id sid tid token lemma pos cord-294815-mhqe3xjz 1 1 key key JJ cord-294815-mhqe3xjz 2 1 : : : cord-294815-mhqe3xjz 2 2 cord-294815-mhqe3xjz cord-294815-mhqe3xjz NN cord-294815-mhqe3xjz 2 3 authors author NNS cord-294815-mhqe3xjz 2 4 : : : cord-294815-mhqe3xjz 2 5 Küchenhoff Küchenhoff NNP cord-294815-mhqe3xjz 2 6 , , , cord-294815-mhqe3xjz 2 7 H. H. NNP cord-294815-mhqe3xjz 2 8 ; ; : cord-294815-mhqe3xjz 2 9 Guenther Guenther NNP cord-294815-mhqe3xjz 2 10 , , , cord-294815-mhqe3xjz 2 11 F. F. NNP cord-294815-mhqe3xjz 2 12 ; ; : cord-294815-mhqe3xjz 2 13 Höhle hoìˆhle UH cord-294815-mhqe3xjz 2 14 , , , cord-294815-mhqe3xjz 2 15 M. M. NNP cord-294815-mhqe3xjz 2 16 ; ; : cord-294815-mhqe3xjz 2 17 Bender Bender NNP cord-294815-mhqe3xjz 2 18 , , , cord-294815-mhqe3xjz 2 19 A. a. NN cord-294815-mhqe3xjz 2 20 title title NN cord-294815-mhqe3xjz 2 21 : : : cord-294815-mhqe3xjz 2 22 Analysis analysis NN cord-294815-mhqe3xjz 2 23 of of IN cord-294815-mhqe3xjz 2 24 the the DT cord-294815-mhqe3xjz 2 25 early early JJ cord-294815-mhqe3xjz 2 26 Covid-19 covid-19 JJ cord-294815-mhqe3xjz 2 27 epidemic epidemic NN cord-294815-mhqe3xjz 2 28 curve curve NN cord-294815-mhqe3xjz 2 29 in in IN cord-294815-mhqe3xjz 2 30 Germany Germany NNP cord-294815-mhqe3xjz 2 31 by by IN cord-294815-mhqe3xjz 2 32 regression regression NN cord-294815-mhqe3xjz 2 33 models model NNS cord-294815-mhqe3xjz 2 34 with with IN cord-294815-mhqe3xjz 2 35 change change NN cord-294815-mhqe3xjz 2 36 points point NNS cord-294815-mhqe3xjz 2 37 date date NN cord-294815-mhqe3xjz 2 38 : : : cord-294815-mhqe3xjz 2 39 2020 2020 CD cord-294815-mhqe3xjz 2 40 - - SYM cord-294815-mhqe3xjz 2 41 10 10 CD cord-294815-mhqe3xjz 2 42 - - SYM cord-294815-mhqe3xjz 2 43 30 30 CD cord-294815-mhqe3xjz 2 44 journal journal NN cord-294815-mhqe3xjz 2 45 : : : cord-294815-mhqe3xjz 2 46 nan nan NNP cord-294815-mhqe3xjz 2 47 DOI DOI NNP cord-294815-mhqe3xjz 2 48 : : : cord-294815-mhqe3xjz 3 1 10.1101/2020.10.29.20222265 10.1101/2020.10.29.20222265 CD cord-294815-mhqe3xjz 3 2 sha sha NNP cord-294815-mhqe3xjz 3 3 : : : cord-294815-mhqe3xjz 4 1 64a78356c2986d6c2f10b2d519aa55967c0d6d0b 64a78356c2986d6c2f10b2d519aa55967c0d6d0b CD cord-294815-mhqe3xjz 4 2 doc_id doc_id CD cord-294815-mhqe3xjz 4 3 : : : cord-294815-mhqe3xjz 4 4 294815 294815 CD cord-294815-mhqe3xjz 4 5 cord_uid cord_uid NNS cord-294815-mhqe3xjz 4 6 : : : cord-294815-mhqe3xjz 5 1 mhqe3xjz mhqe3xjz NNP cord-294815-mhqe3xjz 6 1 We -PRON- PRP cord-294815-mhqe3xjz 6 2 analyze analyze VBP cord-294815-mhqe3xjz 6 3 the the DT cord-294815-mhqe3xjz 6 4 Covid-19 covid-19 NN cord-294815-mhqe3xjz 6 5 epidemic epidemic NN cord-294815-mhqe3xjz 6 6 curve curve NN cord-294815-mhqe3xjz 6 7 from from IN cord-294815-mhqe3xjz 6 8 March March NNP cord-294815-mhqe3xjz 6 9 to to TO cord-294815-mhqe3xjz 6 10 end end VB cord-294815-mhqe3xjz 6 11 of of IN cord-294815-mhqe3xjz 6 12 April April NNP cord-294815-mhqe3xjz 6 13 2020 2020 CD cord-294815-mhqe3xjz 6 14 in in IN cord-294815-mhqe3xjz 6 15 Germany Germany NNP cord-294815-mhqe3xjz 6 16 . . . cord-294815-mhqe3xjz 7 1 We -PRON- PRP cord-294815-mhqe3xjz 7 2 use use VBP cord-294815-mhqe3xjz 7 3 statistical statistical JJ cord-294815-mhqe3xjz 7 4 models model NNS cord-294815-mhqe3xjz 7 5 to to TO cord-294815-mhqe3xjz 7 6 estimate estimate VB cord-294815-mhqe3xjz 7 7 the the DT cord-294815-mhqe3xjz 7 8 number number NN cord-294815-mhqe3xjz 7 9 of of IN cord-294815-mhqe3xjz 7 10 cases case NNS cord-294815-mhqe3xjz 7 11 with with IN cord-294815-mhqe3xjz 7 12 disease disease NN cord-294815-mhqe3xjz 7 13 onset onset NN cord-294815-mhqe3xjz 7 14 on on IN cord-294815-mhqe3xjz 7 15 a a DT cord-294815-mhqe3xjz 7 16 given give VBN cord-294815-mhqe3xjz 7 17 day day NN cord-294815-mhqe3xjz 7 18 and and CC cord-294815-mhqe3xjz 7 19 use use VB cord-294815-mhqe3xjz 7 20 back back JJ cord-294815-mhqe3xjz 7 21 - - HYPH cord-294815-mhqe3xjz 7 22 projection projection NN cord-294815-mhqe3xjz 7 23 techniques technique NNS cord-294815-mhqe3xjz 7 24 to to TO cord-294815-mhqe3xjz 7 25 obtain obtain VB cord-294815-mhqe3xjz 7 26 the the DT cord-294815-mhqe3xjz 7 27 number number NN cord-294815-mhqe3xjz 7 28 of of IN cord-294815-mhqe3xjz 7 29 new new JJ cord-294815-mhqe3xjz 7 30 infections infection NNS cord-294815-mhqe3xjz 7 31 per per IN cord-294815-mhqe3xjz 7 32 day day NN cord-294815-mhqe3xjz 7 33 . . . cord-294815-mhqe3xjz 8 1 The the DT cord-294815-mhqe3xjz 8 2 respective respective JJ cord-294815-mhqe3xjz 8 3 time time NN cord-294815-mhqe3xjz 8 4 series series NN cord-294815-mhqe3xjz 8 5 are be VBP cord-294815-mhqe3xjz 8 6 analyzed analyze VBN cord-294815-mhqe3xjz 8 7 by by IN cord-294815-mhqe3xjz 8 8 a a DT cord-294815-mhqe3xjz 8 9 Poisson Poisson NNP cord-294815-mhqe3xjz 8 10 trend trend NN cord-294815-mhqe3xjz 8 11 regression regression NN cord-294815-mhqe3xjz 8 12 model model NN cord-294815-mhqe3xjz 8 13 with with IN cord-294815-mhqe3xjz 8 14 change change NN cord-294815-mhqe3xjz 8 15 points point NNS cord-294815-mhqe3xjz 8 16 . . . cord-294815-mhqe3xjz 9 1 The the DT cord-294815-mhqe3xjz 9 2 change change NN cord-294815-mhqe3xjz 9 3 points point NNS cord-294815-mhqe3xjz 9 4 are be VBP cord-294815-mhqe3xjz 9 5 estimated estimate VBN cord-294815-mhqe3xjz 9 6 directly directly RB cord-294815-mhqe3xjz 9 7 from from IN cord-294815-mhqe3xjz 9 8 the the DT cord-294815-mhqe3xjz 9 9 data datum NNS cord-294815-mhqe3xjz 9 10 without without IN cord-294815-mhqe3xjz 9 11 further further JJ cord-294815-mhqe3xjz 9 12 assumptions assumption NNS cord-294815-mhqe3xjz 9 13 . . . cord-294815-mhqe3xjz 10 1 We -PRON- PRP cord-294815-mhqe3xjz 10 2 carry carry VBP cord-294815-mhqe3xjz 10 3 out out RP cord-294815-mhqe3xjz 10 4 the the DT cord-294815-mhqe3xjz 10 5 analysis analysis NN cord-294815-mhqe3xjz 10 6 for for IN cord-294815-mhqe3xjz 10 7 the the DT cord-294815-mhqe3xjz 10 8 whole whole NN cord-294815-mhqe3xjz 10 9 of of IN cord-294815-mhqe3xjz 10 10 Germany Germany NNP cord-294815-mhqe3xjz 10 11 and and CC cord-294815-mhqe3xjz 10 12 the the DT cord-294815-mhqe3xjz 10 13 federal federal JJ cord-294815-mhqe3xjz 10 14 state state NN cord-294815-mhqe3xjz 10 15 of of IN cord-294815-mhqe3xjz 10 16 Bavaria Bavaria NNP cord-294815-mhqe3xjz 10 17 , , , cord-294815-mhqe3xjz 10 18 where where WRB cord-294815-mhqe3xjz 10 19 we -PRON- PRP cord-294815-mhqe3xjz 10 20 have have VBP cord-294815-mhqe3xjz 10 21 more more RBR cord-294815-mhqe3xjz 10 22 detailed detailed JJ cord-294815-mhqe3xjz 10 23 data datum NNS cord-294815-mhqe3xjz 10 24 . . . cord-294815-mhqe3xjz 11 1 Both both DT cord-294815-mhqe3xjz 11 2 analyses analysis NNS cord-294815-mhqe3xjz 11 3 show show VBP cord-294815-mhqe3xjz 11 4 a a DT cord-294815-mhqe3xjz 11 5 major major JJ cord-294815-mhqe3xjz 11 6 change change NN cord-294815-mhqe3xjz 11 7 between between IN cord-294815-mhqe3xjz 11 8 March March NNP cord-294815-mhqe3xjz 11 9 9th 9th NN cord-294815-mhqe3xjz 11 10 and and CC cord-294815-mhqe3xjz 11 11 13th 13th NN cord-294815-mhqe3xjz 11 12 for for IN cord-294815-mhqe3xjz 11 13 the the DT cord-294815-mhqe3xjz 11 14 time time NN cord-294815-mhqe3xjz 11 15 series series NN cord-294815-mhqe3xjz 11 16 of of IN cord-294815-mhqe3xjz 11 17 infections infection NNS cord-294815-mhqe3xjz 11 18 : : : cord-294815-mhqe3xjz 11 19 from from IN cord-294815-mhqe3xjz 11 20 a a DT cord-294815-mhqe3xjz 11 21 strong strong JJ cord-294815-mhqe3xjz 11 22 increase increase NN cord-294815-mhqe3xjz 11 23 to to IN cord-294815-mhqe3xjz 11 24 a a DT cord-294815-mhqe3xjz 11 25 stagnation stagnation NN cord-294815-mhqe3xjz 11 26 or or CC cord-294815-mhqe3xjz 11 27 a a DT cord-294815-mhqe3xjz 11 28 slight slight JJ cord-294815-mhqe3xjz 11 29 decrease decrease NN cord-294815-mhqe3xjz 11 30 . . . cord-294815-mhqe3xjz 12 1 Another another DT cord-294815-mhqe3xjz 12 2 change change NN cord-294815-mhqe3xjz 12 3 was be VBD cord-294815-mhqe3xjz 12 4 found find VBN cord-294815-mhqe3xjz 12 5 between between IN cord-294815-mhqe3xjz 12 6 March March NNP cord-294815-mhqe3xjz 12 7 24th 24th NN cord-294815-mhqe3xjz 12 8 and and CC cord-294815-mhqe3xjz 12 9 March March NNP cord-294815-mhqe3xjz 12 10 31st 31st NN cord-294815-mhqe3xjz 12 11 , , , cord-294815-mhqe3xjz 12 12 where where WRB cord-294815-mhqe3xjz 12 13 the the DT cord-294815-mhqe3xjz 12 14 decline decline NN cord-294815-mhqe3xjz 12 15 intensified intensify VBD cord-294815-mhqe3xjz 12 16 . . . cord-294815-mhqe3xjz 13 1 These these DT cord-294815-mhqe3xjz 13 2 two two CD cord-294815-mhqe3xjz 13 3 major major JJ cord-294815-mhqe3xjz 13 4 changes change NNS cord-294815-mhqe3xjz 13 5 can can MD cord-294815-mhqe3xjz 13 6 be be VB cord-294815-mhqe3xjz 13 7 related relate VBN cord-294815-mhqe3xjz 13 8 to to IN cord-294815-mhqe3xjz 13 9 different different JJ cord-294815-mhqe3xjz 13 10 governmental governmental JJ cord-294815-mhqe3xjz 13 11 measures measure NNS cord-294815-mhqe3xjz 13 12 . . . cord-294815-mhqe3xjz 14 1 On on IN cord-294815-mhqe3xjz 14 2 March March NNP cord-294815-mhqe3xjz 14 3 , , , cord-294815-mhqe3xjz 14 4 11th 11th NN cord-294815-mhqe3xjz 14 5 , , , cord-294815-mhqe3xjz 14 6 Chancellor Chancellor NNP cord-294815-mhqe3xjz 14 7 Merkel Merkel NNP cord-294815-mhqe3xjz 14 8 appealed appeal VBD cord-294815-mhqe3xjz 14 9 for for IN cord-294815-mhqe3xjz 14 10 social social JJ cord-294815-mhqe3xjz 14 11 distancing distancing NN cord-294815-mhqe3xjz 14 12 in in IN cord-294815-mhqe3xjz 14 13 a a DT cord-294815-mhqe3xjz 14 14 press press NN cord-294815-mhqe3xjz 14 15 conference conference NN cord-294815-mhqe3xjz 14 16 with with IN cord-294815-mhqe3xjz 14 17 the the DT cord-294815-mhqe3xjz 14 18 Robert Robert NNP cord-294815-mhqe3xjz 14 19 Koch Koch NNP cord-294815-mhqe3xjz 14 20 Institute Institute NNP cord-294815-mhqe3xjz 14 21 ( ( -LRB- cord-294815-mhqe3xjz 14 22 RKI RKI NNP cord-294815-mhqe3xjz 14 23 ) ) -RRB- cord-294815-mhqe3xjz 14 24 and and CC cord-294815-mhqe3xjz 14 25 a a DT cord-294815-mhqe3xjz 14 26 ban ban NN cord-294815-mhqe3xjz 14 27 on on IN cord-294815-mhqe3xjz 14 28 major major JJ cord-294815-mhqe3xjz 14 29 events event NNS cord-294815-mhqe3xjz 14 30 with with IN cord-294815-mhqe3xjz 14 31 more more JJR cord-294815-mhqe3xjz 14 32 than than IN cord-294815-mhqe3xjz 14 33 1000 1000 CD cord-294815-mhqe3xjz 14 34 visitors visitor NNS cord-294815-mhqe3xjz 14 35 ( ( -LRB- cord-294815-mhqe3xjz 14 36 March March NNP cord-294815-mhqe3xjz 14 37 10th 10th NN cord-294815-mhqe3xjz 14 38 ) ) -RRB- cord-294815-mhqe3xjz 14 39 was be VBD cord-294815-mhqe3xjz 14 40 issued issue VBN cord-294815-mhqe3xjz 14 41 . . . cord-294815-mhqe3xjz 15 1 The the DT cord-294815-mhqe3xjz 15 2 other other JJ cord-294815-mhqe3xjz 15 3 change change NN cord-294815-mhqe3xjz 15 4 point point NN cord-294815-mhqe3xjz 15 5 at at IN cord-294815-mhqe3xjz 15 6 the the DT cord-294815-mhqe3xjz 15 7 end end NN cord-294815-mhqe3xjz 15 8 of of IN cord-294815-mhqe3xjz 15 9 March March NNP cord-294815-mhqe3xjz 15 10 could could MD cord-294815-mhqe3xjz 15 11 be be VB cord-294815-mhqe3xjz 15 12 related relate VBN cord-294815-mhqe3xjz 15 13 to to IN cord-294815-mhqe3xjz 15 14 the the DT cord-294815-mhqe3xjz 15 15 shutdown shutdown NN cord-294815-mhqe3xjz 15 16 in in IN cord-294815-mhqe3xjz 15 17 Germany Germany NNP cord-294815-mhqe3xjz 15 18 . . . cord-294815-mhqe3xjz 16 1 Our -PRON- PRP$ cord-294815-mhqe3xjz 16 2 results result NNS cord-294815-mhqe3xjz 16 3 differ differ VBP cord-294815-mhqe3xjz 16 4 from from IN cord-294815-mhqe3xjz 16 5 those those DT cord-294815-mhqe3xjz 16 6 by by IN cord-294815-mhqe3xjz 16 7 other other JJ cord-294815-mhqe3xjz 16 8 authors author NNS cord-294815-mhqe3xjz 16 9 as as IN cord-294815-mhqe3xjz 16 10 we -PRON- PRP cord-294815-mhqe3xjz 16 11 take take VBP cord-294815-mhqe3xjz 16 12 into into IN cord-294815-mhqe3xjz 16 13 account account NN cord-294815-mhqe3xjz 16 14 the the DT cord-294815-mhqe3xjz 16 15 reporting reporting NN cord-294815-mhqe3xjz 16 16 delay delay NN cord-294815-mhqe3xjz 16 17 , , , cord-294815-mhqe3xjz 16 18 which which WDT cord-294815-mhqe3xjz 16 19 turned turn VBD cord-294815-mhqe3xjz 16 20 out out RP cord-294815-mhqe3xjz 16 21 to to TO cord-294815-mhqe3xjz 16 22 be be VB cord-294815-mhqe3xjz 16 23 time time NN cord-294815-mhqe3xjz 16 24 dependent dependent JJ cord-294815-mhqe3xjz 16 25 and and CC cord-294815-mhqe3xjz 16 26 therefore therefore RB cord-294815-mhqe3xjz 16 27 changes change VBZ cord-294815-mhqe3xjz 16 28 the the DT cord-294815-mhqe3xjz 16 29 structure structure NN cord-294815-mhqe3xjz 16 30 of of IN cord-294815-mhqe3xjz 16 31 the the DT cord-294815-mhqe3xjz 16 32 epidemic epidemic NN cord-294815-mhqe3xjz 16 33 curve curve NN cord-294815-mhqe3xjz 16 34 compared compare VBN cord-294815-mhqe3xjz 16 35 to to IN cord-294815-mhqe3xjz 16 36 the the DT cord-294815-mhqe3xjz 16 37 curve curve NN cord-294815-mhqe3xjz 16 38 of of IN cord-294815-mhqe3xjz 16 39 newly newly RB cord-294815-mhqe3xjz 16 40 reported report VBN cord-294815-mhqe3xjz 16 41 cases case NNS cord-294815-mhqe3xjz 17 1 The the DT cord-294815-mhqe3xjz 17 2 first first JJ cord-294815-mhqe3xjz 17 3 phase phase NN cord-294815-mhqe3xjz 17 4 of of IN cord-294815-mhqe3xjz 17 5 the the DT cord-294815-mhqe3xjz 17 6 Covid-19 covid-19 JJ cord-294815-mhqe3xjz 17 7 pandemic pandemic NN cord-294815-mhqe3xjz 17 8 in in IN cord-294815-mhqe3xjz 17 9 Germany Germany NNP cord-294815-mhqe3xjz 17 10 was be VBD cord-294815-mhqe3xjz 17 11 managed manage VBN cord-294815-mhqe3xjz 17 12 relatively relatively RB cord-294815-mhqe3xjz 17 13 successful successful JJ cord-294815-mhqe3xjz 17 14 in in IN cord-294815-mhqe3xjz 17 15 comparison comparison NN cord-294815-mhqe3xjz 17 16 to to IN cord-294815-mhqe3xjz 17 17 other other JJ cord-294815-mhqe3xjz 17 18 countries country NNS cord-294815-mhqe3xjz 17 19 in in IN cord-294815-mhqe3xjz 17 20 Europe Europe NNP cord-294815-mhqe3xjz 17 21 . . . cord-294815-mhqe3xjz 18 1 Therefore therefore RB cord-294815-mhqe3xjz 18 2 , , , cord-294815-mhqe3xjz 18 3 it -PRON- PRP cord-294815-mhqe3xjz 18 4 is be VBZ cord-294815-mhqe3xjz 18 5 worth worth JJ cord-294815-mhqe3xjz 18 6 taking take VBG cord-294815-mhqe3xjz 18 7 a a DT cord-294815-mhqe3xjz 18 8 closer close JJR cord-294815-mhqe3xjz 18 9 look look NN cord-294815-mhqe3xjz 18 10 at at IN cord-294815-mhqe3xjz 18 11 the the DT cord-294815-mhqe3xjz 18 12 course course NN cord-294815-mhqe3xjz 18 13 of of IN cord-294815-mhqe3xjz 18 14 the the DT cord-294815-mhqe3xjz 18 15 pandemic pandemic NN cord-294815-mhqe3xjz 18 16 in in IN cord-294815-mhqe3xjz 18 17 Germany Germany NNP cord-294815-mhqe3xjz 18 18 , , , cord-294815-mhqe3xjz 18 19 which which WDT cord-294815-mhqe3xjz 18 20 has have VBZ cord-294815-mhqe3xjz 18 21 already already RB cord-294815-mhqe3xjz 18 22 led lead VBN cord-294815-mhqe3xjz 18 23 to to IN cord-294815-mhqe3xjz 18 24 controversial controversial JJ cord-294815-mhqe3xjz 18 25 discussions discussion NNS cord-294815-mhqe3xjz 18 26 . . . cord-294815-mhqe3xjz 19 1 This this DT cord-294815-mhqe3xjz 19 2 particularly particularly RB cord-294815-mhqe3xjz 19 3 concerns concern VBZ cord-294815-mhqe3xjz 19 4 the the DT cord-294815-mhqe3xjz 19 5 important important JJ cord-294815-mhqe3xjz 19 6 question question NN cord-294815-mhqe3xjz 19 7 about about IN cord-294815-mhqe3xjz 19 8 the the DT cord-294815-mhqe3xjz 19 9 effectiveness effectiveness NN cord-294815-mhqe3xjz 19 10 of of IN cord-294815-mhqe3xjz 19 11 various various JJ cord-294815-mhqe3xjz 19 12 control control NN cord-294815-mhqe3xjz 19 13 measures measure NNS cord-294815-mhqe3xjz 19 14 . . . cord-294815-mhqe3xjz 20 1 There there EX cord-294815-mhqe3xjz 20 2 are be VBP cord-294815-mhqe3xjz 20 3 several several JJ cord-294815-mhqe3xjz 20 4 publications publication NNS cord-294815-mhqe3xjz 20 5 using use VBG cord-294815-mhqe3xjz 20 6 data datum NNS cord-294815-mhqe3xjz 20 7 from from IN cord-294815-mhqe3xjz 20 8 different different JJ cord-294815-mhqe3xjz 20 9 countries country NNS cord-294815-mhqe3xjz 20 10 on on IN cord-294815-mhqe3xjz 20 11 the the DT cord-294815-mhqe3xjz 20 12 effects effect NNS cord-294815-mhqe3xjz 20 13 of of IN cord-294815-mhqe3xjz 20 14 control control NN cord-294815-mhqe3xjz 20 15 measures measure NNS cord-294815-mhqe3xjz 20 16 , , , cord-294815-mhqe3xjz 20 17 see see VB cord-294815-mhqe3xjz 20 18 , , , cord-294815-mhqe3xjz 20 19 e.g. e.g. RB cord-294815-mhqe3xjz 20 20 , , , cord-294815-mhqe3xjz 20 21 [ [ -LRB- cord-294815-mhqe3xjz 20 22 1 1 CD cord-294815-mhqe3xjz 20 23 ] ] -RRB- cord-294815-mhqe3xjz 20 24 , , , cord-294815-mhqe3xjz 20 25 [ [ -LRB- cord-294815-mhqe3xjz 20 26 2 2 CD cord-294815-mhqe3xjz 20 27 ] ] -RRB- cord-294815-mhqe3xjz 20 28 and and CC cord-294815-mhqe3xjz 20 29 [ [ -LRB- cord-294815-mhqe3xjz 20 30 3 3 CD cord-294815-mhqe3xjz 20 31 ] ] -RRB- cord-294815-mhqe3xjz 20 32 . . . cord-294815-mhqe3xjz 21 1 As as IN cord-294815-mhqe3xjz 21 2 [ [ -LRB- cord-294815-mhqe3xjz 21 3 4 4 CD cord-294815-mhqe3xjz 21 4 ] ] -RRB- cord-294815-mhqe3xjz 21 5 point point VB cord-294815-mhqe3xjz 21 6 out out RP cord-294815-mhqe3xjz 21 7 , , , cord-294815-mhqe3xjz 21 8 many many JJ cord-294815-mhqe3xjz 21 9 of of IN cord-294815-mhqe3xjz 21 10 such such JJ cord-294815-mhqe3xjz 21 11 studies study NNS cord-294815-mhqe3xjz 21 12 are be VBP cord-294815-mhqe3xjz 21 13 undermined undermine VBN cord-294815-mhqe3xjz 21 14 by by IN cord-294815-mhqe3xjz 21 15 unreliable unreliable JJ cord-294815-mhqe3xjz 21 16 data datum NNS cord-294815-mhqe3xjz 21 17 on on IN cord-294815-mhqe3xjz 21 18 incidence incidence NN cord-294815-mhqe3xjz 21 19 . . . cord-294815-mhqe3xjz 22 1 Many many JJ cord-294815-mhqe3xjz 22 2 papers paper NNS cord-294815-mhqe3xjz 22 3 use use VBP cord-294815-mhqe3xjz 22 4 data datum NNS cord-294815-mhqe3xjz 22 5 provided provide VBN cord-294815-mhqe3xjz 22 6 from from IN cord-294815-mhqe3xjz 22 7 the the DT cord-294815-mhqe3xjz 22 8 Johns Johns NNP cord-294815-mhqe3xjz 22 9 Hopkins Hopkins NNP cord-294815-mhqe3xjz 22 10 University University NNP cord-294815-mhqe3xjz 22 11 ( ( -LRB- cord-294815-mhqe3xjz 22 12 JHU JHU NNP cord-294815-mhqe3xjz 22 13 ) ) -RRB- cord-294815-mhqe3xjz 22 14 [ [ -LRB- cord-294815-mhqe3xjz 22 15 5 5 CD cord-294815-mhqe3xjz 22 16 ] ] -RRB- cord-294815-mhqe3xjz 22 17 . . . cord-294815-mhqe3xjz 23 1 These these DT cord-294815-mhqe3xjz 23 2 data datum NNS cord-294815-mhqe3xjz 23 3 are be VBP cord-294815-mhqe3xjz 23 4 based base VBN cord-294815-mhqe3xjz 23 5 on on IN cord-294815-mhqe3xjz 23 6 cumulative cumulative JJ cord-294815-mhqe3xjz 23 7 registered register VBN cord-294815-mhqe3xjz 23 8 cases case NNS cord-294815-mhqe3xjz 23 9 in in IN cord-294815-mhqe3xjz 23 10 different different JJ cord-294815-mhqe3xjz 23 11 countries country NNS cord-294815-mhqe3xjz 23 12 , , , cord-294815-mhqe3xjz 23 13 which which WDT cord-294815-mhqe3xjz 23 14 induces induce VBZ cord-294815-mhqe3xjz 23 15 several several JJ cord-294815-mhqe3xjz 23 16 problems problem NNS cord-294815-mhqe3xjz 23 17 , , , cord-294815-mhqe3xjz 23 18 particularly particularly RB cord-294815-mhqe3xjz 23 19 the the DT cord-294815-mhqe3xjz 23 20 fact fact NN cord-294815-mhqe3xjz 23 21 that that IN cord-294815-mhqe3xjz 23 22 not not RB cord-294815-mhqe3xjz 23 23 all all DT cord-294815-mhqe3xjz 23 24 cases case NNS cord-294815-mhqe3xjz 23 25 are be VBP cord-294815-mhqe3xjz 23 26 reported report VBN cord-294815-mhqe3xjz 23 27 and and CC cord-294815-mhqe3xjz 23 28 that that IN cord-294815-mhqe3xjz 23 29 there there EX cord-294815-mhqe3xjz 23 30 is be VBZ cord-294815-mhqe3xjz 23 31 delay delay NN cord-294815-mhqe3xjz 23 32 between between IN cord-294815-mhqe3xjz 23 33 the the DT cord-294815-mhqe3xjz 23 34 day day NN cord-294815-mhqe3xjz 23 35 of of IN cord-294815-mhqe3xjz 23 36 infection infection NN cord-294815-mhqe3xjz 23 37 and and CC cord-294815-mhqe3xjz 23 38 the the DT cord-294815-mhqe3xjz 23 39 reporting reporting NN cord-294815-mhqe3xjz 23 40 day day NN cord-294815-mhqe3xjz 23 41 . . . cord-294815-mhqe3xjz 24 1 Furthermore furthermore RB cord-294815-mhqe3xjz 24 2 , , , cord-294815-mhqe3xjz 24 3 the the DT cord-294815-mhqe3xjz 24 4 systems system NNS cord-294815-mhqe3xjz 24 5 of of IN cord-294815-mhqe3xjz 24 6 reporting reporting NN cord-294815-mhqe3xjz 24 7 vary vary VBP cord-294815-mhqe3xjz 24 8 between between IN cord-294815-mhqe3xjz 24 9 countries country NNS cord-294815-mhqe3xjz 24 10 , , , cord-294815-mhqe3xjz 24 11 which which WDT cord-294815-mhqe3xjz 24 12 makes make VBZ cord-294815-mhqe3xjz 24 13 comparisons comparison NNS cord-294815-mhqe3xjz 24 14 between between IN cord-294815-mhqe3xjz 24 15 countries country NNS cord-294815-mhqe3xjz 24 16 difficult difficult JJ cord-294815-mhqe3xjz 24 17 . . . cord-294815-mhqe3xjz 25 1 Therefore therefore RB cord-294815-mhqe3xjz 25 2 we -PRON- PRP cord-294815-mhqe3xjz 25 3 focus focus VBP cord-294815-mhqe3xjz 25 4 on on IN cord-294815-mhqe3xjz 25 5 the the DT cord-294815-mhqe3xjz 25 6 analysis analysis NN cord-294815-mhqe3xjz 25 7 of of IN cord-294815-mhqe3xjz 25 8 the the DT cord-294815-mhqe3xjz 25 9 epidemic epidemic NN cord-294815-mhqe3xjz 25 10 curve curve NN cord-294815-mhqe3xjz 25 11 in in IN cord-294815-mhqe3xjz 25 12 Bavaria Bavaria NNP cord-294815-mhqe3xjz 25 13 and and CC cord-294815-mhqe3xjz 25 14 Germany Germany NNP cord-294815-mhqe3xjz 25 15 . . . cord-294815-mhqe3xjz 26 1 The the DT cord-294815-mhqe3xjz 26 2 availability availability NN cord-294815-mhqe3xjz 26 3 of of IN cord-294815-mhqe3xjz 26 4 case case NN cord-294815-mhqe3xjz 26 5 based base VBN cord-294815-mhqe3xjz 26 6 data datum NNS cord-294815-mhqe3xjz 26 7 for for IN cord-294815-mhqe3xjz 26 8 Bavaria Bavaria NNP cord-294815-mhqe3xjz 26 9 and and CC cord-294815-mhqe3xjz 26 10 detailed detailed JJ cord-294815-mhqe3xjz 26 11 data datum NNS cord-294815-mhqe3xjz 26 12 for for IN cord-294815-mhqe3xjz 26 13 disease disease NN cord-294815-mhqe3xjz 26 14 onset onset NN cord-294815-mhqe3xjz 26 15 for for IN cord-294815-mhqe3xjz 26 16 Germany Germany NNP cord-294815-mhqe3xjz 26 17 is be VBZ cord-294815-mhqe3xjz 26 18 essential essential JJ cord-294815-mhqe3xjz 26 19 for for IN cord-294815-mhqe3xjz 26 20 our -PRON- PRP$ cord-294815-mhqe3xjz 26 21 analysis analysis NN cord-294815-mhqe3xjz 26 22 . . . cord-294815-mhqe3xjz 27 1 In in IN cord-294815-mhqe3xjz 27 2 a a DT cord-294815-mhqe3xjz 27 3 recent recent JJ cord-294815-mhqe3xjz 27 4 paper paper NN cord-294815-mhqe3xjz 27 5 on on IN cord-294815-mhqe3xjz 27 6 Germany Germany NNP cord-294815-mhqe3xjz 27 7 by by IN cord-294815-mhqe3xjz 27 8 [ [ -LRB- cord-294815-mhqe3xjz 27 9 6 6 CD cord-294815-mhqe3xjz 27 10 ] ] -RRB- cord-294815-mhqe3xjz 27 11 , , , cord-294815-mhqe3xjz 27 12 the the DT cord-294815-mhqe3xjz 27 13 authors author NNS cord-294815-mhqe3xjz 27 14 use use VBP cord-294815-mhqe3xjz 27 15 a a DT cord-294815-mhqe3xjz 27 16 complex complex JJ cord-294815-mhqe3xjz 27 17 Bayesian Bayesian NNP cord-294815-mhqe3xjz 27 18 modeling modeling NN cord-294815-mhqe3xjz 27 19 approach approach NN cord-294815-mhqe3xjz 27 20 based base VBN cord-294815-mhqe3xjz 27 21 on on IN cord-294815-mhqe3xjz 27 22 the the DT cord-294815-mhqe3xjz 27 23 daily daily JJ cord-294815-mhqe3xjz 27 24 registrations registration NNS cord-294815-mhqe3xjz 27 25 in in IN cord-294815-mhqe3xjz 27 26 the the DT cord-294815-mhqe3xjz 27 27 JHU JHU NNP cord-294815-mhqe3xjz 27 28 data datum NNS cord-294815-mhqe3xjz 27 29 . . . cord-294815-mhqe3xjz 28 1 An an DT cord-294815-mhqe3xjz 28 2 important important JJ cord-294815-mhqe3xjz 28 3 claim claim NN cord-294815-mhqe3xjz 28 4 by by IN cord-294815-mhqe3xjz 28 5 [ [ -LRB- cord-294815-mhqe3xjz 28 6 6 6 CD cord-294815-mhqe3xjz 28 7 ] ] -RRB- cord-294815-mhqe3xjz 28 8 is be VBZ cord-294815-mhqe3xjz 28 9 that that IN cord-294815-mhqe3xjz 28 10 the the DT cord-294815-mhqe3xjz 28 11 lock lock VB cord-294815-mhqe3xjz 28 12 - - HYPH cord-294815-mhqe3xjz 28 13 down down IN cord-294815-mhqe3xjz 28 14 - - HYPH cord-294815-mhqe3xjz 28 15 like like JJ cord-294815-mhqe3xjz 28 16 measures measure NNS cord-294815-mhqe3xjz 28 17 on on IN cord-294815-mhqe3xjz 