id sid tid token lemma pos cord-247554-535cpe5x 1 1 key key JJ cord-247554-535cpe5x 1 2 : : : cord-247554-535cpe5x 1 3 cord-247554 cord-247554 NNP cord-247554-535cpe5x 1 4 - - HYPH cord-247554-535cpe5x 1 5 535cpe5x 535cpe5x CD cord-247554-535cpe5x 1 6 authors author NNS cord-247554-535cpe5x 1 7 : : : cord-247554-535cpe5x 1 8 Moustakas Moustakas NNP cord-247554-535cpe5x 1 9 , , , cord-247554-535cpe5x 1 10 Aristides Aristides NNP cord-247554-535cpe5x 1 11 title title NN cord-247554-535cpe5x 1 12 : : : cord-247554-535cpe5x 2 1 Ranking rank VBG cord-247554-535cpe5x 2 2 the the DT cord-247554-535cpe5x 2 3 explanatory explanatory JJ cord-247554-535cpe5x 2 4 power power NN cord-247554-535cpe5x 2 5 of of IN cord-247554-535cpe5x 2 6 factors factor NNS cord-247554-535cpe5x 2 7 associated associate VBN cord-247554-535cpe5x 2 8 with with IN cord-247554-535cpe5x 2 9 worldwide worldwide JJ cord-247554-535cpe5x 2 10 new new JJ cord-247554-535cpe5x 2 11 Covid-19 covid-19 NN cord-247554-535cpe5x 2 12 cases case NNS cord-247554-535cpe5x 2 13 date date NN cord-247554-535cpe5x 2 14 : : : cord-247554-535cpe5x 2 15 2020 2020 CD cord-247554-535cpe5x 2 16 - - HYPH cord-247554-535cpe5x 2 17 05 05 CD cord-247554-535cpe5x 2 18 - - HYPH cord-247554-535cpe5x 2 19 29 29 CD cord-247554-535cpe5x 2 20 journal journal NN cord-247554-535cpe5x 2 21 : : : cord-247554-535cpe5x 2 22 nan nan NNP cord-247554-535cpe5x 2 23 DOI DOI NNP cord-247554-535cpe5x 2 24 : : : cord-247554-535cpe5x 2 25 nan nan NNP cord-247554-535cpe5x 2 26 sha sha NNP cord-247554-535cpe5x 2 27 : : : cord-247554-535cpe5x 2 28 efdc2c9aed318ad009d6b6f804f3fb4f9c9303c5 efdc2c9aed318ad009d6b6f804f3fb4f9c9303c5 NFP cord-247554-535cpe5x 2 29 doc_id doc_id CD cord-247554-535cpe5x 2 30 : : : cord-247554-535cpe5x 2 31 247554 247554 CD cord-247554-535cpe5x 2 32 cord_uid cord_uid NNS cord-247554-535cpe5x 2 33 : : : cord-247554-535cpe5x 2 34 535cpe5x 535cpe5x . cord-247554-535cpe5x 3 1 Disease Disease NNP cord-247554-535cpe5x 3 2 spread spread NN cord-247554-535cpe5x 3 3 is be VBZ cord-247554-535cpe5x 3 4 a a DT cord-247554-535cpe5x 3 5 complex complex JJ cord-247554-535cpe5x 3 6 phenomenon phenomenon NN cord-247554-535cpe5x 3 7 requiring require VBG cord-247554-535cpe5x 3 8 an an DT cord-247554-535cpe5x 3 9 interdisciplinary interdisciplinary JJ cord-247554-535cpe5x 3 10 approach approach NN cord-247554-535cpe5x 3 11 . . . cord-247554-535cpe5x 4 1 Covid-19 Covid-19 NNP cord-247554-535cpe5x 4 2 exhibited exhibit VBD cord-247554-535cpe5x 4 3 a a DT cord-247554-535cpe5x 4 4 global global JJ cord-247554-535cpe5x 4 5 spatial spatial JJ cord-247554-535cpe5x 4 6 spread spread NN cord-247554-535cpe5x 4 7 in in IN cord-247554-535cpe5x 4 8 a a DT cord-247554-535cpe5x 4 9 very very RB cord-247554-535cpe5x 4 10 short short JJ cord-247554-535cpe5x 4 11 time time NN cord-247554-535cpe5x 4 12 frame frame NN cord-247554-535cpe5x 4 13 resulting result VBG cord-247554-535cpe5x 4 14 in in IN cord-247554-535cpe5x 4 15 a a DT cord-247554-535cpe5x 4 16 global global JJ cord-247554-535cpe5x 4 17 pandemic pandemic NN cord-247554-535cpe5x 4 18 . . . cord-247554-535cpe5x 5 1 Data datum NNS cord-247554-535cpe5x 5 2 of of IN cord-247554-535cpe5x 5 3 new new JJ cord-247554-535cpe5x 5 4 Covid-19 covid-19 JJ cord-247554-535cpe5x 5 5 cases case NNS cord-247554-535cpe5x 5 6 per per IN cord-247554-535cpe5x 5 7 million million CD cord-247554-535cpe5x 5 8 were be VBD cord-247554-535cpe5x 5 9 analysed analyse VBN cord-247554-535cpe5x 5 10 worldwide worldwide RB cord-247554-535cpe5x 5 11 at at IN cord-247554-535cpe5x 5 12 the the DT cord-247554-535cpe5x 5 13 spatial spatial JJ cord-247554-535cpe5x 5 14 scale scale NN cord-247554-535cpe5x 5 15 of of IN cord-247554-535cpe5x 5 16 a a DT cord-247554-535cpe5x 5 17 country country NN cord-247554-535cpe5x 5 18 and and CC cord-247554-535cpe5x 5 19 time time NN cord-247554-535cpe5x 5 20 replicated replicate VBN cord-247554-535cpe5x 5 21 from from IN cord-247554-535cpe5x 5 22 the the DT cord-247554-535cpe5x 5 23 end end NN cord-247554-535cpe5x 5 24 of of IN cord-247554-535cpe5x 5 25 December December NNP cord-247554-535cpe5x 5 26 2019 2019 CD cord-247554-535cpe5x 5 27 to to IN cord-247554-535cpe5x 5 28 late late JJ cord-247554-535cpe5x 5 29 May May NNP cord-247554-535cpe5x 5 30 2020 2020 CD cord-247554-535cpe5x 5 31 . . . cord-247554-535cpe5x 6 1 Data datum NNS cord-247554-535cpe5x 6 2 driven drive VBD cord-247554-535cpe5x 6 3 analysis analysis NN cord-247554-535cpe5x 6 4 of of IN cord-247554-535cpe5x 6 5 epidemiological epidemiological JJ cord-247554-535cpe5x 6 6 , , , cord-247554-535cpe5x 6 7 economic economic JJ cord-247554-535cpe5x 6 8 , , , cord-247554-535cpe5x 6 9 public public JJ cord-247554-535cpe5x 6 10 health health NN cord-247554-535cpe5x 6 11 , , , cord-247554-535cpe5x 6 12 and and CC cord-247554-535cpe5x 6 13 governmental governmental JJ cord-247554-535cpe5x 6 14 intervention intervention NN cord-247554-535cpe5x 6 15 variables variable NNS cord-247554-535cpe5x 6 16 was be VBD cord-247554-535cpe5x 6 17 performed perform VBN cord-247554-535cpe5x 6 18 in in IN cord-247554-535cpe5x 6 19 order order NN cord-247554-535cpe5x 6 20 to to TO cord-247554-535cpe5x 6 21 select select VB cord-247554-535cpe5x 6 22 the the DT cord-247554-535cpe5x 6 23 optimal optimal JJ cord-247554-535cpe5x 6 24 variables variable NNS cord-247554-535cpe5x 6 25 in in IN cord-247554-535cpe5x 6 26 explaining explain VBG cord-247554-535cpe5x 6 27 new new JJ cord-247554-535cpe5x 6 28 Covid-19 covid-19 JJ cord-247554-535cpe5x 6 29 cases case NNS cord-247554-535cpe5x 6 30 across across IN cord-247554-535cpe5x 6 31 all all DT cord-247554-535cpe5x 6 32 countries country NNS cord-247554-535cpe5x 6 33 in in IN cord-247554-535cpe5x 6 34 time time NN cord-247554-535cpe5x 6 35 . . . cord-247554-535cpe5x 7 1 Sequentially sequentially RB cord-247554-535cpe5x 7 2 , , , cord-247554-535cpe5x 7 3 hierarchical hierarchical JJ cord-247554-535cpe5x 7 4 variance variance NN cord-247554-535cpe5x 7 5 partitioning partitioning NN cord-247554-535cpe5x 7 6 of of IN cord-247554-535cpe5x 7 7 the the DT cord-247554-535cpe5x 7 8 optimal optimal JJ cord-247554-535cpe5x 7 9 variables variable NNS cord-247554-535cpe5x 7 10 was be VBD cord-247554-535cpe5x 7 11 performed perform VBN cord-247554-535cpe5x 7 12 in in IN cord-247554-535cpe5x 7 13 order order NN cord-247554-535cpe5x 7 14 to to TO cord-247554-535cpe5x 7 15 quantify quantify VB cord-247554-535cpe5x 7 16 the the DT cord-247554-535cpe5x 7 17 independent independent JJ cord-247554-535cpe5x 7 18 contribution contribution NN cord-247554-535cpe5x 7 19 of of IN cord-247554-535cpe5x 7 20 each each DT cord-247554-535cpe5x 7 21 variable variable NN cord-247554-535cpe5x 7 22 in in IN cord-247554-535cpe5x 7 23 the the DT cord-247554-535cpe5x 7 24 total total JJ cord-247554-535cpe5x 7 25 variance variance NN cord-247554-535cpe5x 7 26 of of IN cord-247554-535cpe5x 7 27 new new JJ cord-247554-535cpe5x 7 28 Covid-19 covid-19 JJ cord-247554-535cpe5x 7 29 cases case NNS cord-247554-535cpe5x 7 30 per per IN cord-247554-535cpe5x 7 31 million million CD cord-247554-535cpe5x 7 32 . . . cord-247554-535cpe5x 8 1 Results result NNS cord-247554-535cpe5x 8 2 indicated indicate VBD cord-247554-535cpe5x 8 3 that that IN cord-247554-535cpe5x 8 4 from from IN cord-247554-535cpe5x 8 5 the the DT cord-247554-535cpe5x 8 6 variables variable NNS cord-247554-535cpe5x 8 7 available available JJ cord-247554-535cpe5x 8 8 new new JJ cord-247554-535cpe5x 8 9 tests test NNS cord-247554-535cpe5x 8 10 per per IN cord-247554-535cpe5x 8 11 thousand thousand CD cord-247554-535cpe5x 8 12 explained explain VBD cord-247554-535cpe5x 8 13 the the DT cord-247554-535cpe5x 8 14 vast vast JJ cord-247554-535cpe5x 8 15 majority majority NN cord-247554-535cpe5x 8 16 of of IN cord-247554-535cpe5x 8 17 the the DT cord-247554-535cpe5x 8 18 total total JJ cord-247554-535cpe5x 8 19 variance variance NN cord-247554-535cpe5x 8 20 in in IN cord-247554-535cpe5x 8 21 new new JJ cord-247554-535cpe5x 8 22 cases case NNS cord-247554-535cpe5x 8 23 ( ( -LRB- cord-247554-535cpe5x 8 24 51.6 51.6 CD cord-247554-535cpe5x 8 25 % % NN cord-247554-535cpe5x 8 26 ) ) -RRB- cord-247554-535cpe5x 8 27 followed follow VBN cord-247554-535cpe5x 8 28 by by IN cord-247554-535cpe5x 8 29 the the DT cord-247554-535cpe5x 8 30 governmental governmental JJ cord-247554-535cpe5x 8 31 stringency stringency NN cord-247554-535cpe5x 8 32 index index NN cord-247554-535cpe5x 8 33 ( ( -LRB- cord-247554-535cpe5x 8 34 15.2 15.2 CD cord-247554-535cpe5x 8 35 % % NN cord-247554-535cpe5x 8 36 ) ) -RRB- cord-247554-535cpe5x 8 37 . . . cord-247554-535cpe5x 9 1 Availability availability NN cord-247554-535cpe5x 9 2 of of IN cord-247554-535cpe5x 9 3 hospital hospital NN cord-247554-535cpe5x 9 4 beds bed NNS cord-247554-535cpe5x 9 5 per per IN cord-247554-535cpe5x 9 6 100k 100k CD cord-247554-535cpe5x 9 7 inhabitants inhabitant NNS cord-247554-535cpe5x 9 8 explained explain VBD cord-247554-535cpe5x 9 9 9 9 CD cord-247554-535cpe5x 9 10 % % NN cord-247554-535cpe5x 9 11 extreme extreme JJ cord-247554-535cpe5x 9 12 poverty poverty NN cord-247554-535cpe5x 9 13 explained explain VBD cord-247554-535cpe5x 9 14 8.8 8.8 CD cord-247554-535cpe5x 9 15 % % NN cord-247554-535cpe5x 9 16 , , , cord-247554-535cpe5x 9 17 hand hand NN cord-247554-535cpe5x 9 18 washing washing NN cord-247554-535cpe5x 9 19 facilities facility NNS cord-247554-535cpe5x 9 20 5.3 5.3 CD cord-247554-535cpe5x 9 21 % % NN cord-247554-535cpe5x 9 22 , , , cord-247554-535cpe5x 9 23 the the DT cord-247554-535cpe5x 9 24 fraction fraction NN cord-247554-535cpe5x 9 25 of of IN cord-247554-535cpe5x 9 26 the the DT cord-247554-535cpe5x 9 27 population population NN cord-247554-535cpe5x 9 28 aged age VBN cord-247554-535cpe5x 9 29 65 65 CD cord-247554-535cpe5x 9 30 or or CC cord-247554-535cpe5x 9 31 older old JJR cord-247554-535cpe5x 9 32 explained explain VBD cord-247554-535cpe5x 9 33 3.9 3.9 CD cord-247554-535cpe5x 9 34 % % NN cord-247554-535cpe5x 9 35 , , , cord-247554-535cpe5x 9 36 and and CC cord-247554-535cpe5x 9 37 other other JJ cord-247554-535cpe5x 9 38 disease disease NN cord-247554-535cpe5x 9 39 prevalence prevalence NN cord-247554-535cpe5x 9 40 ( ( -LRB- cord-247554-535cpe5x 9 41 cardiovascular cardiovascular JJ cord-247554-535cpe5x 9 42 diseases disease NNS cord-247554-535cpe5x 9 43 plus plus CC cord-247554-535cpe5x 9 44 diabetes diabetes NN cord-247554-535cpe5x 9 45 ) ) -RRB- cord-247554-535cpe5x 9 46 explained explain VBD cord-247554-535cpe5x 9 47 2.9 2.9 CD cord-247554-535cpe5x 9 48 % % NN cord-247554-535cpe5x 9 49 . . . cord-247554-535cpe5x 10 1 The the DT cord-247554-535cpe5x 10 2 percentage percentage NN cord-247554-535cpe5x 10 3 of of IN cord-247554-535cpe5x 10 4 smokers smoker NNS cord-247554-535cpe5x 10 5 within within IN cord-247554-535cpe5x 10 6 the the DT cord-247554-535cpe5x 10 7 population population NN cord-247554-535cpe5x 10 8 explained explain VBD cord-247554-535cpe5x 10 9 2.6 2.6 CD cord-247554-535cpe5x 10 10 % % NN cord-247554-535cpe5x 10 11 of of IN cord-247554-535cpe5x 10 12 the the DT cord-247554-535cpe5x 10 13 total total JJ cord-247554-535cpe5x 10 14 variance variance NN cord-247554-535cpe5x 10 15 , , , cord-247554-535cpe5x 10 16 while while IN cord-247554-535cpe5x 10 17 population population NN cord-247554-535cpe5x 10 18 density density NN cord-247554-535cpe5x 10 19 explained explain VBD cord-247554-535cpe5x 10 20 0.6 0.6 CD cord-247554-535cpe5x 10 21 % % NN cord-247554-535cpe5x 10 22 . . . cord-247554-535cpe5x 11 1 Patterns pattern NNS cord-247554-535cpe5x 11 2 of of IN cord-247554-535cpe5x 11 3 infectious infectious JJ cord-247554-535cpe5x 11 4 diseases disease NNS cord-247554-535cpe5x 11 5 across across IN cord-247554-535cpe5x 11 6 spatial spatial JJ cord-247554-535cpe5x 11 7 and and CC cord-247554-535cpe5x 11 8 temporal temporal JJ cord-247554-535cpe5x 11 9 scales scale NNS cord-247554-535cpe5x 11 10 are be VBP cord-247554-535cpe5x 11 11 fundamental fundamental JJ cord-247554-535cpe5x 11 12 for for IN cord-247554-535cpe5x 11 13 understanding understand VBG cord-247554-535cpe5x 11 14 their -PRON- PRP$ cord-247554-535cpe5x 11 15 dynamics dynamic NNS cord-247554-535cpe5x 11 16 and and CC cord-247554-535cpe5x 11 17 for for IN cord-247554-535cpe5x 11 18 designing design VBG cord-247554-535cpe5x 11 19 eradication eradication NN cord-247554-535cpe5x 11 20 strategies strategy NNS cord-247554-535cpe5x 11 21 [ [ -LRB- cord-247554-535cpe5x 11 22 1 1 CD cord-247554-535cpe5x 11 23 , , , cord-247554-535cpe5x 11 24 2 2 CD cord-247554-535cpe5x 11 25 ] ] -RRB- cord-247554-535cpe5x 11 26 . . . cord-247554-535cpe5x 12 1 Disease Disease NNP cord-247554-535cpe5x 12 2 spread spread NN cord-247554-535cpe5x 12 3 is be VBZ cord-247554-535cpe5x 12 4 a a DT cord-247554-535cpe5x 12 5 complex complex JJ cord-247554-535cpe5x 12 6 phenomenon phenomenon NN cord-247554-535cpe5x 12 7 and and CC cord-247554-535cpe5x 12 8 requires require VBZ cord-247554-535cpe5x 12 9 an an DT cord-247554-535cpe5x 12 10 interdisciplinary interdisciplinary JJ cord-247554-535cpe5x 12 11 approach approach NN cord-247554-535cpe5x 12 12 spanning span VBG cord-247554-535cpe5x 12 13 from from IN cord-247554-535cpe5x 12 14 medicine medicine NN cord-247554-535cpe5x 12 15 to to IN cord-247554-535cpe5x 12 16 statistics statistic NNS cord-247554-535cpe5x 12 17 and and CC cord-247554-535cpe5x 12 18 social social JJ cord-247554-535cpe5x 12 19 sciences sciences NNPS cord-247554-535cpe5x 12 20 [ [ -LRB- cord-247554-535cpe5x 12 21 3 3 CD cord-247554-535cpe5x 12 22 ] ] -RRB- cord-247554-535cpe5x 12 23 . . . cord-247554-535cpe5x 13 1 Covid-19 Covid-19 NNP cord-247554-535cpe5x 13 2 exhibited exhibit VBD cord-247554-535cpe5x 13 3 a a DT cord-247554-535cpe5x 13 4 global global JJ cord-247554-535cpe5x 13 5 spatial spatial JJ cord-247554-535cpe5x 13 6 spread spread NN cord-247554-535cpe5x 13 7 in in IN cord-247554-535cpe5x 13 8 a a DT cord-247554-535cpe5x 13 9 relatively relatively RB cord-247554-535cpe5x 13 10 very very RB cord-247554-535cpe5x 13 11 short short JJ cord-247554-535cpe5x 13 12 time time NN cord-247554-535cpe5x 13 13 frame frame NN cord-247554-535cpe5x 13 14 resulting result VBG cord-247554-535cpe5x 13 15 in in IN cord-247554-535cpe5x 13 16 being be VBG cord-247554-535cpe5x 13 17 characterized characterize VBN cord-247554-535cpe5x 13 18 as as IN cord-247554-535cpe5x 13 19 a a DT cord-247554-535cpe5x 13 20 pandemic pandemic NN cord-247554-535cpe5x 13 21 by by IN cord-247554-535cpe5x 13 22 the the DT cord-247554-535cpe5x 13 23 World World NNP cord-247554-535cpe5x 13 24 Health Health NNP cord-247554-535cpe5x 13 25 Organisation Organisation NNP cord-247554-535cpe5x 13 26 [ [ -LRB- cord-247554-535cpe5x 13 27 4 4 CD cord-247554-535cpe5x 13 28 ] ] -RRB- cord-247554-535cpe5x 13 29 . . . cord-247554-535cpe5x 14 1 To to IN cord-247554-535cpe5x 14 2 date date NN cord-247554-535cpe5x 14 3 there there EX cord-247554-535cpe5x 14 4 is be VBZ cord-247554-535cpe5x 14 5 no no DT cord-247554-535cpe5x 14 6 known know VBN cord-247554-535cpe5x 14 7 anti anti JJ cord-247554-535cpe5x 14 8 - - JJ cord-247554-535cpe5x 14 9 viral viral JJ cord-247554-535cpe5x 14 10 treatment treatment NN cord-247554-535cpe5x 14 11 or or CC cord-247554-535cpe5x 14 12 vaccine vaccine NN cord-247554-535cpe5x 14 13 against against IN cord-247554-535cpe5x 14 14 Covid-19 Covid-19 NNP cord-247554-535cpe5x 14 15 [ [ -LRB- cord-247554-535cpe5x 14 16 5 5 CD cord-247554-535cpe5x 14 17 ] ] -RRB- cord-247554-535cpe5x 14 18 . . . cord-247554-535cpe5x 15 1 Therefore therefore RB cord-247554-535cpe5x 15 2 the the DT cord-247554-535cpe5x 15 3 available available JJ cord-247554-535cpe5x 15 4 options option NNS cord-247554-535cpe5x 15 5 against against IN cord-247554-535cpe5x 15 6 the the DT cord-247554-535cpe5x 15 7 virus virus NN cord-247554-535cpe5x 15 8 are be VBP cord-247554-535cpe5x 15 9 the the DT cord-247554-535cpe5x 15 10 characteristics characteristic NNS cord-247554-535cpe5x 15 11 of of IN cord-247554-535cpe5x 15 12 the the DT cord-247554-535cpe5x 15 13 immune immune JJ cord-247554-535cpe5x 15 14 system system NN cord-247554-535cpe5x 15 15 and and CC cord-247554-535cpe5x 15 16 health health NN cord-247554-535cpe5x 15 17 status status NN cord-247554-535cpe5x 15 18 of of IN cord-247554-535cpe5x 15 19 each each DT cord-247554-535cpe5x 15 20 individual individual NN cord-247554-535cpe5x 15 21 , , , cord-247554-535cpe5x 15 22 the the DT cord-247554-535cpe5x 15 23 health health NN cord-247554-535cpe5x 15 24 system system NN cord-247554-535cpe5x 15 25 of of IN cord-247554-535cpe5x 15 26 the the DT cord-247554-535cpe5x 15 27 country country NN cord-247554-535cpe5x 15 28 that that WDT cord-247554-535cpe5x 15 29 the the DT cord-247554-535cpe5x 15 30 individual individual NN cord-247554-535cpe5x 15 31 has have VBZ cord-247554-535cpe5x 15 32 access access NN cord-247554-535cpe5x 15 33 to to IN cord-247554-535cpe5x 15 34 , , , cord-247554-535cpe5x 15 35 the the DT cord-247554-535cpe5x 15 36 social social JJ cord-247554-535cpe5x 15 37 behaviour behaviour NN cord-247554-535cpe5x 15 38 of of IN cord-247554-535cpe5x 15 39 the the DT cord-247554-535cpe5x 15 40 other other JJ cord-247554-535cpe5x 15 41 individuals individual NNS cord-247554-535cpe5x 15 42 forming form VBG cord-247554-535cpe5x 15 43 the the DT cord-247554-535cpe5x 15 44 society society NN cord-247554-535cpe5x 15 45 , , , cord-247554-535cpe5x 15 46 public public JJ cord-247554-535cpe5x 15 47 interventions intervention NNS cord-247554-535cpe5x 15 48 of of IN cord-247554-535cpe5x 15 49 movement movement NN cord-247554-535cpe5x 15 50 or or CC cord-247554-535cpe5x 15 51 public public JJ cord-247554-535cpe5x 15 52 campaigns campaign NNS cord-247554-535cpe5x 15 53 , , , cord-247554-535cpe5x 15 54 and and CC cord-247554-535cpe5x 15 55 testing test VBG cord-247554-535cpe5x 15 56 [ [ -LRB- cord-247554-535cpe5x 15 57 6 6 CD cord-247554-535cpe5x 15 58 ] ] -RRB- cord-247554-535cpe5x 15 59 [ [ -LRB- cord-247554-535cpe5x 15 60 7 7 CD cord-247554-535cpe5x 15 61 ] ] -RRB- cord-247554-535cpe5x 15 62 [ [ -LRB- cord-247554-535cpe5x 15 63 8 8 CD cord-247554-535cpe5x 15 64 ] ] -RRB- cord-247554-535cpe5x 15 65 . . . cord-247554-535cpe5x 16 1 Thus thus RB cord-247554-535cpe5x 16 2 , , , cord-247554-535cpe5x 16 3 there there EX cord-247554-535cpe5x 16 4 are be VBP cord-247554-535cpe5x 16 5 relatively relatively RB cord-247554-535cpe5x 16 6 few few JJ cord-247554-535cpe5x 16 7 options option NNS cord-247554-535cpe5x 16 8 to to TO cord-247554-535cpe5x 16 9 be be VB cord-247554-535cpe5x 16 10 employed employ VBN cord-247554-535cpe5x 16 11 in in IN cord-247554-535cpe5x 16 12 order order NN cord-247554-535cpe5x 16 13 to to TO cord-247554-535cpe5x 16 14 diminish diminish VB cord-247554-535cpe5x 16 15 the the DT cord-247554-535cpe5x 16 16 spread spread NN cord-247554-535cpe5x 16 17 of of IN cord-247554-535cpe5x 16 18 the the DT cord-247554-535cpe5x 16 19 disease disease NN cord-247554-535cpe5x 16 20 . . . cord-247554-535cpe5x 17 1 This this DT cord-247554-535cpe5x 17 2 scarcity scarcity NN cord-247554-535cpe5x 17 3 of of IN cord-247554-535cpe5x 17 4 options option NNS cord-247554-535cpe5x 17 5 makes make VBZ cord-247554-535cpe5x 17 6 quantifying quantify VBG cord-247554-535cpe5x 17 7 the the DT cord-247554-535cpe5x 17 8 factors factor NNS cord-247554-535cpe5x 17 9 associated associate VBN cord-247554-535cpe5x 17 10 with with IN cord-247554-535cpe5x 17 11 disease disease NN cord-247554-535cpe5x 17 12 spread spread VBD cord-247554-535cpe5x 17 13 more more RBR cord-247554-535cpe5x 17 14 important important JJ cord-247554-535cpe5x 17 15 and and CC cord-247554-535cpe5x 17 16 ranking rank VBG cord-247554-535cpe5x 17 17 the the DT cord-247554-535cpe5x 17 18 relative relative JJ cord-247554-535cpe5x 17 19 contribution contribution NN cord-247554-535cpe5x 17 20 of of IN cord-247554-535cpe5x 17 21 each each DT cord-247554-535cpe5x 17 22 factor factor NN cord-247554-535cpe5x 17 23 on on IN cord-247554-535cpe5x 17 24 Covid-19 covid-19 NN cord-247554-535cpe5x 17 25 spread spread NN cord-247554-535cpe5x 17 26 may may MD cord-247554-535cpe5x 17 27 facilitate facilitate VB cord-247554-535cpe5x 17 28 diminishing diminish VBG cord-247554-535cpe5x 17 29 it -PRON- PRP cord-247554-535cpe5x 17 30 [ [ -LRB- cord-247554-535cpe5x 17 31 9 9 CD cord-247554-535cpe5x 17 32 ] ] -RRB- cord-247554-535cpe5x 17 33 . . . cord-247554-535cpe5x 18 1 Analysis analysis NN cord-247554-535cpe5x 18 2 so so RB cord-247554-535cpe5x 18 3 far far RB cord-247554-535cpe5x 18 4 has have VBZ cord-247554-535cpe5x 18 5 often often RB cord-247554-535cpe5x 18 6 been be VBN cord-247554-535cpe5x 18 7 dominated dominate VBN cord-247554-535cpe5x 18 8 either either CC cord-247554-535cpe5x 18 9 on on IN cord-247554-535cpe5x 18 10 a a DT cord-247554-535cpe5x 18 11 one one CD cord-247554-535cpe5x 18 12 - - HYPH cord-247554-535cpe5x 18 13 at at IN cord-247554-535cpe5x 18 14 - - HYPH cord-247554-535cpe5x 18 15 a a DT cord-247554-535cpe5x 18 16 - - HYPH cord-247554-535cpe5x 18 17 time time NN cord-247554-535cpe5x 18 18 factor factor NN cord-247554-535cpe5x 18 19 analysis analysis NN cord-247554-535cpe5x 18 20 ( ( -LRB- cord-247554-535cpe5x 18 21 e.g. e.g. IN cord-247554-535cpe5x 18 22 new new JJ cord-247554-535cpe5x 18 23 cases case NNS cord-247554-535cpe5x 18 24 per per IN cord-247554-535cpe5x 18 25 testing testing NN cord-247554-535cpe5x 18 26 effort effort NN cord-247554-535cpe5x 18 27 or or CC cord-247554-535cpe5x 18 28 total total JJ cord-247554-535cpe5x 18 29 cases case NNS