id sid tid token lemma pos work_46wmz2hmybd3bp23vpzkxqofpi 1 1 BUYING buy VBG work_46wmz2hmybd3bp23vpzkxqofpi 1 2 BEAUTY BEAUTY NNS work_46wmz2hmybd3bp23vpzkxqofpi 1 3 : : : work_46wmz2hmybd3bp23vpzkxqofpi 1 4 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 1 5 Buying Buying NNP work_46wmz2hmybd3bp23vpzkxqofpi 1 6 Beauty Beauty NNP work_46wmz2hmybd3bp23vpzkxqofpi 1 7 : : : work_46wmz2hmybd3bp23vpzkxqofpi 1 8 On on IN work_46wmz2hmybd3bp23vpzkxqofpi 1 9 Prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 1 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 1 11 Returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 1 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 1 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 1 14 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 1 15 Market Market NNP work_46wmz2hmybd3bp23vpzkxqofpi 1 16 Luc Luc NNP work_46wmz2hmybd3bp23vpzkxqofpi 1 17 Renneboog Renneboog NNP work_46wmz2hmybd3bp23vpzkxqofpi 1 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 1 19 Christophe Christophe NNP work_46wmz2hmybd3bp23vpzkxqofpi 1 20 Spaenjers Spaenjers NNPS work_46wmz2hmybd3bp23vpzkxqofpi 1 21 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 1 22 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 1 23 version version NN work_46wmz2hmybd3bp23vpzkxqofpi 1 24 : : : work_46wmz2hmybd3bp23vpzkxqofpi 1 25 6 6 CD work_46wmz2hmybd3bp23vpzkxqofpi 1 26 December December NNP work_46wmz2hmybd3bp23vpzkxqofpi 1 27 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 1 28 Abstract Abstract NNP work_46wmz2hmybd3bp23vpzkxqofpi 1 29 : : : work_46wmz2hmybd3bp23vpzkxqofpi 1 30 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 1 31 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 1 32 investigates investigate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 1 33 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 1 34 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 1 35 determinants determinant NNS work_46wmz2hmybd3bp23vpzkxqofpi 1 36 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 1 37 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 1 38 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 1 39 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 1 40 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 1 41 . . . work_46wmz2hmybd3bp23vpzkxqofpi 2 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 2 2 apply apply VBP work_46wmz2hmybd3bp23vpzkxqofpi 2 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 2 4 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 2 5 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 2 6 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 2 7 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 2 8 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 2 9 new new JJ work_46wmz2hmybd3bp23vpzkxqofpi 2 10 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 2 11 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 2 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 2 13 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 2 14 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 2 15 million million CD work_46wmz2hmybd3bp23vpzkxqofpi 2 16 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 2 17 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 2 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 2 19 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 2 20 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 2 21 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 2 22 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 2 23 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 2 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 3 1 Based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 3 2 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 3 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 3 4 resulting result VBG work_46wmz2hmybd3bp23vpzkxqofpi 3 5 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 3 6 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 3 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 3 8 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 3 9 conclude conclude VBP work_46wmz2hmybd3bp23vpzkxqofpi 3 10 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 3 11 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 3 12 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 3 13 appreciated appreciate VBN work_46wmz2hmybd3bp23vpzkxqofpi 3 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 3 15 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 3 16 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 3 17 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 3 18 moderate moderate JJ work_46wmz2hmybd3bp23vpzkxqofpi 3 19 3.97 3.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 3 20 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 3 21 per per IN work_46wmz2hmybd3bp23vpzkxqofpi 3 22 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 3 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 3 24 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 3 25 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 3 26 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 3 27 dollar dollar NN work_46wmz2hmybd3bp23vpzkxqofpi 3 28 terms term NNS work_46wmz2hmybd3bp23vpzkxqofpi 3 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 3 30 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 3 31 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 3 32 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 3 33 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 3 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 4 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 4 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 4 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 4 4 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 4 5 similar similar JJ work_46wmz2hmybd3bp23vpzkxqofpi 4 6 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 4 7 that that DT work_46wmz2hmybd3bp23vpzkxqofpi 4 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 4 9 corporate corporate JJ work_46wmz2hmybd3bp23vpzkxqofpi 4 10 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 4 11 – – : work_46wmz2hmybd3bp23vpzkxqofpi 4 12 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 4 13 much much RB work_46wmz2hmybd3bp23vpzkxqofpi 4 14 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 4 15 risk risk NN work_46wmz2hmybd3bp23vpzkxqofpi 4 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 5 1 A a DT work_46wmz2hmybd3bp23vpzkxqofpi 5 2 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 5 3 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 5 4 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 5 5 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 5 6 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 5 7 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 5 8 subset subset NN work_46wmz2hmybd3bp23vpzkxqofpi 5 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 5 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 5 11 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 5 12 demonstrates demonstrate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 5 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 5 14 robustness robustness NN work_46wmz2hmybd3bp23vpzkxqofpi 5 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 5 16 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 5 17 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 5 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 6 1 Next next RB work_46wmz2hmybd3bp23vpzkxqofpi 6 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 6 3 quantile quantile NN work_46wmz2hmybd3bp23vpzkxqofpi 6 4 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 6 5 document document NN work_46wmz2hmybd3bp23vpzkxqofpi 6 6 larger large JJR work_46wmz2hmybd3bp23vpzkxqofpi 6 7 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 6 8 appreciations appreciation NNS work_46wmz2hmybd3bp23vpzkxqofpi 6 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 6 10 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 6 11 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 6 12 brackets bracket NNS work_46wmz2hmybd3bp23vpzkxqofpi 6 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 7 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 7 2 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 7 3 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 7 4 variation variation NN work_46wmz2hmybd3bp23vpzkxqofpi 7 5 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 7 6 historical historical JJ work_46wmz2hmybd3bp23vpzkxqofpi 7 7 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 7 8 across across IN work_46wmz2hmybd3bp23vpzkxqofpi 7 9 mediums medium NNS work_46wmz2hmybd3bp23vpzkxqofpi 7 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 7 11 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 7 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 8 1 Finally finally RB work_46wmz2hmybd3bp23vpzkxqofpi 8 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 8 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 8 4 show show VBP work_46wmz2hmybd3bp23vpzkxqofpi 8 5 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 8 6 both both DT work_46wmz2hmybd3bp23vpzkxqofpi 8 7 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 8 8 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 8 9 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 8 10 consumer consumer NN work_46wmz2hmybd3bp23vpzkxqofpi 8 11 confidence confidence NN work_46wmz2hmybd3bp23vpzkxqofpi 8 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 8 13 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 8 14 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 8 15 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 8 16 forecast forecast NNP work_46wmz2hmybd3bp23vpzkxqofpi 8 17 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 8 18 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 8 19 trends trend NNS work_46wmz2hmybd3bp23vpzkxqofpi 8 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 9 1 Key key JJ work_46wmz2hmybd3bp23vpzkxqofpi 9 2 words word NNS work_46wmz2hmybd3bp23vpzkxqofpi 9 3 : : : work_46wmz2hmybd3bp23vpzkxqofpi 9 4 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 9 5 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 9 6 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 9 7 ; ; , work_46wmz2hmybd3bp23vpzkxqofpi 9 8 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 9 9 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 9 10 ; ; , work_46wmz2hmybd3bp23vpzkxqofpi 9 11 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 9 12 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 9 13 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 9 14 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 9 15 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 9 16 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 9 17 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 9 18 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 9 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 10 1 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 10 2 Luc Luc NNP work_46wmz2hmybd3bp23vpzkxqofpi 10 3 Renneboog Renneboog NNP work_46wmz2hmybd3bp23vpzkxqofpi 10 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 10 5 luc.renneboog@uvt.nl luc.renneboog@uvt.nl NN work_46wmz2hmybd3bp23vpzkxqofpi 10 6 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 10 7 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 10 8 Professor Professor NNP work_46wmz2hmybd3bp23vpzkxqofpi 10 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 10 10 Corporate Corporate NNP work_46wmz2hmybd3bp23vpzkxqofpi 10 11 Finance Finance NNP work_46wmz2hmybd3bp23vpzkxqofpi 10 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 10 13 Tilburg Tilburg NNP work_46wmz2hmybd3bp23vpzkxqofpi 10 14 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 10 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 10 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 10 17 Netherlands Netherlands NNP work_46wmz2hmybd3bp23vpzkxqofpi 10 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 11 1 Christophe Christophe NNP work_46wmz2hmybd3bp23vpzkxqofpi 11 2 Spaenjers Spaenjers NNPS work_46wmz2hmybd3bp23vpzkxqofpi 11 3 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 11 4 spaenjers@hec.fr spaenjers@hec.fr NNP work_46wmz2hmybd3bp23vpzkxqofpi 11 5 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 11 6 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 11 7 Assistant Assistant NNP work_46wmz2hmybd3bp23vpzkxqofpi 11 8 Professor Professor NNP work_46wmz2hmybd3bp23vpzkxqofpi 11 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 11 10 Finance Finance NNP work_46wmz2hmybd3bp23vpzkxqofpi 11 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 11 12 HEC HEC NNP work_46wmz2hmybd3bp23vpzkxqofpi 11 13 Paris Paris NNP work_46wmz2hmybd3bp23vpzkxqofpi 11 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 11 15 France France NNP work_46wmz2hmybd3bp23vpzkxqofpi 11 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 12 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 12 2 authors author NNS work_46wmz2hmybd3bp23vpzkxqofpi 12 3 would would MD work_46wmz2hmybd3bp23vpzkxqofpi 12 4 like like VB work_46wmz2hmybd3bp23vpzkxqofpi 12 5 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 12 6 thank thank VB work_46wmz2hmybd3bp23vpzkxqofpi 12 7 Sofiane Sofiane NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 8 Aboura Aboura NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 10 Richard Richard NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 11 Agnello Agnello NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 13 David David NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 14 Bellingham Bellingham NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 16 Fabio Fabio NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 17 Braggion Braggion NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 19 Michael Michael NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 20 Brennan Brennan NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 22 Peter Peter NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 23 Carpreau Carpreau NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 25 Geraldo Geraldo NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 26 Cerqueiro Cerqueiro NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 28 Gilles Gilles NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 29 Chemla Chemla NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 31 Mark Mark NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 32 Clatworthy Clatworthy NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 34 Craig Craig NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 35 Clunas Clunas NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 36 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 37 Peter Peter NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 38 De De NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 39 Goeij Goeij NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 40 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 41 Neil Neil NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 42 De De NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 43 Marchi Marchi NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 44 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 45 Alberta Alberta NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 46 Di Di NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 47 Guili Guili NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 48 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 49 Elroy Elroy NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 50 Dimson Dimson NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 51 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 52 Kevin Kevin NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 53 Evans Evans NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 54 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 55 Julian Julian NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 56 Franks Franks NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 57 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 58 Rik Rik NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 59 Frehen Frehen NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 60 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 61 Edith Edith NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 62 Ginglinger Ginglinger NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 63 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 64 Victor Victor NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 65 Ginsburgh Ginsburgh NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 66 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 67 Marc Marc NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 68 Goergen Goergen NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 69 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 70 William William NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 71 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 72 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 73 Tom Tom NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 74 Gretton Gretton NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 75 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 76 Duncan Duncan NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 77 Hislop Hislop NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 78 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 79 Noah Noah NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 80 Horowitz Horowitz NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 81 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 82 Jonathan Jonathan NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 83 Ingersoll Ingersoll NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 84 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 85 Martin Martin NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 86 Kemp Kemp NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 87 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 88 Marius Marius NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 89 Kwint Kwint NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 90 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 91 Geraldine Geraldine NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 92 Johnson Johnson NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 93 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 94 Benjamin Benjamin NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 95 Mandel Mandel NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 96 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 97 David David NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 98 Marginson Marginson NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 99 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 100 Bill Bill NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 101 Megginson Megginson NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 102 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 103 Allison Allison NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 104 Morehead Morehead NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 105 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 106 Thierry Thierry NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 107 Morel Morel NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 108 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 109 Michael Michael NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 110 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 111 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 112 Kim Kim NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 113 Oosterlinck Oosterlinck NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 114 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 115 Liang Liang NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 116 Peng Peng NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 117 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 118 Rachel Rachel NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 119 Pownall Pownall NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 120 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 121 Clara Clara NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 122 C. C. NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 123 Raposo Raposo NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 124 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 125 Catarina Catarina NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 126 Reis Reis NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 127 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 128 Keith Keith NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 129 Robson Robson NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 130 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 131 Frans Frans NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 132 de de IN work_46wmz2hmybd3bp23vpzkxqofpi 12 133 Roon Roon NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 134 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 135 Geert Geert NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 136 Rouwenhorst Rouwenhorst NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 137 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 138 Ahti Ahti NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 139 Salo Salo NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 140 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 141 Sofia Sofia NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 142 Santos Santos NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 143 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 144 Marie Marie NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 145 Shushka Shushka NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 146 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 147 Mick Mick NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 148 Silver Silver NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 149 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 150 Myron Myron NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 151 Slovin Slovin NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 152 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 153 Cindy Cindy NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 154 Soo Soo NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 155 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 156 Matthew Matthew NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 157 Spiegel Spiegel NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 158 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 159 Darius Darius NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 160 Spieth Spieth NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 161 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 162 Peter Peter NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 163 Szilagyi Szilagyi NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 164 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 165 Nick Nick NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 166 Taylor Taylor NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 167 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 168 Svetlana Svetlana NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 169 Taylor Taylor NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 170 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 171 Radomir Radomir NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 172 Todorov Todorov NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 173 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 174 Hans Hans NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 175 Van Van NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 176 Miegroet Miegroet NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 177 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 178 Joost Joost NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 179 Vanden Vanden NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 180 Auwera Auwera NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 181 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 182 Stephen Stephen NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 183 Walker Walker NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 184 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 185 Jason Jason NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 186 Xiao Xiao NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 187 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 188 Roberto Roberto NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 189 Zanola Zanola NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 190 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 191 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 12 192 participants participant NNS work_46wmz2hmybd3bp23vpzkxqofpi 12 193 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 12 194 seminars seminar NNS work_46wmz2hmybd3bp23vpzkxqofpi 12 195 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 12 196 workshops workshop NNS work_46wmz2hmybd3bp23vpzkxqofpi 12 197 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 12 198 Antwerp Antwerp NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 199 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 200 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 201 Cambridge Cambridge NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 202 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 203 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 204 Cardiff Cardiff NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 205 Business Business NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 206 School School NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 207 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 208 Duke Duke NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 209 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 210 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 211 ISCTE ISCTE NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 212 Business Business NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 213 School School NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 214 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 215 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 216 Business Business NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 217 School School NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 218 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 219 Manchester Manchester NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 220 Business Business NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 221 School School NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 222 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 223 Paris Paris NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 224 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 12 225 Dauphine Dauphine NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 226 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 227 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 228 Tilburg Tilburg NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 229 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 230 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 231 UCL UCL NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 232 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 12 233 Core Core NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 234 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 235 Universidade Universidade NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 236 Catolica Catolica NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 237 Portuguesa Portuguesa NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 238 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 239 Universidade Universidade NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 240 Nova Nova NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 241 de de NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 242 Lisboa Lisboa NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 243 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 244 Yale Yale NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 245 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 246 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 247 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 12 248 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 12 249 FMA FMA NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 250 Meetings Meetings NNPS work_46wmz2hmybd3bp23vpzkxqofpi 12 251 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 252 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 12 253 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 12 254 LBS LBS NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 255 Annual Annual NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 256 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 257 Investment Investment NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 258 Conference Conference NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 259 , , , work_46wmz2hmybd3bp23vpzkxqofpi 12 260 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 12 261 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 12 262 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 12 263 Multinational Multinational NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 264 Finance Finance NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 265 Conference Conference NNP work_46wmz2hmybd3bp23vpzkxqofpi 12 266 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 12 267 valuable valuable JJ work_46wmz2hmybd3bp23vpzkxqofpi 12 268 comments comment NNS work_46wmz2hmybd3bp23vpzkxqofpi 12 269 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 12 270 suggestions suggestion NNS work_46wmz2hmybd3bp23vpzkxqofpi 12 271 . . . work_46wmz2hmybd3bp23vpzkxqofpi 13 1 Spaenjers spaenjer NNS work_46wmz2hmybd3bp23vpzkxqofpi 13 2 would would MD work_46wmz2hmybd3bp23vpzkxqofpi 13 3 like like VB work_46wmz2hmybd3bp23vpzkxqofpi 13 4 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 13 5 thank thank VB work_46wmz2hmybd3bp23vpzkxqofpi 13 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 13 7 Netherlands Netherlands NNP work_46wmz2hmybd3bp23vpzkxqofpi 13 8 Organisation Organisation NNP work_46wmz2hmybd3bp23vpzkxqofpi 13 9 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 13 10 Scientific Scientific NNP work_46wmz2hmybd3bp23vpzkxqofpi 13 11 Research Research NNP work_46wmz2hmybd3bp23vpzkxqofpi 13 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 13 13 NWO NWO NNP work_46wmz2hmybd3bp23vpzkxqofpi 13 14 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 13 15 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 13 16 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 13 17 support support NN work_46wmz2hmybd3bp23vpzkxqofpi 13 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 13 19 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 13 20 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 13 21 Business Business NNP work_46wmz2hmybd3bp23vpzkxqofpi 13 22 School School NNP work_46wmz2hmybd3bp23vpzkxqofpi 13 23 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 13 24 its -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 13 25 hospitality hospitality NN work_46wmz2hmybd3bp23vpzkxqofpi 13 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 14 1 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 14 2 I. I. NNP work_46wmz2hmybd3bp23vpzkxqofpi 15 1 Introduction introduction NN work_46wmz2hmybd3bp23vpzkxqofpi 15 2 Stories story NNS work_46wmz2hmybd3bp23vpzkxqofpi 15 3 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 15 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 15 5 baffling baffle VBG work_46wmz2hmybd3bp23vpzkxqofpi 15 6 amounts amount NNS work_46wmz2hmybd3bp23vpzkxqofpi 15 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 15 8 money money NN work_46wmz2hmybd3bp23vpzkxqofpi 15 9 paid pay VBN work_46wmz2hmybd3bp23vpzkxqofpi 15 10 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 15 11 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 15 12 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 15 13 tier tier NN work_46wmz2hmybd3bp23vpzkxqofpi 15 14 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 15 15 frequently frequently RB work_46wmz2hmybd3bp23vpzkxqofpi 15 16 entertain entertain VBP work_46wmz2hmybd3bp23vpzkxqofpi 15 17 newspaper newspaper NN work_46wmz2hmybd3bp23vpzkxqofpi 15 18 readers reader NNS work_46wmz2hmybd3bp23vpzkxqofpi 15 19 around around IN work_46wmz2hmybd3bp23vpzkxqofpi 15 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 15 21 world world NN work_46wmz2hmybd3bp23vpzkxqofpi 15 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 16 1 Yet yet RB work_46wmz2hmybd3bp23vpzkxqofpi 16 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 16 3 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 16 4 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 16 5 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 16 6 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 16 7 necessarily necessarily RB work_46wmz2hmybd3bp23vpzkxqofpi 16 8 imply imply VB work_46wmz2hmybd3bp23vpzkxqofpi 16 9 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 16 10 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 16 11 . . . work_46wmz2hmybd3bp23vpzkxqofpi 17 1 Consider consider VB work_46wmz2hmybd3bp23vpzkxqofpi 17 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 17 3 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 17 4 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 17 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 17 6 Claude Claude NNP work_46wmz2hmybd3bp23vpzkxqofpi 17 7 Monet Monet NNP work_46wmz2hmybd3bp23vpzkxqofpi 17 8 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 17 9 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 17 10 Dans Dans NNPS work_46wmz2hmybd3bp23vpzkxqofpi 17 11 la la NNP work_46wmz2hmybd3bp23vpzkxqofpi 17 12 Prairie Prairie NNP work_46wmz2hmybd3bp23vpzkxqofpi 17 13 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 17 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 17 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 17 16 star star NN work_46wmz2hmybd3bp23vpzkxqofpi 17 17 lot lot NN work_46wmz2hmybd3bp23vpzkxqofpi 17 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 17 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 17 20 Impressionist Impressionist NNP work_46wmz2hmybd3bp23vpzkxqofpi 17 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 17 22 Modern Modern NNP work_46wmz2hmybd3bp23vpzkxqofpi 17 23 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 17 24 Evening evening NN work_46wmz2hmybd3bp23vpzkxqofpi 17 25 Sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 17 26 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 17 27 Christie Christie NNP work_46wmz2hmybd3bp23vpzkxqofpi 17 28 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 17 29 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 17 30 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 17 31 February February NNP work_46wmz2hmybd3bp23vpzkxqofpi 17 32 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 17 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 18 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 18 2 canvas canvas NN work_46wmz2hmybd3bp23vpzkxqofpi 18 3 changed change VBD work_46wmz2hmybd3bp23vpzkxqofpi 18 4 owners owner NNS work_46wmz2hmybd3bp23vpzkxqofpi 18 5 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 18 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 18 7 substantial substantial JJ work_46wmz2hmybd3bp23vpzkxqofpi 18 8 sum sum NN work_46wmz2hmybd3bp23vpzkxqofpi 18 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 18 10 10 10 CD work_46wmz2hmybd3bp23vpzkxqofpi 18 11 million million CD work_46wmz2hmybd3bp23vpzkxqofpi 18 12 British British NNP work_46wmz2hmybd3bp23vpzkxqofpi 18 13 Pound Pound NNP work_46wmz2hmybd3bp23vpzkxqofpi 18 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 18 15 GBP GBP NNP work_46wmz2hmybd3bp23vpzkxqofpi 18 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 18 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 18 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 18 19 was be VBD work_46wmz2hmybd3bp23vpzkxqofpi 18 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 18 21 top top JJ work_46wmz2hmybd3bp23vpzkxqofpi 18 22 seller seller NN work_46wmz2hmybd3bp23vpzkxqofpi 18 23 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 18 24 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 18 25 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 18 26 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 18 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 18 28 according accord VBG work_46wmz2hmybd3bp23vpzkxqofpi 18 29 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 18 30 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 18 31 Wall Wall NNP work_46wmz2hmybd3bp23vpzkxqofpi 18 32 Street Street NNP work_46wmz2hmybd3bp23vpzkxqofpi 18 33 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 18 34 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 18 35 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 18 36 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 18 37 , , , work_46wmz2hmybd3bp23vpzkxqofpi 18 38 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 18 39 showed show VBD work_46wmz2hmybd3bp23vpzkxqofpi 18 40 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 18 41 there there EX work_46wmz2hmybd3bp23vpzkxqofpi 18 42 's be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 18 43 plenty plenty NN work_46wmz2hmybd3bp23vpzkxqofpi 18 44 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 18 45 life life NN work_46wmz2hmybd3bp23vpzkxqofpi 18 46 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 18 47 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 18 48 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 18 49 Impressionist Impressionist NNP work_46wmz2hmybd3bp23vpzkxqofpi 18 50 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 18 51 Modern modern JJ work_46wmz2hmybd3bp23vpzkxqofpi 18 52 sector sector NN work_46wmz2hmybd3bp23vpzkxqofpi 18 53 . . . work_46wmz2hmybd3bp23vpzkxqofpi 19 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 19 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 19 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 19 4 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 19 5 painting painting NN work_46wmz2hmybd3bp23vpzkxqofpi 19 6 had have VBD work_46wmz2hmybd3bp23vpzkxqofpi 19 7 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 19 8 sold sell VBN work_46wmz2hmybd3bp23vpzkxqofpi 19 9 twice twice RB work_46wmz2hmybd3bp23vpzkxqofpi 19 10 before before RB work_46wmz2hmybd3bp23vpzkxqofpi 19 11 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 19 12 recent recent JJ work_46wmz2hmybd3bp23vpzkxqofpi 19 13 history history NN work_46wmz2hmybd3bp23vpzkxqofpi 19 14 – – : work_46wmz2hmybd3bp23vpzkxqofpi 19 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 19 16 June June NNP work_46wmz2hmybd3bp23vpzkxqofpi 19 17 1988 1988 CD work_46wmz2hmybd3bp23vpzkxqofpi 19 18 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 19 19 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 19 20 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 19 21 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 19 22 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 19 23 14.3 14.3 CD work_46wmz2hmybd3bp23vpzkxqofpi 19 24 million million CD work_46wmz2hmybd3bp23vpzkxqofpi 19 25 GBP GBP NNP work_46wmz2hmybd3bp23vpzkxqofpi 19 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 19 27 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 19 28 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 19 29 November November NNP work_46wmz2hmybd3bp23vpzkxqofpi 19 30 1999 1999 CD work_46wmz2hmybd3bp23vpzkxqofpi 19 31 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 19 32 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 19 33 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 19 34 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 19 35 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 19 36 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 19 37 15.4 15.4 CD work_46wmz2hmybd3bp23vpzkxqofpi 19 38 million million CD work_46wmz2hmybd3bp23vpzkxqofpi 19 39 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 19 40 dollars dollar NNS work_46wmz2hmybd3bp23vpzkxqofpi 19 41 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 19 42 USD usd NN work_46wmz2hmybd3bp23vpzkxqofpi 19 43 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 19 44 . . . work_46wmz2hmybd3bp23vpzkxqofpi 20 1 By by IN work_46wmz2hmybd3bp23vpzkxqofpi 20 2 any any DT work_46wmz2hmybd3bp23vpzkxqofpi 20 3 standard standard NN work_46wmz2hmybd3bp23vpzkxqofpi 20 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 20 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 20 6 rate rate NN work_46wmz2hmybd3bp23vpzkxqofpi 20 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 20 8 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 20 9 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 20 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 20 11 Monet Monet NNP work_46wmz2hmybd3bp23vpzkxqofpi 20 12 was be VBD work_46wmz2hmybd3bp23vpzkxqofpi 20 13 dismal dismal JJ work_46wmz2hmybd3bp23vpzkxqofpi 20 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 21 1 Nevertheless nevertheless RB work_46wmz2hmybd3bp23vpzkxqofpi 21 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 21 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 21 4 growth growth NN work_46wmz2hmybd3bp23vpzkxqofpi 21 5 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 21 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 21 7 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 21 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 21 9 multi multi JJ work_46wmz2hmybd3bp23vpzkxqofpi 21 10 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 21 11 million million CD work_46wmz2hmybd3bp23vpzkxqofpi 21 12 dollar dollar NN work_46wmz2hmybd3bp23vpzkxqofpi 21 13 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 21 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 21 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 21 16 expansion expansion NN work_46wmz2hmybd3bp23vpzkxqofpi 21 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 21 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 21 19 global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 21 20 population population NN work_46wmz2hmybd3bp23vpzkxqofpi 21 21 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 21 22 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 21 23 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 21 24 net net NN work_46wmz2hmybd3bp23vpzkxqofpi 21 25 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 21 26 worth worth JJ work_46wmz2hmybd3bp23vpzkxqofpi 21 27 individuals individual NNS work_46wmz2hmybd3bp23vpzkxqofpi 21 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 21 29 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 21 30 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 21 31 increasing increase VBG work_46wmz2hmybd3bp23vpzkxqofpi 21 32 need need NN work_46wmz2hmybd3bp23vpzkxqofpi 21 33 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 21 34 portfolio portfolio NN work_46wmz2hmybd3bp23vpzkxqofpi 21 35 diversification diversification NN work_46wmz2hmybd3bp23vpzkxqofpi 21 36 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 21 37 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 21 38 brought bring VBN work_46wmz2hmybd3bp23vpzkxqofpi 21 39 increased increase VBN work_46wmz2hmybd3bp23vpzkxqofpi 21 40 attention attention NN work_46wmz2hmybd3bp23vpzkxqofpi 21 41 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 21 42 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 21 43 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 21 44 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 21 45 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 21 46 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 21 47 recent recent JJ work_46wmz2hmybd3bp23vpzkxqofpi 21 48 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 21 49 . . . work_46wmz2hmybd3bp23vpzkxqofpi 22 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 22 2 turn turn NN work_46wmz2hmybd3bp23vpzkxqofpi 22 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 22 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 22 5 belief belief NN work_46wmz2hmybd3bp23vpzkxqofpi 22 6 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 22 7 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 22 8 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 22 9 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 22 10 viable viable JJ work_46wmz2hmybd3bp23vpzkxqofpi 22 11 alternative alternative JJ work_46wmz2hmybd3bp23vpzkxqofpi 22 12 asset asset NN work_46wmz2hmybd3bp23vpzkxqofpi 22 13 class class NN work_46wmz2hmybd3bp23vpzkxqofpi 22 14 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 22 15 led lead VBN work_46wmz2hmybd3bp23vpzkxqofpi 22 16 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 22 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 22 18 creation creation NN work_46wmz2hmybd3bp23vpzkxqofpi 22 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 22 20 several several JJ work_46wmz2hmybd3bp23vpzkxqofpi 22 21 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 22 22 funds fund NNS work_46wmz2hmybd3bp23vpzkxqofpi 22 23 – – : work_46wmz2hmybd3bp23vpzkxqofpi 22 24 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 22 25 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 22 26 very very RB work_46wmz2hmybd3bp23vpzkxqofpi 22 27 successful successful JJ work_46wmz2hmybd3bp23vpzkxqofpi 22 28 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 22 29 Horowitz Horowitz NNP work_46wmz2hmybd3bp23vpzkxqofpi 22 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 22 31 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 22 32 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 22 33 – – : work_46wmz2hmybd3bp23vpzkxqofpi 22 34 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 22 35 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 22 36 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 22 37 advisory advisory NN work_46wmz2hmybd3bp23vpzkxqofpi 22 38 services service NNS work_46wmz2hmybd3bp23vpzkxqofpi 22 39 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 22 40 cater cater VBP work_46wmz2hmybd3bp23vpzkxqofpi 22 41 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 22 42 affluent affluent JJ work_46wmz2hmybd3bp23vpzkxqofpi 22 43 individuals individual NNS work_46wmz2hmybd3bp23vpzkxqofpi 22 44 who who WP work_46wmz2hmybd3bp23vpzkxqofpi 22 45 consider consider VBP work_46wmz2hmybd3bp23vpzkxqofpi 22 46 investing invest VBG work_46wmz2hmybd3bp23vpzkxqofpi 22 47 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 22 48 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 22 49 . . . work_46wmz2hmybd3bp23vpzkxqofpi 23 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 23 2 Wall Wall NNP work_46wmz2hmybd3bp23vpzkxqofpi 23 3 Street Street NNP work_46wmz2hmybd3bp23vpzkxqofpi 23 4 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 23 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 23 6 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 23 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 23 8 recently recently RB work_46wmz2hmybd3bp23vpzkxqofpi 23 9 reported report VBD work_46wmz2hmybd3bp23vpzkxqofpi 23 10 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 23 11 almost almost RB work_46wmz2hmybd3bp23vpzkxqofpi 23 12 8 8 CD work_46wmz2hmybd3bp23vpzkxqofpi 23 13 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 23 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 23 15 total total JJ work_46wmz2hmybd3bp23vpzkxqofpi 23 16 wealth wealth NN work_46wmz2hmybd3bp23vpzkxqofpi 23 17 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 23 18 held hold VBN work_46wmz2hmybd3bp23vpzkxqofpi 23 19 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 23 20 so so RB work_46wmz2hmybd3bp23vpzkxqofpi 23 21 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 23 22 called call VBN work_46wmz2hmybd3bp23vpzkxqofpi 23 23 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 23 24 passion passion NN work_46wmz2hmybd3bp23vpzkxqofpi 23 25 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 23 26 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 23 27 : : : work_46wmz2hmybd3bp23vpzkxqofpi 23 28 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 23 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 23 30 musical musical JJ work_46wmz2hmybd3bp23vpzkxqofpi 23 31 instruments instrument NNS work_46wmz2hmybd3bp23vpzkxqofpi 23 32 , , , work_46wmz2hmybd3bp23vpzkxqofpi 23 33 wine wine NN work_46wmz2hmybd3bp23vpzkxqofpi 23 34 , , , work_46wmz2hmybd3bp23vpzkxqofpi 23 35 jewelry jewelry NN work_46wmz2hmybd3bp23vpzkxqofpi 23 36 , , , work_46wmz2hmybd3bp23vpzkxqofpi 23 37 antiques antique NNS work_46wmz2hmybd3bp23vpzkxqofpi 23 38 , , , work_46wmz2hmybd3bp23vpzkxqofpi 23 39 etc etc FW work_46wmz2hmybd3bp23vpzkxqofpi 23 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 24 1 Of of IN work_46wmz2hmybd3bp23vpzkxqofpi 24 2 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 24 3 such such JJ work_46wmz2hmybd3bp23vpzkxqofpi 24 4 luxury luxury NN work_46wmz2hmybd3bp23vpzkxqofpi 24 5 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 24 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 24 7 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 24 8 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 24 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 24 10 most most RBS work_46wmz2hmybd3bp23vpzkxqofpi 24 11 likely likely JJ work_46wmz2hmybd3bp23vpzkxqofpi 24 12 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 24 13 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 24 14 acquired acquire VBN work_46wmz2hmybd3bp23vpzkxqofpi 24 15 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 24 16 its -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 24 17 potential potential JJ work_46wmz2hmybd3bp23vpzkxqofpi 24 18 appreciation appreciation NN work_46wmz2hmybd3bp23vpzkxqofpi 24 19 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 24 20 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 24 21 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 24 22 Capgemini Capgemini NNP work_46wmz2hmybd3bp23vpzkxqofpi 24 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 24 24 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 24 25 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 24 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 25 1 There there EX work_46wmz2hmybd3bp23vpzkxqofpi 25 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 25 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 25 4 growing grow VBG work_46wmz2hmybd3bp23vpzkxqofpi 25 5 academic academic JJ work_46wmz2hmybd3bp23vpzkxqofpi 25 6 literature literature NN work_46wmz2hmybd3bp23vpzkxqofpi 25 7 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 25 8 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 25 9 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 25 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 25 11 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 25 12 previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 25 13 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 25 14 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 25 15 utilized utilize VBN work_46wmz2hmybd3bp23vpzkxqofpi 25 16 relatively relatively RB work_46wmz2hmybd3bp23vpzkxqofpi 25 17 small small JJ work_46wmz2hmybd3bp23vpzkxqofpi 25 18 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 25 19 sets set NNS work_46wmz2hmybd3bp23vpzkxqofpi 25 20 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 25 21 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 25 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 25 23 pairs pair NNS work_46wmz2hmybd3bp23vpzkxqofpi 25 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 25 25 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 25 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 25 27 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 25 28 end end NN work_46wmz2hmybd3bp23vpzkxqofpi 25 29 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 25 30 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 25 31 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 25 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 26 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 26 2 resulting result VBG work_46wmz2hmybd3bp23vpzkxqofpi 26 3 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 26 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 26 5 prone prone JJ work_46wmz2hmybd3bp23vpzkxqofpi 26 6 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 26 7 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 26 8 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 26 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 26 10 estimation estimation NN work_46wmz2hmybd3bp23vpzkxqofpi 26 11 issues issue NNS work_46wmz2hmybd3bp23vpzkxqofpi 26 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 26 13 selection selection NN work_46wmz2hmybd3bp23vpzkxqofpi 26 14 biases bias NNS work_46wmz2hmybd3bp23vpzkxqofpi 26 15 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 26 16 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 26 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 27 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 27 2 II II NNP work_46wmz2hmybd3bp23vpzkxqofpi 27 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 27 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 28 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 28 2 current current JJ work_46wmz2hmybd3bp23vpzkxqofpi 28 3 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 28 4 therefore therefore RB work_46wmz2hmybd3bp23vpzkxqofpi 28 5 uses use VBZ work_46wmz2hmybd3bp23vpzkxqofpi 28 6 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 28 7 comprehensive comprehensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 28 8 new new JJ work_46wmz2hmybd3bp23vpzkxqofpi 28 9 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 28 10 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 28 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 28 12 nearly nearly RB work_46wmz2hmybd3bp23vpzkxqofpi 28 13 1.1 1.1 CD work_46wmz2hmybd3bp23vpzkxqofpi 28 14 million million CD work_46wmz2hmybd3bp23vpzkxqofpi 28 15 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 28 16 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 28 17 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 28 18 re re VB work_46wmz2hmybd3bp23vpzkxqofpi 28 19 - - VB work_46wmz2hmybd3bp23vpzkxqofpi 28 20 examine examine VB work_46wmz2hmybd3bp23vpzkxqofpi 28 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 28 22 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 28 23 formation formation NN work_46wmz2hmybd3bp23vpzkxqofpi 28 24 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 28 25 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 28 26 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 28 27 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 28 28 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 28 29 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 28 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 28 31 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 28 32 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 28 33 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 28 34 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 28 35 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 28 36 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 28 37 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 28 38 . . . work_46wmz2hmybd3bp23vpzkxqofpi 29 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 29 2 perform perform VBP work_46wmz2hmybd3bp23vpzkxqofpi 29 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 29 4 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 29 5 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 29 6 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 29 7 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 29 8 relates relate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 29 9 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 29 10 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 29 11 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 29 12 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 29 13 wide wide JJ work_46wmz2hmybd3bp23vpzkxqofpi 29 14 range range NN work_46wmz2hmybd3bp23vpzkxqofpi 29 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 29 16 value- value- NN work_46wmz2hmybd3bp23vpzkxqofpi 29 17 determining determine VBG work_46wmz2hmybd3bp23vpzkxqofpi 29 18 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 29 19 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 29 20 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 29 21 effects effect NNS work_46wmz2hmybd3bp23vpzkxqofpi 29 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 30 1 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 30 2 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 30 3 show show VBP work_46wmz2hmybd3bp23vpzkxqofpi 30 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 30 5 artist artist JJ work_46wmz2hmybd3bp23vpzkxqofpi 30 6 reputation reputation NN work_46wmz2hmybd3bp23vpzkxqofpi 30 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 30 8 attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 30 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 30 10 signs sign NNS work_46wmz2hmybd3bp23vpzkxqofpi 30 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 30 12 authenticity authenticity NN work_46wmz2hmybd3bp23vpzkxqofpi 30 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 30 14 medium medium NN work_46wmz2hmybd3bp23vpzkxqofpi 30 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 30 16 size size NN work_46wmz2hmybd3bp23vpzkxqofpi 30 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 30 18 topic topic NN work_46wmz2hmybd3bp23vpzkxqofpi 30 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 30 20 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 30 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 30 22 timing timing NN work_46wmz2hmybd3bp23vpzkxqofpi 30 23 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 30 24 location location NN work_46wmz2hmybd3bp23vpzkxqofpi 30 25 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 30 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 30 27 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 30 28 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 30 29 significantly significantly RB work_46wmz2hmybd3bp23vpzkxqofpi 30 30 correlated correlate VBN work_46wmz2hmybd3bp23vpzkxqofpi 30 31 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 30 32 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 30 33 levels level NNS work_46wmz2hmybd3bp23vpzkxqofpi 30 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 31 1 Based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 31 2 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 31 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 31 4 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 31 5 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 31 6 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 31 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 31 8 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 31 9 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 31 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 31 11 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 31 12 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 31 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 31 14 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 31 15 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 31 16 build build VB work_46wmz2hmybd3bp23vpzkxqofpi 31 17 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 31 18 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 31 19 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 31 20 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 31 21 controls control VBZ work_46wmz2hmybd3bp23vpzkxqofpi 31 22 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 31 23 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 31 24 variation variation NN work_46wmz2hmybd3bp23vpzkxqofpi 31 25 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 31 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 31 27 composition composition NN work_46wmz2hmybd3bp23vpzkxqofpi 31 28 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 31 29 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 31 30 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 31 31 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 31 32 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 31 33 corrects correct VBZ work_46wmz2hmybd3bp23vpzkxqofpi 31 34 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 31 35 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 31 36 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 31 37 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 31 38 dispersion dispersion NN work_46wmz2hmybd3bp23vpzkxqofpi 31 39 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 31 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 32 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 32 2 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 32 3 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 32 4 constant constant JJ work_46wmz2hmybd3bp23vpzkxqofpi 32 5 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 32 6 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 32 7 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 32 8 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 32 9 increased increase VBD work_46wmz2hmybd3bp23vpzkxqofpi 32 10 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 32 11 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 32 12 moderate moderate JJ work_46wmz2hmybd3bp23vpzkxqofpi 32 13 3.97 3.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 32 14 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 32 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 32 16 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 32 17 USD usd NN work_46wmz2hmybd3bp23vpzkxqofpi 32 18 terms term NNS work_46wmz2hmybd3bp23vpzkxqofpi 32 19 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 32 20 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 32 21 yearly yearly JJ work_46wmz2hmybd3bp23vpzkxqofpi 32 22 basis basis NN work_46wmz2hmybd3bp23vpzkxqofpi 32 23 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 32 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 32 25 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 32 26 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 32 27 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 32 28 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 32 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 33 1 Between between IN work_46wmz2hmybd3bp23vpzkxqofpi 33 2 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 33 3 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 33 4 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 33 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 33 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 33 7 geometric geometric JJ work_46wmz2hmybd3bp23vpzkxqofpi 33 8 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 33 9 annual annual JJ work_46wmz2hmybd3bp23vpzkxqofpi 33 10 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 33 11 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 33 12 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 33 13 5.19 5.19 CD work_46wmz2hmybd3bp23vpzkxqofpi 33 14 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 33 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 34 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 34 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 34 3 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 34 4 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 34 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 34 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 34 7 twentieth twentieth JJ work_46wmz2hmybd3bp23vpzkxqofpi 34 8 century century NN work_46wmz2hmybd3bp23vpzkxqofpi 34 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 34 10 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 34 11 estimates estimate NNS work_46wmz2hmybd3bp23vpzkxqofpi 34 12 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 34 13 substantially substantially RB work_46wmz2hmybd3bp23vpzkxqofpi 34 14 below below IN work_46wmz2hmybd3bp23vpzkxqofpi 34 15 those those DT work_46wmz2hmybd3bp23vpzkxqofpi 34 16 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 34 17 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 34 18 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 34 19 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 34 20 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 34 21 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 34 22 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 34 23 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 34 24 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 34 25 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 34 26 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 34 27 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 34 28 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 34 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 35 1 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 35 2 baseline baseline JJ work_46wmz2hmybd3bp23vpzkxqofpi 35 3 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 35 4 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 35 5 proves prove VBZ work_46wmz2hmybd3bp23vpzkxqofpi 35 6 robust robust JJ work_46wmz2hmybd3bp23vpzkxqofpi 35 7 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 35 8 alternative alternative VB work_46wmz2hmybd3bp23vpzkxqofpi 35 9 specifications specification NNS work_46wmz2hmybd3bp23vpzkxqofpi 35 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 35 11 estimation estimation NN work_46wmz2hmybd3bp23vpzkxqofpi 35 12 methods method NNS work_46wmz2hmybd3bp23vpzkxqofpi 35 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 36 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 36 2 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 36 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 36 4 allowing allow VBG work_46wmz2hmybd3bp23vpzkxqofpi 36 5 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 36 6 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 36 7 variation variation NN work_46wmz2hmybd3bp23vpzkxqofpi 36 8 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 36 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 36 10 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 36 11 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 36 12 does do VBZ work_46wmz2hmybd3bp23vpzkxqofpi 36 13 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 36 14 materially materially RB work_46wmz2hmybd3bp23vpzkxqofpi 36 15 affect affect VB work_46wmz2hmybd3bp23vpzkxqofpi 36 16 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 36 17 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 36 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 37 1 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 37 2 Importantly importantly RB work_46wmz2hmybd3bp23vpzkxqofpi 37 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 37 4 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 37 5 applying apply VBG work_46wmz2hmybd3bp23vpzkxqofpi 37 6 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 37 7 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 37 8 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 37 9 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 37 10 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 37 11 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 37 12 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 37 13 subset subset NN work_46wmz2hmybd3bp23vpzkxqofpi 37 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 37 15 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 37 16 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 37 17 leads lead VBZ work_46wmz2hmybd3bp23vpzkxqofpi 37 18 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 37 19 nearly nearly RB work_46wmz2hmybd3bp23vpzkxqofpi 37 20 identical identical JJ work_46wmz2hmybd3bp23vpzkxqofpi 37 21 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 37 22 estimates estimate NNS work_46wmz2hmybd3bp23vpzkxqofpi 37 23 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 37 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 37 25 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 37 26 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 37 27 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 37 28 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 37 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 38 1 Quantile quantile NN work_46wmz2hmybd3bp23vpzkxqofpi 38 2 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 38 3 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 38 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 38 5 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 38 6 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 38 7 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 38 8 show show NN work_46wmz2hmybd3bp23vpzkxqofpi 38 9 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 38 10 historical historical JJ work_46wmz2hmybd3bp23vpzkxqofpi 38 11 rates rate NNS work_46wmz2hmybd3bp23vpzkxqofpi 38 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 38 13 appreciation appreciation NN work_46wmz2hmybd3bp23vpzkxqofpi 38 14 vary vary VBP work_46wmz2hmybd3bp23vpzkxqofpi 38 15 across across IN work_46wmz2hmybd3bp23vpzkxqofpi 38 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 38 17 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 38 18 distribution distribution NN work_46wmz2hmybd3bp23vpzkxqofpi 38 19 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 38 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 38 21 annualized annualize VBN work_46wmz2hmybd3bp23vpzkxqofpi 38 22 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 38 23 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 38 24 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 38 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 38 26 95th 95th JJ work_46wmz2hmybd3bp23vpzkxqofpi 38 27 percentile percentile NN work_46wmz2hmybd3bp23vpzkxqofpi 38 28 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 38 29 almost almost RB work_46wmz2hmybd3bp23vpzkxqofpi 38 30 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 38 31 percentage percentage NN work_46wmz2hmybd3bp23vpzkxqofpi 38 32 points point NNS work_46wmz2hmybd3bp23vpzkxqofpi 38 33 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 38 34 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 38 35 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 38 36 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 38 37 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 38 38 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 38 39 5th 5th JJ work_46wmz2hmybd3bp23vpzkxqofpi 38 40 percentile percentile NN work_46wmz2hmybd3bp23vpzkxqofpi 38 41 . . . work_46wmz2hmybd3bp23vpzkxqofpi 39 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 39 2 line line NN work_46wmz2hmybd3bp23vpzkxqofpi 39 3 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 39 4 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 39 5 finding finding NN work_46wmz2hmybd3bp23vpzkxqofpi 39 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 39 7 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 39 8 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 39 9 contrast contrast NN work_46wmz2hmybd3bp23vpzkxqofpi 39 10 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 39 11 previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 39 12 research research NN work_46wmz2hmybd3bp23vpzkxqofpi 39 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 39 14 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 39 15 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 39 16 what what WP work_46wmz2hmybd3bp23vpzkxqofpi 39 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 39 18 Monet Monet NNP work_46wmz2hmybd3bp23vpzkxqofpi 39 19 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 39 20 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 39 21 suggest suggest VB work_46wmz2hmybd3bp23vpzkxqofpi 39 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 39 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 39 24 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 39 25 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 39 26 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 39 27 find find VB work_46wmz2hmybd3bp23vpzkxqofpi 39 28 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 39 29 portfolios portfolio NNS work_46wmz2hmybd3bp23vpzkxqofpi 39 30 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 39 31 masterpieces masterpiece NNS work_46wmz2hmybd3bp23vpzkxqofpi 39 32 underperform underperform VBP work_46wmz2hmybd3bp23vpzkxqofpi 39 33 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 39 34 rest rest NN work_46wmz2hmybd3bp23vpzkxqofpi 39 35 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 39 36 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 39 37 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 39 38 . . . work_46wmz2hmybd3bp23vpzkxqofpi 40 1 Moreover moreover RB work_46wmz2hmybd3bp23vpzkxqofpi 40 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 40 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 40 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 40 5 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 40 6 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 40 7 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 40 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 40 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 40 10 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 40 11 one one NN work_46wmz2hmybd3bp23vpzkxqofpi 40 12 focuses focus VBZ work_46wmz2hmybd3bp23vpzkxqofpi 40 13 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 40 14 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 40 15 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 40 16 relatively relatively RB work_46wmz2hmybd3bp23vpzkxqofpi 40 17 less less RBR work_46wmz2hmybd3bp23vpzkxqofpi 40 18 expensive expensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 40 19 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 40 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 40 21 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 40 22 outperformed outperform VBN work_46wmz2hmybd3bp23vpzkxqofpi 40 23 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 40 24 baseline baseline NN work_46wmz2hmybd3bp23vpzkxqofpi 40 25 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 40 26 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 40 27 1.6 1.6 CD work_46wmz2hmybd3bp23vpzkxqofpi 40 28 percentage percentage NN work_46wmz2hmybd3bp23vpzkxqofpi 40 29 points point NNS work_46wmz2hmybd3bp23vpzkxqofpi 40 30 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 40 31 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 40 32 annualized annualize VBN work_46wmz2hmybd3bp23vpzkxqofpi 40 33 basis basis NN work_46wmz2hmybd3bp23vpzkxqofpi 40 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 41 1 Next next RB work_46wmz2hmybd3bp23vpzkxqofpi 41 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 41 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 41 4 show show VBP work_46wmz2hmybd3bp23vpzkxqofpi 41 5 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 41 6 oil oil NN work_46wmz2hmybd3bp23vpzkxqofpi 41 7 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 41 8 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 41 9 post post JJ work_46wmz2hmybd3bp23vpzkxqofpi 41 10 - - JJ work_46wmz2hmybd3bp23vpzkxqofpi 41 11 war war JJ work_46wmz2hmybd3bp23vpzkxqofpi 41 12 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 41 13 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 41 14 outperformed outperform VBN work_46wmz2hmybd3bp23vpzkxqofpi 41 15 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 41 16 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 41 17 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 41 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 41 19 last last JJ work_46wmz2hmybd3bp23vpzkxqofpi 41 20 few few JJ work_46wmz2hmybd3bp23vpzkxqofpi 41 21 decades decade NNS work_46wmz2hmybd3bp23vpzkxqofpi 41 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 42 1 Overall overall RB work_46wmz2hmybd3bp23vpzkxqofpi 42 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 42 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 42 4 risk risk NN work_46wmz2hmybd3bp23vpzkxqofpi 42 5 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 42 6 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 42 7 profile profile NN work_46wmz2hmybd3bp23vpzkxqofpi 42 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 42 9 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 42 10 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 42 11 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 42 12 inferior inferior JJ work_46wmz2hmybd3bp23vpzkxqofpi 42 13 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 42 14 that that DT work_46wmz2hmybd3bp23vpzkxqofpi 42 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 42 16 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 42 17 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 42 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 42 19 even even RB work_46wmz2hmybd3bp23vpzkxqofpi 42 20 before before IN work_46wmz2hmybd3bp23vpzkxqofpi 42 21 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 42 22 costs cost NNS work_46wmz2hmybd3bp23vpzkxqofpi 42 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 42 24 especially especially RB work_46wmz2hmybd3bp23vpzkxqofpi 42 25 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 42 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 42 27 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 42 28 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 42 29 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 42 30 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 42 31 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 42 32 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 42 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 43 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 43 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 43 3 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 43 4 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 43 5 outperformed outperform VBN work_46wmz2hmybd3bp23vpzkxqofpi 43 6 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 43 7 physical physical JJ work_46wmz2hmybd3bp23vpzkxqofpi 43 8 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 43 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 43 10 such such JJ work_46wmz2hmybd3bp23vpzkxqofpi 43 11 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 43 12 gold gold NN work_46wmz2hmybd3bp23vpzkxqofpi 43 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 43 14 commodities commodity NNS work_46wmz2hmybd3bp23vpzkxqofpi 43 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 43 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 43 17 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 43 18 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 43 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 44 1 While while IN work_46wmz2hmybd3bp23vpzkxqofpi 44 2 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 44 3 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 44 4 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 44 5 low low JJ work_46wmz2hmybd3bp23vpzkxqofpi 44 6 correlation correlation NN work_46wmz2hmybd3bp23vpzkxqofpi 44 7 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 44 8 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 44 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 44 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 44 11 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 44 12 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 44 13 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 44 14 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 44 15 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 44 16 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 44 17 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 44 18 equity equity NN work_46wmz2hmybd3bp23vpzkxqofpi 44 19 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 44 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 44 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 44 22 correlation correlation NN work_46wmz2hmybd3bp23vpzkxqofpi 44 23 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 44 24 lagged lag VBN work_46wmz2hmybd3bp23vpzkxqofpi 44 25 equity equity NN work_46wmz2hmybd3bp23vpzkxqofpi 44 26 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 44 27 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 44 28 substantially substantially RB work_46wmz2hmybd3bp23vpzkxqofpi 44 29 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 44 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 45 1 Finally finally RB work_46wmz2hmybd3bp23vpzkxqofpi 45 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 45 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 45 4 examine examine VBP work_46wmz2hmybd3bp23vpzkxqofpi 45 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 45 6 determinants determinant NNS work_46wmz2hmybd3bp23vpzkxqofpi 45 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 45 8 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 45 9 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 45 10 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 45 11 . . . work_46wmz2hmybd3bp23vpzkxqofpi 46 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 46 2 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 46 3 evidence evidence NN work_46wmz2hmybd3bp23vpzkxqofpi 46 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 46 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 46 6 lagged lagged JJ work_46wmz2hmybd3bp23vpzkxqofpi 46 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 46 8 equity equity NN work_46wmz2hmybd3bp23vpzkxqofpi 46 9 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 46 10 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 46 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 46 12 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 46 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 46 14 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 46 15 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 46 16 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 46 17 consumer consumer NN work_46wmz2hmybd3bp23vpzkxqofpi 46 18 confidence confidence NN work_46wmz2hmybd3bp23vpzkxqofpi 46 19 predict predict VBP work_46wmz2hmybd3bp23vpzkxqofpi 46 20 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 46 21 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 46 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 46 23 highlighting highlight VBG work_46wmz2hmybd3bp23vpzkxqofpi 46 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 46 25 importance importance NN work_46wmz2hmybd3bp23vpzkxqofpi 46 26 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 46 27 luxury luxury NN work_46wmz2hmybd3bp23vpzkxqofpi 46 28 consumption consumption NN work_46wmz2hmybd3bp23vpzkxqofpi 46 29 demand demand NN work_46wmz2hmybd3bp23vpzkxqofpi 46 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 47 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 47 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 47 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 47 4 document document VBP work_46wmz2hmybd3bp23vpzkxqofpi 47 5 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 47 6 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 47 7 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 47 8 novel novel JJ work_46wmz2hmybd3bp23vpzkxqofpi 47 9 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 47 10 buyer buyer NN work_46wmz2hmybd3bp23vpzkxqofpi 47 11 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 47 12 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 47 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 47 14 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 47 15 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 47 16 volume volume NN work_46wmz2hmybd3bp23vpzkxqofpi 47 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 47 18 buy buy VB work_46wmz2hmybd3bp23vpzkxqofpi 47 19 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 47 20 in in RP work_46wmz2hmybd3bp23vpzkxqofpi 47 21 rates rate NNS work_46wmz2hmybd3bp23vpzkxqofpi 47 22 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 47 23 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 47 24 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 47 25 profile profile NN work_46wmz2hmybd3bp23vpzkxqofpi 47 26 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 47 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 47 28 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 47 29 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 47 30 media medium NNS work_46wmz2hmybd3bp23vpzkxqofpi 47 31 reports report NNS work_46wmz2hmybd3bp23vpzkxqofpi 47 32 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 47 33 forecasts forecast VBZ work_46wmz2hmybd3bp23vpzkxqofpi 47 34 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 47 35 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 47 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 48 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 48 2 suggests suggest VBZ work_46wmz2hmybd3bp23vpzkxqofpi 48 3 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 48 4 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 48 5 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 48 6 varying vary VBG work_46wmz2hmybd3bp23vpzkxqofpi 48 7 optimism optimism NN work_46wmz2hmybd3bp23vpzkxqofpi 48 8 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 48 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 48 10 potential potential NN work_46wmz2hmybd3bp23vpzkxqofpi 48 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 48 12 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 48 13 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 48 14 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 48 15 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 48 16 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 48 17 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 48 18 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 48 19 partially partially RB work_46wmz2hmybd3bp23vpzkxqofpi 48 20 explain explain VB work_46wmz2hmybd3bp23vpzkxqofpi 48 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 48 22 existence existence NN work_46wmz2hmybd3bp23vpzkxqofpi 48 23 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 48 24 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 48 25 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 48 26 cycles cycle NNS work_46wmz2hmybd3bp23vpzkxqofpi 48 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 49 1 II ii CD work_46wmz2hmybd3bp23vpzkxqofpi 49 2 . . . work_46wmz2hmybd3bp23vpzkxqofpi 50 1 Literature literature NN work_46wmz2hmybd3bp23vpzkxqofpi 50 2 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 50 3 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 50 4 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 50 5 Researchers researcher NNS work_46wmz2hmybd3bp23vpzkxqofpi 50 6 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 50 7 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 50 8 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 50 9 methodologies methodology NNS work_46wmz2hmybd3bp23vpzkxqofpi 50 10 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 50 11 calculate calculate VB work_46wmz2hmybd3bp23vpzkxqofpi 50 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 50 13 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 50 14 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 50 15 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 50 16 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 50 17 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 50 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 50 19 starting start VBG work_46wmz2hmybd3bp23vpzkxqofpi 50 20 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 50 21 public public JJ work_46wmz2hmybd3bp23vpzkxqofpi 50 22 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 50 23 records.1 records.1 CD work_46wmz2hmybd3bp23vpzkxqofpi 50 24 Stein Stein NNP work_46wmz2hmybd3bp23vpzkxqofpi 50 25 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 50 26 1977 1977 CD work_46wmz2hmybd3bp23vpzkxqofpi 50 27 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 50 28 considers consider VBZ work_46wmz2hmybd3bp23vpzkxqofpi 50 29 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 50 30 auctioned auctioned JJ work_46wmz2hmybd3bp23vpzkxqofpi 50 31 objects object NNS work_46wmz2hmybd3bp23vpzkxqofpi 50 32 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 50 33 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 50 34 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 50 35 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 50 36 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 50 37 random random JJ work_46wmz2hmybd3bp23vpzkxqofpi 50 38 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 50 39 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 50 40 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 50 41 underlying underlie VBG work_46wmz2hmybd3bp23vpzkxqofpi 50 42 stock stock NN work_46wmz2hmybd3bp23vpzkxqofpi 50 43 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 50 44 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 50 45 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 50 46 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 50 47 deceased deceased JJ work_46wmz2hmybd3bp23vpzkxqofpi 50 48 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 50 49 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 50 50 , , , work_46wmz2hmybd3bp23vpzkxqofpi 50 51 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 50 52 constructs construct VBZ work_46wmz2hmybd3bp23vpzkxqofpi 50 53 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 50 54 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 50 55 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 50 56 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 50 57 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 50 58 yearly yearly JJ work_46wmz2hmybd3bp23vpzkxqofpi 50 59 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 50 60 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 50 61 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 50 62 . . . work_46wmz2hmybd3bp23vpzkxqofpi 51 1 Baumol Baumol NNP work_46wmz2hmybd3bp23vpzkxqofpi 51 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 51 3 1986 1986 CD work_46wmz2hmybd3bp23vpzkxqofpi 51 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 51 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 51 6 Frey Frey NNP work_46wmz2hmybd3bp23vpzkxqofpi 51 7 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 51 8 Pommerehne Pommerehne NNP work_46wmz2hmybd3bp23vpzkxqofpi 51 9 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 51 10 1989 1989 CD work_46wmz2hmybd3bp23vpzkxqofpi 51 11 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 51 12 calculate calculate VBP work_46wmz2hmybd3bp23vpzkxqofpi 51 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 51 14 geometric geometric JJ work_46wmz2hmybd3bp23vpzkxqofpi 51 15 mean mean NN work_46wmz2hmybd3bp23vpzkxqofpi 51 16 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 51 17 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 51 18 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 51 19 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 51 20 sold sell VBD work_46wmz2hmybd3bp23vpzkxqofpi 51 21 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 51 22 least least RBS work_46wmz2hmybd3bp23vpzkxqofpi 51 23 twice twice RB work_46wmz2hmybd3bp23vpzkxqofpi 51 24 during during IN work_46wmz2hmybd3bp23vpzkxqofpi 51 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 51 26 considered consider VBN work_46wmz2hmybd3bp23vpzkxqofpi 51 27 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 51 28 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 51 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 52 1 Unfortunately unfortunately RB work_46wmz2hmybd3bp23vpzkxqofpi 52 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 52 3 however however RB work_46wmz2hmybd3bp23vpzkxqofpi 52 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 52 5 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 52 6 simple simple JJ work_46wmz2hmybd3bp23vpzkxqofpi 52 7 methods method NNS work_46wmz2hmybd3bp23vpzkxqofpi 52 8 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 52 9 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 52 10 enable enable VB work_46wmz2hmybd3bp23vpzkxqofpi 52 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 52 12 construction construction NN work_46wmz2hmybd3bp23vpzkxqofpi 52 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 52 14 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 52 15 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 52 16 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 52 17 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 52 18 adjusts adjust VBZ work_46wmz2hmybd3bp23vpzkxqofpi 52 19 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 52 20 variations variation NNS work_46wmz2hmybd3bp23vpzkxqofpi 52 21 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 52 22 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 52 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 53 1 Most Most JJS work_46wmz2hmybd3bp23vpzkxqofpi 53 2 recent recent JJ work_46wmz2hmybd3bp23vpzkxqofpi 53 3 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 53 4 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 53 5 therefore therefore RB work_46wmz2hmybd3bp23vpzkxqofpi 53 6 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 53 7 either either CC work_46wmz2hmybd3bp23vpzkxqofpi 53 8 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 53 9 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 53 10 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 53 11 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 53 12 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 53 13 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 53 14 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 53 15 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 53 16 measure measure VB work_46wmz2hmybd3bp23vpzkxqofpi 53 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 53 18 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 53 19 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 53 20 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 53 21 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 53 22 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 53 23 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 53 24 infrequently infrequently RB work_46wmz2hmybd3bp23vpzkxqofpi 53 25 traded trade VBN work_46wmz2hmybd3bp23vpzkxqofpi 53 26 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 53 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 53 28 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 53 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 53 30 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 53 31 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 53 32 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 53 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 54 1 Repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 54 2 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 54 3 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 54 4 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 54 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 54 6 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 54 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 54 8 explicitly explicitly RB work_46wmz2hmybd3bp23vpzkxqofpi 54 9 control control VBP work_46wmz2hmybd3bp23vpzkxqofpi 54 10 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 54 11 differences difference NNS work_46wmz2hmybd3bp23vpzkxqofpi 54 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 54 13 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 54 14 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 54 15 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 54 16 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 54 17 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 54 18 considering consider VBG work_46wmz2hmybd3bp23vpzkxqofpi 54 19 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 54 20 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 54 21 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 54 22 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 54 23 sold sell VBN work_46wmz2hmybd3bp23vpzkxqofpi 54 24 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 54 25 least least RBS work_46wmz2hmybd3bp23vpzkxqofpi 54 26 twice twice RB work_46wmz2hmybd3bp23vpzkxqofpi 54 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 55 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 55 2 method method NN work_46wmz2hmybd3bp23vpzkxqofpi 55 3 uses use VBZ work_46wmz2hmybd3bp23vpzkxqofpi 55 4 purchase purchase NN work_46wmz2hmybd3bp23vpzkxqofpi 55 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 55 6 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 55 7 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 55 8 pairs pair NNS work_46wmz2hmybd3bp23vpzkxqofpi 55 9 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 55 10 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 55 11 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 55 12 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 55 13 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 55 14 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 55 15 sold sell VBN work_46wmz2hmybd3bp23vpzkxqofpi 55 16 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 55 17 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 55 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 55 19 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 55 20 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 55 21 privately privately RB work_46wmz2hmybd3bp23vpzkxqofpi 55 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 55 23 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 55 24 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 55 25 through through IN work_46wmz2hmybd3bp23vpzkxqofpi 55 26 dealers dealer NNS work_46wmz2hmybd3bp23vpzkxqofpi 55 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 56 1 Total total JJ work_46wmz2hmybd3bp23vpzkxqofpi 56 2 turnover turnover NN work_46wmz2hmybd3bp23vpzkxqofpi 56 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 56 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 56 5 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 56 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 56 7 antiques antique NNS work_46wmz2hmybd3bp23vpzkxqofpi 56 8 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 56 9 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 56 10 roughly roughly RB work_46wmz2hmybd3bp23vpzkxqofpi 56 11 split split VBN work_46wmz2hmybd3bp23vpzkxqofpi 56 12 equally equally RB work_46wmz2hmybd3bp23vpzkxqofpi 56 13 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 56 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 56 15 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 56 16 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 56 17 types type NNS work_46wmz2hmybd3bp23vpzkxqofpi 56 18 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 56 19 McAndrew McAndrew NNP work_46wmz2hmybd3bp23vpzkxqofpi 56 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 56 21 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 56 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 56 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 57 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 57 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 57 3 it -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 57 4 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 57 5 generally generally RB work_46wmz2hmybd3bp23vpzkxqofpi 57 6 accepted accept VBN work_46wmz2hmybd3bp23vpzkxqofpi 57 7 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 57 8 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 57 9 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 57 10 set set VBD work_46wmz2hmybd3bp23vpzkxqofpi 57 11 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 57 12 benchmark benchmark NN work_46wmz2hmybd3bp23vpzkxqofpi 57 13 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 57 14 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 57 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 57 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 57 17 private private JJ work_46wmz2hmybd3bp23vpzkxqofpi 57 18 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 57 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 58 1 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 58 2 estimate estimate NN work_46wmz2hmybd3bp23vpzkxqofpi 58 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 58 4 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 58 5 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 58 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 58 7 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 58 8 portfolio portfolio NN work_46wmz2hmybd3bp23vpzkxqofpi 58 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 58 10 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 58 11 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 58 12 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 58 13 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 58 14 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 58 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 59 1 Pesando Pesando NNP work_46wmz2hmybd3bp23vpzkxqofpi 59 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 59 3 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 59 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 59 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 59 6 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 59 7 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 59 8 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 59 9 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 59 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 59 11 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 59 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 59 13 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 59 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 59 15 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 59 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 59 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 59 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 59 19 Pesando Pesando NNP work_46wmz2hmybd3bp23vpzkxqofpi 59 20 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 59 21 Shum Shum NNP work_46wmz2hmybd3bp23vpzkxqofpi 59 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 59 23 2008 2008 CD work_46wmz2hmybd3bp23vpzkxqofpi 59 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 59 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 59 26 among among IN work_46wmz2hmybd3bp23vpzkxqofpi 59 27 others other NNS work_46wmz2hmybd3bp23vpzkxqofpi 59 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 59 29 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 59 30 applied apply VBN work_46wmz2hmybd3bp23vpzkxqofpi 59 31 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 59 32 methodology methodology NN work_46wmz2hmybd3bp23vpzkxqofpi 59 33 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 59 34 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 59 35 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 59 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 60 1 There there EX work_46wmz2hmybd3bp23vpzkxqofpi 60 2 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 60 3 three three CD work_46wmz2hmybd3bp23vpzkxqofpi 60 4 problems problem NNS work_46wmz2hmybd3bp23vpzkxqofpi 60 5 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 60 6 existing exist VBG work_46wmz2hmybd3bp23vpzkxqofpi 60 7 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 60 8 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 60 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 61 1 First first RB work_46wmz2hmybd3bp23vpzkxqofpi 61 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 61 3 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 61 4 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 61 5 objects object NNS work_46wmz2hmybd3bp23vpzkxqofpi 61 6 trade trade VBP work_46wmz2hmybd3bp23vpzkxqofpi 61 7 very very RB work_46wmz2hmybd3bp23vpzkxqofpi 61 8 infrequently infrequently RB work_46wmz2hmybd3bp23vpzkxqofpi 61 9 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 61 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 61 11 resales resale NNS work_46wmz2hmybd3bp23vpzkxqofpi 61 12 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 61 13 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 61 14 hard hard JJ work_46wmz2hmybd3bp23vpzkxqofpi 61 15 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 61 16 identify identify VB work_46wmz2hmybd3bp23vpzkxqofpi 61 17 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 61 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 61 19 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 61 20 considering consider VBG work_46wmz2hmybd3bp23vpzkxqofpi 61 21 repeated repeat VBN work_46wmz2hmybd3bp23vpzkxqofpi 61 22 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 61 23 decimates decimate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 61 24 any any DT work_46wmz2hmybd3bp23vpzkxqofpi 61 25 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 61 26 set set VBN work_46wmz2hmybd3bp23vpzkxqofpi 61 27 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 61 28 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 61 29 relatively relatively RB work_46wmz2hmybd3bp23vpzkxqofpi 61 30 small small JJ work_46wmz2hmybd3bp23vpzkxqofpi 61 31 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 61 32 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 61 33 observations observation NNS work_46wmz2hmybd3bp23vpzkxqofpi 61 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 62 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 62 2 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 62 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 62 4 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 62 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 62 6 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 62 7 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 62 8 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 62 9 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 62 10 include include VBP work_46wmz2hmybd3bp23vpzkxqofpi 62 11 4,896 4,896 CD work_46wmz2hmybd3bp23vpzkxqofpi 62 12 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 62 13 pairs pair NNS work_46wmz2hmybd3bp23vpzkxqofpi 62 14 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 62 15 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 62 16 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 62 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 62 18 125 125 CD work_46wmz2hmybd3bp23vpzkxqofpi 62 19 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 62 20 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 62 21 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 62 22 et et NNP work_46wmz2hmybd3bp23vpzkxqofpi 62 23 al al NNP work_46wmz2hmybd3bp23vpzkxqofpi 62 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 63 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 63 2 2011 2011 LS work_46wmz2hmybd3bp23vpzkxqofpi 63 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 63 4 use use VBP work_46wmz2hmybd3bp23vpzkxqofpi 63 5 even even RB work_46wmz2hmybd3bp23vpzkxqofpi 63 6 fewer few JJR work_46wmz2hmybd3bp23vpzkxqofpi 63 7 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 63 8 pairs pair NNS work_46wmz2hmybd3bp23vpzkxqofpi 63 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 63 10 although although IN work_46wmz2hmybd3bp23vpzkxqofpi 63 11 their -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 63 12 focus focus NN work_46wmz2hmybd3bp23vpzkxqofpi 63 13 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 63 14 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 63 15 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 63 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 63 17 resulting result VBG work_46wmz2hmybd3bp23vpzkxqofpi 63 18 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 63 19 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 63 20 itself -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 63 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 64 1 Meese Meese NNP work_46wmz2hmybd3bp23vpzkxqofpi 64 2 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 64 3 Wallace Wallace NNP work_46wmz2hmybd3bp23vpzkxqofpi 64 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 64 5 1997 1997 CD work_46wmz2hmybd3bp23vpzkxqofpi 64 6 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 64 7 show show VBP work_46wmz2hmybd3bp23vpzkxqofpi 64 8 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 64 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 64 10 use use NN work_46wmz2hmybd3bp23vpzkxqofpi 64 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 64 12 such such JJ work_46wmz2hmybd3bp23vpzkxqofpi 64 13 small small JJ work_46wmz2hmybd3bp23vpzkxqofpi 64 14 databases database NNS work_46wmz2hmybd3bp23vpzkxqofpi 64 15 renders render VBZ work_46wmz2hmybd3bp23vpzkxqofpi 64 16 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 64 17 estimators estimator NNS work_46wmz2hmybd3bp23vpzkxqofpi 64 18 sensitive sensitive JJ work_46wmz2hmybd3bp23vpzkxqofpi 64 19 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 64 20 influential influential JJ work_46wmz2hmybd3bp23vpzkxqofpi 64 21 observations observation NNS work_46wmz2hmybd3bp23vpzkxqofpi 64 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 65 1 Second second RB work_46wmz2hmybd3bp23vpzkxqofpi 65 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 65 3 most most RBS work_46wmz2hmybd3bp23vpzkxqofpi 65 4 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 65 5 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 65 6 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 65 7 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 65 8 suffer suffer VBP work_46wmz2hmybd3bp23vpzkxqofpi 65 9 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 65 10 selection selection NN work_46wmz2hmybd3bp23vpzkxqofpi 65 11 issues issue NNS work_46wmz2hmybd3bp23vpzkxqofpi 65 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 66 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 66 2 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 66 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 66 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 66 5 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 66 6 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 66 7 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 66 8 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 66 9 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 66 10 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 66 11 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 66 12 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 66 13 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 66 14 includes include VBZ work_46wmz2hmybd3bp23vpzkxqofpi 66 15 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 66 16 pairs pair NNS work_46wmz2hmybd3bp23vpzkxqofpi 66 17 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 66 18 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 66 19 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 66 20 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 66 21 anywhere anywhere RB work_46wmz2hmybd3bp23vpzkxqofpi 66 22 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 66 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 66 24 world world NN work_46wmz2hmybd3bp23vpzkxqofpi 66 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 66 26 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 66 27 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 66 28 resale resale NN work_46wmz2hmybd3bp23vpzkxqofpi 66 29 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 66 30 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 66 31 ’s ’s NNP work_46wmz2hmybd3bp23vpzkxqofpi 66 32 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 66 33 Christie Christie NNP work_46wmz2hmybd3bp23vpzkxqofpi 66 34 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 66 35 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 66 36 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 66 37 – – : work_46wmz2hmybd3bp23vpzkxqofpi 66 38 arguably arguably RB work_46wmz2hmybd3bp23vpzkxqofpi 66 39 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 66 40 most most RBS work_46wmz2hmybd3bp23vpzkxqofpi 66 41 expensive expensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 66 42 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 66 43 rooms room NNS work_46wmz2hmybd3bp23vpzkxqofpi 66 44 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 66 45 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 66 46 world world NN work_46wmz2hmybd3bp23vpzkxqofpi 66 47 . . . work_46wmz2hmybd3bp23vpzkxqofpi 67 1 Moreover moreover RB work_46wmz2hmybd3bp23vpzkxqofpi 67 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 67 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 67 4 initial initial JJ work_46wmz2hmybd3bp23vpzkxqofpi 67 5 purchase purchase NN work_46wmz2hmybd3bp23vpzkxqofpi 67 6 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 67 7 identified identify VBN work_46wmz2hmybd3bp23vpzkxqofpi 67 8 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 67 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 67 10 provenance provenance NN work_46wmz2hmybd3bp23vpzkxqofpi 67 11 entries entry NNS work_46wmz2hmybd3bp23vpzkxqofpi 67 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 67 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 67 14 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 67 15 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 67 16 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 67 17 catalogues catalogue NNS work_46wmz2hmybd3bp23vpzkxqofpi 67 18 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 67 19 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 67 20 information information NN work_46wmz2hmybd3bp23vpzkxqofpi 67 21 could could MD work_46wmz2hmybd3bp23vpzkxqofpi 67 22 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 67 23 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 67 24 likely likely JJ work_46wmz2hmybd3bp23vpzkxqofpi 67 25 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 67 26 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 67 27 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 67 28 when when WRB work_46wmz2hmybd3bp23vpzkxqofpi 67 29 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 67 30 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 67 31 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 67 32 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 67 33 expected expect VBN work_46wmz2hmybd3bp23vpzkxqofpi 67 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 68 1 An an DT work_46wmz2hmybd3bp23vpzkxqofpi 68 2 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 68 3 estimated estimate VBN work_46wmz2hmybd3bp23vpzkxqofpi 68 4 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 68 5 upon upon IN work_46wmz2hmybd3bp23vpzkxqofpi 68 6 such such PDT work_46wmz2hmybd3bp23vpzkxqofpi 68 7 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 68 8 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 68 9 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 68 10 thus thus RB work_46wmz2hmybd3bp23vpzkxqofpi 68 11 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 68 12 biased bias VBN work_46wmz2hmybd3bp23vpzkxqofpi 68 13 upwards upwards RB work_46wmz2hmybd3bp23vpzkxqofpi 68 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 69 1 Other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 69 2 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 69 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 69 4 including include VBG work_46wmz2hmybd3bp23vpzkxqofpi 69 5 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 69 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 69 7 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 69 8 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 69 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 69 10 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 69 11 utilized utilize VBN work_46wmz2hmybd3bp23vpzkxqofpi 69 12 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 69 13 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 69 14 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 69 15 information information NN work_46wmz2hmybd3bp23vpzkxqofpi 69 16 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 69 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 69 18 so so RB work_46wmz2hmybd3bp23vpzkxqofpi 69 19 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 69 20 called call VBN work_46wmz2hmybd3bp23vpzkxqofpi 69 21 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 69 22 Reitlinger Reitlinger NNP work_46wmz2hmybd3bp23vpzkxqofpi 69 23 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 69 24 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 69 25 – – : work_46wmz2hmybd3bp23vpzkxqofpi 69 26 books book NNS work_46wmz2hmybd3bp23vpzkxqofpi 69 27 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 69 28 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 69 29 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 69 30 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 69 31 until until IN work_46wmz2hmybd3bp23vpzkxqofpi 69 32 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 69 33 1960s 1960s CD work_46wmz2hmybd3bp23vpzkxqofpi 69 34 – – : work_46wmz2hmybd3bp23vpzkxqofpi 69 35 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 69 36 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 69 37 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 69 38 well well RB work_46wmz2hmybd3bp23vpzkxqofpi 69 39 known know VBN work_46wmz2hmybd3bp23vpzkxqofpi 69 40 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 69 41 they -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 69 42 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 69 43 incomplete incomplete JJ work_46wmz2hmybd3bp23vpzkxqofpi 69 44 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 69 45 focus focus VBP work_46wmz2hmybd3bp23vpzkxqofpi 69 46 disproportionately disproportionately RB work_46wmz2hmybd3bp23vpzkxqofpi 69 47 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 69 48 famous famous JJ work_46wmz2hmybd3bp23vpzkxqofpi 69 49 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 69 50 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 69 51 Guerzoni Guerzoni NNP work_46wmz2hmybd3bp23vpzkxqofpi 69 52 , , , work_46wmz2hmybd3bp23vpzkxqofpi 69 53 1995 1995 CD work_46wmz2hmybd3bp23vpzkxqofpi 69 54 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 69 55 . . . work_46wmz2hmybd3bp23vpzkxqofpi 70 1 Third third JJ work_46wmz2hmybd3bp23vpzkxqofpi 70 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 70 3 even even RB work_46wmz2hmybd3bp23vpzkxqofpi 70 4 abstracting abstract VBG work_46wmz2hmybd3bp23vpzkxqofpi 70 5 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 70 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 70 7 issues issue NNS work_46wmz2hmybd3bp23vpzkxqofpi 70 8 just just RB work_46wmz2hmybd3bp23vpzkxqofpi 70 9 outlined outline VBN work_46wmz2hmybd3bp23vpzkxqofpi 70 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 70 11 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 70 12 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 70 13 trade trade VBP work_46wmz2hmybd3bp23vpzkxqofpi 70 14 twice twice RB work_46wmz2hmybd3bp23vpzkxqofpi 70 15 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 70 16 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 70 17 general general JJ work_46wmz2hmybd3bp23vpzkxqofpi 70 18 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 70 19 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 70 20 representative representative JJ work_46wmz2hmybd3bp23vpzkxqofpi 70 21 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 70 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 70 23 overall overall JJ work_46wmz2hmybd3bp23vpzkxqofpi 70 24 population population NN work_46wmz2hmybd3bp23vpzkxqofpi 70 25 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 70 26 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 70 27 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 70 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 71 1 Hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 71 2 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 71 3 control control NN work_46wmz2hmybd3bp23vpzkxqofpi 71 4 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 71 5 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 71 6 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 71 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 71 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 71 9 transacted transact VBN work_46wmz2hmybd3bp23vpzkxqofpi 71 10 goods good NNS work_46wmz2hmybd3bp23vpzkxqofpi 71 11 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 71 12 attributing attribute VBG work_46wmz2hmybd3bp23vpzkxqofpi 71 13 implicit implicit JJ work_46wmz2hmybd3bp23vpzkxqofpi 71 14 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 71 15 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 71 16 their -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 71 17 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 71 18 utility utility NN work_46wmz2hmybd3bp23vpzkxqofpi 71 19 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 71 20 bearing bear VBG work_46wmz2hmybd3bp23vpzkxqofpi 71 21 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 71 22 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 71 23 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 71 24 Rosen Rosen NNP work_46wmz2hmybd3bp23vpzkxqofpi 71 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 71 26 1974 1974 CD work_46wmz2hmybd3bp23vpzkxqofpi 71 27 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 71 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 72 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 72 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 72 3 often often RB work_46wmz2hmybd3bp23vpzkxqofpi 72 4 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 72 5 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 72 6 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 72 7 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 72 8 dummy dummy NN work_46wmz2hmybd3bp23vpzkxqofpi 72 9 variant variant NN work_46wmz2hmybd3bp23vpzkxqofpi 72 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 72 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 72 12 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 72 13 pricing pricing NN work_46wmz2hmybd3bp23vpzkxqofpi 72 14 methodology methodology NN work_46wmz2hmybd3bp23vpzkxqofpi 72 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 72 16 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 72 17 available available JJ work_46wmz2hmybd3bp23vpzkxqofpi 72 18 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 72 19 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 72 20 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 72 21 pooled pool VBN work_46wmz2hmybd3bp23vpzkxqofpi 72 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 72 23 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 72 24 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 72 25 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 72 26 regressed regress VBN work_46wmz2hmybd3bp23vpzkxqofpi 72 27 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 72 28 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 72 29 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 72 30 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 72 31 value- value- NN work_46wmz2hmybd3bp23vpzkxqofpi 72 32 determining determine VBG work_46wmz2hmybd3bp23vpzkxqofpi 72 33 attributes attribute NNS work_46wmz2hmybd3bp23vpzkxqofpi 72 34 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 72 35 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 72 36 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 72 37 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 72 38 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 72 39 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 72 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 73 1 Under under IN work_46wmz2hmybd3bp23vpzkxqofpi 73 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 73 3 assumption assumption NN work_46wmz2hmybd3bp23vpzkxqofpi 73 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 73 5 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 73 6 omitted omit VBN work_46wmz2hmybd3bp23vpzkxqofpi 73 7 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 73 8 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 73 9 orthogonal orthogonal JJ work_46wmz2hmybd3bp23vpzkxqofpi 73 10 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 73 11 those those DT work_46wmz2hmybd3bp23vpzkxqofpi 73 12 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 73 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 73 14 Meese Meese NNP work_46wmz2hmybd3bp23vpzkxqofpi 73 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 73 16 Wallace Wallace NNP work_46wmz2hmybd3bp23vpzkxqofpi 73 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 73 18 1997),2 1997),2 VBZ work_46wmz2hmybd3bp23vpzkxqofpi 73 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 73 20 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 73 21 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 73 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 73 23 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 73 24 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 73 25 account account VBP work_46wmz2hmybd3bp23vpzkxqofpi 