28 18 March March NNP cord-294815-mhqe3xjz 28 19 23rd 23rd NN cord-294815-mhqe3xjz 28 20 were be VBD cord-294815-mhqe3xjz 28 21 necessary necessary JJ cord-294815-mhqe3xjz 28 22 to to TO cord-294815-mhqe3xjz 28 23 stop stop VB cord-294815-mhqe3xjz 28 24 exponential exponential JJ cord-294815-mhqe3xjz 28 25 growth growth NN cord-294815-mhqe3xjz 28 26 , , , cord-294815-mhqe3xjz 28 27 however however RB cord-294815-mhqe3xjz 28 28 , , , cord-294815-mhqe3xjz 28 29 this this DT cord-294815-mhqe3xjz 28 30 result result NN cord-294815-mhqe3xjz 28 31 contradicts contradict VBZ cord-294815-mhqe3xjz 28 32 for for IN cord-294815-mhqe3xjz 28 33 example example NN cord-294815-mhqe3xjz 28 34 results result NNS cord-294815-mhqe3xjz 28 35 by by IN cord-294815-mhqe3xjz 28 36 the the DT cord-294815-mhqe3xjz 28 37 German german JJ cord-294815-mhqe3xjz 28 38 RKI RKI NNP cord-294815-mhqe3xjz 28 39 [ [ -LRB- cord-294815-mhqe3xjz 28 40 7 7 CD cord-294815-mhqe3xjz 28 41 ] ] -RRB- cord-294815-mhqe3xjz 28 42 . . . cord-294815-mhqe3xjz 29 1 Furthermore furthermore RB cord-294815-mhqe3xjz 29 2 , , , cord-294815-mhqe3xjz 29 3 these these DT cord-294815-mhqe3xjz 29 4 approaches approach NNS cord-294815-mhqe3xjz 29 5 were be VBD cord-294815-mhqe3xjz 29 6 critically critically RB cord-294815-mhqe3xjz 29 7 questioned question VBN cord-294815-mhqe3xjz 29 8 by by IN cord-294815-mhqe3xjz 29 9 [ [ -LRB- cord-294815-mhqe3xjz 29 10 8 8 CD cord-294815-mhqe3xjz 29 11 ] ] -RRB- cord-294815-mhqe3xjz 29 12 and and CC cord-294815-mhqe3xjz 29 13 [ [ -LRB- cord-294815-mhqe3xjz 29 14 9 9 CD cord-294815-mhqe3xjz 29 15 ] ] -RRB- cord-294815-mhqe3xjz 29 16 , , , cord-294815-mhqe3xjz 29 17 where where WRB cord-294815-mhqe3xjz 29 18 the the DT cord-294815-mhqe3xjz 29 19 latter latter RB cord-294815-mhqe3xjz 29 20 emphasized emphasize VBD cord-294815-mhqe3xjz 29 21 the the DT cord-294815-mhqe3xjz 29 22 importance importance NN cord-294815-mhqe3xjz 29 23 of of IN cord-294815-mhqe3xjz 29 24 taking take VBG cord-294815-mhqe3xjz 29 25 into into IN cord-294815-mhqe3xjz 29 26 account account NN cord-294815-mhqe3xjz 29 27 the the DT cord-294815-mhqe3xjz 29 28 delay delay NN cord-294815-mhqe3xjz 29 29 by by IN cord-294815-mhqe3xjz 29 30 reporting reporting NN cord-294815-mhqe3xjz 29 31 and and CC cord-294815-mhqe3xjz 29 32 incubation incubation NN cord-294815-mhqe3xjz 29 33 time time NN cord-294815-mhqe3xjz 29 34 , , , cord-294815-mhqe3xjz 29 35 when when WRB cord-294815-mhqe3xjz 29 36 analyzing analyze VBG cord-294815-mhqe3xjz 29 37 the the DT cord-294815-mhqe3xjz 29 38 possible possible JJ cord-294815-mhqe3xjz 29 39 effect effect NN cord-294815-mhqe3xjz 29 40 of of IN cord-294815-mhqe3xjz 29 41 non non JJ cord-294815-mhqe3xjz 29 42 pharmaceutical pharmaceutical JJ cord-294815-mhqe3xjz 29 43 interventions intervention NNS cord-294815-mhqe3xjz 29 44 . . . cord-294815-mhqe3xjz 30 1 We -PRON- PRP cord-294815-mhqe3xjz 30 2 follow follow VBP cord-294815-mhqe3xjz 30 3 this this DT cord-294815-mhqe3xjz 30 4 line line NN cord-294815-mhqe3xjz 30 5 of of IN cord-294815-mhqe3xjz 30 6 argument argument NN cord-294815-mhqe3xjz 30 7 and and CC cord-294815-mhqe3xjz 30 8 use use VB cord-294815-mhqe3xjz 30 9 a a DT cord-294815-mhqe3xjz 30 10 statistical statistical JJ cord-294815-mhqe3xjz 30 11 model model NN cord-294815-mhqe3xjz 30 12 to to TO cord-294815-mhqe3xjz 30 13 estimate estimate VB cord-294815-mhqe3xjz 30 14 daily daily JJ cord-294815-mhqe3xjz 30 15 numbers number NNS cord-294815-mhqe3xjz 30 16 of of IN cord-294815-mhqe3xjz 30 17 infected infected JJ cord-294815-mhqe3xjz 30 18 and and CC cord-294815-mhqe3xjz 30 19 of of IN cord-294815-mhqe3xjz 30 20 persons person NNS cord-294815-mhqe3xjz 30 21 with with IN cord-294815-mhqe3xjz 30 22 disease disease NN cord-294815-mhqe3xjz 30 23 onset onset NN cord-294815-mhqe3xjz 30 24 on on IN cord-294815-mhqe3xjz 30 25 a a DT cord-294815-mhqe3xjz 30 26 certain certain JJ cord-294815-mhqe3xjz 30 27 day day NN cord-294815-mhqe3xjz 30 28 . . . cord-294815-mhqe3xjz 31 1 For for IN cord-294815-mhqe3xjz 31 2 Bavaria Bavaria NNP cord-294815-mhqe3xjz 31 3 , , , cord-294815-mhqe3xjz 31 4 we -PRON- PRP cord-294815-mhqe3xjz 31 5 use use VBP cord-294815-mhqe3xjz 31 6 detailed detailed JJ cord-294815-mhqe3xjz 31 7 case case NN cord-294815-mhqe3xjz 31 8 - - HYPH cord-294815-mhqe3xjz 31 9 based base VBN cord-294815-mhqe3xjz 31 10 data datum NNS cord-294815-mhqe3xjz 31 11 , , , cord-294815-mhqe3xjz 31 12 while while IN cord-294815-mhqe3xjz 31 13 a a DT cord-294815-mhqe3xjz 31 14 modeling modeling NN cord-294815-mhqe3xjz 31 15 approach approach NN cord-294815-mhqe3xjz 31 16 is be VBZ cord-294815-mhqe3xjz 31 17 utilized utilize VBN cord-294815-mhqe3xjz 31 18 for for IN cord-294815-mhqe3xjz 31 19 German german JJ cord-294815-mhqe3xjz 31 20 data datum NNS cord-294815-mhqe3xjz 31 21 . . . cord-294815-mhqe3xjz 32 1 We -PRON- PRP cord-294815-mhqe3xjz 32 2 analyze analyze VBP cord-294815-mhqe3xjz 32 3 the the DT cord-294815-mhqe3xjz 32 4 respective respective JJ cord-294815-mhqe3xjz 32 5 epidemic epidemic NN cord-294815-mhqe3xjz 32 6 curves curve NNS cord-294815-mhqe3xjz 32 7 using use VBG cord-294815-mhqe3xjz 32 8 a a DT cord-294815-mhqe3xjz 32 9 segmented segmented JJ cord-294815-mhqe3xjz 32 10 regression regression NN cord-294815-mhqe3xjz 32 11 model model NN cord-294815-mhqe3xjz 32 12 with with IN cord-294815-mhqe3xjz 32 13 change change NN cord-294815-mhqe3xjz 32 14 points point NNS cord-294815-mhqe3xjz 32 15 . . . cord-294815-mhqe3xjz 33 1 The the DT cord-294815-mhqe3xjz 33 2 paper paper NN cord-294815-mhqe3xjz 33 3 is be VBZ cord-294815-mhqe3xjz 33 4 organized organize VBN cord-294815-mhqe3xjz 33 5 as as IN cord-294815-mhqe3xjz 33 6 follows follow NNS cord-294815-mhqe3xjz 33 7 . . . cord-294815-mhqe3xjz 34 1 In in IN cord-294815-mhqe3xjz 34 2 Section section NN cord-294815-mhqe3xjz 34 3 2 2 CD cord-294815-mhqe3xjz 34 4 , , , cord-294815-mhqe3xjz 34 5 we -PRON- PRP cord-294815-mhqe3xjz 34 6 present present VBP cord-294815-mhqe3xjz 34 7 the the DT cord-294815-mhqe3xjz 34 8 data datum NNS cord-294815-mhqe3xjz 34 9 and and CC cord-294815-mhqe3xjz 34 10 the the DT cord-294815-mhqe3xjz 34 11 the the DT cord-294815-mhqe3xjz 34 12 strategy strategy NN cord-294815-mhqe3xjz 34 13 of of IN cord-294815-mhqe3xjz 34 14 estimating estimate VBG cord-294815-mhqe3xjz 34 15 the the DT cord-294815-mhqe3xjz 34 16 relevant relevant JJ cord-294815-mhqe3xjz 34 17 daily daily JJ cord-294815-mhqe3xjz 34 18 counts count NNS cord-294815-mhqe3xjz 34 19 . . . cord-294815-mhqe3xjz 35 1 Then then RB cord-294815-mhqe3xjz 35 2 the the DT cord-294815-mhqe3xjz 35 3 segmented segmented JJ cord-294815-mhqe3xjz 35 4 regression regression NN cord-294815-mhqe3xjz 35 5 model model NN cord-294815-mhqe3xjz 35 6 , , , cord-294815-mhqe3xjz 35 7 which which WDT cord-294815-mhqe3xjz 35 8 is be VBZ cord-294815-mhqe3xjz 35 9 the the DT cord-294815-mhqe3xjz 35 10 basis basis NN cord-294815-mhqe3xjz 35 11 for for IN cord-294815-mhqe3xjz 35 12 further further JJ cord-294815-mhqe3xjz 35 13 analyses analysis NNS cord-294815-mhqe3xjz 35 14 , , , cord-294815-mhqe3xjz 35 15 is be VBZ cord-294815-mhqe3xjz 35 16 presented present VBN cord-294815-mhqe3xjz 35 17 . . . cord-294815-mhqe3xjz 36 1 In in IN cord-294815-mhqe3xjz 36 2 Section section NN cord-294815-mhqe3xjz 36 3 3 3 CD cord-294815-mhqe3xjz 36 4 , , , cord-294815-mhqe3xjz 36 5 we -PRON- PRP cord-294815-mhqe3xjz 36 6 present present VBP cord-294815-mhqe3xjz 36 7 the the DT cord-294815-mhqe3xjz 36 8 results result NNS cord-294815-mhqe3xjz 36 9 followed follow VBN cord-294815-mhqe3xjz 36 10 by by IN cord-294815-mhqe3xjz 36 11 a a DT cord-294815-mhqe3xjz 36 12 discussion discussion NN cord-294815-mhqe3xjz 36 13 in in IN cord-294815-mhqe3xjz 36 14 Section section NN cord-294815-mhqe3xjz 36 15 4 4 CD cord-294815-mhqe3xjz 36 16 . . . cord-294815-mhqe3xjz 37 1 the the DT cord-294815-mhqe3xjz 37 2 latter latter JJ cord-294815-mhqe3xjz 37 3 is be VBZ cord-294815-mhqe3xjz 37 4 not not RB cord-294815-mhqe3xjz 37 5 always always RB cord-294815-mhqe3xjz 37 6 known know VBN cord-294815-mhqe3xjz 37 7 : : : cord-294815-mhqe3xjz 37 8 partly partly RB cord-294815-mhqe3xjz 37 9 because because IN cord-294815-mhqe3xjz 37 10 it -PRON- PRP cord-294815-mhqe3xjz 37 11 could could MD cord-294815-mhqe3xjz 37 12 not not RB cord-294815-mhqe3xjz 37 13 be be VB cord-294815-mhqe3xjz 37 14 determined determine VBN cord-294815-mhqe3xjz 37 15 and and CC cord-294815-mhqe3xjz 37 16 partly partly RB cord-294815-mhqe3xjz 37 17 because because IN cord-294815-mhqe3xjz 37 18 the the DT cord-294815-mhqe3xjz 37 19 case case NN cord-294815-mhqe3xjz 37 20 did do VBD cord-294815-mhqe3xjz 37 21 not not RB cord-294815-mhqe3xjz 37 22 ( ( -LRB- cord-294815-mhqe3xjz 37 23 yet yet RB cord-294815-mhqe3xjz 37 24 ) ) -RRB- cord-294815-mhqe3xjz 37 25 have have VBP cord-294815-mhqe3xjz 37 26 any any DT cord-294815-mhqe3xjz 37 27 symptoms symptom NNS cord-294815-mhqe3xjz 37 28 at at IN cord-294815-mhqe3xjz 37 29 the the DT cord-294815-mhqe3xjz 37 30 time time NN cord-294815-mhqe3xjz 37 31 of of IN cord-294815-mhqe3xjz 37 32 entry entry NN cord-294815-mhqe3xjz 37 33 into into IN cord-294815-mhqe3xjz 37 34 the the DT cord-294815-mhqe3xjz 37 35 data data NN cord-294815-mhqe3xjz 37 36 base base NN cord-294815-mhqe3xjz 37 37 . . . cord-294815-mhqe3xjz 38 1 A a DT cord-294815-mhqe3xjz 38 2 procedure procedure NN cord-294815-mhqe3xjz 38 3 for for IN cord-294815-mhqe3xjz 38 4 imputation imputation NN cord-294815-mhqe3xjz 38 5 of of IN cord-294815-mhqe3xjz 38 6 missing miss VBG cord-294815-mhqe3xjz 38 7 values value NNS cord-294815-mhqe3xjz 38 8 regarding regard VBG cord-294815-mhqe3xjz 38 9 the the DT cord-294815-mhqe3xjz 38 10 disease disease NN cord-294815-mhqe3xjz 38 11 onset onset NN cord-294815-mhqe3xjz 38 12 has have VBZ cord-294815-mhqe3xjz 38 13 been be VBN cord-294815-mhqe3xjz 38 14 developed develop VBN cord-294815-mhqe3xjz 38 15 by by IN cord-294815-mhqe3xjz 38 16 [ [ -LRB- cord-294815-mhqe3xjz 38 17 10 10 CD cord-294815-mhqe3xjz 38 18 ] ] -RRB- cord-294815-mhqe3xjz 38 19 , , , cord-294815-mhqe3xjz 38 20 using use VBG cord-294815-mhqe3xjz 38 21 a a DT cord-294815-mhqe3xjz 38 22 flexible flexible JJ cord-294815-mhqe3xjz 38 23 generalized generalized JJ cord-294815-mhqe3xjz 38 24 additive additive NN cord-294815-mhqe3xjz 38 25 model model NN cord-294815-mhqe3xjz 38 26 for for IN cord-294815-mhqe3xjz 38 27 location location NN cord-294815-mhqe3xjz 38 28 , , , cord-294815-mhqe3xjz 38 29 scale scale NN cord-294815-mhqe3xjz 38 30 and and CC cord-294815-mhqe3xjz 38 31 shape shape NN cord-294815-mhqe3xjz 38 32 ( ( -LRB- cord-294815-mhqe3xjz 38 33 GAMLSS gamls NNS cord-294815-mhqe3xjz 38 34 ; ; : cord-294815-mhqe3xjz 38 35 [ [ -LRB- cord-294815-mhqe3xjz 38 36 11 11 CD cord-294815-mhqe3xjz 38 37 ] ] -RRB- cord-294815-mhqe3xjz 38 38 ) ) -RRB- cord-294815-mhqe3xjz 38 39 , , , cord-294815-mhqe3xjz 38 40 assuming assume VBG cord-294815-mhqe3xjz 38 41 a a DT cord-294815-mhqe3xjz 38 42 Weibulldistribution Weibulldistribution NNP cord-294815-mhqe3xjz 38 43 for for IN cord-294815-mhqe3xjz 38 44 time time NN cord-294815-mhqe3xjz 38 45 t t NN cord-294815-mhqe3xjz 38 46 d d NN cord-294815-mhqe3xjz 38 47 > > XX cord-294815-mhqe3xjz 38 48 0 0 CD cord-294815-mhqe3xjz 38 49 between between IN cord-294815-mhqe3xjz 38 50 disease disease NN cord-294815-mhqe3xjz 38 51 onset onset NN cord-294815-mhqe3xjz 38 52 and and CC cord-294815-mhqe3xjz 38 53 reporting reporting NN cord-294815-mhqe3xjz 38 54 date date NN cord-294815-mhqe3xjz 38 55 . . . cord-294815-mhqe3xjz 39 1 We -PRON- PRP cord-294815-mhqe3xjz 39 2 estimate estimate VBP cord-294815-mhqe3xjz 39 3 the the DT cord-294815-mhqe3xjz 39 4 delay delay NN cord-294815-mhqe3xjz 39 5 time time NN cord-294815-mhqe3xjz 39 6 distribution distribution NN cord-294815-mhqe3xjz 39 7 from from IN cord-294815-mhqe3xjz 39 8 data datum NNS cord-294815-mhqe3xjz 39 9 with with IN cord-294815-mhqe3xjz 39 10 disease disease NN cord-294815-mhqe3xjz 39 11 onset onset NN cord-294815-mhqe3xjz 39 12 and and CC cord-294815-mhqe3xjz 39 13 impute impute VB cord-294815-mhqe3xjz 39 14 missing miss VBG cord-294815-mhqe3xjz 39 15 disease disease NN cord-294815-mhqe3xjz 39 16 onsets onset NNS cord-294815-mhqe3xjz 39 17 based base VBN cord-294815-mhqe3xjz 39 18 on on IN cord-294815-mhqe3xjz 39 19 this this DT cord-294815-mhqe3xjz 39 20 model model NN cord-294815-mhqe3xjz 39 21 . . . cord-294815-mhqe3xjz 40 1 For for IN cord-294815-mhqe3xjz 40 2 the the DT cord-294815-mhqe3xjz 40 3 German german JJ cord-294815-mhqe3xjz 40 4 data datum NNS cord-294815-mhqe3xjz 40 5 , , , cord-294815-mhqe3xjz 40 6 no no DT cord-294815-mhqe3xjz 40 7 individual individual JJ cord-294815-mhqe3xjz 40 8 case case NN cord-294815-mhqe3xjz 40 9 data datum NNS cord-294815-mhqe3xjz 40 10 were be VBD cord-294815-mhqe3xjz 40 11 available available JJ cord-294815-mhqe3xjz 40 12 , , , cord-294815-mhqe3xjz 40 13 so so RB cord-294815-mhqe3xjz 40 14 instead instead RB cord-294815-mhqe3xjz 40 15 we -PRON- PRP cord-294815-mhqe3xjz 40 16 used use VBD cord-294815-mhqe3xjz 40 17 estimated estimate VBN cord-294815-mhqe3xjz 40 18 disease disease NN cord-294815-mhqe3xjz 40 19 onset onset NN cord-294815-mhqe3xjz 40 20 data datum NNS cord-294815-mhqe3xjz 40 21 provided provide VBN cord-294815-mhqe3xjz 40 22 by by IN cord-294815-mhqe3xjz 40 23 the the DT cord-294815-mhqe3xjz 40 24 Robert Robert NNP cord-294815-mhqe3xjz 40 25 Koch Koch NNP cord-294815-mhqe3xjz 40 26 Institute Institute NNP cord-294815-mhqe3xjz 40 27 ( ( -LRB- cord-294815-mhqe3xjz 40 28 RKI RKI NNP cord-294815-mhqe3xjz 40 29 ) ) -RRB- cord-294815-mhqe3xjz 40 30 , , , cord-294815-mhqe3xjz 40 31 see see VB cord-294815-mhqe3xjz 40 32 [ [ -LRB- cord-294815-mhqe3xjz 40 33 12 12 CD cord-294815-mhqe3xjz 40 34 ] ] -RRB- cord-294815-mhqe3xjz 40 35 and and CC cord-294815-mhqe3xjz 40 36 [ [ -LRB- cord-294815-mhqe3xjz 40 37 7 7 CD cord-294815-mhqe3xjz 40 38 ] ] -RRB- cord-294815-mhqe3xjz 40 39 . . . cord-294815-mhqe3xjz 41 1 The the DT cord-294815-mhqe3xjz 41 2 method method NN cord-294815-mhqe3xjz 41 3 used use VBN cord-294815-mhqe3xjz 41 4 by by IN cord-294815-mhqe3xjz 41 5 the the DT cord-294815-mhqe3xjz 41 6 RKI RKI NNP cord-294815-mhqe3xjz 41 7 is be VBZ cord-294815-mhqe3xjz 41 8 similar similar JJ cord-294815-mhqe3xjz 41 9 to to IN cord-294815-mhqe3xjz 41 10 our -PRON- PRP$ cord-294815-mhqe3xjz 41 11 approach approach NN cord-294815-mhqe3xjz 41 12 applied apply VBN cord-294815-mhqe3xjz 41 13 to to IN cord-294815-mhqe3xjz 41 14 Bavarian bavarian JJ cord-294815-mhqe3xjz 41 15 data datum NNS cord-294815-mhqe3xjz 41 16 [ [ -LRB- cord-294815-mhqe3xjz 41 17 10 10 CD cord-294815-mhqe3xjz 41 18 ] ] -RRB- cord-294815-mhqe3xjz 41 19 . . . cord-294815-mhqe3xjz 42 1 To to TO cord-294815-mhqe3xjz 42 2 interpret interpret VB cord-294815-mhqe3xjz 42 3 the the DT cord-294815-mhqe3xjz 42 4 course course NN cord-294815-mhqe3xjz 42 5 of of IN cord-294815-mhqe3xjz 42 6 the the DT cord-294815-mhqe3xjz 42 7 epidemic epidemic NN cord-294815-mhqe3xjz 42 8 and and CC cord-294815-mhqe3xjz 42 9 possible possible JJ cord-294815-mhqe3xjz 42 10 effects effect NNS cord-294815-mhqe3xjz 42 11 of of IN cord-294815-mhqe3xjz 42 12 interventions intervention NNS cord-294815-mhqe3xjz 42 13 , , , cord-294815-mhqe3xjz 42 14 case case NN cord-294815-mhqe3xjz 42 15 based base VBN cord-294815-mhqe3xjz 42 16 data datum NNS cord-294815-mhqe3xjz 42 17 on on IN cord-294815-mhqe3xjz 42 18 time time NN cord-294815-mhqe3xjz 42 19 of of IN cord-294815-mhqe3xjz 42 20 infection infection NN cord-294815-mhqe3xjz 42 21 is be VBZ cord-294815-mhqe3xjz 42 22 essential essential JJ cord-294815-mhqe3xjz 42 23 . . . cord-294815-mhqe3xjz 43 1 However however RB cord-294815-mhqe3xjz 43 2 , , , cord-294815-mhqe3xjz 43 3 as as IN cord-294815-mhqe3xjz 43 4 such such JJ cord-294815-mhqe3xjz 43 5 data data NN cord-294815-mhqe3xjz 43 6 is be VBZ cord-294815-mhqe3xjz 43 7 generally generally RB cord-294815-mhqe3xjz 43 8 not not RB cord-294815-mhqe3xjz 43 9 available available JJ cord-294815-mhqe3xjz 43 10 , , , cord-294815-mhqe3xjz 43 11 one one CD cord-294815-mhqe3xjz 43 12 simple simple JJ cord-294815-mhqe3xjz 43 13 approach approach NN cord-294815-mhqe3xjz 43 14 is be VBZ cord-294815-mhqe3xjz 43 15 to to TO cord-294815-mhqe3xjz 43 16 shift shift VB cord-294815-mhqe3xjz 43 17 the the DT cord-294815-mhqe3xjz 43 18 curve curve NN cord-294815-mhqe3xjz 43 19 to to IN cord-294815-mhqe3xjz 43 20 the the DT cord-294815-mhqe3xjz 43 21 past past NN cord-294815-mhqe3xjz 43 22 by by IN cord-294815-mhqe3xjz 43 23 the the DT cord-294815-mhqe3xjz 43 24 average average JJ cord-294815-mhqe3xjz 43 25 incubation incubation NN cord-294815-mhqe3xjz 43 26 period period NN cord-294815-mhqe3xjz 43 27 . . . cord-294815-mhqe3xjz 44 1 The the DT cord-294815-mhqe3xjz 44 2 average average JJ cord-294815-mhqe3xjz 44 3 incubation incubation NN cord-294815-mhqe3xjz 44 4 period period NN cord-294815-mhqe3xjz 44 5 for for IN cord-294815-mhqe3xjz 44 6 COVID-19 COVID-19 NNP cord-294815-mhqe3xjz 44 7 is be VBZ cord-294815-mhqe3xjz 44 8 about about RB cord-294815-mhqe3xjz 44 9 five five CD cord-294815-mhqe3xjz 44 10 days day NNS cord-294815-mhqe3xjz 44 11 [ [ -LRB- cord-294815-mhqe3xjz 44 12 13 13 CD cord-294815-mhqe3xjz 44 13 ] ] -RRB- cord-294815-mhqe3xjz 44 14 . . . cord-294815-mhqe3xjz 45 1 A a DT cord-294815-mhqe3xjz 45 2 more more RBR cord-294815-mhqe3xjz 45 3 sophisticated sophisticated JJ cord-294815-mhqe3xjz 45 4 approach approach NN cord-294815-mhqe3xjz 45 5 is be VBZ cord-294815-mhqe3xjz 45 6 to to TO cord-294815-mhqe3xjz 45 7 use use VB cord-294815-mhqe3xjz 45 8 the the DT cord-294815-mhqe3xjz 45 9 incubation incubation NN cord-294815-mhqe3xjz 45 10 period period NN cord-294815-mhqe3xjz 45 11 distribution distribution NN cord-294815-mhqe3xjz 45 12 as as IN cord-294815-mhqe3xjz 45 13 part part NN cord-294815-mhqe3xjz 45 14 of of IN cord-294815-mhqe3xjz 45 15 an an DT cord-294815-mhqe3xjz 45 16 inverse inverse JJ cord-294815-mhqe3xjz 45 17 convolution convolution NN cord-294815-mhqe3xjz 45 18 , , , cord-294815-mhqe3xjz 45 19 also also RB cord-294815-mhqe3xjz 45 20 known know VBN cord-294815-mhqe3xjz 45 21 as as IN cord-294815-mhqe3xjz 45 22 backpropagation backpropagation NN cord-294815-mhqe3xjz 45 23 , , , cord-294815-mhqe3xjz 45 24 in in IN cord-294815-mhqe3xjz 45 25 order order NN cord-294815-mhqe3xjz 45 26 to to TO cord-294815-mhqe3xjz 45 27 estimate estimate VB cord-294815-mhqe3xjz 45 28 the the DT cord-294815-mhqe3xjz 45 29 number number NN cord-294815-mhqe3xjz 45 30 of of IN cord-294815-mhqe3xjz 45 31 infections infection NNS cord-294815-mhqe3xjz 45 32 per per IN cord-294815-mhqe3xjz 45 33 day day NN cord-294815-mhqe3xjz 45 34 from from IN cord-294815-mhqe3xjz 45 35 the the DT cord-294815-mhqe3xjz 45 36 time time NN cord-294815-mhqe3xjz 45 37 series series NN cord-294815-mhqe3xjz 45 38 of of IN cord-294815-mhqe3xjz 45 39 disease disease NN cord-294815-mhqe3xjz 45 40 onsets onset NNS cord-294815-mhqe3xjz 45 41 [ [ -LRB- cord-294815-mhqe3xjz 45 42 14 14 CD cord-294815-mhqe3xjz 45 43 , , , cord-294815-mhqe3xjz 45 44 15 15 CD cord-294815-mhqe3xjz 45 45 ] ] -RRB- cord-294815-mhqe3xjz 45 46 . . . cord-294815-mhqe3xjz 46 1 We -PRON- PRP cord-294815-mhqe3xjz 46 2 assume assume VBP cord-294815-mhqe3xjz 46 3 a a DT cord-294815-mhqe3xjz 46 4 log log NN cord-294815-mhqe3xjz 46 5 - - HYPH cord-294815-mhqe3xjz 46 6 normal normal JJ cord-294815-mhqe3xjz 46 7 distribution distribution NN cord-294815-mhqe3xjz 46 8 for for IN cord-294815-mhqe3xjz 46 9 the the DT cord-294815-mhqe3xjz 46 10 incubation incubation NN cord-294815-mhqe3xjz 46 11 time time NN cord-294815-mhqe3xjz 46 12 with with IN cord-294815-mhqe3xjz 46 13 a a DT cord-294815-mhqe3xjz 46 14 median median NN cord-294815-mhqe3xjz 46 15 of of IN cord-294815-mhqe3xjz 46 16 5.1 5.1 CD cord-294815-mhqe3xjz 46 17 . . . cord-294815-mhqe3xjz 47 1 days day NNS cord-294815-mhqe3xjz 47 2 and and CC cord-294815-mhqe3xjz 47 3 a a DT cord-294815-mhqe3xjz 47 4 95 95 CD cord-294815-mhqe3xjz 47 5 % % NN cord-294815-mhqe3xjz 47 6 percentile percentile NN cord-294815-mhqe3xjz 47 7 at at IN cord-294815-mhqe3xjz 47 8 11.5 11.5 CD cord-294815-mhqe3xjz 47 9 days day NNS cord-294815-mhqe3xjz 47 10 [ [ -LRB- cord-294815-mhqe3xjz 47 11 13 13 CD cord-294815-mhqe3xjz 47 12 ] ] -RRB- cord-294815-mhqe3xjz 47 13 . . . cord-294815-mhqe3xjz 48 1 These these DT cord-294815-mhqe3xjz 48 2 are be VBP cord-294815-mhqe3xjz 48 3 the the DT cord-294815-mhqe3xjz 48 4 same same JJ cord-294815-mhqe3xjz 48 5 values value NNS cord-294815-mhqe3xjz 48 6 as as IN cord-294815-mhqe3xjz 48 7 used use VBN cord-294815-mhqe3xjz 48 8 by by IN cord-294815-mhqe3xjz 48 9 [ [ -LRB- cord-294815-mhqe3xjz 48 10 6 6 CD cord-294815-mhqe3xjz 48 11 ] ] -RRB- cord-294815-mhqe3xjz 48 12 . . . cord-294815-mhqe3xjz 49 1 For for IN cord-294815-mhqe3xjz 49 2 our -PRON- PRP$ cord-294815-mhqe3xjz 49 3 calculation calculation NN cord-294815-mhqe3xjz 49 4 , , , cord-294815-mhqe3xjz 49 5 we -PRON- PRP cord-294815-mhqe3xjz 49 6 use use VBP cord-294815-mhqe3xjz 49 7 the the DT cord-294815-mhqe3xjz 49 8 back back JJ cord-294815-mhqe3xjz 49 9 - - HYPH cord-294815-mhqe3xjz 49 10 projection projection NN cord-294815-mhqe3xjz 49 11 procedure procedure NN cord-294815-mhqe3xjz 49 12 implemented implement VBN cord-294815-mhqe3xjz 49 13 in in IN cord-294815-mhqe3xjz 49 14 the the DT cord-294815-mhqe3xjz 49 15 R r NN cord-294815-mhqe3xjz 49 16 package package NN cord-294815-mhqe3xjz 49 17 surveillance surveillance NN cord-294815-mhqe3xjz 49 18 [ [ -LRB- cord-294815-mhqe3xjz 49 19 16 16 CD cord-294815-mhqe3xjz 49 20 ] ] -RRB- cord-294815-mhqe3xjz 49 21 . . . cord-294815-mhqe3xjz 50 1 To to TO cord-294815-mhqe3xjz 50 2 analyze analyze VB cord-294815-mhqe3xjz 50 3 the the DT cord-294815-mhqe3xjz 50 4 temporal temporal JJ cord-294815-mhqe3xjz 50 5 course course NN cord-294815-mhqe3xjz 50 6 of of IN cord-294815-mhqe3xjz 50 7 the the DT cord-294815-mhqe3xjz 50 8 infection infection NN cord-294815-mhqe3xjz 50 9 we -PRON- PRP cord-294815-mhqe3xjz 50 10 use use VBP cord-294815-mhqe3xjz 50 11 the the DT cord-294815-mhqe3xjz 50 12 following follow VBG cord-294815-mhqe3xjz 50 13 Poisson Poisson NNP cord-294815-mhqe3xjz 50 14 regression regression NN cord-294815-mhqe3xjz 50 15 model model NN cord-294815-mhqe3xjz 50 16 with with IN cord-294815-mhqe3xjz 50 17 over over IN cord-294815-mhqe3xjz 50 18 - - HYPH cord-294815-mhqe3xjz 50 19 dispersion dispersion NN cord-294815-mhqe3xjz 50 20 and and CC cord-294815-mhqe3xjz 50 21 change change NN cord-294815-mhqe3xjz 50 22 points point NNS cord-294815-mhqe3xjz 50 23 ( ( -LRB- cord-294815-mhqe3xjz 50 24 see see VB cord-294815-mhqe3xjz 50 25 [ [ -LRB- cord-294815-mhqe3xjz 50 26 17 17 CD cord-294815-mhqe3xjz 50 27 ] ] -RRB- cord-294815-mhqe3xjz 50 28 , , , cord-294815-mhqe3xjz 50 29 [ [ -LRB- cord-294815-mhqe3xjz 50 30 18 18 CD cord-294815-mhqe3xjz 50 31 ] ] -RRB- cord-294815-mhqe3xjz 51 1 ): ): NNP cord-294815-mhqe3xjz 52 1 where where WRB cord-294815-mhqe3xjz 52 2 E(Y E(Y NNP cord-294815-mhqe3xjz 52 3 t t NNP cord-294815-mhqe3xjz 52 4 ) ) -RRB- cord-294815-mhqe3xjz 52 5 is be VBZ cord-294815-mhqe3xjz 52 6 the the DT cord-294815-mhqe3xjz 52 7 expected expect VBN cord-294815-mhqe3xjz 52 8 number number NN cord-294815-mhqe3xjz 52 9 of of IN cord-294815-mhqe3xjz 52 10 new new JJ cord-294815-mhqe3xjz 52 11 reported report VBN cord-294815-mhqe3xjz 52 12 cases case NNS cord-294815-mhqe3xjz 52 13 at at IN cord-294815-mhqe3xjz 52 14 time time NN cord-294815-mhqe3xjz 52 15 t t NN cord-294815-mhqe3xjz 52 16 , , , cord-294815-mhqe3xjz 52 17 K K NNP cord-294815-mhqe3xjz 52 18 is be VBZ cord-294815-mhqe3xjz 52 19 the the DT cord-294815-mhqe3xjz 52 20 number number NN cord-294815-mhqe3xjz 52 21 of of IN cord-294815-mhqe3xjz 52 22 change change NN cord-294815-mhqe3xjz 52 23 points point NNS cord-294815-mhqe3xjz 52 24 , , , cord-294815-mhqe3xjz 52 25 and and CC cord-294815-mhqe3xjz 52 26 x x SYM cord-294815-mhqe3xjz 52 27 + + CC cord-294815-mhqe3xjz 52 28 = = SYM cord-294815-mhqe3xjz 52 29 max(x max(x NNP cord-294815-mhqe3xjz 52 30 , , , cord-294815-mhqe3xjz 52 31 0 0 NFP cord-294815-mhqe3xjz 52 32 ) ) -RRB- cord-294815-mhqe3xjz 52 33 is be VBZ cord-294815-mhqe3xjz 52 34 the the DT cord-294815-mhqe3xjz 52 35 positive positive JJ cord-294815-mhqe3xjz 52 36 part part NN cord-294815-mhqe3xjz 52 37 of of IN cord-294815-mhqe3xjz 52 38 x. x. NNP cord-294815-mhqe3xjz 53 1 The the DT cord-294815-mhqe3xjz 53 2 change change NN cord-294815-mhqe3xjz 53 3 points point NNS cord-294815-mhqe3xjz 53 4 are be VBP cord-294815-mhqe3xjz 53 5 used use VBN cord-294815-mhqe3xjz 53 6 to to TO cord-294815-mhqe3xjz 53 7 partition partition VB cord-294815-mhqe3xjz 53 8 the the DT cord-294815-mhqe3xjz 53 9 epidemic epidemic NN cord-294815-mhqe3xjz 53 10 curve curve NN cord-294815-mhqe3xjz 53 11 Y Y NNP cord-294815-mhqe3xjz 53 12 t t NN cord-294815-mhqe3xjz 53 13 into into IN cord-294815-mhqe3xjz 53 14 K K NNP cord-294815-mhqe3xjz 53 15 + + SYM cord-294815-mhqe3xjz 53 16 1 1 CD cord-294815-mhqe3xjz 53 17 phases phase NNS cord-294815-mhqe3xjz 53 18 . . . cord-294815-mhqe3xjz 54 1 These these DT cord-294815-mhqe3xjz 54 2 are be VBP cord-294815-mhqe3xjz 54 3 characterized characterize VBN cord-294815-mhqe3xjz 54 4 by by IN cord-294815-mhqe3xjz 54 5 different different JJ cord-294815-mhqe3xjz 54 6 growth growth NN cord-294815-mhqe3xjz 54 7 parameters parameter NNS cord-294815-mhqe3xjz 54 8 . . . cord-294815-mhqe3xjz 55 1 In in IN cord-294815-mhqe3xjz 55 2 the the DT cord-294815-mhqe3xjz 55 3 phase phase NN cord-294815-mhqe3xjz 55 4 before before IN cord-294815-mhqe3xjz 55 5 the the DT cord-294815-mhqe3xjz 55 6 first first JJ cord-294815-mhqe3xjz 55 7 change change NN cord-294815-mhqe3xjz 55 8 point point NN cord-294815-mhqe3xjz 55 9 CP cp NN cord-294815-mhqe3xjz 55 10 1 1 CD cord-294815-mhqe3xjz 55 11 the the DT cord-294815-mhqe3xjz 55 12 growth growth NN cord-294815-mhqe3xjz 55 13 is be VBZ cord-294815-mhqe3xjz 55 14 characterized characterize VBN cord-294815-mhqe3xjz 55 15 by by IN cord-294815-mhqe3xjz 55 16 the the DT cord-294815-mhqe3xjz 55 17 parameter parameter NN cord-294815-mhqe3xjz 55 18 β β NNP cord-294815-mhqe3xjz 55 19 1 1 CD cord-294815-mhqe3xjz 55 20 , , , cord-294815-mhqe3xjz 55 21 in in IN cord-294815-mhqe3xjz 55 22 the the DT cord-294815-mhqe3xjz 55 23 2nd 2nd JJ cord-294815-mhqe3xjz 55 24 phase phase NN cord-294815-mhqe3xjz 55 25 between between IN cord-294815-mhqe3xjz 55 26 CP CP NNP cord-294815-mhqe3xjz 55 27 1 1 CD cord-294815-mhqe3xjz 55 28 and and CC cord-294815-mhqe3xjz 55 29 CP CP NNP cord-294815-mhqe3xjz 55 30 2 2 CD cord-294815-mhqe3xjz 55 31 by by IN cord-294815-mhqe3xjz 55 32 β β NN cord-294815-mhqe3xjz 55 33 2 2 CD cord-294815-mhqe3xjz 55 34 = = NFP cord-294815-mhqe3xjz 56 1 β β NN cord-294815-mhqe3xjz 56 2 1 1 CD cord-294815-mhqe3xjz 56 3 + + SYM cord-294815-mhqe3xjz 56 4 γ γ NN cord-294815-mhqe3xjz 56 5 1 1 CD cord-294815-mhqe3xjz 56 6 . . . cord-294815-mhqe3xjz 57 1 The the DT cord-294815-mhqe3xjz 57 2 next next JJ cord-294815-mhqe3xjz 57 3 change change NN cord-294815-mhqe3xjz 57 4 is be VBZ cord-294815-mhqe3xjz 57 5 then then RB cord-294815-mhqe3xjz 57 6 at at IN cord-294815-mhqe3xjz 57 7 time time NN cord-294815-mhqe3xjz 57 8 CP CP NNP cord-294815-mhqe3xjz 57 9 2 2 CD cord-294815-mhqe3xjz 57 10 . . . cord-294815-mhqe3xjz 58 1 In in IN cord-294815-mhqe3xjz 58 2 the the DT cord-294815-mhqe3xjz 58 3 3rd 3rd JJ cord-294815-mhqe3xjz 58 4 phase phase NN cord-294815-mhqe3xjz 58 5 between between IN cord-294815-mhqe3xjz 58 6 CP CP NNP cord-294815-mhqe3xjz 58 7 2 2 CD cord-294815-mhqe3xjz 58 8 and and CC cord-294815-mhqe3xjz 58 9 CP cp NN cord-294815-mhqe3xjz 58 10 3 3 CD cord-294815-mhqe3xjz 58 11 the the DT cord-294815-mhqe3xjz 58 12 growth growth NN cord-294815-mhqe3xjz 58 13 parameter parameter NN cord-294815-mhqe3xjz 58 14 is be VBZ cord-294815-mhqe3xjz 58 15 given give VBN cord-294815-mhqe3xjz 58 16 by by IN cord-294815-mhqe3xjz 58 17 β β NN cord-294815-mhqe3xjz 58 18 3 3 CD cord-294815-mhqe3xjz 58 19 = = NFP cord-294815-mhqe3xjz 59 1 β β NN cord-294815-mhqe3xjz 59 2 1 1 CD cord-294815-mhqe3xjz 59 3 + + SYM cord-294815-mhqe3xjz 59 4 γ γ NN cord-294815-mhqe3xjz 59 5 1 1 CD cord-294815-mhqe3xjz 59 6 + + CC cord-294815-mhqe3xjz 59 7 γ γ NN cord-294815-mhqe3xjz 59 8 2 2 CD cord-294815-mhqe3xjz 59 9 . . . cord-294815-mhqe3xjz 60 1 This this DT cord-294815-mhqe3xjz 60 2 applies apply VBZ cord-294815-mhqe3xjz 60 3 accordingly accordingly RB cord-294815-mhqe3xjz 60 4 until until IN cord-294815-mhqe3xjz 60 5 the the DT cord-294815-mhqe3xjz 60 6 last last JJ cord-294815-mhqe3xjz 60 7 phase phase NN cord-294815-mhqe3xjz 60 8 after after IN cord-294815-mhqe3xjz 60 9 CP CP NNP cord-294815-mhqe3xjz 60 10 K K NNP cord-294815-mhqe3xjz 60 11 . . . cord-294815-mhqe3xjz 61 1 The the DT cord-294815-mhqe3xjz 61 2 quantities quantity NNS cord-294815-mhqe3xjz 61 3 exp(β exp(β NNP cord-294815-mhqe3xjz 61 4 j j NNP cord-294815-mhqe3xjz 61 5 ) ) -RRB- cord-294815-mhqe3xjz 61 6 , , , cord-294815-mhqe3xjz 61 7 j j NNP cord-294815-mhqe3xjz 61 8 = = SYM cord-294815-mhqe3xjz 61 9 1 1 CD cord-294815-mhqe3xjz 61 10 , , , cord-294815-mhqe3xjz 61 11 . . . cord-294815-mhqe3xjz 61 12 . . . cord-294815-mhqe3xjz 61 13 . . . cord-294815-mhqe3xjz 62 1 , , , cord-294815-mhqe3xjz 62 2 K K NNP cord-294815-mhqe3xjz 62 3 + + CC cord-294815-mhqe3xjz 62 4 1 1 CD cord-294815-mhqe3xjz 62 5 can can MD cord-294815-mhqe3xjz 62 6 be be VB cord-294815-mhqe3xjz 62 7 interpreted interpret VBN cord-294815-mhqe3xjz 62 8 as as IN cord-294815-mhqe3xjz 62 9 daily daily JJ cord-294815-mhqe3xjz 62 10 growth growth NN cord-294815-mhqe3xjz 62 11 factors factor NNS cord-294815-mhqe3xjz 62 12 . . . cord-294815-mhqe3xjz 63 1 Since since IN cord-294815-mhqe3xjz 63 2 model model NN cord-294815-mhqe3xjz 63 3 ( ( -LRB- cord-294815-mhqe3xjz 63 4 1 1 CD cord-294815-mhqe3xjz 63 5 ) ) -RRB- cord-294815-mhqe3xjz 63 6 is be VBZ cord-294815-mhqe3xjz 63 7 a a DT cord-294815-mhqe3xjz 63 8 generalized generalized JJ cord-294815-mhqe3xjz 63 9 linear linear JJ cord-294815-mhqe3xjz 63 10 model model NN cord-294815-mhqe3xjz 63 11 given give VBN cord-294815-mhqe3xjz 63 12 the the DT cord-294815-mhqe3xjz 63 13 change change NN cord-294815-mhqe3xjz 63 14 points point NNS cord-294815-mhqe3xjz 63 15 , , , cord-294815-mhqe3xjz 63 16 the the DT cord-294815-mhqe3xjz 63 17 parameters parameter NNS cord-294815-mhqe3xjz 63 18 of of IN cord-294815-mhqe3xjz 63 19 the the DT cord-294815-mhqe3xjz 63 20 model model NN cord-294815-mhqe3xjz 63 21 ( ( -LRB- cord-294815-mhqe3xjz 63 22 including include VBG cord-294815-mhqe3xjz 63 23 the the DT cord-294815-mhqe3xjz 63 24 change change NN cord-294815-mhqe3xjz 63 25 points point NNS cord-294815-mhqe3xjz 63 26 ) ) -RRB- cord-294815-mhqe3xjz 63 27 can can MD cord-294815-mhqe3xjz 63 28 be be VB cord-294815-mhqe3xjz 63 29 estimated estimate VBN cord-294815-mhqe3xjz 63 30 by by IN cord-294815-mhqe3xjz 63 31 minimizing minimize VBG cord-294815-mhqe3xjz 63 32 the the DT cord-294815-mhqe3xjz 63 33 quasi quasi JJ cord-294815-mhqe3xjz 63 34 likelihood likelihood NN cord-294815-mhqe3xjz 63 35 function function NN cord-294815-mhqe3xjz 63 36 for for IN cord-294815-mhqe3xjz 63 37 the the DT cord-294815-mhqe3xjz 63 38 Poisson Poisson NNP cord-294815-mhqe3xjz 63 39 model model NN cord-294815-mhqe3xjz 63 40 . . . cord-294815-mhqe3xjz 64 1 Due due IN cord-294815-mhqe3xjz 64 2 to to IN cord-294815-mhqe3xjz 64 3 the the DT cord-294815-mhqe3xjz 64 4 estimation estimation NN cord-294815-mhqe3xjz 64 5 of of IN cord-294815-mhqe3xjz 64 6 the the DT cord-294815-mhqe3xjz 64 7 change change NN cord-294815-mhqe3xjz 64 8 points point VBZ cord-294815-mhqe3xjz 64 9 the the DT cord-294815-mhqe3xjz 64 10 numerical numerical JJ cord-294815-mhqe3xjz 64 11 optimization optimization NN cord-294815-mhqe3xjz 64 12 problem problem NN cord-294815-mhqe3xjz 64 13 is be VBZ cord-294815-mhqe3xjz 64 14 not not RB cord-294815-mhqe3xjz 64 15 straight straight RB cord-294815-mhqe3xjz 64 16 forward forward RB cord-294815-mhqe3xjz 64 17 . . . cord-294815-mhqe3xjz 65 1 For for IN cord-294815-mhqe3xjz 65 2 the the DT cord-294815-mhqe3xjz 65 3 estimation estimation NN cord-294815-mhqe3xjz 65 4 of of IN cord-294815-mhqe3xjz 65 5 the the DT cord-294815-mhqe3xjz 65 6 model model NN cord-294815-mhqe3xjz 65 7 we -PRON- PRP cord-294815-mhqe3xjz 65 8 use use VBP cord-294815-mhqe3xjz 65 9 the the DT cord-294815-mhqe3xjz 65 10 R r NN cord-294815-mhqe3xjz 65 11 - - HYPH cord-294815-mhqe3xjz 65 12 package package NN cord-294815-mhqe3xjz 65 13 segmented segmented JJ cord-294815-mhqe3xjz 65 14 , , , cord-294815-mhqe3xjz 65 15 see see VB cord-294815-mhqe3xjz 65 16 [ [ -LRB- cord-294815-mhqe3xjz 65 17 19 19 CD cord-294815-mhqe3xjz 65 18 ] ] -RRB- cord-294815-mhqe3xjz 65 19 . . . cord-294815-mhqe3xjz 66 1 The the DT cord-294815-mhqe3xjz 66 2 starting start VBG cord-294815-mhqe3xjz 66 3 values value NNS cord-294815-mhqe3xjz 66 4 are be VBP cord-294815-mhqe3xjz 66 5 estimated estimate VBN cord-294815-mhqe3xjz 66 6 by by IN cord-294815-mhqe3xjz 66 7 discrete discrete JJ cord-294815-mhqe3xjz 66 8 optimization optimization NN cord-294815-mhqe3xjz 66 9 using use VBG cord-294815-mhqe3xjz 66 10 all all DT cord-294815-mhqe3xjz 66 11 possible possible JJ cord-294815-mhqe3xjz 66 12 integer integ JJR cord-294815-mhqe3xjz 66 13 suitable suitable JJ cord-294815-mhqe3xjz 66 14 combinations combination NNS cord-294815-mhqe3xjz 66 15 of of IN cord-294815-mhqe3xjz 66 16 change change NN cord-294815-mhqe3xjz 66 17 points point NNS cord-294815-mhqe3xjz 66 18 . . . cord-294815-mhqe3xjz 67 1 The the DT cord-294815-mhqe3xjz 67 2 number number NN cord-294815-mhqe3xjz 67 3 of of IN cord-294815-mhqe3xjz 67 4 change change NN cord-294815-mhqe3xjz 67 5 points point NNS cord-294815-mhqe3xjz 67 6 K K NNP cord-294815-mhqe3xjz 67 7 is be VBZ cord-294815-mhqe3xjz 67 8 varied varied JJ cord-294815-mhqe3xjz 67 9 step step NN cord-294815-mhqe3xjz 67 10 - - HYPH cord-294815-mhqe3xjz 67 11 wise wise JJ cord-294815-mhqe3xjz 67 12 up up IN cord-294815-mhqe3xjz 67 13 to to IN cord-294815-mhqe3xjz 67 14 a a DT cord-294815-mhqe3xjz 67 15 maximum maximum NN cord-294815-mhqe3xjz 67 16 of of IN cord-294815-mhqe3xjz 67 17 K k NN cord-294815-mhqe3xjz 67 18 = = SYM cord-294815-mhqe3xjz 67 19 4 4 CD cord-294815-mhqe3xjz 67 20 . . . cord-294815-mhqe3xjz 68 1 It -PRON- PRP cord-294815-mhqe3xjz 68 2 is be VBZ cord-294815-mhqe3xjz 68 3 examined examine VBN cord-294815-mhqe3xjz 68 4 whether whether IN cord-294815-mhqe3xjz 68 5 the the DT cord-294815-mhqe3xjz 68 6 increase increase NN cord-294815-mhqe3xjz 68 7 of of IN cord-294815-mhqe3xjz 68 8 the the DT cord-294815-mhqe3xjz 68 9 number number NN cord-294815-mhqe3xjz 68 10 of of IN cord-294815-mhqe3xjz 68 11 break break NN cord-294815-mhqe3xjz 68 12 points point NNS cord-294815-mhqe3xjz 68 13 leads lead VBZ cord-294815-mhqe3xjz 68 14 to to IN cord-294815-mhqe3xjz 68 15 a a DT cord-294815-mhqe3xjz 68 16 relevant relevant JJ cord-294815-mhqe3xjz 68 17 improvement improvement NN cord-294815-mhqe3xjz 68 18 of of IN cord-294815-mhqe3xjz 68 19 the the DT cord-294815-mhqe3xjz 68 20 model model NN cord-294815-mhqe3xjz 68 21 fitting fitting NN cord-294815-mhqe3xjz 68 22 ( ( -LRB- cord-294815-mhqe3xjz 68 23 over over IN cord-294815-mhqe3xjz 68 24 - - HYPH cord-294815-mhqe3xjz 68 25 dispersion dispersion NN cord-294815-mhqe3xjz 68 26 parameter parameter NN cord-294815-mhqe3xjz 68 27 ) ) -RRB- cord-294815-mhqe3xjz 68 28 . . . cord-294815-mhqe3xjz 69 1 Models model NNS cord-294815-mhqe3xjz 69 2 with with IN cord-294815-mhqe3xjz 69 3 more more JJR cord-294815-mhqe3xjz 69 4 than than IN cord-294815-mhqe3xjz 69 5 4 4 CD cord-294815-mhqe3xjz 69 6 change change NN cord-294815-mhqe3xjz 69 7 points point NNS cord-294815-mhqe3xjz 69 8 since since IN cord-294815-mhqe3xjz 69 9 they -PRON- PRP cord-294815-mhqe3xjz 69 10 are be VBP cord-294815-mhqe3xjz 69 11 hardly hardly RB cord-294815-mhqe3xjz 69 12 interpretable interpretable JJ cord-294815-mhqe3xjz 69 13 and and CC cord-294815-mhqe3xjz 69 14 the the DT cord-294815-mhqe3xjz 69 15 danger danger NN cord-294815-mhqe3xjz 69 16 of of IN cord-294815-mhqe3xjz 69 17 overfitting overfitting NN cord-294815-mhqe3xjz 69 18 is be VBZ cord-294815-mhqe3xjz 69 19 high high JJ cord-294815-mhqe3xjz 69 20 . . . cord-294815-mhqe3xjz 70 1 We -PRON- PRP cord-294815-mhqe3xjz 70 2 apply apply VBP cord-294815-mhqe3xjz 70 3 the the DT cord-294815-mhqe3xjz 70 4 segmented segmented JJ cord-294815-mhqe3xjz 70 5 regression regression NN cord-294815-mhqe3xjz 70 6 model model NN cord-294815-mhqe3xjz 70 7 to to IN cord-294815-mhqe3xjz 70 8 time time NNP cord-294815-mhqe3xjz 70 9 series series NNP cord-294815-mhqe3xjz 70 10 of of IN cord-294815-mhqe3xjz 70 11 the the DT cord-294815-mhqe3xjz 70 12 estimated estimate VBN cord-294815-mhqe3xjz 70 13 daily daily JJ cord-294815-mhqe3xjz 70 14 numbers number NNS cord-294815-mhqe3xjz 70 15 of of IN cord-294815-mhqe3xjz 70 16 infections infection NNS cord-294815-mhqe3xjz 70 17 for for IN cord-294815-mhqe3xjz 70 18 Bavaria Bavaria NNP cord-294815-mhqe3xjz 70 19 and and CC cord-294815-mhqe3xjz 70 20 Germany Germany NNP cord-294815-mhqe3xjz 70 21 . . . cord-294815-mhqe3xjz 71 1 Since since IN cord-294815-mhqe3xjz 71 2 the the DT cord-294815-mhqe3xjz 71 3 back back JJ cord-294815-mhqe3xjz 71 4 propagation propagation NN cord-294815-mhqe3xjz 71 5 algorithm algorithm NN cord-294815-mhqe3xjz 71 6 yields yield VBZ cord-294815-mhqe3xjz 71 7 an an DT cord-294815-mhqe3xjz 71 8 estimate estimate NN cord-294815-mhqe3xjz 71 9 for for IN cord-294815-mhqe3xjz 71 10 the the DT cord-294815-mhqe3xjz 71 11 expected expect VBN cord-294815-mhqe3xjz 71 12 values value NNS cord-294815-mhqe3xjz 71 13 of of IN cord-294815-mhqe3xjz 71 14 the the DT cord-294815-mhqe3xjz 71 15 number number NN cord-294815-mhqe3xjz 71 16 of of IN cord-294815-mhqe3xjz 71 17 daily daily JJ cord-294815-mhqe3xjz 71 18 infections infection NNS cord-294815-mhqe3xjz 71 19 and and CC cord-294815-mhqe3xjz 71 20 does do VBZ cord-294815-mhqe3xjz 71 21 so so RB cord-294815-mhqe3xjz 71 22 by by IN cord-294815-mhqe3xjz 71 23 inducing induce VBG cord-294815-mhqe3xjz 71 24 a a DT cord-294815-mhqe3xjz 71 25 smoothing smoothing NN cord-294815-mhqe3xjz 71 26 effect effect NN cord-294815-mhqe3xjz 71 27 , , , cord-294815-mhqe3xjz 71 28 as as IN cord-294815-mhqe3xjz 71 29 a a DT cord-294815-mhqe3xjz 71 30 sensitivity sensitivity NN cord-294815-mhqe3xjz 71 31 analysis analysis NN cord-294815-mhqe3xjz 71 32 for for IN cord-294815-mhqe3xjz 71 33 the the DT cord-294815-mhqe3xjz 71 34 location location NN cord-294815-mhqe3xjz 71 35 of of IN cord-294815-mhqe3xjz 71 36 the the DT cord-294815-mhqe3xjz 71 37 breakpoints breakpoint NNS cord-294815-mhqe3xjz 71 38 , , , cord-294815-mhqe3xjz 71 39 we -PRON- PRP cord-294815-mhqe3xjz 71 40 also also RB cord-294815-mhqe3xjz 71 41 apply apply VBP cord-294815-mhqe3xjz 71 42 the the DT cord-294815-mhqe3xjz 71 43 model model NN cord-294815-mhqe3xjz 71 44 to to IN cord-294815-mhqe3xjz 71 45 the the DT cord-294815-mhqe3xjz 71 46 time time NN cord-294815-mhqe3xjz 71 47 series series NN cord-294815-mhqe3xjz 71 48 of of IN cord-294815-mhqe3xjz 71 49 the the DT cord-294815-mhqe3xjz 71 50 daily daily JJ cord-294815-mhqe3xjz 71 51 number number NN cord-294815-mhqe3xjz 71 52 of of IN cord-294815-mhqe3xjz 71 53 disease disease NN cord-294815-mhqe3xjz 71 54 onsets onset NNS cord-294815-mhqe3xjz 71 55 . . . cord-294815-mhqe3xjz 72 1 When when WRB cord-294815-mhqe3xjz 72 2 comparing compare VBG cord-294815-mhqe3xjz 72 3 the the DT cord-294815-mhqe3xjz 72 4 results result NNS cord-294815-mhqe3xjz 72 5 , , , cord-294815-mhqe3xjz 72 6 it -PRON- PRP cord-294815-mhqe3xjz 72 7 should should MD cord-294815-mhqe3xjz 72 8 be be VB cord-294815-mhqe3xjz 72 9 taken take VBN cord-294815-mhqe3xjz 72 10 into into IN cord-294815-mhqe3xjz 72 11 account account NN cord-294815-mhqe3xjz 72 12 that that IN cord-294815-mhqe3xjz 72 13 the the DT cord-294815-mhqe3xjz 72 14 onset onset NN cord-294815-mhqe3xjz 72 15 of of IN cord-294815-mhqe3xjz 72 16 the the DT cord-294815-mhqe3xjz 72 17 disease disease NN cord-294815-mhqe3xjz 72 18 is be VBZ cord-294815-mhqe3xjz 72 19 on on IN cord-294815-mhqe3xjz 72 20 average average JJ cord-294815-mhqe3xjz 72 21 5 5 CD cord-294815-mhqe3xjz 72 22 days day NNS cord-294815-mhqe3xjz 72 23 after after IN cord-294815-mhqe3xjz 72 24 infection infection NN cord-294815-mhqe3xjz 72 25 . . . cord-294815-mhqe3xjz 73 1 In in IN cord-294815-mhqe3xjz 73 2 Figure figure NN cord-294815-mhqe3xjz 73 3 1 1 CD cord-294815-mhqe3xjz 73 4 , , , cord-294815-mhqe3xjz 73 5 the the DT cord-294815-mhqe3xjz 73 6 three three CD cord-294815-mhqe3xjz 73 7 different different JJ cord-294815-mhqe3xjz 73 8 time time NN cord-294815-mhqe3xjz 73 9 series series NN cord-294815-mhqe3xjz 73 10 of of IN cord-294815-mhqe3xjz 73 11 daily daily JJ cord-294815-mhqe3xjz 73 12 cases case NNS cord-294815-mhqe3xjz 73 13 ( ( -LRB- cord-294815-mhqe3xjz 73 14 reported report VBN cord-294815-mhqe3xjz 73 15 , , , cord-294815-mhqe3xjz 73 16 disease disease NN cord-294815-mhqe3xjz 73 17 onset onset NN cord-294815-mhqe3xjz 73 18 and and CC cord-294815-mhqe3xjz 73 19 estimated estimate VBN cord-294815-mhqe3xjz 73 20 infection infection NN cord-294815-mhqe3xjz 73 21 date date NN cord-294815-mhqe3xjz 73 22 ) ) -RRB- cord-294815-mhqe3xjz 73 23 are be VBP cord-294815-mhqe3xjz 73 24 presented present VBN cord-294815-mhqe3xjz 73 25 . . . cord-294815-mhqe3xjz 74 1 The the DT cord-294815-mhqe3xjz 74 2 delay delay NN cord-294815-mhqe3xjz 74 3 between between IN cord-294815-mhqe3xjz 74 4 the the DT cord-294815-mhqe3xjz 74 5 three three CD cord-294815-mhqe3xjz 74 6 time time NN cord-294815-mhqe3xjz 74 7 series series NN cord-294815-mhqe3xjz 74 8 for for IN cord-294815-mhqe3xjz 74 9 Bavaria Bavaria NNP cord-294815-mhqe3xjz 74 10 and and CC cord-294815-mhqe3xjz 74 11 Germany Germany NNP cord-294815-mhqe3xjz 74 12 is be VBZ cord-294815-mhqe3xjz 74 13 evident evident JJ cord-294815-mhqe3xjz 74 14 . . . cord-294815-mhqe3xjz 75 1 Furthermore furthermore RB cord-294815-mhqe3xjz 75 2 , , , cord-294815-mhqe3xjz 75 3 the the DT cord-294815-mhqe3xjz 75 4 curves curve NNS cord-294815-mhqe3xjz 75 5 do do VBP cord-294815-mhqe3xjz 75 6 not not RB cord-294815-mhqe3xjz 75 7 just just RB cord-294815-mhqe3xjz 75 8 differ differ VB cord-294815-mhqe3xjz 75 9 by by IN cord-294815-mhqe3xjz 75 10 a a DT cord-294815-mhqe3xjz 75 11 constant constant JJ cord-294815-mhqe3xjz 75 12 delay delay NN cord-294815-mhqe3xjz 75 13 , , , cord-294815-mhqe3xjz 75 14 but but CC cord-294815-mhqe3xjz 75 15 there there EX cord-294815-mhqe3xjz 75 16 is be VBZ cord-294815-mhqe3xjz 75 17 some some DT cord-294815-mhqe3xjz 75 18 change change NN cord-294815-mhqe3xjz 75 19 in in IN cord-294815-mhqe3xjz 75 20 structure structure NN cord-294815-mhqe3xjz 75 21 of of IN cord-294815-mhqe3xjz 75 22 the the DT cord-294815-mhqe3xjz 75 23 curves curve NNS cord-294815-mhqe3xjz 75 24 . . . cord-294815-mhqe3xjz 76 1 The the DT cord-294815-mhqe3xjz 76 2 curve curve NN cord-294815-mhqe3xjz 76 3 relating relate VBG cord-294815-mhqe3xjz 76 4 to to IN cord-294815-mhqe3xjz 76 5 the the DT cord-294815-mhqe3xjz 76 6 date date NN cord-294815-mhqe3xjz 76 7 of of IN cord-294815-mhqe3xjz 76 8 infection infection NN cord-294815-mhqe3xjz 76 9 is be VBZ cord-294815-mhqe3xjz 76 10 clearly clearly RB cord-294815-mhqe3xjz 76 11 smoothed smooth VBN cord-294815-mhqe3xjz 76 12 due due IN cord-294815-mhqe3xjz 76 13 to to IN cord-294815-mhqe3xjz 76 14 the the DT cord-294815-mhqe3xjz 76 15 back back JJ cord-294815-mhqe3xjz 76 16 projection projection NN cord-294815-mhqe3xjz 76 17 procedure procedure NN cord-294815-mhqe3xjz 76 18 ( ( -LRB- cord-294815-mhqe3xjz 76 19 cf cf NN cord-294815-mhqe3xjz 76 20 . . . cord-294815-mhqe3xjz 77 1 Section section NN cord-294815-mhqe3xjz 77 2 2.2 2.2 CD cord-294815-mhqe3xjz 77 3 ) ) -RRB- cord-294815-mhqe3xjz 77 4 and and CC cord-294815-mhqe3xjz 77 5 has have VBZ cord-294815-mhqe3xjz 77 6 a a DT cord-294815-mhqe3xjz 77 7 clear clear JJ cord-294815-mhqe3xjz 77 8 maximum maximum NN cord-294815-mhqe3xjz 77 9 both both DT cord-294815-mhqe3xjz 77 10 for for IN cord-294815-mhqe3xjz 77 11 Bavaria Bavaria NNP cord-294815-mhqe3xjz 77 12 and and CC cord-294815-mhqe3xjz 77 13 Germany Germany NNP cord-294815-mhqe3xjz 77 14 . . . cord-294815-mhqe3xjz 77 15 . . . cord-294815-mhqe3xjz 78 1 CC CC NNP cord-294815-mhqe3xjz 78 2 - - HYPH cord-294815-mhqe3xjz 78 3 BY BY NNP cord-294815-mhqe3xjz 78 4 - - HYPH cord-294815-mhqe3xjz 78 5 NC NC NNP cord-294815-mhqe3xjz 78 6 - - HYPH cord-294815-mhqe3xjz 78 7 ND ND NNP cord-294815-mhqe3xjz 78 8 4.0 4.0 CD cord-294815-mhqe3xjz 78 9 International international JJ cord-294815-mhqe3xjz 78 10 license license NN cord-294815-mhqe3xjz 79 1 It -PRON- PRP cord-294815-mhqe3xjz 79 2 is be VBZ cord-294815-mhqe3xjz 79 3 made make VBN cord-294815-mhqe3xjz 79 4 available available JJ cord-294815-mhqe3xjz 79 5 under under IN cord-294815-mhqe3xjz 79 6 a a DT cord-294815-mhqe3xjz 80 1 is be VBZ cord-294815-mhqe3xjz 80 2 the the DT cord-294815-mhqe3xjz 80 3 author author NN cord-294815-mhqe3xjz 80 4 / / SYM cord-294815-mhqe3xjz 80 5 funder funder NN cord-294815-mhqe3xjz 80 6 , , , cord-294815-mhqe3xjz 80 7 who who WP cord-294815-mhqe3xjz 80 8 has have VBZ cord-294815-mhqe3xjz 80 9 granted grant VBN cord-294815-mhqe3xjz 80 10 medRxiv medRxiv NNS cord-294815-mhqe3xjz 80 11 a a DT cord-294815-mhqe3xjz 80 12 license license NN cord-294815-mhqe3xjz 80 13 to to TO cord-294815-mhqe3xjz 80 14 display display VB cord-294815-mhqe3xjz 80 15 the the DT cord-294815-mhqe3xjz 80 16 preprint preprint NN cord-294815-mhqe3xjz 80 17 in in IN cord-294815-mhqe3xjz 80 18 perpetuity perpetuity NN cord-294815-mhqe3xjz 80 19 . . . cord-294815-mhqe3xjz 81 1 The the DT cord-294815-mhqe3xjz 81 2 copyright copyright NN cord-294815-mhqe3xjz 81 3 holder holder NN cord-294815-mhqe3xjz 81 4 for for IN cord-294815-mhqe3xjz 81 5 this this DT cord-294815-mhqe3xjz 81 6 preprint preprint NN cord-294815-mhqe3xjz 81 7 this this DT cord-294815-mhqe3xjz 81 8 version version NN cord-294815-mhqe3xjz 81 9 posted post VBD cord-294815-mhqe3xjz 81 10 October October NNP cord-294815-mhqe3xjz 81 11 30 30 CD cord-294815-mhqe3xjz 81 12 , , , cord-294815-mhqe3xjz 81 13 2020 2020 CD cord-294815-mhqe3xjz 81 14 . . . cord-294815-mhqe3xjz 81 15 ; ; : cord-294815-mhqe3xjz 81 16 _SP cord-294815-mhqe3xjz 82 1 For for IN cord-294815-mhqe3xjz 82 2 the the DT cord-294815-mhqe3xjz 82 3 Bavarian bavarian JJ cord-294815-mhqe3xjz 82 4 data datum NNS cord-294815-mhqe3xjz 82 5 on on IN cord-294815-mhqe3xjz 82 6 disease disease NN cord-294815-mhqe3xjz 82 7 onset onset NN cord-294815-mhqe3xjz 82 8 , , , cord-294815-mhqe3xjz 82 9 the the DT cord-294815-mhqe3xjz 82 10 model model NN cord-294815-mhqe3xjz 82 11 with with IN cord-294815-mhqe3xjz 82 12 K K NNP cord-294815-mhqe3xjz 82 13 = = SYM cord-294815-mhqe3xjz 82 14 4 4 CD cord-294815-mhqe3xjz 82 15 change change NN cord-294815-mhqe3xjz 82 16 points point NNS cord-294815-mhqe3xjz 82 17 gives give VBZ cord-294815-mhqe3xjz 82 18 the the DT cord-294815-mhqe3xjz 82 19 best good JJS cord-294815-mhqe3xjz 82 20 result result NN cord-294815-mhqe3xjz 82 21 with with IN cord-294815-mhqe3xjz 82 22 an an DT cord-294815-mhqe3xjz 82 23 estimate estimate NN cord-294815-mhqe3xjz 82 24 of of IN cord-294815-mhqe3xjz 82 25 the the DT cord-294815-mhqe3xjz 82 26 over over IN cord-294815-mhqe3xjz 82 27 - - HYPH cord-294815-mhqe3xjz 82 28 dispersion dispersion NN cord-294815-mhqe3xjz 82 29 parameter parameter NN cord-294815-mhqe3xjz 82 30 of of IN cord-294815-mhqe3xjz 82 31 3.8 3.8 CD cord-294815-mhqe3xjz 82 32 , , , cord-294815-mhqe3xjz 82 33 i.e. i.e. FW cord-294815-mhqe3xjz 82 34 , , , cord-294815-mhqe3xjz 82 35 the the DT cord-294815-mhqe3xjz 82 36 variance variance NN cord-294815-mhqe3xjz 82 37 of of IN cord-294815-mhqe3xjz 82 38 Y Y NNP cord-294815-mhqe3xjz 82 39 t t NN cord-294815-mhqe3xjz 82 40 is be VBZ cord-294815-mhqe3xjz 82 41 3.8 3.8 CD cord-294815-mhqe3xjz 82 42 