cord-247554-535cpe5x 18 30 per per IN cord-247554-535cpe5x 18 31 age age NN cord-247554-535cpe5x 18 32 structure structure NN cord-247554-535cpe5x 18 33 ) ) -RRB- cord-247554-535cpe5x 18 34 or or CC cord-247554-535cpe5x 18 35 on on IN cord-247554-535cpe5x 18 36 a a DT cord-247554-535cpe5x 18 37 country country NN cord-247554-535cpe5x 18 38 basis basis NN cord-247554-535cpe5x 18 39 analysis analysis NN cord-247554-535cpe5x 18 40 ( ( -LRB- cord-247554-535cpe5x 18 41 e.g e.g XX cord-247554-535cpe5x 18 42 doubling double VBG cord-247554-535cpe5x 18 43 time time NN cord-247554-535cpe5x 18 44 in in IN cord-247554-535cpe5x 18 45 one one CD cord-247554-535cpe5x 18 46 country country NN cord-247554-535cpe5x 18 47 in in IN cord-247554-535cpe5x 18 48 comparison comparison NN cord-247554-535cpe5x 18 49 to to IN cord-247554-535cpe5x 18 50 other other JJ cord-247554-535cpe5x 18 51 countries country NNS cord-247554-535cpe5x 18 52 ) ) -RRB- cord-247554-535cpe5x 18 53 . . . cord-247554-535cpe5x 19 1 While while IN cord-247554-535cpe5x 19 2 such such JJ cord-247554-535cpe5x 19 3 comparisons comparison NNS cord-247554-535cpe5x 19 4 are be VBP cord-247554-535cpe5x 19 5 straightforward straightforward JJ cord-247554-535cpe5x 19 6 and and CC cord-247554-535cpe5x 19 7 comprehensive comprehensive JJ cord-247554-535cpe5x 19 8 , , , cord-247554-535cpe5x 19 9 from from IN cord-247554-535cpe5x 19 10 a a DT cord-247554-535cpe5x 19 11 statistical statistical JJ cord-247554-535cpe5x 19 12 perspective perspective NN cord-247554-535cpe5x 19 13 they -PRON- PRP cord-247554-535cpe5x 19 14 are be VBP cord-247554-535cpe5x 19 15 examining examine VBG cord-247554-535cpe5x 19 16 one one CD cord-247554-535cpe5x 19 17 factor factor NN cord-247554-535cpe5x 19 18 at at IN cord-247554-535cpe5x 19 19 a a DT cord-247554-535cpe5x 19 20 time time NN cord-247554-535cpe5x 19 21 and and CC cord-247554-535cpe5x 19 22 masking mask VBG cord-247554-535cpe5x 19 23 underlying underlie VBG cord-247554-535cpe5x 19 24 characteristics characteristic NNS cord-247554-535cpe5x 19 25 within within IN cord-247554-535cpe5x 19 26 countries country NNS cord-247554-535cpe5x 19 27 under under IN cord-247554-535cpe5x 19 28 a a DT cord-247554-535cpe5x 19 29 variable variable NN cord-247554-535cpe5x 19 30 ' ' `` cord-247554-535cpe5x 19 31 Country country NN cord-247554-535cpe5x 19 32 ' ' '' cord-247554-535cpe5x 19 33 [ [ -LRB- cord-247554-535cpe5x 19 34 10 10 CD cord-247554-535cpe5x 19 35 ] ] -RRB- cord-247554-535cpe5x 19 36 . . . cord-247554-535cpe5x 20 1 This this DT cord-247554-535cpe5x 20 2 results result VBZ cord-247554-535cpe5x 20 3 in in IN cord-247554-535cpe5x 20 4 a a DT cord-247554-535cpe5x 20 5 hidden hidden JJ cord-247554-535cpe5x 20 6 burden burden NN cord-247554-535cpe5x 20 7 of of IN cord-247554-535cpe5x 20 8 the the DT cord-247554-535cpe5x 20 9 underlying underlying JJ cord-247554-535cpe5x 20 10 factors factor NNS cord-247554-535cpe5x 20 11 regarding regard VBG cord-247554-535cpe5x 20 12 disease disease NN cord-247554-535cpe5x 20 13 spread spread NN cord-247554-535cpe5x 20 14 and and CC cord-247554-535cpe5x 20 15 causality causality NN cord-247554-535cpe5x 20 16 is be VBZ cord-247554-535cpe5x 20 17 often often RB cord-247554-535cpe5x 20 18 discussed discuss VBN cord-247554-535cpe5x 20 19 in in IN cord-247554-535cpe5x 20 20 a a DT cord-247554-535cpe5x 20 21 speculative speculative JJ cord-247554-535cpe5x 20 22 manner manner NN cord-247554-535cpe5x 20 23 . . . cord-247554-535cpe5x 21 1 Admittedly admittedly RB cord-247554-535cpe5x 21 2 the the DT cord-247554-535cpe5x 21 3 problem problem NN cord-247554-535cpe5x 21 4 is be VBZ cord-247554-535cpe5x 21 5 complex complex JJ cord-247554-535cpe5x 21 6 due due IN cord-247554-535cpe5x 21 7 to to IN cord-247554-535cpe5x 21 8 the the DT cord-247554-535cpe5x 21 9 large large JJ cord-247554-535cpe5x 21 10 differences difference NNS cord-247554-535cpe5x 21 11 across across IN cord-247554-535cpe5x 21 12 the the DT cord-247554-535cpe5x 21 13 potential potential JJ cord-247554-535cpe5x 21 14 underlying underlying JJ cord-247554-535cpe5x 21 15 factors factor NNS cord-247554-535cpe5x 21 16 across across IN cord-247554-535cpe5x 21 17 countries country NNS cord-247554-535cpe5x 21 18 . . . cord-247554-535cpe5x 22 1 A a DT cord-247554-535cpe5x 22 2 small small JJ cord-247554-535cpe5x 22 3 variance variance NN cord-247554-535cpe5x 22 4 implies imply VBZ cord-247554-535cpe5x 22 5 that that IN cord-247554-535cpe5x 22 6 the the DT cord-247554-535cpe5x 22 7 mean mean NN cord-247554-535cpe5x 22 8 contains contain VBZ cord-247554-535cpe5x 22 9 virtually virtually RB cord-247554-535cpe5x 22 10 all all DT cord-247554-535cpe5x 22 11 of of IN cord-247554-535cpe5x 22 12 the the DT cord-247554-535cpe5x 22 13 information information NN cord-247554-535cpe5x 22 14 , , , cord-247554-535cpe5x 22 15 while while IN cord-247554-535cpe5x 22 16 a a DT cord-247554-535cpe5x 22 17 large large JJ cord-247554-535cpe5x 22 18 variance variance NN cord-247554-535cpe5x 22 19 implies imply VBZ cord-247554-535cpe5x 22 20 that that IN cord-247554-535cpe5x 22 21 more more JJR cord-247554-535cpe5x 22 22 information information NN cord-247554-535cpe5x 22 23 than than IN cord-247554-535cpe5x 22 24 the the DT cord-247554-535cpe5x 22 25 mean mean NN cord-247554-535cpe5x 22 26 is be VBZ cord-247554-535cpe5x 22 27 present present JJ cord-247554-535cpe5x 22 28 [ [ -LRB- cord-247554-535cpe5x 22 29 11 11 CD cord-247554-535cpe5x 22 30 ] ] -RRB- cord-247554-535cpe5x 22 31 . . . cord-247554-535cpe5x 23 1 When when WRB cord-247554-535cpe5x 23 2 examining examine VBG cord-247554-535cpe5x 23 3 several several JJ cord-247554-535cpe5x 23 4 countries country NNS cord-247554-535cpe5x 23 5 together together RB cord-247554-535cpe5x 23 6 and and CC cord-247554-535cpe5x 23 7 across across IN cord-247554-535cpe5x 23 8 time time NN cord-247554-535cpe5x 23 9 , , , cord-247554-535cpe5x 23 10 quantifying quantify VBG cord-247554-535cpe5x 23 11 the the DT cord-247554-535cpe5x 23 12 variance variance NN cord-247554-535cpe5x 23 13 may may MD cord-247554-535cpe5x 23 14 be be VB cord-247554-535cpe5x 23 15 more more RBR cord-247554-535cpe5x 23 16 informative informative JJ cord-247554-535cpe5x 23 17 than than IN cord-247554-535cpe5x 23 18 the the DT cord-247554-535cpe5x 23 19 mean mean JJ cord-247554-535cpe5x 23 20 [ [ -LRB- cord-247554-535cpe5x 23 21 12 12 CD cord-247554-535cpe5x 23 22 ] ] -RRB- cord-247554-535cpe5x 23 23 . . . cord-247554-535cpe5x 24 1 Variance variance NN cord-247554-535cpe5x 24 2 is be VBZ cord-247554-535cpe5x 24 3 introduced introduce VBN cord-247554-535cpe5x 24 4 both both CC cord-247554-535cpe5x 24 5 by by IN cord-247554-535cpe5x 24 6 space space NN cord-247554-535cpe5x 24 7 , , , cord-247554-535cpe5x 24 8 there there EX cord-247554-535cpe5x 24 9 are be VBP cord-247554-535cpe5x 24 10 large large JJ cord-247554-535cpe5x 24 11 e.g. e.g. IN cord-247554-535cpe5x 24 12 climatic climatic JJ cord-247554-535cpe5x 24 13 differences difference NNS cord-247554-535cpe5x 24 14 between between IN cord-247554-535cpe5x 24 15 locations location NNS cord-247554-535cpe5x 24 16 on on IN cord-247554-535cpe5x 24 17 the the DT cord-247554-535cpe5x 24 18 same same JJ cord-247554-535cpe5x 24 19 date date NN cord-247554-535cpe5x 24 20 , , , cord-247554-535cpe5x 24 21 as as RB cord-247554-535cpe5x 24 22 well well RB cord-247554-535cpe5x 24 23 as as IN cord-247554-535cpe5x 24 24 by by IN cord-247554-535cpe5x 24 25 temporal temporal JJ cord-247554-535cpe5x 24 26 e.g. e.g. RB cord-247554-535cpe5x 24 27 climatic climatic JJ cord-247554-535cpe5x 24 28 or or CC cord-247554-535cpe5x 24 29 behavioural behavioural JJ cord-247554-535cpe5x 24 30 changes change NNS cord-247554-535cpe5x 24 31 within within IN cord-247554-535cpe5x 24 32 locations location NNS cord-247554-535cpe5x 24 33 in in IN cord-247554-535cpe5x 24 34 seasons season NNS cord-247554-535cpe5x 24 35 [ [ -LRB- cord-247554-535cpe5x 24 36 13 13 CD cord-247554-535cpe5x 24 37 ] ] -RRB- cord-247554-535cpe5x 25 1 [ [ -LRB- cord-247554-535cpe5x 25 2 14 14 CD cord-247554-535cpe5x 25 3 ] ] -RRB- cord-247554-535cpe5x 25 4 [ [ -LRB- cord-247554-535cpe5x 25 5 15 15 CD cord-247554-535cpe5x 25 6 ] ] -RRB- cord-247554-535cpe5x 25 7 . . . cord-247554-535cpe5x 26 1 The the DT cord-247554-535cpe5x 26 2 potential potential JJ cord-247554-535cpe5x 26 3 effect effect NN cord-247554-535cpe5x 26 4 of of IN cord-247554-535cpe5x 26 5 economic economic JJ cord-247554-535cpe5x 26 6 , , , cord-247554-535cpe5x 26 7 epidemiological epidemiological JJ cord-247554-535cpe5x 26 8 and and CC cord-247554-535cpe5x 26 9 public public JJ cord-247554-535cpe5x 26 10 health health NN cord-247554-535cpe5x 26 11 , , , cord-247554-535cpe5x 26 12 or or CC cord-247554-535cpe5x 26 13 governmental governmental JJ cord-247554-535cpe5x 26 14 interventions intervention NNS cord-247554-535cpe5x 26 15 may may MD cord-247554-535cpe5x 26 16 become become VB cord-247554-535cpe5x 26 17 clearer clear JJR cord-247554-535cpe5x 26 18 when when WRB cord-247554-535cpe5x 26 19 the the DT cord-247554-535cpe5x 26 20 contribution contribution NN cord-247554-535cpe5x 26 21 of of IN cord-247554-535cpe5x 26 22 these these DT cord-247554-535cpe5x 26 23 factors factor NNS cord-247554-535cpe5x 26 24 into into IN cord-247554-535cpe5x 26 25 new new JJ cord-247554-535cpe5x 26 26 Covid-19 covid-19 NN cord-247554-535cpe5x 26 27 cases case NNS cord-247554-535cpe5x 26 28 are be VBP cord-247554-535cpe5x 26 29 analysed analyse VBN cord-247554-535cpe5x 26 30 accounting account VBG cord-247554-535cpe5x 26 31 for for IN cord-247554-535cpe5x 26 32 the the DT cord-247554-535cpe5x 26 33 fact fact NN cord-247554-535cpe5x 26 34 that that IN cord-247554-535cpe5x 26 35 they -PRON- PRP cord-247554-535cpe5x 26 36 derive derive VBP cord-247554-535cpe5x 26 37 from from IN cord-247554-535cpe5x 26 38 different different JJ cord-247554-535cpe5x 26 39 countries country NNS cord-247554-535cpe5x 26 40 as as RB cord-247554-535cpe5x 26 41 well well RB cord-247554-535cpe5x 26 42 as as IN cord-247554-535cpe5x 26 43 in in IN cord-247554-535cpe5x 26 44 different different JJ cord-247554-535cpe5x 26 45 time time NN cord-247554-535cpe5x 26 46 snapshots snapshot NNS cord-247554-535cpe5x 26 47 [ [ -LRB- cord-247554-535cpe5x 26 48 16 16 CD cord-247554-535cpe5x 26 49 ] ] -RRB- cord-247554-535cpe5x 26 50 but but CC cord-247554-535cpe5x 26 51 in in IN cord-247554-535cpe5x 26 52 a a DT cord-247554-535cpe5x 26 53 way way NN cord-247554-535cpe5x 26 54 that that WDT cord-247554-535cpe5x 26 55 the the DT cord-247554-535cpe5x 26 56 effect effect NN cord-247554-535cpe5x 26 57 of of IN cord-247554-535cpe5x 26 58 each each DT cord-247554-535cpe5x 26 59 factor factor NN cord-247554-535cpe5x 26 60 can can MD cord-247554-535cpe5x 26 61 be be VB cord-247554-535cpe5x 26 62 quantified quantify VBN cord-247554-535cpe5x 26 63 in in IN cord-247554-535cpe5x 26 64 conjunction conjunction NN cord-247554-535cpe5x 26 65 with with IN cord-247554-535cpe5x 26 66 the the DT cord-247554-535cpe5x 26 67 effects effect NNS cord-247554-535cpe5x 26 68 of of IN cord-247554-535cpe5x 26 69 other other JJ cord-247554-535cpe5x 26 70 factors factor NNS cord-247554-535cpe5x 26 71 . . . cord-247554-535cpe5x 27 1 To to IN cord-247554-535cpe5x 27 2 that that DT cord-247554-535cpe5x 27 3 end end NN cord-247554-535cpe5x 27 4 methods method NNS cord-247554-535cpe5x 27 5 that that WDT cord-247554-535cpe5x 27 6 can can MD cord-247554-535cpe5x 27 7 account account VB cord-247554-535cpe5x 27 8 for for IN cord-247554-535cpe5x 27 9 both both DT cord-247554-535cpe5x 27 10 spatial spatial JJ cord-247554-535cpe5x 27 11 and and CC cord-247554-535cpe5x 27 12 temporal temporal JJ cord-247554-535cpe5x 27 13 autocorrelation autocorrelation NN cord-247554-535cpe5x 27 14 [ [ -LRB- cord-247554-535cpe5x 27 15 17 17 CD cord-247554-535cpe5x 27 16 ] ] -RRB- cord-247554-535cpe5x 27 17 in in IN cord-247554-535cpe5x 27 18 the the DT cord-247554-535cpe5x 27 19 data datum NNS cord-247554-535cpe5x 27 20 of of IN cord-247554-535cpe5x 27 21 new new JJ cord-247554-535cpe5x 27 22 Covid-19 covid-19 JJ cord-247554-535cpe5x 27 23 cases case NNS cord-247554-535cpe5x 27 24 but but CC cord-247554-535cpe5x 27 25 can can MD cord-247554-535cpe5x 27 26 quantify quantify VB cord-247554-535cpe5x 27 27 the the DT cord-247554-535cpe5x 27 28 effect effect NN cord-247554-535cpe5x 27 29 of of IN cord-247554-535cpe5x 27 30 each each DT cord-247554-535cpe5x 27 31 epidemiological epidemiological JJ cord-247554-535cpe5x 27 32 , , , cord-247554-535cpe5x 27 33 economic economic JJ cord-247554-535cpe5x 27 34 , , , cord-247554-535cpe5x 27 35 public public JJ cord-247554-535cpe5x 27 36 health health NN cord-247554-535cpe5x 27 37 , , , cord-247554-535cpe5x 27 38 and and CC cord-247554-535cpe5x 27 39 governmental governmental JJ cord-247554-535cpe5x 27 40 intervention intervention NN cord-247554-535cpe5x 27 41 are be VBP cord-247554-535cpe5x 27 42 key key JJ cord-247554-535cpe5x 27 43 to to IN cord-247554-535cpe5x 27 44 our -PRON- PRP$ cord-247554-535cpe5x 27 45 understanding understanding NN cord-247554-535cpe5x 27 46 of of IN cord-247554-535cpe5x 27 47 how how WRB cord-247554-535cpe5x 27 48 the the DT cord-247554-535cpe5x 27 49 disease disease NN cord-247554-535cpe5x 27 50 spreads spread VBZ cord-247554-535cpe5x 27 51 in in IN cord-247554-535cpe5x 27 52 populations population NNS cord-247554-535cpe5x 27 53 worldwide worldwide RB cord-247554-535cpe5x 27 54 [ [ -LRB- cord-247554-535cpe5x 27 55 18 18 CD cord-247554-535cpe5x 27 56 , , , cord-247554-535cpe5x 27 57 19 19 CD cord-247554-535cpe5x 27 58 ] ] -RRB- cord-247554-535cpe5x 27 59 . . . cord-247554-535cpe5x 28 1 In in IN cord-247554-535cpe5x 28 2 this this DT cord-247554-535cpe5x 28 3 study study NN cord-247554-535cpe5x 28 4 spatio spatio JJ cord-247554-535cpe5x 28 5 - - HYPH cord-247554-535cpe5x 28 6 temporal temporal JJ cord-247554-535cpe5x 28 7 worldwide worldwide JJ cord-247554-535cpe5x 28 8 data datum NNS cord-247554-535cpe5x 28 9 of of IN cord-247554-535cpe5x 28 10 new new JJ cord-247554-535cpe5x 28 11 Covid-19 covid-19 JJ cord-247554-535cpe5x 28 12 cases case NNS cord-247554-535cpe5x 28 13 form form VBP cord-247554-535cpe5x 28 14 the the DT cord-247554-535cpe5x 28 15 " " `` cord-247554-535cpe5x 28 16 Our -PRON- PRP$ cord-247554-535cpe5x 28 17 world world NN cord-247554-535cpe5x 28 18 in in IN cord-247554-535cpe5x 28 19 data datum NNS cord-247554-535cpe5x 28 20 " " '' cord-247554-535cpe5x 28 21 database database NN cord-247554-535cpe5x 28 22 [ [ -LRB- cord-247554-535cpe5x 28 23 20 20 CD cord-247554-535cpe5x 28 24 ] ] -RRB- cord-247554-535cpe5x 28 25 were be VBD cord-247554-535cpe5x 28 26 analyzed analyze VBN cord-247554-535cpe5x 28 27 using use VBG cord-247554-535cpe5x 28 28 computational computational JJ cord-247554-535cpe5x 28 29 statistics statistic NNS cord-247554-535cpe5x 28 30 . . . cord-247554-535cpe5x 29 1 The the DT cord-247554-535cpe5x 29 2 spatial spatial JJ cord-247554-535cpe5x 29 3 replicate replicate NN cord-247554-535cpe5x 29 4 of of IN cord-247554-535cpe5x 29 5 the the DT cord-247554-535cpe5x 29 6 dataset dataset NN cord-247554-535cpe5x 29 7 included include VBN cord-247554-535cpe5x 29 8 over over IN cord-247554-535cpe5x 29 9 150 150 CD cord-247554-535cpe5x 29 10 countries country NNS cord-247554-535cpe5x 29 11 time time NN cord-247554-535cpe5x 29 12 replicated replicate VBN cord-247554-535cpe5x 29 13 for for IN cord-247554-535cpe5x 29 14 each each DT cord-247554-535cpe5x 29 15 country country NN cord-247554-535cpe5x 29 16 across across IN cord-247554-535cpe5x 29 17 a a DT cord-247554-535cpe5x 29 18 period period NN cord-247554-535cpe5x 29 19 of of IN cord-247554-535cpe5x 29 20 ≈five ≈five JJ cord-247554-535cpe5x 29 21 months month NNS cord-247554-535cpe5x 29 22 . . . cord-247554-535cpe5x 30 1 Data datum NNS cord-247554-535cpe5x 30 2 driven drive VBN cord-247554-535cpe5x 30 3 analysis analysis NN cord-247554-535cpe5x 30 4 was be VBD cord-247554-535cpe5x 30 5 performed perform VBN cord-247554-535cpe5x 30 6 in in IN cord-247554-535cpe5x 30 7 order order NN cord-247554-535cpe5x 30 8 to to TO cord-247554-535cpe5x 30 9 quantify quantify VB cord-247554-535cpe5x 30 10 the the DT cord-247554-535cpe5x 30 11 optimal optimal JJ cord-247554-535cpe5x 30 12 variables variable NNS cord-247554-535cpe5x 30 13 in in IN cord-247554-535cpe5x 30 14 cases case NNS cord-247554-535cpe5x 30 15 where where WRB cord-247554-535cpe5x 30 16 several several JJ cord-247554-535cpe5x 30 17 candidate candidate NN cord-247554-535cpe5x 30 18 variables variable NNS cord-247554-535cpe5x 30 19 were be VBD cord-247554-535cpe5x 30 20 available available JJ cord-247554-535cpe5x 30 21 . . . cord-247554-535cpe5x 31 1 During during IN cord-247554-535cpe5x 31 2 the the DT cord-247554-535cpe5x 31 3 data data NN cord-247554-535cpe5x 31 4 driven drive VBN cord-247554-535cpe5x 31 5 variable variable NN cord-247554-535cpe5x 31 6 selection selection NN cord-247554-535cpe5x 31 7 , , , cord-247554-535cpe5x 31 8 the the DT cord-247554-535cpe5x 31 9 fact fact NN cord-247554-535cpe5x 31 10 that that IN cord-247554-535cpe5x 31 11 data datum NNS cord-247554-535cpe5x 31 12 derived derive VBN cord-247554-535cpe5x 31 13 from from IN cord-247554-535cpe5x 31 14 different different JJ cord-247554-535cpe5x 31 15 countries country NNS cord-247554-535cpe5x 31 16 and and CC cord-247554-535cpe5x 31 17 were be VBD cord-247554-535cpe5x 31 18 time time NN cord-247554-535cpe5x 31 19 replicated replicate VBN cord-247554-535cpe5x 31 20 was be VBD cord-247554-535cpe5x 31 21 accounted account VBN cord-247554-535cpe5x 31 22 for for IN cord-247554-535cpe5x 31 23 by by IN cord-247554-535cpe5x 31 24 nesting nest VBG cord-247554-535cpe5x 31 25 the the DT cord-247554-535cpe5x 31 26 variance variance NN cord-247554-535cpe5x 31 27 of of IN cord-247554-535cpe5x 31 28 time time NN cord-247554-535cpe5x 31 29 within within IN cord-247554-535cpe5x 31 30 the the DT cord-247554-535cpe5x 31 31 variance variance NN cord-247554-535cpe5x 31 32 of of IN cord-247554-535cpe5x 31 33 country country NN cord-247554-535cpe5x 31 34 and and CC cord-247554-535cpe5x 31 35 treated treat VBN cord-247554-535cpe5x 31 36 as as IN cord-247554-535cpe5x 31 37 random random JJ cord-247554-535cpe5x 31 38 effects effect NNS cord-247554-535cpe5x 31 39 [ [ -LRB- cord-247554-535cpe5x 31 40 21 21 CD cord-247554-535cpe5x 31 41 , , , cord-247554-535cpe5x 31 42 22 22 CD cord-247554-535cpe5x 31 43 ] ] -RRB- cord-247554-535cpe5x 31 44 . . . cord-247554-535cpe5x 32 1 The the DT cord-247554-535cpe5x 32 2 percentage percentage NN cord-247554-535cpe5x 32 3 of of IN cord-247554-535cpe5x 32 4 the the DT cord-247554-535cpe5x 32 5 total total JJ cord-247554-535cpe5x 32 6 variance variance NN cord-247554-535cpe5x 32 7 explained explain VBN cord-247554-535cpe5x 32 8 by by IN cord-247554-535cpe5x 32 9 each each DT cord-247554-535cpe5x 32 10 epidemiological epidemiological JJ cord-247554-535cpe5x 32 11 , , , cord-247554-535cpe5x 32 12 economic economic JJ cord-247554-535cpe5x 32 13 , , , cord-247554-535cpe5x 32 14 public public JJ cord-247554-535cpe5x 32 15 health health NN cord-247554-535cpe5x 32 16 , , , cord-247554-535cpe5x 32 17 and and CC cord-247554-535cpe5x 32 18 governmental governmental JJ cord-247554-535cpe5x 32 19 intervention intervention NN cord-247554-535cpe5x 32 20 variables variable NNS cord-247554-535cpe5x 32 21 associated associate VBN cord-247554-535cpe5x 32 22 with with IN cord-247554-535cpe5x 32 23 Covid-19 covid-19 JJ cord-247554-535cpe5x 32 24 new new JJ cord-247554-535cpe5x 32 25 cases case NNS cord-247554-535cpe5x 32 26 was be VBD cord-247554-535cpe5x 32 27 quantified quantify VBN cord-247554-535cpe5x 32 28 using use VBG cord-247554-535cpe5x 32 29 hierarchical hierarchical JJ cord-247554-535cpe5x 32 30 variance variance NN cord-247554-535cpe5x 32 31 partitioning partitioning NN cord-247554-535cpe5x 32 32 [ [ -LRB- cord-247554-535cpe5x 32 33 23 23 CD cord-247554-535cpe5x 32 34 , , , cord-247554-535cpe5x 32 35 24 24 CD cord-247554-535cpe5x 32 36 ] ] -RRB- cord-247554-535cpe5x 32 37 thereby thereby RB cord-247554-535cpe5x 32 38 ranking rank VBG cord-247554-535cpe5x 32 39 the the DT cord-247554-535cpe5x 32 40 relative relative JJ cord-247554-535cpe5x 32 41 contribution contribution NN cord-247554-535cpe5x 32 42 of of IN cord-247554-535cpe5x 32 43 the the DT cord-247554-535cpe5x 32 44 variance variance NN cord-247554-535cpe5x 32 45 of of IN cord-247554-535cpe5x 32 46 each each DT cord-247554-535cpe5x 32 47 factor factor NN cord-247554-535cpe5x 32 48 on on IN cord-247554-535cpe5x 32 49 new new JJ cord-247554-535cpe5x 32 50 Covid-19 covid-19 NN cord-247554-535cpe5x 32 51 cases case NNS cord-247554-535cpe5x 32 52 worldwide worldwide RB cord-247554-535cpe5x 32 53 . . . cord-247554-535cpe5x 33 1 The the DT cord-247554-535cpe5x 33 2 objective objective NN cord-247554-535cpe5x 33 3 was be VBD cord-247554-535cpe5x 33 4 to to TO cord-247554-535cpe5x 33 5 quantify quantify VB cord-247554-535cpe5x 33 6 epidemiological epidemiological JJ cord-247554-535cpe5x 33 7 , , , cord-247554-535cpe5x 33 8 public public JJ cord-247554-535cpe5x 33 9 health health NN cord-247554-535cpe5x 33 10 , , , cord-247554-535cpe5x 33 11 economic economic JJ cord-247554-535cpe5x 33 12 , , , cord-247554-535cpe5x 33 13 and and CC cord-247554-535cpe5x 33 14 governmental governmental JJ cord-247554-535cpe5x 33 15 intervention intervention NN cord-247554-535cpe5x 33 16 factors factor NNS cord-247554-535cpe5x 33 17 associated associate VBN cord-247554-535cpe5x 33 18 with with IN