id sid tid token lemma pos cord-223212-5j5r6dd5 1 1 key key JJ cord-223212-5j5r6dd5 1 2 : : : cord-223212-5j5r6dd5 1 3 cord-223212- cord-223212- NNP cord-223212-5j5r6dd5 2 1 5j5r6dd5 5j5r6dd5 CD cord-223212-5j5r6dd5 2 2 authors author NNS cord-223212-5j5r6dd5 2 3 : : : cord-223212-5j5r6dd5 2 4 Hult Hult NNP cord-223212-5j5r6dd5 2 5 , , , cord-223212-5j5r6dd5 2 6 Henrik Henrik NNP cord-223212-5j5r6dd5 2 7 ; ; : cord-223212-5j5r6dd5 2 8 Favero Favero NNP cord-223212-5j5r6dd5 2 9 , , , cord-223212-5j5r6dd5 2 10 Martina Martina NNP cord-223212-5j5r6dd5 2 11 title title NN cord-223212-5j5r6dd5 2 12 : : : cord-223212-5j5r6dd5 2 13 Estimates estimate NNS cord-223212-5j5r6dd5 2 14 of of IN cord-223212-5j5r6dd5 2 15 the the DT cord-223212-5j5r6dd5 2 16 proportion proportion NN cord-223212-5j5r6dd5 2 17 of of IN cord-223212-5j5r6dd5 2 18 SARS SARS NNP cord-223212-5j5r6dd5 2 19 - - HYPH cord-223212-5j5r6dd5 2 20 CoV-2 CoV-2 NNP cord-223212-5j5r6dd5 2 21 infected infect VBN cord-223212-5j5r6dd5 2 22 individuals individual NNS cord-223212-5j5r6dd5 2 23 in in IN cord-223212-5j5r6dd5 2 24 Sweden Sweden NNP cord-223212-5j5r6dd5 2 25 date date NN cord-223212-5j5r6dd5 2 26 : : : cord-223212-5j5r6dd5 2 27 2020 2020 CD cord-223212-5j5r6dd5 2 28 - - HYPH cord-223212-5j5r6dd5 2 29 05 05 CD cord-223212-5j5r6dd5 2 30 - - SYM cord-223212-5j5r6dd5 2 31 25 25 CD cord-223212-5j5r6dd5 2 32 journal journal NN cord-223212-5j5r6dd5 2 33 : : : cord-223212-5j5r6dd5 3 1 nan nan NNP cord-223212-5j5r6dd5 3 2 DOI DOI NNP cord-223212-5j5r6dd5 3 3 : : : cord-223212-5j5r6dd5 3 4 nan nan NNP cord-223212-5j5r6dd5 3 5 sha sha NNP cord-223212-5j5r6dd5 3 6 : : : cord-223212-5j5r6dd5 4 1 293b43baab3290c7e39d7f3cd0693281a6898cc2 293b43baab3290c7e39d7f3cd0693281a6898cc2 IN cord-223212-5j5r6dd5 4 2 doc_id doc_id CD cord-223212-5j5r6dd5 4 3 : : : cord-223212-5j5r6dd5 4 4 223212 223212 CD cord-223212-5j5r6dd5 4 5 cord_uid cord_uid NNS cord-223212-5j5r6dd5 4 6 : : : cord-223212-5j5r6dd5 5 1 5j5r6dd5 5j5r6dd5 CD cord-223212-5j5r6dd5 5 2 In in IN cord-223212-5j5r6dd5 5 3 this this DT cord-223212-5j5r6dd5 5 4 paper paper NN cord-223212-5j5r6dd5 5 5 a a DT cord-223212-5j5r6dd5 5 6 Bayesian bayesian JJ cord-223212-5j5r6dd5 5 7 SEIR SEIR NNP cord-223212-5j5r6dd5 5 8 model model NN cord-223212-5j5r6dd5 5 9 is be VBZ cord-223212-5j5r6dd5 5 10 studied study VBN cord-223212-5j5r6dd5 5 11 to to TO cord-223212-5j5r6dd5 5 12 estimate estimate VB cord-223212-5j5r6dd5 5 13 the the DT cord-223212-5j5r6dd5 5 14 proportion proportion NN cord-223212-5j5r6dd5 5 15 of of IN cord-223212-5j5r6dd5 5 16 the the DT cord-223212-5j5r6dd5 5 17 population population NN cord-223212-5j5r6dd5 5 18 infected infect VBN cord-223212-5j5r6dd5 5 19 with with IN cord-223212-5j5r6dd5 5 20 SARS SARS NNP cord-223212-5j5r6dd5 5 21 - - HYPH cord-223212-5j5r6dd5 5 22 CoV-2 CoV-2 NNP cord-223212-5j5r6dd5 5 23 , , , cord-223212-5j5r6dd5 5 24 the the DT cord-223212-5j5r6dd5 5 25 virus virus NN cord-223212-5j5r6dd5 5 26 responsible responsible JJ cord-223212-5j5r6dd5 5 27 for for IN cord-223212-5j5r6dd5 5 28 COVID-19 COVID-19 NNP cord-223212-5j5r6dd5 5 29 . . . cord-223212-5j5r6dd5 6 1 To to TO cord-223212-5j5r6dd5 6 2 capture capture VB cord-223212-5j5r6dd5 6 3 heterogeneity heterogeneity NN cord-223212-5j5r6dd5 6 4 in in IN cord-223212-5j5r6dd5 6 5 the the DT cord-223212-5j5r6dd5 6 6 population population NN cord-223212-5j5r6dd5 6 7 and and CC cord-223212-5j5r6dd5 6 8 the the DT cord-223212-5j5r6dd5 6 9 effect effect NN cord-223212-5j5r6dd5 6 10 of of IN cord-223212-5j5r6dd5 6 11 interventions intervention NNS cord-223212-5j5r6dd5 6 12 to to TO cord-223212-5j5r6dd5 6 13 reduce reduce VB cord-223212-5j5r6dd5 6 14 the the DT cord-223212-5j5r6dd5 6 15 rate rate NN cord-223212-5j5r6dd5 6 16 of of IN cord-223212-5j5r6dd5 6 17 epidemic epidemic NN cord-223212-5j5r6dd5 6 18 spread spread NN cord-223212-5j5r6dd5 6 19 , , , cord-223212-5j5r6dd5 6 20 the the DT cord-223212-5j5r6dd5 6 21 model model NN cord-223212-5j5r6dd5 6 22 uses use VBZ cord-223212-5j5r6dd5 6 23 a a DT cord-223212-5j5r6dd5 6 24 time time NN cord-223212-5j5r6dd5 6 25 - - HYPH cord-223212-5j5r6dd5 6 26 varying vary VBG cord-223212-5j5r6dd5 6 27 contact contact NN cord-223212-5j5r6dd5 6 28 rate rate NN cord-223212-5j5r6dd5 6 29 , , , cord-223212-5j5r6dd5 6 30 whose whose WP$ cord-223212-5j5r6dd5 6 31 logarithm logarithm NN cord-223212-5j5r6dd5 6 32 has have VBZ cord-223212-5j5r6dd5 6 33 a a DT cord-223212-5j5r6dd5 6 34 Gaussian gaussian JJ cord-223212-5j5r6dd5 6 35 process process NN cord-223212-5j5r6dd5 6 36 prior prior RB cord-223212-5j5r6dd5 6 37 . . . cord-223212-5j5r6dd5 7 1 A a DT cord-223212-5j5r6dd5 7 2 Poisson Poisson NNP cord-223212-5j5r6dd5 7 3 point point NN cord-223212-5j5r6dd5 7 4 process process NN cord-223212-5j5r6dd5 7 5 is be VBZ cord-223212-5j5r6dd5 7 6 used use VBN cord-223212-5j5r6dd5 7 7 to to TO cord-223212-5j5r6dd5 7 8 model model VB cord-223212-5j5r6dd5 7 9 the the DT cord-223212-5j5r6dd5 7 10 occurrence occurrence NN cord-223212-5j5r6dd5 7 11 of of IN cord-223212-5j5r6dd5 7 12 deaths death NNS cord-223212-5j5r6dd5 7 13 due due JJ cord-223212-5j5r6dd5 7 14 to to IN cord-223212-5j5r6dd5 7 15 COVID-19 covid-19 VB cord-223212-5j5r6dd5 7 16 and and CC cord-223212-5j5r6dd5 7 17 the the DT cord-223212-5j5r6dd5 7 18 model model NN cord-223212-5j5r6dd5 7 19 is be VBZ cord-223212-5j5r6dd5 7 20 calibrated calibrate VBN cord-223212-5j5r6dd5 7 21 using use VBG cord-223212-5j5r6dd5 7 22 data datum NNS cord-223212-5j5r6dd5 7 23 of of IN cord-223212-5j5r6dd5 7 24 daily daily JJ cord-223212-5j5r6dd5 7 25 death death NN cord-223212-5j5r6dd5 7 26 counts count NNS cord-223212-5j5r6dd5 7 27 in in IN cord-223212-5j5r6dd5 7 28 combination combination NN cord-223212-5j5r6dd5 7 29 with with IN cord-223212-5j5r6dd5 7 30 a a DT cord-223212-5j5r6dd5 7 31 snapshot snapshot NN cord-223212-5j5r6dd5 7 32 of of IN cord-223212-5j5r6dd5 7 33 the the DT cord-223212-5j5r6dd5 7 34 the the DT cord-223212-5j5r6dd5 7 35 proportion proportion NN cord-223212-5j5r6dd5 7 36 of of IN cord-223212-5j5r6dd5 7 37 individuals individual NNS cord-223212-5j5r6dd5 7 38 with with IN cord-223212-5j5r6dd5 7 39 an an DT cord-223212-5j5r6dd5 7 40 active active JJ cord-223212-5j5r6dd5 7 41 infection infection NN cord-223212-5j5r6dd5 7 42 , , , cord-223212-5j5r6dd5 7 43 performed perform VBN cord-223212-5j5r6dd5 7 44 in in IN cord-223212-5j5r6dd5 7 45 Stockholm Stockholm NNP cord-223212-5j5r6dd5 7 46 in in IN cord-223212-5j5r6dd5 7 47 late late JJ cord-223212-5j5r6dd5 7 48 March March NNP cord-223212-5j5r6dd5 7 49 . . . cord-223212-5j5r6dd5 8 1 The the DT cord-223212-5j5r6dd5 8 2 methodology methodology NN cord-223212-5j5r6dd5 8 3 is be VBZ cord-223212-5j5r6dd5 8 4 applied apply VBN cord-223212-5j5r6dd5 8 5 to to IN cord-223212-5j5r6dd5 8 6 regions region NNS cord-223212-5j5r6dd5 8 7 in in IN cord-223212-5j5r6dd5 8 8 Sweden Sweden NNP cord-223212-5j5r6dd5 8 9 . . . cord-223212-5j5r6dd5 9 1 The the DT cord-223212-5j5r6dd5 9 2 results result NNS cord-223212-5j5r6dd5 9 3 show show VBP cord-223212-5j5r6dd5 9 4 that that IN cord-223212-5j5r6dd5 9 5 the the DT cord-223212-5j5r6dd5 9 6 estimated estimate VBN cord-223212-5j5r6dd5 9 7 proportion proportion NN cord-223212-5j5r6dd5 9 8 of of IN cord-223212-5j5r6dd5 9 9 the the DT cord-223212-5j5r6dd5 9 10 population population NN cord-223212-5j5r6dd5 9 11 who who WP cord-223212-5j5r6dd5 9 12 has have VBZ cord-223212-5j5r6dd5 9 13 been be VBN cord-223212-5j5r6dd5 9 14 infected infect VBN cord-223212-5j5r6dd5 9 15 is be VBZ cord-223212-5j5r6dd5 9 16 around around IN cord-223212-5j5r6dd5 9 17 13.5 13.5 CD cord-223212-5j5r6dd5 9 18 % % NN cord-223212-5j5r6dd5 9 19 in in IN cord-223212-5j5r6dd5 9 20 Stockholm Stockholm NNP cord-223212-5j5r6dd5 9 21 , , , cord-223212-5j5r6dd5 9 22 by by IN cord-223212-5j5r6dd5 9 23 2020 2020 CD cord-223212-5j5r6dd5 9 24 - - HYPH cord-223212-5j5r6dd5 9 25 05 05 CD cord-223212-5j5r6dd5 9 26 - - SYM cord-223212-5j5r6dd5 9 27 15 15 CD cord-223212-5j5r6dd5 9 28 , , , cord-223212-5j5r6dd5 9 29 and and CC cord-223212-5j5r6dd5 9 30 ranges range VBZ cord-223212-5j5r6dd5 9 31 between between IN cord-223212-5j5r6dd5 9 32 2.5 2.5 CD cord-223212-5j5r6dd5 9 33 % % NN cord-223212-5j5r6dd5 9 34 - - HYPH cord-223212-5j5r6dd5 9 35 15.6 15.6 CD cord-223212-5j5r6dd5 9 36 % % NN cord-223212-5j5r6dd5 9 37 in in IN cord-223212-5j5r6dd5 9 38 the the DT cord-223212-5j5r6dd5 9 39 other other JJ cord-223212-5j5r6dd5 9 40 investigated investigate VBN cord-223212-5j5r6dd5 9 41 regions region NNS cord-223212-5j5r6dd5 9 42 . . . cord-223212-5j5r6dd5 10 1 In in IN cord-223212-5j5r6dd5 10 2 Stockholm Stockholm NNP cord-223212-5j5r6dd5 10 3 where where WRB cord-223212-5j5r6dd5 10 4 the the DT cord-223212-5j5r6dd5 10 5 peak peak NN cord-223212-5j5r6dd5 10 6 of of IN cord-223212-5j5r6dd5 10 7 daily daily JJ cord-223212-5j5r6dd5 10 8 death death NN cord-223212-5j5r6dd5 10 9 counts count NNS cord-223212-5j5r6dd5 10 10 is be VBZ cord-223212-5j5r6dd5 10 11 likely likely JJ cord-223212-5j5r6dd5 10 12 behind behind IN cord-223212-5j5r6dd5 10 13 us -PRON- PRP cord-223212-5j5r6dd5 10 14 , , , cord-223212-5j5r6dd5 10 15 parameter parameter NN cord-223212-5j5r6dd5 10 16 uncertainty uncertainty NN cord-223212-5j5r6dd5 10 17 does do VBZ cord-223212-5j5r6dd5 10 18 not not RB cord-223212-5j5r6dd5 10 19 heavily heavily RB cord-223212-5j5r6dd5 10 20 influence influence VB cord-223212-5j5r6dd5 10 21 the the DT cord-223212-5j5r6dd5 10 22 expected expect VBN cord-223212-5j5r6dd5 10 23 daily daily JJ cord-223212-5j5r6dd5 10 24 number number NN cord-223212-5j5r6dd5 10 25 of of IN cord-223212-5j5r6dd5 10 26 deaths death NNS cord-223212-5j5r6dd5 10 27 , , , cord-223212-5j5r6dd5 10 28 nor nor CC cord-223212-5j5r6dd5 10 29 the the DT cord-223212-5j5r6dd5 10 30 expected expect VBN cord-223212-5j5r6dd5 10 31 cumulative cumulative JJ cord-223212-5j5r6dd5 10 32 number number NN cord-223212-5j5r6dd5 10 33 of of IN cord-223212-5j5r6dd5 10 34 deaths death NNS cord-223212-5j5r6dd5 10 35 . . . cord-223212-5j5r6dd5 11 1 It -PRON- PRP cord-223212-5j5r6dd5 11 2 does do VBZ cord-223212-5j5r6dd5 11 3 , , , cord-223212-5j5r6dd5 11 4 however however RB cord-223212-5j5r6dd5 11 5 , , , cord-223212-5j5r6dd5 11 6 impact impact VB cord-223212-5j5r6dd5 11 7 the the DT cord-223212-5j5r6dd5 11 8 estimated estimate VBN cord-223212-5j5r6dd5 11 9 cumulative cumulative JJ cord-223212-5j5r6dd5 11 10 number number NN cord-223212-5j5r6dd5 11 11 of of IN cord-223212-5j5r6dd5 11 12 infected infected JJ cord-223212-5j5r6dd5 11 13 individuals individual NNS cord-223212-5j5r6dd5 11 14 . . . cord-223212-5j5r6dd5 12 1 In in IN cord-223212-5j5r6dd5 12 2 the the DT cord-223212-5j5r6dd5 12 3 other other JJ cord-223212-5j5r6dd5 12 4 regions region NNS cord-223212-5j5r6dd5 12 5 , , , cord-223212-5j5r6dd5 12 6 where where WRB cord-223212-5j5r6dd5 12 7 random random JJ cord-223212-5j5r6dd5 12 8 sampling sampling NN cord-223212-5j5r6dd5 12 9 of of IN cord-223212-5j5r6dd5 12 10 the the DT cord-223212-5j5r6dd5 12 11 number number NN cord-223212-5j5r6dd5 12 12 of of IN cord-223212-5j5r6dd5 12 13 active active JJ cord-223212-5j5r6dd5 12 14 infections infection NNS cord-223212-5j5r6dd5 12 15 is be VBZ cord-223212-5j5r6dd5 12 16 not not RB cord-223212-5j5r6dd5 12 17 available available JJ cord-223212-5j5r6dd5 12 18 , , , cord-223212-5j5r6dd5 12 19 parameter parameter NN cord-223212-5j5r6dd5 12 20 sharing sharing NN cord-223212-5j5r6dd5 12 21 is be VBZ cord-223212-5j5r6dd5 12 22 used use VBN cord-223212-5j5r6dd5 12 23 to to TO cord-223212-5j5r6dd5 12 24 improve improve VB cord-223212-5j5r6dd5 12 25 estimates estimate NNS cord-223212-5j5r6dd5 12 26 , , , cord-223212-5j5r6dd5 12 27 but but CC cord-223212-5j5r6dd5 12 28 the the DT cord-223212-5j5r6dd5 12 29 parameter parameter NN cord-223212-5j5r6dd5 12 30 uncertainty uncertainty NN cord-223212-5j5r6dd5 12 31 remains remain VBZ cord-223212-5j5r6dd5 12 32 substantial substantial JJ cord-223212-5j5r6dd5 12 33 . . . cord-223212-5j5r6dd5 13 1 To to TO cord-223212-5j5r6dd5 13 2 understand understand VB cord-223212-5j5r6dd5 13 3 the the DT cord-223212-5j5r6dd5 13 4 spread spread NN cord-223212-5j5r6dd5 13 5 of of IN cord-223212-5j5r6dd5 13 6 the the DT cord-223212-5j5r6dd5 13 7 novel novel JJ cord-223212-5j5r6dd5 13 8 coronavirus coronavirus NN cord-223212-5j5r6dd5 13 9 , , , cord-223212-5j5r6dd5 13 10 SARS SARS NNP cord-223212-5j5r6dd5 13 11 - - HYPH cord-223212-5j5r6dd5 13 12 CoV-2 CoV-2 NNP cord-223212-5j5r6dd5 13 13 , , , cord-223212-5j5r6dd5 13 14 at at IN cord-223212-5j5r6dd5 13 15 an an DT cord-223212-5j5r6dd5 13 16 aggregate aggregate JJ cord-223212-5j5r6dd5 13 17 level level NN cord-223212-5j5r6dd5 13 18 it -PRON- PRP cord-223212-5j5r6dd5 13 19 is be VBZ cord-223212-5j5r6dd5 13 20 possible possible JJ cord-223212-5j5r6dd5 13 21 to to TO cord-223212-5j5r6dd5 13 22 model model VB cord-223212-5j5r6dd5 13 23 the the DT cord-223212-5j5r6dd5 13 24 dynamic dynamic JJ cord-223212-5j5r6dd5 13 25 evolution evolution NN cord-223212-5j5r6dd5 13 26 of of IN cord-223212-5j5r6dd5 13 27 the the DT cord-223212-5j5r6dd5 13 28 epidemic epidemic NN cord-223212-5j5r6dd5 13 29 using use VBG cord-223212-5j5r6dd5 13 30 standard standard JJ cord-223212-5j5r6dd5 13 31 epidemic epidemic NN cord-223212-5j5r6dd5 13 32 models model NNS cord-223212-5j5r6dd5 13 33 . . . cord-223212-5j5r6dd5 14 1 Such such JJ cord-223212-5j5r6dd5 14 2 models model NNS cord-223212-5j5r6dd5 14 3 include include VBP cord-223212-5j5r6dd5 14 4 the the DT cord-223212-5j5r6dd5 14 5 ( ( -LRB- cord-223212-5j5r6dd5 14 6 stochastic stochastic JJ cord-223212-5j5r6dd5 14 7 ) ) -RRB- cord-223212-5j5r6dd5 14 8 Reed Reed NNP cord-223212-5j5r6dd5 14 9 - - HYPH cord-223212-5j5r6dd5 14 10 Frost Frost NNP cord-223212-5j5r6dd5 14 11 model model NN cord-223212-5j5r6dd5 14 12 and and CC cord-223212-5j5r6dd5 14 13 more more JJR cord-223212-5j5r6dd5 14 14 general general JJ cord-223212-5j5r6dd5 14 15 Markov Markov NNP cord-223212-5j5r6dd5 14 16 chain chain NN cord-223212-5j5r6dd5 14 17 models model NNS cord-223212-5j5r6dd5 14 18 , , , cord-223212-5j5r6dd5 14 19 or or CC cord-223212-5j5r6dd5 14 20 the the DT cord-223212-5j5r6dd5 14 21 corresponding corresponding JJ cord-223212-5j5r6dd5 14 22 ( ( -LRB- cord-223212-5j5r6dd5 14 23 deterministic deterministic JJ cord-223212-5j5r6dd5 14 24 ) ) -RRB- cord-223212-5j5r6dd5 14 25 law law NN cord-223212-5j5r6dd5 14 26 of of IN cord-223212-5j5r6dd5 14 27 large large JJ cord-223212-5j5r6dd5 14 28 numbers number NNS cord-223212-5j5r6dd5 14 29 limits limit NNS cord-223212-5j5r6dd5 14 30 such such JJ cord-223212-5j5r6dd5 14 31 as as IN cord-223212-5j5r6dd5 14 32 the the DT cord-223212-5j5r6dd5 14 33 general general JJ cord-223212-5j5r6dd5 14 34 epidemic epidemic NN cord-223212-5j5r6dd5 14 35 model model NN cord-223212-5j5r6dd5 14 36 , , , cord-223212-5j5r6dd5 14 37 see see VB cord-223212-5j5r6dd5 14 38 [ [ -LRB- cord-223212-5j5r6dd5 14 39 3 3 CD cord-223212-5j5r6dd5 14 40 ] ] -RRB- cord-223212-5j5r6dd5 14 41 . . . cord-223212-5j5r6dd5 15 1 There there EX cord-223212-5j5r6dd5 15 2 is be VBZ cord-223212-5j5r6dd5 15 3 an an DT cord-223212-5j5r6dd5 15 4 extensive extensive JJ cord-223212-5j5r6dd5 15 5 literature literature NN cord-223212-5j5r6dd5 15 6 on on IN cord-223212-5j5r6dd5 15 7 extensions extension NNS cord-223212-5j5r6dd5 15 8 of of IN cord-223212-5j5r6dd5 15 9 the the DT cord-223212-5j5r6dd5 15 10 standard standard JJ cord-223212-5j5r6dd5 15 11 epidemic epidemic NN cord-223212-5j5r6dd5 15 12 models model NNS cord-223212-5j5r6dd5 15 13 incorporating incorporate VBG cord-223212-5j5r6dd5 15 14 various various JJ cord-223212-5j5r6dd5 15 15 degrees degree NNS cord-223212-5j5r6dd5 15 16 of of IN cord-223212-5j5r6dd5 15 17 heterogeneity heterogeneity NN cord-223212-5j5r6dd5 15 18 in in IN cord-223212-5j5r6dd5 15 19 the the DT cord-223212-5j5r6dd5 15 20 population population NN cord-223212-5j5r6dd5 15 21 , , , cord-223212-5j5r6dd5 15 22 e.g. e.g. RB cord-223212-5j5r6dd5 15 23 age age NN cord-223212-5j5r6dd5 15 24 groups group NNS cord-223212-5j5r6dd5 15 25 , , , cord-223212-5j5r6dd5 15 26 demographic demographic JJ cord-223212-5j5r6dd5 15 27 information information NN cord-223212-5j5r6dd5 15 28 , , , cord-223212-5j5r6dd5 15 29 spatial spatial JJ cord-223212-5j5r6dd5 15 30 dependence dependence NN cord-223212-5j5r6dd5 15 31 , , , cord-223212-5j5r6dd5 15 32 etc etc FW cord-223212-5j5r6dd5 15 33 . . . cord-223212-5j5r6dd5 16 1 These these DT cord-223212-5j5r6dd5 16 2 additional additional JJ cord-223212-5j5r6dd5 16 3 characteristics characteristic NNS cord-223212-5j5r6dd5 16 4 make make VBP cord-223212-5j5r6dd5 16 5 the the DT cord-223212-5j5r6dd5 16 6 models model NNS cord-223212-5j5r6dd5 16 7 more more RBR cord-223212-5j5r6dd5 16 8 realistic realistic JJ cord-223212-5j5r6dd5 16 9 . . . cord-223212-5j5r6dd5 17 1 For for IN cord-223212-5j5r6dd5 17 2 instance instance NN cord-223212-5j5r6dd5 17 3 , , , cord-223212-5j5r6dd5 17 4 it -PRON- PRP cord-223212-5j5r6dd5 17 5 is be VBZ cord-223212-5j5r6dd5 17 6 possible possible JJ cord-223212-5j5r6dd5 17 7 to to TO cord-223212-5j5r6dd5 17 8 evaluate evaluate VB cord-223212-5j5r6dd5 17 9 the the DT cord-223212-5j5r6dd5 17 10 effect effect NN cord-223212-5j5r6dd5 17 11 of of IN cord-223212-5j5r6dd5 17 12 various various JJ cord-223212-5j5r6dd5 17 13 intervention intervention NN cord-223212-5j5r6dd5 17 14 strategies strategy NNS cord-223212-5j5r6dd5 17 15 . . . cord-223212-5j5r6dd5 18 1 More More JJR cord-223212-5j5r6dd5 18 2 complex complex JJ cord-223212-5j5r6dd5 18 3 models model NNS cord-223212-5j5r6dd5 18 4 also also RB cord-223212-5j5r6dd5 18 5 involve involve VBP cord-223212-5j5r6dd5 18 6 additional additional JJ cord-223212-5j5r6dd5 18 7 parameters parameter NNS cord-223212-5j5r6dd5 18 8 that that WDT cord-223212-5j5r6dd5 18 9 need need VBP cord-223212-5j5r6dd5 18 10 to to TO cord-223212-5j5r6dd5 18 11 be be VB cord-223212-5j5r6dd5 18 12 estimated estimate VBN cord-223212-5j5r6dd5 18 13 , , , cord-223212-5j5r6dd5 18 14 contributing contribute VBG cord-223212-5j5r6dd5 18 15 to to IN cord-223212-5j5r6dd5 18 16 a a DT cord-223212-5j5r6dd5 18 17 higher high JJR cord-223212-5j5r6dd5 18 18 degree degree NN cord-223212-5j5r6dd5 18 19 of of IN cord-223212-5j5r6dd5 18 20 parameter parameter NN cord-223212-5j5r6dd5 18 21 uncertainty uncertainty NN cord-223212-5j5r6dd5 18 22 . . . cord-223212-5j5r6dd5 19 1 A a DT cord-223212-5j5r6dd5 19 2 problem problem NN cord-223212-5j5r6dd5 19 3 when when WRB cord-223212-5j5r6dd5 19 4 calibrating calibrate VBG cord-223212-5j5r6dd5 19 5 , , , cord-223212-5j5r6dd5 19 6 even even RB cord-223212-5j5r6dd5 19 7 the the DT cord-223212-5j5r6dd5 19 8 standard standard JJ cord-223212-5j5r6dd5 19 9 epidemic epidemic NN cord-223212-5j5r6dd5 19 10 models model NNS cord-223212-5j5r6dd5 19 11 , , , cord-223212-5j5r6dd5 19 12 to to IN cord-223212-5j5r6dd5 20 1 COVID-19 COVID-19 NNP cord-223212-5j5r6dd5 20 2 data data NNP cord-223212-5j5r6dd5 20 3 is be VBZ cord-223212-5j5r6dd5 20 4 that that IN cord-223212-5j5r6dd5 20 5 there there EX cord-223212-5j5r6dd5 20 6 are be VBP cord-223212-5j5r6dd5 20 7 few few JJ cord-223212-5j5r6dd5 20 8 reliable reliable JJ cord-223212-5j5r6dd5 20 9 sources source NNS cord-223212-5j5r6dd5 20 10 on on IN cord-223212-5j5r6dd5 20 11 the the DT cord-223212-5j5r6dd5 20 12 number number NN cord-223212-5j5r6dd5 20 13 of of IN cord-223212-5j5r6dd5 20 14 infected infected JJ cord-223212-5j5r6dd5 20 15 individuals individual NNS cord-223212-5j5r6dd5 20 16 . . . cord-223212-5j5r6dd5 21 1 Publicly publicly RB cord-223212-5j5r6dd5 21 2 available available JJ cord-223212-5j5r6dd5 21 3 sources source NNS cord-223212-5j5r6dd5 21 4 provide provide VBP cord-223212-5j5r6dd5 21 5 data datum NNS cord-223212-5j5r6dd5 21 6 on on IN cord-223212-5j5r6dd5 21 7 the the DT cord-223212-5j5r6dd5 21 8 number number NN cord-223212-5j5r6dd5 21 9 of of IN cord-223212-5j5r6dd5 21 10 positive positive JJ cord-223212-5j5r6dd5 21 11 tests test NNS cord-223212-5j5r6dd5 21 12 , , , cord-223212-5j5r6dd5 21 13 the the DT cord-223212-5j5r6dd5 21 14 number number NN cord-223212-5j5r6dd5 21 15 of of IN cord-223212-5j5r6dd5 21 16 hospitalizations hospitalization NNS cord-223212-5j5r6dd5 21 17 , , , cord-223212-5j5r6dd5 21 18 the the DT cord-223212-5j5r6dd5 21 19 number number NN cord-223212-5j5r6dd5 21 20 of of IN cord-223212-5j5r6dd5 21 21 ICU ICU NNP cord-223212-5j5r6dd5 21 22 admission admission NN cord-223212-5j5r6dd5 21 23 and and CC cord-223212-5j5r6dd5 21 24 the the DT cord-223212-5j5r6dd5 21 25 number number NN cord-223212-5j5r6dd5 21 26 of of IN cord-223212-5j5r6dd5 21 27 deaths death NNS cord-223212-5j5r6dd5 21 28 due due JJ cord-223212-5j5r6dd5 21 29 to to IN cord-223212-5j5r6dd5 21 30 COVID-19 COVID-19 NNP cord-223212-5j5r6dd5 21 31 . . . cord-223212-5j5r6dd5 22 1 In in IN cord-223212-5j5r6dd5 22 2 some some DT cord-223212-5j5r6dd5 22 3 cases case NNS cord-223212-5j5r6dd5 22 4 , , , cord-223212-5j5r6dd5 22 5 small small JJ cord-223212-5j5r6dd5 22 6 random random JJ cord-223212-5j5r6dd5 22 7 samples sample NNS cord-223212-5j5r6dd5 22 8 of of IN cord-223212-5j5r6dd5 22 9 an an DT cord-223212-5j5r6dd5 22 10 active active JJ cord-223212-5j5r6dd5 22 11 infection infection NN cord-223212-5j5r6dd5 22 12 may may MD cord-223212-5j5r6dd5 22 13 be be VB cord-223212-5j5r6dd5 22 14 available available JJ cord-223212-5j5r6dd5 22 15 . . . cord-223212-5j5r6dd5 23 1 For for IN cord-223212-5j5r6dd5 23 2 example example NN cord-223212-5j5r6dd5 23 3 , , , cord-223212-5j5r6dd5 23 4 the the DT cord-223212-5j5r6dd5 23 5 Swedish Swedish NNP cord-223212-5j5r6dd5 23 6 Folkhälsomyndigheten Folkhälsomyndigheten NNP cord-223212-5j5r6dd5 23 7 performed perform VBD cord-223212-5j5r6dd5 23 8 such such PDT cord-223212-5j5r6dd5 23 9 a a DT cord-223212-5j5r6dd5 23 10 test test NN cord-223212-5j5r6dd5 23 11 in in IN cord-223212-5j5r6dd5 23 12 Stockholm Stockholm NNP cord-223212-5j5r6dd5 23 13 with with IN cord-223212-5j5r6dd5 23 14 about about RB cord-223212-5j5r6dd5 23 15 700 700 CD cord-223212-5j5r6dd5 23 16 subjects subject NNS cord-223212-5j5r6dd5 23 17 in in IN cord-223212-5j5r6dd5 23 18 early early JJ cord-223212-5j5r6dd5 23 19 April April NNP cord-223212-5j5r6dd5 23 20 2020 2020 CD cord-223212-5j5r6dd5 23 21 . . . cord-223212-5j5r6dd5 24 1 Moreover moreover RB cord-223212-5j5r6dd5 24 2 , , , cord-223212-5j5r6dd5 24 3 there there EX cord-223212-5j5r6dd5 24 4 is be VBZ cord-223212-5j5r6dd5 24 5 still still RB cord-223212-5j5r6dd5 24 6 no no DT cord-223212-5j5r6dd5 24 7 consensus consensus NN cord-223212-5j5r6dd5 24 8 in in IN cord-223212-5j5r6dd5 24 9 the the DT cord-223212-5j5r6dd5 24 10 literature literature NN cord-223212-5j5r6dd5 24 11 on on IN cord-223212-5j5r6dd5 24 12 the the DT cord-223212-5j5r6dd5 24 13 value value NN cord-223212-5j5r6dd5 24 14 of of IN cord-223212-5j5r6dd5 24 15 important important JJ cord-223212-5j5r6dd5 24 16 parameters parameter NNS cord-223212-5j5r6dd5 24 17 such such JJ cord-223212-5j5r6dd5 24 18 as as IN cord-223212-5j5r6dd5 24 19 the the DT cord-223212-5j5r6dd5 24 20 basic basic JJ cord-223212-5j5r6dd5 24 21 reproduction reproduction NN cord-223212-5j5r6dd5 24 22 number number NN cord-223212-5j5r6dd5 24 23 R r NN cord-223212-5j5r6dd5 24 24 0 0 CD cord-223212-5j5r6dd5 