times time NNS cord-294815-mhqe3xjz 82 43 higher high JJR cord-294815-mhqe3xjz 82 44 than than IN cord-294815-mhqe3xjz 82 45 the the DT cord-294815-mhqe3xjz 82 46 value value NN cord-294815-mhqe3xjz 82 47 of of IN cord-294815-mhqe3xjz 82 48 Var(Y Var(Y NNP cord-294815-mhqe3xjz 82 49 t t NN cord-294815-mhqe3xjz 82 50 ) ) -RRB- cord-294815-mhqe3xjz 82 51 = = NFP cord-294815-mhqe3xjz 83 1 E(Y E(Y NNP cord-294815-mhqe3xjz 83 2 t t NNP cord-294815-mhqe3xjz 83 3 ) ) -RRB- cord-294815-mhqe3xjz 84 1 otherwise otherwise RB cord-294815-mhqe3xjz 84 2 expected expect VBN cord-294815-mhqe3xjz 84 3 under under IN cord-294815-mhqe3xjz 84 4 the the DT cord-294815-mhqe3xjz 84 5 assumption assumption NN cord-294815-mhqe3xjz 84 6 of of IN cord-294815-mhqe3xjz 84 7 the the DT cord-294815-mhqe3xjz 84 8 Poisson Poisson NNP cord-294815-mhqe3xjz 84 9 regression regression NN cord-294815-mhqe3xjz 84 10 model model NN cord-294815-mhqe3xjz 84 11 . . . cord-294815-mhqe3xjz 85 1 The the DT cord-294815-mhqe3xjz 85 2 over over IN cord-294815-mhqe3xjz 85 3 - - HYPH cord-294815-mhqe3xjz 85 4 dispersion dispersion NN cord-294815-mhqe3xjz 85 5 for for IN cord-294815-mhqe3xjz 85 6 a a DT cord-294815-mhqe3xjz 85 7 model model NN cord-294815-mhqe3xjz 85 8 with with IN cord-294815-mhqe3xjz 85 9 K k NN cord-294815-mhqe3xjz 85 10 = = SYM cord-294815-mhqe3xjz 85 11 3 3 CD cord-294815-mhqe3xjz 85 12 change change NN cord-294815-mhqe3xjz 85 13 points point NNS cord-294815-mhqe3xjz 85 14 is be VBZ cord-294815-mhqe3xjz 85 15 substantially substantially RB cord-294815-mhqe3xjz 85 16 higher high JJR cord-294815-mhqe3xjz 85 17 ( ( -LRB- cord-294815-mhqe3xjz 85 18 4.5 4.5 CD cord-294815-mhqe3xjz 85 19 ) ) -RRB- cord-294815-mhqe3xjz 85 20 , , , cord-294815-mhqe3xjz 85 21 which which WDT cord-294815-mhqe3xjz 85 22 suggests suggest VBZ cord-294815-mhqe3xjz 85 23 that that IN cord-294815-mhqe3xjz 85 24 the the DT cord-294815-mhqe3xjz 85 25 model model NN cord-294815-mhqe3xjz 85 26 with with IN cord-294815-mhqe3xjz 85 27 four four CD cord-294815-mhqe3xjz 85 28 change change NN cord-294815-mhqe3xjz 85 29 points point NNS cord-294815-mhqe3xjz 85 30 should should MD cord-294815-mhqe3xjz 85 31 be be VB cord-294815-mhqe3xjz 85 32 preferred prefer VBN cord-294815-mhqe3xjz 85 33 . . . cord-294815-mhqe3xjz 86 1 Table table NN cord-294815-mhqe3xjz 86 2 1 1 CD cord-294815-mhqe3xjz 86 3 , , , cord-294815-mhqe3xjz 86 4 left leave VBN cord-294815-mhqe3xjz 86 5 panel panel NN cord-294815-mhqe3xjz 86 6 . . . cord-294815-mhqe3xjz 87 1 The the DT cord-294815-mhqe3xjz 87 2 model model NN cord-294815-mhqe3xjz 87 3 delivers deliver VBZ cord-294815-mhqe3xjz 87 4 five five CD cord-294815-mhqe3xjz 87 5 phases phase NNS cord-294815-mhqe3xjz 87 6 starting start VBG cord-294815-mhqe3xjz 87 7 with with IN cord-294815-mhqe3xjz 87 8 a a DT cord-294815-mhqe3xjz 87 9 steep steep JJ cord-294815-mhqe3xjz 87 10 increase increase NN cord-294815-mhqe3xjz 87 11 , , , cord-294815-mhqe3xjz 87 12 which which WDT cord-294815-mhqe3xjz 87 13 is be VBZ cord-294815-mhqe3xjz 87 14 slowed slow VBN cord-294815-mhqe3xjz 87 15 down down RP cord-294815-mhqe3xjz 87 16 in in IN cord-294815-mhqe3xjz 87 17 the the DT cord-294815-mhqe3xjz 87 18 second second JJ cord-294815-mhqe3xjz 87 19 phase phase NN cord-294815-mhqe3xjz 87 20 . . . cord-294815-mhqe3xjz 88 1 In in IN cord-294815-mhqe3xjz 88 2 the the DT cord-294815-mhqe3xjz 88 3 third third JJ cord-294815-mhqe3xjz 88 4 phase phase NN cord-294815-mhqe3xjz 88 5 starting start VBG cord-294815-mhqe3xjz 88 6 at at IN cord-294815-mhqe3xjz 88 7 15th-17th 15th-17th NN cord-294815-mhqe3xjz 88 8 of of IN cord-294815-mhqe3xjz 88 9 April April NNP cord-294815-mhqe3xjz 88 10 , , , cord-294815-mhqe3xjz 88 11 the the DT cord-294815-mhqe3xjz 88 12 increase increase NN cord-294815-mhqe3xjz 88 13 is be VBZ cord-294815-mhqe3xjz 88 14 stopped stop VBN cord-294815-mhqe3xjz 88 15 and and CC cord-294815-mhqe3xjz 88 16 there there EX cord-294815-mhqe3xjz 88 17 is be VBZ cord-294815-mhqe3xjz 88 18 decrease decrease NN cord-294815-mhqe3xjz 88 19 in in IN cord-294815-mhqe3xjz 88 20 number number NN cord-294815-mhqe3xjz 88 21 of of IN cord-294815-mhqe3xjz 88 22 disease disease NN cord-294815-mhqe3xjz 88 23 onsets onset NNS cord-294815-mhqe3xjz 88 24 in in IN cord-294815-mhqe3xjz 88 25 the the DT cord-294815-mhqe3xjz 88 26 fourth fourth JJ cord-294815-mhqe3xjz 88 27 phase phase NN cord-294815-mhqe3xjz 88 28 , , , cord-294815-mhqe3xjz 88 29 which which WDT cord-294815-mhqe3xjz 88 30 is be VBZ cord-294815-mhqe3xjz 88 31 accelerated accelerate VBN cord-294815-mhqe3xjz 88 32 in in IN cord-294815-mhqe3xjz 88 33 the the DT cord-294815-mhqe3xjz 88 34 fifth fifth JJ cord-294815-mhqe3xjz 88 35 phase phase NN cord-294815-mhqe3xjz 88 36 . . . cord-294815-mhqe3xjz 89 1 The the DT cord-294815-mhqe3xjz 89 2 Poisson Poisson NNP cord-294815-mhqe3xjz 89 3 model model NN cord-294815-mhqe3xjz 89 4 for for IN cord-294815-mhqe3xjz 89 5 the the DT cord-294815-mhqe3xjz 89 6 infection infection NN cord-294815-mhqe3xjz 89 7 date date NN cord-294815-mhqe3xjz 89 8 gives give VBZ cord-294815-mhqe3xjz 89 9 a a DT cord-294815-mhqe3xjz 89 10 substantially substantially RB cord-294815-mhqe3xjz 89 11 better well JJR cord-294815-mhqe3xjz 89 12 fit fit NN cord-294815-mhqe3xjz 89 13 than than IN cord-294815-mhqe3xjz 89 14 the the DT cord-294815-mhqe3xjz 89 15 disease disease NN cord-294815-mhqe3xjz 89 16 onset onset NN cord-294815-mhqe3xjz 89 17 model model NN cord-294815-mhqe3xjz 89 18 . . . cord-294815-mhqe3xjz 90 1 The the DT cord-294815-mhqe3xjz 90 2 model model NN cord-294815-mhqe3xjz 90 3 with with IN cord-294815-mhqe3xjz 90 4 four four CD cord-294815-mhqe3xjz 90 5 change change NN cord-294815-mhqe3xjz 90 6 points point NNS cord-294815-mhqe3xjz 90 7 has have VBZ cord-294815-mhqe3xjz 90 8 an an DT cord-294815-mhqe3xjz 90 9 underdispersion underdispersion NN cord-294815-mhqe3xjz 90 10 by by IN cord-294815-mhqe3xjz 90 11 the the DT cord-294815-mhqe3xjz 90 12 the the DT cord-294815-mhqe3xjz 90 13 factor factor NN cord-294815-mhqe3xjz 90 14 0.39 0.39 CD cord-294815-mhqe3xjz 90 15 compared compare VBN cord-294815-mhqe3xjz 90 16 to to IN cord-294815-mhqe3xjz 90 17 0.79 0.79 CD cord-294815-mhqe3xjz 90 18 for for IN cord-294815-mhqe3xjz 90 19 the the DT cord-294815-mhqe3xjz 90 20 model model NN cord-294815-mhqe3xjz 90 21 with with IN cord-294815-mhqe3xjz 90 22 three three CD cord-294815-mhqe3xjz 90 23 change change NN cord-294815-mhqe3xjz 90 24 points point NNS cord-294815-mhqe3xjz 90 25 . . . cord-294815-mhqe3xjz 91 1 Therefore therefore RB cord-294815-mhqe3xjz 91 2 , , , cord-294815-mhqe3xjz 91 3 we -PRON- PRP cord-294815-mhqe3xjz 91 4 use use VBP cord-294815-mhqe3xjz 91 5 the the DT cord-294815-mhqe3xjz 91 6 model model NN cord-294815-mhqe3xjz 91 7 with with IN cord-294815-mhqe3xjz 91 8 three three CD cord-294815-mhqe3xjz 91 9 change change NN cord-294815-mhqe3xjz 91 10 points point NNS cord-294815-mhqe3xjz 91 11 to to TO cord-294815-mhqe3xjz 91 12 avoid avoid VB cord-294815-mhqe3xjz 91 13 overfitting overfitting NN cord-294815-mhqe3xjz 91 14 . . . cord-294815-mhqe3xjz 92 1 The the DT cord-294815-mhqe3xjz 92 2 result result NN cord-294815-mhqe3xjz 92 3 can can MD cord-294815-mhqe3xjz 92 4 be be VB cord-294815-mhqe3xjz 92 5 seen see VBN cord-294815-mhqe3xjz 92 6 in in IN cord-294815-mhqe3xjz 92 7 Figure figure NN cord-294815-mhqe3xjz 92 8 2 2 CD cord-294815-mhqe3xjz 92 9 ( ( -LRB- cord-294815-mhqe3xjz 92 10 right right JJ cord-294815-mhqe3xjz 92 11 panel panel NN cord-294815-mhqe3xjz 92 12 ) ) -RRB- cord-294815-mhqe3xjz 92 13 and and CC cord-294815-mhqe3xjz 92 14 in in IN cord-294815-mhqe3xjz 92 15 Table Table NNP cord-294815-mhqe3xjz 92 16 _SP cord-294815-mhqe3xjz 92 17 1 1 CD cord-294815-mhqe3xjz 92 18 ( ( -LRB- cord-294815-mhqe3xjz 92 19 right right JJ cord-294815-mhqe3xjz 92 20 panel panel NN cord-294815-mhqe3xjz 92 21 ) ) -RRB- cord-294815-mhqe3xjz 92 22 . . . cord-294815-mhqe3xjz 93 1 The the DT cord-294815-mhqe3xjz 93 2 phases phase NNS cord-294815-mhqe3xjz 93 3 are be VBP cord-294815-mhqe3xjz 93 4 similar similar JJ cord-294815-mhqe3xjz 93 5 to to IN cord-294815-mhqe3xjz 93 6 those those DT cord-294815-mhqe3xjz 93 7 for for IN cord-294815-mhqe3xjz 93 8 the the DT cord-294815-mhqe3xjz 93 9 disease disease NN cord-294815-mhqe3xjz 93 10 onset onset NN cord-294815-mhqe3xjz 93 11 , , , cord-294815-mhqe3xjz 93 12 but but CC cord-294815-mhqe3xjz 93 13 the the DT cord-294815-mhqe3xjz 93 14 change change NN cord-294815-mhqe3xjz 93 15 from from IN cord-294815-mhqe3xjz 93 16 increasing increase VBG cord-294815-mhqe3xjz 93 17 curve curve NN cord-294815-mhqe3xjz 93 18 ( ( -LRB- cord-294815-mhqe3xjz 93 19 phase phase NN cord-294815-mhqe3xjz 93 20 1 1 CD cord-294815-mhqe3xjz 93 21 and and CC cord-294815-mhqe3xjz 93 22 2 2 CD cord-294815-mhqe3xjz 93 23 ) ) -RRB- cord-294815-mhqe3xjz 93 24 to to IN cord-294815-mhqe3xjz 93 25 a a DT cord-294815-mhqe3xjz 93 26 decreasing decrease VBG cord-294815-mhqe3xjz 93 27 phase phase NN cord-294815-mhqe3xjz 93 28 ( ( -LRB- cord-294815-mhqe3xjz 93 29 phase phase NN cord-294815-mhqe3xjz 93 30 3 3 CD cord-294815-mhqe3xjz 93 31 ) ) -RRB- cord-294815-mhqe3xjz 93 32 is be VBZ cord-294815-mhqe3xjz 93 33 direct direct JJ cord-294815-mhqe3xjz 93 34 without without IN cord-294815-mhqe3xjz 93 35 a a DT cord-294815-mhqe3xjz 93 36 plateau plateau NN cord-294815-mhqe3xjz 93 37 in in IN cord-294815-mhqe3xjz 93 38 between between IN cord-294815-mhqe3xjz 93 39 . . . cord-294815-mhqe3xjz 94 1 Taking take VBG cord-294815-mhqe3xjz 94 2 the the DT cord-294815-mhqe3xjz 94 3 mean mean JJ cord-294815-mhqe3xjz 94 4 incubation incubation NN cord-294815-mhqe3xjz 94 5 period period NN cord-294815-mhqe3xjz 94 6 of of IN cord-294815-mhqe3xjz 94 7 five five CD cord-294815-mhqe3xjz 94 8 days day NNS cord-294815-mhqe3xjz 94 9 into into IN cord-294815-mhqe3xjz 94 10 account account NN cord-294815-mhqe3xjz 94 11 , , , cord-294815-mhqe3xjz 94 12 we -PRON- PRP cord-294815-mhqe3xjz 94 13 combine combine VBP cord-294815-mhqe3xjz 94 14 the the DT cord-294815-mhqe3xjz 94 15 results result NNS cord-294815-mhqe3xjz 94 16 for for IN cord-294815-mhqe3xjz 94 17 the the DT cord-294815-mhqe3xjz 94 18 two two CD cord-294815-mhqe3xjz 94 19 models model NNS cord-294815-mhqe3xjz 94 20 for for IN cord-294815-mhqe3xjz 94 21 Bavaria Bavaria NNP cord-294815-mhqe3xjz 94 22 , , , cord-294815-mhqe3xjz 94 23 which which WDT cord-294815-mhqe3xjz 94 24 implies imply VBZ cord-294815-mhqe3xjz 94 25 four four CD cord-294815-mhqe3xjz 94 26 phases phase NNS cord-294815-mhqe3xjz 94 27 of of IN cord-294815-mhqe3xjz 94 28 the the DT cord-294815-mhqe3xjz 94 29 epidemic epidemic NN cord-294815-mhqe3xjz 94 30 : : : cord-294815-mhqe3xjz 95 1 1st 1st JJ cord-294815-mhqe3xjz 95 2 phase phase NN cord-294815-mhqe3xjz 96 1 There there EX cord-294815-mhqe3xjz 96 2 is be VBZ cord-294815-mhqe3xjz 96 3 a a DT cord-294815-mhqe3xjz 96 4 substantial substantial JJ cord-294815-mhqe3xjz 96 5 increase increase NN cord-294815-mhqe3xjz 96 6 in in IN cord-294815-mhqe3xjz 96 7 new new JJ cord-294815-mhqe3xjz 96 8 infections infection NNS cord-294815-mhqe3xjz 96 9 in in IN cord-294815-mhqe3xjz 96 10 both both DT cord-294815-mhqe3xjz 96 11 models model NNS cord-294815-mhqe3xjz 96 12 . . . cord-294815-mhqe3xjz 96 13 . . . cord-294815-mhqe3xjz 97 1 CC CC NNP cord-294815-mhqe3xjz 97 2 - - HYPH cord-294815-mhqe3xjz 97 3 BY BY NNP cord-294815-mhqe3xjz 97 4 - - HYPH cord-294815-mhqe3xjz 97 5 NC NC NNP cord-294815-mhqe3xjz 97 6 - - HYPH cord-294815-mhqe3xjz 97 7 ND ND NNP cord-294815-mhqe3xjz 97 8 4.0 4.0 CD cord-294815-mhqe3xjz 97 9 International international JJ cord-294815-mhqe3xjz 97 10 license license NN cord-294815-mhqe3xjz 98 1 It -PRON- PRP cord-294815-mhqe3xjz 98 2 is be VBZ cord-294815-mhqe3xjz 98 3 made make VBN cord-294815-mhqe3xjz 98 4 available available JJ cord-294815-mhqe3xjz 98 5 under under IN cord-294815-mhqe3xjz 98 6 a a DT cord-294815-mhqe3xjz 99 1 is be VBZ cord-294815-mhqe3xjz 99 2 the the DT cord-294815-mhqe3xjz 99 3 author author NN cord-294815-mhqe3xjz 99 4 / / SYM cord-294815-mhqe3xjz 99 5 funder funder NN cord-294815-mhqe3xjz 99 6 , , , cord-294815-mhqe3xjz 99 7 who who WP cord-294815-mhqe3xjz 99 8 has have VBZ cord-294815-mhqe3xjz 99 9 granted grant VBN cord-294815-mhqe3xjz 99 10 medRxiv medRxiv NNS cord-294815-mhqe3xjz 99 11 a a DT cord-294815-mhqe3xjz 99 12 license license NN cord-294815-mhqe3xjz 99 13 to to TO cord-294815-mhqe3xjz 99 14 display display VB cord-294815-mhqe3xjz 99 15 the the DT cord-294815-mhqe3xjz 99 16 preprint preprint NN cord-294815-mhqe3xjz 99 17 in in IN cord-294815-mhqe3xjz 99 18 perpetuity perpetuity NN cord-294815-mhqe3xjz 99 19 . . . cord-294815-mhqe3xjz 100 1 ( ( -LRB- cord-294815-mhqe3xjz 100 2 which which WDT cord-294815-mhqe3xjz 100 3 was be VBD cord-294815-mhqe3xjz 100 4 not not RB cord-294815-mhqe3xjz 100 5 certified certify VBN cord-294815-mhqe3xjz 100 6 by by IN cord-294815-mhqe3xjz 100 7 peer peer NN cord-294815-mhqe3xjz 100 8 review review NN cord-294815-mhqe3xjz 100 9 ) ) -RRB- cord-294815-mhqe3xjz 100 10 _SP cord-294815-mhqe3xjz 100 11 . . . cord-294815-mhqe3xjz 101 1 CC CC NNP cord-294815-mhqe3xjz 101 2 - - HYPH cord-294815-mhqe3xjz 101 3 BY BY NNP cord-294815-mhqe3xjz 101 4 - - HYPH cord-294815-mhqe3xjz 101 5 NC NC NNP cord-294815-mhqe3xjz 101 6 - - HYPH cord-294815-mhqe3xjz 101 7 ND ND NNP cord-294815-mhqe3xjz 101 8 4.0 4.0 CD cord-294815-mhqe3xjz 101 9 International international JJ cord-294815-mhqe3xjz 101 10 license license NN cord-294815-mhqe3xjz 102 1 It -PRON- PRP cord-294815-mhqe3xjz 102 2 is be VBZ cord-294815-mhqe3xjz 102 3 made make VBN cord-294815-mhqe3xjz 102 4 available available JJ cord-294815-mhqe3xjz 102 5 under under IN cord-294815-mhqe3xjz 102 6 a a DT cord-294815-mhqe3xjz 103 1 is be VBZ cord-294815-mhqe3xjz 103 2 the the DT cord-294815-mhqe3xjz 103 3 author author NN cord-294815-mhqe3xjz 103 4 / / SYM cord-294815-mhqe3xjz 103 5 funder funder NN cord-294815-mhqe3xjz 103 6 , , , cord-294815-mhqe3xjz 103 7 who who WP cord-294815-mhqe3xjz 103 8 has have VBZ cord-294815-mhqe3xjz 103 9 granted grant VBN cord-294815-mhqe3xjz 103 10 medRxiv medRxiv NNS cord-294815-mhqe3xjz 103 11 a a DT cord-294815-mhqe3xjz 103 12 license license NN cord-294815-mhqe3xjz 103 13 to to TO cord-294815-mhqe3xjz 103 14 display display VB cord-294815-mhqe3xjz 103 15 the the DT cord-294815-mhqe3xjz 103 16 preprint preprint NN cord-294815-mhqe3xjz 103 17 in in IN cord-294815-mhqe3xjz 103 18 perpetuity perpetuity NN cord-294815-mhqe3xjz 103 19 . . . cord-294815-mhqe3xjz 104 1 The the DT cord-294815-mhqe3xjz 104 2 copyright copyright NN cord-294815-mhqe3xjz 104 3 holder holder NN cord-294815-mhqe3xjz 104 4 for for IN cord-294815-mhqe3xjz 104 5 this this DT cord-294815-mhqe3xjz 104 6 preprint preprint NN cord-294815-mhqe3xjz 104 7 this this DT cord-294815-mhqe3xjz 104 8 version version NN cord-294815-mhqe3xjz 104 9 posted post VBD cord-294815-mhqe3xjz 104 10 October October NNP cord-294815-mhqe3xjz 104 11 30 30 CD cord-294815-mhqe3xjz 104 12 , , , cord-294815-mhqe3xjz 104 13 2020 2020 CD cord-294815-mhqe3xjz 104 14 . . . cord-294815-mhqe3xjz 104 15 ; ; : cord-294815-mhqe3xjz 105 1 https://doi.org/10.1101/2020.10.29.20222265 https://doi.org/10.1101/2020.10.29.20222265 NNP cord-294815-mhqe3xjz 105 2 doi doi XX cord-294815-mhqe3xjz 105 3 : : : cord-294815-mhqe3xjz 106 1 medRxiv medRxiv NNP cord-294815-mhqe3xjz 106 2 preprint preprint NNP cord-294815-mhqe3xjz 107 1 The the DT cord-294815-mhqe3xjz 107 2 results result NNS cord-294815-mhqe3xjz 107 3 for for IN cord-294815-mhqe3xjz 107 4 the the DT cord-294815-mhqe3xjz 107 5 German german JJ cord-294815-mhqe3xjz 107 6 data datum NNS cord-294815-mhqe3xjz 107 7 are be VBP cord-294815-mhqe3xjz 107 8 presented present VBN cord-294815-mhqe3xjz 107 9 in in IN cord-294815-mhqe3xjz 107 10 Figure Figure NNP cord-294815-mhqe3xjz 107 11 3 3 CD cord-294815-mhqe3xjz 107 12 and and CC cord-294815-mhqe3xjz 107 13 in in IN cord-294815-mhqe3xjz 107 14 Table Table NNP cord-294815-mhqe3xjz 107 15 2 2 CD cord-294815-mhqe3xjz 107 16 . . . cord-294815-mhqe3xjz 108 1 For for IN cord-294815-mhqe3xjz 108 2 the the DT cord-294815-mhqe3xjz 108 3 disease disease NN cord-294815-mhqe3xjz 108 4 onset onset NN cord-294815-mhqe3xjz 108 5 model model NN cord-294815-mhqe3xjz 108 6 , , , cord-294815-mhqe3xjz 108 7 the the DT cord-294815-mhqe3xjz 108 8 overdispersion overdispersion NN cord-294815-mhqe3xjz 108 9 is be VBZ cord-294815-mhqe3xjz 108 10 substantially substantially RB cord-294815-mhqe3xjz 108 11 lower low JJR cord-294815-mhqe3xjz 108 12 for for IN cord-294815-mhqe3xjz 108 13 the the DT cord-294815-mhqe3xjz 108 14 model model NN cord-294815-mhqe3xjz 108 15 with with IN cord-294815-mhqe3xjz 108 16 four four CD cord-294815-mhqe3xjz 108 17 change change NN cord-294815-mhqe3xjz 108 18 points point NNS cord-294815-mhqe3xjz 108 19 than than IN cord-294815-mhqe3xjz 108 20 with with IN cord-294815-mhqe3xjz 108 21 three three CD cord-294815-mhqe3xjz 108 22 change change NN cord-294815-mhqe3xjz 108 23 points point NNS cord-294815-mhqe3xjz 108 24 . . . cord-294815-mhqe3xjz 109 1 However however RB cord-294815-mhqe3xjz 109 2 , , , cord-294815-mhqe3xjz 109 3 the the DT cord-294815-mhqe3xjz 109 4 overdipersion overdipersion NN cord-294815-mhqe3xjz 109 5 of of IN cord-294815-mhqe3xjz 109 6 the the DT cord-294815-mhqe3xjz 109 7 model model NN cord-294815-mhqe3xjz 109 8 with with IN cord-294815-mhqe3xjz 109 9 four four CD cord-294815-mhqe3xjz 109 10 change change NN cord-294815-mhqe3xjz 109 11 points point NNS cord-294815-mhqe3xjz 109 12 is be VBZ cord-294815-mhqe3xjz 109 13 rather rather RB cord-294815-mhqe3xjz 109 14 high high JJ cord-294815-mhqe3xjz 109 15 ( ( -LRB- cord-294815-mhqe3xjz 109 16 20.1 20.1 CD cord-294815-mhqe3xjz 109 17 ) ) -RRB- cord-294815-mhqe3xjz 109 18 and and CC cord-294815-mhqe3xjz 109 19 the the DT cord-294815-mhqe3xjz 109 20 confidence confidence NN cord-294815-mhqe3xjz 109 21 intervals interval NNS cord-294815-mhqe3xjz 109 22 for for IN cord-294815-mhqe3xjz 109 23 the the DT cord-294815-mhqe3xjz 109 24 change change NN cord-294815-mhqe3xjz 109 25 points point NNS cord-294815-mhqe3xjz 109 26 are be VBP cord-294815-mhqe3xjz 109 27 rather rather RB cord-294815-mhqe3xjz 109 28 big big JJ cord-294815-mhqe3xjz 109 29 , , , cord-294815-mhqe3xjz 109 30 especially especially RB cord-294815-mhqe3xjz 109 31 for for IN cord-294815-mhqe3xjz 109 32 the the DT cord-294815-mhqe3xjz 109 33 first first JJ cord-294815-mhqe3xjz 109 34 part part NN cord-294815-mhqe3xjz 109 35 of of IN cord-294815-mhqe3xjz 109 36 the the DT cord-294815-mhqe3xjz 109 37 time time NN cord-294815-mhqe3xjz 109 38 series series NN cord-294815-mhqe3xjz 109 39 where where WRB cord-294815-mhqe3xjz 109 40 two two CD cord-294815-mhqe3xjz 109 41 change change NN cord-294815-mhqe3xjz 109 42 points point NNS cord-294815-mhqe3xjz 109 43 are be VBP cord-294815-mhqe3xjz 109 44 estimated estimate VBN cord-294815-mhqe3xjz 109 45 . . . cord-294815-mhqe3xjz 110 1 While while IN cord-294815-mhqe3xjz 110 2 the the DT cord-294815-mhqe3xjz 110 3 distinction distinction NN cord-294815-mhqe3xjz 110 4 in in IN cord-294815-mhqe3xjz 110 5 the the DT cord-294815-mhqe3xjz 110 6 first first JJ cord-294815-mhqe3xjz 110 7 three three CD cord-294815-mhqe3xjz 110 8 phases phase NNS cord-294815-mhqe3xjz 110 9 is be VBZ cord-294815-mhqe3xjz 110 10 unclear unclear JJ cord-294815-mhqe3xjz 110 11 , , , cord-294815-mhqe3xjz 110 12 there there EX cord-294815-mhqe3xjz 110 13 is be VBZ cord-294815-mhqe3xjz 110 14 a a DT cord-294815-mhqe3xjz 110 15 clear clear JJ cord-294815-mhqe3xjz 110 16 turning turning NN cord-294815-mhqe3xjz 110 17 point point NN cord-294815-mhqe3xjz 110 18 between between IN cord-294815-mhqe3xjz 110 19 March March NNP cord-294815-mhqe3xjz 110 20 14th 14th NN cord-294815-mhqe3xjz 110 21 and and CC cord-294815-mhqe3xjz 110 22 March March NNP cord-294815-mhqe3xjz 110 23 18th 18th NN cord-294815-mhqe3xjz 110 24 . . . cord-294815-mhqe3xjz 111 1 The the DT cord-294815-mhqe3xjz 111 2 fifth fifth JJ cord-294815-mhqe3xjz 111 3 phase phase NN cord-294815-mhqe3xjz 111 4 with with IN cord-294815-mhqe3xjz 111 5 a a DT cord-294815-mhqe3xjz 111 6 further further JJ cord-294815-mhqe3xjz 111 7 slowdown slowdown NN cord-294815-mhqe3xjz 111 8 starts start VBZ cord-294815-mhqe3xjz 111 9 at at IN cord-294815-mhqe3xjz 111 10 the the DT cord-294815-mhqe3xjz 111 11 end end NN cord-294815-mhqe3xjz 111 12 of of IN cord-294815-mhqe3xjz 111 13 April April NNP cord-294815-mhqe3xjz 111 14 . . . cord-294815-mhqe3xjz 112 1 As as IN cord-294815-mhqe3xjz 112 2 can can MD cord-294815-mhqe3xjz 112 3 be be VB cord-294815-mhqe3xjz 112 4 seen see VBN cord-294815-mhqe3xjz 112 5 from from IN cord-294815-mhqe3xjz 112 6 Figure figure NN cord-294815-mhqe3xjz 112 7 3 3 CD cord-294815-mhqe3xjz 113 1 There there EX cord-294815-mhqe3xjz 113 2 are be VBP cord-294815-mhqe3xjz 113 3 further far RBR cord-294815-mhqe3xjz 113 4 estimated estimate VBN cord-294815-mhqe3xjz 113 5 change change NN cord-294815-mhqe3xjz 113 6 points point NNS cord-294815-mhqe3xjz 113 7 in in IN cord-294815-mhqe3xjz 113 8 both both DT cord-294815-mhqe3xjz 113 9 models model NNS cord-294815-mhqe3xjz 113 10 , , , cord-294815-mhqe3xjz 113 11 which which WDT cord-294815-mhqe3xjz 113 12 have have VBP cord-294815-mhqe3xjz 113 13 wide wide JJ cord-294815-mhqe3xjz 113 14 confidence confidence NN cord-294815-mhqe3xjz 113 15 intervals interval NNS cord-294815-mhqe3xjz 113 16 and and CC cord-294815-mhqe3xjz 113 17 do do VBP cord-294815-mhqe3xjz 113 18 not not RB cord-294815-mhqe3xjz 113 19 fit fit VB cord-294815-mhqe3xjz 113 20 well well RB cord-294815-mhqe3xjz 113 21 together together RB cord-294815-mhqe3xjz 113 22 in in IN cord-294815-mhqe3xjz 113 23 the the DT cord-294815-mhqe3xjz 113 24 models model NNS cord-294815-mhqe3xjz 113 25 . . . cord-294815-mhqe3xjz 113 26 . . . cord-294815-mhqe3xjz 114 1 CC CC NNP cord-294815-mhqe3xjz 114 2 - - HYPH cord-294815-mhqe3xjz 114 3 BY BY NNP cord-294815-mhqe3xjz 114 4 - - HYPH cord-294815-mhqe3xjz 114 5 NC NC NNP cord-294815-mhqe3xjz 114 6 - - HYPH cord-294815-mhqe3xjz 114 7 ND ND NNP cord-294815-mhqe3xjz 114 8 4.0 4.0 CD cord-294815-mhqe3xjz 114 9 International international JJ cord-294815-mhqe3xjz 114 10 license license NN cord-294815-mhqe3xjz 115 1 It -PRON- PRP cord-294815-mhqe3xjz 115 2 is be VBZ cord-294815-mhqe3xjz 115 3 made make VBN cord-294815-mhqe3xjz 115 4 available available JJ cord-294815-mhqe3xjz 115 5 under under IN cord-294815-mhqe3xjz 115 6 a a DT cord-294815-mhqe3xjz 116 1 is be VBZ cord-294815-mhqe3xjz 116 2 the the DT cord-294815-mhqe3xjz 116 3 author author NN cord-294815-mhqe3xjz 116 4 / / SYM cord-294815-mhqe3xjz 116 5 funder funder NN cord-294815-mhqe3xjz 116 6 , , , cord-294815-mhqe3xjz 116 7 who who WP cord-294815-mhqe3xjz 116 8 has have VBZ cord-294815-mhqe3xjz 116 9 granted grant VBN cord-294815-mhqe3xjz 116 10 medRxiv medRxiv NNS cord-294815-mhqe3xjz 116 11 a a DT cord-294815-mhqe3xjz 116 12 license license NN cord-294815-mhqe3xjz 116 13 to to TO cord-294815-mhqe3xjz 116 14 display display VB cord-294815-mhqe3xjz 116 15 the the DT cord-294815-mhqe3xjz 116 16 preprint preprint NN cord-294815-mhqe3xjz 116 17 in in IN cord-294815-mhqe3xjz 116 18 perpetuity perpetuity NN cord-294815-mhqe3xjz 116 19 . . . cord-294815-mhqe3xjz 117 1 The the DT cord-294815-mhqe3xjz 117 2 copyright copyright NN cord-294815-mhqe3xjz 117 3 holder holder NN cord-294815-mhqe3xjz 117 4 for for IN cord-294815-mhqe3xjz 117 5 this this DT cord-294815-mhqe3xjz 117 6 preprint preprint NN cord-294815-mhqe3xjz 117 7 this this DT cord-294815-mhqe3xjz 117 8 version version NN cord-294815-mhqe3xjz 117 9 posted post VBD cord-294815-mhqe3xjz 117 10 October October NNP cord-294815-mhqe3xjz 117 11 30 30 CD cord-294815-mhqe3xjz 117 12 , , , cord-294815-mhqe3xjz 117 13 2020 2020 CD cord-294815-mhqe3xjz 117 14 . . . cord-294815-mhqe3xjz 118 1 ; ; : cord-294815-mhqe3xjz 118 2 https://doi.org/10.1101/2020 https://doi.org/10.1101/2020 NN cord-294815-mhqe3xjz 118 3 . . . cord-294815-mhqe3xjz 119 1 10.29.20222265 10.29.20222265 CD cord-294815-mhqe3xjz 119 2 doi doi NN cord-294815-mhqe3xjz 119 3 : : : cord-294815-mhqe3xjz 120 1 medRxiv medRxiv NNP cord-294815-mhqe3xjz 120 2 preprint preprint NNP cord-294815-mhqe3xjz 121 1 The the DT cord-294815-mhqe3xjz 121 2 present present JJ cord-294815-mhqe3xjz 121 3 analysis analysis NN cord-294815-mhqe3xjz 121 4 is be VBZ cord-294815-mhqe3xjz 121 5 a a DT cord-294815-mhqe3xjz 121 6 retrospective retrospective JJ cord-294815-mhqe3xjz 121 7 , , , cord-294815-mhqe3xjz 121 8 exploratory exploratory JJ cord-294815-mhqe3xjz 121 9 analysis analysis NN cord-294815-mhqe3xjz 121 10 of of IN cord-294815-mhqe3xjz 121 11 the the DT cord-294815-mhqe3xjz 121 12 German german JJ cord-294815-mhqe3xjz 121 13 and and CC cord-294815-mhqe3xjz 121 14 Bavarian Bavarian NNP cord-294815-mhqe3xjz 121 15 COVID-19 COVID-19 NNP cord-294815-mhqe3xjz 121 16 reporting report VBG cord-294815-mhqe3xjz 121 17 data datum NNS cord-294815-mhqe3xjz 121 18 during during IN cord-294815-mhqe3xjz 121 19 Mar Mar NNP cord-294815-mhqe3xjz 121 20 - - HYPH cord-294815-mhqe3xjz 121 21 Apr Apr NNP cord-294815-mhqe3xjz 121 22 2020 2020 CD cord-294815-mhqe3xjz 121 23 . . . cord-294815-mhqe3xjz 122 1 The the DT cord-294815-mhqe3xjz 122 2 analysis analysis NN cord-294815-mhqe3xjz 122 3 does do VBZ cord-294815-mhqe3xjz 122 4 not not RB cord-294815-mhqe3xjz 122 5 include include VB cord-294815-mhqe3xjz 122 6 cases case NNS cord-294815-mhqe3xjz 122 7 that that WDT cord-294815-mhqe3xjz 122 8 have have VBP cord-294815-mhqe3xjz 122 9 not not RB cord-294815-mhqe3xjz 122 10 been be VBN cord-294815-mhqe3xjz 122 11 recorded record VBN cord-294815-mhqe3xjz 122 12 . . . cord-294815-mhqe3xjz 123 1 If if IN cord-294815-mhqe3xjz 123 2 the the DT cord-294815-mhqe3xjz 123 3 proportion proportion NN cord-294815-mhqe3xjz 123 4 of of IN cord-294815-mhqe3xjz 123 5 undetected undetected JJ cord-294815-mhqe3xjz 123 6 cases case NNS cord-294815-mhqe3xjz 123 7 changes change NNS cord-294815-mhqe3xjz 123 8 over over IN cord-294815-mhqe3xjz 123 9 time time NN cord-294815-mhqe3xjz 123 10 , , , cord-294815-mhqe3xjz 123 11 this this DT cord-294815-mhqe3xjz 123 12 can can MD cord-294815-mhqe3xjz 123 13 distort distort VB cord-294815-mhqe3xjz 123 14 the the DT cord-294815-mhqe3xjz 123 15 curve curve NN cord-294815-mhqe3xjz 123 16 and and CC cord-294815-mhqe3xjz 123 17 thus thus RB cord-294815-mhqe3xjz 123 18 the the DT cord-294815-mhqe3xjz 123 19 determination determination NN cord-294815-mhqe3xjz 123 20 of of IN cord-294815-mhqe3xjz 123 21 the the DT cord-294815-mhqe3xjz 123 22 change change NN cord-294815-mhqe3xjz 123 23 points point NNS cord-294815-mhqe3xjz 123 24 . . . cord-294815-mhqe3xjz 124 1 Therefore therefore RB cord-294815-mhqe3xjz 124 2 , , , cord-294815-mhqe3xjz 124 3 additional additional JJ cord-294815-mhqe3xjz 124 4 data datum NNS cord-294815-mhqe3xjz 124 5 on on IN cord-294815-mhqe3xjz 124 6 daily daily JJ cord-294815-mhqe3xjz 124 7 deaths death NNS cord-294815-mhqe3xjz 124 8 and and CC cord-294815-mhqe3xjz 124 9 hospital hospital NN cord-294815-mhqe3xjz 124 10 admissions admission NNS cord-294815-mhqe3xjz 124 11 and and CC cord-294815-mhqe3xjz 124 12 the the DT cord-294815-mhqe3xjz 124 13 number number NN cord-294815-mhqe3xjz 124 14 of of IN cord-294815-mhqe3xjz 124 15 tests test NNS cord-294815-mhqe3xjz 124 16 performed perform VBN cord-294815-mhqe3xjz 124 17 should should MD cord-294815-mhqe3xjz 124 18 be be VB cord-294815-mhqe3xjz 124 19 considered consider VBN cord-294815-mhqe3xjz 124 20 . . . cord-294815-mhqe3xjz 125 1 Furthermore furthermore RB cord-294815-mhqe3xjz 125 2 , , , cord-294815-mhqe3xjz 125 3 it -PRON- PRP cord-294815-mhqe3xjz 125 4 is be VBZ cord-294815-mhqe3xjz 125 5 possible possible JJ cord-294815-mhqe3xjz 125 6 to to TO cord-294815-mhqe3xjz 125 7 estimate estimate VB cord-294815-mhqe3xjz 125 8 the the DT cord-294815-mhqe3xjz 125 9 proportion proportion NN cord-294815-mhqe3xjz 125 10 of of IN cord-294815-mhqe3xjz 125 11 undetected undetected JJ cord-294815-mhqe3xjz 125 12 cases case NNS cord-294815-mhqe3xjz 125 13 with with IN cord-294815-mhqe3xjz 125 14 the the DT cord-294815-mhqe3xjz 125 15 help help NN cord-294815-mhqe3xjz 125 16 of of IN cord-294815-mhqe3xjz 125 17 representative representative JJ cord-294815-mhqe3xjz 125 18 studies study NNS cord-294815-mhqe3xjz 125 19 such such JJ cord-294815-mhqe3xjz 125 20 as as IN cord-294815-mhqe3xjz 125 21 the the DT cord-294815-mhqe3xjz 125 22 one one NN cord-294815-mhqe3xjz 125 23 currently currently RB cord-294815-mhqe3xjz 125 24 conducted conduct VBN cord-294815-mhqe3xjz 125 25 in in IN cord-294815-mhqe3xjz 125 26 Munich Munich NNP cord-294815-mhqe3xjz 125 27 , , , cord-294815-mhqe3xjz 125 28 see see VB cord-294815-mhqe3xjz 125 29 [ [ -LRB- cord-294815-mhqe3xjz 125 30 20 20 CD cord-294815-mhqe3xjz 125 31 ] ] -RRB- cord-294815-mhqe3xjz 125 32 . . . cord-294815-mhqe3xjz 126 1 Our -PRON- PRP$ cord-294815-mhqe3xjz 126 2 analysis analysis NN cord-294815-mhqe3xjz 126 3 is be VBZ cord-294815-mhqe3xjz 126 4 based base VBN cord-294815-mhqe3xjz 126 5 to to IN cord-294815-mhqe3xjz 126 6 a a DT cord-294815-mhqe3xjz 126 7 considerable considerable JJ cord-294815-mhqe3xjz 126 8 extent extent NN cord-294815-mhqe3xjz 126 9 on on IN cord-294815-mhqe3xjz 126 10 imputed imputed JJ cord-294815-mhqe3xjz 126 11 data datum NNS cord-294815-mhqe3xjz 126 12 , , , cord-294815-mhqe3xjz 126 13 see see VB cord-294815-mhqe3xjz 126 14 [ [ -LRB- cord-294815-mhqe3xjz 126 15 10 10 CD cord-294815-mhqe3xjz 126 16 ] ] -RRB- cord-294815-mhqe3xjz 126 17 , , , cord-294815-mhqe3xjz 126 18 which which WDT cord-294815-mhqe3xjz 126 19 is be VBZ cord-294815-mhqe3xjz 126 20 a a DT cord-294815-mhqe3xjz 126 21 results result NNS cord-294815-mhqe3xjz 126 22 of of IN cord-294815-mhqe3xjz 126 23 missing miss VBG cord-294815-mhqe3xjz 126 24 data data NN cord-294815-mhqe3xjz 126 25 w.r.t w.r.t NN cord-294815-mhqe3xjz 126 26 . . . cord-294815-mhqe3xjz 126 27 the the DT cord-294815-mhqe3xjz 126 28 disease disease NN cord-294815-mhqe3xjz 126 29 onset onset NN cord-294815-mhqe3xjz 126 30 . . . cord-294815-mhqe3xjz 127 1 Since since IN cord-294815-mhqe3xjz 127 2 changes change NNS cord-294815-mhqe3xjz 127 3 in in IN cord-294815-mhqe3xjz 127 4 behavior behavior NN cord-294815-mhqe3xjz 127 5 do do VBP cord-294815-mhqe3xjz 127 6 not not RB cord-294815-mhqe3xjz 127 7 occur occur VB cord-294815-mhqe3xjz 127 8 abruptly abruptly RB cord-294815-mhqe3xjz 127 9 , , , cord-294815-mhqe3xjz 127 10 the the DT cord-294815-mhqe3xjz 127 11 assumption assumption NN cord-294815-mhqe3xjz 127 12 of of IN cord-294815-mhqe3xjz 127 13 change change NN cord-294815-mhqe3xjz 127 14 points point NNS cord-294815-mhqe3xjz 127 15 is be VBZ cord-294815-mhqe3xjz 127 16 also also RB cord-294815-mhqe3xjz 127 17 problematic problematic JJ cord-294815-mhqe3xjz 127 18 in in IN cord-294815-mhqe3xjz 127 19 itself -PRON- PRP cord-294815-mhqe3xjz 127 20 . . . cord-294815-mhqe3xjz 128 1 Therefore therefore RB cord-294815-mhqe3xjz 128 2 , , , cord-294815-mhqe3xjz 128 3 the the DT cord-294815-mhqe3xjz 128 4 interpretation interpretation NN cord-294815-mhqe3xjz 128 5 of of IN cord-294815-mhqe3xjz 128 6 change change NN cord-294815-mhqe3xjz 128 7 points point NNS cord-294815-mhqe3xjz 128 8 should should MD cord-294815-mhqe3xjz 128 9 always always RB cord-294815-mhqe3xjz 128 10 be be VB cord-294815-mhqe3xjz 128 11 done do VBN cord-294815-mhqe3xjz 128 12 in in IN cord-294815-mhqe3xjz 128 13 conjunction conjunction NN cord-294815-mhqe3xjz 128 14 with with IN cord-294815-mhqe3xjz 128 15 a a DT cord-294815-mhqe3xjz 128 16 direct direct JJ cord-294815-mhqe3xjz 128 17 observation observation NN cord-294815-mhqe3xjz 128 18 of of IN cord-294815-mhqe3xjz 128 19 the the DT cord-294815-mhqe3xjz 128 20 epidemic epidemic NN cord-294815-mhqe3xjz 128 21 curve curve NN cord-294815-mhqe3xjz 128 22 . . . cord-294815-mhqe3xjz 129 1 Our -PRON- PRP$ cord-294815-mhqe3xjz 129 2 analysis analysis NN cord-294815-mhqe3xjz 129 3 is be VBZ cord-294815-mhqe3xjz 129 4 based base VBN cord-294815-mhqe3xjz 129 5 on on IN cord-294815-mhqe3xjz 129 6 the the DT cord-294815-mhqe3xjz 129 7 onset onset NN cord-294815-mhqe3xjz 129 8 of of IN cord-294815-mhqe3xjz 129 9 the the DT cord-294815-mhqe3xjz 129 10 disease disease NN cord-294815-mhqe3xjz 129 11 ( ( -LRB- cord-294815-mhqe3xjz 129 12 more more RBR cord-294815-mhqe3xjz 129 13 precisely precisely RB cord-294815-mhqe3xjz 129 14 : : : cord-294815-mhqe3xjz 129 15 the the DT cord-294815-mhqe3xjz 129 16 onset onset NN cord-294815-mhqe3xjz 129 17 of of IN cord-294815-mhqe3xjz 129 18 symptoms symptom NNS cord-294815-mhqe3xjz 129 19 ) ) -RRB- cord-294815-mhqe3xjz 129 20 and and CC cord-294815-mhqe3xjz 129 21 a a DT cord-294815-mhqe3xjz 129 22 back back JJ cord-294815-mhqe3xjz 129 23 projection projection NN cord-294815-mhqe3xjz 129 24 to to IN cord-294815-mhqe3xjz 129 25 the the DT cord-294815-mhqe3xjz 129 26 date date NN cord-294815-mhqe3xjz 129 27 of of IN cord-294815-mhqe3xjz 129 28 infections infection NNS cord-294815-mhqe3xjz 129 29 , , , cord-294815-mhqe3xjz 129 30 and and CC cord-294815-mhqe3xjz 129 31 therefore therefore RB cord-294815-mhqe3xjz 129 32 , , , cord-294815-mhqe3xjz 129 33 despite despite IN cord-294815-mhqe3xjz 129 34 its -PRON- PRP$ cord-294815-mhqe3xjz 129 35 limitations limitation NNS cord-294815-mhqe3xjz 129 36 , , , cord-294815-mhqe3xjz 129 37 is be VBZ cord-294815-mhqe3xjz 129 38 better well RBR cord-294815-mhqe3xjz 129 39 suited suited JJ cord-294815-mhqe3xjz 129 40 to to TO cord-294815-mhqe3xjz 129 41 describe describe VB cord-294815-mhqe3xjz 129 42 the the DT cord-294815-mhqe3xjz 129 43 course course NN cord-294815-mhqe3xjz 129 44 of of IN cord-294815-mhqe3xjz 129 45 the the DT cord-294815-mhqe3xjz 129 46 epidemic epidemic NN cord-294815-mhqe3xjz 129 47 than than IN cord-294815-mhqe3xjz 129 48 the the DT cord-294815-mhqe3xjz 129 49 more more RBR cord-294815-mhqe3xjz 129 50 common common JJ cord-294815-mhqe3xjz 129 51 analysis analysis NN cord-294815-mhqe3xjz 129 52 of of IN cord-294815-mhqe3xjz 129 53 daily daily JJ cord-294815-mhqe3xjz 129 54 or or CC cord-294815-mhqe3xjz 129 55 cumulative cumulative JJ cord-294815-mhqe3xjz 129 56 reported report VBN cord-294815-mhqe3xjz 129 57 case case NN cord-294815-mhqe3xjz 129 58 numbers number NNS cord-294815-mhqe3xjz 129 59 . . . cord-294815-mhqe3xjz 130 1 In in IN cord-294815-mhqe3xjz 130 2 the the DT cord-294815-mhqe3xjz 130 3 analysis analysis NN cord-294815-mhqe3xjz 130 4 of of IN cord-294815-mhqe3xjz 130 5 the the DT cord-294815-mhqe3xjz 130 6 Bavarian Bavarian NNP cord-294815-mhqe3xjz 130 7 and and CC cord-294815-mhqe3xjz 130 8 the the DT cord-294815-mhqe3xjz 130 9 German german JJ cord-294815-mhqe3xjz 130 10 data datum NNS cord-294815-mhqe3xjz 130 11 in in IN cord-294815-mhqe3xjz 130 12 different different JJ cord-294815-mhqe3xjz 130 13 settings setting NNS cord-294815-mhqe3xjz 130 14 , , , cord-294815-mhqe3xjz 130 15 the the DT cord-294815-mhqe3xjz 130 16 main main JJ cord-294815-mhqe3xjz 130 17 result result NN cord-294815-mhqe3xjz 130 18 is be VBZ cord-294815-mhqe3xjz 130 19 the the DT cord-294815-mhqe3xjz 130 20 change change NN cord-294815-mhqe3xjz 130 21 point point NN cord-294815-mhqe3xjz 130 22 , , , cord-294815-mhqe3xjz 130 23 where where WRB cord-294815-mhqe3xjz 130 24 the the DT cord-294815-mhqe3xjz 130 25 exponential exponential JJ cord-294815-mhqe3xjz 130 26 growth growth NN cord-294815-mhqe3xjz 130 27 was be VBD cord-294815-mhqe3xjz 130 28 stopped stop VBN cord-294815-mhqe3xjz 130 29 and and CC cord-294815-mhqe3xjz 130 30 is be VBZ cord-294815-mhqe3xjz 130 31 clearly clearly RB cord-294815-mhqe3xjz 130 32 visible visible JJ cord-294815-mhqe3xjz 130 33 between between IN cord-294815-mhqe3xjz 130 34 March March NNP cord-294815-mhqe3xjz 130 35 9th 9th NN cord-294815-mhqe3xjz 130 36 and and CC cord-294815-mhqe3xjz 130 37 13th 13th NN cord-294815-mhqe3xjz 130 38 . . . cord-294815-mhqe3xjz 131 1 The the DT cord-294815-mhqe3xjz 131 2 timing timing NN cord-294815-mhqe3xjz 131 3 of of IN cord-294815-mhqe3xjz 131 4 this this DT cord-294815-mhqe3xjz 131 5 change change NN cord-294815-mhqe3xjz 131 6 point point NN cord-294815-mhqe3xjz 131 7 coincides coincide VBZ cord-294815-mhqe3xjz 131 8 to to IN cord-294815-mhqe3xjz 131 9 the the DT cord-294815-mhqe3xjz 131 10 implementation implementation NN cord-294815-mhqe3xjz 131 11 of of IN cord-294815-mhqe3xjz 131 12 the the DT cord-294815-mhqe3xjz 131 13 first first JJ cord-294815-mhqe3xjz 131 14 control control NN cord-294815-mhqe3xjz 131 15 measures measure NNS cord-294815-mhqe3xjz 131 16 : : : cord-294815-mhqe3xjz 131 17 the the DT cord-294815-mhqe3xjz 131 18 partial partial JJ cord-294815-mhqe3xjz 131 19 ban ban NN cord-294815-mhqe3xjz 131 20 of of IN cord-294815-mhqe3xjz 131 21 mass mass JJ cord-294815-mhqe3xjz 131 22 events event NNS cord-294815-mhqe3xjz 131 23 with with IN cord-294815-mhqe3xjz 131 24 more more JJR cord-294815-mhqe3xjz 131 25 than than IN cord-294815-mhqe3xjz 131 26 1000 1000 CD cord-294815-mhqe3xjz 131 27 people people NNS cord-294815-mhqe3xjz 131 28 . . . cord-294815-mhqe3xjz 132 1 Furthermore furthermore RB cord-294815-mhqe3xjz 132 2 , , , cord-294815-mhqe3xjz 132 3 in in IN cord-294815-mhqe3xjz 132 4 a a DT cord-294815-mhqe3xjz 132 5 press press NN cord-294815-mhqe3xjz 132 6 conference conference NN cord-294815-mhqe3xjz 132 7 on on IN cord-294815-mhqe3xjz 132 8 March March NNP cord-294815-mhqe3xjz 132 9 11th 11th NN cord-294815-mhqe3xjz 132 10 chancellor chancellor NN cord-294815-mhqe3xjz 132 11 Merkel Merkel NNP cord-294815-mhqe3xjz 132 12 and and CC cord-294815-mhqe3xjz 132 13 the the DT cord-294815-mhqe3xjz 132 14 president president NN cord-294815-mhqe3xjz 132 15 of of IN cord-294815-mhqe3xjz 132 16 the the DT cord-294815-mhqe3xjz 132 17 RKI RKI NNP cord-294815-mhqe3xjz 132 18 appealed appeal VBD cord-294815-mhqe3xjz 132 19 to to IN cord-294815-mhqe3xjz 132 20 self self NN cord-294815-mhqe3xjz 132 21 - - HYPH cord-294815-mhqe3xjz 132 22 enforced enforce VBN cord-294815-mhqe3xjz 132 23 social social JJ cord-294815-mhqe3xjz 132 24 distancing distancing NN cord-294815-mhqe3xjz 132 25 ( ( -LRB- cord-294815-mhqe3xjz 132 26 https://www.bundesgesund https://www.bundesgesund PRP cord-294815-mhqe3xjz 132 27 heitsministerium.de/en/coronavirus/chronologie-coronavirus.html heitsministerium.de/en/coronavirus/chronologie-coronavirus.html VB cord-294815-mhqe3xjz 132 28 . . . cord-294815-mhqe3xjz 133 1 Furthermore furthermore RB cord-294815-mhqe3xjz 133 2 , , , cord-294815-mhqe3xjz 133 3 the the DT cord-294815-mhqe3xjz 133 4 extended extended JJ cord-294815-mhqe3xjz 133 5 media medium NNS cord-294815-mhqe3xjz 133 6 coverage coverage NN cord-294815-mhqe3xjz 133 7 from from IN cord-294815-mhqe3xjz 133 8 Bergamo Bergamo NNP cord-294815-mhqe3xjz 133 9 , , , cord-294815-mhqe3xjz 133 10 Italy Italy NNP cord-294815-mhqe3xjz 133 11 , , , cord-294815-mhqe3xjz 133 12 as as RB cord-294815-mhqe3xjz 133 13 well well RB cord-294815-mhqe3xjz 133 14 as as IN cord-294815-mhqe3xjz 133 15 the the DT cord-294815-mhqe3xjz 133 16 voluntary voluntary JJ cord-294815-mhqe3xjz 133 17 transition transition NN cord-294815-mhqe3xjz 133 18 to to IN cord-294815-mhqe3xjz 133 19 home home NN cord-294815-mhqe3xjz 133 20 - - HYPH cord-294815-mhqe3xjz 133 21 office office NN cord-294815-mhqe3xjz 133 22 work work NN cord-294815-mhqe3xjz 133 23 could could MD cord-294815-mhqe3xjz 133 24 be be VB cord-294815-mhqe3xjz 133 25 related relate VBN cord-294815-mhqe3xjz 133 26 to to IN cord-294815-mhqe3xjz 133 27 this this DT cord-294815-mhqe3xjz 133 28 essential essential JJ cord-294815-mhqe3xjz 133 29 change change NN cord-294815-mhqe3xjz 133 30 in in IN cord-294815-mhqe3xjz 133 31 the the DT cord-294815-mhqe3xjz 133 32 course course NN cord-294815-mhqe3xjz 133 33 of of IN cord-294815-mhqe3xjz 133 34 the the DT cord-294815-mhqe3xjz 133 35 pandemic pandemic NN cord-294815-mhqe3xjz 133 36 . . . cord-294815-mhqe3xjz 134 1 In in IN cord-294815-mhqe3xjz 134 2 Bavaria Bavaria NNP cord-294815-mhqe3xjz 134 3 and and CC cord-294815-mhqe3xjz 134 4 in in IN cord-294815-mhqe3xjz 134 5 Germany Germany NNP cord-294815-mhqe3xjz 134 6 , , , cord-294815-mhqe3xjz 134 7 the the DT cord-294815-mhqe3xjz 134 8 change change NN cord-294815-mhqe3xjz 134 9 point point NN cord-294815-mhqe3xjz 134 10 at at IN cord-294815-mhqe3xjz 134 11 the the DT cord-294815-mhqe3xjz 134 12 end end NN cord-294815-mhqe3xjz 134 13 of of IN cord-294815-mhqe3xjz 134 14 March March NNP cord-294815-mhqe3xjz 134 15 of of IN cord-294815-mhqe3xjz 134 16 infection infection NN cord-294815-mhqe3xjz 134 17 date date NN cord-294815-mhqe3xjz 134 18 is be VBZ cord-294815-mhqe3xjz 134 19 apparent apparent JJ cord-294815-mhqe3xjz 134 20 . . . cord-294815-mhqe3xjz 135 1 This this DT cord-294815-mhqe3xjz 135 2 change change NN cord-294815-mhqe3xjz 135 3 point point NN cord-294815-mhqe3xjz 135 4 is be VBZ cord-294815-mhqe3xjz 135 5 associated associate VBN cord-294815-mhqe3xjz 135 6 with with IN cord-294815-mhqe3xjz 135 7 different different JJ cord-294815-mhqe3xjz 135 8 measures measure NNS cord-294815-mhqe3xjz 135 9 taken take VBN cord-294815-mhqe3xjz 135 10 in in IN cord-294815-mhqe3xjz 135 11 March March NNP cord-294815-mhqe3xjz 135 12 ( ( -LRB- cord-294815-mhqe3xjz 135 13 closing closing NN cord-294815-mhqe3xjz 135 14 of of IN cord-294815-mhqe3xjz 135 15 schools school NNS cord-294815-mhqe3xjz 135 16 and and CC cord-294815-mhqe3xjz 135 17 stores store NNS cord-294815-mhqe3xjz 135 18 on on IN cord-294815-mhqe3xjz 135 19 March March NNP cord-294815-mhqe3xjz 135 20 16th 16th NN cord-294815-mhqe3xjz 135 21 and and CC cord-294815-mhqe3xjz 135 22 the the DT cord-294815-mhqe3xjz 135 23 shutdown shutdown NN cord-294815-mhqe3xjz 135 24 including include VBG cord-294815-mhqe3xjz 135 25 contact contact NN cord-294815-mhqe3xjz 135 26 ban ban NN cord-294815-mhqe3xjz 135 27 on on IN cord-294815-mhqe3xjz 135 28 March March NNP cord-294815-mhqe3xjz 135 29 21st 21st NN cord-294815-mhqe3xjz 135 30 ) ) -RRB- cord-294815-mhqe3xjz 135 31 . . . cord-294815-mhqe3xjz 136 1 Since since IN cord-294815-mhqe3xjz 136 2 there there EX cord-294815-mhqe3xjz 136 3 were be VBD cord-294815-mhqe3xjz 136 4 many many JJ cord-294815-mhqe3xjz 136 5 measures measure NNS cord-294815-mhqe3xjz 136 6 administered administer VBN cord-294815-mhqe3xjz 136 7 simultaneously simultaneously RB cord-294815-mhqe3xjz 136 8 , , , cord-294815-mhqe3xjz 136 9 it -PRON- PRP cord-294815-mhqe3xjz 136 10 is be VBZ cord-294815-mhqe3xjz 136 11 not not RB cord-294815-mhqe3xjz 136 12 possible possible JJ cord-294815-mhqe3xjz 136 13 to to TO cord-294815-mhqe3xjz 136 14 attribute attribute VB cord-294815-mhqe3xjz 136 15 individual individual JJ cord-294815-mhqe3xjz 136 16 measures measure NNS cord-294815-mhqe3xjz 136 17 to to IN cord-294815-mhqe3xjz 136 18 the the DT cord-294815-mhqe3xjz 136 19 development development NN cord-294815-mhqe3xjz 136 20 of of IN cord-294815-mhqe3xjz 136 21 the the DT cord-294815-mhqe3xjz 136 22 epidemic epidemic NN cord-294815-mhqe3xjz 136 23 curve curve NN cord-294815-mhqe3xjz 136 24 . . . cord-294815-mhqe3xjz 137 1 The the DT cord-294815-mhqe3xjz 137 2 claim claim NN cord-294815-mhqe3xjz 137 3 by by IN cord-294815-mhqe3xjz 137 4 [ [ -LRB- cord-294815-mhqe3xjz 137 5 6 6 CD cord-294815-mhqe3xjz 137 6 ] ] -RRB- cord-294815-mhqe3xjz 137 7 , , , cord-294815-mhqe3xjz 137 8 that that IN cord-294815-mhqe3xjz 137 9 the the DT cord-294815-mhqe3xjz 137 10 shutdown shutdown NN cord-294815-mhqe3xjz 137 11 on on IN cord-294815-mhqe3xjz 137 12 March March NNP cord-294815-mhqe3xjz 137 13 21st 21st NN cord-294815-mhqe3xjz 137 14 was be VBD cord-294815-mhqe3xjz 137 15 necessary necessary JJ cord-294815-mhqe3xjz 137 16 to to TO cord-294815-mhqe3xjz 137 17 stop stop VB cord-294815-mhqe3xjz 137 18 the the DT cord-294815-mhqe3xjz 137 19 growth growth NN cord-294815-mhqe3xjz 137 20 of of IN cord-294815-mhqe3xjz 137 21 the the DT cord-294815-mhqe3xjz 137 22 epidemic epidemic NN cord-294815-mhqe3xjz 137 23 is be VBZ cord-294815-mhqe3xjz 137 24 not not RB cord-294815-mhqe3xjz 137 25 supported support VBN cord-294815-mhqe3xjz 137 26 by by IN cord-294815-mhqe3xjz 137 27 our -PRON- PRP$ cord-294815-mhqe3xjz 137 28 analysis analysis NN cord-294815-mhqe3xjz 137 29 . . . cord-294815-mhqe3xjz 138 1 There there EX cord-294815-mhqe3xjz 138 2 is be VBZ cord-294815-mhqe3xjz 138 3 a a DT cord-294815-mhqe3xjz 138 4 change change NN cord-294815-mhqe3xjz 138 5 10 10 CD cord-294815-mhqe3xjz 138 6 . . . cord-294815-mhqe3xjz 139 1 CC CC NNP cord-294815-mhqe3xjz 139 2 - - HYPH cord-294815-mhqe3xjz 139 3 BY BY NNP cord-294815-mhqe3xjz 139 4 - - HYPH cord-294815-mhqe3xjz 139 5 NC NC NNP cord-294815-mhqe3xjz 139 6 - - HYPH cord-294815-mhqe3xjz 139 7 ND ND NNP cord-294815-mhqe3xjz 139 8 4.0 4.0 CD cord-294815-mhqe3xjz 139 9 International international JJ cord-294815-mhqe3xjz 139 10 license license NN cord-294815-mhqe3xjz 140 1 It -PRON- PRP cord-294815-mhqe3xjz 140 2 is be VBZ cord-294815-mhqe3xjz 140 3 made make VBN cord-294815-mhqe3xjz 140 4 available available JJ cord-294815-mhqe3xjz 140 5 under under IN cord-294815-mhqe3xjz 140 6 a a DT cord-294815-mhqe3xjz 141 1 is be VBZ cord-294815-mhqe3xjz 141 2 the the DT cord-294815-mhqe3xjz 141 3 author author NN cord-294815-mhqe3xjz 141 4 / / SYM cord-294815-mhqe3xjz 141 5 funder funder NN cord-294815-mhqe3xjz 141 6 , , , cord-294815-mhqe3xjz 141 7 who who WP cord-294815-mhqe3xjz 141 8 has have VBZ cord-294815-mhqe3xjz 141 9 granted grant VBN cord-294815-mhqe3xjz 141 10 medRxiv medRxiv NNS cord-294815-mhqe3xjz 141 11 a a DT cord-294815-mhqe3xjz 141 12 license license NN cord-294815-mhqe3xjz 141 13 to to TO cord-294815-mhqe3xjz 141 14 display display VB cord-294815-mhqe3xjz 141 15 the the DT cord-294815-mhqe3xjz 141 16 preprint preprint NN cord-294815-mhqe3xjz 141 17 in in IN cord-294815-mhqe3xjz 141 18 perpetuity perpetuity NN cord-294815-mhqe3xjz 141 19 . . . cord-294815-mhqe3xjz 142 1 The the DT cord-294815-mhqe3xjz 142 2 copyright copyright NN cord-294815-mhqe3xjz 142 3 holder holder NN cord-294815-mhqe3xjz 142 4 for for IN cord-294815-mhqe3xjz 142 5 this this DT cord-294815-mhqe3xjz 142 6 preprint preprint NN cord-294815-mhqe3xjz 142 7 this this DT cord-294815-mhqe3xjz 142 8 version version NN cord-294815-mhqe3xjz 142 9 posted post VBD cord-294815-mhqe3xjz 142 10 October October NNP cord-294815-mhqe3xjz 142 11 30 30 CD cord-294815-mhqe3xjz 142 12 , , , cord-294815-mhqe3xjz 142 13 2020 2020 CD cord-294815-mhqe3xjz 142 14 . . . cord-294815-mhqe3xjz 143 1 point point NN cord-294815-mhqe3xjz 143 2 in in IN cord-294815-mhqe3xjz 143 3 the the DT cord-294815-mhqe3xjz 143 4 epidemic epidemic NN cord-294815-mhqe3xjz 143 5 curve curve NN cord-294815-mhqe3xjz 143 6 after after IN cord-294815-mhqe3xjz 143 7 that that DT cord-294815-mhqe3xjz 143 8 date date NN cord-294815-mhqe3xjz 143 9 , , , cord-294815-mhqe3xjz 143 10 but but CC cord-294815-mhqe3xjz 143 11 the the DT cord-294815-mhqe3xjz 143 12 major major JJ cord-294815-mhqe3xjz 143 13 change change NN cord-294815-mhqe3xjz 143 14 from from IN cord-294815-mhqe3xjz 143 15 an an DT cord-294815-mhqe3xjz 143 16 exponential exponential JJ cord-294815-mhqe3xjz 143 17 growth growth NN cord-294815-mhqe3xjz 143 18 to to IN cord-294815-mhqe3xjz 143 19 a a DT cord-294815-mhqe3xjz 143 20 decrease decrease NN cord-294815-mhqe3xjz 143 21 was be VBD cord-294815-mhqe3xjz 143 22 before before IN cord-294815-mhqe3xjz 143 23 the the DT cord-294815-mhqe3xjz 143 24 shutdown shutdown NN cord-294815-mhqe3xjz 143 25 . . . cord-294815-mhqe3xjz 144 1 The the DT cord-294815-mhqe3xjz 144 2 difference difference NN cord-294815-mhqe3xjz 144 3 in in IN cord-294815-mhqe3xjz 144 4 results result NNS cord-294815-mhqe3xjz 144 5 can can MD cord-294815-mhqe3xjz 144 6 be be VB cord-294815-mhqe3xjz 144 7 explained explain VBN cord-294815-mhqe3xjz 144 8 by by IN cord-294815-mhqe3xjz 144 9 the the DT cord-294815-mhqe3xjz 144 10 different different JJ cord-294815-mhqe3xjz 