cord-247554-535cpe5x 33 19 Covid-19 covid-19 NN cord-247554-535cpe5x 33 20 spread spread VBN cord-247554-535cpe5x 33 21 worldwide worldwide RB cord-247554-535cpe5x 33 22 . . . cord-247554-535cpe5x 34 1 New new JJ cord-247554-535cpe5x 34 2 Covid-19 covid-19 NN cord-247554-535cpe5x 34 3 cases case NNS cord-247554-535cpe5x 34 4 per per IN cord-247554-535cpe5x 34 5 million million CD cord-247554-535cpe5x 34 6 per per IN cord-247554-535cpe5x 34 7 country country NN cord-247554-535cpe5x 34 8 per per IN cord-247554-535cpe5x 34 9 time time NN cord-247554-535cpe5x 34 10 step step NN cord-247554-535cpe5x 34 11 were be VBD cord-247554-535cpe5x 34 12 used use VBN cord-247554-535cpe5x 34 13 a a DT cord-247554-535cpe5x 34 14 proxy proxy NN cord-247554-535cpe5x 34 15 of of IN cord-247554-535cpe5x 34 16 disease disease NN cord-247554-535cpe5x 34 17 spread spread NN cord-247554-535cpe5x 34 18 . . . cord-247554-535cpe5x 35 1 New new JJ cord-247554-535cpe5x 35 2 cases case NNS cord-247554-535cpe5x 35 3 per per IN cord-247554-535cpe5x 35 4 million million CD cord-247554-535cpe5x 35 5 in in IN cord-247554-535cpe5x 35 6 each each DT cord-247554-535cpe5x 35 7 country country NN cord-247554-535cpe5x 35 8 was be VBD cord-247554-535cpe5x 35 9 chosen choose VBN cord-247554-535cpe5x 35 10 instead instead RB cord-247554-535cpe5x 35 11 of of IN cord-247554-535cpe5x 35 12 new new JJ cord-247554-535cpe5x 35 13 cases case NNS cord-247554-535cpe5x 35 14 per per IN cord-247554-535cpe5x 35 15 country country NN cord-247554-535cpe5x 35 16 as as IN cord-247554-535cpe5x 35 17 this this DT cord-247554-535cpe5x 35 18 estimator estimator NN cord-247554-535cpe5x 35 19 is be VBZ cord-247554-535cpe5x 35 20 less less RBR cord-247554-535cpe5x 35 21 biased biased JJ cord-247554-535cpe5x 35 22 by by IN cord-247554-535cpe5x 35 23 the the DT cord-247554-535cpe5x 35 24 total total JJ cord-247554-535cpe5x 35 25 population population NN cord-247554-535cpe5x 35 26 of of IN cord-247554-535cpe5x 35 27 each each DT cord-247554-535cpe5x 35 28 country country NN cord-247554-535cpe5x 36 1 -countries -countrie NNS cord-247554-535cpe5x 36 2 with with IN cord-247554-535cpe5x 36 3 higher high JJR cord-247554-535cpe5x 36 4 populations population NNS cord-247554-535cpe5x 36 5 are be VBP cord-247554-535cpe5x 36 6 more more RBR cord-247554-535cpe5x 36 7 likely likely JJ cord-247554-535cpe5x 36 8 to to TO cord-247554-535cpe5x 36 9 produce produce VB cord-247554-535cpe5x 36 10 higher high JJR cord-247554-535cpe5x 36 11 new new JJ cord-247554-535cpe5x 36 12 cases case NNS cord-247554-535cpe5x 36 13 or or CC cord-247554-535cpe5x 36 14 total total NN cord-247554-535cpe5x 36 15 but but CC cord-247554-535cpe5x 36 16 the the DT cord-247554-535cpe5x 36 17 number number NN cord-247554-535cpe5x 36 18 may may MD cord-247554-535cpe5x 36 19 be be VB cord-247554-535cpe5x 36 20 relatively relatively RB cord-247554-535cpe5x 36 21 low low JJ cord-247554-535cpe5x 36 22 in in IN cord-247554-535cpe5x 36 23 comparison comparison NN cord-247554-535cpe5x 36 24 to to IN cord-247554-535cpe5x 36 25 the the DT cord-247554-535cpe5x 36 26 total total JJ cord-247554-535cpe5x 36 27 population population NN cord-247554-535cpe5x 36 28 pool pool NN cord-247554-535cpe5x 36 29 . . . cord-247554-535cpe5x 37 1 Data datum NNS cord-247554-535cpe5x 37 2 regarding regard VBG cord-247554-535cpe5x 37 3 new new JJ cord-247554-535cpe5x 37 4 Covid-19 covid-19 JJ cord-247554-535cpe5x 37 5 cases case NNS cord-247554-535cpe5x 37 6 per per IN cord-247554-535cpe5x 37 7 million million CD cord-247554-535cpe5x 37 8 from from IN cord-247554-535cpe5x 37 9 the the DT cord-247554-535cpe5x 37 10 " " `` cord-247554-535cpe5x 37 11 Our -PRON- PRP$ cord-247554-535cpe5x 37 12 world world NN cord-247554-535cpe5x 37 13 in in IN cord-247554-535cpe5x 37 14 data datum NNS cord-247554-535cpe5x 37 15 " " '' cord-247554-535cpe5x 37 16 database database NN cord-247554-535cpe5x 37 17 were be VBD cord-247554-535cpe5x 37 18 analyzed analyze VBN cord-247554-535cpe5x 37 19 . . . cord-247554-535cpe5x 38 1 The the DT cord-247554-535cpe5x 38 2 dataset dataset NN cord-247554-535cpe5x 38 3 was be VBD cord-247554-535cpe5x 38 4 last last RB cord-247554-535cpe5x 38 5 accessed access VBN cord-247554-535cpe5x 38 6 on on IN cord-247554-535cpe5x 38 7 25/05/2020 25/05/2020 CD cord-247554-535cpe5x 38 8 and and CC cord-247554-535cpe5x 38 9 the the DT cord-247554-535cpe5x 38 10 download download JJ cord-247554-535cpe5x 38 11 location location NN cord-247554-535cpe5x 38 12 is be VBZ cord-247554-535cpe5x 38 13 https://github.com/owid/covid-19data/tree/master/public/data https://github.com/owid/covid-19data/tree/master/public/data NNP cord-247554-535cpe5x 38 14 . . . cord-247554-535cpe5x 39 1 The the DT cord-247554-535cpe5x 39 2 data datum NNS cord-247554-535cpe5x 39 3 derive derive VBP cord-247554-535cpe5x 39 4 from from IN cord-247554-535cpe5x 39 5 the the DT cord-247554-535cpe5x 39 6 European European NNP cord-247554-535cpe5x 39 7 Centre Centre NNP cord-247554-535cpe5x 39 8 for for IN cord-247554-535cpe5x 39 9 Disease Disease NNP cord-247554-535cpe5x 39 10 Prevention Prevention NNP cord-247554-535cpe5x 39 11 and and CC cord-247554-535cpe5x 39 12 Control Control NNP cord-247554-535cpe5x 39 13 ( ( -LRB- cord-247554-535cpe5x 39 14 ECDC ECDC NNP cord-247554-535cpe5x 39 15 ) ) -RRB- cord-247554-535cpe5x 39 16 , , , cord-247554-535cpe5x 39 17 an an DT cord-247554-535cpe5x 39 18 EU EU NNP cord-247554-535cpe5x 39 19 agency agency NN cord-247554-535cpe5x 39 20 with with IN cord-247554-535cpe5x 39 21 the the DT cord-247554-535cpe5x 39 22 aim aim NN cord-247554-535cpe5x 39 23 to to TO cord-247554-535cpe5x 39 24 strengthen strengthen VB cord-247554-535cpe5x 39 25 Europe Europe NNP cord-247554-535cpe5x 39 26 's 's POS cord-247554-535cpe5x 39 27 defense defense NN cord-247554-535cpe5x 39 28 against against IN cord-247554-535cpe5x 39 29 infectious infectious JJ cord-247554-535cpe5x 39 30 diseases disease NNS cord-247554-535cpe5x 39 31 . . . cord-247554-535cpe5x 40 1 The the DT cord-247554-535cpe5x 40 2 ECDC ECDC NNP cord-247554-535cpe5x 40 3 collects collect VBZ cord-247554-535cpe5x 40 4 and and CC cord-247554-535cpe5x 40 5 aggregates aggregate NNS cord-247554-535cpe5x 40 6 data datum NNS cord-247554-535cpe5x 40 7 from from IN cord-247554-535cpe5x 40 8 countries country NNS cord-247554-535cpe5x 40 9 around around IN cord-247554-535cpe5x 40 10 the the DT cord-247554-535cpe5x 40 11 world world NN cord-247554-535cpe5x 40 12 . . . cord-247554-535cpe5x 41 1 The the DT cord-247554-535cpe5x 41 2 most most RBS cord-247554-535cpe5x 41 3 up up IN cord-247554-535cpe5x 41 4 - - HYPH cord-247554-535cpe5x 41 5 to to IN cord-247554-535cpe5x 41 6 - - HYPH cord-247554-535cpe5x 41 7 date date NN cord-247554-535cpe5x 41 8 data datum NNS cord-247554-535cpe5x 41 9 for for IN cord-247554-535cpe5x 41 10 any any DT cord-247554-535cpe5x 41 11 particular particular JJ cord-247554-535cpe5x 41 12 country country NN cord-247554-535cpe5x 41 13 is be VBZ cord-247554-535cpe5x 41 14 therefore therefore RB cord-247554-535cpe5x 41 15 typically typically RB cord-247554-535cpe5x 41 16 available available JJ cord-247554-535cpe5x 41 17 earlier early RBR cord-247554-535cpe5x 41 18 via via IN cord-247554-535cpe5x 41 19 the the DT cord-247554-535cpe5x 41 20 national national JJ cord-247554-535cpe5x 41 21 health health NN cord-247554-535cpe5x 41 22 agencies agency NNS cord-247554-535cpe5x 41 23 than than IN cord-247554-535cpe5x 41 24 via via IN cord-247554-535cpe5x 41 25 the the DT cord-247554-535cpe5x 41 26 ECDC ECDC NNP cord-247554-535cpe5x 41 27 . . . cord-247554-535cpe5x 42 1 This this DT cord-247554-535cpe5x 42 2 lag lag VBP cord-247554-535cpe5x 42 3 between between IN cord-247554-535cpe5x 42 4 nationally nationally RB cord-247554-535cpe5x 42 5 available available JJ cord-247554-535cpe5x 42 6 data datum NNS cord-247554-535cpe5x 42 7 and and CC cord-247554-535cpe5x 42 8 the the DT cord-247554-535cpe5x 42 9 ECDC ECDC NNP cord-247554-535cpe5x 42 10 data data NN cord-247554-535cpe5x 42 11 is be VBZ cord-247554-535cpe5x 42 12 not not RB cord-247554-535cpe5x 42 13 very very RB cord-247554-535cpe5x 42 14 long long JJ cord-247554-535cpe5x 42 15 as as IN cord-247554-535cpe5x 42 16 the the DT cord-247554-535cpe5x 42 17 ECDC ECDC NNP cord-247554-535cpe5x 42 18 publishes publish VBZ cord-247554-535cpe5x 42 19 new new JJ cord-247554-535cpe5x 42 20 data datum NNS cord-247554-535cpe5x 42 21 daily daily RB cord-247554-535cpe5x 42 22 ; ; : cord-247554-535cpe5x 42 23 typically typically RB cord-247554-535cpe5x 42 24 this this DT cord-247554-535cpe5x 42 25 time time NN cord-247554-535cpe5x 42 26 lag lag NN cord-247554-535cpe5x 42 27 is be VBZ cord-247554-535cpe5x 42 28 at at IN cord-247554-535cpe5x 42 29 the the DT cord-247554-535cpe5x 42 30 level level NN cord-247554-535cpe5x 42 31 of of IN cord-247554-535cpe5x 42 32 some some DT cord-247554-535cpe5x 42 33 hours hour NNS cord-247554-535cpe5x 42 34 and and CC cord-247554-535cpe5x 42 35 less less JJR cord-247554-535cpe5x 42 36 than than IN cord-247554-535cpe5x 42 37 a a DT cord-247554-535cpe5x 42 38 day day NN cord-247554-535cpe5x 42 39 . . . cord-247554-535cpe5x 43 1 The the DT cord-247554-535cpe5x 43 2 ECDC ECDC NNP cord-247554-535cpe5x 43 3 collects collect VBZ cord-247554-535cpe5x 43 4 compiles compile VBZ cord-247554-535cpe5x 43 5 and and CC cord-247554-535cpe5x 43 6 harmonizes harmonize VBZ cord-247554-535cpe5x 43 7 data datum NNS cord-247554-535cpe5x 43 8 from from IN cord-247554-535cpe5x 43 9 around around IN cord-247554-535cpe5x 43 10 the the DT cord-247554-535cpe5x 43 11 world world NN cord-247554-535cpe5x 43 12 in in IN cord-247554-535cpe5x 43 13 a a DT cord-247554-535cpe5x 43 14 consistent consistent JJ cord-247554-535cpe5x 43 15 way way NN cord-247554-535cpe5x 43 16 which which WDT cord-247554-535cpe5x 43 17 allows allow VBZ cord-247554-535cpe5x 43 18 us -PRON- PRP cord-247554-535cpe5x 43 19 to to TO cord-247554-535cpe5x 43 20 compare compare VB cord-247554-535cpe5x 43 21 what what WP cord-247554-535cpe5x 43 22 is be VBZ cord-247554-535cpe5x 43 23 happening happen VBG cord-247554-535cpe5x 43 24 in in IN cord-247554-535cpe5x 43 25 different different JJ cord-247554-535cpe5x 43 26 countries country NNS cord-247554-535cpe5x 43 27 . . . cord-247554-535cpe5x 44 1 The the DT cord-247554-535cpe5x 44 2 spatial spatial JJ cord-247554-535cpe5x 44 3 replicate replicate NN cord-247554-535cpe5x 44 4 of of IN cord-247554-535cpe5x 44 5 the the DT cord-247554-535cpe5x 44 6 dataset dataset NN cord-247554-535cpe5x 44 7 comprised comprise VBN cord-247554-535cpe5x 44 8 of of IN cord-247554-535cpe5x 44 9 160 160 CD cord-247554-535cpe5x 44 10 countries country NNS cord-247554-535cpe5x 44 11 while while IN cord-247554-535cpe5x 44 12 the the DT cord-247554-535cpe5x 44 13 temporal temporal JJ cord-247554-535cpe5x 44 14 replicate replicate NN cord-247554-535cpe5x 44 15 spans span NNS cord-247554-535cpe5x 44 16 from from IN cord-247554-535cpe5x 44 17 31/12/2019 31/12/2019 CD cord-247554-535cpe5x 44 18 to to IN cord-247554-535cpe5x 44 19 ( ( -LRB- cord-247554-535cpe5x 44 20 including include VBG cord-247554-535cpe5x 44 21 ) ) -RRB- cord-247554-535cpe5x 44 22 25/05/2020 25/05/2020 CD cord-247554-535cpe5x 44 23 . . . cord-247554-535cpe5x 45 1 The the DT cord-247554-535cpe5x 45 2 variables variable NNS cord-247554-535cpe5x 45 3 included include VBD cord-247554-535cpe5x 45 4 : : : cord-247554-535cpe5x 45 5 From from IN cord-247554-535cpe5x 45 6 the the DT cord-247554-535cpe5x 45 7 available available JJ cord-247554-535cpe5x 45 8 variables variable NNS cord-247554-535cpe5x 45 9 male male JJ cord-247554-535cpe5x 45 10 and and CC cord-247554-535cpe5x 45 11 female female JJ cord-247554-535cpe5x 45 12 smokers smoker NNS cord-247554-535cpe5x 45 13 were be VBD cord-247554-535cpe5x 45 14 averaged average VBN cord-247554-535cpe5x 45 15 as as IN cord-247554-535cpe5x 45 16 ' ' `` cord-247554-535cpe5x 45 17 smokers smoker NNS cord-247554-535cpe5x 45 18 ' ' '' cord-247554-535cpe5x 45 19 . . . cord-247554-535cpe5x 46 1 We -PRON- PRP cord-247554-535cpe5x 46 2 employed employ VBD cord-247554-535cpe5x 46 3 generalised generalised JJ cord-247554-535cpe5x 46 4 linear linear JJ cord-247554-535cpe5x 46 5 mixed mixed JJ cord-247554-535cpe5x 46 6 effects effect NNS cord-247554-535cpe5x 46 7 models model NNS cord-247554-535cpe5x 46 8 ( ( -LRB- cord-247554-535cpe5x 46 9 LME LME NNP cord-247554-535cpe5x 46 10 ; ; : cord-247554-535cpe5x 46 11 [ [ -LRB- cord-247554-535cpe5x 46 12 26 26 CD cord-247554-535cpe5x 46 13 ] ] -RRB- cord-247554-535cpe5x 46 14 ) ) -RRB- cord-247554-535cpe5x 46 15 with with IN cord-247554-535cpe5x 46 16 new new JJ cord-247554-535cpe5x 46 17 Covid-19 covid-19 JJ cord-247554-535cpe5x 46 18 cases case NNS cord-247554-535cpe5x 46 19 per per IN cord-247554-535cpe5x 46 20 million million CD cord-247554-535cpe5x 46 21 as as IN cord-247554-535cpe5x 46 22 the the DT cord-247554-535cpe5x 46 23 dependent dependent JJ cord-247554-535cpe5x 46 24 variable variable NN cord-247554-535cpe5x 46 25 . . . cord-247554-535cpe5x 47 1 As as IN cord-247554-535cpe5x 47 2 the the DT cord-247554-535cpe5x 47 3 dataset dataset NN cord-247554-535cpe5x 47 4 contained contain VBD cord-247554-535cpe5x 47 5 several several JJ cord-247554-535cpe5x 47 6 potential potential JJ cord-247554-535cpe5x 47 7 indexes index NNS cord-247554-535cpe5x 47 8 of of IN cord-247554-535cpe5x 47 9 testing testing NN cord-247554-535cpe5x 47 10 , , , cord-247554-535cpe5x 47 11 population population NN cord-247554-535cpe5x 47 12 density density NN cord-247554-535cpe5x 47 13 , , , cord-247554-535cpe5x 47 14 or or CC cord-247554-535cpe5x 47 15 age age NN cord-247554-535cpe5x 47 16 structure structure NN cord-247554-535cpe5x 47 17 within within IN cord-247554-535cpe5x 47 18 each each DT cord-247554-535cpe5x 47 19 country country NN cord-247554-535cpe5x 47 20 , , , cord-247554-535cpe5x 47 21 initial initial JJ cord-247554-535cpe5x 47 22 analysis analysis NN cord-247554-535cpe5x 47 23 was be VBD cord-247554-535cpe5x 47 24 conducted conduct VBN cord-247554-535cpe5x 47 25 in in IN cord-247554-535cpe5x 47 26 order order NN cord-247554-535cpe5x 47 27 to to TO cord-247554-535cpe5x 47 28 select select VB cord-247554-535cpe5x 47 29 the the DT cord-247554-535cpe5x 47 30 most most RBS cord-247554-535cpe5x 47 31 informative informative JJ cord-247554-535cpe5x 47 32 index index NN cord-247554-535cpe5x 47 33 of of IN cord-247554-535cpe5x 47 34 each each DT cord-247554-535cpe5x 47 35 . . . cord-247554-535cpe5x 48 1 We -PRON- PRP cord-247554-535cpe5x 48 2 initially initially RB cord-247554-535cpe5x 48 3 sought seek VBD cord-247554-535cpe5x 48 4 to to TO cord-247554-535cpe5x 48 5 quantify quantify VB cord-247554-535cpe5x 48 6 the the DT cord-247554-535cpe5x 48 7 most most RBS cord-247554-535cpe5x 48 8 parsimonious parsimonious JJ cord-247554-535cpe5x 48 9 data datum NNS cord-247554-535cpe5x 48 10 driven drive VBN cord-247554-535cpe5x 48 11 index index NN cord-247554-535cpe5x 48 12 of of IN cord-247554-535cpe5x 48 13 testing testing NN cord-247554-535cpe5x 48 14 which which WDT cord-247554-535cpe5x 48 15 included include VBD cord-247554-535cpe5x 48 16 the the DT cord-247554-535cpe5x 48 17 fixed fix VBN cord-247554-535cpe5x 48 18 effects effect NNS cord-247554-535cpe5x 48 19 of of IN cord-247554-535cpe5x 48 20 ( ( -LRB- cord-247554-535cpe5x 48 21 i i NN cord-247554-535cpe5x 48 22 ) ) -RRB- cord-247554-535cpe5x 48 23 news news NN cord-247554-535cpe5x 48 24 tests test NNS cord-247554-535cpe5x 48 25 ( ( -LRB- cord-247554-535cpe5x 48 26 ii ii NN cord-247554-535cpe5x 48 27 ) ) -RRB- cord-247554-535cpe5x 48 28 total total JJ cord-247554-535cpe5x 48 29 tests test NNS cord-247554-535cpe5x 48 30 ( ( -LRB- cord-247554-535cpe5x 48 31 iii iii NN cord-247554-535cpe5x 48 32 ) ) -RRB- cord-247554-535cpe5x 49 1 new new JJ cord-247554-535cpe5x 49 2 tests test NNS cord-247554-535cpe5x 49 3 per per IN cord-247554-535cpe5x 49 4 thousand thousand CD cord-247554-535cpe5x 49 5 ( ( -LRB- cord-247554-535cpe5x 49 6 iv iv LS cord-247554-535cpe5x 49 7 ) ) -RRB- cord-247554-535cpe5x 49 8 total total JJ cord-247554-535cpe5x 49 9 tests test NNS cord-247554-535cpe5x 49 10 per per IN cord-247554-535cpe5x 49 11 thousand thousand CD cord-247554-535cpe5x 50 1 ( ( -LRB- cord-247554-535cpe5x 50 2 v v LS cord-247554-535cpe5x 50 3 ) ) -RRB- cord-247554-535cpe5x 50 4 new new JJ cord-247554-535cpe5x 50 5 tests test NNS cord-247554-535cpe5x 50 6 smoothed smooth VBN cord-247554-535cpe5x 50 7 , , , cord-247554-535cpe5x 50 8 ( ( -LRB- cord-247554-535cpe5x 50 9 vi vi NNP cord-247554-535cpe5x 50 10 ) ) -RRB- cord-247554-535cpe5x 50 11 new new JJ cord-247554-535cpe5x 50 12 tests test NNS cord-247554-535cpe5x 50 13 smoothed smooth VBN cord-247554-535cpe5x 50 14 per per IN cord-247554-535cpe5x 50 15 thousand thousand CD cord-247554-535cpe5x 50 16 . . . cord-247554-535cpe5x 51 1 This this DT cord-247554-535cpe5x 51 2 was be VBD cord-247554-535cpe5x 51 3 achieved achieve VBN cord-247554-535cpe5x 51 4 by by IN cord-247554-535cpe5x 51 5 fitting fit VBG cord-247554-535cpe5x 51 6 six six CD cord-247554-535cpe5x 51 7 LMEs lme NNS cord-247554-535cpe5x 51 8 with with IN cord-247554-535cpe5x 51 9 new new JJ cord-247554-535cpe5x 51 10 cases case NNS cord-247554-535cpe5x 51 11 per per IN cord-247554-535cpe5x 51 12 million million CD cord-247554-535cpe5x 51 13 as as IN cord-247554-535cpe5x 51 14 the the DT cord-247554-535cpe5x 51 15 dependent dependent JJ cord-247554-535cpe5x 51 16 variable variable NN cord-247554-535cpe5x 51 17 and and CC cord-247554-535cpe5x 51 18 six six CD cord-247554-535cpe5x 51 19 LMEs lme NNS cord-247554-535cpe5x 51 20 with with IN cord-247554-535cpe5x 51 21 i i PRP cord-247554-535cpe5x 51 22 -vi -vi : cord-247554-535cpe5x 51 23 as as IN cord-247554-535cpe5x 51 24 the the DT cord-247554-535cpe5x 51 25 single single JJ cord-247554-535cpe5x 51 26 independent independent JJ cord-247554-535cpe5x 51 27 variable variable NN cord-247554-535cpe5x 51 28 . . . cord-247554-535cpe5x 52 1 The the DT cord-247554-535cpe5x 52 2 random random JJ cord-247554-535cpe5x 52 3 effect effect NN cord-247554-535cpe5x 52 4 structure structure NN cord-247554-535cpe5x 52 5 of of IN cord-247554-535cpe5x 52 6 each each DT cord-247554-535cpe5x 52 7 LME LME NNP cord-247554-535cpe5x 52 8 included include VBD cord-247554-535cpe5x 52 9 the the DT cord-247554-535cpe5x 52 10 nested nested JJ cord-247554-535cpe5x 52 11 variance variance NN cord-247554-535cpe5x 52 12 of of IN cord-247554-535cpe5x 52 13 time time NN cord-247554-535cpe5x 52 14 within within IN cord-247554-535cpe5x 52 15 each each DT cord-247554-535cpe5x 52 16 country country NN cord-247554-535cpe5x 53 1 ( ( -LRB- cord-247554-535cpe5x 53 2 Random random JJ cord-247554-535cpe5x 53 3 ~ ~ NNP cord-247554-535cpe5x 53 4 Country Country NNP cord-247554-535cpe5x 53 5 / / SYM cord-247554-535cpe5x 53 6 Time Time NNP cord-247554-535cpe5x 53 7 ) ) -RRB- cord-247554-535cpe5x 53 8 . . . cord-247554-535cpe5x 54 1 Doing do VBG cord-247554-535cpe5x 54 2 so so RB cord-247554-535cpe5x 55 1 the the DT cord-247554-535cpe5x 55 2 fitted fitted JJ cord-247554-535cpe5x 55 3 LMEs lmes NN cord-247554-535cpe5x 55 4 accounted account VBD cord-247554-535cpe5x 55 5 for for IN cord-247554-535cpe5x 55 6 both both CC cord-247554-535cpe5x 55 7 temporal temporal JJ cord-247554-535cpe5x 55 8 and and CC cord-247554-535cpe5x 55 9 spatial spatial JJ cord-247554-535cpe5x 55 10 autocorrelation autocorrelation NN cord-247554-535cpe5x 55 11 in in IN cord-247554-535cpe5x 55 12 the the DT cord-247554-535cpe5x 55 13 time time NN cord-247554-535cpe5x 55 14 replicated replicate VBD cord-247554-535cpe5x 55 15 data datum NNS cord-247554-535cpe5x 55 16 deriving derive VBG cord-247554-535cpe5x 55 17 from from IN cord-247554-535cpe5x 55 18 different different JJ cord-247554-535cpe5x 55 19 geographic geographic JJ cord-247554-535cpe5x 55 20 locations location NNS cord-247554-535cpe5x 55 21 [ [ -LRB- cord-247554-535cpe5x 55 22 21 21 CD cord-247554-535cpe5x 55 23 , , , cord-247554-535cpe5x 55 24 22 22 CD cord-247554-535cpe5x 55 25 ] ] -RRB- cord-247554-535cpe5x 55 26 . . . cord-247554-535cpe5x 56 1 LMEs LMEs NNP cord-247554-535cpe5x 56 2 were be VBD cord-247554-535cpe5x 56 3 fitted fit VBN cord-247554-535cpe5x 56 4 with with IN cord-247554-535cpe5x 56 5 Maximum Maximum NNP cord-247554-535cpe5x 56 6 Likelihood Likelihood NNP cord-247554-535cpe5x 56 7 ( ( -LRB- cord-247554-535cpe5x 56 8 ML ml NN cord-247554-535cpe5x 56 9 ) ) -RRB- cord-247554-535cpe5x 56 10 estimation estimation NN cord-247554-535cpe5x 56 11 to to TO cord-247554-535cpe5x 56 12 allow allow VB cord-247554-535cpe5x 56 13 comparisons comparison NNS cord-247554-535cpe5x 56 14 between between IN cord-247554-535cpe5x 56 15 models model NNS cord-247554-535cpe5x 56 16 with with IN cord-247554-535cpe5x 56 17 different different JJ cord-247554-535cpe5x 56 18 fixed fix VBN cord-247554-535cpe5x 56 19 effects effect NNS cord-247554-535cpe5x 56 20 and and CC cord-247554-535cpe5x 56 21 selecting select VBG cord-247554-535cpe5x 56 22 the the DT cord-247554-535cpe5x 56 23 LME LME NNP cord-247554-535cpe5x 56 24 that that WDT cord-247554-535cpe5x 56 25 exhibited exhibit VBD cord-247554-535cpe5x 56 26 the the DT cord-247554-535cpe5x 56 27 lowest low JJS cord-247554-535cpe5x 56 28 Akaike Akaike NNP cord-247554-535cpe5x 56 29 ( ( -LRB- cord-247554-535cpe5x 56 30 AIC AIC NNP cord-247554-535cpe5x 56 31 ) ) -RRB- cord-247554-535cpe5x 56 32 value value NN cord-247554-535cpe5x 56 33 [ [ -LRB- cord-247554-535cpe5x 56 34 27 27 CD cord-247554-535cpe5x 