24 25 and and CC cord-223212-5j5r6dd5 24 26 the the DT cord-223212-5j5r6dd5 24 27 infection infection NN cord-223212-5j5r6dd5 24 28 fatality fatality NN cord-223212-5j5r6dd5 24 29 rate rate NN cord-223212-5j5r6dd5 24 30 . . . cord-223212-5j5r6dd5 25 1 A a DT cord-223212-5j5r6dd5 25 2 useful useful JJ cord-223212-5j5r6dd5 25 3 approach approach NN cord-223212-5j5r6dd5 25 4 to to TO cord-223212-5j5r6dd5 25 5 incorporate incorporate VB cord-223212-5j5r6dd5 25 6 the the DT cord-223212-5j5r6dd5 25 7 parameter parameter NN cord-223212-5j5r6dd5 25 8 uncertainty uncertainty NN cord-223212-5j5r6dd5 25 9 in in IN cord-223212-5j5r6dd5 25 10 the the DT cord-223212-5j5r6dd5 25 11 models model NNS cord-223212-5j5r6dd5 25 12 is be VBZ cord-223212-5j5r6dd5 25 13 to to TO cord-223212-5j5r6dd5 25 14 consider consider VB cord-223212-5j5r6dd5 25 15 a a DT cord-223212-5j5r6dd5 25 16 Bayesian bayesian JJ cord-223212-5j5r6dd5 25 17 framework framework NN cord-223212-5j5r6dd5 25 18 . . . cord-223212-5j5r6dd5 26 1 In in IN cord-223212-5j5r6dd5 26 2 the the DT cord-223212-5j5r6dd5 26 3 Bayesian bayesian JJ cord-223212-5j5r6dd5 26 4 approach approach NN cord-223212-5j5r6dd5 26 5 parameter parameter NN cord-223212-5j5r6dd5 26 6 uncertainty uncertainty NN cord-223212-5j5r6dd5 26 7 is be VBZ cord-223212-5j5r6dd5 26 8 quantified quantify VBN cord-223212-5j5r6dd5 26 9 by by IN cord-223212-5j5r6dd5 26 10 prior prior JJ cord-223212-5j5r6dd5 26 11 distributions distribution NNS cord-223212-5j5r6dd5 26 12 over over IN cord-223212-5j5r6dd5 26 13 the the DT cord-223212-5j5r6dd5 26 14 unknown unknown JJ cord-223212-5j5r6dd5 26 15 parameters parameter NNS cord-223212-5j5r6dd5 26 16 . . . cord-223212-5j5r6dd5 27 1 The the DT cord-223212-5j5r6dd5 27 2 impact impact NN cord-223212-5j5r6dd5 27 3 of of IN cord-223212-5j5r6dd5 27 4 observed observed JJ cord-223212-5j5r6dd5 27 5 data datum NNS cord-223212-5j5r6dd5 27 6 , , , cord-223212-5j5r6dd5 27 7 in in IN cord-223212-5j5r6dd5 27 8 the the DT cord-223212-5j5r6dd5 27 9 form form NN cord-223212-5j5r6dd5 27 10 of of IN cord-223212-5j5r6dd5 27 11 a a DT cord-223212-5j5r6dd5 27 12 likelihood likelihood NN cord-223212-5j5r6dd5 27 13 , , , cord-223212-5j5r6dd5 27 14 yields yield NNS cord-223212-5j5r6dd5 27 15 , , , cord-223212-5j5r6dd5 27 16 via via IN cord-223212-5j5r6dd5 27 17 Bayes Bayes NNP cord-223212-5j5r6dd5 27 18 ' ' POS cord-223212-5j5r6dd5 27 19 theorem theorem NN cord-223212-5j5r6dd5 27 20 , , , cord-223212-5j5r6dd5 27 21 the the DT cord-223212-5j5r6dd5 27 22 posterior posterior JJ cord-223212-5j5r6dd5 27 23 distribution distribution NN cord-223212-5j5r6dd5 27 24 , , , cord-223212-5j5r6dd5 27 25 which which WDT cord-223212-5j5r6dd5 27 26 quantifies quantify VBZ cord-223212-5j5r6dd5 27 27 the the DT cord-223212-5j5r6dd5 27 28 effects effect NNS cord-223212-5j5r6dd5 27 29 of of IN cord-223212-5j5r6dd5 27 30 parameter parameter NN cord-223212-5j5r6dd5 27 31 uncertainty uncertainty NN cord-223212-5j5r6dd5 27 32 . . . cord-223212-5j5r6dd5 28 1 The the DT cord-223212-5j5r6dd5 28 2 posterior posterior NN cord-223212-5j5r6dd5 28 3 can can MD cord-223212-5j5r6dd5 28 4 be be VB cord-223212-5j5r6dd5 28 5 used use VBN cord-223212-5j5r6dd5 28 6 to to TO cord-223212-5j5r6dd5 28 7 construct construct VB cord-223212-5j5r6dd5 28 8 estimates estimate NNS cord-223212-5j5r6dd5 28 9 on on IN cord-223212-5j5r6dd5 28 10 the the DT cord-223212-5j5r6dd5 28 11 number number NN cord-223212-5j5r6dd5 28 12 of of IN cord-223212-5j5r6dd5 28 13 infected infected JJ cord-223212-5j5r6dd5 28 14 individuals individual NNS cord-223212-5j5r6dd5 28 15 , , , cord-223212-5j5r6dd5 28 16 predictions prediction NNS cord-223212-5j5r6dd5 28 17 on on IN cord-223212-5j5r6dd5 28 18 the the DT cord-223212-5j5r6dd5 28 19 future future JJ cord-223212-5j5r6dd5 28 20 occurrence occurrence NN cord-223212-5j5r6dd5 28 21 of of IN cord-223212-5j5r6dd5 28 22 infections infection NNS cord-223212-5j5r6dd5 28 23 and and CC cord-223212-5j5r6dd5 28 24 deaths death NNS cord-223212-5j5r6dd5 28 25 , , , cord-223212-5j5r6dd5 28 26 as as RB cord-223212-5j5r6dd5 28 27 well well RB cord-223212-5j5r6dd5 28 28 as as IN cord-223212-5j5r6dd5 28 29 uncertainties uncertainty NNS cord-223212-5j5r6dd5 28 30 in in IN cord-223212-5j5r6dd5 28 31 such such JJ cord-223212-5j5r6dd5 28 32 estimates estimate NNS cord-223212-5j5r6dd5 28 33 . . . cord-223212-5j5r6dd5 29 1 In in IN cord-223212-5j5r6dd5 29 2 this this DT cord-223212-5j5r6dd5 29 3 paper paper NN cord-223212-5j5r6dd5 29 4 an an DT cord-223212-5j5r6dd5 29 5 SEIR SEIR NNP cord-223212-5j5r6dd5 29 6 epidemic epidemic NN cord-223212-5j5r6dd5 29 7 model model NN cord-223212-5j5r6dd5 29 8 with with IN cord-223212-5j5r6dd5 29 9 time time NN cord-223212-5j5r6dd5 29 10 - - HYPH cord-223212-5j5r6dd5 29 11 varying vary VBG cord-223212-5j5r6dd5 29 12 contact contact NN cord-223212-5j5r6dd5 29 13 rate rate NN cord-223212-5j5r6dd5 29 14 will will MD cord-223212-5j5r6dd5 29 15 be be VB cord-223212-5j5r6dd5 29 16 used use VBN cord-223212-5j5r6dd5 29 17 to to TO cord-223212-5j5r6dd5 29 18 model model VB cord-223212-5j5r6dd5 29 19 the the DT cord-223212-5j5r6dd5 29 20 evolution evolution NN cord-223212-5j5r6dd5 29 21 of of IN cord-223212-5j5r6dd5 29 22 the the DT cord-223212-5j5r6dd5 29 23 number number NN cord-223212-5j5r6dd5 29 24 of of IN cord-223212-5j5r6dd5 29 25 susceptible susceptible JJ cord-223212-5j5r6dd5 29 26 ( ( -LRB- cord-223212-5j5r6dd5 29 27 S S NNP cord-223212-5j5r6dd5 29 28 ) ) -RRB- cord-223212-5j5r6dd5 29 29 , , , cord-223212-5j5r6dd5 29 30 exposed expose VBN cord-223212-5j5r6dd5 29 31 ( ( -LRB- cord-223212-5j5r6dd5 29 32 E E NNP cord-223212-5j5r6dd5 29 33 ) ) -RRB- cord-223212-5j5r6dd5 29 34 , , , cord-223212-5j5r6dd5 29 35 infected infect VBN cord-223212-5j5r6dd5 29 36 ( ( -LRB- cord-223212-5j5r6dd5 29 37 I i NN cord-223212-5j5r6dd5 29 38 ) ) -RRB- cord-223212-5j5r6dd5 29 39 , , , cord-223212-5j5r6dd5 29 40 and and CC cord-223212-5j5r6dd5 29 41 recovered recover VBN cord-223212-5j5r6dd5 29 42 ( ( -LRB- cord-223212-5j5r6dd5 29 43 R r NN cord-223212-5j5r6dd5 29 44 ) ) -RRB- cord-223212-5j5r6dd5 29 45 individuals individual NNS cord-223212-5j5r6dd5 29 46 . . . cord-223212-5j5r6dd5 30 1 A a DT cord-223212-5j5r6dd5 30 2 time time NN cord-223212-5j5r6dd5 30 3 varying vary VBG cord-223212-5j5r6dd5 30 4 contact contact NN cord-223212-5j5r6dd5 30 5 rate rate NN cord-223212-5j5r6dd5 30 6 is be VBZ cord-223212-5j5r6dd5 30 7 used use VBN cord-223212-5j5r6dd5 30 8 to to TO cord-223212-5j5r6dd5 30 9 capture capture VB cord-223212-5j5r6dd5 30 10 heterogeneity heterogeneity NN cord-223212-5j5r6dd5 30 11 in in IN cord-223212-5j5r6dd5 30 12 the the DT cord-223212-5j5r6dd5 30 13 population population NN cord-223212-5j5r6dd5 30 14 , , , cord-223212-5j5r6dd5 30 15 which which WDT cord-223212-5j5r6dd5 30 16 causes cause VBZ cord-223212-5j5r6dd5 30 17 the the DT cord-223212-5j5r6dd5 30 18 rate rate NN cord-223212-5j5r6dd5 30 19 of of IN cord-223212-5j5r6dd5 30 20 the the DT cord-223212-5j5r6dd5 30 21 spread spread NN cord-223212-5j5r6dd5 30 22 of of IN cord-223212-5j5r6dd5 30 23 the the DT cord-223212-5j5r6dd5 30 24 epidemic epidemic NN cord-223212-5j5r6dd5 30 25 to to TO cord-223212-5j5r6dd5 30 26 vary vary VB cord-223212-5j5r6dd5 30 27 as as IN cord-223212-5j5r6dd5 30 28 the the DT cord-223212-5j5r6dd5 30 29 virus virus NN cord-223212-5j5r6dd5 30 30 spreads spread VBZ cord-223212-5j5r6dd5 30 31 through through IN cord-223212-5j5r6dd5 30 32 the the DT cord-223212-5j5r6dd5 30 33 population population NN cord-223212-5j5r6dd5 30 34 . . . cord-223212-5j5r6dd5 31 1 Moreover moreover RB cord-223212-5j5r6dd5 31 2 , , , cord-223212-5j5r6dd5 31 3 the the DT cord-223212-5j5r6dd5 31 4 time time NN cord-223212-5j5r6dd5 31 5 varying vary VBG cord-223212-5j5r6dd5 31 6 contact contact NN cord-223212-5j5r6dd5 31 7 rate rate NN cord-223212-5j5r6dd5 31 8 allows allow VBZ cord-223212-5j5r6dd5 31 9 modeling model VBG cord-223212-5j5r6dd5 31 10 the the DT cord-223212-5j5r6dd5 31 11 effect effect NN cord-223212-5j5r6dd5 31 12 of of IN cord-223212-5j5r6dd5 31 13 interventions intervention NNS cord-223212-5j5r6dd5 31 14 aimed aim VBN cord-223212-5j5r6dd5 31 15 at at IN cord-223212-5j5r6dd5 31 16 reducing reduce VBG cord-223212-5j5r6dd5 31 17 the the DT cord-223212-5j5r6dd5 31 18 rate rate NN cord-223212-5j5r6dd5 31 19 of of IN cord-223212-5j5r6dd5 31 20 epidemic epidemic NN cord-223212-5j5r6dd5 31 21 spread spread NN cord-223212-5j5r6dd5 31 22 . . . cord-223212-5j5r6dd5 32 1 A a DT cord-223212-5j5r6dd5 32 2 Poisson Poisson NNP cord-223212-5j5r6dd5 32 3 point point NN cord-223212-5j5r6dd5 32 4 process process NN cord-223212-5j5r6dd5 32 5 is be VBZ cord-223212-5j5r6dd5 32 6 introduced introduce VBN cord-223212-5j5r6dd5 32 7 to to TO cord-223212-5j5r6dd5 32 8 model model VB cord-223212-5j5r6dd5 32 9 the the DT cord-223212-5j5r6dd5 32 10 occurrence occurrence NN cord-223212-5j5r6dd5 32 11 and and CC cord-223212-5j5r6dd5 32 12 time time NN cord-223212-5j5r6dd5 32 13 of of IN cord-223212-5j5r6dd5 32 14 deaths death NNS cord-223212-5j5r6dd5 32 15 . . . cord-223212-5j5r6dd5 33 1 Random random JJ cord-223212-5j5r6dd5 33 2 samples sample NNS cord-223212-5j5r6dd5 33 3 of of IN cord-223212-5j5r6dd5 33 4 tests test NNS cord-223212-5j5r6dd5 33 5 for for IN cord-223212-5j5r6dd5 33 6 active active JJ cord-223212-5j5r6dd5 33 7 infections infection NNS cord-223212-5j5r6dd5 33 8 are be VBP cord-223212-5j5r6dd5 33 9 treated treat VBN cord-223212-5j5r6dd5 33 10 as as IN cord-223212-5j5r6dd5 33 11 binomial binomial JJ cord-223212-5j5r6dd5 33 12 trials trial NNS cord-223212-5j5r6dd5 33 13 where where WRB cord-223212-5j5r6dd5 33 14 the the DT cord-223212-5j5r6dd5 33 15 success success NN cord-223212-5j5r6dd5 33 16 probability probability NN cord-223212-5j5r6dd5 33 17 is be VBZ cord-223212-5j5r6dd5 33 18 the the DT cord-223212-5j5r6dd5 33 19 proportion proportion NN cord-223212-5j5r6dd5 33 20 of of IN cord-223212-5j5r6dd5 33 21 the the DT cord-223212-5j5r6dd5 33 22 population population NN cord-223212-5j5r6dd5 33 23 in in IN cord-223212-5j5r6dd5 33 24 the the DT cord-223212-5j5r6dd5 33 25 infectious infectious JJ cord-223212-5j5r6dd5 33 26 state state NN cord-223212-5j5r6dd5 33 27 . . . cord-223212-5j5r6dd5 34 1 The the DT cord-223212-5j5r6dd5 34 2 methods method NNS cord-223212-5j5r6dd5 34 3 are be VBP cord-223212-5j5r6dd5 34 4 illustrated illustrate VBN cord-223212-5j5r6dd5 34 5 on on IN cord-223212-5j5r6dd5 34 6 regional regional JJ cord-223212-5j5r6dd5 34 7 data datum NNS cord-223212-5j5r6dd5 34 8 of of IN cord-223212-5j5r6dd5 34 9 daily daily JJ cord-223212-5j5r6dd5 34 10 COVID-19 covid-19 JJ cord-223212-5j5r6dd5 34 11 deaths death NNS cord-223212-5j5r6dd5 34 12 in in IN cord-223212-5j5r6dd5 34 13 Sweden Sweden NNP cord-223212-5j5r6dd5 34 14 . . . cord-223212-5j5r6dd5 35 1 It -PRON- PRP cord-223212-5j5r6dd5 35 2 is be VBZ cord-223212-5j5r6dd5 35 3 demonstrated demonstrate VBN cord-223212-5j5r6dd5 35 4 that that IN cord-223212-5j5r6dd5 35 5 , , , cord-223212-5j5r6dd5 35 6 by by IN cord-223212-5j5r6dd5 35 7 combining combine VBG cord-223212-5j5r6dd5 35 8 the the DT cord-223212-5j5r6dd5 35 9 information information NN cord-223212-5j5r6dd5 35 10 in in IN cord-223212-5j5r6dd5 35 11 the the DT cord-223212-5j5r6dd5 35 12 observed observed JJ cord-223212-5j5r6dd5 35 13 number number NN cord-223212-5j5r6dd5 35 14 of of IN cord-223212-5j5r6dd5 35 15 deaths death NNS cord-223212-5j5r6dd5 35 16 and and CC cord-223212-5j5r6dd5 35 17 random random JJ cord-223212-5j5r6dd5 35 18 samples sample NNS cord-223212-5j5r6dd5 35 19 of of IN cord-223212-5j5r6dd5 35 20 active active JJ cord-223212-5j5r6dd5 35 21 infections infection NNS cord-223212-5j5r6dd5 35 22 , , , cord-223212-5j5r6dd5 35 23 fairly fairly RB cord-223212-5j5r6dd5 35 24 precise precise JJ cord-223212-5j5r6dd5 35 25 estimates estimate NNS cord-223212-5j5r6dd5 35 26 on on IN cord-223212-5j5r6dd5 35 27 the the DT cord-223212-5j5r6dd5 35 28 number number NN cord-223212-5j5r6dd5 35 29 of of IN cord-223212-5j5r6dd5 35 30 infected infected JJ cord-223212-5j5r6dd5 35 31 individuals individual NNS cord-223212-5j5r6dd5 35 32 can can MD cord-223212-5j5r6dd5 35 33 be be VB cord-223212-5j5r6dd5 35 34 given give VBN cord-223212-5j5r6dd5 35 35 . . . cord-223212-5j5r6dd5 36 1 By by IN cord-223212-5j5r6dd5 36 2 assuming assume VBG cord-223212-5j5r6dd5 36 3 that that IN cord-223212-5j5r6dd5 36 4 some some DT cord-223212-5j5r6dd5 36 5 parameters parameter NNS cord-223212-5j5r6dd5 36 6 are be VBP cord-223212-5j5r6dd5 36 7 identical identical JJ cord-223212-5j5r6dd5 36 8 in in IN cord-223212-5j5r6dd5 36 9 several several JJ cord-223212-5j5r6dd5 36 10 regions region NNS cord-223212-5j5r6dd5 36 11 , , , cord-223212-5j5r6dd5 36 12 estimates estimate NNS cord-223212-5j5r6dd5 36 13 for for IN cord-223212-5j5r6dd5 36 14 regions region NNS cord-223212-5j5r6dd5 36 15 outside outside IN cord-223212-5j5r6dd5 36 16 Stockholm Stockholm NNP cord-223212-5j5r6dd5 36 17 can can MD cord-223212-5j5r6dd5 36 18 also also RB cord-223212-5j5r6dd5 36 19 be be VB cord-223212-5j5r6dd5 36 20 provided provide VBN cord-223212-5j5r6dd5 36 21 , , , cord-223212-5j5r6dd5 36 22 albeit albeit IN cord-223212-5j5r6dd5 36 23 with with IN cord-223212-5j5r6dd5 36 24 greater great JJR cord-223212-5j5r6dd5 36 25 uncertainty uncertainty NN cord-223212-5j5r6dd5 36 26 . . . cord-223212-5j5r6dd5 37 1 Our -PRON- PRP$ cord-223212-5j5r6dd5 37 2 approach approach NN cord-223212-5j5r6dd5 37 3 is be VBZ cord-223212-5j5r6dd5 37 4 inspired inspire VBN cord-223212-5j5r6dd5 37 5 by by IN cord-223212-5j5r6dd5 37 6 [ [ -LRB- cord-223212-5j5r6dd5 37 7 4 4 CD cord-223212-5j5r6dd5 37 8 ] ] -RRB- cord-223212-5j5r6dd5 37 9 where where WRB cord-223212-5j5r6dd5 37 10 the the DT cord-223212-5j5r6dd5 37 11 authors author NNS cord-223212-5j5r6dd5 37 12 considers consider VBZ cord-223212-5j5r6dd5 37 13 a a DT cord-223212-5j5r6dd5 37 14 Bayesian bayesian JJ cord-223212-5j5r6dd5 37 15 approach approach NN cord-223212-5j5r6dd5 37 16 to to TO cord-223212-5j5r6dd5 37 17 model model VB cord-223212-5j5r6dd5 37 18 an an DT cord-223212-5j5r6dd5 37 19 influenza influenza NN cord-223212-5j5r6dd5 37 20 outbreak outbreak NN cord-223212-5j5r6dd5 37 21 . . . cord-223212-5j5r6dd5 38 1 The the DT cord-223212-5j5r6dd5 38 2 main main JJ cord-223212-5j5r6dd5 38 3 extensions extension NNS cord-223212-5j5r6dd5 38 4 include include VBP cord-223212-5j5r6dd5 38 5 the the DT cord-223212-5j5r6dd5 38 6 introduction introduction NN cord-223212-5j5r6dd5 38 7 of of IN cord-223212-5j5r6dd5 38 8 the the DT cord-223212-5j5r6dd5 38 9 Poisson Poisson NNP cord-223212-5j5r6dd5 38 10 point point NN cord-223212-5j5r6dd5 38 11 process process NN cord-223212-5j5r6dd5 38 12 to to TO cord-223212-5j5r6dd5 38 13 model model VB cord-223212-5j5r6dd5 38 14 the the DT cord-223212-5j5r6dd5 38 15 occurrence occurrence NN cord-223212-5j5r6dd5 38 16 of of IN cord-223212-5j5r6dd5 38 17 deaths death NNS cord-223212-5j5r6dd5 38 18 , , , cord-223212-5j5r6dd5 38 19 the the DT cord-223212-5j5r6dd5 38 20 addition addition NN cord-223212-5j5r6dd5 38 21 of of IN cord-223212-5j5r6dd5 38 22 random random JJ cord-223212-5j5r6dd5 38 23 sampling sampling NN cord-223212-5j5r6dd5 38 24 to to TO cord-223212-5j5r6dd5 38 25 test test VB cord-223212-5j5r6dd5 38 26 for for IN cord-223212-5j5r6dd5 38 27 infection infection NN cord-223212-5j5r6dd5 38 28 , , , cord-223212-5j5r6dd5 38 29 and and CC cord-223212-5j5r6dd5 38 30 an an DT cord-223212-5j5r6dd5 38 31 extension extension NN cord-223212-5j5r6dd5 38 32 to to IN cord-223212-5j5r6dd5 38 33 multiple multiple JJ cord-223212-5j5r6dd5 38 34 regions region NNS cord-223212-5j5r6dd5 38 35 . . . cord-223212-5j5r6dd5 39 1 To to TO cord-223212-5j5r6dd5 39 2 evaluate evaluate VB cord-223212-5j5r6dd5 39 3 the the DT cord-223212-5j5r6dd5 39 4 posterior posterior JJ cord-223212-5j5r6dd5 39 5 distribution distribution NN cord-223212-5j5r6dd5 39 6 we -PRON- PRP cord-223212-5j5r6dd5 39 7 employ employ VBP cord-223212-5j5r6dd5 39 8 Markov Markov NNP cord-223212-5j5r6dd5 39 9 chain chain NN cord-223212-5j5r6dd5 39 10 Monte Monte NNP cord-223212-5j5r6dd5 39 11 Carlo Carlo NNP cord-223212-5j5r6dd5 39 12 ( ( -LRB- cord-223212-5j5r6dd5 39 13 MCMC MCMC NNP cord-223212-5j5r6dd5 39 14 ) ) -RRB- cord-223212-5j5r6dd5 39 15 sampling sampling NN cord-223212-5j5r6dd5 39 16 . . . cord-223212-5j5r6dd5 40 1 Samples sample NNS cord-223212-5j5r6dd5 40 2 from from IN cord-223212-5j5r6dd5 40 3 the the DT cord-223212-5j5r6dd5 40 4 posterior posterior NN cord-223212-5j5r6dd5 40 5 are be VBP cord-223212-5j5r6dd5 40 6 obtained obtain VBN cord-223212-5j5r6dd5 40 7 using use VBG cord-223212-5j5r6dd5 40 8 the the DT cord-223212-5j5r6dd5 40 9 Hamiltonian Hamiltonian NNP cord-223212-5j5r6dd5 40 10 Monte Monte NNP cord-223212-5j5r6dd5 40 11 Carlo Carlo NNP cord-223212-5j5r6dd5 40 12 algorithm algorithm NN cord-223212-5j5r6dd5 40 13 , , , cord-223212-5j5r6dd5 40 14 NUTS NUTS NNP cord-223212-5j5r6dd5 40 15 , , , cord-223212-5j5r6dd5 40 16 by by IN cord-223212-5j5r6dd5 40 17 [ [ -LRB- cord-223212-5j5r6dd5 40 18 9 9 CD cord-223212-5j5r6dd5 40 19 ] ] -RRB- cord-223212-5j5r6dd5 40 20 , , , cord-223212-5j5r6dd5 40 21 implemented implement VBN cord-223212-5j5r6dd5 40 22 in in IN cord-223212-5j5r6dd5 40 23 the the DT cord-223212-5j5r6dd5 40 24 software software NN cord-223212-5j5r6dd5 40 25 Stan Stan NNP cord-223212-5j5r6dd5 40 26 , , , cord-223212-5j5r6dd5 40 27 which which WDT cord-223212-5j5r6dd5 40 28 is be VBZ cord-223212-5j5r6dd5 40 29 an an DT cord-223212-5j5r6dd5 40 30 open open JJ cord-223212-5j5r6dd5 40 31 source source NN cord-223212-5j5r6dd5 40 32 software software NN cord-223212-5j5r6dd5 40 33 for for IN cord-223212-5j5r6dd5 40 34 MCMC MCMC NNP cord-223212-5j5r6dd5 40 35 . . . cord-223212-5j5r6dd5 41 1 To to TO cord-223212-5j5r6dd5 41 2 model model VB cord-223212-5j5r6dd5 41 3 the the DT cord-223212-5j5r6dd5 41 4 spread spread NN cord-223212-5j5r6dd5 41 5 of of IN cord-223212-5j5r6dd5 41 6 the the DT cord-223212-5j5r6dd5 41 7 epidemic epidemic NN cord-223212-5j5r6dd5 41 8 we -PRON- PRP cord-223212-5j5r6dd5 41 9 consider consider VBP cord-223212-5j5r6dd5 41 10 the the DT cord-223212-5j5r6dd5 41 11 deterministic deterministic JJ cord-223212-5j5r6dd5 41 12 SEIR seir NN cord-223212-5j5r6dd5 41 13 model model NN cord-223212-5j5r6dd5 41 14 [ [ -LRB- cord-223212-5j5r6dd5 41 15 1 1 CD cord-223212-5j5r6dd5 41 16 , , , cord-223212-5j5r6dd5 41 17 5 5 CD cord-223212-5j5r6dd5 41 18 ] ] -RRB- cord-223212-5j5r6dd5 41 19 , , , cord-223212-5j5r6dd5 41 20 which which WDT cord-223212-5j5r6dd5 41 21 is be VBZ cord-223212-5j5r6dd5 41 22 a a DT cord-223212-5j5r6dd5 41 23 simple simple JJ cord-223212-5j5r6dd5 41 24 deterministic deterministic JJ cord-223212-5j5r6dd5 41 25 model model NN cord-223212-5j5r6dd5 41 26 describing describe VBG cord-223212-5j5r6dd5 41 27 the the DT cord-223212-5j5r6dd5 41 28 evolution evolution NN cord-223212-5j5r6dd5 41 29 of of IN cord-223212-5j5r6dd5 41 30 the the DT cord-223212-5j5r6dd5 41 31 number number NN cord-223212-5j5r6dd5 41 32 of of IN cord-223212-5j5r6dd5 41 33 susceptible susceptible JJ cord-223212-5j5r6dd5 41 34 , , , cord-223212-5j5r6dd5 41 35 exposed expose VBN cord-223212-5j5r6dd5 41 36 , , , cord-223212-5j5r6dd5 41 37 infected infect VBN cord-223212-5j5r6dd5 41 38 , , , cord-223212-5j5r6dd5 41 39 and and CC cord-223212-5j5r6dd5 41 40 recovered recover VBD cord-223212-5j5r6dd5 41 41 individuals individual NNS cord-223212-5j5r6dd5 41 42 in in IN cord-223212-5j5r6dd5 41 43 a a DT cord-223212-5j5r6dd5 41 44 large large JJ cord-223212-5j5r6dd5 41 45 homogeneous homogeneous JJ cord-223212-5j5r6dd5 41 46 population population NN cord-223212-5j5r6dd5 41 47 with with IN cord-223212-5j5r6dd5 41 48 N n CD cord-223212-5j5r6dd5 41 49 individuals individual NNS cord-223212-5j5r6dd5 41 50 . . . cord-223212-5j5r6dd5 42 1 The the DT cord-223212-5j5r6dd5 42 2 epidemic epidemic NN cord-223212-5j5r6dd5 42 3 is be VBZ cord-223212-5j5r6dd5 42 4 modeled model VBN cord-223212-5j5r6dd5 42 5 by by IN cord-223212-5j5r6dd5 42 6 { { -LRB- cord-223212-5j5r6dd5 42 7 ( ( -LRB- cord-223212-5j5r6dd5 42 8 S s NN cord-223212-5j5r6dd5 42 9 t t NN cord-223212-5j5r6dd5 42 10 , , , cord-223212-5j5r6dd5 42 11 E E NNP cord-223212-5j5r6dd5 42 12 t t NN cord-223212-5j5r6dd5 42 13 , , , cord-223212-5j5r6dd5 42 14 I -PRON- PRP cord-223212-5j5r6dd5 42 15 t t NNP cord-223212-5j5r6dd5 42 16 ) ) -RRB- cord-223212-5j5r6dd5 42 17 , , , cord-223212-5j5r6dd5 42 18 t t NN cord-223212-5j5r6dd5 42 19 ≥ ≥ CD cord-223212-5j5r6dd5 42 20 0 0 CD cord-223212-5j5r6dd5 42 21 } } -RRB- cord-223212-5j5r6dd5 42 22 , , , cord-223212-5j5r6dd5 42 23 where where WRB cord-223212-5j5r6dd5 42 24 S S NNP cord-223212-5j5r6dd5 42 25 t t NN cord-223212-5j5r6dd5 42 26 , , , cord-223212-5j5r6dd5 42 27 E E NNP cord-223212-5j5r6dd5 42 28 t t NN cord-223212-5j5r6dd5 42 29 and and CC cord-223212-5j5r6dd5 42 30 I -PRON- PRP cord-223212-5j5r6dd5 42 31 t t MD cord-223212-5j5r6dd5 42 32 represent represent VB cord-223212-5j5r6dd5 42 33 the the DT cord-223212-5j5r6dd5 42 34 number number NN cord-223212-5j5r6dd5 42 35 of of IN cord-223212-5j5r6dd5 42 36 susceptible susceptible JJ cord-223212-5j5r6dd5 42 37 , , , cord-223212-5j5r6dd5 42 38 exposed expose VBN cord-223212-5j5r6dd5 42 39 and and CC cord-223212-5j5r6dd5 42 40 infected infect VBN cord-223212-5j5r6dd5 42 41 individuals individual NNS cord-223212-5j5r6dd5 42 42 at at IN cord-223212-5j5r6dd5 42 43 time time NN cord-223212-5j5r6dd5 42 44 t t NN cord-223212-5j5r6dd5 42 45 , , , cord-223212-5j5r6dd5 42 46 respectively respectively RB cord-223212-5j5r6dd5 42 47 . . . cord-223212-5j5r6dd5 43 1 The the DT cord-223212-5j5r6dd5 43 2 total total JJ cord-223212-5j5r6dd5 43 3 number number NN cord-223212-5j5r6dd5 43 4 of of IN cord-223212-5j5r6dd5 43 5 recovered recover VBN cord-223212-5j5r6dd5 43 6 and and CC cord-223212-5j5r6dd5 43 7 deceased deceased JJ cord-223212-5j5r6dd5 43 8 individuals individual NNS cord-223212-5j5r6dd5 43 9 at at IN cord-223212-5j5r6dd5 43 10 time time NN cord-223212-5j5r6dd5 43 11 t t NNP cord-223212-5j5r6dd5 43 12 ≥ ≥ CD cord-223212-5j5r6dd5 43 13 0 0 NFP cord-223212-5j5r6dd5 43 14 is be VBZ cord-223212-5j5r6dd5 43 15 always always RB cord-223212-5j5r6dd5 43 16 given give VBN cord-223212-5j5r6dd5 43 17 by by IN cord-223212-5j5r6dd5 43 18 N N NNP cord-223212-5j5r6dd5 43 19 − − NNP cord-223212-5j5r6dd5 43 20 S S NNP cord-223212-5j5r6dd5 44 1 t t NNP cord-223212-5j5r6dd5 44 2 − − NN cord-223212-5j5r6dd5 44 3 E E NNP cord-223212-5j5r6dd5 44 4 t t NN cord-223212-5j5r6dd5 44 5 − − NN cord-223212-5j5r6dd5 45 1 I -PRON- PRP cord-223212-5j5r6dd5 45 2 t t NN cord-223212-5j5r6dd5 45 3 . . . cord-223212-5j5r6dd5 46 1 The the DT cord-223212-5j5r6dd5 46 2 epidemic epidemic NN cord-223212-5j5r6dd5 46 3 starts start VBZ cord-223212-5j5r6dd5 46 4 from from IN cord-223212-5j5r6dd5 46 5 a a DT cord-223212-5j5r6dd5 46 6 state state NN cord-223212-5j5r6dd5 46 7 S S NNP cord-223212-5j5r6dd5 46 8 0 0 CD cord-223212-5j5r6dd5 46 9 , , , cord-223212-5j5r6dd5 46 10 E e NN cord-223212-5j5r6dd5 46 11 0 0 NN cord-223212-5j5r6dd5 46 12 , , , cord-223212-5j5r6dd5 46 13 I -PRON- PRP cord-223212-5j5r6dd5 46 14 0 0 CD cord-223212-5j5r6dd5 46 15 with with IN cord-223212-5j5r6dd5 46 16 S s NN cord-223212-5j5r6dd5 