144 11 data datum NNS cord-294815-mhqe3xjz 144 12 bases basis NNS cord-294815-mhqe3xjz 144 13 used use VBN cord-294815-mhqe3xjz 144 14 for for IN cord-294815-mhqe3xjz 144 15 the the DT cord-294815-mhqe3xjz 144 16 respective respective JJ cord-294815-mhqe3xjz 144 17 analyses analysis NNS cord-294815-mhqe3xjz 144 18 . . . cord-294815-mhqe3xjz 145 1 While while IN cord-294815-mhqe3xjz 145 2 [ [ -LRB- cord-294815-mhqe3xjz 145 3 6 6 CD cord-294815-mhqe3xjz 145 4 ] ] -RRB- cord-294815-mhqe3xjz 145 5 use use NN cord-294815-mhqe3xjz 145 6 data datum NNS cord-294815-mhqe3xjz 145 7 based base VBN cord-294815-mhqe3xjz 145 8 on on IN cord-294815-mhqe3xjz 145 9 daily daily JJ cord-294815-mhqe3xjz 145 10 registered register VBN cord-294815-mhqe3xjz 145 11 cases case NNS cord-294815-mhqe3xjz 145 12 , , , cord-294815-mhqe3xjz 145 13 in in IN cord-294815-mhqe3xjz 145 14 our -PRON- PRP$ cord-294815-mhqe3xjz 145 15 analysis analysis NN cord-294815-mhqe3xjz 145 16 , , , cord-294815-mhqe3xjz 145 17 data datum NNS cord-294815-mhqe3xjz 145 18 on on IN cord-294815-mhqe3xjz 145 19 disease disease NN cord-294815-mhqe3xjz 145 20 onset onset NN cord-294815-mhqe3xjz 145 21 are be VBP cord-294815-mhqe3xjz 145 22 included include VBN cord-294815-mhqe3xjz 145 23 . . . cord-294815-mhqe3xjz 146 1 As as IN cord-294815-mhqe3xjz 146 2 can can MD cord-294815-mhqe3xjz 146 3 be be VB cord-294815-mhqe3xjz 146 4 seen see VBN cord-294815-mhqe3xjz 146 5 from from IN cord-294815-mhqe3xjz 146 6 Figure figure NN cord-294815-mhqe3xjz 146 7 1 1 CD cord-294815-mhqe3xjz 146 8 and and CC cord-294815-mhqe3xjz 146 9 from from IN cord-294815-mhqe3xjz 146 10 the the DT cord-294815-mhqe3xjz 146 11 results result NNS cord-294815-mhqe3xjz 146 12 of of IN cord-294815-mhqe3xjz 146 13 our -PRON- PRP$ cord-294815-mhqe3xjz 146 14 data data NN cord-294815-mhqe3xjz 146 15 analysis analysis NN cord-294815-mhqe3xjz 146 16 , , , cord-294815-mhqe3xjz 146 17 the the DT cord-294815-mhqe3xjz 146 18 delay delay NN cord-294815-mhqe3xjz 146 19 distribution distribution NN cord-294815-mhqe3xjz 146 20 of of IN cord-294815-mhqe3xjz 146 21 the the DT cord-294815-mhqe3xjz 146 22 time time NN cord-294815-mhqe3xjz 146 23 between between IN cord-294815-mhqe3xjz 146 24 disease disease NN cord-294815-mhqe3xjz 146 25 onset onset NN cord-294815-mhqe3xjz 146 26 and and CC cord-294815-mhqe3xjz 146 27 reporting reporting NN cord-294815-mhqe3xjz 146 28 day day NN cord-294815-mhqe3xjz 146 29 changed change VBD cord-294815-mhqe3xjz 146 30 over over IN cord-294815-mhqe3xjz 146 31 time time NN cord-294815-mhqe3xjz 146 32 . . . cord-294815-mhqe3xjz 147 1 Using use VBG cord-294815-mhqe3xjz 147 2 this this DT cord-294815-mhqe3xjz 147 3 information information NN cord-294815-mhqe3xjz 147 4 is be VBZ cord-294815-mhqe3xjz 147 5 a a DT cord-294815-mhqe3xjz 147 6 crucial crucial JJ cord-294815-mhqe3xjz 147 7 difference difference NN cord-294815-mhqe3xjz 147 8 between between IN cord-294815-mhqe3xjz 147 9 our -PRON- PRP$ cord-294815-mhqe3xjz 147 10 analysis analysis NN cord-294815-mhqe3xjz 147 11 and and CC cord-294815-mhqe3xjz 147 12 that that DT cord-294815-mhqe3xjz 147 13 of of IN cord-294815-mhqe3xjz 147 14 [ [ -LRB- cord-294815-mhqe3xjz 147 15 6 6 CD cord-294815-mhqe3xjz 147 16 ] ] -RRB- cord-294815-mhqe3xjz 147 17 . . . cord-294815-mhqe3xjz 148 1 In in IN cord-294815-mhqe3xjz 148 2 a a DT cord-294815-mhqe3xjz 148 3 recent recent JJ cord-294815-mhqe3xjz 148 4 technical technical JJ cord-294815-mhqe3xjz 148 5 addendum addendum NN cord-294815-mhqe3xjz 148 6 [ [ -LRB- cord-294815-mhqe3xjz 148 7 21 21 CD cord-294815-mhqe3xjz 148 8 ] ] -RRB- cord-294815-mhqe3xjz 148 9 the the DT cord-294815-mhqe3xjz 148 10 authors author NNS cord-294815-mhqe3xjz 148 11 re re VBP cord-294815-mhqe3xjz 148 12 - - VBP cord-294815-mhqe3xjz 148 13 fit fit VBP cord-294815-mhqe3xjz 148 14 their -PRON- PRP$ cord-294815-mhqe3xjz 148 15 model model NN cord-294815-mhqe3xjz 148 16 on on IN cord-294815-mhqe3xjz 148 17 more more JJR cord-294815-mhqe3xjz 148 18 appropriate appropriate JJ cord-294815-mhqe3xjz 148 19 data datum NNS cord-294815-mhqe3xjz 148 20 . . . cord-294815-mhqe3xjz 149 1 These these DT cord-294815-mhqe3xjz 149 2 analysis analysis NN cord-294815-mhqe3xjz 149 3 -in -in . cord-294815-mhqe3xjz 150 1 our -PRON- PRP$ cord-294815-mhqe3xjz 150 2 opinion opinion NN cord-294815-mhqe3xjz 150 3 -clearly -clearly RB cord-294815-mhqe3xjz 150 4 show show VBP cord-294815-mhqe3xjz 150 5 that that IN cord-294815-mhqe3xjz 150 6 the the DT cord-294815-mhqe3xjz 150 7 effective effective JJ cord-294815-mhqe3xjz 150 8 reproduction reproduction NN cord-294815-mhqe3xjz 150 9 number number NN cord-294815-mhqe3xjz 150 10 decreased decrease VBD cord-294815-mhqe3xjz 150 11 earlier early RBR cord-294815-mhqe3xjz 150 12 than than IN cord-294815-mhqe3xjz 150 13 in in IN cord-294815-mhqe3xjz 150 14 their -PRON- PRP$ cord-294815-mhqe3xjz 150 15 initial initial JJ cord-294815-mhqe3xjz 150 16 analysis analysis NN cord-294815-mhqe3xjz 150 17 , , , cord-294815-mhqe3xjz 150 18 however however RB cord-294815-mhqe3xjz 150 19 , , , cord-294815-mhqe3xjz 150 20 they -PRON- PRP cord-294815-mhqe3xjz 150 21 attribute attribute VBP cord-294815-mhqe3xjz 150 22 the the DT cord-294815-mhqe3xjz 150 23 decrease decrease NN cord-294815-mhqe3xjz 150 24 to to IN cord-294815-mhqe3xjz 150 25 a a DT cord-294815-mhqe3xjz 150 26 SIR SIR NNP cord-294815-mhqe3xjz 150 27 model model NN cord-294815-mhqe3xjz 150 28 peculiarity peculiarity NN cord-294815-mhqe3xjz 150 29 , , , cord-294815-mhqe3xjz 150 30 where where WRB cord-294815-mhqe3xjz 150 31 a a DT cord-294815-mhqe3xjz 150 32 linear linear JJ cord-294815-mhqe3xjz 150 33 decrease decrease NN cord-294815-mhqe3xjz 150 34 in in IN cord-294815-mhqe3xjz 150 35 the the DT cord-294815-mhqe3xjz 150 36 contact contact NN cord-294815-mhqe3xjz 150 37 rate rate NN cord-294815-mhqe3xjz 150 38 can can MD cord-294815-mhqe3xjz 150 39 lead lead VB cord-294815-mhqe3xjz 150 40 to to IN cord-294815-mhqe3xjz 150 41 the the DT cord-294815-mhqe3xjz 150 42 incidence incidence NN cord-294815-mhqe3xjz 150 43 curve curve NN cord-294815-mhqe3xjz 150 44 dropping drop VBG cord-294815-mhqe3xjz 150 45 despite despite IN cord-294815-mhqe3xjz 150 46 R(t R(t NNP cord-294815-mhqe3xjz 150 47 ) ) -RRB- cord-294815-mhqe3xjz 151 1 > > XX cord-294815-mhqe3xjz 152 1 1 1 LS cord-294815-mhqe3xjz 152 2 . . . cord-294815-mhqe3xjz 153 1 The the DT cord-294815-mhqe3xjz 153 2 above above JJ cord-294815-mhqe3xjz 153 3 discussions discussion NNS cord-294815-mhqe3xjz 153 4 illustrate illustrate VBP cord-294815-mhqe3xjz 153 5 how how WRB cord-294815-mhqe3xjz 153 6 complex complex JJ cord-294815-mhqe3xjz 153 7 the the DT cord-294815-mhqe3xjz 153 8 interpretation interpretation NN cord-294815-mhqe3xjz 153 9 of of IN cord-294815-mhqe3xjz 153 10 even even RB cord-294815-mhqe3xjz 153 11 simple simple JJ cord-294815-mhqe3xjz 153 12 SIR SIR NNP cord-294815-mhqe3xjz 153 13 models model NNS cord-294815-mhqe3xjz 153 14 is be VBZ cord-294815-mhqe3xjz 153 15 and and CC cord-294815-mhqe3xjz 153 16 the the DT cord-294815-mhqe3xjz 153 17 question question NN cord-294815-mhqe3xjz 153 18 is be VBZ cord-294815-mhqe3xjz 153 19 , , , cord-294815-mhqe3xjz 153 20 if if IN cord-294815-mhqe3xjz 153 21 such such JJ cord-294815-mhqe3xjz 153 22 SIR SIR NNP cord-294815-mhqe3xjz 153 23 modeling modeling NN cord-294815-mhqe3xjz 153 24 is be VBZ cord-294815-mhqe3xjz 153 25 not not RB cord-294815-mhqe3xjz 153 26 too too RB cord-294815-mhqe3xjz 153 27 simple simple JJ cord-294815-mhqe3xjz 153 28 to to TO cord-294815-mhqe3xjz 153 29 really really RB cord-294815-mhqe3xjz 153 30 allow allow VB cord-294815-mhqe3xjz 153 31 for for IN cord-294815-mhqe3xjz 153 32 questions question NNS cord-294815-mhqe3xjz 153 33 to to TO cord-294815-mhqe3xjz 153 34 be be VB cord-294815-mhqe3xjz 153 35 answered answer VBN cord-294815-mhqe3xjz 153 36 model model NN cord-294815-mhqe3xjz 153 37 based base VBN cord-294815-mhqe3xjz 153 38 ( ( -LRB- cord-294815-mhqe3xjz 153 39 no no DT cord-294815-mhqe3xjz 153 40 age age NN cord-294815-mhqe3xjz 153 41 structure structure NN cord-294815-mhqe3xjz 153 42 , , , cord-294815-mhqe3xjz 153 43 no no DT cord-294815-mhqe3xjz 153 44 time time NN cord-294815-mhqe3xjz 153 45 varying vary VBG cord-294815-mhqe3xjz 153 46 reporting reporting NN cord-294815-mhqe3xjz 153 47 delay delay NN cord-294815-mhqe3xjz 153 48 , , , cord-294815-mhqe3xjz 153 49 no no DT cord-294815-mhqe3xjz 153 50 incubation incubation NN cord-294815-mhqe3xjz 153 51 delay delay NN cord-294815-mhqe3xjz 153 52 ) ) -RRB- cord-294815-mhqe3xjz 153 53 . . . cord-294815-mhqe3xjz 154 1 In in IN cord-294815-mhqe3xjz 154 2 contrast contrast NN cord-294815-mhqe3xjz 154 3 , , , cord-294815-mhqe3xjz 154 4 our -PRON- PRP$ cord-294815-mhqe3xjz 154 5 approach approach NN cord-294815-mhqe3xjz 154 6 is be VBZ cord-294815-mhqe3xjz 154 7 more more JJR cord-294815-mhqe3xjz 154 8 data datum NNS cord-294815-mhqe3xjz 154 9 driven drive VBN cord-294815-mhqe3xjz 154 10 with with IN cord-294815-mhqe3xjz 154 11 a a DT cord-294815-mhqe3xjz 154 12 minimum minimum NN cord-294815-mhqe3xjz 154 13 of of IN cord-294815-mhqe3xjz 154 14 modeling model VBG cord-294815-mhqe3xjz 154 15 assumptions assumption NNS cord-294815-mhqe3xjz 154 16 and and CC cord-294815-mhqe3xjz 154 17 without without IN cord-294815-mhqe3xjz 154 18 the the DT cord-294815-mhqe3xjz 154 19 need need NN cord-294815-mhqe3xjz 154 20 to to TO cord-294815-mhqe3xjz 154 21 include include VB cord-294815-mhqe3xjz 154 22 strong strong JJ cord-294815-mhqe3xjz 154 23 prior prior JJ cord-294815-mhqe3xjz 154 24 information information NN cord-294815-mhqe3xjz 154 25 about about IN cord-294815-mhqe3xjz 154 26 the the DT cord-294815-mhqe3xjz 154 27 change change NN cord-294815-mhqe3xjz 154 28 points point NNS cord-294815-mhqe3xjz 154 29 . . . cord-294815-mhqe3xjz 155 1 Directly directly RB cord-294815-mhqe3xjz 155 2 using use VBG cord-294815-mhqe3xjz 155 3 a a DT cord-294815-mhqe3xjz 155 4 segmented segmented JJ cord-294815-mhqe3xjz 155 5 curve curve NN cord-294815-mhqe3xjz 155 6 with with IN cord-294815-mhqe3xjz 155 7 exponential exponential JJ cord-294815-mhqe3xjz 155 8 growth growth NN cord-294815-mhqe3xjz 155 9 ( ( -LRB- cord-294815-mhqe3xjz 155 10 decline decline NN cord-294815-mhqe3xjz 155 11 ) ) -RRB- cord-294815-mhqe3xjz 155 12 is be VBZ cord-294815-mhqe3xjz 155 13 in in IN cord-294815-mhqe3xjz 155 14 line line NN cord-294815-mhqe3xjz 155 15 with with IN cord-294815-mhqe3xjz 155 16 common common JJ cord-294815-mhqe3xjz 155 17 models model NNS cord-294815-mhqe3xjz 155 18 of of IN cord-294815-mhqe3xjz 155 19 infectious infectious JJ cord-294815-mhqe3xjz 155 20 diseases disease NNS cord-294815-mhqe3xjz 155 21 in in IN cord-294815-mhqe3xjz 155 22 its -PRON- PRP$ cord-294815-mhqe3xjz 155 23 early early JJ cord-294815-mhqe3xjz 155 24 stages stage NNS cord-294815-mhqe3xjz 155 25 , , , cord-294815-mhqe3xjz 155 26 where where WRB cord-294815-mhqe3xjz 155 27 the the DT cord-294815-mhqe3xjz 155 28 limitation limitation NN cord-294815-mhqe3xjz 155 29 of of IN cord-294815-mhqe3xjz 155 30 the the DT cord-294815-mhqe3xjz 155 31 spread spread NN cord-294815-mhqe3xjz 155 32 by by IN cord-294815-mhqe3xjz 155 33 immune immune JJ cord-294815-mhqe3xjz 155 34 persons person NNS cord-294815-mhqe3xjz 155 35 plays play VBZ cord-294815-mhqe3xjz 155 36 no no DT cord-294815-mhqe3xjz 155 37 role role NN cord-294815-mhqe3xjz 155 38 . . . cord-294815-mhqe3xjz 156 1 The the DT cord-294815-mhqe3xjz 156 2 problem problem NN cord-294815-mhqe3xjz 156 3 of of IN cord-294815-mhqe3xjz 156 4 using use VBG cord-294815-mhqe3xjz 156 5 complex complex JJ cord-294815-mhqe3xjz 156 6 models model NNS cord-294815-mhqe3xjz 156 7 with with IN cord-294815-mhqe3xjz 156 8 many many JJ cord-294815-mhqe3xjz 156 9 parameters parameter NNS cord-294815-mhqe3xjz 156 10 for for IN cord-294815-mhqe3xjz 156 11 the the DT cord-294815-mhqe3xjz 156 12 evaluation evaluation NN cord-294815-mhqe3xjz 156 13 of of IN cord-294815-mhqe3xjz 156 14 governmental governmental JJ cord-294815-mhqe3xjz 156 15 measures measure NNS cord-294815-mhqe3xjz 156 16 has have VBZ cord-294815-mhqe3xjz 156 17 also also RB cord-294815-mhqe3xjz 156 18 been be VBN cord-294815-mhqe3xjz 156 19 highlighted highlight VBN cord-294815-mhqe3xjz 156 20 by by IN cord-294815-mhqe3xjz 156 21 [ [ -LRB- cord-294815-mhqe3xjz 156 22 22 22 CD cord-294815-mhqe3xjz 156 23 ] ] -RRB- cord-294815-mhqe3xjz 156 24 . . . cord-294815-mhqe3xjz 157 1 Our -PRON- PRP$ cord-294815-mhqe3xjz 157 2 approach approach NN cord-294815-mhqe3xjz 157 3 is be VBZ cord-294815-mhqe3xjz 157 4 similar similar JJ cord-294815-mhqe3xjz 157 5 to to IN cord-294815-mhqe3xjz 157 6 that that DT cord-294815-mhqe3xjz 157 7 of of IN cord-294815-mhqe3xjz 157 8 [ [ -LRB- cord-294815-mhqe3xjz 157 9 9 9 CD cord-294815-mhqe3xjz 157 10 ] ] -RRB- cord-294815-mhqe3xjz 157 11 . . . cord-294815-mhqe3xjz 158 1 However however RB cord-294815-mhqe3xjz 158 2 , , , cord-294815-mhqe3xjz 158 3 using use VBG cord-294815-mhqe3xjz 158 4 change change NN cord-294815-mhqe3xjz 158 5 point point NN cord-294815-mhqe3xjz 158 6 analysis analysis NN cord-294815-mhqe3xjz 158 7 for for IN cord-294815-mhqe3xjz 158 8 variables variable NNS cord-294815-mhqe3xjz 158 9 derived derive VBN cord-294815-mhqe3xjz 158 10 from from IN cord-294815-mhqe3xjz 158 11 daily daily JJ cord-294815-mhqe3xjz 158 12 new new JJ cord-294815-mhqe3xjz 158 13 infections infection NNS cord-294815-mhqe3xjz 158 14 appears appear VBZ cord-294815-mhqe3xjz 158 15 problematic problematic JJ cord-294815-mhqe3xjz 158 16 , , , cord-294815-mhqe3xjz 158 17 since since IN cord-294815-mhqe3xjz 158 18 assumptions assumption NNS cord-294815-mhqe3xjz 158 19 modeling model VBG cord-294815-mhqe3xjz 158 20 the the DT cord-294815-mhqe3xjz 158 21 reproduction reproduction NN cord-294815-mhqe3xjz 158 22 number number NN cord-294815-mhqe3xjz 158 23 R(t R(t NNP cord-294815-mhqe3xjz 158 24 ) ) -RRB- cord-294815-mhqe3xjz 158 25 or or CC cord-294815-mhqe3xjz 158 26 the the DT cord-294815-mhqe3xjz 158 27 cumulative cumulative JJ cord-294815-mhqe3xjz 158 28 numbers number NNS cord-294815-mhqe3xjz 158 29 are be VBP cord-294815-mhqe3xjz 158 30 questionable questionable JJ cord-294815-mhqe3xjz 158 31 . . . cord-294815-mhqe3xjz 159 1 More more RBR cord-294815-mhqe3xjz 159 2 specifically specifically RB cord-294815-mhqe3xjz 159 3 , , , cord-294815-mhqe3xjz 159 4 the the DT cord-294815-mhqe3xjz 159 5 use use NN cord-294815-mhqe3xjz 159 6 of of IN cord-294815-mhqe3xjz 159 7 the the DT cord-294815-mhqe3xjz 159 8 time time NN cord-294815-mhqe3xjz 159 9 - - HYPH cord-294815-mhqe3xjz 159 10 varying vary VBG cord-294815-mhqe3xjz 159 11 reproduction reproduction NN cord-294815-mhqe3xjz 159 12 number number NN cord-294815-mhqe3xjz 159 13 R(t R(t NNP cord-294815-mhqe3xjz 159 14 ) ) -RRB- cord-294815-mhqe3xjz 159 15 , , , cord-294815-mhqe3xjz 159 16 a a DT cord-294815-mhqe3xjz 159 17 standard standard JJ cord-294815-mhqe3xjz 159 18 measure measure NN cord-294815-mhqe3xjz 159 19 to to TO cord-294815-mhqe3xjz 159 20 describe describe VB cord-294815-mhqe3xjz 159 21 the the DT cord-294815-mhqe3xjz 159 22 course course NN cord-294815-mhqe3xjz 159 23 of of IN cord-294815-mhqe3xjz 159 24 an an DT cord-294815-mhqe3xjz 159 25 epidemic epidemic NN cord-294815-mhqe3xjz 159 26 is be VBZ cord-294815-mhqe3xjz 159 27 challenging challenging JJ cord-294815-mhqe3xjz 159 28 , , , cord-294815-mhqe3xjz 159 29 as as IN cord-294815-mhqe3xjz 159 30 different different JJ cord-294815-mhqe3xjz 159 31 definitions definition NNS cord-294815-mhqe3xjz 159 32 have have VBP cord-294815-mhqe3xjz 159 33 been be VBN cord-294815-mhqe3xjz 159 34 proposed propose VBN cord-294815-mhqe3xjz 159 35 in in IN cord-294815-mhqe3xjz 159 36 the the DT cord-294815-mhqe3xjz 159 37 literature literature NN cord-294815-mhqe3xjz 159 38 that that WDT cord-294815-mhqe3xjz 159 39 also also RB cord-294815-mhqe3xjz 159 40 imply imply VBP cord-294815-mhqe3xjz 159 41 different different JJ cord-294815-mhqe3xjz 159 42 interpretations interpretation NNS cord-294815-mhqe3xjz 159 43 ( ( -LRB- cord-294815-mhqe3xjz 159 44 see see VB cord-294815-mhqe3xjz 159 45 [ [ -LRB- cord-294815-mhqe3xjz 159 46 23 23 CD cord-294815-mhqe3xjz 159 47 , , , cord-294815-mhqe3xjz 159 48 24 24 CD cord-294815-mhqe3xjz 159 49 ] ] -RRB- cord-294815-mhqe3xjz 159 50 ) ) -RRB- cord-294815-mhqe3xjz 159 51 . . . cord-294815-mhqe3xjz 160 1 However however RB cord-294815-mhqe3xjz 160 2 , , , cord-294815-mhqe3xjz 160 3 the the DT cord-294815-mhqe3xjz 160 4 analysis analysis NN cord-294815-mhqe3xjz 160 5 of of IN cord-294815-mhqe3xjz 160 6 R(t R(t NNP cord-294815-mhqe3xjz 160 7 ) ) -RRB- cord-294815-mhqe3xjz 160 8 as as IN cord-294815-mhqe3xjz 160 9 a a DT cord-294815-mhqe3xjz 160 10 relative relative JJ cord-294815-mhqe3xjz 160 11 measure measure NN cord-294815-mhqe3xjz 160 12 can can MD cord-294815-mhqe3xjz 160 13 be be VB cord-294815-mhqe3xjz 160 14 useful useful JJ cord-294815-mhqe3xjz 160 15 , , , cord-294815-mhqe3xjz 160 16 when when WRB cord-294815-mhqe3xjz 160 17 one one PRP cord-294815-mhqe3xjz 160 18 wants want VBZ cord-294815-mhqe3xjz 160 19 to to TO cord-294815-mhqe3xjz 160 20 analyze analyze VB cord-294815-mhqe3xjz 160 21 data datum NNS cord-294815-mhqe3xjz 160 22 from from IN cord-294815-mhqe3xjz 160 23 different different JJ cord-294815-mhqe3xjz 160 24 countries country NNS cord-294815-mhqe3xjz 160 25 with with IN cord-294815-mhqe3xjz 160 26 non non JJ cord-294815-mhqe3xjz 160 27 comparable comparable JJ cord-294815-mhqe3xjz 160 28 reporting reporting NN cord-294815-mhqe3xjz 160 29 systems system NNS cord-294815-mhqe3xjz 160 30 , , , cord-294815-mhqe3xjz 160 31 see see VB cord-294815-mhqe3xjz 160 32 [ [ -LRB- cord-294815-mhqe3xjz 160 33 3 3 CD cord-294815-mhqe3xjz 160 34 ] ] -RRB- cord-294815-mhqe3xjz 160 35 . . . cord-294815-mhqe3xjz 161 1 We -PRON- PRP cord-294815-mhqe3xjz 161 2 prefer prefer VBP cord-294815-mhqe3xjz 161 3 the the DT cord-294815-mhqe3xjz 161 4 direct direct JJ cord-294815-mhqe3xjz 161 5 use use NN cord-294815-mhqe3xjz 161 6 of of IN cord-294815-mhqe3xjz 161 7 a a DT cord-294815-mhqe3xjz 161 8 Poisson Poisson NNP cord-294815-mhqe3xjz 161 9 regression regression NN cord-294815-mhqe3xjz 161 10 model model NN cord-294815-mhqe3xjz 161 11 with with IN cord-294815-mhqe3xjz 161 12 a a DT cord-294815-mhqe3xjz 161 13 more more RBR cord-294815-mhqe3xjz 161 14 plausible plausible JJ cord-294815-mhqe3xjz 161 15 assumptions assumption NNS cord-294815-mhqe3xjz 161 16 about about IN cord-294815-mhqe3xjz 161 17 the the DT cord-294815-mhqe3xjz 161 18 error error NN cord-294815-mhqe3xjz 161 19 terms term NNS cord-294815-mhqe3xjz 161 20 instead instead RB cord-294815-mhqe3xjz 161 21 of of IN cord-294815-mhqe3xjz 161 22 using use VBG cord-294815-mhqe3xjz 161 23 OLS OLS NNP cord-294815-mhqe3xjz 161 24 for for IN cord-294815-mhqe3xjz 161 25 logarithmic logarithmic JJ cord-294815-mhqe3xjz 161 26 case case NN cord-294815-mhqe3xjz 161 27 numbers number NNS cord-294815-mhqe3xjz 161 28 . . . cord-294815-mhqe3xjz 162 1 Furthermore furthermore RB cord-294815-mhqe3xjz 162 2 , , , cord-294815-mhqe3xjz 162 3 we -PRON- PRP cord-294815-mhqe3xjz 162 4 apply apply VBP cord-294815-mhqe3xjz 162 5 a a DT cord-294815-mhqe3xjz 162 6 direct direct JJ cord-294815-mhqe3xjz 162 7 maximum maximum JJ cord-294815-mhqe3xjz 162 8 likelihood likelihood NN cord-294815-mhqe3xjz 162 9 estimation estimation NN cord-294815-mhqe3xjz 162 10 of of IN cord-294815-mhqe3xjz 162 11 the the DT cord-294815-mhqe3xjz 162 12 change change NN cord-294815-mhqe3xjz 162 13 points point NNS cord-294815-mhqe3xjz 162 14 of of IN cord-294815-mhqe3xjz 162 15 the the DT cord-294815-mhqe3xjz 162 16 segmented segmented JJ cord-294815-mhqe3xjz 162 17 regression regression NN cord-294815-mhqe3xjz 162 18 model model NN cord-294815-mhqe3xjz 162 19 . . . cord-294815-mhqe3xjz 163 1 For for IN cord-294815-mhqe3xjz 163 2 the the DT cord-294815-mhqe3xjz 163 3 interpretation interpretation NN cord-294815-mhqe3xjz 163 4 of of IN cord-294815-mhqe3xjz 163 5 the the DT cord-294815-mhqe3xjz 163 6 model model NN cord-294815-mhqe3xjz 163 7 based base VBN cord-294815-mhqe3xjz 163 8 on on IN cord-294815-mhqe3xjz 163 9 disease disease NN cord-294815-mhqe3xjz 163 10 onsets onset NNS cord-294815-mhqe3xjz 163 11 , , , cord-294815-mhqe3xjz 163 12 we -PRON- PRP cord-294815-mhqe3xjz 163 13 also also RB cord-294815-mhqe3xjz 163 14 use use VBP cord-294815-mhqe3xjz 163 15 a a DT cord-294815-mhqe3xjz 163 16 simple simple JJ cord-294815-mhqe3xjz 163 17 difference difference NN cord-294815-mhqe3xjz 163 18 of of IN cord-294815-mhqe3xjz 163 19 five five CD cord-294815-mhqe3xjz 163 20 days day NNS cord-294815-mhqe3xjz 163 21 to to TO cord-294815-mhqe3xjz 163 22 take take VB cord-294815-mhqe3xjz 163 23 the the DT cord-294815-mhqe3xjz 163 24 incubation incubation NN cord-294815-mhqe3xjz 163 25 time time NN cord-294815-mhqe3xjz 163 26 into into IN cord-294815-mhqe3xjz 163 27 account account NN cord-294815-mhqe3xjz 163 28 . . . cord-294815-mhqe3xjz 164 1 Our -PRON- PRP$ cord-294815-mhqe3xjz 164 2 results result NNS cord-294815-mhqe3xjz 164 3 are be VBP cord-294815-mhqe3xjz 164 4 similar similar JJ cord-294815-mhqe3xjz 164 5 to to IN cord-294815-mhqe3xjz 164 6 that that DT cord-294815-mhqe3xjz 164 7 of of IN cord-294815-mhqe3xjz 164 8 [ [ -LRB- cord-294815-mhqe3xjz 164 9 9 9 CD cord-294815-mhqe3xjz 164 10 ] ] -RRB- cord-294815-mhqe3xjz 164 11 . . . cord-294815-mhqe3xjz 165 1 However however RB cord-294815-mhqe3xjz 165 2 , , , cord-294815-mhqe3xjz 165 3 the the DT cord-294815-mhqe3xjz 165 4 claim claim NN cord-294815-mhqe3xjz 165 5 that that IN cord-294815-mhqe3xjz 165 6 there there EX cord-294815-mhqe3xjz 165 7 is be VBZ cord-294815-mhqe3xjz 165 8 no no DT cord-294815-mhqe3xjz 165 9 evidence evidence NN cord-294815-mhqe3xjz 165 10 for for IN cord-294815-mhqe3xjz 165 11 the the DT cord-294815-mhqe3xjz 165 12 effect effect NN cord-294815-mhqe3xjz 165 13 of of IN cord-294815-mhqe3xjz 165 14 governmental governmental JJ cord-294815-mhqe3xjz 165 15 measures measure NNS cord-294815-mhqe3xjz 165 16 is be VBZ cord-294815-mhqe3xjz 165 17 not not RB cord-294815-mhqe3xjz 165 18 supported support VBN cord-294815-mhqe3xjz 165 19 by by IN cord-294815-mhqe3xjz 165 20 our -PRON- PRP$ cord-294815-mhqe3xjz 165 21 analysis analysis NN cord-294815-mhqe3xjz 165 22 . . . cord-294815-mhqe3xjz 166 1 Our -PRON- PRP$ cord-294815-mhqe3xjz 166 2 result result NN cord-294815-mhqe3xjz 166 3 is be VBZ cord-294815-mhqe3xjz 166 4 in in IN cord-294815-mhqe3xjz 166 5 line line NN cord-294815-mhqe3xjz 166 6 with with IN cord-294815-mhqe3xjz 166 7 that that DT cord-294815-mhqe3xjz 166 8 of of IN cord-294815-mhqe3xjz 166 9 [ [ -LRB- cord-294815-mhqe3xjz 166 10 25 25 CD cord-294815-mhqe3xjz 166 11 ] ] -RRB- cord-294815-mhqe3xjz 166 12 , , , cord-294815-mhqe3xjz 166 13 where where WRB cord-294815-mhqe3xjz 166 14 a a DT cord-294815-mhqe3xjz 166 15 stop stop NN cord-294815-mhqe3xjz 166 16 of of IN cord-294815-mhqe3xjz 166 17 exponential exponential JJ cord-294815-mhqe3xjz 166 18 growth growth NN cord-294815-mhqe3xjz 166 19 in in IN cord-294815-mhqe3xjz 166 20 Great Great NNP cord-294815-mhqe3xjz 166 21 Britain Britain NNP cord-294815-mhqe3xjz 166 22 has have VBZ cord-294815-mhqe3xjz 166 23 been be VBN cord-294815-mhqe3xjz 166 24 before before IN cord-294815-mhqe3xjz 166 25 the the DT cord-294815-mhqe3xjz 166 26 shutdown shutdown NN cord-294815-mhqe3xjz 166 27 . . . cord-294815-mhqe3xjz 167 1 Furthermore furthermore RB cord-294815-mhqe3xjz 167 2 , , , cord-294815-mhqe3xjz 167 3 the the DT cord-294815-mhqe3xjz 167 4 effect effect NN cord-294815-mhqe3xjz 167 5 of of IN cord-294815-mhqe3xjz 167 6 governmental governmental JJ cord-294815-mhqe3xjz 167 7 measures measure NNS cord-294815-mhqe3xjz 167 8 as as IN cord-294815-mhqe3xjz 167 9 whole whole NN cord-294815-mhqe3xjz 167 10 is be VBZ cord-294815-mhqe3xjz 167 11 clearly clearly RB cord-294815-mhqe3xjz 167 12 documented document VBN cord-294815-mhqe3xjz 167 13 in