73 26 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 73 27 constant constant JJ work_46wmz2hmybd3bp23vpzkxqofpi 73 28 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 73 29 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 73 30 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 73 31 trends trend NNS work_46wmz2hmybd3bp23vpzkxqofpi 73 32 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 73 33 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 73 34 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 73 35 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 73 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 74 1 Since since IN work_46wmz2hmybd3bp23vpzkxqofpi 74 2 no no DT work_46wmz2hmybd3bp23vpzkxqofpi 74 3 information information NN work_46wmz2hmybd3bp23vpzkxqofpi 74 4 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 74 5 thrown throw VBN work_46wmz2hmybd3bp23vpzkxqofpi 74 6 away away RB work_46wmz2hmybd3bp23vpzkxqofpi 74 7 prior prior RB work_46wmz2hmybd3bp23vpzkxqofpi 74 8 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 74 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 74 10 estimation estimation NN work_46wmz2hmybd3bp23vpzkxqofpi 74 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 74 12 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 74 13 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 74 14 make make VBP work_46wmz2hmybd3bp23vpzkxqofpi 74 15 efficient efficient JJ work_46wmz2hmybd3bp23vpzkxqofpi 74 16 use use NN work_46wmz2hmybd3bp23vpzkxqofpi 74 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 74 18 available available JJ work_46wmz2hmybd3bp23vpzkxqofpi 74 19 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 74 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 74 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 74 22 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 74 23 therefore therefore RB work_46wmz2hmybd3bp23vpzkxqofpi 74 24 give give VB work_46wmz2hmybd3bp23vpzkxqofpi 74 25 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 74 26 reliable reliable JJ work_46wmz2hmybd3bp23vpzkxqofpi 74 27 estimates estimate NNS work_46wmz2hmybd3bp23vpzkxqofpi 74 28 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 74 29 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 74 30 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 74 31 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 74 32 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 74 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 75 1 Not not RB work_46wmz2hmybd3bp23vpzkxqofpi 75 2 surprisingly surprisingly RB work_46wmz2hmybd3bp23vpzkxqofpi 75 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 75 4 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 75 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 75 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 75 7 key key JJ work_46wmz2hmybd3bp23vpzkxqofpi 75 8 difficulties difficulty NNS work_46wmz2hmybd3bp23vpzkxqofpi 75 9 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 75 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 75 11 choice choice NN work_46wmz2hmybd3bp23vpzkxqofpi 75 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 75 13 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 75 14 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 75 15 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 75 16 Ashenfelter Ashenfelter NNP work_46wmz2hmybd3bp23vpzkxqofpi 75 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 75 18 Graddy Graddy NNP work_46wmz2hmybd3bp23vpzkxqofpi 75 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 75 20 2003 2003 CD work_46wmz2hmybd3bp23vpzkxqofpi 75 21 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 75 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 76 1 Observable observable JJ work_46wmz2hmybd3bp23vpzkxqofpi 76 2 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 76 3 easily easily RB work_46wmz2hmybd3bp23vpzkxqofpi 76 4 quantifiable quantifiable JJ work_46wmz2hmybd3bp23vpzkxqofpi 76 5 features feature NNS work_46wmz2hmybd3bp23vpzkxqofpi 76 6 such such JJ work_46wmz2hmybd3bp23vpzkxqofpi 76 7 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 76 8 size size NN work_46wmz2hmybd3bp23vpzkxqofpi 76 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 76 10 medium medium NN work_46wmz2hmybd3bp23vpzkxqofpi 76 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 76 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 76 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 76 14 location location NN work_46wmz2hmybd3bp23vpzkxqofpi 76 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 76 16 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 76 17 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 76 18 frequently frequently RB work_46wmz2hmybd3bp23vpzkxqofpi 76 19 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 76 20 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 76 21 Anderson Anderson NNP work_46wmz2hmybd3bp23vpzkxqofpi 76 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 76 23 1974 1974 CD work_46wmz2hmybd3bp23vpzkxqofpi 76 24 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 76 25 Buelens Buelens NNP work_46wmz2hmybd3bp23vpzkxqofpi 76 26 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 76 27 Ginsburgh Ginsburgh NNP work_46wmz2hmybd3bp23vpzkxqofpi 76 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 76 29 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 76 30 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 76 31 Chanel Chanel NNP work_46wmz2hmybd3bp23vpzkxqofpi 76 32 et et NNP work_46wmz2hmybd3bp23vpzkxqofpi 76 33 al al NNP work_46wmz2hmybd3bp23vpzkxqofpi 76 34 . . NNP work_46wmz2hmybd3bp23vpzkxqofpi 76 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 76 36 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 76 37 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 76 38 Agnello Agnello NNP work_46wmz2hmybd3bp23vpzkxqofpi 76 39 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 76 40 Pierce Pierce NNP work_46wmz2hmybd3bp23vpzkxqofpi 76 41 , , , work_46wmz2hmybd3bp23vpzkxqofpi 76 42 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 76 43 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 76 44 , , , work_46wmz2hmybd3bp23vpzkxqofpi 76 45 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 76 46 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 76 47 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 76 48 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 76 49 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 76 50 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 76 51 often often RB work_46wmz2hmybd3bp23vpzkxqofpi 76 52 remains remain VBZ work_46wmz2hmybd3bp23vpzkxqofpi 76 53 relatively relatively RB work_46wmz2hmybd3bp23vpzkxqofpi 76 54 limited limited JJ work_46wmz2hmybd3bp23vpzkxqofpi 76 55 . . . work_46wmz2hmybd3bp23vpzkxqofpi 77 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 77 2 literature literature NN work_46wmz2hmybd3bp23vpzkxqofpi 77 3 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 77 4 failed fail VBN work_46wmz2hmybd3bp23vpzkxqofpi 77 5 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 77 6 systematically systematically RB work_46wmz2hmybd3bp23vpzkxqofpi 77 7 include include VB work_46wmz2hmybd3bp23vpzkxqofpi 77 8 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 77 9 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 77 10 measure measure VBP work_46wmz2hmybd3bp23vpzkxqofpi 77 11 reputation reputation NN work_46wmz2hmybd3bp23vpzkxqofpi 77 12 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 77 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 77 14 strength strength NN work_46wmz2hmybd3bp23vpzkxqofpi 77 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 77 16 attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 77 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 77 18 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 77 19 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 77 20 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 77 21 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 77 22 determining determine VBG work_46wmz2hmybd3bp23vpzkxqofpi 77 23 factor factor NN work_46wmz2hmybd3bp23vpzkxqofpi 77 24 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 77 25 Old Old NNP work_46wmz2hmybd3bp23vpzkxqofpi 77 26 Masters Masters NNP work_46wmz2hmybd3bp23vpzkxqofpi 77 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 77 28 Robertson Robertson NNP work_46wmz2hmybd3bp23vpzkxqofpi 77 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 77 30 2005 2005 CD work_46wmz2hmybd3bp23vpzkxqofpi 77 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 77 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 78 1 Also also RB work_46wmz2hmybd3bp23vpzkxqofpi 78 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 78 3 just just RB work_46wmz2hmybd3bp23vpzkxqofpi 78 4 like like IN work_46wmz2hmybd3bp23vpzkxqofpi 78 5 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 78 6 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 78 7 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 78 8 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 78 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 78 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 78 11 utilized utilize VBN work_46wmz2hmybd3bp23vpzkxqofpi 78 12 samples sample NNS work_46wmz2hmybd3bp23vpzkxqofpi 78 13 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 78 14 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 78 15 relatively relatively RB work_46wmz2hmybd3bp23vpzkxqofpi 78 16 small small JJ work_46wmz2hmybd3bp23vpzkxqofpi 78 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 78 18 selective selective JJ work_46wmz2hmybd3bp23vpzkxqofpi 78 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 79 1 Research research NN work_46wmz2hmybd3bp23vpzkxqofpi 79 2 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 79 3 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 79 4 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 79 5 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 79 6 Although although IN work_46wmz2hmybd3bp23vpzkxqofpi 79 7 there there EX work_46wmz2hmybd3bp23vpzkxqofpi 79 8 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 79 9 omitted omit VBN work_46wmz2hmybd3bp23vpzkxqofpi 79 10 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 79 11 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 79 12 every every DT work_46wmz2hmybd3bp23vpzkxqofpi 79 13 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 79 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 79 15 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 79 16 pricing pricing NN work_46wmz2hmybd3bp23vpzkxqofpi 79 17 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 79 18 particularly particularly RB work_46wmz2hmybd3bp23vpzkxqofpi 79 19 suitable suitable JJ work_46wmz2hmybd3bp23vpzkxqofpi 79 20 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 79 21 luxury luxury NN work_46wmz2hmybd3bp23vpzkxqofpi 79 22 consumption consumption NN work_46wmz2hmybd3bp23vpzkxqofpi 79 23 goods good NNS work_46wmz2hmybd3bp23vpzkxqofpi 79 24 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 79 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 79 26 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 79 27 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 79 28 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 79 29 limited limited JJ work_46wmz2hmybd3bp23vpzkxqofpi 79 30 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 79 31 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 79 32 key key JJ work_46wmz2hmybd3bp23vpzkxqofpi 79 33 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 79 34 often often RB work_46wmz2hmybd3bp23vpzkxqofpi 79 35 determine determine VBP work_46wmz2hmybd3bp23vpzkxqofpi 79 36 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 79 37 willingness willingness NN work_46wmz2hmybd3bp23vpzkxqofpi 79 38 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 79 39 pay pay VB work_46wmz2hmybd3bp23vpzkxqofpi 79 40 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 79 41 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 79 42 item item NN work_46wmz2hmybd3bp23vpzkxqofpi 79 43 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 79 44 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 79 45 , , , work_46wmz2hmybd3bp23vpzkxqofpi 79 46 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 79 47 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 79 48 Cs Cs NNP work_46wmz2hmybd3bp23vpzkxqofpi 79 49 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 79 50 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 79 51 diamond diamond NN work_46wmz2hmybd3bp23vpzkxqofpi 79 52 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 79 53 . . . work_46wmz2hmybd3bp23vpzkxqofpi 80 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 80 2 any any DT work_46wmz2hmybd3bp23vpzkxqofpi 80 3 case case NN work_46wmz2hmybd3bp23vpzkxqofpi 80 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 80 5 Butler Butler NNP work_46wmz2hmybd3bp23vpzkxqofpi 80 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 80 7 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 80 8 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 80 9 argues argue VBZ work_46wmz2hmybd3bp23vpzkxqofpi 80 10 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 80 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 80 12 omitted omit VBN work_46wmz2hmybd3bp23vpzkxqofpi 80 13 variable variable JJ work_46wmz2hmybd3bp23vpzkxqofpi 80 14 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 80 15 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 80 16 often often RB work_46wmz2hmybd3bp23vpzkxqofpi 80 17 negligible negligible JJ work_46wmz2hmybd3bp23vpzkxqofpi 80 18 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 80 19 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 80 20 approximate approximate JJ work_46wmz2hmybd3bp23vpzkxqofpi 80 21 correctness correctness NN work_46wmz2hmybd3bp23vpzkxqofpi 80 22 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 80 23 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 80 24 achieved achieve VBN work_46wmz2hmybd3bp23vpzkxqofpi 80 25 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 80 26 significantly significantly RB work_46wmz2hmybd3bp23vpzkxqofpi 80 27 fewer few JJR work_46wmz2hmybd3bp23vpzkxqofpi 80 28 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 80 29 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 80 30 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 80 31 generally generally RB work_46wmz2hmybd3bp23vpzkxqofpi 80 32 supposed suppose VBN work_46wmz2hmybd3bp23vpzkxqofpi 80 33 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 80 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 81 1 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 81 2 either either CC work_46wmz2hmybd3bp23vpzkxqofpi 81 3 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 81 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 81 5 problematic problematic JJ work_46wmz2hmybd3bp23vpzkxqofpi 81 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 81 7 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 81 8 old old JJ work_46wmz2hmybd3bp23vpzkxqofpi 81 9 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 81 10 Reitlinger Reitlinger NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 11 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 81 12 mentioned mention VBN work_46wmz2hmybd3bp23vpzkxqofpi 81 13 before before IN work_46wmz2hmybd3bp23vpzkxqofpi 81 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 81 15 Buelens Buelens NNPS work_46wmz2hmybd3bp23vpzkxqofpi 81 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 81 17 Ginsburgh Ginsburgh NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 81 19 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 81 20 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 81 21 Chanel Chanel NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 22 et et NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 23 al al NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 24 . . NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 81 26 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 81 27 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 81 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 81 29 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 81 30 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 81 31 samples sample NNS work_46wmz2hmybd3bp23vpzkxqofpi 81 32 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 81 33 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 81 34 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 81 35 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 81 36 country country NN work_46wmz2hmybd3bp23vpzkxqofpi 81 37 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 81 38 Agnello Agnello NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 39 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 81 40 Pierce Pierce NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 41 , , , work_46wmz2hmybd3bp23vpzkxqofpi 81 42 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 81 43 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 81 44 Renneboog Renneboog NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 45 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 81 46 Van Van NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 47 Houtte Houtte NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 48 , , , work_46wmz2hmybd3bp23vpzkxqofpi 81 49 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 81 50 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 81 51 Higgs Higgs NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 52 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 81 53 Worthington Worthington NNP work_46wmz2hmybd3bp23vpzkxqofpi 81 54 , , , work_46wmz2hmybd3bp23vpzkxqofpi 81 55 2005 2005 CD work_46wmz2hmybd3bp23vpzkxqofpi 81 56 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 81 57 . . . work_46wmz2hmybd3bp23vpzkxqofpi 82 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 82 2 estimated estimate VBN work_46wmz2hmybd3bp23vpzkxqofpi 82 3 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 82 4 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 82 5 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 82 6 vary vary VBP work_46wmz2hmybd3bp23vpzkxqofpi 82 7 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 82 8 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 82 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 82 10 methodology methodology NN work_46wmz2hmybd3bp23vpzkxqofpi 82 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 82 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 82 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 82 14 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 82 15 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 82 16 under under IN work_46wmz2hmybd3bp23vpzkxqofpi 82 17 consideration consideration NN work_46wmz2hmybd3bp23vpzkxqofpi 82 18 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 82 19 Ashenfelter Ashenfelter NNP work_46wmz2hmybd3bp23vpzkxqofpi 82 20 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 82 21 Graddy Graddy NNP work_46wmz2hmybd3bp23vpzkxqofpi 82 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 82 23 2003 2003 CD work_46wmz2hmybd3bp23vpzkxqofpi 82 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 82 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 83 1 With with IN work_46wmz2hmybd3bp23vpzkxqofpi 83 2 respect respect NN work_46wmz2hmybd3bp23vpzkxqofpi 83 3 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 83 4 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 83 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 83 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 83 7 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 83 8 most most RBS work_46wmz2hmybd3bp23vpzkxqofpi 83 9 influential influential JJ work_46wmz2hmybd3bp23vpzkxqofpi 83 10 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 83 11 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 83 12 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 83 13 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 83 14 report report VBP work_46wmz2hmybd3bp23vpzkxqofpi 83 15 relatively relatively RB work_46wmz2hmybd3bp23vpzkxqofpi 83 16 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 83 17 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 83 18 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 83 19 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 83 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 83 21 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 83 22 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 83 23 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 83 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 83 25 twentieth twentieth JJ work_46wmz2hmybd3bp23vpzkxqofpi 83 26 century century NN work_46wmz2hmybd3bp23vpzkxqofpi 83 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 84 1 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 84 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 84 3 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 84 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 84 5 calculates calculate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 84 6 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 84 7 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 84 8 annual annual JJ work_46wmz2hmybd3bp23vpzkxqofpi 84 9 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 84 10 appreciation appreciation NN work_46wmz2hmybd3bp23vpzkxqofpi 84 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 84 12 3.8 3.8 CD work_46wmz2hmybd3bp23vpzkxqofpi 84 13 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 84 14 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 84 15 1850 1850 CD work_46wmz2hmybd3bp23vpzkxqofpi 84 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 84 17 1986 1986 CD work_46wmz2hmybd3bp23vpzkxqofpi 84 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 84 19 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 84 20 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 84 21 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 84 22 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 84 23 long long JJ work_46wmz2hmybd3bp23vpzkxqofpi 84 24 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 84 25 strong strong JJ work_46wmz2hmybd3bp23vpzkxqofpi 84 26 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 84 27 bull bull NN work_46wmz2hmybd3bp23vpzkxqofpi 84 28 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 84 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 84 30 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 84 31 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 84 32 annualized annualized JJ work_46wmz2hmybd3bp23vpzkxqofpi 84 33 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 84 34 average average VBP work_46wmz2hmybd3bp23vpzkxqofpi 84 35 around around RB work_46wmz2hmybd3bp23vpzkxqofpi 84 36 15 15 CD work_46wmz2hmybd3bp23vpzkxqofpi 84 37 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 84 38 , , , work_46wmz2hmybd3bp23vpzkxqofpi 84 39 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 84 40 1940 1940 CD work_46wmz2hmybd3bp23vpzkxqofpi 84 41 . . . work_46wmz2hmybd3bp23vpzkxqofpi 85 1 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 85 2 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 85 3 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 85 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 85 5 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 85 6 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 85 7 reports report VBZ work_46wmz2hmybd3bp23vpzkxqofpi 85 8 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 85 9 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 85 10 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 85 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 85 12 4.9 4.9 CD work_46wmz2hmybd3bp23vpzkxqofpi 85 13 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 85 14 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 85 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 85 16 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 85 17 1875 1875 CD work_46wmz2hmybd3bp23vpzkxqofpi 85 18 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 85 19 1999 1999 CD work_46wmz2hmybd3bp23vpzkxqofpi 85 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 85 21 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 85 22 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 85 23 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 85 24 annualized annualized JJ work_46wmz2hmybd3bp23vpzkxqofpi 85 25 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 85 26 estimate estimate NN work_46wmz2hmybd3bp23vpzkxqofpi 85 27 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 85 28 8.2 8.2 CD work_46wmz2hmybd3bp23vpzkxqofpi 85 29 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 85 30 after after IN work_46wmz2hmybd3bp23vpzkxqofpi 85 31 1950 1950 CD work_46wmz2hmybd3bp23vpzkxqofpi 85 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 86 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 86 2 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 86 3 prints print NNS work_46wmz2hmybd3bp23vpzkxqofpi 86 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 86 5 Pesando Pesando NNP work_46wmz2hmybd3bp23vpzkxqofpi 86 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 86 7 Shum Shum NNP work_46wmz2hmybd3bp23vpzkxqofpi 86 8 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 86 9 2008 2008 CD work_46wmz2hmybd3bp23vpzkxqofpi 86 10 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 86 11 report report VBP work_46wmz2hmybd3bp23vpzkxqofpi 86 12 much much RB work_46wmz2hmybd3bp23vpzkxqofpi 86 13 lower low JJR work_46wmz2hmybd3bp23vpzkxqofpi 86 14 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 86 15 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 86 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 86 17 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 86 18 1977 1977 CD work_46wmz2hmybd3bp23vpzkxqofpi 86 19 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 86 20 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 86 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 86 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 87 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 87 2 general general JJ work_46wmz2hmybd3bp23vpzkxqofpi 87 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 87 4 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 87 5 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 87 6 use use VBP work_46wmz2hmybd3bp23vpzkxqofpi 87 7 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 87 8 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 87 9 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 87 10 found find VBN work_46wmz2hmybd3bp23vpzkxqofpi 87 11 somewhat somewhat RB work_46wmz2hmybd3bp23vpzkxqofpi 87 12 lower low JJR work_46wmz2hmybd3bp23vpzkxqofpi 87 13 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 87 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 87 15 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 87 16 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 87 17 date date NN work_46wmz2hmybd3bp23vpzkxqofpi 87 18 no no DT work_46wmz2hmybd3bp23vpzkxqofpi 87 19 exhaustive exhaustive JJ work_46wmz2hmybd3bp23vpzkxqofpi 87 20 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 87 21 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 87 22 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 87 23 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 87 24 undertaken undertake VBN work_46wmz2hmybd3bp23vpzkxqofpi 87 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 88 1 III iii CD work_46wmz2hmybd3bp23vpzkxqofpi 88 2 . . . work_46wmz2hmybd3bp23vpzkxqofpi 89 1 Data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 89 2 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 89 3 methodology methodology NN work_46wmz2hmybd3bp23vpzkxqofpi 89 4 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 89 5 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 89 6 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 89 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 89 8 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 89 9 construct construct VBP work_46wmz2hmybd3bp23vpzkxqofpi 89 10 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 89 11 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 89 12 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 89 13 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 89 14 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 89 15 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 89 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 89 17 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 89 18 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 89 19 methodology methodology NN work_46wmz2hmybd3bp23vpzkxqofpi 89 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 90 1 As as IN work_46wmz2hmybd3bp23vpzkxqofpi 90 2 outlined outline VBN work_46wmz2hmybd3bp23vpzkxqofpi 90 3 before before RB work_46wmz2hmybd3bp23vpzkxqofpi 90 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 90 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 90 6 main main JJ work_46wmz2hmybd3bp23vpzkxqofpi 90 7 advantage advantage NN work_46wmz2hmybd3bp23vpzkxqofpi 90 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 90 9 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 90 10 approach approach NN work_46wmz2hmybd3bp23vpzkxqofpi 90 11 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 90 12 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 90 13 information information NN work_46wmz2hmybd3bp23vpzkxqofpi 90 14 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 90 15 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 90 16 observed observed JJ work_46wmz2hmybd3bp23vpzkxqofpi 90 17 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 90 18 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 90 19 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 90 20 taken take VBN work_46wmz2hmybd3bp23vpzkxqofpi 90 21 into into IN work_46wmz2hmybd3bp23vpzkxqofpi 90 22 account account NN work_46wmz2hmybd3bp23vpzkxqofpi 90 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 91 1 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 91 2 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 91 3 relates relate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 91 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 91 5 natural natural JJ work_46wmz2hmybd3bp23vpzkxqofpi 91 6 logs log NNS work_46wmz2hmybd3bp23vpzkxqofpi 91 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 91 8 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 91 9 USD usd NN work_46wmz2hmybd3bp23vpzkxqofpi 91 10 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 91 11 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 91 12 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 91 13 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 91 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 91 15 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 91 16 controlling control VBG work_46wmz2hmybd3bp23vpzkxqofpi 91 17 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 91 18 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 91 19 wide wide JJ work_46wmz2hmybd3bp23vpzkxqofpi 91 20 range range NN work_46wmz2hmybd3bp23vpzkxqofpi 91 21 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 91 22 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 91 23 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 91 24 : : : work_46wmz2hmybd3bp23vpzkxqofpi 91 25 ∑ ∑ . work_46wmz2hmybd3bp23vpzkxqofpi 91 26 ∑ ∑ . work_46wmz2hmybd3bp23vpzkxqofpi 91 27 = = NFP work_46wmz2hmybd3bp23vpzkxqofpi 91 28 = = SYM work_46wmz2hmybd3bp23vpzkxqofpi 91 29 + + CC work_46wmz2hmybd3bp23vpzkxqofpi 91 30 + + SYM work_46wmz2hmybd3bp23vpzkxqofpi 91 31 + + SYM work_46wmz2hmybd3bp23vpzkxqofpi 91 32 = = SYM work_46wmz2hmybd3bp23vpzkxqofpi 91 33 M M NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 34 m m NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 35 T T NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 36 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 91 37 ktkttmktmkt ktkttmktmkt NN work_46wmz2hmybd3bp23vpzkxqofpi 91 38 DXP DXP NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 39 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 91 40 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 91 41 ln ln NN work_46wmz2hmybd3bp23vpzkxqofpi 91 42 εγβα εγβα JJ work_46wmz2hmybd3bp23vpzkxqofpi 91 43 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 91 44 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 91 45 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 91 46 , , , work_46wmz2hmybd3bp23vpzkxqofpi 91 47 where where WRB work_46wmz2hmybd3bp23vpzkxqofpi 91 48 Pkt Pkt NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 49 represents represent VBZ work_46wmz2hmybd3bp23vpzkxqofpi 91 50 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 91 51 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 91 52 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 91 53 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 91 54 object object NN work_46wmz2hmybd3bp23vpzkxqofpi 91 55 k k NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 56 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 91 57 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 91 58 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 91 59 , , , work_46wmz2hmybd3bp23vpzkxqofpi 91 60 Xmkt Xmkt NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 61 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 91 62 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 91 63 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 91 64 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 91 65 characteristic characteristic JJ work_46wmz2hmybd3bp23vpzkxqofpi 91 66 m m NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 67 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 91 68 item item NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 69 k k NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 70 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 91 71 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 91 72 t t NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 73 , , , work_46wmz2hmybd3bp23vpzkxqofpi 91 74 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 91 75 Dkt Dkt NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 76 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 91 77 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 91 78 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 91 79 dummy dummy NN work_46wmz2hmybd3bp23vpzkxqofpi 91 80 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 91 81 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 91 82 takes take VBZ work_46wmz2hmybd3bp23vpzkxqofpi 91 83 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 91 84 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 91 85 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 91 86 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 91 87 object object NN work_46wmz2hmybd3bp23vpzkxqofpi 91 88 k k NN work_46wmz2hmybd3bp23vpzkxqofpi 91 89 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 91 90 sold sell VBN work_46wmz2hmybd3bp23vpzkxqofpi 91 91 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 91 92 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 91 93 t t NNP work_46wmz2hmybd3bp23vpzkxqofpi 91 94 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 91 95 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 91 96 zero zero CD work_46wmz2hmybd3bp23vpzkxqofpi 91 97 otherwise otherwise RB work_46wmz2hmybd3bp23vpzkxqofpi 91 98 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 91 99 . . . work_46wmz2hmybd3bp23vpzkxqofpi 92 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 92 2 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 92 3 βm βm RB work_46wmz2hmybd3bp23vpzkxqofpi 92 4 reflect reflect VBP work_46wmz2hmybd3bp23vpzkxqofpi 92 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 92 6 attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 92 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 92 8 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 92 9 relative relative JJ work_46wmz2hmybd3bp23vpzkxqofpi 92 10 shadow shadow NN work_46wmz2hmybd3bp23vpzkxqofpi 92 11 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 92 12 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 92 13 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 92 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 92 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 92 16 m m NNP work_46wmz2hmybd3bp23vpzkxqofpi 92 17 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 92 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 92 19 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 92 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 92 21 antilogs antilog NNS work_46wmz2hmybd3bp23vpzkxqofpi 92 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 92 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 92 24 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 92 25 γt γt PRP work_46wmz2hmybd3bp23vpzkxqofpi 92 26 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 92 27 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 92 28 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 92 29 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 92 30 construct construct VB work_46wmz2hmybd3bp23vpzkxqofpi 92 31 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 92 32 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 92 33 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 92 34 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 92 35 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 92 36 controls control VBZ work_46wmz2hmybd3bp23vpzkxqofpi 92 37 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 92 38 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 92 39 variation variation NN work_46wmz2hmybd3bp23vpzkxqofpi 92 40 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 92 41 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 92 42 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 92 43 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 92 44 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 92 45 sold sell VBN work_46wmz2hmybd3bp23vpzkxqofpi 92 46 . . . work_46wmz2hmybd3bp23vpzkxqofpi 93 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 93 2 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 93 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 93 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 93 5 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 93 6 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 93 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 93 8 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 93 9 t t NNP work_46wmz2hmybd3bp23vpzkxqofpi 93 10 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 93 11 : : : work_46wmz2hmybd3bp23vpzkxqofpi 93 12 100*)exp 100*)exp LS work_46wmz2hmybd3bp23vpzkxqofpi 93 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 93 14 tt tt NNP work_46wmz2hmybd3bp23vpzkxqofpi 93 15 γ≡Π γ≡Π NNP work_46wmz2hmybd3bp23vpzkxqofpi 93 16 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 93 17 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 93 18 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 93 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 93 20 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 93 21 γ0 γ0 NNP work_46wmz2hmybd3bp23vpzkxqofpi 93 22 set set VBD work_46wmz2hmybd3bp23vpzkxqofpi 93 23 equal equal JJ work_46wmz2hmybd3bp23vpzkxqofpi 93 24 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 93 25 0 0 CD work_46wmz2hmybd3bp23vpzkxqofpi 93 26 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 93 27 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 93 28 initial initial JJ work_46wmz2hmybd3bp23vpzkxqofpi 93 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 93 30 left leave VBN work_46wmz2hmybd3bp23vpzkxqofpi 93 31 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 93 32 out out RP work_46wmz2hmybd3bp23vpzkxqofpi 93 33 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 93 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 94 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 94 2 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 94 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 94 4 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 94 5 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 94 6 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 94 7 then then RB work_46wmz2hmybd3bp23vpzkxqofpi 94 8 : : : work_46wmz2hmybd3bp23vpzkxqofpi 94 9 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 94 10 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 94 11 − − NNP work_46wmz2hmybd3bp23vpzkxqofpi 94 12 Π π CD work_46wmz2hmybd3bp23vpzkxqofpi 94 13 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 94 14 ≡ ≡ CD work_46wmz2hmybd3bp23vpzkxqofpi 94 15 −t −t NN work_46wmz2hmybd3bp23vpzkxqofpi 94 16 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 94 17 tr tr NN work_46wmz2hmybd3bp23vpzkxqofpi 94 18 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 94 19 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 94 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 94 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 95 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 95 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 95 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 95 4 subtle subtle NN work_46wmz2hmybd3bp23vpzkxqofpi 95 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 95 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 95 7 often often RB work_46wmz2hmybd3bp23vpzkxqofpi 95 8 neglected neglect VBN work_46wmz2hmybd3bp23vpzkxqofpi 95 9 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 95 10 point point NN work_46wmz2hmybd3bp23vpzkxqofpi 95 11 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 95 12 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 95 13 such such PDT work_46wmz2hmybd3bp23vpzkxqofpi 95 14 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 95 15 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 95 16 will will MD work_46wmz2hmybd3bp23vpzkxqofpi 95 17 track track VB work_46wmz2hmybd3bp23vpzkxqofpi 95 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 95 19 geometric geometric NN work_46wmz2hmybd3bp23vpzkxqofpi 95 20 – – : work_46wmz2hmybd3bp23vpzkxqofpi 95 21 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 95 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 95 23 arithmetic arithmetic JJ work_46wmz2hmybd3bp23vpzkxqofpi 95 24 – – : work_46wmz2hmybd3bp23vpzkxqofpi 95 25 mean mean VB work_46wmz2hmybd3bp23vpzkxqofpi 95 26 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 95 27 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 95 28 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 95 29 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 95 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 95 31 due due IN work_46wmz2hmybd3bp23vpzkxqofpi 95 32 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 95 33 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 95 34 log log NN work_46wmz2hmybd3bp23vpzkxqofpi 95 35 transformation transformation NN work_46wmz2hmybd3bp23vpzkxqofpi 95 36 prior prior RB work_46wmz2hmybd3bp23vpzkxqofpi 95 37 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 95 38 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 95 39 estimation estimation NN work_46wmz2hmybd3bp23vpzkxqofpi 95 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 96 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 96 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 96 3 especially especially RB work_46wmz2hmybd3bp23vpzkxqofpi 96 4 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 96 5 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 96 6 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 96 7 estimation estimation NN work_46wmz2hmybd3bp23vpzkxqofpi 96 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 96 9 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 96 10 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 96 11 there there EX work_46wmz2hmybd3bp23vpzkxqofpi 96 12 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 96 13 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 96 14 variation variation NN work_46wmz2hmybd3bp23vpzkxqofpi 96 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 96 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 96 17 heterogeneity heterogeneity NN work_46wmz2hmybd3bp23vpzkxqofpi 96 18 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 96 19 controlled control VBN work_46wmz2hmybd3bp23vpzkxqofpi 96 20 dispersion dispersion NN work_46wmz2hmybd3bp23vpzkxqofpi 96 21 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 96 22 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 96 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 96 24 i.e. i.e. FW work_46wmz2hmybd3bp23vpzkxqofpi 96 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 96 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 96 27 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 96 28 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 96 29 residuals residual NNS work_46wmz2hmybd3bp23vpzkxqofpi 96 30 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 96 31 Silver silver NN work_46wmz2hmybd3bp23vpzkxqofpi 96 32 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 96 33 Heravi Heravi NNP work_46wmz2hmybd3bp23vpzkxqofpi 96 34 , , , work_46wmz2hmybd3bp23vpzkxqofpi 96 35 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 96 36 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 96 37 . . . work_46wmz2hmybd3bp23vpzkxqofpi 97 1 If if IN work_46wmz2hmybd3bp23vpzkxqofpi 97 2 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 97 3 assume assume VBP work_46wmz2hmybd3bp23vpzkxqofpi 97 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 97 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 97 6 6 6 CD work_46wmz2hmybd3bp23vpzkxqofpi 97 7 residuals residual NNS work_46wmz2hmybd3bp23vpzkxqofpi 97 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 97 9 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 97 10 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 97 11 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 97 12 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 97 13 normally normally RB work_46wmz2hmybd3bp23vpzkxqofpi 97 14 distributed distribute VBN work_46wmz2hmybd3bp23vpzkxqofpi 97 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 97 16 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 97 17 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 97 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 97 19 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 97 20 variance variance NN work_46wmz2hmybd3bp23vpzkxqofpi 97 21 2tσ 2tσ NN work_46wmz2hmybd3bp23vpzkxqofpi 97 22 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 97 23 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 97 24 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 97 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 97 26 then then RB work_46wmz2hmybd3bp23vpzkxqofpi 97 27 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 97 28 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 97 29 correct correct VB work_46wmz2hmybd3bp23vpzkxqofpi 97 30 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 97 31 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 97 32 transformation transformation NN work_46wmz2hmybd3bp23vpzkxqofpi 97 33 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 97 34 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 97 35 defining define VBG work_46wmz2hmybd3bp23vpzkxqofpi 97 36 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 97 37 corrected correct VBN work_46wmz2hmybd3bp23vpzkxqofpi 97 38 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 97 39 values value NNS work_46wmz2hmybd3bp23vpzkxqofpi 97 40 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 97 41 follows follow VBZ work_46wmz2hmybd3bp23vpzkxqofpi 97 42 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 97 43 Triplett Triplett NNP work_46wmz2hmybd3bp23vpzkxqofpi 97 44 , , , work_46wmz2hmybd3bp23vpzkxqofpi 97 45 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 97 46 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 97 47 Silver silver NN work_46wmz2hmybd3bp23vpzkxqofpi 97 48 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 97 49 Heravi Heravi NNP work_46wmz2hmybd3bp23vpzkxqofpi 97 50 , , , work_46wmz2hmybd3bp23vpzkxqofpi 97 51 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 97 52 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 97 53 : : : work_46wmz2hmybd3bp23vpzkxqofpi 97 54 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 97 55 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 97 56 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 97 57 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 97 58 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 97 59 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 97 60 exp exp CD work_46wmz2hmybd3bp23vpzkxqofpi 97 61 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 97 62 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 97 63 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 97 64   NNP work_46wmz2hmybd3bp23vpzkxqofpi 97 65   NNP work_46wmz2hmybd3bp23vpzkxqofpi 97 66   UH work_46wmz2hmybd3bp23vpzkxqofpi 97 67   NNP work_46wmz2hmybd3bp23vpzkxqofpi 97 68 −+≡Π −+≡Π NNP work_46wmz2hmybd3bp23vpzkxqofpi 97 69 σσγ σσγ NNP work_46wmz2hmybd3bp23vpzkxqofpi 97 70 ttt ttt NNP work_46wmz2hmybd3bp23vpzkxqofpi 97 71 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 97 72 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 97 73 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 97 74 . . . work_46wmz2hmybd3bp23vpzkxqofpi 98 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 98 2 corrected correct VBN work_46wmz2hmybd3bp23vpzkxqofpi 98 3 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 98 4 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 98 5 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 98 6 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 98 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 98 8 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 98 9 then then RB work_46wmz2hmybd3bp23vpzkxqofpi 98 10 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 98 11 defined define VBN work_46wmz2hmybd3bp23vpzkxqofpi 98 12 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 98 13 follows follow VBZ work_46wmz2hmybd3bp23vpzkxqofpi 98 14 : : : work_46wmz2hmybd3bp23vpzkxqofpi 98 15 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 98 16 * * SYM work_46wmz2hmybd3bp23vpzkxqofpi 98 17 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 98 18 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 98 19 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 98 20 − − NNP work_46wmz2hmybd3bp23vpzkxqofpi 98 21 Π π CD work_46wmz2hmybd3bp23vpzkxqofpi 98 22 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 98 23 ≡ ≡ CD work_46wmz2hmybd3bp23vpzkxqofpi 98 24 −t −t JJ work_46wmz2hmybd3bp23vpzkxqofpi 98 25 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 98 26 tr tr NN work_46wmz2hmybd3bp23vpzkxqofpi 98 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 98 28 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 98 29 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 98 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 99 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 99 2 describe describe VBP work_46wmz2hmybd3bp23vpzkxqofpi 99 3 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 99 4 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 99 5 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 99 6 subsection subsection NN work_46wmz2hmybd3bp23vpzkxqofpi 99 7 A. a. NN work_46wmz2hmybd3bp23vpzkxqofpi 100 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 100 2 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 100 3 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 100 4 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 100 5 will will MD work_46wmz2hmybd3bp23vpzkxqofpi 100 6 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 100 7 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 100 8 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 100 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 100 10 estimation estimation NN work_46wmz2hmybd3bp23vpzkxqofpi 100 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 100 12 Eq Eq NNP work_46wmz2hmybd3bp23vpzkxqofpi 100 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 101 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 101 2 1 1 LS work_46wmz2hmybd3bp23vpzkxqofpi 101 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 101 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 101 5 presented present VBN work_46wmz2hmybd3bp23vpzkxqofpi 101 6 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 101 7 subsection subsection NN work_46wmz2hmybd3bp23vpzkxqofpi 101 8 B. B. NNP work_46wmz2hmybd3bp23vpzkxqofpi 102 1 A. A. NNP work_46wmz2hmybd3bp23vpzkxqofpi 103 1 Data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 103 2 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 103 3 focus focus VBP work_46wmz2hmybd3bp23vpzkxqofpi 103 4 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 103 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 103 6 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 103 7 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 103 8 oil oil NN work_46wmz2hmybd3bp23vpzkxqofpi 103 9 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 103 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 103 11 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 103 12 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 103 13 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 103 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 103 15 i.e. i.e. FW work_46wmz2hmybd3bp23vpzkxqofpi 103 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 103 17 watercolors watercolor NNS work_46wmz2hmybd3bp23vpzkxqofpi 103 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 103 19 drawings drawing NNS work_46wmz2hmybd3bp23vpzkxqofpi 103 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 103 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 103 22 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 103 23 account account VBP work_46wmz2hmybd3bp23vpzkxqofpi 103 24 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 103 25 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 103 26 substantial substantial JJ work_46wmz2hmybd3bp23vpzkxqofpi 103 27 proportion proportion NN work_46wmz2hmybd3bp23vpzkxqofpi 103 28 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 103 29 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 103 30 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 103 31 – – : work_46wmz2hmybd3bp23vpzkxqofpi 103 32 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 103 33 about about RB work_46wmz2hmybd3bp23vpzkxqofpi 103 34 85 85 CD work_46wmz2hmybd3bp23vpzkxqofpi 103 35 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 103 36 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 103 37 total total JJ work_46wmz2hmybd3bp23vpzkxqofpi 103 38 turnover turnover NN work_46wmz2hmybd3bp23vpzkxqofpi 103 39 – – : work_46wmz2hmybd3bp23vpzkxqofpi 103 40 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 103 41 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 103 42 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 103 43 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 103 44 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 103 45 Artprice Artprice NNP work_46wmz2hmybd3bp23vpzkxqofpi 103 46 , , , work_46wmz2hmybd3bp23vpzkxqofpi 103 47 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 103 48 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 103 49 . . . work_46wmz2hmybd3bp23vpzkxqofpi 104 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 104 2 start start VBP work_46wmz2hmybd3bp23vpzkxqofpi 104 3 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 104 4 compiling compile VBG work_46wmz2hmybd3bp23vpzkxqofpi 104 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 104 6 list list NN work_46wmz2hmybd3bp23vpzkxqofpi 104 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 104 8 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 104 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 105 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 105 2 selection selection NN work_46wmz2hmybd3bp23vpzkxqofpi 105 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 105 4 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 105 5 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 105 6 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 105 7 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 105 8 as as RB work_46wmz2hmybd3bp23vpzkxqofpi 105 9 exhaustive exhaustive JJ work_46wmz2hmybd3bp23vpzkxqofpi 105 10 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 105 11 possible possible JJ work_46wmz2hmybd3bp23vpzkxqofpi 105 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 105 13 so so IN work_46wmz2hmybd3bp23vpzkxqofpi 105 14 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 105 15 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 105 16 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 105 17 have have VB work_46wmz2hmybd3bp23vpzkxqofpi 105 18 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 105 19 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 105 20 towards towards IN work_46wmz2hmybd3bp23vpzkxqofpi 105 21 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 105 22 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 105 23 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 105 24 popular popular JJ work_46wmz2hmybd3bp23vpzkxqofpi 105 25 today today NN work_46wmz2hmybd3bp23vpzkxqofpi 105 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 105 27 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 105 28 therefore therefore RB work_46wmz2hmybd3bp23vpzkxqofpi 105 29 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 105 30 consult consult VBP work_46wmz2hmybd3bp23vpzkxqofpi 105 31 several several JJ work_46wmz2hmybd3bp23vpzkxqofpi 105 32 authoritative authoritative JJ work_46wmz2hmybd3bp23vpzkxqofpi 105 33 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 105 34 history history NN work_46wmz2hmybd3bp23vpzkxqofpi 105 35 resources resource NNS work_46wmz2hmybd3bp23vpzkxqofpi 105 36 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 105 37 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 105 38 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 105 39 periods period NNS work_46wmz2hmybd3bp23vpzkxqofpi 105 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 106 1 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 106 2 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 106 3 selection selection NN work_46wmz2hmybd3bp23vpzkxqofpi 106 4 procedure procedure NN work_46wmz2hmybd3bp23vpzkxqofpi 106 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 106 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 106 7 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 106 8 details detail NNS work_46wmz2hmybd3bp23vpzkxqofpi 106 9 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 106 10 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 106 11 found find VBN work_46wmz2hmybd3bp23vpzkxqofpi 106 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 106 13 Appendix Appendix NNP work_46wmz2hmybd3bp23vpzkxqofpi 106 14 A A NNP work_46wmz2hmybd3bp23vpzkxqofpi 106 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 106 16 culminates culminate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 106 17 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 106 18 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 106 19 list list NN work_46wmz2hmybd3bp23vpzkxqofpi 106 20 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 106 21 10,442 10,442 CD work_46wmz2hmybd3bp23vpzkxqofpi 106 22 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 106 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 107 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 107 2 classify classify VBP work_46wmz2hmybd3bp23vpzkxqofpi 107 3 4,490 4,490 CD work_46wmz2hmybd3bp23vpzkxqofpi 107 4 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 107 5 those those DT work_46wmz2hmybd3bp23vpzkxqofpi 107 6 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 107 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 107 8 at at RB work_46wmz2hmybd3bp23vpzkxqofpi 107 9 least least RBS work_46wmz2hmybd3bp23vpzkxqofpi 107 10 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 107 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 107 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 107 13 following follow VBG work_46wmz2hmybd3bp23vpzkxqofpi 107 14 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 107 15 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 107 16 : : : work_46wmz2hmybd3bp23vpzkxqofpi 107 17 Medieval Medieval NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 18 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 107 19 Renaissance Renaissance NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 20 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 21 Baroque Baroque NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 22 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 23 Rococo Rococo NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 24 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 25 Neoclassicism Neoclassicism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 26 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 27 Romanticism romanticism NN work_46wmz2hmybd3bp23vpzkxqofpi 107 28 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 29 Realism realism NN work_46wmz2hmybd3bp23vpzkxqofpi 107 30 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 31 Impressionism Impressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 32 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 107 33 Symbolism Symbolism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 34 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 35 Fauvism Fauvism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 36 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 107 37 Expressionism Expressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 38 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 39 Cubism Cubism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 40 , , , work_46wmz2hmybd3bp23vpzkxqofpi 107 41 Futurism Futurism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 42 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 107 43 Constructivism Constructivism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 44 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 45 Dada Dada NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 46 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 107 47 Surrealism Surrealism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 48 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 49 Abstract Abstract NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 50 Expressionism Expressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 51 ; ; , work_46wmz2hmybd3bp23vpzkxqofpi 107 52 Pop pop NN work_46wmz2hmybd3bp23vpzkxqofpi 107 53 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 107 54 Minimalism Minimalism NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 55 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 107 56 Contemporary Contemporary NNP work_46wmz2hmybd3bp23vpzkxqofpi 107 57 . . . work_46wmz2hmybd3bp23vpzkxqofpi 108 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 108 2 then then RB work_46wmz2hmybd3bp23vpzkxqofpi 108 3 collect collect VBP work_46wmz2hmybd3bp23vpzkxqofpi 108 4 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 108 5 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 108 6 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 108 7 relevant relevant JJ work_46wmz2hmybd3bp23vpzkxqofpi 108 8 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 108 9 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 108 10 matching match VBG work_46wmz2hmybd3bp23vpzkxqofpi 108 11 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 108 12 list list NN work_46wmz2hmybd3bp23vpzkxqofpi 108 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 108 14 names name NNS work_46wmz2hmybd3bp23vpzkxqofpi 108 15 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 108 16 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 108 17 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 108 18 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 108 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 108 20 online online JJ work_46wmz2hmybd3bp23vpzkxqofpi 108 21 database database NN work_46wmz2hmybd3bp23vpzkxqofpi 108 22 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 108 23 Sales Sales NNPS work_46wmz2hmybd3bp23vpzkxqofpi 108 24 Index Index NNP work_46wmz2hmybd3bp23vpzkxqofpi 108 25 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 108 26 http://www.artinfo.com/artsalesindex http://www.artinfo.com/artsalesindex $ work_46wmz2hmybd3bp23vpzkxqofpi 108 27 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 108 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 109 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 109 2 resource resource NN work_46wmz2hmybd3bp23vpzkxqofpi 109 3 contains contain VBZ work_46wmz2hmybd3bp23vpzkxqofpi 109 4 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 109 5 records record NNS work_46wmz2hmybd3bp23vpzkxqofpi 109 6 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 109 7 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 109 8 types type NNS work_46wmz2hmybd3bp23vpzkxqofpi 109 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 109 10 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 109 11 . . . work_46wmz2hmybd3bp23vpzkxqofpi 110 1 Prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 110 2 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 110 3 hammer hammer NN work_46wmz2hmybd3bp23vpzkxqofpi 110 4 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 110 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 110 6 exclusive exclusive JJ work_46wmz2hmybd3bp23vpzkxqofpi 110 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 110 8 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 110 9 costs cost NNS work_46wmz2hmybd3bp23vpzkxqofpi 110 10 . . . work_46wmz2hmybd3bp23vpzkxqofpi 111 1 Historically historically RB work_46wmz2hmybd3bp23vpzkxqofpi 111 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 111 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 111 4 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 111 5 Sales Sales NNPS work_46wmz2hmybd3bp23vpzkxqofpi 111 6 Index Index NNP work_46wmz2hmybd3bp23vpzkxqofpi 111 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 111 8 just just RB work_46wmz2hmybd3bp23vpzkxqofpi 111 9 like like IN work_46wmz2hmybd3bp23vpzkxqofpi 111 10 many many JJ work_46wmz2hmybd3bp23vpzkxqofpi 111 11 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 111 12 databases database NNS work_46wmz2hmybd3bp23vpzkxqofpi 111 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 111 14 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 111 15 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 111 16 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 111 17 buy buy NN work_46wmz2hmybd3bp23vpzkxqofpi 111 18 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 111 19 ins in NNS work_46wmz2hmybd3bp23vpzkxqofpi 111 20 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 111 21 i.e. i.e. FW work_46wmz2hmybd3bp23vpzkxqofpi 111 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 111 23 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 111 24 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 111 25 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 111 26 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 111 27 reach reach VB work_46wmz2hmybd3bp23vpzkxqofpi 111 28 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 111 29 reserve reserve NN work_46wmz2hmybd3bp23vpzkxqofpi 111 30 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 111 31 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 111 32 remain remain VBP work_46wmz2hmybd3bp23vpzkxqofpi 111 33 unsold unsold JJ work_46wmz2hmybd3bp23vpzkxqofpi 111 34 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 111 35 . . . work_46wmz2hmybd3bp23vpzkxqofpi 112 1 Although although IN work_46wmz2hmybd3bp23vpzkxqofpi 112 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 112 3 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 112 4 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 112 5 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 112 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 112 7 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 112 8 Sales Sales NNPS work_46wmz2hmybd3bp23vpzkxqofpi 112 9 Index Index NNP work_46wmz2hmybd3bp23vpzkxqofpi 112 10 date date NN work_46wmz2hmybd3bp23vpzkxqofpi 112 11 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 112 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 112 13 beginning beginning NN work_46wmz2hmybd3bp23vpzkxqofpi 112 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 112 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 112 16 1920s 1920 NNS work_46wmz2hmybd3bp23vpzkxqofpi 112 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 112 18 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 112 19 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 112 20 unavailable unavailable JJ work_46wmz2hmybd3bp23vpzkxqofpi 112 21 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 112 22 sparse sparse VBP work_46wmz2hmybd3bp23vpzkxqofpi 112 23 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 112 24 many many JJ work_46wmz2hmybd3bp23vpzkxqofpi 112 25 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 112 26 until until IN work_46wmz2hmybd3bp23vpzkxqofpi 112 27 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 112 28 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 112 29 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 112 30 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 112 31 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 112 32 1950s 1950s CD work_46wmz2hmybd3bp23vpzkxqofpi 112 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 113 1 Therefore therefore RB work_46wmz2hmybd3bp23vpzkxqofpi 113 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 113 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 113 4 start start VBP work_46wmz2hmybd3bp23vpzkxqofpi 113 5 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 113 6 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 113 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 113 8 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 113 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 113 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 113 11 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 113 12 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 113 13 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 113 14 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 113 15 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 113 16 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 113 17 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 113 18 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 113 19 1,000 1,000 CD work_46wmz2hmybd3bp23vpzkxqofpi 113 20 observations observation NNS work_46wmz2hmybd3bp23vpzkxqofpi 113 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 114 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 114 2 Unfortunately unfortunately RB work_46wmz2hmybd3bp23vpzkxqofpi 114 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 114 4 however however RB work_46wmz2hmybd3bp23vpzkxqofpi 114 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 114 6 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 114 7 1963 1963 CD work_46wmz2hmybd3bp23vpzkxqofpi 114 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 114 9 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 114 10 coverage coverage NN work_46wmz2hmybd3bp23vpzkxqofpi 114 11 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 114 12 limited limited JJ work_46wmz2hmybd3bp23vpzkxqofpi 114 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 114 14 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 114 15 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 114 16 some some DT work_46wmz2hmybd3bp23vpzkxqofpi 114 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 114 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 114 19 highest highest RBS work_46wmz2hmybd3bp23vpzkxqofpi 114 20 priced price VBN work_46wmz2hmybd3bp23vpzkxqofpi 114 21 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 114 22 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 114 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 114 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 115 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 115 2 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 115 3 Sales Sales NNPS work_46wmz2hmybd3bp23vpzkxqofpi 115 4 Index Index NNP work_46wmz2hmybd3bp23vpzkxqofpi 115 5 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 115 6 includes include VBZ work_46wmz2hmybd3bp23vpzkxqofpi 115 7 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 115 8 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 115 9 until until IN work_46wmz2hmybd3bp23vpzkxqofpi 115 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 115 11 late late JJ work_46wmz2hmybd3bp23vpzkxqofpi 115 12 1960s 1960 NNS work_46wmz2hmybd3bp23vpzkxqofpi 115 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 115 14 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 115 15 it -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 115 16 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 115 17 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 115 18 exhaustive exhaustive JJ work_46wmz2hmybd3bp23vpzkxqofpi 115 19 worldwide worldwide JJ work_46wmz2hmybd3bp23vpzkxqofpi 115 20 coverage coverage NN work_46wmz2hmybd3bp23vpzkxqofpi 115 21 afterwards afterwards RB work_46wmz2hmybd3bp23vpzkxqofpi 115 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 116 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 116 2 most most RBS work_46wmz2hmybd3bp23vpzkxqofpi 116 3 recent recent JJ work_46wmz2hmybd3bp23vpzkxqofpi 116 4 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 116 5 records record NNS work_46wmz2hmybd3bp23vpzkxqofpi 116 6 available available JJ work_46wmz2hmybd3bp23vpzkxqofpi 116 7 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 116 8 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 116 9 study study NN work_46wmz2hmybd3bp23vpzkxqofpi 116 10 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 116 11 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 116 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 116 13 autumn autumn NN work_46wmz2hmybd3bp23vpzkxqofpi 116 14 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 116 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 116 16 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 116 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 117 1 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 117 2 final final JJ work_46wmz2hmybd3bp23vpzkxqofpi 117 3 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 117 4 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 117 5 consists consist VBZ work_46wmz2hmybd3bp23vpzkxqofpi 117 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 117 7 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 117 8 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 117 9 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 117 10 about about RB work_46wmz2hmybd3bp23vpzkxqofpi 117 11 60 60 CD work_46wmz2hmybd3bp23vpzkxqofpi 117 12 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 117 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 117 14 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 117 15 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 117 16 concern concern NN work_46wmz2hmybd3bp23vpzkxqofpi 117 17 oil oil NN work_46wmz2hmybd3bp23vpzkxqofpi 117 18 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 117 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 117 20 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 117 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 117 22 remainder remainder NN work_46wmz2hmybd3bp23vpzkxqofpi 117 23 split split VBD work_46wmz2hmybd3bp23vpzkxqofpi 117 24 roughly roughly RB work_46wmz2hmybd3bp23vpzkxqofpi 117 25 evenly evenly RB work_46wmz2hmybd3bp23vpzkxqofpi 117 26 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 117 27 watercolors watercolor NNS work_46wmz2hmybd3bp23vpzkxqofpi 117 28 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 117 29 drawings drawing NNS work_46wmz2hmybd3bp23vpzkxqofpi 117 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 118 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 118 2 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 118 3 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 118 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 118 5 highest high JJS work_46wmz2hmybd3bp23vpzkxqofpi 118 6 7 7 CD work_46wmz2hmybd3bp23vpzkxqofpi 118 7 numbers number NNS work_46wmz2hmybd3bp23vpzkxqofpi 118 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 118 9 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 118 10 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 118 11 5,405 5,405 CD work_46wmz2hmybd3bp23vpzkxqofpi 118 12 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 118 13 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 118 14 Pablo Pablo NNP work_46wmz2hmybd3bp23vpzkxqofpi 118 15 Picasso Picasso NNP work_46wmz2hmybd3bp23vpzkxqofpi 118 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 119 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 119 2 magnitude magnitude NN work_46wmz2hmybd3bp23vpzkxqofpi 119 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 119 4 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 119 5 database database NN work_46wmz2hmybd3bp23vpzkxqofpi 119 6 enables enable VBZ work_46wmz2hmybd3bp23vpzkxqofpi 119 7 us -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 119 8 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 119 9 draw draw VB work_46wmz2hmybd3bp23vpzkxqofpi 119 10 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 119 11 complete complete JJ work_46wmz2hmybd3bp23vpzkxqofpi 119 12 picture picture NN work_46wmz2hmybd3bp23vpzkxqofpi 119 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 119 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 119 15 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 119 16 formation formation NN work_46wmz2hmybd3bp23vpzkxqofpi 119 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 119 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 119 19 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 119 20 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 119 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 119 22 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 119 23 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 119 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 119 25 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 119 26 contrast contrast NN work_46wmz2hmybd3bp23vpzkxqofpi 119 27 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 119 28 most most JJS work_46wmz2hmybd3bp23vpzkxqofpi 119 29 previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 119 30 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 119 31 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 119 32 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 119 33 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 119 34 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 119 35 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 119 36 selective selective JJ work_46wmz2hmybd3bp23vpzkxqofpi 119 37 samples sample NNS work_46wmz2hmybd3bp23vpzkxqofpi 119 38 . . . work_46wmz2hmybd3bp23vpzkxqofpi 120 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 120 2 translate translate VBP work_46wmz2hmybd3bp23vpzkxqofpi 120 3 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 120 4 nominal nominal JJ work_46wmz2hmybd3bp23vpzkxqofpi 120 5 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 120 6 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 120 7 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 120 8 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 120 9 set set VBN work_46wmz2hmybd3bp23vpzkxqofpi 120 10 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 120 11 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 120 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 120 13 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 120 14 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 120 15 USD usd NN work_46wmz2hmybd3bp23vpzkxqofpi 120 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 120 17 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 120 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 120 19 CPI CPI NNP work_46wmz2hmybd3bp23vpzkxqofpi 120 20 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 120 21 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 120 22 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 120 23 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 120 24 inflation inflation NN work_46wmz2hmybd3bp23vpzkxqofpi 120 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 121 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 121 2 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 121 3 terms term NNS work_46wmz2hmybd3bp23vpzkxqofpi 121 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 121 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 121 6 most most RBS work_46wmz2hmybd3bp23vpzkxqofpi 121 7 expensive expensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 121 8 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 121 9 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 121 10 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 121 11 Portrait Portrait NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 12 du du NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 13 Dr. Dr. NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 14 Gachet Gachet NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 15 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 121 16 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 121 17 Vincent Vincent NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 18 van van NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 19 Gogh Gogh NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 121 21 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 121 22 sold sell VBD work_46wmz2hmybd3bp23vpzkxqofpi 121 23 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 121 24 75 75 CD work_46wmz2hmybd3bp23vpzkxqofpi 121 25 million million CD work_46wmz2hmybd3bp23vpzkxqofpi 121 26 USD usd NN work_46wmz2hmybd3bp23vpzkxqofpi 121 27 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 121 28 May May NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 29 1990 1990 CD work_46wmz2hmybd3bp23vpzkxqofpi 121 30 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 121 31 Christie Christie NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 32 's 's POS work_46wmz2hmybd3bp23vpzkxqofpi 121 33 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 34 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 121 35 . . . work_46wmz2hmybd3bp23vpzkxqofpi 122 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 122 2 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 122 3 nominal nominal JJ work_46wmz2hmybd3bp23vpzkxqofpi 122 4 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 122 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 122 6 it -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 122 7 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 122 8 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 122 9 Garçon garçon VB work_46wmz2hmybd3bp23vpzkxqofpi 122 10 à à NNP work_46wmz2hmybd3bp23vpzkxqofpi 122 11 la la NNP work_46wmz2hmybd3bp23vpzkxqofpi 122 12 Pipe Pipe NNP work_46wmz2hmybd3bp23vpzkxqofpi 122 13 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 122 14 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 122 15 Pablo Pablo NNP work_46wmz2hmybd3bp23vpzkxqofpi 122 16 Picasso Picasso NNP work_46wmz2hmybd3bp23vpzkxqofpi 122 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 122 18 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 122 19 was be VBD work_46wmz2hmybd3bp23vpzkxqofpi 122 20 auctioned auction VBN work_46wmz2hmybd3bp23vpzkxqofpi 122 21 off off RP work_46wmz2hmybd3bp23vpzkxqofpi 122 22 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 122 23 93 93 CD work_46wmz2hmybd3bp23vpzkxqofpi 122 24 million million CD work_46wmz2hmybd3bp23vpzkxqofpi 122 25 USD usd NN work_46wmz2hmybd3bp23vpzkxqofpi 122 26 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 122 27 May May NNP work_46wmz2hmybd3bp23vpzkxqofpi 122 28 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 122 29 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 122 30 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 122 31 's 's POS work_46wmz2hmybd3bp23vpzkxqofpi 122 32 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 122 33 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 122 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 122 35 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 123 1 While while IN work_46wmz2hmybd3bp23vpzkxqofpi 123 2 such such JJ work_46wmz2hmybd3bp23vpzkxqofpi 123 3 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 123 4 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 123 5 profile profile NN work_46wmz2hmybd3bp23vpzkxqofpi 123 6 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 123 7 attract attract VBP work_46wmz2hmybd3bp23vpzkxqofpi 123 8 ample ample JJ work_46wmz2hmybd3bp23vpzkxqofpi 123 9 attention attention NN work_46wmz2hmybd3bp23vpzkxqofpi 123 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 123 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 123 12 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 123 13 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 123 14 level level NN work_46wmz2hmybd3bp23vpzkxqofpi 123 15 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 123 16 much much RB work_46wmz2hmybd3bp23vpzkxqofpi 123 17 lower low JJR work_46wmz2hmybd3bp23vpzkxqofpi 123 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 124 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 124 2 mean mean NN work_46wmz2hmybd3bp23vpzkxqofpi 124 3 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 124 4 resp resp NN work_46wmz2hmybd3bp23vpzkxqofpi 124 5 . . . work_46wmz2hmybd3bp23vpzkxqofpi 125 1 median median NNP work_46wmz2hmybd3bp23vpzkxqofpi 125 2 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 125 3 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 125 4 price price VBP work_46wmz2hmybd3bp23vpzkxqofpi 125 5 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 125 6 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 125 7 observations observation NNS work_46wmz2hmybd3bp23vpzkxqofpi 125 8 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 125 9 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 125 10 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 125 11 159,354 159,354 CD work_46wmz2hmybd3bp23vpzkxqofpi 125 12 USD USD NNP work_46wmz2hmybd3bp23vpzkxqofpi 125 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 125 14 resp resp NN work_46wmz2hmybd3bp23vpzkxqofpi 125 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 126 1 14,775 14,775 CD work_46wmz2hmybd3bp23vpzkxqofpi 126 2 USD USD NNP work_46wmz2hmybd3bp23vpzkxqofpi 126 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 126 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 127 1 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 127 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 127 3 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 127 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 127 5 argues argue VBZ work_46wmz2hmybd3bp23vpzkxqofpi 127 6 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 127 7 survivorship survivorship NN work_46wmz2hmybd3bp23vpzkxqofpi 127 8 could could MD work_46wmz2hmybd3bp23vpzkxqofpi 127 9 cause cause VB work_46wmz2hmybd3bp23vpzkxqofpi 127 10 upward upward JJ work_46wmz2hmybd3bp23vpzkxqofpi 127 11 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 127 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 127 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 127 14 estimation estimation NN work_46wmz2hmybd3bp23vpzkxqofpi 127 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 127 16 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 127 17 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 127 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 127 19 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 127 20 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 127 21 who who WP work_46wmz2hmybd3bp23vpzkxqofpi 127 22 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 127 23 fall fall VBP work_46wmz2hmybd3bp23vpzkxqofpi 127 24 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 127 25 fashion fashion NN work_46wmz2hmybd3bp23vpzkxqofpi 127 26 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 127 27 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 127 28 typically typically RB work_46wmz2hmybd3bp23vpzkxqofpi 127 29 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 127 30 traded trade VBN work_46wmz2hmybd3bp23vpzkxqofpi 127 31 . . . work_46wmz2hmybd3bp23vpzkxqofpi 128 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 128 2 impact impact NN work_46wmz2hmybd3bp23vpzkxqofpi 128 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 128 4 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 128 5 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 128 6 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 128 7 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 128 8 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 128 9 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 128 10 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 128 11 rather rather RB work_46wmz2hmybd3bp23vpzkxqofpi 128 12 small small JJ work_46wmz2hmybd3bp23vpzkxqofpi 128 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 129 1 First first RB work_46wmz2hmybd3bp23vpzkxqofpi 129 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 129 3 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 129 4 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 129 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 129 6 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 129 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 129 8 points point VBZ work_46wmz2hmybd3bp23vpzkxqofpi 129 9 out out RP work_46wmz2hmybd3bp23vpzkxqofpi 129 10 himself -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 129 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 129 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 129 13 rate rate NN work_46wmz2hmybd3bp23vpzkxqofpi 129 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 129 15 artist artist JJ work_46wmz2hmybd3bp23vpzkxqofpi 129 16 obsolescence obsolescence NN work_46wmz2hmybd3bp23vpzkxqofpi 129 17 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 129 18 relatively relatively RB work_46wmz2hmybd3bp23vpzkxqofpi 129 19 low low JJ work_46wmz2hmybd3bp23vpzkxqofpi 129 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 130 1 Second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 130 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 130 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 130 4 contrast contrast NN work_46wmz2hmybd3bp23vpzkxqofpi 130 5 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 130 6 previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 130 7 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 130 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 130 9 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 130 10 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 130 11 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 130 12 require require VB work_46wmz2hmybd3bp23vpzkxqofpi 130 13 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 130 14 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 130 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 130 16 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 130 17 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 130 18 trade trade VB work_46wmz2hmybd3bp23vpzkxqofpi 130 19 twice twice RB work_46wmz2hmybd3bp23vpzkxqofpi 130 20 and/or and/or CC work_46wmz2hmybd3bp23vpzkxqofpi 130 21 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 130 22 sell sell VB work_46wmz2hmybd3bp23vpzkxqofpi 130 23 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 130 24 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 130 25 large large JJ work_46wmz2hmybd3bp23vpzkxqofpi 130 26 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 130 27 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 130 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 131 1 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 131 2 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 131 3 thus thus RB work_46wmz2hmybd3bp23vpzkxqofpi 131 4 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 131 5 includes include VBZ work_46wmz2hmybd3bp23vpzkxqofpi 131 6 many many JJ work_46wmz2hmybd3bp23vpzkxqofpi 131 7 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 131 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 131 9 less less RBR work_46wmz2hmybd3bp23vpzkxqofpi 131 10 popular popular JJ work_46wmz2hmybd3bp23vpzkxqofpi 131 11 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 131 12 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 131 13 smaller small JJR work_46wmz2hmybd3bp23vpzkxqofpi 131 14 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 131 15 houses house NNS work_46wmz2hmybd3bp23vpzkxqofpi 131 16 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 131 17 any any DT work_46wmz2hmybd3bp23vpzkxqofpi 131 18 point point NN work_46wmz2hmybd3bp23vpzkxqofpi 131 19 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 131 20 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 131 21 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 131 22 especially especially RB work_46wmz2hmybd3bp23vpzkxqofpi 131 23 after after IN work_46wmz2hmybd3bp23vpzkxqofpi 131 24 1970 1970 CD work_46wmz2hmybd3bp23vpzkxqofpi 131 25 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 131 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 132 1 Finally finally RB work_46wmz2hmybd3bp23vpzkxqofpi 132 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 132 3 pieces piece NNS work_46wmz2hmybd3bp23vpzkxqofpi 132 4 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 132 5 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 132 6 donated donate VBN work_46wmz2hmybd3bp23vpzkxqofpi 132 7 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 132 8 museums museum NNS work_46wmz2hmybd3bp23vpzkxqofpi 132 9 after after IN work_46wmz2hmybd3bp23vpzkxqofpi 132 10 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 132 11 substantial substantial JJ work_46wmz2hmybd3bp23vpzkxqofpi 132 12 increase increase NN work_46wmz2hmybd3bp23vpzkxqofpi 132 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 132 14 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 132 15 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 132 16 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 132 17 fame fame NN work_46wmz2hmybd3bp23vpzkxqofpi 132 18 – – : work_46wmz2hmybd3bp23vpzkxqofpi 132 19 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 132 20 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 132 21 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 132 22 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 132 23 sold sell VBN work_46wmz2hmybd3bp23vpzkxqofpi 132 24 through through IN work_46wmz2hmybd3bp23vpzkxqofpi 132 25 private private JJ work_46wmz2hmybd3bp23vpzkxqofpi 132 26 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 132 27 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 132 28 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 132 29 early early JJ work_46wmz2hmybd3bp23vpzkxqofpi 132 30 part part NN work_46wmz2hmybd3bp23vpzkxqofpi 132 31 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 132 32 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 132 33 ’ ’ POS work_46wmz2hmybd3bp23vpzkxqofpi 132 34 careers career NNS work_46wmz2hmybd3bp23vpzkxqofpi 132 35 – – : work_46wmz2hmybd3bp23vpzkxqofpi 132 36 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 132 37 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 132 38 observed observe VBN work_46wmz2hmybd3bp23vpzkxqofpi 132 39 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 132 40 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 132 41 either either CC work_46wmz2hmybd3bp23vpzkxqofpi 132 42 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 132 43 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 132 44 , , , work_46wmz2hmybd3bp23vpzkxqofpi 132 45 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 132 46 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 132 47 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 132 48 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 132 49 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 132 50 , , , work_46wmz2hmybd3bp23vpzkxqofpi 132 51 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 132 52 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 132 53 , , , work_46wmz2hmybd3bp23vpzkxqofpi 132 54 partially partially RB work_46wmz2hmybd3bp23vpzkxqofpi 132 55 offsetting offset VBG work_46wmz2hmybd3bp23vpzkxqofpi 132 56 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 132 57 upward upward JJ work_46wmz2hmybd3bp23vpzkxqofpi 132 58 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 132 59 . . . work_46wmz2hmybd3bp23vpzkxqofpi 133 1 Nevertheless nevertheless RB work_46wmz2hmybd3bp23vpzkxqofpi 133 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 133 3 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 133 4 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 133 5 estimate estimate NN work_46wmz2hmybd3bp23vpzkxqofpi 133 6 should should MD work_46wmz2hmybd3bp23vpzkxqofpi 133 7 probably probably RB work_46wmz2hmybd3bp23vpzkxqofpi 133 8 still still RB work_46wmz2hmybd3bp23vpzkxqofpi 133 9 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 133 10 considered consider VBN work_46wmz2hmybd3bp23vpzkxqofpi 133 11 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 133 12 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 133 13 upper upper JJ work_46wmz2hmybd3bp23vpzkxqofpi 133 14 bound bind VBN work_46wmz2hmybd3bp23vpzkxqofpi 133 15 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 133 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 133 17 rate rate NN work_46wmz2hmybd3bp23vpzkxqofpi 133 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 133 19 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 133 20 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 133 21 before before IN work_46wmz2hmybd3bp23vpzkxqofpi 133 22 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 133 23 costs cost NNS work_46wmz2hmybd3bp23vpzkxqofpi 133 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 133 25 realized realize VBN work_46wmz2hmybd3bp23vpzkxqofpi 133 26 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 133 27 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 133 28 investors investor NNS work_46wmz2hmybd3bp23vpzkxqofpi 133 29 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 133 30 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 133 31 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 133 32 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 133 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 134 1 B. B. NNP work_46wmz2hmybd3bp23vpzkxqofpi 134 2 Variables Variables NNP work_46wmz2hmybd3bp23vpzkxqofpi 134 3 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 134 4 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 134 5 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 134 6 include include VBP work_46wmz2hmybd3bp23vpzkxqofpi 134 7 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 134 8 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 134 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 134 10 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 134 11 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 134 12 capture capture VBP work_46wmz2hmybd3bp23vpzkxqofpi 134 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 134 14 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 134 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 134 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 134 17 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 134 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 134 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 134 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 134 21 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 134 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 134 23 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 134 24 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 134 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 134 26 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 134 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 135 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 135 2 descriptive descriptive JJ work_46wmz2hmybd3bp23vpzkxqofpi 135 3 statistics statistic NNS work_46wmz2hmybd3bp23vpzkxqofpi 135 4 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 135 5 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 135 6 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 135 7 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 135 8 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 135 9 presented present VBN work_46wmz2hmybd3bp23vpzkxqofpi 135 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 135 11 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 135 12 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 135 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 136 1 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 136 2 Insert Insert NNP work_46wmz2hmybd3bp23vpzkxqofpi 136 3 Table Table NNP work_46wmz2hmybd3bp23vpzkxqofpi 136 4 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 136 5 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 136 6 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 136 7 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 136 8 First first RB work_46wmz2hmybd3bp23vpzkxqofpi 136 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 136 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 136 11 addition addition NN work_46wmz2hmybd3bp23vpzkxqofpi 136 12 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 136 13 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 136 14 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 136 15 capturing capture VBG work_46wmz2hmybd3bp23vpzkxqofpi 136 16 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 136 17 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 136 18 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 136 19 uniqueness uniqueness NN work_46wmz2hmybd3bp23vpzkxqofpi 136 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 136 21 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 136 22 consider consider VBP work_46wmz2hmybd3bp23vpzkxqofpi 136 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 136 24 following follow VBG work_46wmz2hmybd3bp23vpzkxqofpi 136 25 exogenous exogenous JJ work_46wmz2hmybd3bp23vpzkxqofpi 136 26 reputational reputational JJ work_46wmz2hmybd3bp23vpzkxqofpi 136 27 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 136 28 : : : work_46wmz2hmybd3bp23vpzkxqofpi 136 29 Textbook textbook NN work_46wmz2hmybd3bp23vpzkxqofpi 136 30 dummy dummy NN work_46wmz2hmybd3bp23vpzkxqofpi 136 31 . . . work_46wmz2hmybd3bp23vpzkxqofpi 137 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 137 2 manually manually RB work_46wmz2hmybd3bp23vpzkxqofpi 137 3 check check VBP work_46wmz2hmybd3bp23vpzkxqofpi 137 4 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 137 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 137 6 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 137 7 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 137 8 were be VBD work_46wmz2hmybd3bp23vpzkxqofpi 137 9 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 137 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 137 11 several several JJ work_46wmz2hmybd3bp23vpzkxqofpi 137 12 editions edition NNS work_46wmz2hmybd3bp23vpzkxqofpi 137 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 137 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 137 15 classic classic JJ work_46wmz2hmybd3bp23vpzkxqofpi 137 16 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 137 17 history history NN work_46wmz2hmybd3bp23vpzkxqofpi 137 18 textbook textbook NN work_46wmz2hmybd3bp23vpzkxqofpi 137 19 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 137 20 Gardner Gardner NNP work_46wmz2hmybd3bp23vpzkxqofpi 137 21 ’s ’s , work_46wmz2hmybd3bp23vpzkxqofpi 137 22 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 137 23 Through through IN work_46wmz2hmybd3bp23vpzkxqofpi 137 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 137 25 Ages Ages NNPS work_46wmz2hmybd3bp23vpzkxqofpi 137 26 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 137 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 137 28 1926 1926 CD work_46wmz2hmybd3bp23vpzkxqofpi 137 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 137 30 1959 1959 CD work_46wmz2hmybd3bp23vpzkxqofpi 137 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 137 32 1980 1980 CD work_46wmz2hmybd3bp23vpzkxqofpi 137 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 137 34 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 137 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 137 36 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 137 37 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 137 38 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 137 39 . . . work_46wmz2hmybd3bp23vpzkxqofpi 138 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 138 2 total total NN work_46wmz2hmybd3bp23vpzkxqofpi 138 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 138 4 652 652 CD work_46wmz2hmybd3bp23vpzkxqofpi 138 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 138 6 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 138 7 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 138 8 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 138 9 listed list VBN work_46wmz2hmybd3bp23vpzkxqofpi 138 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 138 11 at at RB work_46wmz2hmybd3bp23vpzkxqofpi 138 12 least least RBS work_46wmz2hmybd3bp23vpzkxqofpi 138 13 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 138 14 edition edition NN work_46wmz2hmybd3bp23vpzkxqofpi 138 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 139 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 139 2 dummy dummy JJ work_46wmz2hmybd3bp23vpzkxqofpi 139 3 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 139 4 TEXTBOOK TEXTBOOK NNP work_46wmz2hmybd3bp23vpzkxqofpi 139 5 equals equal VBZ work_46wmz2hmybd3bp23vpzkxqofpi 139 6 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 139 7 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 139 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 139 9 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 139 10 was be VBD work_46wmz2hmybd3bp23vpzkxqofpi 139 11 featured feature VBN work_46wmz2hmybd3bp23vpzkxqofpi 139 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 139 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 139 14 edition edition NN work_46wmz2hmybd3bp23vpzkxqofpi 139 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 139 16 – – : work_46wmz2hmybd3bp23vpzkxqofpi 139 17 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 139 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 139 19 last last JJ work_46wmz2hmybd3bp23vpzkxqofpi 139 20 edition edition NN work_46wmz2hmybd3bp23vpzkxqofpi 139 21 prior prior RB work_46wmz2hmybd3bp23vpzkxqofpi 139 22 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 139 23 – – : work_46wmz2hmybd3bp23vpzkxqofpi 139 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 139 25 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 139 26 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 139 27 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 139 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 140 1 Two two CD work_46wmz2hmybd3bp23vpzkxqofpi 140 2 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 140 3 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 140 4 related relate VBN work_46wmz2hmybd3bp23vpzkxqofpi 140 5 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 140 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 140 7 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 140 8 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 140 9 career career NN work_46wmz2hmybd3bp23vpzkxqofpi 140 10 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 140 11 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 140 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 140 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 140 14 late late RB work_46wmz2hmybd3bp23vpzkxqofpi 140 15 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 140 16 twentieth twentieth JJ work_46wmz2hmybd3bp23vpzkxqofpi 140 17 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 140 18 century century NN work_46wmz2hmybd3bp23vpzkxqofpi 140 19 movement- movement- NN work_46wmz2hmybd3bp23vpzkxqofpi 140 20 specific specific JJ work_46wmz2hmybd3bp23vpzkxqofpi 140 21 models model NNS work_46wmz2hmybd3bp23vpzkxqofpi 140 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 140 23 cf cf UH work_46wmz2hmybd3bp23vpzkxqofpi 140 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 141 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 141 2 IV.E IV.E NNP work_46wmz2hmybd3bp23vpzkxqofpi 141 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 141 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 141 5 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 141 6 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 141 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 141 8 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 141 9 general general JJ work_46wmz2hmybd3bp23vpzkxqofpi 141 10 models model NNS work_46wmz2hmybd3bp23vpzkxqofpi 141 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 141 12 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 141 13 they -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 141 14 could could MD work_46wmz2hmybd3bp23vpzkxqofpi 141 15 potentially potentially RB work_46wmz2hmybd3bp23vpzkxqofpi 141 16 pick pick VB work_46wmz2hmybd3bp23vpzkxqofpi 141 17 up up RP work_46wmz2hmybd3bp23vpzkxqofpi 141 18 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 141 19 differences difference NNS work_46wmz2hmybd3bp23vpzkxqofpi 141 20 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 141 21 various various JJ work_46wmz2hmybd3bp23vpzkxqofpi 141 22 eras era NNS work_46wmz2hmybd3bp23vpzkxqofpi 141 23 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 141 24 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 141 25 : : : work_46wmz2hmybd3bp23vpzkxqofpi 141 26 8 8 CD work_46wmz2hmybd3bp23vpzkxqofpi 141 27 Exhibition exhibition NN work_46wmz2hmybd3bp23vpzkxqofpi 141 28 dummy dummy NN work_46wmz2hmybd3bp23vpzkxqofpi 141 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 142 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 142 2 variable variable JJ work_46wmz2hmybd3bp23vpzkxqofpi 142 3 EXHIBITION exhibition NN work_46wmz2hmybd3bp23vpzkxqofpi 142 4 equals equal VBZ work_46wmz2hmybd3bp23vpzkxqofpi 142 5 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 142 6 once once IN work_46wmz2hmybd3bp23vpzkxqofpi 142 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 142 8 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 142 9 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 142 10 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 142 11 represented represent VBN work_46wmz2hmybd3bp23vpzkxqofpi 142 12 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 142 13 Documenta Documenta NNP work_46wmz2hmybd3bp23vpzkxqofpi 142 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 142 15 Kassel Kassel NNP work_46wmz2hmybd3bp23vpzkxqofpi 142 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 143 1 Inclusion inclusion NN work_46wmz2hmybd3bp23vpzkxqofpi 143 2 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 143 3 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 143 4 prestigious prestigious JJ work_46wmz2hmybd3bp23vpzkxqofpi 143 5 exhibition exhibition NN work_46wmz2hmybd3bp23vpzkxqofpi 143 6 evidences evidence VBZ work_46wmz2hmybd3bp23vpzkxqofpi 143 7 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 143 8 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 143 9 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 143 10 rise rise NN work_46wmz2hmybd3bp23vpzkxqofpi 143 11 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 143 12 fame fame NN work_46wmz2hmybd3bp23vpzkxqofpi 143 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 144 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 144 2 total total NN work_46wmz2hmybd3bp23vpzkxqofpi 144 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 144 4 680 680 CD work_46wmz2hmybd3bp23vpzkxqofpi 144 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 144 6 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 144 7 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 144 8 were be VBD work_46wmz2hmybd3bp23vpzkxqofpi 144 9 represented represent VBN work_46wmz2hmybd3bp23vpzkxqofpi 144 10 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 144 11 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 144 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 144 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 144 14 eleven eleven CD work_46wmz2hmybd3bp23vpzkxqofpi 144 15 exhibitions exhibition NNS work_46wmz2hmybd3bp23vpzkxqofpi 144 16 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 144 17 1955 1955 CD work_46wmz2hmybd3bp23vpzkxqofpi 144 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 144 19 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 144 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 145 1 Dead dead JJ work_46wmz2hmybd3bp23vpzkxqofpi 145 2 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 145 3 dummy dummy NN work_46wmz2hmybd3bp23vpzkxqofpi 145 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 146 1 It -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 146 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 146 3 often often RB work_46wmz2hmybd3bp23vpzkxqofpi 146 4 assumed assume VBN work_46wmz2hmybd3bp23vpzkxqofpi 146 5 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 146 6 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 146 7 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 146 8 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 146 9 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 146 10 increase increase VBP work_46wmz2hmybd3bp23vpzkxqofpi 146 11 after after IN work_46wmz2hmybd3bp23vpzkxqofpi 146 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 146 13 death death NN work_46wmz2hmybd3bp23vpzkxqofpi 146 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 146 15 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 146 16 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 146 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 147 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 147 2 dummy dummy JJ work_46wmz2hmybd3bp23vpzkxqofpi 147 3 variable variable JJ work_46wmz2hmybd3bp23vpzkxqofpi 147 4 DECEASED DECEASED NNP work_46wmz2hmybd3bp23vpzkxqofpi 147 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 147 6 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 147 7 equals equal VBZ work_46wmz2hmybd3bp23vpzkxqofpi 147 8 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 147 9 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 147 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 147 11 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 147 12 occurs occur VBZ work_46wmz2hmybd3bp23vpzkxqofpi 147 13 subsequent subsequent JJ work_46wmz2hmybd3bp23vpzkxqofpi 147 14 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 147 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 147 16 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 147 17 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 147 18 death death NN work_46wmz2hmybd3bp23vpzkxqofpi 147 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 147 20 should should MD work_46wmz2hmybd3bp23vpzkxqofpi 147 21 capture capture VB work_46wmz2hmybd3bp23vpzkxqofpi 147 22 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 147 23 effect effect NN work_46wmz2hmybd3bp23vpzkxqofpi 147 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 148 1 Second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 148 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 148 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 148 4 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 148 5 consider consider VBP work_46wmz2hmybd3bp23vpzkxqofpi 148 6 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 148 7 range range NN work_46wmz2hmybd3bp23vpzkxqofpi 148 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 148 9 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 148 10 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 148 11 determining determine VBG work_46wmz2hmybd3bp23vpzkxqofpi 148 12 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 148 13 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 148 14 capture capture VBP work_46wmz2hmybd3bp23vpzkxqofpi 148 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 148 16 attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 148 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 148 18 authenticity authenticity NN work_46wmz2hmybd3bp23vpzkxqofpi 148 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 148 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 148 21 medium medium NN work_46wmz2hmybd3bp23vpzkxqofpi 148 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 148 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 148 24 size size NN work_46wmz2hmybd3bp23vpzkxqofpi 148 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 148 26 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 148 27 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 148 28 subject subject JJ work_46wmz2hmybd3bp23vpzkxqofpi 148 29 matter matter NN work_46wmz2hmybd3bp23vpzkxqofpi 148 30 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 148 31 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 148 32 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 148 33 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 148 34 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 148 35 : : : work_46wmz2hmybd3bp23vpzkxqofpi 148 36 Attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 148 37 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 148 38 . . . work_46wmz2hmybd3bp23vpzkxqofpi 149 1 Attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 149 2 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 149 3 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 149 4 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 149 5 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 149 6 factor factor NN work_46wmz2hmybd3bp23vpzkxqofpi 149 7 influencing influence VBG work_46wmz2hmybd3bp23vpzkxqofpi 149 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 149 9 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 149 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 149 11 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 149 12 objects object NNS work_46wmz2hmybd3bp23vpzkxqofpi 149 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 149 14 especially especially RB work_46wmz2hmybd3bp23vpzkxqofpi 149 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 149 16 older old JJR work_46wmz2hmybd3bp23vpzkxqofpi 149 17 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 149 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 150 1 Different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 150 2 levels level NNS work_46wmz2hmybd3bp23vpzkxqofpi 150 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 150 4 attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 150 5 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 150 6 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 150 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 150 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 150 9 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 150 10 world world NN work_46wmz2hmybd3bp23vpzkxqofpi 150 11 : : : work_46wmz2hmybd3bp23vpzkxqofpi 150 12 ATTRIBUTED ATTRIBUTED NNP work_46wmz2hmybd3bp23vpzkxqofpi 150 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 14 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 150 15 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 150 17 STUDIO STUDIO NNP work_46wmz2hmybd3bp23vpzkxqofpi 150 18 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 150 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 150 22 CIRCLE CIRCLE NNP work_46wmz2hmybd3bp23vpzkxqofpi 150 23 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 24 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 150 25 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 150 27 SCHOOL school NN work_46wmz2hmybd3bp23vpzkxqofpi 150 28 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 29 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 150 30 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 150 32 AFTER AFTER NNP work_46wmz2hmybd3bp23vpzkxqofpi 150 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 150 34 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 150 35 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 36 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 150 37 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 150 38 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 39 STYLE STYLE NNP work_46wmz2hmybd3bp23vpzkxqofpi 150 40 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 41 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 150 42 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 150 43 . . . work_46wmz2hmybd3bp23vpzkxqofpi 151 1 About about RB work_46wmz2hmybd3bp23vpzkxqofpi 151 2 12 12 CD work_46wmz2hmybd3bp23vpzkxqofpi 151 3 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 151 4 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 151 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 151 6 observations observation NNS work_46wmz2hmybd3bp23vpzkxqofpi 151 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 151 8 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 151 9 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 151 10 carry carry VBP work_46wmz2hmybd3bp23vpzkxqofpi 151 11 such such PDT work_46wmz2hmybd3bp23vpzkxqofpi 151 12 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 151 13 attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 151 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 152 1 Authenticity Authenticity NNP work_46wmz2hmybd3bp23vpzkxqofpi 152 2 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 152 3 . . . work_46wmz2hmybd3bp23vpzkxqofpi 153 1 More More JJR work_46wmz2hmybd3bp23vpzkxqofpi 153 2 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 153 3 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 153 4 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 153 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 153 6 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 153 7 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 153 8 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 153 9 SIGNED SIGNED NNP work_46wmz2hmybd3bp23vpzkxqofpi 153 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 153 11 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 153 12 about about RB work_46wmz2hmybd3bp23vpzkxqofpi 153 13 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 153 14 third third NN work_46wmz2hmybd3bp23vpzkxqofpi 153 15 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 153 16 DATED date VBN work_46wmz2hmybd3bp23vpzkxqofpi 153 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 154 1 Medium medium JJ work_46wmz2hmybd3bp23vpzkxqofpi 154 2 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 154 3 . . . work_46wmz2hmybd3bp23vpzkxqofpi 155 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 155 2 introduce introduce VBP work_46wmz2hmybd3bp23vpzkxqofpi 155 3 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 155 4 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 155 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 155 6 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 155 7 medium medium JJ work_46wmz2hmybd3bp23vpzkxqofpi 155 8 categories category NNS work_46wmz2hmybd3bp23vpzkxqofpi 155 9 : : : work_46wmz2hmybd3bp23vpzkxqofpi 155 10 OIL OIL NNP work_46wmz2hmybd3bp23vpzkxqofpi 155 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 155 12 WATERCOLOR WATERCOLOR NNP work_46wmz2hmybd3bp23vpzkxqofpi 155 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 155 14 including include VBG work_46wmz2hmybd3bp23vpzkxqofpi 155 15 gouaches gouache NNS work_46wmz2hmybd3bp23vpzkxqofpi 155 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 155 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 155 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 155 19 DRAWING drawing NN work_46wmz2hmybd3bp23vpzkxqofpi 155 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 156 1 Size size NN work_46wmz2hmybd3bp23vpzkxqofpi 156 2 . . . work_46wmz2hmybd3bp23vpzkxqofpi 157 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 157 2 height height NN work_46wmz2hmybd3bp23vpzkxqofpi 157 3 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 157 4 width width NN work_46wmz2hmybd3bp23vpzkxqofpi 157 5 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 157 6 inches inch NNS work_46wmz2hmybd3bp23vpzkxqofpi 157 7 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 157 8 represented represent VBN work_46wmz2hmybd3bp23vpzkxqofpi 157 9 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 157 10 HEIGHT HEIGHT NNP work_46wmz2hmybd3bp23vpzkxqofpi 157 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 157 12 WIDTH WIDTH NNP work_46wmz2hmybd3bp23vpzkxqofpi 157 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 157 14 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 157 15 squared square VBN work_46wmz2hmybd3bp23vpzkxqofpi 157 16 values value NNS work_46wmz2hmybd3bp23vpzkxqofpi 157 17 HEIGHT_2 height_2 CD work_46wmz2hmybd3bp23vpzkxqofpi 157 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 157 19 WIDTH_2 width_2 CD work_46wmz2hmybd3bp23vpzkxqofpi 