46 17 0 0 CD cord-223212-5j5r6dd5 47 1 + + CC cord-223212-5j5r6dd5 47 2 E e NN cord-223212-5j5r6dd5 47 3 0 0 CD cord-223212-5j5r6dd5 48 1 + + CC cord-223212-5j5r6dd5 49 1 I -PRON- PRP cord-223212-5j5r6dd5 49 2 0 0 CD cord-223212-5j5r6dd5 49 3 = = SYM cord-223212-5j5r6dd5 49 4 N n CD cord-223212-5j5r6dd5 49 5 , , , cord-223212-5j5r6dd5 49 6 and and CC cord-223212-5j5r6dd5 49 7 proceeds proceed NNS cord-223212-5j5r6dd5 49 8 by by IN cord-223212-5j5r6dd5 49 9 updating update VBG cord-223212-5j5r6dd5 50 1 , , , cord-223212-5j5r6dd5 50 2 The the DT cord-223212-5j5r6dd5 50 3 parameters parameter NNS cord-223212-5j5r6dd5 50 4 are be VBP cord-223212-5j5r6dd5 50 5 the the DT cord-223212-5j5r6dd5 50 6 contact contact NN cord-223212-5j5r6dd5 50 7 rate rate NN cord-223212-5j5r6dd5 50 8 β β XX cord-223212-5j5r6dd5 50 9 > > XX cord-223212-5j5r6dd5 50 10 0 0 NFP cord-223212-5j5r6dd5 50 11 , , , cord-223212-5j5r6dd5 50 12 the the DT cord-223212-5j5r6dd5 50 13 rate rate NN cord-223212-5j5r6dd5 50 14 ν ν NN cord-223212-5j5r6dd5 50 15 of of IN cord-223212-5j5r6dd5 50 16 transition transition NN cord-223212-5j5r6dd5 50 17 from from IN cord-223212-5j5r6dd5 50 18 the the DT cord-223212-5j5r6dd5 50 19 exposed expose VBN cord-223212-5j5r6dd5 50 20 to to IN cord-223212-5j5r6dd5 50 21 the the DT cord-223212-5j5r6dd5 50 22 infected infected JJ cord-223212-5j5r6dd5 50 23 state state NN cord-223212-5j5r6dd5 50 24 and and CC cord-223212-5j5r6dd5 50 25 the the DT cord-223212-5j5r6dd5 50 26 recovery recovery NN cord-223212-5j5r6dd5 50 27 rate rate NN cord-223212-5j5r6dd5 50 28 γ γ NN cord-223212-5j5r6dd5 50 29 > > XX cord-223212-5j5r6dd5 50 30 0 0 NFP cord-223212-5j5r6dd5 50 31 . . . cord-223212-5j5r6dd5 51 1 Note note VB cord-223212-5j5r6dd5 51 2 that that IN cord-223212-5j5r6dd5 51 3 I -PRON- PRP cord-223212-5j5r6dd5 51 4 t t NN cord-223212-5j5r6dd5 51 5 represents represent VBZ cord-223212-5j5r6dd5 51 6 the the DT cord-223212-5j5r6dd5 51 7 number number NN cord-223212-5j5r6dd5 51 8 of of IN cord-223212-5j5r6dd5 51 9 individuals individual NNS cord-223212-5j5r6dd5 51 10 with with IN cord-223212-5j5r6dd5 51 11 an an DT cord-223212-5j5r6dd5 51 12 active active JJ cord-223212-5j5r6dd5 51 13 infection infection NN cord-223212-5j5r6dd5 51 14 at at IN cord-223212-5j5r6dd5 51 15 time time NN cord-223212-5j5r6dd5 51 16 t t NN cord-223212-5j5r6dd5 51 17 , , , cord-223212-5j5r6dd5 51 18 whereas whereas IN cord-223212-5j5r6dd5 51 19 N N NNP cord-223212-5j5r6dd5 51 20 − − NNP cord-223212-5j5r6dd5 51 21 S S NNP cord-223212-5j5r6dd5 51 22 t t NN cord-223212-5j5r6dd5 51 23 is be VBZ cord-223212-5j5r6dd5 51 24 the the DT cord-223212-5j5r6dd5 51 25 cumulative cumulative JJ cord-223212-5j5r6dd5 51 26 number number NN cord-223212-5j5r6dd5 51 27 of of IN cord-223212-5j5r6dd5 51 28 individuals individual NNS cord-223212-5j5r6dd5 51 29 who who WP cord-223212-5j5r6dd5 51 30 have have VBP cord-223212-5j5r6dd5 51 31 been be VBN cord-223212-5j5r6dd5 51 32 exposed expose VBN cord-223212-5j5r6dd5 51 33 , , , cord-223212-5j5r6dd5 51 34 and and CC cord-223212-5j5r6dd5 51 35 possibly possibly RB cord-223212-5j5r6dd5 51 36 infected infect VBN cord-223212-5j5r6dd5 51 37 , , , cord-223212-5j5r6dd5 51 38 recovered recover VBN cord-223212-5j5r6dd5 51 39 or or CC cord-223212-5j5r6dd5 51 40 deceased decease VBN cord-223212-5j5r6dd5 51 41 , , , cord-223212-5j5r6dd5 51 42 up up RB cord-223212-5j5r6dd5 51 43 until until IN cord-223212-5j5r6dd5 51 44 time time NN cord-223212-5j5r6dd5 52 1 t. t. NNP cord-223212-5j5r6dd5 53 1 In in IN cord-223212-5j5r6dd5 53 2 the the DT cord-223212-5j5r6dd5 53 3 context context NN cord-223212-5j5r6dd5 53 4 of of IN cord-223212-5j5r6dd5 53 5 the the DT cord-223212-5j5r6dd5 53 6 COVID-19 covid-19 JJ cord-223212-5j5r6dd5 53 7 epidemic epidemic NN cord-223212-5j5r6dd5 53 8 the the DT cord-223212-5j5r6dd5 53 9 contact contact NN cord-223212-5j5r6dd5 53 10 rate rate NN cord-223212-5j5r6dd5 53 11 can can MD cord-223212-5j5r6dd5 53 12 not not RB cord-223212-5j5r6dd5 53 13 be be VB cord-223212-5j5r6dd5 53 14 assumed assume VBN cord-223212-5j5r6dd5 53 15 to to TO cord-223212-5j5r6dd5 53 16 be be VB cord-223212-5j5r6dd5 53 17 constant constant JJ cord-223212-5j5r6dd5 53 18 , , , cord-223212-5j5r6dd5 53 19 primarily primarily RB cord-223212-5j5r6dd5 53 20 due due JJ cord-223212-5j5r6dd5 53 21 to to IN cord-223212-5j5r6dd5 53 22 interventions intervention NNS cord-223212-5j5r6dd5 53 23 implemented implement VBN cord-223212-5j5r6dd5 53 24 in in IN cord-223212-5j5r6dd5 53 25 the the DT cord-223212-5j5r6dd5 53 26 early early JJ cord-223212-5j5r6dd5 53 27 stage stage NN cord-223212-5j5r6dd5 53 28 of of IN cord-223212-5j5r6dd5 53 29 the the DT cord-223212-5j5r6dd5 53 30 epidemic epidemic NN cord-223212-5j5r6dd5 53 31 . . . cord-223212-5j5r6dd5 54 1 Moreover moreover RB cord-223212-5j5r6dd5 54 2 , , , cord-223212-5j5r6dd5 54 3 as as IN cord-223212-5j5r6dd5 54 4 the the DT cord-223212-5j5r6dd5 54 5 SEIR SEIR NNP cord-223212-5j5r6dd5 54 6 model model NN cord-223212-5j5r6dd5 54 7 describes describe VBZ cord-223212-5j5r6dd5 54 8 the the DT cord-223212-5j5r6dd5 54 9 evolution evolution NN cord-223212-5j5r6dd5 54 10 at at IN cord-223212-5j5r6dd5 54 11 an an DT cord-223212-5j5r6dd5 54 12 aggregate aggregate JJ cord-223212-5j5r6dd5 54 13 level level NN cord-223212-5j5r6dd5 54 14 , , , cord-223212-5j5r6dd5 54 15 a a DT cord-223212-5j5r6dd5 54 16 time time NN cord-223212-5j5r6dd5 54 17 varying vary VBG cord-223212-5j5r6dd5 54 18 contact contact NN cord-223212-5j5r6dd5 54 19 rate rate NN cord-223212-5j5r6dd5 54 20 may may MD cord-223212-5j5r6dd5 54 21 be be VB cord-223212-5j5r6dd5 54 22 used use VBN cord-223212-5j5r6dd5 54 23 to to TO cord-223212-5j5r6dd5 54 24 capture capture VB cord-223212-5j5r6dd5 54 25 inhomogeneities inhomogeneity NNS cord-223212-5j5r6dd5 54 26 in in IN cord-223212-5j5r6dd5 54 27 the the DT cord-223212-5j5r6dd5 54 28 population population NN cord-223212-5j5r6dd5 54 29 . . . cord-223212-5j5r6dd5 55 1 If if IN cord-223212-5j5r6dd5 55 2 , , , cord-223212-5j5r6dd5 55 3 for for IN cord-223212-5j5r6dd5 55 4 example example NN cord-223212-5j5r6dd5 55 5 , , , cord-223212-5j5r6dd5 55 6 the the DT cord-223212-5j5r6dd5 55 7 epidemic epidemic NN cord-223212-5j5r6dd5 55 8 is be VBZ cord-223212-5j5r6dd5 55 9 initiated initiate VBN cord-223212-5j5r6dd5 55 10 in in IN cord-223212-5j5r6dd5 55 11 a a DT cord-223212-5j5r6dd5 55 12 rural rural JJ cord-223212-5j5r6dd5 55 13 area area NN cord-223212-5j5r6dd5 55 14 the the DT cord-223212-5j5r6dd5 55 15 contact contact NN cord-223212-5j5r6dd5 55 16 rate rate NN cord-223212-5j5r6dd5 55 17 may may MD cord-223212-5j5r6dd5 55 18 be be VB cord-223212-5j5r6dd5 55 19 rather rather RB cord-223212-5j5r6dd5 55 20 low low JJ cord-223212-5j5r6dd5 55 21 , , , cord-223212-5j5r6dd5 55 22 but but CC cord-223212-5j5r6dd5 55 23 as as IN cord-223212-5j5r6dd5 55 24 the the DT cord-223212-5j5r6dd5 55 25 epidemic epidemic NN cord-223212-5j5r6dd5 55 26 reaches reach VBZ cord-223212-5j5r6dd5 55 27 major major JJ cord-223212-5j5r6dd5 55 28 cities city NNS cord-223212-5j5r6dd5 55 29 the the DT cord-223212-5j5r6dd5 55 30 contact contact NN cord-223212-5j5r6dd5 55 31 rate rate NN cord-223212-5j5r6dd5 55 32 will will MD cord-223212-5j5r6dd5 55 33 be be VB cord-223212-5j5r6dd5 55 34 higher high JJR cord-223212-5j5r6dd5 55 35 . . . cord-223212-5j5r6dd5 56 1 The the DT cord-223212-5j5r6dd5 56 2 resulting result VBG cord-223212-5j5r6dd5 56 3 SEIR seir NN cord-223212-5j5r6dd5 56 4 model model NN cord-223212-5j5r6dd5 56 5 with with IN cord-223212-5j5r6dd5 56 6 time time NN cord-223212-5j5r6dd5 56 7 varying vary VBG cord-223212-5j5r6dd5 56 8 contact contact NN cord-223212-5j5r6dd5 56 9 rate rate NN cord-223212-5j5r6dd5 56 10 is be VBZ cord-223212-5j5r6dd5 56 11 given give VBN cord-223212-5j5r6dd5 56 12 by by IN cord-223212-5j5r6dd5 56 13 Clearly clearly RB cord-223212-5j5r6dd5 56 14 , , , cord-223212-5j5r6dd5 56 15 one one PRP cord-223212-5j5r6dd5 56 16 needs need VBZ cord-223212-5j5r6dd5 56 17 to to TO cord-223212-5j5r6dd5 56 18 put put VB cord-223212-5j5r6dd5 56 19 some some DT cord-223212-5j5r6dd5 56 20 restriction restriction NN cord-223212-5j5r6dd5 56 21 on on IN cord-223212-5j5r6dd5 56 22 the the DT cord-223212-5j5r6dd5 56 23 amount amount NN cord-223212-5j5r6dd5 56 24 of of IN cord-223212-5j5r6dd5 56 25 variation variation NN cord-223212-5j5r6dd5 56 26 of of IN cord-223212-5j5r6dd5 56 27 the the DT cord-223212-5j5r6dd5 56 28 contact contact NN cord-223212-5j5r6dd5 56 29 rate rate NN cord-223212-5j5r6dd5 56 30 . . . cord-223212-5j5r6dd5 57 1 In in IN cord-223212-5j5r6dd5 57 2 this this DT cord-223212-5j5r6dd5 57 3 paper paper NN cord-223212-5j5r6dd5 57 4 a a DT cord-223212-5j5r6dd5 57 5 Gaussian gaussian JJ cord-223212-5j5r6dd5 57 6 process process NN cord-223212-5j5r6dd5 57 7 prior prior RB cord-223212-5j5r6dd5 57 8 will will MD cord-223212-5j5r6dd5 57 9 be be VB cord-223212-5j5r6dd5 57 10 used use VBN cord-223212-5j5r6dd5 57 11 on on IN cord-223212-5j5r6dd5 57 12 the the DT cord-223212-5j5r6dd5 57 13 log log NN cord-223212-5j5r6dd5 57 14 contact contact NN cord-223212-5j5r6dd5 57 15 rate rate NN cord-223212-5j5r6dd5 57 16 , , , cord-223212-5j5r6dd5 57 17 which which WDT cord-223212-5j5r6dd5 57 18 restricts restrict VBZ cord-223212-5j5r6dd5 57 19 the the DT cord-223212-5j5r6dd5 57 20 amount amount NN cord-223212-5j5r6dd5 57 21 of of IN cord-223212-5j5r6dd5 57 22 variation variation NN cord-223212-5j5r6dd5 57 23 in in IN cord-223212-5j5r6dd5 57 24 time time NN cord-223212-5j5r6dd5 57 25 , , , cord-223212-5j5r6dd5 57 26 but but CC cord-223212-5j5r6dd5 57 27 is be VBZ cord-223212-5j5r6dd5 57 28 sufficiently sufficiently RB cord-223212-5j5r6dd5 57 29 flexible flexible JJ cord-223212-5j5r6dd5 57 30 to to TO cord-223212-5j5r6dd5 57 31 capture capture VB cord-223212-5j5r6dd5 57 32 the the DT cord-223212-5j5r6dd5 57 33 reduction reduction NN cord-223212-5j5r6dd5 57 34 in in IN cord-223212-5j5r6dd5 57 35 contact contact NN cord-223212-5j5r6dd5 57 36 rate rate NN cord-223212-5j5r6dd5 57 37 after after IN cord-223212-5j5r6dd5 57 38 the the DT cord-223212-5j5r6dd5 57 39 interventions intervention NNS cord-223212-5j5r6dd5 57 40 . . . cord-223212-5j5r6dd5 58 1 When when WRB cord-223212-5j5r6dd5 58 2 observations observation NNS cord-223212-5j5r6dd5 58 3 on on IN cord-223212-5j5r6dd5 58 4 the the DT cord-223212-5j5r6dd5 58 5 number number NN cord-223212-5j5r6dd5 58 6 of of IN cord-223212-5j5r6dd5 58 7 infected infected JJ cord-223212-5j5r6dd5 58 8 and and CC cord-223212-5j5r6dd5 58 9 recovered recover VBN cord-223212-5j5r6dd5 58 10 individuals individual NNS cord-223212-5j5r6dd5 58 11 are be VBP cord-223212-5j5r6dd5 58 12 available available JJ cord-223212-5j5r6dd5 58 13 , , , cord-223212-5j5r6dd5 58 14 the the DT cord-223212-5j5r6dd5 58 15 model model NN cord-223212-5j5r6dd5 58 16 ( ( -LRB- cord-223212-5j5r6dd5 58 17 1 1 CD cord-223212-5j5r6dd5 58 18 ) ) -RRB- cord-223212-5j5r6dd5 58 19 can can MD cord-223212-5j5r6dd5 58 20 be be VB cord-223212-5j5r6dd5 58 21 fitted fit VBN cord-223212-5j5r6dd5 58 22 to to IN cord-223212-5j5r6dd5 58 23 these these DT cord-223212-5j5r6dd5 58 24 observations observation NNS cord-223212-5j5r6dd5 58 25 . . . cord-223212-5j5r6dd5 59 1 In in IN cord-223212-5j5r6dd5 59 2 the the DT cord-223212-5j5r6dd5 59 3 context context NN cord-223212-5j5r6dd5 59 4 of of IN cord-223212-5j5r6dd5 59 5 COVID-19 COVID-19 NNP cord-223212-5j5r6dd5 59 6 , , , cord-223212-5j5r6dd5 59 7 observations observation NNS cord-223212-5j5r6dd5 59 8 on on IN cord-223212-5j5r6dd5 59 9 the the DT cord-223212-5j5r6dd5 59 10 number number NN cord-223212-5j5r6dd5 59 11 of of IN cord-223212-5j5r6dd5 59 12 infected infected JJ cord-223212-5j5r6dd5 59 13 and and CC cord-223212-5j5r6dd5 59 14 recovered recover VBN cord-223212-5j5r6dd5 59 15 individuals individual NNS cord-223212-5j5r6dd5 59 16 are be VBP cord-223212-5j5r6dd5 59 17 unavailable unavailable JJ cord-223212-5j5r6dd5 59 18 . . . cord-223212-5j5r6dd5 60 1 There there EX cord-223212-5j5r6dd5 60 2 are be VBP cord-223212-5j5r6dd5 60 3 many many JJ cord-223212-5j5r6dd5 60 4 symptomatic symptomatic JJ cord-223212-5j5r6dd5 60 5 individuals individual NNS cord-223212-5j5r6dd5 60 6 who who WP cord-223212-5j5r6dd5 60 7 are be VBP cord-223212-5j5r6dd5 60 8 not not RB cord-223212-5j5r6dd5 60 9 tested test VBN cord-223212-5j5r6dd5 60 10 and and CC cord-223212-5j5r6dd5 60 11 potentially potentially RB cord-223212-5j5r6dd5 60 12 a a DT cord-223212-5j5r6dd5 60 13 large large JJ cord-223212-5j5r6dd5 60 14 pool pool NN cord-223212-5j5r6dd5 60 15 of of IN cord-223212-5j5r6dd5 60 16 asymptomatic asymptomatic JJ cord-223212-5j5r6dd5 60 17 individuals individual NNS cord-223212-5j5r6dd5 60 18 . . . cord-223212-5j5r6dd5 61 1 In in IN cord-223212-5j5r6dd5 61 2 this this DT cord-223212-5j5r6dd5 61 3 paper paper NN cord-223212-5j5r6dd5 61 4 we -PRON- PRP cord-223212-5j5r6dd5 61 5 will will MD cord-223212-5j5r6dd5 61 6 rely rely VB cord-223212-5j5r6dd5 61 7 on on IN cord-223212-5j5r6dd5 61 8 the the DT cord-223212-5j5r6dd5 61 9 number number NN cord-223212-5j5r6dd5 61 10 of of IN cord-223212-5j5r6dd5 61 11 registered register VBN cord-223212-5j5r6dd5 61 12 deaths death NNS cord-223212-5j5r6dd5 61 13 due due JJ cord-223212-5j5r6dd5 61 14 to to IN cord-223212-5j5r6dd5 61 15 COVID-19 covid-19 VB cord-223212-5j5r6dd5 61 16 to to TO cord-223212-5j5r6dd5 61 17 calibrate calibrate VB cord-223212-5j5r6dd5 61 18 the the DT cord-223212-5j5r6dd5 61 19 model model NN cord-223212-5j5r6dd5 61 20 . . . cord-223212-5j5r6dd5 62 1 In in IN cord-223212-5j5r6dd5 62 2 addition addition NN cord-223212-5j5r6dd5 62 3 we -PRON- PRP cord-223212-5j5r6dd5 62 4 will will MD cord-223212-5j5r6dd5 62 5 incorporate incorporate VB cord-223212-5j5r6dd5 62 6 the the DT cord-223212-5j5r6dd5 62 7 test test NN cord-223212-5j5r6dd5 62 8 results result NNS cord-223212-5j5r6dd5 62 9 from from IN cord-223212-5j5r6dd5 62 10 a a DT cord-223212-5j5r6dd5 62 11 random random JJ cord-223212-5j5r6dd5 62 12 sample sample NN cord-223212-5j5r6dd5 62 13 that that WDT cord-223212-5j5r6dd5 62 14 provides provide VBZ cord-223212-5j5r6dd5 62 15 a a DT cord-223212-5j5r6dd5 62 16 snapshot snapshot NN cord-223212-5j5r6dd5 62 17 on on IN cord-223212-5j5r6dd5 62 18 the the DT cord-223212-5j5r6dd5 62 19 number number NN cord-223212-5j5r6dd5 62 20 of of IN cord-223212-5j5r6dd5 62 21 individuals individual NNS cord-223212-5j5r6dd5 62 22 with with IN cord-223212-5j5r6dd5 62 23 an an DT cord-223212-5j5r6dd5 62 24 active active JJ cord-223212-5j5r6dd5 62 25 infection infection NN cord-223212-5j5r6dd5 62 26 . . . cord-223212-5j5r6dd5 63 1 To to TO cord-223212-5j5r6dd5 63 2 model model VB cord-223212-5j5r6dd5 63 3 the the DT cord-223212-5j5r6dd5 63 4 occurrence occurrence NN cord-223212-5j5r6dd5 63 5 of of IN cord-223212-5j5r6dd5 63 6 deaths death NNS cord-223212-5j5r6dd5 63 7 due due JJ cord-223212-5j5r6dd5 63 8 to to TO cord-223212-5j5r6dd5 63 9 COVID-19 covid-19 VB cord-223212-5j5r6dd5 63 10 we -PRON- PRP cord-223212-5j5r6dd5 63 11 consider consider VBP cord-223212-5j5r6dd5 63 12 the the DT cord-223212-5j5r6dd5 63 13 following follow VBG cord-223212-5j5r6dd5 63 14 Poisson Poisson NNP cord-223212-5j5r6dd5 63 15 point point NN cord-223212-5j5r6dd5 63 16 process process NN cord-223212-5j5r6dd5 63 17 representation representation NN cord-223212-5j5r6dd5 63 18 . . . cord-223212-5j5r6dd5 64 1 We -PRON- PRP cord-223212-5j5r6dd5 64 2 refer refer VBP cord-223212-5j5r6dd5 64 3 to to IN cord-223212-5j5r6dd5 64 4 [ [ -LRB- cord-223212-5j5r6dd5 64 5 10 10 CD cord-223212-5j5r6dd5 64 6 ] ] -RRB- cord-223212-5j5r6dd5 64 7 for for IN cord-223212-5j5r6dd5 64 8 details detail NNS cord-223212-5j5r6dd5 64 9 on on IN cord-223212-5j5r6dd5 64 10 Poisson Poisson NNP cord-223212-5j5r6dd5 64 11 point point NN cord-223212-5j5r6dd5 64 12 processes process NNS cord-223212-5j5r6dd5 64 13 . . . cord-223212-5j5r6dd5 65 1 Let let VB cord-223212-5j5r6dd5 65 2 f f PRP cord-223212-5j5r6dd5 65 3 denote denote VB cord-223212-5j5r6dd5 65 4 the the DT cord-223212-5j5r6dd5 65 5 infection infection NN cord-223212-5j5r6dd5 65 6 fatality fatality NN cord-223212-5j5r6dd5 65 7 rate rate NN cord-223212-5j5r6dd5 65 8 , , , cord-223212-5j5r6dd5 66 1 that that DT cord-223212-5j5r6dd5 66 2 is is RB cord-223212-5j5r6dd5 66 3 , , , cord-223212-5j5r6dd5 66 4 the the DT cord-223212-5j5r6dd5 66 5 probability probability NN cord-223212-5j5r6dd5 66 6 that that IN cord-223212-5j5r6dd5 66 7 an an DT cord-223212-5j5r6dd5 66 8 infected infected JJ cord-223212-5j5r6dd5 66 9 individual individual NN cord-223212-5j5r6dd5 66 10 eventually eventually RB cord-223212-5j5r6dd5 66 11 dies die VBZ cord-223212-5j5r6dd5 66 12 from from IN cord-223212-5j5r6dd5 66 13 the the DT cord-223212-5j5r6dd5 66 14 infection infection NN cord-223212-5j5r6dd5 66 15 . . . cord-223212-5j5r6dd5 67 1 Consider consider VB cord-223212-5j5r6dd5 67 2 the the DT cord-223212-5j5r6dd5 67 3 number number NN cord-223212-5j5r6dd5 67 4 of of IN cord-223212-5j5r6dd5 67 5 individuals individual NNS cord-223212-5j5r6dd5 67 6 that that WDT cord-223212-5j5r6dd5 67 7 enters enter VBZ cord-223212-5j5r6dd5 67 8 the the DT cord-223212-5j5r6dd5 67 9 infected infected JJ cord-223212-5j5r6dd5 67 10 state state NN cord-223212-5j5r6dd5 67 11 on on IN cord-223212-5j5r6dd5 67 12 day day NN cord-223212-5j5r6dd5 67 13 t t NN cord-223212-5j5r6dd5 67 14 , , , cord-223212-5j5r6dd5 67 15 that that RB cord-223212-5j5r6dd5 67 16 is is RB cord-223212-5j5r6dd5 67 17 , , , cord-223212-5j5r6dd5 67 18 νE νe ADD cord-223212-5j5r6dd5 67 19 t t NNP cord-223212-5j5r6dd5 67 20 . . . cord-223212-5j5r6dd5 68 1 Each each DT cord-223212-5j5r6dd5 68 2 such such JJ cord-223212-5j5r6dd5 68 3 infected infect VBN cord-223212-5j5r6dd5 68 4 individual individual NN cord-223212-5j5r6dd5 68 5 has have VBZ cord-223212-5j5r6dd5 68 6 probability probability NN cord-223212-5j5r6dd5 68 7 f f XX cord-223212-5j5r6dd5 68 8 to to TO cord-223212-5j5r6dd5 68 9 eventually eventually RB cord-223212-5j5r6dd5 68 10 die die VB cord-223212-5j5r6dd5 68 11 from from IN cord-223212-5j5r6dd5 68 12 the the DT cord-223212-5j5r6dd5 68 13 infection infection NN cord-223212-5j5r6dd5 68 14 . . . cord-223212-5j5r6dd5 69 1 Conditional conditional JJ cord-223212-5j5r6dd5 69 2 on on IN cord-223212-5j5r6dd5 69 3 death death NN cord-223212-5j5r6dd5 69 4 due due IN cord-223212-5j5r6dd5 69 5 to to IN cord-223212-5j5r6dd5 69 6 the the DT cord-223212-5j5r6dd5 69 7 infection infection NN cord-223212-5j5r6dd5 69 8 , , , cord-223212-5j5r6dd5 69 9 the the DT cord-223212-5j5r6dd5 69 10 time time NN cord-223212-5j5r6dd5 69 11 from from IN cord-223212-5j5r6dd5 69 12 infection infection NN cord-223212-5j5r6dd5 69 13 until until IN cord-223212-5j5r6dd5 69 14 death death NN cord-223212-5j5r6dd5 69 15 is be VBZ cord-223212-5j5r6dd5 69 16 assumed assume VBN cord-223212-5j5r6dd5 69 17 independent independent JJ cord-223212-5j5r6dd5 69 18 of of IN cord-223212-5j5r6dd5 69 19 everything everything NN cord-223212-5j5r6dd5 69 20 else else RB cord-223212-5j5r6dd5 69 21 and and CC cord-223212-5j5r6dd5 69 22 follows follow VBZ cord-223212-5j5r6dd5 69 23 a a DT cord-223212-5j5r6dd5 69 24 probability probability NN cord-223212-5j5r6dd5 69 25 distribution distribution NN cord-223212-5j5r6dd5 69 26 with with IN cord-223212-5j5r6dd5 69 27 probability probability NN cord-223212-5j5r6dd5 69 28 mass mass NN cord-223212-5j5r6dd5 69 29 function function NN cord-223212-5j5r6dd5 69 30 p p NN cord-223212-5j5r6dd5 69 31 s s NN cord-223212-5j5r6dd5 69 32 D d NN cord-223212-5j5r6dd5 69 33 . . . cord-223212-5j5r6dd5 70 1 Each each DT cord-223212-5j5r6dd5 70 2 individual individual NN cord-223212-5j5r6dd5 70 3 that that WDT cord-223212-5j5r6dd5 70 4 dies die VBZ cord-223212-5j5r6dd5 70 5 may may MD cord-223212-5j5r6dd5 70 6 be be VB cord-223212-5j5r6dd5 70 7 represented represent VBN cord-223212-5j5r6dd5 70 8 as as IN cord-223212-5j5r6dd5 70 9 a a DT cord-223212-5j5r6dd5 70 10 point point NN cord-223212-5j5r6dd5 70 11 ( ( -LRB- cord-223212-5j5r6dd5 70 12 t t NN cord-223212-5j5r6dd5 70 13 , , , cord-223212-5j5r6dd5 70 14 τ τ NN cord-223212-5j5r6dd5 70 15 ) ) -RRB- cord-223212-5j5r6dd5 70 16 in in IN cord-223212-5j5r6dd5 70 17 E e NN cord-223212-5j5r6dd5 70 18 : : : cord-223212-5j5r6dd5 70 19 = = NFP cord-223212-5j5r6dd5 70 20 { { -LRB- cord-223212-5j5r6dd5 70 21 ( ( -LRB- cord-223212-5j5r6dd5 70 22 t t NN cord-223212-5j5r6dd5 70 23 , , , cord-223212-5j5r6dd5 70 24 τ τ NN cord-223212-5j5r6dd5 70 25 ) ) -RRB- cord-223212-5j5r6dd5 70 26 ∈ ∈ NN cord-223212-5j5r6dd5 70 27 N n CD cord-223212-5j5r6dd5 70 28 2 2 CD cord-223212-5j5r6dd5 70 29 : : : cord-223212-5j5r6dd5 71 1 τ τ NN cord-223212-5j5r6dd5 71 2 ≥ ≥ CD cord-223212-5j5r6dd5 71 3 t t NN cord-223212-5j5r6dd5 71 4 } } -RRB- cord-223212-5j5r6dd5 71 5 , , , cord-223212-5j5r6dd5 71 6 where where WRB cord-223212-5j5r6dd5 71 7 t t NNP cord-223212-5j5r6dd5 71 8 denotes denote VBZ cord-223212-5j5r6dd5 71 9 the the DT cord-223212-5j5r6dd5 71 10 time time NN cord-223212-5j5r6dd5 71 11 of of IN cord-223212-5j5r6dd5 71 12 entry entry NN cord-223212-5j5r6dd5 71 13 to to IN cord-223212-5j5r6dd5 71 14 the the DT cord-223212-5j5r6dd5 71 15 infected infected JJ cord-223212-5j5r6dd5 71 16 state state NN cord-223212-5j5r6dd5 71 17 and and CC cord-223212-5j5r6dd5 71 18 τ τ NN cord-223212-5j5r6dd5 71 19 the the DT cord-223212-5j5r6dd5 71 20 time time NN cord-223212-5j5r6dd5 71 21 of of IN cord-223212-5j5r6dd5 71 22 death death NN cord-223212-5j5r6dd5 71 23 of of IN cord-223212-5j5r6dd5 71 24 the the DT cord-223212-5j5r6dd5 71 25 individual individual NN cord-223212-5j5r6dd5 71 26 . . . cord-223212-5j5r6dd5 72 1 The the DT cord-223212-5j5r6dd5 72 2 number number NN cord-223212-5j5r6dd5 72 3 of of IN cord-223212-5j5r6dd5 72 4 deaths death NNS cord-223212-5j5r6dd5 72 5 at at IN cord-223212-5j5r6dd5 72 6 time time NN cord-223212-5j5r6dd5 72 7 τ τ NN cord-223212-5j5r6dd5 72 8 can can MD cord-223212-5j5r6dd5 72 9 then then RB cord-223212-5j5r6dd5 72 10 be be VB cord-223212-5j5r6dd5 72 11 computed compute VBN cord-223212-5j5r6dd5 72 12 by by IN cord-223212-5j5r6dd5 72 13 counting count VBG cord-223212-5j5r6dd5 72 14 the the DT cord-223212-5j5r6dd5 72 15 number number NN cord-223212-5j5r6dd5 72 16 of of IN cord-223212-5j5r6dd5 72 17 points point NNS cord-223212-5j5r6dd5 72 18 on on IN cord-223212-5j5r6dd5 72 19 the the DT cord-223212-5j5r6dd5 72 20 line line NN cord-223212-5j5r6dd5 72 21 ∪ ∪ NNP cord-223212-5j5r6dd5 72 22 τ τ NN cord-223212-5j5r6dd5 72 23 t=0 t=0 NNP cord-223212-5j5r6dd5 72 24 ( ( -LRB- cord-223212-5j5r6dd5 72 25 t t NN cord-223212-5j5r6dd5 72 26 , , , cord-223212-5j5r6dd5 72 27 τ τ NN cord-223212-5j5r6dd5 72 28 ) ) -RRB- cord-223212-5j5r6dd5 72 29 . . . cord-223212-5j5r6dd5 73 1 The the DT cord-223212-5j5r6dd5 73 2 number number NN cord-223212-5j5r6dd5 73 3 of of IN cord-223212-5j5r6dd5 73 4 deaths death NNS cord-223212-5j5r6dd5 73 5 , , , cord-223212-5j5r6dd5 73 6 and and CC cord-223212-5j5r6dd5 73 7 the the DT cord-223212-5j5r6dd5 73 8 corresponding corresponding JJ cord-223212-5j5r6dd5 73 9 time time NN cord-223212-5j5r6dd5 73 10 of of IN cord-223212-5j5r6dd5 73 11 infection infection NN cord-223212-5j5r6dd5 73 12 and and CC cord-223212-5j5r6dd5 73 13 time time NN cord-223212-5j5r6dd5 73 14 of