id sid tid token lemma pos cord-144860-a4i9vnjz 1 1 key key NN cord-144860-a4i9vnjz 1 2 : : : cord-144860-a4i9vnjz 2 1 cord-144860-a4i9vnjz cord-144860-a4i9vnjz NNS cord-144860-a4i9vnjz 2 2 authors author NNS cord-144860-a4i9vnjz 2 3 : : : cord-144860-a4i9vnjz 2 4 Nason Nason NNP cord-144860-a4i9vnjz 2 5 , , , cord-144860-a4i9vnjz 2 6 Guy Guy NNP cord-144860-a4i9vnjz 2 7 P. P. NNP cord-144860-a4i9vnjz 2 8 title title NN cord-144860-a4i9vnjz 2 9 : : : cord-144860-a4i9vnjz 2 10 Rapidly rapidly RB cord-144860-a4i9vnjz 2 11 evaluating evaluate VBG cord-144860-a4i9vnjz 2 12 lockdown lockdown NN cord-144860-a4i9vnjz 2 13 strategies strategy NNS cord-144860-a4i9vnjz 2 14 using use VBG cord-144860-a4i9vnjz 2 15 spectral spectral JJ cord-144860-a4i9vnjz 2 16 analysis analysis NN cord-144860-a4i9vnjz 2 17 : : : cord-144860-a4i9vnjz 2 18 the the DT cord-144860-a4i9vnjz 2 19 cycles cycle NNS cord-144860-a4i9vnjz 2 20 behind behind IN cord-144860-a4i9vnjz 2 21 new new JJ cord-144860-a4i9vnjz 2 22 daily daily JJ cord-144860-a4i9vnjz 2 23 COVID-19 covid-19 CD cord-144860-a4i9vnjz 2 24 cases case NNS cord-144860-a4i9vnjz 2 25 and and CC cord-144860-a4i9vnjz 2 26 what what WP cord-144860-a4i9vnjz 2 27 happens happen VBZ cord-144860-a4i9vnjz 2 28 after after IN cord-144860-a4i9vnjz 2 29 lockdown lockdown NN cord-144860-a4i9vnjz 2 30 date date NN cord-144860-a4i9vnjz 3 1 : : : cord-144860-a4i9vnjz 3 2 2020 2020 CD cord-144860-a4i9vnjz 3 3 - - HYPH cord-144860-a4i9vnjz 3 4 04 04 CD cord-144860-a4i9vnjz 3 5 - - HYPH cord-144860-a4i9vnjz 3 6 16 16 CD cord-144860-a4i9vnjz 3 7 journal journal NN cord-144860-a4i9vnjz 3 8 : : : cord-144860-a4i9vnjz 4 1 nan nan NNP cord-144860-a4i9vnjz 4 2 DOI DOI NNP cord-144860-a4i9vnjz 4 3 : : : cord-144860-a4i9vnjz 4 4 nan nan NNP cord-144860-a4i9vnjz 4 5 sha sha NNP cord-144860-a4i9vnjz 4 6 : : : cord-144860-a4i9vnjz 5 1 872ebba306ba6886cf0d25fa8071af9a0934b7a4 872ebba306ba6886cf0d25fa8071af9a0934b7a4 CD cord-144860-a4i9vnjz 5 2 doc_id doc_id CD cord-144860-a4i9vnjz 5 3 : : : cord-144860-a4i9vnjz 5 4 144860 144860 CD cord-144860-a4i9vnjz 5 5 cord_uid cord_uid NNS cord-144860-a4i9vnjz 5 6 : : : cord-144860-a4i9vnjz 6 1 a4i9vnjz a4i9vnjz . cord-144860-a4i9vnjz 7 1 Spectral spectral JJ cord-144860-a4i9vnjz 7 2 analysis analysis NN cord-144860-a4i9vnjz 7 3 characterises characterise VBZ cord-144860-a4i9vnjz 7 4 oscillatory oscillatory JJ cord-144860-a4i9vnjz 7 5 time time NN cord-144860-a4i9vnjz 7 6 series series NN cord-144860-a4i9vnjz 7 7 behaviours behaviour NNS cord-144860-a4i9vnjz 7 8 such such JJ cord-144860-a4i9vnjz 7 9 as as IN cord-144860-a4i9vnjz 7 10 cycles cycle NNS cord-144860-a4i9vnjz 7 11 , , , cord-144860-a4i9vnjz 7 12 but but CC cord-144860-a4i9vnjz 7 13 accurate accurate JJ cord-144860-a4i9vnjz 7 14 estimation estimation NN cord-144860-a4i9vnjz 7 15 requires require VBZ cord-144860-a4i9vnjz 7 16 reasonable reasonable JJ cord-144860-a4i9vnjz 7 17 numbers number NNS cord-144860-a4i9vnjz 7 18 of of IN cord-144860-a4i9vnjz 7 19 observations observation NNS cord-144860-a4i9vnjz 7 20 . . . cord-144860-a4i9vnjz 8 1 Current current JJ cord-144860-a4i9vnjz 8 2 COVID-19 COVID-19 NNP cord-144860-a4i9vnjz 8 3 time time NN cord-144860-a4i9vnjz 8 4 series series NN cord-144860-a4i9vnjz 8 5 for for IN cord-144860-a4i9vnjz 8 6 many many JJ cord-144860-a4i9vnjz 8 7 countries country NNS cord-144860-a4i9vnjz 8 8 are be VBP cord-144860-a4i9vnjz 8 9 short short JJ cord-144860-a4i9vnjz 8 10 : : : cord-144860-a4i9vnjz 8 11 pre- pre- JJ cord-144860-a4i9vnjz 8 12 and and CC cord-144860-a4i9vnjz 8 13 post post JJ cord-144860-a4i9vnjz 8 14 - - JJ cord-144860-a4i9vnjz 8 15 lockdown lockdown JJ cord-144860-a4i9vnjz 8 16 series series NN cord-144860-a4i9vnjz 8 17 are be VBP cord-144860-a4i9vnjz 8 18 shorter short JJR cord-144860-a4i9vnjz 8 19 still still RB cord-144860-a4i9vnjz 8 20 . . . cord-144860-a4i9vnjz 9 1 Accurate accurate JJ cord-144860-a4i9vnjz 9 2 estimation estimation NN cord-144860-a4i9vnjz 9 3 of of IN cord-144860-a4i9vnjz 9 4 potentially potentially RB cord-144860-a4i9vnjz 9 5 interesting interesting JJ cord-144860-a4i9vnjz 9 6 cycles cycle NNS cord-144860-a4i9vnjz 9 7 within within IN cord-144860-a4i9vnjz 9 8 such such JJ cord-144860-a4i9vnjz 9 9 series series NN cord-144860-a4i9vnjz 9 10 seems seem VBZ cord-144860-a4i9vnjz 9 11 beyond beyond IN cord-144860-a4i9vnjz 9 12 reach reach NN cord-144860-a4i9vnjz 9 13 . . . cord-144860-a4i9vnjz 10 1 We -PRON- PRP cord-144860-a4i9vnjz 10 2 solve solve VBP cord-144860-a4i9vnjz 10 3 the the DT cord-144860-a4i9vnjz 10 4 problem problem NN cord-144860-a4i9vnjz 10 5 of of IN cord-144860-a4i9vnjz 10 6 obtaining obtain VBG cord-144860-a4i9vnjz 10 7 accurate accurate JJ cord-144860-a4i9vnjz 10 8 estimates estimate NNS cord-144860-a4i9vnjz 10 9 from from IN cord-144860-a4i9vnjz 10 10 short short JJ cord-144860-a4i9vnjz 10 11 time time NN cord-144860-a4i9vnjz 10 12 series series NN cord-144860-a4i9vnjz 10 13 by by IN cord-144860-a4i9vnjz 10 14 using use VBG cord-144860-a4i9vnjz 10 15 recent recent JJ cord-144860-a4i9vnjz 10 16 Bayesian bayesian JJ cord-144860-a4i9vnjz 10 17 spectral spectral JJ cord-144860-a4i9vnjz 10 18 fusion fusion NN cord-144860-a4i9vnjz 10 19 methods method NNS cord-144860-a4i9vnjz 10 20 . . . cord-144860-a4i9vnjz 11 1 Here here RB cord-144860-a4i9vnjz 11 2 we -PRON- PRP cord-144860-a4i9vnjz 11 3 show show VBP cord-144860-a4i9vnjz 11 4 that that IN cord-144860-a4i9vnjz 11 5 transformed transform VBD cord-144860-a4i9vnjz 11 6 new new JJ cord-144860-a4i9vnjz 11 7 daily daily JJ cord-144860-a4i9vnjz 11 8 COVID-19 covid-19 CD cord-144860-a4i9vnjz 11 9 cases case NNS cord-144860-a4i9vnjz 11 10 for for IN cord-144860-a4i9vnjz 11 11 many many JJ cord-144860-a4i9vnjz 11 12 countries country NNS cord-144860-a4i9vnjz 11 13 generally generally RB cord-144860-a4i9vnjz 11 14 contain contain VBP cord-144860-a4i9vnjz 11 15 three three CD cord-144860-a4i9vnjz 11 16 cycles cycle NNS cord-144860-a4i9vnjz 11 17 operating operate VBG cord-144860-a4i9vnjz 11 18 at at IN cord-144860-a4i9vnjz 11 19 wavelengths wavelength NNS cord-144860-a4i9vnjz 11 20 of of IN cord-144860-a4i9vnjz 11 21 around around IN cord-144860-a4i9vnjz 11 22 2.7 2.7 CD cord-144860-a4i9vnjz 11 23 , , , cord-144860-a4i9vnjz 11 24 4.1 4.1 CD cord-144860-a4i9vnjz 11 25 and and CC cord-144860-a4i9vnjz 11 26 6.7 6.7 CD cord-144860-a4i9vnjz 11 27 days day NNS cord-144860-a4i9vnjz 11 28 ( ( -LRB- cord-144860-a4i9vnjz 11 29 weekly weekly NN cord-144860-a4i9vnjz 11 30 ) ) -RRB- cord-144860-a4i9vnjz 11 31 . . . cord-144860-a4i9vnjz 12 1 We -PRON- PRP cord-144860-a4i9vnjz 12 2 show show VBP cord-144860-a4i9vnjz 12 3 that that IN cord-144860-a4i9vnjz 12 4 the the DT cord-144860-a4i9vnjz 12 5 shorter short JJR cord-144860-a4i9vnjz 12 6 cycles cycle NNS cord-144860-a4i9vnjz 12 7 are be VBP cord-144860-a4i9vnjz 12 8 suppressed suppress VBN cord-144860-a4i9vnjz 12 9 after after IN cord-144860-a4i9vnjz 12 10 lockdown lockdown NN cord-144860-a4i9vnjz 12 11 . . . cord-144860-a4i9vnjz 13 1 The the DT cord-144860-a4i9vnjz 13 2 pre- pre- JJ cord-144860-a4i9vnjz 13 3 and and CC cord-144860-a4i9vnjz 13 4 post post JJ cord-144860-a4i9vnjz 13 5 lockdown lockdown NN cord-144860-a4i9vnjz 13 6 differences difference NNS cord-144860-a4i9vnjz 13 7 suggest suggest VBP cord-144860-a4i9vnjz 13 8 that that IN cord-144860-a4i9vnjz 13 9 the the DT cord-144860-a4i9vnjz 13 10 weekly weekly JJ cord-144860-a4i9vnjz 13 11 effect effect NN cord-144860-a4i9vnjz 13 12 is be VBZ cord-144860-a4i9vnjz 13 13 at at IN cord-144860-a4i9vnjz 13 14 least least JJS cord-144860-a4i9vnjz 13 15 partly partly RB cord-144860-a4i9vnjz 13 16 due due JJ cord-144860-a4i9vnjz 13 17 to to IN cord-144860-a4i9vnjz 13 18 non non JJ cord-144860-a4i9vnjz 13 19 - - JJ cord-144860-a4i9vnjz 13 20 epidemic epidemic JJ cord-144860-a4i9vnjz 13 21 factors factor NNS cord-144860-a4i9vnjz 13 22 , , , cord-144860-a4i9vnjz 13 23 whereas whereas IN cord-144860-a4i9vnjz 13 24 the the DT cord-144860-a4i9vnjz 13 25 two two CD cord-144860-a4i9vnjz 13 26 shorter short JJR cord-144860-a4i9vnjz 13 27 cycles cycle NNS cord-144860-a4i9vnjz 13 28 seem seem VBP cord-144860-a4i9vnjz 13 29 intrinsic intrinsic JJ cord-144860-a4i9vnjz 13 30 to to IN cord-144860-a4i9vnjz 13 31 the the DT cord-144860-a4i9vnjz 13 32 epidemic epidemic NN cord-144860-a4i9vnjz 13 33 . . . cord-144860-a4i9vnjz 14 1 Unconstrained unconstrained JJ cord-144860-a4i9vnjz 14 2 , , , cord-144860-a4i9vnjz 14 3 new new JJ cord-144860-a4i9vnjz 14 4 cases case NNS cord-144860-a4i9vnjz 14 5 grow grow VB cord-144860-a4i9vnjz 14 6 exponentially exponentially RB cord-144860-a4i9vnjz 14 7 , , , cord-144860-a4i9vnjz 14 8 but but CC cord-144860-a4i9vnjz 14 9 the the DT cord-144860-a4i9vnjz 14 10 internal internal JJ cord-144860-a4i9vnjz 14 11 cyclic cyclic JJ cord-144860-a4i9vnjz 14 12 structure structure NN cord-144860-a4i9vnjz 14 13 causes cause VBZ cord-144860-a4i9vnjz 14 14 periodic periodic JJ cord-144860-a4i9vnjz 14 15 falls fall NNS cord-144860-a4i9vnjz 14 16 in in IN cord-144860-a4i9vnjz 14 17 cases case NNS cord-144860-a4i9vnjz 14 18 . . . cord-144860-a4i9vnjz 15 1 This this DT cord-144860-a4i9vnjz 15 2 suggests suggest VBZ cord-144860-a4i9vnjz 15 3 that that IN cord-144860-a4i9vnjz 15 4 lockdown lockdown NN cord-144860-a4i9vnjz 15 5 success success NN cord-144860-a4i9vnjz 15 6 might may MD cord-144860-a4i9vnjz 15 7 only only RB cord-144860-a4i9vnjz 15 8 be be VB cord-144860-a4i9vnjz 15 9 indicated indicate VBN cord-144860-a4i9vnjz 15 10 by by IN cord-144860-a4i9vnjz 15 11 four four CD cord-144860-a4i9vnjz 15 12 or or CC cord-144860-a4i9vnjz 15 13 more more JJR cord-144860-a4i9vnjz 15 14 daily daily JJ cord-144860-a4i9vnjz 15 15 falls fall VBZ cord-144860-a4i9vnjz 15 16 in in IN cord-144860-a4i9vnjz 15 17 cases case NNS cord-144860-a4i9vnjz 15 18 . . . cord-144860-a4i9vnjz 16 1 Spectral spectral JJ cord-144860-a4i9vnjz 16 2 learning learn VBG cord-144860-a4i9vnjz 16 3 for for IN cord-144860-a4i9vnjz 16 4 epidemic epidemic JJ cord-144860-a4i9vnjz 16 5 time time NN cord-144860-a4i9vnjz 16 6 series series NN cord-144860-a4i9vnjz 16 7 contributes contribute VBZ cord-144860-a4i9vnjz 16 8 to to IN cord-144860-a4i9vnjz 16 9 the the DT cord-144860-a4i9vnjz 16 10 understanding understanding NN cord-144860-a4i9vnjz 16 11 of of IN cord-144860-a4i9vnjz 16 12 the the DT cord-144860-a4i9vnjz 16 13 epidemic epidemic NN cord-144860-a4i9vnjz 16 14 process process NN cord-144860-a4i9vnjz 16 15 , , , cord-144860-a4i9vnjz 16 16 helping help VBG cord-144860-a4i9vnjz 16 17 evaluate evaluate VB cord-144860-a4i9vnjz 16 18 interventions intervention NNS cord-144860-a4i9vnjz 16 19 and and CC cord-144860-a4i9vnjz 16 20 assists assist VBZ cord-144860-a4i9vnjz 16 21 with with IN cord-144860-a4i9vnjz 16 22 forecasting forecasting NN cord-144860-a4i9vnjz 16 23 . . . cord-144860-a4i9vnjz 17 1 Spectral spectral JJ cord-144860-a4i9vnjz 17 2 fusion fusion NN cord-144860-a4i9vnjz 17 3 is be VBZ cord-144860-a4i9vnjz 17 4 a a DT cord-144860-a4i9vnjz 17 5 general general JJ cord-144860-a4i9vnjz 17 6 technique technique NN cord-144860-a4i9vnjz 17 7 that that WDT cord-144860-a4i9vnjz 17 8 is be VBZ cord-144860-a4i9vnjz 17 9 able able JJ cord-144860-a4i9vnjz 17 10 to to TO cord-144860-a4i9vnjz 17 11 fuse fuse VB cord-144860-a4i9vnjz 17 12 spectra spectra NNP cord-144860-a4i9vnjz 17 13 recorded record VBN cord-144860-a4i9vnjz 17 14 at at IN cord-144860-a4i9vnjz 17 15 different different JJ cord-144860-a4i9vnjz 17 16 sampling sampling NN cord-144860-a4i9vnjz 17 17 rates rate NNS cord-144860-a4i9vnjz 17 18 , , , cord-144860-a4i9vnjz 17 19 which which WDT cord-144860-a4i9vnjz 17 20 can can MD cord-144860-a4i9vnjz 17 21 be be VB cord-144860-a4i9vnjz 17 22 applied apply VBN cord-144860-a4i9vnjz 17 23 to to IN cord-144860-a4i9vnjz 17 24 a a DT cord-144860-a4i9vnjz 17 25 wide wide JJ cord-144860-a4i9vnjz 17 26 range range NN cord-144860-a4i9vnjz 17 27 of of IN cord-144860-a4i9vnjz 17 28 time time NN cord-144860-a4i9vnjz 17 29 series series NN cord-144860-a4i9vnjz 17 30 from from IN cord-144860-a4i9vnjz 17 31 many many JJ cord-144860-a4i9vnjz 17 32 disciplines discipline NNS cord-144860-a4i9vnjz 17 33 . . . cord-144860-a4i9vnjz 18 1 what what WP cord-144860-a4i9vnjz 18 2 the the DT cord-144860-a4i9vnjz 18 3 impact impact NN cord-144860-a4i9vnjz 18 4 of of IN cord-144860-a4i9vnjz 18 5 measures measure NNS cord-144860-a4i9vnjz 18 6 that that WDT cord-144860-a4i9vnjz 18 7 came come VBD cord-144860-a4i9vnjz 18 8 in in RP cord-144860-a4i9vnjz 18 9 on on IN cord-144860-a4i9vnjz 18 10 March March NNP cord-144860-a4i9vnjz 18 11 23 23 CD cord-144860-a4i9vnjz 18 12 will will MD cord-144860-a4i9vnjz 18 13 be be VB cord-144860-a4i9vnjz 18 14 " " '' cord-144860-a4i9vnjz 18 15 . . . cord-144860-a4i9vnjz 19 1 The the DT cord-144860-a4i9vnjz 19 2 measures measure NNS cord-144860-a4i9vnjz 19 3 that that WDT cord-144860-a4i9vnjz 19 4 Professor Professor NNP cord-144860-a4i9vnjz 19 5 McLean McLean NNP cord-144860-a4i9vnjz 19 6 referred refer VBD cord-144860-a4i9vnjz 19 7 to to TO cord-144860-a4i9vnjz 19 8 were be VBD cord-144860-a4i9vnjz 19 9 the the DT cord-144860-a4i9vnjz 19 10 widespread widespread JJ cord-144860-a4i9vnjz 19 11 UK UK NNP cord-144860-a4i9vnjz 19 12 social social JJ cord-144860-a4i9vnjz 19 13 distancing distancing NN cord-144860-a4i9vnjz 19 14 and and CC cord-144860-a4i9vnjz 19 15 lockdown lockdown NN cord-144860-a4i9vnjz 19 16 interventions intervention NNS cord-144860-a4i9vnjz 19 17 made make VBN cord-144860-a4i9vnjz 19 18 in in IN cord-144860-a4i9vnjz 19 19 the the DT cord-144860-a4i9vnjz 19 20 face face NN cord-144860-a4i9vnjz 19 21 of of IN cord-144860-a4i9vnjz 19 22 the the DT cord-144860-a4i9vnjz 19 23 COVID-19 covid-19 JJ cord-144860-a4i9vnjz 19 24 threat threat NN cord-144860-a4i9vnjz 19 25 . . . cord-144860-a4i9vnjz 20 1 At at IN cord-144860-a4i9vnjz 20 2 the the DT cord-144860-a4i9vnjz 20 3 time time NN cord-144860-a4i9vnjz 20 4 of of IN cord-144860-a4i9vnjz 20 5 writing writing NN cord-144860-a4i9vnjz 20 6 , , , cord-144860-a4i9vnjz 20 7 few few JJ cord-144860-a4i9vnjz 20 8 countries country NNS cord-144860-a4i9vnjz 20 9 have have VBP cord-144860-a4i9vnjz 20 10 experienced experience VBN cord-144860-a4i9vnjz 20 11 in in IN cord-144860-a4i9vnjz 20 12 excess excess NN cord-144860-a4i9vnjz 20 13 of of IN cord-144860-a4i9vnjz 20 14 70 70 CD cord-144860-a4i9vnjz 20 15 days day NNS cord-144860-a4i9vnjz 20 16 of of IN cord-144860-a4i9vnjz 20 17 COVID-19 covid-19 JJ cord-144860-a4i9vnjz 20 18 cases case NNS cord-144860-a4i9vnjz 20 19 and and CC cord-144860-a4i9vnjz 20 20 most most RBS cord-144860-a4i9vnjz 20 21 only only RB cord-144860-a4i9vnjz 20 22 have have VBP cord-144860-a4i9vnjz 20 23 around around IN cord-144860-a4i9vnjz 20 24 50 50 CD cord-144860-a4i9vnjz 20 25 days day NNS cord-144860-a4i9vnjz 20 26 . . . cord-144860-a4i9vnjz 21 1 Professor Professor NNP cord-144860-a4i9vnjz 21 2 McLean McLean NNP cord-144860-a4i9vnjz 21 3 is be VBZ cord-144860-a4i9vnjz 21 4 correct correct JJ cord-144860-a4i9vnjz 21 5 in in IN cord-144860-a4i9vnjz 21 6 that that DT cord-144860-a4i9vnjz 21 7 many many JJ cord-144860-a4i9vnjz 21 8 scientific scientific JJ cord-144860-a4i9vnjz 21 9 inferences inference NNS cord-144860-a4i9vnjz 21 10 require require VBP cord-144860-a4i9vnjz 21 11 longer long JJR cord-144860-a4i9vnjz 21 12 time time NN cord-144860-a4i9vnjz 21 13 series series NN cord-144860-a4i9vnjz 21 14 than than IN cord-144860-a4i9vnjz 21 15 those those DT cord-144860-a4i9vnjz 21 16 currently currently RB cord-144860-a4i9vnjz 21 17 available available JJ cord-144860-a4i9vnjz 21 18 . . . cord-144860-a4i9vnjz 22 1 However however RB cord-144860-a4i9vnjz 22 2 , , , cord-144860-a4i9vnjz 22 3 we -PRON- PRP cord-144860-a4i9vnjz 22 4 show show VBP cord-144860-a4i9vnjz 22 5 that that IN cord-144860-a4i9vnjz 22 6 there there EX cord-144860-a4i9vnjz 22 7 are be VBP cord-144860-a4i9vnjz 22 8 considerable considerable JJ cord-144860-a4i9vnjz 22 9 and and CC cord-144860-a4i9vnjz 22 10 useful useful JJ cord-144860-a4i9vnjz 22 11 similarities similarity NNS cord-144860-a4i9vnjz 22 12 in in IN cord-144860-a4i9vnjz 22 13 the the DT cord-144860-a4i9vnjz 22 14 underlying underlying JJ cord-144860-a4i9vnjz 22 15 cyclic cyclic JJ cord-144860-a4i9vnjz 22 16 ( ( -LRB- cord-144860-a4i9vnjz 22 17 spectral spectral JJ cord-144860-a4i9vnjz 22 18 ) ) -RRB- cord-144860-a4i9vnjz 22 19 behaviours behaviour NNS cord-144860-a4i9vnjz 22 20 of of IN cord-144860-a4i9vnjz 22 21 the the DT cord-144860-a4i9vnjz 22 22 numbers number NNS cord-144860-a4i9vnjz 22 23 of of IN cord-144860-a4i9vnjz 22 24 new new JJ cord-144860-a4i9vnjz 22 25 daily daily JJ cord-144860-a4i9vnjz 22 26 COVID-19 covid-19 CD cord-144860-a4i9vnjz 22 27 cases case NNS cord-144860-a4i9vnjz 22 28 for for IN cord-144860-a4i9vnjz 22 29 a a DT cord-144860-a4i9vnjz 22 30 range range NN cord-144860-a4i9vnjz 22 31 of of IN cord-144860-a4i9vnjz 22 32 different different JJ cord-144860-a4i9vnjz 22 33 countries country NNS cord-144860-a4i9vnjz 22 34 ( ( -LRB- cord-144860-a4i9vnjz 22 35 see see VB cord-144860-a4i9vnjz 22 36 Extended Extended NNP cord-144860-a4i9vnjz 22 37 Data Data NNP cord-144860-a4i9vnjz 22 38 figures figure NNS cord-144860-a4i9vnjz 22 39 ) ) -RRB- cord-144860-a4i9vnjz 22 40 . . . cord-144860-a4i9vnjz 23 1 We -PRON- PRP cord-144860-a4i9vnjz 23 2 use use VBP cord-144860-a4i9vnjz 23 3 recent recent JJ cord-144860-a4i9vnjz 23 4 Bayesian bayesian JJ cord-144860-a4i9vnjz 23 5 spectral spectral JJ cord-144860-a4i9vnjz 23 6 fusion fusion NN cord-144860-a4i9vnjz 23 7 methods method NNS cord-144860-a4i9vnjz 23 8 [ [ -LRB- cord-144860-a4i9vnjz 23 9 3 3 CD cord-144860-a4i9vnjz 23 10 ] ] -RRB- cord-144860-a4i9vnjz 23 11 ( ( -LRB- cord-144860-a4i9vnjz 23 12 regspec regspec NNP cord-144860-a4i9vnjz 23 13 ) ) -RRB- cord-144860-a4i9vnjz 23 14 to to TO cord-144860-a4i9vnjz 23 15 pool pool VB cord-144860-a4i9vnjz 23 16 spectral spectral JJ cord-144860-a4i9vnjz 23 17 information information NN cord-144860-a4i9vnjz 23 18 across across IN cord-144860-a4i9vnjz 23 19 countries country NNS cord-144860-a4i9vnjz 23 20 , , , cord-144860-a4i9vnjz 23 21 which which WDT cord-144860-a4i9vnjz 23 22 provides provide VBZ cord-144860-a4i9vnjz 23 23 significantly significantly RB cord-144860-a4i9vnjz 23 24 more more RBR cord-144860-a4i9vnjz 23 25 accurate accurate JJ cord-144860-a4i9vnjz 23 26 estimates estimate NNS cord-144860-a4i9vnjz 23 27 of of IN cord-144860-a4i9vnjz 23 28 cyclic cyclic JJ cord-144860-a4i9vnjz 23 29 behaviour behaviour NN cord-144860-a4i9vnjz 23 30 than than IN cord-144860-a4i9vnjz 23 31 provided provide VBN cord-144860-a4i9vnjz 23 32 by by IN cord-144860-a4i9vnjz 23 33 a a DT cord-144860-a4i9vnjz 23 34 typical typical JJ cord-144860-a4i9vnjz 23 35 spectral spectral JJ cord-144860-a4i9vnjz 23 36 analysis analysis NN cord-144860-a4i9vnjz 23 37 of of IN cord-144860-a4i9vnjz 23 38 a a DT cord-144860-a4i9vnjz 23 39 single single JJ cord-144860-a4i9vnjz 23 40 country country NN cord-144860-a4i9vnjz 23 41 alone alone RB cord-144860-a4i9vnjz 23 42 . . . cord-144860-a4i9vnjz 24 1 The the DT cord-144860-a4i9vnjz 24 2 Bayesian bayesian JJ cord-144860-a4i9vnjz 24 3 principles principle NNS cord-144860-a4i9vnjz 24 4 underlying underlie VBG cord-144860-a4i9vnjz 24 5 our -PRON- PRP$ cord-144860-a4i9vnjz 24 6 fusion fusion NN cord-144860-a4i9vnjz 24 7 method method NN cord-144860-a4i9vnjz 24 8 handle handle VBP cord-144860-a4i9vnjz 24 9 mean mean JJ cord-144860-a4i9vnjz 24 10 that that IN cord-144860-a4i9vnjz 24 11 uncertainty uncertainty NN cord-144860-a4i9vnjz 24 12 is be VBZ cord-144860-a4i9vnjz 24 13 treated treat VBN cord-144860-a4i9vnjz 24 14 coherently coherently RB cord-144860-a4i9vnjz 24 15 , , , cord-144860-a4i9vnjz 24 16 producing produce VBG cord-144860-a4i9vnjz 24 17 rational rational JJ cord-144860-a4i9vnjz 24 18 uncertainy uncertainy NN cord-144860-a4i9vnjz 24 19 assessment assessment NN cord-144860-a4i9vnjz 24 20 for for IN cord-144860-a4i9vnjz 24 21 our -PRON- PRP$ cord-144860-a4i9vnjz 24 22 cycle cycle NN cord-144860-a4i9vnjz 24 23 ( ( -LRB- cord-144860-a4i9vnjz 24 24 spectral spectral JJ cord-144860-a4i9vnjz 24 25 ) ) -RRB- cord-144860-a4i9vnjz 24 26 estimates estimate NNS cord-144860-a4i9vnjz 24 27 . . . cord-144860-a4i9vnjz 25 1 Our -PRON- PRP$ cord-144860-a4i9vnjz 25 2 methods method NNS cord-144860-a4i9vnjz 25 3 produce produce VBP cord-144860-a4i9vnjz 25 4 cycle cycle NN cord-144860-a4i9vnjz 25 5 estimates estimate NNS cord-144860-a4i9vnjz 25 6 using use VBG cord-144860-a4i9vnjz 25 7 the the DT cord-144860-a4i9vnjz 25 8 equivalent equivalent NN cord-144860-a4i9vnjz 25 9 of of IN cord-144860-a4i9vnjz 25 10 over over IN cord-144860-a4i9vnjz 25 11 nine nine CD cord-144860-a4i9vnjz 25 12 hundred hundred CD cord-144860-a4i9vnjz 25 13 daily daily JJ cord-144860-a4i9vnjz 25 14 observations observation NNS cord-144860-a4i9vnjz 25 15 , , , cord-144860-a4i9vnjz 25 16 compared compare VBN cord-144860-a4i9vnjz 25 17 to to IN cord-144860-a4i9vnjz 25 18 the the DT cord-144860-a4i9vnjz 25 19 fifty fifty CD cord-144860-a4i9vnjz 25 20 or or CC cord-144860-a4i9vnjz 25 21 so so RB cord-144860-a4i9vnjz 25 22 that that IN cord-144860-a4i9vnjz 25 23 a a DT cord-144860-a4i9vnjz 25 24 typical typical JJ cord-144860-a4i9vnjz 25 25 standard standard JJ cord-144860-a4i9vnjz 25 26 spectral spectral JJ cord-144860-a4i9vnjz 25 27 analysis analysis NN cord-144860-a4i9vnjz 25 28 might may MD cord-144860-a4i9vnjz 25 29 use use VB cord-144860-a4i9vnjz 25 30 . . . cord-144860-a4i9vnjz 26 1 Using use VBG cord-144860-a4i9vnjz 26 2 data datum NNS cord-144860-a4i9vnjz 26 3 [ [ -LRB- cord-144860-a4i9vnjz 26 4 2 2 CD cord-144860-a4i9vnjz 26 5 ] ] -RRB- cord-144860-a4i9vnjz 26 6 from from IN cord-144860-a4i9vnjz 26 7 all all DT cord-144860-a4i9vnjz 26 8 of of IN cord-144860-a4i9vnjz 26 9 the the DT cord-144860-a4i9vnjz 26 10 countries country NNS cord-144860-a4i9vnjz 26 11 we -PRON- PRP cord-144860-a4i9vnjz 26 12 considered consider VBD cord-144860-a4i9vnjz 26 13 , , , cord-144860-a4i9vnjz 26 14 our -PRON- PRP$ cord-144860-a4i9vnjz 26 15 results result NNS cord-144860-a4i9vnjz 26 16 show show VBP cord-144860-a4i9vnjz 26 17 that that WDT cord-144860-a4i9vnjz 26 18 transformed transform VBD cord-144860-a4i9vnjz 26 19 new new JJ cord-144860-a4i9vnjz 26 20 daily daily JJ cord-144860-a4i9vnjz 26 21 COVID-19 covid-19 CD cord-144860-a4i9vnjz 26 22 cases case NNS cord-144860-a4i9vnjz 26 23 have have VBP cord-144860-a4i9vnjz 26 24 three three CD cord-144860-a4i9vnjz 26 25 underlying underlie VBG cord-144860-a4i9vnjz 26 26 cycles cycle NNS cord-144860-a4i9vnjz 26 27 : : : cord-144860-a4i9vnjz 26 28 one one CD cord-144860-a4i9vnjz 26 29 operating operate VBG cord-144860-a4i9vnjz 26 30 at at IN cord-144860-a4i9vnjz 26 31 a a DT cord-144860-a4i9vnjz 26 32 wavelength wavelength NN cord-144860-a4i9vnjz 26 33 of of IN cord-144860-a4i9vnjz 26 34 2.7 2.7 CD cord-144860-a4i9vnjz 26 35 days day NNS cord-144860-a4i9vnjz 26 36 , , , cord-144860-a4i9vnjz 26 37 a a DT cord-144860-a4i9vnjz 26 38 second second NN cord-144860-a4i9vnjz 26 39 at at IN cord-144860-a4i9vnjz 26 40 4.1 4.1 CD cord-144860-a4i9vnjz 26 41 days day NNS cord-144860-a4i9vnjz 26 42 and and CC cord-144860-a4i9vnjz 26 43 a a DT cord-144860-a4i9vnjz 26 44 third third NN cord-144860-a4i9vnjz 26 45 at at IN cord-144860-a4i9vnjz 26 46 6.7 6.7 CD cord-144860-a4i9vnjz 26 47 days day NNS cord-144860-a4i9vnjz 26 48 , , , cord-144860-a4i9vnjz 26 49 which which WDT cord-144860-a4i9vnjz 26 50 we -PRON- PRP cord-144860-a4i9vnjz 26 51 take take VBP cord-144860-a4i9vnjz 26 52 to to TO cord-144860-a4i9vnjz 26 53 be be VB cord-144860-a4i9vnjz 26 54 a a DT cord-144860-a4i9vnjz 26 55 weekly weekly JJ cord-144860-a4i9vnjz 26 56 effect effect NN cord-144860-a4i9vnjz 26 57 . . . cord-144860-a4i9vnjz 27 1 We -PRON- PRP cord-144860-a4i9vnjz 27 2 conducted conduct VBD cord-144860-a4i9vnjz 27 3 separate separate JJ cord-144860-a4i9vnjz 27 4 analyses analysis NNS cord-144860-a4i9vnjz 27 5 for for IN cord-144860-a4i9vnjz 27 6 the the DT cord-144860-a4i9vnjz 27 7 UK UK NNP cord-144860-a4i9vnjz 27 8 and and CC cord-144860-a4i9vnjz 27 9 groups group NNS cord-144860-a4i9vnjz 27 10 of of IN cord-144860-a4i9vnjz 27 11 countries country NNS cord-144860-a4i9vnjz 27 12 with with IN cord-144860-a4i9vnjz 27 13 similar similar JJ cord-144860-a4i9vnjz 27 14 spectra spectrum NNS cord-144860-a4i9vnjz 27 15 and and CC cord-144860-a4i9vnjz 27 16 note note VB cord-144860-a4i9vnjz 27 17 some some DT cord-144860-a4i9vnjz 27 18 variation variation NN cord-144860-a4i9vnjz 27 19 in in IN cord-144860-a4i9vnjz 27 20 those those DT cord-144860-a4i9vnjz 27 21 cycles cycle NNS cord-144860-a4i9vnjz 27 22 . . . cord-144860-a4i9vnjz 28 1 For for IN cord-144860-a4i9vnjz 28 2 some some DT cord-144860-a4i9vnjz 28 3 purposes purpose NNS cord-144860-a4i9vnjz 28 4 it -PRON- PRP cord-144860-a4i9vnjz 28 5 is be VBZ cord-144860-a4i9vnjz 28 6 not not RB cord-144860-a4i9vnjz 28 7 reasonable reasonable JJ cord-144860-a4i9vnjz 28 8 to to TO cord-144860-a4i9vnjz 28 9 compare compare VB cord-144860-a4i9vnjz 28 10 or or CC cord-144860-a4i9vnjz 28 11 pool pool VB cord-144860-a4i9vnjz 28 12 the the DT cord-144860-a4i9vnjz 28 13 number number NN cord-144860-a4i9vnjz 28 14 of of IN cord-144860-a4i9vnjz 28 15 new new JJ cord-144860-a4i9vnjz 28 16 daily daily JJ cord-144860-a4i9vnjz 28 17 cases case NNS cord-144860-a4i9vnjz 28 18 from from IN cord-144860-a4i9vnjz 28 19 one one CD cord-144860-a4i9vnjz 28 20 country country NN cord-144860-a4i9vnjz 28 21 to to IN cord-144860-a4i9vnjz 28 22 another another DT cord-144860-a4i9vnjz 28 23 [ [ -LRB- cord-144860-a4i9vnjz 28 24 14 14 CD cord-144860-a4i9vnjz 28 25 ] ] -RRB- cord-144860-a4i9vnjz 28 26 . . . cord-144860-a4i9vnjz 29 1 For for IN cord-144860-a4i9vnjz 29 2 example example NN cord-144860-a4i9vnjz 29 3 , , , cord-144860-a4i9vnjz 29 4 different different JJ cord-144860-a4i9vnjz 29 5 countries country NNS cord-144860-a4i9vnjz 29 6 might may MD cord-144860-a4i9vnjz 29 7 use use VB cord-144860-a4i9vnjz 29 8 different different JJ cord-144860-a4i9vnjz 29 9 definitions definition NNS cord-144860-a4i9vnjz 29 10 of of IN cord-144860-a4i9vnjz 29 11 the the DT cord-144860-a4i9vnjz 29 12 number number NN cord-144860-a4i9vnjz 29 13 of of IN cord-144860-a4i9vnjz 29 14 daily daily JJ cord-144860-a4i9vnjz 29 15 cases case NNS cord-144860-a4i9vnjz 29 16 and and CC cord-144860-a4i9vnjz 29 17 they -PRON- PRP cord-144860-a4i9vnjz 29 18 record record VBP cord-144860-a4i9vnjz 29 19 cases case NNS cord-144860-a4i9vnjz 29 20 through through IN cord-144860-a4i9vnjz 29 21 different different JJ cord-144860-a4i9vnjz 29 22 national national JJ cord-144860-a4i9vnjz 29 23 structures structure NNS cord-144860-a4i9vnjz 29 24 and and CC cord-144860-a4i9vnjz 29 25 this this DT cord-144860-a4i9vnjz 29 26 is be VBZ cord-144860-a4i9vnjz 29 27 even even RB cord-144860-a4i9vnjz 29 28 the the DT cord-144860-a4i9vnjz 29 29 case case NN cord-144860-a4i9vnjz 29 30 for for IN cord-144860-a4i9vnjz 29 31 countries country NNS cord-144860-a4i9vnjz 29 32 with with IN cord-144860-a4i9vnjz 29 33 political political JJ cord-144860-a4i9vnjz 29 34 , , , cord-144860-a4i9vnjz 29 35 geographical geographical JJ cord-144860-a4i9vnjz 29 36 or or CC cord-144860-a4i9vnjz 29 37 cultural cultural JJ cord-144860-a4i9vnjz 29 38 similarities similarity NNS cord-144860-a4i9vnjz 29 39 . . . cord-144860-a4i9vnjz 30 1 However however RB cord-144860-a4i9vnjz 30 2 , , , cord-144860-a4i9vnjz 30 3 as as RB cord-144860-a4i9vnjz 30 4 long long RB cord-144860-a4i9vnjz 30 5 as as IN cord-144860-a4i9vnjz 30 6 the the DT cord-144860-a4i9vnjz 30 7 method method NN cord-144860-a4i9vnjz 30 8 of of IN cord-144860-a4i9vnjz 30 9 recording record VBG cord-144860-a4i9vnjz 30 10 cases case NNS cord-144860-a4i9vnjz 30 11 is be VBZ cord-144860-a4i9vnjz 30 12 broadly broadly RB cord-144860-a4i9vnjz 30 13 unchanged unchanged JJ cord-144860-a4i9vnjz 30 14 over over IN cord-144860-a4i9vnjz 30 15 the the DT cord-144860-a4i9vnjz 30 16 period period NN cord-144860-a4i9vnjz 30 17 in in IN cord-144860-a4i9vnjz 30 18 question question NN cord-144860-a4i9vnjz 30 19 for for IN cord-144860-a4i9vnjz 30 20 a a DT cord-144860-a4i9vnjz 30 21 particular particular JJ cord-144860-a4i9vnjz 30 22 country country NN cord-144860-a4i9vnjz 30 23 , , , cord-144860-a4i9vnjz 30 24 the the DT cord-144860-a4i9vnjz 30 25 spectral spectral JJ cord-144860-a4i9vnjz 30 26 properties property NNS cord-144860-a4i9vnjz 30 27 across across IN cord-144860-a4i9vnjz 30 28 countries country NNS cord-144860-a4i9vnjz 30 29 are be VBP cord-144860-a4i9vnjz 30 30 comparable comparable JJ cord-144860-a4i9vnjz 30 31 . . . cord-144860-a4i9vnjz 31 1 The the DT cord-144860-a4i9vnjz 31 2 transformed transformed JJ cord-144860-a4i9vnjz 31 3 cases case NNS cord-144860-a4i9vnjz 31 4 ' ' POS cord-144860-a4i9vnjz 31 5 spectrum spectrum NN cord-144860-a4i9vnjz 31 6 quantifies quantify VBZ cord-144860-a4i9vnjz 31 7 the the DT cord-144860-a4i9vnjz 31 8 internal internal JJ cord-144860-a4i9vnjz 31 9 oscillatory oscillatory JJ cord-144860-a4i9vnjz 31 10 structure structure NN cord-144860-a4i9vnjz 31 11 within within IN cord-144860-a4i9vnjz 31 12 the the DT cord-144860-a4i9vnjz 31 13 series series NN cord-144860-a4i9vnjz 31 14 and and CC cord-144860-a4i9vnjz 31 15 is be VBZ cord-144860-a4i9vnjz 31 16 largely largely RB cord-144860-a4i9vnjz 31 17 unaffected unaffected JJ cord-144860-a4i9vnjz 31 18 by by IN cord-144860-a4i9vnjz 31 19 the the DT cord-144860-a4i9vnjz 31 20 overall overall JJ cord-144860-a4i9vnjz 31 21 level level NN cord-144860-a4i9vnjz 31 22 of of IN cord-144860-a4i9vnjz 31 23 cases case NNS cord-144860-a4i9vnjz 31 24 , , , cord-144860-a4i9vnjz 31 25 the the DT cord-144860-a4i9vnjz 31 26 different different JJ cord-144860-a4i9vnjz 31 27 start start NN cord-144860-a4i9vnjz 31 28 times time NNS cord-144860-a4i9vnjz 31 29 of of IN cord-144860-a4i9vnjz 31 30 epidemics epidemic NNS cord-144860-a4i9vnjz 31 31 in in IN cord-144860-a4i9vnjz 31 32 different different JJ cord-144860-a4i9vnjz 31 33 countries country NNS cord-144860-a4i9vnjz 31 34 ( ( -LRB- cord-144860-a4i9vnjz 31 35 phase phase NN cord-144860-a4i9vnjz 31 36 ) ) -RRB- cord-144860-a4i9vnjz 31 37 and and CC cord-144860-a4i9vnjz 31 38 country country NN cord-144860-a4i9vnjz 31 39 - - HYPH cord-144860-a4i9vnjz 31 40 specific specific JJ cord-144860-a4i9vnjz 31 41 internal internal JJ cord-144860-a4i9vnjz 31 42 delays delay NNS cord-144860-a4i9vnjz 31 43 due due JJ cord-144860-a4i9vnjz 31 44 to to IN cord-144860-a4i9vnjz 31 45 reporting reporting NN cord-144860-a4i9vnjz 31 46 requirements requirement NNS cord-144860-a4i9vnjz 31 47 ( ( -LRB- cord-144860-a4i9vnjz 31 48 also also RB cord-144860-a4i9vnjz 31 49 phase phase NN cord-144860-a4i9vnjz 31 50 ) ) -RRB- cord-144860-a4i9vnjz 31 51 . . . cord-144860-a4i9vnjz 32 1 In in IN cord-144860-a4i9vnjz 32 2 addition addition NN cord-144860-a4i9vnjz 32 3 , , , cord-144860-a4i9vnjz 32 4 the the DT cord-144860-a4i9vnjz 32 5 demonstration demonstration NN cord-144860-a4i9vnjz 32 6 of of IN cord-144860-a4i9vnjz 32 7 the the DT cord-144860-a4i9vnjz 32 8 presence presence NN cord-144860-a4i9vnjz 32 9 three three CD cord-144860-a4i9vnjz 32 10 consistent consistent JJ cord-144860-a4i9vnjz 32 11 cycles cycle NNS cord-144860-a4i9vnjz 32 12 across across IN cord-144860-a4i9vnjz 32 13 all all DT cord-144860-a4i9vnjz 32 14 countries country NNS cord-144860-a4i9vnjz 32 15 , , , cord-144860-a4i9vnjz 32 16 with with IN cord-144860-a4i9vnjz 32 17 some some DT cord-144860-a4i9vnjz 32 18 variation variation NN cord-144860-a4i9vnjz 32 19 , , , cord-144860-a4i9vnjz 32 20 provides provide VBZ cord-144860-a4i9vnjz 32 21 supporting support VBG cord-144860-a4i9vnjz 32 22 evidence evidence NN cord-144860-a4i9vnjz 32 23 for for IN cord-144860-a4i9vnjz 32 24 the the DT cord-144860-a4i9vnjz 32 25 suitability suitability NN cord-144860-a4i9vnjz 32 26 of of IN cord-144860-a4i9vnjz 32 27 the the DT cord-144860-a4i9vnjz 32 28 transformed transform VBN cord-144860-a4i9vnjz 32 29 new new JJ cord-144860-a4i9vnjz 32 30 daily daily JJ cord-144860-a4i9vnjz 32 31 cases case NNS cord-144860-a4i9vnjz 32 32 as as IN cord-144860-a4i9vnjz 32 33 a a DT cord-144860-a4i9vnjz 32 34 target target NN cord-144860-a4i9vnjz 32 35 of of IN cord-144860-a4i9vnjz 32 36 analysis analysis NN cord-144860-a4i9vnjz 32 37 , , , cord-144860-a4i9vnjz 32 38 and and CC cord-144860-a4i9vnjz 32 39 comparisons comparison NNS cord-144860-a4i9vnjz 32 40 between between IN cord-144860-a4i9vnjz 32 41 and and CC cord-144860-a4i9vnjz 32 42 across across IN cord-144860-a4i9vnjz 32 43 countries country NNS cord-144860-a4i9vnjz 32 44 , , , cord-144860-a4i9vnjz 32 45 Another another DT cord-144860-a4i9vnjz 32 46 topic topic NN cord-144860-a4i9vnjz 32 47 of of IN cord-144860-a4i9vnjz 32 48 great great JJ cord-144860-a4i9vnjz 32 49 current current JJ cord-144860-a4i9vnjz 32 50 interest interest NN cord-144860-a4i9vnjz 32 51 is be VBZ cord-144860-a4i9vnjz 32 52 to to TO cord-144860-a4i9vnjz 32 53 ascertain ascertain VB cord-144860-a4i9vnjz 32 54 whether whether IN cord-144860-a4i9vnjz 32 55 and and CC cord-144860-a4i9vnjz 32 56 how how WRB cord-144860-a4i9vnjz 32 57 a a DT cord-144860-a4i9vnjz 32 58 lockdown lockdown NN cord-144860-a4i9vnjz 32 59 will will MD cord-144860-a4i9vnjz 32 60 influence influence VB cord-144860-a4i9vnjz 32 61 the the DT cord-144860-a4i9vnjz 32 62 number number NN cord-144860-a4i9vnjz 32 63 of of IN cord-144860-a4i9vnjz 32 64 new new JJ cord-144860-a4i9vnjz 32 65 daily daily JJ cord-144860-a4i9vnjz 32 66 COVID-19 covid-19 CD cord-144860-a4i9vnjz 32 67 cases case NNS cord-144860-a4i9vnjz 32 68 . . . cord-144860-a4i9vnjz 33 1 We -PRON- PRP cord-144860-a4i9vnjz 33 2 consider consider VBP cord-144860-a4i9vnjz 33 3 this this DT cord-144860-a4i9vnjz 33 4 question question NN cord-144860-a4i9vnjz 33 5 for for IN cord-144860-a4i9vnjz 33 6 the the DT cord-144860-a4i9vnjz 33 7 group group NN cord-144860-a4i9vnjz 33 8 consisting consist VBG cord-144860-a4i9vnjz 33 9 of of IN cord-144860-a4i9vnjz 33 10 the the DT cord-144860-a4i9vnjz 33 11 UK UK NNP cord-144860-a4i9vnjz 33 12 , , , cord-144860-a4i9vnjz 33 13 Italy Italy NNP cord-144860-a4i9vnjz 33 14 , , , cord-144860-a4i9vnjz 33 15 France France NNP cord-144860-a4i9vnjz 33 16 , , , cord-144860-a4i9vnjz 33 17 Germany Germany NNP cord-144860-a4i9vnjz 33 18 , , , cord-144860-a4i9vnjz 33 19 Spain Spain NNP cord-144860-a4i9vnjz 33 20 , , , cord-144860-a4i9vnjz 33 21 Switzerland Switzerland NNP cord-144860-a4i9vnjz 33 22 , , , cord-144860-a4i9vnjz 33 23 Belgium Belgium NNP cord-144860-a4i9vnjz 33 24 and and CC cord-144860-a4i9vnjz 33 25 the the DT cord-144860-a4i9vnjz 33 26 Netherlands Netherlands NNP cord-144860-a4i9vnjz 33 27 . . . cord-144860-a4i9vnjz 34 1 The the DT cord-144860-a4i9vnjz 34 2 number number NN cord-144860-a4i9vnjz 34 3 of of IN cord-144860-a4i9vnjz 34 4 days day NNS cord-144860-a4i9vnjz 34 5 ( ( -LRB- cord-144860-a4i9vnjz 34 6 with with IN cord-144860-a4i9vnjz 34 7 cases case NNS cord-144860-a4i9vnjz 34 8 ) ) -RRB- cord-144860-a4i9vnjz 34 9 be be VB cord-144860-a4i9vnjz 34 10 - - HYPH cord-144860-a4i9vnjz 34 11 fore fore NN cord-144860-a4i9vnjz 34 12 lockdown lockdown