157 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 157 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 158 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 158 2 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 158 3 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 158 4 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 158 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 158 6 height height NN work_46wmz2hmybd3bp23vpzkxqofpi 158 7 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 158 8 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 158 9 width width NN work_46wmz2hmybd3bp23vpzkxqofpi 158 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 158 11 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 158 12 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 158 13 inches inch NNS work_46wmz2hmybd3bp23vpzkxqofpi 158 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 158 15 51 51 CD work_46wmz2hmybd3bp23vpzkxqofpi 158 16 cm cm NNS work_46wmz2hmybd3bp23vpzkxqofpi 158 17 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 158 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 159 1 Topic topic JJ work_46wmz2hmybd3bp23vpzkxqofpi 159 2 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 159 3 . . . work_46wmz2hmybd3bp23vpzkxqofpi 160 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 160 2 subject subject JJ work_46wmz2hmybd3bp23vpzkxqofpi 160 3 matter matter NN work_46wmz2hmybd3bp23vpzkxqofpi 160 4 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 160 5 significantly significantly RB work_46wmz2hmybd3bp23vpzkxqofpi 160 6 affect affect VB work_46wmz2hmybd3bp23vpzkxqofpi 160 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 160 8 aesthetic aesthetic JJ work_46wmz2hmybd3bp23vpzkxqofpi 160 9 appreciation appreciation NN work_46wmz2hmybd3bp23vpzkxqofpi 160 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 160 11 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 160 12 objects object NNS work_46wmz2hmybd3bp23vpzkxqofpi 160 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 161 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 161 2 therefore therefore RB work_46wmz2hmybd3bp23vpzkxqofpi 161 3 categorize categorize VBP work_46wmz2hmybd3bp23vpzkxqofpi 161 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 161 5 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 161 6 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 161 7 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 161 8 topic topic JJ work_46wmz2hmybd3bp23vpzkxqofpi 161 9 groups group NNS work_46wmz2hmybd3bp23vpzkxqofpi 161 10 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 161 11 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 161 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 161 13 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 161 14 word(s word(s NN work_46wmz2hmybd3bp23vpzkxqofpi 161 15 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 161 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 161 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 161 18 title title NN work_46wmz2hmybd3bp23vpzkxqofpi 161 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 162 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 162 2 create create VBP work_46wmz2hmybd3bp23vpzkxqofpi 162 3 eleven eleven CD work_46wmz2hmybd3bp23vpzkxqofpi 162 4 categories category NNS work_46wmz2hmybd3bp23vpzkxqofpi 162 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 6 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 162 7 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 162 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 162 9 search search NN work_46wmz2hmybd3bp23vpzkxqofpi 162 10 strings string NNS work_46wmz2hmybd3bp23vpzkxqofpi 162 11 listed list VBN work_46wmz2hmybd3bp23vpzkxqofpi 162 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 162 13 Appendix Appendix NNP work_46wmz2hmybd3bp23vpzkxqofpi 162 14 B B NNP work_46wmz2hmybd3bp23vpzkxqofpi 162 15 : : : work_46wmz2hmybd3bp23vpzkxqofpi 162 16 ABSTRACT ABSTRACT NNP work_46wmz2hmybd3bp23vpzkxqofpi 162 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 18 ANIMALS ANIMALS NNP work_46wmz2hmybd3bp23vpzkxqofpi 162 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 20 LANDSCAPE LANDSCAPE NNP work_46wmz2hmybd3bp23vpzkxqofpi 162 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 22 NUDE NUDE NNP work_46wmz2hmybd3bp23vpzkxqofpi 162 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 24 PEOPLE PEOPLE NNS work_46wmz2hmybd3bp23vpzkxqofpi 162 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 26 PORTRAIT PORTRAIT NNP work_46wmz2hmybd3bp23vpzkxqofpi 162 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 28 RELIGION religion NN work_46wmz2hmybd3bp23vpzkxqofpi 162 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 30 SELF SELF NNP work_46wmz2hmybd3bp23vpzkxqofpi 162 31 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 162 32 PORTRAIT PORTRAIT NNP work_46wmz2hmybd3bp23vpzkxqofpi 162 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 34 STILL_LIFE still_life NN work_46wmz2hmybd3bp23vpzkxqofpi 162 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 36 UNTITLED untitled NN work_46wmz2hmybd3bp23vpzkxqofpi 162 37 , , , work_46wmz2hmybd3bp23vpzkxqofpi 162 38 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 162 39 URBAN URBAN NNP work_46wmz2hmybd3bp23vpzkxqofpi 162 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 163 1 Furthermore furthermore RB work_46wmz2hmybd3bp23vpzkxqofpi 163 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 163 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 163 4 create create VBP work_46wmz2hmybd3bp23vpzkxqofpi 163 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 163 6 dummy dummy JJ work_46wmz2hmybd3bp23vpzkxqofpi 163 7 STUDY STUDY NNP work_46wmz2hmybd3bp23vpzkxqofpi 163 8 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 163 9 equals equal VBZ work_46wmz2hmybd3bp23vpzkxqofpi 163 10 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 163 11 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 163 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 163 13 title title NN work_46wmz2hmybd3bp23vpzkxqofpi 163 14 contains contain VBZ work_46wmz2hmybd3bp23vpzkxqofpi 163 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 163 16 words word NNS work_46wmz2hmybd3bp23vpzkxqofpi 163 17 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 163 18 study study NN work_46wmz2hmybd3bp23vpzkxqofpi 163 19 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 163 20 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 163 21 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 163 22 etude etude NN work_46wmz2hmybd3bp23vpzkxqofpi 163 23 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 163 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 164 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 164 2 largest large JJS work_46wmz2hmybd3bp23vpzkxqofpi 164 3 categories category NNS work_46wmz2hmybd3bp23vpzkxqofpi 164 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 164 5 portraits portrait NNS work_46wmz2hmybd3bp23vpzkxqofpi 164 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 164 7 landscapes landscape NNS work_46wmz2hmybd3bp23vpzkxqofpi 164 8 . . . work_46wmz2hmybd3bp23vpzkxqofpi 165 1 Third third JJ work_46wmz2hmybd3bp23vpzkxqofpi 165 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 165 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 165 4 include include VBP work_46wmz2hmybd3bp23vpzkxqofpi 165 5 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 165 6 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 165 7 indicate indicate VBP work_46wmz2hmybd3bp23vpzkxqofpi 165 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 165 9 timing timing NN work_46wmz2hmybd3bp23vpzkxqofpi 165 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 165 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 165 12 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 165 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 165 14 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 165 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 165 16 reputation reputation NN work_46wmz2hmybd3bp23vpzkxqofpi 165 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 165 18 location location NN work_46wmz2hmybd3bp23vpzkxqofpi 165 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 165 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 165 21 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 165 22 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 165 23 : : : work_46wmz2hmybd3bp23vpzkxqofpi 165 24 Month month NN work_46wmz2hmybd3bp23vpzkxqofpi 165 25 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 165 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 166 1 Since since IN work_46wmz2hmybd3bp23vpzkxqofpi 166 2 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 166 3 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 166 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 166 5 often often RB work_46wmz2hmybd3bp23vpzkxqofpi 166 6 clustered cluster VBN work_46wmz2hmybd3bp23vpzkxqofpi 166 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 166 8 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 166 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 166 10 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 166 11 include include VBP work_46wmz2hmybd3bp23vpzkxqofpi 166 12 month month NN work_46wmz2hmybd3bp23vpzkxqofpi 166 13 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 166 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 167 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 167 2 busiest busy JJS work_46wmz2hmybd3bp23vpzkxqofpi 167 3 months month NNS work_46wmz2hmybd3bp23vpzkxqofpi 167 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 167 5 May May NNP work_46wmz2hmybd3bp23vpzkxqofpi 167 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 167 7 June June NNP work_46wmz2hmybd3bp23vpzkxqofpi 167 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 167 9 November November NNP work_46wmz2hmybd3bp23vpzkxqofpi 167 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 167 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 167 12 December December NNP work_46wmz2hmybd3bp23vpzkxqofpi 167 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 168 1 Auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 168 2 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 168 3 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 168 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 169 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 169 2 make make VBP work_46wmz2hmybd3bp23vpzkxqofpi 169 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 169 4 distinction distinction NN work_46wmz2hmybd3bp23vpzkxqofpi 169 5 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 169 6 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 169 7 fine fine JJ work_46wmz2hmybd3bp23vpzkxqofpi 169 8 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 169 9 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 169 10 houses house NNS work_46wmz2hmybd3bp23vpzkxqofpi 169 11 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 169 12 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 169 13 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 169 14 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 169 15 throughout throughout IN work_46wmz2hmybd3bp23vpzkxqofpi 169 16 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 169 17 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 169 18 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 169 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 170 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 170 2 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 170 3 ’s ’s , work_46wmz2hmybd3bp23vpzkxqofpi 170 4 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 170 5 Christie Christie NNP work_46wmz2hmybd3bp23vpzkxqofpi 170 6 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 170 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 170 8 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 170 9 introduce introduce VBP work_46wmz2hmybd3bp23vpzkxqofpi 170 10 dummy dummy JJ work_46wmz2hmybd3bp23vpzkxqofpi 170 11 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 170 12 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 170 13 their -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 170 14 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 170 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 170 16 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 170 17 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 170 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 170 19 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 170 20 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 170 21 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 170 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 170 23 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 170 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 170 25 SOTH_LONDON soth_london FW work_46wmz2hmybd3bp23vpzkxqofpi 170 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 170 27 SOTH_NY SOTH_NY NNP work_46wmz2hmybd3bp23vpzkxqofpi 170 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 170 29 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 170 30 SOTH_OTHER SOTH_OTHER NNS work_46wmz2hmybd3bp23vpzkxqofpi 170 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 170 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 171 1 Together together RB work_46wmz2hmybd3bp23vpzkxqofpi 171 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 171 3 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 171 4 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 171 5 institutions institution NNS work_46wmz2hmybd3bp23vpzkxqofpi 171 6 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 171 7 responsible responsible JJ work_46wmz2hmybd3bp23vpzkxqofpi 171 8 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 171 9 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 171 10 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 171 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 171 12 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 171 13 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 171 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 171 15 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 171 16 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 171 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 172 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 172 2 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 172 3 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 172 4 big big JJ work_46wmz2hmybd3bp23vpzkxqofpi 172 5 British british JJ work_46wmz2hmybd3bp23vpzkxqofpi 172 6 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 172 7 houses house NNS work_46wmz2hmybd3bp23vpzkxqofpi 172 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 172 9 Bonhams Bonhams NNPS work_46wmz2hmybd3bp23vpzkxqofpi 172 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 172 11 Phillips Phillips NNP work_46wmz2hmybd3bp23vpzkxqofpi 172 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 172 13 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 172 14 make make VBP work_46wmz2hmybd3bp23vpzkxqofpi 172 15 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 172 16 distinction distinction NN work_46wmz2hmybd3bp23vpzkxqofpi 172 17 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 172 18 their -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 172 19 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 172 20 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 172 21 rooms room NNS work_46wmz2hmybd3bp23vpzkxqofpi 172 22 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 172 23 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 172 24 activities activity NNS work_46wmz2hmybd3bp23vpzkxqofpi 172 25 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 172 26 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 172 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 172 28 BON_LONDON bon_london NN work_46wmz2hmybd3bp23vpzkxqofpi 172 29 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 172 30 BON_OTHER bon_other NN work_46wmz2hmybd3bp23vpzkxqofpi 172 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 172 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 173 1 9 9 CD work_46wmz2hmybd3bp23vpzkxqofpi 173 2 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 173 3 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 173 4 create create VBP work_46wmz2hmybd3bp23vpzkxqofpi 173 5 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 173 6 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 173 7 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 173 8 account account VB work_46wmz2hmybd3bp23vpzkxqofpi 173 9 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 173 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 173 11 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 173 12 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 173 13 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 173 14 European european JJ work_46wmz2hmybd3bp23vpzkxqofpi 173 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 173 16 American american JJ work_46wmz2hmybd3bp23vpzkxqofpi 173 17 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 173 18 houses house NNS work_46wmz2hmybd3bp23vpzkxqofpi 173 19 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 173 20 AUCTION_EUROPEAN auction_european NN work_46wmz2hmybd3bp23vpzkxqofpi 173 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 173 22 AUCTION_AMERICAN AUCTION_AMERICAN NNP work_46wmz2hmybd3bp23vpzkxqofpi 173 23 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 173 24 – – : work_46wmz2hmybd3bp23vpzkxqofpi 173 25 see see VB work_46wmz2hmybd3bp23vpzkxqofpi 173 26 Appendix Appendix NNP work_46wmz2hmybd3bp23vpzkxqofpi 173 27 C. C. NNP work_46wmz2hmybd3bp23vpzkxqofpi 173 28 IV IV NNP work_46wmz2hmybd3bp23vpzkxqofpi 173 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 174 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 174 2 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 174 3 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 174 4 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 174 5 A. a. NN work_46wmz2hmybd3bp23vpzkxqofpi 174 6 Baseline Baseline NNP work_46wmz2hmybd3bp23vpzkxqofpi 174 7 indices indice VBZ work_46wmz2hmybd3bp23vpzkxqofpi 174 8 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 174 9 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 174 10 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 174 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 174 12 parameter parameter NN work_46wmz2hmybd3bp23vpzkxqofpi 174 13 estimates estimate NNS work_46wmz2hmybd3bp23vpzkxqofpi 174 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 174 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 174 16 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 174 17 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 174 18 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 174 19 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 174 20 baseline baseline NN work_46wmz2hmybd3bp23vpzkxqofpi 174 21 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 174 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 175 1 Eq eq RB work_46wmz2hmybd3bp23vpzkxqofpi 175 2 . . . work_46wmz2hmybd3bp23vpzkxqofpi 176 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 176 2 1 1 LS work_46wmz2hmybd3bp23vpzkxqofpi 176 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 176 4 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 176 5 estimated estimate VBN work_46wmz2hmybd3bp23vpzkxqofpi 176 6 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 176 7 ordinary ordinary JJ work_46wmz2hmybd3bp23vpzkxqofpi 176 8 least least JJS work_46wmz2hmybd3bp23vpzkxqofpi 176 9 squares square NNS work_46wmz2hmybd3bp23vpzkxqofpi 176 10 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 176 11 OLS OLS NNP work_46wmz2hmybd3bp23vpzkxqofpi 176 12 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 176 13 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 176 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 176 15 dependent dependent JJ work_46wmz2hmybd3bp23vpzkxqofpi 176 16 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 176 17 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 176 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 176 19 natural natural JJ work_46wmz2hmybd3bp23vpzkxqofpi 176 20 log log NN work_46wmz2hmybd3bp23vpzkxqofpi 176 21 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 176 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 176 23 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 176 24 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 176 25 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 176 26 USD usd NN work_46wmz2hmybd3bp23vpzkxqofpi 176 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 177 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 177 2 1,078,482 1,078,482 CD work_46wmz2hmybd3bp23vpzkxqofpi 177 3 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 177 4 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 177 5 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 177 6 complete complete JJ work_46wmz2hmybd3bp23vpzkxqofpi 177 7 information information NN work_46wmz2hmybd3bp23vpzkxqofpi 177 8 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 177 9 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 177 10 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 177 11 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 177 12 presented present VBN work_46wmz2hmybd3bp23vpzkxqofpi 177 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 177 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 177 15 previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 177 16 section section NN work_46wmz2hmybd3bp23vpzkxqofpi 177 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 178 1 Because because IN work_46wmz2hmybd3bp23vpzkxqofpi 178 2 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 178 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 178 4 very very RB work_46wmz2hmybd3bp23vpzkxqofpi 178 5 large large JJ work_46wmz2hmybd3bp23vpzkxqofpi 178 6 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 178 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 178 8 observations observation NNS work_46wmz2hmybd3bp23vpzkxqofpi 178 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 178 10 nearly nearly RB work_46wmz2hmybd3bp23vpzkxqofpi 178 11 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 178 12 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 178 13 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 178 14 statistically statistically RB work_46wmz2hmybd3bp23vpzkxqofpi 178 15 highly highly RB work_46wmz2hmybd3bp23vpzkxqofpi 178 16 significant significant JJ work_46wmz2hmybd3bp23vpzkxqofpi 178 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 179 1 Hence hence RB work_46wmz2hmybd3bp23vpzkxqofpi 179 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 179 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 179 4 focus focus VBP work_46wmz2hmybd3bp23vpzkxqofpi 179 5 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 179 6 economic economic JJ work_46wmz2hmybd3bp23vpzkxqofpi 179 7 significance significance NN work_46wmz2hmybd3bp23vpzkxqofpi 179 8 as as RB work_46wmz2hmybd3bp23vpzkxqofpi 179 9 well well RB work_46wmz2hmybd3bp23vpzkxqofpi 179 10 : : : work_46wmz2hmybd3bp23vpzkxqofpi 179 11 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 179 12 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 179 13 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 179 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 179 15 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 179 16 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 179 17 impact impact NN work_46wmz2hmybd3bp23vpzkxqofpi 179 18 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 179 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 179 20 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 179 21 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 179 22 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 179 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 179 24 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 179 25 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 179 26 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 179 27 proxied proxie VBN work_46wmz2hmybd3bp23vpzkxqofpi 179 28 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 179 29 taking take VBG work_46wmz2hmybd3bp23vpzkxqofpi 179 30 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 179 31 exponent exponent NN work_46wmz2hmybd3bp23vpzkxqofpi 179 32 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 179 33 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 179 34 coefficient coefficient NN work_46wmz2hmybd3bp23vpzkxqofpi 179 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 179 36 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 179 37 subtracting subtract VBG work_46wmz2hmybd3bp23vpzkxqofpi 179 38 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 179 39 . . . work_46wmz2hmybd3bp23vpzkxqofpi 180 1 It -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 180 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 180 3 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 180 4 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 180 5 note note VB work_46wmz2hmybd3bp23vpzkxqofpi 180 6 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 180 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 180 8 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 180 9 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 180 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 180 11 most most JJS work_46wmz2hmybd3bp23vpzkxqofpi 180 12 cases case NNS work_46wmz2hmybd3bp23vpzkxqofpi 180 13 picking pick VBG work_46wmz2hmybd3bp23vpzkxqofpi 180 14 up up RP work_46wmz2hmybd3bp23vpzkxqofpi 180 15 otherwise otherwise RB work_46wmz2hmybd3bp23vpzkxqofpi 180 16 unobservable unobservable JJ work_46wmz2hmybd3bp23vpzkxqofpi 180 17 differences difference NNS work_46wmz2hmybd3bp23vpzkxqofpi 180 18 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 180 19 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 180 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 180 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 180 22 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 180 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 180 24 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 180 25 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 180 26 thus thus RB work_46wmz2hmybd3bp23vpzkxqofpi 180 27 reflect reflect VBP work_46wmz2hmybd3bp23vpzkxqofpi 180 28 correlation correlation NN work_46wmz2hmybd3bp23vpzkxqofpi 180 29 instead instead RB work_46wmz2hmybd3bp23vpzkxqofpi 180 30 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 180 31 causality causality NN work_46wmz2hmybd3bp23vpzkxqofpi 180 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 181 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 181 2 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 181 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 181 4 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 181 5 sold sell VBN work_46wmz2hmybd3bp23vpzkxqofpi 181 6 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 181 7 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 181 8 ’s ’s NNP work_46wmz2hmybd3bp23vpzkxqofpi 181 9 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 181 10 Christie Christie NNP work_46wmz2hmybd3bp23vpzkxqofpi 181 11 ’s ’s , work_46wmz2hmybd3bp23vpzkxqofpi 181 12 mainly mainly RB work_46wmz2hmybd3bp23vpzkxqofpi 181 13 catch catch VB work_46wmz2hmybd3bp23vpzkxqofpi 181 14 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 181 15 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 181 16 because because IN work_46wmz2hmybd3bp23vpzkxqofpi 181 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 181 18 their -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 181 19 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 181 20 attractiveness attractiveness NN work_46wmz2hmybd3bp23vpzkxqofpi 181 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 181 22 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 181 23 necessarily necessarily RB work_46wmz2hmybd3bp23vpzkxqofpi 181 24 because because IN work_46wmz2hmybd3bp23vpzkxqofpi 181 25 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 181 26 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 181 27 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 181 28 certification certification NN work_46wmz2hmybd3bp23vpzkxqofpi 181 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 182 1 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 182 2 Insert Insert NNP work_46wmz2hmybd3bp23vpzkxqofpi 182 3 Table Table NNP work_46wmz2hmybd3bp23vpzkxqofpi 182 4 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 182 5 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 182 6 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 182 7 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 182 8 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 182 9 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 182 10 reveals reveal NNS work_46wmz2hmybd3bp23vpzkxqofpi 182 11 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 182 12 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 182 13 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 182 14 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 182 15 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 182 16 priced price VBN work_46wmz2hmybd3bp23vpzkxqofpi 182 17 13.5 13.5 CD work_46wmz2hmybd3bp23vpzkxqofpi 182 18 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 182 19 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 182 20 after after IN work_46wmz2hmybd3bp23vpzkxqofpi 182 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 182 22 inclusion inclusion NN work_46wmz2hmybd3bp23vpzkxqofpi 182 23 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 182 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 182 25 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 182 26 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 182 27 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 182 28 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 182 29 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 182 30 history history NN work_46wmz2hmybd3bp23vpzkxqofpi 182 31 reference reference NN work_46wmz2hmybd3bp23vpzkxqofpi 182 32 book book NN work_46wmz2hmybd3bp23vpzkxqofpi 182 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 183 1 Also also RB work_46wmz2hmybd3bp23vpzkxqofpi 183 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 183 3 strength strength NN work_46wmz2hmybd3bp23vpzkxqofpi 183 4 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 183 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 183 6 attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 183 7 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 183 8 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 183 9 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 183 10 effect effect NN work_46wmz2hmybd3bp23vpzkxqofpi 183 11 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 183 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 183 13 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 183 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 183 15 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 183 16 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 183 17 object object NN work_46wmz2hmybd3bp23vpzkxqofpi 183 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 184 1 Whenever whenever WRB work_46wmz2hmybd3bp23vpzkxqofpi 184 2 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 184 3 attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 184 4 dummy dummy NN work_46wmz2hmybd3bp23vpzkxqofpi 184 5 comes come VBZ work_46wmz2hmybd3bp23vpzkxqofpi 184 6 into into IN work_46wmz2hmybd3bp23vpzkxqofpi 184 7 play play NN work_46wmz2hmybd3bp23vpzkxqofpi 184 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 184 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 184 10 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 184 11 level level NN work_46wmz2hmybd3bp23vpzkxqofpi 184 12 drops drop VBZ work_46wmz2hmybd3bp23vpzkxqofpi 184 13 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 184 14 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 184 15 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 184 16 50 50 CD work_46wmz2hmybd3bp23vpzkxqofpi 184 17 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 184 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 185 1 Not not RB work_46wmz2hmybd3bp23vpzkxqofpi 185 2 surprisingly surprisingly RB work_46wmz2hmybd3bp23vpzkxqofpi 185 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 185 4 larger large JJR work_46wmz2hmybd3bp23vpzkxqofpi 185 5 discounts discount NNS work_46wmz2hmybd3bp23vpzkxqofpi 185 6 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 185 7 recorded record VBN work_46wmz2hmybd3bp23vpzkxqofpi 185 8 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 185 9 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 185 10 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 185 11 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 185 12 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 185 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 185 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 185 15 style style NN work_46wmz2hmybd3bp23vpzkxqofpi 185 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 185 17 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 185 18 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 185 19 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 185 20 after after IN work_46wmz2hmybd3bp23vpzkxqofpi 185 21 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 185 22 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 185 23 master master NN work_46wmz2hmybd3bp23vpzkxqofpi 185 24 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 185 25 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 185 26 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 185 27 attributed attribute VBN work_46wmz2hmybd3bp23vpzkxqofpi 185 28 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 185 29 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 185 30 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 185 31 studio studio NN work_46wmz2hmybd3bp23vpzkxqofpi 185 32 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 185 33 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 185 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 186 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 186 2 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 186 3 observe observe VBP work_46wmz2hmybd3bp23vpzkxqofpi 186 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 186 5 signed sign VBN work_46wmz2hmybd3bp23vpzkxqofpi 186 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 186 7 dated date VBN work_46wmz2hmybd3bp23vpzkxqofpi 186 8 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 186 9 carry carry VBP work_46wmz2hmybd3bp23vpzkxqofpi 186 10 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 186 11 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 186 12 : : : work_46wmz2hmybd3bp23vpzkxqofpi 186 13 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 186 14 signature signature NN work_46wmz2hmybd3bp23vpzkxqofpi 186 15 increases increase VBZ work_46wmz2hmybd3bp23vpzkxqofpi 186 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 186 17 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 186 18 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 186 19 as as RB work_46wmz2hmybd3bp23vpzkxqofpi 186 20 much much JJ work_46wmz2hmybd3bp23vpzkxqofpi 186 21 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 186 22 31 31 CD work_46wmz2hmybd3bp23vpzkxqofpi 186 23 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 186 24 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 186 25 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 186 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 186 27 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 186 28 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 186 29 date date NN work_46wmz2hmybd3bp23vpzkxqofpi 186 30 adds add VBZ work_46wmz2hmybd3bp23vpzkxqofpi 186 31 almost almost RB work_46wmz2hmybd3bp23vpzkxqofpi 186 32 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 186 33 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 186 34 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 186 35 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 186 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 187 1 Works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 187 2 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 187 3 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 187 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 187 5 priced price VBN work_46wmz2hmybd3bp23vpzkxqofpi 187 6 lower lower RBR work_46wmz2hmybd3bp23vpzkxqofpi 187 7 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 187 8 oil oil NN work_46wmz2hmybd3bp23vpzkxqofpi 187 9 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 187 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 187 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 187 12 drawings drawing NNS work_46wmz2hmybd3bp23vpzkxqofpi 187 13 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 187 14 less less RBR work_46wmz2hmybd3bp23vpzkxqofpi 187 15 valuable valuable JJ work_46wmz2hmybd3bp23vpzkxqofpi 187 16 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 187 17 watercolors watercolor NNS work_46wmz2hmybd3bp23vpzkxqofpi 187 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 188 1 Furthermore furthermore RB work_46wmz2hmybd3bp23vpzkxqofpi 188 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 188 3 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 188 4 increase increase VBP work_46wmz2hmybd3bp23vpzkxqofpi 188 5 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 188 6 size size NN work_46wmz2hmybd3bp23vpzkxqofpi 188 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 188 8 up up IN work_46wmz2hmybd3bp23vpzkxqofpi 188 9 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 188 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 188 11 point point NN work_46wmz2hmybd3bp23vpzkxqofpi 188 12 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 188 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 188 14 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 188 15 becomes become VBZ work_46wmz2hmybd3bp23vpzkxqofpi 188 16 too too RB work_46wmz2hmybd3bp23vpzkxqofpi 188 17 large large JJ work_46wmz2hmybd3bp23vpzkxqofpi 188 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 188 19 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 188 20 indicated indicate VBN work_46wmz2hmybd3bp23vpzkxqofpi 188 21 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 188 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 188 23 negative negative JJ work_46wmz2hmybd3bp23vpzkxqofpi 188 24 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 188 25 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 188 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 188 27 squared square VBN work_46wmz2hmybd3bp23vpzkxqofpi 188 28 terms term NNS work_46wmz2hmybd3bp23vpzkxqofpi 188 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 189 1 Regarding regard VBG work_46wmz2hmybd3bp23vpzkxqofpi 189 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 189 3 topic topic NN work_46wmz2hmybd3bp23vpzkxqofpi 189 4 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 189 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 189 6 there there EX work_46wmz2hmybd3bp23vpzkxqofpi 189 7 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 189 8 significant significant JJ work_46wmz2hmybd3bp23vpzkxqofpi 189 9 discounts discount NNS work_46wmz2hmybd3bp23vpzkxqofpi 189 10 associated associate VBN work_46wmz2hmybd3bp23vpzkxqofpi 189 11 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 189 12 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 189 13 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 189 14 portraits portrait NNS work_46wmz2hmybd3bp23vpzkxqofpi 189 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 189 16 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 189 17 self self NN work_46wmz2hmybd3bp23vpzkxqofpi 189 18 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 189 19 portraits portrait NNS work_46wmz2hmybd3bp23vpzkxqofpi 189 20 trade trade NN work_46wmz2hmybd3bp23vpzkxqofpi 189 21 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 189 22 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 189 23 premium premium NN work_46wmz2hmybd3bp23vpzkxqofpi 189 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 190 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 190 2 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 190 3 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 190 4 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 190 5 month month NN work_46wmz2hmybd3bp23vpzkxqofpi 190 6 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 190 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 190 8 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 190 9 the- the- NN work_46wmz2hmybd3bp23vpzkxqofpi 190 10 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 190 11 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 190 12 confirm confirm VBP work_46wmz2hmybd3bp23vpzkxqofpi 190 13 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 190 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 190 15 most most RBS work_46wmz2hmybd3bp23vpzkxqofpi 190 16 expensive expensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 190 17 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 190 18 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 190 19 clustered cluster VBN work_46wmz2hmybd3bp23vpzkxqofpi 190 20 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 190 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 190 22 ends end NNS work_46wmz2hmybd3bp23vpzkxqofpi 190 23 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 190 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 190 25 spring spring NN work_46wmz2hmybd3bp23vpzkxqofpi 190 26 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 190 27 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 190 28 autumn autumn NN work_46wmz2hmybd3bp23vpzkxqofpi 190 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 191 1 Finally finally RB work_46wmz2hmybd3bp23vpzkxqofpi 191 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 191 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 191 4 highest high JJS work_46wmz2hmybd3bp23vpzkxqofpi 191 5 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 191 6 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 191 7 paid pay VBN work_46wmz2hmybd3bp23vpzkxqofpi 191 8 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 191 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 191 10 main main JJ work_46wmz2hmybd3bp23vpzkxqofpi 191 11 offices office NNS work_46wmz2hmybd3bp23vpzkxqofpi 191 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 191 13 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 191 14 ’s ’s , work_46wmz2hmybd3bp23vpzkxqofpi 191 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 191 16 Christie Christie NNP work_46wmz2hmybd3bp23vpzkxqofpi 191 17 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 191 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 192 1 Based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 192 2 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 192 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 192 4 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 192 5 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 192 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 192 7 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 192 8 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 192 9 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 192 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 192 11 variance variance NN work_46wmz2hmybd3bp23vpzkxqofpi 192 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 192 13 residuals residual NNS work_46wmz2hmybd3bp23vpzkxqofpi 192 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 192 15 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 192 16 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 192 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 192 18 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 192 19 construct construct VBP work_46wmz2hmybd3bp23vpzkxqofpi 192 20 both both CC work_46wmz2hmybd3bp23vpzkxqofpi 192 21 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 192 22 uncorrected uncorrected JJ work_46wmz2hmybd3bp23vpzkxqofpi 192 23 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 192 24 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 192 25 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 192 26 Π π CD work_46wmz2hmybd3bp23vpzkxqofpi 192 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 192 28 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 192 29 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 192 30 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 192 31 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 192 32 Π π CD work_46wmz2hmybd3bp23vpzkxqofpi 192 33 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 192 34 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 192 35 corrects correct VBZ work_46wmz2hmybd3bp23vpzkxqofpi 192 36 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 192 37 log log NN work_46wmz2hmybd3bp23vpzkxqofpi 192 38 transformation transformation NN work_46wmz2hmybd3bp23vpzkxqofpi 192 39 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 192 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 193 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 193 2 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 193 3 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 193 4 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 193 5 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 193 6 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 193 7 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 193 8 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 193 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 193 10 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 193 11 levels level NNS work_46wmz2hmybd3bp23vpzkxqofpi 193 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 193 13 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 193 14 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 193 15 standardized standardize VBN work_46wmz2hmybd3bp23vpzkxqofpi 193 16 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 193 17 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 193 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 194 1 As as IN work_46wmz2hmybd3bp23vpzkxqofpi 194 2 mentioned mention VBN work_46wmz2hmybd3bp23vpzkxqofpi 194 3 before before RB work_46wmz2hmybd3bp23vpzkxqofpi 194 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 194 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 194 6 coverage coverage NN work_46wmz2hmybd3bp23vpzkxqofpi 194 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 194 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 194 9 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 194 10 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 194 11 very very RB work_46wmz2hmybd3bp23vpzkxqofpi 194 12 selective selective JJ work_46wmz2hmybd3bp23vpzkxqofpi 194 13 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 194 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 194 15 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 194 16 1963 1963 CD work_46wmz2hmybd3bp23vpzkxqofpi 194 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 194 18 so so CC work_46wmz2hmybd3bp23vpzkxqofpi 194 19 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 194 20 geometrically geometrically RB work_46wmz2hmybd3bp23vpzkxqofpi 194 21 interpolate interpolate VBP work_46wmz2hmybd3bp23vpzkxqofpi 194 22 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 194 23 values value NNS work_46wmz2hmybd3bp23vpzkxqofpi 194 24 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 194 25 that that DT work_46wmz2hmybd3bp23vpzkxqofpi 194 26 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 194 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 195 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 195 2 Previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 195 3 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 195 4 showed show VBD work_46wmz2hmybd3bp23vpzkxqofpi 195 5 very very RB work_46wmz2hmybd3bp23vpzkxqofpi 195 6 small small JJ work_46wmz2hmybd3bp23vpzkxqofpi 195 7 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 195 8 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 195 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 195 10 1963 1963 CD work_46wmz2hmybd3bp23vpzkxqofpi 195 11 . . . work_46wmz2hmybd3bp23vpzkxqofpi 195 12 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 196 1 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 196 2 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 196 3 indicates indicate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 196 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 196 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 196 6 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 196 7 values value NNS work_46wmz2hmybd3bp23vpzkxqofpi 196 8 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 196 9 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 196 10 statistical statistical JJ work_46wmz2hmybd3bp23vpzkxqofpi 196 11 precision precision NN work_46wmz2hmybd3bp23vpzkxqofpi 196 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 197 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 197 2 most most JJS work_46wmz2hmybd3bp23vpzkxqofpi 197 3 cases case NNS work_46wmz2hmybd3bp23vpzkxqofpi 197 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 197 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 197 6 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 197 7 deviation deviation NN work_46wmz2hmybd3bp23vpzkxqofpi 197 8 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 197 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 197 10 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 197 11 coefficient coefficient NN work_46wmz2hmybd3bp23vpzkxqofpi 197 12 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 197 13 10 10 CD work_46wmz2hmybd3bp23vpzkxqofpi 197 14 around around IN work_46wmz2hmybd3bp23vpzkxqofpi 197 15 0.03 0.03 CD work_46wmz2hmybd3bp23vpzkxqofpi 197 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 197 17 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 197 18 implies imply VBZ work_46wmz2hmybd3bp23vpzkxqofpi 197 19 tight tight JJ work_46wmz2hmybd3bp23vpzkxqofpi 197 20 confidence confidence NN work_46wmz2hmybd3bp23vpzkxqofpi 197 21 intervals interval NNS work_46wmz2hmybd3bp23vpzkxqofpi 197 22 around around IN work_46wmz2hmybd3bp23vpzkxqofpi 197 23 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 197 24 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 197 25 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 197 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 198 1 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 198 2 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 198 3 graphically graphically RB work_46wmz2hmybd3bp23vpzkxqofpi 198 4 depicts depict VBZ work_46wmz2hmybd3bp23vpzkxqofpi 198 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 198 6 evolution evolution NN work_46wmz2hmybd3bp23vpzkxqofpi 198 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 198 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 198 9 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 198 10 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 198 11 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 198 12 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 198 13 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 198 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 198 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 198 16 compares compare VBZ work_46wmz2hmybd3bp23vpzkxqofpi 198 17 them -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 198 18 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 198 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 198 20 evolution evolution NN work_46wmz2hmybd3bp23vpzkxqofpi 198 21 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 198 22 deflated deflate VBN work_46wmz2hmybd3bp23vpzkxqofpi 198 23 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 198 24 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 198 25 median median JJ work_46wmz2hmybd3bp23vpzkxqofpi 198 26 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 198 27 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 198 28 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 198 29 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 198 30 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 198 31 . . . work_46wmz2hmybd3bp23vpzkxqofpi 199 1 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 199 2 Insert Insert NNP work_46wmz2hmybd3bp23vpzkxqofpi 199 3 Table Table NNP work_46wmz2hmybd3bp23vpzkxqofpi 199 4 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 199 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 199 6 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 199 7 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 199 8 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 199 9 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 199 10 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 199 11 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 199 12 corrected correct VBN work_46wmz2hmybd3bp23vpzkxqofpi 199 13 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 199 14 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 199 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 199 16 Figure Figure NNP work_46wmz2hmybd3bp23vpzkxqofpi 199 17 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 199 18 illustrates illustrate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 199 19 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 199 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 199 21 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 199 22 boom boom NN work_46wmz2hmybd3bp23vpzkxqofpi 199 23 periods period NNS work_46wmz2hmybd3bp23vpzkxqofpi 199 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 199 25 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 199 26 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 199 27 increase increase VB work_46wmz2hmybd3bp23vpzkxqofpi 199 28 very very RB work_46wmz2hmybd3bp23vpzkxqofpi 199 29 fast fast RB work_46wmz2hmybd3bp23vpzkxqofpi 199 30 : : : work_46wmz2hmybd3bp23vpzkxqofpi 199 31 they -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 199 32 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 199 33 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 199 34 tripled triple VBN work_46wmz2hmybd3bp23vpzkxqofpi 199 35 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 199 36 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 199 37 terms term NNS work_46wmz2hmybd3bp23vpzkxqofpi 199 38 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 199 39 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 199 40 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 199 41 1990 1990 CD work_46wmz2hmybd3bp23vpzkxqofpi 199 42 . . . work_46wmz2hmybd3bp23vpzkxqofpi 200 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 200 2 yearly yearly JJ work_46wmz2hmybd3bp23vpzkxqofpi 200 3 increase increase NN work_46wmz2hmybd3bp23vpzkxqofpi 200 4 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 200 5 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 200 6 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 200 7 1985 1985 CD work_46wmz2hmybd3bp23vpzkxqofpi 200 8 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 200 9 1990 1990 CD work_46wmz2hmybd3bp23vpzkxqofpi 200 10 exceeded exceed VBD work_46wmz2hmybd3bp23vpzkxqofpi 200 11 23 23 CD work_46wmz2hmybd3bp23vpzkxqofpi 200 12 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 200 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 201 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 201 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 201 3 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 201 4 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 201 5 rapidly rapidly RB work_46wmz2hmybd3bp23vpzkxqofpi 201 6 decreased decrease VBD work_46wmz2hmybd3bp23vpzkxqofpi 201 7 after after IN work_46wmz2hmybd3bp23vpzkxqofpi 201 8 1990 1990 CD work_46wmz2hmybd3bp23vpzkxqofpi 201 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 201 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 201 11 no no DT work_46wmz2hmybd3bp23vpzkxqofpi 201 12 large large JJ work_46wmz2hmybd3bp23vpzkxqofpi 201 13 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 201 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 201 15 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 201 16 levels level NNS work_46wmz2hmybd3bp23vpzkxqofpi 201 17 occurred occur VBD work_46wmz2hmybd3bp23vpzkxqofpi 201 18 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 201 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 201 20 mid-1990s mid-1990 NNS work_46wmz2hmybd3bp23vpzkxqofpi 201 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 201 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 201 23 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 201 24 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 201 25 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 201 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 201 27 2000s 2000s CD work_46wmz2hmybd3bp23vpzkxqofpi 201 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 202 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 202 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 202 3 most most RBS work_46wmz2hmybd3bp23vpzkxqofpi 202 4 recent recent JJ work_46wmz2hmybd3bp23vpzkxqofpi 202 5 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 202 6 boom boom NN work_46wmz2hmybd3bp23vpzkxqofpi 202 7 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 202 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 202 9 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 202 10 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 202 11 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 202 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 202 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 202 14 annual annual JJ work_46wmz2hmybd3bp23vpzkxqofpi 202 15 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 202 16 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 202 17 appreciation appreciation NN work_46wmz2hmybd3bp23vpzkxqofpi 202 18 averaged average VBD work_46wmz2hmybd3bp23vpzkxqofpi 202 19 13.65 13.65 CD work_46wmz2hmybd3bp23vpzkxqofpi 202 20 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 202 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 203 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 203 2 figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 203 3 documents document NNS work_46wmz2hmybd3bp23vpzkxqofpi 203 4 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 203 5 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 203 6 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 203 7 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 203 8 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 203 9 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 203 10 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 203 11 median median JJ work_46wmz2hmybd3bp23vpzkxqofpi 203 12 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 203 13 would would MD work_46wmz2hmybd3bp23vpzkxqofpi 203 14 overestimate overestimate VB work_46wmz2hmybd3bp23vpzkxqofpi 203 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 203 16 volatility volatility NN work_46wmz2hmybd3bp23vpzkxqofpi 203 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 203 18 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 203 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 203 20 because because IN work_46wmz2hmybd3bp23vpzkxqofpi 203 21 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 203 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 203 23 lack lack NN work_46wmz2hmybd3bp23vpzkxqofpi 203 24 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 203 25 control control NN work_46wmz2hmybd3bp23vpzkxqofpi 203 26 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 203 27 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 203 28 differences difference NNS work_46wmz2hmybd3bp23vpzkxqofpi 203 29 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 203 30 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 203 31 . . . work_46wmz2hmybd3bp23vpzkxqofpi 204 1 Indeed indeed RB work_46wmz2hmybd3bp23vpzkxqofpi 204 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 204 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 204 4 key key JJ work_46wmz2hmybd3bp23vpzkxqofpi 204 5 contribution contribution NN work_46wmz2hmybd3bp23vpzkxqofpi 204 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 204 7 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 204 8 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 204 9 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 204 10 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 204 11 disentangle disentangle VB work_46wmz2hmybd3bp23vpzkxqofpi 204 12 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 204 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 204 14 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 204 15 composition composition NN work_46wmz2hmybd3bp23vpzkxqofpi 204 16 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 204 17 those those DT work_46wmz2hmybd3bp23vpzkxqofpi 204 18 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 204 19 heterogeneity heterogeneity NN work_46wmz2hmybd3bp23vpzkxqofpi 204 20 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 204 21 controlled control VBN work_46wmz2hmybd3bp23vpzkxqofpi 204 22 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 204 23 levels level NNS work_46wmz2hmybd3bp23vpzkxqofpi 204 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 205 1 At at IN work_46wmz2hmybd3bp23vpzkxqofpi 205 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 205 3 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 205 4 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 205 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 205 6 however however RB work_46wmz2hmybd3bp23vpzkxqofpi 205 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 205 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 205 9 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 205 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 205 11 median median JJ work_46wmz2hmybd3bp23vpzkxqofpi 205 12 series series NN work_46wmz2hmybd3bp23vpzkxqofpi 205 13 serve serve VBP work_46wmz2hmybd3bp23vpzkxqofpi 205 14 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 205 15 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 205 16 check check NN work_46wmz2hmybd3bp23vpzkxqofpi 205 17 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 205 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 205 19 order order NN work_46wmz2hmybd3bp23vpzkxqofpi 205 20 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 205 21 magnitude magnitude NN work_46wmz2hmybd3bp23vpzkxqofpi 205 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 205 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 205 24 overall overall JJ work_46wmz2hmybd3bp23vpzkxqofpi 205 25 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 205 26 appreciation appreciation NN work_46wmz2hmybd3bp23vpzkxqofpi 205 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 205 28 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 205 29 least least JJS work_46wmz2hmybd3bp23vpzkxqofpi 205 30 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 205 31 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 205 32 last last JJ work_46wmz2hmybd3bp23vpzkxqofpi 205 33 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 205 34 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 205 35 three three CD work_46wmz2hmybd3bp23vpzkxqofpi 205 36 decades decade NNS work_46wmz2hmybd3bp23vpzkxqofpi 205 37 , , , work_46wmz2hmybd3bp23vpzkxqofpi 205 38 when when WRB work_46wmz2hmybd3bp23vpzkxqofpi 205 39 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 205 40 coverage coverage NN work_46wmz2hmybd3bp23vpzkxqofpi 205 41 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 205 42 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 205 43 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 205 44 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 205 45 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 205 46 no no RB work_46wmz2hmybd3bp23vpzkxqofpi 205 47 longer long RBR work_46wmz2hmybd3bp23vpzkxqofpi 205 48 expanding expand VBG work_46wmz2hmybd3bp23vpzkxqofpi 205 49 notably notably RB work_46wmz2hmybd3bp23vpzkxqofpi 205 50 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 205 51 . . . work_46wmz2hmybd3bp23vpzkxqofpi 206 1 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 206 2 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 206 3 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 206 4 illustrates illustrate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 206 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 206 6 quantitative quantitative JJ work_46wmz2hmybd3bp23vpzkxqofpi 206 7 importance importance NN work_46wmz2hmybd3bp23vpzkxqofpi 206 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 206 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 206 10 correction correction NN work_46wmz2hmybd3bp23vpzkxqofpi 206 11 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 206 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 206 13 log log NN work_46wmz2hmybd3bp23vpzkxqofpi 206 14 transformation transformation NN work_46wmz2hmybd3bp23vpzkxqofpi 206 15 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 206 16 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 206 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 206 18 end end NN work_46wmz2hmybd3bp23vpzkxqofpi 206 19 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 206 20 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 206 21 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 206 22 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 206 23 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 206 24 values value NNS work_46wmz2hmybd3bp23vpzkxqofpi 206 25 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 206 26 very very RB work_46wmz2hmybd3bp23vpzkxqofpi 206 27 similar similar JJ work_46wmz2hmybd3bp23vpzkxqofpi 206 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 206 29 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 206 30 observe observe VBP work_46wmz2hmybd3bp23vpzkxqofpi 206 31 marked marked JJ work_46wmz2hmybd3bp23vpzkxqofpi 206 32 deviations deviation NNS work_46wmz2hmybd3bp23vpzkxqofpi 206 33 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 206 34 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 206 35 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 206 36 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 206 37 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 206 38 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 206 39 some some DT work_46wmz2hmybd3bp23vpzkxqofpi 206 40 periods period NNS work_46wmz2hmybd3bp23vpzkxqofpi 206 41 . . . work_46wmz2hmybd3bp23vpzkxqofpi 207 1 Annualized annualize VBN work_46wmz2hmybd3bp23vpzkxqofpi 207 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 207 3 i.e. i.e. FW work_46wmz2hmybd3bp23vpzkxqofpi 207 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 207 5 geometric geometric JJ work_46wmz2hmybd3bp23vpzkxqofpi 207 6 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 207 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 207 8 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 207 9 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 207 10 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 207 11 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 207 12 Panel Panel NNP work_46wmz2hmybd3bp23vpzkxqofpi 207 13 A A NNP work_46wmz2hmybd3bp23vpzkxqofpi 207 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 207 15 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 207 16 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 207 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 208 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 208 2 focus focus VBP work_46wmz2hmybd3bp23vpzkxqofpi 208 3 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 208 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 208 5 corrected correct VBN work_46wmz2hmybd3bp23vpzkxqofpi 208 6 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 208 7 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 208 8 . . . work_46wmz2hmybd3bp23vpzkxqofpi 209 1 On on IN work_46wmz2hmybd3bp23vpzkxqofpi 209 2 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 209 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 209 4 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 209 5 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 209 6 appreciated appreciate VBN work_46wmz2hmybd3bp23vpzkxqofpi 209 7 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 209 8 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 209 9 yearly yearly JJ work_46wmz2hmybd3bp23vpzkxqofpi 209 10 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 209 11 rate rate NN work_46wmz2hmybd3bp23vpzkxqofpi 209 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 209 13 3.97 3.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 209 14 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 209 15 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 209 16 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 209 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 209 18 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 209 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 210 1 Over over IN work_46wmz2hmybd3bp23vpzkxqofpi 210 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 210 3 last last JJ work_46wmz2hmybd3bp23vpzkxqofpi 210 4 25 25 CD work_46wmz2hmybd3bp23vpzkxqofpi 210 5 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 210 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 210 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 210 8 geometric geometric JJ work_46wmz2hmybd3bp23vpzkxqofpi 210 9 mean mean VBP work_46wmz2hmybd3bp23vpzkxqofpi 210 10 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 210 11 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 210 12 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 210 13 somewhat somewhat RB work_46wmz2hmybd3bp23vpzkxqofpi 210 14 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 210 15 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 210 16 5.19 5.19 CD work_46wmz2hmybd3bp23vpzkxqofpi 210 17 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 210 18 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 210 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 211 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 211 2 nominal nominal JJ work_46wmz2hmybd3bp23vpzkxqofpi 211 3 equivalents equivalent NNS work_46wmz2hmybd3bp23vpzkxqofpi 211 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 211 5 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 211 6 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 211 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 211 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 211 9 obtained obtain VBN work_46wmz2hmybd3bp23vpzkxqofpi 211 10 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 211 11 correcting correct VBG work_46wmz2hmybd3bp23vpzkxqofpi 211 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 211 13 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 211 14 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 211 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 211 16 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 211 17 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 211 18 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 211 19 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 211 20 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 211 21 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 211 22 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 211 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 211 24 CPI CPI NNP work_46wmz2hmybd3bp23vpzkxqofpi 211 25 series series NN work_46wmz2hmybd3bp23vpzkxqofpi 211 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 211 27 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 211 28 8.21 8.21 CD work_46wmz2hmybd3bp23vpzkxqofpi 211 29 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 211 30 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 211 31 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 211 32 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 211 33 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 211 34 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 211 35 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 211 36 8.47 8.47 CD work_46wmz2hmybd3bp23vpzkxqofpi 211 37 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 211 38 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 211 39 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 211 40 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 211 41 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 211 42 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 211 43 . . . work_46wmz2hmybd3bp23vpzkxqofpi 212 1 These these DT work_46wmz2hmybd3bp23vpzkxqofpi 212 2 numbers number NNS work_46wmz2hmybd3bp23vpzkxqofpi 212 3 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 212 4 substantially substantially RB work_46wmz2hmybd3bp23vpzkxqofpi 212 5 below below IN work_46wmz2hmybd3bp23vpzkxqofpi 212 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 212 7 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 212 8 estimates estimate NNS work_46wmz2hmybd3bp23vpzkxqofpi 212 9 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 212 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 212 11 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 212 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 212 13 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 212 14 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 212 15 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 212 16 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 212 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 212 18 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 212 19 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 212 20 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 212 21 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 212 22 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 212 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 212 24 periods period NNS work_46wmz2hmybd3bp23vpzkxqofpi 212 25 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 212 26 common common JJ work_46wmz2hmybd3bp23vpzkxqofpi 212 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 213 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 213 2 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 213 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 213 4 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 213 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 213 6 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 213 7 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 213 8 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 213 9 1999 1999 CD work_46wmz2hmybd3bp23vpzkxqofpi 213 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 213 11 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 213 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 213 13 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 213 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 213 15 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 213 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 213 17 report report VB work_46wmz2hmybd3bp23vpzkxqofpi 213 18 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 213 19 annualized annualize VBN work_46wmz2hmybd3bp23vpzkxqofpi 213 20 nominal nominal JJ work_46wmz2hmybd3bp23vpzkxqofpi 213 21 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 213 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 213 23 12.81 12.81 CD work_46wmz2hmybd3bp23vpzkxqofpi 213 24 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 213 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 213 26 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 213 27 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 213 28 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 213 29 appreciated appreciate VBN work_46wmz2hmybd3bp23vpzkxqofpi 213 30 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 213 31 7.59 7.59 CD work_46wmz2hmybd3bp23vpzkxqofpi 213 32 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 213 33 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 213 34 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 213 35 annual annual JJ work_46wmz2hmybd3bp23vpzkxqofpi 213 36 basis basis NN work_46wmz2hmybd3bp23vpzkxqofpi 213 37 – – : work_46wmz2hmybd3bp23vpzkxqofpi 213 38 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 213 39 difference difference NN work_46wmz2hmybd3bp23vpzkxqofpi 213 40 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 213 41 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 213 42 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 213 43 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 213 44 . . . work_46wmz2hmybd3bp23vpzkxqofpi 214 1 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 214 2 Insert Insert NNP work_46wmz2hmybd3bp23vpzkxqofpi 214 3 Table Table NNP work_46wmz2hmybd3bp23vpzkxqofpi 214 4 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 214 5 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 214 6 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 214 7 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 214 8 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 214 9 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 214 10 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 214 11 reports report VBZ work_46wmz2hmybd3bp23vpzkxqofpi 214 12 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 214 13 deviations deviation NNS work_46wmz2hmybd3bp23vpzkxqofpi 214 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 214 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 214 16 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 214 17 series series NN work_46wmz2hmybd3bp23vpzkxqofpi 214 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 214 19 annual annual JJ work_46wmz2hmybd3bp23vpzkxqofpi 214 20 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 214 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 215 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 215 2 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 215 3 corrected correct VBN work_46wmz2hmybd3bp23vpzkxqofpi 215 4 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 215 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 215 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 215 7 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 215 8 deviation deviation NN work_46wmz2hmybd3bp23vpzkxqofpi 215 9 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 215 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 215 11 full full JJ work_46wmz2hmybd3bp23vpzkxqofpi 215 12 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 215 13 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 215 14 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 215 15 slightly slightly RB work_46wmz2hmybd3bp23vpzkxqofpi 215 16 above above IN work_46wmz2hmybd3bp23vpzkxqofpi 215 17 15 15 CD work_46wmz2hmybd3bp23vpzkxqofpi 215 18 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 215 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 216 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 216 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 216 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 216 4 will will MD work_46wmz2hmybd3bp23vpzkxqofpi 216 5 later later RB work_46wmz2hmybd3bp23vpzkxqofpi 216 6 note note VB work_46wmz2hmybd3bp23vpzkxqofpi 216 7 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 216 8 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 216 9 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 216 10 still still RB work_46wmz2hmybd3bp23vpzkxqofpi 216 11 underestimates underestimate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 216 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 216 13 true true JJ work_46wmz2hmybd3bp23vpzkxqofpi 216 14 riskiness riskiness NN work_46wmz2hmybd3bp23vpzkxqofpi 216 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 216 16 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 216 17 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 216 18 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 216 19 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 216 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 217 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 217 2 V v NN work_46wmz2hmybd3bp23vpzkxqofpi 217 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 217 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 218 1 B. B. NNP work_46wmz2hmybd3bp23vpzkxqofpi 218 2 Robustness Robustness NNP work_46wmz2hmybd3bp23vpzkxqofpi 218 3 checks check NNS work_46wmz2hmybd3bp23vpzkxqofpi 218 4 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 218 5 now now RB work_46wmz2hmybd3bp23vpzkxqofpi 218 6 check check VBP work_46wmz2hmybd3bp23vpzkxqofpi 218 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 218 8 quantitative quantitative JJ work_46wmz2hmybd3bp23vpzkxqofpi 218 9 robustness robustness NN work_46wmz2hmybd3bp23vpzkxqofpi 218 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 218 11 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 218 12 baseline baseline JJ work_46wmz2hmybd3bp23vpzkxqofpi 218 13 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 218 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 219 1 First first RB work_46wmz2hmybd3bp23vpzkxqofpi 219 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 219 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 219 4 repeat repeat VBP work_46wmz2hmybd3bp23vpzkxqofpi 219 5 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 219 6 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 219 7 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 219 8 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 219 9 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 219 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 219 11 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 219 12 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 219 13 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 219 14 ups up NNS work_46wmz2hmybd3bp23vpzkxqofpi 219 15 : : : work_46wmz2hmybd3bp23vpzkxqofpi 219 16 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 17 i i NN work_46wmz2hmybd3bp23vpzkxqofpi 219 18 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 19 excluding exclude VBG work_46wmz2hmybd3bp23vpzkxqofpi 219 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 219 21 topic topic NN work_46wmz2hmybd3bp23vpzkxqofpi 219 22 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 219 23 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 24 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 219 25 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 219 26 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 219 27 capture capture VB work_46wmz2hmybd3bp23vpzkxqofpi 219 28 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 219 29 subject subject JJ work_46wmz2hmybd3bp23vpzkxqofpi 219 30 matter matter NN work_46wmz2hmybd3bp23vpzkxqofpi 219 31 rather rather RB work_46wmz2hmybd3bp23vpzkxqofpi 219 32 imprecisely imprecisely RB work_46wmz2hmybd3bp23vpzkxqofpi 219 33 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 34 , , , work_46wmz2hmybd3bp23vpzkxqofpi 219 35 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 36 ii ii NNP work_46wmz2hmybd3bp23vpzkxqofpi 219 37 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 38 excluding exclude VBG work_46wmz2hmybd3bp23vpzkxqofpi 219 39 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 219 40 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 219 41 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 219 42 5,000 5,000 CD work_46wmz2hmybd3bp23vpzkxqofpi 219 43 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 219 44 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 219 45 fewer few JJR work_46wmz2hmybd3bp23vpzkxqofpi 219 46 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 219 47 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 219 48 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 219 49 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 50 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 219 51 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 219 52 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 219 53 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 219 54 less less RBR work_46wmz2hmybd3bp23vpzkxqofpi 219 55 11 11 CD work_46wmz2hmybd3bp23vpzkxqofpi 219 56 liquid liquid NN work_46wmz2hmybd3bp23vpzkxqofpi 219 57 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 58 , , , work_46wmz2hmybd3bp23vpzkxqofpi 219 59 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 219 60 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 61 iii iii NN work_46wmz2hmybd3bp23vpzkxqofpi 219 62 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 63 excluding exclude VBG work_46wmz2hmybd3bp23vpzkxqofpi 219 64 Minimalism Minimalism NNP work_46wmz2hmybd3bp23vpzkxqofpi 219 65 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 219 66 Contemporary Contemporary NNP work_46wmz2hmybd3bp23vpzkxqofpi 219 67 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 219 68 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 69 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 219 70 selection selection NN work_46wmz2hmybd3bp23vpzkxqofpi 219 71 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 219 72 survivorship survivorship NN work_46wmz2hmybd3bp23vpzkxqofpi 219 73 issues issue NNS work_46wmz2hmybd3bp23vpzkxqofpi 219 74 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 219 75 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 219 76 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 219 77 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 219 78 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 219 79 concern concern NN work_46wmz2hmybd3bp23vpzkxqofpi 219 80 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 219 81 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 219 82 recent recent JJ work_46wmz2hmybd3bp23vpzkxqofpi 219 83 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 219 84 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 219 85 . . . work_46wmz2hmybd3bp23vpzkxqofpi 220 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 220 2 B B NNP work_46wmz2hmybd3bp23vpzkxqofpi 220 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 220 4 Table Table NNP work_46wmz2hmybd3bp23vpzkxqofpi 220 5 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 220 6 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 220 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 220 8 uncorrected uncorrected JJ work_46wmz2hmybd3bp23vpzkxqofpi 220 9 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 220 10 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 220 11 estimates estimate NNS work_46wmz2hmybd3bp23vpzkxqofpi 220 12 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 220 13 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 220 14 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 220 15 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 220 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 220 17 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 220 18 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 220 19 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 220 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 220 21 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 220 22 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 220 23 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 220 24 compared compare VBN work_46wmz2hmybd3bp23vpzkxqofpi 220 25 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 220 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 220 27 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 220 28 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 220 29 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 220 30 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 220 31 Π π CD work_46wmz2hmybd3bp23vpzkxqofpi 220 32 , , , work_46wmz2hmybd3bp23vpzkxqofpi 220 33 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 220 34 shown show VBN work_46wmz2hmybd3bp23vpzkxqofpi 220 35 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 220 36 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 220 37 A. a. NN work_46wmz2hmybd3bp23vpzkxqofpi 221 1 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 221 2 estimates estimate NNS work_46wmz2hmybd3bp23vpzkxqofpi 221 3 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 221 4 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 221 5 change change VB work_46wmz2hmybd3bp23vpzkxqofpi 221 6 substantially substantially RB work_46wmz2hmybd3bp23vpzkxqofpi 221 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 221 8 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 221 9 annualized annualize VBN work_46wmz2hmybd3bp23vpzkxqofpi 221 10 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 221 11 appreciations appreciation NNS work_46wmz2hmybd3bp23vpzkxqofpi 221 12 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 221 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 221 14 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 221 15 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 221 16 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 221 17 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 221 18 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 221 19 differ differ VBP work_46wmz2hmybd3bp23vpzkxqofpi 221 20 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 221 21 less less JJR work_46wmz2hmybd3bp23vpzkxqofpi 221 22 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 221 23 0.05 0.05 CD work_46wmz2hmybd3bp23vpzkxqofpi 221 24 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 221 25 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 221 26 those those DT work_46wmz2hmybd3bp23vpzkxqofpi 221 27 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 221 28 earlier early RBR work_46wmz2hmybd3bp23vpzkxqofpi 221 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 222 1 Second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 222 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 222 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 222 4 potential potential JJ work_46wmz2hmybd3bp23vpzkxqofpi 222 5 problem problem NN work_46wmz2hmybd3bp23vpzkxqofpi 222 6 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 222 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 222 8 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 222 9 approach approach NN work_46wmz2hmybd3bp23vpzkxqofpi 222 10 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 222 11 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 222 12 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 222 13 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 222 14 constrained constrain VBN work_46wmz2hmybd3bp23vpzkxqofpi 222 15 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 222 16 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 222 17 stable stable JJ work_46wmz2hmybd3bp23vpzkxqofpi 222 18 across across IN work_46wmz2hmybd3bp23vpzkxqofpi 222 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 222 20 whole whole JJ work_46wmz2hmybd3bp23vpzkxqofpi 222 21 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 222 22 window window NN work_46wmz2hmybd3bp23vpzkxqofpi 222 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 223 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 223 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 223 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 223 4 strong strong JJ work_46wmz2hmybd3bp23vpzkxqofpi 223 5 assumption assumption NN work_46wmz2hmybd3bp23vpzkxqofpi 223 6 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 223 7 shadow shadow NN work_46wmz2hmybd3bp23vpzkxqofpi 223 8 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 223 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 223 10 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 223 11 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 223 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 223 13 i.e. i.e. FW work_46wmz2hmybd3bp23vpzkxqofpi 223 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 223 15 tastes taste VBZ work_46wmz2hmybd3bp23vpzkxqofpi 223 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 223 17 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 223 18 change change VB work_46wmz2hmybd3bp23vpzkxqofpi 223 19 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 223 20 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 223 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 224 1 An an DT work_46wmz2hmybd3bp23vpzkxqofpi 224 2 adjacent adjacent JJ work_46wmz2hmybd3bp23vpzkxqofpi 224 3 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 224 4 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 224 5 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 224 6 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 224 7 mitigate mitigate VB work_46wmz2hmybd3bp23vpzkxqofpi 224 8 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 224 9 problem problem NN work_46wmz2hmybd3bp23vpzkxqofpi 224 10 : : : work_46wmz2hmybd3bp23vpzkxqofpi 224 11 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 224 12 dividing divide VBG work_46wmz2hmybd3bp23vpzkxqofpi 224 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 224 14 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 224 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 224 16 subperiods subperiod NNS work_46wmz2hmybd3bp23vpzkxqofpi 224 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 224 18 it -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 224 19 enables enable VBZ work_46wmz2hmybd3bp23vpzkxqofpi 224 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 224 21 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 224 22 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 224 23 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 224 24 fluctuate fluctuate VB work_46wmz2hmybd3bp23vpzkxqofpi 224 25 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 224 26 Triplett Triplett NNP work_46wmz2hmybd3bp23vpzkxqofpi 224 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 224 28 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 224 29 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 224 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 225 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 225 2 apply apply VBP work_46wmz2hmybd3bp23vpzkxqofpi 225 3 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 225 4 method method NN work_46wmz2hmybd3bp23vpzkxqofpi 225 5 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 225 6 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 225 7 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 225 8 set set VBN work_46wmz2hmybd3bp23vpzkxqofpi 225 9 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 225 10 performing perform VBG work_46wmz2hmybd3bp23vpzkxqofpi 225 11 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 225 12 separate separate JJ work_46wmz2hmybd3bp23vpzkxqofpi 225 13 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 225 14 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 225 15 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 225 16 every every DT work_46wmz2hmybd3bp23vpzkxqofpi 225 17 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 225 18 consecutive consecutive JJ work_46wmz2hmybd3bp23vpzkxqofpi 225 19 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 225 20 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 225 21 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 225 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 225 23 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 225 24 then then RB work_46wmz2hmybd3bp23vpzkxqofpi 225 25 chain chain NN work_46wmz2hmybd3bp23vpzkxqofpi 225 26 - - : work_46wmz2hmybd3bp23vpzkxqofpi 225 27 linking link VBG work_46wmz2hmybd3bp23vpzkxqofpi 225 28 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 225 29 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 225 30 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 225 31 . . . work_46wmz2hmybd3bp23vpzkxqofpi 226 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 226 2 restrict restrict VBP work_46wmz2hmybd3bp23vpzkxqofpi 226 3 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 226 4 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 226 5 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 226 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 226 7 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 226 8 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 226 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 226 10 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 226 11 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 226 12 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 226 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 226 14 because because IN work_46wmz2hmybd3bp23vpzkxqofpi 226 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 226 16 methodology methodology NN work_46wmz2hmybd3bp23vpzkxqofpi 226 17 would would MD work_46wmz2hmybd3bp23vpzkxqofpi 226 18 underestimate underestimate VB work_46wmz2hmybd3bp23vpzkxqofpi 226 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 226 20 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 226 21 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 226 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 226 23 full full JJ work_46wmz2hmybd3bp23vpzkxqofpi 226 24 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 226 25 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 226 26 due due IN work_46wmz2hmybd3bp23vpzkxqofpi 226 27 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 226 28 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 226 29 expansion expansion NN work_46wmz2hmybd3bp23vpzkxqofpi 226 30 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 226 31 coverage coverage NN work_46wmz2hmybd3bp23vpzkxqofpi 226 32 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 226 33 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 226 34 database database NN work_46wmz2hmybd3bp23vpzkxqofpi 226 35 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 226 36 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 226 37 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 226 38 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 226 39 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 226 40 25 25 CD work_46wmz2hmybd3bp23vpzkxqofpi 226 41 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 226 42 . . . work_46wmz2hmybd3bp23vpzkxqofpi 227 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 227 2 adjacent adjacent JJ work_46wmz2hmybd3bp23vpzkxqofpi 227 3 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 227 4 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 227 5 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 227 6 generates generate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 227 7 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 227 8 uncorrected uncorrected JJ work_46wmz2hmybd3bp23vpzkxqofpi 227 9 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 227 10 estimate estimate NN work_46wmz2hmybd3bp23vpzkxqofpi 227 11 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 227 12 4.60 4.60 CD work_46wmz2hmybd3bp23vpzkxqofpi 227 13 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 227 14 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 227 15 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 227 16 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 227 17 very very RB work_46wmz2hmybd3bp23vpzkxqofpi 227 18 similar similar JJ work_46wmz2hmybd3bp23vpzkxqofpi 227 19 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 227 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 227 21 one one NN work_46wmz2hmybd3bp23vpzkxqofpi 227 22 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 227 23 obtained obtain VBD work_46wmz2hmybd3bp23vpzkxqofpi 227 24 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 227 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 227 26 pooled pool VBN work_46wmz2hmybd3bp23vpzkxqofpi 227 27 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 227 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 227 29 lending lend VBG work_46wmz2hmybd3bp23vpzkxqofpi 227 30 further further JJ work_46wmz2hmybd3bp23vpzkxqofpi 227 31 support support NN work_46wmz2hmybd3bp23vpzkxqofpi 227 32 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 227 33 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 227 34 benchmark benchmark NN work_46wmz2hmybd3bp23vpzkxqofpi 227 35 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 227 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 228 1 Third third JJ work_46wmz2hmybd3bp23vpzkxqofpi 228 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 228 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 228 4 main main JJ work_46wmz2hmybd3bp23vpzkxqofpi 228 5 advantage advantage NN work_46wmz2hmybd3bp23vpzkxqofpi 228 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 228 7 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 228 8 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 228 9 that that DT work_46wmz2hmybd3bp23vpzkxqofpi 228 10 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 228 11 controls control NNS work_46wmz2hmybd3bp23vpzkxqofpi 228 12 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 228 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 228 14 uniqueness uniqueness NN work_46wmz2hmybd3bp23vpzkxqofpi 228 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 228 16 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 228 17 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 228 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 229 1 Also also RB work_46wmz2hmybd3bp23vpzkxqofpi 229 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 229 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 229 4 contrast contrast NN work_46wmz2hmybd3bp23vpzkxqofpi 229 5 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 229 6 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 229 7 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 229 8 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 229 9 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 229 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 229 11 it -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 229 12 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 229 13 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 229 14 thought think VBN work_46wmz2hmybd3bp23vpzkxqofpi 229 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 229 16 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 229 17 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 229 18 investable investable JJ work_46wmz2hmybd3bp23vpzkxqofpi 229 19 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 229 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 229 21 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 229 22 least least JJS work_46wmz2hmybd3bp23vpzkxqofpi 229 23 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 229 24 theory theory NN work_46wmz2hmybd3bp23vpzkxqofpi 229 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 230 1 Unfortunately unfortunately RB work_46wmz2hmybd3bp23vpzkxqofpi 230 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 230 3 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 230 4 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 230 5 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 230 6 does do VBZ work_46wmz2hmybd3bp23vpzkxqofpi 230 7 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 230 8 uniquely uniquely RB work_46wmz2hmybd3bp23vpzkxqofpi 230 9 identify identify VB work_46wmz2hmybd3bp23vpzkxqofpi 230 10 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 230 11 artwork artwork NN work_46wmz2hmybd3bp23vpzkxqofpi 230 12 – – : work_46wmz2hmybd3bp23vpzkxqofpi 230 13 let let VB work_46wmz2hmybd3bp23vpzkxqofpi 230 14 alone alone RB work_46wmz2hmybd3bp23vpzkxqofpi 230 15 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 230 16 repeated repeat VBN work_46wmz2hmybd3bp23vpzkxqofpi 230 17 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 230 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 231 1 Yet yet CC work_46wmz2hmybd3bp23vpzkxqofpi 231 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 231 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 231 4 aim aim VBP work_46wmz2hmybd3bp23vpzkxqofpi 231 5 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 231 6 identify identify VB work_46wmz2hmybd3bp23vpzkxqofpi 231 7 multiple multiple JJ work_46wmz2hmybd3bp23vpzkxqofpi 231 8 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 231 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 231 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 231 11 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 231 12 item item NN work_46wmz2hmybd3bp23vpzkxqofpi 231 13 indirectly indirectly RB work_46wmz2hmybd3bp23vpzkxqofpi 231 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 232 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 232 2 consider consider VBP work_46wmz2hmybd3bp23vpzkxqofpi 232 3 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 232 4 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 232 5 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 232 6 being be VBG work_46wmz2hmybd3bp23vpzkxqofpi 232 7 identical identical JJ work_46wmz2hmybd3bp23vpzkxqofpi 232 8 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 232 9 they -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 232 10 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 232 11 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 232 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 232 13 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 232 14 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 232 15 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 232 16 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 232 17 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 232 18 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 232 19 pupil pupil NN work_46wmz2hmybd3bp23vpzkxqofpi 232 20 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 232 21 follower follower NN work_46wmz2hmybd3bp23vpzkxqofpi 232 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 232 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 232 24 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 232 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 232 26 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 232 27 dimensions dimension NNS work_46wmz2hmybd3bp23vpzkxqofpi 232 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 232 29 carry carry VB work_46wmz2hmybd3bp23vpzkxqofpi 232 30 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 232 31 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 232 32 title title NN work_46wmz2hmybd3bp23vpzkxqofpi 232 33 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 232 34 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 232 35 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 232 36 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 232 37 Untitled untitle VBN work_46wmz2hmybd3bp23vpzkxqofpi 232 38 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 232 39 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 232 40 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 232 41 Composition composition NN work_46wmz2hmybd3bp23vpzkxqofpi 232 42 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 232 43 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 232 44 , , , work_46wmz2hmybd3bp23vpzkxqofpi 232 45 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 232 46 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 232 47 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 232 48 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 232 49 medium medium NN work_46wmz2hmybd3bp23vpzkxqofpi 232 50 , , , work_46wmz2hmybd3bp23vpzkxqofpi 232 51 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 232 52 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 232 53 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 232 54 differ differ VB work_46wmz2hmybd3bp23vpzkxqofpi 232 55 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 232 56 respect respect NN work_46wmz2hmybd3bp23vpzkxqofpi 232 57 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 232 58 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 232 59 presence presence NN work_46wmz2hmybd3bp23vpzkxqofpi 232 60 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 232 61 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 232 62 signature signature NN work_46wmz2hmybd3bp23vpzkxqofpi 232 63 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 232 64 date date NN work_46wmz2hmybd3bp23vpzkxqofpi 232 65 . . . work_46wmz2hmybd3bp23vpzkxqofpi 233 1 Strikingly strikingly RB work_46wmz2hmybd3bp23vpzkxqofpi 233 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 233 3 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 233 4 reduces reduce VBZ work_46wmz2hmybd3bp23vpzkxqofpi 233 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 233 6 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 233 7 set set VBN work_46wmz2hmybd3bp23vpzkxqofpi 233 8 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 233 9 1.1 1.1 CD work_46wmz2hmybd3bp23vpzkxqofpi 233 10 million million CD work_46wmz2hmybd3bp23vpzkxqofpi 233 11 individual individual JJ work_46wmz2hmybd3bp23vpzkxqofpi 233 12 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 233 13 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 233 14 30,611 30,611 CD work_46wmz2hmybd3bp23vpzkxqofpi 233 15 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 233 16 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 233 17 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 233 18 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 233 19 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 233 20 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 233 21 holding hold VBG work_46wmz2hmybd3bp23vpzkxqofpi 233 22 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 233 23 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 233 24 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 233 25 least least JJS work_46wmz2hmybd3bp23vpzkxqofpi 233 26 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 233 27 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 233 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 234 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 234 2 similar similar JJ work_46wmz2hmybd3bp23vpzkxqofpi 234 3 reasons reason NNS work_46wmz2hmybd3bp23vpzkxqofpi 234 4 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 234 5 before before IN work_46wmz2hmybd3bp23vpzkxqofpi 234 6 – – : work_46wmz2hmybd3bp23vpzkxqofpi 234 7 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 234 8 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 234 9 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 234 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 234 11 full full JJ work_46wmz2hmybd3bp23vpzkxqofpi 234 12 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 234 13 would would MD work_46wmz2hmybd3bp23vpzkxqofpi 234 14 underestimate underestimate VB work_46wmz2hmybd3bp23vpzkxqofpi 234 15 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 234 16 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 234 17 because because IN work_46wmz2hmybd3bp23vpzkxqofpi 234 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 234 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 234 20 focus focus NN work_46wmz2hmybd3bp23vpzkxqofpi 234 21 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 234 22 higher higher RBR work_46wmz2hmybd3bp23vpzkxqofpi 234 23 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 234 24 priced price VBN work_46wmz2hmybd3bp23vpzkxqofpi 234 25 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 234 26 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 234 27 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 234 28 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 234 29 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 234 30 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 234 31 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 234 32 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 234 33 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 234 34 – – : work_46wmz2hmybd3bp23vpzkxqofpi 234 35 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 234 36 look look VBP work_46wmz2hmybd3bp23vpzkxqofpi 234 37 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 234 38 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 234 39 21,846 21,846 CD work_46wmz2hmybd3bp23vpzkxqofpi 234 40 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 234 41 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 234 42 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 234 43 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 234 44 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 234 45 . . . work_46wmz2hmybd3bp23vpzkxqofpi 235 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 235 2 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 235 3 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 235 4 compares compare VBZ work_46wmz2hmybd3bp23vpzkxqofpi 235 5 favorably favorably RB work_46wmz2hmybd3bp23vpzkxqofpi 235 6 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 235 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 235 8 size size NN work_46wmz2hmybd3bp23vpzkxqofpi 235 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 235 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 235 11 databases database NNS work_46wmz2hmybd3bp23vpzkxqofpi 235 12 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 235 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 235 14 previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 235 15 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 235 16 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 235 17 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 235 18 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 235 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 235 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 236 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 236 2 line line NN work_46wmz2hmybd3bp23vpzkxqofpi 236 3 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 236 4 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 236 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 236 6 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 236 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 236 8 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 236 9 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 236 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 236 11 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 236 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 236 13 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 236 14 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 236 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 236 16 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 236 17 apply apply VBP work_46wmz2hmybd3bp23vpzkxqofpi 236 18 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 236 19 three three CD work_46wmz2hmybd3bp23vpzkxqofpi 236 20 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 236 21 stage stage NN work_46wmz2hmybd3bp23vpzkxqofpi 236 22 estimation estimation NN work_46wmz2hmybd3bp23vpzkxqofpi 236 23 procedure procedure NN work_46wmz2hmybd3bp23vpzkxqofpi 236 24 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 236 25 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 236 26 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 236 27 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 236 28 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 236 29 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 236 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 236 31 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 236 32 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 236 33 Case Case NNP work_46wmz2hmybd3bp23vpzkxqofpi 236 34 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 236 35 Shiller Shiller NNP work_46wmz2hmybd3bp23vpzkxqofpi 236 36 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 236 37 1987 1987 CD work_46wmz2hmybd3bp23vpzkxqofpi 236 38 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 236 39 . . . work_46wmz2hmybd3bp23vpzkxqofpi 237 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 237 2 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 237 3 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 237 4 step step NN work_46wmz2hmybd3bp23vpzkxqofpi 237 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 237 6 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 237 7 regress regress VBP work_46wmz2hmybd3bp23vpzkxqofpi 237 8 returns return VBZ work_46wmz2hmybd3bp23vpzkxqofpi 237 9 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 237 10 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 237 11 matrix matrix NN work_46wmz2hmybd3bp23vpzkxqofpi 237 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 237 13 containing contain VBG work_46wmz2hmybd3bp23vpzkxqofpi 237 14 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 237 15 row row NN work_46wmz2hmybd3bp23vpzkxqofpi 237 16 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 237 17 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 237 18 item item NN work_46wmz2hmybd3bp23vpzkxqofpi 237 19 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 237 20 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 237 21 column column NN work_46wmz2hmybd3bp23vpzkxqofpi 237 22 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 237 23 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 237 24 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 237 25 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 237 26 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 237 27 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 237 28 dummy dummy JJ work_46wmz2hmybd3bp23vpzkxqofpi 237 29 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 237 30 indicating indicate VBG work_46wmz2hmybd3bp23vpzkxqofpi 237 31 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 237 32 holding hold VBG work_46wmz2hmybd3bp23vpzkxqofpi 237 33 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 237 34 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 237 35 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 237 36 item item NN work_46wmz2hmybd3bp23vpzkxqofpi 237 37 , , , work_46wmz2hmybd3bp23vpzkxqofpi 237 38 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 237 39 OLS OLS NNP work_46wmz2hmybd3bp23vpzkxqofpi 237 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 238 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 238 2 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 238 3 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 238 4 stage stage NN work_46wmz2hmybd3bp23vpzkxqofpi 238 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 238 6 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 238 7 regress regress VBP work_46wmz2hmybd3bp23vpzkxqofpi 238 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 238 9 squared square VBN work_46wmz2hmybd3bp23vpzkxqofpi 238 10 residuals residual NNS work_46wmz2hmybd3bp23vpzkxqofpi 238 11 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 238 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 238 13 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 238 14 step step NN work_46wmz2hmybd3bp23vpzkxqofpi 238 15 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 238 16 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 238 17 intercept intercept NN work_46wmz2hmybd3bp23vpzkxqofpi 238 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 238 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 238 20 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 238 21 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 238 22 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 238 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 239 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 239 2 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 239 3 third third JJ work_46wmz2hmybd3bp23vpzkxqofpi 239 4 step step NN work_46wmz2hmybd3bp23vpzkxqofpi 239 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 239 6 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 239 7 redo redo VBP work_46wmz2hmybd3bp23vpzkxqofpi 239 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 239 9 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 239 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 239 11 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 239 12 weighted weighted JJ work_46wmz2hmybd3bp23vpzkxqofpi 239 13 least least JJS work_46wmz2hmybd3bp23vpzkxqofpi 239 14 squares square NNS work_46wmz2hmybd3bp23vpzkxqofpi 239 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 239 16 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 239 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 239 18 fitted fitted JJ work_46wmz2hmybd3bp23vpzkxqofpi 239 19 squared square VBN work_46wmz2hmybd3bp23vpzkxqofpi 239 20 residuals residual NNS work_46wmz2hmybd3bp23vpzkxqofpi 239 21 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 239 22 weights weight NNS work_46wmz2hmybd3bp23vpzkxqofpi 239 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 240 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 240 2 last last JJ work_46wmz2hmybd3bp23vpzkxqofpi 240 3 line line NN work_46wmz2hmybd3bp23vpzkxqofpi 240 4 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 240 5 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 240 6 B B NNP work_46wmz2hmybd3bp23vpzkxqofpi 240 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 240 8 Table Table NNP work_46wmz2hmybd3bp23vpzkxqofpi 240 9 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 240 10 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 240 11 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 240 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 240 13 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 240 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 240 15 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 240 16 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 240 17 under under IN work_46wmz2hmybd3bp23vpzkxqofpi 240 18 consideration consideration NN work_46wmz2hmybd3bp23vpzkxqofpi 240 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 240 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 240 21 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 240 22 implies imply VBZ work_46wmz2hmybd3bp23vpzkxqofpi 240 23 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 240 24 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 240 25 annual annual JJ work_46wmz2hmybd3bp23vpzkxqofpi 240 26 increase increase NN work_46wmz2hmybd3bp23vpzkxqofpi 240 27 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 240 28 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 240 29 geometric geometric JJ work_46wmz2hmybd3bp23vpzkxqofpi 240 30 mean mean JJ work_46wmz2hmybd3bp23vpzkxqofpi 240 31 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 240 32 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 240 33 4.56 4.56 CD work_46wmz2hmybd3bp23vpzkxqofpi 240 34 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 240 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 240 36 compared compare VBN work_46wmz2hmybd3bp23vpzkxqofpi 240 37 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 240 38 4.55 4.55 CD work_46wmz2hmybd3bp23vpzkxqofpi 240 39 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 240 40 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 240 41 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 240 42 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 240 43 uncorrected uncorrected JJ work_46wmz2hmybd3bp23vpzkxqofpi 240 44 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 240 45 12 12 CD work_46wmz2hmybd3bp23vpzkxqofpi 240 46 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 240 47 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 240 48 index.3 index.3 VBP work_46wmz2hmybd3bp23vpzkxqofpi 240 49 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 240 50 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 240 51 deviation deviation NN work_46wmz2hmybd3bp23vpzkxqofpi 240 52 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 240 53 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 240 54 slightly slightly RB work_46wmz2hmybd3bp23vpzkxqofpi 240 55 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 240 56 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 240 57 before before RB work_46wmz2hmybd3bp23vpzkxqofpi 240 58 . . . work_46wmz2hmybd3bp23vpzkxqofpi 241 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 241 2 correlation correlation NN work_46wmz2hmybd3bp23vpzkxqofpi 241 3 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 241 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 241 5 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 241 6 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 241 7 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 241 8 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 241 9 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 241 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 241 11 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 241 12 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 241 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 241 14 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 241 15 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 241 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 241 17 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 241 18 0.98 0.98 CD work_46wmz2hmybd3bp23vpzkxqofpi 241 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 242 1 C. C. NNP work_46wmz2hmybd3bp23vpzkxqofpi 242 2 Quantile Quantile NNP work_46wmz2hmybd3bp23vpzkxqofpi 242 3 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 242 4 Despite despite IN work_46wmz2hmybd3bp23vpzkxqofpi 242 