of IN cord-223212-5j5r6dd5 73 15 death death NN cord-223212-5j5r6dd5 73 16 is be VBZ cord-223212-5j5r6dd5 73 17 conveniently conveniently RB cord-223212-5j5r6dd5 73 18 modelled model VBN cord-223212-5j5r6dd5 73 19 by by IN cord-223212-5j5r6dd5 73 20 a a DT cord-223212-5j5r6dd5 73 21 Poisson Poisson NNP cord-223212-5j5r6dd5 73 22 point point NN cord-223212-5j5r6dd5 73 23 process process NN cord-223212-5j5r6dd5 73 24 on on IN cord-223212-5j5r6dd5 73 25 E. E. NNP cord-223212-5j5r6dd5 73 26 Let let VB cord-223212-5j5r6dd5 73 27 ξ ξ NNS cord-223212-5j5r6dd5 73 28 be be VB cord-223212-5j5r6dd5 73 29 a a DT cord-223212-5j5r6dd5 73 30 Poisson Poisson NNP cord-223212-5j5r6dd5 73 31 point point NN cord-223212-5j5r6dd5 73 32 process process NN cord-223212-5j5r6dd5 73 33 on on IN cord-223212-5j5r6dd5 73 34 E e NN cord-223212-5j5r6dd5 73 35 with with IN cord-223212-5j5r6dd5 73 36 intensity intensity NN cord-223212-5j5r6dd5 73 37 We -PRON- PRP cord-223212-5j5r6dd5 73 38 may may MD cord-223212-5j5r6dd5 73 39 interpret interpret VB cord-223212-5j5r6dd5 73 40 a a DT cord-223212-5j5r6dd5 73 41 point point NN cord-223212-5j5r6dd5 73 42 at at IN cord-223212-5j5r6dd5 73 43 ( ( -LRB- cord-223212-5j5r6dd5 73 44 t t NN cord-223212-5j5r6dd5 73 45 , , , cord-223212-5j5r6dd5 73 46 τ τ NN cord-223212-5j5r6dd5 73 47 ) ) -RRB- cord-223212-5j5r6dd5 73 48 of of IN cord-223212-5j5r6dd5 73 49 the the DT cord-223212-5j5r6dd5 73 50 Poisson Poisson NNP cord-223212-5j5r6dd5 73 51 point point NN cord-223212-5j5r6dd5 73 52 process process NN cord-223212-5j5r6dd5 73 53 as as IN cord-223212-5j5r6dd5 73 54 the the DT cord-223212-5j5r6dd5 73 55 time time NN cord-223212-5j5r6dd5 73 56 of of IN cord-223212-5j5r6dd5 73 57 infection infection NN cord-223212-5j5r6dd5 73 58 , , , cord-223212-5j5r6dd5 73 59 t t NNP cord-223212-5j5r6dd5 73 60 , , , cord-223212-5j5r6dd5 73 61 and and CC cord-223212-5j5r6dd5 73 62 the the DT cord-223212-5j5r6dd5 73 63 time time NN cord-223212-5j5r6dd5 73 64 of of IN cord-223212-5j5r6dd5 73 65 death death NN cord-223212-5j5r6dd5 73 66 , , , cord-223212-5j5r6dd5 73 67 τ τ NN cord-223212-5j5r6dd5 73 68 , , , cord-223212-5j5r6dd5 73 69 of of IN cord-223212-5j5r6dd5 73 70 an an DT cord-223212-5j5r6dd5 73 71 individual individual NN cord-223212-5j5r6dd5 73 72 who who WP cord-223212-5j5r6dd5 73 73 dies die VBZ cord-223212-5j5r6dd5 73 74 from from IN cord-223212-5j5r6dd5 73 75 the the DT cord-223212-5j5r6dd5 73 76 infection infection NN cord-223212-5j5r6dd5 73 77 . . . cord-223212-5j5r6dd5 74 1 The the DT cord-223212-5j5r6dd5 74 2 number number NN cord-223212-5j5r6dd5 74 3 of of IN cord-223212-5j5r6dd5 74 4 deaths death NNS cord-223212-5j5r6dd5 74 5 D d NN cord-223212-5j5r6dd5 74 6 τ τ NN cord-223212-5j5r6dd5 74 7 that that WDT cord-223212-5j5r6dd5 74 8 occurs occur VBZ cord-223212-5j5r6dd5 74 9 at at IN cord-223212-5j5r6dd5 74 10 time time NN cord-223212-5j5r6dd5 74 11 τ τ NN cord-223212-5j5r6dd5 74 12 is be VBZ cord-223212-5j5r6dd5 74 13 then then RB cord-223212-5j5r6dd5 74 14 given give VBN cord-223212-5j5r6dd5 74 15 by by IN cord-223212-5j5r6dd5 74 16 summing sum VBG cord-223212-5j5r6dd5 74 17 up up RP cord-223212-5j5r6dd5 74 18 all all PDT cord-223212-5j5r6dd5 74 19 the the DT cord-223212-5j5r6dd5 74 20 points point NNS cord-223212-5j5r6dd5 74 21 of of IN cord-223212-5j5r6dd5 74 22 the the DT cord-223212-5j5r6dd5 74 23 point point NN cord-223212-5j5r6dd5 74 24 process process NN cord-223212-5j5r6dd5 74 25 on on IN cord-223212-5j5r6dd5 74 26 the the DT cord-223212-5j5r6dd5 74 27 row row NN cord-223212-5j5r6dd5 74 28 corresponding correspond VBG cord-223212-5j5r6dd5 74 29 to to IN cord-223212-5j5r6dd5 74 30 τ τ NN cord-223212-5j5r6dd5 74 31 , , , cord-223212-5j5r6dd5 74 32 ξ(∪ ξ(∪ NNP cord-223212-5j5r6dd5 74 33 τ τ NN cord-223212-5j5r6dd5 74 34 t=0 t=0 NNP cord-223212-5j5r6dd5 74 35 ( ( -LRB- cord-223212-5j5r6dd5 74 36 t t NN cord-223212-5j5r6dd5 74 37 , , , cord-223212-5j5r6dd5 74 38 τ τ NN cord-223212-5j5r6dd5 74 39 ) ) -RRB- cord-223212-5j5r6dd5 74 40 ) ) -RRB- cord-223212-5j5r6dd5 74 41 . . . cord-223212-5j5r6dd5 75 1 Since since IN cord-223212-5j5r6dd5 75 2 the the DT cord-223212-5j5r6dd5 75 3 rows row NNS cord-223212-5j5r6dd5 75 4 are be VBP cord-223212-5j5r6dd5 75 5 disjoint disjoint JJ cord-223212-5j5r6dd5 75 6 this this DT cord-223212-5j5r6dd5 75 7 implies imply VBZ cord-223212-5j5r6dd5 75 8 that that IN cord-223212-5j5r6dd5 75 9 D d NN cord-223212-5j5r6dd5 75 10 0 0 CD cord-223212-5j5r6dd5 75 11 , , , cord-223212-5j5r6dd5 75 12 D D NNP cord-223212-5j5r6dd5 75 13 1 1 CD cord-223212-5j5r6dd5 75 14 , , , cord-223212-5j5r6dd5 75 15 . . . cord-223212-5j5r6dd5 75 16 . . . cord-223212-5j5r6dd5 75 17 . . . cord-223212-5j5r6dd5 76 1 are be VBP cord-223212-5j5r6dd5 76 2 independent independent JJ cord-223212-5j5r6dd5 76 3 with with IN cord-223212-5j5r6dd5 76 4 each each DT cord-223212-5j5r6dd5 76 5 D d NN cord-223212-5j5r6dd5 76 6 τ τ NN cord-223212-5j5r6dd5 76 7 having have VBG cord-223212-5j5r6dd5 76 8 a a DT cord-223212-5j5r6dd5 76 9 Poisson Poisson NNP cord-223212-5j5r6dd5 76 10 distribution distribution NN cord-223212-5j5r6dd5 76 11 with with IN cord-223212-5j5r6dd5 76 12 parameter parameter NN cord-223212-5j5r6dd5 76 13 Throughout throughout IN cord-223212-5j5r6dd5 76 14 this this DT cord-223212-5j5r6dd5 76 15 paper paper NN cord-223212-5j5r6dd5 77 1 p p NN cord-223212-5j5r6dd5 77 2 s s NN cord-223212-5j5r6dd5 77 3 D D NNP cord-223212-5j5r6dd5 77 4 is be VBZ cord-223212-5j5r6dd5 77 5 the the DT cord-223212-5j5r6dd5 77 6 probability probability NN cord-223212-5j5r6dd5 77 7 mass mass JJ cord-223212-5j5r6dd5 77 8 function function NN cord-223212-5j5r6dd5 77 9 of of IN cord-223212-5j5r6dd5 77 10 a a DT cord-223212-5j5r6dd5 77 11 negative negative JJ cord-223212-5j5r6dd5 77 12 binomial binomial NN cord-223212-5j5r6dd5 77 13 distribution distribution NN cord-223212-5j5r6dd5 77 14 with with IN cord-223212-5j5r6dd5 77 15 mean mean NN cord-223212-5j5r6dd5 77 16 s s NN cord-223212-5j5r6dd5 77 17 D d NN cord-223212-5j5r6dd5 77 18 . . . cord-223212-5j5r6dd5 78 1 More more RBR cord-223212-5j5r6dd5 78 2 precisely precisely RB cord-223212-5j5r6dd5 78 3 , , , cord-223212-5j5r6dd5 78 4 a a DT cord-223212-5j5r6dd5 78 5 parametrization parametrization NN cord-223212-5j5r6dd5 78 6 of of IN cord-223212-5j5r6dd5 78 7 the the DT cord-223212-5j5r6dd5 78 8 negative negative JJ cord-223212-5j5r6dd5 78 9 binomial binomial JJ cord-223212-5j5r6dd5 78 10 distribution distribution NN cord-223212-5j5r6dd5 78 11 with with IN cord-223212-5j5r6dd5 78 12 parameters parameter NNS cord-223212-5j5r6dd5 78 13 r r NN cord-223212-5j5r6dd5 78 14 , , , cord-223212-5j5r6dd5 78 15 s s NN cord-223212-5j5r6dd5 78 16 D d NN cord-223212-5j5r6dd5 78 17 will will MD cord-223212-5j5r6dd5 78 18 be be VB cord-223212-5j5r6dd5 78 19 used use VBN cord-223212-5j5r6dd5 78 20 , , , cord-223212-5j5r6dd5 78 21 where where WRB cord-223212-5j5r6dd5 78 22 The the DT cord-223212-5j5r6dd5 78 23 value value NN cord-223212-5j5r6dd5 78 24 r r NN cord-223212-5j5r6dd5 78 25 = = SYM cord-223212-5j5r6dd5 78 26 3 3 CD cord-223212-5j5r6dd5 78 27 will will MD cord-223212-5j5r6dd5 78 28 be be VB cord-223212-5j5r6dd5 78 29 used use VBN cord-223212-5j5r6dd5 78 30 throughout throughout IN cord-223212-5j5r6dd5 78 31 as as IN cord-223212-5j5r6dd5 78 32 this this DT cord-223212-5j5r6dd5 78 33 fits fit VBZ cord-223212-5j5r6dd5 78 34 well well RB cord-223212-5j5r6dd5 78 35 with with IN cord-223212-5j5r6dd5 78 36 the the DT cord-223212-5j5r6dd5 78 37 distribution distribution NN cord-223212-5j5r6dd5 78 38 of of IN cord-223212-5j5r6dd5 78 39 observed observed JJ cord-223212-5j5r6dd5 78 40 duration duration NN cord-223212-5j5r6dd5 78 41 from from IN cord-223212-5j5r6dd5 78 42 symptoms symptom NNS cord-223212-5j5r6dd5 78 43 to to IN cord-223212-5j5r6dd5 78 44 death death NN cord-223212-5j5r6dd5 78 45 in in IN cord-223212-5j5r6dd5 78 46 the the DT cord-223212-5j5r6dd5 78 47 study study NN cord-223212-5j5r6dd5 78 48 by by IN cord-223212-5j5r6dd5 78 49 [ [ -LRB- cord-223212-5j5r6dd5 78 50 15 15 CD cord-223212-5j5r6dd5 78 51 ] ] -RRB- cord-223212-5j5r6dd5 78 52 . . . cord-223212-5j5r6dd5 79 1 In in IN cord-223212-5j5r6dd5 79 2 this this DT cord-223212-5j5r6dd5 79 3 section section NN cord-223212-5j5r6dd5 79 4 we -PRON- PRP cord-223212-5j5r6dd5 79 5 provide provide VBP cord-223212-5j5r6dd5 79 6 the the DT cord-223212-5j5r6dd5 79 7 assumptions assumption NNS cord-223212-5j5r6dd5 79 8 on on IN cord-223212-5j5r6dd5 79 9 the the DT cord-223212-5j5r6dd5 79 10 prior prior JJ cord-223212-5j5r6dd5 79 11 distributions distribution NNS cord-223212-5j5r6dd5 79 12 and and CC cord-223212-5j5r6dd5 79 13 derive derive VB cord-223212-5j5r6dd5 79 14 the the DT cord-223212-5j5r6dd5 79 15 expression expression NN cord-223212-5j5r6dd5 79 16 of of IN cord-223212-5j5r6dd5 79 17 the the DT cord-223212-5j5r6dd5 79 18 likelihood likelihood NN cord-223212-5j5r6dd5 79 19 of of IN cord-223212-5j5r6dd5 79 20 the the DT cord-223212-5j5r6dd5 79 21 model model NN cord-223212-5j5r6dd5 79 22 . . . cord-223212-5j5r6dd5 80 1 Note note VB cord-223212-5j5r6dd5 80 2 that that IN cord-223212-5j5r6dd5 80 3 λ λ NN cord-223212-5j5r6dd5 80 4 τ τ NN cord-223212-5j5r6dd5 80 5 is be VBZ cord-223212-5j5r6dd5 80 6 a a DT cord-223212-5j5r6dd5 80 7 function function NN cord-223212-5j5r6dd5 80 8 of of IN cord-223212-5j5r6dd5 80 9 all all PDT cord-223212-5j5r6dd5 80 10 the the DT cord-223212-5j5r6dd5 80 11 parameters parameter NNS cord-223212-5j5r6dd5 80 12 of of IN cord-223212-5j5r6dd5 80 13 the the DT cord-223212-5j5r6dd5 80 14 model model NN cord-223212-5j5r6dd5 80 15 , , , cord-223212-5j5r6dd5 80 16 θ θ NN cord-223212-5j5r6dd5 80 17 = = NFP cord-223212-5j5r6dd5 80 18 ( ( -LRB- cord-223212-5j5r6dd5 80 19 { { -LRB- cord-223212-5j5r6dd5 80 20 β β NN cord-223212-5j5r6dd5 80 21 t t NNP cord-223212-5j5r6dd5 80 22 } } -RRB- cord-223212-5j5r6dd5 80 23 , , , cord-223212-5j5r6dd5 80 24 ν ν NNP cord-223212-5j5r6dd5 80 25 , , , cord-223212-5j5r6dd5 80 26 γ γ NNP cord-223212-5j5r6dd5 80 27 , , , cord-223212-5j5r6dd5 80 28 s s NNP cord-223212-5j5r6dd5 80 29 0 0 CD cord-223212-5j5r6dd5 80 30 , , , cord-223212-5j5r6dd5 80 31 f f NNP cord-223212-5j5r6dd5 80 32 , , , cord-223212-5j5r6dd5 80 33 s s NNP cord-223212-5j5r6dd5 80 34 D D NNP cord-223212-5j5r6dd5 80 35 ) ) -RRB- cord-223212-5j5r6dd5 80 36 . . . cord-223212-5j5r6dd5 81 1 The the DT cord-223212-5j5r6dd5 81 2 parameters parameter NNS cord-223212-5j5r6dd5 81 3 , , , cord-223212-5j5r6dd5 81 4 their -PRON- PRP$ cord-223212-5j5r6dd5 81 5 interpretation interpretation NN cord-223212-5j5r6dd5 81 6 and and CC cord-223212-5j5r6dd5 81 7 prior prior JJ cord-223212-5j5r6dd5 81 8 distribution distribution NN cord-223212-5j5r6dd5 81 9 are be VBP cord-223212-5j5r6dd5 81 10 summarized summarize VBN cord-223212-5j5r6dd5 81 11 in in IN cord-223212-5j5r6dd5 81 12 Table Table NNP cord-223212-5j5r6dd5 81 13 1 1 CD cord-223212-5j5r6dd5 81 14 . . . cord-223212-5j5r6dd5 82 1 Actually actually RB cord-223212-5j5r6dd5 82 2 , , , cord-223212-5j5r6dd5 82 3 since since IN cord-223212-5j5r6dd5 82 4 the the DT cord-223212-5j5r6dd5 82 5 contact contact NN cord-223212-5j5r6dd5 82 6 rate rate NN cord-223212-5j5r6dd5 82 7 is be VBZ cord-223212-5j5r6dd5 82 8 positive positive JJ cord-223212-5j5r6dd5 82 9 , , , cord-223212-5j5r6dd5 82 10 a a DT cord-223212-5j5r6dd5 82 11 Gaussian gaussian JJ cord-223212-5j5r6dd5 82 12 process process NN cord-223212-5j5r6dd5 82 13 ( ( -LRB- cord-223212-5j5r6dd5 82 14 GP GP NNP cord-223212-5j5r6dd5 82 15 ) ) -RRB- cord-223212-5j5r6dd5 82 16 prior prior RB cord-223212-5j5r6dd5 82 17 will will MD cord-223212-5j5r6dd5 82 18 be be VB cord-223212-5j5r6dd5 82 19 used use VBN cord-223212-5j5r6dd5 82 20 for for IN cord-223212-5j5r6dd5 82 21 the the DT cord-223212-5j5r6dd5 82 22 natural natural JJ cord-223212-5j5r6dd5 82 23 logarithm logarithm NN cord-223212-5j5r6dd5 82 24 of of IN cord-223212-5j5r6dd5 82 25 the the DT cord-223212-5j5r6dd5 82 26 contact contact NN cord-223212-5j5r6dd5 82 27 rate rate NN cord-223212-5j5r6dd5 82 28 , , , cord-223212-5j5r6dd5 82 29 denoted denote VBD cord-223212-5j5r6dd5 82 30 log log NN cord-223212-5j5r6dd5 82 31 - - HYPH cord-223212-5j5r6dd5 82 32 GP gp NN cord-223212-5j5r6dd5 82 33 in in IN cord-223212-5j5r6dd5 82 34 the the DT cord-223212-5j5r6dd5 82 35 sequel sequel NN cord-223212-5j5r6dd5 82 36 . . . cord-223212-5j5r6dd5 83 1 The the DT cord-223212-5j5r6dd5 83 2 Gaussian gaussian JJ cord-223212-5j5r6dd5 83 3 process process NN cord-223212-5j5r6dd5 83 4 has have VBZ cord-223212-5j5r6dd5 83 5 a a DT cord-223212-5j5r6dd5 83 6 constant constant JJ cord-223212-5j5r6dd5 83 7 mean mean NN cord-223212-5j5r6dd5 83 8 µ µ NN cord-223212-5j5r6dd5 83 9 and and CC cord-223212-5j5r6dd5 83 10 a a DT cord-223212-5j5r6dd5 83 11 squared squared JJ cord-223212-5j5r6dd5 83 12 - - HYPH cord-223212-5j5r6dd5 83 13 exponential exponential JJ cord-223212-5j5r6dd5 83 14 covariance covariance NN cord-223212-5j5r6dd5 83 15 kernel kernel NN cord-223212-5j5r6dd5 83 16 k k NN cord-223212-5j5r6dd5 83 17 with with IN cord-223212-5j5r6dd5 83 18 parameters parameter NNS cord-223212-5j5r6dd5 83 19 α α NNP cord-223212-5j5r6dd5 83 20 , , , cord-223212-5j5r6dd5 83 21 ρ ρ NNP cord-223212-5j5r6dd5 83 22 , , , cord-223212-5j5r6dd5 83 23 δ δ NN cord-223212-5j5r6dd5 83 24 such such JJ cord-223212-5j5r6dd5 83 25 that that IN cord-223212-5j5r6dd5 83 26 To to TO cord-223212-5j5r6dd5 83 27 compute compute VB cord-223212-5j5r6dd5 83 28 the the DT cord-223212-5j5r6dd5 83 29 likelihood likelihood NN cord-223212-5j5r6dd5 83 30 the the DT cord-223212-5j5r6dd5 83 31 observed observed JJ cord-223212-5j5r6dd5 83 32 number number NN cord-223212-5j5r6dd5 83 33 of of IN cord-223212-5j5r6dd5 83 34 daily daily JJ cord-223212-5j5r6dd5 83 35 deaths death NNS cord-223212-5j5r6dd5 83 36 , , , cord-223212-5j5r6dd5 83 37 d d NNP cord-223212-5j5r6dd5 83 38 0 0 CD cord-223212-5j5r6dd5 83 39 , , , cord-223212-5j5r6dd5 83 40 d d NNP cord-223212-5j5r6dd5 83 41 1 1 CD cord-223212-5j5r6dd5 83 42 , , , cord-223212-5j5r6dd5 83 43 . . . cord-223212-5j5r6dd5 83 44 . . . cord-223212-5j5r6dd5 83 45 . . . cord-223212-5j5r6dd5 84 1 , , , cord-223212-5j5r6dd5 84 2 d d NNP cord-223212-5j5r6dd5 84 3 T T NNP cord-223212-5j5r6dd5 84 4 , , , cord-223212-5j5r6dd5 84 5 Table table NN cord-223212-5j5r6dd5 84 6 1 1 CD cord-223212-5j5r6dd5 84 7 . . . cord-223212-5j5r6dd5 85 1 Specification specification NN cord-223212-5j5r6dd5 85 2 of of IN cord-223212-5j5r6dd5 85 3 the the DT cord-223212-5j5r6dd5 85 4 parameters parameter NNS cord-223212-5j5r6dd5 85 5 and and CC cord-223212-5j5r6dd5 85 6 prior prior JJ cord-223212-5j5r6dd5 85 7 distributions distribution NNS cord-223212-5j5r6dd5 85 8 . . . cord-223212-5j5r6dd5 86 1 will will MD cord-223212-5j5r6dd5 86 2 be be VB cord-223212-5j5r6dd5 86 3 used use VBN cord-223212-5j5r6dd5 86 4 , , , cord-223212-5j5r6dd5 86 5 in in IN cord-223212-5j5r6dd5 86 6 combination combination NN cord-223212-5j5r6dd5 86 7 with with IN cord-223212-5j5r6dd5 86 8 a a DT cord-223212-5j5r6dd5 86 9 random random JJ cord-223212-5j5r6dd5 86 10 sample sample NN cord-223212-5j5r6dd5 86 11 of of IN cord-223212-5j5r6dd5 86 12 n n NN cord-223212-5j5r6dd5 86 13 0 0 CD cord-223212-5j5r6dd5 86 14 tests test NNS cord-223212-5j5r6dd5 86 15 for for IN cord-223212-5j5r6dd5 86 16 active active JJ cord-223212-5j5r6dd5 86 17 infection infection NN cord-223212-5j5r6dd5 86 18 , , , cord-223212-5j5r6dd5 86 19 performed perform VBN cord-223212-5j5r6dd5 86 20 at at IN cord-223212-5j5r6dd5 86 21 a a DT cord-223212-5j5r6dd5 86 22 time time NN cord-223212-5j5r6dd5 86 23 t t NN cord-223212-5j5r6dd5 86 24 0 0 CD cord-223212-5j5r6dd5 86 25 , , , cord-223212-5j5r6dd5 86 26 when when WRB cord-223212-5j5r6dd5 86 27 such such JJ cord-223212-5j5r6dd5 86 28 test test NN cord-223212-5j5r6dd5 86 29 result result NN cord-223212-5j5r6dd5 86 30 is be VBZ cord-223212-5j5r6dd5 86 31 available available JJ cord-223212-5j5r6dd5 86 32 . . . cord-223212-5j5r6dd5 87 1 The the DT cord-223212-5j5r6dd5 87 2 number number NN cord-223212-5j5r6dd5 87 3 of of IN cord-223212-5j5r6dd5 87 4 individuals individual NNS cord-223212-5j5r6dd5 87 5 Z Z VBN cord-223212-5j5r6dd5 87 6 with with IN cord-223212-5j5r6dd5 87 7 positive positive JJ cord-223212-5j5r6dd5 87 8 test test NN cord-223212-5j5r6dd5 87 9 result result NN cord-223212-5j5r6dd5 87 10 has have VBZ cord-223212-5j5r6dd5 87 11 a a DT cord-223212-5j5r6dd5 87 12 Bin(n bin(n NN cord-223212-5j5r6dd5 87 13 0 0 NFP cord-223212-5j5r6dd5 87 14 , , , cord-223212-5j5r6dd5 87 15 I -PRON- PRP cord-223212-5j5r6dd5 87 16 t0 t0 VBP cord-223212-5j5r6dd5 87 17 /N /N NNP cord-223212-5j5r6dd5 87 18 ) ) -RRB- cord-223212-5j5r6dd5 87 19 distribution distribution NN cord-223212-5j5r6dd5 87 20 . . . cord-223212-5j5r6dd5 88 1 The the DT cord-223212-5j5r6dd5 88 2 full full JJ cord-223212-5j5r6dd5 88 3 likelihood likelihood NN cord-223212-5j5r6dd5 88 4 is be VBZ cord-223212-5j5r6dd5 88 5 given give VBN cord-223212-5j5r6dd5 88 6 by by IN cord-223212-5j5r6dd5 88 7 : : : cord-223212-5j5r6dd5 88 8 The the DT cord-223212-5j5r6dd5 88 9 joint joint JJ cord-223212-5j5r6dd5 88 10 prior prior RB cord-223212-5j5r6dd5 88 11 is be VBZ cord-223212-5j5r6dd5 88 12 the the DT cord-223212-5j5r6dd5 88 13 product product NN cord-223212-5j5r6dd5 88 14 of of IN cord-223212-5j5r6dd5 88 15 the the DT cord-223212-5j5r6dd5 88 16 marginal marginal JJ cord-223212-5j5r6dd5 88 17 priors prior NNS cord-223212-5j5r6dd5 88 18 and and CC cord-223212-5j5r6dd5 88 19 leads lead NNS cord-223212-5j5r6dd5 88 20 , , , cord-223212-5j5r6dd5 88 21 by by IN cord-223212-5j5r6dd5 88 22 Bayes Bayes NNP cord-223212-5j5r6dd5 88 23 's 's POS cord-223212-5j5r6dd5 88 24 theorem theorem NN cord-223212-5j5r6dd5 88 25 , , , cord-223212-5j5r6dd5 88 26 to to IN cord-223212-5j5r6dd5 88 27 the the DT cord-223212-5j5r6dd5 88 28 posterior posterior NN cord-223212-5j5r6dd5 88 29 , , , cord-223212-5j5r6dd5 88 30 The the DT cord-223212-5j5r6dd5 88 31 expected expect VBN cord-223212-5j5r6dd5 88 32 number number NN cord-223212-5j5r6dd5 88 33 of of IN cord-223212-5j5r6dd5 88 34 daily daily JJ cord-223212-5j5r6dd5 88 35 deaths death NNS cord-223212-5j5r6dd5 88 36 λ λ NNP cord-223212-5j5r6dd5 88 37 τ τ NN cord-223212-5j5r6dd5 88 38 , , , cord-223212-5j5r6dd5 88 39 the the DT cord-223212-5j5r6dd5 88 40 cumulative cumulative JJ cord-223212-5j5r6dd5 88 41 number number NN cord-223212-5j5r6dd5 88 42 of of IN cord-223212-5j5r6dd5 88 43 deaths death NNS cord-223212-5j5r6dd5 88 44 and and CC cord-223212-5j5r6dd5 88 45 the the DT cord-223212-5j5r6dd5 88 46 cumulative cumulative JJ cord-223212-5j5r6dd5 88 47 number number NN cord-223212-5j5r6dd5 88 48 of of IN cord-223212-5j5r6dd5 88 49 infected infected JJ cord-223212-5j5r6dd5 88 50 individuals individual NNS cord-223212-5j5r6dd5 88 51 N N NNP cord-223212-5j5r6dd5 88 52 −S −S NNP cord-223212-5j5r6dd5 88 53 t t NNP cord-223212-5j5r6dd5 88 54 are be VBP cord-223212-5j5r6dd5 88 55 all all DT cord-223212-5j5r6dd5 88 56 functions function NNS cord-223212-5j5r6dd5 88 57 of of IN cord-223212-5j5r6dd5 88 58 θ θ NN cord-223212-5j5r6dd5 88 59 and and CC cord-223212-5j5r6dd5 88 60 their -PRON- PRP$ cord-223212-5j5r6dd5 88 61 distribution distribution NN cord-223212-5j5r6dd5 88 62 can can MD cord-223212-5j5r6dd5 88 63 therefore therefore RB cord-223212-5j5r6dd5 88 64 be be VB cord-223212-5j5r6dd5 88 65 inferred infer VBN cord-223212-5j5r6dd5 88 66 from from IN cord-223212-5j5r6dd5 88 67 the the DT cord-223212-5j5r6dd5 88 68 posterior posterior NNP cord-223212-5j5r6dd5 88 69 p p NNP cord-223212-5j5r6dd5 88 70 Θ|D Θ|D NNP cord-223212-5j5r6dd5 88 71 , , , cord-223212-5j5r6dd5 88 72 Z Z NNP cord-223212-5j5r6dd5 88 73 . . . cord-223212-5j5r6dd5 89 1 By by IN cord-223212-5j5r6dd5 89 2 sampling sample VBG cord-223212-5j5r6dd5 89 3 from from IN cord-223212-5j5r6dd5 89 4 p p NN cord-223212-5j5r6dd5 89 5 Θ|D Θ|D NNP cord-223212-5j5r6dd5 89 6 and and CC cord-223212-5j5r6dd5 89 7 iterating iterate VBG cord-223212-5j5r6dd5 89 8 the the DT cord-223212-5j5r6dd5 89 9 dynamics dynamic NNS cord-223212-5j5r6dd5 89 10 ( ( -LRB- cord-223212-5j5r6dd5 89 11 1 1 CD cord-223212-5j5r6dd5 89 12 ) ) -RRB- cord-223212-5j5r6dd5 89 13 estimates estimate NNS cord-223212-5j5r6dd5 89 14 of of IN cord-223212-5j5r6dd5 89 15 these these DT cord-223212-5j5r6dd5 89 16 quantities quantity NNS cord-223212-5j5r6dd5 89 17 may may MD cord-223212-5j5r6dd5 89 18 be be VB cord-223212-5j5r6dd5 89 19 obtained obtain VBN cord-223212-5j5r6dd5 89 20 along along RP cord-223212-5j5r6dd5 89 21 with with IN cord-223212-5j5r6dd5 89 22 the the DT cord-223212-5j5r6dd5 89 23 effects effect NNS cord-223212-5j5r6dd5 89 24 of of IN cord-223212-5j5r6dd5 89 25 parameter parameter NN cord-223212-5j5r6dd5 89 26 uncertainty uncertainty NN cord-223212-5j5r6dd5 89 27 . . . cord-223212-5j5r6dd5 90 1 Moreover moreover RB cord-223212-5j5r6dd5 90 2 , , , cord-223212-5j5r6dd5 90 3 predictions prediction NNS cord-223212-5j5r6dd5 90 4 on on IN cord-223212-5j5r6dd5 90 5 the the DT cord-223212-5j5r6dd5 90 6 future future JJ cord-223212-5j5r6dd5 90 7 development development NN cord-223212-5j5r6dd5 90 8 of of IN cord-223212-5j5r6dd5 90 9 the the DT cord-223212-5j5r6dd5 90 10 above above RB cord-223212-5j5r6dd5 90 11 mentioned mention VBN cord-223212-5j5r6dd5 90 12 quantities quantity NNS cord-223212-5j5r6dd5 90 13 can can MD cord-223212-5j5r6dd5 90 14 be be VB cord-223212-5j5r6dd5 90 15 obtained obtain VBN cord-223212-5j5r6dd5 90 16 by by IN cord-223212-5j5r6dd5 90 17 extrapolating extrapolate VBG cord-223212-5j5r6dd5 90 18 the the DT cord-223212-5j5r6dd5 90 19 contact contact NN cord-223212-5j5r6dd5 90 20 rate rate NN cord-223212-5j5r6dd5 90 21 into into IN cord-223212-5j5r6dd5 90 22 the the DT cord-223212-5j5r6dd5 90 23 future future NN cord-223212-5j5r6dd5 90 24 . . . cord-223212-5j5r6dd5 91 1 As as IN cord-223212-5j5r6dd5 91 2 the the DT cord-223212-5j5r6dd5 91 3 posterior posterior JJ cord-223212-5j5r6dd5 91 4 distribution distribution NN cord-223212-5j5r6dd5 91 5 is be VBZ cord-223212-5j5r6dd5 91 6 unavailable unavailable JJ cord-223212-5j5r6dd5 91 7 in in IN cord-223212-5j5r6dd5 91 8 explicit explicit JJ cord-223212-5j5r6dd5 91 9 form form NN cord-223212-5j5r6dd5 91 10 it -PRON- PRP cord-223212-5j5r6dd5 91 11 is be VBZ cord-223212-5j5r6dd5 91 12 necessary necessary JJ cord-223212-5j5r6dd5 91 13 to to TO cord-223212-5j5r6dd5 91 14 employ employ VB cord-223212-5j5r6dd5 91 15 Monte Monte NNP cord-223212-5j5r6dd5 91 16 Carlo Carlo NNP cord-223212-5j5r6dd5 91 17 methods method NNS cord-223212-5j5r6dd5 91 18 . . . cord-223212-5j5r6dd5 92 1 In in IN cord-223212-5j5r6dd5 92 2 the the DT cord-223212-5j5r6dd5 92 3 next next JJ cord-223212-5j5r6dd5 92 4 section section NN cord-223212-5j5r6dd5 92 5 Markov Markov NNP cord-223212-5j5r6dd5 92 6 chain chain NN cord-223212-5j5r6dd5 92 7 Monte Monte NNP cord-223212-5j5r6dd5 92 8 Carlo Carlo NNP cord-223212-5j5r6dd5 92 9 methods method NNS cord-223212-5j5r6dd5 92 10 are be VBP cord-223212-5j5r6dd5 92 11 briefly briefly RB cord-223212-5j5r6dd5 92 12 described describe VBN cord-223212-5j5r6dd5 92 13 to to TO cord-223212-5j5r6dd5 92 14 sample sample VB cord-223212-5j5r6dd5 92 15 from from IN cord-223212-5j5r6dd5 92 16 the the DT cord-223212-5j5r6dd5 92 17 posterior posterior NN