in IN cord-294815-mhqe3xjz 167 14 the the DT cord-294815-mhqe3xjz 167 15 literature literature NN cord-294815-mhqe3xjz 167 16 , , , cord-294815-mhqe3xjz 167 17 see see VB cord-294815-mhqe3xjz 167 18 , , , cord-294815-mhqe3xjz 167 19 e.g. e.g. RB cord-294815-mhqe3xjz 167 20 , , , cord-294815-mhqe3xjz 167 21 [ [ -LRB- cord-294815-mhqe3xjz 167 22 1 1 CD cord-294815-mhqe3xjz 167 23 ] ] -RRB- cord-294815-mhqe3xjz 167 24 and and CC cord-294815-mhqe3xjz 167 25 [ [ -LRB- cord-294815-mhqe3xjz 167 26 2 2 CD cord-294815-mhqe3xjz 167 27 ] ] -RRB- cord-294815-mhqe3xjz 167 28 .Our .Our . cord-294815-mhqe3xjz 167 29 result result VB cord-294815-mhqe3xjz 167 30 on on IN cord-294815-mhqe3xjz 167 31 a a DT cord-294815-mhqe3xjz 167 32 possible possible JJ cord-294815-mhqe3xjz 167 33 effect effect NN cord-294815-mhqe3xjz 167 34 of of IN cord-294815-mhqe3xjz 167 35 the the DT cord-294815-mhqe3xjz 167 36 ban ban NN cord-294815-mhqe3xjz 167 37 of of IN cord-294815-mhqe3xjz 167 38 mass mass JJ cord-294815-mhqe3xjz 167 39 events event NNS cord-294815-mhqe3xjz 167 40 is be VBZ cord-294815-mhqe3xjz 167 41 also also RB cord-294815-mhqe3xjz 167 42 in in IN cord-294815-mhqe3xjz 167 43 line line NN cord-294815-mhqe3xjz 167 44 with with IN cord-294815-mhqe3xjz 167 45 the the DT cord-294815-mhqe3xjz 167 46 results result NNS cord-294815-mhqe3xjz 167 47 of of IN cord-294815-mhqe3xjz 167 48 [ [ -LRB- cord-294815-mhqe3xjz 167 49 3 3 CD cord-294815-mhqe3xjz 167 50 ] ] -RRB- cord-294815-mhqe3xjz 167 51 . . . cord-294815-mhqe3xjz 167 52 . . . cord-294815-mhqe3xjz 168 1 CC CC NNP cord-294815-mhqe3xjz 168 2 - - HYPH cord-294815-mhqe3xjz 168 3 BY BY NNP cord-294815-mhqe3xjz 168 4 - - HYPH cord-294815-mhqe3xjz 168 5 NC NC NNP cord-294815-mhqe3xjz 168 6 - - HYPH cord-294815-mhqe3xjz 168 7 ND ND NNP cord-294815-mhqe3xjz 168 8 4.0 4.0 CD cord-294815-mhqe3xjz 168 9 International international JJ cord-294815-mhqe3xjz 168 10 license license NN cord-294815-mhqe3xjz 169 1 It -PRON- PRP cord-294815-mhqe3xjz 169 2 is be VBZ cord-294815-mhqe3xjz 169 3 made make VBN cord-294815-mhqe3xjz 169 4 available available JJ cord-294815-mhqe3xjz 169 5 under under IN cord-294815-mhqe3xjz 169 6 a a DT cord-294815-mhqe3xjz 170 1 is be VBZ cord-294815-mhqe3xjz 170 2 the the DT cord-294815-mhqe3xjz 170 3 author author NN cord-294815-mhqe3xjz 170 4 / / SYM cord-294815-mhqe3xjz 170 5 funder funder NN cord-294815-mhqe3xjz 170 6 , , , cord-294815-mhqe3xjz 170 7 who who WP cord-294815-mhqe3xjz 170 8 has have VBZ cord-294815-mhqe3xjz 170 9 granted grant VBN cord-294815-mhqe3xjz 170 10 medRxiv medRxiv NNS cord-294815-mhqe3xjz 170 11 a a DT cord-294815-mhqe3xjz 170 12 license license NN cord-294815-mhqe3xjz 170 13 to to TO cord-294815-mhqe3xjz 170 14 display display VB cord-294815-mhqe3xjz 170 15 the the DT cord-294815-mhqe3xjz 170 16 preprint preprint NN cord-294815-mhqe3xjz 170 17 in in IN cord-294815-mhqe3xjz 170 18 perpetuity perpetuity NN cord-294815-mhqe3xjz 170 19 . . . cord-294815-mhqe3xjz 171 1 The the DT cord-294815-mhqe3xjz 171 2 copyright copyright NN cord-294815-mhqe3xjz 171 3 holder holder NN cord-294815-mhqe3xjz 171 4 for for IN cord-294815-mhqe3xjz 171 5 this this DT cord-294815-mhqe3xjz 171 6 preprint preprint NN cord-294815-mhqe3xjz 171 7 this this DT cord-294815-mhqe3xjz 171 8 version version NN cord-294815-mhqe3xjz 171 9 posted post VBD cord-294815-mhqe3xjz 171 10 October October NNP cord-294815-mhqe3xjz 171 11 30 30 CD cord-294815-mhqe3xjz 171 12 , , , cord-294815-mhqe3xjz 171 13 2020 2020 CD cord-294815-mhqe3xjz 171 14 . . . cord-294815-mhqe3xjz 172 1 ; ; : cord-294815-mhqe3xjz 172 2 The the DT cord-294815-mhqe3xjz 172 3 temporal temporal JJ cord-294815-mhqe3xjz 172 4 connection connection NN cord-294815-mhqe3xjz 172 5 between between IN cord-294815-mhqe3xjz 172 6 the the DT cord-294815-mhqe3xjz 172 7 change change NN cord-294815-mhqe3xjz 172 8 points point NNS cord-294815-mhqe3xjz 172 9 in in IN cord-294815-mhqe3xjz 172 10 our -PRON- PRP$ cord-294815-mhqe3xjz 172 11 analysis analysis NN cord-294815-mhqe3xjz 172 12 and and CC cord-294815-mhqe3xjz 172 13 various various JJ cord-294815-mhqe3xjz 172 14 control control NN cord-294815-mhqe3xjz 172 15 measures measure NNS cord-294815-mhqe3xjz 172 16 should should MD cord-294815-mhqe3xjz 172 17 be be VB cord-294815-mhqe3xjz 172 18 interpreted interpret VBN cord-294815-mhqe3xjz 172 19 as as IN cord-294815-mhqe3xjz 172 20 an an DT cord-294815-mhqe3xjz 172 21 association association NN cord-294815-mhqe3xjz 172 22 , , , cord-294815-mhqe3xjz 172 23 rather rather RB cord-294815-mhqe3xjz 172 24 than than IN cord-294815-mhqe3xjz 172 25 a a DT cord-294815-mhqe3xjz 172 26 direct direct JJ cord-294815-mhqe3xjz 172 27 causal causal JJ cord-294815-mhqe3xjz 172 28 relationship relationship NN cord-294815-mhqe3xjz 172 29 . . . cord-294815-mhqe3xjz 173 1 In in IN cord-294815-mhqe3xjz 173 2 the the DT cord-294815-mhqe3xjz 173 3 end end NN cord-294815-mhqe3xjz 173 4 many many JJ cord-294815-mhqe3xjz 173 5 other other JJ cord-294815-mhqe3xjz 173 6 explanations explanation NNS cord-294815-mhqe3xjz 173 7 exists exist VBZ cord-294815-mhqe3xjz 173 8 and and CC cord-294815-mhqe3xjz 173 9 from from IN cord-294815-mhqe3xjz 173 10 a a DT cord-294815-mhqe3xjz 173 11 simple simple JJ cord-294815-mhqe3xjz 173 12 time time NN cord-294815-mhqe3xjz 173 13 series series NN cord-294815-mhqe3xjz 173 14 analysis analysis NN cord-294815-mhqe3xjz 173 15 it -PRON- PRP cord-294815-mhqe3xjz 173 16 is be VBZ cord-294815-mhqe3xjz 173 17 not not RB cord-294815-mhqe3xjz 173 18 possible possible JJ cord-294815-mhqe3xjz 173 19 to to TO cord-294815-mhqe3xjz 173 20 say say VB cord-294815-mhqe3xjz 173 21 to to IN cord-294815-mhqe3xjz 173 22 what what WDT cord-294815-mhqe3xjz 173 23 extent extent NN cord-294815-mhqe3xjz 173 24 the the DT cord-294815-mhqe3xjz 173 25 population population NN cord-294815-mhqe3xjz 173 26 already already RB cord-294815-mhqe3xjz 173 27 had have VBD cord-294815-mhqe3xjz 173 28 changed change VBN cord-294815-mhqe3xjz 173 29 their -PRON- PRP$ cord-294815-mhqe3xjz 173 30 behavior behavior NN cord-294815-mhqe3xjz 173 31 voluntarily voluntarily RB cord-294815-mhqe3xjz 173 32 , , , cord-294815-mhqe3xjz 173 33 as as IN cord-294815-mhqe3xjz 173 34 for for IN cord-294815-mhqe3xjz 173 35 example example NN cord-294815-mhqe3xjz 173 36 observed observe VBN cord-294815-mhqe3xjz 173 37 in in IN cord-294815-mhqe3xjz 173 38 mobility mobility NN cord-294815-mhqe3xjz 173 39 data datum NNS cord-294815-mhqe3xjz 173 40 [ [ -LRB- cord-294815-mhqe3xjz 173 41 26 26 CD cord-294815-mhqe3xjz 173 42 ] ] -RRB- cord-294815-mhqe3xjz 173 43 , , , cord-294815-mhqe3xjz 173 44 and and CC cord-294815-mhqe3xjz 173 45 in in IN cord-294815-mhqe3xjz 173 46 what what WDT cord-294815-mhqe3xjz 173 47 way way NN cord-294815-mhqe3xjz 173 48 the the DT cord-294815-mhqe3xjz 173 49 measures measure NNS cord-294815-mhqe3xjz 173 50 contributed contribute VBD cord-294815-mhqe3xjz 173 51 to to IN cord-294815-mhqe3xjz 173 52 this this DT cord-294815-mhqe3xjz 173 53 . . . cord-294815-mhqe3xjz 174 1 More More JJR cord-294815-mhqe3xjz 174 2 speculative speculative JJ cord-294815-mhqe3xjz 174 3 alternative alternative JJ cord-294815-mhqe3xjz 174 4 explanations explanation NNS cord-294815-mhqe3xjz 174 5 would would MD cord-294815-mhqe3xjz 174 6 include include VB cord-294815-mhqe3xjz 174 7 the the DT cord-294815-mhqe3xjz 174 8 possibility possibility NN cord-294815-mhqe3xjz 174 9 of of IN cord-294815-mhqe3xjz 174 10 a a DT cord-294815-mhqe3xjz 174 11 seasonal seasonal JJ cord-294815-mhqe3xjz 174 12 effect effect NN cord-294815-mhqe3xjz 174 13 on on IN cord-294815-mhqe3xjz 174 14 coronavirus coronavirus NN cord-294815-mhqe3xjz 174 15 activity activity NN cord-294815-mhqe3xjz 174 16 ( ( -LRB- cord-294815-mhqe3xjz 174 17 e.g. e.g. RB cord-294815-mhqe3xjz 174 18 related relate VBN cord-294815-mhqe3xjz 174 19 to to IN cord-294815-mhqe3xjz 174 20 temperature temperature NN cord-294815-mhqe3xjz 174 21 ) ) -RRB- cord-294815-mhqe3xjz 174 22 or or CC cord-294815-mhqe3xjz 174 23 changes change NNS cord-294815-mhqe3xjz 174 24 in in IN cord-294815-mhqe3xjz 174 25 test test NN cord-294815-mhqe3xjz 174 26 capacity capacity NN cord-294815-mhqe3xjz 174 27 or or CC cord-294815-mhqe3xjz 174 28 the the DT cord-294815-mhqe3xjz 174 29 case case NN cord-294815-mhqe3xjz 174 30 detection detection NN cord-294815-mhqe3xjz 174 31 ratio ratio NN cord-294815-mhqe3xjz 174 32 . . . cord-294815-mhqe3xjz 175 1 However however RB cord-294815-mhqe3xjz 175 2 , , , cord-294815-mhqe3xjz 175 3 given give VBN cord-294815-mhqe3xjz 175 4 the the DT cord-294815-mhqe3xjz 175 5 re re NN cord-294815-mhqe3xjz 175 6 - - NN cord-294815-mhqe3xjz 175 7 emergence emergence NN cord-294815-mhqe3xjz 175 8 of of IN cord-294815-mhqe3xjz 175 9 the the DT cord-294815-mhqe3xjz 175 10 epidemic epidemic NN cord-294815-mhqe3xjz 175 11 in in IN cord-294815-mhqe3xjz 175 12 the the DT cord-294815-mhqe3xjz 175 13 fall fall NN cord-294815-mhqe3xjz 175 14 of of IN cord-294815-mhqe3xjz 175 15 2020 2020 CD cord-294815-mhqe3xjz 175 16 at at IN cord-294815-mhqe3xjz 175 17 high high JJ cord-294815-mhqe3xjz 175 18 test test NN cord-294815-mhqe3xjz 175 19 capacity capacity NN cord-294815-mhqe3xjz 175 20 and and CC cord-294815-mhqe3xjz 175 21 at at IN cord-294815-mhqe3xjz 175 22 relatively relatively RB cord-294815-mhqe3xjz 175 23 high high JJ cord-294815-mhqe3xjz 175 24 temperatures temperature NNS cord-294815-mhqe3xjz 175 25 shows show VBZ cord-294815-mhqe3xjz 175 26 that that IN cord-294815-mhqe3xjz 175 27 contact contact NN cord-294815-mhqe3xjz 175 28 behavior behavior NN cord-294815-mhqe3xjz 175 29 is be VBZ cord-294815-mhqe3xjz 175 30 the the DT cord-294815-mhqe3xjz 175 31 major major JJ cord-294815-mhqe3xjz 175 32 explanatory explanatory JJ cord-294815-mhqe3xjz 175 33 factor factor NN cord-294815-mhqe3xjz 175 34 for for IN cord-294815-mhqe3xjz 175 35 virus virus NN cord-294815-mhqe3xjz 175 36 activity activity NN cord-294815-mhqe3xjz 175 37 . . . cord-294815-mhqe3xjz 176 1 Nevertheless nevertheless RB cord-294815-mhqe3xjz 176 2 , , , cord-294815-mhqe3xjz 176 3 any any DT cord-294815-mhqe3xjz 176 4 analysis analysis NN cord-294815-mhqe3xjz 176 5 of of IN cord-294815-mhqe3xjz 176 6 observational observational JJ cord-294815-mhqe3xjz 176 7 time time NNP cord-294815-mhqe3xjz 176 8 series series NNP cord-294815-mhqe3xjz 176 9 data datum NNS cord-294815-mhqe3xjz 176 10 including include VBG cord-294815-mhqe3xjz 176 11 only only RB cord-294815-mhqe3xjz 176 12 a a DT cord-294815-mhqe3xjz 176 13 limited limited JJ cord-294815-mhqe3xjz 176 14 amount amount NN cord-294815-mhqe3xjz 176 15 of of IN cord-294815-mhqe3xjz 176 16 explanatory explanatory JJ cord-294815-mhqe3xjz 176 17 factors factor NNS cord-294815-mhqe3xjz 176 18 has have VBZ cord-294815-mhqe3xjz 176 19 to to TO cord-294815-mhqe3xjz 176 20 be be VB cord-294815-mhqe3xjz 176 21 interpreted interpret VBN cord-294815-mhqe3xjz 176 22 with with IN cord-294815-mhqe3xjz 176 23 care care NN cord-294815-mhqe3xjz 176 24 and and CC cord-294815-mhqe3xjz 176 25 with with IN cord-294815-mhqe3xjz 176 26 respect respect NN cord-294815-mhqe3xjz 176 27 to to IN cord-294815-mhqe3xjz 176 28 the the DT cord-294815-mhqe3xjz 176 29 many many JJ cord-294815-mhqe3xjz 176 30 uncertainties uncertainty NNS cord-294815-mhqe3xjz 176 31 which which WDT cord-294815-mhqe3xjz 176 32 remain remain VBP cord-294815-mhqe3xjz 176 33 regarding regard VBG cord-294815-mhqe3xjz 176 34 COVID-19 COVID-19 NNP cord-294815-mhqe3xjz 176 35 [ [ -LRB- cord-294815-mhqe3xjz 176 36 27 27 CD cord-294815-mhqe3xjz 176 37 ] ] -RRB- cord-294815-mhqe3xjz 176 38 . . . cord-294815-mhqe3xjz 177 1 Despite despite IN cord-294815-mhqe3xjz 177 2 the the DT cord-294815-mhqe3xjz 177 3 limitations limitation NNS cord-294815-mhqe3xjz 177 4 of of IN cord-294815-mhqe3xjz 177 5 the the DT cord-294815-mhqe3xjz 177 6 approach approach NN cord-294815-mhqe3xjz 177 7 , , , cord-294815-mhqe3xjz 177 8 we -PRON- PRP cord-294815-mhqe3xjz 177 9 argue argue VBP cord-294815-mhqe3xjz 177 10 that that IN cord-294815-mhqe3xjz 177 11 it -PRON- PRP cord-294815-mhqe3xjz 177 12 is be VBZ cord-294815-mhqe3xjz 177 13 advantageous advantageous JJ cord-294815-mhqe3xjz 177 14 and and CC cord-294815-mhqe3xjz 177 15 important important JJ cord-294815-mhqe3xjz 177 16 to to TO cord-294815-mhqe3xjz 177 17 directly directly RB cord-294815-mhqe3xjz 177 18 interpret interpret VB cord-294815-mhqe3xjz 177 19 the the DT cord-294815-mhqe3xjz 177 20 epidemic epidemic NN cord-294815-mhqe3xjz 177 21 curve curve NN cord-294815-mhqe3xjz 177 22 and and CC cord-294815-mhqe3xjz 177 23 the the DT cord-294815-mhqe3xjz 177 24 absolute absolute JJ cord-294815-mhqe3xjz 177 25 number number NN cord-294815-mhqe3xjz 177 26 of of IN cord-294815-mhqe3xjz 177 27 cases case NNS cord-294815-mhqe3xjz 177 28 , , , cord-294815-mhqe3xjz 177 29 rather rather RB cord-294815-mhqe3xjz 177 30 than than IN cord-294815-mhqe3xjz 177 31 indirect indirect JJ cord-294815-mhqe3xjz 177 32 measures measure NNS cord-294815-mhqe3xjz 177 33 like like IN cord-294815-mhqe3xjz 177 34 the the DT cord-294815-mhqe3xjz 177 35 R(t r(t NN cord-294815-mhqe3xjz 177 36 ) ) -RRB- cord-294815-mhqe3xjz 177 37 . . . cord-294815-mhqe3xjz 178 1 Furthermore furthermore RB cord-294815-mhqe3xjz 178 2 , , , cord-294815-mhqe3xjz 178 3 the the DT cord-294815-mhqe3xjz 178 4 reproduction reproduction NN cord-294815-mhqe3xjz 178 5 rate rate NN cord-294815-mhqe3xjz 178 6 does do VBZ cord-294815-mhqe3xjz 178 7 not not RB cord-294815-mhqe3xjz 178 8 contain contain VB cord-294815-mhqe3xjz 178 9 information information NN cord-294815-mhqe3xjz 178 10 about about IN cord-294815-mhqe3xjz 178 11 how how WRB cord-294815-mhqe3xjz 178 12 many many JJ cord-294815-mhqe3xjz 178 13 people people NNS cord-294815-mhqe3xjz 178 14 are be VBP cord-294815-mhqe3xjz 178 15 currently currently RB cord-294815-mhqe3xjz 178 16 affected affect VBN cord-294815-mhqe3xjz 178 17 , , , cord-294815-mhqe3xjz 178 18 or or CC cord-294815-mhqe3xjz 178 19 whether whether IN cord-294815-mhqe3xjz 178 20 the the DT cord-294815-mhqe3xjz 178 21 infected infected JJ cord-294815-mhqe3xjz 178 22 persons person NNS cord-294815-mhqe3xjz 178 23 belong belong VBP cord-294815-mhqe3xjz 178 24 to to IN cord-294815-mhqe3xjz 178 25 risk risk NN cord-294815-mhqe3xjz 178 26 groups group NNS cord-294815-mhqe3xjz 178 27 . . . cord-294815-mhqe3xjz 179 1 The the DT cord-294815-mhqe3xjz 179 2 course course NN cord-294815-mhqe3xjz 179 3 of of IN cord-294815-mhqe3xjz 179 4 the the DT cord-294815-mhqe3xjz 179 5 time time NN cord-294815-mhqe3xjz 179 6 - - HYPH cord-294815-mhqe3xjz 179 7 varying vary VBG cord-294815-mhqe3xjz 179 8 reproduction reproduction NN cord-294815-mhqe3xjz 179 9 number number NN cord-294815-mhqe3xjz 179 10 calculated calculate VBN cord-294815-mhqe3xjz 179 11 by by IN cord-294815-mhqe3xjz 179 12 us -PRON- PRP cord-294815-mhqe3xjz 179 13 for for IN cord-294815-mhqe3xjz 179 14 Bavaria Bavaria NNP cord-294815-mhqe3xjz 179 15 fits fit VBZ cord-294815-mhqe3xjz 179 16 well well RB cord-294815-mhqe3xjz 179 17 with with IN cord-294815-mhqe3xjz 179 18 the the DT cord-294815-mhqe3xjz 179 19 change change NN cord-294815-mhqe3xjz 179 20 point point NN cord-294815-mhqe3xjz 179 21 analysis analysis NN cord-294815-mhqe3xjz 179 22 [ [ -LRB- cord-294815-mhqe3xjz 179 23 10 10 CD cord-294815-mhqe3xjz 179 24 ] ] -RRB- cord-294815-mhqe3xjz 179 25 . . . cord-294815-mhqe3xjz 180 1 A a DT cord-294815-mhqe3xjz 180 2 value value NN cord-294815-mhqe3xjz 180 3 of of IN cord-294815-mhqe3xjz 180 4 R(t r(t NN cord-294815-mhqe3xjz 180 5 ) ) -RRB- cord-294815-mhqe3xjz 181 1 > > XX cord-294815-mhqe3xjz 182 1 1 1 CD cord-294815-mhqe3xjz 182 2 corresponds correspond VBZ cord-294815-mhqe3xjz 182 3 to to IN cord-294815-mhqe3xjz 182 4 a a DT cord-294815-mhqe3xjz 182 5 rate rate NN cord-294815-mhqe3xjz 182 6 of of IN cord-294815-mhqe3xjz 182 7 increase increase NN cord-294815-mhqe3xjz 182 8 > > XX cord-294815-mhqe3xjz 182 9 1 1 CD cord-294815-mhqe3xjz 182 10 , , , cord-294815-mhqe3xjz 182 11 noting note VBG cord-294815-mhqe3xjz 182 12 that that IN cord-294815-mhqe3xjz 182 13 the the DT cord-294815-mhqe3xjz 182 14 time time NN cord-294815-mhqe3xjz 182 15 delays delay NNS cord-294815-mhqe3xjz 182 16 in in IN cord-294815-mhqe3xjz 182 17 the the DT cord-294815-mhqe3xjz 182 18 interpretation interpretation NN cord-294815-mhqe3xjz 182 19 of of IN cord-294815-mhqe3xjz 182 20 R(t R(t NNP cord-294815-mhqe3xjz 182 21 ) ) -RRB- cord-294815-mhqe3xjz 182 22 must must MD cord-294815-mhqe3xjz 182 23 be be VB cord-294815-mhqe3xjz 182 24 kept keep VBN cord-294815-mhqe3xjz 182 25 in in IN cord-294815-mhqe3xjz 182 26 mind mind NN cord-294815-mhqe3xjz 182 27 . . . cord-294815-mhqe3xjz 183 1 It -PRON- PRP cord-294815-mhqe3xjz 183 2 should should MD cord-294815-mhqe3xjz 183 3 be be VB cord-294815-mhqe3xjz 183 4 noted note VBN cord-294815-mhqe3xjz 183 5 , , , cord-294815-mhqe3xjz 183 6 that that IN cord-294815-mhqe3xjz 183 7 the the DT cord-294815-mhqe3xjz 183 8 presented present VBN cord-294815-mhqe3xjz 183 9 analysis analysis NN cord-294815-mhqe3xjz 183 10 is be VBZ cord-294815-mhqe3xjz 183 11 retrospective retrospective JJ cord-294815-mhqe3xjz 183 12 . . . cord-294815-mhqe3xjz 184 1 Control control NN cord-294815-mhqe3xjz 184 2 measures measure NNS cord-294815-mhqe3xjz 184 3 have have VBP cord-294815-mhqe3xjz 184 4 to to TO cord-294815-mhqe3xjz 184 5 be be VB cord-294815-mhqe3xjz 184 6 decided decide VBN cord-294815-mhqe3xjz 184 7 based base VBN cord-294815-mhqe3xjz 184 8 on on IN cord-294815-mhqe3xjz 184 9 a a DT cord-294815-mhqe3xjz 184 10 completely completely RB cord-294815-mhqe3xjz 184 11 different different JJ cord-294815-mhqe3xjz 184 12 level level NN cord-294815-mhqe3xjz 184 13 of of IN cord-294815-mhqe3xjz 184 14 information information NN cord-294815-mhqe3xjz 184 15 than than IN cord-294815-mhqe3xjz 184 16 what what WP cord-294815-mhqe3xjz 184 17 the the DT cord-294815-mhqe3xjz 184 18 retrospectively retrospectively RB cord-294815-mhqe3xjz 184 19 established establish VBN cord-294815-mhqe3xjz 184 20 epidemic epidemic NN cord-294815-mhqe3xjz 184 21 curve curve NN cord-294815-mhqe3xjz 184 22 suggests suggest VBZ cord-294815-mhqe3xjz 184 23 . . . cord-294815-mhqe3xjz 185 1 The the DT cord-294815-mhqe3xjz 185 2 simple simple JJ cord-294815-mhqe3xjz 185 3 observation observation NN cord-294815-mhqe3xjz 185 4 of of IN cord-294815-mhqe3xjz 185 5 the the DT cord-294815-mhqe3xjz 185 6 course course NN cord-294815-mhqe3xjz 185 7 of of IN cord-294815-mhqe3xjz 185 8 the the DT cord-294815-mhqe3xjz 185 9 reported report VBN cord-294815-mhqe3xjz 185 10 case case NN cord-294815-mhqe3xjz 185 11 numbers number NNS cord-294815-mhqe3xjz 185 12 by by IN cord-294815-mhqe3xjz 185 13 reporting report VBG cord-294815-mhqe3xjz 185 14 date date NN cord-294815-mhqe3xjz 185 15 is be VBZ cord-294815-mhqe3xjz 185 16 also also RB cord-294815-mhqe3xjz 185 17 problematic problematic JJ cord-294815-mhqe3xjz 185 18 because because IN cord-294815-mhqe3xjz 185 19 this this DT cord-294815-mhqe3xjz 185 20 course course NN cord-294815-mhqe3xjz 185 21 is be VBZ cord-294815-mhqe3xjz 185 22 strongly strongly RB cord-294815-mhqe3xjz 185 23 influenced influence VBN cord-294815-mhqe3xjz 185 24 by by IN cord-294815-mhqe3xjz 185 25 the the DT cord-294815-mhqe3xjz 185 26 reporting report VBG cord-294815-mhqe3xjz 185 27 behavior behavior NN cord-294815-mhqe3xjz 185 28 and and CC cord-294815-mhqe3xjz 185 29 the the DT cord-294815-mhqe3xjz 185 30 methods method NNS cord-294815-mhqe3xjz 185 31 and and CC cord-294815-mhqe3xjz 185 32 capacities capacity NNS cord-294815-mhqe3xjz 185 33 of of IN cord-294815-mhqe3xjz 185 34 the the DT cord-294815-mhqe3xjz 185 35 test test NN cord-294815-mhqe3xjz 185 36 laboratories laboratory NNS cord-294815-mhqe3xjz 185 37 . . . cord-294815-mhqe3xjz 186 1 Typically typically RB cord-294815-mhqe3xjz 186 2 , , , cord-294815-mhqe3xjz 186 3 substantially substantially RB cord-294815-mhqe3xjz 186 4 fewer few JJR cord-294815-mhqe3xjz 186 5 cases case NNS cord-294815-mhqe3xjz 186 6 are be VBP cord-294815-mhqe3xjz 186 7 reported report VBN cord-294815-mhqe3xjz 186 8 at at IN cord-294815-mhqe3xjz 186 9 weekends weekend NNS cord-294815-mhqe3xjz 186 10 than than IN cord-294815-mhqe3xjz 186 11 during during IN cord-294815-mhqe3xjz 186 12 the the DT cord-294815-mhqe3xjz 186 13 week week NN cord-294815-mhqe3xjz 186 14 . . . cord-294815-mhqe3xjz 187 1 Therefore therefore RB cord-294815-mhqe3xjz 187 2 , , , cord-294815-mhqe3xjz 187 3 the the DT cord-294815-mhqe3xjz 187 4 estimation estimation NN cord-294815-mhqe3xjz 187 5 [ [ -LRB- cord-294815-mhqe3xjz 187 6 10 10 CD cord-294815-mhqe3xjz 187 7 ] ] -RRB- cord-294815-mhqe3xjz 187 8 is be VBZ cord-294815-mhqe3xjz 187 9 an an DT cord-294815-mhqe3xjz 187 10 important important JJ cord-294815-mhqe3xjz 187 11 step step NN cord-294815-mhqe3xjz 187 12 to to TO cord-294815-mhqe3xjz 187 13 estimate estimate VB cord-294815-mhqe3xjz 187 14 the the DT cord-294815-mhqe3xjz 187 15 better well RBR cord-294815-mhqe3xjz 187 16 interpretable interpretable JJ cord-294815-mhqe3xjz 187 17 curve curve NN cord-294815-mhqe3xjz 187 18 of of IN cord-294815-mhqe3xjz 187 19 new new JJ cord-294815-mhqe3xjz 187 20 cases case NNS cord-294815-mhqe3xjz 187 21 , , , cord-294815-mhqe3xjz 187 22 but but CC cord-294815-mhqe3xjz 187 23 is be VBZ cord-294815-mhqe3xjz 187 24 limited limit VBN cord-294815-mhqe3xjz 187 25 by by IN cord-294815-mhqe3xjz 187 26 assumptions assumption NNS cord-294815-mhqe3xjz 187 27 and and CC cord-294815-mhqe3xjz 187 28 limitations limitation NNS cord-294815-mhqe3xjz 187 29 itself -PRON- PRP cord-294815-mhqe3xjz 187 30 , , , cord-294815-mhqe3xjz 187 31 that that DT cord-294815-mhqe3xjz 187 32 need need VBP cord-294815-mhqe3xjz 187 33 to to TO cord-294815-mhqe3xjz 187 34 be be VB cord-294815-mhqe3xjz 187 35 considered consider VBN cord-294815-mhqe3xjz 187 36 when when WRB cord-294815-mhqe3xjz 187 37 interpreting interpret VBG cord-294815-mhqe3xjz 187 38 the the DT cord-294815-mhqe3xjz 187 39 results result NNS cord-294815-mhqe3xjz 187 40 . . . cord-294815-mhqe3xjz 188 1 Since since IN cord-294815-mhqe3xjz 188 2 the the DT cord-294815-mhqe3xjz 188 3 impact impact NN cord-294815-mhqe3xjz 188 4 of of IN cord-294815-mhqe3xjz 188 5 the the DT cord-294815-mhqe3xjz 188 6 measures measure NNS cord-294815-mhqe3xjz 188 7 also also RB cord-294815-mhqe3xjz 188 8 depends depend VBZ cord-294815-mhqe3xjz 188 9 on on IN cord-294815-mhqe3xjz 188 10 how how WRB cord-294815-mhqe3xjz 188 11 they -PRON- PRP cord-294815-mhqe3xjz 188 12 are be VBP cord-294815-mhqe3xjz 188 13 implemented implement VBN cord-294815-mhqe3xjz 188 14 by by IN cord-294815-mhqe3xjz 188 15 the the DT cord-294815-mhqe3xjz 188 16 population population NN cord-294815-mhqe3xjz 188 17 ( ( -LRB- cord-294815-mhqe3xjz 188 18 compliance compliance NN cord-294815-mhqe3xjz 188 19 ) ) -RRB- cord-294815-mhqe3xjz 188 20 , , , cord-294815-mhqe3xjz 188 21 the the DT cord-294815-mhqe3xjz 188 22 results result NNS cord-294815-mhqe3xjz 188 23 can can MD cord-294815-mhqe3xjz 188 24 not not RB cord-294815-mhqe3xjz 188 25 be be VB cord-294815-mhqe3xjz 188 26 directly directly RB cord-294815-mhqe3xjz 188 27 transferred transfer VBN cord-294815-mhqe3xjz 188 28 to to IN cord-294815-mhqe3xjz 188 29 the the DT cord-294815-mhqe3xjz 188 30 future future NN cord-294815-mhqe3xjz 188 31 . . . cord-294815-mhqe3xjz 189 1 Nevertheless nevertheless RB cord-294815-mhqe3xjz 189 2 , , , cord-294815-mhqe3xjz 189 3 it -PRON- PRP cord-294815-mhqe3xjz 189 4 remains remain VBZ cord-294815-mhqe3xjz 189 5 a a DT cord-294815-mhqe3xjz 189 6 remarkable remarkable JJ cord-294815-mhqe3xjz 189 7 result result NN cord-294815-mhqe3xjz 189 8 that that IN cord-294815-mhqe3xjz 189 9 the the DT cord-294815-mhqe3xjz 189 10 clear clear JJ cord-294815-mhqe3xjz 189 11 turning turning NN cord-294815-mhqe3xjz 189 12 point point NN cord-294815-mhqe3xjz 189 13 of of IN cord-294815-mhqe3xjz 189 14 the the DT cord-294815-mhqe3xjz 189 