5 some some DT work_46wmz2hmybd3bp23vpzkxqofpi 242 6 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 242 7 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 242 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 242 9 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 242 10 masterpiece masterpiece NNP work_46wmz2hmybd3bp23vpzkxqofpi 242 11 effect effect NN work_46wmz2hmybd3bp23vpzkxqofpi 242 12 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 242 13 – – : work_46wmz2hmybd3bp23vpzkxqofpi 242 14 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 242 15 examines examine VBZ work_46wmz2hmybd3bp23vpzkxqofpi 242 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 242 17 question question NN work_46wmz2hmybd3bp23vpzkxqofpi 242 18 whether whether IN work_46wmz2hmybd3bp23vpzkxqofpi 242 19 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 242 20 expensive expensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 242 21 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 242 22 out- out- RB work_46wmz2hmybd3bp23vpzkxqofpi 242 23 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 242 24 underperforms underperform VBZ work_46wmz2hmybd3bp23vpzkxqofpi 242 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 242 26 overall overall JJ work_46wmz2hmybd3bp23vpzkxqofpi 242 27 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 242 28 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 242 29 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 242 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 242 31 Pesando Pesando NNP work_46wmz2hmybd3bp23vpzkxqofpi 242 32 , , , work_46wmz2hmybd3bp23vpzkxqofpi 242 33 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 242 34 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 242 35 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 242 36 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 242 37 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 242 38 , , , work_46wmz2hmybd3bp23vpzkxqofpi 242 39 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 242 40 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 242 41 – – : work_46wmz2hmybd3bp23vpzkxqofpi 242 42 prior prior JJ work_46wmz2hmybd3bp23vpzkxqofpi 242 43 literature literature NN work_46wmz2hmybd3bp23vpzkxqofpi 242 44 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 242 45 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 242 46 systematically systematically RB work_46wmz2hmybd3bp23vpzkxqofpi 242 47 explored explore VBN work_46wmz2hmybd3bp23vpzkxqofpi 242 48 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 242 49 potential potential JJ work_46wmz2hmybd3bp23vpzkxqofpi 242 50 variation variation NN work_46wmz2hmybd3bp23vpzkxqofpi 242 51 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 242 52 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 242 53 across across IN work_46wmz2hmybd3bp23vpzkxqofpi 242 54 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 242 55 brackets bracket NNS work_46wmz2hmybd3bp23vpzkxqofpi 242 56 . . . work_46wmz2hmybd3bp23vpzkxqofpi 243 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 243 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 243 3 surprising surprising JJ work_46wmz2hmybd3bp23vpzkxqofpi 243 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 243 5 given give VBN work_46wmz2hmybd3bp23vpzkxqofpi 243 6 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 243 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 243 8 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 243 9 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 243 10 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 243 11 likely likely JJ work_46wmz2hmybd3bp23vpzkxqofpi 243 12 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 243 13 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 243 14 segmented segment VBN work_46wmz2hmybd3bp23vpzkxqofpi 243 15 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 243 16 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 243 17 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 243 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 243 19 reasons reason NNS work_46wmz2hmybd3bp23vpzkxqofpi 243 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 244 1 First first RB work_46wmz2hmybd3bp23vpzkxqofpi 244 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 244 3 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 244 4 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 244 5 indivisible indivisible JJ work_46wmz2hmybd3bp23vpzkxqofpi 244 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 244 7 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 244 8 therefore therefore RB work_46wmz2hmybd3bp23vpzkxqofpi 244 9 small small JJ work_46wmz2hmybd3bp23vpzkxqofpi 244 10 investors investor NNS work_46wmz2hmybd3bp23vpzkxqofpi 244 11 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 244 12 generally generally RB work_46wmz2hmybd3bp23vpzkxqofpi 244 13 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 244 14 able able JJ work_46wmz2hmybd3bp23vpzkxqofpi 244 15 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 244 16 invest invest VB work_46wmz2hmybd3bp23vpzkxqofpi 244 17 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 244 18 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 244 19 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 244 20 end end NN work_46wmz2hmybd3bp23vpzkxqofpi 244 21 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 244 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 245 1 Second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 245 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 245 3 wealthy wealthy JJ work_46wmz2hmybd3bp23vpzkxqofpi 245 4 individuals individual NNS work_46wmz2hmybd3bp23vpzkxqofpi 245 5 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 245 6 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 245 7 less less RBR work_46wmz2hmybd3bp23vpzkxqofpi 245 8 tempted tempt VBN work_46wmz2hmybd3bp23vpzkxqofpi 245 9 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 245 10 buy buy VB work_46wmz2hmybd3bp23vpzkxqofpi 245 11 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 245 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 245 13 lower low JJR work_46wmz2hmybd3bp23vpzkxqofpi 245 14 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 245 15 end end NN work_46wmz2hmybd3bp23vpzkxqofpi 245 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 245 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 245 18 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 245 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 245 20 where where WRB work_46wmz2hmybd3bp23vpzkxqofpi 245 21 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 245 22 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 245 23 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 245 24 signal signal VB work_46wmz2hmybd3bp23vpzkxqofpi 245 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 245 26 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 245 27 social social JJ work_46wmz2hmybd3bp23vpzkxqofpi 245 28 status status NN work_46wmz2hmybd3bp23vpzkxqofpi 245 29 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 245 30 Mandel Mandel NNP work_46wmz2hmybd3bp23vpzkxqofpi 245 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 245 32 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 245 33 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 245 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 246 1 Third third JJ work_46wmz2hmybd3bp23vpzkxqofpi 246 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 246 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 246 4 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 246 5 expensive expensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 246 6 parts part NNS work_46wmz2hmybd3bp23vpzkxqofpi 246 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 246 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 246 9 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 246 10 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 246 11 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 246 12 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 246 13 prone prone JJ work_46wmz2hmybd3bp23vpzkxqofpi 246 14 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 246 15 speculation speculation NN work_46wmz2hmybd3bp23vpzkxqofpi 246 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 247 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 247 2 distribution distribution NN work_46wmz2hmybd3bp23vpzkxqofpi 247 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 247 4 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 247 5 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 247 6 thus thus RB work_46wmz2hmybd3bp23vpzkxqofpi 247 7 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 247 8 skewed skew VBN work_46wmz2hmybd3bp23vpzkxqofpi 247 9 over over RP work_46wmz2hmybd3bp23vpzkxqofpi 247 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 247 11 above above IN work_46wmz2hmybd3bp23vpzkxqofpi 247 12 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 247 13 potential potential JJ work_46wmz2hmybd3bp23vpzkxqofpi 247 14 masterpiece masterpiece NN work_46wmz2hmybd3bp23vpzkxqofpi 247 15 effect effect NN work_46wmz2hmybd3bp23vpzkxqofpi 247 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 248 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 248 2 such such PDT work_46wmz2hmybd3bp23vpzkxqofpi 248 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 248 4 setting setting NN work_46wmz2hmybd3bp23vpzkxqofpi 248 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 248 6 quantile quantile NN work_46wmz2hmybd3bp23vpzkxqofpi 248 7 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 248 8 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 248 9 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 248 10 particularly particularly RB work_46wmz2hmybd3bp23vpzkxqofpi 248 11 useful useful JJ work_46wmz2hmybd3bp23vpzkxqofpi 248 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 248 13 Zietz Zietz NNP work_46wmz2hmybd3bp23vpzkxqofpi 248 14 et et NNP work_46wmz2hmybd3bp23vpzkxqofpi 248 15 al al NNP work_46wmz2hmybd3bp23vpzkxqofpi 248 16 . . NNP work_46wmz2hmybd3bp23vpzkxqofpi 248 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 248 18 2008 2008 CD work_46wmz2hmybd3bp23vpzkxqofpi 248 19 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 248 20 Scorcu Scorcu NNP work_46wmz2hmybd3bp23vpzkxqofpi 248 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 248 22 Zanola Zanola NNP work_46wmz2hmybd3bp23vpzkxqofpi 248 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 248 24 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 248 25 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 248 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 249 1 While while IN work_46wmz2hmybd3bp23vpzkxqofpi 249 2 OLS OLS NNP work_46wmz2hmybd3bp23vpzkxqofpi 249 3 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 249 4 provide provide VBP work_46wmz2hmybd3bp23vpzkxqofpi 249 5 estimates estimate NNS work_46wmz2hmybd3bp23vpzkxqofpi 249 6 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 249 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 249 8 conditional conditional JJ work_46wmz2hmybd3bp23vpzkxqofpi 249 9 means mean NNS work_46wmz2hmybd3bp23vpzkxqofpi 249 10 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 249 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 249 12 non non JJ work_46wmz2hmybd3bp23vpzkxqofpi 249 13 - - JJ work_46wmz2hmybd3bp23vpzkxqofpi 249 14 linear linear JJ work_46wmz2hmybd3bp23vpzkxqofpi 249 15 quantile quantile NN work_46wmz2hmybd3bp23vpzkxqofpi 249 16 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 249 17 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 249 18 characterize characterize VB work_46wmz2hmybd3bp23vpzkxqofpi 249 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 249 20 entire entire JJ work_46wmz2hmybd3bp23vpzkxqofpi 249 21 distribution distribution NN work_46wmz2hmybd3bp23vpzkxqofpi 249 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 249 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 249 24 dependent dependent JJ work_46wmz2hmybd3bp23vpzkxqofpi 249 25 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 249 26 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 249 27 Koenker Koenker NNP work_46wmz2hmybd3bp23vpzkxqofpi 249 28 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 249 29 Hallock Hallock NNP work_46wmz2hmybd3bp23vpzkxqofpi 249 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 249 31 2001 2001 CD work_46wmz2hmybd3bp23vpzkxqofpi 249 32 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 249 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 250 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 250 2 estimate estimate VBP work_46wmz2hmybd3bp23vpzkxqofpi 250 3 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 250 4 trends trend NNS work_46wmz2hmybd3bp23vpzkxqofpi 250 5 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 250 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 250 7 percentiles percentile NNS work_46wmz2hmybd3bp23vpzkxqofpi 250 8 0.95 0.95 CD work_46wmz2hmybd3bp23vpzkxqofpi 250 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 250 10 0.75 0.75 CD work_46wmz2hmybd3bp23vpzkxqofpi 250 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 250 12 0.50 0.50 CD work_46wmz2hmybd3bp23vpzkxqofpi 250 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 250 14 0.25 0.25 CD work_46wmz2hmybd3bp23vpzkxqofpi 250 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 250 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 250 17 0.05 0.05 CD work_46wmz2hmybd3bp23vpzkxqofpi 250 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 250 19 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 250 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 250 21 adjacent adjacent JJ work_46wmz2hmybd3bp23vpzkxqofpi 250 22 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 250 23 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 250 24 set- set- NN work_46wmz2hmybd3bp23vpzkxqofpi 250 25 up up RP work_46wmz2hmybd3bp23vpzkxqofpi 250 26 outlined outlined JJ work_46wmz2hmybd3bp23vpzkxqofpi 250 27 before before RB work_46wmz2hmybd3bp23vpzkxqofpi 250 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 251 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 251 2 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 251 3 split split VBP work_46wmz2hmybd3bp23vpzkxqofpi 251 4 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 251 5 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 251 6 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 251 7 subperiods subperiod NNS work_46wmz2hmybd3bp23vpzkxqofpi 251 8 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 251 9 avoid avoid VB work_46wmz2hmybd3bp23vpzkxqofpi 251 10 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 251 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 251 12 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 251 13 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 251 14 measure measure VBP work_46wmz2hmybd3bp23vpzkxqofpi 251 15 variation variation NN work_46wmz2hmybd3bp23vpzkxqofpi 251 16 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 251 17 premiums premium NNS work_46wmz2hmybd3bp23vpzkxqofpi 251 18 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 251 19 discounts discount NNS work_46wmz2hmybd3bp23vpzkxqofpi 251 20 across across IN work_46wmz2hmybd3bp23vpzkxqofpi 251 21 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 251 22 rather rather RB work_46wmz2hmybd3bp23vpzkxqofpi 251 23 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 251 24 across across IN work_46wmz2hmybd3bp23vpzkxqofpi 251 25 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 251 26 brackets bracket NNS work_46wmz2hmybd3bp23vpzkxqofpi 251 27 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 251 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 252 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 252 2 denote denote VBP work_46wmz2hmybd3bp23vpzkxqofpi 252 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 252 4 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 252 5 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 252 6 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 252 7 Q95 Q95 NNP work_46wmz2hmybd3bp23vpzkxqofpi 252 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 252 9 Q75 Q75 NNP work_46wmz2hmybd3bp23vpzkxqofpi 252 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 252 11 etc etc FW work_46wmz2hmybd3bp23vpzkxqofpi 252 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 253 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 253 2 show show VBP work_46wmz2hmybd3bp23vpzkxqofpi 253 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 253 4 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 253 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 253 6 again again RB work_46wmz2hmybd3bp23vpzkxqofpi 253 7 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 253 8 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 253 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 253 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 253 11 Panel Panel NNP work_46wmz2hmybd3bp23vpzkxqofpi 253 12 C C NNP work_46wmz2hmybd3bp23vpzkxqofpi 253 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 253 14 Table Table NNP work_46wmz2hmybd3bp23vpzkxqofpi 253 15 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 253 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 253 17 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 253 18 Figure Figure NNP work_46wmz2hmybd3bp23vpzkxqofpi 253 19 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 253 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 254 1 An an DT work_46wmz2hmybd3bp23vpzkxqofpi 254 2 interesting interesting JJ work_46wmz2hmybd3bp23vpzkxqofpi 254 3 pattern pattern NN work_46wmz2hmybd3bp23vpzkxqofpi 254 4 emerges emerge VBZ work_46wmz2hmybd3bp23vpzkxqofpi 254 5 . . . work_46wmz2hmybd3bp23vpzkxqofpi 255 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 255 2 low low JJ work_46wmz2hmybd3bp23vpzkxqofpi 255 3 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 255 4 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 255 5 Q05 Q05 NNP work_46wmz2hmybd3bp23vpzkxqofpi 255 6 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 255 7 particularly particularly RB work_46wmz2hmybd3bp23vpzkxqofpi 255 8 striking striking JJ work_46wmz2hmybd3bp23vpzkxqofpi 255 9 : : : work_46wmz2hmybd3bp23vpzkxqofpi 255 10 it -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 255 11 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 255 12 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 255 13 annual annual JJ work_46wmz2hmybd3bp23vpzkxqofpi 255 14 growth growth NN work_46wmz2hmybd3bp23vpzkxqofpi 255 15 rate rate NN work_46wmz2hmybd3bp23vpzkxqofpi 255 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 255 17 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 255 18 1.35 1.35 CD work_46wmz2hmybd3bp23vpzkxqofpi 255 19 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 255 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 255 21 compared compare VBN work_46wmz2hmybd3bp23vpzkxqofpi 255 22 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 255 23 4.91 4.91 CD work_46wmz2hmybd3bp23vpzkxqofpi 255 24 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 255 25 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 255 26 Q50 Q50 NNP work_46wmz2hmybd3bp23vpzkxqofpi 255 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 255 28 i.e. i.e. FW work_46wmz2hmybd3bp23vpzkxqofpi 255 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 255 30 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 255 31 constant constant JJ work_46wmz2hmybd3bp23vpzkxqofpi 255 32 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 255 33 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 255 34 median median JJ work_46wmz2hmybd3bp23vpzkxqofpi 255 35 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 255 36 level level NN work_46wmz2hmybd3bp23vpzkxqofpi 255 37 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 255 38 . . . work_46wmz2hmybd3bp23vpzkxqofpi 256 1 Over over IN work_46wmz2hmybd3bp23vpzkxqofpi 256 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 256 3 last last JJ work_46wmz2hmybd3bp23vpzkxqofpi 256 4 25 25 CD work_46wmz2hmybd3bp23vpzkxqofpi 256 5 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 256 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 256 7 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 256 8 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 256 9 gone go VBN work_46wmz2hmybd3bp23vpzkxqofpi 256 10 up up RP work_46wmz2hmybd3bp23vpzkxqofpi 256 11 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 256 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 256 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 256 14 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 256 15 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 256 16 brackets bracket NNS work_46wmz2hmybd3bp23vpzkxqofpi 256 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 257 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 257 2 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 257 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 257 4 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 257 5 Q95 Q95 NNP work_46wmz2hmybd3bp23vpzkxqofpi 257 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 257 7 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 257 8 record record VBP work_46wmz2hmybd3bp23vpzkxqofpi 257 9 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 257 10 annualized annualize VBN work_46wmz2hmybd3bp23vpzkxqofpi 257 11 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 257 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 257 13 6.32 6.32 CD work_46wmz2hmybd3bp23vpzkxqofpi 257 14 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 257 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 258 1 Paired pair VBN work_46wmz2hmybd3bp23vpzkxqofpi 258 2 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 258 3 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 258 4 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 258 5 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 258 6 tests test NNS work_46wmz2hmybd3bp23vpzkxqofpi 258 7 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 258 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 258 9 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 258 10 series series NN work_46wmz2hmybd3bp23vpzkxqofpi 258 11 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 258 12 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 258 13 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 258 14 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 258 15 show show VBP work_46wmz2hmybd3bp23vpzkxqofpi 258 16 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 258 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 258 18 difference difference NN work_46wmz2hmybd3bp23vpzkxqofpi 258 19 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 258 20 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 258 21 arithmetic arithmetic JJ work_46wmz2hmybd3bp23vpzkxqofpi 258 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 258 23 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 258 24 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 258 25 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 258 26 Q05 Q05 NNP work_46wmz2hmybd3bp23vpzkxqofpi 258 27 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 258 28 any any DT work_46wmz2hmybd3bp23vpzkxqofpi 258 29 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 258 30 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 258 31 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 258 32 quantile quantile NNP work_46wmz2hmybd3bp23vpzkxqofpi 258 33 series series NNP work_46wmz2hmybd3bp23vpzkxqofpi 258 34 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 258 35 statistically statistically RB work_46wmz2hmybd3bp23vpzkxqofpi 258 36 significant significant JJ work_46wmz2hmybd3bp23vpzkxqofpi 258 37 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 258 38 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 258 39 0.05 0.05 CD work_46wmz2hmybd3bp23vpzkxqofpi 258 40 level level NN work_46wmz2hmybd3bp23vpzkxqofpi 258 41 . . . work_46wmz2hmybd3bp23vpzkxqofpi 259 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 259 2 outperformance outperformance NN work_46wmz2hmybd3bp23vpzkxqofpi 259 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 259 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 259 5 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 259 6 quantiles quantile NNS work_46wmz2hmybd3bp23vpzkxqofpi 259 7 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 259 8 mainly mainly RB work_46wmz2hmybd3bp23vpzkxqofpi 259 9 due due JJ work_46wmz2hmybd3bp23vpzkxqofpi 259 10 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 259 11 strong strong JJ work_46wmz2hmybd3bp23vpzkxqofpi 259 12 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 259 13 rises rise NNS work_46wmz2hmybd3bp23vpzkxqofpi 259 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 259 15 times time NNS work_46wmz2hmybd3bp23vpzkxqofpi 259 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 259 17 increasing increase VBG work_46wmz2hmybd3bp23vpzkxqofpi 259 18 demand demand NN work_46wmz2hmybd3bp23vpzkxqofpi 259 19 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 259 20 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 259 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 260 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 260 2 finding finding NN work_46wmz2hmybd3bp23vpzkxqofpi 260 3 seems seem VBZ work_46wmz2hmybd3bp23vpzkxqofpi 260 4 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 260 5 line line NN work_46wmz2hmybd3bp23vpzkxqofpi 260 6 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 260 7 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 260 8 superstar superstar NNP work_46wmz2hmybd3bp23vpzkxqofpi 260 9 economics”.4 economics”.4 CD work_46wmz2hmybd3bp23vpzkxqofpi 260 10 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 260 11 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 260 12 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 260 13 As as IN work_46wmz2hmybd3bp23vpzkxqofpi 260 14 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 260 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 260 16 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 260 17 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 260 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 260 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 260 20 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 260 21 implies imply VBZ work_46wmz2hmybd3bp23vpzkxqofpi 260 22 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 260 23 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 260 24 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 260 25 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 260 26 related relate VBN work_46wmz2hmybd3bp23vpzkxqofpi 260 27 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 260 28 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 260 29 geometric geometric JJ work_46wmz2hmybd3bp23vpzkxqofpi 260 30 mean mean JJ work_46wmz2hmybd3bp23vpzkxqofpi 260 31 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 260 32 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 260 33 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 260 34 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 260 35 . . . work_46wmz2hmybd3bp23vpzkxqofpi 261 1 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 261 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 261 3 1992 1992 CD work_46wmz2hmybd3bp23vpzkxqofpi 261 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 261 5 proposes propose VBZ work_46wmz2hmybd3bp23vpzkxqofpi 261 6 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 261 7 correct correct VB work_46wmz2hmybd3bp23vpzkxqofpi 261 8 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 261 9 log log NN work_46wmz2hmybd3bp23vpzkxqofpi 261 10 transformation transformation NN work_46wmz2hmybd3bp23vpzkxqofpi 261 11 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 261 12 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 261 13 adding add VBG work_46wmz2hmybd3bp23vpzkxqofpi 261 14 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 261 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 261 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 261 17 cross cross JJ work_46wmz2hmybd3bp23vpzkxqofpi 261 18 - - JJ work_46wmz2hmybd3bp23vpzkxqofpi 261 19 sectional sectional JJ work_46wmz2hmybd3bp23vpzkxqofpi 261 20 variance variance NN work_46wmz2hmybd3bp23vpzkxqofpi 261 21 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 261 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 261 23 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 261 24 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 261 25 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 261 26 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 261 27 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 261 28 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 261 29 estimated estimate VBN work_46wmz2hmybd3bp23vpzkxqofpi 261 30 coefficient coefficient NN work_46wmz2hmybd3bp23vpzkxqofpi 261 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 261 32 where where WRB work_46wmz2hmybd3bp23vpzkxqofpi 261 33 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 261 34 variance variance NN work_46wmz2hmybd3bp23vpzkxqofpi 261 35 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 261 36 estimated estimate VBN work_46wmz2hmybd3bp23vpzkxqofpi 261 37 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 261 38 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 261 39 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 261 40 step step NN work_46wmz2hmybd3bp23vpzkxqofpi 261 41 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 261 42 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 261 43 Case- Case- NNP work_46wmz2hmybd3bp23vpzkxqofpi 261 44 Shiller Shiller NNP work_46wmz2hmybd3bp23vpzkxqofpi 261 45 method method NN work_46wmz2hmybd3bp23vpzkxqofpi 261 46 . . . work_46wmz2hmybd3bp23vpzkxqofpi 262 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 262 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 262 3 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 262 4 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 262 5 Peng Peng NNP work_46wmz2hmybd3bp23vpzkxqofpi 262 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 262 7 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 262 8 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 262 9 argue argue VBP work_46wmz2hmybd3bp23vpzkxqofpi 262 10 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 262 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 262 12 nature nature NN work_46wmz2hmybd3bp23vpzkxqofpi 262 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 262 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 262 15 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 262 16 due due IN work_46wmz2hmybd3bp23vpzkxqofpi 262 17 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 262 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 262 19 log log NN work_46wmz2hmybd3bp23vpzkxqofpi 262 20 transformation transformation NN work_46wmz2hmybd3bp23vpzkxqofpi 262 21 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 262 22 generally generally RB work_46wmz2hmybd3bp23vpzkxqofpi 262 23 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 262 24 uniform uniform JJ work_46wmz2hmybd3bp23vpzkxqofpi 262 25 through through IN work_46wmz2hmybd3bp23vpzkxqofpi 262 26 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 262 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 263 1 There there EX work_46wmz2hmybd3bp23vpzkxqofpi 263 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 263 3 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 263 4 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 263 5 danger danger NN work_46wmz2hmybd3bp23vpzkxqofpi 263 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 263 7 misspecification misspecification NN work_46wmz2hmybd3bp23vpzkxqofpi 263 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 263 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 263 10 error error NN work_46wmz2hmybd3bp23vpzkxqofpi 263 11 structure structure NN work_46wmz2hmybd3bp23vpzkxqofpi 263 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 263 13 Meese Meese NNP work_46wmz2hmybd3bp23vpzkxqofpi 263 14 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 263 15 Wallace Wallace NNP work_46wmz2hmybd3bp23vpzkxqofpi 263 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 263 17 1997 1997 CD work_46wmz2hmybd3bp23vpzkxqofpi 263 18 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 263 19 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 263 20 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 263 21 lead lead VB work_46wmz2hmybd3bp23vpzkxqofpi 263 22 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 263 23 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 263 24 overestimation overestimation NN work_46wmz2hmybd3bp23vpzkxqofpi 263 25 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 263 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 263 27 relevant relevant JJ work_46wmz2hmybd3bp23vpzkxqofpi 263 28 correction correction NN work_46wmz2hmybd3bp23vpzkxqofpi 263 29 term term NN work_46wmz2hmybd3bp23vpzkxqofpi 263 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 264 1 Since since IN work_46wmz2hmybd3bp23vpzkxqofpi 264 2 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 264 3 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 264 4 mainly mainly RB work_46wmz2hmybd3bp23vpzkxqofpi 264 5 interested interested JJ work_46wmz2hmybd3bp23vpzkxqofpi 264 6 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 264 7 testing test VBG work_46wmz2hmybd3bp23vpzkxqofpi 264 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 264 9 robustness robustness NN work_46wmz2hmybd3bp23vpzkxqofpi 264 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 264 11 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 264 12 baseline baseline NN work_46wmz2hmybd3bp23vpzkxqofpi 264 13 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 264 14 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 264 15 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 264 16 change change NN work_46wmz2hmybd3bp23vpzkxqofpi 264 17 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 264 18 methodology methodology NN work_46wmz2hmybd3bp23vpzkxqofpi 264 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 264 20 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 264 21 compare compare VBP work_46wmz2hmybd3bp23vpzkxqofpi 264 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 264 23 pre pre NN work_46wmz2hmybd3bp23vpzkxqofpi 264 24 - - NN work_46wmz2hmybd3bp23vpzkxqofpi 264 25 correction correction NN work_46wmz2hmybd3bp23vpzkxqofpi 264 26 indices indice VBZ work_46wmz2hmybd3bp23vpzkxqofpi 264 27 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 264 28 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 264 29 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 264 30 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 264 31 they -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 264 32 should should MD work_46wmz2hmybd3bp23vpzkxqofpi 264 33 give give VB work_46wmz2hmybd3bp23vpzkxqofpi 264 34 similar similar JJ work_46wmz2hmybd3bp23vpzkxqofpi 264 35 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 264 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 265 1 4 4 LS work_46wmz2hmybd3bp23vpzkxqofpi 265 2 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 265 3 Rosen Rosen NNP work_46wmz2hmybd3bp23vpzkxqofpi 265 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 265 5 1981 1981 CD work_46wmz2hmybd3bp23vpzkxqofpi 265 6 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 265 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 265 8 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 265 9 small small JJ work_46wmz2hmybd3bp23vpzkxqofpi 265 10 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 265 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 265 12 superstars superstar NNS work_46wmz2hmybd3bp23vpzkxqofpi 265 13 earn earn VBP work_46wmz2hmybd3bp23vpzkxqofpi 265 14 large large JJ work_46wmz2hmybd3bp23vpzkxqofpi 265 15 amounts amount NNS work_46wmz2hmybd3bp23vpzkxqofpi 265 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 265 17 money money NN work_46wmz2hmybd3bp23vpzkxqofpi 265 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 265 19 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 265 20 increases increase NNS work_46wmz2hmybd3bp23vpzkxqofpi 265 21 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 265 22 demand demand NN work_46wmz2hmybd3bp23vpzkxqofpi 265 23 make make VBP work_46wmz2hmybd3bp23vpzkxqofpi 265 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 265 25 earnings earning NNS work_46wmz2hmybd3bp23vpzkxqofpi 265 26 distribution distribution NN work_46wmz2hmybd3bp23vpzkxqofpi 265 27 ever ever RB work_46wmz2hmybd3bp23vpzkxqofpi 265 28 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 265 29 skewed skewed JJ work_46wmz2hmybd3bp23vpzkxqofpi 265 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 266 1 A a DT work_46wmz2hmybd3bp23vpzkxqofpi 266 2 condition condition NN work_46wmz2hmybd3bp23vpzkxqofpi 266 3 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 266 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 266 5 there there EX work_46wmz2hmybd3bp23vpzkxqofpi 266 6 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 266 7 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 266 8 imperfect imperfect JJ work_46wmz2hmybd3bp23vpzkxqofpi 266 9 substitution substitution NN work_46wmz2hmybd3bp23vpzkxqofpi 266 10 among among IN work_46wmz2hmybd3bp23vpzkxqofpi 266 11 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 266 12 13 13 CD work_46wmz2hmybd3bp23vpzkxqofpi 266 13 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 266 14 growth growth NN work_46wmz2hmybd3bp23vpzkxqofpi 266 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 266 16 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 266 17 volatility volatility NN work_46wmz2hmybd3bp23vpzkxqofpi 266 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 266 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 266 20 upper upper JJ work_46wmz2hmybd3bp23vpzkxqofpi 266 21 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 266 22 range range NN work_46wmz2hmybd3bp23vpzkxqofpi 266 23 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 266 24 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 266 25 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 266 26 associated associate VBN work_46wmz2hmybd3bp23vpzkxqofpi 266 27 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 266 28 increases increase NNS work_46wmz2hmybd3bp23vpzkxqofpi 266 29 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 266 30 both both DT work_46wmz2hmybd3bp23vpzkxqofpi 266 31 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 266 32 inequality inequality NN work_46wmz2hmybd3bp23vpzkxqofpi 266 33 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 266 34 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 266 35 et et NNP work_46wmz2hmybd3bp23vpzkxqofpi 266 36 al al NNP work_46wmz2hmybd3bp23vpzkxqofpi 266 37 . . NNP work_46wmz2hmybd3bp23vpzkxqofpi 266 38 , , , work_46wmz2hmybd3bp23vpzkxqofpi 266 39 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 266 40 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 266 41 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 266 42 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 266 43 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 266 44 cyclicality cyclicality NN work_46wmz2hmybd3bp23vpzkxqofpi 266 45 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 266 46 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 266 47 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 266 48 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 266 49 households household NNS work_46wmz2hmybd3bp23vpzkxqofpi 266 50 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 266 51 Parker Parker NNP work_46wmz2hmybd3bp23vpzkxqofpi 266 52 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 266 53 Vissing Vissing NNP work_46wmz2hmybd3bp23vpzkxqofpi 266 54 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 266 55 Jorgensen Jorgensen NNP work_46wmz2hmybd3bp23vpzkxqofpi 266 56 , , , work_46wmz2hmybd3bp23vpzkxqofpi 266 57 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 266 58 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 266 59 , , , work_46wmz2hmybd3bp23vpzkxqofpi 266 60 although although IN work_46wmz2hmybd3bp23vpzkxqofpi 266 61 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 266 62 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 266 63 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 266 64 formally formally RB work_46wmz2hmybd3bp23vpzkxqofpi 266 65 test test VB work_46wmz2hmybd3bp23vpzkxqofpi 266 66 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 266 67 hypotheses hypothesis NNS work_46wmz2hmybd3bp23vpzkxqofpi 266 68 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 266 69 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 266 70 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 266 71 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 266 72 because because IN work_46wmz2hmybd3bp23vpzkxqofpi 266 73 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 266 74 lack lack NN work_46wmz2hmybd3bp23vpzkxqofpi 266 75 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 266 76 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 266 77 sufficiently sufficiently RB work_46wmz2hmybd3bp23vpzkxqofpi 266 78 long long JJ work_46wmz2hmybd3bp23vpzkxqofpi 266 79 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 266 80 series series NN work_46wmz2hmybd3bp23vpzkxqofpi 266 81 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 266 82 . . . work_46wmz2hmybd3bp23vpzkxqofpi 267 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 267 2 contrast contrast NN work_46wmz2hmybd3bp23vpzkxqofpi 267 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 267 4 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 267 5 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 267 6 sight sight NN work_46wmz2hmybd3bp23vpzkxqofpi 267 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 267 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 267 9 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 267 10 seem seem VBP work_46wmz2hmybd3bp23vpzkxqofpi 267 11 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 267 12 odds odd NNS work_46wmz2hmybd3bp23vpzkxqofpi 267 13 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 267 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 267 15 finding finding NN work_46wmz2hmybd3bp23vpzkxqofpi 267 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 267 17 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 267 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 267 19 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 267 20 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 267 21 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 267 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 267 23 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 267 24 masterpieces masterpiece VBZ work_46wmz2hmybd3bp23vpzkxqofpi 267 25 underperform underperform VBP work_46wmz2hmybd3bp23vpzkxqofpi 267 26 – – : work_46wmz2hmybd3bp23vpzkxqofpi 267 27 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 267 28 issue issue NN work_46wmz2hmybd3bp23vpzkxqofpi 267 29 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 267 30 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 267 31 turn turn VBP work_46wmz2hmybd3bp23vpzkxqofpi 267 32 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 267 33 next next RB work_46wmz2hmybd3bp23vpzkxqofpi 267 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 268 1 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 268 2 Insert Insert NNP work_46wmz2hmybd3bp23vpzkxqofpi 268 3 Figure Figure NNP work_46wmz2hmybd3bp23vpzkxqofpi 268 4 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 268 5 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 268 6 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 268 7 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 268 8 D. D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 268 9 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 268 10 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 268 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 268 12 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 268 13 masterpiece masterpiece NNP work_46wmz2hmybd3bp23vpzkxqofpi 268 14 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 268 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 268 16 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 268 17 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 268 18 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 268 19 portfolios portfolio NNS work_46wmz2hmybd3bp23vpzkxqofpi 268 20 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 268 21 quantile quantile NN work_46wmz2hmybd3bp23vpzkxqofpi 268 22 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 268 23 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 268 24 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 268 25 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 268 26 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 268 27 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 268 28 generally generally RB work_46wmz2hmybd3bp23vpzkxqofpi 268 29 gone go VBN work_46wmz2hmybd3bp23vpzkxqofpi 268 30 up up RP work_46wmz2hmybd3bp23vpzkxqofpi 268 31 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 268 32 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 268 33 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 268 34 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 268 35 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 268 36 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 268 37 . . . work_46wmz2hmybd3bp23vpzkxqofpi 269 1 To to TO work_46wmz2hmybd3bp23vpzkxqofpi 269 2 further further RB work_46wmz2hmybd3bp23vpzkxqofpi 269 3 examine examine VB work_46wmz2hmybd3bp23vpzkxqofpi 269 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 269 5 profitability profitability NN work_46wmz2hmybd3bp23vpzkxqofpi 269 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 269 7 riskiness riskiness NN work_46wmz2hmybd3bp23vpzkxqofpi 269 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 269 9 buying buy VBG work_46wmz2hmybd3bp23vpzkxqofpi 269 10 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 269 11 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 269 12 end end NN work_46wmz2hmybd3bp23vpzkxqofpi 269 13 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 269 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 269 15 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 269 16 estimate estimate VBP work_46wmz2hmybd3bp23vpzkxqofpi 269 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 269 18 historical historical JJ work_46wmz2hmybd3bp23vpzkxqofpi 269 19 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 269 20 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 269 21 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 269 22 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 269 23 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 269 24 strategies strategy NNS work_46wmz2hmybd3bp23vpzkxqofpi 269 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 269 26 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 269 27 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 269 28 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 269 29 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 269 30 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 269 31 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 269 32 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 269 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 270 1 First first RB work_46wmz2hmybd3bp23vpzkxqofpi 270 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 270 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 270 4 consider consider VBP work_46wmz2hmybd3bp23vpzkxqofpi 270 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 270 6 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 270 7 masterpiece masterpiece NN work_46wmz2hmybd3bp23vpzkxqofpi 270 8 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 270 9 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 270 10 : : : work_46wmz2hmybd3bp23vpzkxqofpi 270 11 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 270 12 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 270 13 buy buy VBP work_46wmz2hmybd3bp23vpzkxqofpi 270 14 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 270 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 270 16 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 270 17 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 270 18 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 270 19 auctioned auction VBN work_46wmz2hmybd3bp23vpzkxqofpi 270 20 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 270 21 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 270 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 270 23 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 270 24 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 270 25 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 270 26 were be VBD work_46wmz2hmybd3bp23vpzkxqofpi 270 27 most most RBS work_46wmz2hmybd3bp23vpzkxqofpi 270 28 expensive expensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 270 29 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 270 30 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 270 31 t-1 t-1 NNP work_46wmz2hmybd3bp23vpzkxqofpi 270 32 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 270 33 t-2 t-2 NNP work_46wmz2hmybd3bp23vpzkxqofpi 270 34 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 270 35 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 270 36 measured measure VBN work_46wmz2hmybd3bp23vpzkxqofpi 270 37 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 270 38 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 270 39 adjacent adjacent JJ work_46wmz2hmybd3bp23vpzkxqofpi 270 40 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 270 41 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 270 42 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 270 43 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 270 44 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 270 45 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 270 46 those those DT work_46wmz2hmybd3bp23vpzkxqofpi 270 47 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 270 48 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 270 49 . . . work_46wmz2hmybd3bp23vpzkxqofpi 271 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 271 2 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 271 3 comes come VBZ work_46wmz2hmybd3bp23vpzkxqofpi 271 4 close close RB work_46wmz2hmybd3bp23vpzkxqofpi 271 5 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 271 6 how how WRB work_46wmz2hmybd3bp23vpzkxqofpi 271 7 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 271 8 authors author NNS work_46wmz2hmybd3bp23vpzkxqofpi 271 9 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 271 10 examined examine VBN work_46wmz2hmybd3bp23vpzkxqofpi 271 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 271 12 masterpiece masterpiece NN work_46wmz2hmybd3bp23vpzkxqofpi 271 13 effect effect NN work_46wmz2hmybd3bp23vpzkxqofpi 271 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 271 15 although although IN work_46wmz2hmybd3bp23vpzkxqofpi 271 16 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 271 17 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 271 18 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 271 19 select select VB work_46wmz2hmybd3bp23vpzkxqofpi 271 20 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 271 21 endogenously endogenously RB work_46wmz2hmybd3bp23vpzkxqofpi 271 22 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 271 23 realized realize VBN work_46wmz2hmybd3bp23vpzkxqofpi 271 24 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 271 25 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 271 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 272 1 Second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 272 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 272 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 272 4 implement implement VBP work_46wmz2hmybd3bp23vpzkxqofpi 272 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 272 6 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 272 7 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 272 8 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 272 9 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 272 10 : : : work_46wmz2hmybd3bp23vpzkxqofpi 272 11 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 272 12 buy buy VBP work_46wmz2hmybd3bp23vpzkxqofpi 272 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 272 14 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 272 15 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 272 16 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 272 17 observed observe VBN work_46wmz2hmybd3bp23vpzkxqofpi 272 18 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 272 19 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 272 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 272 21 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 272 22 least least RBS work_46wmz2hmybd3bp23vpzkxqofpi 272 23 expensive expensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 272 24 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 272 25 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 272 26 t-1 t-1 NNP work_46wmz2hmybd3bp23vpzkxqofpi 272 27 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 272 28 t-2 t-2 NNP work_46wmz2hmybd3bp23vpzkxqofpi 272 29 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 272 30 were be VBD work_46wmz2hmybd3bp23vpzkxqofpi 272 31 nevertheless nevertheless RB work_46wmz2hmybd3bp23vpzkxqofpi 272 32 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 272 33 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 272 34 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 272 35 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 272 36 history history NN work_46wmz2hmybd3bp23vpzkxqofpi 272 37 textbook textbook NN work_46wmz2hmybd3bp23vpzkxqofpi 272 38 described describe VBN work_46wmz2hmybd3bp23vpzkxqofpi 272 39 earlier early RBR work_46wmz2hmybd3bp23vpzkxqofpi 272 40 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 272 41 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 272 42 start start NN work_46wmz2hmybd3bp23vpzkxqofpi 272 43 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 272 44 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 272 45 t-2 t-2 NNP work_46wmz2hmybd3bp23vpzkxqofpi 272 46 . . . work_46wmz2hmybd3bp23vpzkxqofpi 273 1 Such such PDT work_46wmz2hmybd3bp23vpzkxqofpi 273 2 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 273 3 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 273 4 could could MD work_46wmz2hmybd3bp23vpzkxqofpi 273 5 exploit exploit VB work_46wmz2hmybd3bp23vpzkxqofpi 273 6 fluctuations fluctuation NNS work_46wmz2hmybd3bp23vpzkxqofpi 273 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 273 8 taste taste NN work_46wmz2hmybd3bp23vpzkxqofpi 273 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 273 10 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 273 11 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 273 12 lag lag NN work_46wmz2hmybd3bp23vpzkxqofpi 273 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 273 14 appreciation appreciation NN work_46wmz2hmybd3bp23vpzkxqofpi 273 15 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 273 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 273 17 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 273 18 relative relative JJ work_46wmz2hmybd3bp23vpzkxqofpi 273 19 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 273 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 273 21 recognition recognition NN work_46wmz2hmybd3bp23vpzkxqofpi 273 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 273 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 273 24 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 273 25 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 273 26 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 273 27 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 273 28 historical historical JJ work_46wmz2hmybd3bp23vpzkxqofpi 273 29 significance significance NN work_46wmz2hmybd3bp23vpzkxqofpi 273 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 274 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 274 2 Of of RB work_46wmz2hmybd3bp23vpzkxqofpi 274 3 course course RB work_46wmz2hmybd3bp23vpzkxqofpi 274 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 274 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 274 6 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 274 7 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 274 8 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 274 9 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 274 10 portfolio portfolio NN work_46wmz2hmybd3bp23vpzkxqofpi 274 11 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 274 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 274 13 general general JJ work_46wmz2hmybd3bp23vpzkxqofpi 274 14 still still RB work_46wmz2hmybd3bp23vpzkxqofpi 274 15 expensive expensive RB work_46wmz2hmybd3bp23vpzkxqofpi 274 16 compared compare VBN work_46wmz2hmybd3bp23vpzkxqofpi 274 17 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 274 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 274 19 overall overall JJ work_46wmz2hmybd3bp23vpzkxqofpi 274 20 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 274 21 distribution distribution NN work_46wmz2hmybd3bp23vpzkxqofpi 274 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 274 23 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 275 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 275 2 both both DT work_46wmz2hmybd3bp23vpzkxqofpi 275 3 cases case NNS work_46wmz2hmybd3bp23vpzkxqofpi 275 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 275 5 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 275 6 apply apply VBP work_46wmz2hmybd3bp23vpzkxqofpi 275 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 275 8 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 275 9 methodology methodology NN work_46wmz2hmybd3bp23vpzkxqofpi 275 10 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 275 11 estimate estimate VB work_46wmz2hmybd3bp23vpzkxqofpi 275 12 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 275 13 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 275 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 275 15 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 275 16 words word NNS work_46wmz2hmybd3bp23vpzkxqofpi 275 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 275 18 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 275 19 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 275 20 sell sell VBP work_46wmz2hmybd3bp23vpzkxqofpi 275 21 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 275 22 whenever whenever WRB work_46wmz2hmybd3bp23vpzkxqofpi 275 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 275 24 owner owner NN work_46wmz2hmybd3bp23vpzkxqofpi 275 25 sold sell VBN work_46wmz2hmybd3bp23vpzkxqofpi 275 26 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 275 27 practice practice NN work_46wmz2hmybd3bp23vpzkxqofpi 275 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 276 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 276 2 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 276 3 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 276 4 shown show VBN work_46wmz2hmybd3bp23vpzkxqofpi 276 5 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 276 6 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 276 7 D D NNP work_46wmz2hmybd3bp23vpzkxqofpi 276 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 276 9 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 276 10 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 276 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 276 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 276 13 compared compare VBN work_46wmz2hmybd3bp23vpzkxqofpi 276 14 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 276 15 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 276 16 earlier early RBR work_46wmz2hmybd3bp23vpzkxqofpi 276 17 constructed construct VBN work_46wmz2hmybd3bp23vpzkxqofpi 276 18 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 276 19 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 276 20 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 276 21 Figure Figure NNP work_46wmz2hmybd3bp23vpzkxqofpi 276 22 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 276 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 277 1 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 277 2 Insert Insert NNP work_46wmz2hmybd3bp23vpzkxqofpi 277 3 Figure Figure NNP work_46wmz2hmybd3bp23vpzkxqofpi 277 4 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 277 5 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 277 6 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 277 7 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 277 8 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 277 9 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 277 10 no no DT work_46wmz2hmybd3bp23vpzkxqofpi 277 11 evidence evidence NN work_46wmz2hmybd3bp23vpzkxqofpi 277 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 277 13 underperformance underperformance NN work_46wmz2hmybd3bp23vpzkxqofpi 277 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 277 15 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 277 16 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 277 17 masterpiece masterpiece NN work_46wmz2hmybd3bp23vpzkxqofpi 277 18 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 277 19 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 277 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 277 21 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 277 22 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 277 23 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 277 24 inconsistent inconsistent JJ work_46wmz2hmybd3bp23vpzkxqofpi 277 25 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 277 26 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 277 27 quantile quantile NN work_46wmz2hmybd3bp23vpzkxqofpi 277 28 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 277 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 277 30 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 277 31 stands stand VBZ work_46wmz2hmybd3bp23vpzkxqofpi 277 32 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 277 33 contrast contrast NN work_46wmz2hmybd3bp23vpzkxqofpi 277 34 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 277 35 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 277 36 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 277 37 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 277 38 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 277 39 2002).5 2002).5 CD work_46wmz2hmybd3bp23vpzkxqofpi 277 40 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 277 41 described describe VBN work_46wmz2hmybd3bp23vpzkxqofpi 277 42 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 277 43 yields yield VBZ work_46wmz2hmybd3bp23vpzkxqofpi 277 44 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 277 45 annualized annualize VBN work_46wmz2hmybd3bp23vpzkxqofpi 277 46 growth growth NN work_46wmz2hmybd3bp23vpzkxqofpi 277 47 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 277 48 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 277 49 levels level NNS work_46wmz2hmybd3bp23vpzkxqofpi 277 50 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 277 51 4.81 4.81 CD work_46wmz2hmybd3bp23vpzkxqofpi 277 52 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 277 53 , , , work_46wmz2hmybd3bp23vpzkxqofpi 277 54 compared compare VBN work_46wmz2hmybd3bp23vpzkxqofpi 277 55 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 277 56 4.56 4.56 CD work_46wmz2hmybd3bp23vpzkxqofpi 277 57 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 277 58 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 277 59 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 277 60 earlier early RBR work_46wmz2hmybd3bp23vpzkxqofpi 277 61 constructed construct VBN work_46wmz2hmybd3bp23vpzkxqofpi 277 62 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 277 63 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 277 64 . . . work_46wmz2hmybd3bp23vpzkxqofpi 278 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 278 2 differentiated differentiated JJ work_46wmz2hmybd3bp23vpzkxqofpi 278 3 goods good NNS work_46wmz2hmybd3bp23vpzkxqofpi 278 4 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 278 5 . . . work_46wmz2hmybd3bp23vpzkxqofpi 279 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 279 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 279 3 certainly certainly RB work_46wmz2hmybd3bp23vpzkxqofpi 279 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 279 5 case case NN work_46wmz2hmybd3bp23vpzkxqofpi 279 6 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 279 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 279 8 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 279 9 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 279 10 : : : work_46wmz2hmybd3bp23vpzkxqofpi 279 11 ten ten CD work_46wmz2hmybd3bp23vpzkxqofpi 279 12 mediocre mediocre JJ work_46wmz2hmybd3bp23vpzkxqofpi 279 13 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 279 14 do do VBP work_46wmz2hmybd3bp23vpzkxqofpi 279 15 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 279 16 add add VB work_46wmz2hmybd3bp23vpzkxqofpi 279 17 up up RP work_46wmz2hmybd3bp23vpzkxqofpi 279 18 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 279 19 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 279 20 single single JJ work_46wmz2hmybd3bp23vpzkxqofpi 279 21 masterpiece masterpiece NN work_46wmz2hmybd3bp23vpzkxqofpi 279 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 280 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 280 2 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 280 3 recent recent JJ work_46wmz2hmybd3bp23vpzkxqofpi 280 4 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 280 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 280 6 Gyourko Gyourko NNP work_46wmz2hmybd3bp23vpzkxqofpi 280 7 et et NNP work_46wmz2hmybd3bp23vpzkxqofpi 280 8 al al NNP work_46wmz2hmybd3bp23vpzkxqofpi 280 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 281 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 281 2 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 281 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 281 4 rely rely VBP work_46wmz2hmybd3bp23vpzkxqofpi 281 5 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 281 6 superstar superstar NN work_46wmz2hmybd3bp23vpzkxqofpi 281 7 economics economic NNS work_46wmz2hmybd3bp23vpzkxqofpi 281 8 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 281 9 rationalize rationalize VB work_46wmz2hmybd3bp23vpzkxqofpi 281 10 why why WRB work_46wmz2hmybd3bp23vpzkxqofpi 281 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 281 12 gap gap NN work_46wmz2hmybd3bp23vpzkxqofpi 281 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 281 14 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 281 15 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 281 16 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 281 17 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 281 18 superstar superstar NNP work_46wmz2hmybd3bp23vpzkxqofpi 281 19 cities city NNS work_46wmz2hmybd3bp23vpzkxqofpi 281 20 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 281 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 281 22 less less RBR work_46wmz2hmybd3bp23vpzkxqofpi 281 23 attractive attractive JJ work_46wmz2hmybd3bp23vpzkxqofpi 281 24 locations location NNS work_46wmz2hmybd3bp23vpzkxqofpi 281 25 keeps keep VBZ work_46wmz2hmybd3bp23vpzkxqofpi 281 26 increasing increase VBG work_46wmz2hmybd3bp23vpzkxqofpi 281 27 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 281 28 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 281 29 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 281 30 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 281 31 authors author NNS work_46wmz2hmybd3bp23vpzkxqofpi 281 32 note note VBP work_46wmz2hmybd3bp23vpzkxqofpi 281 33 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 281 34 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 281 35 living live VBG work_46wmz2hmybd3bp23vpzkxqofpi 281 36 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 281 37 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 281 38 superstar superstar NN work_46wmz2hmybd3bp23vpzkxqofpi 281 39 city city NN work_46wmz2hmybd3bp23vpzkxqofpi 281 40 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 281 41 like like IN work_46wmz2hmybd3bp23vpzkxqofpi 281 42 owning own VBG work_46wmz2hmybd3bp23vpzkxqofpi 281 43 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 281 44 luxury luxury NN work_46wmz2hmybd3bp23vpzkxqofpi 281 45 good good NN work_46wmz2hmybd3bp23vpzkxqofpi 281 46 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 281 47 . . . work_46wmz2hmybd3bp23vpzkxqofpi 282 1 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 282 2 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 282 3 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 282 4 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 282 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 282 6 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 282 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 282 8 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 282 9 Ashenfelter Ashenfelter NNP work_46wmz2hmybd3bp23vpzkxqofpi 282 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 282 11 Graddy Graddy NNP work_46wmz2hmybd3bp23vpzkxqofpi 282 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 282 13 2003 2003 CD work_46wmz2hmybd3bp23vpzkxqofpi 282 14 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 282 15 argue argue VBP work_46wmz2hmybd3bp23vpzkxqofpi 282 16 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 282 17 idiosyncratic idiosyncratic JJ work_46wmz2hmybd3bp23vpzkxqofpi 282 18 overbidding overbidding NN work_46wmz2hmybd3bp23vpzkxqofpi 282 19 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 282 20 mean mean JJ work_46wmz2hmybd3bp23vpzkxqofpi 282 21 reversion reversion NN work_46wmz2hmybd3bp23vpzkxqofpi 282 22 could could MD work_46wmz2hmybd3bp23vpzkxqofpi 282 23 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 282 24 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 282 25 explanation explanation NN work_46wmz2hmybd3bp23vpzkxqofpi 282 26 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 282 27 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 282 28 seemingly seemingly RB work_46wmz2hmybd3bp23vpzkxqofpi 282 29 negative negative JJ work_46wmz2hmybd3bp23vpzkxqofpi 282 30 effect effect NN work_46wmz2hmybd3bp23vpzkxqofpi 282 31 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 282 32 studies study NNS work_46wmz2hmybd3bp23vpzkxqofpi 282 33 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 282 34 identify identify VBP work_46wmz2hmybd3bp23vpzkxqofpi 282 35 masterpieces masterpiece NNS work_46wmz2hmybd3bp23vpzkxqofpi 282 36 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 282 37 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 282 38 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 282 39 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 282 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 283 1 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 283 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 283 3 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 283 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 283 5 provides provide VBZ work_46wmz2hmybd3bp23vpzkxqofpi 283 6 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 283 7 alternative alternative JJ work_46wmz2hmybd3bp23vpzkxqofpi 283 8 explanation explanation NN work_46wmz2hmybd3bp23vpzkxqofpi 283 9 : : : work_46wmz2hmybd3bp23vpzkxqofpi 283 10 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 283 11 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 283 12 larger large JJR work_46wmz2hmybd3bp23vpzkxqofpi 283 13 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 283 14 houses house NNS work_46wmz2hmybd3bp23vpzkxqofpi 283 15 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 283 16 taken take VBN work_46wmz2hmybd3bp23vpzkxqofpi 283 17 into into IN work_46wmz2hmybd3bp23vpzkxqofpi 283 18 account account NN work_46wmz2hmybd3bp23vpzkxqofpi 283 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 283 20 expensive expensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 283 21 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 283 22 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 283 23 drop drop VBP work_46wmz2hmybd3bp23vpzkxqofpi 283 24 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 283 25 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 283 26 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 283 27 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 283 28 likely likely JJ work_46wmz2hmybd3bp23vpzkxqofpi 283 29 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 283 30 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 283 31 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 283 32 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 283 33 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 283 34 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 283 35 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 283 36 lesser less JJR work_46wmz2hmybd3bp23vpzkxqofpi 283 37 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 283 38 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 283 39 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 283 40 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 283 41 underperform underperform VBP work_46wmz2hmybd3bp23vpzkxqofpi 283 42 . . . work_46wmz2hmybd3bp23vpzkxqofpi 284 1 Of of RB work_46wmz2hmybd3bp23vpzkxqofpi 284 2 course course RB work_46wmz2hmybd3bp23vpzkxqofpi 284 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 284 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 284 5 relative relative JJ work_46wmz2hmybd3bp23vpzkxqofpi 284 6 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 284 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 284 8 masterpieces masterpiece NNS work_46wmz2hmybd3bp23vpzkxqofpi 284 9 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 284 10 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 284 11 vary vary VB work_46wmz2hmybd3bp23vpzkxqofpi 284 12 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 284 13 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 284 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 284 15 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 284 16 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 284 17 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 284 18 it -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 284 19 depends depend VBZ work_46wmz2hmybd3bp23vpzkxqofpi 284 20 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 284 21 evolutions evolution NNS work_46wmz2hmybd3bp23vpzkxqofpi 284 22 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 284 23 aggregate aggregate JJ work_46wmz2hmybd3bp23vpzkxqofpi 284 24 demand demand NN work_46wmz2hmybd3bp23vpzkxqofpi 284 25 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 284 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 284 27 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 284 28 distribution distribution NN work_46wmz2hmybd3bp23vpzkxqofpi 284 29 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 284 30 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 284 31 . . . work_46wmz2hmybd3bp23vpzkxqofpi 285 1 supra supra NNP work_46wmz2hmybd3bp23vpzkxqofpi 285 2 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 285 3 . . . work_46wmz2hmybd3bp23vpzkxqofpi 286 1 14 14 CD work_46wmz2hmybd3bp23vpzkxqofpi 286 2 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 286 3 masterpiece masterpiece NNP work_46wmz2hmybd3bp23vpzkxqofpi 286 4 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 286 5 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 286 6 realized realize VBD work_46wmz2hmybd3bp23vpzkxqofpi 286 7 strikingly strikingly RB work_46wmz2hmybd3bp23vpzkxqofpi 286 8 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 286 9 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 286 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 286 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 286 12 boom boom NN work_46wmz2hmybd3bp23vpzkxqofpi 286 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 286 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 286 15 late late JJ work_46wmz2hmybd3bp23vpzkxqofpi 286 16 1980s 1980s CD work_46wmz2hmybd3bp23vpzkxqofpi 286 17 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 286 18 when when WRB work_46wmz2hmybd3bp23vpzkxqofpi 286 19 indeed indeed RB work_46wmz2hmybd3bp23vpzkxqofpi 286 20 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 286 21 blue blue JJ work_46wmz2hmybd3bp23vpzkxqofpi 286 22 chip chip NN work_46wmz2hmybd3bp23vpzkxqofpi 286 23 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 286 24 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 286 25 was be VBD work_46wmz2hmybd3bp23vpzkxqofpi 286 26 very very RB work_46wmz2hmybd3bp23vpzkxqofpi 286 27 much much RB work_46wmz2hmybd3bp23vpzkxqofpi 286 28 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 286 29 favor favor NN work_46wmz2hmybd3bp23vpzkxqofpi 286 30 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 286 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 286 32 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 286 33 lost lose VBD work_46wmz2hmybd3bp23vpzkxqofpi 286 34 much much JJ work_46wmz2hmybd3bp23vpzkxqofpi 286 35 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 286 36 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 286 37 subsequent subsequent JJ work_46wmz2hmybd3bp23vpzkxqofpi 286 38 bust bust NN work_46wmz2hmybd3bp23vpzkxqofpi 286 39 . . . work_46wmz2hmybd3bp23vpzkxqofpi 287 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 287 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 287 3 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 287 4 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 287 5 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 287 6 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 287 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 287 8 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 287 9 record record VBP work_46wmz2hmybd3bp23vpzkxqofpi 287 10 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 287 11 annualized annualize VBN work_46wmz2hmybd3bp23vpzkxqofpi 287 12 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 287 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 287 14 6.16 6.16 CD work_46wmz2hmybd3bp23vpzkxqofpi 287 15 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 287 16 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 287 17 it -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 287 18 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 287 19 performed perform VBN work_46wmz2hmybd3bp23vpzkxqofpi 287 20 notably notably RB work_46wmz2hmybd3bp23vpzkxqofpi 287 21 well well RB work_46wmz2hmybd3bp23vpzkxqofpi 287 22 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 287 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 287 24 mid-2000s mid-2000 NNS work_46wmz2hmybd3bp23vpzkxqofpi 287 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 288 1 Both both DT work_46wmz2hmybd3bp23vpzkxqofpi 288 2 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 288 3 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 288 4 end end NN work_46wmz2hmybd3bp23vpzkxqofpi 288 5 strategies strategy NNS work_46wmz2hmybd3bp23vpzkxqofpi 288 6 thus thus RB work_46wmz2hmybd3bp23vpzkxqofpi 288 7 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 288 8 end end NN work_46wmz2hmybd3bp23vpzkxqofpi 288 9 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 288 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 288 11 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 288 12 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 288 13 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 288 14 values value NNS work_46wmz2hmybd3bp23vpzkxqofpi 288 15 above above IN work_46wmz2hmybd3bp23vpzkxqofpi 288 16 those those DT work_46wmz2hmybd3bp23vpzkxqofpi 288 17 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 288 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 288 19 overall overall JJ work_46wmz2hmybd3bp23vpzkxqofpi 288 20 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 288 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 288 22 although although IN work_46wmz2hmybd3bp23vpzkxqofpi 288 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 288 24 outperformance outperformance NN work_46wmz2hmybd3bp23vpzkxqofpi 288 25 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 288 26 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 288 27 statistically statistically RB work_46wmz2hmybd3bp23vpzkxqofpi 288 28 significant significant JJ work_46wmz2hmybd3bp23vpzkxqofpi 288 29 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 288 30 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 288 31 traditional traditional JJ work_46wmz2hmybd3bp23vpzkxqofpi 288 32 levels level NNS work_46wmz2hmybd3bp23vpzkxqofpi 288 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 289 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 289 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 289 3 unreported unreported JJ work_46wmz2hmybd3bp23vpzkxqofpi 289 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 289 5 p p NN work_46wmz2hmybd3bp23vpzkxqofpi 289 6 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 289 7 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 289 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 289 9 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 289 10 t t NN work_46wmz2hmybd3bp23vpzkxqofpi 289 11 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 289 12 test test NN work_46wmz2hmybd3bp23vpzkxqofpi 289 13 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 289 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 289 15 difference difference NN work_46wmz2hmybd3bp23vpzkxqofpi 289 16 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 289 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 289 18 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 289 19 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 289 20 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 289 21 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 289 22 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 289 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 289 24 benchmark benchmark JJ work_46wmz2hmybd3bp23vpzkxqofpi 289 25 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 289 26 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 289 27 0.14 0.14 CD work_46wmz2hmybd3bp23vpzkxqofpi 289 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 290 1 E. E. NNP work_46wmz2hmybd3bp23vpzkxqofpi 290 2 Indices Indices NNP work_46wmz2hmybd3bp23vpzkxqofpi 290 3 per per IN work_46wmz2hmybd3bp23vpzkxqofpi 290 4 medium medium NN work_46wmz2hmybd3bp23vpzkxqofpi 290 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 290 6 per per IN work_46wmz2hmybd3bp23vpzkxqofpi 290 7 movement movement NN work_46wmz2hmybd3bp23vpzkxqofpi 290 8 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 290 9 now now RB work_46wmz2hmybd3bp23vpzkxqofpi 290 10 return return VBP work_46wmz2hmybd3bp23vpzkxqofpi 290 11 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 290 12 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 290 13 baseline baseline JJ work_46wmz2hmybd3bp23vpzkxqofpi 290 14 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 290 15 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 290 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 290 17 repeat repeat VB work_46wmz2hmybd3bp23vpzkxqofpi 290 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 290 19 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 290 20 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 290 21 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 290 22 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 290 23 three three CD work_46wmz2hmybd3bp23vpzkxqofpi 290 24 complementary complementary JJ work_46wmz2hmybd3bp23vpzkxqofpi 290 25 subsamples subsample NNS work_46wmz2hmybd3bp23vpzkxqofpi 290 26 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 290 27 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 290 28 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 290 29 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 290 30 : : : work_46wmz2hmybd3bp23vpzkxqofpi 290 31 oil oil NN work_46wmz2hmybd3bp23vpzkxqofpi 290 32 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 290 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 290 34 watercolors watercolor NNS work_46wmz2hmybd3bp23vpzkxqofpi 290 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 290 36 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 290 37 drawings drawing NNS work_46wmz2hmybd3bp23vpzkxqofpi 290 38 . . . work_46wmz2hmybd3bp23vpzkxqofpi 291 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 291 2 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 291 3 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 291 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 291 5 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 291 6 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 291 7 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 291 8 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 291 9 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 291 10 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 291 11 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 291 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 291 13 line line NN work_46wmz2hmybd3bp23vpzkxqofpi 291 14 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 291 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 291 16 previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 291 17 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 291 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 292 1 Although although IN work_46wmz2hmybd3bp23vpzkxqofpi 292 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 292 3 trends trend NNS work_46wmz2hmybd3bp23vpzkxqofpi 292 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 292 5 similar similar JJ work_46wmz2hmybd3bp23vpzkxqofpi 292 6 across across IN work_46wmz2hmybd3bp23vpzkxqofpi 292 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 292 8 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 292 9 types type NNS work_46wmz2hmybd3bp23vpzkxqofpi 292 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 292 11 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 292 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 292 13 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 292 14 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 292 15 faster fast JJR work_46wmz2hmybd3bp23vpzkxqofpi 292 16 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 292 17 increases increase NNS work_46wmz2hmybd3bp23vpzkxqofpi 292 18 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 292 19 oil oil NN work_46wmz2hmybd3bp23vpzkxqofpi 292 20 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 292 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 293 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 293 2 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 293 3 terms term NNS work_46wmz2hmybd3bp23vpzkxqofpi 293 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 293 5 watercolors watercolor NNS work_46wmz2hmybd3bp23vpzkxqofpi 293 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 293 7 drawings drawing NNS work_46wmz2hmybd3bp23vpzkxqofpi 293 8 were be VBD work_46wmz2hmybd3bp23vpzkxqofpi 293 9 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 293 10 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 293 11 still still RB work_46wmz2hmybd3bp23vpzkxqofpi 293 12 priced price VBN work_46wmz2hmybd3bp23vpzkxqofpi 293 13 lower lower RBR work_46wmz2hmybd3bp23vpzkxqofpi 293 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 293 15 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 293 16 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 293 17 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 293 18 1989 1989 CD work_46wmz2hmybd3bp23vpzkxqofpi 293 19 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 293 20 1990 1990 CD work_46wmz2hmybd3bp23vpzkxqofpi 293 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 294 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 294 2 E e NN work_46wmz2hmybd3bp23vpzkxqofpi 294 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 294 4 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 294 5 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 294 6 reports report NNS work_46wmz2hmybd3bp23vpzkxqofpi 294 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 294 8 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 294 9 corrected corrected JJ work_46wmz2hmybd3bp23vpzkxqofpi 294 10 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 294 11 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 294 12 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 294 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 294 14 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 294 15 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 294 16 frames frame NNS work_46wmz2hmybd3bp23vpzkxqofpi 294 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 295 1 Over over IN work_46wmz2hmybd3bp23vpzkxqofpi 295 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 295 3 last last JJ work_46wmz2hmybd3bp23vpzkxqofpi 295 4 half half JJ work_46wmz2hmybd3bp23vpzkxqofpi 295 5 century century NN work_46wmz2hmybd3bp23vpzkxqofpi 295 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 295 7 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 295 8 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 295 9 oil oil NN work_46wmz2hmybd3bp23vpzkxqofpi 295 10 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 295 11 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 295 12 appreciated appreciate VBN work_46wmz2hmybd3bp23vpzkxqofpi 295 13 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 295 14 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 295 15 yearly yearly JJ work_46wmz2hmybd3bp23vpzkxqofpi 295 16 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 295 17 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 295 18 rate rate NN work_46wmz2hmybd3bp23vpzkxqofpi 295 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 295 20 4.63 4.63 CD work_46wmz2hmybd3bp23vpzkxqofpi 295 21 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 295 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 295 23 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 295 24 watercolors watercolor NNS work_46wmz2hmybd3bp23vpzkxqofpi 295 25 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 295 26 drawings drawing NNS work_46wmz2hmybd3bp23vpzkxqofpi 295 27 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 295 28 increased increase VBN work_46wmz2hmybd3bp23vpzkxqofpi 295 29 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 295 30 3.67 3.67 CD work_46wmz2hmybd3bp23vpzkxqofpi 295 31 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 295 32 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 295 33 2.51 2.51 CD work_46wmz2hmybd3bp23vpzkxqofpi 295 34 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 295 35 annually annually RB work_46wmz2hmybd3bp23vpzkxqofpi 295 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 296 1 Oil oil NN work_46wmz2hmybd3bp23vpzkxqofpi 296 2 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 296 3 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 296 4 strongly strongly RB work_46wmz2hmybd3bp23vpzkxqofpi 296 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 296 6 significantly significantly RB work_46wmz2hmybd3bp23vpzkxqofpi 296 7 outperformed outperform VBD work_46wmz2hmybd3bp23vpzkxqofpi 296 8 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 296 9 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 296 10 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 296 11 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 296 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 296 13 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 296 14 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 296 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 296 16 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 296 17 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 296 18 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 296 19 – – : work_46wmz2hmybd3bp23vpzkxqofpi 296 20 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 296 21 finding finding NN work_46wmz2hmybd3bp23vpzkxqofpi 296 22 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 296 23 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 296 24 related relate VBN work_46wmz2hmybd3bp23vpzkxqofpi 296 25 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 296 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 296 27 discrepancies discrepancy NNS work_46wmz2hmybd3bp23vpzkxqofpi 296 28 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 296 29 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 296 30 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 296 31 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 296 32 categories category NNS work_46wmz2hmybd3bp23vpzkxqofpi 296 33 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 296 34 before before RB work_46wmz2hmybd3bp23vpzkxqofpi 296 35 . . . work_46wmz2hmybd3bp23vpzkxqofpi 297 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 297 2 lower low JJR work_46wmz2hmybd3bp23vpzkxqofpi 297 3 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 297 4 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 297 5 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 297 6 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 297 7 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 297 8 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 297 9 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 297 10 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 297 11 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 297 12 consistent consistent JJ work_46wmz2hmybd3bp23vpzkxqofpi 297 13 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 297 14 Pesando Pesando NNP work_46wmz2hmybd3bp23vpzkxqofpi 297 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 297 16 Shum Shum NNP work_46wmz2hmybd3bp23vpzkxqofpi 297 17 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 297 18 2008 2008 CD work_46wmz2hmybd3bp23vpzkxqofpi 297 19 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 297 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 297 21 who who WP work_46wmz2hmybd3bp23vpzkxqofpi 297 22 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 297 23 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 297 24 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 297 25 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 297 26 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 297 27 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 297 28 prints print NNS work_46wmz2hmybd3bp23vpzkxqofpi 297 29 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 297 30 1.51 1.51 CD work_46wmz2hmybd3bp23vpzkxqofpi 297 31 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 297 32 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 297 33 1977 1977 CD work_46wmz2hmybd3bp23vpzkxqofpi 297 34 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 297 35 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 297 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 298 1 Finally finally RB work_46wmz2hmybd3bp23vpzkxqofpi 298 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 298 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 298 4 run run VBP work_46wmz2hmybd3bp23vpzkxqofpi 298 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 298 6 separate separate JJ work_46wmz2hmybd3bp23vpzkxqofpi 298 7 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 298 8 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 298 9 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 298 10 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 298 11 movement movement NN work_46wmz2hmybd3bp23vpzkxqofpi 298 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 298 13 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 298 14 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 298 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 298 16 classification classification NN work_46wmz2hmybd3bp23vpzkxqofpi 298 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 298 18 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 298 19 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 298 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 299 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 299 2 add add VBP work_46wmz2hmybd3bp23vpzkxqofpi 299 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 299 4 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 299 5 EXHIBITION EXHIBITION VBN work_46wmz2hmybd3bp23vpzkxqofpi 299 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 299 7 DECEASED DECEASED NNP work_46wmz2hmybd3bp23vpzkxqofpi 299 8 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 299 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 299 10 models model NNS work_46wmz2hmybd3bp23vpzkxqofpi 299 11 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 299 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 299 13 three three CD work_46wmz2hmybd3bp23vpzkxqofpi 299 14 most most RBS work_46wmz2hmybd3bp23vpzkxqofpi 299 15 recent recent JJ work_46wmz2hmybd3bp23vpzkxqofpi 299 16 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 299 17 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 299 18 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 299 19 Abstract Abstract NNP work_46wmz2hmybd3bp23vpzkxqofpi 299 20 Expressionism Expressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 299 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 299 22 Pop Pop NNP work_46wmz2hmybd3bp23vpzkxqofpi 299 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 299 24 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 299 25 Minimalism Minimalism NNP work_46wmz2hmybd3bp23vpzkxqofpi 299 26 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 299 27 Contemporary Contemporary NNP work_46wmz2hmybd3bp23vpzkxqofpi 299 28 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 299 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 300 1 Most Most JJS work_46wmz2hmybd3bp23vpzkxqofpi 300 2 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 300 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 300 4 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 300 5 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 300 6 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 300 7 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 300 8 active active JJ work_46wmz2hmybd3bp23vpzkxqofpi 300 9 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 300 10 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 300 11 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 300 12 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 300 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 300 14 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 300 15 will will MD work_46wmz2hmybd3bp23vpzkxqofpi 300 16 enable enable VB work_46wmz2hmybd3bp23vpzkxqofpi 300 17 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 300 18 correct correct JJ work_46wmz2hmybd3bp23vpzkxqofpi 300 19 measurement measurement NN work_46wmz2hmybd3bp23vpzkxqofpi 300 20 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 300 21 exhibition exhibition NN work_46wmz2hmybd3bp23vpzkxqofpi 300 22 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 300 23 death death NN work_46wmz2hmybd3bp23vpzkxqofpi 300 24 effects effect NNS work_46wmz2hmybd3bp23vpzkxqofpi 300 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 301 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 301 2 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 301 3 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 301 4 EXHIBITION exhibition NN work_46wmz2hmybd3bp23vpzkxqofpi 301 5 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 301 6 significantly significantly RB work_46wmz2hmybd3bp23vpzkxqofpi 301 7 positive positive JJ work_46wmz2hmybd3bp23vpzkxqofpi 301 8 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 301 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 301 10 Abstract Abstract NNP work_46wmz2hmybd3bp23vpzkxqofpi 301 11 Expressionism Expressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 301 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 301 13 Minimalism Minimalism NNP work_46wmz2hmybd3bp23vpzkxqofpi 301 14 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 301 15 Contemporary Contemporary NNP work_46wmz2hmybd3bp23vpzkxqofpi 301 16 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 301 17 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 301 18 ups up NNS work_46wmz2hmybd3bp23vpzkxqofpi 301 19 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 301 20 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 301 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 301 22 latter latter JJ work_46wmz2hmybd3bp23vpzkxqofpi 301 23 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 301 24 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 301 25 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 301 26 observe observe VBP work_46wmz2hmybd3bp23vpzkxqofpi 301 27 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 301 28 clearly clearly RB work_46wmz2hmybd3bp23vpzkxqofpi 301 29 positive positive JJ work_46wmz2hmybd3bp23vpzkxqofpi 301 30 death death NN work_46wmz2hmybd3bp23vpzkxqofpi 301 31 effect effect NN work_46wmz2hmybd3bp23vpzkxqofpi 301 32 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 301 33 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 301 34 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 301 35 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 301 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 302 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 302 2 general general JJ work_46wmz2hmybd3bp23vpzkxqofpi 302 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 302 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 302 5 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 6 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 302 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 302 8 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 302 9 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 302 10 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 11 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 302 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 302 13 line line NN work_46wmz2hmybd3bp23vpzkxqofpi 302 14 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 302 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 302 16 earlier early JJR work_46wmz2hmybd3bp23vpzkxqofpi 302 17 findings finding NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 302 19 although although IN work_46wmz2hmybd3bp23vpzkxqofpi 302 20 there there EX work_46wmz2hmybd3bp23vpzkxqofpi 302 21 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 302 22 some some DT work_46wmz2hmybd3bp23vpzkxqofpi 302 23 variation variation NN work_46wmz2hmybd3bp23vpzkxqofpi 302 24 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 302 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 302 26 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 27 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 302 28 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 302 29 topic topic NN work_46wmz2hmybd3bp23vpzkxqofpi 302 30 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 31 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 302 32 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 302 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 302 34 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 302 35 premium premium NN work_46wmz2hmybd3bp23vpzkxqofpi 302 36 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 302 37 paid pay VBN work_46wmz2hmybd3bp23vpzkxqofpi 302 38 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 302 39 nudes nude NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 40 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 302 41 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 302 42 Pop pop NN work_46wmz2hmybd3bp23vpzkxqofpi 302 43 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 302 44 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 302 45 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 302 46 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 302 47 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 302 48 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 302 49 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 50 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 302 51 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 302 52 , , , work_46wmz2hmybd3bp23vpzkxqofpi 302 53 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 54 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 302 55 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 302 56 large large JJ work_46wmz2hmybd3bp23vpzkxqofpi 302 57 continental continental JJ work_46wmz2hmybd3bp23vpzkxqofpi 302 58 European european JJ work_46wmz2hmybd3bp23vpzkxqofpi 302 59 houses house NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 60 generate generate VBP work_46wmz2hmybd3bp23vpzkxqofpi 302 61 premiums premium NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 62 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 302 63 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 302 64 earliest early JJS work_46wmz2hmybd3bp23vpzkxqofpi 302 65 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 302 66 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 302 67 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 302 68 . . . work_46wmz2hmybd3bp23vpzkxqofpi 303 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 303 2 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 303 3 yearly yearly JJ work_46wmz2hmybd3bp23vpzkxqofpi 303 4 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 303 5 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 303 6 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 303 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 303 8 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 303 9 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 303 10 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 303 11 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 303 12 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 303 13 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 303 14 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 303 15 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 303 16 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 303 17 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 303 18 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 303 19 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 303 20 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 303 21 E E NNP work_46wmz2hmybd3bp23vpzkxqofpi 303 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 303 23 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 303 24 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 303 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 304 1 Since since IN work_46wmz2hmybd3bp23vpzkxqofpi 304 2 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 304 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 304 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 304 5 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 304 6 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 304 7 increased increase VBN work_46wmz2hmybd3bp23vpzkxqofpi 304 8 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 304 9 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 304 10 2.57 2.57 CD work_46wmz2hmybd3bp23vpzkxqofpi 304 11 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 304 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 304 13 6.32 6.32 CD work_46wmz2hmybd3bp23vpzkxqofpi 304 14 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 304 15 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 304 16 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 304 17 per per IN work_46wmz2hmybd3bp23vpzkxqofpi 304 18 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 304 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 305 1 Between between IN work_46wmz2hmybd3bp23vpzkxqofpi 305 2 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 305 3 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 305 4 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 305 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 305 6 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 305 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 305 8 post- post- NNP work_46wmz2hmybd3bp23vpzkxqofpi 305 9 war war NN work_46wmz2hmybd3bp23vpzkxqofpi 305 10 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 305 11 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 305 12 Abstract Abstract NNP work_46wmz2hmybd3bp23vpzkxqofpi 305 13 Expressionism Expressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 305 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 305 15 Pop Pop NNP work_46wmz2hmybd3bp23vpzkxqofpi 305 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 305 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 305 18 Minimalism Minimalism NNP work_46wmz2hmybd3bp23vpzkxqofpi 305 19 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 305 20 Contemporary Contemporary NNP work_46wmz2hmybd3bp23vpzkxqofpi 305 21 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 305 22 shown show VBN work_46wmz2hmybd3bp23vpzkxqofpi 305 23 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 305 24 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 305 25 appreciations appreciation NNS work_46wmz2hmybd3bp23vpzkxqofpi 305 26 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 305 27 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 305 28 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 305 29 7 7 CD work_46wmz2hmybd3bp23vpzkxqofpi 305 30 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 305 31 per per IN work_46wmz2hmybd3bp23vpzkxqofpi 305 32 annum annum FW work_46wmz2hmybd3bp23vpzkxqofpi 305 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 305 34 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 305 35 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 305 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 306 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 306 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 306 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 306 4 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 306 5 deviations deviation NNS work_46wmz2hmybd3bp23vpzkxqofpi 306 6 show show VBP work_46wmz2hmybd3bp23vpzkxqofpi 306 7 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 306 8 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 306 9 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 306 10 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 306 11 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 306 12 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 306 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 306 14 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 306 15 volatile volatile JJ work_46wmz2hmybd3bp23vpzkxqofpi 306 16 ones one NNS work_46wmz2hmybd3bp23vpzkxqofpi 306 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 307 1 Romanticism romanticism NN work_46wmz2hmybd3bp23vpzkxqofpi 307 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 307 3 Realism Realism NNP work_46wmz2hmybd3bp23vpzkxqofpi 307 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 307 5 Impressionism Impressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 307 6 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 307 7 Symbolism Symbolism NNP work_46wmz2hmybd3bp23vpzkxqofpi 307 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 307 9 15 15 CD work_46wmz2hmybd3bp23vpzkxqofpi 307 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 307 11 Fauvism Fauvism NNP work_46wmz2hmybd3bp23vpzkxqofpi 307 12 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 307 13 Expressionism Expressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 307 14 record record NN work_46wmz2hmybd3bp23vpzkxqofpi 307 15 mean mean VBP work_46wmz2hmybd3bp23vpzkxqofpi 307 16 appreciations appreciation NNS work_46wmz2hmybd3bp23vpzkxqofpi 307 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 307 18 less less JJR work_46wmz2hmybd3bp23vpzkxqofpi 307 19 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 307 20 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 307 21 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 307 22 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 307 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 307 24 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 307 25 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 307 26 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 307 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 308 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 308 2 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 308 3 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 308 4 three three CD work_46wmz2hmybd3bp23vpzkxqofpi 308 5 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 308 6 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 308 7 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 308 8 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 308 9 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 308 10 periods period NNS work_46wmz2hmybd3bp23vpzkxqofpi 308 11 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 308 12 Rococo Rococo NNP work_46wmz2hmybd3bp23vpzkxqofpi 308 13 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 308 14 Cubism Cubism NNP work_46wmz2hmybd3bp23vpzkxqofpi 308 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 308 16 Futurism Futurism NNP work_46wmz2hmybd3bp23vpzkxqofpi 308 17 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 308 18 Constructivism Constructivism NNP work_46wmz2hmybd3bp23vpzkxqofpi 308 19 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 308 20 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 308 21 Pop pop NN work_46wmz2hmybd3bp23vpzkxqofpi 308 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 308 23 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 308 24 plotted plot VBN work_46wmz2hmybd3bp23vpzkxqofpi 308 25 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 308 26 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 308 27 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 308 28 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 308 29 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 308 30 onwards onwards RB work_46wmz2hmybd3bp23vpzkxqofpi 308 31 . . . work_46wmz2hmybd3bp23vpzkxqofpi 309 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 309 2 figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 309 3 confirms confirm VBZ work_46wmz2hmybd3bp23vpzkxqofpi 309 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 309 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 309 6 post post JJ work_46wmz2hmybd3bp23vpzkxqofpi 309 7 - - JJ work_46wmz2hmybd3bp23vpzkxqofpi 309 8 war war JJ work_46wmz2hmybd3bp23vpzkxqofpi 309 9 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 309 10 movement movement NN work_46wmz2hmybd3bp23vpzkxqofpi 309 11 like like IN work_46wmz2hmybd3bp23vpzkxqofpi 309 12 Pop Pop NNP work_46wmz2hmybd3bp23vpzkxqofpi 309 13 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 309 14 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 309 15 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 309 16 profitable profitable JJ work_46wmz2hmybd3bp23vpzkxqofpi 309 17 – – : work_46wmz2hmybd3bp23vpzkxqofpi 309 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 309 19 outperformance outperformance NN work_46wmz2hmybd3bp23vpzkxqofpi 309 20 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 309 21 statistically statistically RB work_46wmz2hmybd3bp23vpzkxqofpi 309 22 significant significant JJ work_46wmz2hmybd3bp23vpzkxqofpi 309 23 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 309 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 309 25 0.05 0.05 CD work_46wmz2hmybd3bp23vpzkxqofpi 309 26 level level NN work_46wmz2hmybd3bp23vpzkxqofpi 309 27 – – : work_46wmz2hmybd3bp23vpzkxqofpi 309 28 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 309 29 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 309 30 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 309 31 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 309 32 risky risky JJ work_46wmz2hmybd3bp23vpzkxqofpi 309 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 310 1 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 310 2 Insert Insert NNP work_46wmz2hmybd3bp23vpzkxqofpi 310 3 Figure Figure NNP work_46wmz2hmybd3bp23vpzkxqofpi 310 4 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 310 5 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 310 6 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 310 7 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 310 8 V. V. NNP work_46wmz2hmybd3bp23vpzkxqofpi 310 9 Comparison Comparison NNP work_46wmz2hmybd3bp23vpzkxqofpi 310 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 310 11 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 310 12 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 310 13 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 310 14 correlation correlation NN work_46wmz2hmybd3bp23vpzkxqofpi 310 15 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 310 16 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 310 17 asset asset NN work_46wmz2hmybd3bp23vpzkxqofpi 310 18 classes class NNS work_46wmz2hmybd3bp23vpzkxqofpi 310 19 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 310 20 want want VBP work_46wmz2hmybd3bp23vpzkxqofpi 310 21 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 310 22 compare compare VB work_46wmz2hmybd3bp23vpzkxqofpi 310 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 310 24 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 310 25 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 310 26 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 310 27 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 310 28 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 310 29 that that DT work_46wmz2hmybd3bp23vpzkxqofpi 310 30 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 310 31 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 310 32 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 310 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 311 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 311 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 311 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 311 4 first first RB work_46wmz2hmybd3bp23vpzkxqofpi 311 5 need need VBP work_46wmz2hmybd3bp23vpzkxqofpi 311 6 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 311 7 address address VB work_46wmz2hmybd3bp23vpzkxqofpi 311 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 311 9 underestimation underestimation NN work_46wmz2hmybd3bp23vpzkxqofpi 311 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 311 11 risk risk NN work_46wmz2hmybd3bp23vpzkxqofpi 311 12 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 311 13 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 311 14 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 311 15 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 311 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 312 1 Since since IN work_46wmz2hmybd3bp23vpzkxqofpi 312 2 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 312 3 methodology methodology NN work_46wmz2hmybd3bp23vpzkxqofpi 312 4 aggregates aggregate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 312 5 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 312 6 information information NN work_46wmz2hmybd3bp23vpzkxqofpi 312 7 per per IN work_46wmz2hmybd3bp23vpzkxqofpi 312 8 calendar calendar NN work_46wmz2hmybd3bp23vpzkxqofpi 312 9 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 312 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 312 11 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 312 12 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 312 13 will will MD work_46wmz2hmybd3bp23vpzkxqofpi 312 14 suffer suffer VB work_46wmz2hmybd3bp23vpzkxqofpi 312 15 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 312 16 spurious spurious JJ work_46wmz2hmybd3bp23vpzkxqofpi 312 17 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 312 18 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 312 19 order order NN work_46wmz2hmybd3bp23vpzkxqofpi 312 20 autocorrelation autocorrelation NN work_46wmz2hmybd3bp23vpzkxqofpi 312 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 312 22 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 312 23 understated understate VBN work_46wmz2hmybd3bp23vpzkxqofpi 312 24 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 312 25 deviations deviation NNS work_46wmz2hmybd3bp23vpzkxqofpi 312 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 313 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 313 2 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 313 3 unsmooth unsmooth VB work_46wmz2hmybd3bp23vpzkxqofpi 313 4 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 313 5 baseline baseline NN work_46wmz2hmybd3bp23vpzkxqofpi 313 6 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 313 7 Π π CD work_46wmz2hmybd3bp23vpzkxqofpi 313 8 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 313 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 313 10 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 313 11 technique technique NN work_46wmz2hmybd3bp23vpzkxqofpi 313 12 originated originate VBD work_46wmz2hmybd3bp23vpzkxqofpi 313 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 313 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 313 15 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 313 16 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 313 17 literature literature NN work_46wmz2hmybd3bp23vpzkxqofpi 313 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 313 19 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 313 20 later later RB work_46wmz2hmybd3bp23vpzkxqofpi 313 21 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 313 22 applied apply VBD work_46wmz2hmybd3bp23vpzkxqofpi 313 23 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 313 24 collectibles collectible NNS work_46wmz2hmybd3bp23vpzkxqofpi 313 25 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 313 26 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 313 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 313 28 Campbell Campbell NNP work_46wmz2hmybd3bp23vpzkxqofpi 313 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 313 30 2008 2008 CD work_46wmz2hmybd3bp23vpzkxqofpi 313 31 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 313 32 Dimson Dimson NNP work_46wmz2hmybd3bp23vpzkxqofpi 313 33 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 313 34 Spaenjers Spaenjers NNPS work_46wmz2hmybd3bp23vpzkxqofpi 313 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 313 36 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 313 37 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 313 38 . . . work_46wmz2hmybd3bp23vpzkxqofpi 314 1 Based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 314 2 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 314 3 Working Working NNP work_46wmz2hmybd3bp23vpzkxqofpi 314 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 314 5 1960 1960 CD work_46wmz2hmybd3bp23vpzkxqofpi 314 6 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 314 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 314 8 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 314 9 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 314 10 calculate calculate VB work_46wmz2hmybd3bp23vpzkxqofpi 314 11 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 314 12 taking take VBG work_46wmz2hmybd3bp23vpzkxqofpi 314 13 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 314 14 yearly yearly JJ work_46wmz2hmybd3bp23vpzkxqofpi 314 15 average average NN work_46wmz2hmybd3bp23vpzkxqofpi 314 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 314 17 daily daily JJ work_46wmz2hmybd3bp23vpzkxqofpi 314 18 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 314 19 induces induce VBZ work_46wmz2hmybd3bp23vpzkxqofpi 314 20 spurious spurious JJ work_46wmz2hmybd3bp23vpzkxqofpi 314 21 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 314 22 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 314 23 order order NN work_46wmz2hmybd3bp23vpzkxqofpi 314 24 serial serial JJ work_46wmz2hmybd3bp23vpzkxqofpi 314 25 correlation correlation NN work_46wmz2hmybd3bp23vpzkxqofpi 314 26 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 314 27 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 314 28 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 314 29 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 314 30 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 314 31 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 314 32 0.25 0.25 CD work_46wmz2hmybd3bp23vpzkxqofpi 314 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 315 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 315 2 therefore therefore RB work_46wmz2hmybd3bp23vpzkxqofpi 315 3 re re VBP work_46wmz2hmybd3bp23vpzkxqofpi 315 4 - - NN work_46wmz2hmybd3bp23vpzkxqofpi 315 5 estimate estimate VBP work_46wmz2hmybd3bp23vpzkxqofpi 315 6 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 315 7 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 315 8 deviations deviation NNS work_46wmz2hmybd3bp23vpzkxqofpi 315 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 315 10 removing remove VBG work_46wmz2hmybd3bp23vpzkxqofpi 315 11 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 315 12 spurious spurious JJ work_46wmz2hmybd3bp23vpzkxqofpi 315 13 autocorrelation autocorrelation NN work_46wmz2hmybd3bp23vpzkxqofpi 315 14 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 315 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 315 16 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 315 17 series series NN work_46wmz2hmybd3bp23vpzkxqofpi 315 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 316 1 Over over IN work_46wmz2hmybd3bp23vpzkxqofpi 316 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 316 3 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 316 4 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 316 5 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 316 6 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 316 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 316 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 316 9 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 316 10 deviation deviation NN work_46wmz2hmybd3bp23vpzkxqofpi 316 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 316 12 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 316 13 desmoothed desmoothed NN work_46wmz2hmybd3bp23vpzkxqofpi 316 14 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 316 15 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 316 16 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 316 17 now now RB work_46wmz2hmybd3bp23vpzkxqofpi 316 18 equal equal JJ work_46wmz2hmybd3bp23vpzkxqofpi 316 19 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 316 20 19.05 19.05 CD work_46wmz2hmybd3bp23vpzkxqofpi 316 21 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 316 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 316 23 instead instead RB work_46wmz2hmybd3bp23vpzkxqofpi 316 24 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 316 25 15.21 15.21 CD work_46wmz2hmybd3bp23vpzkxqofpi 316 26 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 316 27 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 316 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 317 1 Over over IN work_46wmz2hmybd3bp23vpzkxqofpi 317 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 317 3 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 317 4 quarter quarter NN work_46wmz2hmybd3bp23vpzkxqofpi 317 5 century century NN work_46wmz2hmybd3bp23vpzkxqofpi 317 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 317 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 317 8 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 317 9 deviation deviation NN work_46wmz2hmybd3bp23vpzkxqofpi 317 10 rises rise VBZ work_46wmz2hmybd3bp23vpzkxqofpi 317 11 less less RBR work_46wmz2hmybd3bp23vpzkxqofpi 317 12 sharply sharply RB work_46wmz2hmybd3bp23vpzkxqofpi 317 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 317 14 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 317 15 15.31 15.31 CD work_46wmz2hmybd3bp23vpzkxqofpi 317 16 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 317 17 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 317 18 18.04%.6 18.04%.6 CD work_46wmz2hmybd3bp23vpzkxqofpi 317 19 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 317 20 collect collect VBP work_46wmz2hmybd3bp23vpzkxqofpi 317 21 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 317 22 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 317 23 Global Global NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 24 Financial Financial NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 25 Data Data NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 26 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 317 27 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 317 28 measuring measure VBG work_46wmz2hmybd3bp23vpzkxqofpi 317 29 total total JJ work_46wmz2hmybd3bp23vpzkxqofpi 317 30 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 317 31 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 317 32 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 33 T T NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 34 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 317 35 bills bill NNS work_46wmz2hmybd3bp23vpzkxqofpi 317 36 , , , work_46wmz2hmybd3bp23vpzkxqofpi 317 37 10-year 10-year CD work_46wmz2hmybd3bp23vpzkxqofpi 317 38 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 39 government government NN work_46wmz2hmybd3bp23vpzkxqofpi 317 40 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 317 41 , , , work_46wmz2hmybd3bp23vpzkxqofpi 317 42 Dow Dow NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 43 Jones Jones NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 44 corporate corporate JJ work_46wmz2hmybd3bp23vpzkxqofpi 317 45 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 317 46 , , , work_46wmz2hmybd3bp23vpzkxqofpi 317 47 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 317 48 GFD GFD NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 49 global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 317 50 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 317 51 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 317 52 government government NN work_46wmz2hmybd3bp23vpzkxqofpi 317 53 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 317 54 , , , work_46wmz2hmybd3bp23vpzkxqofpi 317 55 S&P S&P NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 56 500 500 CD work_46wmz2hmybd3bp23vpzkxqofpi 317 57 stocks stock NNS work_46wmz2hmybd3bp23vpzkxqofpi 317 58 , , , work_46wmz2hmybd3bp23vpzkxqofpi 317 59 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 317 60 GFD GFD NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 61 world world NN work_46wmz2hmybd3bp23vpzkxqofpi 317 62 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 317 63 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 317 64 equity equity NN work_46wmz2hmybd3bp23vpzkxqofpi 317 65 , , , work_46wmz2hmybd3bp23vpzkxqofpi 317 66 gold gold NN work_46wmz2hmybd3bp23vpzkxqofpi 317 67 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 317 68 , , , work_46wmz2hmybd3bp23vpzkxqofpi 317 69 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 317 70 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 317 71 CRB CRB NNP work_46wmz2hmybd3bp23vpzkxqofpi 317 72 commodity commodity NN work_46wmz2hmybd3bp23vpzkxqofpi 317 73 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 317 74 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 317 75 . . . work_46wmz2hmybd3bp23vpzkxqofpi 318 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 318 2 borrow borrow VBP work_46wmz2hmybd3bp23vpzkxqofpi 318 3 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 318 4 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 318 5 residential residential JJ work_46wmz2hmybd3bp23vpzkxqofpi 318 6 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 318 7 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 318 8 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 318 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 318 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 318 11 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 318 12 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 318 13 Shiller Shiller NNP work_46wmz2hmybd3bp23vpzkxqofpi 318 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 318 15 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 318 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 318 17 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 318 18 unfortunately unfortunately RB work_46wmz2hmybd3bp23vpzkxqofpi 318 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 318 20 commercial commercial JJ work_46wmz2hmybd3bp23vpzkxqofpi 318 21 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 318 22 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 318 23 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 318 24 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 318 25 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 318 26 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 318 27 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 318 28 available available JJ work_46wmz2hmybd3bp23vpzkxqofpi 318 29 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 318 30 shorter short JJR work_46wmz2hmybd3bp23vpzkxqofpi 318 31 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 318 32 periods period NNS work_46wmz2hmybd3bp23vpzkxqofpi 318 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 319 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 319 2 A a NN work_46wmz2hmybd3bp23vpzkxqofpi 319 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 319 4 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 319 5 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 319 6 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 319 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 319 8 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 319 9 yearly yearly JJ work_46wmz2hmybd3bp23vpzkxqofpi 319 10 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 319 11 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 319 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 319 13 volatilities volatility NNS work_46wmz2hmybd3bp23vpzkxqofpi 319 14 calculated calculate VBN work_46wmz2hmybd3bp23vpzkxqofpi 319 15 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 319 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 319 17 periods period NNS work_46wmz2hmybd3bp23vpzkxqofpi 319 18 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 319 19 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 319 20 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 319 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 319 22 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 319 23 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 319 24 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 319 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 320 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 320 2 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 320 3 table table NN work_46wmz2hmybd3bp23vpzkxqofpi 320 4 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 320 5 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 320 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 320 7 ex ex JJ work_46wmz2hmybd3bp23vpzkxqofpi 320 8 - - JJ work_46wmz2hmybd3bp23vpzkxqofpi 320 9 post post JJ work_46wmz2hmybd3bp23vpzkxqofpi 320 10 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 320 11 arithmetic arithmetic JJ work_46wmz2hmybd3bp23vpzkxqofpi 320 12 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 320 13 Sharpe sharpe NN work_46wmz2hmybd3bp23vpzkxqofpi 320 14 ratios ratio NNS work_46wmz2hmybd3bp23vpzkxqofpi 320 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 320 16 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 320 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 320 18 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 320 19 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 320 20 T T NNP work_46wmz2hmybd3bp23vpzkxqofpi 320 21 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 320 22 bills bill NNS work_46wmz2hmybd3bp23vpzkxqofpi 320 23 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 320 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 320 25 risk risk NN work_46wmz2hmybd3bp23vpzkxqofpi 320 26 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 320 27 free free JJ work_46wmz2hmybd3bp23vpzkxqofpi 320 28 rate rate NN work_46wmz2hmybd3bp23vpzkxqofpi 320 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 321 1 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 321 2 Insert Insert NNP work_46wmz2hmybd3bp23vpzkxqofpi 321 3 Table Table NNP work_46wmz2hmybd3bp23vpzkxqofpi 321 4 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 321 5 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 321 6 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 321 7 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 321 8 Over over IN work_46wmz2hmybd3bp23vpzkxqofpi 321 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 321 10 longer long JJR work_46wmz2hmybd3bp23vpzkxqofpi 321 11 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 321 12 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 321 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 321 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 321 15 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 321 16 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 321 17 clearly clearly RB work_46wmz2hmybd3bp23vpzkxqofpi 321 18 underperforms underperform VBZ work_46wmz2hmybd3bp23vpzkxqofpi 321 19 stocks stock NNS work_46wmz2hmybd3bp23vpzkxqofpi 321 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 322 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 322 2 S&P S&P NNP work_46wmz2hmybd3bp23vpzkxqofpi 322 3 500 500 CD work_46wmz2hmybd3bp23vpzkxqofpi 322 4 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 322 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 322 6 GFD GFD NNP work_46wmz2hmybd3bp23vpzkxqofpi 322 7 global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 322 8 equity equity NN work_46wmz2hmybd3bp23vpzkxqofpi 322 9 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 322 10 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 322 11 appreciated appreciate VBN work_46wmz2hmybd3bp23vpzkxqofpi 322 12 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 322 13 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 322 14 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 322 15 rates rate NNS work_46wmz2hmybd3bp23vpzkxqofpi 322 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 322 17 6.63 6.63 CD work_46wmz2hmybd3bp23vpzkxqofpi 322 18 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 322 19 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 322 20 6.34 6.34 CD work_46wmz2hmybd3bp23vpzkxqofpi 322 21 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 322 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 322 23 respectively respectively RB work_46wmz2hmybd3bp23vpzkxqofpi 322 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 322 25 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 322 26 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 322 27 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 322 28 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 322 29 increased increase VBD work_46wmz2hmybd3bp23vpzkxqofpi 322 30 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 322 31 3.97 3.