cord-223212-5j5r6dd5 92 18 . . . cord-223212-5j5r6dd5 93 1 4.1 4.1 CD cord-223212-5j5r6dd5 93 2 . . . cord-223212-5j5r6dd5 94 1 Multiple multiple JJ cord-223212-5j5r6dd5 94 2 regions region NNS cord-223212-5j5r6dd5 94 3 . . . cord-223212-5j5r6dd5 95 1 The the DT cord-223212-5j5r6dd5 95 2 SEIR seir NN cord-223212-5j5r6dd5 95 3 model model NN cord-223212-5j5r6dd5 95 4 ( ( -LRB- cord-223212-5j5r6dd5 95 5 1 1 CD cord-223212-5j5r6dd5 95 6 ) ) -RRB- cord-223212-5j5r6dd5 95 7 and and CC cord-223212-5j5r6dd5 95 8 the the DT cord-223212-5j5r6dd5 95 9 derivation derivation NN cord-223212-5j5r6dd5 95 10 of of IN cord-223212-5j5r6dd5 95 11 the the DT cord-223212-5j5r6dd5 95 12 likelihood likelihood NN cord-223212-5j5r6dd5 95 13 ( ( -LRB- cord-223212-5j5r6dd5 95 14 3 3 CD cord-223212-5j5r6dd5 95 15 ) ) -RRB- cord-223212-5j5r6dd5 95 16 considers consider VBZ cord-223212-5j5r6dd5 95 17 a a DT cord-223212-5j5r6dd5 95 18 single single JJ cord-223212-5j5r6dd5 95 19 region region NN cord-223212-5j5r6dd5 95 20 . . . cord-223212-5j5r6dd5 96 1 In in IN cord-223212-5j5r6dd5 96 2 the the DT cord-223212-5j5r6dd5 96 3 context context NN cord-223212-5j5r6dd5 96 4 of of IN cord-223212-5j5r6dd5 96 5 multiple multiple JJ cord-223212-5j5r6dd5 96 6 regions region NNS cord-223212-5j5r6dd5 96 7 it -PRON- PRP cord-223212-5j5r6dd5 96 8 may may MD cord-223212-5j5r6dd5 96 9 be be VB cord-223212-5j5r6dd5 96 10 reasonable reasonable JJ cord-223212-5j5r6dd5 96 11 to to TO cord-223212-5j5r6dd5 96 12 assume assume VB cord-223212-5j5r6dd5 96 13 that that IN cord-223212-5j5r6dd5 96 14 some some DT cord-223212-5j5r6dd5 96 15 parameters parameter NNS cord-223212-5j5r6dd5 96 16 are be VBP cord-223212-5j5r6dd5 96 17 identical identical JJ cord-223212-5j5r6dd5 96 18 . . . cord-223212-5j5r6dd5 97 1 For for IN cord-223212-5j5r6dd5 97 2 example example NN cord-223212-5j5r6dd5 97 3 , , , cord-223212-5j5r6dd5 97 4 when when WRB cord-223212-5j5r6dd5 97 5 considering consider VBG cord-223212-5j5r6dd5 97 6 multiple multiple JJ cord-223212-5j5r6dd5 97 7 regions region NNS cord-223212-5j5r6dd5 97 8 of of IN cord-223212-5j5r6dd5 97 9 Sweden Sweden NNP cord-223212-5j5r6dd5 97 10 below below IN cord-223212-5j5r6dd5 97 11 it -PRON- PRP cord-223212-5j5r6dd5 97 12 will will MD cord-223212-5j5r6dd5 97 13 be be VB cord-223212-5j5r6dd5 97 14 assumed assume VBN cord-223212-5j5r6dd5 97 15 that that IN cord-223212-5j5r6dd5 97 16 the the DT cord-223212-5j5r6dd5 97 17 rate rate NN cord-223212-5j5r6dd5 97 18 , , , cord-223212-5j5r6dd5 97 19 ν ν NNP cord-223212-5j5r6dd5 97 20 , , , cord-223212-5j5r6dd5 97 21 from from IN cord-223212-5j5r6dd5 97 22 exposed expose VBN cord-223212-5j5r6dd5 97 23 to to IN cord-223212-5j5r6dd5 97 24 infected infect VBN cord-223212-5j5r6dd5 97 25 , , , cord-223212-5j5r6dd5 97 26 the the DT cord-223212-5j5r6dd5 97 27 recovery recovery NN cord-223212-5j5r6dd5 97 28 rate rate NN cord-223212-5j5r6dd5 97 29 , , , cord-223212-5j5r6dd5 97 30 γ γ NN cord-223212-5j5r6dd5 97 31 , , , cord-223212-5j5r6dd5 97 32 the the DT cord-223212-5j5r6dd5 97 33 infection infection NN cord-223212-5j5r6dd5 97 34 fatality fatality NN cord-223212-5j5r6dd5 97 35 rate rate NN cord-223212-5j5r6dd5 97 36 , , , cord-223212-5j5r6dd5 97 37 f f NNP cord-223212-5j5r6dd5 97 38 , , , cord-223212-5j5r6dd5 97 39 and and CC cord-223212-5j5r6dd5 97 40 the the DT cord-223212-5j5r6dd5 97 41 duration duration NN cord-223212-5j5r6dd5 97 42 , , , cord-223212-5j5r6dd5 97 43 s s NN cord-223212-5j5r6dd5 97 44 D d NN cord-223212-5j5r6dd5 97 45 are be VBP cord-223212-5j5r6dd5 97 46 identical identical JJ cord-223212-5j5r6dd5 97 47 in in IN cord-223212-5j5r6dd5 97 48 all all DT cord-223212-5j5r6dd5 97 49 regions region NNS cord-223212-5j5r6dd5 97 50 . . . cord-223212-5j5r6dd5 98 1 It -PRON- PRP cord-223212-5j5r6dd5 98 2 is be VBZ cord-223212-5j5r6dd5 98 3 tempting tempt VBG cord-223212-5j5r6dd5 98 4 to to TO cord-223212-5j5r6dd5 98 5 include include VB cord-223212-5j5r6dd5 98 6 interaction interaction NN cord-223212-5j5r6dd5 98 7 terms term NNS cord-223212-5j5r6dd5 98 8 between between IN cord-223212-5j5r6dd5 98 9 the the DT cord-223212-5j5r6dd5 98 10 regions region NNS cord-223212-5j5r6dd5 98 11 as as IN cord-223212-5j5r6dd5 98 12 infected infected JJ cord-223212-5j5r6dd5 98 13 individuals individual NNS cord-223212-5j5r6dd5 98 14 from from IN cord-223212-5j5r6dd5 98 15 one one CD cord-223212-5j5r6dd5 98 16 region region NN cord-223212-5j5r6dd5 98 17 may may MD cord-223212-5j5r6dd5 98 18 travel travel VB cord-223212-5j5r6dd5 98 19 to to IN cord-223212-5j5r6dd5 98 20 another another DT cord-223212-5j5r6dd5 98 21 region region NN cord-223212-5j5r6dd5 98 22 and and CC cord-223212-5j5r6dd5 98 23 cause cause VB cord-223212-5j5r6dd5 98 24 new new JJ cord-223212-5j5r6dd5 98 25 infections infection NNS cord-223212-5j5r6dd5 98 26 . . . cord-223212-5j5r6dd5 99 1 In in IN cord-223212-5j5r6dd5 99 2 this this DT cord-223212-5j5r6dd5 99 3 paper paper NN cord-223212-5j5r6dd5 99 4 , , , cord-223212-5j5r6dd5 99 5 it -PRON- PRP cord-223212-5j5r6dd5 99 6 will will MD cord-223212-5j5r6dd5 99 7 be be VB cord-223212-5j5r6dd5 99 8 assumed assume VBN cord-223212-5j5r6dd5 99 9 that that IN cord-223212-5j5r6dd5 99 10 each each DT cord-223212-5j5r6dd5 99 11 region region NN cord-223212-5j5r6dd5 99 12 has have VBZ cord-223212-5j5r6dd5 99 13 its -PRON- PRP$ cord-223212-5j5r6dd5 99 14 own own JJ cord-223212-5j5r6dd5 99 15 time time NN cord-223212-5j5r6dd5 99 16 varying vary VBG cord-223212-5j5r6dd5 99 17 contact contact NN cord-223212-5j5r6dd5 99 18 rate rate NN cord-223212-5j5r6dd5 99 19 that that WDT cord-223212-5j5r6dd5 99 20 incorporates incorporate VBZ cord-223212-5j5r6dd5 99 21 fluctuations fluctuation NNS cord-223212-5j5r6dd5 99 22 in in IN cord-223212-5j5r6dd5 99 23 new new JJ cord-223212-5j5r6dd5 99 24 infections infection NNS cord-223212-5j5r6dd5 99 25 due due JJ cord-223212-5j5r6dd5 99 26 to to IN cord-223212-5j5r6dd5 99 27 import import NN cord-223212-5j5r6dd5 99 28 cases case NNS cord-223212-5j5r6dd5 99 29 from from IN cord-223212-5j5r6dd5 99 30 other other JJ cord-223212-5j5r6dd5 99 31 regions region NNS cord-223212-5j5r6dd5 99 32 . . . cord-223212-5j5r6dd5 100 1 The the DT cord-223212-5j5r6dd5 100 2 likelihood likelihood NN cord-223212-5j5r6dd5 100 3 from from IN cord-223212-5j5r6dd5 100 4 multiple multiple JJ cord-223212-5j5r6dd5 100 5 regions region NNS cord-223212-5j5r6dd5 100 6 is be VBZ cord-223212-5j5r6dd5 100 7 simply simply RB cord-223212-5j5r6dd5 100 8 the the DT cord-223212-5j5r6dd5 100 9 product product NN cord-223212-5j5r6dd5 100 10 of of IN cord-223212-5j5r6dd5 100 11 the the DT cord-223212-5j5r6dd5 100 12 marginal marginal JJ cord-223212-5j5r6dd5 100 13 likelihood likelihood NN cord-223212-5j5r6dd5 100 14 for for IN cord-223212-5j5r6dd5 100 15 the the DT cord-223212-5j5r6dd5 100 16 individual individual JJ cord-223212-5j5r6dd5 100 17 regions region NNS cord-223212-5j5r6dd5 100 18 and and CC cord-223212-5j5r6dd5 100 19 the the DT cord-223212-5j5r6dd5 100 20 prior prior NN cord-223212-5j5r6dd5 100 21 is be VBZ cord-223212-5j5r6dd5 100 22 the the DT cord-223212-5j5r6dd5 100 23 product product NN cord-223212-5j5r6dd5 100 24 of of IN cord-223212-5j5r6dd5 100 25 the the DT cord-223212-5j5r6dd5 100 26 marginal marginal JJ cord-223212-5j5r6dd5 100 27 priors prior NNS cord-223212-5j5r6dd5 100 28 for for IN cord-223212-5j5r6dd5 100 29 each each DT cord-223212-5j5r6dd5 100 30 parameter parameter NN cord-223212-5j5r6dd5 100 31 . . . cord-223212-5j5r6dd5 101 1 Thus thus RB cord-223212-5j5r6dd5 101 2 , , , cord-223212-5j5r6dd5 101 3 for for IN cord-223212-5j5r6dd5 101 4 two two CD cord-223212-5j5r6dd5 101 5 regions region NNS cord-223212-5j5r6dd5 101 6 the the DT cord-223212-5j5r6dd5 101 7 prior prior JJ cord-223212-5j5r6dd5 101 8 will will MD cord-223212-5j5r6dd5 101 9 be be VB cord-223212-5j5r6dd5 101 10 the the DT cord-223212-5j5r6dd5 101 11 product product NN cord-223212-5j5r6dd5 101 12 of of IN cord-223212-5j5r6dd5 101 13 two two CD cord-223212-5j5r6dd5 101 14 Gaussian gaussian JJ cord-223212-5j5r6dd5 101 15 process process NN cord-223212-5j5r6dd5 101 16 priors prior NNS cord-223212-5j5r6dd5 101 17 for for IN cord-223212-5j5r6dd5 101 18 the the DT cord-223212-5j5r6dd5 101 19 respective respective JJ cord-223212-5j5r6dd5 101 20 log log NN cord-223212-5j5r6dd5 101 21 contact contact NN cord-223212-5j5r6dd5 101 22 rates rate NNS cord-223212-5j5r6dd5 101 23 for for IN cord-223212-5j5r6dd5 101 24 the the DT cord-223212-5j5r6dd5 101 25 two two CD cord-223212-5j5r6dd5 101 26 regions region NNS cord-223212-5j5r6dd5 101 27 and and CC cord-223212-5j5r6dd5 101 28 the the DT cord-223212-5j5r6dd5 101 29 product product NN cord-223212-5j5r6dd5 101 30 of of IN cord-223212-5j5r6dd5 101 31 the the DT cord-223212-5j5r6dd5 101 32 marginal marginal JJ cord-223212-5j5r6dd5 101 33 priors prior NNS cord-223212-5j5r6dd5 101 34 for for IN cord-223212-5j5r6dd5 101 35 the the DT cord-223212-5j5r6dd5 101 36 remaining remain VBG cord-223212-5j5r6dd5 101 37 parameters parameter NNS cord-223212-5j5r6dd5 101 38 . . . cord-223212-5j5r6dd5 102 1 Markov Markov NNP cord-223212-5j5r6dd5 102 2 chain chain NN cord-223212-5j5r6dd5 102 3 Monte Monte NNP cord-223212-5j5r6dd5 102 4 Carlo Carlo NNP cord-223212-5j5r6dd5 102 5 ( ( -LRB- cord-223212-5j5r6dd5 102 6 MCMC MCMC NNP cord-223212-5j5r6dd5 102 7 ) ) -RRB- cord-223212-5j5r6dd5 102 8 methods method NNS cord-223212-5j5r6dd5 102 9 in in IN cord-223212-5j5r6dd5 102 10 Bayesian Bayesian NNP cord-223212-5j5r6dd5 102 11 analysis analysis NN cord-223212-5j5r6dd5 102 12 aims aim VBZ cord-223212-5j5r6dd5 102 13 at at IN cord-223212-5j5r6dd5 102 14 sampling sampling NN cord-223212-5j5r6dd5 102 15 from from IN cord-223212-5j5r6dd5 102 16 the the DT cord-223212-5j5r6dd5 102 17 posterior posterior JJ cord-223212-5j5r6dd5 102 18 distribution distribution NN cord-223212-5j5r6dd5 102 19 . . . cord-223212-5j5r6dd5 103 1 This this DT cord-223212-5j5r6dd5 103 2 is be VBZ cord-223212-5j5r6dd5 103 3 non non JJ cord-223212-5j5r6dd5 103 4 - - JJ cord-223212-5j5r6dd5 103 5 trivial trivial JJ cord-223212-5j5r6dd5 103 6 because because IN cord-223212-5j5r6dd5 103 7 the the DT cord-223212-5j5r6dd5 103 8 marginal marginal JJ cord-223212-5j5r6dd5 103 9 distribution distribution NN cord-223212-5j5r6dd5 103 10 of of IN cord-223212-5j5r6dd5 103 11 the the DT cord-223212-5j5r6dd5 103 12 data datum NNS cord-223212-5j5r6dd5 103 13 , , , cord-223212-5j5r6dd5 103 14 which which WDT cord-223212-5j5r6dd5 103 15 acts act VBZ cord-223212-5j5r6dd5 103 16 as as IN cord-223212-5j5r6dd5 103 17 normalizing normalize VBG cord-223212-5j5r6dd5 103 18 constant constant NN cord-223212-5j5r6dd5 103 19 of of IN cord-223212-5j5r6dd5 103 20 the the DT cord-223212-5j5r6dd5 103 21 posterior posterior NN cord-223212-5j5r6dd5 103 22 is be VBZ cord-223212-5j5r6dd5 103 23 practically practically RB cord-223212-5j5r6dd5 103 24 impossible impossible JJ cord-223212-5j5r6dd5 103 25 to to TO cord-223212-5j5r6dd5 103 26 compute compute VB cord-223212-5j5r6dd5 103 27 . . . cord-223212-5j5r6dd5 104 1 In in IN cord-223212-5j5r6dd5 104 2 MCMC MCMC NNP cord-223212-5j5r6dd5 104 3 algorithms algorithm NNS cord-223212-5j5r6dd5 104 4 the the DT cord-223212-5j5r6dd5 104 5 posterior posterior NN cord-223212-5j5r6dd5 104 6 is be VBZ cord-223212-5j5r6dd5 104 7 represented represent VBN cord-223212-5j5r6dd5 104 8 as as IN cord-223212-5j5r6dd5 104 9 a a DT cord-223212-5j5r6dd5 104 10 target target NN cord-223212-5j5r6dd5 104 11 distribution distribution NN cord-223212-5j5r6dd5 104 12 . . . cord-223212-5j5r6dd5 105 1 The the DT cord-223212-5j5r6dd5 105 2 algorithms algorithm NNS cord-223212-5j5r6dd5 105 3 rely rely VBP cord-223212-5j5r6dd5 105 4 on on IN cord-223212-5j5r6dd5 105 5 the the DT cord-223212-5j5r6dd5 105 6 construction construction NN cord-223212-5j5r6dd5 105 7 of of IN cord-223212-5j5r6dd5 105 8 a a DT cord-223212-5j5r6dd5 105 9 Markov Markov NNP cord-223212-5j5r6dd5 105 10 chain chain NN cord-223212-5j5r6dd5 105 11 whose whose WP$ cord-223212-5j5r6dd5 105 12 invariant invariant JJ cord-223212-5j5r6dd5 105 13 distribution distribution NN cord-223212-5j5r6dd5 105 14 is be VBZ cord-223212-5j5r6dd5 105 15 the the DT cord-223212-5j5r6dd5 105 16 target target NN cord-223212-5j5r6dd5 105 17 distribution distribution NN cord-223212-5j5r6dd5 105 18 . . . cord-223212-5j5r6dd5 106 1 Standard standard JJ cord-223212-5j5r6dd5 106 2 MCMC MCMC NNP cord-223212-5j5r6dd5 106 3 methods method NNS cord-223212-5j5r6dd5 106 4 are be VBP cord-223212-5j5r6dd5 106 5 based base VBN cord-223212-5j5r6dd5 106 6 on on IN cord-223212-5j5r6dd5 106 7 acceptance acceptance NN cord-223212-5j5r6dd5 106 8 - - HYPH cord-223212-5j5r6dd5 106 9 rejection rejection NN cord-223212-5j5r6dd5 106 10 steps step NNS cord-223212-5j5r6dd5 106 11 , , , cord-223212-5j5r6dd5 106 12 where where WRB cord-223212-5j5r6dd5 106 13 random random JJ cord-223212-5j5r6dd5 106 14 proposals proposal NNS cord-223212-5j5r6dd5 106 15 are be VBP cord-223212-5j5r6dd5 106 16 accepted accept VBN cord-223212-5j5r6dd5 106 17 or or CC cord-223212-5j5r6dd5 106 18 rejected reject VBN cord-223212-5j5r6dd5 106 19 with with IN cord-223212-5j5r6dd5 106 20 a a DT cord-223212-5j5r6dd5 106 21 probability probability NN cord-223212-5j5r6dd5 106 22 that that WDT cord-223212-5j5r6dd5 106 23 does do VBZ cord-223212-5j5r6dd5 106 24 not not RB cord-223212-5j5r6dd5 106 25 require require VB cord-223212-5j5r6dd5 106 26 knowledge knowledge NN cord-223212-5j5r6dd5 106 27 of of IN cord-223212-5j5r6dd5 106 28 the the DT cord-223212-5j5r6dd5 106 29 normalizing normalizing NN cord-223212-5j5r6dd5 106 30 constant constant NN cord-223212-5j5r6dd5 106 31 , , , cord-223212-5j5r6dd5 106 32 e.g. e.g. RB cord-223212-5j5r6dd5 106 33 , , , cord-223212-5j5r6dd5 106 34 Metropolis Metropolis NNP cord-223212-5j5r6dd5 106 35 - - HYPH cord-223212-5j5r6dd5 106 36 Hasting Hasting NNP cord-223212-5j5r6dd5 106 37 and and CC cord-223212-5j5r6dd5 106 38 Gibbs Gibbs NNP cord-223212-5j5r6dd5 106 39 sampling sampling NN cord-223212-5j5r6dd5 106 40 [ [ -LRB- cord-223212-5j5r6dd5 106 41 13 13 CD cord-223212-5j5r6dd5 106 42 , , , cord-223212-5j5r6dd5 106 43 8 8 CD cord-223212-5j5r6dd5 106 44 , , , cord-223212-5j5r6dd5 106 45 6 6 CD cord-223212-5j5r6dd5 106 46 ] ] -RRB- cord-223212-5j5r6dd5 106 47 . . . cord-223212-5j5r6dd5 107 1 When when WRB cord-223212-5j5r6dd5 107 2 the the DT cord-223212-5j5r6dd5 107 3 target target NN cord-223212-5j5r6dd5 107 4 distribution distribution NN cord-223212-5j5r6dd5 107 5 is be VBZ cord-223212-5j5r6dd5 107 6 complex complex JJ cord-223212-5j5r6dd5 107 7 and and CC cord-223212-5j5r6dd5 107 8 multi multi JJ cord-223212-5j5r6dd5 107 9 - - JJ cord-223212-5j5r6dd5 107 10 modal modal JJ cord-223212-5j5r6dd5 107 11 , , , cord-223212-5j5r6dd5 107 12 standard standard JJ cord-223212-5j5r6dd5 107 13 methods method NNS cord-223212-5j5r6dd5 107 14 may may MD cord-223212-5j5r6dd5 107 15 lead lead VB cord-223212-5j5r6dd5 107 16 to to IN cord-223212-5j5r6dd5 107 17 poor poor JJ cord-223212-5j5r6dd5 107 18 mixing mixing NN cord-223212-5j5r6dd5 107 19 of of IN cord-223212-5j5r6dd5 107 20 the the DT cord-223212-5j5r6dd5 107 21 Markov Markov NNP cord-223212-5j5r6dd5 107 22 chain chain NN cord-223212-5j5r6dd5 107 23 and and CC cord-223212-5j5r6dd5 107 24 slow slow JJ cord-223212-5j5r6dd5 107 25 convergence convergence NN cord-223212-5j5r6dd5 107 26 to to IN cord-223212-5j5r6dd5 107 27 the the DT cord-223212-5j5r6dd5 107 28 target target NN cord-223212-5j5r6dd5 107 29 distribution distribution NN cord-223212-5j5r6dd5 107 30 . . . cord-223212-5j5r6dd5 108 1 To to TO cord-223212-5j5r6dd5 108 2 overcome overcome VB cord-223212-5j5r6dd5 108 3 slow slow JJ cord-223212-5j5r6dd5 108 4 mixing mixing NN cord-223212-5j5r6dd5 108 5 of of IN cord-223212-5j5r6dd5 108 6 the the DT cord-223212-5j5r6dd5 108 7 Markov Markov NNP cord-223212-5j5r6dd5 108 8 chain chain NN cord-223212-5j5r6dd5 108 9 gradient gradient NN cord-223212-5j5r6dd5 108 10 - - HYPH cord-223212-5j5r6dd5 108 11 based base VBN cord-223212-5j5r6dd5 108 12 sampling sampling NN cord-223212-5j5r6dd5 108 13 can can MD cord-223212-5j5r6dd5 108 14 be be VB cord-223212-5j5r6dd5 108 15 applied apply VBN cord-223212-5j5r6dd5 108 16 , , , cord-223212-5j5r6dd5 108 17 which which WDT cord-223212-5j5r6dd5 108 18 adapt adapt VBP cord-223212-5j5r6dd5 108 19 the the DT cord-223212-5j5r6dd5 108 20 proposal proposal NN cord-223212-5j5r6dd5 108 21 distribution distribution NN cord-223212-5j5r6dd5 108 22 based base VBN cord-223212-5j5r6dd5 108 23 on on IN cord-223212-5j5r6dd5 108 24 gradients gradient NNS cord-223212-5j5r6dd5 108 25 of of IN cord-223212-5j5r6dd5 108 26 the the DT cord-223212-5j5r6dd5 108 27 target target NN cord-223212-5j5r6dd5 108 28 , , , cord-223212-5j5r6dd5 108 29 see see VBP cord-223212-5j5r6dd5 108 30 e.g. e.g. RB cord-223212-5j5r6dd5 108 31 [ [ -LRB- cord-223212-5j5r6dd5 108 32 2 2 CD cord-223212-5j5r6dd5 108 33 ] ] -RRB- cord-223212-5j5r6dd5 108 34 . . . cord-223212-5j5r6dd5 109 1 In in IN cord-223212-5j5r6dd5 109 2 this this DT cord-223212-5j5r6dd5 109 3 paper paper NN cord-223212-5j5r6dd5 109 4 we -PRON- PRP cord-223212-5j5r6dd5 109 5 will will MD cord-223212-5j5r6dd5 109 6 employ employ VB cord-223212-5j5r6dd5 109 7 a a DT cord-223212-5j5r6dd5 109 8 Hamiltonian Hamiltonian NNP cord-223212-5j5r6dd5 109 9 Monte Monte NNP cord-223212-5j5r6dd5 109 10 Carlo Carlo NNP cord-223212-5j5r6dd5 109 11 sampler sampler NN cord-223212-5j5r6dd5 109 12 , , , cord-223212-5j5r6dd5 109 13 the the DT cord-223212-5j5r6dd5 109 14 No No NNP cord-223212-5j5r6dd5 109 15 - - HYPH cord-223212-5j5r6dd5 109 16 U u NN cord-223212-5j5r6dd5 109 17 - - HYPH cord-223212-5j5r6dd5 109 18 turn turn NN cord-223212-5j5r6dd5 109 19 sampler sampler NN cord-223212-5j5r6dd5 109 20 ( ( -LRB- cord-223212-5j5r6dd5 109 21 NUTS NUTS NNP cord-223212-5j5r6dd5 109 22 ) ) -RRB- cord-223212-5j5r6dd5 109 23 by by IN cord-223212-5j5r6dd5 109 24 [ [ -LRB- cord-223212-5j5r6dd5 109 25 9 9 CD cord-223212-5j5r6dd5 109 26 ] ] -RRB- cord-223212-5j5r6dd5 109 27 in in IN cord-223212-5j5r6dd5 109 28 combination combination NN cord-223212-5j5r6dd5 109 29 with with IN cord-223212-5j5r6dd5 109 30 automatic automatic JJ cord-223212-5j5r6dd5 109 31 differentiation differentiation NN cord-223212-5j5r6dd5 109 32 to to TO cord-223212-5j5r6dd5 109 33 numerically numerically RB cord-223212-5j5r6dd5 109 34 approximate approximate VB cord-223212-5j5r6dd5 109 35 the the DT cord-223212-5j5r6dd5 109 36 gradients gradient NNS cord-223212-5j5r6dd5 109 37 [ [ -LRB- cord-223212-5j5r6dd5 109 38 7 7 CD cord-223212-5j5r6dd5 109 39 ] ] -RRB- cord-223212-5j5r6dd5 109 40 , , , cord-223212-5j5r6dd5 109 41 which which WDT cord-223212-5j5r6dd5 109 42 is be VBZ cord-223212-5j5r6dd5 109 43 implemented implement VBN cord-223212-5j5r6dd5 109 44 in in IN cord-223212-5j5r6dd5 109 45 the the DT cord-223212-5j5r6dd5 109 46 open open JJ cord-223212-5j5r6dd5 109 47 source source NN cord-223212-5j5r6dd5 109 48 software software NN cord-223212-5j5r6dd5 109 49 Stan Stan NNP cord-223212-5j5r6dd5 109 50 . . . cord-223212-5j5r6dd5 110 1 In in IN cord-223212-5j5r6dd5 110 2 this this DT cord-223212-5j5r6dd5 110 3 section section NN cord-223212-5j5r6dd5 110 4 the the DT cord-223212-5j5r6dd5 110 5 estimates estimate NNS cord-223212-5j5r6dd5 110 6 of of IN cord-223212-5j5r6dd5 110 7 the the DT cord-223212-5j5r6dd5 110 8 number number NN cord-223212-5j5r6dd5 110 9 of of IN cord-223212-5j5r6dd5 110 10 infected infected JJ cord-223212-5j5r6dd5 110 11 individuals individual NNS cord-223212-5j5r6dd5 110 12 and and CC cord-223212-5j5r6dd5 110 13 predictions prediction NNS cord-223212-5j5r6dd5 110 14 on on IN cord-223212-5j5r6dd5 110 15 the the DT cord-223212-5j5r6dd5 110 16 evolution evolution NN cord-223212-5j5r6dd5 110 17 of of IN cord-223212-5j5r6dd5 110 18 the the DT cord-223212-5j5r6dd5 110 19 number number NN cord-223212-5j5r6dd5 110 20 of of IN cord-223212-5j5r6dd5 110 21 deaths death NNS cord-223212-5j5r6dd5 110 22 and and CC cord-223212-5j5r6dd5 110 23 number number NN cord-223212-5j5r6dd5 110 24 of of IN cord-223212-5j5r6dd5 110 25 infected infected JJ cord-223212-5j5r6dd5 110 26 individuals individual NNS cord-223212-5j5r6dd5 110 27 are be VBP cord-223212-5j5r6dd5 110 28 provided provide VBN cord-223212-5j5r6dd5 110 29 for for IN cord-223212-5j5r6dd5 110 30 ten ten CD cord-223212-5j5r6dd5 110 31 regions region NNS cord-223212-5j5r6dd5 110 32 of of IN cord-223212-5j5r6dd5 110 33 Sweden Sweden NNP cord-223212-5j5r6dd5 110 34 . . . cord-223212-5j5r6dd5 111 1 The the DT cord-223212-5j5r6dd5 111 2 epidemic epidemic NN cord-223212-5j5r6dd5 111 3 is be VBZ cord-223212-5j5r6dd5 111 4 considered consider VBN cord-223212-5j5r6dd5 111 5 to to TO cord-223212-5j5r6dd5 111 6 start start VB cord-223212-5j5r6dd5 111 7 on on IN cord-223212-5j5r6dd5 111 8 2020 2020 CD cord-223212-5j5r6dd5 111 9 - - HYPH cord-223212-5j5r6dd5 111 10 03 03 CD cord-223212-5j5r6dd5 111 11 - - HYPH cord-223212-5j5r6dd5 111 12 01 01 CD cord-223212-5j5r6dd5 111 13 and and CC cord-223212-5j5r6dd5 111 14 interventions intervention NNS cord-223212-5j5r6dd5 111 15 in in IN cord-223212-5j5r6dd5 111 16 Sweden Sweden NNP cord-223212-5j5r6dd5 111 17 began begin VBD cord-223212-5j5r6dd5 111 18 on on IN cord-223212-5j5r6dd5 111 19 2020 2020 CD cord-223212-5j5r6dd5 111 20 - - HYPH cord-223212-5j5r6dd5 111 21 03 03 CD cord-223212-5j5r6dd5 111 22 - - SYM cord-223212-5j5r6dd5 111 23 16 16 CD cord-223212-5j5r6dd5 111 24 . . . cord-223212-5j5r6dd5 112 1 The the DT cord-223212-5j5r6dd5 112 2 joint joint JJ cord-223212-5j5r6dd5 112 3 prior prior JJ cord-223212-5j5r6dd5 112 4 distribution distribution NN cord-223212-5j5r6dd5 112 5 is be VBZ cord-223212-5j5r6dd5 112 6 the the DT cord-223212-5j5r6dd5 112 7 product product NN cord-223212-5j5r6dd5 112 8 of of IN cord-223212-5j5r6dd5 112 9 the the DT cord-223212-5j5r6dd5 112 10 marginal marginal JJ cord-223212-5j5r6dd5 112 11 priors prior NNS cord-223212-5j5r6dd5 112 12 , , , cord-223212-5j5r6dd5 112 13 and and CC cord-223212-5j5r6dd5 112 14 the the DT cord-223212-5j5r6dd5 112 15 hyper hyper NN cord-223212-5j5r6dd5 112 16 - - NNS cord-223212-5j5r6dd5 112 17 parameters parameter NNS cord-223212-5j5r6dd5 112 18 are be VBP cord-223212-5j5r6dd5 112 19 specified specify VBN cord-223212-5j5r6dd5 112 20 in in IN cord-223212-5j5r6dd5 112 21 Table Table NNP cord-223212-5j5r6dd5 112 22 _SP cord-223212-5j5r6dd5 112 23 2 2 CD cord-223212-5j5r6dd5 112 24 . . . cord-223212-5j5r6dd5 113 1 The the DT cord-223212-5j5r6dd5 113 2 choices choice NNS cord-223212-5j5r6dd5 113 3 of of IN cord-223212-5j5r6dd5 113 4 hyper hyper JJ cord-223212-5j5r6dd5 113 5 - - JJ cord-223212-5j5r6dd5 113 6 parameter parameter NN cord-223212-5j5r6dd5 113 7 values value NNS cord-223212-5j5r6dd5 113 8 are be VBP cord-223212-5j5r6dd5 113 9 made make VBN cord-223212-5j5r6dd5 113 10 in in IN cord-223212-5j5r6dd5 113 11 line line NN cord-223212-5j5r6dd5 113 12 with with IN cord-223212-5j5r6dd5 113 13 existing exist VBG cord-223212-5j5r6dd5 113 14 literature literature NN cord-223212-5j5r6dd5 113 15 on on IN cord-223212-5j5r6dd5 113 16 the the DT cord-223212-5j5r6dd5 113 17 COVID-19 covid-19 JJ cord-223212-5j5r6dd5 113 18 epidemic epidemic NN cord-223212-5j5r6dd5 113 19 . . . cord-223212-5j5r6dd5 114 1 