15 early early JJ cord-294815-mhqe3xjz 189 16 COVID-19 COVID-19 NNP cord-294815-mhqe3xjz 189 17 infection infection NN cord-294815-mhqe3xjz 189 18 data datum NNS cord-294815-mhqe3xjz 189 19 in in IN cord-294815-mhqe3xjz 189 20 Germany Germany NNP cord-294815-mhqe3xjz 189 21 is be VBZ cord-294815-mhqe3xjz 189 22 associated associate VBN cord-294815-mhqe3xjz 189 23 with with IN cord-294815-mhqe3xjz 189 24 non non JJ cord-294815-mhqe3xjz 189 25 drastic drastic JJ cord-294815-mhqe3xjz 189 26 measures measure NNS cord-294815-mhqe3xjz 189 27 ( ( -LRB- cord-294815-mhqe3xjz 189 28 no no DT cord-294815-mhqe3xjz 189 29 shutdown shutdown NN cord-294815-mhqe3xjz 189 30 ) ) -RRB- cord-294815-mhqe3xjz 189 31 and and CC cord-294815-mhqe3xjz 189 32 strong strong JJ cord-294815-mhqe3xjz 189 33 appeals appeal NNS cord-294815-mhqe3xjz 189 34 by by IN cord-294815-mhqe3xjz 189 35 politicians politician NNS cord-294815-mhqe3xjz 189 36 . . . cord-294815-mhqe3xjz 190 1 All all DT cord-294815-mhqe3xjz 190 2 data datum NNS cord-294815-mhqe3xjz 190 3 used use VBN cord-294815-mhqe3xjz 190 4 for for IN cord-294815-mhqe3xjz 190 5 the the DT cord-294815-mhqe3xjz 190 6 analyses analysis NNS cord-294815-mhqe3xjz 190 7 and and CC cord-294815-mhqe3xjz 190 8 all all DT cord-294815-mhqe3xjz 190 9 code code NN cord-294815-mhqe3xjz 190 10 to to TO cord-294815-mhqe3xjz 190 11 reproduce reproduce VB cord-294815-mhqe3xjz 190 12 the the DT cord-294815-mhqe3xjz 190 13 models model NNS cord-294815-mhqe3xjz 190 14 , , , cord-294815-mhqe3xjz 190 15 figures figure NNS cord-294815-mhqe3xjz 190 16 and and CC cord-294815-mhqe3xjz 190 17 tables table NNS cord-294815-mhqe3xjz 190 18 in in IN cord-294815-mhqe3xjz 190 19 the the DT cord-294815-mhqe3xjz 190 20 manuscript manuscript NN cord-294815-mhqe3xjz 190 21 are be VBP cord-294815-mhqe3xjz 190 22 openly openly RB cord-294815-mhqe3xjz 190 23 and and CC cord-294815-mhqe3xjz 190 24 freely freely RB cord-294815-mhqe3xjz 190 25 available available JJ cord-294815-mhqe3xjz 190 26 from from IN cord-294815-mhqe3xjz 190 27 https://gi https://gi NNP cord-294815-mhqe3xjz 190 28 thub.com/adibender/covid19-changepoint-analysis-germany-bavaria thub.com/adibender/covid19-changepoint-analysis-germany-bavaria NNP cord-294815-mhqe3xjz 190 29 . . . cord-294815-mhqe3xjz 191 1 All all DT cord-294815-mhqe3xjz 191 2 12 12 CD cord-294815-mhqe3xjz 191 3 . . . cord-294815-mhqe3xjz 192 1 CC CC NNP cord-294815-mhqe3xjz 192 2 - - HYPH cord-294815-mhqe3xjz 192 3 BY BY NNP cord-294815-mhqe3xjz 192 4 - - HYPH cord-294815-mhqe3xjz 192 5 NC NC NNP cord-294815-mhqe3xjz 192 6 - - HYPH cord-294815-mhqe3xjz 192 7 ND ND NNP cord-294815-mhqe3xjz 192 8 4.0 4.0 CD cord-294815-mhqe3xjz 192 9 International international JJ cord-294815-mhqe3xjz 192 10 license license NN cord-294815-mhqe3xjz 193 1 It -PRON- PRP cord-294815-mhqe3xjz 193 2 is be VBZ cord-294815-mhqe3xjz 193 3 made make VBN cord-294815-mhqe3xjz 193 4 available available JJ cord-294815-mhqe3xjz 193 5 under under IN cord-294815-mhqe3xjz 193 6 a a DT cord-294815-mhqe3xjz 194 1 is be VBZ cord-294815-mhqe3xjz 194 2 the the DT cord-294815-mhqe3xjz 194 3 author author NN cord-294815-mhqe3xjz 194 4 / / SYM cord-294815-mhqe3xjz 194 5 funder funder NN cord-294815-mhqe3xjz 194 6 , , , cord-294815-mhqe3xjz 194 7 who who WP cord-294815-mhqe3xjz 194 8 has have VBZ cord-294815-mhqe3xjz 194 9 granted grant VBN cord-294815-mhqe3xjz 194 10 medRxiv medRxiv NNS cord-294815-mhqe3xjz 194 11 a a DT cord-294815-mhqe3xjz 194 12 license license NN cord-294815-mhqe3xjz 194 13 to to TO cord-294815-mhqe3xjz 194 14 display display VB cord-294815-mhqe3xjz 194 15 the the DT cord-294815-mhqe3xjz 194 16 preprint preprint NN cord-294815-mhqe3xjz 194 17 in in IN cord-294815-mhqe3xjz 194 18 perpetuity perpetuity NN cord-294815-mhqe3xjz 194 19 . . . cord-294815-mhqe3xjz 195 1 ( ( -LRB- cord-294815-mhqe3xjz 195 2 which which WDT cord-294815-mhqe3xjz 195 3 was be VBD cord-294815-mhqe3xjz 195 4 not not RB cord-294815-mhqe3xjz 195 5 certified certify VBN cord-294815-mhqe3xjz 195 6 by by IN cord-294815-mhqe3xjz 195 7 peer peer NN cord-294815-mhqe3xjz 195 8 review review NN cord-294815-mhqe3xjz 195 9 ) ) -RRB- cord-294815-mhqe3xjz 196 1 The the DT cord-294815-mhqe3xjz 196 2 copyright copyright NN cord-294815-mhqe3xjz 196 3 holder holder NN cord-294815-mhqe3xjz 196 4 for for IN cord-294815-mhqe3xjz 196 5 this this DT cord-294815-mhqe3xjz 196 6 preprint preprint NN cord-294815-mhqe3xjz 196 7 this this DT cord-294815-mhqe3xjz 196 8 version version NN cord-294815-mhqe3xjz 196 9 posted post VBD cord-294815-mhqe3xjz 196 10 October October NNP cord-294815-mhqe3xjz 196 11 30 30 CD cord-294815-mhqe3xjz 196 12 , , , cord-294815-mhqe3xjz 196 13 2020 2020 CD cord-294815-mhqe3xjz 196 14 . . . cord-294815-mhqe3xjz 197 1 ; ; : cord-294815-mhqe3xjz 197 2 analyses analysis NNS cord-294815-mhqe3xjz 197 3 were be VBD cord-294815-mhqe3xjz 197 4 performed perform VBN cord-294815-mhqe3xjz 197 5 using use VBG cord-294815-mhqe3xjz 197 6 the the DT cord-294815-mhqe3xjz 197 7 R r NN cord-294815-mhqe3xjz 197 8 programming programming NN cord-294815-mhqe3xjz 197 9 language language NN cord-294815-mhqe3xjz 197 10 [ [ -LRB- cord-294815-mhqe3xjz 197 11 28 28 CD cord-294815-mhqe3xjz 197 12 ] ] -RRB- cord-294815-mhqe3xjz 197 13 . . . cord-294815-mhqe3xjz 198 1 Figures figure NNS cord-294815-mhqe3xjz 198 2 were be VBD cord-294815-mhqe3xjz 198 3 created create VBN cord-294815-mhqe3xjz 198 4 using use VBG cord-294815-mhqe3xjz 198 5 R r NN cord-294815-mhqe3xjz 198 6 package package NN cord-294815-mhqe3xjz 198 7 ggplot2 ggplot2 NN cord-294815-mhqe3xjz 198 8 [ [ -LRB- cord-294815-mhqe3xjz 198 9 29 29 CD cord-294815-mhqe3xjz 198 10 ] ] -RRB- cord-294815-mhqe3xjz 198 11 . . . cord-294815-mhqe3xjz 199 1 Estimating estimate VBG cord-294815-mhqe3xjz 199 2 the the DT cord-294815-mhqe3xjz 199 3 effects effect NNS cord-294815-mhqe3xjz 199 4 of of IN cord-294815-mhqe3xjz 199 5 non non JJ cord-294815-mhqe3xjz 199 6 - - JJ cord-294815-mhqe3xjz 199 7 pharmaceutical pharmaceutical JJ cord-294815-mhqe3xjz 199 8 interventions intervention NNS cord-294815-mhqe3xjz 199 9 on on IN cord-294815-mhqe3xjz 199 10 COVID-19 COVID-19 NNP cord-294815-mhqe3xjz 199 11 in in IN cord-294815-mhqe3xjz 199 12 Europe Europe NNP cord-294815-mhqe3xjz 199 13 Physical Physical NNP cord-294815-mhqe3xjz 199 14 distancing distance VBG cord-294815-mhqe3xjz 199 15 interventions intervention NNS cord-294815-mhqe3xjz 199 16 and and CC cord-294815-mhqe3xjz 199 17 incidence incidence NN cord-294815-mhqe3xjz 199 18 of of IN cord-294815-mhqe3xjz 199 19 coronavirus coronavirus NN cord-294815-mhqe3xjz 199 20 disease disease NN cord-294815-mhqe3xjz 199 21 2019 2019 CD cord-294815-mhqe3xjz 199 22 : : : cord-294815-mhqe3xjz 199 23 natural natural JJ cord-294815-mhqe3xjz 199 24 experiment experiment NN cord-294815-mhqe3xjz 199 25 in in IN cord-294815-mhqe3xjz 199 26 149 149 CD cord-294815-mhqe3xjz 199 27 countries country NNS cord-294815-mhqe3xjz 200 1 The the DT cord-294815-mhqe3xjz 200 2 temporal temporal JJ cord-294815-mhqe3xjz 200 3 association association NN cord-294815-mhqe3xjz 200 4 of of IN cord-294815-mhqe3xjz 200 5 introducing introduce VBG cord-294815-mhqe3xjz 200 6 and and CC cord-294815-mhqe3xjz 200 7 lifting lift VBG cord-294815-mhqe3xjz 200 8 non non JJ cord-294815-mhqe3xjz 200 9 - - JJ cord-294815-mhqe3xjz 200 10 pharmaceutical pharmaceutical JJ cord-294815-mhqe3xjz 200 11 interventions intervention NNS cord-294815-mhqe3xjz 200 12 with with IN cord-294815-mhqe3xjz 200 13 the the DT cord-294815-mhqe3xjz 200 14 time time NN cord-294815-mhqe3xjz 200 15 - - HYPH cord-294815-mhqe3xjz 200 16 varying vary VBG cord-294815-mhqe3xjz 200 17 reproduction reproduction NN cord-294815-mhqe3xjz 200 18 number number NN cord-294815-mhqe3xjz 200 19 ( ( -LRB- cord-294815-mhqe3xjz 200 20 R r NN cord-294815-mhqe3xjz 200 21 ) ) -RRB- cord-294815-mhqe3xjz 200 22 of of IN cord-294815-mhqe3xjz 200 23 SARS SARS NNP cord-294815-mhqe3xjz 200 24 - - HYPH cord-294815-mhqe3xjz 200 25 CoV-2 CoV-2 NNP cord-294815-mhqe3xjz 200 26 : : : cord-294815-mhqe3xjz 200 27 a a DT cord-294815-mhqe3xjz 200 28 modelling modelling NN cord-294815-mhqe3xjz 200 29 study study NN cord-294815-mhqe3xjz 200 30 across across IN cord-294815-mhqe3xjz 200 31 131 131 CD cord-294815-mhqe3xjz 200 32 countries country NNS cord-294815-mhqe3xjz 200 33 . . . cord-294815-mhqe3xjz 201 1 The the DT cord-294815-mhqe3xjz 201 2 Lancet Lancet NNP cord-294815-mhqe3xjz 201 3 Infectious Infectious NNP cord-294815-mhqe3xjz 201 4 Diseases Diseases NNPS cord-294815-mhqe3xjz 201 5 Lockdown lockdown NN cord-294815-mhqe3xjz 201 6 - - HYPH cord-294815-mhqe3xjz 201 7 type type NN cord-294815-mhqe3xjz 201 8 measures measure NNS cord-294815-mhqe3xjz 201 9 look look VBP cord-294815-mhqe3xjz 201 10 effective effective JJ cord-294815-mhqe3xjz 201 11 against against IN cord-294815-mhqe3xjz 202 1 covid-19 covid-19 NNP cord-294815-mhqe3xjz 202 2 But but CC cord-294815-mhqe3xjz 202 3 evidence evidence NN cord-294815-mhqe3xjz 202 4 is be VBZ cord-294815-mhqe3xjz 202 5 undermined undermine VBN cord-294815-mhqe3xjz 202 6 by by IN cord-294815-mhqe3xjz 202 7 unreliable unreliable JJ cord-294815-mhqe3xjz 202 8 data datum NNS cord-294815-mhqe3xjz 202 9 on on IN cord-294815-mhqe3xjz 202 10 incidence incidence NN cord-294815-mhqe3xjz 203 1 An an DT cord-294815-mhqe3xjz 203 2 interactive interactive JJ cord-294815-mhqe3xjz 203 3 web web NN cord-294815-mhqe3xjz 203 4 - - HYPH cord-294815-mhqe3xjz 203 5 based base VBN cord-294815-mhqe3xjz 203 6 dashboard dashboard NN cord-294815-mhqe3xjz 203 7 to to TO cord-294815-mhqe3xjz 203 8 track track VB cord-294815-mhqe3xjz 203 9 COVID-19 COVID-19 NNP cord-294815-mhqe3xjz 203 10 in in IN cord-294815-mhqe3xjz 203 11 real real JJ cord-294815-mhqe3xjz 203 12 time time NN cord-294815-mhqe3xjz 203 13 . . . cord-294815-mhqe3xjz 204 1 The the DT cord-294815-mhqe3xjz 204 2 Lancet Lancet NNP cord-294815-mhqe3xjz 204 3 Infectious Infectious NNP cord-294815-mhqe3xjz 204 4 Diseases disease NNS cord-294815-mhqe3xjz 205 1 Inferring infer VBG cord-294815-mhqe3xjz 205 2 change change NN cord-294815-mhqe3xjz 205 3 points point NNS cord-294815-mhqe3xjz 205 4 in in IN cord-294815-mhqe3xjz 205 5 the the DT cord-294815-mhqe3xjz 205 6 spread spread NN cord-294815-mhqe3xjz 205 7 of of IN cord-294815-mhqe3xjz 205 8 COVID-19 COVID-19 NNP cord-294815-mhqe3xjz 205 9 reveals reveal VBZ cord-294815-mhqe3xjz 205 10 the the DT cord-294815-mhqe3xjz 205 11 effectiveness effectiveness NN cord-294815-mhqe3xjz 205 12 of of IN cord-294815-mhqe3xjz 205 13 interventions intervention NNS cord-294815-mhqe3xjz 206 1 The the DT cord-294815-mhqe3xjz 206 2 limits limit NNS cord-294815-mhqe3xjz 206 3 of of IN cord-294815-mhqe3xjz 206 4 estimating estimate VBG cord-294815-mhqe3xjz 206 5 COVID-19 covid-19 JJ cord-294815-mhqe3xjz 206 6 intervention intervention NN cord-294815-mhqe3xjz 206 7 effects effect NNS cord-294815-mhqe3xjz 206 8 using use VBG cord-294815-mhqe3xjz 206 9 Bayesian Bayesian NNP cord-294815-mhqe3xjz 206 10 models model NNS cord-294815-mhqe3xjz 206 11 A a DT cord-294815-mhqe3xjz 206 12 phenomenological phenomenological JJ cord-294815-mhqe3xjz 206 13 approach approach NN cord-294815-mhqe3xjz 206 14 to to IN cord-294815-mhqe3xjz 206 15 assessing assess VBG cord-294815-mhqe3xjz 206 16 the the DT cord-294815-mhqe3xjz 206 17 effectiveness effectiveness NN cord-294815-mhqe3xjz 206 18 of of IN cord-294815-mhqe3xjz 206 19 COVID-19 covid-19 JJ cord-294815-mhqe3xjz 206 20 related related JJ cord-294815-mhqe3xjz 206 21 nonpharmaceutical nonpharmaceutical JJ cord-294815-mhqe3xjz 206 22 interventions intervention NNS cord-294815-mhqe3xjz 206 23 in in IN cord-294815-mhqe3xjz 206 24 Germany Germany NNP cord-294815-mhqe3xjz 206 25 Nowcasting Nowcasting NNP cord-294815-mhqe3xjz 206 26 the the DT cord-294815-mhqe3xjz 206 27 COVID-19 covid-19 JJ cord-294815-mhqe3xjz 206 28 pandemic pandemic NN cord-294815-mhqe3xjz 206 29 in in IN cord-294815-mhqe3xjz 206 30 Bavaria Bavaria NNP cord-294815-mhqe3xjz 206 31 . . . cord-294815-mhqe3xjz 207 1 medRxiv medRxiv NNP cord-294815-mhqe3xjz 207 2 Flexible flexible JJ cord-294815-mhqe3xjz 207 3 regression regression NN cord-294815-mhqe3xjz 207 4 and and CC cord-294815-mhqe3xjz 207 5 smoothing smoothing NN cord-294815-mhqe3xjz 207 6 : : : cord-294815-mhqe3xjz 207 7 using use VBG cord-294815-mhqe3xjz 207 8 GAMLSS GAMLSS NNP cord-294815-mhqe3xjz 207 9 in in IN cord-294815-mhqe3xjz 207 10 R. R. NNP cord-294815-mhqe3xjz 208 1 The the DT cord-294815-mhqe3xjz 208 2 R r NN cord-294815-mhqe3xjz 208 3 series series NN cord-294815-mhqe3xjz 208 4 Schätzung Schätzung NNP cord-294815-mhqe3xjz 208 5 der der NNP cord-294815-mhqe3xjz 208 6 aktuellen aktuellen NNP cord-294815-mhqe3xjz 208 7 Entwicklung Entwicklung NNP cord-294815-mhqe3xjz 208 8 der der NNP cord-294815-mhqe3xjz 208 9 SARS SARS NNP cord-294815-mhqe3xjz 208 10 - - HYPH cord-294815-mhqe3xjz 208 11 CoV-2-Epidemie CoV-2-Epidemie NNP cord-294815-mhqe3xjz 208 12 in in IN cord-294815-mhqe3xjz 208 13 Deutschland Deutschland NNP cord-294815-mhqe3xjz 209 1 -Nowcasting -nowcaste VBG cord-294815-mhqe3xjz 210 1 The the DT cord-294815-mhqe3xjz 210 2 Incubation Incubation NNP cord-294815-mhqe3xjz 210 3 Period Period NNP cord-294815-mhqe3xjz 210 4 of of IN cord-294815-mhqe3xjz 210 5 Coronavirus Coronavirus NNP cord-294815-mhqe3xjz 210 6 Disease Disease NNP cord-294815-mhqe3xjz 210 7 2019 2019 CD cord-294815-mhqe3xjz 210 8 ( ( -LRB- cord-294815-mhqe3xjz 210 9 COVID-19 covid-19 VB cord-294815-mhqe3xjz 210 10 ) ) -RRB- cord-294815-mhqe3xjz 210 11 From from IN cord-294815-mhqe3xjz 210 12 Publicly publicly RB cord-294815-mhqe3xjz 210 13 Reported report VBN cord-294815-mhqe3xjz 210 14 Confirmed confirm VBN cord-294815-mhqe3xjz 210 15 Cases case NNS cord-294815-mhqe3xjz 210 16 : : : cord-294815-mhqe3xjz 210 17 Estimation Estimation NNP cord-294815-mhqe3xjz 210 18 and and CC cord-294815-mhqe3xjz 210 19 Application Application NNP cord-294815-mhqe3xjz 210 20 A a DT cord-294815-mhqe3xjz 210 21 method method NN cord-294815-mhqe3xjz 210 22 of of IN cord-294815-mhqe3xjz 210 23 non non JJ cord-294815-mhqe3xjz 210 24 - - JJ cord-294815-mhqe3xjz 210 25 parametric parametric JJ cord-294815-mhqe3xjz 210 26 backprojection backprojection NN cord-294815-mhqe3xjz 210 27 and and CC cord-294815-mhqe3xjz 210 28 its -PRON- PRP$ cord-294815-mhqe3xjz 210 29 application application NN cord-294815-mhqe3xjz 210 30 to to IN cord-294815-mhqe3xjz 210 31 AIDS AIDS NNP cord-294815-mhqe3xjz 210 32 data datum NNS cord-294815-mhqe3xjz 210 33 Associations Associations NNPS cord-294815-mhqe3xjz 210 34 of of IN cord-294815-mhqe3xjz 210 35 Age Age NNP cord-294815-mhqe3xjz 210 36 and and CC cord-294815-mhqe3xjz 210 37 Sex Sex NNP cord-294815-mhqe3xjz 210 38 on on IN cord-294815-mhqe3xjz 210 39 Clinical clinical JJ cord-294815-mhqe3xjz 210 40 Outcome Outcome NNP cord-294815-mhqe3xjz 210 41 and and CC cord-294815-mhqe3xjz 210 42 Incubation Incubation NNP cord-294815-mhqe3xjz 210 43 Period Period NNP cord-294815-mhqe3xjz 210 44 of of IN cord-294815-mhqe3xjz 210 45 Shiga Shiga NNP cord-294815-mhqe3xjz 210 46 toxin toxin NN cord-294815-mhqe3xjz 210 47 - - HYPH cord-294815-mhqe3xjz 210 48 producing produce VBG cord-294815-mhqe3xjz 210 49 Escherichia Escherichia NNP cord-294815-mhqe3xjz 210 50 coli coli VBZ cord-294815-mhqe3xjz 210 51 O104 o104 CD cord-294815-mhqe3xjz 210 52 : : : cord-294815-mhqe3xjz 211 1 H4 H4 NNP cord-294815-mhqe3xjz 211 2 Infections Infections NNP cord-294815-mhqe3xjz 211 3 Monitoring Monitoring NNP cord-294815-mhqe3xjz 211 4 Count Count NNP cord-294815-mhqe3xjz 211 5 Time Time NNP cord-294815-mhqe3xjz 211 6 Series Series NNP cord-294815-mhqe3xjz 211 7 in in IN cord-294815-mhqe3xjz 211 8 R r NN cord-294815-mhqe3xjz 211 9 : : : cord-294815-mhqe3xjz 211 10 Aberration aberration NN cord-294815-mhqe3xjz 211 11 Detection detection NN cord-294815-mhqe3xjz 211 12 in in IN cord-294815-mhqe3xjz 211 13 Public Public NNP cord-294815-mhqe3xjz 211 14 Health Health NNP cord-294815-mhqe3xjz 211 15 Surveillance Surveillance NNP cord-294815-mhqe3xjz 211 16 Estimating Estimating NNP cord-294815-mhqe3xjz 211 17 regression regression NN cord-294815-mhqe3xjz 211 18 models model NNS cord-294815-mhqe3xjz 211 19 with with IN cord-294815-mhqe3xjz 211 20 unknown unknown JJ cord-294815-mhqe3xjz 211 21 breakpoints breakpoint NNS cord-294815-mhqe3xjz 212 1 Modelling model VBG cord-294815-mhqe3xjz 212 2 COVID-19 covid-19 CD cord-294815-mhqe3xjz 212 3 outbreak outbreak NN cord-294815-mhqe3xjz 212 4 : : : cord-294815-mhqe3xjz 212 5 segmented segmented JJ cord-294815-mhqe3xjz 212 6 regression regression NN cord-294815-mhqe3xjz 212 7 to to TO cord-294815-mhqe3xjz 212 8 assess assess VB cord-294815-mhqe3xjz 212 9 lockdown lockdown NN cord-294815-mhqe3xjz 212 10 effectiveness effectiveness NN cord-294815-mhqe3xjz 212 11 segmented segment VBN cord-294815-mhqe3xjz 212 12 : : : cord-294815-mhqe3xjz 212 13 an an DT cord-294815-mhqe3xjz 212 14 R r NN cord-294815-mhqe3xjz 212 15 Package package NN cord-294815-mhqe3xjz 212 16 to to IN cord-294815-mhqe3xjz 212 17 Fit fit VB cord-294815-mhqe3xjz 212 18 Regression regression NN cord-294815-mhqe3xjz 212 19 Models model NNS cord-294815-mhqe3xjz 212 20 with with IN cord-294815-mhqe3xjz 212 21 Broken broken JJ cord-294815-mhqe3xjz 212 22 - - HYPH cord-294815-mhqe3xjz 212 23 Line line NN cord-294815-mhqe3xjz 212 24 Relationships relationship NNS cord-294815-mhqe3xjz 212 25 . . . cord-294815-mhqe3xjz 213 1 R R NNP cord-294815-mhqe3xjz 213 2 News News NNP cord-294815-mhqe3xjz 213 3 Protocol Protocol NNP cord-294815-mhqe3xjz 213 4 of of IN cord-294815-mhqe3xjz 213 5 a a DT cord-294815-mhqe3xjz 213 6 population population NN cord-294815-mhqe3xjz 213 7 - - HYPH cord-294815-mhqe3xjz 213 8 based base VBN cord-294815-mhqe3xjz 213 9 prospective prospective JJ cord-294815-mhqe3xjz 213 10 COVID-19 COVID-19 NNP cord-294815-mhqe3xjz 213 11 cohort cohort NN cord-294815-mhqe3xjz 213 12 study study NN cord-294815-mhqe3xjz 213 13 Munich Munich NNP cord-294815-mhqe3xjz 213 14 Model Model NNP cord-294815-mhqe3xjz 213 15 - - HYPH cord-294815-mhqe3xjz 213 16 based base VBN cord-294815-mhqe3xjz 213 17 and and CC cord-294815-mhqe3xjz 213 18 model model NN cord-294815-mhqe3xjz 213 19 - - HYPH cord-294815-mhqe3xjz 213 20 free free JJ cord-294815-mhqe3xjz 213 21 characterization characterization NN cord-294815-mhqe3xjz 213 22 of of IN cord-294815-mhqe3xjz 213 23 epidemic epidemic NN cord-294815-mhqe3xjz 213 24 outbreaks outbreak NNS cord-294815-mhqe3xjz 214 1 -Technical -Technical . cord-294815-mhqe3xjz 215 1 notes note NNS cord-294815-mhqe3xjz 215 2 on on IN cord-294815-mhqe3xjz 215 3 Dehning Dehning NNP cord-294815-mhqe3xjz 215 4 The the DT cord-294815-mhqe3xjz 215 5 limits limit NNS cord-294815-mhqe3xjz 215 6 of of IN cord-294815-mhqe3xjz 215 7 estimating estimate VBG cord-294815-mhqe3xjz 215 8 COVID-19 covid-19 JJ cord-294815-mhqe3xjz 215 9 intervention intervention NN cord-294815-mhqe3xjz 215 10 effects effect NNS cord-294815-mhqe3xjz 215 11 using use VBG cord-294815-mhqe3xjz 215 12 Bayesian bayesian JJ cord-294815-mhqe3xjz 215 13 models model NNS cord-294815-mhqe3xjz 216 1 A a DT cord-294815-mhqe3xjz 216 2 New New NNP cord-294815-mhqe3xjz 216 3 Framework Framework NNP cord-294815-mhqe3xjz 216 4 and and CC cord-294815-mhqe3xjz 216 5 Software Software NNP cord-294815-mhqe3xjz 216 6 to to TO cord-294815-mhqe3xjz 216 7 Estimate Estimate NNP cord-294815-mhqe3xjz 216 8 Time Time NNP cord-294815-mhqe3xjz 216 9 - - HYPH cord-294815-mhqe3xjz 216 10 Varying vary VBG cord-294815-mhqe3xjz 216 11 Reproduction reproduction NN cord-294815-mhqe3xjz 216 12 Numbers Numbers NNPS cord-294815-mhqe3xjz 216 13 During during IN cord-294815-mhqe3xjz 216 14 Epidemics Epidemics NNPS cord-294815-mhqe3xjz 216 15 Association Association NNP cord-294815-mhqe3xjz 216 16 of of IN cord-294815-mhqe3xjz 216 17 Public Public NNP cord-294815-mhqe3xjz 216 18 Health Health NNP cord-294815-mhqe3xjz 216 19 Interventions Interventions NNPS cord-294815-mhqe3xjz 216 20 With with IN cord-294815-mhqe3xjz 216 21 the the DT cord-294815-mhqe3xjz 216 22 Epidemiology Epidemiology NNP cord-294815-mhqe3xjz 216 23 of of IN cord-294815-mhqe3xjz 216 24 the the DT cord-294815-mhqe3xjz 216 25 COVID-19 COVID-19 NNP cord-294815-mhqe3xjz 216 26 Outbreak Outbreak NNP cord-294815-mhqe3xjz 216 27 in in IN cord-294815-mhqe3xjz 216 28 Wuhan Wuhan NNP cord-294815-mhqe3xjz 216 29 , , , cord-294815-mhqe3xjz 216 30 China China NNP cord-294815-mhqe3xjz 217 1 Did do VBD cord-294815-mhqe3xjz 217 2 COVID-19 covid-19 CD cord-294815-mhqe3xjz 217 3 infections infection NNS cord-294815-mhqe3xjz 217 4 decline decline VB cord-294815-mhqe3xjz 217 5 before before IN cord-294815-mhqe3xjz 217 6 UK UK NNP cord-294815-mhqe3xjz 217 7 lockdown lockdown NN cord-294815-mhqe3xjz 217 8 ? ? . cord-294815-mhqe3xjz 218 1 Estimating estimate VBG cord-294815-mhqe3xjz 218 2 the the DT cord-294815-mhqe3xjz 218 3 impact impact NN cord-294815-mhqe3xjz 218 4 of of IN cord-294815-mhqe3xjz 218 5 mobility mobility NN cord-294815-mhqe3xjz 218 6 patterns pattern NNS cord-294815-mhqe3xjz 218 7 on on IN cord-294815-mhqe3xjz 218 8 COVID-19 covid-19 JJ cord-294815-mhqe3xjz 218 9 infection infection NN cord-294815-mhqe3xjz 218 10 rates rate NNS cord-294815-mhqe3xjz 218 11 in in IN cord-294815-mhqe3xjz 218 12 11 11 CD cord-294815-mhqe3xjz 218 13 European european JJ cord-294815-mhqe3xjz 218 14 countries country NNS cord-294815-mhqe3xjz 218 15 Covid-19 Covid-19 NNP cord-294815-mhqe3xjz 218 16 's 's POS cord-294815-mhqe3xjz 218 17 known know VBN cord-294815-mhqe3xjz 218 18 unknowns unknown NNS cord-294815-mhqe3xjz 218 19 R r NN cord-294815-mhqe3xjz 218 20 : : : cord-294815-mhqe3xjz 218 21 A a DT cord-294815-mhqe3xjz 218 22 Language Language NNP cord-294815-mhqe3xjz 218 23 and and CC cord-294815-mhqe3xjz 218 24 Environment Environment NNP cord-294815-mhqe3xjz 218 25 for for IN cord-294815-mhqe3xjz 218 26 Statistical Statistical NNP cord-294815-mhqe3xjz 218 27 Computing Computing NNP cord-294815-mhqe3xjz 218 28 Elegant Elegant NNP cord-294815-mhqe3xjz 218 29 Graphics Graphics NNPS cord-294815-mhqe3xjz 218 30 for for IN cord-294815-mhqe3xjz 218 31 Data Data NNP cord-294815-mhqe3xjz 218 32 Analysis Analysis NNP cord-294815-mhqe3xjz 219 1 We -PRON- PRP cord-294815-mhqe3xjz 219 2 would would MD cord-294815-mhqe3xjz 219 3 like like VB cord-294815-mhqe3xjz 219 4 to to TO cord-294815-mhqe3xjz 219 5 thank thank VB cord-294815-mhqe3xjz 219 6 Katharina Katharina NNP cord-294815-mhqe3xjz 219 7 Katz Katz NNP cord-294815-mhqe3xjz 219 8 and and CC cord-294815-mhqe3xjz 219 9 Manfred Manfred NNP cord-294815-mhqe3xjz 219 10 Wildner Wildner NNP cord-294815-mhqe3xjz 219 11 from from IN cord-294815-mhqe3xjz 219 12 the the DT cord-294815-mhqe3xjz 219 13 Bavarian Bavarian NNP cord-294815-mhqe3xjz 219 14 State State NNP cord-294815-mhqe3xjz 219 15 Office Office NNP cord-294815-mhqe3xjz 219 16 for for IN cord-294815-mhqe3xjz 219 17 Health Health NNP cord-294815-mhqe3xjz 219 18 and and CC cord-294815-mhqe3xjz 219 19 Food Food NNP cord-294815-mhqe3xjz 219 20 Safety Safety NNP cord-294815-mhqe3xjz 220 1 ( ( -LRB- cord-294815-mhqe3xjz 220 2 LGL LGL NNP cord-294815-mhqe3xjz 220 3 ) ) -RRB- cord-294815-mhqe3xjz 220 4 for for IN cord-294815-mhqe3xjz 220 5 providing provide VBG cord-294815-mhqe3xjz 220 6 the the DT cord-294815-mhqe3xjz 220 7 data datum NNS cord-294815-mhqe3xjz 220 8 and and CC cord-294815-mhqe3xjz 220 9 for for IN cord-294815-mhqe3xjz 220 10 useful useful JJ cord-294815-mhqe3xjz 220 11 discussions discussion NNS cord-294815-mhqe3xjz 220 12 . . . cord-294815-mhqe3xjz 221 1 We -PRON- PRP cord-294815-mhqe3xjz 221 2 also also RB cord-294815-mhqe3xjz 221 3 thank thank VBP cord-294815-mhqe3xjz 221 4 Nadja Nadja NNP cord-294815-mhqe3xjz 221 5 Sauter Sauter NNP cord-294815-mhqe3xjz 221 6 for for IN cord-294815-mhqe3xjz 221 7 help help NN cord-294815-mhqe3xjz 221 8 with with IN cord-294815-mhqe3xjz 221 9 visualizations visualization NNS cord-294815-mhqe3xjz 221 10 . . .