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 322 32 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 322 33 annually annually RB work_46wmz2hmybd3bp23vpzkxqofpi 322 34 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 322 35 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 322 36 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 322 37 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 322 38 . . . work_46wmz2hmybd3bp23vpzkxqofpi 323 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 323 2 reward reward NN work_46wmz2hmybd3bp23vpzkxqofpi 323 3 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 323 4 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 323 5 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 323 6 variability variability NN work_46wmz2hmybd3bp23vpzkxqofpi 323 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 323 8 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 323 9 measured measure VBN work_46wmz2hmybd3bp23vpzkxqofpi 323 10 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 323 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 323 12 Sharpe Sharpe NNP work_46wmz2hmybd3bp23vpzkxqofpi 323 13 ratio ratio NN work_46wmz2hmybd3bp23vpzkxqofpi 323 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 323 15 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 323 16 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 323 17 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 323 18 stocks stock NNS work_46wmz2hmybd3bp23vpzkxqofpi 323 19 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 323 20 corporate corporate JJ work_46wmz2hmybd3bp23vpzkxqofpi 323 21 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 323 22 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 323 23 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 323 24 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 323 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 324 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 324 2 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 324 3 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 324 4 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 324 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 324 6 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 324 7 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 324 8 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 324 9 6 6 CD work_46wmz2hmybd3bp23vpzkxqofpi 324 10 Even even RB work_46wmz2hmybd3bp23vpzkxqofpi 324 11 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 324 12 new new JJ work_46wmz2hmybd3bp23vpzkxqofpi 324 13 numbers number NNS work_46wmz2hmybd3bp23vpzkxqofpi 324 14 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 324 15 still still RB work_46wmz2hmybd3bp23vpzkxqofpi 324 16 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 324 17 lower low JJR work_46wmz2hmybd3bp23vpzkxqofpi 324 18 estimate estimate NN work_46wmz2hmybd3bp23vpzkxqofpi 324 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 324 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 324 21 true true JJ work_46wmz2hmybd3bp23vpzkxqofpi 324 22 riskiness riskiness NN work_46wmz2hmybd3bp23vpzkxqofpi 324 23 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 324 24 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 324 25 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 324 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 324 27 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 324 28 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 324 29 reasons reason NNS work_46wmz2hmybd3bp23vpzkxqofpi 324 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 325 1 First first RB work_46wmz2hmybd3bp23vpzkxqofpi 325 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 325 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 325 4 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 325 5 deviations deviation NNS work_46wmz2hmybd3bp23vpzkxqofpi 325 6 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 325 7 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 325 8 refer refer VBP work_46wmz2hmybd3bp23vpzkxqofpi 325 9 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 325 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 325 11 aggregate aggregate JJ work_46wmz2hmybd3bp23vpzkxqofpi 325 12 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 325 13 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 325 14 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 325 15 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 325 16 D d NN work_46wmz2hmybd3bp23vpzkxqofpi 325 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 325 18 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 325 19 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 325 20 made make VBD work_46wmz2hmybd3bp23vpzkxqofpi 325 21 clear clear JJ work_46wmz2hmybd3bp23vpzkxqofpi 325 22 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 325 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 325 24 volatility volatility NN work_46wmz2hmybd3bp23vpzkxqofpi 325 25 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 325 26 most most JJS work_46wmz2hmybd3bp23vpzkxqofpi 325 27 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 325 28 portfolios portfolio NNS work_46wmz2hmybd3bp23vpzkxqofpi 325 29 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 325 30 likely likely JJ work_46wmz2hmybd3bp23vpzkxqofpi 325 31 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 325 32 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 325 33 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 325 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 326 1 Second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 326 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 326 3 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 326 4 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 326 5 does do VBZ work_46wmz2hmybd3bp23vpzkxqofpi 326 6 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 326 7 take take VB work_46wmz2hmybd3bp23vpzkxqofpi 326 8 into into IN work_46wmz2hmybd3bp23vpzkxqofpi 326 9 account account NN work_46wmz2hmybd3bp23vpzkxqofpi 326 10 buy buy NN work_46wmz2hmybd3bp23vpzkxqofpi 326 11 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 326 12 ins in NNS work_46wmz2hmybd3bp23vpzkxqofpi 326 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 327 1 If if IN work_46wmz2hmybd3bp23vpzkxqofpi 327 2 reserve reserve NN work_46wmz2hmybd3bp23vpzkxqofpi 327 3 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 327 4 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 327 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 327 6 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 327 7 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 327 8 follow follow VBP work_46wmz2hmybd3bp23vpzkxqofpi 327 9 recent recent JJ work_46wmz2hmybd3bp23vpzkxqofpi 327 10 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 327 11 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 327 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 327 13 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 327 14 implies imply VBZ work_46wmz2hmybd3bp23vpzkxqofpi 327 15 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 327 16 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 327 17 measurement measurement NN work_46wmz2hmybd3bp23vpzkxqofpi 327 18 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 327 19 when when WRB work_46wmz2hmybd3bp23vpzkxqofpi 327 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 327 21 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 327 22 reverses reverse VBZ work_46wmz2hmybd3bp23vpzkxqofpi 327 23 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 327 24 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 327 25 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 327 26 Peng Peng NNP work_46wmz2hmybd3bp23vpzkxqofpi 327 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 327 28 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 327 29 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 327 30 : : : work_46wmz2hmybd3bp23vpzkxqofpi 327 31 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 327 32 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 327 33 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 327 34 underestimated underestimate VBN work_46wmz2hmybd3bp23vpzkxqofpi 327 35 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 327 36 resp resp NN work_46wmz2hmybd3bp23vpzkxqofpi 327 37 . . . work_46wmz2hmybd3bp23vpzkxqofpi 328 1 overestimated overestimate VBN work_46wmz2hmybd3bp23vpzkxqofpi 328 2 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 328 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 328 4 boom boom NN work_46wmz2hmybd3bp23vpzkxqofpi 328 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 328 6 resp resp NN work_46wmz2hmybd3bp23vpzkxqofpi 328 7 . . . work_46wmz2hmybd3bp23vpzkxqofpi 329 1 bust bust NN work_46wmz2hmybd3bp23vpzkxqofpi 329 2 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 329 3 periods period NNS work_46wmz2hmybd3bp23vpzkxqofpi 329 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 330 1 16 16 CD work_46wmz2hmybd3bp23vpzkxqofpi 330 2 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 330 3 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 330 4 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 330 5 both both DT work_46wmz2hmybd3bp23vpzkxqofpi 330 6 government government NN work_46wmz2hmybd3bp23vpzkxqofpi 330 7 bond bond NN work_46wmz2hmybd3bp23vpzkxqofpi 330 8 indices indice VBZ work_46wmz2hmybd3bp23vpzkxqofpi 330 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 330 10 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 330 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 330 12 Sharpe Sharpe NNP work_46wmz2hmybd3bp23vpzkxqofpi 330 13 ratios ratio VBZ work_46wmz2hmybd3bp23vpzkxqofpi 330 14 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 330 15 surpasses surpass VBZ work_46wmz2hmybd3bp23vpzkxqofpi 330 16 that that DT work_46wmz2hmybd3bp23vpzkxqofpi 330 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 330 18 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 330 19 government government NN work_46wmz2hmybd3bp23vpzkxqofpi 330 20 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 330 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 331 1 Nevertheless nevertheless RB work_46wmz2hmybd3bp23vpzkxqofpi 331 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 331 3 compared compare VBN work_46wmz2hmybd3bp23vpzkxqofpi 331 4 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 331 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 331 6 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 331 7 tangible tangible JJ work_46wmz2hmybd3bp23vpzkxqofpi 331 8 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 331 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 331 10 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 331 11 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 331 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 331 13 gold gold NN work_46wmz2hmybd3bp23vpzkxqofpi 331 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 331 15 commodities commodity NNS work_46wmz2hmybd3bp23vpzkxqofpi 331 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 331 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 331 18 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 331 19 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 331 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 331 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 331 22 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 331 23 does do VBZ work_46wmz2hmybd3bp23vpzkxqofpi 331 24 relatively relatively RB work_46wmz2hmybd3bp23vpzkxqofpi 331 25 well well RB work_46wmz2hmybd3bp23vpzkxqofpi 331 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 332 1 Over over IN work_46wmz2hmybd3bp23vpzkxqofpi 332 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 332 3 shorter short JJR work_46wmz2hmybd3bp23vpzkxqofpi 332 4 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 332 5 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 332 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 332 7 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 332 8 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 332 9 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 332 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 332 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 332 12 risk risk NN work_46wmz2hmybd3bp23vpzkxqofpi 332 13 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 332 14 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 332 15 profile profile NN work_46wmz2hmybd3bp23vpzkxqofpi 332 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 332 17 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 332 18 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 332 19 compares compare VBZ work_46wmz2hmybd3bp23vpzkxqofpi 332 20 favorably favorably RB work_46wmz2hmybd3bp23vpzkxqofpi 332 21 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 332 22 that that DT work_46wmz2hmybd3bp23vpzkxqofpi 332 23 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 332 24 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 332 25 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 332 26 asset asset NN work_46wmz2hmybd3bp23vpzkxqofpi 332 27 classes class NNS work_46wmz2hmybd3bp23vpzkxqofpi 332 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 333 1 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 333 2 comparison comparison NN work_46wmz2hmybd3bp23vpzkxqofpi 333 3 does do VBZ work_46wmz2hmybd3bp23vpzkxqofpi 333 4 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 333 5 take take VB work_46wmz2hmybd3bp23vpzkxqofpi 333 6 into into IN work_46wmz2hmybd3bp23vpzkxqofpi 333 7 account account NN work_46wmz2hmybd3bp23vpzkxqofpi 333 8 differences difference NNS work_46wmz2hmybd3bp23vpzkxqofpi 333 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 333 10 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 333 11 costs cost NNS work_46wmz2hmybd3bp23vpzkxqofpi 333 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 333 13 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 333 14 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 333 15 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 333 16 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 333 17 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 333 18 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 333 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 334 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 334 2 most most JJS work_46wmz2hmybd3bp23vpzkxqofpi 334 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 334 4 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 334 5 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 334 6 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 334 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 334 8 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 334 9 houses house NNS work_46wmz2hmybd3bp23vpzkxqofpi 334 10 charged charge VBD work_46wmz2hmybd3bp23vpzkxqofpi 334 11 buyer buyer NN work_46wmz2hmybd3bp23vpzkxqofpi 334 12 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 334 13 premiums premium NNS work_46wmz2hmybd3bp23vpzkxqofpi 334 14 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 334 15 seller seller NN work_46wmz2hmybd3bp23vpzkxqofpi 334 16 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 334 17 commissions commission NNS work_46wmz2hmybd3bp23vpzkxqofpi 334 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 334 19 around around IN work_46wmz2hmybd3bp23vpzkxqofpi 334 20 10 10 CD work_46wmz2hmybd3bp23vpzkxqofpi 334 21 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 334 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 334 23 Pesando Pesando NNP work_46wmz2hmybd3bp23vpzkxqofpi 334 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 334 25 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 334 26 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 334 27 Ashenfelter Ashenfelter NNP work_46wmz2hmybd3bp23vpzkxqofpi 334 28 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 334 29 Graddy Graddy NNP work_46wmz2hmybd3bp23vpzkxqofpi 334 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 334 31 2003 2003 CD work_46wmz2hmybd3bp23vpzkxqofpi 334 32 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 334 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 335 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 335 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 335 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 335 4 recent recent JJ work_46wmz2hmybd3bp23vpzkxqofpi 335 5 years year NNS work_46wmz2hmybd3bp23vpzkxqofpi 335 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 335 7 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 335 8 important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 335 9 consignors consignor NNS work_46wmz2hmybd3bp23vpzkxqofpi 335 10 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 335 11 sometimes sometimes RB work_46wmz2hmybd3bp23vpzkxqofpi 335 12 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 335 13 able able JJ work_46wmz2hmybd3bp23vpzkxqofpi 335 14 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 335 15 obtain obtain VB work_46wmz2hmybd3bp23vpzkxqofpi 335 16 lower low JJR work_46wmz2hmybd3bp23vpzkxqofpi 335 17 commission commission NN work_46wmz2hmybd3bp23vpzkxqofpi 335 18 rates rate NNS work_46wmz2hmybd3bp23vpzkxqofpi 335 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 335 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 335 21 buyer buyer NN work_46wmz2hmybd3bp23vpzkxqofpi 335 22 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 335 23 premium premium NN work_46wmz2hmybd3bp23vpzkxqofpi 335 24 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 335 25 grown grow VBN work_46wmz2hmybd3bp23vpzkxqofpi 335 26 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 335 27 around around IN work_46wmz2hmybd3bp23vpzkxqofpi 335 28 25 25 CD work_46wmz2hmybd3bp23vpzkxqofpi 335 29 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 335 30 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 335 31 many many JJ work_46wmz2hmybd3bp23vpzkxqofpi 335 32 smaller small JJR work_46wmz2hmybd3bp23vpzkxqofpi 335 33 purchases purchase NNS work_46wmz2hmybd3bp23vpzkxqofpi 335 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 336 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 336 2 large large JJ work_46wmz2hmybd3bp23vpzkxqofpi 336 3 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 336 4 costs cost NNS work_46wmz2hmybd3bp23vpzkxqofpi 336 5 emphasize emphasize VBP work_46wmz2hmybd3bp23vpzkxqofpi 336 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 336 7 need need NN work_46wmz2hmybd3bp23vpzkxqofpi 336 8 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 336 9 long long JJ work_46wmz2hmybd3bp23vpzkxqofpi 336 10 holding hold VBG work_46wmz2hmybd3bp23vpzkxqofpi 336 11 periods period NNS work_46wmz2hmybd3bp23vpzkxqofpi 336 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 336 13 collectibles collectible NNS work_46wmz2hmybd3bp23vpzkxqofpi 336 14 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 336 15 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 336 16 Dimson Dimson NNP work_46wmz2hmybd3bp23vpzkxqofpi 336 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 336 18 Spaenjers Spaenjers NNPS work_46wmz2hmybd3bp23vpzkxqofpi 336 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 336 20 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 336 21 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 336 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 337 1 Moreover moreover RB work_46wmz2hmybd3bp23vpzkxqofpi 337 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 337 3 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 337 4 buyers buyer NNS work_46wmz2hmybd3bp23vpzkxqofpi 337 5 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 337 6 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 337 7 take take VB work_46wmz2hmybd3bp23vpzkxqofpi 337 8 into into IN work_46wmz2hmybd3bp23vpzkxqofpi 337 9 account account NN work_46wmz2hmybd3bp23vpzkxqofpi 337 10 storage storage NN work_46wmz2hmybd3bp23vpzkxqofpi 337 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 337 12 insurance insurance NN work_46wmz2hmybd3bp23vpzkxqofpi 337 13 costs cost NNS work_46wmz2hmybd3bp23vpzkxqofpi 337 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 338 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 338 2 now now RB work_46wmz2hmybd3bp23vpzkxqofpi 338 3 turn turn VBP work_46wmz2hmybd3bp23vpzkxqofpi 338 4 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 338 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 338 6 correlations correlation NNS work_46wmz2hmybd3bp23vpzkxqofpi 338 7 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 338 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 338 9 asset asset NN work_46wmz2hmybd3bp23vpzkxqofpi 338 10 categories category NNS work_46wmz2hmybd3bp23vpzkxqofpi 338 11 . . . work_46wmz2hmybd3bp23vpzkxqofpi 339 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 339 2 B B NNP work_46wmz2hmybd3bp23vpzkxqofpi 339 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 339 4 Table Table NNP work_46wmz2hmybd3bp23vpzkxqofpi 339 5 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 339 6 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 339 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 339 8 correlation correlation NN work_46wmz2hmybd3bp23vpzkxqofpi 339 9 matrix matrix NN work_46wmz2hmybd3bp23vpzkxqofpi 339 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 339 11 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 339 12 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 339 13 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 339 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 339 15 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 339 16 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 339 17 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 339 18 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 339 19 frame frame NN work_46wmz2hmybd3bp23vpzkxqofpi 339 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 340 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 340 2 correlations correlation NNS work_46wmz2hmybd3bp23vpzkxqofpi 340 3 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 340 4 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 340 5 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 340 6 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 340 7 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 340 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 340 9 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 340 10 hand hand NN work_46wmz2hmybd3bp23vpzkxqofpi 340 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 340 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 340 13 gold gold NN work_46wmz2hmybd3bp23vpzkxqofpi 340 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 340 15 commodity commodity NN work_46wmz2hmybd3bp23vpzkxqofpi 340 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 340 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 340 18 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 340 19 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 340 20 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 340 21 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 340 22 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 340 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 340 24 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 340 25 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 340 26 0.30 0.30 CD work_46wmz2hmybd3bp23vpzkxqofpi 340 27 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 340 28 higher high JJR work_46wmz2hmybd3bp23vpzkxqofpi 340 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 341 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 341 2 contrast contrast NN work_46wmz2hmybd3bp23vpzkxqofpi 341 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 341 4 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 341 5 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 341 6 very very RB work_46wmz2hmybd3bp23vpzkxqofpi 341 7 little little JJ work_46wmz2hmybd3bp23vpzkxqofpi 341 8 comovement comovement NN work_46wmz2hmybd3bp23vpzkxqofpi 341 9 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 341 10 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 341 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 341 12 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 341 13 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 341 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 342 1 Yet yet RB work_46wmz2hmybd3bp23vpzkxqofpi 342 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 342 3 additional additional JJ work_46wmz2hmybd3bp23vpzkxqofpi 342 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 342 5 unreported unreported JJ work_46wmz2hmybd3bp23vpzkxqofpi 342 6 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 342 7 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 342 8 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 342 9 correlations correlation NNS work_46wmz2hmybd3bp23vpzkxqofpi 342 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 342 11 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 342 12 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 342 13 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 342 14 lagged lag VBN work_46wmz2hmybd3bp23vpzkxqofpi 342 15 equity equity NN work_46wmz2hmybd3bp23vpzkxqofpi 342 16 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 342 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 342 18 0.34 0.34 CD work_46wmz2hmybd3bp23vpzkxqofpi 342 19 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 342 20 S&P S&P NNP work_46wmz2hmybd3bp23vpzkxqofpi 342 21 stocks stock NNS work_46wmz2hmybd3bp23vpzkxqofpi 342 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 342 23 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 342 24 0.55 0.55 CD work_46wmz2hmybd3bp23vpzkxqofpi 342 25 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 342 26 global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 342 27 stocks stock NNS work_46wmz2hmybd3bp23vpzkxqofpi 342 28 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 342 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 343 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 343 2 suggests suggest VBZ work_46wmz2hmybd3bp23vpzkxqofpi 343 3 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 343 4 wealth wealth NN work_46wmz2hmybd3bp23vpzkxqofpi 343 5 effects effect NNS work_46wmz2hmybd3bp23vpzkxqofpi 343 6 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 343 7 drive drive VB work_46wmz2hmybd3bp23vpzkxqofpi 343 8 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 343 9 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 343 10 – – : work_46wmz2hmybd3bp23vpzkxqofpi 343 11 something something NN work_46wmz2hmybd3bp23vpzkxqofpi 343 12 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 343 13 examine examine VBP work_46wmz2hmybd3bp23vpzkxqofpi 343 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 343 15 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 343 16 depth depth NN work_46wmz2hmybd3bp23vpzkxqofpi 343 17 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 343 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 343 19 next next JJ work_46wmz2hmybd3bp23vpzkxqofpi 343 20 section section NN work_46wmz2hmybd3bp23vpzkxqofpi 343 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 344 1 VI VI NNP work_46wmz2hmybd3bp23vpzkxqofpi 344 2 . . . work_46wmz2hmybd3bp23vpzkxqofpi 345 1 Explaining explain VBG work_46wmz2hmybd3bp23vpzkxqofpi 345 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 345 3 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 345 4 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 345 5 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 345 6 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 345 7 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 345 8 ultimately ultimately RB work_46wmz2hmybd3bp23vpzkxqofpi 345 9 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 345 10 durable durable JJ work_46wmz2hmybd3bp23vpzkxqofpi 345 11 luxury luxury NN work_46wmz2hmybd3bp23vpzkxqofpi 345 12 consumption consumption NN work_46wmz2hmybd3bp23vpzkxqofpi 345 13 good good JJ work_46wmz2hmybd3bp23vpzkxqofpi 345 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 345 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 345 16 consumption consumption NN work_46wmz2hmybd3bp23vpzkxqofpi 345 17 indeed indeed RB work_46wmz2hmybd3bp23vpzkxqofpi 345 18 seems seem VBZ work_46wmz2hmybd3bp23vpzkxqofpi 345 19 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 345 20 dominate dominate VB work_46wmz2hmybd3bp23vpzkxqofpi 345 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 345 22 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 345 23 purchase purchase NN work_46wmz2hmybd3bp23vpzkxqofpi 345 24 decision decision NN work_46wmz2hmybd3bp23vpzkxqofpi 345 25 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 345 26 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 345 27 representative representative JJ work_46wmz2hmybd3bp23vpzkxqofpi 345 28 agent agent NN work_46wmz2hmybd3bp23vpzkxqofpi 345 29 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 345 30 Mandel Mandel NNP work_46wmz2hmybd3bp23vpzkxqofpi 345 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 345 32 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 345 33 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 345 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 346 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 346 2 fundamental fundamental JJ work_46wmz2hmybd3bp23vpzkxqofpi 346 3 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 346 4 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 346 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 346 6 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 346 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 346 8 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 346 9 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 346 10 thus thus RB work_46wmz2hmybd3bp23vpzkxqofpi 346 11 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 346 12 thought think VBN work_46wmz2hmybd3bp23vpzkxqofpi 346 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 346 14 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 346 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 346 16 present present JJ work_46wmz2hmybd3bp23vpzkxqofpi 346 17 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 346 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 346 19 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 346 20 future future JJ work_46wmz2hmybd3bp23vpzkxqofpi 346 21 flows flow NNS work_46wmz2hmybd3bp23vpzkxqofpi 346 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 346 23 consumption consumption NN work_46wmz2hmybd3bp23vpzkxqofpi 346 24 services service NNS work_46wmz2hmybd3bp23vpzkxqofpi 346 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 347 1 Since since IN work_46wmz2hmybd3bp23vpzkxqofpi 347 2 supply supply NN work_46wmz2hmybd3bp23vpzkxqofpi 347 3 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 347 4 inelastic inelastic JJ work_46wmz2hmybd3bp23vpzkxqofpi 347 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 347 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 347 7 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 347 8 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 347 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 347 10 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 347 11 consumption consumption NN work_46wmz2hmybd3bp23vpzkxqofpi 347 12 flows flow NNS work_46wmz2hmybd3bp23vpzkxqofpi 347 13 will will MD work_46wmz2hmybd3bp23vpzkxqofpi 347 14 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 347 15 determined determine VBN work_46wmz2hmybd3bp23vpzkxqofpi 347 16 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 347 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 347 18 strength strength NN work_46wmz2hmybd3bp23vpzkxqofpi 347 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 347 20 demand demand NN work_46wmz2hmybd3bp23vpzkxqofpi 347 21 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 347 22 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 347 23 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 347 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 348 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 348 2 importance importance NN work_46wmz2hmybd3bp23vpzkxqofpi 348 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 348 4 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 348 5 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 348 6 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 348 7 wealthy wealthy JJ work_46wmz2hmybd3bp23vpzkxqofpi 348 8 households household NNS work_46wmz2hmybd3bp23vpzkxqofpi 348 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 348 10 together together RB work_46wmz2hmybd3bp23vpzkxqofpi 348 11 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 348 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 348 13 discretionary discretionary JJ work_46wmz2hmybd3bp23vpzkxqofpi 348 14 nature nature NN work_46wmz2hmybd3bp23vpzkxqofpi 348 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 348 16 luxury luxury NN work_46wmz2hmybd3bp23vpzkxqofpi 348 17 consumption consumption NN work_46wmz2hmybd3bp23vpzkxqofpi 348 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 348 19 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 348 20 then then RB work_46wmz2hmybd3bp23vpzkxqofpi 348 21 induce induce VB work_46wmz2hmybd3bp23vpzkxqofpi 348 22 positive positive JJ work_46wmz2hmybd3bp23vpzkxqofpi 348 23 correlation correlation NN work_46wmz2hmybd3bp23vpzkxqofpi 348 24 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 348 25 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 348 26 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 348 27 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 348 28 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 348 29 asset asset NN work_46wmz2hmybd3bp23vpzkxqofpi 348 30 values value NNS work_46wmz2hmybd3bp23vpzkxqofpi 348 31 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 348 32 Aït Aït NNP work_46wmz2hmybd3bp23vpzkxqofpi 348 33 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 348 34 Sahalia Sahalia NNP work_46wmz2hmybd3bp23vpzkxqofpi 348 35 et et NNP work_46wmz2hmybd3bp23vpzkxqofpi 348 36 al al NNP work_46wmz2hmybd3bp23vpzkxqofpi 348 37 . . NNP work_46wmz2hmybd3bp23vpzkxqofpi 348 38 , , , work_46wmz2hmybd3bp23vpzkxqofpi 348 39 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 348 40 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 348 41 . . . work_46wmz2hmybd3bp23vpzkxqofpi 349 1 Previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 349 2 literature literature NN work_46wmz2hmybd3bp23vpzkxqofpi 349 3 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 349 4 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 349 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 349 6 Hiraki Hiraki NNP work_46wmz2hmybd3bp23vpzkxqofpi 349 7 et et NNP work_46wmz2hmybd3bp23vpzkxqofpi 349 8 al al NNP work_46wmz2hmybd3bp23vpzkxqofpi 349 9 . . NNP work_46wmz2hmybd3bp23vpzkxqofpi 349 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 349 11 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 349 12 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 349 13 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 349 14 et et NNP work_46wmz2hmybd3bp23vpzkxqofpi 349 15 al al NNP work_46wmz2hmybd3bp23vpzkxqofpi 349 16 . . NNP work_46wmz2hmybd3bp23vpzkxqofpi 349 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 349 18 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 349 19 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 349 20 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 349 21 indeed indeed RB work_46wmz2hmybd3bp23vpzkxqofpi 349 22 found find VBN work_46wmz2hmybd3bp23vpzkxqofpi 349 23 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 349 24 strong strong JJ work_46wmz2hmybd3bp23vpzkxqofpi 349 25 relation relation NN work_46wmz2hmybd3bp23vpzkxqofpi 349 26 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 349 27 stock stock NN work_46wmz2hmybd3bp23vpzkxqofpi 349 28 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 349 29 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 349 30 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 349 31 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 349 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 350 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 350 2 line line NN work_46wmz2hmybd3bp23vpzkxqofpi 350 3 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 350 4 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 350 5 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 350 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 350 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 350 8 column column NN work_46wmz2hmybd3bp23vpzkxqofpi 350 9 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 350 10 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 350 11 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 350 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 350 13 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 350 14 6 6 CD work_46wmz2hmybd3bp23vpzkxqofpi 350 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 350 16 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 350 17 regress regress VBP work_46wmz2hmybd3bp23vpzkxqofpi 350 18 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 350 19 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 350 20 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 350 21 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 350 22 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 350 23 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 350 24 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 350 25 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 350 26 lagged lag VBN work_46wmz2hmybd3bp23vpzkxqofpi 350 27 global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 350 28 stock stock NN work_46wmz2hmybd3bp23vpzkxqofpi 350 29 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 350 30 returns return VBZ work_46wmz2hmybd3bp23vpzkxqofpi 350 31 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 350 32 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 350 33 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 350 34 1981 1981 CD work_46wmz2hmybd3bp23vpzkxqofpi 350 35 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 350 36 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 350 37 . . . work_46wmz2hmybd3bp23vpzkxqofpi 351 1 Below below IN work_46wmz2hmybd3bp23vpzkxqofpi 351 2 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 351 3 coefficient coefficient NN work_46wmz2hmybd3bp23vpzkxqofpi 351 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 351 5 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 351 6 report report VBP work_46wmz2hmybd3bp23vpzkxqofpi 351 7 Newey Newey NNP work_46wmz2hmybd3bp23vpzkxqofpi 351 8 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 351 9 West west JJ work_46wmz2hmybd3bp23vpzkxqofpi 351 10 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 351 11 errors error NNS work_46wmz2hmybd3bp23vpzkxqofpi 351 12 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 351 13 control control NN work_46wmz2hmybd3bp23vpzkxqofpi 351 14 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 351 15 heteroskedasticity heteroskedasticity NN work_46wmz2hmybd3bp23vpzkxqofpi 351 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 351 17 autocorrelation autocorrelation NN work_46wmz2hmybd3bp23vpzkxqofpi 351 18 up up IN work_46wmz2hmybd3bp23vpzkxqofpi 351 19 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 351 20 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 351 21 lags lag NNS work_46wmz2hmybd3bp23vpzkxqofpi 351 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 352 1 Adjusted adjust VBN work_46wmz2hmybd3bp23vpzkxqofpi 352 2 R r NN work_46wmz2hmybd3bp23vpzkxqofpi 352 3 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 352 4 squareds squared NNS work_46wmz2hmybd3bp23vpzkxqofpi 352 5 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 352 6 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 352 7 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 352 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 352 9 bottom bottom NN work_46wmz2hmybd3bp23vpzkxqofpi 352 10 . . . work_46wmz2hmybd3bp23vpzkxqofpi 353 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 353 2 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 353 3 confirm confirm VBP work_46wmz2hmybd3bp23vpzkxqofpi 353 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 353 5 stock stock NN work_46wmz2hmybd3bp23vpzkxqofpi 353 6 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 353 7 significantly significantly RB work_46wmz2hmybd3bp23vpzkxqofpi 353 8 affect affect VBP work_46wmz2hmybd3bp23vpzkxqofpi 353 9 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 353 10 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 353 11 growth growth NN work_46wmz2hmybd3bp23vpzkxqofpi 353 12 rates.7 rates.7 CD work_46wmz2hmybd3bp23vpzkxqofpi 353 13 7 7 CD work_46wmz2hmybd3bp23vpzkxqofpi 353 14 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 353 15 unreported unreported JJ work_46wmz2hmybd3bp23vpzkxqofpi 353 16 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 353 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 353 18 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 353 19 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 353 20 control control VBP work_46wmz2hmybd3bp23vpzkxqofpi 353 21 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 353 22 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 353 23 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 353 24 top top JJ work_46wmz2hmybd3bp23vpzkxqofpi 353 25 incomes income NNS work_46wmz2hmybd3bp23vpzkxqofpi 353 26 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 353 27 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 353 28 updated update VBN work_46wmz2hmybd3bp23vpzkxqofpi 353 29 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 353 30 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 353 31 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 353 32 Piketty Piketty NNP work_46wmz2hmybd3bp23vpzkxqofpi 353 33 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 353 34 Saez Saez NNP work_46wmz2hmybd3bp23vpzkxqofpi 353 35 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 353 36 2003 2003 CD work_46wmz2hmybd3bp23vpzkxqofpi 353 37 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 353 38 , , , work_46wmz2hmybd3bp23vpzkxqofpi 353 39 available available JJ work_46wmz2hmybd3bp23vpzkxqofpi 353 40 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 353 41 Emmanuel Emmanuel NNP work_46wmz2hmybd3bp23vpzkxqofpi 353 42 Saez Saez NNP work_46wmz2hmybd3bp23vpzkxqofpi 353 43 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 353 44 webpage webpage NN work_46wmz2hmybd3bp23vpzkxqofpi 353 45 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 353 46 , , , work_46wmz2hmybd3bp23vpzkxqofpi 353 47 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 353 48 interest interest NN work_46wmz2hmybd3bp23vpzkxqofpi 353 49 rates rate NNS work_46wmz2hmybd3bp23vpzkxqofpi 353 50 , , , work_46wmz2hmybd3bp23vpzkxqofpi 353 51 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 353 52 equity equity NN work_46wmz2hmybd3bp23vpzkxqofpi 353 53 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 353 54 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 353 55 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 353 56 Baker Baker NNP work_46wmz2hmybd3bp23vpzkxqofpi 353 57 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 353 58 Wurgler Wurgler NNP work_46wmz2hmybd3bp23vpzkxqofpi 353 59 , , , work_46wmz2hmybd3bp23vpzkxqofpi 353 60 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 353 61 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 353 62 , , , work_46wmz2hmybd3bp23vpzkxqofpi 353 63 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 353 64 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 353 65 does do VBZ work_46wmz2hmybd3bp23vpzkxqofpi 353 66 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 353 67 materially materially RB work_46wmz2hmybd3bp23vpzkxqofpi 353 68 change change VB work_46wmz2hmybd3bp23vpzkxqofpi 353 69 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 353 70 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 353 71 . . . work_46wmz2hmybd3bp23vpzkxqofpi 354 1 17 17 CD work_46wmz2hmybd3bp23vpzkxqofpi 354 2 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 354 3 Insert Insert NNP work_46wmz2hmybd3bp23vpzkxqofpi 354 4 Table Table NNP work_46wmz2hmybd3bp23vpzkxqofpi 354 5 6 6 CD work_46wmz2hmybd3bp23vpzkxqofpi 354 6 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 354 7 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 354 8 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 354 9 To to TO work_46wmz2hmybd3bp23vpzkxqofpi 354 10 further further RB work_46wmz2hmybd3bp23vpzkxqofpi 354 11 examine examine VB work_46wmz2hmybd3bp23vpzkxqofpi 354 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 354 13 role role NN work_46wmz2hmybd3bp23vpzkxqofpi 354 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 354 15 consumer consumer NN work_46wmz2hmybd3bp23vpzkxqofpi 354 16 demand demand NN work_46wmz2hmybd3bp23vpzkxqofpi 354 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 354 18 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 354 19 add add VBP work_46wmz2hmybd3bp23vpzkxqofpi 354 20 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 354 21 column column NN work_46wmz2hmybd3bp23vpzkxqofpi 354 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 354 23 2 2 LS work_46wmz2hmybd3bp23vpzkxqofpi 354 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 354 25 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 354 26 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 354 27 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 354 28 measures measure NNS work_46wmz2hmybd3bp23vpzkxqofpi 354 29 whether whether IN work_46wmz2hmybd3bp23vpzkxqofpi 354 30 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 354 31 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 354 32 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 354 33 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 354 34 upper upper JJ work_46wmz2hmybd3bp23vpzkxqofpi 354 35 third third RB work_46wmz2hmybd3bp23vpzkxqofpi 354 36 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 354 37 consumers consumer NNS work_46wmz2hmybd3bp23vpzkxqofpi 354 38 think think VBP work_46wmz2hmybd3bp23vpzkxqofpi 354 39 it -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 354 40 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 354 41 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 354 42 good good JJ work_46wmz2hmybd3bp23vpzkxqofpi 354 43 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 354 44 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 354 45 purchase purchase VB work_46wmz2hmybd3bp23vpzkxqofpi 354 46 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 354 47 major major JJ work_46wmz2hmybd3bp23vpzkxqofpi 354 48 household household NN work_46wmz2hmybd3bp23vpzkxqofpi 354 49 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 354 50 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 354 51 . . . work_46wmz2hmybd3bp23vpzkxqofpi 355 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 355 2 Ludvigson Ludvigson NNP work_46wmz2hmybd3bp23vpzkxqofpi 355 3 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 355 4 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 355 5 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 355 6 notes note VBZ work_46wmz2hmybd3bp23vpzkxqofpi 355 7 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 355 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 355 9 there there EX work_46wmz2hmybd3bp23vpzkxqofpi 355 10 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 355 11 some some DT work_46wmz2hmybd3bp23vpzkxqofpi 355 12 evidence evidence NN work_46wmz2hmybd3bp23vpzkxqofpi 355 13 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 355 14 consumer consumer NN work_46wmz2hmybd3bp23vpzkxqofpi 355 15 confidence confidence NN work_46wmz2hmybd3bp23vpzkxqofpi 355 16 surveys survey NNS work_46wmz2hmybd3bp23vpzkxqofpi 355 17 reflect reflect VBP work_46wmz2hmybd3bp23vpzkxqofpi 355 18 expectations expectation NNS work_46wmz2hmybd3bp23vpzkxqofpi 355 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 355 20 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 355 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 355 22 non non JJ work_46wmz2hmybd3bp23vpzkxqofpi 355 23 - - JJ work_46wmz2hmybd3bp23vpzkxqofpi 355 24 stock stock JJ work_46wmz2hmybd3bp23vpzkxqofpi 355 25 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 355 26 wealth wealth NN work_46wmz2hmybd3bp23vpzkxqofpi 355 27 growth growth NN work_46wmz2hmybd3bp23vpzkxqofpi 355 28 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 355 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 355 30 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 356 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 356 2 information information NN work_46wmz2hmybd3bp23vpzkxqofpi 356 3 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 356 4 taken take VBN work_46wmz2hmybd3bp23vpzkxqofpi 356 5 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 356 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 356 7 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 356 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 356 9 Michigan Michigan NNP work_46wmz2hmybd3bp23vpzkxqofpi 356 10 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 356 11 Survey Survey NNP work_46wmz2hmybd3bp23vpzkxqofpi 356 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 356 13 Consumers Consumers NNPS work_46wmz2hmybd3bp23vpzkxqofpi 356 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 356 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 356 16 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 356 17 use use VBP work_46wmz2hmybd3bp23vpzkxqofpi 356 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 356 19 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 356 20 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 356 21 December December NNP work_46wmz2hmybd3bp23vpzkxqofpi 356 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 356 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 356 24 previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 356 25 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 356 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 357 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 357 2 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 357 3 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 357 4 been be VBN work_46wmz2hmybd3bp23vpzkxqofpi 357 5 standardized standardize VBN work_46wmz2hmybd3bp23vpzkxqofpi 357 6 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 357 7 have have VB work_46wmz2hmybd3bp23vpzkxqofpi 357 8 zero zero CD work_46wmz2hmybd3bp23vpzkxqofpi 357 9 mean mean NN work_46wmz2hmybd3bp23vpzkxqofpi 357 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 357 11 unit unit NN work_46wmz2hmybd3bp23vpzkxqofpi 357 12 variance variance NN work_46wmz2hmybd3bp23vpzkxqofpi 357 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 358 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 358 2 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 358 3 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 358 4 consumer consumer NN work_46wmz2hmybd3bp23vpzkxqofpi 358 5 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 358 6 strongly strongly RB work_46wmz2hmybd3bp23vpzkxqofpi 358 7 significantly significantly RB work_46wmz2hmybd3bp23vpzkxqofpi 358 8 affects affect VBZ work_46wmz2hmybd3bp23vpzkxqofpi 358 9 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 358 10 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 358 11 . . . work_46wmz2hmybd3bp23vpzkxqofpi 359 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 359 2 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 359 3 see see VBP work_46wmz2hmybd3bp23vpzkxqofpi 359 4 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 359 5 increase increase NN work_46wmz2hmybd3bp23vpzkxqofpi 359 6 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 359 7 adjusted adjust VBN work_46wmz2hmybd3bp23vpzkxqofpi 359 8 R r NN work_46wmz2hmybd3bp23vpzkxqofpi 359 9 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 359 10 squared square VBD work_46wmz2hmybd3bp23vpzkxqofpi 359 11 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 359 12 0.33 0.33 CD work_46wmz2hmybd3bp23vpzkxqofpi 359 13 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 359 14 0.49 0.49 CD work_46wmz2hmybd3bp23vpzkxqofpi 359 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 360 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 360 2 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 360 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 360 4 columns column NNS work_46wmz2hmybd3bp23vpzkxqofpi 360 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 360 6 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 360 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 360 8 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 360 9 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 360 10 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 360 11 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 360 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 360 13 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 360 14 6 6 CD work_46wmz2hmybd3bp23vpzkxqofpi 360 15 highlight highlight NN work_46wmz2hmybd3bp23vpzkxqofpi 360 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 360 17 importance importance NN work_46wmz2hmybd3bp23vpzkxqofpi 360 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 360 19 consumption consumption NN work_46wmz2hmybd3bp23vpzkxqofpi 360 20 demand demand NN work_46wmz2hmybd3bp23vpzkxqofpi 360 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 361 1 However however RB work_46wmz2hmybd3bp23vpzkxqofpi 361 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 361 3 they -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 361 4 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 361 5 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 361 6 fully fully RB work_46wmz2hmybd3bp23vpzkxqofpi 361 7 explain explain VB work_46wmz2hmybd3bp23vpzkxqofpi 361 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 361 9 pattern pattern NN work_46wmz2hmybd3bp23vpzkxqofpi 361 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 361 11 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 361 12 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 361 13 booms boom NNS work_46wmz2hmybd3bp23vpzkxqofpi 361 14 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 361 15 busts bust NNS work_46wmz2hmybd3bp23vpzkxqofpi 361 16 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 361 17 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 361 18 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 361 19 witnessed witness VBN work_46wmz2hmybd3bp23vpzkxqofpi 361 20 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 361 21 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 361 22 last last JJ work_46wmz2hmybd3bp23vpzkxqofpi 361 23 decades decade NNS work_46wmz2hmybd3bp23vpzkxqofpi 361 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 362 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 362 2 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 362 3 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 362 4 because because IN work_46wmz2hmybd3bp23vpzkxqofpi 362 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 362 6 fundamental fundamental JJ work_46wmz2hmybd3bp23vpzkxqofpi 362 7 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 362 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 362 9 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 362 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 362 11 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 362 12 defined define VBN work_46wmz2hmybd3bp23vpzkxqofpi 362 13 before before RB work_46wmz2hmybd3bp23vpzkxqofpi 362 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 362 15 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 362 16 hard hard JJ work_46wmz2hmybd3bp23vpzkxqofpi 362 17 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 362 18 grasp grasp VB work_46wmz2hmybd3bp23vpzkxqofpi 362 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 363 1 Combined combine VBN work_46wmz2hmybd3bp23vpzkxqofpi 363 2 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 363 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 363 4 impossibility impossibility NN work_46wmz2hmybd3bp23vpzkxqofpi 363 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 363 6 short short NN work_46wmz2hmybd3bp23vpzkxqofpi 363 7 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 363 8 selling selling NN work_46wmz2hmybd3bp23vpzkxqofpi 363 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 363 10 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 363 11 uncertainty uncertainty NN work_46wmz2hmybd3bp23vpzkxqofpi 363 12 implies imply VBZ work_46wmz2hmybd3bp23vpzkxqofpi 363 13 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 363 14 potential potential JJ work_46wmz2hmybd3bp23vpzkxqofpi 363 15 role role NN work_46wmz2hmybd3bp23vpzkxqofpi 363 16 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 363 17 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 363 18 buyer buyer NN work_46wmz2hmybd3bp23vpzkxqofpi 363 19 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 363 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 363 21 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 363 22 could could MD work_46wmz2hmybd3bp23vpzkxqofpi 363 23 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 363 24 defined define VBN work_46wmz2hmybd3bp23vpzkxqofpi 363 25 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 363 26 unjustified unjustified JJ work_46wmz2hmybd3bp23vpzkxqofpi 363 27 optimism optimism NN work_46wmz2hmybd3bp23vpzkxqofpi 363 28 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 363 29 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 363 30 pessimism pessimism NN work_46wmz2hmybd3bp23vpzkxqofpi 363 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 363 32 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 363 33 future future JJ work_46wmz2hmybd3bp23vpzkxqofpi 363 34 resale resale NN work_46wmz2hmybd3bp23vpzkxqofpi 363 35 values value NNS work_46wmz2hmybd3bp23vpzkxqofpi 363 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 364 1 Furthermore furthermore RB work_46wmz2hmybd3bp23vpzkxqofpi 364 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 364 3 because because IN work_46wmz2hmybd3bp23vpzkxqofpi 364 4 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 364 5 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 364 6 held hold VBN work_46wmz2hmybd3bp23vpzkxqofpi 364 7 infrequently infrequently RB work_46wmz2hmybd3bp23vpzkxqofpi 364 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 364 9 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 364 10 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 364 11 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 364 12 slowly slowly RB work_46wmz2hmybd3bp23vpzkxqofpi 364 13 exert exert VB work_46wmz2hmybd3bp23vpzkxqofpi 364 14 pressure pressure NN work_46wmz2hmybd3bp23vpzkxqofpi 364 15 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 364 16 observed observed JJ work_46wmz2hmybd3bp23vpzkxqofpi 364 17 aggregate aggregate JJ work_46wmz2hmybd3bp23vpzkxqofpi 364 18 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 364 19 levels level NNS work_46wmz2hmybd3bp23vpzkxqofpi 364 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 365 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 365 2 thus thus RB work_46wmz2hmybd3bp23vpzkxqofpi 365 3 expect expect VBP work_46wmz2hmybd3bp23vpzkxqofpi 365 4 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 365 5 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 365 6 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 365 7 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 365 8 followed follow VBN work_46wmz2hmybd3bp23vpzkxqofpi 365 9 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 365 10 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 365 11 appreciations appreciation NNS work_46wmz2hmybd3bp23vpzkxqofpi 365 12 – – : work_46wmz2hmybd3bp23vpzkxqofpi 365 13 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 365 14 least least JJS work_46wmz2hmybd3bp23vpzkxqofpi 365 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 365 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 365 17 short short JJ work_46wmz2hmybd3bp23vpzkxqofpi 365 18 run run NN work_46wmz2hmybd3bp23vpzkxqofpi 365 19 – – : work_46wmz2hmybd3bp23vpzkxqofpi 365 20 rather rather RB work_46wmz2hmybd3bp23vpzkxqofpi 365 21 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 365 22 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 365 23 low low JJ work_46wmz2hmybd3bp23vpzkxqofpi 365 24 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 365 25 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 365 26 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 365 27 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 365 28 case case NN work_46wmz2hmybd3bp23vpzkxqofpi 365 29 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 365 30 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 365 31 liquid liquid JJ work_46wmz2hmybd3bp23vpzkxqofpi 365 32 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 365 33 asset asset NN work_46wmz2hmybd3bp23vpzkxqofpi 365 34 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 365 35 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 365 36 Baker Baker NNP work_46wmz2hmybd3bp23vpzkxqofpi 365 37 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 365 38 Wurgler Wurgler NNP work_46wmz2hmybd3bp23vpzkxqofpi 365 39 , , , work_46wmz2hmybd3bp23vpzkxqofpi 365 40 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 365 41 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 365 42 . . . work_46wmz2hmybd3bp23vpzkxqofpi 366 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 366 2 propose propose VBP work_46wmz2hmybd3bp23vpzkxqofpi 366 3 three three CD work_46wmz2hmybd3bp23vpzkxqofpi 366 4 proxies proxy NNS work_46wmz2hmybd3bp23vpzkxqofpi 366 5 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 366 6 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 366 7 buyer buyer NN work_46wmz2hmybd3bp23vpzkxqofpi 366 8 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 366 9 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 366 10 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 366 11 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 366 12 measured measure VBN work_46wmz2hmybd3bp23vpzkxqofpi 366 13 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 366 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 366 15 end end NN work_46wmz2hmybd3bp23vpzkxqofpi 366 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 366 17 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 366 18 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 366 19 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 366 20 so so IN work_46wmz2hmybd3bp23vpzkxqofpi 366 21 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 366 22 they -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 366 23 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 366 24 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 366 25 related relate VBN work_46wmz2hmybd3bp23vpzkxqofpi 366 26 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 366 27 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 366 28 levels level NNS work_46wmz2hmybd3bp23vpzkxqofpi 366 29 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 366 30 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 366 31 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 366 32 starting start VBG work_46wmz2hmybd3bp23vpzkxqofpi 366 33 immediately immediately RB work_46wmz2hmybd3bp23vpzkxqofpi 366 34 after after IN work_46wmz2hmybd3bp23vpzkxqofpi 366 35 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 366 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 367 1 A a DT work_46wmz2hmybd3bp23vpzkxqofpi 367 2 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 367 3 factor factor NN work_46wmz2hmybd3bp23vpzkxqofpi 367 4 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 367 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 367 6 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 367 7 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 367 8 on- on- NNP work_46wmz2hmybd3bp23vpzkxqofpi 367 9 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 367 10 change change NN work_46wmz2hmybd3bp23vpzkxqofpi 367 11 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 367 12 fourth fourth JJ work_46wmz2hmybd3bp23vpzkxqofpi 367 13 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 367 14 quarter quarter NN work_46wmz2hmybd3bp23vpzkxqofpi 367 15 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 367 16 volume volume NN work_46wmz2hmybd3bp23vpzkxqofpi 367 17 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 367 18 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 367 19 ’s ’s , work_46wmz2hmybd3bp23vpzkxqofpi 367 20 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 367 21 Christie Christie NNP work_46wmz2hmybd3bp23vpzkxqofpi 367 22 ’s ’s , work_46wmz2hmybd3bp23vpzkxqofpi 367 23 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 367 24 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 367 25 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 367 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 368 1 Baker Baker NNP work_46wmz2hmybd3bp23vpzkxqofpi 368 2 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 368 3 Stein Stein NNP work_46wmz2hmybd3bp23vpzkxqofpi 368 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 368 5 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 368 6 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 368 7 argue argue VBP work_46wmz2hmybd3bp23vpzkxqofpi 368 8 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 368 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 368 10 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 368 11 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 368 12 short short JJ work_46wmz2hmybd3bp23vpzkxqofpi 368 13 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 368 14 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 368 15 constraints constraint NNS work_46wmz2hmybd3bp23vpzkxqofpi 368 16 liquidity liquidity NN work_46wmz2hmybd3bp23vpzkxqofpi 368 17 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 368 18 proxy proxy VB work_46wmz2hmybd3bp23vpzkxqofpi 368 19 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 368 20 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 368 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 369 1 Moreover moreover RB work_46wmz2hmybd3bp23vpzkxqofpi 369 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 369 3 they -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 369 4 suggest suggest VBP work_46wmz2hmybd3bp23vpzkxqofpi 369 5 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 369 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 369 7 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 369 8 liquidity liquidity NN work_46wmz2hmybd3bp23vpzkxqofpi 369 9 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 369 10 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 369 11 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 369 12 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 369 13 approach approach NN work_46wmz2hmybd3bp23vpzkxqofpi 369 14 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 369 15 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 369 16 particularly particularly RB work_46wmz2hmybd3bp23vpzkxqofpi 369 17 relevant relevant JJ work_46wmz2hmybd3bp23vpzkxqofpi 369 18 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 369 19 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 369 20 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 369 21 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 369 22 asset asset NN work_46wmz2hmybd3bp23vpzkxqofpi 369 23 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 369 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 370 1 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 370 2 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 370 3 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 370 4 equals equal VBZ work_46wmz2hmybd3bp23vpzkxqofpi 370 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 370 6 rate rate NN work_46wmz2hmybd3bp23vpzkxqofpi 370 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 370 8 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 370 9 sold sell VBN work_46wmz2hmybd3bp23vpzkxqofpi 370 10 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 370 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 370 12 thus thus RB work_46wmz2hmybd3bp23vpzkxqofpi 370 13 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 370 14 bought buy VBN work_46wmz2hmybd3bp23vpzkxqofpi 370 15 in in RB work_46wmz2hmybd3bp23vpzkxqofpi 370 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 370 17 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 370 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 370 19 Impressionist Impressionist NNP work_46wmz2hmybd3bp23vpzkxqofpi 370 20 and/or and/or CC work_46wmz2hmybd3bp23vpzkxqofpi 370 21 Modern modern JJ work_46wmz2hmybd3bp23vpzkxqofpi 370 22 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 370 23 evening evening NN work_46wmz2hmybd3bp23vpzkxqofpi 370 24 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 370 25 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 370 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 370 27 Fall fall NN work_46wmz2hmybd3bp23vpzkxqofpi 370 28 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 370 29 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 370 30 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 370 31 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 370 32 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 370 33 1980 1980 CD work_46wmz2hmybd3bp23vpzkxqofpi 370 34 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 370 35 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 370 36 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 370 37 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 370 38 . . . work_46wmz2hmybd3bp23vpzkxqofpi 371 1 These these DT work_46wmz2hmybd3bp23vpzkxqofpi 371 2 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 371 3 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 371 4 profile profile NN work_46wmz2hmybd3bp23vpzkxqofpi 371 5 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 371 6 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 371 7 considered consider VBN work_46wmz2hmybd3bp23vpzkxqofpi 371 8 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 371 9 barometer barometer NN work_46wmz2hmybd3bp23vpzkxqofpi 371 10 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 371 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 371 12 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 371 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 371 14 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 371 15 buy buy NN work_46wmz2hmybd3bp23vpzkxqofpi 371 16 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 371 17 ins in NNS work_46wmz2hmybd3bp23vpzkxqofpi 371 18 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 371 19 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 371 20 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 371 21 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 371 22 widely widely RB work_46wmz2hmybd3bp23vpzkxqofpi 371 23 commented comment VBN work_46wmz2hmybd3bp23vpzkxqofpi 371 24 upon upon IN work_46wmz2hmybd3bp23vpzkxqofpi 371 25 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 371 26 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 371 27 press press NN work_46wmz2hmybd3bp23vpzkxqofpi 371 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 372 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 372 2 proxy proxy VBP work_46wmz2hmybd3bp23vpzkxqofpi 372 3 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 372 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 372 5 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 372 6 rates rate NNS work_46wmz2hmybd3bp23vpzkxqofpi 372 7 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 372 8 dividing divide VBG work_46wmz2hmybd3bp23vpzkxqofpi 372 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 372 10 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 372 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 372 12 observed observed JJ work_46wmz2hmybd3bp23vpzkxqofpi 372 13 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 372 14 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 372 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 372 16 maximum maximum JJ work_46wmz2hmybd3bp23vpzkxqofpi 372 17 lot lot NN work_46wmz2hmybd3bp23vpzkxqofpi 372 18 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 372 19 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 372 20 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 372 21 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 372 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 373 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 373 2 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 373 3 third third JJ work_46wmz2hmybd3bp23vpzkxqofpi 373 4 proxy proxy NN work_46wmz2hmybd3bp23vpzkxqofpi 373 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 373 6 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 373 7 turn turn VBP work_46wmz2hmybd3bp23vpzkxqofpi 373 8 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 373 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 373 10 historical historical JJ work_46wmz2hmybd3bp23vpzkxqofpi 373 11 archives archive NNS work_46wmz2hmybd3bp23vpzkxqofpi 373 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 373 13 The The NNP work_46wmz2hmybd3bp23vpzkxqofpi 373 14 Economist Economist NNP work_46wmz2hmybd3bp23vpzkxqofpi 373 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 374 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 374 2 look look VBP work_46wmz2hmybd3bp23vpzkxqofpi 374 3 up up IN work_46wmz2hmybd3bp23vpzkxqofpi 374 4 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 374 5 articles article NNS work_46wmz2hmybd3bp23vpzkxqofpi 374 6 dated date VBN work_46wmz2hmybd3bp23vpzkxqofpi 374 7 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 374 8 1980 1980 CD work_46wmz2hmybd3bp23vpzkxqofpi 374 9 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 374 10 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 374 11 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 374 12 mention mention VBP work_46wmz2hmybd3bp23vpzkxqofpi 374 13 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 374 14 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 374 15 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 374 16 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 374 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 374 18 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 374 19 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 374 20 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 374 21 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 374 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 374 23 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 374 24 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 374 25 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 374 26 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 374 27 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 374 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 375 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 375 2 read read VBP work_46wmz2hmybd3bp23vpzkxqofpi 375 3 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 375 4 article article NN work_46wmz2hmybd3bp23vpzkxqofpi 375 5 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 375 6 verify verify VB work_46wmz2hmybd3bp23vpzkxqofpi 375 7 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 375 8 it -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 375 9 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 375 10 indeed indeed RB work_46wmz2hmybd3bp23vpzkxqofpi 375 11 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 375 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 375 13 state state NN work_46wmz2hmybd3bp23vpzkxqofpi 375 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 375 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 375 16 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 375 17 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 375 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 375 19 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 375 20 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 375 21 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 375 22 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 375 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 376 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 376 2 then then RB work_46wmz2hmybd3bp23vpzkxqofpi 376 3 analyze analyze VBP work_46wmz2hmybd3bp23vpzkxqofpi 376 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 376 5 content content NN work_46wmz2hmybd3bp23vpzkxqofpi 376 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 376 7 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 376 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 376 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 376 10 56 56 CD work_46wmz2hmybd3bp23vpzkxqofpi 376 11 selected select VBN work_46wmz2hmybd3bp23vpzkxqofpi 376 12 articles article NNS work_46wmz2hmybd3bp23vpzkxqofpi 376 13 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 376 14 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 376 15 software software NN work_46wmz2hmybd3bp23vpzkxqofpi 376 16 package package NN work_46wmz2hmybd3bp23vpzkxqofpi 376 17 called call VBN work_46wmz2hmybd3bp23vpzkxqofpi 376 18 General General NNP work_46wmz2hmybd3bp23vpzkxqofpi 376 19 Inquirer Inquirer NNP work_46wmz2hmybd3bp23vpzkxqofpi 376 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 377 1 General General NNP work_46wmz2hmybd3bp23vpzkxqofpi 377 2 Inquirer Inquirer NNP work_46wmz2hmybd3bp23vpzkxqofpi 377 3 counts count VBZ work_46wmz2hmybd3bp23vpzkxqofpi 377 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 377 5 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 377 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 377 7 words word NNS work_46wmz2hmybd3bp23vpzkxqofpi 377 8 belonging belong VBG work_46wmz2hmybd3bp23vpzkxqofpi 377 9 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 377 10 certain certain JJ work_46wmz2hmybd3bp23vpzkxqofpi 377 11 categories category NNS work_46wmz2hmybd3bp23vpzkxqofpi 377 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 377 13 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 377 14 text text NN work_46wmz2hmybd3bp23vpzkxqofpi 377 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 377 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 377 17 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 377 18 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 377 19 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 377 20 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 377 21 Tetlock Tetlock NNP work_46wmz2hmybd3bp23vpzkxqofpi 377 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 377 23 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 377 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 377 25 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 377 26 his -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 377 27 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 377 28 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 377 29 Wall Wall NNP work_46wmz2hmybd3bp23vpzkxqofpi 377 30 Street Street NNP work_46wmz2hmybd3bp23vpzkxqofpi 377 31 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 377 32 columns column NNS work_46wmz2hmybd3bp23vpzkxqofpi 377 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 378 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 378 2 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 378 3 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 378 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 378 5 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 378 6 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 378 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 378 8 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 378 9 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 378 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 378 11 relative relative JJ work_46wmz2hmybd3bp23vpzkxqofpi 378 12 use use NN work_46wmz2hmybd3bp23vpzkxqofpi 378 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 378 14 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 378 15 positive positive JJ work_46wmz2hmybd3bp23vpzkxqofpi 378 16 outlook outlook NN work_46wmz2hmybd3bp23vpzkxqofpi 378 17 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 378 18 versus versus IN work_46wmz2hmybd3bp23vpzkxqofpi 378 19 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 378 20 negative negative JJ work_46wmz2hmybd3bp23vpzkxqofpi 378 21 outlook outlook NN work_46wmz2hmybd3bp23vpzkxqofpi 378 22 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 378 23 words word NNS work_46wmz2hmybd3bp23vpzkxqofpi 378 24 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 378 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 378 26 latest late JJS work_46wmz2hmybd3bp23vpzkxqofpi 378 27 article article NN work_46wmz2hmybd3bp23vpzkxqofpi 378 28 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 378 29 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 378 30 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 378 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 378 32 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 378 33 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 378 34 built build VBN work_46wmz2hmybd3bp23vpzkxqofpi 378 35 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 378 36 in in RP work_46wmz2hmybd3bp23vpzkxqofpi 378 37 dictionaries dictionary NNS work_46wmz2hmybd3bp23vpzkxqofpi 378 38 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 378 39 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 378 40 software software NN work_46wmz2hmybd3bp23vpzkxqofpi 378 41 . . . work_46wmz2hmybd3bp23vpzkxqofpi 379 1 18 18 CD work_46wmz2hmybd3bp23vpzkxqofpi 379 2 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 379 3 main main JJ work_46wmz2hmybd3bp23vpzkxqofpi 379 4 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 379 5 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 379 6 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 379 7 then then RB work_46wmz2hmybd3bp23vpzkxqofpi 379 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 379 9 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 379 10 principal principal JJ work_46wmz2hmybd3bp23vpzkxqofpi 379 11 component component NN work_46wmz2hmybd3bp23vpzkxqofpi 379 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 379 13 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 379 14 three three CD work_46wmz2hmybd3bp23vpzkxqofpi 379 15 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 379 16 proxies proxy NNS work_46wmz2hmybd3bp23vpzkxqofpi 379 17 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 379 18 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 379 19 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 379 20 positive positive JJ work_46wmz2hmybd3bp23vpzkxqofpi 379 21 pairwise pairwise NN work_46wmz2hmybd3bp23vpzkxqofpi 379 22 correlations correlation NNS work_46wmz2hmybd3bp23vpzkxqofpi 379 23 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 379 24 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 379 25 0.3 0.3 CD work_46wmz2hmybd3bp23vpzkxqofpi 379 26 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 379 27 0.4 0.4 CD work_46wmz2hmybd3bp23vpzkxqofpi 379 28 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 379 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 380 1 Applying apply VBG work_46wmz2hmybd3bp23vpzkxqofpi 380 2 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 380 3 principal principal JJ work_46wmz2hmybd3bp23vpzkxqofpi 380 4 components component NNS work_46wmz2hmybd3bp23vpzkxqofpi 380 5 procedure procedure NN work_46wmz2hmybd3bp23vpzkxqofpi 380 6 reduces reduce VBZ work_46wmz2hmybd3bp23vpzkxqofpi 380 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 380 8 idiosyncratic idiosyncratic JJ work_46wmz2hmybd3bp23vpzkxqofpi 380 9 noise noise NN work_46wmz2hmybd3bp23vpzkxqofpi 380 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 380 11 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 380 12 individual individual JJ work_46wmz2hmybd3bp23vpzkxqofpi 380 13 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 380 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 380 15 Baker Baker NNP work_46wmz2hmybd3bp23vpzkxqofpi 380 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 380 17 Wurgler Wurgler NNP work_46wmz2hmybd3bp23vpzkxqofpi 380 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 380 19 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 380 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 380 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 381 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 381 2 show show VBP work_46wmz2hmybd3bp23vpzkxqofpi 381 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 381 4 evolution evolution NN work_46wmz2hmybd3bp23vpzkxqofpi 381 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 381 6 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 381 7 standardized standardized JJ work_46wmz2hmybd3bp23vpzkxqofpi 381 8 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 381 9 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 381 10 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 381 11 1980 1980 CD work_46wmz2hmybd3bp23vpzkxqofpi 381 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 381 13 Figure Figure NNP work_46wmz2hmybd3bp23vpzkxqofpi 381 14 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 381 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 382 1 Sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 382 2 was be VBD work_46wmz2hmybd3bp23vpzkxqofpi 382 3 negative negative JJ work_46wmz2hmybd3bp23vpzkxqofpi 382 4 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 382 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 382 6 early early JJ work_46wmz2hmybd3bp23vpzkxqofpi 382 7 1980s 1980s CD work_46wmz2hmybd3bp23vpzkxqofpi 382 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 382 9 1990s 1990 NNS work_46wmz2hmybd3bp23vpzkxqofpi 382 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 382 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 382 12 2000s 2000 NNS work_46wmz2hmybd3bp23vpzkxqofpi 382 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 382 14 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 382 15 generally generally RB work_46wmz2hmybd3bp23vpzkxqofpi 382 16 positive positive JJ work_46wmz2hmybd3bp23vpzkxqofpi 382 17 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 382 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 382 19 second second JJ work_46wmz2hmybd3bp23vpzkxqofpi 382 20 half half NN work_46wmz2hmybd3bp23vpzkxqofpi 382 21 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 382 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 382 23 1980s 1980 NNS work_46wmz2hmybd3bp23vpzkxqofpi 382 24 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 382 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 382 26 mid-2000s mid-2000 NNS work_46wmz2hmybd3bp23vpzkxqofpi 382 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 383 1 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 383 2 Insert Insert NNP work_46wmz2hmybd3bp23vpzkxqofpi 383 3 Figure Figure NNP work_46wmz2hmybd3bp23vpzkxqofpi 383 4 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 383 5 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 383 6 here here RB work_46wmz2hmybd3bp23vpzkxqofpi 383 7 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 383 8 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 383 9 column column NN work_46wmz2hmybd3bp23vpzkxqofpi 383 10 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 383 11 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 383 12 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 383 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 383 14 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 383 15 6 6 CD work_46wmz2hmybd3bp23vpzkxqofpi 383 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 383 17 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 383 18 regress regress VBP work_46wmz2hmybd3bp23vpzkxqofpi 383 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 383 20 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 383 21 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 383 22 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 383 23 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 383 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 383 25 lagged lag VBN work_46wmz2hmybd3bp23vpzkxqofpi 383 26 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 383 27 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 383 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 383 29 controlling control VBG work_46wmz2hmybd3bp23vpzkxqofpi 383 30 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 383 31 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 383 32 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 383 33 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 383 34 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 383 35 lagged lag VBN work_46wmz2hmybd3bp23vpzkxqofpi 383 36 global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 383 37 equity equity NN work_46wmz2hmybd3bp23vpzkxqofpi 383 38 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 383 39 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 383 40 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 383 41 lagged lag VBN work_46wmz2hmybd3bp23vpzkxqofpi 383 42 consumer consumer NN work_46wmz2hmybd3bp23vpzkxqofpi 383 43 confidence confidence NN work_46wmz2hmybd3bp23vpzkxqofpi 383 44 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 383 45 , , , work_46wmz2hmybd3bp23vpzkxqofpi 383 46 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 383 47 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 383 48 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 383 49 1981 1981 CD work_46wmz2hmybd3bp23vpzkxqofpi 383 50 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 383 51 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 383 52 . . . work_46wmz2hmybd3bp23vpzkxqofpi 384 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 384 2 lagged lag VBN work_46wmz2hmybd3bp23vpzkxqofpi 384 3 stock stock NN work_46wmz2hmybd3bp23vpzkxqofpi 384 4 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 384 5 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 384 6 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 384 7 still still RB work_46wmz2hmybd3bp23vpzkxqofpi 384 8 positive positive JJ work_46wmz2hmybd3bp23vpzkxqofpi 384 9 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 384 10 loses lose VBZ work_46wmz2hmybd3bp23vpzkxqofpi 384 11 significance significance NN work_46wmz2hmybd3bp23vpzkxqofpi 384 12 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 384 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 384 14 traditional traditional JJ work_46wmz2hmybd3bp23vpzkxqofpi 384 15 levels level NNS work_46wmz2hmybd3bp23vpzkxqofpi 384 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 385 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 385 2 line line NN work_46wmz2hmybd3bp23vpzkxqofpi 385 3 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 385 4 expectations expectation NNS work_46wmz2hmybd3bp23vpzkxqofpi 385 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 385 6 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 385 7 find find VBP work_46wmz2hmybd3bp23vpzkxqofpi 385 8 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 385 9 positive positive JJ work_46wmz2hmybd3bp23vpzkxqofpi 385 10 impact impact NN work_46wmz2hmybd3bp23vpzkxqofpi 385 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 385 12 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 385 13 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 385 14 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 385 15 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 385 16 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 385 17 statistically statistically RB work_46wmz2hmybd3bp23vpzkxqofpi 385 18 significant significant JJ work_46wmz2hmybd3bp23vpzkxqofpi 385 19 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 385 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 385 21 0.05 0.05 CD work_46wmz2hmybd3bp23vpzkxqofpi 385 22 level level NN work_46wmz2hmybd3bp23vpzkxqofpi 385 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 386 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 386 2 strongly strongly RB work_46wmz2hmybd3bp23vpzkxqofpi 386 3 suggests suggest VBZ work_46wmz2hmybd3bp23vpzkxqofpi 386 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 386 5 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 386 6 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 386 7 varying vary VBG work_46wmz2hmybd3bp23vpzkxqofpi 386 8 optimism optimism NN work_46wmz2hmybd3bp23vpzkxqofpi 386 9 about about IN work_46wmz2hmybd3bp23vpzkxqofpi 386 10 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 386 11 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 386 12 impacts impact VBZ work_46wmz2hmybd3bp23vpzkxqofpi 386 13 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 386 14 pricing pricing NN work_46wmz2hmybd3bp23vpzkxqofpi 386 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 387 1 Unreported unreported JJ work_46wmz2hmybd3bp23vpzkxqofpi 387 2 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 387 3 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 387 4 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 387 5 Pop Pop NNP work_46wmz2hmybd3bp23vpzkxqofpi 387 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 387 7 Minimalism Minimalism NNP work_46wmz2hmybd3bp23vpzkxqofpi 387 8 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 387 9 Contemporary Contemporary NNP work_46wmz2hmybd3bp23vpzkxqofpi 387 10 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 387 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 387 12 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 387 13 may may MD work_46wmz2hmybd3bp23vpzkxqofpi 387 14 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 387 15 harder hard JJR work_46wmz2hmybd3bp23vpzkxqofpi 387 16 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 387 17 value value VB work_46wmz2hmybd3bp23vpzkxqofpi 387 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 387 19 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 387 20 more more RBR work_46wmz2hmybd3bp23vpzkxqofpi 387 21 sensitive sensitive JJ work_46wmz2hmybd3bp23vpzkxqofpi 387 22 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 387 23 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 387 24 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 387 25 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 387 26 buyer buyer NN work_46wmz2hmybd3bp23vpzkxqofpi 387 27 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 387 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 388 1 VII VII NNP work_46wmz2hmybd3bp23vpzkxqofpi 388 2 . . . work_46wmz2hmybd3bp23vpzkxqofpi 389 1 Conclusion conclusion NN work_46wmz2hmybd3bp23vpzkxqofpi 389 2 Many many JJ work_46wmz2hmybd3bp23vpzkxqofpi 389 3 collectors collector NNS work_46wmz2hmybd3bp23vpzkxqofpi 389 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 389 5 acutely acutely RB work_46wmz2hmybd3bp23vpzkxqofpi 389 6 attuned attune VBN work_46wmz2hmybd3bp23vpzkxqofpi 389 7 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 389 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 389 9 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 389 10 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 389 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 389 12 their -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 389 13 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 389 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 389 15 Burton Burton NNP work_46wmz2hmybd3bp23vpzkxqofpi 389 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 389 17 Jacobsen Jacobsen NNP work_46wmz2hmybd3bp23vpzkxqofpi 389 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 389 19 1999 1999 CD work_46wmz2hmybd3bp23vpzkxqofpi 389 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 389 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 390 1 Moreover moreover RB work_46wmz2hmybd3bp23vpzkxqofpi 390 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 390 3 investors investor NNS work_46wmz2hmybd3bp23vpzkxqofpi 390 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 390 5 increasingly increasingly RB work_46wmz2hmybd3bp23vpzkxqofpi 390 6 turning turn VBG work_46wmz2hmybd3bp23vpzkxqofpi 390 7 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 390 8 collectibles collectible NNS work_46wmz2hmybd3bp23vpzkxqofpi 390 9 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 390 10 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 390 11 diversify diversify VB work_46wmz2hmybd3bp23vpzkxqofpi 390 12 their -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 390 13 portfolios portfolio NNS work_46wmz2hmybd3bp23vpzkxqofpi 390 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 391 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 391 2 underlines underline VBZ work_46wmz2hmybd3bp23vpzkxqofpi 391 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 391 4 importance importance NN work_46wmz2hmybd3bp23vpzkxqofpi 391 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 391 6 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 391 7 accurate accurate JJ work_46wmz2hmybd3bp23vpzkxqofpi 391 8 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 391 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 391 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 391 11 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 391 12 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 391 13 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 391 14 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 391 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 392 1 Therefore therefore RB work_46wmz2hmybd3bp23vpzkxqofpi 392 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 392 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 392 4 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 392 5 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 392 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 392 7 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 392 8 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 392 9 investigated investigate VBN work_46wmz2hmybd3bp23vpzkxqofpi 392 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 392 11 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 392 12 determinants determinant NNS work_46wmz2hmybd3bp23vpzkxqofpi 392 13 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 392 14 historical historical JJ work_46wmz2hmybd3bp23vpzkxqofpi 392 15 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 392 16 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 392 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 392 18 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 392 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 392 20 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 392 21 applying apply VBG work_46wmz2hmybd3bp23vpzkxqofpi 392 22 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 392 23 extensive extensive JJ work_46wmz2hmybd3bp23vpzkxqofpi 392 24 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 392 25 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 392 26 framework framework NN work_46wmz2hmybd3bp23vpzkxqofpi 392 27 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 392 28 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 392 29 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 392 30 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 392 31 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 392 32 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 392 33 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 392 34 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 392 35 million million CD work_46wmz2hmybd3bp23vpzkxqofpi 392 36 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 392 37 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 392 38 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 392 39 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 392 40 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 392 41 . . . work_46wmz2hmybd3bp23vpzkxqofpi 393 1 Our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 393 2 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 393 3 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 393 4 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 393 5 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 393 6 indicates indicate VBZ work_46wmz2hmybd3bp23vpzkxqofpi 393 7 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 393 8 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 393 9 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 393 10 have have VBP work_46wmz2hmybd3bp23vpzkxqofpi 393 11 increased increase VBN work_46wmz2hmybd3bp23vpzkxqofpi 393 12 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 393 13 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 393 14 moderate moderate JJ work_46wmz2hmybd3bp23vpzkxqofpi 393 15 3.97 3.