As as IN cord-223212-5j5r6dd5 114 2 a a DT cord-223212-5j5r6dd5 114 3 general general JJ cord-223212-5j5r6dd5 114 4 principle principle NN cord-223212-5j5r6dd5 114 5 we -PRON- PRP cord-223212-5j5r6dd5 114 6 have have VBP cord-223212-5j5r6dd5 114 7 used use VBN cord-223212-5j5r6dd5 114 8 informative informative JJ cord-223212-5j5r6dd5 114 9 priors prior NNS cord-223212-5j5r6dd5 114 10 on on IN cord-223212-5j5r6dd5 114 11 the the DT cord-223212-5j5r6dd5 114 12 parameters parameter NNS cord-223212-5j5r6dd5 114 13 ν ν NNP cord-223212-5j5r6dd5 114 14 , , , cord-223212-5j5r6dd5 114 15 γ γ NNP cord-223212-5j5r6dd5 114 16 , , , cord-223212-5j5r6dd5 114 17 and and CC cord-223212-5j5r6dd5 114 18 s s NN cord-223212-5j5r6dd5 114 19 D d NN cord-223212-5j5r6dd5 114 20 , , , cord-223212-5j5r6dd5 114 21 whereas whereas IN cord-223212-5j5r6dd5 114 22 the the DT cord-223212-5j5r6dd5 114 23 priors prior NNS cord-223212-5j5r6dd5 114 24 on on IN cord-223212-5j5r6dd5 114 25 the the DT cord-223212-5j5r6dd5 114 26 time time NN cord-223212-5j5r6dd5 114 27 - - HYPH cord-223212-5j5r6dd5 114 28 varying vary VBG cord-223212-5j5r6dd5 114 29 contact contact NN cord-223212-5j5r6dd5 114 30 rate rate NN cord-223212-5j5r6dd5 114 31 { { -LRB- cord-223212-5j5r6dd5 114 32 β β NN cord-223212-5j5r6dd5 114 33 t t NN cord-223212-5j5r6dd5 114 34 } } -RRB- cord-223212-5j5r6dd5 114 35 and and CC cord-223212-5j5r6dd5 114 36 the the DT cord-223212-5j5r6dd5 114 37 fatality fatality NN cord-223212-5j5r6dd5 114 38 rate rate NN cord-223212-5j5r6dd5 114 39 f f NNP cord-223212-5j5r6dd5 114 40 are be VBP cord-223212-5j5r6dd5 114 41 uninformative uninformative JJ cord-223212-5j5r6dd5 114 42 . . . cord-223212-5j5r6dd5 115 1 Folkhälsomyndigheten Folkhälsomyndigheten NNP cord-223212-5j5r6dd5 115 2 reports report VBZ cord-223212-5j5r6dd5 115 3 that that IN cord-223212-5j5r6dd5 115 4 the the DT cord-223212-5j5r6dd5 115 5 incubation incubation NN cord-223212-5j5r6dd5 115 6 period period NN cord-223212-5j5r6dd5 115 7 is be VBZ cord-223212-5j5r6dd5 115 8 usually usually RB cord-223212-5j5r6dd5 115 9 around around IN cord-223212-5j5r6dd5 115 10 5 5 CD cord-223212-5j5r6dd5 115 11 days day NNS cord-223212-5j5r6dd5 115 12 , , , cord-223212-5j5r6dd5 115 13 which which WDT cord-223212-5j5r6dd5 115 14 corresponds correspond VBZ cord-223212-5j5r6dd5 115 15 to to IN cord-223212-5j5r6dd5 115 16 1 1 CD cord-223212-5j5r6dd5 115 17 / / SYM cord-223212-5j5r6dd5 115 18 ν ν NNP cord-223212-5j5r6dd5 115 19 ≈ ≈ NNP cord-223212-5j5r6dd5 115 20 5 5 CD cord-223212-5j5r6dd5 115 21 . . . cord-223212-5j5r6dd5 116 1 Similarly similarly RB cord-223212-5j5r6dd5 116 2 the the DT cord-223212-5j5r6dd5 116 3 expected expect VBN cord-223212-5j5r6dd5 116 4 time time NN cord-223212-5j5r6dd5 116 5 to to IN cord-223212-5j5r6dd5 116 6 recovery recovery NN cord-223212-5j5r6dd5 116 7 is be VBZ cord-223212-5j5r6dd5 116 8 around around RB cord-223212-5j5r6dd5 116 9 14 14 CD cord-223212-5j5r6dd5 116 10 days day NNS cord-223212-5j5r6dd5 116 11 , , , cord-223212-5j5r6dd5 116 12 1 1 CD cord-223212-5j5r6dd5 116 13 / / SYM cord-223212-5j5r6dd5 116 14 γ γ NN cord-223212-5j5r6dd5 116 15 ≈ ≈ NNP cord-223212-5j5r6dd5 116 16 14 14 CD cord-223212-5j5r6dd5 116 17 . . . cord-223212-5j5r6dd5 117 1 The the DT cord-223212-5j5r6dd5 117 2 overall overall JJ cord-223212-5j5r6dd5 117 3 infection infection NN cord-223212-5j5r6dd5 117 4 fatality fatality NN cord-223212-5j5r6dd5 117 5 rate rate NN cord-223212-5j5r6dd5 117 6 f f NNP cord-223212-5j5r6dd5 117 7 is be VBZ cord-223212-5j5r6dd5 117 8 estimated estimate VBN cord-223212-5j5r6dd5 117 9 to to TO cord-223212-5j5r6dd5 117 10 be be VB cord-223212-5j5r6dd5 117 11 in in IN cord-223212-5j5r6dd5 117 12 the the DT cord-223212-5j5r6dd5 117 13 range range NN cord-223212-5j5r6dd5 117 14 0.003 0.003 CD cord-223212-5j5r6dd5 117 15 − − CD cord-223212-5j5r6dd5 117 16 0.013 0.013 CD cord-223212-5j5r6dd5 117 17 , , , cord-223212-5j5r6dd5 117 18 see see VB cord-223212-5j5r6dd5 117 19 [ [ -LRB- cord-223212-5j5r6dd5 117 20 14 14 CD cord-223212-5j5r6dd5 117 21 , , , cord-223212-5j5r6dd5 117 22 15 15 CD cord-223212-5j5r6dd5 117 23 ] ] -RRB- cord-223212-5j5r6dd5 117 24 . . . cord-223212-5j5r6dd5 118 1 However however RB cord-223212-5j5r6dd5 118 2 , , , cord-223212-5j5r6dd5 118 3 since since IN cord-223212-5j5r6dd5 118 4 the the DT cord-223212-5j5r6dd5 118 5 infection infection NN cord-223212-5j5r6dd5 118 6 fatality fatality NN cord-223212-5j5r6dd5 118 7 rate rate NN cord-223212-5j5r6dd5 118 8 is be VBZ cord-223212-5j5r6dd5 118 9 a a DT cord-223212-5j5r6dd5 118 10 very very RB cord-223212-5j5r6dd5 118 11 important important JJ cord-223212-5j5r6dd5 118 12 parameter parameter NN cord-223212-5j5r6dd5 118 13 we -PRON- PRP cord-223212-5j5r6dd5 118 14 have have VBP cord-223212-5j5r6dd5 118 15 used use VBN cord-223212-5j5r6dd5 118 16 an an DT cord-223212-5j5r6dd5 118 17 uninformative uninformative JJ cord-223212-5j5r6dd5 118 18 prior prior RB cord-223212-5j5r6dd5 118 19 and and CC cord-223212-5j5r6dd5 118 20 simply simply RB cord-223212-5j5r6dd5 118 21 use use VB cord-223212-5j5r6dd5 118 22 a a DT cord-223212-5j5r6dd5 118 23 uniform uniform NN cord-223212-5j5r6dd5 118 24 prior prior RB cord-223212-5j5r6dd5 118 25 , , , cord-223212-5j5r6dd5 118 26 Beta(1 Beta(1 NNP cord-223212-5j5r6dd5 118 27 , , , cord-223212-5j5r6dd5 118 28 1 1 CD cord-223212-5j5r6dd5 118 29 ) ) -RRB- cord-223212-5j5r6dd5 118 30 . . . cord-223212-5j5r6dd5 119 1 The the DT cord-223212-5j5r6dd5 119 2 expected expect VBN cord-223212-5j5r6dd5 119 3 duration duration NN cord-223212-5j5r6dd5 119 4 from from IN cord-223212-5j5r6dd5 119 5 symptoms symptom NNS cord-223212-5j5r6dd5 119 6 to to IN cord-223212-5j5r6dd5 119 7 death death NN cord-223212-5j5r6dd5 119 8 is be VBZ cord-223212-5j5r6dd5 119 9 around around RB cord-223212-5j5r6dd5 119 10 16 16 CD cord-223212-5j5r6dd5 119 11 days day NNS cord-223212-5j5r6dd5 119 12 , , , cord-223212-5j5r6dd5 119 13 see see VB cord-223212-5j5r6dd5 119 14 [ [ -LRB- cord-223212-5j5r6dd5 119 15 15 15 CD cord-223212-5j5r6dd5 119 16 ] ] -RRB- cord-223212-5j5r6dd5 119 17 . . . cord-223212-5j5r6dd5 120 1 Samples sample NNS cord-223212-5j5r6dd5 120 2 from from IN cord-223212-5j5r6dd5 120 3 the the DT cord-223212-5j5r6dd5 120 4 posterior posterior NN cord-223212-5j5r6dd5 120 5 are be VBP cord-223212-5j5r6dd5 120 6 obtained obtain VBN cord-223212-5j5r6dd5 120 7 using use VBG cord-223212-5j5r6dd5 120 8 the the DT cord-223212-5j5r6dd5 120 9 NUTS NUTS NNP cord-223212-5j5r6dd5 120 10 - - HYPH cord-223212-5j5r6dd5 120 11 sampler sampler NN cord-223212-5j5r6dd5 120 12 with with IN cord-223212-5j5r6dd5 120 13 a a DT cord-223212-5j5r6dd5 120 14 burn burn NN cord-223212-5j5r6dd5 120 15 - - HYPH cord-223212-5j5r6dd5 120 16 in in RP cord-223212-5j5r6dd5 120 17 period period NN cord-223212-5j5r6dd5 120 18 of of IN cord-223212-5j5r6dd5 120 19 500 500 CD cord-223212-5j5r6dd5 120 20 samples sample NNS cord-223212-5j5r6dd5 120 21 and and CC cord-223212-5j5r6dd5 120 22 5 5 CD cord-223212-5j5r6dd5 120 23 000 000 CD cord-223212-5j5r6dd5 120 24 samples sample NNS cord-223212-5j5r6dd5 120 25 after after IN cord-223212-5j5r6dd5 120 26 burn burn NN cord-223212-5j5r6dd5 120 27 - - HYPH cord-223212-5j5r6dd5 120 28 in in NN cord-223212-5j5r6dd5 120 29 . . . cord-223212-5j5r6dd5 121 1 Mean mean VB cord-223212-5j5r6dd5 121 2 Prior prior RB cord-223212-5j5r6dd5 121 3 95%-C.I. 95%-c.i. CD cord-223212-5j5r6dd5 121 4 individuals individual NNS cord-223212-5j5r6dd5 121 5 performed perform VBN cord-223212-5j5r6dd5 121 6 between between IN cord-223212-5j5r6dd5 121 7 2020 2020 CD cord-223212-5j5r6dd5 121 8 - - HYPH cord-223212-5j5r6dd5 121 9 03 03 CD cord-223212-5j5r6dd5 121 10 - - SYM cord-223212-5j5r6dd5 121 11 27 27 CD cord-223212-5j5r6dd5 121 12 and and CC cord-223212-5j5r6dd5 121 13 2020 2020 CD cord-223212-5j5r6dd5 121 14 - - HYPH cord-223212-5j5r6dd5 121 15 04 04 CD cord-223212-5j5r6dd5 121 16 - - HYPH cord-223212-5j5r6dd5 121 17 03 03 CD cord-223212-5j5r6dd5 121 18 1 1 CD cord-223212-5j5r6dd5 121 19 . . . cord-223212-5j5r6dd5 122 1 It -PRON- PRP cord-223212-5j5r6dd5 122 2 showed show VBD cord-223212-5j5r6dd5 122 3 that that IN cord-223212-5j5r6dd5 122 4 18 18 CD cord-223212-5j5r6dd5 122 5 individuals individual NNS cord-223212-5j5r6dd5 122 6 carried carry VBD cord-223212-5j5r6dd5 122 7 the the DT cord-223212-5j5r6dd5 122 8 SARS SARS NNP cord-223212-5j5r6dd5 122 9 - - HYPH cord-223212-5j5r6dd5 122 10 CoV-2 CoV-2 NNP cord-223212-5j5r6dd5 122 11 virus virus NN cord-223212-5j5r6dd5 122 12 . . . cord-223212-5j5r6dd5 123 1 These these DT cord-223212-5j5r6dd5 123 2 results result NNS cord-223212-5j5r6dd5 123 3 are be VBP cord-223212-5j5r6dd5 123 4 included include VBN cord-223212-5j5r6dd5 123 5 in in IN cord-223212-5j5r6dd5 123 6 the the DT cord-223212-5j5r6dd5 123 7 analysis analysis NN cord-223212-5j5r6dd5 123 8 as as IN cord-223212-5j5r6dd5 123 9 a a DT cord-223212-5j5r6dd5 123 10 binomial binomial JJ cord-223212-5j5r6dd5 123 11 sample sample NN cord-223212-5j5r6dd5 123 12 of of IN cord-223212-5j5r6dd5 123 13 size size NN cord-223212-5j5r6dd5 123 14 n n NN cord-223212-5j5r6dd5 123 15 0 0 CD cord-223212-5j5r6dd5 124 1 = = NFP cord-223212-5j5r6dd5 124 2 707 707 CD cord-223212-5j5r6dd5 124 3 and and CC cord-223212-5j5r6dd5 124 4 success success NN cord-223212-5j5r6dd5 124 5 probability probability NN cord-223212-5j5r6dd5 124 6 I -PRON- PRP cord-223212-5j5r6dd5 124 7 t0 t0 VBP cord-223212-5j5r6dd5 124 8 /N /N . cord-223212-5j5r6dd5 124 9 where where WRB cord-223212-5j5r6dd5 124 10 the the DT cord-223212-5j5r6dd5 124 11 test test NN cord-223212-5j5r6dd5 124 12 date date NN cord-223212-5j5r6dd5 124 13 , , , cord-223212-5j5r6dd5 124 14 t t NNP cord-223212-5j5r6dd5 124 15 0 0 CD cord-223212-5j5r6dd5 124 16 , , , cord-223212-5j5r6dd5 124 17 is be VBZ cord-223212-5j5r6dd5 124 18 assumed assume VBN cord-223212-5j5r6dd5 124 19 to to TO cord-223212-5j5r6dd5 124 20 be be VB cord-223212-5j5r6dd5 124 21 2020 2020 CD cord-223212-5j5r6dd5 124 22 - - HYPH cord-223212-5j5r6dd5 124 23 03 03 CD cord-223212-5j5r6dd5 124 24 - - SYM cord-223212-5j5r6dd5 124 25 30 30 CD cord-223212-5j5r6dd5 124 26 . . . cord-223212-5j5r6dd5 125 1 A a DT cord-223212-5j5r6dd5 125 2 summary summary NN cord-223212-5j5r6dd5 125 3 of of IN cord-223212-5j5r6dd5 125 4 the the DT cord-223212-5j5r6dd5 125 5 marginal marginal JJ cord-223212-5j5r6dd5 125 6 posterior posterior JJ cord-223212-5j5r6dd5 125 7 distributions distribution NNS cord-223212-5j5r6dd5 125 8 is be VBZ cord-223212-5j5r6dd5 125 9 provided provide VBN cord-223212-5j5r6dd5 125 10 in in IN cord-223212-5j5r6dd5 125 11 Table Table NNP cord-223212-5j5r6dd5 125 12 3 3 CD cord-223212-5j5r6dd5 125 13 . . . cord-223212-5j5r6dd5 126 1 The the DT cord-223212-5j5r6dd5 126 2 posterior posterior JJ cord-223212-5j5r6dd5 126 3 distribution distribution NN cord-223212-5j5r6dd5 126 4 of of IN cord-223212-5j5r6dd5 126 5 the the DT cord-223212-5j5r6dd5 126 6 time time NN cord-223212-5j5r6dd5 126 7 varying vary VBG cord-223212-5j5r6dd5 126 8 contact contact NN cord-223212-5j5r6dd5 126 9 rate rate NN cord-223212-5j5r6dd5 126 10 is be VBZ cord-223212-5j5r6dd5 126 11 illustrated illustrate VBN cord-223212-5j5r6dd5 126 12 in in IN cord-223212-5j5r6dd5 126 13 Figure Figure NNP cord-223212-5j5r6dd5 126 14 1 1 CD cord-223212-5j5r6dd5 126 15 . . . cord-223212-5j5r6dd5 127 1 Note note VB cord-223212-5j5r6dd5 127 2 that that IN cord-223212-5j5r6dd5 127 3 although although IN cord-223212-5j5r6dd5 127 4 there there EX cord-223212-5j5r6dd5 127 5 is be VBZ cord-223212-5j5r6dd5 127 6 great great JJ cord-223212-5j5r6dd5 127 7 uncertainty uncertainty NN cord-223212-5j5r6dd5 127 8 about about IN cord-223212-5j5r6dd5 127 9 the the DT cord-223212-5j5r6dd5 127 10 initial initial JJ cord-223212-5j5r6dd5 127 11 contact contact NN cord-223212-5j5r6dd5 127 12 rate rate NN cord-223212-5j5r6dd5 127 13 , , , cord-223212-5j5r6dd5 127 14 the the DT cord-223212-5j5r6dd5 127 15 model model NN cord-223212-5j5r6dd5 127 16 clearly clearly RB cord-223212-5j5r6dd5 127 17 picks pick VBZ cord-223212-5j5r6dd5 127 18 up up RP cord-223212-5j5r6dd5 127 19 the the DT cord-223212-5j5r6dd5 127 20 reduction reduction NN cord-223212-5j5r6dd5 127 21 in in IN cord-223212-5j5r6dd5 127 22 contact contact NN cord-223212-5j5r6dd5 127 23 rate rate NN cord-223212-5j5r6dd5 127 24 after after IN cord-223212-5j5r6dd5 127 25 the the DT cord-223212-5j5r6dd5 127 26 interventions intervention NNS cord-223212-5j5r6dd5 127 27 began begin VBD cord-223212-5j5r6dd5 127 28 on on IN cord-223212-5j5r6dd5 127 29 2020 2020 CD cord-223212-5j5r6dd5 127 30 - - HYPH cord-223212-5j5r6dd5 127 31 03 03 CD cord-223212-5j5r6dd5 127 32 - - SYM cord-223212-5j5r6dd5 127 33 16 16 CD cord-223212-5j5r6dd5 127 34 . . . cord-223212-5j5r6dd5 128 1 The the DT cord-223212-5j5r6dd5 128 2 contact contact NN cord-223212-5j5r6dd5 128 3 rate rate NN cord-223212-5j5r6dd5 128 4 is be VBZ cord-223212-5j5r6dd5 128 5 gradually gradually RB cord-223212-5j5r6dd5 128 6 reduced reduce VBN cord-223212-5j5r6dd5 128 7 around around IN cord-223212-5j5r6dd5 128 8 the the DT cord-223212-5j5r6dd5 128 9 time time NN cord-223212-5j5r6dd5 128 10 of of IN cord-223212-5j5r6dd5 128 11 intervention intervention NN cord-223212-5j5r6dd5 128 12 and and CC cord-223212-5j5r6dd5 128 13 then then RB cord-223212-5j5r6dd5 128 14 remains remain VBZ cord-223212-5j5r6dd5 128 15 at at IN cord-223212-5j5r6dd5 128 16 a a DT cord-223212-5j5r6dd5 128 17 low low JJ cord-223212-5j5r6dd5 128 18 level level NN cord-223212-5j5r6dd5 128 19 . . . cord-223212-5j5r6dd5 129 1 This this DT cord-223212-5j5r6dd5 129 2 slow slow JJ cord-223212-5j5r6dd5 129 3 reduction reduction NN cord-223212-5j5r6dd5 129 4 of of IN cord-223212-5j5r6dd5 129 5 the the DT cord-223212-5j5r6dd5 129 6 contact contact NN cord-223212-5j5r6dd5 129 7 is be VBZ cord-223212-5j5r6dd5 129 8 , , , cord-223212-5j5r6dd5 129 9 however however RB cord-223212-5j5r6dd5 129 10 , , , cord-223212-5j5r6dd5 129 11 not not RB cord-223212-5j5r6dd5 129 12 due due JJ cord-223212-5j5r6dd5 129 13 to to IN cord-223212-5j5r6dd5 129 14 stiffness stiffness NN cord-223212-5j5r6dd5 129 15 of of IN cord-223212-5j5r6dd5 129 16 the the DT cord-223212-5j5r6dd5 129 17 Gaussian gaussian JJ cord-223212-5j5r6dd5 129 18 process process NN cord-223212-5j5r6dd5 129 19 kernel kernel NN cord-223212-5j5r6dd5 129 20 . . . cord-223212-5j5r6dd5 130 1 We -PRON- PRP cord-223212-5j5r6dd5 130 2 have have VBP cord-223212-5j5r6dd5 130 3 experimented experiment VBN cord-223212-5j5r6dd5 130 4 with with IN cord-223212-5j5r6dd5 130 5 a a DT cord-223212-5j5r6dd5 130 6 sharp sharp JJ cord-223212-5j5r6dd5 130 7 break break NN cord-223212-5j5r6dd5 130 8 - - HYPH cord-223212-5j5r6dd5 130 9 point point NN cord-223212-5j5r6dd5 130 10 in in IN cord-223212-5j5r6dd5 130 11 the the DT cord-223212-5j5r6dd5 130 12 contact contact NN cord-223212-5j5r6dd5 130 13 rate rate NN cord-223212-5j5r6dd5 130 14 at at IN cord-223212-5j5r6dd5 130 15 the the DT cord-223212-5j5r6dd5 130 16 time time NN cord-223212-5j5r6dd5 130 17 of of IN cord-223212-5j5r6dd5 130 18 intervention intervention NN cord-223212-5j5r6dd5 130 19 , , , cord-223212-5j5r6dd5 130 20 but but CC cord-223212-5j5r6dd5 130 21 it -PRON- PRP cord-223212-5j5r6dd5 130 22 did do VBD cord-223212-5j5r6dd5 130 23 not not RB cord-223212-5j5r6dd5 130 24 provide provide VB cord-223212-5j5r6dd5 130 25 more more RBR cord-223212-5j5r6dd5 130 26 accurate accurate JJ cord-223212-5j5r6dd5 130 27 results result NNS cord-223212-5j5r6dd5 130 28 . . . cord-223212-5j5r6dd5 131 1 On on IN cord-223212-5j5r6dd5 131 2 the the DT cord-223212-5j5r6dd5 131 3 contrary contrary NN cord-223212-5j5r6dd5 131 4 , , , cord-223212-5j5r6dd5 131 5 the the DT cord-223212-5j5r6dd5 131 6 data data NN cord-223212-5j5r6dd5 131 7 suggests suggest VBZ cord-223212-5j5r6dd5 131 8 that that IN cord-223212-5j5r6dd5 131 9 the the DT cord-223212-5j5r6dd5 131 10 reduction reduction NN cord-223212-5j5r6dd5 131 11 of of IN cord-223212-5j5r6dd5 131 12 the the DT cord-223212-5j5r6dd5 131 13 contact contact NN cord-223212-5j5r6dd5 131 14 rate rate NN cord-223212-5j5r6dd5 131 15 is be VBZ cord-223212-5j5r6dd5 131 16 slow slow JJ cord-223212-5j5r6dd5 131 17 . . . cord-223212-5j5r6dd5 132 1 The the DT cord-223212-5j5r6dd5 132 2 contact contact NN cord-223212-5j5r6dd5 132 3 rate rate NN cord-223212-5j5r6dd5 132 4 is be VBZ cord-223212-5j5r6dd5 132 5 estimated estimate VBN cord-223212-5j5r6dd5 132 6 until until IN cord-223212-5j5r6dd5 132 7 2020 2020 CD cord-223212-5j5r6dd5 132 8 - - SYM cord-223212-5j5r6dd5 132 9 05 05 CD cord-223212-5j5r6dd5 132 10 - - HYPH cord-223212-5j5r6dd5 132 11 01 01 CD cord-223212-5j5r6dd5 132 12 . . . cord-223212-5j5r6dd5 133 1 After after IN cord-223212-5j5r6dd5 133 2 this this DT cord-223212-5j5r6dd5 133 3 date date NN cord-223212-5j5r6dd5 133 4 the the DT cord-223212-5j5r6dd5 133 5 posterior posterior NN cord-223212-5j5r6dd5 133 6 is be VBZ cord-223212-5j5r6dd5 133 7 unreliable unreliable JJ cord-223212-5j5r6dd5 133 8 . . . cord-223212-5j5r6dd5 134 1 This this DT cord-223212-5j5r6dd5 134 2 is be VBZ cord-223212-5j5r6dd5 134 3 because because IN cord-223212-5j5r6dd5 134 4 many many JJ cord-223212-5j5r6dd5 134 5 of of IN cord-223212-5j5r6dd5 134 6 the the DT cord-223212-5j5r6dd5 134 7 deaths death NNS cord-223212-5j5r6dd5 134 8 of of IN cord-223212-5j5r6dd5 134 9 individuals individual NNS cord-223212-5j5r6dd5 134 10 who who WP cord-223212-5j5r6dd5 134 11 are be VBP cord-223212-5j5r6dd5 134 12 infected infect VBN cord-223212-5j5r6dd5 134 13 after after IN cord-223212-5j5r6dd5 134 14 2020 2020 CD cord-223212-5j5r6dd5 134 15 - - : cord-223212-5j5r6dd5 134 16 05- 05- CD cord-223212-5j5r6dd5 134 17 01 01 CD cord-223212-5j5r6dd5 134 18 have have VBP cord-223212-5j5r6dd5 134 19 not not RB cord-223212-5j5r6dd5 134 20 yet yet RB cord-223212-5j5r6dd5 134 21 been be VBN cord-223212-5j5r6dd5 134 22 observed observe VBN cord-223212-5j5r6dd5 134 23 . . . cord-223212-5j5r6dd5 135 1 For for IN cord-223212-5j5r6dd5 135 2 this this DT cord-223212-5j5r6dd5 135 3 reason reason NN cord-223212-5j5r6dd5 135 4 , , , cord-223212-5j5r6dd5 135 5 the the DT cord-223212-5j5r6dd5 135 6 contact contact NN cord-223212-5j5r6dd5 135 7 rate rate NN cord-223212-5j5r6dd5 135 8 is be VBZ cord-223212-5j5r6dd5 135 9 only only RB cord-223212-5j5r6dd5 135 10 estimated estimate VBN cord-223212-5j5r6dd5 135 11 until until IN cord-223212-5j5r6dd5 135 12 2020 2020 CD cord-223212-5j5r6dd5 135 13 - - SYM cord-223212-5j5r6dd5 135 14 05 05 CD cord-223212-5j5r6dd5 135 15 - - HYPH cord-223212-5j5r6dd5 135 16 01 01 CD cord-223212-5j5r6dd5 135 17 . . . cord-223212-5j5r6dd5 136 1 To to TO cord-223212-5j5r6dd5 136 2 perform perform VB cord-223212-5j5r6dd5 136 3 estimates estimate NNS cord-223212-5j5r6dd5 136 4 and and CC cord-223212-5j5r6dd5 136 5 predictions prediction NNS cord-223212-5j5r6dd5 136 6 on on IN cord-223212-5j5r6dd5 136 7 the the DT cord-223212-5j5r6dd5 136 8 future future JJ cord-223212-5j5r6dd5 136 9 number number NN cord-223212-5j5r6dd5 136 10 of of IN cord-223212-5j5r6dd5 136 11 daily daily JJ cord-223212-5j5r6dd5 136 12 and and CC cord-223212-5j5r6dd5 136 13 cumulative cumulative JJ cord-223212-5j5r6dd5 136 14 infections infection NNS cord-223212-5j5r6dd5 136 15 and and CC cord-223212-5j5r6dd5 136 16 deaths death NNS cord-223212-5j5r6dd5 136 17 , , , cord-223212-5j5r6dd5 136 18 the the DT cord-223212-5j5r6dd5 136 19 contact contact NN cord-223212-5j5r6dd5 136 20 rate rate NN cord-223212-5j5r6dd5 136 21 has have VBZ cord-223212-5j5r6dd5 136 22 been be VBN cord-223212-5j5r6dd5 136 23 extrapolated extrapolate VBN cord-223212-5j5r6dd5 136 24 from from IN cord-223212-5j5r6dd5 136 25 its -PRON- PRP$ cord-223212-5j5r6dd5 136 26 value value NN cord-223212-5j5r6dd5 136 27 on on IN cord-223212-5j5r6dd5 136 28 2020 2020 CD cord-223212-5j5r6dd5 136 29 - - HYPH cord-223212-5j5r6dd5 136 30 05 05 CD cord-223212-5j5r6dd5 136 31 - - HYPH cord-223212-5j5r6dd5 136 32 01 01 CD cord-223212-5j5r6dd5 136 33 . . . cord-223212-5j5r6dd5 137 1 The the DT cord-223212-5j5r6dd5 137 2 posterior posterior JJ cord-223212-5j5r6dd5 137 3 distribution distribution NN cord-223212-5j5r6dd5 137 4 suggests suggest VBZ cord-223212-5j5r6dd5 137 5 that that IN cord-223212-5j5r6dd5 137 6 the the DT cord-223212-5j5r6dd5 137 7 contact contact NN cord-223212-5j5r6dd5 137 8 rate rate NN cord-223212-5j5r6dd5 137 9 is be VBZ cord-223212-5j5r6dd5 137 10 constant constant JJ cord-223212-5j5r6dd5 137 11 , , , cord-223212-5j5r6dd5 137 12 at at IN cord-223212-5j5r6dd5 137 13 a a DT cord-223212-5j5r6dd5 137 14 low low JJ cord-223212-5j5r6dd5 137 15 rate rate NN cord-223212-5j5r6dd5 137 16 , , , cord-223212-5j5r6dd5 137 17 since since IN cord-223212-5j5r6dd5 137 18 roughly roughly RB cord-223212-5j5r6dd5 137 19 2020 2020 CD cord-223212-5j5r6dd5 137 20 - - HYPH cord-223212-5j5r6dd5 137 21 04 04 CD cord-223212-5j5r6dd5 137 22 - - HYPH cord-223212-5j5r6dd5 137 23 07 07 CD cord-223212-5j5r6dd5 137 24 , , , cord-223212-5j5r6dd5 137 25 which which WDT cord-223212-5j5r6dd5 137 26 motivates motivate VBZ cord-223212-5j5r6dd5 137 27 extrapolation extrapolation NN cord-223212-5j5r6dd5 137 28 into into IN cord-223212-5j5r6dd5 137 29 the the DT cord-223212-5j5r6dd5 137 30 future future NN cord-223212-5j5r6dd5 137 31 , , , cord-223212-5j5r6dd5 137 32 assuming assume VBG cord-223212-5j5r6dd5 137 33 that that IN cord-223212-5j5r6dd5 137 34 the the DT cord-223212-5j5r6dd5 137 35 interventions intervention NNS cord-223212-5j5r6dd5 137 36 remains remain VBZ cord-223212-5j5r6dd5 137 37 at at IN cord-223212-5j5r6dd5 137 38 the the DT cord-223212-5j5r6dd5 137 39 present present JJ cord-223212-5j5r6dd5 137 40 level level NN cord-223212-5j5r6dd5 137 41 . . . cord-223212-5j5r6dd5 138 1 After after IN cord-223212-5j5r6dd5 138 2 2020 2020 CD cord-223212-5j5r6dd5 138 3 - - HYPH cord-223212-5j5r6dd5 138 4 05 05 CD cord-223212-5j5r6dd5 138 5 - - HYPH cord-223212-5j5r6dd5 138 6 01 01 CD cord-223212-5j5r6dd5 138 7 the the DT cord-223212-5j5r6dd5 138 8 contact contact NN cord-223212-5j5r6dd5 138 9 rate rate NN cord-223212-5j5r6dd5 138 10 is be VBZ cord-223212-5j5r6dd5 138 11 extrapolated extrapolate VBN cord-223212-5j5r6dd5 138 12 , , , cord-223212-5j5r6dd5 138 13 by by IN cord-223212-5j5r6dd5 138 14 assuming assume VBG cord-223212-5j5r6dd5 138 15 it -PRON- PRP cord-223212-5j5r6dd5 138 16 will will MD cord-223212-5j5r6dd5 138 17 remain remain VB cord-223212-5j5r6dd5 138 18 constant constant JJ cord-223212-5j5r6dd5 138 19 . . . cord-223212-5j5r6dd5 139 1 Figure figure NN cord-223212-5j5r6dd5 139 2 2 2 CD cord-223212-5j5r6dd5 139 3 ( ( -LRB- cord-223212-5j5r6dd5 139 4 top top JJ cord-223212-5j5r6dd5 139 5 left left NN cord-223212-5j5r6dd5 139 6 ) ) -RRB- cord-223212-5j5r6dd5 139 7 shows show VBZ cord-223212-5j5r6dd5 139 8 the the DT cord-223212-5j5r6dd5 139 9 observed observed JJ cord-223212-5j5r6dd5 139 10 daily daily JJ cord-223212-5j5r6dd5 139 11 number number NN cord-223212-5j5r6dd5 139 12 of of IN cord-223212-5j5r6dd5 139 13 deaths death NNS cord-223212-5j5r6dd5 139 14 ( ( -LRB- cord-223212-5j5r6dd5 139 15 black black JJ cord-223212-5j5r6dd5 139 16 dots dot NNS cord-223212-5j5r6dd5 139 17 ) ) -RRB- cord-223212-5j5r6dd5 139 18 along along IN cord-223212-5j5r6dd5 139 19 with with IN cord-223212-5j5r6dd5 