56 35 , , , cord-247554-535cpe5x 56 36 28 28 CD cord-247554-535cpe5x 56 37 ] ] -RRB- cord-247554-535cpe5x 56 38 . . . cord-247554-535cpe5x 57 1 Here here RB cord-247554-535cpe5x 57 2 and and CC cord-247554-535cpe5x 57 3 throughout throughout IN cord-247554-535cpe5x 57 4 the the DT cord-247554-535cpe5x 57 5 analysis analysis NN cord-247554-535cpe5x 57 6 , , , cord-247554-535cpe5x 57 7 there there EX cord-247554-535cpe5x 57 8 were be VBD cord-247554-535cpe5x 57 9 19,709 19,709 CD cord-247554-535cpe5x 57 10 data datum NNS cord-247554-535cpe5x 57 11 points point NNS cord-247554-535cpe5x 57 12 in in IN cord-247554-535cpe5x 57 13 the the DT cord-247554-535cpe5x 57 14 analysis analysis NN cord-247554-535cpe5x 57 15 but but CC cord-247554-535cpe5x 57 16 there there EX cord-247554-535cpe5x 57 17 were be VBD cord-247554-535cpe5x 57 18 variables variable NNS cord-247554-535cpe5x 57 19 with with IN cord-247554-535cpe5x 57 20 missing miss VBG cord-247554-535cpe5x 57 21 values value NNS cord-247554-535cpe5x 57 22 at at IN cord-247554-535cpe5x 57 23 some some DT cord-247554-535cpe5x 57 24 time time NN cord-247554-535cpe5x 57 25 steps step NNS cord-247554-535cpe5x 57 26 or or CC cord-247554-535cpe5x 57 27 at at IN cord-247554-535cpe5x 57 28 some some DT cord-247554-535cpe5x 57 29 countries country NNS cord-247554-535cpe5x 57 30 . . . cord-247554-535cpe5x 58 1 Missing miss VBG cord-247554-535cpe5x 58 2 values value NNS cord-247554-535cpe5x 58 3 were be VBD cord-247554-535cpe5x 58 4 omitted omit VBN cord-247554-535cpe5x 58 5 from from IN cord-247554-535cpe5x 58 6 the the DT cord-247554-535cpe5x 58 7 statistical statistical JJ cord-247554-535cpe5x 58 8 analysis analysis NN cord-247554-535cpe5x 58 9 . . . cord-247554-535cpe5x 59 1 Therefore therefore RB cord-247554-535cpe5x 59 2 AIC AIC NNP cord-247554-535cpe5x 59 3 values value NNS cord-247554-535cpe5x 59 4 are be VBP cord-247554-535cpe5x 59 5 compared compare VBN cord-247554-535cpe5x 59 6 between between IN cord-247554-535cpe5x 59 7 models model NNS cord-247554-535cpe5x 59 8 fitted fit VBN cord-247554-535cpe5x 59 9 with with IN cord-247554-535cpe5x 59 10 different different JJ cord-247554-535cpe5x 59 11 fixed fix VBN cord-247554-535cpe5x 59 12 effects effect NNS cord-247554-535cpe5x 59 13 but but CC cord-247554-535cpe5x 59 14 also also RB cord-247554-535cpe5x 59 15 with with IN cord-247554-535cpe5x 59 16 potentially potentially RB cord-247554-535cpe5x 59 17 different different JJ cord-247554-535cpe5x 59 18 sample sample NN cord-247554-535cpe5x 59 19 sizes size NNS cord-247554-535cpe5x 59 20 . . . cord-247554-535cpe5x 60 1 Similarly similarly RB cord-247554-535cpe5x 60 2 , , , cord-247554-535cpe5x 60 3 LMEs lme NNS cord-247554-535cpe5x 60 4 with with IN cord-247554-535cpe5x 60 5 new new JJ cord-247554-535cpe5x 60 6 cases case NNS cord-247554-535cpe5x 60 7 per per IN cord-247554-535cpe5x 60 8 million million CD cord-247554-535cpe5x 60 9 as as IN cord-247554-535cpe5x 60 10 the the DT cord-247554-535cpe5x 60 11 dependent dependent JJ cord-247554-535cpe5x 60 12 variable variable NN cord-247554-535cpe5x 60 13 and and CC cord-247554-535cpe5x 60 14 the the DT cord-247554-535cpe5x 60 15 fixed fix VBN cord-247554-535cpe5x 60 16 effects effect NNS cord-247554-535cpe5x 60 17 of of IN cord-247554-535cpe5x 60 18 ( ( -LRB- cord-247554-535cpe5x 60 19 i i NN cord-247554-535cpe5x 60 20 ) ) -RRB- cord-247554-535cpe5x 60 21 population population NN cord-247554-535cpe5x 60 22 or or CC cord-247554-535cpe5x 60 23 ( ( -LRB- cord-247554-535cpe5x 60 24 ii ii NN cord-247554-535cpe5x 60 25 ) ) -RRB- cord-247554-535cpe5x 60 26 population population NN cord-247554-535cpe5x 60 27 density density NN cord-247554-535cpe5x 60 28 , , , cord-247554-535cpe5x 60 29 and and CC cord-247554-535cpe5x 60 30 the the DT cord-247554-535cpe5x 60 31 nested nested JJ cord-247554-535cpe5x 60 32 random random JJ cord-247554-535cpe5x 60 33 effects effect NNS cord-247554-535cpe5x 60 34 of of IN cord-247554-535cpe5x 60 35 time time NN cord-247554-535cpe5x 60 36 within within IN cord-247554-535cpe5x 60 37 country country NN cord-247554-535cpe5x 60 38 were be VBD cord-247554-535cpe5x 60 39 fitted fit VBN cord-247554-535cpe5x 60 40 with with IN cord-247554-535cpe5x 60 41 ML ML NNP cord-247554-535cpe5x 60 42 and and CC cord-247554-535cpe5x 60 43 compared compare VBN cord-247554-535cpe5x 60 44 against against IN cord-247554-535cpe5x 60 45 AIC AIC NNP cord-247554-535cpe5x 60 46 values value NNS cord-247554-535cpe5x 60 47 to to TO cord-247554-535cpe5x 60 48 select select VB cord-247554-535cpe5x 60 49 the the DT cord-247554-535cpe5x 60 50 optimal optimal JJ cord-247554-535cpe5x 60 51 data datum NNS cord-247554-535cpe5x 60 52 driven drive VBN cord-247554-535cpe5x 60 53 population population NN cord-247554-535cpe5x 60 54 index index NN cord-247554-535cpe5x 60 55 . . . cord-247554-535cpe5x 61 1 Regarding regard VBG cord-247554-535cpe5x 61 2 age age NN cord-247554-535cpe5x 61 3 structure structure NN cord-247554-535cpe5x 61 4 of of IN cord-247554-535cpe5x 61 5 the the DT cord-247554-535cpe5x 61 6 population population NN cord-247554-535cpe5x 61 7 within within IN cord-247554-535cpe5x 61 8 each each DT cord-247554-535cpe5x 61 9 country country NN cord-247554-535cpe5x 61 10 , , , cord-247554-535cpe5x 61 11 the the DT cord-247554-535cpe5x 61 12 available available JJ cord-247554-535cpe5x 61 13 variables variable NNS cord-247554-535cpe5x 61 14 were be VBD cord-247554-535cpe5x 61 15 ( ( -LRB- cord-247554-535cpe5x 61 16 i i NN cord-247554-535cpe5x 61 17 ) ) -RRB- cord-247554-535cpe5x 62 1 median median JJ cord-247554-535cpe5x 62 2 age age NN cord-247554-535cpe5x 62 3 of of IN cord-247554-535cpe5x 62 4 the the DT cord-247554-535cpe5x 62 5 population population NN cord-247554-535cpe5x 62 6 , , , cord-247554-535cpe5x 62 7 ( ( -LRB- cord-247554-535cpe5x 62 8 ii ii NN cord-247554-535cpe5x 62 9 ) ) -RRB- cord-247554-535cpe5x 63 1 the the DT cord-247554-535cpe5x 63 2 percentage percentage NN cord-247554-535cpe5x 63 3 of of IN cord-247554-535cpe5x 63 4 the the DT cord-247554-535cpe5x 63 5 population population NN cord-247554-535cpe5x 63 6 aged age VBN cord-247554-535cpe5x 63 7 65 65 CD cord-247554-535cpe5x 63 8 or or CC cord-247554-535cpe5x 63 9 older old JJR cord-247554-535cpe5x 63 10 , , , cord-247554-535cpe5x 63 11 and and CC cord-247554-535cpe5x 63 12 ( ( -LRB- cord-247554-535cpe5x 63 13 iii iii NN cord-247554-535cpe5x 63 14 ) ) -RRB- cord-247554-535cpe5x 64 1 the the DT cord-247554-535cpe5x 64 2 percentage percentage NN cord-247554-535cpe5x 64 3 of of IN cord-247554-535cpe5x 64 4 the the DT cord-247554-535cpe5x 64 5 population population NN cord-247554-535cpe5x 64 6 aged age VBN cord-247554-535cpe5x 64 7 70 70 CD cord-247554-535cpe5x 64 8 or or CC cord-247554-535cpe5x 64 9 older old JJR cord-247554-535cpe5x 64 10 . . . cord-247554-535cpe5x 65 1 The the DT cord-247554-535cpe5x 65 2 analysis analysis NN cord-247554-535cpe5x 65 3 proceeded proceed VBN cord-247554-535cpe5x 65 4 by by IN cord-247554-535cpe5x 65 5 selecting select VBG cord-247554-535cpe5x 65 6 the the DT cord-247554-535cpe5x 65 7 ML ML NNP cord-247554-535cpe5x 65 8 fitted fit VBD cord-247554-535cpe5x 65 9 LME LME NNP cord-247554-535cpe5x 65 10 with with IN cord-247554-535cpe5x 65 11 the the DT cord-247554-535cpe5x 65 12 lowest low JJS cord-247554-535cpe5x 65 13 AIC AIC NNP cord-247554-535cpe5x 65 14 between between IN cord-247554-535cpe5x 65 15 the the DT cord-247554-535cpe5x 65 16 three three CD cord-247554-535cpe5x 65 17 available available JJ cord-247554-535cpe5x 65 18 age age NN cord-247554-535cpe5x 65 19 population population NN cord-247554-535cpe5x 65 20 structure structure NN cord-247554-535cpe5x 65 21 variables variable NNS cord-247554-535cpe5x 65 22 . . . cord-247554-535cpe5x 66 1 All all DT cord-247554-535cpe5x 66 2 three three CD cord-247554-535cpe5x 66 3 fitted fit VBN cord-247554-535cpe5x 66 4 LMEs lmes NN cord-247554-535cpe5x 66 5 contained contain VBD cord-247554-535cpe5x 66 6 the the DT cord-247554-535cpe5x 66 7 random random JJ cord-247554-535cpe5x 66 8 effects effect NNS cord-247554-535cpe5x 66 9 of of IN cord-247554-535cpe5x 66 10 time time NN cord-247554-535cpe5x 66 11 nested nest VBN cord-247554-535cpe5x 66 12 within within IN cord-247554-535cpe5x 66 13 country country NN cord-247554-535cpe5x 66 14 . . . cord-247554-535cpe5x 67 1 Regarding regard VBG cord-247554-535cpe5x 67 2 economic economic JJ cord-247554-535cpe5x 67 3 status status NN cord-247554-535cpe5x 67 4 of of IN cord-247554-535cpe5x 67 5 the the DT cord-247554-535cpe5x 67 6 population population NN cord-247554-535cpe5x 67 7 within within IN cord-247554-535cpe5x 67 8 each each DT cord-247554-535cpe5x 67 9 country country NN cord-247554-535cpe5x 67 10 , , , cord-247554-535cpe5x 67 11 the the DT cord-247554-535cpe5x 67 12 available available JJ cord-247554-535cpe5x 67 13 variables variable NNS cord-247554-535cpe5x 67 14 were be VBD cord-247554-535cpe5x 67 15 ( ( -LRB- cord-247554-535cpe5x 67 16 i i NN cord-247554-535cpe5x 67 17 ) ) -RRB- cord-247554-535cpe5x 67 18 gdp gdp NN cord-247554-535cpe5x 67 19 per per IN cord-247554-535cpe5x 67 20 capita capita NN cord-247554-535cpe5x 67 21 , , , cord-247554-535cpe5x 67 22 and and CC cord-247554-535cpe5x 67 23 ( ( -LRB- cord-247554-535cpe5x 67 24 ii ii NN cord-247554-535cpe5x 67 25 ) ) -RRB- cord-247554-535cpe5x 67 26 percentage percentage NN cord-247554-535cpe5x 67 27 of of IN cord-247554-535cpe5x 67 28 the the DT cord-247554-535cpe5x 67 29 population population NN cord-247554-535cpe5x 67 30 under under IN cord-247554-535cpe5x 67 31 extreme extreme JJ cord-247554-535cpe5x 67 32 poverty poverty NN cord-247554-535cpe5x 67 33 . . . cord-247554-535cpe5x 68 1 The the DT cord-247554-535cpe5x 68 2 analysis analysis NN cord-247554-535cpe5x 68 3 proceeded proceed VBN cord-247554-535cpe5x 68 4 by by IN cord-247554-535cpe5x 68 5 selecting select VBG cord-247554-535cpe5x 68 6 the the DT cord-247554-535cpe5x 68 7 ML ML NNP cord-247554-535cpe5x 68 8 fitted fit VBD cord-247554-535cpe5x 68 9 LME LME NNP cord-247554-535cpe5x 68 10 with with IN cord-247554-535cpe5x 68 11 the the DT cord-247554-535cpe5x 68 12 lowest low JJS cord-247554-535cpe5x 68 13 AIC AIC NNP cord-247554-535cpe5x 68 14 between between IN cord-247554-535cpe5x 68 15 the the DT cord-247554-535cpe5x 68 16 two two CD cord-247554-535cpe5x 68 17 available available JJ cord-247554-535cpe5x 68 18 economy economy NN cord-247554-535cpe5x 68 19 status status NN cord-247554-535cpe5x 68 20 variables variable NNS cord-247554-535cpe5x 68 21 . . . cord-247554-535cpe5x 69 1 The the DT cord-247554-535cpe5x 69 2 two two CD cord-247554-535cpe5x 69 3 fitted fit VBN cord-247554-535cpe5x 69 4 LMEs lmes NN cord-247554-535cpe5x 69 5 contained contain VBD cord-247554-535cpe5x 69 6 the the DT cord-247554-535cpe5x 69 7 random random JJ cord-247554-535cpe5x 69 8 effects effect NNS cord-247554-535cpe5x 69 9 of of IN cord-247554-535cpe5x 69 10 time time NN cord-247554-535cpe5x 69 11 nested nest VBN cord-247554-535cpe5x 69 12 within within IN cord-247554-535cpe5x 69 13 country country NN cord-247554-535cpe5x 69 14 . . . cord-247554-535cpe5x 70 1 Having have VBG cord-247554-535cpe5x 70 2 selected select VBN cord-247554-535cpe5x 70 3 the the DT cord-247554-535cpe5x 70 4 optimal optimal JJ cord-247554-535cpe5x 70 5 index index NN cord-247554-535cpe5x 70 6 of of IN cord-247554-535cpe5x 70 7 testing testing NN cord-247554-535cpe5x 70 8 , , , cord-247554-535cpe5x 70 9 population population NN cord-247554-535cpe5x 70 10 density density NN cord-247554-535cpe5x 70 11 and and CC cord-247554-535cpe5x 70 12 age age NN cord-247554-535cpe5x 70 13 structures structure NNS cord-247554-535cpe5x 71 1 the the DT cord-247554-535cpe5x 71 2 analysis analysis NN cord-247554-535cpe5x 71 3 proceeded proceed VBD cord-247554-535cpe5x 71 4 with with IN cord-247554-535cpe5x 71 5 the the DT cord-247554-535cpe5x 71 6 following follow VBG cord-247554-535cpe5x 71 7 variables variable NNS cord-247554-535cpe5x 71 8 : : : cord-247554-535cpe5x 71 9 ( ( -LRB- cord-247554-535cpe5x 71 10 1 1 LS cord-247554-535cpe5x 71 11 ) ) -RRB- cord-247554-535cpe5x 71 12 population population NN cord-247554-535cpe5x 71 13 density density NN cord-247554-535cpe5x 71 14 , , , cord-247554-535cpe5x 71 15 ( ( -LRB- cord-247554-535cpe5x 71 16 2 2 LS cord-247554-535cpe5x 71 17 ) ) -RRB- cord-247554-535cpe5x 71 18 new new JJ cord-247554-535cpe5x 71 19 tests test NNS cord-247554-535cpe5x 71 20 per per IN cord-247554-535cpe5x 71 21 thousand thousand CD cord-247554-535cpe5x 71 22 , , , cord-247554-535cpe5x 71 23 ( ( -LRB- cord-247554-535cpe5x 71 24 3 3 LS cord-247554-535cpe5x 71 25 ) ) -RRB- cord-247554-535cpe5x 71 26 governmental governmental JJ cord-247554-535cpe5x 71 27 stringency stringency NN cord-247554-535cpe5x 71 28 index index NN cord-247554-535cpe5x 71 29 , , , cord-247554-535cpe5x 71 30 ( ( -LRB- cord-247554-535cpe5x 71 31 4 4 LS cord-247554-535cpe5x 71 32 ) ) -RRB- cord-247554-535cpe5x 71 33 percentage percentage NN cord-247554-535cpe5x 71 34 of of IN cord-247554-535cpe5x 71 35 the the DT cord-247554-535cpe5x 71 36 population population NN cord-247554-535cpe5x 71 37 aged age VBN cord-247554-535cpe5x 72 1 > > XX cord-247554-535cpe5x 73 1 65 65 CD cord-247554-535cpe5x 73 2 , , , cord-247554-535cpe5x 74 1 ( ( -LRB- cord-247554-535cpe5x 74 2 5 5 LS cord-247554-535cpe5x 74 3 ) ) -RRB- cord-247554-535cpe5x 74 4 percentage percentage NN cord-247554-535cpe5x 74 5 of of IN cord-247554-535cpe5x 74 6 the the DT cord-247554-535cpe5x 74 7 population population NN cord-247554-535cpe5x 74 8 under under IN cord-247554-535cpe5x 74 9 extreme extreme JJ cord-247554-535cpe5x 74 10 poverty poverty NN cord-247554-535cpe5x 74 11 , , , cord-247554-535cpe5x 74 12 ( ( -LRB- cord-247554-535cpe5x 74 13 6 6 CD cord-247554-535cpe5x 74 14 ) ) -RRB- cord-247554-535cpe5x 74 15 cvd cvd NN cord-247554-535cpe5x 74 16 death death NN cord-247554-535cpe5x 74 17 rate rate NN cord-247554-535cpe5x 74 18 , , , cord-247554-535cpe5x 74 19 ( ( -LRB- cord-247554-535cpe5x 74 20 7 7 CD cord-247554-535cpe5x 74 21 ) ) -RRB- cord-247554-535cpe5x 74 22 diabetes diabetes NN cord-247554-535cpe5x 74 23 prevalence prevalence NN cord-247554-535cpe5x 74 24 , , , cord-247554-535cpe5x 74 25 ( ( -LRB- cord-247554-535cpe5x 74 26 8) 8) NN cord-247554-535cpe5x 74 27 percentage percentage NN cord-247554-535cpe5x 74 28 of of IN cord-247554-535cpe5x 74 29 smokers smoker NNS cord-247554-535cpe5x 74 30 , , , cord-247554-535cpe5x 74 31 ( ( -LRB- cord-247554-535cpe5x 74 32 9 9 CD cord-247554-535cpe5x 74 33 ) ) -RRB- cord-247554-535cpe5x 74 34 percentage percentage NN cord-247554-535cpe5x 74 35 of of IN cord-247554-535cpe5x 74 36 the the DT cord-247554-535cpe5x 74 37 population population NN cord-247554-535cpe5x 74 38 with with IN cord-247554-535cpe5x 74 39 access access NN cord-247554-535cpe5x 74 40 to to IN cord-247554-535cpe5x 74 41 hand hand NN cord-247554-535cpe5x 74 42 washing washing NN cord-247554-535cpe5x 74 43 facilities facility NNS cord-247554-535cpe5x 74 44 , , , cord-247554-535cpe5x 74 45 and and CC cord-247554-535cpe5x 74 46 ( ( -LRB- cord-247554-535cpe5x 74 47 10 10 CD cord-247554-535cpe5x 74 48 ) ) -RRB- cord-247554-535cpe5x 74 49 hospital hospital NN cord-247554-535cpe5x 74 50 beds bed NNS cord-247554-535cpe5x 74 51 per per IN cord-247554-535cpe5x 74 52 100k 100k CD cord-247554-535cpe5x 74 53 inhabitants inhabitant NNS cord-247554-535cpe5x 74 54 within within IN cord-247554-535cpe5x 74 55 each each DT cord-247554-535cpe5x 74 56 country country NN cord-247554-535cpe5x 74 57 as as IN cord-247554-535cpe5x 74 58 independent independent JJ cord-247554-535cpe5x 74 59 variables variable NNS cord-247554-535cpe5x 74 60 . . . cord-247554-535cpe5x 75 1 Hierarchical hierarchical JJ cord-247554-535cpe5x 75 2 Variance variance NN cord-247554-535cpe5x 75 3 Partitioning partitioning NN cord-247554-535cpe5x 75 4 ( ( -LRB- cord-247554-535cpe5x 75 5 HVP HVP NNP cord-247554-535cpe5x 75 6 ) ) -RRB- cord-247554-535cpe5x 75 7 statistical statistical JJ cord-247554-535cpe5x 75 8 modelling modelling NN cord-247554-535cpe5x 75 9 was be VBD cord-247554-535cpe5x 75 10 implemented implement VBN cord-247554-535cpe5x 75 11 to to TO cord-247554-535cpe5x 75 12 account account VB cord-247554-535cpe5x 75 13 for for IN cord-247554-535cpe5x 75 14 the the DT cord-247554-535cpe5x 75 15 contribution contribution NN cord-247554-535cpe5x 75 16 of of IN cord-247554-535cpe5x 75 17 each each DT cord-247554-535cpe5x 75 18 data datum NNS cord-247554-535cpe5x 75 19 driven drive VBN cord-247554-535cpe5x 75 20 epidemiological epidemiological JJ cord-247554-535cpe5x 75 21 , , , cord-247554-535cpe5x 75 22 economic economic JJ cord-247554-535cpe5x 75 23 , , , cord-247554-535cpe5x 75 24 public public JJ cord-247554-535cpe5x 75 25 health health NN cord-247554-535cpe5x 75 26 , , , cord-247554-535cpe5x 75 27 and and CC cord-247554-535cpe5x 75 28 governmental governmental JJ cord-247554-535cpe5x 75 29 intervention intervention NN cord-247554-535cpe5x 75 30 explanatory explanatory JJ cord-247554-535cpe5x 75 31 variable variable NN cord-247554-535cpe5x 75 32 to to IN cord-247554-535cpe5x 75 33 the the DT cord-247554-535cpe5x 75 34 total total JJ cord-247554-535cpe5x 75 35 variance variance NN cord-247554-535cpe5x 75 36 of of IN cord-247554-535cpe5x 75 37 new new JJ cord-247554-535cpe5x 75 38 Covid-19 covid-19 NN cord-247554-535cpe5x 75 39 per per IN cord-247554-535cpe5x 75 40 million million CD cord-247554-535cpe5x 75 41 cases case NNS cord-247554-535cpe5x 75 42 [ [ -LRB- cord-247554-535cpe5x 75 43 29 29 CD cord-247554-535cpe5x 75 44 , , , cord-247554-535cpe5x 75 45 30 30 CD cord-247554-535cpe5x 75 46 ] ] -RRB- cord-247554-535cpe5x 75 47 . . . cord-247554-535cpe5x 76 1 HVP HVP NNP cord-247554-535cpe5x 76 2 is be VBZ cord-247554-535cpe5x 76 3 a a DT cord-247554-535cpe5x 76 4 statistical statistical JJ cord-247554-535cpe5x 76 5 framework framework NN cord-247554-535cpe5x 76 6 that that WDT cord-247554-535cpe5x 76 7 is be VBZ cord-247554-535cpe5x 76 8 capable capable JJ cord-247554-535cpe5x 76 9 of of IN cord-247554-535cpe5x 76 10 handling handle VBG cord-247554-535cpe5x 76 11 correlated correlate VBN cord-247554-535cpe5x 76 12 independent independent JJ cord-247554-535cpe5x 76 13 variables variable NNS cord-247554-535cpe5x 76 14 , , , cord-247554-535cpe5x 76 15 whilst whilst IN cord-247554-535cpe5x 76 16 providing provide VBG cord-247554-535cpe5x 76 17 a a DT cord-247554-535cpe5x 76 18 reliable reliable JJ cord-247554-535cpe5x 76 19 ranking ranking NN cord-247554-535cpe5x 76 20 of of IN cord-247554-535cpe5x 76 21 predictor predictor NN cord-247554-535cpe5x 76 22 importance importance NN cord-247554-535cpe5x 76 23 of of IN cord-247554-535cpe5x 76 24 each each DT cord-247554-535cpe5x 76 25 variable variable JJ cord-247554-535cpe5x 76 26 [ [ -LRB- cord-247554-535cpe5x 76 27 29 29 CD cord-247554-535cpe5x 76 28 ] ] -RRB- cord-247554-535cpe5x 76 29 . . . cord-247554-535cpe5x 77 1 Variance variance NN cord-247554-535cpe5x 77 2 partitioning partitioning NN cord-247554-535cpe5x 77 3 is be VBZ cord-247554-535cpe5x 77 4 calculated calculate VBN cord-247554-535cpe5x 77 5 from from IN cord-247554-535cpe5x 77 6 the the DT cord-247554-535cpe5x 77 7 Akaike Akaike NNP cord-247554-535cpe5x 77 8 ( ( -LRB- cord-247554-535cpe5x 77 9 AIC AIC NNP cord-247554-535cpe5x 77 10 ) ) -RRB- cord-247554-535cpe5x 77 11 weights weight NNS cord-247554-535cpe5x 77 12 of of IN cord-247554-535cpe5x 77 13 each each DT cord-247554-535cpe5x 77 14 explanatory explanatory JJ cord-247554-535cpe5x 77 15 variable variable NN cord-247554-535cpe5x 78 1 and and CC cord-247554-535cpe5x 78 2 it -PRON- PRP cord-247554-535cpe5x 78 3 is be VBZ cord-247554-535cpe5x 78 4 based base VBN cord-247554-535cpe5x 78 5 upon upon IN cord-247554-535cpe5x 78 6 the the DT cord-247554-535cpe5x 78 7 number number NN cord-247554-535cpe5x 78 8 of of IN cord-247554-535cpe5x 78 9 times time NNS cord-247554-535cpe5x 78 10 that that IN cord-247554-535cpe5x 78 11 a a DT cord-247554-535cpe5x 78 12 variable variable NN cord-247554-535cpe5x 78 13 was be VBD cord-247554-535cpe5x 78 14 significant significant JJ cord-247554-535cpe5x 78 15 in in IN cord-247554-535cpe5x 78 16 all all DT cord-247554-535cpe5x 78 17 possible possible JJ cord-247554-535cpe5x 78 18 combinations combination NNS cord-247554-535cpe5x 78 19 of of IN cord-247554-535cpe5x 78 20 the the DT cord-247554-535cpe5x 78 21 explanatory explanatory JJ cord-247554-535cpe5x 78 22 variables variable NNS cord-247554-535cpe5x 78 23 . . . cord-247554-535cpe5x 79 1 The the DT cord-247554-535cpe5x 79 2 HVP HVP NNP cord-247554-535cpe5x 79 3 function function NN cord-247554-535cpe5x 79 4 produces produce VBZ cord-247554-535cpe5x 79 5 a a DT cord-247554-535cpe5x 79 6 minor minor JJ cord-247554-535cpe5x 79 7 rounding rounding NN cord-247554-535cpe5x 79 8 error error NN cord-247554-535cpe5x 79 9 for for IN cord-247554-535cpe5x 79 10 hierarchies hierarchy NNS cord-247554-535cpe5x 79 11 constructed construct VBN cord-247554-535cpe5x 79 12 from from IN cord-247554-535cpe5x 79 13 more more JJR cord-247554-535cpe5x 79 14 than than IN cord-247554-535cpe5x 79 15 nine nine CD cord-247554-535cpe5x 79 16 variables variable NNS cord-247554-535cpe5x 79 17 [ [ -LRB- cord-247554-535cpe5x 79 18 31 31 CD cord-247554-535cpe5x 79 19 ] ] -RRB- cord-247554-535cpe5x 80 1 -the -the NFP cord-247554-535cpe5x 80 2 available available JJ cord-247554-535cpe5x 80 3 data datum NNS cord-247554-535cpe5x 80 4 driven drive VBN cord-247554-535cpe5x 80 5 variables variable NNS cord-247554-535cpe5x 