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 393 16 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 393 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 393 18 annually annually RB work_46wmz2hmybd3bp23vpzkxqofpi 393 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 393 20 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 393 21 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 393 22 USD usd NN work_46wmz2hmybd3bp23vpzkxqofpi 393 23 terms term NNS work_46wmz2hmybd3bp23vpzkxqofpi 393 24 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 393 25 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 393 26 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 393 27 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 393 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 394 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 394 2 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 394 3 estimate estimate NN work_46wmz2hmybd3bp23vpzkxqofpi 394 4 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 394 5 lower low JJR work_46wmz2hmybd3bp23vpzkxqofpi 394 6 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 394 7 that that DT work_46wmz2hmybd3bp23vpzkxqofpi 394 8 reported report VBN work_46wmz2hmybd3bp23vpzkxqofpi 394 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 394 10 previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 394 11 papers paper NNS work_46wmz2hmybd3bp23vpzkxqofpi 394 12 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 394 13 used use VBD work_46wmz2hmybd3bp23vpzkxqofpi 394 14 smaller small JJR work_46wmz2hmybd3bp23vpzkxqofpi 394 15 samples sample NNS work_46wmz2hmybd3bp23vpzkxqofpi 394 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 394 17 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 394 18 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 394 19 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 394 20 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 394 21 sold sell VBN work_46wmz2hmybd3bp23vpzkxqofpi 394 22 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 394 23 top top JJ work_46wmz2hmybd3bp23vpzkxqofpi 394 24 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 394 25 houses house NNS work_46wmz2hmybd3bp23vpzkxqofpi 394 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 395 1 During during IN work_46wmz2hmybd3bp23vpzkxqofpi 395 2 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 395 3 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 395 4 booms boom NNS work_46wmz2hmybd3bp23vpzkxqofpi 395 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 395 6 however however RB work_46wmz2hmybd3bp23vpzkxqofpi 395 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 395 8 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 395 9 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 395 10 skyrocket skyrocket VB work_46wmz2hmybd3bp23vpzkxqofpi 395 11 . . . work_46wmz2hmybd3bp23vpzkxqofpi 396 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 396 2 example example NN work_46wmz2hmybd3bp23vpzkxqofpi 396 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 396 4 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 396 5 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 396 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 396 7 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 396 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 396 9 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 396 10 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 396 11 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 396 12 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 396 13 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 396 14 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 396 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 396 16 13.65 13.65 CD work_46wmz2hmybd3bp23vpzkxqofpi 396 17 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 396 18 per per IN work_46wmz2hmybd3bp23vpzkxqofpi 396 19 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 396 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 397 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 397 2 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 397 3 document document VBP work_46wmz2hmybd3bp23vpzkxqofpi 397 4 larger large JJR work_46wmz2hmybd3bp23vpzkxqofpi 397 5 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 397 6 appreciations appreciation NNS work_46wmz2hmybd3bp23vpzkxqofpi 397 7 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 397 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 397 9 upper upper JJ work_46wmz2hmybd3bp23vpzkxqofpi 397 10 end end NN work_46wmz2hmybd3bp23vpzkxqofpi 397 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 397 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 397 13 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 397 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 397 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 397 16 variation variation NN work_46wmz2hmybd3bp23vpzkxqofpi 397 17 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 397 18 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 397 19 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 397 20 across across IN work_46wmz2hmybd3bp23vpzkxqofpi 397 21 mediums medium NNS work_46wmz2hmybd3bp23vpzkxqofpi 397 22 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 397 23 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 397 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 398 1 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 398 2 general general JJ work_46wmz2hmybd3bp23vpzkxqofpi 398 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 398 4 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 398 5 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 398 6 risk risk NN work_46wmz2hmybd3bp23vpzkxqofpi 398 7 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 398 8 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 398 9 profile profile NN work_46wmz2hmybd3bp23vpzkxqofpi 398 10 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 398 11 much much RB work_46wmz2hmybd3bp23vpzkxqofpi 398 12 less less RBR work_46wmz2hmybd3bp23vpzkxqofpi 398 13 attractive attractive JJ work_46wmz2hmybd3bp23vpzkxqofpi 398 14 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 398 15 that that DT work_46wmz2hmybd3bp23vpzkxqofpi 398 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 398 17 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 398 18 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 398 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 398 20 even even RB work_46wmz2hmybd3bp23vpzkxqofpi 398 21 before before IN work_46wmz2hmybd3bp23vpzkxqofpi 398 22 transaction transaction NN work_46wmz2hmybd3bp23vpzkxqofpi 398 23 costs cost NNS work_46wmz2hmybd3bp23vpzkxqofpi 398 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 399 1 Finally finally RB work_46wmz2hmybd3bp23vpzkxqofpi 399 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 399 3 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 399 4 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 399 5 show show VBP work_46wmz2hmybd3bp23vpzkxqofpi 399 6 that that IN work_46wmz2hmybd3bp23vpzkxqofpi 399 7 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 399 8 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 399 9 cycles cycle NNS work_46wmz2hmybd3bp23vpzkxqofpi 399 10 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 399 11 determined determine VBN work_46wmz2hmybd3bp23vpzkxqofpi 399 12 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 399 13 both both CC work_46wmz2hmybd3bp23vpzkxqofpi 399 14 luxury luxury NN work_46wmz2hmybd3bp23vpzkxqofpi 399 15 consumption consumption NN work_46wmz2hmybd3bp23vpzkxqofpi 399 16 demand demand NN work_46wmz2hmybd3bp23vpzkxqofpi 399 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 399 18 variation variation NN work_46wmz2hmybd3bp23vpzkxqofpi 399 19 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 399 20 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 399 21 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 399 22 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 399 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 400 1 Appendix Appendix NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 2 A A NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 3 – – : work_46wmz2hmybd3bp23vpzkxqofpi 400 4 Compilation compilation NN work_46wmz2hmybd3bp23vpzkxqofpi 400 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 400 6 list list NN work_46wmz2hmybd3bp23vpzkxqofpi 400 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 400 8 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 400 9 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 400 10 start start VBP work_46wmz2hmybd3bp23vpzkxqofpi 400 11 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 400 12 consulting consult VBG work_46wmz2hmybd3bp23vpzkxqofpi 400 13 Grove Grove NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 14 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 15 Online online RB work_46wmz2hmybd3bp23vpzkxqofpi 400 16 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 400 17 http://www.oxfordartonline.com http://www.oxfordartonline.com ADD work_46wmz2hmybd3bp23vpzkxqofpi 400 18 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 400 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 400 20 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 400 21 database database NN work_46wmz2hmybd3bp23vpzkxqofpi 400 22 published publish VBN work_46wmz2hmybd3bp23vpzkxqofpi 400 23 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 400 24 Oxford Oxford NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 25 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 26 Press Press NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 27 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 400 28 contains contain VBZ work_46wmz2hmybd3bp23vpzkxqofpi 400 29 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 400 30 articles article NNS work_46wmz2hmybd3bp23vpzkxqofpi 400 31 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 400 32 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 400 33 34-volume 34-volume CD work_46wmz2hmybd3bp23vpzkxqofpi 400 34 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 400 35 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 400 36 Dictionary Dictionary NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 37 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 400 38 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 39 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 400 40 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 400 41 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 400 42 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 400 43 as as RB work_46wmz2hmybd3bp23vpzkxqofpi 400 44 well well RB work_46wmz2hmybd3bp23vpzkxqofpi 400 45 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 400 46 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 400 47 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 400 48 Oxford Oxford NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 49 Companion Companion NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 50 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 400 51 Western Western NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 52 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 400 53 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 400 54 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 400 55 2001 2001 CD work_46wmz2hmybd3bp23vpzkxqofpi 400 56 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 400 57 . . . work_46wmz2hmybd3bp23vpzkxqofpi 401 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 401 2 select select VBP work_46wmz2hmybd3bp23vpzkxqofpi 401 3 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 401 4 9,775 9,775 CD work_46wmz2hmybd3bp23vpzkxqofpi 401 5 individual individual JJ work_46wmz2hmybd3bp23vpzkxqofpi 401 6 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 401 7 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 401 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 401 9 categories category NNS work_46wmz2hmybd3bp23vpzkxqofpi 401 10 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 401 11 graphic graphic JJ work_46wmz2hmybd3bp23vpzkxqofpi 401 12 arts art NNS work_46wmz2hmybd3bp23vpzkxqofpi 401 13 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 401 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 401 15 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 401 16 painting paint VBG work_46wmz2hmybd3bp23vpzkxqofpi 401 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 401 18 drawing drawing NN work_46wmz2hmybd3bp23vpzkxqofpi 401 19 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 401 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 401 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 401 22 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 401 23 printmaking printmake VBG work_46wmz2hmybd3bp23vpzkxqofpi 401 24 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 401 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 402 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 402 2 subsequently subsequently RB work_46wmz2hmybd3bp23vpzkxqofpi 402 3 expand expand VBP work_46wmz2hmybd3bp23vpzkxqofpi 402 4 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 402 5 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 402 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 402 7 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 402 8 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 402 9 means mean NNS work_46wmz2hmybd3bp23vpzkxqofpi 402 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 402 11 another another DT work_46wmz2hmybd3bp23vpzkxqofpi 402 12 online online JJ work_46wmz2hmybd3bp23vpzkxqofpi 402 13 database database NN work_46wmz2hmybd3bp23vpzkxqofpi 402 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 402 15 Artcyclopedia Artcyclopedia NNP work_46wmz2hmybd3bp23vpzkxqofpi 402 16 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 402 17 http://www.artcyclopedia.com http://www.artcyclopedia.com ADD work_46wmz2hmybd3bp23vpzkxqofpi 402 18 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 402 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 403 1 This this DT work_46wmz2hmybd3bp23vpzkxqofpi 403 2 raises raise VBZ work_46wmz2hmybd3bp23vpzkxqofpi 403 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 403 4 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 403 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 403 6 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 403 7 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 403 8 10,211 10,211 CD work_46wmz2hmybd3bp23vpzkxqofpi 403 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 404 1 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 404 2 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 404 3 then then RB work_46wmz2hmybd3bp23vpzkxqofpi 404 4 compose compose VBD work_46wmz2hmybd3bp23vpzkxqofpi 404 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 404 6 list list NN work_46wmz2hmybd3bp23vpzkxqofpi 404 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 404 8 thirteen thirteen CD work_46wmz2hmybd3bp23vpzkxqofpi 404 9 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 404 10 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 404 11 : : : work_46wmz2hmybd3bp23vpzkxqofpi 404 12 Medieval Medieval NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 13 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 404 14 Renaissance Renaissance NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 15 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 16 Baroque Baroque NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 17 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 18 Rococo Rococo NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 19 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 20 Neoclassicism Neoclassicism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 21 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 22 Romanticism romanticism NN work_46wmz2hmybd3bp23vpzkxqofpi 404 23 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 24 Realism realism NN work_46wmz2hmybd3bp23vpzkxqofpi 404 25 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 26 Impressionism Impressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 27 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 404 28 Symbolism Symbolism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 29 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 30 Fauvism Fauvism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 31 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 404 32 Expressionism Expressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 33 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 34 Cubism Cubism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 404 36 Futurism Futurism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 37 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 404 38 Constructivism Constructivism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 39 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 40 Dada Dada NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 41 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 404 42 Surrealism Surrealism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 43 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 44 Abstract Abstract NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 45 Expressionism Expressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 46 ; ; , work_46wmz2hmybd3bp23vpzkxqofpi 404 47 Pop pop NN work_46wmz2hmybd3bp23vpzkxqofpi 404 48 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 404 49 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 404 50 Minimalism Minimalism NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 51 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 404 52 Contemporary Contemporary NNP work_46wmz2hmybd3bp23vpzkxqofpi 404 53 . . . work_46wmz2hmybd3bp23vpzkxqofpi 405 1 When when WRB work_46wmz2hmybd3bp23vpzkxqofpi 405 2 possible possible JJ work_46wmz2hmybd3bp23vpzkxqofpi 405 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 405 4 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 405 5 classify classify VBP work_46wmz2hmybd3bp23vpzkxqofpi 405 6 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 405 7 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 405 8 into into IN work_46wmz2hmybd3bp23vpzkxqofpi 405 9 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 405 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 405 11 these these DT work_46wmz2hmybd3bp23vpzkxqofpi 405 12 categories category NNS work_46wmz2hmybd3bp23vpzkxqofpi 405 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 405 14 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 405 15 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 405 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 405 17 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 405 18 Styles Styles NNPS work_46wmz2hmybd3bp23vpzkxqofpi 405 19 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 405 20 Cultures Cultures NNPS work_46wmz2hmybd3bp23vpzkxqofpi 405 21 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 405 22 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 405 23 Grove Grove NNP work_46wmz2hmybd3bp23vpzkxqofpi 405 24 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 405 25 Online Online NNP work_46wmz2hmybd3bp23vpzkxqofpi 405 26 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 405 27 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 405 28 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 405 29 Movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 405 30 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 405 31 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 405 32 Artcyclopedia Artcyclopedia NNP work_46wmz2hmybd3bp23vpzkxqofpi 405 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 406 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 406 2 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 406 3 put put VB work_46wmz2hmybd3bp23vpzkxqofpi 406 4 4,132 4,132 CD work_46wmz2hmybd3bp23vpzkxqofpi 406 5 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 406 6 into into IN work_46wmz2hmybd3bp23vpzkxqofpi 406 7 at at RB work_46wmz2hmybd3bp23vpzkxqofpi 406 8 least least RBS work_46wmz2hmybd3bp23vpzkxqofpi 406 9 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 406 10 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 406 11 movement movement NN work_46wmz2hmybd3bp23vpzkxqofpi 406 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 407 1 Next next RB work_46wmz2hmybd3bp23vpzkxqofpi 407 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 407 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 407 4 expand expand VBP work_46wmz2hmybd3bp23vpzkxqofpi 407 5 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 407 6 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 407 7 set set VBN work_46wmz2hmybd3bp23vpzkxqofpi 407 8 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 407 9 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 407 10 more more JJR work_46wmz2hmybd3bp23vpzkxqofpi 407 11 ways way NNS work_46wmz2hmybd3bp23vpzkxqofpi 407 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 407 13 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 407 14 correct correct VB work_46wmz2hmybd3bp23vpzkxqofpi 407 15 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 407 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 407 17 possible possible JJ work_46wmz2hmybd3bp23vpzkxqofpi 407 18 underrepresentation underrepresentation NN work_46wmz2hmybd3bp23vpzkxqofpi 407 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 407 20 modern modern JJ work_46wmz2hmybd3bp23vpzkxqofpi 407 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 407 22 contemporary contemporary JJ work_46wmz2hmybd3bp23vpzkxqofpi 407 23 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 407 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 408 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 408 2 compare compare VBP work_46wmz2hmybd3bp23vpzkxqofpi 408 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 408 4 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 408 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 408 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 408 7 influential influential JJ work_46wmz2hmybd3bp23vpzkxqofpi 408 8 book book NN work_46wmz2hmybd3bp23vpzkxqofpi 408 9 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 408 10 Modern modern JJ work_46wmz2hmybd3bp23vpzkxqofpi 408 11 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 408 12 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 408 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 408 14 Britt Britt NNP work_46wmz2hmybd3bp23vpzkxqofpi 408 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 408 16 1989 1989 CD work_46wmz2hmybd3bp23vpzkxqofpi 408 17 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 408 18 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 408 19 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 408 20 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 408 21 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 408 22 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 408 23 add add VB work_46wmz2hmybd3bp23vpzkxqofpi 408 24 62 62 CD work_46wmz2hmybd3bp23vpzkxqofpi 408 25 modern modern JJ work_46wmz2hmybd3bp23vpzkxqofpi 408 26 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 408 27 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 408 28 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 408 29 list list NN work_46wmz2hmybd3bp23vpzkxqofpi 408 30 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 408 31 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 408 32 classification classification NN work_46wmz2hmybd3bp23vpzkxqofpi 408 33 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 408 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 409 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 409 2 book book NN work_46wmz2hmybd3bp23vpzkxqofpi 409 3 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 409 4 enables enable VBZ work_46wmz2hmybd3bp23vpzkxqofpi 409 5 us -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 409 6 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 409 7 assign assign VB work_46wmz2hmybd3bp23vpzkxqofpi 409 8 another another DT work_46wmz2hmybd3bp23vpzkxqofpi 409 9 87 87 CD work_46wmz2hmybd3bp23vpzkxqofpi 409 10 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 409 11 not not RB work_46wmz2hmybd3bp23vpzkxqofpi 409 12 yet yet RB work_46wmz2hmybd3bp23vpzkxqofpi 409 13 classified classify VBN work_46wmz2hmybd3bp23vpzkxqofpi 409 14 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 409 15 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 409 16 specific specific JJ work_46wmz2hmybd3bp23vpzkxqofpi 409 17 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 409 18 movement movement NN work_46wmz2hmybd3bp23vpzkxqofpi 409 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 410 1 Next next RB work_46wmz2hmybd3bp23vpzkxqofpi 410 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 410 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 410 4 order order NN work_46wmz2hmybd3bp23vpzkxqofpi 410 5 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 410 6 have have VB work_46wmz2hmybd3bp23vpzkxqofpi 410 7 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 410 8 representative representative NN work_46wmz2hmybd3bp23vpzkxqofpi 410 9 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 410 10 up up RB work_46wmz2hmybd3bp23vpzkxqofpi 410 11 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 410 12 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 410 13 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 410 14 date date NN work_46wmz2hmybd3bp23vpzkxqofpi 410 15 sample sample NN work_46wmz2hmybd3bp23vpzkxqofpi 410 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 410 17 contemporary contemporary JJ work_46wmz2hmybd3bp23vpzkxqofpi 410 18 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 410 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 410 20 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 410 21 consult consult VBP work_46wmz2hmybd3bp23vpzkxqofpi 410 22 Wikipedia Wikipedia NNP work_46wmz2hmybd3bp23vpzkxqofpi 410 23 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 410 24 http://en.wikipedia.org/wiki/List_of_contemporary_artists http://en.wikipedia.org/wiki/list_of_contemporary_artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 410 25 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 410 26 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 410 27 April April NNP work_46wmz2hmybd3bp23vpzkxqofpi 410 28 2008 2008 CD work_46wmz2hmybd3bp23vpzkxqofpi 410 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 411 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 411 2 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 411 3 add add VB work_46wmz2hmybd3bp23vpzkxqofpi 411 4 169 169 CD work_46wmz2hmybd3bp23vpzkxqofpi 411 5 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 411 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 411 7 bringing bring VBG work_46wmz2hmybd3bp23vpzkxqofpi 411 8 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 411 9 list list NN work_46wmz2hmybd3bp23vpzkxqofpi 411 10 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 411 11 10,442 10,442 CD work_46wmz2hmybd3bp23vpzkxqofpi 411 12 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 411 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 411 14 total total NN work_46wmz2hmybd3bp23vpzkxqofpi 411 15 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 411 16 40 40 CD work_46wmz2hmybd3bp23vpzkxqofpi 411 17 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 411 18 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 411 19 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 411 20 now now RB work_46wmz2hmybd3bp23vpzkxqofpi 411 21 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 411 22 classified classify VBN work_46wmz2hmybd3bp23vpzkxqofpi 411 23 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 411 24 Minimalism Minimalism NNP work_46wmz2hmybd3bp23vpzkxqofpi 411 25 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 411 26 Contemporary Contemporary NNP work_46wmz2hmybd3bp23vpzkxqofpi 411 27 . . . work_46wmz2hmybd3bp23vpzkxqofpi 412 1 Finally finally RB work_46wmz2hmybd3bp23vpzkxqofpi 412 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 412 3 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 412 4 check check VBP work_46wmz2hmybd3bp23vpzkxqofpi 412 5 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 412 6 pseudonyms pseudonyms NN work_46wmz2hmybd3bp23vpzkxqofpi 412 7 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 412 8 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 412 9 spellings spelling NNS work_46wmz2hmybd3bp23vpzkxqofpi 412 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 412 11 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 412 12 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 412 13 ’ ’ POS work_46wmz2hmybd3bp23vpzkxqofpi 412 14 names name NNS work_46wmz2hmybd3bp23vpzkxqofpi 412 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 413 1 Appendix Appendix NNP work_46wmz2hmybd3bp23vpzkxqofpi 413 2 B B NNP work_46wmz2hmybd3bp23vpzkxqofpi 413 3 – – : work_46wmz2hmybd3bp23vpzkxqofpi 413 4 Titles title NNS work_46wmz2hmybd3bp23vpzkxqofpi 413 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 413 6 topics topic NNS work_46wmz2hmybd3bp23vpzkxqofpi 413 7 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 413 8 use use VBP work_46wmz2hmybd3bp23vpzkxqofpi 413 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 413 10 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 413 11 word(s word(s NN work_46wmz2hmybd3bp23vpzkxqofpi 413 12 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 413 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 413 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 413 15 title title NN work_46wmz2hmybd3bp23vpzkxqofpi 413 16 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 413 17 classify classify VB work_46wmz2hmybd3bp23vpzkxqofpi 413 18 works work NNS work_46wmz2hmybd3bp23vpzkxqofpi 413 19 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 413 20 topic topic JJ work_46wmz2hmybd3bp23vpzkxqofpi 413 21 categories category NNS work_46wmz2hmybd3bp23vpzkxqofpi 413 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 414 1 Most Most JJS work_46wmz2hmybd3bp23vpzkxqofpi 414 2 titles title NNS work_46wmz2hmybd3bp23vpzkxqofpi 414 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 414 4 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 414 5 database database NN work_46wmz2hmybd3bp23vpzkxqofpi 414 6 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 414 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 414 8 English English NNP work_46wmz2hmybd3bp23vpzkxqofpi 414 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 414 10 but but CC work_46wmz2hmybd3bp23vpzkxqofpi 414 11 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 414 12 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 414 13 include include VBP work_46wmz2hmybd3bp23vpzkxqofpi 414 14 French french JJ work_46wmz2hmybd3bp23vpzkxqofpi 414 15 keywords keyword NNS work_46wmz2hmybd3bp23vpzkxqofpi 414 16 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 414 17 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 414 18 analysis analysis NN work_46wmz2hmybd3bp23vpzkxqofpi 414 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 415 1 We -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 415 2 avoid avoid VBP work_46wmz2hmybd3bp23vpzkxqofpi 415 3 search search NN work_46wmz2hmybd3bp23vpzkxqofpi 415 4 strings string NNS work_46wmz2hmybd3bp23vpzkxqofpi 415 5 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 415 6 can can MD work_46wmz2hmybd3bp23vpzkxqofpi 415 7 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 415 8 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 415 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 415 10 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 415 11 contexts contexts NN work_46wmz2hmybd3bp23vpzkxqofpi 415 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 416 1 Sometimes sometimes RB work_46wmz2hmybd3bp23vpzkxqofpi 416 2 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 416 3 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 416 4 search search VBP work_46wmz2hmybd3bp23vpzkxqofpi 416 5 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 416 6 titles title NNS work_46wmz2hmybd3bp23vpzkxqofpi 416 7 no no RB work_46wmz2hmybd3bp23vpzkxqofpi 416 8 longer longer RB work_46wmz2hmybd3bp23vpzkxqofpi 416 9 than than IN work_46wmz2hmybd3bp23vpzkxqofpi 416 10 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 416 11 word word NN work_46wmz2hmybd3bp23vpzkxqofpi 416 12 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 416 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 416 14 which which WDT work_46wmz2hmybd3bp23vpzkxqofpi 416 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 416 16 word word NN work_46wmz2hmybd3bp23vpzkxqofpi 416 17 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 416 18 followed follow VBN work_46wmz2hmybd3bp23vpzkxqofpi 416 19 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 416 20 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 416 21 space space NN work_46wmz2hmybd3bp23vpzkxqofpi 416 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 416 23 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 416 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 416 25 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 416 26 cat cat NNP work_46wmz2hmybd3bp23vpzkxqofpi 416 27 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 416 28 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 416 29 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 416 30 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 416 31 avoid avoid VB work_46wmz2hmybd3bp23vpzkxqofpi 416 32 misclassifications misclassification NNS work_46wmz2hmybd3bp23vpzkxqofpi 416 33 due due JJ work_46wmz2hmybd3bp23vpzkxqofpi 416 34 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 416 35 longer long JJR work_46wmz2hmybd3bp23vpzkxqofpi 416 36 words word NNS work_46wmz2hmybd3bp23vpzkxqofpi 416 37 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 416 38 identical identical JJ work_46wmz2hmybd3bp23vpzkxqofpi 416 39 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 416 40 characters character NNS work_46wmz2hmybd3bp23vpzkxqofpi 416 41 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 416 42 e.g. e.g. RB work_46wmz2hmybd3bp23vpzkxqofpi 416 43 , , , work_46wmz2hmybd3bp23vpzkxqofpi 416 44 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 416 45 catholic catholic JJ work_46wmz2hmybd3bp23vpzkxqofpi 416 46 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 416 47 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 416 48 . . . work_46wmz2hmybd3bp23vpzkxqofpi 417 1 These these DT work_46wmz2hmybd3bp23vpzkxqofpi 417 2 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 417 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 417 4 topic topic JJ work_46wmz2hmybd3bp23vpzkxqofpi 417 5 categories category NNS work_46wmz2hmybd3bp23vpzkxqofpi 417 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 7 along along IN work_46wmz2hmybd3bp23vpzkxqofpi 417 8 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 417 9 their -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 417 10 search search NN work_46wmz2hmybd3bp23vpzkxqofpi 417 11 strings string NNS work_46wmz2hmybd3bp23vpzkxqofpi 417 12 : : : work_46wmz2hmybd3bp23vpzkxqofpi 417 13 ABSTRACT ABSTRACT NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 15 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 16 abstract abstract JJ work_46wmz2hmybd3bp23vpzkxqofpi 417 17 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 19 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 20 composition composition NN work_46wmz2hmybd3bp23vpzkxqofpi 417 21 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 24 ANIMALS ANIMALS NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 25 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 26 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 27 horse horse NN work_46wmz2hmybd3bp23vpzkxqofpi 417 28 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 30 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 31 cheval cheval NN work_46wmz2hmybd3bp23vpzkxqofpi 417 32 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 34 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 35 chevaux chevaux JJ work_46wmz2hmybd3bp23vpzkxqofpi 417 36 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 37 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 38 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 39 cow cow NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 40 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 41 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 42 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 43 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 44 cows cow NNS work_46wmz2hmybd3bp23vpzkxqofpi 417 45 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 46 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 47 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 48 vache vache NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 49 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 50 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 51 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 52 cattle cattle NNS work_46wmz2hmybd3bp23vpzkxqofpi 417 53 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 54 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 55 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 56 cat cat NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 57 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 58 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 59 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 60 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 61 cats cat NNS work_46wmz2hmybd3bp23vpzkxqofpi 417 62 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 63 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 64 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 65 chat chat NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 66 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 67 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 68 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 69 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 70 dog dog NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 71 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 72 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 73 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 74 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 75 dogs dog NNS work_46wmz2hmybd3bp23vpzkxqofpi 417 76 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 77 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 78 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 79 chien chien NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 80 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 81 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 82 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 83 sheep sheep NN work_46wmz2hmybd3bp23vpzkxqofpi 417 84 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 85 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 86 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 87 mouton mouton NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 88 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 89 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 90 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 91 bird bird NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 92 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 93 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 94 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 95 oiseau oiseau NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 96 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 97 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 98 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 99 LANDSCAPE LANDSCAPE NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 100 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 101 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 102 landscape landscape NN work_46wmz2hmybd3bp23vpzkxqofpi 417 103 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 104 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 105 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 106 country country NN work_46wmz2hmybd3bp23vpzkxqofpi 417 107 landscape landscape NN work_46wmz2hmybd3bp23vpzkxqofpi 417 108 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 109 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 110 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 111 coastal coastal JJ work_46wmz2hmybd3bp23vpzkxqofpi 417 112 landscape landscape NN work_46wmz2hmybd3bp23vpzkxqofpi 417 113 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 114 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 115 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 116 paysage paysage NN work_46wmz2hmybd3bp23vpzkxqofpi 417 117 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 118 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 119 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 120 seascape seascape NN work_46wmz2hmybd3bp23vpzkxqofpi 417 121 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 122 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 123 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 124 sea sea NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 125 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 126 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 127 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 128 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 129 mer mer NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 130 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 131 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 132 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 133 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 134 mountain mountain NN work_46wmz2hmybd3bp23vpzkxqofpi 417 135 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 136 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 137 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 138 river river NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 139 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 140 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 141 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 142 riviere riviere NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 143 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 144 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 145 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 146 lake lake NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 147 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 148 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 149 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 150 lac lac NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 151 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 152 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 153 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 154 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 155 valley valley NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 156 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 157 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 158 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 159 vallee vallee NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 160 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 161 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 162 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 163 NUDE NUDE NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 164 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 165 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 166 nude nude JJ work_46wmz2hmybd3bp23vpzkxqofpi 417 167 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 168 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 169 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 170 nu nu NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 171 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 172 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 173 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 174 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 175 nue nue NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 176 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 177 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 178 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 179 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 180 PEOPLE PEOPLE NNS work_46wmz2hmybd3bp23vpzkxqofpi 417 181 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 182 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 183 people people NNS work_46wmz2hmybd3bp23vpzkxqofpi 417 184 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 185 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 186 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 187 personnage personnage NN work_46wmz2hmybd3bp23vpzkxqofpi 417 188 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 189 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 190 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 191 family family NN work_46wmz2hmybd3bp23vpzkxqofpi 417 192 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 193 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 194 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 195 famille famille NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 196 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 197 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 198 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 199 boy boy UH work_46wmz2hmybd3bp23vpzkxqofpi 417 200 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 201 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 202 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 203 garcon garcon NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 204 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 205 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 206 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 207 girl girl NN work_46wmz2hmybd3bp23vpzkxqofpi 417 208 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 209 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 210 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 211 fille fille NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 212 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 213 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 214 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 215 man man NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 216 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 217 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 218 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 219 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 220 men man NNS work_46wmz2hmybd3bp23vpzkxqofpi 417 221 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 222 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 223 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 224 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 225 homme homme NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 226 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 227 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 228 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 229 woman woman NN work_46wmz2hmybd3bp23vpzkxqofpi 417 230 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 231 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 232 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 233 women woman NNS work_46wmz2hmybd3bp23vpzkxqofpi 417 234 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 235 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 236 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 237 femme femme NN work_46wmz2hmybd3bp23vpzkxqofpi 417 238 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 239 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 240 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 241 child child NN work_46wmz2hmybd3bp23vpzkxqofpi 417 242 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 243 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 244 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 245 enfant enfant JJ work_46wmz2hmybd3bp23vpzkxqofpi 417 246 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 247 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 248 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 249 couple couple NN work_46wmz2hmybd3bp23vpzkxqofpi 417 250 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 251 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 252 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 253 mother mother NN work_46wmz2hmybd3bp23vpzkxqofpi 417 254 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 255 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 256 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 257 mere mere JJ work_46wmz2hmybd3bp23vpzkxqofpi 417 258 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 259 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 260 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 261 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 262 father father NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 263 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 264 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 265 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 266 pere pere NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 267 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 268 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 269 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 270 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 271 lady lady NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 272 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 273 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 274 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 275 dame dame NN work_46wmz2hmybd3bp23vpzkxqofpi 417 276 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 277 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 278 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 279 PORTRAIT PORTRAIT NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 280 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 281 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 282 portrait portrait NN work_46wmz2hmybd3bp23vpzkxqofpi 417 283 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 284 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 285 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 286 RELIGION RELIGION NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 287 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 288 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 289 jesus jesus NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 290 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 291 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 292 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 293 christ christ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 294 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 295 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 296 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 297 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 298 apostle apostle NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 299 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 300 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 301 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 302 ange ange NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 303 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 304 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 305 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 306 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 307 angel angel NN work_46wmz2hmybd3bp23vpzkxqofpi 417 308 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 309 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 310 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 311 saint saint NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 312 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 313 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 314 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 315 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 316 madonna madonna NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 317 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 318 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 319 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 320 holy holy NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 321 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 322 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 323 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 324 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 325 mary mary NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 326 magdalene magdalene NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 327 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 328 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 329 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 330 annunciation annunciation NN work_46wmz2hmybd3bp23vpzkxqofpi 417 331 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 332 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 333 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 334 annonciation annonciation NN work_46wmz2hmybd3bp23vpzkxqofpi 417 335 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 336 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 337 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 338 adoration adoration NN work_46wmz2hmybd3bp23vpzkxqofpi 417 339 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 340 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 341 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 342 adam adam NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 343 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 417 344 eve eve NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 345 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 346 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 347 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 348 adam adam NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 349 et et NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 350 eve eve NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 351 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 352 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 353 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 354 crucifixion crucifixion NN work_46wmz2hmybd3bp23vpzkxqofpi 417 355 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 356 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 357 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 358 last last JJ work_46wmz2hmybd3bp23vpzkxqofpi 417 359 supper supper NN work_46wmz2hmybd3bp23vpzkxqofpi 417 360 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 361 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 362 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 363 SELF SELF NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 364 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 417 365 PORTRAIT PORTRAIT NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 366 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 367 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 368 self self NN work_46wmz2hmybd3bp23vpzkxqofpi 417 369 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 417 370 portrait portrait NN work_46wmz2hmybd3bp23vpzkxqofpi 417 371 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 372 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 373 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 374 self self NN work_46wmz2hmybd3bp23vpzkxqofpi 417 375 portrait portrait NN work_46wmz2hmybd3bp23vpzkxqofpi 417 376 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 377 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 378 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 379 auto auto NN work_46wmz2hmybd3bp23vpzkxqofpi 417 380 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 417 381 portrait portrait NN work_46wmz2hmybd3bp23vpzkxqofpi 417 382 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 383 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 384 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 385 autoportrait autoportrait NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 386 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 387 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 388 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 389 STILL_LIFE still_life ADD work_46wmz2hmybd3bp23vpzkxqofpi 417 390 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 391 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 392 still still RB work_46wmz2hmybd3bp23vpzkxqofpi 417 393 life life NN work_46wmz2hmybd3bp23vpzkxqofpi 417 394 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 395 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 396 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 397 nature nature NN work_46wmz2hmybd3bp23vpzkxqofpi 417 398 morte morte NN work_46wmz2hmybd3bp23vpzkxqofpi 417 399 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 400 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 401 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 402 bouquet bouquet NN work_46wmz2hmybd3bp23vpzkxqofpi 417 403 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 404 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 405 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 406 UNTITLED UNTITLED NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 407 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 408 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 409 untitled untitle VBN work_46wmz2hmybd3bp23vpzkxqofpi 417 410 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 411 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 412 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 413 sans sans NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 414 titre titre NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 415 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 416 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 417 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 418 URBAN URBAN NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 419 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 420 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 421 city city NN work_46wmz2hmybd3bp23vpzkxqofpi 417 422 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 423 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 424 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 425 ville ville NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 426 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 427 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 428 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 429 town town NN work_46wmz2hmybd3bp23vpzkxqofpi 417 430 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 431 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 432 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 433 village village NN work_46wmz2hmybd3bp23vpzkxqofpi 417 434 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 435 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 436 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 437 street street NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 438 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 439 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 440 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 441 rue rue FW work_46wmz2hmybd3bp23vpzkxqofpi 417 442 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 443 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 444 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 445 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 417 446 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 447 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 448 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 449 marche marche NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 450 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 451 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 452 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 453 harbour harbour VB work_46wmz2hmybd3bp23vpzkxqofpi 417 454 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 455 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 456 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 457 port port NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 458 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 459 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 460 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 461 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 462 paris paris NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 463 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 464 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 465 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 466 london london NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 467 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 468 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 469 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 470 londres londre VBZ work_46wmz2hmybd3bp23vpzkxqofpi 417 471 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 472 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 473 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 474 new new NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 475 york york NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 476 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 477 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 478 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 479 amsterdam amsterdam NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 480 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 481 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 482 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 483 rome rome NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 484 _ _ NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 485 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 486 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 487 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 488 venice venice NNP work_46wmz2hmybd3bp23vpzkxqofpi 417 489 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 490 , , , work_46wmz2hmybd3bp23vpzkxqofpi 417 491 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 417 492 venise venise NN work_46wmz2hmybd3bp23vpzkxqofpi 417 493 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 417 494 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 417 495 . . . work_46wmz2hmybd3bp23vpzkxqofpi 418 1 Appendix Appendix NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 2 C C NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 3 – – : work_46wmz2hmybd3bp23vpzkxqofpi 418 4 Important important JJ work_46wmz2hmybd3bp23vpzkxqofpi 418 5 European european JJ work_46wmz2hmybd3bp23vpzkxqofpi 418 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 418 7 American american JJ work_46wmz2hmybd3bp23vpzkxqofpi 418 8 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 418 9 houses house NNS work_46wmz2hmybd3bp23vpzkxqofpi 418 10 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 418 11 AUCTION_EUROPEAN auction_european NN work_46wmz2hmybd3bp23vpzkxqofpi 418 12 category category NN work_46wmz2hmybd3bp23vpzkxqofpi 418 13 includes include VBZ work_46wmz2hmybd3bp23vpzkxqofpi 418 14 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 418 15 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 418 16 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 418 17 : : : work_46wmz2hmybd3bp23vpzkxqofpi 418 18 Lyon Lyon NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 19 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 418 20 Turnbull Turnbull NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 21 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 22 Scotland Scotland NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 23 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 25 Francis Francis NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 26 Briest Briest NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 27 / / SYM work_46wmz2hmybd3bp23vpzkxqofpi 418 28 Artcurial Artcurial NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 29 Briest Briest NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 30 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 31 France France NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 32 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 34 Ader Ader NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 36 Picard Picard NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 37 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 418 38 Tajan Tajan NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 39 / / SYM work_46wmz2hmybd3bp23vpzkxqofpi 418 40 Ader Ader NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 41 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 418 42 Tajan Tajan NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 43 / / SYM work_46wmz2hmybd3bp23vpzkxqofpi 418 44 Tajan Tajan NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 45 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 46 France France NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 47 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 48 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 49 Bruun Bruun NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 50 Rasmussen Rasmussen NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 51 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 52 Denmark Denmark NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 53 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 54 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 55 Dorotheum Dorotheum NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 56 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 57 Austria Austria NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 58 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 59 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 60 Koller Koller NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 61 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 62 Switzerland Switzerland NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 63 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 64 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 65 Lempertz Lempertz NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 66 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 67 Germany Germany NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 68 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 69 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 70 Neumeister Neumeister NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 71 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 72 Germany Germany NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 73 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 74 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 75 Finarte Finarte NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 76 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 77 Italy Italy NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 78 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 79 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 80 Bukowskis Bukowskis NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 81 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 82 Sweden Sweden NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 83 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 84 , , , work_46wmz2hmybd3bp23vpzkxqofpi 418 85 Stockholms Stockholms NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 86 Auktionsverk Auktionsverk NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 87 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 88 Sweden Sweden NNP work_46wmz2hmybd3bp23vpzkxqofpi 418 89 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 418 90 . . . work_46wmz2hmybd3bp23vpzkxqofpi 419 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 419 2 AUCTION_AMERICAN auction_american JJ work_46wmz2hmybd3bp23vpzkxqofpi 419 3 category category NN work_46wmz2hmybd3bp23vpzkxqofpi 419 4 includes include VBZ work_46wmz2hmybd3bp23vpzkxqofpi 419 5 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 419 6 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 419 7 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 419 8 : : : work_46wmz2hmybd3bp23vpzkxqofpi 419 9 Butterfields Butterfields NNP work_46wmz2hmybd3bp23vpzkxqofpi 419 10 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 419 11 until until IN work_46wmz2hmybd3bp23vpzkxqofpi 419 12 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 419 13 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 419 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 419 15 Swann Swann NNP work_46wmz2hmybd3bp23vpzkxqofpi 419 16 Auction Auction NNP work_46wmz2hmybd3bp23vpzkxqofpi 419 17 Galleries Galleries NNPS work_46wmz2hmybd3bp23vpzkxqofpi 419 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 419 19 Skinner Skinner NNP work_46wmz2hmybd3bp23vpzkxqofpi 419 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 419 21 Doyle Doyle NNP work_46wmz2hmybd3bp23vpzkxqofpi 419 22 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 419 23 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 419 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 419 25 Freeman Freeman NNP work_46wmz2hmybd3bp23vpzkxqofpi 419 26 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 419 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 419 28 Leslie Leslie NNP work_46wmz2hmybd3bp23vpzkxqofpi 419 29 Hindman Hindman NNP work_46wmz2hmybd3bp23vpzkxqofpi 419 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 420 1 References References NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 2 Aït Aït NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 3 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 420 4 Sahalia Sahalia NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 420 6 Y. Y. NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 420 8 Parker Parker NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 420 10 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 420 12 Yogo Yogo NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 420 14 M. M. NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 15 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 420 16 Luxury Luxury NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 17 goods good NNS work_46wmz2hmybd3bp23vpzkxqofpi 420 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 420 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 420 20 equity equity NN work_46wmz2hmybd3bp23vpzkxqofpi 420 21 premium premium NN work_46wmz2hmybd3bp23vpzkxqofpi 420 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 420 23 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 420 24 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 25 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 420 26 Finance Finance NNP work_46wmz2hmybd3bp23vpzkxqofpi 420 27 59 59 CD work_46wmz2hmybd3bp23vpzkxqofpi 420 28 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 420 29 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 420 30 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 420 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 420 32 2959- 2959- CD work_46wmz2hmybd3bp23vpzkxqofpi 420 33 3004 3004 CD work_46wmz2hmybd3bp23vpzkxqofpi 420 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 421 1 Agnello Agnello NNP work_46wmz2hmybd3bp23vpzkxqofpi 421 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 421 3 R. R. NNP work_46wmz2hmybd3bp23vpzkxqofpi 421 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 421 5 Pierce Pierce NNP work_46wmz2hmybd3bp23vpzkxqofpi 421 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 421 7 R. R. NNP work_46wmz2hmybd3bp23vpzkxqofpi 421 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 421 9 Financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 421 10 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 421 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 421 12 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 421 13 determinants determinant NNS work_46wmz2hmybd3bp23vpzkxqofpi 421 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 421 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 421 16 genre genre JJ work_46wmz2hmybd3bp23vpzkxqofpi 421 17 effects effect NNS work_46wmz2hmybd3bp23vpzkxqofpi 421 18 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 421 19 American american JJ work_46wmz2hmybd3bp23vpzkxqofpi 421 20 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 421 21 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 421 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 421 23 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 421 24 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 421 25 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 421 26 Cultural Cultural NNP work_46wmz2hmybd3bp23vpzkxqofpi 421 27 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 421 28 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 421 29 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 421 30 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 421 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 421 32 , , , work_46wmz2hmybd3bp23vpzkxqofpi 421 33 359 359 CD work_46wmz2hmybd3bp23vpzkxqofpi 421 34 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 421 35 383 383 CD work_46wmz2hmybd3bp23vpzkxqofpi 421 36 . . . work_46wmz2hmybd3bp23vpzkxqofpi 422 1 Anderson Anderson NNP work_46wmz2hmybd3bp23vpzkxqofpi 422 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 422 3 R. R. NNP work_46wmz2hmybd3bp23vpzkxqofpi 422 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 422 5 Paintings Paintings NNP work_46wmz2hmybd3bp23vpzkxqofpi 422 6 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 422 7 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 422 8 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 422 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 422 10 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 422 11 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 422 12 Inquiry Inquiry NNP work_46wmz2hmybd3bp23vpzkxqofpi 422 13 12 12 CD work_46wmz2hmybd3bp23vpzkxqofpi 422 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 422 15 1974 1974 CD work_46wmz2hmybd3bp23vpzkxqofpi 422 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 422 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 422 18 13 13 CD work_46wmz2hmybd3bp23vpzkxqofpi 422 19 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 422 20 26 26 CD work_46wmz2hmybd3bp23vpzkxqofpi 422 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 423 1 Artprice artprice JJ work_46wmz2hmybd3bp23vpzkxqofpi 423 2 . . . work_46wmz2hmybd3bp23vpzkxqofpi 424 1 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 424 2 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 424 3 trends trend NNS work_46wmz2hmybd3bp23vpzkxqofpi 424 4 2005 2005 CD work_46wmz2hmybd3bp23vpzkxqofpi 424 5 . . . work_46wmz2hmybd3bp23vpzkxqofpi 425 1 Artprice.com Artprice.com NNP work_46wmz2hmybd3bp23vpzkxqofpi 425 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 425 3 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 425 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 425 5 . . . work_46wmz2hmybd3bp23vpzkxqofpi 426 1 Ashenfelter Ashenfelter NNP work_46wmz2hmybd3bp23vpzkxqofpi 426 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 426 3 O. O. NNP work_46wmz2hmybd3bp23vpzkxqofpi 426 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 426 5 Graddy Graddy NNP work_46wmz2hmybd3bp23vpzkxqofpi 426 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 426 7 K. K. NNP work_46wmz2hmybd3bp23vpzkxqofpi 426 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 426 9 Auctions Auctions NNPS work_46wmz2hmybd3bp23vpzkxqofpi 426 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 426 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 426 12 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 426 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 426 14 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 426 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 426 16 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 426 17 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 426 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 426 19 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 426 20 Literature Literature NNP work_46wmz2hmybd3bp23vpzkxqofpi 426 21 41 41 CD work_46wmz2hmybd3bp23vpzkxqofpi 426 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 426 23 2003 2003 CD work_46wmz2hmybd3bp23vpzkxqofpi 426 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 426 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 426 26 763 763 CD work_46wmz2hmybd3bp23vpzkxqofpi 426 27 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 426 28 786 786 CD work_46wmz2hmybd3bp23vpzkxqofpi 426 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 427 1 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 427 2 Baker Baker NNP work_46wmz2hmybd3bp23vpzkxqofpi 427 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 427 4 M. M. NNP work_46wmz2hmybd3bp23vpzkxqofpi 427 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 427 6 Stein Stein NNP work_46wmz2hmybd3bp23vpzkxqofpi 427 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 427 8 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 428 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 428 2 Market market NN work_46wmz2hmybd3bp23vpzkxqofpi 428 3 liquidity liquidity NN work_46wmz2hmybd3bp23vpzkxqofpi 428 4 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 428 5 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 428 6 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 428 7 indicator indicator NN work_46wmz2hmybd3bp23vpzkxqofpi 428 8 . . . work_46wmz2hmybd3bp23vpzkxqofpi 428 9 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 428 10 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 428 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 428 12 Financial Financial NNP work_46wmz2hmybd3bp23vpzkxqofpi 428 13 Markets Markets NNP work_46wmz2hmybd3bp23vpzkxqofpi 428 14 7 7 CD work_46wmz2hmybd3bp23vpzkxqofpi 428 15 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 428 16 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 428 17 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 428 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 428 19 271 271 CD work_46wmz2hmybd3bp23vpzkxqofpi 428 20 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 428 21 299 299 CD work_46wmz2hmybd3bp23vpzkxqofpi 428 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 429 1 Baker Baker NNP work_46wmz2hmybd3bp23vpzkxqofpi 429 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 429 3 M. M. NNP work_46wmz2hmybd3bp23vpzkxqofpi 429 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 429 5 Wurgler Wurgler NNP work_46wmz2hmybd3bp23vpzkxqofpi 429 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 429 7 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 430 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 430 2 Investor investor NN work_46wmz2hmybd3bp23vpzkxqofpi 430 3 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 430 4 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 430 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 430 6 cross cross NN work_46wmz2hmybd3bp23vpzkxqofpi 430 7 - - NN work_46wmz2hmybd3bp23vpzkxqofpi 430 8 section section NN work_46wmz2hmybd3bp23vpzkxqofpi 430 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 430 10 stock stock NN work_46wmz2hmybd3bp23vpzkxqofpi 430 11 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 430 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 430 13 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 430 14 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 430 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 430 16 Finance Finance NNP work_46wmz2hmybd3bp23vpzkxqofpi 430 17 61 61 CD work_46wmz2hmybd3bp23vpzkxqofpi 430 18 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 430 19 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 430 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 430 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 430 22 1645 1645 CD work_46wmz2hmybd3bp23vpzkxqofpi 430 23 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 430 24 1680 1680 CD work_46wmz2hmybd3bp23vpzkxqofpi 430 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 431 1 Baumol Baumol NNP work_46wmz2hmybd3bp23vpzkxqofpi 431 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 431 3 W. W. NNP work_46wmz2hmybd3bp23vpzkxqofpi 431 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 431 5 Unnatural unnatural JJ work_46wmz2hmybd3bp23vpzkxqofpi 431 6 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 431 7 : : : work_46wmz2hmybd3bp23vpzkxqofpi 431 8 Or or CC work_46wmz2hmybd3bp23vpzkxqofpi 431 9 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 431 10 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 431 11 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 431 12 floating float VBG work_46wmz2hmybd3bp23vpzkxqofpi 431 13 crap crap JJ work_46wmz2hmybd3bp23vpzkxqofpi 431 14 game game NN work_46wmz2hmybd3bp23vpzkxqofpi 431 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 431 16 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 431 17 American American NNP work_46wmz2hmybd3bp23vpzkxqofpi 431 18 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 431 19 Review Review NNP work_46wmz2hmybd3bp23vpzkxqofpi 431 20 76 76 CD work_46wmz2hmybd3bp23vpzkxqofpi 431 21 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 431 22 AEA AEA NNP work_46wmz2hmybd3bp23vpzkxqofpi 431 23 Papers Papers NNPS work_46wmz2hmybd3bp23vpzkxqofpi 431 24 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 431 25 Proceedings Proceedings NNPS work_46wmz2hmybd3bp23vpzkxqofpi 431 26 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 431 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 431 28 1986 1986 CD work_46wmz2hmybd3bp23vpzkxqofpi 431 29 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 431 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 431 31 10 10 CD work_46wmz2hmybd3bp23vpzkxqofpi 431 32 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 431 33 14 14 CD work_46wmz2hmybd3bp23vpzkxqofpi 431 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 432 1 Britt Britt NNP work_46wmz2hmybd3bp23vpzkxqofpi 432 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 432 3 D. D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 433 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 433 2 ed ed NNP work_46wmz2hmybd3bp23vpzkxqofpi 433 3 . . . work_46wmz2hmybd3bp23vpzkxqofpi 433 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 434 1 Modern modern JJ work_46wmz2hmybd3bp23vpzkxqofpi 434 2 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 434 3 : : : work_46wmz2hmybd3bp23vpzkxqofpi 434 4 Impressionism impressionism NN work_46wmz2hmybd3bp23vpzkxqofpi 434 5 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 434 6 post post NN work_46wmz2hmybd3bp23vpzkxqofpi 434 7 - - NN work_46wmz2hmybd3bp23vpzkxqofpi 434 8 modernism modernism JJ work_46wmz2hmybd3bp23vpzkxqofpi 434 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 435 1 Thames Thames NNP work_46wmz2hmybd3bp23vpzkxqofpi 435 2 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 435 3 Hudson Hudson NNP work_46wmz2hmybd3bp23vpzkxqofpi 435 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 435 5 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 435 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 435 7 1989 1989 CD work_46wmz2hmybd3bp23vpzkxqofpi 435 8 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 435 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 436 1 Buelens Buelens NNP work_46wmz2hmybd3bp23vpzkxqofpi 436 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 436 3 N. N. NNP work_46wmz2hmybd3bp23vpzkxqofpi 436 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 436 5 Ginsburgh Ginsburgh NNP work_46wmz2hmybd3bp23vpzkxqofpi 436 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 436 7 V. V. NNP work_46wmz2hmybd3bp23vpzkxqofpi 436 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 436 9 Revisiting Revisiting NNP work_46wmz2hmybd3bp23vpzkxqofpi 436 10 Baumol Baumol NNP work_46wmz2hmybd3bp23vpzkxqofpi 436 11 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 436 12 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 436 13 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 436 14 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 436 15 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 436 16 floating float VBG work_46wmz2hmybd3bp23vpzkxqofpi 436 17 crap crap NN work_46wmz2hmybd3bp23vpzkxqofpi 436 18 game game NN work_46wmz2hmybd3bp23vpzkxqofpi 436 19 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 436 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 436 21 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 436 22 European European NNP work_46wmz2hmybd3bp23vpzkxqofpi 436 23 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 436 24 Review Review NNP work_46wmz2hmybd3bp23vpzkxqofpi 436 25 37 37 CD work_46wmz2hmybd3bp23vpzkxqofpi 436 26 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 436 27 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 436 28 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 436 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 436 30 1351 1351 CD work_46wmz2hmybd3bp23vpzkxqofpi 436 31 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 436 32 1371 1371 CD work_46wmz2hmybd3bp23vpzkxqofpi 436 33 . . . work_46wmz2hmybd3bp23vpzkxqofpi 437 1 Burton Burton NNP work_46wmz2hmybd3bp23vpzkxqofpi 437 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 437 3 B. B. NNP work_46wmz2hmybd3bp23vpzkxqofpi 437 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 437 5 Jacobsen Jacobsen NNP work_46wmz2hmybd3bp23vpzkxqofpi 437 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 437 7 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 438 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 438 2 Measuring measure VBG work_46wmz2hmybd3bp23vpzkxqofpi 438 3 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 438 4 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 438 5 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 438 6 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 438 7 collectibles collectible NNS work_46wmz2hmybd3bp23vpzkxqofpi 438 8 . . . work_46wmz2hmybd3bp23vpzkxqofpi 438 9 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 438 10 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 438 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 438 12 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 438 13 Perspectives Perspectives NNP work_46wmz2hmybd3bp23vpzkxqofpi 438 14 13 13 CD work_46wmz2hmybd3bp23vpzkxqofpi 438 15 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 438 16 1999 1999 CD work_46wmz2hmybd3bp23vpzkxqofpi 438 17 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 438 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 438 19 193 193 CD work_46wmz2hmybd3bp23vpzkxqofpi 438 20 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 438 21 212 212 CD work_46wmz2hmybd3bp23vpzkxqofpi 438 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 439 1 Butler Butler NNP work_46wmz2hmybd3bp23vpzkxqofpi 439 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 439 3 R. R. NNP work_46wmz2hmybd3bp23vpzkxqofpi 439 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 439 5 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 439 6 specification specification NN work_46wmz2hmybd3bp23vpzkxqofpi 439 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 439 8 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 439 9 indexes index NNS work_46wmz2hmybd3bp23vpzkxqofpi 439 10 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 439 11 urban urban JJ work_46wmz2hmybd3bp23vpzkxqofpi 439 12 housing housing NN work_46wmz2hmybd3bp23vpzkxqofpi 439 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 439 14 ”Land ”Land NNP work_46wmz2hmybd3bp23vpzkxqofpi 439 15 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 439 16 58 58 CD work_46wmz2hmybd3bp23vpzkxqofpi 439 17 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 439 18 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 439 19 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 439 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 439 21 96 96 CD work_46wmz2hmybd3bp23vpzkxqofpi 439 22 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 439 23 108 108 CD work_46wmz2hmybd3bp23vpzkxqofpi 439 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 440 1 Campbell Campbell NNP work_46wmz2hmybd3bp23vpzkxqofpi 440 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 440 3 R. R. NNP work_46wmz2hmybd3bp23vpzkxqofpi 440 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 440 5 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 440 6 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 440 7 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 440 8 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 440 9 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 440 10 . . . work_46wmz2hmybd3bp23vpzkxqofpi 440 11 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 440 12 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 440 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 440 14 Alternative Alternative NNP work_46wmz2hmybd3bp23vpzkxqofpi 440 15 Investments Investments NNP work_46wmz2hmybd3bp23vpzkxqofpi 440 16 10 10 CD work_46wmz2hmybd3bp23vpzkxqofpi 440 17 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 440 18 2008 2008 CD work_46wmz2hmybd3bp23vpzkxqofpi 440 19 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 440 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 440 21 64 64 CD work_46wmz2hmybd3bp23vpzkxqofpi 440 22 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 440 23 81 81 CD work_46wmz2hmybd3bp23vpzkxqofpi 440 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 441 1 Capgemini Capgemini NNP work_46wmz2hmybd3bp23vpzkxqofpi 441 2 . . . work_46wmz2hmybd3bp23vpzkxqofpi 442 1 World World NNP work_46wmz2hmybd3bp23vpzkxqofpi 442 2 Wealth Wealth NNP work_46wmz2hmybd3bp23vpzkxqofpi 442 3 Report Report NNP work_46wmz2hmybd3bp23vpzkxqofpi 442 4 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 442 5 . . . work_46wmz2hmybd3bp23vpzkxqofpi 443 1 Capgemini Capgemini NNP work_46wmz2hmybd3bp23vpzkxqofpi 443 2 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 443 3 Merrill Merrill NNP work_46wmz2hmybd3bp23vpzkxqofpi 443 4 Lynch Lynch NNP work_46wmz2hmybd3bp23vpzkxqofpi 443 5 Global Global NNP work_46wmz2hmybd3bp23vpzkxqofpi 443 6 Wealth Wealth NNP work_46wmz2hmybd3bp23vpzkxqofpi 443 7 Management Management NNP work_46wmz2hmybd3bp23vpzkxqofpi 443 8 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 443 9 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 443 10 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 443 11 . . . work_46wmz2hmybd3bp23vpzkxqofpi 444 1 Case case NN work_46wmz2hmybd3bp23vpzkxqofpi 444 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 444 3 K. K. NNP work_46wmz2hmybd3bp23vpzkxqofpi 444 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 444 5 Shiller Shiller NNP work_46wmz2hmybd3bp23vpzkxqofpi 444 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 444 7 R. R. NNP work_46wmz2hmybd3bp23vpzkxqofpi 444 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 444 9 Prices Prices NNPS work_46wmz2hmybd3bp23vpzkxqofpi 444 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 444 11 single single JJ work_46wmz2hmybd3bp23vpzkxqofpi 444 12 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 444 13 family family NN work_46wmz2hmybd3bp23vpzkxqofpi 444 14 homes home NNS work_46wmz2hmybd3bp23vpzkxqofpi 444 15 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 444 16 1970 1970 CD work_46wmz2hmybd3bp23vpzkxqofpi 444 17 : : : work_46wmz2hmybd3bp23vpzkxqofpi 444 18 New new JJ work_46wmz2hmybd3bp23vpzkxqofpi 444 19 indexes index NNS work_46wmz2hmybd3bp23vpzkxqofpi 444 20 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 444 21 four four CD work_46wmz2hmybd3bp23vpzkxqofpi 444 22 cities city NNS work_46wmz2hmybd3bp23vpzkxqofpi 444 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 444 24 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 444 25 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 444 26 England England NNP work_46wmz2hmybd3bp23vpzkxqofpi 444 27 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 444 28 Review Review NNP work_46wmz2hmybd3bp23vpzkxqofpi 444 29 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 444 30 1987 1987 CD work_46wmz2hmybd3bp23vpzkxqofpi 444 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 444 32 , , , work_46wmz2hmybd3bp23vpzkxqofpi 444 33 Sep Sep NNP work_46wmz2hmybd3bp23vpzkxqofpi 444 34 / / SYM work_46wmz2hmybd3bp23vpzkxqofpi 444 35 Oct Oct NNP work_46wmz2hmybd3bp23vpzkxqofpi 444 36 , , , work_46wmz2hmybd3bp23vpzkxqofpi 444 37 45 45 CD work_46wmz2hmybd3bp23vpzkxqofpi 444 38 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 444 39 56 56 CD work_46wmz2hmybd3bp23vpzkxqofpi 444 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 445 1 Chanel Chanel NNP work_46wmz2hmybd3bp23vpzkxqofpi 445 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 445 3 O. O. NNP work_46wmz2hmybd3bp23vpzkxqofpi 445 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 445 5 Gérard Gérard NNP work_46wmz2hmybd3bp23vpzkxqofpi 445 6 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 445 7 Varet Varet NNP work_46wmz2hmybd3bp23vpzkxqofpi 445 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 445 9 L. L. NNP work_46wmz2hmybd3bp23vpzkxqofpi 445 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 445 11 Ginsburgh Ginsburgh NNP work_46wmz2hmybd3bp23vpzkxqofpi 445 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 445 13 V. V. NNP work_46wmz2hmybd3bp23vpzkxqofpi 445 14 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 445 15 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 445 16 relevance relevance NN work_46wmz2hmybd3bp23vpzkxqofpi 445 17 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 445 18 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 445 19 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 445 20 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 445 21 : : : work_46wmz2hmybd3bp23vpzkxqofpi 445 22 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 445 23 case case NN work_46wmz2hmybd3bp23vpzkxqofpi 445 24 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 445 25 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 445 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 445 27 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 445 28 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 445 29 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 445 30 Cultural Cultural NNP work_46wmz2hmybd3bp23vpzkxqofpi 445 31 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 445 32 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 445 33 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 445 34 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 445 35 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 445 36 , , , work_46wmz2hmybd3bp23vpzkxqofpi 445 37 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 445 38 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 445 39 24 24 CD work_46wmz2hmybd3bp23vpzkxqofpi 445 40 . . . work_46wmz2hmybd3bp23vpzkxqofpi 446 1 Dimson Dimson NNP work_46wmz2hmybd3bp23vpzkxqofpi 446 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 446 3 E. E. NNP work_46wmz2hmybd3bp23vpzkxqofpi 446 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 446 5 Spaenjers Spaenjers NNP work_46wmz2hmybd3bp23vpzkxqofpi 446 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 446 7 C. C. NNP work_46wmz2hmybd3bp23vpzkxqofpi 446 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 446 9 Ex Ex NNP work_46wmz2hmybd3bp23vpzkxqofpi 446 10 post post NN work_46wmz2hmybd3bp23vpzkxqofpi 446 11 : : : work_46wmz2hmybd3bp23vpzkxqofpi 446 12 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 446 13 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 446 14 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 446 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 446 16 collectible collectible JJ work_46wmz2hmybd3bp23vpzkxqofpi 446 17 stamps stamp NNS work_46wmz2hmybd3bp23vpzkxqofpi 446 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 446 19 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 446 20 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 446 21 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 446 22 Financial Financial NNP work_46wmz2hmybd3bp23vpzkxqofpi 446 23 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 446 24 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 446 25 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 446 26 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 446 27 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 446 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 446 29 443 443 CD work_46wmz2hmybd3bp23vpzkxqofpi 446 30 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 446 31 458 458 CD work_46wmz2hmybd3bp23vpzkxqofpi 446 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 447 1 Frey Frey NNP work_46wmz2hmybd3bp23vpzkxqofpi 447 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 447 3 B. B. NNP work_46wmz2hmybd3bp23vpzkxqofpi 447 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 447 5 Pommerehne Pommerehne NNP work_46wmz2hmybd3bp23vpzkxqofpi 447 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 447 7 W. W. NNP work_46wmz2hmybd3bp23vpzkxqofpi 447 8 Muses Muses NNP work_46wmz2hmybd3bp23vpzkxqofpi 447 9 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 447 10 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 447 11 : : : work_46wmz2hmybd3bp23vpzkxqofpi 447 12 Explorations exploration NNS work_46wmz2hmybd3bp23vpzkxqofpi 447 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 447 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 447 15 economics economic NNS work_46wmz2hmybd3bp23vpzkxqofpi 447 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 447 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 447 18 arts art NNS work_46wmz2hmybd3bp23vpzkxqofpi 447 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 448 1 Basil Basil NNP work_46wmz2hmybd3bp23vpzkxqofpi 448 2 Blackwell Blackwell NNP work_46wmz2hmybd3bp23vpzkxqofpi 448 3 , , , work_46wmz2hmybd3bp23vpzkxqofpi 448 4 Oxford Oxford NNP work_46wmz2hmybd3bp23vpzkxqofpi 448 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 448 6 1989 1989 CD work_46wmz2hmybd3bp23vpzkxqofpi 448 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 448 8 . . . work_46wmz2hmybd3bp23vpzkxqofpi 449 1 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 449 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 449 3 W. W. NNP work_46wmz2hmybd3bp23vpzkxqofpi 449 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 449 5 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 449 6 accuracy accuracy NN work_46wmz2hmybd3bp23vpzkxqofpi 449 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 449 8 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 449 9 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 449 10 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 449 11 : : : work_46wmz2hmybd3bp23vpzkxqofpi 449 12 Repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 449 13 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 449 14 estimators estimator NNS work_46wmz2hmybd3bp23vpzkxqofpi 449 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 449 16 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 449 17 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 449 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 449 19 Real Real NNP work_46wmz2hmybd3bp23vpzkxqofpi 449 20 Estate Estate NNP work_46wmz2hmybd3bp23vpzkxqofpi 449 21 Finance Finance NNP work_46wmz2hmybd3bp23vpzkxqofpi 449 22 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 449 23 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 449 24 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 449 25 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 449 26 1992 1992 CD work_46wmz2hmybd3bp23vpzkxqofpi 449 27 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 449 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 449 29 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 449 30 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 449 31 53 53 CD work_46wmz2hmybd3bp23vpzkxqofpi 449 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 450 1 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 450 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 450 3 W. W. NNP work_46wmz2hmybd3bp23vpzkxqofpi 450 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 450 5 Accounting account VBG work_46wmz2hmybd3bp23vpzkxqofpi 450 6 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 450 7 taste taste NN work_46wmz2hmybd3bp23vpzkxqofpi 450 8 : : : work_46wmz2hmybd3bp23vpzkxqofpi 450 9 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 450 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 450 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 450 12 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 450 13 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 450 14 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 450 15 three three CD work_46wmz2hmybd3bp23vpzkxqofpi 450 16 centuries century NNS work_46wmz2hmybd3bp23vpzkxqofpi 450 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 450 18 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 450 19 American American NNP work_46wmz2hmybd3bp23vpzkxqofpi 450 20 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 450 21 Review Review NNP work_46wmz2hmybd3bp23vpzkxqofpi 450 22 83 83 CD work_46wmz2hmybd3bp23vpzkxqofpi 450 23 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 450 24 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 450 25 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 450 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 450 27 1370 1370 CD work_46wmz2hmybd3bp23vpzkxqofpi 450 28 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 450 29 1376 1376 CD work_46wmz2hmybd3bp23vpzkxqofpi 450 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 451 1 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 451 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 451 3 W. W. NNP work_46wmz2hmybd3bp23vpzkxqofpi 451 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 451 5 How how WRB work_46wmz2hmybd3bp23vpzkxqofpi 451 6 costly costly JJ work_46wmz2hmybd3bp23vpzkxqofpi 451 7 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 451 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 451 9 fall fall NN work_46wmz2hmybd3bp23vpzkxqofpi 451 10 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 451 11 fashion fashion NN work_46wmz2hmybd3bp23vpzkxqofpi 451 12 ? ? . work_46wmz2hmybd3bp23vpzkxqofpi 452 1 Survivorship survivorship NN work_46wmz2hmybd3bp23vpzkxqofpi 452 2 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 452 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 452 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 452 5 painting painting NN work_46wmz2hmybd3bp23vpzkxqofpi 452 6 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 452 7 . . . work_46wmz2hmybd3bp23vpzkxqofpi 452 8 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 452 9 In in IN work_46wmz2hmybd3bp23vpzkxqofpi 452 10 : : : work_46wmz2hmybd3bp23vpzkxqofpi 452 11 Victor Victor NNP work_46wmz2hmybd3bp23vpzkxqofpi 452 12 A. a. NN work_46wmz2hmybd3bp23vpzkxqofpi 452 13 Ginsburgh Ginsburgh NNP work_46wmz2hmybd3bp23vpzkxqofpi 452 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 452 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 452 16 Pierre Pierre NNP work_46wmz2hmybd3bp23vpzkxqofpi 452 17 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 452 18 Michel Michel NNP work_46wmz2hmybd3bp23vpzkxqofpi 452 19 Menger Menger NNP work_46wmz2hmybd3bp23vpzkxqofpi 452 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 452 21 eds eds XX work_46wmz2hmybd3bp23vpzkxqofpi 452 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 453 1 : : : work_46wmz2hmybd3bp23vpzkxqofpi 453 2 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 453 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 453 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 453 5 Arts Arts NNPS work_46wmz2hmybd3bp23vpzkxqofpi 453 6 : : : work_46wmz2hmybd3bp23vpzkxqofpi 453 7 Selected select VBN work_46wmz2hmybd3bp23vpzkxqofpi 453 8 Essays essay NNS work_46wmz2hmybd3bp23vpzkxqofpi 453 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 454 1 Elsevier Elsevier NNP work_46wmz2hmybd3bp23vpzkxqofpi 454 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 454 3 Amsterdam Amsterdam NNP work_46wmz2hmybd3bp23vpzkxqofpi 454 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 454 5 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 454 6 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 454 7 . . . work_46wmz2hmybd3bp23vpzkxqofpi 455 1 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 455 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 455 3 W. W. NNP work_46wmz2hmybd3bp23vpzkxqofpi 455 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 455 5 Peng Peng NNP work_46wmz2hmybd3bp23vpzkxqofpi 455 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 455 7 L. L. NNP work_46wmz2hmybd3bp23vpzkxqofpi 455 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 455 9 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 455 10 bias bias NN work_46wmz2hmybd3bp23vpzkxqofpi 455 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 455 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 455 13 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 455 14 estimator estimator NN work_46wmz2hmybd3bp23vpzkxqofpi 455 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 455 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 455 17 accuracy accuracy NN work_46wmz2hmybd3bp23vpzkxqofpi 455 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 455 19 some some DT work_46wmz2hmybd3bp23vpzkxqofpi 455 20 alternatives alternative NNS work_46wmz2hmybd3bp23vpzkxqofpi 455 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 455 22 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 455 23 Real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 455 24 Estate Estate NNP work_46wmz2hmybd3bp23vpzkxqofpi 455 25 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 455 26 30 30 CD work_46wmz2hmybd3bp23vpzkxqofpi 455 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 455 28 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 455 29 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 455 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 455 31 13 13 CD work_46wmz2hmybd3bp23vpzkxqofpi 455 32 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 455 33 39 39 CD work_46wmz2hmybd3bp23vpzkxqofpi 455 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 456 1 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 456 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 456 3 W. W. NNP work_46wmz2hmybd3bp23vpzkxqofpi 456 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 456 5 Peng Peng NNP work_46wmz2hmybd3bp23vpzkxqofpi 456 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 456 7 L. L. NNP work_46wmz2hmybd3bp23vpzkxqofpi 456 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 456 9 Estimating Estimating NNP work_46wmz2hmybd3bp23vpzkxqofpi 456 10 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 456 11 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 456 12 indexes index NNS work_46wmz2hmybd3bp23vpzkxqofpi 456 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 456 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 456 15 presence presence NN work_46wmz2hmybd3bp23vpzkxqofpi 456 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 456 17 seller seller NN work_46wmz2hmybd3bp23vpzkxqofpi 456 18 reservation reservation NN work_46wmz2hmybd3bp23vpzkxqofpi 456 19 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 456 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 456 21 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 456 22 Review Review NNP work_46wmz2hmybd3bp23vpzkxqofpi 456 23 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 456 24 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 456 25 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 456 26 Statistics Statistics NNPS work_46wmz2hmybd3bp23vpzkxqofpi 456 27 88 88 CD work_46wmz2hmybd3bp23vpzkxqofpi 456 28 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 456 29 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 456 30 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 456 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 456 32 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 456 33 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 456 34 112 112 CD work_46wmz2hmybd3bp23vpzkxqofpi 456 35 . . . work_46wmz2hmybd3bp23vpzkxqofpi 457 1 Goetzmann Goetzmann NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 457 3 W. W. NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 457 5 Renneboog Renneboog NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 457 7 L. L. NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 457 9 Spaenjers Spaenjers NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 457 11 C. C. NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 12 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 457 13 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 14 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 457 15 Money money NN work_46wmz2hmybd3bp23vpzkxqofpi 457 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 457 17 ”American ”american JJ work_46wmz2hmybd3bp23vpzkxqofpi 457 18 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 19 Review Review NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 20 101 101 CD work_46wmz2hmybd3bp23vpzkxqofpi 457 21 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 457 22 AEA AEA NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 23 Papers Papers NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 24 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 457 25 Proceedings Proceedings NNP work_46wmz2hmybd3bp23vpzkxqofpi 457 26 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 457 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 457 28 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 457 29 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 457 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 457 31 222 222 CD work_46wmz2hmybd3bp23vpzkxqofpi 457 32 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 457 33 226 226 CD work_46wmz2hmybd3bp23vpzkxqofpi 457 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 458 1 Guerzoni Guerzoni NNP work_46wmz2hmybd3bp23vpzkxqofpi 458 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 458 3 G. G. NNP work_46wmz2hmybd3bp23vpzkxqofpi 458 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 458 5 Reflections Reflections NNPS work_46wmz2hmybd3bp23vpzkxqofpi 458 6 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 458 7 historical historical JJ work_46wmz2hmybd3bp23vpzkxqofpi 458 8 series series NN work_46wmz2hmybd3bp23vpzkxqofpi 458 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 458 10 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 458 11 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 458 12 : : : work_46wmz2hmybd3bp23vpzkxqofpi 458 13 Reitlinger Reitlinger NNP work_46wmz2hmybd3bp23vpzkxqofpi 458 14 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 458 15 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 458 16 revisited revisit VBN work_46wmz2hmybd3bp23vpzkxqofpi 458 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 458 18 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 458 19 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 458 20 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 458 21 Cultural Cultural NNP work_46wmz2hmybd3bp23vpzkxqofpi 458 22 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 458 23 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 458 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 458 25 251 251 CD work_46wmz2hmybd3bp23vpzkxqofpi 458 26 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 458 27 260 260 CD work_46wmz2hmybd3bp23vpzkxqofpi 458 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 459 1 Gyourko Gyourko NNP work_46wmz2hmybd3bp23vpzkxqofpi 459 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 459 3 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 459 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 459 5 Mayer Mayer NNP work_46wmz2hmybd3bp23vpzkxqofpi 459 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 459 7 C. C. NNP work_46wmz2hmybd3bp23vpzkxqofpi 459 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 459 9 Sinai Sinai NNP work_46wmz2hmybd3bp23vpzkxqofpi 459 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 459 11 T. t. NN work_46wmz2hmybd3bp23vpzkxqofpi 459 12 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 459 13 Superstar Superstar NNP work_46wmz2hmybd3bp23vpzkxqofpi 459 14 cities city NNS work_46wmz2hmybd3bp23vpzkxqofpi 459 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 459 16 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 459 17 NBER NBER NNP work_46wmz2hmybd3bp23vpzkxqofpi 459 18 Working Working NNP work_46wmz2hmybd3bp23vpzkxqofpi 459 19 Paper Paper NNP work_46wmz2hmybd3bp23vpzkxqofpi 459 20 12355 12355 CD work_46wmz2hmybd3bp23vpzkxqofpi 459 21 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 459 22 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 459 23 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 459 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 460 1 Higgs Higgs NNP work_46wmz2hmybd3bp23vpzkxqofpi 460 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 460 3 H. H. NNP work_46wmz2hmybd3bp23vpzkxqofpi 460 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 460 5 Worthington Worthington NNP work_46wmz2hmybd3bp23vpzkxqofpi 460 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 460 7 A. a. NN work_46wmz2hmybd3bp23vpzkxqofpi 461 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 461 2 Financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 461 3 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 461 4 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 461 5 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 461 6 determinants determinant NNS work_46wmz2hmybd3bp23vpzkxqofpi 461 7 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 461 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 461 9 Australian australian JJ work_46wmz2hmybd3bp23vpzkxqofpi 461 10 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 461 11 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 461 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 461 13 1973 1973 CD work_46wmz2hmybd3bp23vpzkxqofpi 461 14 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 461 15 2003 2003 CD work_46wmz2hmybd3bp23vpzkxqofpi 461 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 461 17 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 461 18 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 461 19 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 461 20 Record Record NNP work_46wmz2hmybd3bp23vpzkxqofpi 461 21 81 81 CD work_46wmz2hmybd3bp23vpzkxqofpi 461 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 461 23 2005 2005 CD work_46wmz2hmybd3bp23vpzkxqofpi 461 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 461 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 461 26 113 113 CD work_46wmz2hmybd3bp23vpzkxqofpi 461 27 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 461 28 123 123 CD work_46wmz2hmybd3bp23vpzkxqofpi 461 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 462 1 Hiraki Hiraki NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 462 3 T. T. NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 462 5 Ito Ito NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 462 7 A. a. NN work_46wmz2hmybd3bp23vpzkxqofpi 462 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 462 9 Spieth Spieth NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 462 11 D. D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 462 13 Takezawa Takezawa NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 462 15 N. N. NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 16 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 462 17 How how WRB work_46wmz2hmybd3bp23vpzkxqofpi 462 18 did do VBD work_46wmz2hmybd3bp23vpzkxqofpi 462 19 Japanese japanese JJ work_46wmz2hmybd3bp23vpzkxqofpi 462 20 investments investment NNS work_46wmz2hmybd3bp23vpzkxqofpi 462 21 influence influence VB work_46wmz2hmybd3bp23vpzkxqofpi 462 22 international international JJ work_46wmz2hmybd3bp23vpzkxqofpi 462 23 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 462 24 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 462 25 ? ? . work_46wmz2hmybd3bp23vpzkxqofpi 462 26 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 462 27 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 28 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 462 29 Financial Financial NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 30 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 462 31 Quantitative Quantitative NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 32 Analysis Analysis NNP work_46wmz2hmybd3bp23vpzkxqofpi 462 33 44 44 CD work_46wmz2hmybd3bp23vpzkxqofpi 462 34 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 462 35 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 462 36 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 462 37 , , , work_46wmz2hmybd3bp23vpzkxqofpi 462 38 1489 1489 CD work_46wmz2hmybd3bp23vpzkxqofpi 462 39 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 462 40 1514 1514 CD work_46wmz2hmybd3bp23vpzkxqofpi 462 41 . . . work_46wmz2hmybd3bp23vpzkxqofpi 463 1 Horowitz Horowitz NNP work_46wmz2hmybd3bp23vpzkxqofpi 463 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 463 3 N. N. NNP work_46wmz2hmybd3bp23vpzkxqofpi 463 4 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 463 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 463 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 463 7 Deal deal NN work_46wmz2hmybd3bp23vpzkxqofpi 463 8 : : : work_46wmz2hmybd3bp23vpzkxqofpi 463 9 Contemporary Contemporary NNP work_46wmz2hmybd3bp23vpzkxqofpi 463 10 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 463 11 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 463 12 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 463 13 Global Global NNP work_46wmz2hmybd3bp23vpzkxqofpi 463 14 Financial Financial NNP work_46wmz2hmybd3bp23vpzkxqofpi 463 15 Market Market NNP work_46wmz2hmybd3bp23vpzkxqofpi 463 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 464 1 Princeton Princeton NNP work_46wmz2hmybd3bp23vpzkxqofpi 464 2 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 464 3 Press Press NNP work_46wmz2hmybd3bp23vpzkxqofpi 464 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 464 5 Princeton Princeton NNP work_46wmz2hmybd3bp23vpzkxqofpi 464 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 464 7 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 464 8 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 464 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 465 1 Koenker Koenker NNP work_46wmz2hmybd3bp23vpzkxqofpi 465 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 465 3 R. R. NNP work_46wmz2hmybd3bp23vpzkxqofpi 465 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 465 5 Hallock Hallock NNP work_46wmz2hmybd3bp23vpzkxqofpi 465 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 465 7 K. K. NNP work_46wmz2hmybd3bp23vpzkxqofpi 465 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 465 9 Quantile Quantile NNP work_46wmz2hmybd3bp23vpzkxqofpi 465 10 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 465 11 . . . work_46wmz2hmybd3bp23vpzkxqofpi 465 12 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 465 13 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 465 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 465 15 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 465 16 Perspectives Perspectives NNP work_46wmz2hmybd3bp23vpzkxqofpi 465 17 15 15 CD work_46wmz2hmybd3bp23vpzkxqofpi 465 18 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 465 19 2001 2001 CD work_46wmz2hmybd3bp23vpzkxqofpi 465 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 465 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 465 22 143 143 CD work_46wmz2hmybd3bp23vpzkxqofpi 465 23 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 465 24 156 156 CD work_46wmz2hmybd3bp23vpzkxqofpi 465 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 466 1 Ludvigson Ludvigson NNP work_46wmz2hmybd3bp23vpzkxqofpi 466 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 466 3 S. S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 466 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 466 5 Consumer consumer NN work_46wmz2hmybd3bp23vpzkxqofpi 466 6 confidence confidence NN work_46wmz2hmybd3bp23vpzkxqofpi 466 7 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 466 8 consumer consumer NN work_46wmz2hmybd3bp23vpzkxqofpi 466 9 spending spending NN work_46wmz2hmybd3bp23vpzkxqofpi 466 10 . . . work_46wmz2hmybd3bp23vpzkxqofpi 466 11 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 466 12 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 466 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 466 14 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 466 15 Perspectives Perspectives NNP work_46wmz2hmybd3bp23vpzkxqofpi 466 16 18 18 CD work_46wmz2hmybd3bp23vpzkxqofpi 466 17 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 466 18 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 466 19 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 466 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 466 21 29 29 CD work_46wmz2hmybd3bp23vpzkxqofpi 466 22 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 466 23 50 50 CD work_46wmz2hmybd3bp23vpzkxqofpi 466 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 467 1 Mandel Mandel NNP work_46wmz2hmybd3bp23vpzkxqofpi 467 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 467 3 B. B. NNP work_46wmz2hmybd3bp23vpzkxqofpi 468 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 468 2 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 468 3 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 468 4 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 468 5 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 468 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 468 7 conspicuous conspicuous JJ work_46wmz2hmybd3bp23vpzkxqofpi 468 8 consumption consumption NN work_46wmz2hmybd3bp23vpzkxqofpi 468 9 good good JJ work_46wmz2hmybd3bp23vpzkxqofpi 468 10 . . . work_46wmz2hmybd3bp23vpzkxqofpi 468 11 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 468 12 American American NNP work_46wmz2hmybd3bp23vpzkxqofpi 468 13 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 468 14 Review Review NNP work_46wmz2hmybd3bp23vpzkxqofpi 468 15 99 99 CD work_46wmz2hmybd3bp23vpzkxqofpi 468 16 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 468 17 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 468 18 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 468 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 468 20 1653- 1653- CD work_46wmz2hmybd3bp23vpzkxqofpi 468 21 1663 1663 CD work_46wmz2hmybd3bp23vpzkxqofpi 468 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 469 1 21 21 CD work_46wmz2hmybd3bp23vpzkxqofpi 469 2 Mandel Mandel NNP work_46wmz2hmybd3bp23vpzkxqofpi 469 3 B. B. NNP work_46wmz2hmybd3bp23vpzkxqofpi 470 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 470 2 Investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 470 3 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 470 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 470 5 visual visual JJ work_46wmz2hmybd3bp23vpzkxqofpi 470 6 arts art NNS work_46wmz2hmybd3bp23vpzkxqofpi 470 7 : : : work_46wmz2hmybd3bp23vpzkxqofpi 470 8 Evidence evidence NN work_46wmz2hmybd3bp23vpzkxqofpi 470 9 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 470 10 international international JJ work_46wmz2hmybd3bp23vpzkxqofpi 470 11 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 470 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 470 13 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 470 14 Working work VBG work_46wmz2hmybd3bp23vpzkxqofpi 470 15 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 470 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 470 17 Federal Federal NNP work_46wmz2hmybd3bp23vpzkxqofpi 470 18 Reserve Reserve NNP work_46wmz2hmybd3bp23vpzkxqofpi 470 19 System System NNP work_46wmz2hmybd3bp23vpzkxqofpi 470 20 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 470 21 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 470 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 470 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 471 1 Marshall Marshall NNP work_46wmz2hmybd3bp23vpzkxqofpi 471 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 471 3 A. a. NN work_46wmz2hmybd3bp23vpzkxqofpi 472 1 Principles principle NNS work_46wmz2hmybd3bp23vpzkxqofpi 472 2 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 472 3 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 472 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 472 5 8th 8th NNP work_46wmz2hmybd3bp23vpzkxqofpi 472 6 Edition Edition NNP work_46wmz2hmybd3bp23vpzkxqofpi 472 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 472 8 . . . work_46wmz2hmybd3bp23vpzkxqofpi 473 1 Macmillan Macmillan NNP work_46wmz2hmybd3bp23vpzkxqofpi 473 2 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 473 3 co. co. NNP work_46wmz2hmybd3bp23vpzkxqofpi 473 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 473 5 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 473 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 473 7 1920 1920 CD work_46wmz2hmybd3bp23vpzkxqofpi 473 8 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 473 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 474 1 McAndrew McAndrew NNP work_46wmz2hmybd3bp23vpzkxqofpi 474 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 474 3 C. C. NNP work_46wmz2hmybd3bp23vpzkxqofpi 474 4 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 474 5 International International NNP work_46wmz2hmybd3bp23vpzkxqofpi 474 6 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 474 7 Market Market NNP work_46wmz2hmybd3bp23vpzkxqofpi 474 8 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 474 9 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 474 10 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 474 11 : : : work_46wmz2hmybd3bp23vpzkxqofpi 474 12 Trends trend NNS work_46wmz2hmybd3bp23vpzkxqofpi 474 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 474 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 474 15 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 474 16 Trade Trade NNP work_46wmz2hmybd3bp23vpzkxqofpi 474 17 during during IN work_46wmz2hmybd3bp23vpzkxqofpi 474 18 Global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 474 19 Recession recession NN work_46wmz2hmybd3bp23vpzkxqofpi 474 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 475 1 TEFAF TEFAF NNP work_46wmz2hmybd3bp23vpzkxqofpi 475 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 475 3 Maastricht Maastricht NNP work_46wmz2hmybd3bp23vpzkxqofpi 475 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 475 5 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 475 6 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 475 7 . . . work_46wmz2hmybd3bp23vpzkxqofpi 476 1 Meese Meese NNP work_46wmz2hmybd3bp23vpzkxqofpi 476 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 476 3 R. R. NNP work_46wmz2hmybd3bp23vpzkxqofpi 476 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 476 5 Wallace Wallace NNP work_46wmz2hmybd3bp23vpzkxqofpi 476 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 476 7 N. N. NNP work_46wmz2hmybd3bp23vpzkxqofpi 476 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 476 9 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 476 10 construction construction NN work_46wmz2hmybd3bp23vpzkxqofpi 476 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 476 12 residential residential JJ work_46wmz2hmybd3bp23vpzkxqofpi 476 13 housing housing NN work_46wmz2hmybd3bp23vpzkxqofpi 476 14 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 476 15 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 476 16 : : : work_46wmz2hmybd3bp23vpzkxqofpi 476 17 A a DT work_46wmz2hmybd3bp23vpzkxqofpi 476 18 comparison comparison NN work_46wmz2hmybd3bp23vpzkxqofpi 476 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 476 20 repeat repeat NN work_46wmz2hmybd3bp23vpzkxqofpi 476 21 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 476 22 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 476 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 476 24 hedonic- hedonic- NN work_46wmz2hmybd3bp23vpzkxqofpi 476 25 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 476 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 476 27 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 476 28 hybrid hybrid JJ work_46wmz2hmybd3bp23vpzkxqofpi 476 29 approaches approach NNS work_46wmz2hmybd3bp23vpzkxqofpi 476 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 476 31 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 476 32 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 476 33 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 476 34 Real Real NNP work_46wmz2hmybd3bp23vpzkxqofpi 476 35 Estate Estate NNP work_46wmz2hmybd3bp23vpzkxqofpi 476 36 Finance Finance NNP work_46wmz2hmybd3bp23vpzkxqofpi 476 37 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 476 38 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 476 39 14 14 CD work_46wmz2hmybd3bp23vpzkxqofpi 476 40 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 476 41 1997 1997 CD work_46wmz2hmybd3bp23vpzkxqofpi 476 42 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 476 43 , , , work_46wmz2hmybd3bp23vpzkxqofpi 476 44 51 51 CD work_46wmz2hmybd3bp23vpzkxqofpi 476 45 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 476 46 73 73 CD work_46wmz2hmybd3bp23vpzkxqofpi 476 47 . . . work_46wmz2hmybd3bp23vpzkxqofpi 477 1 Mei Mei NNP work_46wmz2hmybd3bp23vpzkxqofpi 477 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 477 3 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 477 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 477 5 Moses Moses NNP work_46wmz2hmybd3bp23vpzkxqofpi 477 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 477 7 M. M. NNP work_46wmz2hmybd3bp23vpzkxqofpi 477 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 477 9 Art Art NNP work_46wmz2hmybd3bp23vpzkxqofpi 477 10 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 477 11 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 477 12 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 477 13 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 477 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 477 15 underperformance underperformance NN work_46wmz2hmybd3bp23vpzkxqofpi 477 16 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 477 17 masterpieces masterpiece NNS work_46wmz2hmybd3bp23vpzkxqofpi 477 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 477 19 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 477 20 American American NNP work_46wmz2hmybd3bp23vpzkxqofpi 477 21 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 477 22 Review Review NNP work_46wmz2hmybd3bp23vpzkxqofpi 477 23 92 92 CD work_46wmz2hmybd3bp23vpzkxqofpi 477 24 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 477 25 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 477 26 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 477 27 , , , work_46wmz2hmybd3bp23vpzkxqofpi 477 28 1656 1656 CD work_46wmz2hmybd3bp23vpzkxqofpi 477 29 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 477 30 1668 1668 CD work_46wmz2hmybd3bp23vpzkxqofpi 477 31 . . . work_46wmz2hmybd3bp23vpzkxqofpi 478 1 Parker Parker NNP work_46wmz2hmybd3bp23vpzkxqofpi 478 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 478 3 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 478 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 478 5 Vissing Vissing NNP work_46wmz2hmybd3bp23vpzkxqofpi 478 6 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 478 7 Jorgensen Jorgensen NNP work_46wmz2hmybd3bp23vpzkxqofpi 478 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 478 9 A. a. NN work_46wmz2hmybd3bp23vpzkxqofpi 479 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 479 2 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 479 3 increase increase NN work_46wmz2hmybd3bp23vpzkxqofpi 479 4 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 479 5 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 479 6 cyclicality cyclicality NN work_46wmz2hmybd3bp23vpzkxqofpi 479 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 479 8 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 479 9 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 479 10 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 479 11 households household NNS work_46wmz2hmybd3bp23vpzkxqofpi 479 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 479 13 its -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 479 14 relation relation NN work_46wmz2hmybd3bp23vpzkxqofpi 479 15 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 479 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 479 17 rise rise NN work_46wmz2hmybd3bp23vpzkxqofpi 479 18 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 479 19 top top JJ work_46wmz2hmybd3bp23vpzkxqofpi 479 20 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 479 21 shares share NNS work_46wmz2hmybd3bp23vpzkxqofpi 479 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 479 23 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 479 24 Brookings Brookings NNP work_46wmz2hmybd3bp23vpzkxqofpi 479 25 Papers Papers NNPS work_46wmz2hmybd3bp23vpzkxqofpi 479 26 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 479 27 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 479 28 Activity Activity NNP work_46wmz2hmybd3bp23vpzkxqofpi 479 29 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 479 30 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 479 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 479 32 , , , work_46wmz2hmybd3bp23vpzkxqofpi 479 33 Fall Fall NNP work_46wmz2hmybd3bp23vpzkxqofpi 479 34 , , , work_46wmz2hmybd3bp23vpzkxqofpi 479 35 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 479 36 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 479 37 70 70 CD work_46wmz2hmybd3bp23vpzkxqofpi 479 38 . . . work_46wmz2hmybd3bp23vpzkxqofpi 480 1 Pesando Pesando NNP work_46wmz2hmybd3bp23vpzkxqofpi 480 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 480 3 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 481 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 481 2 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 481 3 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 481 4 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 481 5 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 481 6 : : : work_46wmz2hmybd3bp23vpzkxqofpi 481 7 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 481 8 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 481 9 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 481 10 modern modern JJ work_46wmz2hmybd3bp23vpzkxqofpi 481 11 prints print NNS work_46wmz2hmybd3bp23vpzkxqofpi 481 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 481 13 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 481 14 American American NNP work_46wmz2hmybd3bp23vpzkxqofpi 481 15 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 481 16 Review Review NNP work_46wmz2hmybd3bp23vpzkxqofpi 481 17 83 83 CD work_46wmz2hmybd3bp23vpzkxqofpi 481 18 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 481 19 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 481 20 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 481 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 481 22 1075 1075 CD work_46wmz2hmybd3bp23vpzkxqofpi 481 23 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 481 24 1089 1089 CD work_46wmz2hmybd3bp23vpzkxqofpi 481 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 482 1 Pesando Pesando NNP work_46wmz2hmybd3bp23vpzkxqofpi 482 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 482 3 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 482 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 482 5 Shum Shum NNP work_46wmz2hmybd3bp23vpzkxqofpi 482 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 482 7 P. P. NNP work_46wmz2hmybd3bp23vpzkxqofpi 482 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 482 9 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 482 10 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 482 11 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 482 12 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 482 13 modern modern JJ work_46wmz2hmybd3bp23vpzkxqofpi 482 14 prints print NNS work_46wmz2hmybd3bp23vpzkxqofpi 482 15 : : : work_46wmz2hmybd3bp23vpzkxqofpi 482 16 Confirmations confirmation NNS work_46wmz2hmybd3bp23vpzkxqofpi 482 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 482 18 contradictions