139 20 the the DT cord-223212-5j5r6dd5 139 21 posterior posterior JJ cord-223212-5j5r6dd5 139 22 median median NN cord-223212-5j5r6dd5 139 23 ( ( -LRB- cord-223212-5j5r6dd5 139 24 dark dark JJ cord-223212-5j5r6dd5 139 25 red red JJ cord-223212-5j5r6dd5 139 26 ) ) -RRB- cord-223212-5j5r6dd5 139 27 and and CC cord-223212-5j5r6dd5 139 28 95 95 CD cord-223212-5j5r6dd5 139 29 % % NN cord-223212-5j5r6dd5 139 30 credibility credibility NN cord-223212-5j5r6dd5 139 31 interval interval NN cord-223212-5j5r6dd5 139 32 ( ( -LRB- cord-223212-5j5r6dd5 139 33 red red JJ cord-223212-5j5r6dd5 139 34 ) ) -RRB- cord-223212-5j5r6dd5 139 35 for for IN cord-223212-5j5r6dd5 139 36 the the DT cord-223212-5j5r6dd5 139 37 expected expect VBN cord-223212-5j5r6dd5 139 38 number number NN cord-223212-5j5r6dd5 139 39 of of IN cord-223212-5j5r6dd5 139 40 daily daily JJ cord-223212-5j5r6dd5 139 41 deaths death NNS cord-223212-5j5r6dd5 139 42 . . . cord-223212-5j5r6dd5 140 1 Figure figure NN cord-223212-5j5r6dd5 140 2 2 2 CD cord-223212-5j5r6dd5 140 3 ( ( -LRB- cord-223212-5j5r6dd5 140 4 top top JJ cord-223212-5j5r6dd5 140 5 right right NN cord-223212-5j5r6dd5 140 6 ) ) -RRB- cord-223212-5j5r6dd5 140 7 shows show VBZ cord-223212-5j5r6dd5 140 8 the the DT cord-223212-5j5r6dd5 140 9 observed observed JJ cord-223212-5j5r6dd5 140 10 cumulative cumulative JJ cord-223212-5j5r6dd5 140 11 number number NN cord-223212-5j5r6dd5 140 12 of of IN cord-223212-5j5r6dd5 140 13 deaths death NNS cord-223212-5j5r6dd5 140 14 ( ( -LRB- cord-223212-5j5r6dd5 140 15 black black JJ cord-223212-5j5r6dd5 140 16 dots dot NNS cord-223212-5j5r6dd5 140 17 ) ) -RRB- cord-223212-5j5r6dd5 140 18 along along IN cord-223212-5j5r6dd5 140 19 with with IN cord-223212-5j5r6dd5 140 20 the the DT cord-223212-5j5r6dd5 140 21 posterior posterior JJ cord-223212-5j5r6dd5 140 22 median median NN cord-223212-5j5r6dd5 140 23 ( ( -LRB- cord-223212-5j5r6dd5 140 24 dark dark JJ cord-223212-5j5r6dd5 140 25 red red JJ cord-223212-5j5r6dd5 140 26 ) ) -RRB- cord-223212-5j5r6dd5 140 27 and and CC cord-223212-5j5r6dd5 140 28 95 95 CD cord-223212-5j5r6dd5 140 29 % % NN cord-223212-5j5r6dd5 140 30 credibility credibility NN cord-223212-5j5r6dd5 140 31 interval interval NN cord-223212-5j5r6dd5 140 32 ( ( -LRB- cord-223212-5j5r6dd5 140 33 red red JJ cord-223212-5j5r6dd5 140 34 ) ) -RRB- cord-223212-5j5r6dd5 140 35 for for IN cord-223212-5j5r6dd5 140 36 the the DT cord-223212-5j5r6dd5 140 37 expected expect VBN cord-223212-5j5r6dd5 140 38 cumulative cumulative JJ cord-223212-5j5r6dd5 140 39 number number NN cord-223212-5j5r6dd5 140 40 of of IN cord-223212-5j5r6dd5 140 41 deaths death NNS cord-223212-5j5r6dd5 140 42 . . . cord-223212-5j5r6dd5 141 1 We -PRON- PRP cord-223212-5j5r6dd5 141 2 observe observe VBP cord-223212-5j5r6dd5 141 3 that that IN cord-223212-5j5r6dd5 141 4 the the DT cord-223212-5j5r6dd5 141 5 parameter parameter NN cord-223212-5j5r6dd5 141 6 uncertainty uncertainty NN cord-223212-5j5r6dd5 141 7 does do VBZ cord-223212-5j5r6dd5 141 8 not not RB cord-223212-5j5r6dd5 141 9 substantially substantially RB cord-223212-5j5r6dd5 141 10 impact impact VB cord-223212-5j5r6dd5 141 11 the the DT cord-223212-5j5r6dd5 141 12 expected expect VBN cord-223212-5j5r6dd5 141 13 number number NN cord-223212-5j5r6dd5 141 14 of of IN cord-223212-5j5r6dd5 141 15 daily daily JJ cord-223212-5j5r6dd5 141 16 deaths death NNS cord-223212-5j5r6dd5 141 17 and and CC cord-223212-5j5r6dd5 141 18 the the DT cord-223212-5j5r6dd5 141 19 peak peak NN cord-223212-5j5r6dd5 141 20 of of IN cord-223212-5j5r6dd5 141 21 the the DT cord-223212-5j5r6dd5 141 22 daily daily JJ cord-223212-5j5r6dd5 141 23 number number NN cord-223212-5j5r6dd5 141 24 of of IN cord-223212-5j5r6dd5 141 25 deaths death NNS cord-223212-5j5r6dd5 141 26 appears appear VBZ cord-223212-5j5r6dd5 141 27 to to TO cord-223212-5j5r6dd5 141 28 have have VB cord-223212-5j5r6dd5 141 29 occurred occur VBN cord-223212-5j5r6dd5 141 30 by by IN cord-223212-5j5r6dd5 141 31 mid mid JJ cord-223212-5j5r6dd5 141 32 April April NNP cord-223212-5j5r6dd5 141 33 . . . cord-223212-5j5r6dd5 142 1 Similarly similarly RB cord-223212-5j5r6dd5 142 2 , , , cord-223212-5j5r6dd5 142 3 the the DT cord-223212-5j5r6dd5 142 4 expected expect VBN cord-223212-5j5r6dd5 142 5 cumulative cumulative JJ cord-223212-5j5r6dd5 142 6 number number NN cord-223212-5j5r6dd5 142 7 of of IN cord-223212-5j5r6dd5 142 8 deaths death NNS cord-223212-5j5r6dd5 142 9 in in IN cord-223212-5j5r6dd5 142 10 Stockholm Stockholm NNP cord-223212-5j5r6dd5 142 11 is be VBZ cord-223212-5j5r6dd5 142 12 likely likely JJ cord-223212-5j5r6dd5 142 13 to to TO cord-223212-5j5r6dd5 142 14 terminate terminate VB cord-223212-5j5r6dd5 142 15 slightly slightly RB cord-223212-5j5r6dd5 142 16 above above IN cord-223212-5j5r6dd5 142 17 2000 2000 CD cord-223212-5j5r6dd5 142 18 . . . cord-223212-5j5r6dd5 143 1 We -PRON- PRP cord-223212-5j5r6dd5 143 2 emphasize emphasize VBP cord-223212-5j5r6dd5 143 3 that that IN cord-223212-5j5r6dd5 143 4 this this DT cord-223212-5j5r6dd5 143 5 is be VBZ cord-223212-5j5r6dd5 143 6 the the DT cord-223212-5j5r6dd5 143 7 expected expect VBN cord-223212-5j5r6dd5 143 8 number number NN cord-223212-5j5r6dd5 143 9 of of IN cord-223212-5j5r6dd5 143 10 deaths death NNS cord-223212-5j5r6dd5 143 11 , , , cord-223212-5j5r6dd5 143 12 λ λ NN cord-223212-5j5r6dd5 143 13 τ τ NN cord-223212-5j5r6dd5 143 14 . . . cord-223212-5j5r6dd5 144 1 Since since IN cord-223212-5j5r6dd5 144 2 we -PRON- PRP cord-223212-5j5r6dd5 144 3 are be VBP cord-223212-5j5r6dd5 144 4 considering consider VBG cord-223212-5j5r6dd5 144 5 a a DT cord-223212-5j5r6dd5 144 6 Poisson Poisson NNP cord-223212-5j5r6dd5 144 7 distribution distribution NN cord-223212-5j5r6dd5 144 8 for for IN cord-223212-5j5r6dd5 144 9 the the DT cord-223212-5j5r6dd5 144 10 number number NN cord-223212-5j5r6dd5 144 11 of of IN cord-223212-5j5r6dd5 144 12 daily daily JJ cord-223212-5j5r6dd5 144 13 deaths death NNS cord-223212-5j5r6dd5 144 14 an an DT cord-223212-5j5r6dd5 144 15 approximate approximate JJ cord-223212-5j5r6dd5 144 16 95%-prediction 95%-prediction CD cord-223212-5j5r6dd5 144 17 interval interval NN cord-223212-5j5r6dd5 144 18 would would MD cord-223212-5j5r6dd5 144 19 be be VB cord-223212-5j5r6dd5 144 20 λ λ NN cord-223212-5j5r6dd5 144 21 τ τ NN cord-223212-5j5r6dd5 144 22 ± ± NN cord-223212-5j5r6dd5 144 23 2 2 CD cord-223212-5j5r6dd5 144 24 √ √ NNP cord-223212-5j5r6dd5 144 25 λ λ NN cord-223212-5j5r6dd5 144 26 τ τ NN cord-223212-5j5r6dd5 144 27 , , , cord-223212-5j5r6dd5 144 28 where where WRB cord-223212-5j5r6dd5 144 29 λ λ NN cord-223212-5j5r6dd5 144 30 τ τ NN cord-223212-5j5r6dd5 144 31 is be VBZ cord-223212-5j5r6dd5 144 32 the the DT cord-223212-5j5r6dd5 144 33 Poisson Poisson NNP cord-223212-5j5r6dd5 144 34 parameter parameter NN cord-223212-5j5r6dd5 144 35 on on IN cord-223212-5j5r6dd5 144 36 day day NN cord-223212-5j5r6dd5 144 37 τ τ NN cord-223212-5j5r6dd5 144 38 . . . cord-223212-5j5r6dd5 145 1 Note note VB cord-223212-5j5r6dd5 145 2 from from IN cord-223212-5j5r6dd5 145 3 the the DT cord-223212-5j5r6dd5 145 4 observed observed JJ cord-223212-5j5r6dd5 145 5 number number NN cord-223212-5j5r6dd5 145 6 of of IN cord-223212-5j5r6dd5 145 7 daily daily JJ cord-223212-5j5r6dd5 145 8 deaths death NNS cord-223212-5j5r6dd5 145 9 that that IN cord-223212-5j5r6dd5 145 10 the the DT cord-223212-5j5r6dd5 145 11 empirical empirical JJ cord-223212-5j5r6dd5 145 12 distribution distribution NN cord-223212-5j5r6dd5 145 13 of of IN cord-223212-5j5r6dd5 145 14 daily daily JJ cord-223212-5j5r6dd5 145 15 deaths death NNS cord-223212-5j5r6dd5 145 16 appear appear VBP cord-223212-5j5r6dd5 145 17 to to TO cord-223212-5j5r6dd5 145 18 be be VB cord-223212-5j5r6dd5 145 19 overdispersed overdisperse VBN cord-223212-5j5r6dd5 145 20 , , , cord-223212-5j5r6dd5 145 21 the the DT cord-223212-5j5r6dd5 145 22 variance variance NN cord-223212-5j5r6dd5 145 23 is be VBZ cord-223212-5j5r6dd5 145 24 substantially substantially RB cord-223212-5j5r6dd5 145 25 larger large JJR cord-223212-5j5r6dd5 145 26 than than IN cord-223212-5j5r6dd5 145 27 the the DT cord-223212-5j5r6dd5 145 28 mean mean NN cord-223212-5j5r6dd5 145 29 . . . cord-223212-5j5r6dd5 146 1 This this DT cord-223212-5j5r6dd5 146 2 is be VBZ cord-223212-5j5r6dd5 146 3 likely likely JJ cord-223212-5j5r6dd5 146 4 due due IN cord-223212-5j5r6dd5 146 5 to to IN cord-223212-5j5r6dd5 146 6 reporting report VBG cord-223212-5j5r6dd5 146 7 of of IN cord-223212-5j5r6dd5 146 8 the the DT cord-223212-5j5r6dd5 146 9 data datum NNS cord-223212-5j5r6dd5 146 10 . . . cord-223212-5j5r6dd5 147 1 The the DT cord-223212-5j5r6dd5 147 2 data datum NNS cord-223212-5j5r6dd5 147 3 presented present VBN cord-223212-5j5r6dd5 147 4 at at IN cord-223212-5j5r6dd5 147 5 https://c19.se/ https://c19.se/ NNP cord-223212-5j5r6dd5 147 6 does do VBZ cord-223212-5j5r6dd5 147 7 not not RB cord-223212-5j5r6dd5 147 8 correct correct VB cord-223212-5j5r6dd5 147 9 the the DT cord-223212-5j5r6dd5 147 10 reporting reporting NN cord-223212-5j5r6dd5 147 11 of of IN cord-223212-5j5r6dd5 147 12 death death NN cord-223212-5j5r6dd5 147 13 dates date NNS cord-223212-5j5r6dd5 147 14 in in IN cord-223212-5j5r6dd5 147 15 hindsight hindsight NN cord-223212-5j5r6dd5 147 16 . . . cord-223212-5j5r6dd5 148 1 A a DT cord-223212-5j5r6dd5 148 2 comparison comparison NN cord-223212-5j5r6dd5 148 3 at at IN cord-223212-5j5r6dd5 148 4 the the DT cord-223212-5j5r6dd5 148 5 national national JJ cord-223212-5j5r6dd5 148 6 level level NN cord-223212-5j5r6dd5 148 7 with with IN cord-223212-5j5r6dd5 148 8 data datum NNS cord-223212-5j5r6dd5 148 9 provided provide VBN cord-223212-5j5r6dd5 148 10 by by IN cord-223212-5j5r6dd5 148 11 Folkhälsomyndigheten Folkhälsomyndigheten NNP cord-223212-5j5r6dd5 148 12 shows show VBZ cord-223212-5j5r6dd5 148 13 that that IN cord-223212-5j5r6dd5 148 14 the the DT cord-223212-5j5r6dd5 148 15 official official JJ cord-223212-5j5r6dd5 148 16 records record NNS cord-223212-5j5r6dd5 148 17 of of IN cord-223212-5j5r6dd5 148 18 the the DT cord-223212-5j5r6dd5 148 19 daily daily JJ cord-223212-5j5r6dd5 148 20 number number NN cord-223212-5j5r6dd5 148 21 of of IN cord-223212-5j5r6dd5 148 22 deaths death NNS cord-223212-5j5r6dd5 148 23 for for IN cord-223212-5j5r6dd5 148 24 Sweden Sweden NNP cord-223212-5j5r6dd5 148 25 does do VBZ cord-223212-5j5r6dd5 148 26 not not RB cord-223212-5j5r6dd5 148 27 appear appear VB cord-223212-5j5r6dd5 148 28 to to TO cord-223212-5j5r6dd5 148 29 be be VB cord-223212-5j5r6dd5 148 30 overdispersed overdisperse VBN cord-223212-5j5r6dd5 148 31 . . . cord-223212-5j5r6dd5 149 1 Nevertheless nevertheless RB cord-223212-5j5r6dd5 149 2 , , , cord-223212-5j5r6dd5 149 3 even even RB cord-223212-5j5r6dd5 149 4 after after IN cord-223212-5j5r6dd5 149 5 smoothing smooth VBG cord-223212-5j5r6dd5 149 6 the the DT cord-223212-5j5r6dd5 149 7 data datum NNS cord-223212-5j5r6dd5 149 8 from from IN cord-223212-5j5r6dd5 149 9 https://c19.se/ https://c19.se/ NN cord-223212-5j5r6dd5 149 10 by by IN cord-223212-5j5r6dd5 149 11 a a DT cord-223212-5j5r6dd5 149 12 moving move VBG cord-223212-5j5r6dd5 149 13 average average NN cord-223212-5j5r6dd5 149 14 over over IN cord-223212-5j5r6dd5 149 15 a a DT cord-223212-5j5r6dd5 149 16 few few JJ cord-223212-5j5r6dd5 149 17 days day NNS cord-223212-5j5r6dd5 149 18 , , , cord-223212-5j5r6dd5 149 19 the the DT cord-223212-5j5r6dd5 149 20 results result NNS cord-223212-5j5r6dd5 149 21 of of IN cord-223212-5j5r6dd5 149 22 the the DT cord-223212-5j5r6dd5 149 23 simulations simulation NNS cord-223212-5j5r6dd5 149 24 remain remain VBP cord-223212-5j5r6dd5 149 25 essentially essentially RB cord-223212-5j5r6dd5 149 26 the the DT cord-223212-5j5r6dd5 149 27 same same JJ cord-223212-5j5r6dd5 149 28 . . . cord-223212-5j5r6dd5 150 1 Figure figure NN cord-223212-5j5r6dd5 150 2 2 2 CD cord-223212-5j5r6dd5 150 3 ( ( -LRB- cord-223212-5j5r6dd5 150 4 bottom bottom NN cord-223212-5j5r6dd5 150 5 left left JJ cord-223212-5j5r6dd5 150 6 / / SYM cord-223212-5j5r6dd5 150 7 right right NN cord-223212-5j5r6dd5 150 8 ) ) -RRB- cord-223212-5j5r6dd5 150 9 shows show VBZ cord-223212-5j5r6dd5 150 10 the the DT cord-223212-5j5r6dd5 150 11 posterior posterior JJ cord-223212-5j5r6dd5 150 12 median median NN cord-223212-5j5r6dd5 150 13 ( ( -LRB- cord-223212-5j5r6dd5 150 14 dark dark JJ cord-223212-5j5r6dd5 150 15 red red JJ cord-223212-5j5r6dd5 150 16 ) ) -RRB- cord-223212-5j5r6dd5 150 17 and and CC cord-223212-5j5r6dd5 150 18 95 95 CD cord-223212-5j5r6dd5 150 19 % % NN cord-223212-5j5r6dd5 150 20 credibility credibility NN cord-223212-5j5r6dd5 150 21 interval interval NN cord-223212-5j5r6dd5 150 22 ( ( -LRB- cord-223212-5j5r6dd5 150 23 red red JJ cord-223212-5j5r6dd5 150 24 ) ) -RRB- cord-223212-5j5r6dd5 150 25 for for IN cord-223212-5j5r6dd5 150 26 the the DT cord-223212-5j5r6dd5 150 27 daily daily JJ cord-223212-5j5r6dd5 150 28 / / SYM cord-223212-5j5r6dd5 150 29 cumulative cumulative JJ cord-223212-5j5r6dd5 150 30 number number NN cord-223212-5j5r6dd5 150 31 of of IN cord-223212-5j5r6dd5 150 32 infected infected JJ cord-223212-5j5r6dd5 150 33 individuals individual NNS cord-223212-5j5r6dd5 150 34 . . . cord-223212-5j5r6dd5 151 1 Although although IN cord-223212-5j5r6dd5 151 2 the the DT cord-223212-5j5r6dd5 151 3 parameter parameter NN cord-223212-5j5r6dd5 151 4 uncertainty uncertainty NN cord-223212-5j5r6dd5 151 5 has have VBZ cord-223212-5j5r6dd5 151 6 significant significant JJ cord-223212-5j5r6dd5 151 7 impact impact NN cord-223212-5j5r6dd5 151 8 on on IN cord-223212-5j5r6dd5 151 9 the the DT cord-223212-5j5r6dd5 151 10 cumulative cumulative JJ cord-223212-5j5r6dd5 151 11 number number NN cord-223212-5j5r6dd5 151 12 of of IN cord-223212-5j5r6dd5 151 13 infected infected JJ cord-223212-5j5r6dd5 151 14 individuals individual NNS cord-223212-5j5r6dd5 151 15 , , , cord-223212-5j5r6dd5 151 16 some some DT cord-223212-5j5r6dd5 151 17 conclusions conclusion NNS cord-223212-5j5r6dd5 151 18 are be VBP cord-223212-5j5r6dd5 151 19 still still RB cord-223212-5j5r6dd5 151 20 possible possible JJ cord-223212-5j5r6dd5 151 21 . . . cord-223212-5j5r6dd5 152 1 As as IN cord-223212-5j5r6dd5 152 2 of of IN cord-223212-5j5r6dd5 152 3 mid mid NNP cord-223212-5j5r6dd5 152 4 May May NNP cord-223212-5j5r6dd5 152 5 , , , cord-223212-5j5r6dd5 152 6 the the DT cord-223212-5j5r6dd5 152 7 cumulative cumulative JJ cord-223212-5j5r6dd5 152 8 number number NN cord-223212-5j5r6dd5 152 9 of of IN cord-223212-5j5r6dd5 152 10 infected infected JJ cord-223212-5j5r6dd5 152 11 individuals individual NNS cord-223212-5j5r6dd5 152 12 has have VBZ cord-223212-5j5r6dd5 152 13 almost almost RB cord-223212-5j5r6dd5 152 14 reached reach VBN cord-223212-5j5r6dd5 152 15 its -PRON- PRP$ cord-223212-5j5r6dd5 152 16 terminal terminal JJ cord-223212-5j5r6dd5 152 17 value value NN cord-223212-5j5r6dd5 152 18 and and CC cord-223212-5j5r6dd5 152 19 the the DT cord-223212-5j5r6dd5 152 20 spread spread NN cord-223212-5j5r6dd5 152 21 of of IN cord-223212-5j5r6dd5 152 22 the the DT cord-223212-5j5r6dd5 152 23 epidemic epidemic NN cord-223212-5j5r6dd5 152 24 has have VBZ cord-223212-5j5r6dd5 152 25 slowed slow VBN cord-223212-5j5r6dd5 152 26 down down RP cord-223212-5j5r6dd5 152 27 significantly significantly RB cord-223212-5j5r6dd5 152 28 . . . cord-223212-5j5r6dd5 153 1 The the DT cord-223212-5j5r6dd5 153 2 estimated estimate VBN cord-223212-5j5r6dd5 153 3 cumulative cumulative JJ cord-223212-5j5r6dd5 153 4 number number NN cord-223212-5j5r6dd5 153 5 of of IN cord-223212-5j5r6dd5 153 6 infected infected JJ cord-223212-5j5r6dd5 153 7 individuals individual NNS cord-223212-5j5r6dd5 153 8 is be VBZ cord-223212-5j5r6dd5 153 9 13.5 13.5 CD cord-223212-5j5r6dd5 153 10 % % NN cord-223212-5j5r6dd5 153 11 of of IN cord-223212-5j5r6dd5 153 12 the the DT cord-223212-5j5r6dd5 153 13 population population NN cord-223212-5j5r6dd5 153 14 in in IN cord-223212-5j5r6dd5 153 15 Stockholm Stockholm NNP cord-223212-5j5r6dd5 153 16 . . . cord-223212-5j5r6dd5 154 1 The the DT cord-223212-5j5r6dd5 154 2 estimated estimate VBN cord-223212-5j5r6dd5 154 3 number number NN cord-223212-5j5r6dd5 154 4 of of IN cord-223212-5j5r6dd5 154 5 infected infected JJ cord-223212-5j5r6dd5 154 6 individuals individual NNS cord-223212-5j5r6dd5 154 7 by by IN cord-223212-5j5r6dd5 154 8 2020 2020 CD cord-223212-5j5r6dd5 154 9 - - HYPH cord-223212-5j5r6dd5 154 10 04 04 CD cord-223212-5j5r6dd5 154 11 - - HYPH cord-223212-5j5r6dd5 154 12 11 11 CD cord-223212-5j5r6dd5 154 13 is be VBZ cord-223212-5j5r6dd5 154 14 10.7 10.7 CD cord-223212-5j5r6dd5 154 15 % % NN cord-223212-5j5r6dd5 154 16 , , , cord-223212-5j5r6dd5 154 17 showing show VBG cord-223212-5j5r6dd5 154 18 that that IN cord-223212-5j5r6dd5 154 19 these these DT cord-223212-5j5r6dd5 154 20 results result NNS cord-223212-5j5r6dd5 154 21 are be VBP cord-223212-5j5r6dd5 154 22 well well JJ cord-223212-5j5r6dd5 154 23 in in IN cord-223212-5j5r6dd5 154 24 line line NN cord-223212-5j5r6dd5 154 25 with with IN cord-223212-5j5r6dd5 154 26 the the DT cord-223212-5j5r6dd5 154 27 reports report NNS cord-223212-5j5r6dd5 154 28 of of IN cord-223212-5j5r6dd5 154 29 the the DT cord-223212-5j5r6dd5 154 30 anti anti JJ cord-223212-5j5r6dd5 154 31 - - JJ cord-223212-5j5r6dd5 154 32 body body JJ cord-223212-5j5r6dd5 154 33 test test NN cord-223212-5j5r6dd5 154 34 performed perform VBN cord-223212-5j5r6dd5 154 35 at at IN cord-223212-5j5r6dd5 154 36 KTH KTH NNP cord-223212-5j5r6dd5 154 37 2 2 CD cord-223212-5j5r6dd5 154 38 , , , cord-223212-5j5r6dd5 154 39 which which WDT cord-223212-5j5r6dd5 154 40 indicated indicate VBD cord-223212-5j5r6dd5 154 41 that that IN cord-223212-5j5r6dd5 154 42 10 10 CD cord-223212-5j5r6dd5 154 43 % % NN cord-223212-5j5r6dd5 154 44 of of IN cord-223212-5j5r6dd5 154 45 the the DT cord-223212-5j5r6dd5 154 46 population population NN cord-223212-5j5r6dd5 154 47 in in IN cord-223212-5j5r6dd5 154 48 Stockholm Stockholm NNP cord-223212-5j5r6dd5 154 49 had have VBD cord-223212-5j5r6dd5 154 50 developed develop VBN cord-223212-5j5r6dd5 154 51 anti anti NNS cord-223212-5j5r6dd5 154 52 - - NNS cord-223212-5j5r6dd5 154 53 bodies body NNS cord-223212-5j5r6dd5 154 54 against against IN cord-223212-5j5r6dd5 154 55 the the DT cord-223212-5j5r6dd5 154 56 SARS SARS NNP cord-223212-5j5r6dd5 154 57 - - HYPH cord-223212-5j5r6dd5 154 58 CoV-2 CoV-2 NNP cord-223212-5j5r6dd5 154 59 virus virus NN cord-223212-5j5r6dd5 154 60 by by IN cord-223212-5j5r6dd5 154 61 the the DT cord-223212-5j5r6dd5 154 62 first first JJ cord-223212-5j5r6dd5 154 63 weeks week NNS cord-223212-5j5r6dd5 154 64 of of IN cord-223212-5j5r6dd5 154 65 April April NNP cord-223212-5j5r6dd5 154 66 . . . cord-223212-5j5r6dd5 155 1 We -PRON- PRP cord-223212-5j5r6dd5 155 2 emphasize emphasize VBP cord-223212-5j5r6dd5 155 3 that that IN cord-223212-5j5r6dd5 155 4 the the DT cord-223212-5j5r6dd5 155 5 estimate estimate NN cord-223212-5j5r6dd5 155 6 of of IN cord-223212-5j5r6dd5 155 7 the the DT cord-223212-5j5r6dd5 155 8 cumulative cumulative JJ cord-223212-5j5r6dd5 155 9 number number NN cord-223212-5j5r6dd5 155 10 of of IN cord-223212-5j5r6dd5 155 11 infected infected JJ cord-223212-5j5r6dd5 155 12 individuals individual NNS cord-223212-5j5r6dd5 155 13 in in IN cord-223212-5j5r6dd5 155 14 Stockholm Stockholm NNP cord-223212-5j5r6dd5 155 15 relies rely VBZ cord-223212-5j5r6dd5 155 16 heavily heavily RB cord-223212-5j5r6dd5 155 17 on on IN cord-223212-5j5r6dd5 155 18 the the DT cord-223212-5j5r6dd5 155 19 inclusion inclusion NN cord-223212-5j5r6dd5 155 20 of of IN cord-223212-5j5r6dd5 155 21 results result NNS cord-223212-5j5r6dd5 155 22 from from IN cord-223212-5j5r6dd5 155 23 the the DT cord-223212-5j5r6dd5 155 24 random random JJ cord-223212-5j5r6dd5 155 25 sampling sampling NN cord-223212-5j5r6dd5 155 26 performed perform VBN cord-223212-5j5r6dd5 155 27 by by IN cord-223212-5j5r6dd5 155 28 Folkhälsomyndigheten Folkhälsomyndigheten NNP cord-223212-5j5r6dd5 155 29 in in IN cord-223212-5j5r6dd5 155 30 late late JJ cord-223212-5j5r6dd5 155 31 March March NNP cord-223212-5j5r6dd5 155 32 , , , cord-223212-5j5r6dd5 155 33 early early JJ cord-223212-5j5r6dd5 155 34 April April NNP cord-223212-5j5r6dd5 155 35 . . . cord-223212-5j5r6dd5 156 1 Without without IN cord-223212-5j5r6dd5 156 2 this this DT cord-223212-5j5r6dd5 156 3 crucial crucial JJ cord-223212-5j5r6dd5 156 4 piece piece NN cord-223212-5j5r6dd5 156 5 of of IN cord-223212-5j5r6dd5 156 6 information information NN cord-223212-5j5r6dd5 156 7 similar similar JJ cord-223212-5j5r6dd5 156 8 models model NNS cord-223212-5j5r6dd5 156 9 to to IN cord-223212-5j5r6dd5 156 10 the the DT cord-223212-5j5r6dd5 156 11 one one NN cord-223212-5j5r6dd5 156 12 analyzed analyze VBN cord-223212-5j5r6dd5 156 13 here here RB cord-223212-5j5r6dd5 156 14 may may MD cord-223212-5j5r6dd5 156 15 provide provide VB cord-223212-5j5r6dd5 156 16 a a DT cord-223212-5j5r6dd5 156 17 significantly significantly RB cord-223212-5j5r6dd5 156 18 higher high JJR cord-223212-5j5r6dd5 156 19 estimate estimate NN cord-223212-5j5r6dd5 156 20 on on IN cord-223212-5j5r6dd5 156 21 the the DT cord-223212-5j5r6dd5 156 22 cumulative cumulative JJ cord-223212-5j5r6dd5 156 23 number number NN cord-223212-5j5r6dd5 156 24 of of IN cord-223212-5j5r6dd5 156 25 infected infect VBN cord-223212-5j5r6dd5 156 26 . . . cord-223212-5j5r6dd5 157 1 Table table NN cord-223212-5j5r6dd5 157 2 3 3 CD cord-223212-5j5r6dd5 157 3 . . . cord-223212-5j5r6dd5 158 1 Marginal marginal JJ cord-223212-5j5r6dd5 158 2 posterior posterior JJ cord-223212-5j5r6dd5 158 3 median median NN cord-223212-5j5r6dd5 158 4 and and CC cord-223212-5j5r6dd5 158 5 credibility credibility NN cord-223212-5j5r6dd5 158 6 intervals interval NNS cord-223212-5j5r6dd5 158 7 for for IN cord-223212-5j5r6dd5 158 8 Region Region NNP cord-223212-5j5r6dd5 158 9 Stockholm Stockholm NNP cord-223212-5j5r6dd5 158 10 . . . cord-223212-5j5r6dd5 159 1 6.2 6.2 CD cord-223212-5j5r6dd5 159 2 . . . cord-223212-5j5r6dd5 160 1 Summary summary NN cord-223212-5j5r6dd5 160 2 of of IN cord-223212-5j5r6dd5 160 3 the the DT cord-223212-5j5r6dd5 160 4 results result NNS cord-223212-5j5r6dd5 160 5 for for IN cord-223212-5j5r6dd5 160 6 ten ten CD cord-223212-5j5r6dd5 160 7 regions region NNS cord-223212-5j5r6dd5 160 8 of of IN cord-223212-5j5r6dd5 160 9 Sweden Sweden NNP cord-223212-5j5r6dd5 160 10 . . . cord-223212-5j5r6dd5 161 1 In in IN cord-223212-5j5r6dd5 161 2 this this DT cord-223212-5j5r6dd5 161 3 section section NN cord-223212-5j5r6dd5 161 4 estimates estimate NNS cord-223212-5j5r6dd5 161 5 of of IN cord-223212-5j5r6dd5 161 6 the the DT cord-223212-5j5r6dd5 161 7 cumulative cumulative JJ cord-223212-5j5r6dd5 161 8 number number NN cord-223212-5j5r6dd5 161 9 of of IN cord-223212-5j5r6dd5 161 10 infected infected JJ cord-223212-5j5r6dd5 161 11 individuals individual NNS cord-223212-5j5r6dd5 161 12 are be VBP cord-223212-5j5r6dd5 161 13 provided provide VBN cord-223212-5j5r6dd5 161 14 for for IN cord-223212-5j5r6dd5 161 15 the the DT cord-223212-5j5r6dd5 161 16 following follow VBG cord-223212-5j5r6dd5 161 17 regions region NNS cord-223212-5j5r6dd5 161 18 of of IN cord-223212-5j5r6dd5 161 19 Sweden Sweden NNP cord-223212-5j5r6dd5 