80 6 were be VBD cord-247554-535cpe5x 80 7 10 10 CD cord-247554-535cpe5x 80 8 . . . cord-247554-535cpe5x 81 1 To to TO cord-247554-535cpe5x 81 2 check check VB cord-247554-535cpe5x 81 3 if if IN cord-247554-535cpe5x 81 4 this this DT cord-247554-535cpe5x 81 5 error error NN cord-247554-535cpe5x 81 6 affects affect VBZ cord-247554-535cpe5x 81 7 the the DT cord-247554-535cpe5x 81 8 inference inference NN cord-247554-535cpe5x 81 9 from from IN cord-247554-535cpe5x 81 10 an an DT cord-247554-535cpe5x 81 11 analysis analysis NN cord-247554-535cpe5x 81 12 , , , cord-247554-535cpe5x 81 13 the the DT cord-247554-535cpe5x 81 14 analysis analysis NN cord-247554-535cpe5x 81 15 was be VBD cord-247554-535cpe5x 81 16 repeated repeat VBN cord-247554-535cpe5x 81 17 several several JJ cord-247554-535cpe5x 81 18 times time NNS cord-247554-535cpe5x 81 19 with with IN cord-247554-535cpe5x 81 20 the the DT cord-247554-535cpe5x 81 21 variables variable NNS cord-247554-535cpe5x 81 22 entered enter VBN cord-247554-535cpe5x 81 23 in in IN cord-247554-535cpe5x 81 24 a a DT cord-247554-535cpe5x 81 25 different different JJ cord-247554-535cpe5x 81 26 order order NN cord-247554-535cpe5x 81 27 [ [ -LRB- cord-247554-535cpe5x 81 28 31 31 CD cord-247554-535cpe5x 81 29 ] ] -RRB- cord-247554-535cpe5x 81 30 . . . cord-247554-535cpe5x 82 1 The the DT cord-247554-535cpe5x 82 2 analysis analysis NN cord-247554-535cpe5x 82 3 resulted result VBD cord-247554-535cpe5x 82 4 in in IN cord-247554-535cpe5x 82 5 changes change NNS cord-247554-535cpe5x 82 6 in in IN cord-247554-535cpe5x 82 7 the the DT cord-247554-535cpe5x 82 8 derived derive VBN cord-247554-535cpe5x 82 9 results result NNS cord-247554-535cpe5x 82 10 when when WRB cord-247554-535cpe5x 82 11 the the DT cord-247554-535cpe5x 82 12 order order NN cord-247554-535cpe5x 82 13 of of IN cord-247554-535cpe5x 82 14 the the DT cord-247554-535cpe5x 82 15 variables variable NNS cord-247554-535cpe5x 82 16 was be VBD cord-247554-535cpe5x 82 17 changed change VBN cord-247554-535cpe5x 82 18 . . . cord-247554-535cpe5x 83 1 The the DT cord-247554-535cpe5x 83 2 analysis analysis NN cord-247554-535cpe5x 83 3 proceeded proceed VBD cord-247554-535cpe5x 83 4 by by IN cord-247554-535cpe5x 83 5 creating create VBG cord-247554-535cpe5x 83 6 a a DT cord-247554-535cpe5x 83 7 new new JJ cord-247554-535cpe5x 83 8 variable variable NN cord-247554-535cpe5x 83 9 that that WDT cord-247554-535cpe5x 83 10 merged merge VBD cord-247554-535cpe5x 83 11 together together RB cord-247554-535cpe5x 83 12 other other JJ cord-247554-535cpe5x 83 13 disease disease NN cord-247554-535cpe5x 83 14 related relate VBN cord-247554-535cpe5x 83 15 variables variable NNS cord-247554-535cpe5x 83 16 : : : cord-247554-535cpe5x 83 17 other other JJ cord-247554-535cpe5x 83 18 diseases disease NNS cord-247554-535cpe5x 83 19 variable= variable= NNP cord-247554-535cpe5x 83 20 ( ( -LRB- cord-247554-535cpe5x 83 21 cvd_death_rate cvd_death_rate VB cord-247554-535cpe5x 83 22 + + CC cord-247554-535cpe5x 83 23 diabetes_prevalence diabetes_prevalence NNP cord-247554-535cpe5x 83 24 ) ) -RRB- cord-247554-535cpe5x 83 25 plus plus CC cord-247554-535cpe5x 83 26 the the DT cord-247554-535cpe5x 83 27 other other JJ cord-247554-535cpe5x 83 28 remaining remain VBG cord-247554-535cpe5x 83 29 eight eight CD cord-247554-535cpe5x 83 30 variables variable NNS cord-247554-535cpe5x 83 31 resulting result VBG cord-247554-535cpe5x 83 32 in in IN cord-247554-535cpe5x 83 33 a a DT cord-247554-535cpe5x 83 34 total total NN cord-247554-535cpe5x 83 35 of of IN cord-247554-535cpe5x 83 36 nine nine CD cord-247554-535cpe5x 83 37 variables variable NNS cord-247554-535cpe5x 83 38 . . . cord-247554-535cpe5x 84 1 There there EX cord-247554-535cpe5x 84 2 is be VBZ cord-247554-535cpe5x 84 3 no no DT cord-247554-535cpe5x 84 4 known know VBN cord-247554-535cpe5x 84 5 statistical statistical JJ cord-247554-535cpe5x 84 6 bias bias NN cord-247554-535cpe5x 84 7 in in IN cord-247554-535cpe5x 84 8 HVP HVP NNP cord-247554-535cpe5x 84 9 when when WRB cord-247554-535cpe5x 84 10 9 9 CD cord-247554-535cpe5x 84 11 or or CC cord-247554-535cpe5x 84 12 fewer few JJR cord-247554-535cpe5x 84 13 variables variable NNS cord-247554-535cpe5x 84 14 are be VBP cord-247554-535cpe5x 84 15 used use VBN cord-247554-535cpe5x 84 16 [ [ -LRB- cord-247554-535cpe5x 84 17 31 31 CD cord-247554-535cpe5x 84 18 ] ] -RRB- cord-247554-535cpe5x 84 19 . . . cord-247554-535cpe5x 85 1 The the DT cord-247554-535cpe5x 85 2 optimal optimal JJ cord-247554-535cpe5x 85 3 data datum NNS cord-247554-535cpe5x 85 4 driven drive VBN cord-247554-535cpe5x 85 5 index index NN cord-247554-535cpe5x 85 6 for for IN cord-247554-535cpe5x 85 7 explaining explain VBG cord-247554-535cpe5x 85 8 new new JJ cord-247554-535cpe5x 85 9 cases case NNS cord-247554-535cpe5x 85 10 per per IN cord-247554-535cpe5x 85 11 million million CD cord-247554-535cpe5x 85 12 from from IN cord-247554-535cpe5x 85 13 the the DT cord-247554-535cpe5x 85 14 ones one NNS cord-247554-535cpe5x 85 15 available available JJ cord-247554-535cpe5x 85 16 regarding regard VBG cord-247554-535cpe5x 85 17 testing testing NN cord-247554-535cpe5x 85 18 was be VBD cord-247554-535cpe5x 85 19 new new JJ cord-247554-535cpe5x 85 20 cases case NNS cord-247554-535cpe5x 85 21 per per IN cord-247554-535cpe5x 85 22 thousand thousand CD cord-247554-535cpe5x 85 23 as as IN cord-247554-535cpe5x 85 24 fitted fit VBN cord-247554-535cpe5x 85 25 by by IN cord-247554-535cpe5x 85 26 LMEs lme NNS cord-247554-535cpe5x 85 27 and and CC cord-247554-535cpe5x 85 28 selected select VBN cord-247554-535cpe5x 85 29 against against IN cord-247554-535cpe5x 85 30 the the DT cord-247554-535cpe5x 85 31 lowest low JJS cord-247554-535cpe5x 85 32 AIC AIC NNP cord-247554-535cpe5x 85 33 value value NN cord-247554-535cpe5x 85 34 ( ( -LRB- cord-247554-535cpe5x 85 35 Table table NN cord-247554-535cpe5x 85 36 2a 2a CD cord-247554-535cpe5x 85 37 ) ) -RRB- cord-247554-535cpe5x 85 38 . . . cord-247554-535cpe5x 86 1 New new JJ cord-247554-535cpe5x 86 2 tests test NNS cord-247554-535cpe5x 86 3 per per IN cord-247554-535cpe5x 86 4 thousand thousand CD cord-247554-535cpe5x 86 5 smoothed smooth VBN cord-247554-535cpe5x 86 6 could could MD cord-247554-535cpe5x 86 7 not not RB cord-247554-535cpe5x 86 8 be be VB cord-247554-535cpe5x 86 9 fitted fit VBN cord-247554-535cpe5x 86 10 as as IN cord-247554-535cpe5x 86 11 the the DT cord-247554-535cpe5x 86 12 LME LME NNP cord-247554-535cpe5x 86 13 did do VBD cord-247554-535cpe5x 86 14 not not RB cord-247554-535cpe5x 86 15 converge converge VB cord-247554-535cpe5x 86 16 ( ( -LRB- cord-247554-535cpe5x 86 17 Table table NN cord-247554-535cpe5x 86 18 2a 2a CD cord-247554-535cpe5x 86 19 ) ) -RRB- cord-247554-535cpe5x 86 20 . . . cord-247554-535cpe5x 87 1 The the DT cord-247554-535cpe5x 87 2 optimal optimal JJ cord-247554-535cpe5x 87 3 data datum NNS cord-247554-535cpe5x 87 4 driven drive VBD cord-247554-535cpe5x 87 5 population population NN cord-247554-535cpe5x 87 6 index index NN cord-247554-535cpe5x 87 7 for for IN cord-247554-535cpe5x 87 8 new new JJ cord-247554-535cpe5x 87 9 cases case NNS cord-247554-535cpe5x 87 10 per per IN cord-247554-535cpe5x 87 11 million million CD cord-247554-535cpe5x 87 12 was be VBD cord-247554-535cpe5x 87 13 population population NN cord-247554-535cpe5x 87 14 density density NN cord-247554-535cpe5x 87 15 ( ( -LRB- cord-247554-535cpe5x 87 16 Table table NN cord-247554-535cpe5x 87 17 2b 2b CD cord-247554-535cpe5x 87 18 ) ) -RRB- cord-247554-535cpe5x 87 19 . . . cord-247554-535cpe5x 88 1 The the DT cord-247554-535cpe5x 88 2 optimal optimal JJ cord-247554-535cpe5x 88 3 data datum NNS cord-247554-535cpe5x 88 4 driven drive VBN cord-247554-535cpe5x 88 5 index index NN cord-247554-535cpe5x 88 6 for for IN cord-247554-535cpe5x 88 7 age age NN cord-247554-535cpe5x 88 8 structure structure NN cord-247554-535cpe5x 88 9 within within IN cord-247554-535cpe5x 88 10 the the DT cord-247554-535cpe5x 88 11 population population NN cord-247554-535cpe5x 88 12 was be VBD cord-247554-535cpe5x 88 13 the the DT cord-247554-535cpe5x 88 14 percentage percentage NN cord-247554-535cpe5x 88 15 of of IN cord-247554-535cpe5x 88 16 the the DT cord-247554-535cpe5x 88 17 population population NN cord-247554-535cpe5x 88 18 within within IN cord-247554-535cpe5x 88 19 each each DT cord-247554-535cpe5x 88 20 country country NN cord-247554-535cpe5x 88 21 aged age VBN cord-247554-535cpe5x 88 22 65 65 CD cord-247554-535cpe5x 88 23 or or CC cord-247554-535cpe5x 88 24 older old JJR cord-247554-535cpe5x 88 25 ( ( -LRB- cord-247554-535cpe5x 88 26 Table table NN cord-247554-535cpe5x 88 27 2c 2c NN cord-247554-535cpe5x 88 28 ) ) -RRB- cord-247554-535cpe5x 88 29 . . . cord-247554-535cpe5x 89 1 The the DT cord-247554-535cpe5x 89 2 optimal optimal JJ cord-247554-535cpe5x 89 3 AIC AIC NNP cord-247554-535cpe5x 89 4 selected select VBD cord-247554-535cpe5x 89 5 LME LME NNP cord-247554-535cpe5x 89 6 regarding regard VBG cord-247554-535cpe5x 89 7 the the DT cord-247554-535cpe5x 89 8 economic economic JJ cord-247554-535cpe5x 89 9 status status NN cord-247554-535cpe5x 89 10 of of IN cord-247554-535cpe5x 89 11 the the DT cord-247554-535cpe5x 89 12 population population NN cord-247554-535cpe5x 89 13 within within IN cord-247554-535cpe5x 89 14 each each DT cord-247554-535cpe5x 89 15 country country NN cord-247554-535cpe5x 89 16 in in IN cord-247554-535cpe5x 89 17 relation relation NN cord-247554-535cpe5x 89 18 to to IN cord-247554-535cpe5x 89 19 new new JJ cord-247554-535cpe5x 89 20 Covid-19 covid-19 JJ cord-247554-535cpe5x 89 21 cases case NNS cord-247554-535cpe5x 89 22 per per IN cord-247554-535cpe5x 89 23 million million CD cord-247554-535cpe5x 89 24 was be VBD cord-247554-535cpe5x 89 25 extreme extreme JJ cord-247554-535cpe5x 89 26 poverty poverty NN cord-247554-535cpe5x 89 27 ( ( -LRB- cord-247554-535cpe5x 89 28 Table table NN cord-247554-535cpe5x 89 29 2d 2d CD cord-247554-535cpe5x 89 30 ) ) -RRB- cord-247554-535cpe5x 89 31 . . . cord-247554-535cpe5x 90 1 Results result NNS cord-247554-535cpe5x 90 2 from from IN cord-247554-535cpe5x 90 3 HVP HVP NNP cord-247554-535cpe5x 90 4 indicated indicate VBD cord-247554-535cpe5x 90 5 that that IN cord-247554-535cpe5x 90 6 total total JJ cord-247554-535cpe5x 90 7 tests test NNS cord-247554-535cpe5x 90 8 per per IN cord-247554-535cpe5x 90 9 thousand thousand CD cord-247554-535cpe5x 90 10 explained explain VBD cord-247554-535cpe5x 90 11 51.6 51.6 CD cord-247554-535cpe5x 90 12 % % NN cord-247554-535cpe5x 90 13 of of IN cord-247554-535cpe5x 90 14 the the DT cord-247554-535cpe5x 90 15 total total JJ cord-247554-535cpe5x 90 16 variance variance NN cord-247554-535cpe5x 90 17 of of IN cord-247554-535cpe5x 90 18 new new JJ cord-247554-535cpe5x 90 19 cases case NNS cord-247554-535cpe5x 90 20 per per IN cord-247554-535cpe5x 90 21 million million CD cord-247554-535cpe5x 90 22 , , , cord-247554-535cpe5x 90 23 while while IN cord-247554-535cpe5x 90 24 governmental governmental JJ cord-247554-535cpe5x 90 25 stringency stringency NN cord-247554-535cpe5x 90 26 index index NN cord-247554-535cpe5x 90 27 explained explain VBD cord-247554-535cpe5x 90 28 15.2 15.2 CD cord-247554-535cpe5x 90 29 % % NN cord-247554-535cpe5x 90 30 ( ( -LRB- cord-247554-535cpe5x 90 31 Fig Fig NNP cord-247554-535cpe5x 90 32 . . NNP cord-247554-535cpe5x 90 33 1 1 CD cord-247554-535cpe5x 90 34 , , , cord-247554-535cpe5x 90 35 Table Table NNP cord-247554-535cpe5x 90 36 3 3 CD cord-247554-535cpe5x 90 37 ) ) -RRB- cord-247554-535cpe5x 90 38 . . . cord-247554-535cpe5x 91 1 Availability availability NN cord-247554-535cpe5x 91 2 of of IN cord-247554-535cpe5x 91 3 hospital hospital NN cord-247554-535cpe5x 91 4 bed bed NN cord-247554-535cpe5x 91 5 per per IN cord-247554-535cpe5x 91 6 100k 100k CD cord-247554-535cpe5x 91 7 inhabitants inhabitant NNS cord-247554-535cpe5x 91 8 explained explain VBD cord-247554-535cpe5x 91 9 9 9 CD cord-247554-535cpe5x 91 10 % % NN cord-247554-535cpe5x 91 11 ( ( -LRB- cord-247554-535cpe5x 91 12 Fig Fig NNP cord-247554-535cpe5x 91 13 . . NNP cord-247554-535cpe5x 91 14 1 1 CD cord-247554-535cpe5x 91 15 , , , cord-247554-535cpe5x 91 16 Table Table NNP cord-247554-535cpe5x 91 17 3 3 CD cord-247554-535cpe5x 91 18 ) ) -RRB- cord-247554-535cpe5x 91 19 . . . cord-247554-535cpe5x 92 1 Extreme extreme JJ cord-247554-535cpe5x 92 2 poverty poverty NN cord-247554-535cpe5x 92 3 explained explain VBD cord-247554-535cpe5x 92 4 8.8 8.8 CD cord-247554-535cpe5x 92 5 % % NN cord-247554-535cpe5x 92 6 of of IN cord-247554-535cpe5x 92 7 the the DT cord-247554-535cpe5x 92 8 total total JJ cord-247554-535cpe5x 92 9 variance variance NN cord-247554-535cpe5x 92 10 of of IN cord-247554-535cpe5x 92 11 new new JJ cord-247554-535cpe5x 92 12 cases case NNS cord-247554-535cpe5x 92 13 per per IN cord-247554-535cpe5x 92 14 million million CD cord-247554-535cpe5x 92 15 , , , cord-247554-535cpe5x 92 16 hand hand NN cord-247554-535cpe5x 92 17 washing washing NN cord-247554-535cpe5x 92 18 facilities facility NNS cord-247554-535cpe5x 92 19 5.3 5.3 CD cord-247554-535cpe5x 92 20 % % NN cord-247554-535cpe5x 92 21 , , , cord-247554-535cpe5x 92 22 the the DT cord-247554-535cpe5x 92 23 fraction fraction NN cord-247554-535cpe5x 92 24 of of IN cord-247554-535cpe5x 92 25 the the DT cord-247554-535cpe5x 92 26 population population NN cord-247554-535cpe5x 92 27 aged age VBN cord-247554-535cpe5x 92 28 65 65 CD cord-247554-535cpe5x 92 29 or or CC cord-247554-535cpe5x 92 30 older old JJR cord-247554-535cpe5x 92 31 explained explain VBD cord-247554-535cpe5x 92 32 3.9 3.9 CD cord-247554-535cpe5x 92 33 % % NN cord-247554-535cpe5x 92 34 , , , cord-247554-535cpe5x 92 35 other other JJ cord-247554-535cpe5x 92 36 disease disease NN cord-247554-535cpe5x 92 37 prevalence prevalence NN cord-247554-535cpe5x 92 38 ( ( -LRB- cord-247554-535cpe5x 92 39 cardiovascular cardiovascular JJ cord-247554-535cpe5x 92 40 diseases disease NNS cord-247554-535cpe5x 92 41 plus plus CC cord-247554-535cpe5x 92 42 diabetes diabetes NN cord-247554-535cpe5x 92 43 ) ) -RRB- cord-247554-535cpe5x 92 44 explained explain VBD cord-247554-535cpe5x 92 45 2.9 2.9 CD cord-247554-535cpe5x 92 46 % % NN cord-247554-535cpe5x 92 47 ( ( -LRB- cord-247554-535cpe5x 92 48 Fig Fig NNP cord-247554-535cpe5x 92 49 . . NNP cord-247554-535cpe5x 92 50 1 1 CD cord-247554-535cpe5x 92 51 , , , cord-247554-535cpe5x 92 52 Table Table NNP cord-247554-535cpe5x 92 53 3 3 CD cord-247554-535cpe5x 92 54 ) ) -RRB- cord-247554-535cpe5x 92 55 . . . cord-247554-535cpe5x 93 1 The the DT cord-247554-535cpe5x 93 2 percentage percentage NN cord-247554-535cpe5x 93 3 of of IN cord-247554-535cpe5x 93 4 smokers smoker NNS cord-247554-535cpe5x 93 5 within within IN cord-247554-535cpe5x 93 6 the the DT cord-247554-535cpe5x 93 7 population population NN cord-247554-535cpe5x 93 8 explained explain VBD cord-247554-535cpe5x 93 9 2.6 2.6 CD cord-247554-535cpe5x 93 10 % % NN cord-247554-535cpe5x 93 11 of of IN cord-247554-535cpe5x 93 12 the the DT cord-247554-535cpe5x 93 13 total total JJ cord-247554-535cpe5x 93 14 variance variance NN cord-247554-535cpe5x 93 15 of of IN cord-247554-535cpe5x 93 16 new new JJ cord-247554-535cpe5x 93 17 Covid-19 covid-19 JJ cord-247554-535cpe5x 93 18 cases case NNS cord-247554-535cpe5x 93 19 per per IN cord-247554-535cpe5x 93 20 million million CD cord-247554-535cpe5x 93 21 , , , cord-247554-535cpe5x 93 22 while while IN cord-247554-535cpe5x 93 23 population population NN cord-247554-535cpe5x 93 24 density density NN cord-247554-535cpe5x 93 25 explained explain VBD cord-247554-535cpe5x 93 26 0.6 0.6 CD cord-247554-535cpe5x 93 27 % % NN cord-247554-535cpe5x 93 28 ( ( -LRB- cord-247554-535cpe5x 93 29 Fig Fig NNP cord-247554-535cpe5x 93 30 . . NNP cord-247554-535cpe5x 93 31 1 1 CD cord-247554-535cpe5x 93 32 , , , cord-247554-535cpe5x 93 33 Table Table NNP cord-247554-535cpe5x 93 34 3 3 CD cord-247554-535cpe5x 93 35 ) ) -RRB- cord-247554-535cpe5x 93 36 . . . cord-247554-535cpe5x 94 1 The the DT cord-247554-535cpe5x 94 2 best good JJS cord-247554-535cpe5x 94 3 model model NN cord-247554-535cpe5x 94 4 fit fit JJ cord-247554-535cpe5x 94 5 regarding regard VBG cord-247554-535cpe5x 94 6 new new JJ cord-247554-535cpe5x 94 7 Covid-19 covid-19 JJ cord-247554-535cpe5x 94 8 cases case NNS cord-247554-535cpe5x 94 9 per per IN cord-247554-535cpe5x 94 10 million million CD cord-247554-535cpe5x 94 11 and and CC cord-247554-535cpe5x 94 12 the the DT cord-247554-535cpe5x 94 13 economic economic JJ cord-247554-535cpe5x 94 14 status status NN cord-247554-535cpe5x 94 15 of of IN cord-247554-535cpe5x 94 16 the the DT cord-247554-535cpe5x 94 17 country country NN cord-247554-535cpe5x 94 18 where where WRB cord-247554-535cpe5x 94 19 the the DT cord-247554-535cpe5x 94 20 new new JJ cord-247554-535cpe5x 94 21 cases case NNS cord-247554-535cpe5x 94 22 are be VBP cord-247554-535cpe5x 94 23 recorded record VBN cord-247554-535cpe5x 94 24 indicated indicate VBN cord-247554-535cpe5x 94 25 that that IN cord-247554-535cpe5x 94 26 extreme extreme JJ cord-247554-535cpe5x 94 27 poverty poverty NN cord-247554-535cpe5x 94 28 was be VBD cord-247554-535cpe5x 94 29 a a DT cord-247554-535cpe5x 94 30 better well JJR cord-247554-535cpe5x 94 31 predictor predictor NN cord-247554-535cpe5x 94 32 of of IN cord-247554-535cpe5x 94 33 new new JJ cord-247554-535cpe5x 94 34 cases case NNS cord-247554-535cpe5x 94 35 than than IN cord-247554-535cpe5x 94 36 gdp gdp NN cord-247554-535cpe5x 94 37 per per IN cord-247554-535cpe5x 94 38 capita capita NN cord-247554-535cpe5x 94 39 . . . cord-247554-535cpe5x 95 1 It -PRON- PRP cord-247554-535cpe5x 95 2 is be VBZ cord-247554-535cpe5x 95 3 thus thus RB cord-247554-535cpe5x 95 4 the the DT cord-247554-535cpe5x 95 5 poorest poor JJS cord-247554-535cpe5x 95 6 individuals individual NNS cord-247554-535cpe5x 95 7 within within IN cord-247554-535cpe5x 95 8 each each DT cord-247554-535cpe5x 95 9 country country NN cord-247554-535cpe5x 95 10 impacted impact VBD cord-247554-535cpe5x 95 11 rather rather RB cord-247554-535cpe5x 95 12 than than IN cord-247554-535cpe5x 95 13 poor poor JJ cord-247554-535cpe5x 95 14 countries country NNS cord-247554-535cpe5x 95 15 . . . cord-247554-535cpe5x 96 1 From from IN cord-247554-535cpe5x 96 2 the the DT cord-247554-535cpe5x 96 3 data datum NNS cord-247554-535cpe5x 96 4 available available JJ cord-247554-535cpe5x 96 5 , , , cord-247554-535cpe5x 96 6 the the DT cord-247554-535cpe5x 96 7 fraction fraction NN cord-247554-535cpe5x 96 8 of of IN cord-247554-535cpe5x 96 9 the the DT cord-247554-535cpe5x 96 10 population population NN cord-247554-535cpe5x 96 11 aged age VBN cord-247554-535cpe5x 96 12 65 65 CD cord-247554-535cpe5x 96 13 or or CC cord-247554-535cpe5x 96 14 older old JJR cord-247554-535cpe5x 96 15 explained explain VBD cord-247554-535cpe5x 96 16 optimally optimally RB cord-247554-535cpe5x 96 17 new new JJ cord-247554-535cpe5x 96 18 cases case NNS cord-247554-535cpe5x 96 19 per per IN cord-247554-535cpe5x 96 20 million million CD cord-247554-535cpe5x 96 21 and and CC cord-247554-535cpe5x 96 22 not not RB cord-247554-535cpe5x 96 23 median median JJ cord-247554-535cpe5x 96 24 population population NN cord-247554-535cpe5x 96 25 age age NN cord-247554-535cpe5x 96 26 . . . cord-247554-535cpe5x 97 1 Total total JJ cord-247554-535cpe5x 97 2 tests test NNS cord-247554-535cpe5x 97 3 per per IN cord-247554-535cpe5x 97 4 thousand thousand CD cord-247554-535cpe5x 97 5 and and CC cord-247554-535cpe5x 97 6 not not RB cord-247554-535cpe5x 97 7 new new JJ cord-247554-535cpe5x 97 8 tests test NNS cord-247554-535cpe5x 97 9 or or CC cord-247554-535cpe5x 97 10 new new JJ cord-247554-535cpe5x 97 11 tests test NNS cord-247554-535cpe5x 98 1 smoothed smooth VBN cord-247554-535cpe5x 98 2 or or CC cord-247554-535cpe5x 98 3 other other JJ cord-247554-535cpe5x 98 4 available available JJ cord-247554-535cpe5x 98 5 indexes index NNS cord-247554-535cpe5x 98 6 is be VBZ cord-247554-535cpe5x 98 7 a a DT cord-247554-535cpe5x 98 8 better well JJR cord-247554-535cpe5x 98 9 predictor predictor NN cord-247554-535cpe5x 98 10 of of IN cord-247554-535cpe5x 98 11 new new JJ cord-247554-535cpe5x 98 12 cases case NNS cord-247554-535cpe5x 98 13 per per IN cord-247554-535cpe5x 98 14 million million CD cord-247554-535cpe5x 98 15 , , , cord-247554-535cpe5x 98 16 perhaps perhaps RB cord-247554-535cpe5x 98 17 unsurprisingly unsurprisingly RB cord-247554-535cpe5x 98 18 as as IN cord-247554-535cpe5x 98 19 the the DT cord-247554-535cpe5x 98 20 number number NN cord-247554-535cpe5x 98 21 of of IN cord-247554-535cpe5x 98 22 new new JJ cord-247554-535cpe5x 98 23 cases case NNS cord-247554-535cpe5x 98 24 is be VBZ cord-247554-535cpe5x 98 25 already already RB cord-247554-535cpe5x 98 26 normalized normalize VBN cord-247554-535cpe5x 98 27 by by IN cord-247554-535cpe5x 98 28 the the DT cord-247554-535cpe5x 98 29 population population NN cord-247554-535cpe5x 98 30 and and CC cord-247554-535cpe5x 98 31 thus thus RB cord-247554-535cpe5x 98 32 the the DT cord-247554-535cpe5x 98 33 number number NN cord-247554-535cpe5x 98 34 of of IN cord-247554-535cpe5x 98 35 tests test NNS cord-247554-535cpe5x 98 36 also also RB cord-247554-535cpe5x 98 37 normalized normalize VBN cord-247554-535cpe5x 98 38 by by IN cord-247554-535cpe5x 98 39 the the DT cord-247554-535cpe5x 98 40 population population NN cord-247554-535cpe5x 98 41 explains explain VBZ cord-247554-535cpe5x 98 42 better well JJR cord-247554-535cpe5x 98 43 the the DT cord-247554-535cpe5x 98 44 pattern pattern NN cord-247554-535cpe5x 98 45 . . . cord-247554-535cpe5x 99 1 The the DT cord-247554-535cpe5x 99 2 latter latter JJ cord-247554-535cpe5x 99 3 also also RB cord-247554-535cpe5x 99 4 applies apply VBZ cord-247554-535cpe5x 99 5 for for IN cord-247554-535cpe5x 99 6 population population NN cord-247554-535cpe5x 99 7 density density NN cord-247554-535cpe5x 99 8 instead instead RB cord-247554-535cpe5x 99 9 of of IN cord-247554-535cpe5x 99 10 total total JJ cord-247554-535cpe5x 99 11 population population NN cord-247554-535cpe5x 99 12 as as IN cord-247554-535cpe5x 99 13 the the DT cord-247554-535cpe5x 99 14 best well RBS cord-247554-535cpe5x 99 15 available available JJ cord-247554-535cpe5x 99 16 predictor predictor NN cord-247554-535cpe5x 99 17 of of IN cord-247554-535cpe5x 99 18 new new JJ cord-247554-535cpe5x 99 19 cases case NNS cord-247554-535cpe5x 99 20 per per IN cord-247554-535cpe5x 99 21 million million CD cord-247554-535cpe5x 99 22 . . . cord-247554-535cpe5x 100 1 Summing sum VBG cord-247554-535cpe5x 100 2 up up RP cord-247554-535cpe5x 100 3 , , , cord-247554-535cpe5x 100 4 from from IN cord-247554-535cpe5x 100 5 the the DT cord-247554-535cpe5x 100 6 data data NN cord-247554-535cpe5x 100 7 - - HYPH cord-247554-535cpe5x 100 8 driven drive VBN cord-247554-535cpe5x 100 9 analysis analysis NN cord-247554-535cpe5x 100 10 it -PRON- PRP cord-247554-535cpe5x 100 11 is be VBZ cord-247554-535cpe5x 100 12 evident evident JJ cord-247554-535cpe5x 100 13 that that IN cord-247554-535cpe5x 100 14 new new JJ cord-247554-535cpe5x 100 15 Covid-19 covid-19 NN cord-247554-535cpe5x 100 16 cases case NNS cord-247554-535cpe5x 100 17 per per IN cord-247554-535cpe5x 100 18 million million CD cord-247554-535cpe5x 100 19 are be VBP cord-247554-535cpe5x 100 20 best well RBS cord-247554-535cpe5x 100 21 explained explain VBN cord-247554-535cpe5x 100 22 by by IN cord-247554-535cpe5x 100 23 extreme extreme JJ cord-247554-535cpe5x 100 24 poverty poverty NN cord-247554-535cpe5x 100 25 prevalence prevalence NN cord-247554-535cpe5x 100 26 within within IN cord-247554-535cpe5x 100 27 each each DT cord-247554-535cpe5x 100 28 country country NN cord-247554-535cpe5x 100 29 as as RB cord-247554-535cpe5x 100 30 well well RB cord-247554-535cpe5x 100 31 as as IN cord-247554-535cpe5x 100 32 by by IN cord-247554-535cpe5x 100 33 the the DT cord-247554-535cpe5x 100 34 fraction fraction NN cord-247554-535cpe5x 100 35 of of IN cord-247554-535cpe5x 100 36 the the DT cord-247554-535cpe5x 100 37 population population NN cord-247554-535cpe5x 100 38 older old JJR cord-247554-535cpe5x 100 39 than than IN cord-247554-535cpe5x 100 40 65 65 CD cord-247554-535cpe5x 100 41 , , , cord-247554-535cpe5x 100 42 thereby thereby RB cord-247554-535cpe5x 100 43 indicating indicate VBG cord-247554-535cpe5x 100 44 association association NN cord-247554-535cpe5x 100 45 of of IN cord-247554-535cpe5x 100 46 the the DT cord-247554-535cpe5x 100 47 spread spread NN cord-247554-535cpe5x 100 48 of of IN cord-247554-535cpe5x 100 49 the the DT cord-247554-535cpe5x 100 50 disease disease NN cord-247554-535cpe5x 100 51 with with IN cord-247554-535cpe5x 100 52 the the DT cord-247554-535cpe5x 100 53 poor poor JJ cord-247554-535cpe5x 100 54 and and CC cord-247554-535cpe5x 100 55 older old JJR cord-247554-535cpe5x 100 56 . . . cord-247554-535cpe5x 101 1 Results result NNS cord-247554-535cpe5x 101 2 from from IN cord-247554-535cpe5x 101 3 variance variance NN cord-247554-535cpe5x 101 4 partitioning partitioning NN cord-247554-535cpe5x 101 5 of of IN cord-247554-535cpe5x 101 6 the the DT cord-247554-535cpe5x 101 7 data data NN cord-247554-535cpe5x 101 8 - - HYPH cord-247554-535cpe5x 101 9 driven drive VBN cord-247554-535cpe5x 101 10 selected select VBN cord-247554-535cpe5x 101 11 9 9 CD cord-247554-535cpe5x 101 12 epidemiological epidemiological JJ cord-247554-535cpe5x 101 13 , , , cord-247554-535cpe5x 101 14 public public JJ cord-247554-535cpe5x 101 15 health health NN cord-247554-535cpe5x 101 16 , , , cord-247554-535cpe5x 101 17 economic economic JJ cord-247554-535cpe5x 101 18 , , , cord-247554-535cpe5x 101 19 and and CC cord-247554-535cpe5x 101 20 governmental governmental JJ cord-247554-535cpe5x 101 21 intervention intervention NN cord-247554-535cpe5x 101 22 variables variable NNS cord-247554-535cpe5x 101 23 explaining explain VBG cord-247554-535cpe5x 101 24 Covid-19 covid-19 VB cord-247554-535cpe5x 101 25 new new JJ cord-247554-535cpe5x 101 26 cases case NNS cord-247554-535cpe5x 101 27 per per IN cord-247554-535cpe5x 101 28 million million CD cord-247554-535cpe5x 101 29 across across IN cord-247554-535cpe5x 101 30 countries country NNS cord-247554-535cpe5x 101 31 through through IN cord-247554-535cpe5x 101 32 time time NN cord-247554-535cpe5x 101 33 , , , cord-247554-535cpe5x 101 34 indicated indicate VBD cord-247554-535cpe5x 101 35 that that IN cord-247554-535cpe5x 101 36 the the DT cord-247554-535cpe5x 101 37 vast vast JJ cord-247554-535cpe5x 101 38 majority majority NN cord-247554-535cpe5x 101 39 of of IN cord-247554-535cpe5x 101 40 new new JJ cord-247554-535cpe5x 101 41 cases case NNS cord-247554-535cpe5x 101 42 per per IN cord-247554-535cpe5x 101 43 million million CD cord-247554-535cpe5x 101 44 are be VBP cord-247554-535cpe5x 101 45 explained explain VBN cord-247554-535cpe5x 101 46 by by IN cord-247554-535cpe5x 101 47 the the DT cord-247554-535cpe5x 101 48 number number NN cord-247554-535cpe5x 101 49 of of IN cord-247554-535cpe5x 101 50 tests test NNS cord-247554-535cpe5x 101 51 conducted conduct VBN cord-247554-535cpe5x 101 52 . . . cord-247554-535cpe5x 102 1 The the DT cord-247554-535cpe5x 102 2 number number NN cord-247554-535cpe5x 102 3 of of IN cord-247554-535cpe5x 102 4 new new JJ cord-247554-535cpe5x 102 5 tests test NNS cord-247554-535cpe5x 102 6 per per IN cord-247554-535cpe5x 102 7 thousand thousand CD cord-247554-535cpe5x 102 8 explains explain VBZ cord-247554-535cpe5x 102 9 over over IN cord-247554-535cpe5x 102 10 50 50 CD cord-247554-535cpe5x 102 11 % % NN cord-247554-535cpe5x 102 12 of of IN cord-247554-535cpe5x 102 13 the the DT cord-247554-535cpe5x 102 14 total total JJ cord-247554-535cpe5x 102 15 variance variance NN cord-247554-535cpe5x 102 16 through through IN cord-247554-535cpe5x 102 17 time time NN cord-247554-535cpe5x 102 18 and and CC cord-247554-535cpe5x 102 19 countries country NNS cord-247554-535cpe5x 102 20 and and CC cord-247554-535cpe5x 102 21 thus thus RB cord-247554-535cpe5x 102 22 the the DT cord-247554-535cpe5x 102 23 message message NN cord-247554-535cpe5x 102 24 regarding regard VBG cord-247554-535cpe5x 102 25 the the DT cord-247554-535cpe5x 102 26 efficacy efficacy NN cord-247554-535cpe5x 102 27 of of IN cord-247554-535cpe5x 102 28 testing testing NN cord-247554-535cpe5x 102 29 against against IN cord-247554-535cpe5x 102 30 Covid-19 covid-19 JJ cord-247554-535cpe5x 102 31 spread spread NN cord-247554-535cpe5x 102 32 is be VBZ cord-247554-535cpe5x 102 33 strong strong JJ cord-247554-535cpe5x 102 34 , , , cord-247554-535cpe5x 102 35 at at IN cord-247554-535cpe5x 102 36 least least JJS cord-247554-535cpe5x 102 37 form form VB cord-247554-535cpe5x 102 38 the the DT cord-247554-535cpe5x 102 39 results result NNS cord-247554-535cpe5x 102 40 derived derive VBN cord-247554-535cpe5x 102 41 here here RB cord-247554-535cpe5x 102 42 . . . cord-247554-535cpe5x 103 1 The the DT cord-247554-535cpe5x 103 2 efficacy efficacy NN cord-247554-535cpe5x 103 3 of of IN cord-247554-535cpe5x 103 4 testing testing NN cord-247554-535cpe5x 103 5 has have VBZ cord-247554-535cpe5x 103 6 been be VBN cord-247554-535cpe5x 103 7 highlighted highlight VBN cord-247554-535cpe5x 103 8 as as IN cord-247554-535cpe5x 103 9 the the DT cord-247554-535cpe5x 103 10 best good JJS cord-247554-535cpe5x 103 11 strategy strategy NN cord-247554-535cpe5x 103 12 against against IN cord-247554-535cpe5x 103 13 other other JJ cord-247554-535cpe5x 103 14 diseases disease NNS cord-247554-535cpe5x 103 15 too too RB cord-247554-535cpe5x 103 16 across across IN cord-247554-535cpe5x 103 17 humans human NNS cord-247554-535cpe5x 103 18 , , , cord-247554-535cpe5x 103 19 agriculture agriculture NN cord-247554-535cpe5x 103 20 , , , cord-247554-535cpe5x 103 21 and and CC cord-247554-535cpe5x 103 22 wildlife wildlife NN cord-247554-535cpe5x 103 23 [ [ -LRB- cord-247554-535cpe5x 103 24 1 1 CD cord-247554-535cpe5x 103 25 , , , cord-247554-535cpe5x 103 26 24 24 CD cord-247554-535cpe5x 103 27 , , , cord-247554-535cpe5x 103 28 32 32 CD cord-247554-535cpe5x 103 29 , , , cord-247554-535cpe5x 103 30 33 33 CD cord-247554-535cpe5x 103 31 ] ] -RRB- cord-247554-535cpe5x 103 32 . . . cord-247554-535cpe5x 104 1 It -PRON- PRP cord-247554-535cpe5x 104 2 therefore therefore RB cord-247554-535cpe5x 104 3 seems seem VBZ cord-247554-535cpe5x 104 4 that that IN cord-247554-535cpe5x 104 5 the the DT cord-247554-535cpe5x 104 6 optimal optimal JJ cord-247554-535cpe5x 104 7 strategies strategy NNS cord-247554-535cpe5x 104 8 against against IN cord-247554-535cpe5x 104 9 Covid-19 covid-19 NN cord-247554-535cpe5x 104 10 spread spread NN cord-247554-535cpe5x 104 11 should should MD cord-247554-535cpe5x 104 12 include include VB cord-247554-535cpe5x 104 13 high high JJ cord-247554-535cpe5x 104 14 number number NN cord-247554-535cpe5x 104 15 of of IN cord-247554-535cpe5x 104 16 tests test NNS cord-247554-535cpe5x 104 17 both both DT cord-247554-535cpe5x 104 18 to to IN cord-247554-535cpe5x 104 19 suspicious suspicious JJ cord-247554-535cpe5x 104 20 cases case NNS cord-247554-535cpe5x 104 21 as as RB cord-247554-535cpe5x 104 22 well well RB cord-247554-535cpe5x 104 23 as as IN cord-247554-535cpe5x 104 24 random random JJ cord-247554-535cpe5x 104 25 population population NN cord-247554-535cpe5x 104 26 testing testing NN cord-247554-535cpe5x 104 27 . . . cord-247554-535cpe5x 105 1 Would Would MD cord-247554-535cpe5x 105 2 increasing increase VBG cord-247554-535cpe5x 105 3 the the DT cord-247554-535cpe5x 105 4 number number NN cord-247554-535cpe5x 105 5 of of IN cord-247554-535cpe5x 105 6 tests test NNS cord-247554-535cpe5x 105 7 result result VBP cord-247554-535cpe5x 105 8 in in IN cord-247554-535cpe5x 105 9 detecting detect VBG cord-247554-535cpe5x 105 10 more more JJR cord-247554-535cpe5x 105 11 Covid-19 covid-19 NN cord-247554-535cpe5x 105 12 cases case NNS cord-247554-535cpe5x 105 13 ? ? . cord-247554-535cpe5x 106 1 Lost lose VBN cord-247554-535cpe5x 106 2 Covid-19 covid-19 NN cord-247554-535cpe5x 106 3 cases case NNS cord-247554-535cpe5x 106 4 are be VBP cord-247554-535cpe5x 106 5 not not RB cord-247554-535cpe5x 106 6 uncommon uncommon JJ cord-247554-535cpe5x 106 7 [ [ -LRB- cord-247554-535cpe5x 106 8 34 34 CD cord-247554-535cpe5x 106 9 , , , cord-247554-535cpe5x 106 10 35 35 CD cord-247554-535cpe5x 106 11 ] ] -RRB- cord-247554-535cpe5x 106 12 . . . cord-247554-535cpe5x 107 1 From from IN cord-247554-535cpe5x 107 2 a a DT cord-247554-535cpe5x 107 3 statistical statistical JJ cord-247554-535cpe5x 107 4 perspective perspective NN cord-247554-535cpe5x 107 5 , , , cord-247554-535cpe5x 107 6 variance variance NN cord-247554-535cpe5x 107 7 partitioning partitioning NN cord-247554-535cpe5x 107 8 does do VBZ cord-247554-535cpe5x 107 9 not not RB cord-247554-535cpe5x 107 10 provide provide VB cord-247554-535cpe5x 107 11 information information NN cord-247554-535cpe5x 107 12 on on IN cord-247554-535cpe5x 107 13 the the DT cord-247554-535cpe5x 107 14 sign sign NN cord-247554-535cpe5x 107 15 of of IN cord-247554-535cpe5x 107 16 the the DT cord-247554-535cpe5x 107 17 effects effect NNS cord-247554-535cpe5x 107 18 ( ( -LRB- cord-247554-535cpe5x 107 19 positive positive JJ cord-247554-535cpe5x 107 20 or or CC cord-247554-535cpe5x 107 21 negative negative JJ cord-247554-535cpe5x 107 22 ) ) -RRB- cord-247554-535cpe5x 108 1 it -PRON- PRP cord-247554-535cpe5x 108 2 simply simply RB cord-247554-535cpe5x 108 3 shows show VBZ cord-247554-535cpe5x 108 4 in in IN cord-247554-535cpe5x 108 5 how how WRB cord-247554-535cpe5x 108 6 many many JJ cord-247554-535cpe5x 108 7 cases case NNS cord-247554-535cpe5x 108 8 this this DT cord-247554-535cpe5x 108 9 variable variable NN cord-247554-535cpe5x 108 10 could could MD cord-247554-535cpe5x 108 11 not not RB cord-247554-535cpe5x 108 12 be be VB cord-247554-535cpe5x 108 13 excluded exclude VBN cord-247554-535cpe5x 108 14 from from IN cord-247554-535cpe5x 108 15 the the DT cord-247554-535cpe5x 108 16 final final JJ cord-247554-535cpe5x 108 17 optimal optimal JJ cord-247554-535cpe5x 108 18 statistical statistical JJ cord-247554-535cpe5x 108 19 model model NN cord-247554-535cpe5x 108 20 in in IN cord-247554-535cpe5x 108 21 explaining explain VBG cord-247554-535cpe5x 108 22 new new JJ cord-247554-535cpe5x 108 23 Covid-19 covid-19 NN cord-247554-535cpe5x 108 24 cases case NNS cord-247554-535cpe5x 108 25 . . . cord-247554-535cpe5x 109 1 The the DT cord-247554-535cpe5x 109 2 slope slope NN cord-247554-535cpe5x 109 3 between between IN cord-247554-535cpe5x 109 4 new new JJ cord-247554-535cpe5x 109 5 tests test NNS cord-247554-535cpe5x 109 6 per per IN cord-247554-535cpe5x 109 7 thousand thousand CD cord-247554-535cpe5x 109 8 inhabitants inhabitant NNS cord-247554-535cpe5x 109 9 and and CC cord-247554-535cpe5x 109 10 new new JJ cord-247554-535cpe5x 109 11 cases case NNS cord-247554-535cpe5x 109 12 per per IN cord-247554-535cpe5x 109 13 million million CD cord-247554-535cpe5x 109 14 vary vary NN cord-247554-535cpe5x 109 15 between between IN cord-247554-535cpe5x 109 16 countries country NNS cord-247554-535cpe5x 109 17 ( ( -LRB- cord-247554-535cpe5x 109 18 Fig Fig NNP cord-247554-535cpe5x 109 19 . . . cord-247554-535cpe5x 109 20 2a 2a CD cord-247554-535cpe5x 109 21 ) ) -RRB- cord-247554-535cpe5x 109 22 . . . cord-247554-535cpe5x 110 1 Indeed indeed RB cord-247554-535cpe5x 110 2 there there EX cord-247554-535cpe5x 110 3 are be VBP cord-247554-535cpe5x 110 4 countries country NNS cord-247554-535cpe5x 110 5 where where WRB cord-247554-535cpe5x 110 6 the the DT cord-247554-535cpe5x 110 7 slope slope NN cord-247554-535cpe5x 110 8 between between IN cord-247554-535cpe5x 110 9 new new JJ cord-247554-535cpe5x 110 10 cases case NNS cord-247554-535cpe5x 110 11 per per IN cord-247554-535cpe5x 110 12 million million CD cord-247554-535cpe5x 110 13 and and CC cord-247554-535cpe5x 110 14 new new JJ cord-247554-535cpe5x 110 15 tests test NNS cord-247554-535cpe5x 110 16 per per IN cord-247554-535cpe5x 110 17 thousand thousand CD cord-247554-535cpe5x 110 18 are be VBP cord-247554-535cpe5x 110 19 positive positive JJ cord-247554-535cpe5x 110 20 indicating indicate VBG cord-247554-535cpe5x 110 21 that that IN cord-247554-535cpe5x 110 22 testing test VBG cord-247554-535cpe5x 110 23 more more JJR cord-247554-535cpe5x 110 24 would would MD cord-247554-535cpe5x 110 25 actually actually RB cord-247554-535cpe5x 110 26 result result VB cord-247554-535cpe5x 110 27 into into IN cord-247554-535cpe5x 110 28 identifying identify VBG cord-247554-535cpe5x 110 29 more more JJR cord-247554-535cpe5x 110 30 cases case NNS cord-247554-535cpe5x 110 31 ( ( -LRB- cord-247554-535cpe5x 110 32 Fig Fig NNP cord-247554-535cpe5x 110 33 . . . cord-247554-535cpe5x 110 34 2a 2a CD cord-247554-535cpe5x 110 35 ) ) -RRB- cord-247554-535cpe5x 110 36 ; ; : cord-247554-535cpe5x 110 37 [ [ -LRB- cord-247554-535cpe5x 110 38 32 32 CD cord-247554-535cpe5x 110 39 ] ] -RRB- cord-247554-535cpe5x 110 40 . . . cord-247554-535cpe5x 111 1 However however RB cord-247554-535cpe5x 111 2 , , , cord-247554-535cpe5x 111 3 there there EX cord-247554-535cpe5x 111 4 are be VBP cord-247554-535cpe5x 111 5 also also RB cord-247554-535cpe5x 111 6 countries country NNS cord-247554-535cpe5x 111 7 with with IN cord-247554-535cpe5x 111 8 a a DT cord-247554-535cpe5x 111 9 negative negative JJ cord-247554-535cpe5x 111 10 slope slope NN cord-247554-535cpe5x 111 11 between between IN cord-247554-535cpe5x 111 12 new new JJ cord-247554-535cpe5x 111 13 tests test NNS cord-247554-535cpe5x 111 14 -new -new : cord-247554-535cpe5x 111 15 cases case NNS cord-247554-535cpe5x 111 16 ' ' POS cord-247554-535cpe5x 111 17 indicating indicate VBG cord-247554-535cpe5x 111 18 that that IN cord-247554-535cpe5x 111 19 testing testing NN cord-247554-535cpe5x 111 20 frequency frequency NN cord-247554-535cpe5x 111 21 is be VBZ cord-247554-535cpe5x 111 22 saturated saturate VBN cord-247554-535cpe5x 111 23 ( ( -LRB- cord-247554-535cpe5x 111 24 Fig Fig NNP cord-247554-535cpe5x 111 25 . . . cord-247554-535cpe5x 111 26 2a 2a CD cord-247554-535cpe5x 111 27 ) ) -RRB- cord-247554-535cpe5x 111 28 . . . cord-247554-535cpe5x 112 1 Overall overall RB cord-247554-535cpe5x 112 2 , , , cord-247554-535cpe5x 112 3 using use VBG cord-247554-535cpe5x 112 4 data datum NNS cord-247554-535cpe5x 112 5 from from IN cord-247554-535cpe5x 112 6 all all DT cord-247554-535cpe5x 112 7 countries country NNS cord-247554-535cpe5x 112 8 and and CC cord-247554-535cpe5x 112 9 time time NN cord-247554-535cpe5x 112 10 steps step NNS cord-247554-535cpe5x 112 11 , , , cord-247554-535cpe5x 112 12 the the DT cord-247554-535cpe5x 112 13 relationship relationship NN cord-247554-535cpe5x 112 14 between between IN cord-247554-535cpe5x 112 15 testing testing NN cord-247554-535cpe5x 112 16 and and CC cord-247554-535cpe5x 112 17 new new JJ cord-247554-535cpe5x 112 18 cases case NNS cord-247554-535cpe5x 112 19 is be VBZ cord-247554-535cpe5x 112 20 positive positive JJ cord-247554-535cpe5x 112 21 indicating indicate VBG cord-247554-535cpe5x 112 22 that that IN cord-247554-535cpe5x 112 23 worldwide worldwide RB cord-247554-535cpe5x 112 24 more more JJR cord-247554-535cpe5x 112 25 tests test NNS cord-247554-535cpe5x 112 26 would would MD cord-247554-535cpe5x 112 27 result result VB cord-247554-535cpe5x 112 28 in in IN cord-247554-535cpe5x 112 29 identifying identify VBG cord-247554-535cpe5x 112 30 higher high JJR cord-247554-535cpe5x 112 31 number number NN cord-247554-535cpe5x 112 32 of of IN cord-247554-535cpe5x 112 33 new new JJ cord-247554-535cpe5x 112 34 cases case NNS cord-247554-535cpe5x 112 35 ( ( -LRB- cord-247554-535cpe5x 112 36 Fig Fig NNP cord-247554-535cpe5x 112 37 . . . cord-247554-535cpe5x 112 38 2b 2b NNP cord-247554-535cpe5x 112 39 ) ) -RRB- cord-247554-535cpe5x 112 40 . . . cord-247554-535cpe5x 113 1 Therefore therefore RB cord-247554-535cpe5x 113 2 the the DT cord-247554-535cpe5x 113 3 efficacy efficacy NN cord-247554-535cpe5x 113 4 of of IN cord-247554-535cpe5x 113 5 testing testing NN cord-247554-535cpe5x 113 6 has have VBZ cord-247554-535cpe5x 113 7 not not RB cord-247554-535cpe5x 113 8 been be VBN cord-247554-535cpe5x 113 9 saturated saturate VBN cord-247554-535cpe5x 113 10 . . . cord-247554-535cpe5x 114 1 The the DT cord-247554-535cpe5x 114 2 second second JJ cord-247554-535cpe5x 114 3 best good JJS cord-247554-535cpe5x 114 4 variable variable NN cord-247554-535cpe5x 114 5 in in IN cord-247554-535cpe5x 114 6 explaining explain VBG cord-247554-535cpe5x 114 7 new new JJ cord-247554-535cpe5x 114 8 Covid-19 covid-19 JJ cord-247554-535cpe5x 114 9 cases case NNS cord-247554-535cpe5x 114 10 per per IN cord-247554-535cpe5x 114 11 million million CD cord-247554-535cpe5x 114 12 was be VBD cord-247554-535cpe5x 114 13 the the DT cord-247554-535cpe5x 114 14 governmental governmental JJ cord-247554-535cpe5x 114 15 stringency stringency NN cord-247554-535cpe5x 114 16 index index NN cord-247554-535cpe5x 114 17 . . . cord-247554-535cpe5x 115 1 The the DT cord-247554-535cpe5x 115 2 governmental governmental JJ cord-247554-535cpe5x 115 3 stringency stringency NN cord-247554-535cpe5x 115 4 index index NN cord-247554-535cpe5x 115 5 contains contain VBZ cord-247554-535cpe5x 115 6 several several JJ cord-247554-535cpe5x 115 7 measures measure NNS cord-247554-535cpe5x 115 8 taken take VBN cord-247554-535cpe5x 115 9 by by IN cord-247554-535cpe5x 115 10 governments government NNS cord-247554-535cpe5x 115 11 including include VBG cord-247554-535cpe5x 115 12 school school NN cord-247554-535cpe5x 115 13 closures closure NNS cord-247554-535cpe5x 115 14 , , , cord-247554-535cpe5x 115 15 national national JJ cord-247554-535cpe5x 115 16 and and CC cord-247554-535cpe5x 115 17 international international JJ cord-247554-535cpe5x 115 18 movement movement NN cord-247554-535cpe5x 115 19 restrictions restriction NNS cord-247554-535cpe5x 115 20 , , , cord-247554-535cpe5x 115 21 public public JJ cord-247554-535cpe5x 115 22 gathering gathering NN cord-247554-535cpe5x 115 23 and and CC cord-247554-535cpe5x 115 24 public public JJ cord-247554-535cpe5x 115 25 events event NNS cord-247554-535cpe5x 115 26 restrictions restriction NNS cord-247554-535cpe5x 115 27 , , , cord-247554-535cpe5x 115 28 exiting exit VBG cord-247554-535cpe5x 115 29 home home NN cord-247554-535cpe5x 115 30 restrictions restriction NNS cord-247554-535cpe5x 115 31 as as RB cord-247554-535cpe5x 115 32 well well RB cord-247554-535cpe5x 115 33 as as IN cord-247554-535cpe5x 115 34 testing test VBG cord-247554-535cpe5x 115 35 policies policy NNS cord-247554-535cpe5x 115 36 and and CC cord-247554-535cpe5x 115 37 financial financial JJ cord-247554-535cpe5x 115 38 measures measure NNS cord-247554-535cpe5x 115 39 [ [ -LRB- cord-247554-535cpe5x 115 40 25 25 CD cord-247554-535cpe5x 115 41 ] ] -RRB- cord-247554-535cpe5x 115 42 . . . cord-247554-535cpe5x 116 1 To to IN cord-247554-535cpe5x 116 2 that that DT cord-247554-535cpe5x 116 3 end end NN cord-247554-535cpe5x 116 4 testing test VBG cord-247554-535cpe5x 116 5 policy policy NN cord-247554-535cpe5x 116 6 is be VBZ cord-247554-535cpe5x 116 7 in in IN