contradiction NNS work_46wmz2hmybd3bp23vpzkxqofpi 482 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 482 20 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 482 21 new new JJ work_46wmz2hmybd3bp23vpzkxqofpi 482 22 puzzles puzzle NNS work_46wmz2hmybd3bp23vpzkxqofpi 482 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 482 24 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 482 25 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 482 26 Inquiry Inquiry NNP work_46wmz2hmybd3bp23vpzkxqofpi 482 27 46 46 CD work_46wmz2hmybd3bp23vpzkxqofpi 482 28 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 482 29 2008 2008 CD work_46wmz2hmybd3bp23vpzkxqofpi 482 30 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 482 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 482 32 149 149 CD work_46wmz2hmybd3bp23vpzkxqofpi 482 33 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 482 34 159 159 CD work_46wmz2hmybd3bp23vpzkxqofpi 482 35 . . . work_46wmz2hmybd3bp23vpzkxqofpi 483 1 Piketty Piketty NNP work_46wmz2hmybd3bp23vpzkxqofpi 483 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 483 3 T. T. NNP work_46wmz2hmybd3bp23vpzkxqofpi 483 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 483 5 Saez Saez NNP work_46wmz2hmybd3bp23vpzkxqofpi 483 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 483 7 E. E. NNP work_46wmz2hmybd3bp23vpzkxqofpi 483 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 483 9 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 483 10 Income income NN work_46wmz2hmybd3bp23vpzkxqofpi 483 11 inequality inequality NN work_46wmz2hmybd3bp23vpzkxqofpi 483 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 483 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 483 14 United United NNP work_46wmz2hmybd3bp23vpzkxqofpi 483 15 States States NNP work_46wmz2hmybd3bp23vpzkxqofpi 483 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 483 17 1913 1913 CD work_46wmz2hmybd3bp23vpzkxqofpi 483 18 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 483 19 1998 1998 CD work_46wmz2hmybd3bp23vpzkxqofpi 483 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 483 21 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 483 22 Quarterly Quarterly NNP work_46wmz2hmybd3bp23vpzkxqofpi 483 23 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 483 24 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 483 25 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 483 26 118 118 CD work_46wmz2hmybd3bp23vpzkxqofpi 483 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 483 28 2003 2003 CD work_46wmz2hmybd3bp23vpzkxqofpi 483 29 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 483 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 483 31 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 483 32 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 483 33 39 39 CD work_46wmz2hmybd3bp23vpzkxqofpi 483 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 484 1 Renneboog Renneboog NNP work_46wmz2hmybd3bp23vpzkxqofpi 484 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 484 3 L. L. NNP work_46wmz2hmybd3bp23vpzkxqofpi 484 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 484 5 Van Van NNP work_46wmz2hmybd3bp23vpzkxqofpi 484 6 Houtte Houtte NNP work_46wmz2hmybd3bp23vpzkxqofpi 484 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 484 8 T. t. NN work_46wmz2hmybd3bp23vpzkxqofpi 484 9 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 484 10 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 484 11 monetary monetary JJ work_46wmz2hmybd3bp23vpzkxqofpi 484 12 appreciation appreciation NN work_46wmz2hmybd3bp23vpzkxqofpi 484 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 484 14 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 484 15 : : : work_46wmz2hmybd3bp23vpzkxqofpi 484 16 From from IN work_46wmz2hmybd3bp23vpzkxqofpi 484 17 realism realism NN work_46wmz2hmybd3bp23vpzkxqofpi 484 18 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 484 19 Magritte Magritte NNP work_46wmz2hmybd3bp23vpzkxqofpi 484 20 . . . work_46wmz2hmybd3bp23vpzkxqofpi 484 21 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 484 22 Cambridge Cambridge NNP work_46wmz2hmybd3bp23vpzkxqofpi 484 23 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 484 24 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 484 25 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 484 26 26 26 CD work_46wmz2hmybd3bp23vpzkxqofpi 484 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 484 28 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 484 29 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 484 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 484 31 331 331 CD work_46wmz2hmybd3bp23vpzkxqofpi 484 32 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 484 33 357 357 CD work_46wmz2hmybd3bp23vpzkxqofpi 484 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 485 1 Robertson Robertson NNP work_46wmz2hmybd3bp23vpzkxqofpi 485 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 485 3 I. I. NNP work_46wmz2hmybd3bp23vpzkxqofpi 486 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 486 2 ed ed NNP work_46wmz2hmybd3bp23vpzkxqofpi 486 3 . . . work_46wmz2hmybd3bp23vpzkxqofpi 486 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 487 1 Understanding understand VBG work_46wmz2hmybd3bp23vpzkxqofpi 487 2 international international JJ work_46wmz2hmybd3bp23vpzkxqofpi 487 3 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 487 4 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 487 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 487 6 management management NN work_46wmz2hmybd3bp23vpzkxqofpi 487 7 . . . work_46wmz2hmybd3bp23vpzkxqofpi 488 1 Routledge Routledge NNP work_46wmz2hmybd3bp23vpzkxqofpi 488 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 488 3 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 488 4 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 488 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 488 6 2005 2005 CD work_46wmz2hmybd3bp23vpzkxqofpi 488 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 488 8 . . . work_46wmz2hmybd3bp23vpzkxqofpi 489 1 Rosen Rosen NNP work_46wmz2hmybd3bp23vpzkxqofpi 489 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 489 3 S. S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 489 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 489 5 Hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 489 6 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 489 7 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 489 8 implicit implicit JJ work_46wmz2hmybd3bp23vpzkxqofpi 489 9 markets market NNS work_46wmz2hmybd3bp23vpzkxqofpi 489 10 : : : work_46wmz2hmybd3bp23vpzkxqofpi 489 11 Product product NN work_46wmz2hmybd3bp23vpzkxqofpi 489 12 differentiation differentiation NN work_46wmz2hmybd3bp23vpzkxqofpi 489 13 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 489 14 pure pure JJ work_46wmz2hmybd3bp23vpzkxqofpi 489 15 competition competition NN work_46wmz2hmybd3bp23vpzkxqofpi 489 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 489 17 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 489 18 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 489 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 489 20 Political Political NNP work_46wmz2hmybd3bp23vpzkxqofpi 489 21 Economy Economy NNP work_46wmz2hmybd3bp23vpzkxqofpi 489 22 82 82 CD work_46wmz2hmybd3bp23vpzkxqofpi 489 23 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 489 24 1974 1974 CD work_46wmz2hmybd3bp23vpzkxqofpi 489 25 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 489 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 489 27 34 34 CD work_46wmz2hmybd3bp23vpzkxqofpi 489 28 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 489 29 55 55 CD work_46wmz2hmybd3bp23vpzkxqofpi 489 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 490 1 Rosen Rosen NNP work_46wmz2hmybd3bp23vpzkxqofpi 490 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 490 3 S. S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 490 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 490 5 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 490 6 economics economic NNS work_46wmz2hmybd3bp23vpzkxqofpi 490 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 490 8 superstars superstar NNS work_46wmz2hmybd3bp23vpzkxqofpi 490 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 490 10 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 490 11 American American NNP work_46wmz2hmybd3bp23vpzkxqofpi 490 12 Economic Economic NNP work_46wmz2hmybd3bp23vpzkxqofpi 490 13 Review Review NNP work_46wmz2hmybd3bp23vpzkxqofpi 490 14 71 71 CD work_46wmz2hmybd3bp23vpzkxqofpi 490 15 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 490 16 1981 1981 CD work_46wmz2hmybd3bp23vpzkxqofpi 490 17 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 490 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 490 19 845 845 CD work_46wmz2hmybd3bp23vpzkxqofpi 490 20 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 490 21 858 858 CD work_46wmz2hmybd3bp23vpzkxqofpi 490 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 491 1 Scorcu scorcu RB work_46wmz2hmybd3bp23vpzkxqofpi 491 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 491 3 A. A. NNP work_46wmz2hmybd3bp23vpzkxqofpi 491 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 491 5 Zanola Zanola NNP work_46wmz2hmybd3bp23vpzkxqofpi 491 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 491 7 R. R. NNP work_46wmz2hmybd3bp23vpzkxqofpi 491 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 491 9 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 491 10 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 491 11 right right JJ work_46wmz2hmybd3bp23vpzkxqofpi 491 12 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 491 13 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 491 14 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 491 15 collectibles collectible NNS work_46wmz2hmybd3bp23vpzkxqofpi 491 16 : : : work_46wmz2hmybd3bp23vpzkxqofpi 491 17 A a DT work_46wmz2hmybd3bp23vpzkxqofpi 491 18 quantile quantile JJ work_46wmz2hmybd3bp23vpzkxqofpi 491 19 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 491 20 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 491 21 investigation investigation NN work_46wmz2hmybd3bp23vpzkxqofpi 491 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 491 23 Picasso Picasso NNP work_46wmz2hmybd3bp23vpzkxqofpi 491 24 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 491 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 491 26 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 491 27 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 491 28 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 491 29 Alternative Alternative NNP work_46wmz2hmybd3bp23vpzkxqofpi 491 30 Investments Investments NNP work_46wmz2hmybd3bp23vpzkxqofpi 491 31 14 14 CD work_46wmz2hmybd3bp23vpzkxqofpi 491 32 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 491 33 2011 2011 CD work_46wmz2hmybd3bp23vpzkxqofpi 491 34 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 491 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 491 36 89 89 CD work_46wmz2hmybd3bp23vpzkxqofpi 491 37 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 491 38 99 99 CD work_46wmz2hmybd3bp23vpzkxqofpi 491 39 . . . work_46wmz2hmybd3bp23vpzkxqofpi 492 1 Shiller Shiller NNP work_46wmz2hmybd3bp23vpzkxqofpi 492 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 492 3 R. R. NNP work_46wmz2hmybd3bp23vpzkxqofpi 492 4 Irrational Irrational NNP work_46wmz2hmybd3bp23vpzkxqofpi 492 5 Exuberance Exuberance NNP work_46wmz2hmybd3bp23vpzkxqofpi 492 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 492 7 2nd 2nd NNP work_46wmz2hmybd3bp23vpzkxqofpi 492 8 Edition Edition NNP work_46wmz2hmybd3bp23vpzkxqofpi 492 9 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 492 10 . . . work_46wmz2hmybd3bp23vpzkxqofpi 493 1 Princeton Princeton NNP work_46wmz2hmybd3bp23vpzkxqofpi 493 2 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 493 3 Press Press NNP work_46wmz2hmybd3bp23vpzkxqofpi 493 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 493 5 Princeton Princeton NNP work_46wmz2hmybd3bp23vpzkxqofpi 493 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 493 7 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 493 8 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 493 9 . . . work_46wmz2hmybd3bp23vpzkxqofpi 494 1 Silver Silver NNP work_46wmz2hmybd3bp23vpzkxqofpi 494 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 494 3 M. M. NNP work_46wmz2hmybd3bp23vpzkxqofpi 494 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 494 5 Heravi Heravi NNP work_46wmz2hmybd3bp23vpzkxqofpi 494 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 494 7 S. S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 494 8 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 494 9 Why why WRB work_46wmz2hmybd3bp23vpzkxqofpi 494 10 elementary elementary JJ work_46wmz2hmybd3bp23vpzkxqofpi 494 11 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 494 12 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 494 13 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 494 14 formulas formula NNS work_46wmz2hmybd3bp23vpzkxqofpi 494 15 differ differ VBP work_46wmz2hmybd3bp23vpzkxqofpi 494 16 : : : work_46wmz2hmybd3bp23vpzkxqofpi 494 17 Evidence evidence NN work_46wmz2hmybd3bp23vpzkxqofpi 494 18 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 494 19 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 494 20 dispersion dispersion NN work_46wmz2hmybd3bp23vpzkxqofpi 494 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 494 22 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 494 23 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 494 24 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 494 25 Econometrics Econometrics NNP work_46wmz2hmybd3bp23vpzkxqofpi 494 26 140 140 CD work_46wmz2hmybd3bp23vpzkxqofpi 494 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 494 28 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 494 29 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 494 30 , , , work_46wmz2hmybd3bp23vpzkxqofpi 494 31 874 874 CD work_46wmz2hmybd3bp23vpzkxqofpi 494 32 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 494 33 883 883 CD work_46wmz2hmybd3bp23vpzkxqofpi 494 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 495 1 Stein Stein NNP work_46wmz2hmybd3bp23vpzkxqofpi 495 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 495 3 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 496 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 496 2 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 496 3 monetary monetary JJ work_46wmz2hmybd3bp23vpzkxqofpi 496 4 appreciation appreciation NN work_46wmz2hmybd3bp23vpzkxqofpi 496 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 496 6 paintings painting NNS work_46wmz2hmybd3bp23vpzkxqofpi 496 7 . . . work_46wmz2hmybd3bp23vpzkxqofpi 496 8 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 496 9 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 496 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 496 11 Political Political NNP work_46wmz2hmybd3bp23vpzkxqofpi 496 12 Economy Economy NNP work_46wmz2hmybd3bp23vpzkxqofpi 496 13 85 85 CD work_46wmz2hmybd3bp23vpzkxqofpi 496 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 496 15 1977 1977 CD work_46wmz2hmybd3bp23vpzkxqofpi 496 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 496 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 496 18 1021 1021 CD work_46wmz2hmybd3bp23vpzkxqofpi 496 19 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 496 20 1036 1036 CD work_46wmz2hmybd3bp23vpzkxqofpi 496 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 497 1 Tetlock Tetlock NNP work_46wmz2hmybd3bp23vpzkxqofpi 497 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 497 3 P. P. NNP work_46wmz2hmybd3bp23vpzkxqofpi 497 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 497 5 Giving give VBG work_46wmz2hmybd3bp23vpzkxqofpi 497 6 content content NN work_46wmz2hmybd3bp23vpzkxqofpi 497 7 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 497 8 investor investor NN work_46wmz2hmybd3bp23vpzkxqofpi 497 9 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 497 10 : : : work_46wmz2hmybd3bp23vpzkxqofpi 497 11 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 497 12 role role NN work_46wmz2hmybd3bp23vpzkxqofpi 497 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 497 14 media medium NNS work_46wmz2hmybd3bp23vpzkxqofpi 497 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 497 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 497 17 stock stock NN work_46wmz2hmybd3bp23vpzkxqofpi 497 18 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 497 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 497 20 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 497 21 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 497 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 497 23 Finance Finance NNP work_46wmz2hmybd3bp23vpzkxqofpi 497 24 62 62 CD work_46wmz2hmybd3bp23vpzkxqofpi 497 25 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 497 26 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 497 27 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 497 28 , , , work_46wmz2hmybd3bp23vpzkxqofpi 497 29 1139 1139 CD work_46wmz2hmybd3bp23vpzkxqofpi 497 30 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 497 31 1168 1168 CD work_46wmz2hmybd3bp23vpzkxqofpi 497 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 498 1 Triplett Triplett NNP work_46wmz2hmybd3bp23vpzkxqofpi 498 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 498 3 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 499 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 499 2 Handbook Handbook NNP work_46wmz2hmybd3bp23vpzkxqofpi 499 3 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 499 4 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 499 5 indexes index NNS work_46wmz2hmybd3bp23vpzkxqofpi 499 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 499 7 quality quality NN work_46wmz2hmybd3bp23vpzkxqofpi 499 8 adjustments adjustment NNS work_46wmz2hmybd3bp23vpzkxqofpi 499 9 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 499 10 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 499 11 indexes index NNS work_46wmz2hmybd3bp23vpzkxqofpi 499 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 499 13 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 499 14 OECD OECD NNP work_46wmz2hmybd3bp23vpzkxqofpi 499 15 Science Science NNP work_46wmz2hmybd3bp23vpzkxqofpi 499 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 499 17 Technology Technology NNP work_46wmz2hmybd3bp23vpzkxqofpi 499 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 499 19 Industry Industry NNP work_46wmz2hmybd3bp23vpzkxqofpi 499 20 Working Working NNP work_46wmz2hmybd3bp23vpzkxqofpi 499 21 Papers Papers NNPS work_46wmz2hmybd3bp23vpzkxqofpi 499 22 2004/9 2004/9 CD work_46wmz2hmybd3bp23vpzkxqofpi 499 23 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 499 24 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 499 25 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 499 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 500 1 Wall Wall NNP work_46wmz2hmybd3bp23vpzkxqofpi 500 2 Street Street NNP work_46wmz2hmybd3bp23vpzkxqofpi 500 3 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 500 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 501 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 501 2 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 501 3 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 501 4 world world NN work_46wmz2hmybd3bp23vpzkxqofpi 501 5 jitters jitter NNS work_46wmz2hmybd3bp23vpzkxqofpi 501 6 ahead ahead RB work_46wmz2hmybd3bp23vpzkxqofpi 501 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 501 8 contemporary contemporary JJ work_46wmz2hmybd3bp23vpzkxqofpi 501 9 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 501 10 . . . work_46wmz2hmybd3bp23vpzkxqofpi 501 11 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 501 12 February February NNP work_46wmz2hmybd3bp23vpzkxqofpi 501 13 6 6 CD work_46wmz2hmybd3bp23vpzkxqofpi 501 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 501 15 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 501 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 501 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 502 1 Wall Wall NNP work_46wmz2hmybd3bp23vpzkxqofpi 502 2 Street Street NNP work_46wmz2hmybd3bp23vpzkxqofpi 502 3 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 502 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 503 1 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 503 2 Follow follow VB work_46wmz2hmybd3bp23vpzkxqofpi 503 3 your -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 503 4 heart heart NN work_46wmz2hmybd3bp23vpzkxqofpi 503 5 ? ? . work_46wmz2hmybd3bp23vpzkxqofpi 504 1 Examining examine VBG work_46wmz2hmybd3bp23vpzkxqofpi 504 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 504 3 pros pro NNS work_46wmz2hmybd3bp23vpzkxqofpi 504 4 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 504 5 cons con NNS work_46wmz2hmybd3bp23vpzkxqofpi 504 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 504 7 allowing allow VBG work_46wmz2hmybd3bp23vpzkxqofpi 504 8 passion passion NN work_46wmz2hmybd3bp23vpzkxqofpi 504 9 into into IN work_46wmz2hmybd3bp23vpzkxqofpi 504 10 your -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 504 11 portfolio portfolio NN work_46wmz2hmybd3bp23vpzkxqofpi 504 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 504 13 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 504 14 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 504 15 Wall Wall NNP work_46wmz2hmybd3bp23vpzkxqofpi 504 16 Street Street NNP work_46wmz2hmybd3bp23vpzkxqofpi 504 17 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 504 18 Europe Europe NNP work_46wmz2hmybd3bp23vpzkxqofpi 504 19 , , , work_46wmz2hmybd3bp23vpzkxqofpi 504 20 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 504 21 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 504 22 Report Report NNP work_46wmz2hmybd3bp23vpzkxqofpi 504 23 : : : work_46wmz2hmybd3bp23vpzkxqofpi 504 24 Wealth Wealth NNP work_46wmz2hmybd3bp23vpzkxqofpi 504 25 Adviser Adviser NNP work_46wmz2hmybd3bp23vpzkxqofpi 504 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 504 27 September September NNP work_46wmz2hmybd3bp23vpzkxqofpi 504 28 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 504 29 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 504 30 2010 2010 CD work_46wmz2hmybd3bp23vpzkxqofpi 504 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 504 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 505 1 Working working NN work_46wmz2hmybd3bp23vpzkxqofpi 505 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 505 3 H. H. NNP work_46wmz2hmybd3bp23vpzkxqofpi 505 4 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 505 5 Note note VB work_46wmz2hmybd3bp23vpzkxqofpi 505 6 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 505 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 505 8 correlation correlation NN work_46wmz2hmybd3bp23vpzkxqofpi 505 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 505 10 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 505 11 differences difference NNS work_46wmz2hmybd3bp23vpzkxqofpi 505 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 505 13 averages average NNS work_46wmz2hmybd3bp23vpzkxqofpi 505 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 505 15 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 505 16 random random JJ work_46wmz2hmybd3bp23vpzkxqofpi 505 17 chain chain NN work_46wmz2hmybd3bp23vpzkxqofpi 505 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 505 19 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 505 20 Econometrica Econometrica NNP work_46wmz2hmybd3bp23vpzkxqofpi 505 21 28 28 CD work_46wmz2hmybd3bp23vpzkxqofpi 505 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 505 23 1960 1960 CD work_46wmz2hmybd3bp23vpzkxqofpi 505 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 505 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 505 26 916 916 CD work_46wmz2hmybd3bp23vpzkxqofpi 505 27 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 505 28 918 918 CD work_46wmz2hmybd3bp23vpzkxqofpi 505 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 506 1 Zietz Zietz NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 506 3 J. J. NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 506 5 Zietz Zietz NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 506 7 E. E. NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 506 9 Sirmans Sirmans NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 506 11 G. G. NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 12 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 506 13 Determinants Determinants NNPS work_46wmz2hmybd3bp23vpzkxqofpi 506 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 506 15 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 506 16 prices price NNS work_46wmz2hmybd3bp23vpzkxqofpi 506 17 : : : work_46wmz2hmybd3bp23vpzkxqofpi 506 18 A a DT work_46wmz2hmybd3bp23vpzkxqofpi 506 19 quantile quantile NN work_46wmz2hmybd3bp23vpzkxqofpi 506 20 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 506 21 approach approach NN work_46wmz2hmybd3bp23vpzkxqofpi 506 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 506 23 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 506 24 Journal Journal NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 25 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 506 26 Real Real NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 27 Estate Estate NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 28 Finance Finance NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 29 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 506 30 Economics Economics NNP work_46wmz2hmybd3bp23vpzkxqofpi 506 31 37 37 CD work_46wmz2hmybd3bp23vpzkxqofpi 506 32 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 506 33 2008 2008 CD work_46wmz2hmybd3bp23vpzkxqofpi 506 34 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 506 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 506 36 317 317 CD work_46wmz2hmybd3bp23vpzkxqofpi 506 37 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 506 38 333 333 CD work_46wmz2hmybd3bp23vpzkxqofpi 506 39 . . . work_46wmz2hmybd3bp23vpzkxqofpi 507 1 22 22 CD work_46wmz2hmybd3bp23vpzkxqofpi 507 2 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 507 3 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 507 4 – – : work_46wmz2hmybd3bp23vpzkxqofpi 507 5 Descriptive descriptive JJ work_46wmz2hmybd3bp23vpzkxqofpi 507 6 statistics statistic NNS work_46wmz2hmybd3bp23vpzkxqofpi 507 7 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 507 8 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 507 9 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 507 10 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 507 11 displays display VBZ work_46wmz2hmybd3bp23vpzkxqofpi 507 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 507 13 descriptive descriptive JJ work_46wmz2hmybd3bp23vpzkxqofpi 507 14 statistics statistic NNS work_46wmz2hmybd3bp23vpzkxqofpi 507 15 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 507 16 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 507 17 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 507 18 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 507 19 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 507 20 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 507 21 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 507 22 study study NN work_46wmz2hmybd3bp23vpzkxqofpi 507 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 508 1 TEXTBOOK TEXTBOOK NNP work_46wmz2hmybd3bp23vpzkxqofpi 508 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 508 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 508 4 dummy dummy JJ work_46wmz2hmybd3bp23vpzkxqofpi 508 5 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 508 6 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 508 7 equals equal VBZ work_46wmz2hmybd3bp23vpzkxqofpi 508 8 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 508 9 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 508 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 508 11 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 508 12 was be VBD work_46wmz2hmybd3bp23vpzkxqofpi 508 13 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 508 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 508 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 508 16 last last JJ work_46wmz2hmybd3bp23vpzkxqofpi 508 17 edition edition NN work_46wmz2hmybd3bp23vpzkxqofpi 508 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 508 19 ‘ ' `` work_46wmz2hmybd3bp23vpzkxqofpi 508 20 Gardner Gardner NNP work_46wmz2hmybd3bp23vpzkxqofpi 508 21 ’s ’s , work_46wmz2hmybd3bp23vpzkxqofpi 508 22 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 508 23 Through through IN work_46wmz2hmybd3bp23vpzkxqofpi 508 24 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 508 25 Ages Ages NNPS work_46wmz2hmybd3bp23vpzkxqofpi 508 26 ’ ' '' work_46wmz2hmybd3bp23vpzkxqofpi 508 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 508 28 1926 1926 CD work_46wmz2hmybd3bp23vpzkxqofpi 508 29 , , , work_46wmz2hmybd3bp23vpzkxqofpi 508 30 1959 1959 CD work_46wmz2hmybd3bp23vpzkxqofpi 508 31 , , , work_46wmz2hmybd3bp23vpzkxqofpi 508 32 1980 1980 CD work_46wmz2hmybd3bp23vpzkxqofpi 508 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 508 34 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 508 35 , , , work_46wmz2hmybd3bp23vpzkxqofpi 508 36 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 508 37 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 508 38 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 508 39 prior prior RB work_46wmz2hmybd3bp23vpzkxqofpi 508 40 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 508 41 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 508 42 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 508 43 . . . work_46wmz2hmybd3bp23vpzkxqofpi 509 1 EXHIBITION EXHIBITION NNP work_46wmz2hmybd3bp23vpzkxqofpi 509 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 509 3 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 509 4 dummy dummy JJ work_46wmz2hmybd3bp23vpzkxqofpi 509 5 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 509 6 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 509 7 equals equal VBZ work_46wmz2hmybd3bp23vpzkxqofpi 509 8 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 509 9 once once IN work_46wmz2hmybd3bp23vpzkxqofpi 509 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 509 11 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 509 12 has have VBZ work_46wmz2hmybd3bp23vpzkxqofpi 509 13 exhibited exhibit VBN work_46wmz2hmybd3bp23vpzkxqofpi 509 14 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 509 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 509 16 Documenta Documenta NNP work_46wmz2hmybd3bp23vpzkxqofpi 509 17 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 509 18 exhibition exhibition NN work_46wmz2hmybd3bp23vpzkxqofpi 509 19 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 509 20 Kassel Kassel NNP work_46wmz2hmybd3bp23vpzkxqofpi 509 21 , , , work_46wmz2hmybd3bp23vpzkxqofpi 509 22 Germany Germany NNP work_46wmz2hmybd3bp23vpzkxqofpi 509 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 510 1 DECEASED DECEASED NNP work_46wmz2hmybd3bp23vpzkxqofpi 510 2 equals equal VBZ work_46wmz2hmybd3bp23vpzkxqofpi 510 3 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 510 4 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 510 5 case case NN work_46wmz2hmybd3bp23vpzkxqofpi 510 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 510 7 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 510 8 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 510 9 dead dead JJ work_46wmz2hmybd3bp23vpzkxqofpi 510 10 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 510 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 510 12 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 510 13 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 510 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 510 15 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 510 16 . . . work_46wmz2hmybd3bp23vpzkxqofpi 511 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 2 attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 511 3 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 511 4 ATTRIBUTED attribute VBN work_46wmz2hmybd3bp23vpzkxqofpi 511 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 6 STUDIO STUDIO NNP work_46wmz2hmybd3bp23vpzkxqofpi 511 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 8 CIRCLE CIRCLE NNP work_46wmz2hmybd3bp23vpzkxqofpi 511 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 10 SCHOOL SCHOOL NNP work_46wmz2hmybd3bp23vpzkxqofpi 511 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 12 AFTER AFTER NNP work_46wmz2hmybd3bp23vpzkxqofpi 511 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 14 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 511 15 STYLE STYLE NNP work_46wmz2hmybd3bp23vpzkxqofpi 511 16 equal equal JJ work_46wmz2hmybd3bp23vpzkxqofpi 511 17 one one NN work_46wmz2hmybd3bp23vpzkxqofpi 511 18 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 511 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 20 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 511 21 catalogue catalogue NN work_46wmz2hmybd3bp23vpzkxqofpi 511 22 identifies identify VBZ work_46wmz2hmybd3bp23vpzkxqofpi 511 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 24 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 511 25 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 511 26 being be VBG work_46wmz2hmybd3bp23vpzkxqofpi 511 27 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 511 28 attributed attribute VBN work_46wmz2hmybd3bp23vpzkxqofpi 511 29 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 511 30 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 511 31 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 32 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 511 33 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 34 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 511 35 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 36 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 511 37 studio studio NN work_46wmz2hmybd3bp23vpzkxqofpi 511 38 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 511 39 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 511 40 that that DT work_46wmz2hmybd3bp23vpzkxqofpi 511 41 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 511 42 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 43 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 511 44 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 45 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 511 46 circle circle NN work_46wmz2hmybd3bp23vpzkxqofpi 511 47 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 511 48 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 511 49 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 50 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 511 51 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 52 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 511 53 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 54 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 511 55 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 511 56 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 511 57 school school NN work_46wmz2hmybd3bp23vpzkxqofpi 511 58 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 511 59 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 60 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 511 61 after after IN work_46wmz2hmybd3bp23vpzkxqofpi 511 62 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 511 63 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 64 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 511 65 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 66 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 511 67 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 511 68 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 511 69 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 70 style style NN work_46wmz2hmybd3bp23vpzkxqofpi 511 71 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 511 72 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 511 73 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 511 74 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 511 75 , , , work_46wmz2hmybd3bp23vpzkxqofpi 511 76 respectively respectively RB work_46wmz2hmybd3bp23vpzkxqofpi 511 77 . . . work_46wmz2hmybd3bp23vpzkxqofpi 512 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 512 2 authenticity authenticity NN work_46wmz2hmybd3bp23vpzkxqofpi 512 3 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 512 4 SIGNED SIGNED NNP work_46wmz2hmybd3bp23vpzkxqofpi 512 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 512 6 DATED date VBN work_46wmz2hmybd3bp23vpzkxqofpi 512 7 take take VBP work_46wmz2hmybd3bp23vpzkxqofpi 512 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 512 9 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 512 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 512 11 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 512 12 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 512 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 512 14 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 512 15 carries carry VBZ work_46wmz2hmybd3bp23vpzkxqofpi 512 16 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 512 17 signature signature NN work_46wmz2hmybd3bp23vpzkxqofpi 512 18 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 512 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 512 20 artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 512 21 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 512 22 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 512 23 dated date VBN work_46wmz2hmybd3bp23vpzkxqofpi 512 24 , , , work_46wmz2hmybd3bp23vpzkxqofpi 512 25 respectively respectively RB work_46wmz2hmybd3bp23vpzkxqofpi 512 26 . . . work_46wmz2hmybd3bp23vpzkxqofpi 513 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 513 2 medium medium NN work_46wmz2hmybd3bp23vpzkxqofpi 513 3 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 513 4 OIL OIL NNP work_46wmz2hmybd3bp23vpzkxqofpi 513 5 , , , work_46wmz2hmybd3bp23vpzkxqofpi 513 6 WATERCOLOR WATERCOLOR NNP work_46wmz2hmybd3bp23vpzkxqofpi 513 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 513 8 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 513 9 DRAWING drawing NN work_46wmz2hmybd3bp23vpzkxqofpi 513 10 indicate indicate VBP work_46wmz2hmybd3bp23vpzkxqofpi 513 11 whether whether IN work_46wmz2hmybd3bp23vpzkxqofpi 513 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 513 13 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 513 14 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 513 15 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 513 16 oil oil NN work_46wmz2hmybd3bp23vpzkxqofpi 513 17 painting painting NN work_46wmz2hmybd3bp23vpzkxqofpi 513 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 513 19 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 513 20 watercolor watercolor NN work_46wmz2hmybd3bp23vpzkxqofpi 513 21 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 513 22 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 513 23 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 513 24 gouache gouache NN work_46wmz2hmybd3bp23vpzkxqofpi 513 25 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 513 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 513 27 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 513 28 another another DT work_46wmz2hmybd3bp23vpzkxqofpi 513 29 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 513 30 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 513 31 paper paper NN work_46wmz2hmybd3bp23vpzkxqofpi 513 32 . . . work_46wmz2hmybd3bp23vpzkxqofpi 514 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 514 2 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 514 3 HEIGHT height NN work_46wmz2hmybd3bp23vpzkxqofpi 514 4 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 514 5 WIDTH WIDTH NNP work_46wmz2hmybd3bp23vpzkxqofpi 514 6 measure measure VBP work_46wmz2hmybd3bp23vpzkxqofpi 514 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 514 8 height height NN work_46wmz2hmybd3bp23vpzkxqofpi 514 9 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 514 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 514 11 width width NN work_46wmz2hmybd3bp23vpzkxqofpi 514 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 514 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 514 14 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 514 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 514 16 inches inch NNS work_46wmz2hmybd3bp23vpzkxqofpi 514 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 515 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 515 2 topic topic NN work_46wmz2hmybd3bp23vpzkxqofpi 515 3 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 515 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 515 5 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 515 6 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 515 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 515 8 first first JJ work_46wmz2hmybd3bp23vpzkxqofpi 515 9 word(s word(s NN work_46wmz2hmybd3bp23vpzkxqofpi 515 10 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 515 11 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 515 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 515 13 title title NN work_46wmz2hmybd3bp23vpzkxqofpi 515 14 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 515 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 515 16 work work NN work_46wmz2hmybd3bp23vpzkxqofpi 515 17 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 515 18 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 515 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 516 1 Appendix Appendix NNP work_46wmz2hmybd3bp23vpzkxqofpi 516 2 B B NNP work_46wmz2hmybd3bp23vpzkxqofpi 516 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 516 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 517 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 517 2 month month NN work_46wmz2hmybd3bp23vpzkxqofpi 517 3 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 517 4 indicate indicate VBP work_46wmz2hmybd3bp23vpzkxqofpi 517 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 517 6 month month NN work_46wmz2hmybd3bp23vpzkxqofpi 517 7 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 517 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 517 9 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 517 10 . . . work_46wmz2hmybd3bp23vpzkxqofpi 518 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 518 2 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 518 3 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 518 4 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 518 5 SOTH_LONDON soth_london RB work_46wmz2hmybd3bp23vpzkxqofpi 518 6 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 7 SOTH_NY SOTH_NY NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 9 SOTH_OTHER soth_other NN work_46wmz2hmybd3bp23vpzkxqofpi 518 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 11 CHR_LONDON chr_london NN work_46wmz2hmybd3bp23vpzkxqofpi 518 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 13 CHR_NY chr_ny CD work_46wmz2hmybd3bp23vpzkxqofpi 518 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 15 CHR_OTHER chr_other JJ work_46wmz2hmybd3bp23vpzkxqofpi 518 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 17 BON_LONDON bon_london JJ work_46wmz2hmybd3bp23vpzkxqofpi 518 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 19 BON_OTHER bon_other JJ work_46wmz2hmybd3bp23vpzkxqofpi 518 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 21 PHIL_LONDON phil_london JJ work_46wmz2hmybd3bp23vpzkxqofpi 518 22 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 23 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 518 24 PHIL_OTHER PHIL_OTHER NNS work_46wmz2hmybd3bp23vpzkxqofpi 518 25 equal equal JJ work_46wmz2hmybd3bp23vpzkxqofpi 518 26 one one NN work_46wmz2hmybd3bp23vpzkxqofpi 518 27 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 518 28 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 518 29 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 518 30 takes take VBZ work_46wmz2hmybd3bp23vpzkxqofpi 518 31 place place NN work_46wmz2hmybd3bp23vpzkxqofpi 518 32 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 518 33 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 34 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 518 35 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 36 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 37 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 38 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 518 39 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 40 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 41 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 42 another another DT work_46wmz2hmybd3bp23vpzkxqofpi 518 43 branch branch NN work_46wmz2hmybd3bp23vpzkxqofpi 518 44 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 518 45 Sotheby Sotheby NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 46 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 518 47 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 48 Christie Christie NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 49 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 518 50 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 51 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 52 Christie Christie NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 53 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 518 54 New New NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 55 York York NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 56 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 57 another another DT work_46wmz2hmybd3bp23vpzkxqofpi 518 58 branch branch NN work_46wmz2hmybd3bp23vpzkxqofpi 518 59 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 518 60 Christie Christie NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 61 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 518 62 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 63 Bonhams Bonhams NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 64 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 65 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 66 another another DT work_46wmz2hmybd3bp23vpzkxqofpi 518 67 office office NN work_46wmz2hmybd3bp23vpzkxqofpi 518 68 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 518 69 Bonhams Bonhams NNPS work_46wmz2hmybd3bp23vpzkxqofpi 518 70 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 71 Phillips Phillips NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 72 London London NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 73 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 74 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 518 75 another another DT work_46wmz2hmybd3bp23vpzkxqofpi 518 76 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 518 77 room room NN work_46wmz2hmybd3bp23vpzkxqofpi 518 78 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 518 79 Phillips Phillips NNP work_46wmz2hmybd3bp23vpzkxqofpi 518 80 , , , work_46wmz2hmybd3bp23vpzkxqofpi 518 81 respectively respectively RB work_46wmz2hmybd3bp23vpzkxqofpi 518 82 . . . work_46wmz2hmybd3bp23vpzkxqofpi 519 1 AUCTION_EUROPEAN AUCTION_EUROPEAN NNP work_46wmz2hmybd3bp23vpzkxqofpi 519 2 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 519 3 AUCTION_AMERICAN AUCTION_AMERICAN NNS work_46wmz2hmybd3bp23vpzkxqofpi 519 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 519 5 dummy dummy JJ work_46wmz2hmybd3bp23vpzkxqofpi 519 6 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 519 7 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 519 8 equal equal VBP work_46wmz2hmybd3bp23vpzkxqofpi 519 9 one one NN work_46wmz2hmybd3bp23vpzkxqofpi 519 10 if if IN work_46wmz2hmybd3bp23vpzkxqofpi 519 11 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 519 12 sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 519 13 takes take VBZ work_46wmz2hmybd3bp23vpzkxqofpi 519 14 place place NN work_46wmz2hmybd3bp23vpzkxqofpi 519 15 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 519 16 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 519 17 large large JJ work_46wmz2hmybd3bp23vpzkxqofpi 519 18 Continental Continental NNP work_46wmz2hmybd3bp23vpzkxqofpi 519 19 European European NNP work_46wmz2hmybd3bp23vpzkxqofpi 519 20 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 519 21 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 519 22 large large JJ work_46wmz2hmybd3bp23vpzkxqofpi 519 23 American american JJ work_46wmz2hmybd3bp23vpzkxqofpi 519 24 auction auction NN work_46wmz2hmybd3bp23vpzkxqofpi 519 25 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 519 26 , , , work_46wmz2hmybd3bp23vpzkxqofpi 519 27 respectively respectively RB work_46wmz2hmybd3bp23vpzkxqofpi 519 28 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 519 29 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 519 30 . . . work_46wmz2hmybd3bp23vpzkxqofpi 520 1 Appendix Appendix NNP work_46wmz2hmybd3bp23vpzkxqofpi 520 2 C C NNP work_46wmz2hmybd3bp23vpzkxqofpi 520 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 520 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 521 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 521 2 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 521 3 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 521 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 521 5 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 521 6 report report VBP work_46wmz2hmybd3bp23vpzkxqofpi 521 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 521 8 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 521 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 521 10 observations observation NNS work_46wmz2hmybd3bp23vpzkxqofpi 521 11 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 521 12 N n NN work_46wmz2hmybd3bp23vpzkxqofpi 521 13 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 521 14 , , , work_46wmz2hmybd3bp23vpzkxqofpi 521 15 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 521 16 mean mean NN work_46wmz2hmybd3bp23vpzkxqofpi 521 17 , , , work_46wmz2hmybd3bp23vpzkxqofpi 521 18 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 521 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 521 20 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 521 21 deviation deviation NN work_46wmz2hmybd3bp23vpzkxqofpi 521 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 521 23 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 521 24 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 521 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 522 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 522 2 dummy dummy JJ work_46wmz2hmybd3bp23vpzkxqofpi 522 3 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 522 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 522 5 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 522 6 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 522 7 show show VBP work_46wmz2hmybd3bp23vpzkxqofpi 522 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 522 9 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 522 10 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 522 11 zeros zero NNS work_46wmz2hmybd3bp23vpzkxqofpi 522 12 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 522 13 ones one NNS work_46wmz2hmybd3bp23vpzkxqofpi 522 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 523 1 N N NNP work_46wmz2hmybd3bp23vpzkxqofpi 523 2 Mean Mean NNP work_46wmz2hmybd3bp23vpzkxqofpi 523 3 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 1 0 0 NFP work_46wmz2hmybd3bp23vpzkxqofpi 524 2 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 3 Artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 524 4 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 5 TEXTBOOK TEXTBOOK NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 6 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 7 0.1218 0.1218 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 8 0.3271 0.3271 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 9 956,096 956,096 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 10 132,613 132,613 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 11 EXHIBITION EXHIBITION VBD work_46wmz2hmybd3bp23vpzkxqofpi 524 12 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 13 0.2118 0.2118 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 14 0.4086 0.4086 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 15 858,118 858,118 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 16 230,591 230,591 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 17 DECEASED deceased RB work_46wmz2hmybd3bp23vpzkxqofpi 524 18 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 19 0.8810 0.8810 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 20 0.3238 0.3238 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 21 992,796 992,796 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 22 95,913 95,913 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 23 Work work NN work_46wmz2hmybd3bp23vpzkxqofpi 524 24 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 25 Attribution attribution NN work_46wmz2hmybd3bp23vpzkxqofpi 524 26 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 27 ATTRIBUTED attribute VBD work_46wmz2hmybd3bp23vpzkxqofpi 524 28 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 29 0.0435 0.0435 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 30 0.2040 0.2040 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 31 1,041,361 1,041,361 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 32 47,348 47,348 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 33 STUDIO studio NN work_46wmz2hmybd3bp23vpzkxqofpi 524 34 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 35 0.0051 0.0051 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 36 0.0716 0.0716 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 37 1,083,104 1,083,104 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 38 5,605 5,605 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 39 CIRCLE CIRCLE VBD work_46wmz2hmybd3bp23vpzkxqofpi 524 40 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 41 0.0229 0.0229 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 42 0.1496 0.1496 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 43 1,063,778 1,063,778 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 44 24,931 24,931 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 45 SCHOOL school NN work_46wmz2hmybd3bp23vpzkxqofpi 524 46 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 47 0.0065 0.0065 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 48 0.0802 0.0802 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 49 1,081,663 1,081,663 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 50 7,046 7,046 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 51 AFTER after IN work_46wmz2hmybd3bp23vpzkxqofpi 524 52 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 53 0.0101 0.0101 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 54 0.1002 0.1002 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 55 1,077,668 1,077,668 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 56 11,041 11,041 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 57 STYLE style NN work_46wmz2hmybd3bp23vpzkxqofpi 524 58 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 59 0.0288 0.0288 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 60 0.1671 0.1671 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 61 1,057,407 1,057,407 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 62 31,302 31,302 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 63 Authenticity Authenticity NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 64 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 524 65 SIGNED SIGNED NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 66 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 67 0.5900 0.5900 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 68 0.4918 0.4918 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 69 446,375 446,375 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 70 642,334 642,334 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 71 DATED date VBN work_46wmz2hmybd3bp23vpzkxqofpi 524 72 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 73 0.3292 0.3292 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 74 0.4699 0.4699 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 75 730,275 730,275 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 76 358,434 358,434 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 77 Medium Medium NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 78 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 524 79 OIL OIL NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 80 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 81 0.6025 0.6025 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 82 0.4894 0.4894 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 83 432,813 432,813 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 84 655,896 655,896 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 85 WATERCOLOR WATERCOLOR NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 86 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 87 0.1739 0.1739 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 88 0.3790 0.3790 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 89 899,358 899,358 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 90 189,351 189,351 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 91 DRAWING draw VBG work_46wmz2hmybd3bp23vpzkxqofpi 524 92 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 93 0.2236 0.2236 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 94 0.4167 0.4167 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 95 845,247 845,247 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 96 243,462 243,462 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 97 Size size NN work_46wmz2hmybd3bp23vpzkxqofpi 524 98 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 99 HEIGHT height VBP work_46wmz2hmybd3bp23vpzkxqofpi 524 100 1,078,702 1,078,702 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 101 20.6597 20.6597 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 102 14.8467 14.8467 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 103 WIDTH width NN work_46wmz2hmybd3bp23vpzkxqofpi 524 104 1,078,549 1,078,549 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 105 21.5984 21.5984 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 106 15.8748 15.8748 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 107 Topic Topic NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 108 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 524 109 STUDY STUDY NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 110 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 111 0.0152 0.0152 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 112 0.1225 0.1225 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 113 1,072,127 1,072,127 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 114 16,582 16,582 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 115 ABSTRACT ABSTRACT NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 116 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 117 0.0255 0.0255 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 118 0.1576 0.1576 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 119 1,060,960 1,060,960 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 120 27,749 27,749 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 121 ANIMALS animal NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 122 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 123 0.0108 0.0108 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 124 0.1033 0.1033 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 125 1,076,970 1,076,970 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 126 11,739 11,739 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 127 LANDSCAPE landscape NN work_46wmz2hmybd3bp23vpzkxqofpi 524 128 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 129 0.0430 0.0430 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 130 0.2028 0.2028 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 131 1,041,934 1,041,934 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 132 46,775 46,775 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 133 NUDE NUDE VBN work_46wmz2hmybd3bp23vpzkxqofpi 524 134 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 135 0.0082 0.0082 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 136 0.0903 0.0903 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 137 1,079,757 1,079,757 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 138 8,952 8,952 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 139 PEOPLE PEOPLE NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 140 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 141 0.0377 0.0377 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 142 0.1906 0.1906 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 143 1,047,628 1,047,628 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 144 41,081 41,081 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 145 PORTRAIT PORTRAIT NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 146 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 147 0.0619 0.0619 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 148 0.2410 0.2410 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 149 1,021,273 1,021,273 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 150 67,436 67,436 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 151 23 23 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 152 RELIGION RELIGION VBD work_46wmz2hmybd3bp23vpzkxqofpi 524 153 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 154 0.0161 0.0161 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 155 0.1257 0.1257 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 156 1,071,234 1,071,234 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 157 17,475 17,475 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 158 SELF SELF NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 159 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 524 160 PORTRAIT PORTRAIT NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 161 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 162 0.0030 0.0030 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 163 0.0544 0.0544 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 164 1,085,479 1,085,479 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 165 3,230 3,230 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 166 STILL_LIFE still_life CD work_46wmz2hmybd3bp23vpzkxqofpi 524 167 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 168 0.0244 0.0244 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 169 0.1543 0.1543 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 170 1,062,130 1,062,130 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 171 26,579 26,579 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 172 UNTITLED untitled NN work_46wmz2hmybd3bp23vpzkxqofpi 524 173 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 174 0.0287 0.0287 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 175 0.1670 0.1670 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 176 1,057,438 1,057,438 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 177 31,271 31,271 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 178 URBAN urban CD work_46wmz2hmybd3bp23vpzkxqofpi 524 179 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 180 0.0137 0.0137 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 181 0.1164 0.1164 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 182 1,073,761 1,073,761 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 183 14,948 14,948 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 184 Sale Sale NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 185 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 186 Month Month NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 187 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 524 188 JANUARY JANUARY NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 189 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 190 0.0287 0.0287 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 191 0.1670 0.1670 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 192 1,057,438 1,057,438 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 193 31,271 31,271 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 194 FEBRUARY february NN work_46wmz2hmybd3bp23vpzkxqofpi 524 195 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 196 0.0450 0.0450 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 197 0.2074 0.2074 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 198 1,039,667 1,039,667 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 199 49,042 49,042 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 200 MARCH MARCH NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 201 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 202 0.0916 0.0916 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 203 0.2884 0.2884 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 204 989,021 989,021 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 205 99,688 99,688 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 206 APRIL APRIL NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 207 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 208 0.0862 0.0862 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 209 0.2807 0.2807 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 210 994,864 994,864 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 211 93,845 93,845 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 212 MAY MAY NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 213 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 214 0.1358 0.1358 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 215 0.3426 0.3426 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 216 940,857 940,857 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 217 147,852 147,852 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 218 JUNE JUNE NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 219 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 220 0.1389 0.1389 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 221 0.3459 0.3459 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 222 937,442 937,442 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 223 151,267 151,267 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 224 JULY JULY NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 225 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 226 0.0547 0.0547 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 227 0.2275 0.2275 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 228 1,029,109 1,029,109 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 229 59,600 59,600 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 230 AUGUST AUGUST NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 231 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 232 0.0132 0.0132 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 233 0.1141 0.1141 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 234 1,074,345 1,074,345 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 235 14,364 14,364 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 236 SEPTEMBER september NN work_46wmz2hmybd3bp23vpzkxqofpi 524 237 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 238 0.0325 0.0325 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 239 0.1773 0.1773 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 240 1,053,329 1,053,329 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 241 35,380 35,380 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 242 OCTOBER OCTOBER NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 243 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 244 0.0904 0.0904 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 245 0.2868 0.2868 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 246 990,270 990,270 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 247 98,439 98,439 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 248 NOVEMBER november NN work_46wmz2hmybd3bp23vpzkxqofpi 524 249 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 250 0.1674 0.1674 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 251 0.3733 0.3733 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 252 906,483 906,483 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 253 182,226 182,226 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 254 DECEMBER DECEMBER NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 255 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 256 0.1155 0.1155 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 257 0.3196 0.3196 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 258 962,974 962,974 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 259 125,735 125,735 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 260 Auction Auction NNP work_46wmz2hmybd3bp23vpzkxqofpi 524 261 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 524 262 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 524 263 SOTH_LONDON soth_london CD work_46wmz2hmybd3bp23vpzkxqofpi 524 264 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 265 0.1220 0.1220 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 266 0.3273 0.3273 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 267 955,868 955,868 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 268 132,841 132,841 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 269 SOTH_NY soth_ny CD work_46wmz2hmybd3bp23vpzkxqofpi 524 270 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 271 0.0868 0.0868 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 272 0.2816 0.2816 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 273 994,167 994,167 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 274 94,542 94,542 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 275 SOTH_OTHER soth_other CD work_46wmz2hmybd3bp23vpzkxqofpi 524 276 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 277 0.0553 0.0553 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 278 0.2285 0.2285 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 279 1,028,541 1,028,541 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 280 60,168 60,168 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 281 CHR_LONDON chr_london JJ work_46wmz2hmybd3bp23vpzkxqofpi 524 282 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 283 0.0945 0.0945 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 284 0.2925 0.2925 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 285 985,848 985,848 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 286 102,861 102,861 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 287 CHR_NY chr_ny CD work_46wmz2hmybd3bp23vpzkxqofpi 524 288 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 289 0.0621 0.0621 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 290 0.2413 0.2413 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 291 1,021,149 1,021,149 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 292 67,560 67,560 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 293 CHR_OTHER chr_other CD work_46wmz2hmybd3bp23vpzkxqofpi 524 294 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 295 0.0711 0.0711 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 296 0.2570 0.2570 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 297 1,011,321 1,011,321 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 298 77,388 77,388 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 299 BON_LONDON bon_london CD work_46wmz2hmybd3bp23vpzkxqofpi 524 300 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 301 0.0106 0.0106 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 302 0.1023 0.1023 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 303 1,077,189 1,077,189 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 304 11,520 11,520 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 305 BON_OTHER bon_other JJ work_46wmz2hmybd3bp23vpzkxqofpi 524 306 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 307 0.0058 0.0058 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 308 0.0759 0.0759 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 309 1,082,400 1,082,400 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 310 6,309 6,309 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 311 PHIL_LONDON phil_london CD work_46wmz2hmybd3bp23vpzkxqofpi 524 312 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 313 0.0151 0.0151 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 314 0.1220 0.1220 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 315 1,072,251 1,072,251 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 316 16,458 16,458 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 317 PHIL_OTHER phil_other CD work_46wmz2hmybd3bp23vpzkxqofpi 524 318 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 319 0.0093 0.0093 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 320 0.0960 0.0960 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 321 1,078,571 1,078,571 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 322 10,138 10,138 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 323 AUCTION_EUROPEAN auction_european CD work_46wmz2hmybd3bp23vpzkxqofpi 524 324 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 325 0.1364 0.1364 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 326 0.3432 0.3432 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 327 940,173 940,173 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 328 148,536 148,536 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 329 AUCTION_AMERICAN auction_american CD work_46wmz2hmybd3bp23vpzkxqofpi 524 330 1,088,709 1,088,709 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 331 0.0189 0.0189 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 332 0.1361 0.1361 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 333 1,068,160 1,068,160 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 334 20,549 20,549 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 335 24 24 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 336 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 524 337 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 338 – – : work_46wmz2hmybd3bp23vpzkxqofpi 524 339 Baseline baseline JJ work_46wmz2hmybd3bp23vpzkxqofpi 524 340 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 524 341 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 524 342 results result VBZ work_46wmz2hmybd3bp23vpzkxqofpi 524 343 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 524 344 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 524 345 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 524 346 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 524 347 baseline baseline JJ work_46wmz2hmybd3bp23vpzkxqofpi 524 348 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 524 349 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 524 350 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 524 351 . . . work_46wmz2hmybd3bp23vpzkxqofpi 525 1 Eq eq RB work_46wmz2hmybd3bp23vpzkxqofpi 525 2 . . . work_46wmz2hmybd3bp23vpzkxqofpi 526 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 526 2 1 1 LS work_46wmz2hmybd3bp23vpzkxqofpi 526 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 526 4 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 526 5 estimated estimate VBN work_46wmz2hmybd3bp23vpzkxqofpi 526 6 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 526 7 OLS OLS NNP work_46wmz2hmybd3bp23vpzkxqofpi 526 8 . . . work_46wmz2hmybd3bp23vpzkxqofpi 527 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 527 2 dependent dependent JJ work_46wmz2hmybd3bp23vpzkxqofpi 527 3 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 527 4 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 527 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 527 6 natural natural JJ work_46wmz2hmybd3bp23vpzkxqofpi 527 7 log log NN work_46wmz2hmybd3bp23vpzkxqofpi 527 8 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 527 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 527 10 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 527 11 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 527 12 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 527 13 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 527 14 USD usd NN work_46wmz2hmybd3bp23vpzkxqofpi 527 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 528 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 528 2 descriptive descriptive JJ work_46wmz2hmybd3bp23vpzkxqofpi 528 3 statistics statistic NNS work_46wmz2hmybd3bp23vpzkxqofpi 528 4 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 528 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 528 6 independent independent JJ work_46wmz2hmybd3bp23vpzkxqofpi 528 7 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 528 8 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 528 9 shown show VBN work_46wmz2hmybd3bp23vpzkxqofpi 528 10 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 528 11 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 528 12 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 528 13 . . . work_46wmz2hmybd3bp23vpzkxqofpi 529 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 529 2 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 529 3 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 529 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 529 5 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 529 6 report report VBP work_46wmz2hmybd3bp23vpzkxqofpi 529 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 529 8 coefficient coefficient NN work_46wmz2hmybd3bp23vpzkxqofpi 529 9 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 529 10 β β NNP work_46wmz2hmybd3bp23vpzkxqofpi 529 11 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 529 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 529 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 529 14 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 529 15 deviation deviation NN work_46wmz2hmybd3bp23vpzkxqofpi 529 16 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 529 17 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 530 1 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 530 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 530 3 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 530 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 530 5 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 530 6 impact impact NN work_46wmz2hmybd3bp23vpzkxqofpi 530 7 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 530 8 i.e. i.e. FW work_46wmz2hmybd3bp23vpzkxqofpi 530 9 , , , work_46wmz2hmybd3bp23vpzkxqofpi 530 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 530 11 exponent exponent NN work_46wmz2hmybd3bp23vpzkxqofpi 530 12 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 530 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 530 14 coefficient coefficient NN work_46wmz2hmybd3bp23vpzkxqofpi 530 15 minus minus CC work_46wmz2hmybd3bp23vpzkxqofpi 530 16 one one CD work_46wmz2hmybd3bp23vpzkxqofpi 530 17 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 530 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 531 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 531 2 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 531 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 531 4 observations observation NNS work_46wmz2hmybd3bp23vpzkxqofpi 531 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 531 6 N n NN work_46wmz2hmybd3bp23vpzkxqofpi 531 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 531 8 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 531 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 531 10 R r NN work_46wmz2hmybd3bp23vpzkxqofpi 531 11 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 531 12 squared squared JJ work_46wmz2hmybd3bp23vpzkxqofpi 531 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 531 14 R2 r2 NN work_46wmz2hmybd3bp23vpzkxqofpi 531 15 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 531 16 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 531 17 presented present VBN work_46wmz2hmybd3bp23vpzkxqofpi 531 18 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 531 19 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 531 20 bottom bottom NN work_46wmz2hmybd3bp23vpzkxqofpi 531 21 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 531 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 531 23 table table NN work_46wmz2hmybd3bp23vpzkxqofpi 531 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 532 1 β β NNP work_46wmz2hmybd3bp23vpzkxqofpi 532 2 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 1 exp(β exp(β NFP work_46wmz2hmybd3bp23vpzkxqofpi 533 2 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 533 3 - - : work_46wmz2hmybd3bp23vpzkxqofpi 533 4 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 5 Year Year NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 6 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 7 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 533 8 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 533 9 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 533 10 Artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 533 11 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 12 Artist artist NN work_46wmz2hmybd3bp23vpzkxqofpi 533 13 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 14 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 533 15 included include VBN work_46wmz2hmybd3bp23vpzkxqofpi 533 16 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 533 17 TEXTBOOK TEXTBOOK NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 18 0.1263 0.1263 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 19 0.0065 0.0065 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 20 13.46 13.46 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 21 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 22 Work work NN work_46wmz2hmybd3bp23vpzkxqofpi 533 23 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 24 Attribution Attribution NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 25 dummies dummy NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 26 ATTRIBUTED attribute VBD work_46wmz2hmybd3bp23vpzkxqofpi 533 27 -0.7365 -0.7365 : work_46wmz2hmybd3bp23vpzkxqofpi 533 28 0.0050 0.0050 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 29 -52.12 -52.12 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 30 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 31 STUDIO studio NN work_46wmz2hmybd3bp23vpzkxqofpi 533 32 -0.7977 -0.7977 NFP work_46wmz2hmybd3bp23vpzkxqofpi 533 33 0.0134 0.0134 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 34 -54.96 -54.96 . work_46wmz2hmybd3bp23vpzkxqofpi 533 35 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 36 CIRCLE CIRCLE NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 37 -1.0490 -1.0490 NFP work_46wmz2hmybd3bp23vpzkxqofpi 533 38 0.0068 0.0068 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 39 -64.97 -64.97 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 40 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 41 SCHOOL school NN work_46wmz2hmybd3bp23vpzkxqofpi 533 42 -1.4152 -1.4152 : work_46wmz2hmybd3bp23vpzkxqofpi 533 43 0.0120 0.0120 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 44 -75.71 -75.71 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 45 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 46 AFTER AFTER NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 47 -1.8850 -1.8850 -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 533 48 0.0104 0.0104 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 49 -84.82 -84.82 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 50 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 51 STYLE STYLE NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 52 -1.5688 -1.5688 NFP work_46wmz2hmybd3bp23vpzkxqofpi 533 53 0.0064 0.0064 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 54 -79.17 -79.17 : work_46wmz2hmybd3bp23vpzkxqofpi 533 55 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 56 Authenticity Authenticity NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 57 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 533 58 SIGNED SIGNED NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 59 0.2703 0.2703 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 60 0.0027 0.0027 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 61 31.04 31.04 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 62 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 63 DATED date VBD work_46wmz2hmybd3bp23vpzkxqofpi 533 64 0.1706 0.1706 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 65 0.0026 0.0026 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 66 18.60 18.60 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 67 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 68 Medium Medium NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 69 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 533 70 OIL OIL NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 71 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 533 72 left leave VBN work_46wmz2hmybd3bp23vpzkxqofpi 533 73 out out RP work_46wmz2hmybd3bp23vpzkxqofpi 533 74 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 533 75 WATERCOLOR WATERCOLOR NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 76 -0.7144 -0.7144 NFP work_46wmz2hmybd3bp23vpzkxqofpi 533 77 0.0033 0.0033 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 78 -51.05 -51.05 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 79 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 80 DRAWING drawing NN work_46wmz2hmybd3bp23vpzkxqofpi 533 81 -1.1005 -1.1005 : work_46wmz2hmybd3bp23vpzkxqofpi 533 82 0.0030 0.0030 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 83 -66.73 -66.73 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 84 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 85 Size size NN work_46wmz2hmybd3bp23vpzkxqofpi 533 86 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 87 HEIGHT HEIGHT NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 88 0.0205 0.0205 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 89 0.0002 0.0002 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 90 2.07 2.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 91 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 92 WIDTH WIDTH NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 93 0.0250 0.0250 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 94 0.0002 0.0002 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 95 2.53 2.53 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 96 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 97 HEIGHT_2 height_2 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 98 -0.0001 -0.0001 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 99 0.0000 0.0000 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 100 -0.01 -0.01 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 101 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 102 WIDTH_2 width_2 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 103 -0.0001 -0.0001 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 104 0.0000 0.0000 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 105 -0.01 -0.01 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 106 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 107 Topic Topic NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 108 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 533 109 STUDY STUDY NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 110 -0.2049 -0.2049 NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 111 0.0078 0.0078 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 112 -18.53 -18.53 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 113 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 114 ABSTRACT ABSTRACT NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 115 -0.0780 -0.0780 : work_46wmz2hmybd3bp23vpzkxqofpi 533 116 0.0068 0.0068 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 117 -7.50 -7.50 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 118 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 119 ANIMALS animals JJ work_46wmz2hmybd3bp23vpzkxqofpi 533 120 -0.1703 -0.1703 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 121 0.0094 0.0094 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 122 -15.66 -15.66 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 123 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 124 LANDSCAPE landscape NN work_46wmz2hmybd3bp23vpzkxqofpi 533 125 -0.1320 -0.1320 : work_46wmz2hmybd3bp23vpzkxqofpi 533 126 0.0048 0.0048 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 127 -12.37 -12.37 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 128 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 129 NUDE nude JJ work_46wmz2hmybd3bp23vpzkxqofpi 533 130 -0.1645 -0.1645 : work_46wmz2hmybd3bp23vpzkxqofpi 533 131 0.0105 0.0105 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 132 -15.17 -15.17 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 133 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 134 PEOPLE PEOPLE NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 135 -0.0372 -0.0372 : work_46wmz2hmybd3bp23vpzkxqofpi 533 136 0.0050 0.0050 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 137 -3.65 -3.65 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 138 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 139 PORTRAIT portrait NN work_46wmz2hmybd3bp23vpzkxqofpi 533 140 -0.2278 -0.2278 : work_46wmz2hmybd3bp23vpzkxqofpi 533 141 0.0050 0.0050 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 142 -20.37 -20.37 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 143 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 144 RELIGION religion NN work_46wmz2hmybd3bp23vpzkxqofpi 533 145 -0.1114 -0.1114 : work_46wmz2hmybd3bp23vpzkxqofpi 533 146 0.0082 0.0082 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 147 -10.54 -10.54 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 148 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 149 SELF SELF NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 150 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 151 PORTRAIT PORTRAIT NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 152 0.1202 0.1202 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 153 0.0171 0.0171 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 154 12.77 12.77 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 155 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 156 STILL_LIFE STILL_LIFE NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 157 0.0410 0.0410 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 158 0.0067 0.0067 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 159 4.18 4.18 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 160 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 161 UNTITLED UNTITLED NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 162 -0.1639 -0.1639 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 163 0.0065 0.0065 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 164 -15.12 -15.12 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 165 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 166 URBAN URBAN NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 167 0.0409 0.0409 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 168 0.0081 0.0081 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 169 4.17 4.17 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 170 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 171 Sale sale NN work_46wmz2hmybd3bp23vpzkxqofpi 533 172 characteristics characteristic NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 173 Month Month NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 174 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 533 175 JANUARY JANUARY NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 176 [ [ -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 533 177 left leave VBN work_46wmz2hmybd3bp23vpzkxqofpi 533 178 out out RP work_46wmz2hmybd3bp23vpzkxqofpi 533 179 ] ] -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 533 180 FEBRUARY FEBRUARY NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 181 -0.1209 -0.1209 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 182 0.0072 0.0072 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 183 -11.39 -11.39 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 184 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 185 MARCH MARCH NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 186 0.0318 0.0318 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 187 0.0065 0.0065 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 188 3.23 3.23 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 189 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 190 APRIL APRIL NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 191 0.0859 0.0859 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 192 0.0065 0.0065 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 193 8.97 8.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 194 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 195 MAY MAY NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 196 0.1325 0.1325 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 197 0.0062 0.0062 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 198 14.16 14.16 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 199 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 200 JUNE JUNE NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 201 0.1430 0.1430 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 202 0.0063 0.0063 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 203 15.37 15.37 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 204 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 205 JULY JULY NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 206 0.0843 0.0843 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 207 0.0070 0.0070 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 208 8.80 8.80 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 209 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 210 AUGUST AUGUST NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 211 -0.0629 -0.0629 JJ work_46wmz2hmybd3bp23vpzkxqofpi 533 212 0.0101 0.0101 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 213 -6.09 -6.09 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 214 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 215 SEPTEMBER SEPTEMBER NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 216 -0.1599 -0.1599 : work_46wmz2hmybd3bp23vpzkxqofpi 533 217 0.0077 0.0077 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 218 -14.78 -14.78 . work_46wmz2hmybd3bp23vpzkxqofpi 533 219 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 220 25 25 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 221 OCTOBER OCTOBER NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 222 0.0007 0.0007 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 223 0.0065 0.0065 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 224 0.07 0.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 225 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 226 NOVEMBER NOVEMBER NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 227 0.1821 0.1821 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 228 0.0061 0.0061 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 229 19.98 19.98 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 230 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 231 DECEMBER DECEMBER NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 232 0.1517 0.1517 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 233 0.0064 0.0064 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 234 16.38 16.38 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 235 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 236 Auction Auction NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 237 house house NN work_46wmz2hmybd3bp23vpzkxqofpi 533 238 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 533 239 SOTH_LONDON soth_london CD work_46wmz2hmybd3bp23vpzkxqofpi 533 240 0.6324 0.6324 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 241 0.0037 0.0037 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 242 88.22 88.22 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 243 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 244 SOTH_NY SOTH_NY NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 245 0.7195 0.7195 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 246 0.0041 0.0041 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 247 105.35 105.35 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 248 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 249 SOTH_OTHER soth_other CD work_46wmz2hmybd3bp23vpzkxqofpi 533 250 0.3107 0.3107 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 251 0.0046 0.0046 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 252 36.44 36.44 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 253 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 254 CHR_LONDON chr_london JJ work_46wmz2hmybd3bp23vpzkxqofpi 533 255 0.6468 0.6468 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 256 0.0039 0.0039 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 257 90.94 90.94 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 258 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 259 CHR_NY chr_ny CD work_46wmz2hmybd3bp23vpzkxqofpi 533 260 0.6685 0.6685 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 261 0.0046 0.0046 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 262 95.12 95.12 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 263 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 264 CHR_OTHER chr_other JJ work_46wmz2hmybd3bp23vpzkxqofpi 533 265 0.1540 0.1540 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 266 0.0042 0.0042 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 267 16.65 16.65 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 268 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 269 BON_LONDON bon_london JJ work_46wmz2hmybd3bp23vpzkxqofpi 533 270 0.1180 0.1180 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 271 0.0094 0.0094 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 272 12.52 12.52 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 273 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 274 BON_OTHER bon_other JJ work_46wmz2hmybd3bp23vpzkxqofpi 533 275 -0.1193 -0.1193 : work_46wmz2hmybd3bp23vpzkxqofpi 533 276 0.0125 0.0125 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 277 -11.24 -11.24 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 533 278 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 279 PHIL_LONDON phil_london JJ work_46wmz2hmybd3bp23vpzkxqofpi 533 280 0.2170 0.2170 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 281 0.0079 0.0079 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 282 24.23 24.23 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 283 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 284 PHIL_OTHER phil_other CD work_46wmz2hmybd3bp23vpzkxqofpi 533 285 0.1164 0.1164 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 286 0.0099 0.0099 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 287 12.35 12.35 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 288 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 289 AUCTION_EUROPEAN auction_european CD work_46wmz2hmybd3bp23vpzkxqofpi 533 290 0.1308 0.1308 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 291 0.0033 0.0033 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 292 13.98 13.98 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 293 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 294 AUCTION_AMERICAN AUCTION_AMERICAN NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 295 -0.0968 -0.0968 : work_46wmz2hmybd3bp23vpzkxqofpi 533 296 0.0074 0.0074 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 297 -9.22 -9.22 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 298 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 533 299 N n CD work_46wmz2hmybd3bp23vpzkxqofpi 533 300 1,078,482 1,078,482 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 301 R2 r2 NN work_46wmz2hmybd3bp23vpzkxqofpi 533 302 0.6411 0.6411 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 303 26 26 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 304 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 533 305 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 306 – – : work_46wmz2hmybd3bp23vpzkxqofpi 533 307 Baseline Baseline NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 308 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 533 309 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 533 310 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 311 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 533 312 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 533 313 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 314 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 533 315 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 316 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 533 317 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 533 318 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 533 319 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 533 320 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 321 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 533 322 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 533 323 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 533 324 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 533 325 baseline baseline NNP work_46wmz2hmybd3bp23vpzkxqofpi 533 326 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 533 327 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 533 328 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 533 329 detailed detail VBN work_46wmz2hmybd3bp23vpzkxqofpi 533 330 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 533 331 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 533 332 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 533 333 . . . work_46wmz2hmybd3bp23vpzkxqofpi 534 1 For for IN work_46wmz2hmybd3bp23vpzkxqofpi 534 2 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 534 3 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 534 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 534 5 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 534 6 report report VBP work_46wmz2hmybd3bp23vpzkxqofpi 534 7 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 534 8 dummy dummy JJ work_46wmz2hmybd3bp23vpzkxqofpi 534 9 coefficient coefficient NN work_46wmz2hmybd3bp23vpzkxqofpi 534 10 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 534 11 γ γ NNP work_46wmz2hmybd3bp23vpzkxqofpi 534 12 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 534 13 , , , work_46wmz2hmybd3bp23vpzkxqofpi 534 14 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 534 15 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 534 16 deviation deviation NN work_46wmz2hmybd3bp23vpzkxqofpi 534 17 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 534 18 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 535 1 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 535 2 , , , work_46wmz2hmybd3bp23vpzkxqofpi 535 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 535 4 variance variance NN work_46wmz2hmybd3bp23vpzkxqofpi 535 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 535 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 535 7 residuals residual NNS work_46wmz2hmybd3bp23vpzkxqofpi 535 8 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 535 9 σ2 σ2 NNP work_46wmz2hmybd3bp23vpzkxqofpi 535 10 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 535 11 , , , work_46wmz2hmybd3bp23vpzkxqofpi 535 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 535 13 uncorrected uncorrected JJ work_46wmz2hmybd3bp23vpzkxqofpi 535 14 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 535 15 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 535 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 535 17 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 535 18 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 535 19 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 535 20 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 535 21 r r NNP work_46wmz2hmybd3bp23vpzkxqofpi 535 22 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 535 23 , , , work_46wmz2hmybd3bp23vpzkxqofpi 535 24 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 535 25 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 535 26 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 535 27 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 535 28 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 535 29 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 535 30 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 535 31 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 535 32 corrected correct VBN work_46wmz2hmybd3bp23vpzkxqofpi 535 33 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 535 34 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 535 35 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 535 36 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 535 37 dispersion dispersion NN work_46wmz2hmybd3bp23vpzkxqofpi 535 38 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 535 39 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 535 40 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 535 41 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 535 42 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 535 43 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 535 44 r r LS work_46wmz2hmybd3bp23vpzkxqofpi 535 45 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 535 46 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 535 47 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 535 48 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 535 49 . . . work_46wmz2hmybd3bp23vpzkxqofpi 536 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 536 2 III III NNP work_46wmz2hmybd3bp23vpzkxqofpi 536 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 536 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 537 1 Index index NN work_46wmz2hmybd3bp23vpzkxqofpi 537 2 values value NNS work_46wmz2hmybd3bp23vpzkxqofpi 537 3 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 537 4 1963 1963 CD work_46wmz2hmybd3bp23vpzkxqofpi 537 5 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 537 6 geometrically geometrically RB work_46wmz2hmybd3bp23vpzkxqofpi 537 7 interpolated interpolate VBN work_46wmz2hmybd3bp23vpzkxqofpi 537 8 . . . work_46wmz2hmybd3bp23vpzkxqofpi 538 1 Year year NN work_46wmz2hmybd3bp23vpzkxqofpi 538 2 γ γ NNP work_46wmz2hmybd3bp23vpzkxqofpi 538 3 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 539 1 σ2 σ2 NNP work_46wmz2hmybd3bp23vpzkxqofpi 539 2 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 539 3 r r NN work_46wmz2hmybd3bp23vpzkxqofpi 539 4 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 539 5 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 539 6 r r NN work_46wmz2hmybd3bp23vpzkxqofpi 539 7 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 539 8 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 9 1.1789 1.1789 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 10 100.00 100.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 11 100.00 100.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 12 1958 1958 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 13 -0.0817 -0.0817 NFP work_46wmz2hmybd3bp23vpzkxqofpi 539 14 0.0402 0.0402 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 15 1.1144 1.1144 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 16 92.16 92.16 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 17 -7.84 -7.84 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 18 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 19 89.23 89.23 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 20 -10.77 -10.77 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 21 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 22 1959 1959 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 23 0.2102 0.2102 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 24 0.0384 0.0384 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 25 1.2183 1.2183 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 26 123.39 123.39 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 27 33.89 33.89 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 28 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 29 125.85 125.85 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 30 41.03 41.03 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 31 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 32 1960 1960 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 33 0.2275 0.2275 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 34 0.0380 0.0380 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 35 1.1131 1.1131 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 36 125.55 125.55 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 37 1.75 1.75 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 38 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 39 121.48 121.48 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 40 -3.47 -3.47 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 41 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 42 1961 1961 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 43 0.3014 0.3014 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 44 0.0382 0.0382 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 45 1.1805 1.1805 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 46 135.18 135.18 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 47 7.67 7.67 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 48 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 49 135.28 135.28 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 50 11.36 11.36 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 51 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 52 1962 1962 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 53 0.3327 0.3327 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 54 0.0353 0.0353 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 55 1.1744 1.1744 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 56 139.47 139.47 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 57 3.18 3.18 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 58 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 59 139.16 139.16 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 60 2.86 2.86 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 61 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 62 1963 1963 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 63 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 539 64 - - : work_46wmz2hmybd3bp23vpzkxqofpi 539 65 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 539 66 140.72 140.72 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 67 0.89 0.89 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 68 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 69 140.61 140.61 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 70 1.04 1.04 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 71 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 72 1964 1964 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 73 0.3505 0.3505 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 74 0.0355 0.0355 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 75 1.1803 1.1803 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 76 141.97 141.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 77 0.89 0.89 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 78 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 79 142.07 142.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 80 1.04 1.04 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 81 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 82 1965 1965 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 83 0.5273 0.5273 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 84 0.0338 0.0338 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 85 1.1770 1.1770 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 86 169.44 169.44 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 87 19.35 19.35 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 88 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 89 169.27 169.27 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 90 19.15 19.15 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 91 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 92 1966 1966 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 93 0.6390 0.6390 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 94 0.0345 0.0345 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 95 0.9487 0.9487 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 96 189.45 189.45 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 97 11.81 11.81 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 98 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 99 168.85 168.85 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 100 -0.25 -0.25 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 101 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 102 1967 1967 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 103 0.7044 0.7044 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 104 0.0347 0.0347 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 105 0.9466 0.9466 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 106 202.26 202.26 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 107 6.76 6.76 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 108 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 109 180.07 180.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 110 6.65 6.65 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 111 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 112 1968 1968 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 113 0.8423 0.8423 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 114 0.0334 0.0334 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 115 1.0564 1.0564 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 116 232.17 232.17 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 117 14.79 14.79 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 118 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 119 218.37 218.37 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 120 21.27 21.27 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 121 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 122 1969 1969 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 123 0.8716 0.8716 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 124 0.0335 0.0335 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 125 1.0208 1.0208 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 126 239.08 239.08 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 127 2.98 2.98 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 128 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 129 220.90 220.90 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 130 1.16 1.16 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 131 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 132 1970 1970 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 133 0.7773 0.7773 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 134 0.0325 0.0325 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 135 0.9335 0.9335 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 136 217.57 217.57 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 137 -9.00 -9.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 138 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 139 192.44 192.44 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 140 -12.88 -12.88 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 141 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 142 1971 1971 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 143 0.9410 0.9410 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 144 0.0312 0.0312 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 145 0.9100 0.9100 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 146 256.25 256.25 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 147 17.78 17.78 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 148 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 149 224.01 224.01 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 150 16.40 16.40 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 151 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 152 1972 1972 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 153 1.1224 1.1224 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 154 0.0308 0.0308 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 155 1.0856 1.0856 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 156 307.22 307.22 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 157 19.89 19.89 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 158 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 159 293.22 293.22 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 160 30.89 30.89 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 161 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 162 1973 1973 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 163 1.3932 1.3932 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 164 0.0304 0.0304 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 165 0.9249 0.9249 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 166 402.77 402.77 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 167 31.10 31.10 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 168 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 169 354.73 354.73 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 170 20.98 20.98 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 171 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 172 1974 1974 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 173 1.2909 1.2909 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 174 0.0303 0.0303 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 175 0.9030 0.9030 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 176 363.61 363.61 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 177 -9.72 -9.72 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 178 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 179 316.75 316.75 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 180 -10.71 -10.71 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 539 181 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 182 1975 1975 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 183 1.0670 1.0670 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 184 0.0304 0.0304 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 185 0.8847 0.8847 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 186 290.66 290.66 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 187 -20.06 -20.06 . work_46wmz2hmybd3bp23vpzkxqofpi 539 188 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 189 250.89 250.89 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 190 -20.79 -20.79 : work_46wmz2hmybd3bp23vpzkxqofpi 539 191 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 192 1976 1976 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 193 0.9606 0.9606 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 194 0.0301 0.0301 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 195 0.8685 0.8685 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 196 261.31 261.31 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 197 -10.10 -10.10 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 539 198 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 199 223.75 223.75 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 200 -10.82 -10.82 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 539 201 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 202 1977 1977 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 203 0.9581 0.9581 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 204 0.0300 0.0300 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 205 0.8779 0.8779 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 206 260.68 260.68 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 207 -0.24 -0.24 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 208 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 209 224.25 224.25 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 210 0.22 0.22 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 211 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 212 1978 1978 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 213 1.0943 1.0943 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 214 0.0300 0.0300 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 215 0.8710 0.8710 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 216 298.69 298.69 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 217 14.58 14.58 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 218 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 219 256.07 256.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 220 14.19 14.19 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 221 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 222 1979 1979 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 223 1.1720 1.1720 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 224 0.0299 0.0299 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 225 0.8397 0.8397 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 226 322.86 322.86 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 227 8.09 8.09 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 228 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 229 272.49 272.49 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 230 6.41 6.41 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 231 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 232 1980 1980 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 233 1.1763 1.1763 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 234 0.0299 0.0299 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 235 0.8148 0.8148 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 236 324.22 324.22 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 237 0.42 0.42 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 238 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 239 270.26 270.26 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 240 -0.82 -0.82 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 241 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 242 1981 1981 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 243 1.0436 1.0436 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 244 0.0299 0.0299 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 245 0.8329 0.8329 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 246 283.94 283.94 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 247 -12.43 -12.43 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 539 248 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 249 238.83 238.83 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 250 -11.63 -11.63 : work_46wmz2hmybd3bp23vpzkxqofpi 539 251 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 252 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 253 0.8652 0.8652 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 254 0.0300 0.0300 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 255 0.8095 0.8095 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 256 237.56 237.56 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 257 -16.34 -16.34 -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 539 258 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 259 197.49 197.49 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 260 -17.31 -17.31 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 539 261 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 262 1983 1983 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 263 0.8888 0.8888 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 264 0.0299 0.0299 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 265 0.8137 0.8137 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 266 243.21 243.21 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 267 2.38 2.38 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 268 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 269 202.62 202.62 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 270 2.60 2.60 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 271 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 272 1984 1984 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 273 0.9058 0.9058 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 274 0.0298 0.0298 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 275 0.8711 0.8711 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 276 247.40 247.40 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 277 1.72 1.72 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 278 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 279 212.10 212.10 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 280 4.68 4.68 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 281 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 282 1985 1985 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 283 0.9976 0.9976 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 284 0.0298 0.0298 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 285 0.8566 0.8566 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 286 271.17 271.17 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 287 9.61 9.61 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 288 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 289 230.80 230.80 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 290 8.82 8.82 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 291 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 292 1986 1986 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 293 1.2319 1.2319 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 294 0.0298 0.0298 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 295 0.8567 0.8567 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 296 342.76 342.76 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 297 26.40 26.40 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 298 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 299 291.75 291.75 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 300 26.40 26.40 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 301 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 302 1987 1987 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 303 1.5505 1.5505 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 304 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 305 0.8845 0.8845 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 306 471.38 471.38 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 307 37.53 37.53 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 308 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 309 406.86 406.86 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 310 39.46 39.46 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 311 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 312 1988 1988 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 313 1.7498 1.7498 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 314 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 315 0.8662 0.8662 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 316 575.35 575.35 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 317 22.06 22.06 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 318 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 319 492.07 492.