NN cord-144860-a4i9vnjz 34 13 is be VBZ cord-144860-a4i9vnjz 34 14 , , , cord-144860-a4i9vnjz 34 15 on on IN cord-144860-a4i9vnjz 34 16 average average JJ cord-144860-a4i9vnjz 34 17 , , , cord-144860-a4i9vnjz 34 18 22 22 CD cord-144860-a4i9vnjz 34 19 for for IN cord-144860-a4i9vnjz 34 20 this this DT cord-144860-a4i9vnjz 34 21 group group NN cord-144860-a4i9vnjz 34 22 of of IN cord-144860-a4i9vnjz 34 23 countries country NNS cord-144860-a4i9vnjz 34 24 , , , cord-144860-a4i9vnjz 34 25 and and CC cord-144860-a4i9vnjz 34 26 , , , cord-144860-a4i9vnjz 34 27 after after IN cord-144860-a4i9vnjz 34 28 lockdown lockdown NN cord-144860-a4i9vnjz 34 29 , , , cord-144860-a4i9vnjz 34 30 is be VBZ cord-144860-a4i9vnjz 34 31 26 26 CD cord-144860-a4i9vnjz 34 32 ( ( -LRB- cord-144860-a4i9vnjz 34 33 except except IN cord-144860-a4i9vnjz 34 34 the the DT cord-144860-a4i9vnjz 34 35 UK UK NNP cord-144860-a4i9vnjz 34 36 , , , cord-144860-a4i9vnjz 34 37 which which WDT cord-144860-a4i9vnjz 34 38 started start VBD cord-144860-a4i9vnjz 34 39 its -PRON- PRP$ cord-144860-a4i9vnjz 34 40 lockdown lockdown NN cord-144860-a4i9vnjz 34 41 later later RB cord-144860-a4i9vnjz 34 42 ) ) -RRB- cord-144860-a4i9vnjz 34 43 . . . cord-144860-a4i9vnjz 35 1 The the DT cord-144860-a4i9vnjz 35 2 averages average NNS cord-144860-a4i9vnjz 35 3 just just RB cord-144860-a4i9vnjz 35 4 quoted quote VBN cord-144860-a4i9vnjz 35 5 include include VBP cord-144860-a4i9vnjz 35 6 allowance allowance NN cord-144860-a4i9vnjz 35 7 for for IN cord-144860-a4i9vnjz 35 8 a a DT cord-144860-a4i9vnjz 35 9 seven seven CD cord-144860-a4i9vnjz 35 10 day day NN cord-144860-a4i9vnjz 35 11 incubation incubation NN cord-144860-a4i9vnjz 35 12 period period NN cord-144860-a4i9vnjz 35 13 . . . cord-144860-a4i9vnjz 36 1 Our -PRON- PRP$ cord-144860-a4i9vnjz 36 2 analysis analysis NN cord-144860-a4i9vnjz 36 3 compares compare VBZ cord-144860-a4i9vnjz 36 4 the the DT cord-144860-a4i9vnjz 36 5 spectral spectral JJ cord-144860-a4i9vnjz 36 6 properties property NNS cord-144860-a4i9vnjz 36 7 before before IN cord-144860-a4i9vnjz 36 8 and and CC cord-144860-a4i9vnjz 36 9 after after IN cord-144860-a4i9vnjz 36 10 lockdown lockdown NN cord-144860-a4i9vnjz 36 11 . . . cord-144860-a4i9vnjz 37 1 A a DT cord-144860-a4i9vnjz 37 2 spectrum spectrum NN cord-144860-a4i9vnjz 37 3 based base VBN cord-144860-a4i9vnjz 37 4 on on IN cord-144860-a4i9vnjz 37 5 about about RB cord-144860-a4i9vnjz 37 6 25 25 CD cord-144860-a4i9vnjz 37 7 days day NNS cord-144860-a4i9vnjz 37 8 worth worth JJ cord-144860-a4i9vnjz 37 9 of of IN cord-144860-a4i9vnjz 37 10 data datum NNS cord-144860-a4i9vnjz 37 11 would would MD cord-144860-a4i9vnjz 37 12 provide provide VB cord-144860-a4i9vnjz 37 13 a a DT cord-144860-a4i9vnjz 37 14 very very RB cord-144860-a4i9vnjz 37 15 poor poor JJ cord-144860-a4i9vnjz 37 16 and and CC cord-144860-a4i9vnjz 37 17 highly highly RB cord-144860-a4i9vnjz 37 18 uncertain uncertain JJ cord-144860-a4i9vnjz 37 19 estimate estimate NN cord-144860-a4i9vnjz 37 20 . . . cord-144860-a4i9vnjz 38 1 However however RB cord-144860-a4i9vnjz 38 2 , , , cord-144860-a4i9vnjz 38 3 our -PRON- PRP$ cord-144860-a4i9vnjz 38 4 spectral spectral JJ cord-144860-a4i9vnjz 38 5 fusion fusion NN cord-144860-a4i9vnjz 38 6 methods method NNS cord-144860-a4i9vnjz 38 7 [ [ -LRB- cord-144860-a4i9vnjz 38 8 3 3 CD cord-144860-a4i9vnjz 38 9 ] ] -RRB- cord-144860-a4i9vnjz 38 10 permit permit VB cord-144860-a4i9vnjz 38 11 effective effective JJ cord-144860-a4i9vnjz 38 12 sample sample NN cord-144860-a4i9vnjz 38 13 sizes size NNS cord-144860-a4i9vnjz 38 14 for for IN cord-144860-a4i9vnjz 38 15 the the DT cord-144860-a4i9vnjz 38 16 group group NN cord-144860-a4i9vnjz 38 17 of of IN cord-144860-a4i9vnjz 38 18 192 192 CD cord-144860-a4i9vnjz 38 19 days day NNS cord-144860-a4i9vnjz 38 20 worth worth JJ cord-144860-a4i9vnjz 38 21 of of IN cord-144860-a4i9vnjz 38 22 data datum NNS cord-144860-a4i9vnjz 38 23 prior prior RB cord-144860-a4i9vnjz 38 24 to to IN cord-144860-a4i9vnjz 38 25 the the DT cord-144860-a4i9vnjz 38 26 lockdown lockdown NN cord-144860-a4i9vnjz 38 27 , , , cord-144860-a4i9vnjz 38 28 and and CC cord-144860-a4i9vnjz 38 29 196 196 CD cord-144860-a4i9vnjz 38 30 after after RB cord-144860-a4i9vnjz 38 31 , , , cord-144860-a4i9vnjz 38 32 resulting result VBG cord-144860-a4i9vnjz 38 33 in in IN cord-144860-a4i9vnjz 38 34 highly highly RB cord-144860-a4i9vnjz 38 35 accurate accurate JJ cord-144860-a4i9vnjz 38 36 spectral spectral JJ cord-144860-a4i9vnjz 38 37 estimates estimate NNS cord-144860-a4i9vnjz 38 38 for for IN cord-144860-a4i9vnjz 38 39 these these DT cord-144860-a4i9vnjz 38 40 periods period NNS cord-144860-a4i9vnjz 38 41 . . . cord-144860-a4i9vnjz 39 1 We -PRON- PRP cord-144860-a4i9vnjz 39 2 learn learn VBP cord-144860-a4i9vnjz 39 3 that that IN cord-144860-a4i9vnjz 39 4 , , , cord-144860-a4i9vnjz 39 5 after after IN cord-144860-a4i9vnjz 39 6 lockdown lockdown NN cord-144860-a4i9vnjz 39 7 , , , cord-144860-a4i9vnjz 39 8 the the DT cord-144860-a4i9vnjz 39 9 weekly weekly JJ cord-144860-a4i9vnjz 39 10 cycle cycle NN cord-144860-a4i9vnjz 39 11 remains remain VBZ cord-144860-a4i9vnjz 39 12 strong strong JJ cord-144860-a4i9vnjz 39 13 , , , cord-144860-a4i9vnjz 39 14 but but CC cord-144860-a4i9vnjz 39 15 the the DT cord-144860-a4i9vnjz 39 16 cycles cycle NNS cord-144860-a4i9vnjz 39 17 operating operate VBG cord-144860-a4i9vnjz 39 18 around around IN cord-144860-a4i9vnjz 39 19 2.7 2.7 CD cord-144860-a4i9vnjz 39 20 and and CC cord-144860-a4i9vnjz 39 21 4.1 4.1 CD cord-144860-a4i9vnjz 39 22 days day NNS cord-144860-a4i9vnjz 39 23 become become VBP cord-144860-a4i9vnjz 39 24 suppressed suppress VBN cord-144860-a4i9vnjz 39 25 . . . cord-144860-a4i9vnjz 40 1 This this DT cord-144860-a4i9vnjz 40 2 indicates indicate VBZ cord-144860-a4i9vnjz 40 3 that that IN cord-144860-a4i9vnjz 40 4 the the DT cord-144860-a4i9vnjz 40 5 weekly weekly JJ cord-144860-a4i9vnjz 40 6 cycle cycle NN cord-144860-a4i9vnjz 40 7 is be VBZ cord-144860-a4i9vnjz 40 8 due due JJ cord-144860-a4i9vnjz 40 9 , , , cord-144860-a4i9vnjz 40 10 at at IN cord-144860-a4i9vnjz 40 11 least least JJS cord-144860-a4i9vnjz 40 12 in in IN cord-144860-a4i9vnjz 40 13 part part NN cord-144860-a4i9vnjz 40 14 , , , cord-144860-a4i9vnjz 40 15 to to IN cord-144860-a4i9vnjz 40 16 administrative administrative JJ cord-144860-a4i9vnjz 40 17 recording recording NN cord-144860-a4i9vnjz 40 18 effects effect NNS cord-144860-a4i9vnjz 40 19 , , , cord-144860-a4i9vnjz 40 20 which which WDT cord-144860-a4i9vnjz 40 21 are be VBP cord-144860-a4i9vnjz 40 22 not not RB cord-144860-a4i9vnjz 40 23 effected effect VBN cord-144860-a4i9vnjz 40 24 by by IN cord-144860-a4i9vnjz 40 25 the the DT cord-144860-a4i9vnjz 40 26 lockdown lockdown NN cord-144860-a4i9vnjz 40 27 , , , cord-144860-a4i9vnjz 40 28 whereas whereas IN cord-144860-a4i9vnjz 40 29 the the DT cord-144860-a4i9vnjz 40 30 2.7 2.7 CD cord-144860-a4i9vnjz 40 31 and and CC cord-144860-a4i9vnjz 40 32 4.1 4.1 CD cord-144860-a4i9vnjz 40 33 day day NN cord-144860-a4i9vnjz 40 34 cycles cycle NNS cord-144860-a4i9vnjz 40 35 might may MD cord-144860-a4i9vnjz 40 36 be be VB cord-144860-a4i9vnjz 40 37 related relate VBN cord-144860-a4i9vnjz 40 38 to to IN cord-144860-a4i9vnjz 40 39 virus virus NN cord-144860-a4i9vnjz 40 40 dynamics dynamic NNS cord-144860-a4i9vnjz 40 41 , , , cord-144860-a4i9vnjz 40 42 which which WDT cord-144860-a4i9vnjz 40 43 is be VBZ cord-144860-a4i9vnjz 40 44 certainly certainly RB cord-144860-a4i9vnjz 40 45 affected affect VBN cord-144860-a4i9vnjz 40 46 by by IN cord-144860-a4i9vnjz 40 47 lockdown lockdown NN cord-144860-a4i9vnjz 40 48 . . . cord-144860-a4i9vnjz 41 1 The the DT cord-144860-a4i9vnjz 41 2 discovery discovery NN cord-144860-a4i9vnjz 41 3 of of IN cord-144860-a4i9vnjz 41 4 how how WRB cord-144860-a4i9vnjz 41 5 the the DT cord-144860-a4i9vnjz 41 6 high high JJ cord-144860-a4i9vnjz 41 7 - - HYPH cord-144860-a4i9vnjz 41 8 frequency frequency NN cord-144860-a4i9vnjz 41 9 cycles cycle NNS cord-144860-a4i9vnjz 41 10 are be VBP cord-144860-a4i9vnjz 41 11 disrupted disrupt VBN cord-144860-a4i9vnjz 41 12 by by IN cord-144860-a4i9vnjz 41 13 full full JJ cord-144860-a4i9vnjz 41 14 lockdown lockdown NN cord-144860-a4i9vnjz 41 15 suggests suggest VBZ cord-144860-a4i9vnjz 41 16 that that IN cord-144860-a4i9vnjz 41 17 they -PRON- PRP cord-144860-a4i9vnjz 41 18 could could MD cord-144860-a4i9vnjz 41 19 be be VB cord-144860-a4i9vnjz 41 20 monitored monitor VBN cord-144860-a4i9vnjz 41 21 during during IN cord-144860-a4i9vnjz 41 22 partial partial JJ cord-144860-a4i9vnjz 41 23 lockdowns lockdown NNS cord-144860-a4i9vnjz 41 24 . . . cord-144860-a4i9vnjz 42 1 For for IN cord-144860-a4i9vnjz 42 2 example example NN cord-144860-a4i9vnjz 42 3 , , , cord-144860-a4i9vnjz 42 4 if if IN