161 20 : : : cord-223212-5j5r6dd5 162 1 ( ( -LRB- cord-223212-5j5r6dd5 162 2 1 1 LS cord-223212-5j5r6dd5 162 3 ) ) -RRB- cord-223212-5j5r6dd5 162 4 Stockholm Stockholm NNP cord-223212-5j5r6dd5 162 5 ( ( -LRB- cord-223212-5j5r6dd5 162 6 population population NN cord-223212-5j5r6dd5 162 7 : : : cord-223212-5j5r6dd5 162 8 2.34 2.34 CD cord-223212-5j5r6dd5 162 9 · · NFP cord-223212-5j5r6dd5 162 10 10 10 CD cord-223212-5j5r6dd5 162 11 6 6 CD cord-223212-5j5r6dd5 162 12 ) ) -RRB- cord-223212-5j5r6dd5 162 13 ( ( -LRB- cord-223212-5j5r6dd5 162 14 2 2 LS cord-223212-5j5r6dd5 162 15 ) ) -RRB- cord-223212-5j5r6dd5 162 16 Västra Västra NNP cord-223212-5j5r6dd5 162 17 Götaland Götaland NNP cord-223212-5j5r6dd5 162 18 ( ( -LRB- cord-223212-5j5r6dd5 162 19 population population NN cord-223212-5j5r6dd5 162 20 : : : cord-223212-5j5r6dd5 162 21 1.71 1.71 CD cord-223212-5j5r6dd5 162 22 · · SYM cord-223212-5j5r6dd5 162 23 10 10 CD cord-223212-5j5r6dd5 162 24 6 6 CD cord-223212-5j5r6dd5 162 25 ) ) -RRB- cord-223212-5j5r6dd5 162 26 ( ( -LRB- cord-223212-5j5r6dd5 162 27 3)Östergötland 3)östergötland CD cord-223212-5j5r6dd5 162 28 ( ( -LRB- cord-223212-5j5r6dd5 162 29 population population NN cord-223212-5j5r6dd5 162 30 : : : cord-223212-5j5r6dd5 162 31 1.36 1.36 CD cord-223212-5j5r6dd5 162 32 · · SYM cord-223212-5j5r6dd5 162 33 10 10 CD cord-223212-5j5r6dd5 162 34 6 6 CD cord-223212-5j5r6dd5 162 35 ) ) -RRB- cord-223212-5j5r6dd5 163 1 ( ( -LRB- cord-223212-5j5r6dd5 163 2 4)Örebro 4)örebro CD cord-223212-5j5r6dd5 163 3 ( ( -LRB- cord-223212-5j5r6dd5 163 4 population population NN cord-223212-5j5r6dd5 163 5 : : : cord-223212-5j5r6dd5 163 6 3.02 3.02 CD cord-223212-5j5r6dd5 163 7 · · NFP cord-223212-5j5r6dd5 163 8 10 10 CD cord-223212-5j5r6dd5 163 9 5 5 CD cord-223212-5j5r6dd5 163 10 ) ) -RRB- cord-223212-5j5r6dd5 163 11 ( ( -LRB- cord-223212-5j5r6dd5 163 12 5 5 LS cord-223212-5j5r6dd5 163 13 ) ) -RRB- cord-223212-5j5r6dd5 164 1 Skåne Skåne NNP cord-223212-5j5r6dd5 164 2 ( ( -LRB- cord-223212-5j5r6dd5 164 3 population population NN cord-223212-5j5r6dd5 164 4 : : : cord-223212-5j5r6dd5 164 5 1.36 1.36 CD cord-223212-5j5r6dd5 164 6 · · SYM cord-223212-5j5r6dd5 164 7 10 10 CD cord-223212-5j5r6dd5 164 8 6 6 CD cord-223212-5j5r6dd5 164 9 ) ) -RRB- cord-223212-5j5r6dd5 164 10 ( ( -LRB- cord-223212-5j5r6dd5 164 11 6 6 LS cord-223212-5j5r6dd5 164 12 ) ) -RRB- cord-223212-5j5r6dd5 164 13 Jönköping jönköping NN cord-223212-5j5r6dd5 164 14 ( ( -LRB- cord-223212-5j5r6dd5 164 15 population population NN cord-223212-5j5r6dd5 164 16 : : : cord-223212-5j5r6dd5 164 17 3.56 3.56 CD cord-223212-5j5r6dd5 164 18 · · NFP cord-223212-5j5r6dd5 164 19 10 10 CD cord-223212-5j5r6dd5 164 20 5 5 CD cord-223212-5j5r6dd5 164 21 ) ) -RRB- cord-223212-5j5r6dd5 164 22 ( ( -LRB- cord-223212-5j5r6dd5 164 23 7 7 LS cord-223212-5j5r6dd5 164 24 ) ) -RRB- cord-223212-5j5r6dd5 164 25 Sörmland sörmland NN cord-223212-5j5r6dd5 164 26 ( ( -LRB- cord-223212-5j5r6dd5 164 27 population population NN cord-223212-5j5r6dd5 164 28 : : : cord-223212-5j5r6dd5 164 29 2.95 2.95 CD cord-223212-5j5r6dd5 164 30 · · NFP cord-223212-5j5r6dd5 164 31 10 10 CD cord-223212-5j5r6dd5 164 32 5 5 CD cord-223212-5j5r6dd5 164 33 ) ) -RRB- cord-223212-5j5r6dd5 164 34 ( ( -LRB- cord-223212-5j5r6dd5 164 35 8) 8) NNP cord-223212-5j5r6dd5 164 36 Västmanland Västmanland NNP cord-223212-5j5r6dd5 164 37 ( ( -LRB- cord-223212-5j5r6dd5 164 38 population population NN cord-223212-5j5r6dd5 164 39 : : : cord-223212-5j5r6dd5 164 40 2.74 2.74 CD cord-223212-5j5r6dd5 164 41 · · NFP cord-223212-5j5r6dd5 164 42 10 10 CD cord-223212-5j5r6dd5 164 43 5 5 CD cord-223212-5j5r6dd5 164 44 ) ) -RRB- cord-223212-5j5r6dd5 164 45 ( ( -LRB- cord-223212-5j5r6dd5 164 46 9 9 CD cord-223212-5j5r6dd5 164 47 ) ) -RRB- cord-223212-5j5r6dd5 164 48 Uppsala Uppsala NNP cord-223212-5j5r6dd5 164 49 ( ( -LRB- cord-223212-5j5r6dd5 164 50 population population NN cord-223212-5j5r6dd5 164 51 : : : cord-223212-5j5r6dd5 164 52 3.76 3.76 CD cord-223212-5j5r6dd5 164 53 · · NFP cord-223212-5j5r6dd5 164 54 10 10 CD cord-223212-5j5r6dd5 164 55 5 5 CD cord-223212-5j5r6dd5 164 56 ) ) -RRB- cord-223212-5j5r6dd5 164 57 ( ( -LRB- cord-223212-5j5r6dd5 164 58 10 10 CD cord-223212-5j5r6dd5 164 59 ) ) -RRB- cord-223212-5j5r6dd5 164 60 Dalarna Dalarna NNP cord-223212-5j5r6dd5 164 61 ( ( -LRB- cord-223212-5j5r6dd5 164 62 population population NN cord-223212-5j5r6dd5 164 63 : : : cord-223212-5j5r6dd5 164 64 2.87 2.87 CD cord-223212-5j5r6dd5 164 65 · · NFP cord-223212-5j5r6dd5 164 66 10 10 CD cord-223212-5j5r6dd5 164 67 5 5 CD cord-223212-5j5r6dd5 164 68 ) ) -RRB- cord-223212-5j5r6dd5 165 1 The the DT cord-223212-5j5r6dd5 165 2 daily daily JJ cord-223212-5j5r6dd5 165 3 death death NN cord-223212-5j5r6dd5 165 4 counts count VBZ cord-223212-5j5r6dd5 165 5 for for IN cord-223212-5j5r6dd5 165 6 the the DT cord-223212-5j5r6dd5 165 7 regions region NNS cord-223212-5j5r6dd5 165 8 of of IN cord-223212-5j5r6dd5 165 9 Sweden Sweden NNP cord-223212-5j5r6dd5 165 10 until until IN cord-223212-5j5r6dd5 165 11 2020 2020 CD cord-223212-5j5r6dd5 165 12 - - SYM cord-223212-5j5r6dd5 165 13 05 05 CD cord-223212-5j5r6dd5 165 14 - - SYM cord-223212-5j5r6dd5 165 15 15 15 CD cord-223212-5j5r6dd5 165 16 are be VBP cord-223212-5j5r6dd5 165 17 obtained obtain VBN cord-223212-5j5r6dd5 165 18 from from IN cord-223212-5j5r6dd5 165 19 the the DT cord-223212-5j5r6dd5 165 20 webpage webpage NN cord-223212-5j5r6dd5 165 21 : : : cord-223212-5j5r6dd5 166 1 https://c19.se/. https://c19.se/. NNP cord-223212-5j5r6dd5 167 1 There there EX cord-223212-5j5r6dd5 167 2 is be VBZ cord-223212-5j5r6dd5 167 3 no no DT cord-223212-5j5r6dd5 167 4 random random JJ cord-223212-5j5r6dd5 167 5 testing testing NN cord-223212-5j5r6dd5 167 6 providing provide VBG cord-223212-5j5r6dd5 167 7 information information NN cord-223212-5j5r6dd5 167 8 on on IN cord-223212-5j5r6dd5 167 9 the the DT cord-223212-5j5r6dd5 167 10 proportion proportion NN cord-223212-5j5r6dd5 167 11 of of IN cord-223212-5j5r6dd5 167 12 infected infected JJ cord-223212-5j5r6dd5 167 13 individuals individual NNS cord-223212-5j5r6dd5 167 14 outside outside IN cord-223212-5j5r6dd5 167 15 Region Region NNP cord-223212-5j5r6dd5 167 16 Stockholm Stockholm NNP cord-223212-5j5r6dd5 167 17 . . . cord-223212-5j5r6dd5 168 1 To to TO cord-223212-5j5r6dd5 168 2 estimate estimate VB cord-223212-5j5r6dd5 168 3 the the DT cord-223212-5j5r6dd5 168 4 contact contact NN cord-223212-5j5r6dd5 168 5 rate rate NN cord-223212-5j5r6dd5 168 6 and and CC cord-223212-5j5r6dd5 168 7 the the DT cord-223212-5j5r6dd5 168 8 cumulative cumulative JJ cord-223212-5j5r6dd5 168 9 number number NN cord-223212-5j5r6dd5 168 10 of of IN cord-223212-5j5r6dd5 168 11 infected infected JJ cord-223212-5j5r6dd5 168 12 individuals individual NNS cord-223212-5j5r6dd5 168 13 in in IN cord-223212-5j5r6dd5 168 14 regions region NNS cord-223212-5j5r6dd5 168 15 outside outside IN cord-223212-5j5r6dd5 168 16 Stockholm Stockholm NNP cord-223212-5j5r6dd5 168 17 , , , cord-223212-5j5r6dd5 168 18 we -PRON- PRP cord-223212-5j5r6dd5 168 19 have have VBP cord-223212-5j5r6dd5 168 20 implemented implement VBN cord-223212-5j5r6dd5 168 21 the the DT cord-223212-5j5r6dd5 168 22 multi multi JJ cord-223212-5j5r6dd5 168 23 - - JJ cord-223212-5j5r6dd5 168 24 region region JJ cord-223212-5j5r6dd5 168 25 model model NN cord-223212-5j5r6dd5 168 26 pairwise pairwise NN cord-223212-5j5r6dd5 168 27 , , , cord-223212-5j5r6dd5 168 28 with with IN cord-223212-5j5r6dd5 168 29 two two CD cord-223212-5j5r6dd5 168 30 regions region NNS cord-223212-5j5r6dd5 168 31 in in IN cord-223212-5j5r6dd5 168 32 each each DT cord-223212-5j5r6dd5 168 33 MCMC MCMC NNP cord-223212-5j5r6dd5 168 34 simulation simulation NN cord-223212-5j5r6dd5 168 35 , , , cord-223212-5j5r6dd5 168 36 where where WRB cord-223212-5j5r6dd5 168 37 one one CD cord-223212-5j5r6dd5 168 38 region region NN cord-223212-5j5r6dd5 168 39 is be VBZ cord-223212-5j5r6dd5 168 40 Stockholm Stockholm NNP cord-223212-5j5r6dd5 168 41 and and CC cord-223212-5j5r6dd5 168 42 the the DT cord-223212-5j5r6dd5 168 43 other other JJ cord-223212-5j5r6dd5 168 44 region region NN cord-223212-5j5r6dd5 168 45 is be VBZ cord-223212-5j5r6dd5 168 46 from from IN cord-223212-5j5r6dd5 168 47 the the DT cord-223212-5j5r6dd5 168 48 list list NN cord-223212-5j5r6dd5 168 49 above above RB cord-223212-5j5r6dd5 168 50 . . . cord-223212-5j5r6dd5 169 1 It -PRON- PRP cord-223212-5j5r6dd5 169 2 is be VBZ cord-223212-5j5r6dd5 169 3 assumed assume VBN cord-223212-5j5r6dd5 169 4 that that IN cord-223212-5j5r6dd5 169 5 the the DT cord-223212-5j5r6dd5 169 6 parameters parameter NNS cord-223212-5j5r6dd5 169 7 ν ν NNP cord-223212-5j5r6dd5 169 8 , , , cord-223212-5j5r6dd5 169 9 γ γ NNP cord-223212-5j5r6dd5 169 10 , , , cord-223212-5j5r6dd5 169 11 f f NNP cord-223212-5j5r6dd5 169 12 , , , cord-223212-5j5r6dd5 169 13 and and CC cord-223212-5j5r6dd5 169 14 s s NN cord-223212-5j5r6dd5 169 15 D d NN cord-223212-5j5r6dd5 169 16 are be VBP cord-223212-5j5r6dd5 169 17 identical identical JJ cord-223212-5j5r6dd5 169 18 in in IN cord-223212-5j5r6dd5 169 19 both both DT cord-223212-5j5r6dd5 169 20 regions region NNS cord-223212-5j5r6dd5 169 21 , , , cord-223212-5j5r6dd5 169 22 but but CC cord-223212-5j5r6dd5 169 23 the the DT cord-223212-5j5r6dd5 169 24 time time NN cord-223212-5j5r6dd5 169 25 varying vary VBG cord-223212-5j5r6dd5 169 26 contact contact NN cord-223212-5j5r6dd5 169 27 rate rate NN cord-223212-5j5r6dd5 169 28 and and CC cord-223212-5j5r6dd5 169 29 the the DT cord-223212-5j5r6dd5 169 30 initial initial JJ cord-223212-5j5r6dd5 169 31 proportion proportion NN cord-223212-5j5r6dd5 169 32 of of IN cord-223212-5j5r6dd5 169 33 susceptible susceptible JJ cord-223212-5j5r6dd5 169 34 individuals individual NNS cord-223212-5j5r6dd5 169 35 are be VBP cord-223212-5j5r6dd5 169 36 different different JJ cord-223212-5j5r6dd5 169 37 between between IN cord-223212-5j5r6dd5 169 38 the the DT cord-223212-5j5r6dd5 169 39 regions region NNS cord-223212-5j5r6dd5 169 40 . . . cord-223212-5j5r6dd5 170 1 The the DT cord-223212-5j5r6dd5 170 2 posterior posterior NN cord-223212-5j5r6dd5 170 3 of of IN cord-223212-5j5r6dd5 170 4 the the DT cord-223212-5j5r6dd5 170 5 contact contact NN cord-223212-5j5r6dd5 170 6 rates rate NNS cord-223212-5j5r6dd5 170 7 for for IN cord-223212-5j5r6dd5 170 8 the the DT cord-223212-5j5r6dd5 170 9 different different JJ cord-223212-5j5r6dd5 170 10 regions region NNS cord-223212-5j5r6dd5 170 11 are be VBP cord-223212-5j5r6dd5 170 12 provided provide VBN cord-223212-5j5r6dd5 170 13 in in IN cord-223212-5j5r6dd5 170 14 Figure Figure NNP cord-223212-5j5r6dd5 170 15 Table Table NNP cord-223212-5j5r6dd5 170 16 4 4 CD cord-223212-5j5r6dd5 170 17 along along RB cord-223212-5j5r6dd5 170 18 with with IN cord-223212-5j5r6dd5 170 19 95 95 CD cord-223212-5j5r6dd5 170 20 % % NN cord-223212-5j5r6dd5 170 21 credibility credibility NN cord-223212-5j5r6dd5 170 22 intervals interval NNS cord-223212-5j5r6dd5 170 23 . . . cord-223212-5j5r6dd5 171 1 Overall overall RB cord-223212-5j5r6dd5 171 2 the the DT cord-223212-5j5r6dd5 171 3 proportions proportion NNS cord-223212-5j5r6dd5 171 4 are be VBP cord-223212-5j5r6dd5 171 5 low low JJ cord-223212-5j5r6dd5 171 6 , , , cord-223212-5j5r6dd5 171 7 far far RB cord-223212-5j5r6dd5 171 8 from from IN cord-223212-5j5r6dd5 171 9 herd herd NN cord-223212-5j5r6dd5 171 10 immunity immunity NN cord-223212-5j5r6dd5 171 11 . . . cord-223212-5j5r6dd5 172 1 Prop Prop NNP cord-223212-5j5r6dd5 172 2 Observed observe VBD cord-223212-5j5r6dd5 172 3 daily daily JJ cord-223212-5j5r6dd5 172 4 number number NN cord-223212-5j5r6dd5 172 5 of of IN cord-223212-5j5r6dd5 172 6 deaths death NNS cord-223212-5j5r6dd5 172 7 ( ( -LRB- cord-223212-5j5r6dd5 172 8 black black JJ cord-223212-5j5r6dd5 172 9 dots dot NNS cord-223212-5j5r6dd5 172 10 ) ) -RRB- cord-223212-5j5r6dd5 172 11 , , , cord-223212-5j5r6dd5 172 12 the the DT cord-223212-5j5r6dd5 172 13 posterior posterior JJ cord-223212-5j5r6dd5 172 14 median median NN cord-223212-5j5r6dd5 172 15 ( ( -LRB- cord-223212-5j5r6dd5 172 16 dark dark JJ cord-223212-5j5r6dd5 172 17 red red JJ cord-223212-5j5r6dd5 172 18 ) ) -RRB- cord-223212-5j5r6dd5 172 19 and and CC cord-223212-5j5r6dd5 172 20 95 95 CD cord-223212-5j5r6dd5 172 21 % % NN cord-223212-5j5r6dd5 172 22 credibility credibility NN cord-223212-5j5r6dd5 172 23 interval interval NN cord-223212-5j5r6dd5 172 24 for for IN cord-223212-5j5r6dd5 172 25 the the DT cord-223212-5j5r6dd5 172 26 expected expect VBN cord-223212-5j5r6dd5 172 27 daily daily JJ cord-223212-5j5r6dd5 172 28 number number NN cord-223212-5j5r6dd5 172 29 of of IN cord-223212-5j5r6dd5 172 30 deaths death NNS cord-223212-5j5r6dd5 172 31 . . . cord-223212-5j5r6dd5 173 1 Top top JJ cord-223212-5j5r6dd5 173 2 right right NN cord-223212-5j5r6dd5 173 3 : : : cord-223212-5j5r6dd5 174 1 Observed observe VBN cord-223212-5j5r6dd5 174 2 cumulative cumulative JJ cord-223212-5j5r6dd5 174 3 number number NN cord-223212-5j5r6dd5 174 4 of of IN cord-223212-5j5r6dd5 174 5 deaths death NNS cord-223212-5j5r6dd5 174 6 ( ( -LRB- cord-223212-5j5r6dd5 174 7 black black JJ cord-223212-5j5r6dd5 174 8 dots dot NNS cord-223212-5j5r6dd5 174 9 ) ) -RRB- cord-223212-5j5r6dd5 174 10 , , , cord-223212-5j5r6dd5 174 11 the the DT cord-223212-5j5r6dd5 174 12 posterior posterior JJ cord-223212-5j5r6dd5 174 13 median median NN cord-223212-5j5r6dd5 174 14 ( ( -LRB- cord-223212-5j5r6dd5 174 15 dark dark JJ cord-223212-5j5r6dd5 174 16 red red JJ cord-223212-5j5r6dd5 174 17 ) ) -RRB- cord-223212-5j5r6dd5 174 18 and and CC cord-223212-5j5r6dd5 174 19 95 95 CD cord-223212-5j5r6dd5 174 20 % % NN cord-223212-5j5r6dd5 174 21 credibility credibility NN cord-223212-5j5r6dd5 174 22 interval interval NN cord-223212-5j5r6dd5 174 23 for for IN cord-223212-5j5r6dd5 174 24 the the DT cord-223212-5j5r6dd5 174 25 expected expect VBN cord-223212-5j5r6dd5 174 26 cumulative cumulative JJ cord-223212-5j5r6dd5 174 27 number number NN cord-223212-5j5r6dd5 174 28 of of IN cord-223212-5j5r6dd5 174 29 deaths death NNS cord-223212-5j5r6dd5 174 30 . . . cord-223212-5j5r6dd5 175 1 Bottom bottom RB cord-223212-5j5r6dd5 175 2 left leave VBN cord-223212-5j5r6dd5 175 3 : : : cord-223212-5j5r6dd5 175 4 The the DT cord-223212-5j5r6dd5 175 5 posterior posterior JJ cord-223212-5j5r6dd5 175 6 median median NN cord-223212-5j5r6dd5 175 7 ( ( -LRB- cord-223212-5j5r6dd5 175 8 dark dark JJ cord-223212-5j5r6dd5 175 9 red red JJ cord-223212-5j5r6dd5 175 10 ) ) -RRB- cord-223212-5j5r6dd5 175 11 and and CC cord-223212-5j5r6dd5 175 12 95 95 CD cord-223212-5j5r6dd5 175 13 % % NN cord-223212-5j5r6dd5 175 14 credibility credibility NN cord-223212-5j5r6dd5 175 15 interval interval NN cord-223212-5j5r6dd5 175 16 for for IN cord-223212-5j5r6dd5 175 17 the the DT cord-223212-5j5r6dd5 175 18 daily daily JJ cord-223212-5j5r6dd5 175 19 number number NN cord-223212-5j5r6dd5 175 20 of of IN cord-223212-5j5r6dd5 175 21 infected infected JJ cord-223212-5j5r6dd5 175 22 individuals individual NNS cord-223212-5j5r6dd5 175 23 . . . cord-223212-5j5r6dd5 176 1 Bottom bottom RB cord-223212-5j5r6dd5 176 2 right right RB cord-223212-5j5r6dd5 176 3 : : : cord-223212-5j5r6dd5 177 1 The the DT cord-223212-5j5r6dd5 177 2 posterior posterior JJ cord-223212-5j5r6dd5 177 3 median median NN cord-223212-5j5r6dd5 177 4 ( ( -LRB- cord-223212-5j5r6dd5 177 5 dark dark JJ cord-223212-5j5r6dd5 177 6 red red JJ cord-223212-5j5r6dd5 177 7 ) ) -RRB- cord-223212-5j5r6dd5 177 8 and and CC cord-223212-5j5r6dd5 177 9 95 95 CD cord-223212-5j5r6dd5 177 10 % % NN cord-223212-5j5r6dd5 177 11 credibility credibility NN cord-223212-5j5r6dd5 177 12 interval interval NN cord-223212-5j5r6dd5 177 13 for for IN cord-223212-5j5r6dd5 177 14 the the DT cord-223212-5j5r6dd5 177 15 cumulative cumulative JJ cord-223212-5j5r6dd5 177 16 number number NN cord-223212-5j5r6dd5 177 17 of of IN cord-223212-5j5r6dd5 177 18 infected infected JJ cord-223212-5j5r6dd5 177 19 individuals individual NNS cord-223212-5j5r6dd5 177 20 . . . cord-223212-5j5r6dd5 178 1 Infectious infectious JJ cord-223212-5j5r6dd5 178 2 Diseases disease NNS cord-223212-5j5r6dd5 178 3 of of IN cord-223212-5j5r6dd5 178 4 Humans human NNS cord-223212-5j5r6dd5 178 5 : : : cord-223212-5j5r6dd5 178 6 Dynamics dynamic NNS cord-223212-5j5r6dd5 178 7 and and CC cord-223212-5j5r6dd5 178 8 Control Control NNP cord-223212-5j5r6dd5 179 1 The the DT cord-223212-5j5r6dd5 179 2 geometric geometric JJ cord-223212-5j5r6dd5 179 3 foundations foundation NNS cord-223212-5j5r6dd5 179 4 of of IN cord-223212-5j5r6dd5 179 5 Hamiltonian Hamiltonian NNP cord-223212-5j5r6dd5 179 6 Monte Monte NNP cord-223212-5j5r6dd5 179 7 Carlo Carlo NNP cord-223212-5j5r6dd5 179 8 Basic basic JJ cord-223212-5j5r6dd5 179 9 estimation estimation NN cord-223212-5j5r6dd5 179 10 - - HYPH cord-223212-5j5r6dd5 179 11 prediction prediction NN cord-223212-5j5r6dd5 179 12 techniques technique NNS cord-223212-5j5r6dd5 179 13 for for IN cord-223212-5j5r6dd5 179 14 COVID-19 COVID-19 NNP cord-223212-5j5r6dd5 179 15 , , , cord-223212-5j5r6dd5 179 16 and and CC cord-223212-5j5r6dd5 179 17 a a DT cord-223212-5j5r6dd5 179 18 prediction prediction NN cord-223212-5j5r6dd5 179 19 for for IN cord-223212-5j5r6dd5 179 20 Stockholm Stockholm NNP cord-223212-5j5r6dd5 179 21 Contemporary Contemporary NNP cord-223212-5j5r6dd5 179 22 statistical statistical JJ cord-223212-5j5r6dd5 179 23 inference inference NN cord-223212-5j5r6dd5 179 24 for for IN cord-223212-5j5r6dd5 179 25 infectious infectious JJ cord-223212-5j5r6dd5 179 26 disease disease NN cord-223212-5j5r6dd5 179 27 models model NNS cord-223212-5j5r6dd5 179 28 using use VBG cord-223212-5j5r6dd5 179 29 Stan Stan NNP cord-223212-5j5r6dd5 179 30 Mathematical Mathematical NNP cord-223212-5j5r6dd5 179 31 tools tool NNS cord-223212-5j5r6dd5 179 32 for for IN cord-223212-5j5r6dd5 179 33 understanding understand VBG cord-223212-5j5r6dd5 179 34 infectious infectious JJ cord-223212-5j5r6dd5 179 35 disease disease NN cord-223212-5j5r6dd5 179 36 dynamics dynamic NNS cord-223212-5j5r6dd5 179 37 Stochastic stochastic JJ cord-223212-5j5r6dd5 179 38 relaxation relaxation NN cord-223212-5j5r6dd5 179 39 , , , cord-223212-5j5r6dd5 179 40 Gibbs Gibbs NNP cord-223212-5j5r6dd5 179 41 distributions distribution NNS cord-223212-5j5r6dd5 179 42 , , , cord-223212-5j5r6dd5 179 43 and and CC cord-223212-5j5r6dd5 179 44 the the DT cord-223212-5j5r6dd5 179 45 Bayesian bayesian JJ cord-223212-5j5r6dd5 179 46 restoration restoration NN cord-223212-5j5r6dd5 179 47 of of IN cord-223212-5j5r6dd5 179 48 images image NNS cord-223212-5j5r6dd5 179 49 Evaluating evaluate VBG cord-223212-5j5r6dd5 179 50 Derivatives derivative NNS cord-223212-5j5r6dd5 179 51 : : : cord-223212-5j5r6dd5 179 52 Principles principle NNS cord-223212-5j5r6dd5 179 53 and and CC cord-223212-5j5r6dd5 179 54 Techniques Techniques NNPS cord-223212-5j5r6dd5 179 55 of of IN cord-223212-5j5r6dd5 179 56 Algorithmic Algorithmic NNP cord-223212-5j5r6dd5 179 57 Differentiation Differentiation NNP cord-223212-5j5r6dd5 179 58 Monte Monte NNP cord-223212-5j5r6dd5 179 59 Carlo Carlo NNP cord-223212-5j5r6dd5 179 60 sampling sampling NN cord-223212-5j5r6dd5 179 61 methods method NNS cord-223212-5j5r6dd5 179 62 using use VBG cord-223212-5j5r6dd5 179 63 Markov Markov NNP cord-223212-5j5r6dd5 179 64 Chains Chains NNP cord-223212-5j5r6dd5 179 65 and and CC cord-223212-5j5r6dd5 179 66 their -PRON- PRP$ cord-223212-5j5r6dd5 179 67 applications application NNS cord-223212-5j5r6dd5 179 68 The the DT cord-223212-5j5r6dd5 179 69 No No NNP cord-223212-5j5r6dd5 179 70 - - HYPH cord-223212-5j5r6dd5 179 71 U u NN cord-223212-5j5r6dd5 179 72 - - HYPH cord-223212-5j5r6dd5 179 73 turn turn NN cord-223212-5j5r6dd5 179 74 sampler sampler NN cord-223212-5j5r6dd5 179 75 : : : cord-223212-5j5r6dd5 179 76 adaptively adaptively RB cord-223212-5j5r6dd5 179 77 setting set VBG cord-223212-5j5r6dd5 179 78 path path NN cord-223212-5j5r6dd5 179 79 lengths length NNS cord-223212-5j5r6dd5 179 80 in in IN cord-223212-5j5r6dd5 179 81 Hamiltonian Hamiltonian NNP cord-223212-5j5r6dd5 179 82 Monte Monte NNP cord-223212-5j5r6dd5 179 83 Carlo Carlo NNP cord-223212-5j5r6dd5 179 84 Random Random NNP cord-223212-5j5r6dd5 179 85 Measures Measures NNPS cord-223212-5j5r6dd5 179 86 Early early JJ cord-223212-5j5r6dd5 179 87 transmission transmission NN cord-223212-5j5r6dd5 179 88 dynamics dynamic NNS cord-223212-5j5r6dd5 179 89 in in IN cord-223212-5j5r6dd5 179 90 Wuhan Wuhan NNP cord-223212-5j5r6dd5 179 91 , , , cord-223212-5j5r6dd5 179 92 China China NNP cord-223212-5j5r6dd5 179 93 , , , cord-223212-5j5r6dd5 179 94 of of IN cord-223212-5j5r6dd5 179 95 novel novel NN cord-223212-5j5r6dd5 179 96 Coronavirus Coronavirus NNP cord-223212-5j5r6dd5 179 97 Infected infect VBN cord-223212-5j5r6dd5 179 98 Pneumonia pneumonia NN cord-223212-5j5r6dd5 180 1 Substantial substantial JJ cord-223212-5j5r6dd5 180 2 undocumented undocumented JJ cord-223212-5j5r6dd5 180 3 infection infection NN cord-223212-5j5r6dd5 180 4 facilitates facilitate VBZ cord-223212-5j5r6dd5 180 5 the the DT cord-223212-5j5r6dd5 180 6 rapid rapid JJ cord-223212-5j5r6dd5 180 7 dissemination dissemination NN cord-223212-5j5r6dd5 180 8 of of IN cord-223212-5j5r6dd5 180 9 novel novel JJ cord-223212-5j5r6dd5 180 10 coronavirus coronavirus NN cord-223212-5j5r6dd5 180 11 ( ( -LRB- cord-223212-5j5r6dd5 180 12 SARS SARS NNP cord-223212-5j5r6dd5 180 13 - - HYPH cord-223212-5j5r6dd5 180 14 CoV2 CoV2 NNP cord-223212-5j5r6dd5 180 15 ) ) -RRB- cord-223212-5j5r6dd5 180 16 Equation equation NN cord-223212-5j5r6dd5 180 17 of of IN cord-223212-5j5r6dd5 180 18 state state NN cord-223212-5j5r6dd5 180 19 calculations calculation NNS cord-223212-5j5r6dd5 180 20 by by IN cord-223212-5j5r6dd5 180 21 fast fast JJ cord-223212-5j5r6dd5 180 22 computing computing NN cord-223212-5j5r6dd5 180 23 machines machine NNS cord-223212-5j5r6dd5 180 24 Estimates estimate NNS cord-223212-5j5r6dd5 180 25 of of IN cord-223212-5j5r6dd5 180 26 the the DT cord-223212-5j5r6dd5 180 27 severity severity NN cord-223212-5j5r6dd5 180 28 of of IN cord-223212-5j5r6dd5 180 29 coronavirus coronavirus NN cord-223212-5j5r6dd5 180 30 disease disease NN cord-223212-5j5r6dd5 180 31 2019 2019 CD cord-223212-5j5r6dd5 180 32 : : : cord-223212-5j5r6dd5 180 33 a a DT cord-223212-5j5r6dd5 180 34 model model NN cord-223212-5j5r6dd5 180 35 - - HYPH cord-223212-5j5r6dd5 180 36 based base VBN cord-223212-5j5r6dd5 180 37 analysis analysis NN cord-223212-5j5r6dd5 180 38 The the DT cord-223212-5j5r6dd5 180 39 Lancet Lancet NNP cord-223212-5j5r6dd5 180 40 Infections Infections NNPS cord-223212-5j5r6dd5 180 41 Diseases disease NNS cord-223212-5j5r6dd5 180 42 Estimating estimate VBG cord-223212-5j5r6dd5 180 43 clinical clinical JJ cord-223212-5j5r6dd5 180 44 severity severity NN cord-223212-5j5r6dd5 180 45 of of IN cord-223212-5j5r6dd5 180 46 COVID-19 COVID-19 NNP cord-223212-5j5r6dd5 180 47 from from IN cord-223212-5j5r6dd5 180 48 the the DT cord-223212-5j5r6dd5 180 49 transmission transmission NN cord-223212-5j5r6dd5 180 50 dynamics dynamic NNS cord-223212-5j5r6dd5 180 51 in in IN cord-223212-5j5r6dd5 180 52 Wuhan Wuhan NNP cord-223212-5j5r6dd5 180 53 , , , cord-223212-5j5r6dd5 180 54 China China NNP