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 320 20.94 20.94 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 321 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 322 1989 1989 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 323 1.9651 1.9651 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 324 0.0296 0.0296 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 325 0.9220 0.9220 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 326 713.58 713.58 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 327 24.03 24.03 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 328 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 329 627.57 627.57 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 330 27.54 27.54 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 331 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 332 1990 1990 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 333 2.0252 2.0252 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 334 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 335 0.9227 0.9227 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 336 757.79 757.79 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 337 6.20 6.20 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 338 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 339 666.68 666.68 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 340 6.23 6.23 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 341 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 342 1991 1991 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 343 1.6356 1.6356 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 344 0.0298 0.0298 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 345 0.7791 0.7791 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 346 513.24 513.24 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 347 -32.27 -32.27 : work_46wmz2hmybd3bp23vpzkxqofpi 539 348 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 349 420.25 420.25 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 350 -36.96 -36.96 : work_46wmz2hmybd3bp23vpzkxqofpi 539 351 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 352 1992 1992 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 353 1.5304 1.5304 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 354 0.0298 0.0298 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 355 0.7576 0.7576 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 356 462.02 462.02 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 357 -9.98 -9.98 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 358 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 359 374.26 374.26 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 360 -10.95 -10.95 : work_46wmz2hmybd3bp23vpzkxqofpi 539 361 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 362 1993 1993 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 363 1.3661 1.3661 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 364 0.0298 0.0298 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 365 0.7699 0.7699 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 366 392.01 392.01 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 367 -15.15 -15.15 HYPH work_46wmz2hmybd3bp23vpzkxqofpi 539 368 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 369 319.51 319.51 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 370 -14.63 -14.63 . work_46wmz2hmybd3bp23vpzkxqofpi 539 371 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 372 1994 1994 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 373 1.3595 1.3595 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 374 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 375 0.8066 0.8066 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 376 389.41 389.41 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 377 -0.66 -0.66 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 378 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 379 323.27 323.27 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 380 1.18 1.18 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 381 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 382 1995 1995 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 383 1.3727 1.3727 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 384 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 385 0.8103 0.8103 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 386 394.58 394.58 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 387 1.33 1.33 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 388 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 389 328.17 328.17 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 390 1.52 1.52 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 391 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 392 1996 1996 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 393 1.3678 1.3678 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 394 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 395 0.7994 0.7994 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 396 392.66 392.66 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 397 -0.49 -0.49 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 398 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 399 324.78 324.78 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 400 -1.03 -1.03 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 401 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 402 1997 1997 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 403 1.3676 1.3676 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 404 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 405 0.8437 0.8437 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 406 392.60 392.60 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 407 -0.02 -0.02 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 408 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 409 332.02 332.02 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 410 2.23 2.23 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 411 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 412 1998 1998 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 413 1.3954 1.3954 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 414 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 415 0.8626 0.8626 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 416 403.65 403.65 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 417 2.82 2.82 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 418 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 419 344.60 344.60 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 420 3.79 3.79 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 421 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 422 1999 1999 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 423 1.4458 1.4458 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 424 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 425 0.8745 0.8745 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 426 424.54 424.54 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 427 5.17 5.17 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 428 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 429 364.60 364.60 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 430 5.80 5.80 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 431 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 432 2000 2000 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 433 1.4157 1.4157 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 434 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 435 0.9165 0.9165 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 436 411.94 411.94 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 437 -2.97 -2.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 438 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 439 361.28 361.28 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 440 -0.91 -0.91 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 441 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 442 2001 2001 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 443 1.3539 1.3539 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 444 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 445 0.9354 0.9354 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 446 387.26 387.26 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 447 -5.99 -5.99 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 448 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 449 342.86 342.86 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 450 -5.10 -5.10 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 451 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 452 2002 2002 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 453 1.4276 1.4276 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 454 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 455 0.9354 0.9354 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 456 416.88 416.88 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 457 7.65 7.65 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 458 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 459 369.08 369.08 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 460 7.65 7.65 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 461 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 462 2003 2003 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 463 1.5405 1.5405 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 464 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 465 0.8974 0.8974 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 466 466.69 466.69 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 467 11.95 11.95 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 468 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 469 405.40 405.40 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 470 9.84 9.84 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 471 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 472 2004 2004 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 473 1.6462 1.6462 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 474 0.0297 0.0297 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 475 0.9214 0.9214 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 476 518.74 518.74 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 477 11.15 11.15 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 478 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 479 456.07 456.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 480 12.50 12.50 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 481 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 482 2005 2005 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 483 1.6691 1.6691 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 484 0.0296 0.0296 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 485 0.9769 0.9769 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 486 530.76 530.76 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 487 2.32 2.32 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 488 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 489 479.76 479.76 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 490 5.19 5.19 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 491 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 492 2006 2006 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 493 1.7724 1.7724 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 494 0.0296 0.0296 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 495 1.0711 1.0711 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 496 588.51 588.51 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 497 10.88 10.88 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 498 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 499 557.62 557.62 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 500 16.23 16.23 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 501 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 502 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 503 1.9786 1.9786 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 504 0.0299 0.0299 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 505 1.1133 1.1133 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 506 723.27 723.27 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 507 22.90 22.90 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 508 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 509 699.91 699.91 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 510 25.52 25.52 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 511 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 539 512 27 27 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 513 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 539 514 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 515 – – : work_46wmz2hmybd3bp23vpzkxqofpi 539 516 Annualized annualize VBN work_46wmz2hmybd3bp23vpzkxqofpi 539 517 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 539 518 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 539 519 baseline baseline NN work_46wmz2hmybd3bp23vpzkxqofpi 539 520 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 539 521 , , , work_46wmz2hmybd3bp23vpzkxqofpi 539 522 robustness robustness NN work_46wmz2hmybd3bp23vpzkxqofpi 539 523 checks check NNS work_46wmz2hmybd3bp23vpzkxqofpi 539 524 , , , work_46wmz2hmybd3bp23vpzkxqofpi 539 525 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 539 526 extensions extension NNS work_46wmz2hmybd3bp23vpzkxqofpi 539 527 Panel Panel NNP work_46wmz2hmybd3bp23vpzkxqofpi 539 528 A A NNP work_46wmz2hmybd3bp23vpzkxqofpi 539 529 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 539 530 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 539 531 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 539 532 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 539 533 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 539 534 annualized annualize VBN work_46wmz2hmybd3bp23vpzkxqofpi 539 535 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 539 536 i.e. i.e. FW work_46wmz2hmybd3bp23vpzkxqofpi 539 537 , , , work_46wmz2hmybd3bp23vpzkxqofpi 539 538 geometric geometric JJ work_46wmz2hmybd3bp23vpzkxqofpi 539 539 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 539 540 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 539 541 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 539 542 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 539 543 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 539 544 deviations deviation NNS work_46wmz2hmybd3bp23vpzkxqofpi 539 545 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 539 546 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 539 547 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 540 1 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 540 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 540 3 periods periods NNP work_46wmz2hmybd3bp23vpzkxqofpi 540 4 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 540 5 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 540 6 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 540 7 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 540 8 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 540 9 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 540 10 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 540 11 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 540 12 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 540 13 baseline baseline JJ work_46wmz2hmybd3bp23vpzkxqofpi 540 14 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 540 15 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 540 16 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 540 17 detailed detail VBN work_46wmz2hmybd3bp23vpzkxqofpi 540 18 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 540 19 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 540 20 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 540 21 . . . work_46wmz2hmybd3bp23vpzkxqofpi 541 1 It -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 541 2 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 541 3 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 541 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 541 5 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 541 6 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 541 7 observations observation NNS work_46wmz2hmybd3bp23vpzkxqofpi 541 8 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 541 9 N n NN work_46wmz2hmybd3bp23vpzkxqofpi 541 10 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 541 11 included include VBD work_46wmz2hmybd3bp23vpzkxqofpi 541 12 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 541 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 541 14 estimation estimation NN work_46wmz2hmybd3bp23vpzkxqofpi 541 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 542 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 542 2 B B NNP work_46wmz2hmybd3bp23vpzkxqofpi 542 3 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 542 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 542 5 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 542 6 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 542 7 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 542 8 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 542 9 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 542 10 robustness robustness NN work_46wmz2hmybd3bp23vpzkxqofpi 542 11 checks check NNS work_46wmz2hmybd3bp23vpzkxqofpi 542 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 542 13 cf cf NNP work_46wmz2hmybd3bp23vpzkxqofpi 542 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 543 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 543 2 IV.B iv.b NN work_46wmz2hmybd3bp23vpzkxqofpi 543 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 543 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 544 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 544 2 C C NNP work_46wmz2hmybd3bp23vpzkxqofpi 544 3 repeats repeat VBZ work_46wmz2hmybd3bp23vpzkxqofpi 544 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 544 5 adjacent adjacent JJ work_46wmz2hmybd3bp23vpzkxqofpi 544 6 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 544 7 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 544 8 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 544 9 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 544 10 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 544 11 quantile quantile NN work_46wmz2hmybd3bp23vpzkxqofpi 544 12 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 544 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 544 14 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 544 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 545 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 545 2 IV.C iv.c NN work_46wmz2hmybd3bp23vpzkxqofpi 545 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 545 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 546 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 546 2 D D NNP work_46wmz2hmybd3bp23vpzkxqofpi 546 3 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 546 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 546 5 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 546 6 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 546 7 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 546 8 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 546 9 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 546 10 trading trading NN work_46wmz2hmybd3bp23vpzkxqofpi 546 11 strategies strategy NNS work_46wmz2hmybd3bp23vpzkxqofpi 546 12 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 546 13 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 546 14 . . . work_46wmz2hmybd3bp23vpzkxqofpi 547 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 547 2 IV.D IV.D NNP work_46wmz2hmybd3bp23vpzkxqofpi 547 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 547 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 548 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 548 2 E e NN work_46wmz2hmybd3bp23vpzkxqofpi 548 3 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 548 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 548 5 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 548 6 estimates estimate NNS work_46wmz2hmybd3bp23vpzkxqofpi 548 7 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 548 8 corrected correct VBN work_46wmz2hmybd3bp23vpzkxqofpi 548 9 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 548 10 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 548 11 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 548 12 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 548 13 dispersion dispersion NN work_46wmz2hmybd3bp23vpzkxqofpi 548 14 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 548 15 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 548 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 548 17 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 548 18 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 548 19 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 548 20 mediums medium NNS work_46wmz2hmybd3bp23vpzkxqofpi 548 21 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 548 22 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 548 23 considered consider VBN work_46wmz2hmybd3bp23vpzkxqofpi 548 24 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 548 25 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 548 26 study study NN work_46wmz2hmybd3bp23vpzkxqofpi 548 27 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 548 28 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 548 29 . . . work_46wmz2hmybd3bp23vpzkxqofpi 549 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 549 2 IV.E IV.E NNP work_46wmz2hmybd3bp23vpzkxqofpi 549 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 549 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 550 1 N n CD work_46wmz2hmybd3bp23vpzkxqofpi 550 2 Real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 550 3 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 550 4 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 550 5 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 550 6 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 550 7 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 550 8 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 550 9 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 550 10 Mean Mean NNP work_46wmz2hmybd3bp23vpzkxqofpi 550 11 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 551 1 Mean Mean NNP work_46wmz2hmybd3bp23vpzkxqofpi 551 2 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 552 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 552 2 A a NN work_46wmz2hmybd3bp23vpzkxqofpi 552 3 : : : work_46wmz2hmybd3bp23vpzkxqofpi 552 4 Baseline Baseline NNP work_46wmz2hmybd3bp23vpzkxqofpi 552 5 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 552 6 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 552 7 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 552 8 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 552 9 Π π CD work_46wmz2hmybd3bp23vpzkxqofpi 552 10 1,078,482 1,078,482 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 11 4.04 4.04 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 12 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 13 16.68 16.68 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 14 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 15 4.55 4.55 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 16 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 17 14.39 14.39 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 18 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 19 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 552 20 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 552 21 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 552 22 Π π CD work_46wmz2hmybd3bp23vpzkxqofpi 552 23 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 552 24 1,078,482 1,078,482 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 25 3.97 3.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 26 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 27 15.21 15.21 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 28 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 29 5.19 5.19 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 30 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 31 15.31 15.31 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 32 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 33 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 552 34 B B NNP work_46wmz2hmybd3bp23vpzkxqofpi 552 35 : : : work_46wmz2hmybd3bp23vpzkxqofpi 552 36 Robustness Robustness NNP work_46wmz2hmybd3bp23vpzkxqofpi 552 37 checks check NNS work_46wmz2hmybd3bp23vpzkxqofpi 552 38 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 552 39 compare compare VB work_46wmz2hmybd3bp23vpzkxqofpi 552 40 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 552 41 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 552 42 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 552 43 Drop drop VB work_46wmz2hmybd3bp23vpzkxqofpi 552 44 topic topic NN work_46wmz2hmybd3bp23vpzkxqofpi 552 45 dummies dummy VBZ work_46wmz2hmybd3bp23vpzkxqofpi 552 46 1,078,482 1,078,482 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 47 4.02 4.02 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 48 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 49 14.05 14.05 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 50 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 51 4.53 4.53 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 52 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 53 14.39 14.39 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 54 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 55 Exclude Exclude NNP work_46wmz2hmybd3bp23vpzkxqofpi 552 56 artists artist NNS work_46wmz2hmybd3bp23vpzkxqofpi 552 57 < < XX work_46wmz2hmybd3bp23vpzkxqofpi 552 58 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 59 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 552 60 935,736 935,736 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 61 4.04 4.04 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 62 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 63 14.26 14.26 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 64 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 65 4.57 4.57 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 66 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 67 14.69 14.69 CD work_46wmz2hmybd3bp23vpzkxqofpi 552 68 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 552 69 Exclude Exclude NNP work_46wmz2hmybd3bp23vpzkxqofpi 552 70 Min Min NNP work_46wmz2hmybd3bp23vpzkxqofpi 552 71 . . . work_46wmz2hmybd3bp23vpzkxqofpi 553 1 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 553 2 Cont Cont NNP work_46wmz2hmybd3bp23vpzkxqofpi 553 3 . . . work_46wmz2hmybd3bp23vpzkxqofpi 554 1 1,059,010 1,059,010 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 2 4.00 4.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 3 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 4 13.95 13.95 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 5 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 6 4.48 4.48 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 7 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 8 14.26 14.26 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 9 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 10 Adjacent Adjacent NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 11 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 554 12 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 554 13 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 554 14 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 554 15 - - : work_46wmz2hmybd3bp23vpzkxqofpi 554 16 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 554 17 4.60 4.60 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 18 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 19 13.62 13.62 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 20 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 21 Repeat Repeat NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 22 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 554 23 sales sale NNS work_46wmz2hmybd3bp23vpzkxqofpi 554 24 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 554 25 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 554 26 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 27 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 554 28 21,846 21,846 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 29 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 554 30 x2 x2 NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 554 32 - - : work_46wmz2hmybd3bp23vpzkxqofpi 554 33 - - : work_46wmz2hmybd3bp23vpzkxqofpi 554 34 4.56 4.56 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 35 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 36 15.79 15.79 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 37 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 38 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 554 39 C C NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 40 : : : work_46wmz2hmybd3bp23vpzkxqofpi 554 41 Quantile Quantile NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 42 regressions regression VBZ work_46wmz2hmybd3bp23vpzkxqofpi 554 43 Q95 Q95 NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 44 862,290 862,290 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 45 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 554 46 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 554 47 6.32 6.32 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 48 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 49 18.99 18.99 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 50 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 51 Q75 Q75 NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 52 862,290 862,290 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 53 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 554 54 - - : work_46wmz2hmybd3bp23vpzkxqofpi 554 55 5.77 5.77 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 56 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 57 16.54 16.54 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 58 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 59 Q50 Q50 NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 60 862,290 862,290 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 61 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 554 62 - - : work_46wmz2hmybd3bp23vpzkxqofpi 554 63 4.91 4.91 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 64 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 65 15.11 15.11 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 66 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 67 Q25 Q25 NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 68 862,290 862,290 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 69 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 554 70 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 554 71 3.89 3.89 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 72 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 73 13.84 13.84 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 74 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 75 Q05 Q05 NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 76 862,290 862,290 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 77 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 554 78 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 554 79 1.35 1.35 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 80 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 81 12.57 12.57 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 82 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 83 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 554 84 D d NN work_46wmz2hmybd3bp23vpzkxqofpi 554 85 : : : work_46wmz2hmybd3bp23vpzkxqofpi 554 86 Trading trading NN work_46wmz2hmybd3bp23vpzkxqofpi 554 87 strategies strategy NNS work_46wmz2hmybd3bp23vpzkxqofpi 554 88 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 554 89 compare compare VB work_46wmz2hmybd3bp23vpzkxqofpi 554 90 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 554 91 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 92 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 554 93 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 554 94 Masterpiece Masterpiece NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 95 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 554 96 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 554 97 1,467 1,467 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 98 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 554 99 x2 x2 NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 100 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 554 101 - - : work_46wmz2hmybd3bp23vpzkxqofpi 554 102 - - : work_46wmz2hmybd3bp23vpzkxqofpi 554 103 4.81 4.81 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 104 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 105 22.08 22.08 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 106 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 107 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 554 108 Value Value NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 109 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 554 110 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 554 111 727 727 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 112 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 554 113 x2 x2 NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 114 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 554 115 - - : work_46wmz2hmybd3bp23vpzkxqofpi 554 116 - - : work_46wmz2hmybd3bp23vpzkxqofpi 554 117 6.16 6.16 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 118 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 119 20.99 20.99 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 120 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 121 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 554 122 E e NN work_46wmz2hmybd3bp23vpzkxqofpi 554 123 : : : work_46wmz2hmybd3bp23vpzkxqofpi 554 124 Indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 554 125 per per IN work_46wmz2hmybd3bp23vpzkxqofpi 554 126 medium medium NN work_46wmz2hmybd3bp23vpzkxqofpi 554 127 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 554 128 per per IN work_46wmz2hmybd3bp23vpzkxqofpi 554 129 movement movement NN work_46wmz2hmybd3bp23vpzkxqofpi 554 130 Oil oil NN work_46wmz2hmybd3bp23vpzkxqofpi 554 131 650,563 650,563 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 132 4.63 4.63 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 133 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 134 14.69 14.69 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 135 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 136 5.73 5.73 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 137 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 138 15.39 15.39 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 139 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 140 Watercolor Watercolor NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 141 187,612 187,612 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 142 3.67 3.67 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 143 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 144 16.38 16.38 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 145 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 146 3.96 3.96 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 147 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 148 14.79 14.79 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 149 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 150 Drawing draw VBG work_46wmz2hmybd3bp23vpzkxqofpi 554 151 240,307 240,307 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 152 2.51 2.51 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 153 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 154 20.64 20.64 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 155 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 156 4.37 4.37 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 157 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 158 15.22 15.22 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 159 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 160 Medieval Medieval NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 161 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 554 162 Renaissance Renaissance NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 163 30,806 30,806 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 164 3.01 3.01 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 165 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 166 27.13 27.13 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 167 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 168 6.44 6.44 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 169 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 170 19.59 19.59 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 171 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 172 Baroque Baroque NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 173 124,617 124,617 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 174 4.76 4.76 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 175 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 176 17.69 17.69 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 177 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 178 5.82 5.82 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 179 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 180 12.57 12.57 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 181 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 182 Rococo Rococo NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 183 30,292 30,292 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 184 3.69 3.69 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 185 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 186 25.42 25.42 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 187 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 188 5.03 5.03 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 189 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 190 12.15 12.15 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 191 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 192 Neoclassicism Neoclassicism NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 193 12,601 12,601 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 194 6.32 6.32 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 195 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 196 45.93 45.93 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 197 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 198 5.36 5.36 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 199 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 200 22.45 22.45 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 201 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 202 Romanticism Romanticism NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 203 41,897 41,897 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 204 4.28 4.28 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 205 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 206 17.34 17.34 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 207 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 208 4.79 4.79 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 209 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 210 15.24 15.24 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 211 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 212 Realism realism NN work_46wmz2hmybd3bp23vpzkxqofpi 554 213 60,820 60,820 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 214 2.57 2.57 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 215 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 216 21.42 21.42 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 217 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 218 4.16 4.16 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 219 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 220 15.46 15.46 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 221 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 222 Impressionism Impressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 223 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 554 224 Symbolism Symbolism NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 225 95,829 95,829 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 226 4.10 4.10 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 227 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 228 24.01 24.01 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 229 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 230 4.55 4.55 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 231 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 232 16.70 16.70 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 233 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 234 Fauvism Fauvism NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 235 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 554 236 Expressionism Expressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 237 73,543 73,543 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 238 3.72 3.72 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 239 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 240 22.84 22.84 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 241 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 242 4.90 4.90 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 243 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 244 18.36 18.36 CD work_46wmz2hmybd3bp23vpzkxqofpi 554 245 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 554 246 Cubism Cubism NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 247 , , , work_46wmz2hmybd3bp23vpzkxqofpi 554 248 Futurism Futurism NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 249 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 554 250 Constr Constr NNP work_46wmz2hmybd3bp23vpzkxqofpi 554 251 . . . work_46wmz2hmybd3bp23vpzkxqofpi 555 1 49,056 49,056 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 2 5.53 5.53 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 3 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 4 22.40 22.40 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 5 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 6 6.01 6.01 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 7 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 8 20.55 20.55 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 9 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 10 Dada Dada NNP work_46wmz2hmybd3bp23vpzkxqofpi 555 11 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 555 12 Surrealism Surrealism NNP work_46wmz2hmybd3bp23vpzkxqofpi 555 13 49,697 49,697 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 14 5.85 5.85 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 15 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 16 32.32 32.32 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 17 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 18 5.58 5.58 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 19 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 20 19.42 19.42 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 21 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 22 Abstract Abstract NNP work_46wmz2hmybd3bp23vpzkxqofpi 555 23 Expressionism Expressionism NNP work_46wmz2hmybd3bp23vpzkxqofpi 555 24 35,960 35,960 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 25 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 555 26 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 555 27 7.78 7.78 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 28 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 29 21.91 21.91 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 30 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 31 Pop Pop NNP work_46wmz2hmybd3bp23vpzkxqofpi 555 32 18,924 18,924 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 33 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 555 34 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 555 35 10.35 10.35 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 36 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 37 29.33 29.33 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 38 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 39 Minimalism Minimalism NNP work_46wmz2hmybd3bp23vpzkxqofpi 555 40 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 555 41 Contemporary Contemporary NNP work_46wmz2hmybd3bp23vpzkxqofpi 555 42 19,472 19,472 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 43 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 555 44 - - : work_46wmz2hmybd3bp23vpzkxqofpi 555 45 7.07 7.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 46 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 47 23.68 23.68 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 48 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 555 49 28 28 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 50 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 555 51 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 52 – – : work_46wmz2hmybd3bp23vpzkxqofpi 555 53 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 555 54 versus versus IN work_46wmz2hmybd3bp23vpzkxqofpi 555 55 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 555 56 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 555 57 Panel Panel NNP work_46wmz2hmybd3bp23vpzkxqofpi 555 58 A A NNP work_46wmz2hmybd3bp23vpzkxqofpi 555 59 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 555 60 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 555 61 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 62 displays display NNS work_46wmz2hmybd3bp23vpzkxqofpi 555 63 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 555 64 geometric geometric JJ work_46wmz2hmybd3bp23vpzkxqofpi 555 65 mean mean VBP work_46wmz2hmybd3bp23vpzkxqofpi 555 66 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 555 67 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 555 68 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 555 69 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 555 70 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 555 71 other other JJ work_46wmz2hmybd3bp23vpzkxqofpi 555 72 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 555 73 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 555 74 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 75 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 555 76 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 555 77 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 555 78 . . . work_46wmz2hmybd3bp23vpzkxqofpi 556 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 556 2 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 556 3 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 556 4 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 556 5 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 556 6 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 556 7 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 556 8 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 556 9 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 556 10 corrected correct VBN work_46wmz2hmybd3bp23vpzkxqofpi 556 11 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 556 12 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 556 13 Π π CD work_46wmz2hmybd3bp23vpzkxqofpi 556 14 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 556 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 556 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 556 17 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 556 18 shown show VBN work_46wmz2hmybd3bp23vpzkxqofpi 556 19 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 556 20 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 556 21 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 556 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 557 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 557 2 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 557 3 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 557 4 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 557 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 557 6 financial financial JJ work_46wmz2hmybd3bp23vpzkxqofpi 557 7 assets asset NNS work_46wmz2hmybd3bp23vpzkxqofpi 557 8 , , , work_46wmz2hmybd3bp23vpzkxqofpi 557 9 gold gold NN work_46wmz2hmybd3bp23vpzkxqofpi 557 10 , , , work_46wmz2hmybd3bp23vpzkxqofpi 557 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 557 12 commodities commodity NNS work_46wmz2hmybd3bp23vpzkxqofpi 557 13 come come VBP work_46wmz2hmybd3bp23vpzkxqofpi 557 14 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 557 15 Global Global NNP work_46wmz2hmybd3bp23vpzkxqofpi 557 16 Financial Financial NNP work_46wmz2hmybd3bp23vpzkxqofpi 557 17 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 557 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 558 1 Data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 558 2 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 558 3 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 558 4 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 558 5 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 558 6 come come VBP work_46wmz2hmybd3bp23vpzkxqofpi 558 7 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 558 8 Shiller Shiller NNP work_46wmz2hmybd3bp23vpzkxqofpi 558 9 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 558 10 2009 2009 CD work_46wmz2hmybd3bp23vpzkxqofpi 558 11 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 558 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 559 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 559 2 panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 559 3 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 559 4 includes include VBZ work_46wmz2hmybd3bp23vpzkxqofpi 559 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 559 6 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 559 7 deviation deviation NN work_46wmz2hmybd3bp23vpzkxqofpi 559 8 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 559 9 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 559 10 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 560 1 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 560 2 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 560 3 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 560 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 560 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 560 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 560 7 arithmetic arithmetic JJ work_46wmz2hmybd3bp23vpzkxqofpi 560 8 Sharpe Sharpe NNP work_46wmz2hmybd3bp23vpzkxqofpi 560 9 ratio ratio NN work_46wmz2hmybd3bp23vpzkxqofpi 560 10 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 560 11 i.e. i.e. FW work_46wmz2hmybd3bp23vpzkxqofpi 560 12 , , , work_46wmz2hmybd3bp23vpzkxqofpi 560 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 560 14 arithmetic arithmetic JJ work_46wmz2hmybd3bp23vpzkxqofpi 560 15 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 560 16 excess excess JJ work_46wmz2hmybd3bp23vpzkxqofpi 560 17 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 560 18 divided divide VBN work_46wmz2hmybd3bp23vpzkxqofpi 560 19 by by IN work_46wmz2hmybd3bp23vpzkxqofpi 560 20 its -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 560 21 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 560 22 deviation deviation NN work_46wmz2hmybd3bp23vpzkxqofpi 560 23 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 560 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 561 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 561 2 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 561 3 deviations deviation NNS work_46wmz2hmybd3bp23vpzkxqofpi 561 4 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 561 5 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 561 6 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 561 7 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 561 8 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 561 9 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 561 10 desmoothed desmoothed JJ work_46wmz2hmybd3bp23vpzkxqofpi 561 11 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 561 12 series series NN work_46wmz2hmybd3bp23vpzkxqofpi 561 13 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 561 14 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 561 15 . . . work_46wmz2hmybd3bp23vpzkxqofpi 562 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 562 2 V v NN work_46wmz2hmybd3bp23vpzkxqofpi 562 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 562 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 563 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 563 2 return return NN work_46wmz2hmybd3bp23vpzkxqofpi 563 3 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 563 4 T T NNP work_46wmz2hmybd3bp23vpzkxqofpi 563 5 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 563 6 bills bill NNS work_46wmz2hmybd3bp23vpzkxqofpi 563 7 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 563 8 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 563 9 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 563 10 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 563 11 proxy proxy NN work_46wmz2hmybd3bp23vpzkxqofpi 563 12 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 563 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 563 14 risk risk NN work_46wmz2hmybd3bp23vpzkxqofpi 563 15 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 563 16 free free JJ work_46wmz2hmybd3bp23vpzkxqofpi 563 17 rate rate NN work_46wmz2hmybd3bp23vpzkxqofpi 563 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 564 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 564 2 B B NNP work_46wmz2hmybd3bp23vpzkxqofpi 564 3 shows show VBZ work_46wmz2hmybd3bp23vpzkxqofpi 564 4 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 564 5 pairwise pairwise NN work_46wmz2hmybd3bp23vpzkxqofpi 564 6 correlations correlation NNS work_46wmz2hmybd3bp23vpzkxqofpi 564 7 between between IN work_46wmz2hmybd3bp23vpzkxqofpi 564 8 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 564 9 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 564 10 since since IN work_46wmz2hmybd3bp23vpzkxqofpi 564 11 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 564 12 . . . work_46wmz2hmybd3bp23vpzkxqofpi 565 1 Correlation correlation NN work_46wmz2hmybd3bp23vpzkxqofpi 565 2 coefficients coefficient NNS work_46wmz2hmybd3bp23vpzkxqofpi 565 3 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 565 4 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 565 5 significantly significantly RB work_46wmz2hmybd3bp23vpzkxqofpi 565 6 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 565 7 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 565 8 zero zero CD work_46wmz2hmybd3bp23vpzkxqofpi 565 9 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 565 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 565 11 0.05 0.05 CD work_46wmz2hmybd3bp23vpzkxqofpi 565 12 level level NN work_46wmz2hmybd3bp23vpzkxqofpi 565 13 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 565 14 displayed display VBN work_46wmz2hmybd3bp23vpzkxqofpi 565 15 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 565 16 bold bold JJ work_46wmz2hmybd3bp23vpzkxqofpi 565 17 . . . work_46wmz2hmybd3bp23vpzkxqofpi 566 1 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 566 2 A a NN work_46wmz2hmybd3bp23vpzkxqofpi 566 3 : : : work_46wmz2hmybd3bp23vpzkxqofpi 566 4 Comparison comparison NN work_46wmz2hmybd3bp23vpzkxqofpi 566 5 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 566 6 investment investment NN work_46wmz2hmybd3bp23vpzkxqofpi 566 7 performance performance NN work_46wmz2hmybd3bp23vpzkxqofpi 566 8 Real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 566 9 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 566 10 1957 1957 CD work_46wmz2hmybd3bp23vpzkxqofpi 566 11 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 566 12 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 566 13 1982 1982 CD work_46wmz2hmybd3bp23vpzkxqofpi 566 14 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 566 15 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 566 16 Mean Mean NNP work_46wmz2hmybd3bp23vpzkxqofpi 566 17 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 567 1 Sharpe Sharpe NNP work_46wmz2hmybd3bp23vpzkxqofpi 567 2 Mean Mean NNP work_46wmz2hmybd3bp23vpzkxqofpi 567 3 S.D. S.D. NNP work_46wmz2hmybd3bp23vpzkxqofpi 568 1 Sharpe Sharpe NNS work_46wmz2hmybd3bp23vpzkxqofpi 568 2 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 568 3 3.97 3.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 568 4 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 568 5 19.05 19.05 CD work_46wmz2hmybd3bp23vpzkxqofpi 568 6 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 568 7 0.2000 0.2000 CD work_46wmz2hmybd3bp23vpzkxqofpi 568 8 5.19 5.19 CD work_46wmz2hmybd3bp23vpzkxqofpi 568 9 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 568 10 18.04 18.04 CD work_46wmz2hmybd3bp23vpzkxqofpi 568 11 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 568 12 0.2725 0.2725 CD work_46wmz2hmybd3bp23vpzkxqofpi 568 13 T T NNP work_46wmz2hmybd3bp23vpzkxqofpi 568 14 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 568 15 bills bill NNS work_46wmz2hmybd3bp23vpzkxqofpi 568 16 1.39 1.39 CD work_46wmz2hmybd3bp23vpzkxqofpi 568 17 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 568 18 2.11 2.11 CD work_46wmz2hmybd3bp23vpzkxqofpi 568 19 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 568 20 N.A. N.A. NNP work_46wmz2hmybd3bp23vpzkxqofpi 569 1 1.99 1.99 CD work_46wmz2hmybd3bp23vpzkxqofpi 569 2 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 569 3 1.88 1.88 CD work_46wmz2hmybd3bp23vpzkxqofpi 569 4 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 569 5 N.A. N.A. NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 1 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 2 government government NN work_46wmz2hmybd3bp23vpzkxqofpi 570 3 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 570 4 2.68 2.68 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 5 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 6 10.56 10.56 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 7 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 8 0.1853 0.1853 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 9 5.77 5.77 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 10 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 11 9.87 9.87 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 12 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 13 0.4503 0.4503 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 14 DJ DJ NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 15 corporate corporate JJ work_46wmz2hmybd3bp23vpzkxqofpi 570 16 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 570 17 3.97 3.97 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 18 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 19 9.74 9.74 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 20 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 21 0.3443 0.3443 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 22 6.81 6.81 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 23 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 24 7.69 7.69 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 25 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 26 0.7256 0.7256 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 27 Global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 570 28 government government NN work_46wmz2hmybd3bp23vpzkxqofpi 570 29 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 570 30 3.07 3.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 31 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 32 8.19 8.19 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 33 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 34 0.2641 0.2641 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 35 5.98 5.98 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 36 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 37 7.53 7.53 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 38 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 39 0.5717 0.5717 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 40 S&P S&P NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 41 500 500 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 42 stocks stock NNS work_46wmz2hmybd3bp23vpzkxqofpi 570 43 6.63 6.63 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 44 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 45 16.54 16.54 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 46 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 47 0.4106 0.4106 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 48 9.33 9.33 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 49 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 50 15.34 15.34 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 51 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 52 0.5707 0.5707 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 53 Global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 570 54 stocks stock NNS work_46wmz2hmybd3bp23vpzkxqofpi 570 55 6.34 6.34 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 56 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 57 16.16 16.16 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 58 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 59 0.3953 0.3953 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 60 8.91 8.91 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 61 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 62 16.76 16.76 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 63 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 64 0.5039 0.5039 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 65 Gold gold NN work_46wmz2hmybd3bp23vpzkxqofpi 570 66 2.35 2.35 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 67 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 68 24.19 24.19 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 69 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 70 0.1285 0.1285 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 71 -0.89 -0.89 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 72 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 73 14.80 14.80 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 74 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 75 -0.1171 -0.1171 : work_46wmz2hmybd3bp23vpzkxqofpi 570 76 Commodities commodity NNS work_46wmz2hmybd3bp23vpzkxqofpi 570 77 3.03 3.03 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 78 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 79 11.40 11.40 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 80 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 81 0.1780 0.1780 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 82 2.06 2.06 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 83 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 84 10.28 10.28 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 85 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 86 0.0511 0.0511 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 87 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 88 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 570 89 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 570 90 1.06 1.06 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 91 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 92 4.06 4.06 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 93 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 94 -0.0548 -0.0548 : work_46wmz2hmybd3bp23vpzkxqofpi 570 95 2.41 2.41 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 96 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 97 4.73 4.73 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 98 % % NN work_46wmz2hmybd3bp23vpzkxqofpi 570 99 0.0902 0.0902 CD work_46wmz2hmybd3bp23vpzkxqofpi 570 100 Panel panel NN work_46wmz2hmybd3bp23vpzkxqofpi 570 101 B B NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 102 : : : work_46wmz2hmybd3bp23vpzkxqofpi 570 103 Correlations correlation NNS work_46wmz2hmybd3bp23vpzkxqofpi 570 104 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 570 105 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 570 106 A A NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 107 rt rt NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 108 T T NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 109 -b -b : work_46wmz2hmybd3bp23vpzkxqofpi 570 110 ill ill NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 111 s s NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 112 U U NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 113 .S .S NNP work_46wmz2hmybd3bp23vpzkxqofpi 570 114 . . . work_46wmz2hmybd3bp23vpzkxqofpi 571 1 g g NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 2 ov ov IN work_46wmz2hmybd3bp23vpzkxqofpi 571 3 er er UH work_46wmz2hmybd3bp23vpzkxqofpi 571 4 nm nm NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 5 en en IN work_46wmz2hmybd3bp23vpzkxqofpi 571 6 t t NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 7 b b NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 8 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 571 9 ds ds NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 10 D D NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 11 J J NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 12 co co NN work_46wmz2hmybd3bp23vpzkxqofpi 571 13 rp rp NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 14 or or CC work_46wmz2hmybd3bp23vpzkxqofpi 571 15 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 571 16 e e NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 17 bo bo NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 18 nd nd NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 19 s s NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 20 G G NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 21 lo lo NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 22 ba ba NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 23 l l NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 24 g g NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 25 ov ov IN work_46wmz2hmybd3bp23vpzkxqofpi 571 26 er er UH work_46wmz2hmybd3bp23vpzkxqofpi 571 27 nm nm UH work_46wmz2hmybd3bp23vpzkxqofpi 571 28 en en IN work_46wmz2hmybd3bp23vpzkxqofpi 571 29 t t NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 30 b b NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 31 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 571 32 ds ds NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 33 S S NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 34 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 571 35 P P NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 36 50 50 CD work_46wmz2hmybd3bp23vpzkxqofpi 571 37 0 0 CD work_46wmz2hmybd3bp23vpzkxqofpi 571 38 st st NN work_46wmz2hmybd3bp23vpzkxqofpi 571 39 oc oc NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 40 ks ks NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 41 G G NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 42 lo lo NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 43 ba ba NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 44 l l NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 45 s s NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 46 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 571 47 ck ck NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 48 s s NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 49 G G NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 50 ol old NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 51 d d NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 52 C C NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 53 om om NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 54 m m NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 55 od od NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 56 iti iti NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 57 es es NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 58 U U NNP work_46wmz2hmybd3bp23vpzkxqofpi 571 59 .S .S . work_46wmz2hmybd3bp23vpzkxqofpi 571 60 . . . work_46wmz2hmybd3bp23vpzkxqofpi 572 1 r r NNP work_46wmz2hmybd3bp23vpzkxqofpi 572 2 ea ea NNP work_46wmz2hmybd3bp23vpzkxqofpi 572 3 l l NNP work_46wmz2hmybd3bp23vpzkxqofpi 572 4 e e NNP work_46wmz2hmybd3bp23vpzkxqofpi 572 5 st st NNP work_46wmz2hmybd3bp23vpzkxqofpi 572 6 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 572 7 e e DT work_46wmz2hmybd3bp23vpzkxqofpi 572 8 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 572 9 1.00 1.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 10 T t NN work_46wmz2hmybd3bp23vpzkxqofpi 572 11 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 572 12 bills bill NNS work_46wmz2hmybd3bp23vpzkxqofpi 572 13 0.01 0.01 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 14 1.00 1.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 15 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 572 16 government government NN work_46wmz2hmybd3bp23vpzkxqofpi 572 17 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 572 18 -0.20 -0.20 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 19 0.56 0.56 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 20 1.00 1.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 21 DJ DJ NNP work_46wmz2hmybd3bp23vpzkxqofpi 572 22 corporate corporate JJ work_46wmz2hmybd3bp23vpzkxqofpi 572 23 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 572 24 -0.17 -0.17 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 25 0.58 0.58 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 26 0.90 0.90 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 27 1.00 1.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 28 Global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 572 29 government government NN work_46wmz2hmybd3bp23vpzkxqofpi 572 30 bonds bond NNS work_46wmz2hmybd3bp23vpzkxqofpi 572 31 -0.10 -0.10 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 32 0.46 0.46 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 33 0.88 0.88 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 34 0.89 0.89 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 35 1.00 1.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 36 S&P S&P NNP work_46wmz2hmybd3bp23vpzkxqofpi 572 37 500 500 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 38 stocks stock NNS work_46wmz2hmybd3bp23vpzkxqofpi 572 39 -0.03 -0.03 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 40 0.34 0.34 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 41 0.27 0.27 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 42 0.39 0.39 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 43 0.33 0.33 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 44 1.00 1.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 45 Global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 572 46 stocks stock NNS work_46wmz2hmybd3bp23vpzkxqofpi 572 47 0.20 0.20 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 48 0.28 0.28 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 49 0.18 0.18 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 50 0.32 0.32 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 51 0.33 0.33 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 52 0.88 0.88 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 53 1.00 1.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 54 Gold Gold NNP work_46wmz2hmybd3bp23vpzkxqofpi 572 55 0.30 0.30 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 56 -0.54 -0.54 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 57 -0.18 -0.18 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 58 -0.28 -0.28 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 59 -0.13 -0.13 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 60 -0.28 -0.28 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 61 -0.15 -0.15 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 62 1.00 1.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 63 Commodities Commodities NNPS work_46wmz2hmybd3bp23vpzkxqofpi 572 64 0.44 0.44 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 65 -0.41 -0.41 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 66 -0.26 -0.26 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 67 -0.25 -0.25 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 68 -0.25 -0.25 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 69 -0.15 -0.15 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 70 -0.07 -0.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 71 0.55 0.55 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 72 1.00 1.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 73 U.S. U.S. NNP work_46wmz2hmybd3bp23vpzkxqofpi 572 74 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 572 75 estate estate NN work_46wmz2hmybd3bp23vpzkxqofpi 572 76 0.39 0.39 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 77 -0.24 -0.24 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 78 -0.13 -0.13 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 79 -0.13 -0.13 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 80 -0.07 -0.07 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 81 -0.15 -0.15 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 82 0.02 0.02 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 83 0.24 0.24 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 84 0.16 0.16 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 85 1.00 1.00 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 86 29 29 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 87 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 572 88 6 6 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 89 – – : work_46wmz2hmybd3bp23vpzkxqofpi 572 90 Explaining explain VBG work_46wmz2hmybd3bp23vpzkxqofpi 572 91 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 572 92 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 572 93 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 572 94 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 572 95 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 572 96 6 6 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 97 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 572 98 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 572 99 results result NNS work_46wmz2hmybd3bp23vpzkxqofpi 572 100 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 572 101 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 572 102 linear linear JJ work_46wmz2hmybd3bp23vpzkxqofpi 572 103 regression regression NN work_46wmz2hmybd3bp23vpzkxqofpi 572 104 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 572 105 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 572 106 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 572 107 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 572 108 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 572 109 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 572 110 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 572 111 independent independent JJ work_46wmz2hmybd3bp23vpzkxqofpi 572 112 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 572 113 , , , work_46wmz2hmybd3bp23vpzkxqofpi 572 114 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 572 115 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 572 116 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 572 117 1981 1981 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 118 - - SYM work_46wmz2hmybd3bp23vpzkxqofpi 572 119 2007 2007 CD work_46wmz2hmybd3bp23vpzkxqofpi 572 120 . . . work_46wmz2hmybd3bp23vpzkxqofpi 573 1 Below below IN work_46wmz2hmybd3bp23vpzkxqofpi 573 2 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 573 3 coefficient coefficient NN work_46wmz2hmybd3bp23vpzkxqofpi 573 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 573 5 we -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 573 6 report report VBP work_46wmz2hmybd3bp23vpzkxqofpi 573 7 Newey Newey NNP work_46wmz2hmybd3bp23vpzkxqofpi 573 8 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 573 9 West west JJ work_46wmz2hmybd3bp23vpzkxqofpi 573 10 standard standard JJ work_46wmz2hmybd3bp23vpzkxqofpi 573 11 errors error NNS work_46wmz2hmybd3bp23vpzkxqofpi 573 12 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 573 13 control control NN work_46wmz2hmybd3bp23vpzkxqofpi 573 14 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 573 15 heteroskedasticity heteroskedasticity NN work_46wmz2hmybd3bp23vpzkxqofpi 573 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 573 17 autocorrelation autocorrelation NN work_46wmz2hmybd3bp23vpzkxqofpi 573 18 up up IN work_46wmz2hmybd3bp23vpzkxqofpi 573 19 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 573 20 two two CD work_46wmz2hmybd3bp23vpzkxqofpi 573 21 lags lag NNS work_46wmz2hmybd3bp23vpzkxqofpi 573 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 574 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 574 2 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 574 3 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 574 4 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 574 5 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 574 6 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 574 7 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 574 8 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 574 9 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 574 10 corrected correct VBN work_46wmz2hmybd3bp23vpzkxqofpi 574 11 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 574 12 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 574 13 Π π CD work_46wmz2hmybd3bp23vpzkxqofpi 574 14 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 574 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 574 16 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 574 17 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 574 18 shown show VBN work_46wmz2hmybd3bp23vpzkxqofpi 574 19 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 574 20 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 574 21 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 574 22 . . . work_46wmz2hmybd3bp23vpzkxqofpi 575 1 Model Model NNP work_46wmz2hmybd3bp23vpzkxqofpi 575 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 575 3 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 575 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 575 5 only only RB work_46wmz2hmybd3bp23vpzkxqofpi 575 6 includes include VBZ work_46wmz2hmybd3bp23vpzkxqofpi 575 7 same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 575 8 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 575 9 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 575 10 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 575 11 lagged lag VBN work_46wmz2hmybd3bp23vpzkxqofpi 575 12 global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 575 13 stock stock NN work_46wmz2hmybd3bp23vpzkxqofpi 575 14 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 575 15 , , , work_46wmz2hmybd3bp23vpzkxqofpi 575 16 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 575 17 Global Global NNP work_46wmz2hmybd3bp23vpzkxqofpi 575 18 Financial Financial NNP work_46wmz2hmybd3bp23vpzkxqofpi 575 19 Data Data NNP work_46wmz2hmybd3bp23vpzkxqofpi 575 20 , , , work_46wmz2hmybd3bp23vpzkxqofpi 575 21 as as IN work_46wmz2hmybd3bp23vpzkxqofpi 575 22 independent independent JJ work_46wmz2hmybd3bp23vpzkxqofpi 575 23 variables variable NNS work_46wmz2hmybd3bp23vpzkxqofpi 575 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 576 1 Column column NN work_46wmz2hmybd3bp23vpzkxqofpi 576 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 576 3 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 576 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 576 5 adds add VBZ work_46wmz2hmybd3bp23vpzkxqofpi 576 6 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 576 7 lagged lag VBN work_46wmz2hmybd3bp23vpzkxqofpi 576 8 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 576 9 standardized standardized JJ work_46wmz2hmybd3bp23vpzkxqofpi 576 10 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 576 11 data datum NNS work_46wmz2hmybd3bp23vpzkxqofpi 576 12 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 576 13 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 576 14 University University NNP work_46wmz2hmybd3bp23vpzkxqofpi 576 15 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 576 16 Michigan Michigan NNP work_46wmz2hmybd3bp23vpzkxqofpi 576 17 ’s ’s POS work_46wmz2hmybd3bp23vpzkxqofpi 576 18 Survey Survey NNP work_46wmz2hmybd3bp23vpzkxqofpi 576 19 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 576 20 Consumers Consumers NNPS work_46wmz2hmybd3bp23vpzkxqofpi 576 21 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 576 22 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 576 23 attitude attitude NN work_46wmz2hmybd3bp23vpzkxqofpi 576 24 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 576 25 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 576 26 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 576 27 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 576 28 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 576 29 upper upper JJ work_46wmz2hmybd3bp23vpzkxqofpi 576 30 third third RB work_46wmz2hmybd3bp23vpzkxqofpi 576 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 576 32 consumers consumer NNS work_46wmz2hmybd3bp23vpzkxqofpi 576 33 with with IN work_46wmz2hmybd3bp23vpzkxqofpi 576 34 respect respect NN work_46wmz2hmybd3bp23vpzkxqofpi 576 35 to to IN work_46wmz2hmybd3bp23vpzkxqofpi 576 36 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 576 37 purchase purchase NN work_46wmz2hmybd3bp23vpzkxqofpi 576 38 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 576 39 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 576 40 major major JJ work_46wmz2hmybd3bp23vpzkxqofpi 576 41 household household NN work_46wmz2hmybd3bp23vpzkxqofpi 576 42 items item NNS work_46wmz2hmybd3bp23vpzkxqofpi 576 43 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 576 44 . . . work_46wmz2hmybd3bp23vpzkxqofpi 577 1 Model Model NNP work_46wmz2hmybd3bp23vpzkxqofpi 577 2 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 577 3 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 577 4 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 577 5 adds add VBZ work_46wmz2hmybd3bp23vpzkxqofpi 577 6 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 577 7 newly newly RB work_46wmz2hmybd3bp23vpzkxqofpi 577 8 constructed construct VBN work_46wmz2hmybd3bp23vpzkxqofpi 577 9 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 577 10 lagged lag VBN work_46wmz2hmybd3bp23vpzkxqofpi 577 11 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 577 12 standardized standardized JJ work_46wmz2hmybd3bp23vpzkxqofpi 577 13 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 577 14 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 577 15 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 577 16 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 577 17 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 577 18 , , , work_46wmz2hmybd3bp23vpzkxqofpi 577 19 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 577 20 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 577 21 volume volume NN work_46wmz2hmybd3bp23vpzkxqofpi 577 22 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 577 23 buy buy VB work_46wmz2hmybd3bp23vpzkxqofpi 577 24 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 577 25 in in RP work_46wmz2hmybd3bp23vpzkxqofpi 577 26 rates rate NNS work_46wmz2hmybd3bp23vpzkxqofpi 577 27 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 577 28 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 577 29 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 577 30 profile profile NN work_46wmz2hmybd3bp23vpzkxqofpi 577 31 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 577 32 , , , work_46wmz2hmybd3bp23vpzkxqofpi 577 33 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 577 34 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 577 35 media medium NNS work_46wmz2hmybd3bp23vpzkxqofpi 577 36 reports report NNS work_46wmz2hmybd3bp23vpzkxqofpi 577 37 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 577 38 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 577 39 . . . work_46wmz2hmybd3bp23vpzkxqofpi 578 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 578 2 VI VI NNP work_46wmz2hmybd3bp23vpzkxqofpi 578 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 578 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 579 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 579 2 number number NN work_46wmz2hmybd3bp23vpzkxqofpi 579 3 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 579 4 observations observation NNS work_46wmz2hmybd3bp23vpzkxqofpi 579 5 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 579 6 N n NN work_46wmz2hmybd3bp23vpzkxqofpi 579 7 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 579 8 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 579 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 579 10 adjusted adjust VBN work_46wmz2hmybd3bp23vpzkxqofpi 579 11 R r NN work_46wmz2hmybd3bp23vpzkxqofpi 579 12 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 579 13 squared squared JJ work_46wmz2hmybd3bp23vpzkxqofpi 579 14 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 579 15 R2 r2 NN work_46wmz2hmybd3bp23vpzkxqofpi 579 16 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 579 17 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 579 18 presented present VBN work_46wmz2hmybd3bp23vpzkxqofpi 579 19 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 579 20 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 579 21 bottom bottom NN work_46wmz2hmybd3bp23vpzkxqofpi 579 22 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 579 23 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 579 24 table table NN work_46wmz2hmybd3bp23vpzkxqofpi 579 25 . . . work_46wmz2hmybd3bp23vpzkxqofpi 580 1 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 2 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 4 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 5 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 6 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 7 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 8 3 3 LS work_46wmz2hmybd3bp23vpzkxqofpi 580 9 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 10 Dependent dependent JJ work_46wmz2hmybd3bp23vpzkxqofpi 580 11 variable variable NN work_46wmz2hmybd3bp23vpzkxqofpi 580 12 : : : work_46wmz2hmybd3bp23vpzkxqofpi 580 13 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 580 14 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 580 15 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 580 16 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 580 17 Same same JJ work_46wmz2hmybd3bp23vpzkxqofpi 580 18 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 580 19 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 580 20 global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 580 21 stock stock NN work_46wmz2hmybd3bp23vpzkxqofpi 580 22 returns return NNS work_46wmz2hmybd3bp23vpzkxqofpi 580 23 0.1751 0.1751 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 24 0.1325 0.1325 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 25 0.1184 0.1184 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 26 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 27 0.1050 0.1050 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 28 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 29 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 30 0.0901 0.0901 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 31 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 32 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 33 0.0987 0.0987 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 34 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 35 Previous previous JJ work_46wmz2hmybd3bp23vpzkxqofpi 580 36 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 580 37 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 580 38 global global JJ work_46wmz2hmybd3bp23vpzkxqofpi 580 39 stock stock NN work_46wmz2hmybd3bp23vpzkxqofpi 580 40 returns return VBZ work_46wmz2hmybd3bp23vpzkxqofpi 580 41 0.5396 0.5396 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 42 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 580 43 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 580 44 0.4012 0.4012 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 45 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 580 46 0.2976 0.2976 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 47 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 48 0.2534 0.2534 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 49 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 50 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 51 0.1941 0.1941 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 52 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 53 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 54 0.2066 0.2066 LS work_46wmz2hmybd3bp23vpzkxqofpi 580 55 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 56 High high JJ work_46wmz2hmybd3bp23vpzkxqofpi 580 57 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 580 58 income income NN work_46wmz2hmybd3bp23vpzkxqofpi 580 59 consumer consumer NN work_46wmz2hmybd3bp23vpzkxqofpi 580 60 confidence confidence NN work_46wmz2hmybd3bp23vpzkxqofpi 580 61 0.0677 0.0677 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 62 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 580 63 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 580 64 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 580 65 0.0554 0.0554 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 66 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 580 67 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 580 68 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 69 0.0226 0.0226 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 70 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 71 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 72 0.0231 0.0231 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 73 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 74 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 580 75 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 580 76 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 580 77 0.0425 0.0425 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 78 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 580 79 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 580 80 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 81 0.0175 0.0175 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 82 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 580 83 N n CD work_46wmz2hmybd3bp23vpzkxqofpi 580 84 27 27 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 85 27 27 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 86 27 27 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 87 Adjusted Adjusted NNP work_46wmz2hmybd3bp23vpzkxqofpi 580 88 R2 r2 NN work_46wmz2hmybd3bp23vpzkxqofpi 580 89 0.33 0.33 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 90 0.49 0.49 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 91 0.52 0.52 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 92 30 30 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 93 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 580 94 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 95 – – : work_46wmz2hmybd3bp23vpzkxqofpi 580 96 Hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 580 97 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 580 98 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 580 99 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 580 100 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 101 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 580 102 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 580 103 baseline baseline NN work_46wmz2hmybd3bp23vpzkxqofpi 580 104 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 580 105 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 580 106 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 580 107 detailed detail VBN work_46wmz2hmybd3bp23vpzkxqofpi 580 108 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 580 109 Table table NN work_46wmz2hmybd3bp23vpzkxqofpi 580 110 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 580 111 . . . work_46wmz2hmybd3bp23vpzkxqofpi 581 1 Π π PRP work_46wmz2hmybd3bp23vpzkxqofpi 581 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 581 3 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 581 4 uncorrected uncorrected JJ work_46wmz2hmybd3bp23vpzkxqofpi 581 5 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 581 6 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 581 7 , , , work_46wmz2hmybd3bp23vpzkxqofpi 581 8 while while IN work_46wmz2hmybd3bp23vpzkxqofpi 581 9 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 581 10 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 581 11 corrects correct VBZ work_46wmz2hmybd3bp23vpzkxqofpi 581 12 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 581 13 changes change NNS work_46wmz2hmybd3bp23vpzkxqofpi 581 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 581 15 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 581 16 dispersion dispersion NN work_46wmz2hmybd3bp23vpzkxqofpi 581 17 over over IN work_46wmz2hmybd3bp23vpzkxqofpi 581 18 time time NN work_46wmz2hmybd3bp23vpzkxqofpi 581 19 . . . work_46wmz2hmybd3bp23vpzkxqofpi 582 1 The the DT work_46wmz2hmybd3bp23vpzkxqofpi 582 2 figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 582 3 also also RB work_46wmz2hmybd3bp23vpzkxqofpi 582 4 includes include VBZ work_46wmz2hmybd3bp23vpzkxqofpi 582 5 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 582 6 average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 582 7 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 582 8 median median JJ work_46wmz2hmybd3bp23vpzkxqofpi 582 9 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 582 10 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 582 11 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 582 12 each each DT work_46wmz2hmybd3bp23vpzkxqofpi 582 13 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 582 14 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 582 15 our -PRON- PRP$ work_46wmz2hmybd3bp23vpzkxqofpi 582 16 data data NN work_46wmz2hmybd3bp23vpzkxqofpi 582 17 set set NN work_46wmz2hmybd3bp23vpzkxqofpi 582 18 . . . work_46wmz2hmybd3bp23vpzkxqofpi 583 1 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 583 2 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 583 3 – – : work_46wmz2hmybd3bp23vpzkxqofpi 583 4 Quantile Quantile NNP work_46wmz2hmybd3bp23vpzkxqofpi 583 5 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 583 6 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 583 7 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 583 8 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 583 9 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 583 10 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 583 11 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 583 12 indices indice VBZ work_46wmz2hmybd3bp23vpzkxqofpi 583 13 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 583 14 result result VBP work_46wmz2hmybd3bp23vpzkxqofpi 583 15 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 583 16 repeating repeat VBG work_46wmz2hmybd3bp23vpzkxqofpi 583 17 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 583 18 adjacent adjacent JJ work_46wmz2hmybd3bp23vpzkxqofpi 583 19 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 583 20 period period NN work_46wmz2hmybd3bp23vpzkxqofpi 583 21 hedonic hedonic JJ work_46wmz2hmybd3bp23vpzkxqofpi 583 22 model model NN work_46wmz2hmybd3bp23vpzkxqofpi 583 23 using use VBG work_46wmz2hmybd3bp23vpzkxqofpi 583 24 quantile quantile NN work_46wmz2hmybd3bp23vpzkxqofpi 583 25 regressions regression NNS work_46wmz2hmybd3bp23vpzkxqofpi 583 26 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 583 27 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 583 28 . . . work_46wmz2hmybd3bp23vpzkxqofpi 584 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 584 2 IV.C iv.c NN work_46wmz2hmybd3bp23vpzkxqofpi 584 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 584 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 585 1 0 0 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 2 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 3 200 200 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 4 300 300 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 5 400 400 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 6 500 500 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 7 600 600 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 8 700 700 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 9 800 800 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 10 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 11 57 57 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 12 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 13 59 59 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 14 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 15 61 61 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 16 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 17 63 63 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 18 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 19 65 65 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 20 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 21 67 67 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 22 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 23 69 69 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 24 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 25 71 71 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 26 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 27 73 73 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 28 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 29 75 75 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 30 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 31 77 77 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 32 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 33 79 79 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 34 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 35 81 81 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 36 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 37 83 83 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 38 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 39 85 85 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 40 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 41 87 87 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 42 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 43 89 89 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 44 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 45 91 91 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 46 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 47 93 93 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 48 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 49 95 95 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 50 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 51 97 97 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 52 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 53 99 99 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 54 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 55 01 01 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 56 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 57 03 03 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 58 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 59 05 05 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 60 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 61 07 07 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 62 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 585 63 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 585 64 uncorrected uncorrected JJ work_46wmz2hmybd3bp23vpzkxqofpi 585 65 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 585 66 Π π NN work_46wmz2hmybd3bp23vpzkxqofpi 585 67 * * NFP work_46wmz2hmybd3bp23vpzkxqofpi 585 68 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 585 69 corrected correct VBN work_46wmz2hmybd3bp23vpzkxqofpi 585 70 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 585 71 Average average JJ work_46wmz2hmybd3bp23vpzkxqofpi 585 72 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 585 73 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 585 74 Median median JJ work_46wmz2hmybd3bp23vpzkxqofpi 585 75 real real JJ work_46wmz2hmybd3bp23vpzkxqofpi 585 76 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 585 77 0 0 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 78 50 50 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 79 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 80 150 150 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 81 200 200 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 82 250 250 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 83 300 300 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 84 350 350 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 85 400 400 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 86 450 450 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 87 500 500 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 88 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 89 82 82 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 90 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 91 83 83 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 92 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 93 84 84 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 94 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 95 85 85 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 96 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 97 86 86 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 98 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 99 87 87 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 100 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 101 88 88 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 102 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 103 89 89 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 104 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 105 90 90 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 106 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 107 91 91 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 108 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 109 92 92 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 110 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 111 93 93 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 112 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 113 94 94 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 114 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 115 95 95 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 116 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 117 96 96 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 118 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 119 97 97 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 120 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 121 98 98 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 122 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 123 99 99 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 124 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 125 00 00 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 126 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 127 01 01 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 128 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 129 02 02 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 130 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 131 03 03 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 132 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 133 04 04 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 134 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 135 05 05 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 136 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 137 06 06 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 138 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 139 07 07 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 140 Q95 Q95 NNP work_46wmz2hmybd3bp23vpzkxqofpi 585 141 Q75 Q75 NNP work_46wmz2hmybd3bp23vpzkxqofpi 585 142 Q50 Q50 NNP work_46wmz2hmybd3bp23vpzkxqofpi 585 143 Q25 Q25 NNP work_46wmz2hmybd3bp23vpzkxqofpi 585 144 Q05 Q05 NNP work_46wmz2hmybd3bp23vpzkxqofpi 585 145 31 31 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 146 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 585 147 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 148 – – : work_46wmz2hmybd3bp23vpzkxqofpi 585 149 Trading trading NN work_46wmz2hmybd3bp23vpzkxqofpi 585 150 strategies strategy NNS work_46wmz2hmybd3bp23vpzkxqofpi 585 151 Figure Figure NNP work_46wmz2hmybd3bp23vpzkxqofpi 585 152 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 585 153 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 585 154 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 585 155 index index NN work_46wmz2hmybd3bp23vpzkxqofpi 585 156 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 585 157 results result VBZ work_46wmz2hmybd3bp23vpzkxqofpi 585 158 from from IN work_46wmz2hmybd3bp23vpzkxqofpi 585 159 applying apply VBG work_46wmz2hmybd3bp23vpzkxqofpi 585 160 an an DT work_46wmz2hmybd3bp23vpzkxqofpi 585 161 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 585 162 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 585 163 all all DT work_46wmz2hmybd3bp23vpzkxqofpi 585 164 item item NN work_46wmz2hmybd3bp23vpzkxqofpi 585 165 pairs pair NNS work_46wmz2hmybd3bp23vpzkxqofpi 585 166 that that WDT work_46wmz2hmybd3bp23vpzkxqofpi 585 167 are be VBP work_46wmz2hmybd3bp23vpzkxqofpi 585 168 considered consider VBN work_46wmz2hmybd3bp23vpzkxqofpi 585 169 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 585 170 be be VB work_46wmz2hmybd3bp23vpzkxqofpi 585 171 repeated repeat VBN work_46wmz2hmybd3bp23vpzkxqofpi 585 172 transactions transaction NNS work_46wmz2hmybd3bp23vpzkxqofpi 585 173 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 585 174 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 585 175 . . . work_46wmz2hmybd3bp23vpzkxqofpi 586 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 586 2 IV.B iv.b JJ work_46wmz2hmybd3bp23vpzkxqofpi 586 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 586 4 , , , work_46wmz2hmybd3bp23vpzkxqofpi 586 5 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 586 6 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 586 7 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 586 8 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 586 9 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 586 10 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 586 11 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 586 12 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 586 13 masterpieces masterpiece NNS work_46wmz2hmybd3bp23vpzkxqofpi 586 14 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 586 15 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 586 16 a a DT work_46wmz2hmybd3bp23vpzkxqofpi 586 17 “ " `` work_46wmz2hmybd3bp23vpzkxqofpi 586 18 value value NN work_46wmz2hmybd3bp23vpzkxqofpi 586 19 ” " '' work_46wmz2hmybd3bp23vpzkxqofpi 586 20 trading trading NN work_46wmz2hmybd3bp23vpzkxqofpi 586 21 strategy strategy NN work_46wmz2hmybd3bp23vpzkxqofpi 586 22 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 586 23 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 586 24 . . . work_46wmz2hmybd3bp23vpzkxqofpi 587 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 587 2 IV.D IV.D NNP work_46wmz2hmybd3bp23vpzkxqofpi 587 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 587 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 588 1 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 588 2 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 588 3 – – : work_46wmz2hmybd3bp23vpzkxqofpi 588 4 Indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 588 5 per per IN work_46wmz2hmybd3bp23vpzkxqofpi 588 6 movement movement NN work_46wmz2hmybd3bp23vpzkxqofpi 588 7 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 588 8 4 4 CD work_46wmz2hmybd3bp23vpzkxqofpi 588 9 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 588 10 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 588 11 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 588 12 corrected corrected JJ work_46wmz2hmybd3bp23vpzkxqofpi 588 13 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 588 14 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 588 15 price price NN work_46wmz2hmybd3bp23vpzkxqofpi 588 16 indices index NNS work_46wmz2hmybd3bp23vpzkxqofpi 588 17 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 588 18 three three CD work_46wmz2hmybd3bp23vpzkxqofpi 588 19 different different JJ work_46wmz2hmybd3bp23vpzkxqofpi 588 20 movements movement NNS work_46wmz2hmybd3bp23vpzkxqofpi 588 21 : : : work_46wmz2hmybd3bp23vpzkxqofpi 588 22 Rococo Rococo NNP work_46wmz2hmybd3bp23vpzkxqofpi 588 23 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 588 24 Cubism Cubism NNP work_46wmz2hmybd3bp23vpzkxqofpi 588 25 , , , work_46wmz2hmybd3bp23vpzkxqofpi 588 26 Futurism Futurism NNP work_46wmz2hmybd3bp23vpzkxqofpi 588 27 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 588 28 Constructivism Constructivism NNP work_46wmz2hmybd3bp23vpzkxqofpi 588 29 ; ; : work_46wmz2hmybd3bp23vpzkxqofpi 588 30 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 588 31 Pop Pop NNP work_46wmz2hmybd3bp23vpzkxqofpi 588 32 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 588 33 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 588 34 . . . work_46wmz2hmybd3bp23vpzkxqofpi 589 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 589 2 IV.E IV.E NNP work_46wmz2hmybd3bp23vpzkxqofpi 589 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 589 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 590 1 0 0 NFP work_46wmz2hmybd3bp23vpzkxqofpi 590 2 50 50 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 3 100 100 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 4 150 150 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 5 200 200 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 6 250 250 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 7 300 300 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 8 350 350 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 9 400 400 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 10 450 450 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 11 500 500 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 12 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 13 82 82 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 14 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 15 83 83 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 16 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 17 84 84 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 18 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 19 85 85 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 20 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 21 86 86 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 22 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 23 87 87 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 24 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 25 88 88 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 26 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 27 89 89 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 28 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 29 90 90 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 30 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 31 91 91 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 32 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 33 92 92 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 34 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 35 93 93 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 36 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 37 94 94 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 38 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 39 95 95 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 40 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 41 96 96 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 42 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 43 97 97 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 44 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 45 98 98 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 46 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 47 99 99 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 48 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 49 00 00 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 50 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 51 01 01 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 52 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 53 02 02 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 54 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 55 03 03 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 56 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 57 04 04 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 58 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 59 05 05 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 60 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 61 06 06 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 62 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 63 07 07 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 64 RSR RSR NNP work_46wmz2hmybd3bp23vpzkxqofpi 590 65 Masterpiece Masterpiece NNP work_46wmz2hmybd3bp23vpzkxqofpi 590 66 Value value NN work_46wmz2hmybd3bp23vpzkxqofpi 590 67 0 0 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 68 200 200 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 69 400 400 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 70 600 600 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 71 800 800 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 72 1,000 1,000 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 73 1,200 1,200 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 74 1,400 1,400 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 75 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 76 82 82 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 77 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 78 83 83 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 79 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 80 84 84 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 81 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 82 85 85 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 83 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 84 86 86 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 85 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 86 87 87 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 87 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 88 88 88 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 89 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 90 89 89 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 91 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 92 90 90 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 93 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 94 91 91 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 95 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 96 92 92 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 97 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 98 93 93 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 99 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 100 94 94 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 101 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 102 95 95 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 103 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 104 96 96 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 105 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 106 97 97 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 107 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 108 98 98 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 109 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 110 99 99 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 111 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 112 00 00 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 113 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 114 01 01 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 115 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 116 02 02 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 117 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 118 03 03 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 119 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 120 04 04 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 121 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 122 05 05 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 123 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 124 06 06 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 125 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 126 07 07 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 127 Rococo Rococo NNP work_46wmz2hmybd3bp23vpzkxqofpi 590 128 Cubism Cubism NNP work_46wmz2hmybd3bp23vpzkxqofpi 590 129 , , , work_46wmz2hmybd3bp23vpzkxqofpi 590 130 Futurism Futurism NNP work_46wmz2hmybd3bp23vpzkxqofpi 590 131 & & CC work_46wmz2hmybd3bp23vpzkxqofpi 590 132 Constructivism Constructivism NNP work_46wmz2hmybd3bp23vpzkxqofpi 590 133 Pop Pop NNP work_46wmz2hmybd3bp23vpzkxqofpi 590 134 32 32 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 135 Figure Figure NNP work_46wmz2hmybd3bp23vpzkxqofpi 590 136 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 137 – – : work_46wmz2hmybd3bp23vpzkxqofpi 590 138 Art art NN work_46wmz2hmybd3bp23vpzkxqofpi 590 139 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 590 140 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 590 141 Figure figure NN work_46wmz2hmybd3bp23vpzkxqofpi 590 142 5 5 CD work_46wmz2hmybd3bp23vpzkxqofpi 590 143 presents present VBZ work_46wmz2hmybd3bp23vpzkxqofpi 590 144 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 590 145 end end NN work_46wmz2hmybd3bp23vpzkxqofpi 590 146 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 590 147 of of IN work_46wmz2hmybd3bp23vpzkxqofpi 590 148 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 590 149 year year NN work_46wmz2hmybd3bp23vpzkxqofpi 590 150 values value NNS work_46wmz2hmybd3bp23vpzkxqofpi 590 151 for for IN work_46wmz2hmybd3bp23vpzkxqofpi 590 152 the the DT work_46wmz2hmybd3bp23vpzkxqofpi 590 153 art art NN work_46wmz2hmybd3bp23vpzkxqofpi 590 154 market market NN work_46wmz2hmybd3bp23vpzkxqofpi 590 155 sentiment sentiment NN work_46wmz2hmybd3bp23vpzkxqofpi 590 156 measure measure NN work_46wmz2hmybd3bp23vpzkxqofpi 590 157 used use VBN work_46wmz2hmybd3bp23vpzkxqofpi 590 158 in in IN work_46wmz2hmybd3bp23vpzkxqofpi 590 159 this this DT work_46wmz2hmybd3bp23vpzkxqofpi 590 160 study study NN work_46wmz2hmybd3bp23vpzkxqofpi 590 161 . . . work_46wmz2hmybd3bp23vpzkxqofpi 591 1 It -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 591 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 591 3 based base VBN work_46wmz2hmybd3bp23vpzkxqofpi 591 4 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 591 5 volume volume NN work_46wmz2hmybd3bp23vpzkxqofpi 591 6 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 591 7 buy buy VB work_46wmz2hmybd3bp23vpzkxqofpi 591 8 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 591 9 in in RP work_46wmz2hmybd3bp23vpzkxqofpi 591 10 rates rate NNS work_46wmz2hmybd3bp23vpzkxqofpi 591 11 at at IN work_46wmz2hmybd3bp23vpzkxqofpi 591 12 high high JJ work_46wmz2hmybd3bp23vpzkxqofpi 591 13 - - HYPH work_46wmz2hmybd3bp23vpzkxqofpi 591 14 profile profile NN work_46wmz2hmybd3bp23vpzkxqofpi 591 15 auctions auction NNS work_46wmz2hmybd3bp23vpzkxqofpi 591 16 , , , work_46wmz2hmybd3bp23vpzkxqofpi 591 17 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 591 18 on on IN work_46wmz2hmybd3bp23vpzkxqofpi 591 19 media medium NNS work_46wmz2hmybd3bp23vpzkxqofpi 591 20 reports report NNS work_46wmz2hmybd3bp23vpzkxqofpi 591 21 ( ( -LRB- work_46wmz2hmybd3bp23vpzkxqofpi 591 22 cf cf NN work_46wmz2hmybd3bp23vpzkxqofpi 591 23 . . . work_46wmz2hmybd3bp23vpzkxqofpi 592 1 Section section NN work_46wmz2hmybd3bp23vpzkxqofpi 592 2 VI VI NNP work_46wmz2hmybd3bp23vpzkxqofpi 592 3 ) ) -RRB- work_46wmz2hmybd3bp23vpzkxqofpi 592 4 . . . work_46wmz2hmybd3bp23vpzkxqofpi 593 1 It -PRON- PRP work_46wmz2hmybd3bp23vpzkxqofpi 593 2 is be VBZ work_46wmz2hmybd3bp23vpzkxqofpi 593 3 standardized standardize VBN work_46wmz2hmybd3bp23vpzkxqofpi 593 4 to to TO work_46wmz2hmybd3bp23vpzkxqofpi 593 5 have have VB work_46wmz2hmybd3bp23vpzkxqofpi 593 6 zero zero CD work_46wmz2hmybd3bp23vpzkxqofpi 593 7 mean mean NN work_46wmz2hmybd3bp23vpzkxqofpi 593 8 and and CC work_46wmz2hmybd3bp23vpzkxqofpi 593 9 unit unit NN work_46wmz2hmybd3bp23vpzkxqofpi 593 10 variance variance NN work_46wmz2hmybd3bp23vpzkxqofpi 593 11 . . . work_46wmz2hmybd3bp23vpzkxqofpi 594 1 -3 -3 : work_46wmz2hmybd3bp23vpzkxqofpi 594 2 -2 -2 NFP work_46wmz2hmybd3bp23vpzkxqofpi 594 3 -1 -1 NFP work_46wmz2hmybd3bp23vpzkxqofpi 594 4 0 0 NFP work_46wmz2hmybd3bp23vpzkxqofpi 594 5 1 1 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 6 2 2 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 7 3 3 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 8 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 9 80 80 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 10 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 11 81 81 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 12 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 13 82 82 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 14 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 15 83 83 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 16 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 17 84 84 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 18 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 19 85 85 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 20 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 21 86 86 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 22 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 23 87 87 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 24 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 25 88 88 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 26 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 27 89 89 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 28 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 29 90 90 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 30 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 31 91 91 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 32 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 33 92 92 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 34 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 35 93 93 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 36 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 37 94 94 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 38 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 39 95 95 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 40 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 41 96 96 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 42 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 43 97 97 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 44 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 45 98 98 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 46 19 19 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 47 99 99 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 48 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 49 00 00 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 50 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 51 01 01 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 52 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 53 02 02 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 54 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 55 03 03 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 56 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 57 04 04 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 58 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 59 05 05 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 60 20 20 CD work_46wmz2hmybd3bp23vpzkxqofpi 594 61 06 06 CD