cord-144860-a4i9vnjz 42 5 schools school NNS cord-144860-a4i9vnjz 42 6 are be VBP cord-144860-a4i9vnjz 42 7 reopened reopen VBN cord-144860-a4i9vnjz 42 8 and and CC cord-144860-a4i9vnjz 42 9 the the DT cord-144860-a4i9vnjz 42 10 2.7 2.7 CD cord-144860-a4i9vnjz 42 11 and and CC cord-144860-a4i9vnjz 42 12 4.1 4.1 CD cord-144860-a4i9vnjz 42 13 day day NN cord-144860-a4i9vnjz 42 14 cycles cycle NNS cord-144860-a4i9vnjz 42 15 do do VBP cord-144860-a4i9vnjz 42 16 not not RB cord-144860-a4i9vnjz 42 17 reappear reappear VB cord-144860-a4i9vnjz 42 18 , , , cord-144860-a4i9vnjz 42 19 then then RB cord-144860-a4i9vnjz 42 20 this this DT cord-144860-a4i9vnjz 42 21 might may MD cord-144860-a4i9vnjz 42 22 indicate indicate VB cord-144860-a4i9vnjz 42 23 the the DT cord-144860-a4i9vnjz 42 24 effectiveness effectiveness NN cord-144860-a4i9vnjz 42 25 of of IN cord-144860-a4i9vnjz 42 26 that that DT cord-144860-a4i9vnjz 42 27 strategy strategy NN cord-144860-a4i9vnjz 42 28 . . . cord-144860-a4i9vnjz 43 1 Given give VBN cord-144860-a4i9vnjz 43 2 the the DT cord-144860-a4i9vnjz 43 3 similarity similarity NN cord-144860-a4i9vnjz 43 4 of of IN cord-144860-a4i9vnjz 43 5 the the DT cord-144860-a4i9vnjz 43 6 cycles cycle NNS cord-144860-a4i9vnjz 43 7 across across IN cord-144860-a4i9vnjz 43 8 countries country NNS cord-144860-a4i9vnjz 43 9 , , , cord-144860-a4i9vnjz 43 10 this this DT cord-144860-a4i9vnjz 43 11 indicates indicate VBZ cord-144860-a4i9vnjz 43 12 that that IN cord-144860-a4i9vnjz 43 13 cases case NNS cord-144860-a4i9vnjz 43 14 could could MD cord-144860-a4i9vnjz 43 15 be be VB cord-144860-a4i9vnjz 43 16 monitored monitor VBN cord-144860-a4i9vnjz 43 17 and and CC cord-144860-a4i9vnjz 43 18 pooled pool VBN cord-144860-a4i9vnjz 43 19 across across IN cord-144860-a4i9vnjz 43 20 regions region NNS cord-144860-a4i9vnjz 43 21 , , , cord-144860-a4i9vnjz 43 22 over over IN cord-144860-a4i9vnjz 43 23 a a DT cord-144860-a4i9vnjz 43 24 short short JJ cord-144860-a4i9vnjz 43 25 number number NN cord-144860-a4i9vnjz 43 26 of of IN cord-144860-a4i9vnjz 43 27 days day NNS cord-144860-a4i9vnjz 43 28 to to TO cord-144860-a4i9vnjz 43 29 be be VB cord-144860-a4i9vnjz 43 30 fused fuse VBN cord-144860-a4i9vnjz 43 31 into into IN cord-144860-a4i9vnjz 43 32 longer long JJR cord-144860-a4i9vnjz 43 33 effective effective JJ cord-144860-a4i9vnjz 43 34 samples sample NNS cord-144860-a4i9vnjz 43 35 using use VBG cord-144860-a4i9vnjz 43 36 the the DT cord-144860-a4i9vnjz 43 37 methods method NNS cord-144860-a4i9vnjz 43 38 described describe VBN cord-144860-a4i9vnjz 43 39 here here RB cord-144860-a4i9vnjz 43 40 . . . cord-144860-a4i9vnjz 44 1 A a DT cord-144860-a4i9vnjz 44 2 more more RBR cord-144860-a4i9vnjz 44 3 difficult difficult JJ cord-144860-a4i9vnjz 44 4 problem problem NN cord-144860-a4i9vnjz 44 5 is be VBZ cord-144860-a4i9vnjz 44 6 that that DT cord-144860-a4i9vnjz 44 7 of of IN cord-144860-a4i9vnjz 44 8 forecasting forecasting NN cord-144860-a4i9vnjz 44 9 transformed transform VBN cord-144860-a4i9vnjz 44 10 new new JJ cord-144860-a4i9vnjz 44 11 daily daily JJ cord-144860-a4i9vnjz 44 12 COVID-19 covid-19 CD cord-144860-a4i9vnjz 44 13 cases case NNS cord-144860-a4i9vnjz 44 14 . . . cord-144860-a4i9vnjz 45 1 Such such JJ cord-144860-a4i9vnjz 45 2 information information NN cord-144860-a4i9vnjz 45 3 would would MD cord-144860-a4i9vnjz 45 4 be be VB cord-144860-a4i9vnjz 45 5 of of IN cord-144860-a4i9vnjz 45 6 great great JJ cord-144860-a4i9vnjz 45 7 interest interest NN cord-144860-a4i9vnjz 45 8 , , , cord-144860-a4i9vnjz 45 9 e.g. e.g. RB cord-144860-a4i9vnjz 45 10 , , , cord-144860-a4i9vnjz 45 11 to to IN cord-144860-a4i9vnjz 45 12 those those DT cord-144860-a4i9vnjz 45 13 planning plan VBG cord-144860-a4i9vnjz 45 14 health health NN cord-144860-a4i9vnjz 45 15 provision provision NN cord-144860-a4i9vnjz 45 16 over over IN cord-144860-a4i9vnjz 45 17 a a DT cord-144860-a4i9vnjz 45 18 short short JJ cord-144860-a4i9vnjz 45 19 timescale timescale NN cord-144860-a4i9vnjz 45 20 . . . cord-144860-a4i9vnjz 46 1 Knowledge knowledge NN cord-144860-a4i9vnjz 46 2 of of IN cord-144860-a4i9vnjz 46 3 the the DT cord-144860-a4i9vnjz 46 4 three three CD cord-144860-a4i9vnjz 46 5 cycles cycle NNS cord-144860-a4i9vnjz 46 6 is be VBZ cord-144860-a4i9vnjz 46 7 helpful helpful JJ cord-144860-a4i9vnjz 46 8 and and CC cord-144860-a4i9vnjz 46 9 we -PRON- PRP cord-144860-a4i9vnjz 46 10 have have VBP cord-144860-a4i9vnjz 46 11 had have VBN cord-144860-a4i9vnjz 46 12 moderate moderate JJ cord-144860-a4i9vnjz 46 13 success success NN cord-144860-a4i9vnjz 46 14 in in IN cord-144860-a4i9vnjz 46 15 forecasting forecast VBG cord-144860-a4i9vnjz 46 16 daily daily JJ cord-144860-a4i9vnjz 46 17 cases case NNS cord-144860-a4i9vnjz 46 18 . . . cord-144860-a4i9vnjz 47 1 However however RB cord-144860-a4i9vnjz 47 2 , , , cord-144860-a4i9vnjz 47 3 with with IN cord-144860-a4i9vnjz 47 4 individual individual JJ cord-144860-a4i9vnjz 47 5 country country NN cord-144860-a4i9vnjz 47 6 series series NN cord-144860-a4i9vnjz 47 7 , , , cord-144860-a4i9vnjz 47 8 with with IN cord-144860-a4i9vnjz 47 9 smaller small JJR cord-144860-a4i9vnjz 47 10 number number NN cord-144860-a4i9vnjz 47 11 of of IN cord-144860-a4i9vnjz 47 12 days day NNS cord-144860-a4i9vnjz 47 13 , , , cord-144860-a4i9vnjz 47 14 it -PRON- PRP cord-144860-a4i9vnjz 47 15 is be VBZ cord-144860-a4i9vnjz 47 16 unrealistic unrealistic JJ cord-144860-a4i9vnjz 47 17 to to TO cord-144860-a4i9vnjz 47 18 expect expect VB cord-144860-a4i9vnjz 47 19 too too RB cord-144860-a4i9vnjz 47 20 much much JJ cord-144860-a4i9vnjz 47 21 and and CC cord-144860-a4i9vnjz 47 22 , , , cord-144860-a4i9vnjz 47 23 in in IN cord-144860-a4i9vnjz 47 24 particular particular JJ cord-144860-a4i9vnjz 47 25 , , , cord-144860-a4i9vnjz 47 26 the the DT cord-144860-a4i9vnjz 47 27 transformed transform VBN cord-144860-a4i9vnjz 47 28 cycles cycle NNS cord-144860-a4i9vnjz 47 29 experience experience NN cord-144860-a4i9vnjz 47 30 both both CC cord-144860-a4i9vnjz 47 31 a a DT cord-144860-a4i9vnjz 47 32 degree degree NN cord-144860-a4i9vnjz 47 33 of of IN cord-144860-a4i9vnjz 47 34 time time NN cord-144860-a4i9vnjz 47 35 - - HYPH cord-144860-a4i9vnjz 47 36 modulation modulation NN cord-144860-a4i9vnjz 47 37 and and CC cord-144860-a4i9vnjz 47 38 possible possible JJ cord-144860-a4i9vnjz 47 39 frequency frequency NN cord-144860-a4i9vnjz 47 40 changes change NNS cord-144860-a4i9vnjz 47 41 . . . cord-144860-a4i9vnjz 48 1 More more RBR cord-144860-a4i9vnjz 48 2 useful useful JJ cord-144860-a4i9vnjz 48 3 perhaps perhaps RB cord-144860-a4i9vnjz 48 4 , , , cord-144860-a4i9vnjz 48 5 are be VBP cord-144860-a4i9vnjz 48 6 not not RB cord-144860-a4i9vnjz 48 7 daily daily JJ cord-144860-a4i9vnjz 48 8 forecasts forecast NNS cord-144860-a4i9vnjz 48 9 , , , cord-144860-a4i9vnjz 48 10 but but CC cord-144860-a4i9vnjz 48 11 the the DT cord-144860-a4i9vnjz 48 12 knowledge knowledge NN cord-144860-a4i9vnjz 48 13 that that WDT cord-144860-a4i9vnjz 48 14 the the DT cord-144860-a4i9vnjz 48 15 number number NN cord-144860-a4i9vnjz 48 16 of of IN cord-144860-a4i9vnjz 48 17 cases case NNS cord-144860-a4i9vnjz 48 18 will will MD cord-144860-a4i9vnjz 48 19 increase increase VB cord-144860-a4i9vnjz 48 20 and and CC cord-144860-a4i9vnjz 48 21 decrease decrease VB cord-144860-a4i9vnjz 48 22 over over IN cord-144860-a4i9vnjz 48 23 a a DT cord-144860-a4i9vnjz 48 24 period period NN cord-144860-a4i9vnjz 48 25 of of IN cord-144860-a4i9vnjz 48 26 three three CD cord-144860-a4i9vnjz 48 27 / / SYM cord-144860-a4i9vnjz 48 28 four four CD cord-144860-a4i9vnjz 48 29 days day NNS cord-144860-a4i9vnjz 48 30 . . . cord-144860-a4i9vnjz 49 1 This this DT cord-144860-a4i9vnjz 49 2 means mean VBZ cord-144860-a4i9vnjz 49 3 that that IN cord-144860-a4i9vnjz 49 4 if if IN cord-144860-a4i9vnjz 49 5 one one PRP cord-144860-a4i9vnjz 49 6 observes observe VBZ cord-144860-a4i9vnjz 49 7 a a DT cord-144860-a4i9vnjz 49 8 decrease decrease NN cord-144860-a4i9vnjz 49 9 in in IN cord-144860-a4i9vnjz 49 10 the the DT cord-144860-a4i9vnjz 49 11 number number NN cord-144860-a4i9vnjz 49 12 of of IN cord-144860-a4i9vnjz 49 13 daily daily JJ cord-144860-a4i9vnjz 49 14 COVID-19 covid-19 JJ cord-144860-a4i9vnjz 49 15 cases case NNS cord-144860-a4i9vnjz 49 16 after after IN cord-144860-a4i9vnjz 49 17 lockdown lockdown NN cord-144860-a4i9vnjz 49 18 , , , cord-144860-a4i9vnjz 49 19 that that WDT cord-144860-a4i9vnjz 49 20 does do VBZ cord-144860-a4i9vnjz 49 21 not not RB cord-144860-a4i9vnjz 49 22 necessarily necessarily RB cord-144860-a4i9vnjz 49 23 mean mean VB cord-144860-a4i9vnjz 49 24 the the DT cord-144860-a4i9vnjz 49 25 peak peak NN cord-144860-a4i9vnjz 49 26 has have VBZ cord-144860-a4i9vnjz 49 27 been be VBN cord-144860-a4i9vnjz 49 28 reached reach VBN cord-144860-a4i9vnjz 