cord-247554-535cpe5x 116 8 part part NN cord-247554-535cpe5x 116 9 contained contain VBN cord-247554-535cpe5x 116 10 in in IN cord-247554-535cpe5x 116 11 the the DT cord-247554-535cpe5x 116 12 stringency stringency NN cord-247554-535cpe5x 116 13 index index NN cord-247554-535cpe5x 116 14 as as IN cord-247554-535cpe5x 116 15 a a DT cord-247554-535cpe5x 116 16 weighted weighted JJ cord-247554-535cpe5x 116 17 percentage percentage NN cord-247554-535cpe5x 116 18 of of IN cord-247554-535cpe5x 116 19 the the DT cord-247554-535cpe5x 116 20 overall overall JJ cord-247554-535cpe5x 116 21 index index NN cord-247554-535cpe5x 116 22 . . . cord-247554-535cpe5x 117 1 However however RB cord-247554-535cpe5x 117 2 the the DT cord-247554-535cpe5x 117 3 relationship relationship NN cord-247554-535cpe5x 117 4 between between IN cord-247554-535cpe5x 117 5 stringency stringency NN cord-247554-535cpe5x 117 6 index index NN cord-247554-535cpe5x 117 7 and and CC cord-247554-535cpe5x 117 8 new new JJ cord-247554-535cpe5x 117 9 tests test NNS cord-247554-535cpe5x 117 10 per per IN cord-247554-535cpe5x 117 11 thousand thousand CD cord-247554-535cpe5x 117 12 is be VBZ cord-247554-535cpe5x 117 13 very very RB cord-247554-535cpe5x 117 14 weak weak JJ cord-247554-535cpe5x 117 15 with with IN cord-247554-535cpe5x 117 16 both both DT cord-247554-535cpe5x 117 17 R r NN cord-247554-535cpe5x 117 18 2 2 CD cord-247554-535cpe5x 117 19 and and CC cord-247554-535cpe5x 117 20 slope slope NN cord-247554-535cpe5x 117 21 close close RB cord-247554-535cpe5x 117 22 to to IN cord-247554-535cpe5x 117 23 zero zero CD cord-247554-535cpe5x 117 24 : : : cord-247554-535cpe5x 117 25 linear linear JJ cord-247554-535cpe5x 117 26 regression regression NN cord-247554-535cpe5x 118 1 ( ( -LRB- cord-247554-535cpe5x 118 2 new_tests_per_thousand new_tests_per_thousand NNP cord-247554-535cpe5x 118 3 ) ) -RRB- cord-247554-535cpe5x 118 4 = = NFP cord-247554-535cpe5x 119 1 0.1959 0.1959 CD cord-247554-535cpe5x 119 2 + + SYM cord-247554-535cpe5x 119 3 0.002479 0.002479 CD cord-247554-535cpe5x 119 4 ( ( -LRB- cord-247554-535cpe5x 119 5 stringency_index stringency_index NN cord-247554-535cpe5x 119 6 ) ) -RRB- cord-247554-535cpe5x 119 7 , , , cord-247554-535cpe5x 119 8 S S NNP cord-247554-535cpe5x 119 9 = = SYM cord-247554-535cpe5x 119 10 0.597 0.597 CD cord-247554-535cpe5x 119 11 , , , cord-247554-535cpe5x 119 12 R r NN cord-247554-535cpe5x 119 13 2 2 CD cord-247554-535cpe5x 119 14 = = SYM cord-247554-535cpe5x 119 15 1.1 1.1 CD cord-247554-535cpe5x 119 16 % % NN cord-247554-535cpe5x 119 17 , , , cord-247554-535cpe5x 119 18 P<0.001 P<0.001 NNP cord-247554-535cpe5x 119 19 . . . cord-247554-535cpe5x 120 1 Therefore therefore RB cord-247554-535cpe5x 120 2 of of IN cord-247554-535cpe5x 120 3 the the DT cord-247554-535cpe5x 120 4 available available JJ cord-247554-535cpe5x 120 5 governmental governmental JJ cord-247554-535cpe5x 120 6 measures measure NNS cord-247554-535cpe5x 120 7 summarized summarize VBN cord-247554-535cpe5x 120 8 in in IN cord-247554-535cpe5x 120 9 the the DT cord-247554-535cpe5x 120 10 stringency stringency NN cord-247554-535cpe5x 120 11 index index NN cord-247554-535cpe5x 120 12 , , , cord-247554-535cpe5x 120 13 testing testing NN cord-247554-535cpe5x 120 14 frequency frequency NN cord-247554-535cpe5x 120 15 can can MD cord-247554-535cpe5x 120 16 be be VB cord-247554-535cpe5x 120 17 treated treat VBN cord-247554-535cpe5x 120 18 independently independently RB cord-247554-535cpe5x 120 19 . . . cord-247554-535cpe5x 121 1 In in IN cord-247554-535cpe5x 121 2 general general JJ cord-247554-535cpe5x 121 3 , , , cord-247554-535cpe5x 121 4 countries country NNS cord-247554-535cpe5x 121 5 increased increase VBD cord-247554-535cpe5x 121 6 their -PRON- PRP$ cord-247554-535cpe5x 121 7 level level NN cord-247554-535cpe5x 121 8 of of IN cord-247554-535cpe5x 121 9 stringency stringency NN cord-247554-535cpe5x 121 10 as as IN cord-247554-535cpe5x 121 11 their -PRON- PRP$ cord-247554-535cpe5x 121 12 number number NN cord-247554-535cpe5x 121 13 of of IN cord-247554-535cpe5x 121 14 confirmed confirm VBN cord-247554-535cpe5x 121 15 COVID-19 covid-19 CD cord-247554-535cpe5x 121 16 cases case NNS cord-247554-535cpe5x 121 17 raised raise VBN cord-247554-535cpe5x 121 18 , , , cord-247554-535cpe5x 121 19 however however RB cord-247554-535cpe5x 121 20 there there EX cord-247554-535cpe5x 121 21 is be VBZ cord-247554-535cpe5x 121 22 significant significant JJ cord-247554-535cpe5x 121 23 variation variation NN cord-247554-535cpe5x 121 24 in in IN cord-247554-535cpe5x 121 25 the the DT cord-247554-535cpe5x 121 26 rate rate NN cord-247554-535cpe5x 121 27 and and CC cord-247554-535cpe5x 121 28 timing timing NN cord-247554-535cpe5x 121 29 of of IN cord-247554-535cpe5x 121 30 this this DT cord-247554-535cpe5x 121 31 relationship relationship NN cord-247554-535cpe5x 121 32 [ [ -LRB- cord-247554-535cpe5x 121 33 25 25 CD cord-247554-535cpe5x 121 34 ] ] -RRB- cord-247554-535cpe5x 121 35 . . . cord-247554-535cpe5x 122 1 Another another DT cord-247554-535cpe5x 122 2 study study NN cord-247554-535cpe5x 122 3 indicated indicate VBD cord-247554-535cpe5x 122 4 that that IN cord-247554-535cpe5x 122 5 in in IN cord-247554-535cpe5x 122 6 the the DT cord-247554-535cpe5x 122 7 early early JJ cord-247554-535cpe5x 122 8 and and CC cord-247554-535cpe5x 122 9 accelerating accelerate VBG cord-247554-535cpe5x 122 10 stages stage NNS cord-247554-535cpe5x 122 11 of of IN cord-247554-535cpe5x 122 12 the the DT cord-247554-535cpe5x 122 13 pandemic pandemic NN cord-247554-535cpe5x 122 14 , , , cord-247554-535cpe5x 122 15 many many JJ cord-247554-535cpe5x 122 16 citizens citizen NNS cord-247554-535cpe5x 122 17 across across IN cord-247554-535cpe5x 122 18 58 58 CD cord-247554-535cpe5x 122 19 countries country NNS cord-247554-535cpe5x 122 20 viewed view VBD cord-247554-535cpe5x 122 21 their -PRON- PRP$ cord-247554-535cpe5x 122 22 governments government NNS cord-247554-535cpe5x 122 23 ' ' POS cord-247554-535cpe5x 122 24 response response NN cord-247554-535cpe5x 122 25 as as IN cord-247554-535cpe5x 122 26 insufficient insufficient JJ cord-247554-535cpe5x 122 27 [ [ -LRB- cord-247554-535cpe5x 122 28 36 36 CD cord-247554-535cpe5x 122 29 ] ] -RRB- cord-247554-535cpe5x 122 30 . . . cord-247554-535cpe5x 123 1 In in IN cord-247554-535cpe5x 123 2 general general JJ cord-247554-535cpe5x 123 3 the the DT cord-247554-535cpe5x 123 4 status status NN cord-247554-535cpe5x 123 5 of of IN cord-247554-535cpe5x 123 6 the the DT cord-247554-535cpe5x 123 7 infection infection NN cord-247554-535cpe5x 123 8 spread spread NN cord-247554-535cpe5x 123 9 and and CC cord-247554-535cpe5x 123 10 policy policy NN cord-247554-535cpe5x 123 11 implementation implementation NN cord-247554-535cpe5x 123 12 influence influence NN cord-247554-535cpe5x 123 13 restrictions restriction NNS cord-247554-535cpe5x 123 14 uniformly uniformly RB cord-247554-535cpe5x 123 15 across across IN cord-247554-535cpe5x 123 16 every every DT cord-247554-535cpe5x 123 17 countries country NNS cord-247554-535cpe5x 123 18 [ [ -LRB- cord-247554-535cpe5x 123 19 37 37 CD cord-247554-535cpe5x 123 20 ] ] -RRB- cord-247554-535cpe5x 123 21 . . . cord-247554-535cpe5x 124 1 Given give VBN cord-247554-535cpe5x 124 2 the the DT cord-247554-535cpe5x 124 3 overall overall JJ cord-247554-535cpe5x 124 4 large large JJ cord-247554-535cpe5x 124 5 effect effect NN cord-247554-535cpe5x 124 6 of of IN cord-247554-535cpe5x 124 7 testing testing NN cord-247554-535cpe5x 124 8 on on IN cord-247554-535cpe5x 124 9 new new JJ cord-247554-535cpe5x 124 10 cases case NNS cord-247554-535cpe5x 124 11 , , , cord-247554-535cpe5x 124 12 it -PRON- PRP cord-247554-535cpe5x 124 13 has have VBZ cord-247554-535cpe5x 124 14 been be VBN cord-247554-535cpe5x 124 15 investigated investigate VBN cord-247554-535cpe5x 124 16 whether whether IN cord-247554-535cpe5x 124 17 there there EX cord-247554-535cpe5x 124 18 exists exist VBZ cord-247554-535cpe5x 124 19 a a DT cord-247554-535cpe5x 124 20 testing testing NN cord-247554-535cpe5x 124 21 frequency frequency NN cord-247554-535cpe5x 124 22 for for IN cord-247554-535cpe5x 124 23 Covid-19 covid-19 NN cord-247554-535cpe5x 124 24 such such JJ cord-247554-535cpe5x 124 25 that that IN cord-247554-535cpe5x 124 26 the the DT cord-247554-535cpe5x 124 27 shutdown shutdown NN cord-247554-535cpe5x 124 28 could could MD cord-247554-535cpe5x 124 29 have have VB cord-247554-535cpe5x 124 30 been be VBN cord-247554-535cpe5x 124 31 avoided avoid VBN cord-247554-535cpe5x 124 32 [ [ -LRB- cord-247554-535cpe5x 124 33 38 38 CD cord-247554-535cpe5x 124 34 ] ] -RRB- cord-247554-535cpe5x 124 35 . . . cord-247554-535cpe5x 125 1 The the DT cord-247554-535cpe5x 125 2 study study NN cord-247554-535cpe5x 125 3 concluded conclude VBD cord-247554-535cpe5x 125 4 that that IN cord-247554-535cpe5x 125 5 indeed indeed RB cord-247554-535cpe5x 125 6 there there EX cord-247554-535cpe5x 125 7 is be VBZ cord-247554-535cpe5x 125 8 an an DT cord-247554-535cpe5x 125 9 optimal optimal JJ cord-247554-535cpe5x 125 10 testing testing NN cord-247554-535cpe5x 125 11 frequency frequency NN cord-247554-535cpe5x 125 12 such such JJ cord-247554-535cpe5x 125 13 that that DT cord-247554-535cpe5x 125 14 lockdown lockdown NN cord-247554-535cpe5x 125 15 and and CC cord-247554-535cpe5x 125 16 thus thus RB cord-247554-535cpe5x 125 17 governmental governmental JJ cord-247554-535cpe5x 125 18 stringency stringency NN cord-247554-535cpe5x 125 19 may may MD cord-247554-535cpe5x 125 20 not not RB cord-247554-535cpe5x 125 21 be be VB cord-247554-535cpe5x 125 22 deemed deem VBN cord-247554-535cpe5x 125 23 necessary necessary JJ cord-247554-535cpe5x 125 24 [ [ -LRB- cord-247554-535cpe5x 125 25 38 38 CD cord-247554-535cpe5x 125 26 ] ] -RRB- cord-247554-535cpe5x 125 27 . . . cord-247554-535cpe5x 126 1 The the DT cord-247554-535cpe5x 126 2 test test NN cord-247554-535cpe5x 126 3 against against IN cord-247554-535cpe5x 126 4 Covid-19 Covid-19 NNP cord-247554-535cpe5x 126 5 is be VBZ cord-247554-535cpe5x 126 6 known know VBN cord-247554-535cpe5x 126 7 to to TO cord-247554-535cpe5x 126 8 be be VB cord-247554-535cpe5x 126 9 imperfect imperfect JJ cord-247554-535cpe5x 126 10 but but CC cord-247554-535cpe5x 126 11 not not RB cord-247554-535cpe5x 126 12 precisely precisely RB cord-247554-535cpe5x 126 13 known know VBN cord-247554-535cpe5x 126 14 [ [ -LRB- cord-247554-535cpe5x 126 15 39 39 CD cord-247554-535cpe5x 126 16 ] ] -RRB- cord-247554-535cpe5x 126 17 and and CC cord-247554-535cpe5x 126 18 testing test VBG cord-247554-535cpe5x 126 19 strategies strategy NNS cord-247554-535cpe5x 126 20 to to TO cord-247554-535cpe5x 126 21 surmount surmount VB cord-247554-535cpe5x 126 22 this this DT cord-247554-535cpe5x 126 23 problem problem NN cord-247554-535cpe5x 126 24 have have VBP cord-247554-535cpe5x 126 25 been be VBN cord-247554-535cpe5x 126 26 proposed propose VBN cord-247554-535cpe5x 126 27 [ [ -LRB- cord-247554-535cpe5x 126 28 40 40 CD cord-247554-535cpe5x 126 29 ] ] -RRB- cord-247554-535cpe5x 126 30 . . . cord-247554-535cpe5x 127 1 The the DT cord-247554-535cpe5x 127 2 availability availability NN cord-247554-535cpe5x 127 3 of of IN cord-247554-535cpe5x 127 4 hospital hospital NN cord-247554-535cpe5x 127 5 beds bed NNS cord-247554-535cpe5x 127 6 per per IN cord-247554-535cpe5x 127 7 100k 100k CD cord-247554-535cpe5x 127 8 inhabitants inhabitant NNS cord-247554-535cpe5x 127 9 , , , cord-247554-535cpe5x 127 10 hand hand NN cord-247554-535cpe5x 127 11 washing washing NN cord-247554-535cpe5x 127 12 facilities facility NNS cord-247554-535cpe5x 127 13 , , , cord-247554-535cpe5x 127 14 the the DT cord-247554-535cpe5x 127 15 effect effect NN cord-247554-535cpe5x 127 16 of of IN cord-247554-535cpe5x 127 17 Covid-19 covid-19 NN cord-247554-535cpe5x 127 18 in in IN cord-247554-535cpe5x 127 19 the the DT cord-247554-535cpe5x 127 20 older old JJR cord-247554-535cpe5x 127 21 people people NNS cord-247554-535cpe5x 127 22 as as RB cord-247554-535cpe5x 127 23 well well RB cord-247554-535cpe5x 127 24 as as IN cord-247554-535cpe5x 127 25 prevalence prevalence NN cord-247554-535cpe5x 127 26 of of IN cord-247554-535cpe5x 127 27 other other JJ cord-247554-535cpe5x 127 28 diseases disease NNS cord-247554-535cpe5x 127 29 and and CC cord-247554-535cpe5x 127 30 smokers smoker NNS cord-247554-535cpe5x 127 31 have have VBP cord-247554-535cpe5x 127 32 been be VBN cord-247554-535cpe5x 127 33 highlighted highlight VBN cord-247554-535cpe5x 127 34 [ [ -LRB- cord-247554-535cpe5x 127 35 19 19 CD cord-247554-535cpe5x 127 36 , , , cord-247554-535cpe5x 127 37 41 41 CD cord-247554-535cpe5x 127 38 , , , cord-247554-535cpe5x 127 39 42 42 CD cord-247554-535cpe5x 127 40 ] ] -RRB- cord-247554-535cpe5x 127 41 and and CC cord-247554-535cpe5x 127 42 this this DT cord-247554-535cpe5x 127 43 study study NN cord-247554-535cpe5x 127 44 confirms confirm VBZ cord-247554-535cpe5x 127 45 their -PRON- PRP$ cord-247554-535cpe5x 127 46 importance importance NN cord-247554-535cpe5x 127 47 . . . cord-247554-535cpe5x 128 1 Environmental environmental JJ cord-247554-535cpe5x 128 2 factors factor NNS cord-247554-535cpe5x 128 3 have have VBP cord-247554-535cpe5x 128 4 also also RB cord-247554-535cpe5x 128 5 been be VBN cord-247554-535cpe5x 128 6 reported report VBN cord-247554-535cpe5x 128 7 to to TO cord-247554-535cpe5x 128 8 play play VB cord-247554-535cpe5x 128 9 an an DT cord-247554-535cpe5x 128 10 important important JJ cord-247554-535cpe5x 128 11 role role NN cord-247554-535cpe5x 128 12 in in IN cord-247554-535cpe5x 128 13 Covid-19 covid-19 NN cord-247554-535cpe5x 128 14 dynamics dynamic NNS cord-247554-535cpe5x 128 15 [ [ -LRB- cord-247554-535cpe5x 128 16 43 43 CD cord-247554-535cpe5x 128 17 ] ] -RRB- cord-247554-535cpe5x 129 1 however however RB cord-247554-535cpe5x 129 2 this this DT cord-247554-535cpe5x 129 3 study study NN cord-247554-535cpe5x 129 4 did do VBD cord-247554-535cpe5x 129 5 not not RB cord-247554-535cpe5x 129 6 explore explore VB cord-247554-535cpe5x 129 7 their -PRON- PRP$ cord-247554-535cpe5x 129 8 relative relative JJ cord-247554-535cpe5x 129 9 contribution contribution NN cord-247554-535cpe5x 129 10 . . . cord-247554-535cpe5x 130 1 Table table NN cord-247554-535cpe5x 130 2 2 2 CD cord-247554-535cpe5x 130 3 . . . cord-247554-535cpe5x 131 1 Data datum NNS cord-247554-535cpe5x 131 2 driven drive VBN cord-247554-535cpe5x 131 3 variable variable JJ cord-247554-535cpe5x 131 4 selection selection NN cord-247554-535cpe5x 131 5 in in IN cord-247554-535cpe5x 131 6 cases case NNS cord-247554-535cpe5x 131 7 where where WRB cord-247554-535cpe5x 131 8 several several JJ cord-247554-535cpe5x 131 9 candidate candidate NN cord-247554-535cpe5x 131 10 variables variable NNS cord-247554-535cpe5x 131 11 were be VBD cord-247554-535cpe5x 131 12 available available JJ cord-247554-535cpe5x 131 13 . . . cord-247554-535cpe5x 132 1 Variable variable JJ cord-247554-535cpe5x 132 2 selection selection NN cord-247554-535cpe5x 132 3 was be VBD cord-247554-535cpe5x 132 4 conducted conduct VBN cord-247554-535cpe5x 132 5 by by IN cord-247554-535cpe5x 132 6 fitting fit VBG cord-247554-535cpe5x 132 7 LMEs lme NNS cord-247554-535cpe5x 132 8 with with IN cord-247554-535cpe5x 132 9 new new JJ cord-247554-535cpe5x 132 10 Covid-19 covid-19 JJ cord-247554-535cpe5x 132 11 cases case NNS cord-247554-535cpe5x 132 12 per per IN cord-247554-535cpe5x 132 13 million million CD cord-247554-535cpe5x 132 14 as as RB cord-247554-535cpe5x 132 15 dependent dependent JJ cord-247554-535cpe5x 132 16 variable variable NN cord-247554-535cpe5x 132 17 and and CC cord-247554-535cpe5x 132 18 the the DT cord-247554-535cpe5x 132 19 candidate candidate NN cord-247554-535cpe5x 132 20 explanatory explanatory JJ cord-247554-535cpe5x 132 21 variables variable NNS cord-247554-535cpe5x 132 22 as as IN cord-247554-535cpe5x 132 23 single single JJ cord-247554-535cpe5x 132 24 fixed fixed JJ cord-247554-535cpe5x 132 25 effect effect NN cord-247554-535cpe5x 132 26 variables variable NNS cord-247554-535cpe5x 132 27 and and CC cord-247554-535cpe5x 132 28 the the DT cord-247554-535cpe5x 132 29 variance variance NN cord-247554-535cpe5x 132 30 introduced introduce VBD cord-247554-535cpe5x 132 31 time time NN cord-247554-535cpe5x 132 32 nested nest VBN cord-247554-535cpe5x 132 33 within within IN cord-247554-535cpe5x 132 34 the the DT cord-247554-535cpe5x 132 35 variance variance NN cord-247554-535cpe5x 132 36 of of IN cord-247554-535cpe5x 132 37 countries country NNS cord-247554-535cpe5x 132 38 as as IN cord-247554-535cpe5x 132 39 random random JJ cord-247554-535cpe5x 132 40 effects effect NNS cord-247554-535cpe5x 132 41 . . . cord-247554-535cpe5x 133 1 Models model NNS cord-247554-535cpe5x 133 2 were be VBD cord-247554-535cpe5x 133 3 fitted fit VBN cord-247554-535cpe5x 133 4 with with IN cord-247554-535cpe5x 133 5 ML ML NNP cord-247554-535cpe5x 133 6 to to TO cord-247554-535cpe5x 133 7 allow allow VB cord-247554-535cpe5x 133 8 comparisons comparison NNS cord-247554-535cpe5x 133 9 between between IN cord-247554-535cpe5x 133 10 LMEs lme NNS cord-247554-535cpe5x 133 11 fitted fit VBN cord-247554-535cpe5x 133 12 with with IN cord-247554-535cpe5x 133 13 different different JJ cord-247554-535cpe5x 133 14 fixed fix VBN cord-247554-535cpe5x 133 15 effects effect NNS cord-247554-535cpe5x 133 16 . . . cord-247554-535cpe5x 134 1 The the DT cord-247554-535cpe5x 134 2 optimal optimal JJ cord-247554-535cpe5x 134 3 model model NN cord-247554-535cpe5x 134 4 is be VBZ cord-247554-535cpe5x 134 5 bolded bolde VBN cord-247554-535cpe5x 134 6 and and CC cord-247554-535cpe5x 134 7 italicized italicize VBN cord-247554-535cpe5x 134 8 in in IN cord-247554-535cpe5x 134 9 each each DT cord-247554-535cpe5x 134 10 case case NN cord-247554-535cpe5x 134 11 . . . cord-247554-535cpe5x 134 12 _SP cord-247554-535cpe5x 135 1 Abrupt abrupt JJ cord-247554-535cpe5x 135 2 events event NNS cord-247554-535cpe5x 135 3 and and CC cord-247554-535cpe5x 135 4 population population NN cord-247554-535cpe5x 135 5 synchrony synchrony NN cord-247554-535cpe5x 135 6 in in IN cord-247554-535cpe5x 135 7 the the DT cord-247554-535cpe5x 135 8 dynamics dynamic NNS cord-247554-535cpe5x 135 9 of of IN cord-247554-535cpe5x 135 10 Bovine bovine JJ cord-247554-535cpe5x 135 11 Tuberculosis Tuberculosis NNP cord-247554-535cpe5x 135 12 Synchrony Synchrony NNP cord-247554-535cpe5x 135 13 , , , cord-247554-535cpe5x 135 14 waves wave NNS cord-247554-535cpe5x 135 15 , , , cord-247554-535cpe5x 135 16 and and CC cord-247554-535cpe5x 135 17 spatial spatial JJ cord-247554-535cpe5x 135 18 hierarchies hierarchy NNS cord-247554-535cpe5x 135 19 in in IN cord-247554-535cpe5x 135 20 the the DT cord-247554-535cpe5x 135 21 spread spread NN cord-247554-535cpe5x 135 22 of of IN cord-247554-535cpe5x 135 23 influenza influenza NN cord-247554-535cpe5x 135 24 Interdisciplinary Interdisciplinary NNP cord-247554-535cpe5x 135 25 Public Public NNP cord-247554-535cpe5x 135 26 Health Health NNP cord-247554-535cpe5x 135 27 Reasoning Reasoning NNP cord-247554-535cpe5x 135 28 and and CC cord-247554-535cpe5x 135 29 Epidemic epidemic NN cord-247554-535cpe5x 135 30 Modelling Modelling NNP cord-247554-535cpe5x 135 31 : : : cord-247554-535cpe5x 135 32 The the DT cord-247554-535cpe5x 135 33 Case Case NNP cord-247554-535cpe5x 135 34 of of IN cord-247554-535cpe5x 135 35 Black Black NNP cord-247554-535cpe5x 135 36 Death death NN cord-247554-535cpe5x 135 37 : : : cord-247554-535cpe5x 135 38 The the DT cord-247554-535cpe5x 135 39 Case Case NNP cord-247554-535cpe5x 135 40 of of IN cord-247554-535cpe5x 135 41 Black Black NNP cord-247554-535cpe5x 135 42 Death Death NNP cord-247554-535cpe5x 135 43 World World NNP cord-247554-535cpe5x 135 44 Health Health NNP cord-247554-535cpe5x 135 45 Organization Organization NNP cord-247554-535cpe5x 135 46 . . . cord-247554-535cpe5x 136 1 Director Director NNP cord-247554-535cpe5x 136 2 - - HYPH cord-247554-535cpe5x 136 3 General General NNP cord-247554-535cpe5x 136 4 's 's POS cord-247554-535cpe5x 136 5 opening opening NN cord-247554-535cpe5x 136 6 remarks remark NNS cord-247554-535cpe5x 136 7 at at IN cord-247554-535cpe5x 136 8 the the DT cord-247554-535cpe5x 136 9 media medium NNS cord-247554-535cpe5x 136 10 briefing briefing NN cord-247554-535cpe5x 136 11 on on IN cord-247554-535cpe5x 136 12 COVID-19 COVID-19 NNP cord-247554-535cpe5x 136 13 - - HYPH cord-247554-535cpe5x 136 14 11 11 CD cord-247554-535cpe5x 136 15 No no DT cord-247554-535cpe5x 136 16 evidence evidence NN cord-247554-535cpe5x 136 17 of of IN cord-247554-535cpe5x 136 18 rapid rapid JJ cord-247554-535cpe5x 136 19 antiviral antiviral JJ cord-247554-535cpe5x 136 20 clearance clearance NN cord-247554-535cpe5x 136 21 or or CC cord-247554-535cpe5x 136 22 clinical clinical JJ cord-247554-535cpe5x 136 23 benefit benefit NN cord-247554-535cpe5x 136 24 with with IN cord-247554-535cpe5x 136 25 the the DT cord-247554-535cpe5x 136 26 combination combination NN cord-247554-535cpe5x 136 27 of of IN cord-247554-535cpe5x 136 28 hydroxychloroquine hydroxychloroquine NN cord-247554-535cpe5x 136 29 and and CC cord-247554-535cpe5x 136 30 azithromycin azithromycin NNP cord-247554-535cpe5x 136 31 in in IN cord-247554-535cpe5x 136 32 patients patient NNS cord-247554-535cpe5x 136 33 with with IN cord-247554-535cpe5x 136 34 severe severe JJ cord-247554-535cpe5x 136 35 COVID-19 covid-19 JJ cord-247554-535cpe5x 136 36 infection infection NN cord-247554-535cpe5x 136 37 Ethical ethical JJ cord-247554-535cpe5x 136 38 and and CC cord-247554-535cpe5x 136 39 legal legal JJ cord-247554-535cpe5x 136 40 considerations consideration NNS cord-247554-535cpe5x 136 41 in in IN cord-247554-535cpe5x 136 42 mitigating mitigate VBG cord-247554-535cpe5x 136 43 pandemic pandemic NN cord-247554-535cpe5x 136 44 disease disease NN cord-247554-535cpe5x 136 45 : : : cord-247554-535cpe5x 136 46 workshop workshop NN cord-247554-535cpe5x 136 47 summary summary NN cord-247554-535cpe5x 136 48 Growth Growth NNP cord-247554-535cpe5x 136 49 Rate Rate NNP cord-247554-535cpe5x 136 50 and and CC cord-247554-535cpe5x 136 51 Acceleration Acceleration NNP cord-247554-535cpe5x 136 52 Analysis Analysis NNP cord-247554-535cpe5x 136 53 of of IN cord-247554-535cpe5x 136 54 the the DT cord-247554-535cpe5x 136 55 COVID-19 COVID-19 NNP cord-247554-535cpe5x 136 56 Pandemic Pandemic NNP cord-247554-535cpe5x 136 57 Reveals reveal VBZ cord-247554-535cpe5x 136 58 the the DT cord-247554-535cpe5x 136 59 Effect Effect NNP cord-247554-535cpe5x 136 60 of of IN cord-247554-535cpe5x 136 61 Public Public NNP cord-247554-535cpe5x 136 62 Health Health NNP cord-247554-535cpe5x 136 63 Measures Measures NNPS cord-247554-535cpe5x 136 64 in in IN cord-247554-535cpe5x 136 65 Real real JJ cord-247554-535cpe5x 136 66 Time Time NNP cord-247554-535cpe5x 136 67 New New NNP cord-247554-535cpe5x 136 68 Insights Insights NNPS cord-247554-535cpe5x 136 69 of of IN cord-247554-535cpe5x 136 70 Emerging Emerging NNP cord-247554-535cpe5x 136 71 SARS SARS NNP cord-247554-535cpe5x 136 72 - - HYPH cord-247554-535cpe5x 136 73 CoV-2 CoV-2 NNP cord-247554-535cpe5x 136 74 : : : cord-247554-535cpe5x 136 75 Epidemiology epidemiology NN cord-247554-535cpe5x 136 76 , , , cord-247554-535cpe5x 136 77 Etiology etiology NN cord-247554-535cpe5x 136 78 , , , cord-247554-535cpe5x 136 79 Clinical Clinical NNP cord-247554-535cpe5x 136 80 Features Features NNPS cord-247554-535cpe5x 136 81 , , , cord-247554-535cpe5x 136 82 Clinical Clinical NNP cord-247554-535cpe5x 136 83 Treatment Treatment NNP cord-247554-535cpe5x 136 84 , , , cord-247554-535cpe5x 136 85 and and CC cord-247554-535cpe5x 136 86 Prevention Prevention NNP cord-247554-535cpe5x 136 87 Effect Effect NNP cord-247554-535cpe5x 136 88 of of IN cord-247554-535cpe5x 136 89 non non JJ cord-247554-535cpe5x 136 90 - - JJ cord-247554-535cpe5x 136 91 pharmaceutical pharmaceutical JJ cord-247554-535cpe5x 136 92 interventions intervention NNS cord-247554-535cpe5x 136 93 to to TO cord-247554-535cpe5x 136 94 contain contain VB cord-247554-535cpe5x 136 95 COVID-19 COVID-19 NNP cord-247554-535cpe5x 136 96 in in IN cord-247554-535cpe5x 136 97 China China NNP cord-247554-535cpe5x 136 98 . . . cord-247554-535cpe5x 137 1 2020 2020 CD cord-247554-535cpe5x 137 2 . . . cord-247554-535cpe5x 138 1 10 10 CD cord-247554-535cpe5x 138 2 . . . cord-247554-535cpe5x 139 1 Little little JJ cord-247554-535cpe5x 139 2 Introduction introduction NN cord-247554-535cpe5x 139 3 to to IN cord-247554-535cpe5x 139 4 machine machine NN cord-247554-535cpe5x 139 5 learning learn VBG cord-247554-535cpe5x 139 6 with with IN cord-247554-535cpe5x 139 7 applications application NNS cord-247554-535cpe5x 139 8 in in IN cord-247554-535cpe5x 139 9 information information NN cord-247554-535cpe5x 139 10 security security NN cord-247554-535cpe5x 139 11 Analysis Analysis NNP cord-247554-535cpe5x 139 12 of of IN cord-247554-535cpe5x 139 13 variance variance NN cord-247554-535cpe5x 139 14 - - : cord-247554-535cpe5x 139 15 why why WRB cord-247554-535cpe5x 139 16 it -PRON- PRP cord-247554-535cpe5x 139 17 is be VBZ cord-247554-535cpe5x 139 18 more more RBR cord-247554-535cpe5x 139 19 important important JJ cord-247554-535cpe5x 139 20 than than IN cord-247554-535cpe5x 139 21 ever ever RB cord-247554-535cpe5x 139 22 . . . cord-247554-535cpe5x 140 1 The the DT cord-247554-535cpe5x 140 2 annals annals NN cord-247554-535cpe5x 140 3 of of IN cord-247554-535cpe5x 140 4 statistics statistic NNS cord-247554-535cpe5x 140 5 Effective effective JJ cord-247554-535cpe5x 140 6 transmission transmission NN cord-247554-535cpe5x 140 7 across across IN cord-247554-535cpe5x 140 8 the the DT cord-247554-535cpe5x 140 9 globe globe NN cord-247554-535cpe5x 140 10 : : : cord-247554-535cpe5x 140 11 the the DT cord-247554-535cpe5x 140 12 role role NN cord-247554-535cpe5x 140 13 of of IN cord-247554-535cpe5x 140 14 climate climate NN cord-247554-535cpe5x 140 15 in in IN cord-247554-535cpe5x 140 16 COVID-19 COVID-19 NNP cord-247554-535cpe5x 140 17 mitigation mitigation NN cord-247554-535cpe5x 140 18 strategies strategy NNS cord-247554-535cpe5x 140 19 . . . cord-247554-535cpe5x 141 1 The the DT cord-247554-535cpe5x 141 2 Lancet Lancet NNP cord-247554-535cpe5x 141 3 . . . cord-247554-535cpe5x 142 1 Planetary Planetary NNP cord-247554-535cpe5x 142 2 Health Health NNP cord-247554-535cpe5x 142 3 Temperature Temperature NNP cord-247554-535cpe5x 142 4 and and CC cord-247554-535cpe5x 142 5 latitude latitude NN cord-247554-535cpe5x 142 6 analysis analysis NN cord-247554-535cpe5x 143 1 to to TO cord-247554-535cpe5x 143 2 predict predict VB cord-247554-535cpe5x 143 3 potential potential JJ cord-247554-535cpe5x 143 4 spread spread NN cord-247554-535cpe5x 143 5 and and CC cord-247554-535cpe5x 143 6 seasonality seasonality NN cord-247554-535cpe5x 143 7 for for IN cord-247554-535cpe5x 143 8 COVID-19 covid-19 NN cord-247554-535cpe5x 144 1 Using use VBG cord-247554-535cpe5x 144 2 social social JJ cord-247554-535cpe5x 144 3 and and CC cord-247554-535cpe5x 144 4 behavioural behavioural JJ cord-247554-535cpe5x 144 5 science science NN cord-247554-535cpe5x 144 6 to to TO cord-247554-535cpe5x 144 7 support support VB cord-247554-535cpe5x 144 8 COVID-19 COVID-19 NNP cord-247554-535cpe5x 144 9 pandemic pandemic NN cord-247554-535cpe5x 144 10 response response NN cord-247554-535cpe5x 145 1 The the DT cord-247554-535cpe5x 145 2 Consequence consequence NN cord-247554-535cpe5x 145 3 of of IN cord-247554-535cpe5x 145 4 Ignoring ignore VBG cord-247554-535cpe5x 145 5 a a DT cord-247554-535cpe5x 145 6 Level level NN cord-247554-535cpe5x 145 7 of of IN cord-247554-535cpe5x 145 8 Nesting nesting NN cord-247554-535cpe5x 145 9 in in IN cord-247554-535cpe5x 145 10 Multilevel Multilevel NNP cord-247554-535cpe5x 145 11 Analysis Analysis NNP cord-247554-535cpe5x 145 12 Analysis Analysis NNP cord-247554-535cpe5x 145 13 of of IN cord-247554-535cpe5x 145 14 epidemics epidemic NNS cord-247554-535cpe5x 145 15 using use VBG cord-247554-535cpe5x 145 16 spatio spatio JJ cord-247554-535cpe5x 145 17 - - HYPH cord-247554-535cpe5x 145 18 temporal temporal JJ cord-247554-535cpe5x 145 19 autocorrelation autocorrelation NN cord-247554-535cpe5x 145 20 Clinical clinical JJ cord-247554-535cpe5x 145 21 course course NN cord-247554-535cpe5x 145 22 and and CC cord-247554-535cpe5x 145 23 risk risk NN cord-247554-535cpe5x 145 24 factors factor NNS cord-247554-535cpe5x 145 25 for for IN cord-247554-535cpe5x 145 26 mortality mortality NN cord-247554-535cpe5x 145 27 of of IN cord-247554-535cpe5x 145 28 adult adult NN cord-247554-535cpe5x 145 29 inpatients inpatient NNS cord-247554-535cpe5x 145 30 with with IN cord-247554-535cpe5x 145 31 COVID-19 COVID-19 NNP cord-247554-535cpe5x 145 32 in in IN cord-247554-535cpe5x 145 33 Wuhan Wuhan NNP cord-247554-535cpe5x 145 34 , , , cord-247554-535cpe5x 145 35 China China NNP cord-247554-535cpe5x 145 36 : : : cord-247554-535cpe5x 145 37 a a DT cord-247554-535cpe5x 145 38 retrospective retrospective JJ cord-247554-535cpe5x 145 39 cohort cohort NN cord-247554-535cpe5x 145 40 study study NN cord-247554-535cpe5x 145 41 . . . cord-247554-535cpe5x 146 1 The the DT cord-247554-535cpe5x 146 2 Lancet Lancet NNP cord-247554-535cpe5x 146 3 Risk risk NN cord-247554-535cpe5x 146 4 factors factor NNS cord-247554-535cpe5x 146 5 for for IN cord-247554-535cpe5x 146 6 severity severity NN cord-247554-535cpe5x 146 7 and and CC cord-247554-535cpe5x 146 8 mortality mortality NN cord-247554-535cpe5x 146 9 in in IN cord-247554-535cpe5x 146 10 adult adult NN cord-247554-535cpe5x 146 11 COVID-19 covid-19 JJ cord-247554-535cpe5x 146 12 inpatients inpatient NNS cord-247554-535cpe5x 146 13 in in IN cord-247554-535cpe5x 146 14 Wuhan Wuhan NNP cord-247554-535cpe5x 146 15 COVID-19 COVID-19 NNP cord-247554-535cpe5x 146 16 ) ) -RRB- cord-247554-535cpe5x 147 1 -the -the NFP cord-247554-535cpe5x 148 1 data datum NNS cord-247554-535cpe5x 148 2 Random random JJ cord-247554-535cpe5x 148 3 - - HYPH cord-247554-535cpe5x 148 4 effects effect NNS cord-247554-535cpe5x 148 5 models model NNS cord-247554-535cpe5x 148 6 for for IN cord-247554-535cpe5x 148 7 longitudinal longitudinal JJ cord-247554-535cpe5x 148 8 data datum NNS cord-247554-535cpe5x 148 9 Mixed mix VBN cord-247554-535cpe5x 148 10 - - HYPH cord-247554-535cpe5x 148 11 effects effect NNS cord-247554-535cpe5x 148 12 modeling modeling NN cord-247554-535cpe5x 148 13 with with IN cord-247554-535cpe5x 148 14 crossed crossed JJ cord-247554-535cpe5x 148 15 random random JJ cord-247554-535cpe5x 148 16 effects effect NNS cord-247554-535cpe5x 148 17 for for IN cord-247554-535cpe5x 148 18 subjects subject NNS cord-247554-535cpe5x 148 19 and and CC cord-247554-535cpe5x 148 20 items item NNS cord-247554-535cpe5x 148 21 Hierarchical hierarchical JJ cord-247554-535cpe5x 148 22 partitioning partitioning NN cord-247554-535cpe5x 148 23 . . . cord-247554-535cpe5x 149 1 The the DT cord-247554-535cpe5x 149 2 American american JJ cord-247554-535cpe5x 149 3 Statistician Statistician NNP cord-247554-535cpe5x 149 4 Coupling Coupling NNP cord-247554-535cpe5x 149 5 models model NNS cord-247554-535cpe5x 149 6 of of IN cord-247554-535cpe5x 149 7 cattle cattle NNS cord-247554-535cpe5x 149 8 and and CC cord-247554-535cpe5x 149 9 farms farm NNS cord-247554-535cpe5x 149 10 with with IN cord-247554-535cpe5x 149 11 models model NNS cord-247554-535cpe5x 149 12 of of IN cord-247554-535cpe5x 149 13 badgers badger NNS cord-247554-535cpe5x 149 14 for for IN cord-247554-535cpe5x 149 15 predicting predict VBG cord-247554-535cpe5x 149 16 the the DT cord-247554-535cpe5x 149 17 dynamics dynamic NNS cord-247554-535cpe5x 149 18 of of IN cord-247554-535cpe5x 149 19 bovine bovine JJ cord-247554-535cpe5x 149 20 tuberculosis tuberculosis NN cord-247554-535cpe5x 149 21 ( ( -LRB- cord-247554-535cpe5x 149 22 TB TB NNP cord-247554-535cpe5x 149 23 ) ) -RRB- cord-247554-535cpe5x 149 24 Variation variation NN cord-247554-535cpe5x 149 25 in in IN cord-247554-535cpe5x 149 26 government government NN cord-247554-535cpe5x 149 27 responses response NNS cord-247554-535cpe5x 149 28 to to IN cord-247554-535cpe5x 149 29 COVID-19 covid-19 VB cord-247554-535cpe5x 149 30 . . . cord-247554-535cpe5x 150 1 Blavatnik Blavatnik NNP cord-247554-535cpe5x 150 2 School School NNP cord-247554-535cpe5x 150 3 of of IN cord-247554-535cpe5x 150 4 Government Government NNP cord-247554-535cpe5x 150 5 Working Working NNP cord-247554-535cpe5x 150 6 Paper Paper NNP cord-247554-535cpe5x 150 7 Mixed Mixed NNP cord-247554-535cpe5x 150 8 - - HYPH cord-247554-535cpe5x 150 9 Effects effect NNS cord-247554-535cpe5x 150 10 Models Models NNPS cord-247554-535cpe5x 150 11 in in IN cord-247554-535cpe5x 150 12 S S NNP cord-247554-535cpe5x 150 13 and and CC cord-247554-535cpe5x 150 14 S S NNP cord-247554-535cpe5x 150 15 - - HYPH cord-247554-535cpe5x 150 16 PLUS PLUS NNP cord-247554-535cpe5x 150 17 Model Model NNP cord-247554-535cpe5x 150 18 Selection Selection NNP cord-247554-535cpe5x 150 19 and and CC cord-247554-535cpe5x 150 20 Multimodel Multimodel NNP cord-247554-535cpe5x 150 21 Inference Inference NNP cord-247554-535cpe5x 150 22 Data Data NNP cord-247554-535cpe5x 150 23 - - HYPH cord-247554-535cpe5x 150 24 driven drive VBN cord-247554-535cpe5x 150 25 competitive competitive JJ cord-247554-535cpe5x 150 26 facilitative facilitative JJ cord-247554-535cpe5x 150 27 tree tree NN cord-247554-535cpe5x 150 28 interactions interaction NNS cord-247554-535cpe5x 150 29 and and CC cord-247554-535cpe5x 150 30 their -PRON- PRP$ cord-247554-535cpe5x 150 31 implications implication NNS cord-247554-535cpe5x 150 32 on on IN cord-247554-535cpe5x 150 33 nature nature NN cord-247554-535cpe5x 150 34 - - HYPH cord-247554-535cpe5x 150 35 based base VBN cord-247554-535cpe5x 150 36 solutions solution NNS cord-247554-535cpe5x 150 37 . . . cord-247554-535cpe5x 151 1 Science science NN cord-247554-535cpe5x 151 2 of of IN cord-247554-535cpe5x 151 3 The the DT cord-247554-535cpe5x 151 4 Total Total NNP cord-247554-535cpe5x 151 5 Environment Environment NNP cord-247554-535cpe5x 151 6 Multiple multiple JJ cord-247554-535cpe5x 151 7 regression regression NN cord-247554-535cpe5x 151 8 and and CC cord-247554-535cpe5x 151 9 inference inference NN cord-247554-535cpe5x 151 10 in in IN cord-247554-535cpe5x 151 11 ecology ecology NN cord-247554-535cpe5x 151 12 and and CC cord-247554-535cpe5x 151 13 conservation conservation NN cord-247554-535cpe5x 151 14 biology biology NN cord-247554-535cpe5x 151 15 : : : cord-247554-535cpe5x 151 16 further further JJ cord-247554-535cpe5x 151 17 comments comment NNS cord-247554-535cpe5x 151 18 on on IN cord-247554-535cpe5x 151 19 identifying identify VBG cord-247554-535cpe5x 151 20 important important JJ cord-247554-535cpe5x 151 21 predictor predictor NN cord-247554-535cpe5x 151 22 variables variable NNS cord-247554-535cpe5x 152 1 A a DT cord-247554-535cpe5x 152 2 spatially spatially RB cord-247554-535cpe5x 152 3 explicit explicit JJ cord-247554-535cpe5x 152 4 impact impact NN cord-247554-535cpe5x 152 5 assessment assessment NN cord-247554-535cpe5x 152 6 of of IN cord-247554-535cpe5x 152 7 road road NN cord-247554-535cpe5x 152 8 characteristics characteristic NNS cord-247554-535cpe5x 152 9 , , , cord-247554-535cpe5x 152 10 road road NN cord-247554-535cpe5x 152 11 - - HYPH cord-247554-535cpe5x 152 12 induced induce VBN cord-247554-535cpe5x 152 13 fragmentation fragmentation NN cord-247554-535cpe5x 152 14 and and CC cord-247554-535cpe5x 152 15 noise noise NN cord-247554-535cpe5x 152 16 on on IN cord-247554-535cpe5x 152 17 birds bird NNS cord-247554-535cpe5x 152 18 species specie NNS cord-247554-535cpe5x 152 19 in in IN cord-247554-535cpe5x 152 20 Cyprus Cyprus NNP cord-247554-535cpe5x 152 21 Estimating Estimating NNP cord-247554-535cpe5x 152 22 and and CC cord-247554-535cpe5x 152 23 modelling model VBG cord-247554-535cpe5x 152 24 bias bias NN cord-247554-535cpe5x 152 25 of of IN cord-247554-535cpe5x 152 26 the the DT cord-247554-535cpe5x 152 27 hierarchical hierarchical JJ cord-247554-535cpe5x 152 28 partitioning partitioning NN cord-247554-535cpe5x 152 29 public public JJ cord-247554-535cpe5x 152 30 - - HYPH cord-247554-535cpe5x 152 31 domain domain NN cord-247554-535cpe5x 152 32 software software NN cord-247554-535cpe5x 152 33 : : : cord-247554-535cpe5x 152 34 implications implication NNS cord-247554-535cpe5x 152 35 in in IN cord-247554-535cpe5x 152 36 environmental environmental JJ cord-247554-535cpe5x 152 37 management management NN cord-247554-535cpe5x 152 38 and and CC cord-247554-535cpe5x 152 39 conservation conservation NN cord-247554-535cpe5x 152 40 Regional regional JJ cord-247554-535cpe5x 152 41 and and CC cord-247554-535cpe5x 152 42 temporal temporal JJ cord-247554-535cpe5x 152 43 characteristics characteristic NNS cord-247554-535cpe5x 152 44 of of IN cord-247554-535cpe5x 152 45 bovine bovine JJ cord-247554-535cpe5x 152 46 tuberculosis tuberculosis NN cord-247554-535cpe5x 152 47 of of IN cord-247554-535cpe5x 152 48 cattle cattle NNS cord-247554-535cpe5x 152 49 in in IN cord-247554-535cpe5x 152 50 Great Great NNP cord-247554-535cpe5x 152 51 Britain Britain NNP cord-247554-535cpe5x 152 52 . . . cord-247554-535cpe5x 153 1 Stochastic Stochastic NNP cord-247554-535cpe5x 153 2 Environmental Environmental NNP cord-247554-535cpe5x 153 3 Research Research NNP cord-247554-535cpe5x 153 4 and and CC cord-247554-535cpe5x 153 5 Risk Risk NNP cord-247554-535cpe5x 153 6 Assessment Assessment NNP cord-247554-535cpe5x 153 7 COVID-19 COVID-19 NNP cord-247554-535cpe5x 153 8 epidemic epidemic NN cord-247554-535cpe5x 153 9 in in IN cord-247554-535cpe5x 153 10 Switzerland Switzerland NNP cord-247554-535cpe5x 153 11 : : : cord-247554-535cpe5x 153 12 on on IN cord-247554-535cpe5x 153 13 the the DT cord-247554-535cpe5x 153 14 importance importance NN cord-247554-535cpe5x 153 15 of of IN cord-247554-535cpe5x 153 16 testing testing NN cord-247554-535cpe5x 153 17 , , , cord-247554-535cpe5x 153 18 contact contact NN cord-247554-535cpe5x 153 19 tracing tracing NN cord-247554-535cpe5x 153 20 and and CC cord-247554-535cpe5x 153 21 isolation isolation NN cord-247554-535cpe5x 153 22 . . . cord-247554-535cpe5x 154 1 Swiss swiss JJ cord-247554-535cpe5x 154 2 medical medical JJ cord-247554-535cpe5x 154 3 weekly weekly NN cord-247554-535cpe5x 154 4 Internationally internationally RB cord-247554-535cpe5x 154 5 lost lose VBD cord-247554-535cpe5x 154 6 COVID-19 covid-19 CD cord-247554-535cpe5x 154 7 cases case NNS cord-247554-535cpe5x 154 8 Quantifying quantify VBG cord-247554-535cpe5x 154 9 undetected undetected JJ cord-247554-535cpe5x 154 10 COVID-19 covid-19 CD cord-247554-535cpe5x 154 11 cases case NNS cord-247554-535cpe5x 154 12 and and CC cord-247554-535cpe5x 154 13 effects effect NNS cord-247554-535cpe5x 154 14 of of IN cord-247554-535cpe5x 154 15 containment containment NN cord-247554-535cpe5x 154 16 measures measure NNS cord-247554-535cpe5x 154 17 in in IN cord-247554-535cpe5x 154 18 Italy Italy NNP cord-247554-535cpe5x 154 19 Global Global NNP cord-247554-535cpe5x 154 20 Behaviors Behaviors NNPS cord-247554-535cpe5x 154 21 and and CC cord-247554-535cpe5x 154 22 Perceptions Perceptions NNPS cord-247554-535cpe5x 154 23 in in IN cord-247554-535cpe5x 154 24 the the DT cord-247554-535cpe5x 154 25 COVID-19 COVID-19 NNP cord-247554-535cpe5x 154 26 Pandemic Pandemic NNP cord-247554-535cpe5x 154 27 International International NNP cord-247554-535cpe5x 154 28 comparison comparison NN cord-247554-535cpe5x 154 29 of of IN cord-247554-535cpe5x 154 30 behavior behavior NN cord-247554-535cpe5x 154 31 changes change NNS cord-247554-535cpe5x 154 32 with with IN cord-247554-535cpe5x 154 33 social social JJ cord-247554-535cpe5x 154 34 distancing distance VBG cord-247554-535cpe5x 154 35 policies policy NNS cord-247554-535cpe5x 154 36 in in IN cord-247554-535cpe5x 154 37 response response NN cord-247554-535cpe5x 154 38 to to IN cord-247554-535cpe5x 154 39 COVID-19 covid-19 VB cord-247554-535cpe5x 155 1 How how WRB cord-247554-535cpe5x 155 2 Often often RB cord-247554-535cpe5x 155 3 Should Should MD cord-247554-535cpe5x 155 4 People People NNS cord-247554-535cpe5x 155 5 be be VB cord-247554-535cpe5x 155 6 The the DT cord-247554-535cpe5x 155 7 accuracy accuracy NN cord-247554-535cpe5x 155 8 of of IN cord-247554-535cpe5x 155 9 COVID-19 COVID-19 NNP cord-247554-535cpe5x 155 10 tests test NNS cord-247554-535cpe5x 155 11 OpenSAFELY OpenSAFELY NNP cord-247554-535cpe5x 155 12 : : : cord-247554-535cpe5x 155 13 factors factor NNS cord-247554-535cpe5x 155 14 associated associate VBN cord-247554-535cpe5x 155 15 with with IN cord-247554-535cpe5x 155 16 COVID-19-related covid-19-related JJ cord-247554-535cpe5x 155 17 hospital hospital NN cord-247554-535cpe5x 155 18 death death NN cord-247554-535cpe5x 155 19 in in IN cord-247554-535cpe5x 155 20 the the DT cord-247554-535cpe5x 155 21 linked link VBN cord-247554-535cpe5x 155 22 electronic electronic JJ cord-247554-535cpe5x 155 23 health health NN cord-247554-535cpe5x 155 24 records record NNS cord-247554-535cpe5x 155 25 of of IN cord-247554-535cpe5x 155 26 17 17 CD cord-247554-535cpe5x 155 27 million million CD cord-247554-535cpe5x 155 28 adult adult NN cord-247554-535cpe5x 155 29 NHS NHS NNP cord-247554-535cpe5x 155 30 patients patient NNS cord-247554-535cpe5x 155 31 . . . cord-247554-535cpe5x 156 1 medRxiv medRxiv NNP cord-247554-535cpe5x 156 2 COVID-19 COVID-19 NNP cord-247554-535cpe5x 156 3 : : : cord-247554-535cpe5x 156 4 what what WP cord-247554-535cpe5x 156 5 has have VBZ cord-247554-535cpe5x 156 6 been be VBN cord-247554-535cpe5x 156 7 learned learn VBN cord-247554-535cpe5x 156 8 and and CC cord-247554-535cpe5x 156 9 to to TO cord-247554-535cpe5x 156 10 be be VB cord-247554-535cpe5x 156 11 learned learn VBN cord-247554-535cpe5x 156 12 about about IN cord-247554-535cpe5x 156 13 the the DT cord-247554-535cpe5x 156 14 novel novel JJ cord-247554-535cpe5x 156 15 coronavirus coronavirus NN cord-247554-535cpe5x 156 16 disease disease NN cord-247554-535cpe5x 156 17 The the DT cord-247554-535cpe5x 156 18 Role role NN cord-247554-535cpe5x 156 19 of of IN cord-247554-535cpe5x 156 20 Environmental Environmental NNP cord-247554-535cpe5x 156 21 Factors Factors NNPS cord-247554-535cpe5x 156 22 on on IN cord-247554-535cpe5x 156 23 Transmission transmission NN cord-247554-535cpe5x 156 24 Rates Rates NNPS cord-247554-535cpe5x 156 25 of of IN cord-247554-535cpe5x 156 26 the the DT cord-247554-535cpe5x 156 27 COVID-19 COVID-19 NNP cord-247554-535cpe5x 156 28 Outbreak Outbreak NNP cord-247554-535cpe5x 156 29 : : : cord-247554-535cpe5x 156 30 An an DT cord-247554-535cpe5x 156 31 Initial Initial NNP cord-247554-535cpe5x 156 32 Assessment Assessment NNP cord-247554-535cpe5x 156 33 in in IN cord-247554-535cpe5x 156 34 Two two CD cord-247554-535cpe5x 156 35 Spatial Spatial NNP cord-247554-535cpe5x 156 36 Scales Scales NNPS cord-247554-535cpe5x 156 37 . . . cord-247554-535cpe5x 157 1 Available available JJ cord-247554-535cpe5x 157 2 at at IN cord-247554-535cpe5x 157 3 SSRN SSRN NNP cord-247554-535cpe5x 157 4 3552677 3552677 CD