49 29 , , , cord-144860-a4i9vnjz 49 30 but but CC cord-144860-a4i9vnjz 49 31 is be VBZ cord-144860-a4i9vnjz 49 32 simply simply RB cord-144860-a4i9vnjz 49 33 a a DT cord-144860-a4i9vnjz 49 34 manifestation manifestation NN cord-144860-a4i9vnjz 49 35 of of IN cord-144860-a4i9vnjz 49 36 the the DT cord-144860-a4i9vnjz 49 37 3/4 3/4 CD cord-144860-a4i9vnjz 49 38 day day NN cord-144860-a4i9vnjz 49 39 cycles cycle NNS cord-144860-a4i9vnjz 49 40 . . . cord-144860-a4i9vnjz 50 1 Hence hence RB cord-144860-a4i9vnjz 50 2 , , , cord-144860-a4i9vnjz 50 3 one one PRP cord-144860-a4i9vnjz 50 4 might may MD cord-144860-a4i9vnjz 50 5 believe believe VB cord-144860-a4i9vnjz 50 6 a a DT cord-144860-a4i9vnjz 50 7 lockdown lockdown NN cord-144860-a4i9vnjz 50 8 strategy strategy NN cord-144860-a4i9vnjz 50 9 has have VBZ cord-144860-a4i9vnjz 50 10 been be VBN cord-144860-a4i9vnjz 50 11 successful successful JJ cord-144860-a4i9vnjz 50 12 after after IN cord-144860-a4i9vnjz 50 13 a a DT cord-144860-a4i9vnjz 50 14 sustained sustained JJ cord-144860-a4i9vnjz 50 15 decrease decrease NN cord-144860-a4i9vnjz 50 16 of of IN cord-144860-a4i9vnjz 50 17 at at RB cord-144860-a4i9vnjz 50 18 least least RBS cord-144860-a4i9vnjz 50 19 four four CD cord-144860-a4i9vnjz 50 20 days day NNS cord-144860-a4i9vnjz 50 21 . . . cord-144860-a4i9vnjz 51 1 Spectral spectral JJ cord-144860-a4i9vnjz 51 2 analysis analysis NN cord-144860-a4i9vnjz 51 3 [ [ -LRB- cord-144860-a4i9vnjz 51 4 1 1 CD cord-144860-a4i9vnjz 51 5 , , , cord-144860-a4i9vnjz 51 6 5 5 CD cord-144860-a4i9vnjz 51 7 ] ] -RRB- cord-144860-a4i9vnjz 51 8 of of IN cord-144860-a4i9vnjz 51 9 epidemics epidemic NNS cord-144860-a4i9vnjz 51 10 is be VBZ cord-144860-a4i9vnjz 51 11 not not RB cord-144860-a4i9vnjz 51 12 new new JJ cord-144860-a4i9vnjz 51 13 , , , cord-144860-a4i9vnjz 51 14 but but CC cord-144860-a4i9vnjz 51 15 most most JJS cord-144860-a4i9vnjz 51 16 work work NN cord-144860-a4i9vnjz 51 17 has have VBZ cord-144860-a4i9vnjz 51 18 been be VBN cord-144860-a4i9vnjz 51 19 carried carry VBN cord-144860-a4i9vnjz 51 20 out out RP cord-144860-a4i9vnjz 51 21 on on IN cord-144860-a4i9vnjz 51 22 epidemics epidemic NNS cord-144860-a4i9vnjz 51 23 observed observe VBN cord-144860-a4i9vnjz 51 24 over over IN cord-144860-a4i9vnjz 51 25 long long JJ cord-144860-a4i9vnjz 51 26 time time NN cord-144860-a4i9vnjz 51 27 periods period NNS cord-144860-a4i9vnjz 51 28 ( ( -LRB- cord-144860-a4i9vnjz 51 29 seasons season NNS cord-144860-a4i9vnjz 51 30 and and CC cord-144860-a4i9vnjz 51 31 years year NNS cord-144860-a4i9vnjz 51 32 ) ) -RRB- cord-144860-a4i9vnjz 51 33 using use VBG cord-144860-a4i9vnjz 51 34 lengthy lengthy JJ cord-144860-a4i9vnjz 51 35 time time NN cord-144860-a4i9vnjz 51 36 series series NN cord-144860-a4i9vnjz 51 37 [ [ -LRB- cord-144860-a4i9vnjz 51 38 6 6 CD cord-144860-a4i9vnjz 51 39 , , , cord-144860-a4i9vnjz 51 40 7 7 CD cord-144860-a4i9vnjz 51 41 , , , cord-144860-a4i9vnjz 51 42 8 8 CD cord-144860-a4i9vnjz 51 43 ] ] -RRB- cord-144860-a4i9vnjz 51 44 . . . cord-144860-a4i9vnjz 52 1 Recent recent JJ cord-144860-a4i9vnjz 52 2 work work NN cord-144860-a4i9vnjz 52 3 [ [ -LRB- cord-144860-a4i9vnjz 52 4 9 9 CD cord-144860-a4i9vnjz 52 5 ] ] -RRB- cord-144860-a4i9vnjz 52 6 on on IN cord-144860-a4i9vnjz 52 7 COVID-19 COVID-19 NNP cord-144860-a4i9vnjz 52 8 has have VBZ cord-144860-a4i9vnjz 52 9 applied apply VBN cord-144860-a4i9vnjz 52 10 popular popular JJ cord-144860-a4i9vnjz 52 11 autoregressive autoregressive NN cord-144860-a4i9vnjz 52 12 integrated integrate VBN cord-144860-a4i9vnjz 52 13 moving move VBG cord-144860-a4i9vnjz 52 14 average average JJ cord-144860-a4i9vnjz 52 15 process process NN cord-144860-a4i9vnjz 52 16 [ [ -LRB- cord-144860-a4i9vnjz 52 17 10 10 CD cord-144860-a4i9vnjz 52 18 , , , cord-144860-a4i9vnjz 52 19 1 1 CD cord-144860-a4i9vnjz 52 20 ] ] -RRB- cord-144860-a4i9vnjz 52 21 models model NNS cord-144860-a4i9vnjz 52 22 to to IN cord-144860-a4i9vnjz 52 23 a a DT cord-144860-a4i9vnjz 52 24 single single JJ cord-144860-a4i9vnjz 52 25 prevalence prevalence NN cord-144860-a4i9vnjz 52 26 time time NN cord-144860-a4i9vnjz 52 27 series series NN cord-144860-a4i9vnjz 52 28 with with IN cord-144860-a4i9vnjz 52 29 a a DT cord-144860-a4i9vnjz 52 30 sample sample NN cord-144860-a4i9vnjz 52 31 size size NN cord-144860-a4i9vnjz 52 32 of of IN cord-144860-a4i9vnjz 52 33 n n NN cord-144860-a4i9vnjz 52 34 = = SYM cord-144860-a4i9vnjz 52 35 22 22 CD cord-144860-a4i9vnjz 52 36 . . . cord-144860-a4i9vnjz 53 1 However however RB cord-144860-a4i9vnjz 53 2 , , , cord-144860-a4i9vnjz 53 3 conclusions conclusion NNS cord-144860-a4i9vnjz 53 4 derived derive VBN cord-144860-a4i9vnjz 53 5 from from IN cord-144860-a4i9vnjz 53 6 such such JJ cord-144860-a4i9vnjz 53 7 analyses analysis NNS cord-144860-a4i9vnjz 53 8 on on IN cord-144860-a4i9vnjz 53 9 a a DT cord-144860-a4i9vnjz 53 10 single single JJ cord-144860-a4i9vnjz 53 11 series series NN cord-144860-a4i9vnjz 53 12 with with IN cord-144860-a4i9vnjz 53 13 such such JJ cord-144860-a4i9vnjz 53 14 small small JJ cord-144860-a4i9vnjz 53 15 sample sample NN cord-144860-a4i9vnjz 53 16 sizes size NNS cord-144860-a4i9vnjz 53 17 [ [ -LRB- cord-144860-a4i9vnjz 53 18 11 11 CD cord-144860-a4i9vnjz 53 19 ] ] -RRB- cord-144860-a4i9vnjz 53 20 are be VBP cord-144860-a4i9vnjz 53 21 questionable questionable JJ cord-144860-a4i9vnjz 53 22 . . . cord-144860-a4i9vnjz 54 1 For for IN cord-144860-a4i9vnjz 54 2 example example NN cord-144860-a4i9vnjz 54 3 , , , cord-144860-a4i9vnjz 54 4 an an DT cord-144860-a4i9vnjz 54 5 autoregressive autoregressive JJ cord-144860-a4i9vnjz 54 6 process process NN cord-144860-a4i9vnjz 54 7 of of IN cord-144860-a4i9vnjz 54 8 order order NN cord-144860-a4i9vnjz 54 9 one one CD cord-144860-a4i9vnjz 54 10 with with IN cord-144860-a4i9vnjz 54 11 parameter parameter NN cord-144860-a4i9vnjz 54 12 0.9 0.9 CD cord-144860-a4i9vnjz 54 13 , , , cord-144860-a4i9vnjz 54 14 normally normally RB cord-144860-a4i9vnjz 54 15 considered consider VBN cord-144860-a4i9vnjz 54 16 to to TO cord-144860-a4i9vnjz 54 17 be be VB cord-144860-a4i9vnjz 54 18 a a DT cord-144860-a4i9vnjz 54 19 strong strong JJ cord-144860-a4i9vnjz 54 20 signal signal NN cord-144860-a4i9vnjz 54 21 , , , cord-144860-a4i9vnjz 54 22 is be VBZ cord-144860-a4i9vnjz 54 23 only only RB cord-144860-a4i9vnjz 54 24 distinguishable distinguishable JJ cord-144860-a4i9vnjz 54 25 from from IN cord-144860-a4i9vnjz 54 26 white white JJ cord-144860-a4i9vnjz 54 27 noise noise NN cord-144860-a4i9vnjz 54 28 [ [ -LRB- cord-144860-a4i9vnjz 54 29 12 12 CD cord-144860-a4i9vnjz 54 30 ] ] -RRB- cord-144860-a4i9vnjz 54 31 approximately approximately RB cord-144860-a4i9vnjz 54 32 20 20 CD cord-144860-a4i9vnjz 54 33 % % NN cord-144860-a4i9vnjz 54 34 of of IN cord-144860-a4i9vnjz 54 35 the the DT cord-144860-a4i9vnjz 54 36 time time NN cord-144860-a4i9vnjz 54 37 with with IN cord-144860-a4i9vnjz 54 38 sample sample NN cord-144860-a4i9vnjz 54 39 size size NN cord-144860-a4i9vnjz 54 40 of of IN cord-144860-a4i9vnjz 54 41 n n NN cord-144860-a4i9vnjz 54 42 = = SYM cord-144860-a4i9vnjz 54 43 22 22 CD cord-144860-a4i9vnjz 54 44 ; ; , cord-144860-a4i9vnjz 54 45 basic basic JJ cord-144860-a4i9vnjz 54 46 simulation simulation NN cord-144860-a4i9vnjz 54 47 studies study NNS cord-144860-a4i9vnjz 54 48 show show VBP cord-144860-a4i9vnjz 54 49 the the DT cord-144860-a4i9vnjz 54 50 large large JJ cord-144860-a4i9vnjz 54 51 number number NN cord-144860-a4i9vnjz 54 52 of of IN cord-144860-a4i9vnjz 54 53 possible possible JJ cord-144860-a4i9vnjz 54 54 different different JJ cord-144860-a4i9vnjz 54 55 models model NNS cord-144860-a4i9vnjz 54 56 that that WDT cord-144860-a4i9vnjz 54 57 can can MD cord-144860-a4i9vnjz 54 58 fit fit VB cord-144860-a4i9vnjz 54 59 such such JJ cord-144860-a4i9vnjz 54 60 short short JJ cord-144860-a4i9vnjz 54 61 series series NN cord-144860-a4i9vnjz 54 62 apparently apparently RB cord-144860-a4i9vnjz 54 63 well well RB cord-144860-a4i9vnjz 54 64 . . . cord-144860-a4i9vnjz 55 1 This this DT cord-144860-a4i9vnjz 55 2 indicates indicate VBZ cord-144860-a4i9vnjz 55 3 that that IN cord-144860-a4i9vnjz 55 4 it -PRON- PRP cord-144860-a4i9vnjz 55 5 is be VBZ cord-144860-a4i9vnjz 55 6 virtually virtually RB cord-144860-a4i9vnjz 55 7 impossible impossible JJ cord-144860-a4i9vnjz 55 8 to to TO cord-144860-a4i9vnjz 55 9 tie tie VB cord-144860-a4i9vnjz 55 10 down down RP cord-144860-a4i9vnjz 55 11 the the DT cord-144860-a4i9vnjz 55 12 correct correct JJ cord-144860-a4i9vnjz 55 13 model model NN cord-144860-a4i9vnjz 55 14 with with IN cord-144860-a4i9vnjz 55 15 such such PDT cord-144860-a4i9vnjz 55 16 a a DT cord-144860-a4i9vnjz 55 17 small small JJ cord-144860-a4i9vnjz 55 18 sample sample NN cord-144860-a4i9vnjz 55 19 size size NN cord-144860-a4i9vnjz 55 20 . . . cord-144860-a4i9vnjz 56 1 Phenomenological phenomenological JJ cord-144860-a4i9vnjz 56 2 sub sub NN cord-144860-a4i9vnjz 56 3 - - HYPH cord-144860-a4i9vnjz 56 4 epidemic epidemic JJ cord-144860-a4i9vnjz 56 5 models model NNS cord-144860-a4i9vnjz 56 6 [ [ -LRB- cord-144860-a4i9vnjz 56 7 13 13 CD cord-144860-a4i9vnjz 56 8 , , , cord-144860-a4i9vnjz 56 9 14 14 CD cord-144860-a4i9vnjz 56 10 ] ] -RRB- cord-144860-a4i9vnjz 56 11 show show VBP cord-144860-a4i9vnjz 56 12 much much RB cord-144860-a4i9vnjz 56 13 more more JJR cord-144860-a4i9vnjz 56 14 promise promise NN cord-144860-a4i9vnjz 56 15 and and CC cord-144860-a4i9vnjz 56 16 have have VBP cord-144860-a4i9vnjz 56 17 been be VBN cord-144860-a4i9vnjz 56 18 applied apply VBN cord-144860-a4i9vnjz 56 19 with with IN cord-144860-a4i9vnjz 56 20 some some DT cord-144860-a4i9vnjz 56 21 success success NN cord-144860-a4i9vnjz 56 22 to to IN cord-144860-a4i9vnjz 56 23 short short JJ cord-144860-a4i9vnjz 56 24 - - HYPH cord-144860-a4i9vnjz 56 25 term term NN cord-144860-a4i9vnjz 56 26 forecasting forecasting NN cord-144860-a4i9vnjz 56 27 of of IN cord-144860-a4i9vnjz 56 28 COVID-19 covid-19 JJ cord-144860-a4i9vnjz 56 29 cases case NNS cord-144860-a4i9vnjz 56 30 in in IN cord-144860-a4i9vnjz 56 31 Guangdong Guangdong NNP cord-144860-a4i9vnjz 56 32 and and CC cord-144860-a4i9vnjz 56 33 Zhejiang Zhejiang NNP cord-144860-a4i9vnjz 56 34 , , , cord-144860-a4i9vnjz 56 35 China China NNP cord-144860-a4i9vnjz 56 36 . . . cord-144860-a4i9vnjz 57 1 These these DT cord-144860-a4i9vnjz 57 2 improve improve VBP cord-144860-a4i9vnjz 57 3 performance performance NN cord-144860-a4i9vnjz 57 4 by by IN cord-144860-a4i9vnjz 57 5 using use VBG cord-144860-a4i9vnjz 57 6 bootstrap bootstrap NN cord-144860-a4i9vnjz 57 7 methods method NNS cord-144860-a4i9vnjz 57 8 on on IN cord-144860-a4i9vnjz 57 9 short short JJ cord-144860-a4i9vnjz 57 10 case case NN cord-144860-a4i9vnjz 57 11 time time NN cord-144860-a4i9vnjz 57 12 series series NN cord-144860-a4i9vnjz 57 13 , , , cord-144860-a4i9vnjz 57 14 but but CC cord-144860-a4i9vnjz 57 15 are be VBP cord-144860-a4i9vnjz 57 16 still still RB cord-144860-a4i9vnjz 57 17 ultimately ultimately RB cord-144860-a4i9vnjz 57 18 based base VBN cord-144860-a4i9vnjz 57 19 on on IN cord-144860-a4i9vnjz 57 20 a a DT cord-144860-a4i9vnjz 57 21 parametric parametric JJ cord-144860-a4i9vnjz 57 22 model model NN cord-144860-a4i9vnjz 57 23 of of IN cord-144860-a4i9vnjz 57 24 single single JJ cord-144860-a4i9vnjz 57 25 series series NN cord-144860-a4i9vnjz 57 26 . . . cord-144860-a4i9vnjz 58 1 Our -PRON- PRP$ cord-144860-a4i9vnjz 58 2 work work NN cord-144860-a4i9vnjz 58 3 is be VBZ cord-144860-a4i9vnjz 58 4 very very RB cord-144860-a4i9vnjz 58 5 different different JJ cord-144860-a4i9vnjz 58 6 as as IN cord-144860-a4i9vnjz 58 7 it -PRON- PRP cord-144860-a4i9vnjz 58 8 provides provide VBZ cord-144860-a4i9vnjz 58 9 exceptionally exceptionally RB cord-144860-a4i9vnjz 58 10 accurate accurate JJ cord-144860-a4i9vnjz 58 11 spectral spectral JJ cord-144860-a4i9vnjz 58 12 estimates estimate NNS cord-144860-a4i9vnjz 58 13 for for IN cord-144860-a4i9vnjz 58 14 a a DT cord-144860-a4i9vnjz 58 15 novel novel JJ cord-144860-a4i9vnjz 58 16 live live JJ cord-144860-a4i9vnjz 58 17 epidemic epidemic NN cord-144860-a4i9vnjz 58 18 that that WDT cord-144860-a4i9vnjz 58 19 is be VBZ cord-144860-a4i9vnjz 58 20 still still RB cord-144860-a4i9vnjz 58 21 in in IN cord-144860-a4i9vnjz 58 22 its -PRON- PRP$ cord-144860-a4i9vnjz 58 23 early early JJ cord-144860-a4i9vnjz 58 24 days day NNS cord-144860-a4i9vnjz 58 25 on on IN cord-144860-a4i9vnjz 58 26 short short JJ cord-144860-a4i9vnjz 58 27 series series NN cord-144860-a4i9vnjz 58 28 , , , cord-144860-a4i9vnjz 58 29 but but CC cord-144860-a4i9vnjz 58 30 reliably reliably RB cord-144860-a4i9vnjz 58 31 so so RB cord-144860-a4i9vnjz 58 32 by by IN cord-144860-a4i9vnjz 58 33 using use VBG cord-144860-a4i9vnjz 58 34 recent recent JJ cord-144860-a4i9vnjz 58 35 Bayesian bayesian JJ cord-144860-a4i9vnjz 58 36 spectral spectral JJ cord-144860-a4i9vnjz 58 37 fusion fusion NN cord-144860-a4i9vnjz 58 38 techniques technique NNS cord-144860-a4i9vnjz 58 39 . . . cord-144860-a4i9vnjz 59 1 [ [ -LRB- cord-144860-a4i9vnjz 59 2 3 3 CD cord-144860-a4i9vnjz 59 3 ] ] -RRB- cord-144860-a4i9vnjz 59 4 . . . cord-144860-a4i9vnjz 60 1 The the DT cord-144860-a4i9vnjz 60 2 nonparametric nonparametric JJ cord-144860-a4i9vnjz 60 3 nature nature NN cord-144860-a4i9vnjz 60 4 of of IN cord-144860-a4i9vnjz 60 5 our -PRON- PRP$ cord-144860-a4i9vnjz 60 6 analysis analysis NN cord-144860-a4i9vnjz 60 7 also also RB cord-144860-a4i9vnjz 60 8 permits permit VBZ cord-144860-a4i9vnjz 60 9 us -PRON- PRP cord-144860-a4i9vnjz 60 10 to to TO cord-144860-a4i9vnjz 60 11 split split VB cord-144860-a4i9vnjz 60 12 case case NN cord-144860-a4i9vnjz 60 13 time time NN cord-144860-a4i9vnjz 60 14 series series NN cord-144860-a4i9vnjz 60 15 at at IN cord-144860-a4i9vnjz 60 16 a a DT cord-144860-a4i9vnjz 60 17 boundary boundary NN cord-144860-a4i9vnjz 60 18 ( ( -LRB- cord-144860-a4i9vnjz 60 19 e.g. e.g. IN cord-144860-a4i9vnjz 60 20 lockdown lockdown NN cord-144860-a4i9vnjz 60 21 or or CC cord-144860-a4i9vnjz 60 22 other other JJ cord-144860-a4i9vnjz 60 23 intervention intervention NN cord-144860-a4i9vnjz 60 24 ) ) -RRB- cord-144860-a4i9vnjz 60 25 and and CC cord-144860-a4i9vnjz 60 26 analyse analyse VB cord-144860-a4i9vnjz 60 27 the the DT cord-144860-a4i9vnjz 60 28 two two CD cord-144860-a4i9vnjz 60 29 halves half NNS cord-144860-a4i9vnjz 60 30 separately separately RB cord-144860-a4i9vnjz 60 31 , , , cord-144860-a4i9vnjz 60 32 still still RB cord-144860-a4i9vnjz 60 33 with with IN cord-144860-a4i9vnjz 60 34 very very RB cord-144860-a4i9vnjz 60 35 short short JJ cord-144860-a4i9vnjz 60 36 series series NN cord-144860-a4i9vnjz 60 37 in in IN cord-144860-a4i9vnjz 60 38 each each DT cord-144860-a4i9vnjz 60 39 . . . cord-144860-a4i9vnjz 61 1 This this DT cord-144860-a4i9vnjz 61 2 is be VBZ cord-144860-a4i9vnjz 61 3 perhaps perhaps RB cord-144860-a4i9vnjz 61 4 harder hard JJR cord-144860-a4i9vnjz 61 5 to to TO cord-144860-a4i9vnjz 61 6 do do VB cord-144860-a4i9vnjz 61 7 with with IN cord-144860-a4i9vnjz 61 8 classical classical JJ cord-144860-a4i9vnjz 61 9 parametric parametric JJ cord-144860-a4i9vnjz 61 10 models model NNS cord-144860-a4i9vnjz 61 11 and and CC cord-144860-a4i9vnjz 61 12 to to TO cord-144860-a4i9vnjz 61 13 maintain maintain VB cord-144860-a4i9vnjz 61 14 consistency consistency NN cord-144860-a4i9vnjz 61 15 between between IN cord-144860-a4i9vnjz 61 16 the the DT cord-144860-a4i9vnjz 61 17 two two CD cord-144860-a4i9vnjz 61 18 halves half NNS cord-144860-a4i9vnjz 61 19 . . . cord-144860-a4i9vnjz 62 1 On on IN cord-144860-a4i9vnjz 62 2 the the DT cord-144860-a4i9vnjz 62 3 other other JJ cord-144860-a4i9vnjz 62 4 hand hand NN cord-144860-a4i9vnjz 62 5 , , , cord-144860-a4i9vnjz 62 6 our -PRON- PRP$ cord-144860-a4i9vnjz 62 7 method method NN cord-144860-a4i9vnjz 62 8 relies rely VBZ cord-144860-a4i9vnjz 62 9 on on IN cord-144860-a4i9vnjz 62 10 good good JJ cord-144860-a4i9vnjz 62 11 quality quality NN cord-144860-a4i9vnjz 62 12 case case NN cord-144860-a4i9vnjz 62 13 series series NN cord-144860-a4i9vnjz 62 14 from from IN cord-144860-a4i9vnjz 62 15 different different JJ cord-144860-a4i9vnjz 62 16 regions region NNS cord-144860-a4i9vnjz 62 17 , , , cord-144860-a4i9vnjz 62 18 which which WDT cord-144860-a4i9vnjz 62 19 is be VBZ cord-144860-a4i9vnjz 62 20 again again RB cord-144860-a4i9vnjz 62 21 not not RB cord-144860-a4i9vnjz 62 22 always always RB cord-144860-a4i9vnjz 62 23 the the DT cord-144860-a4i9vnjz 62 24 case case NN cord-144860-a4i9vnjz 62 25 for for IN cord-144860-a4i9vnjz 62 26 all all DT cord-144860-a4i9vnjz 62 27 epidemics epidemic NNS cord-144860-a4i9vnjz 62 28 . . . cord-144860-a4i9vnjz 63 1 We -PRON- PRP cord-144860-a4i9vnjz 63 2 transformed transform VBD cord-144860-a4i9vnjz 63 3 the the DT cord-144860-a4i9vnjz 63 4 number number NN cord-144860-a4i9vnjz 63 5 of of IN cord-144860-a4i9vnjz 63 6 new new JJ cord-144860-a4i9vnjz 63 7 daily daily JJ cord-144860-a4i9vnjz 63 8 COVID-19 covid-19 CD cord-144860-a4i9vnjz 63 9 cases case NNS cord-144860-a4i9vnjz 63 10 by by IN cord-144860-a4i9vnjz 63 11 applying apply VBG cord-144860-a4i9vnjz 63 12 a a DT cord-144860-a4i9vnjz 63 13 signed sign VBN cord-144860-a4i9vnjz 63 14 log log NN cord-144860-a4i9vnjz 63 15 transform transform NN cord-144860-a4i9vnjz 63 16 to to IN cord-144860-a4i9vnjz 63 17 the the DT cord-144860-a4i9vnjz 63 18 first first JJ cord-144860-a4i9vnjz 63 19 differences difference NNS cord-144860-a4i9vnjz 63 20 of of IN cord-144860-a4i9vnjz 63 21 the the DT cord-144860-a4i9vnjz 63 22 new new JJ cord-144860-a4i9vnjz 63 23 case case NN cord-144860-a4i9vnjz 63 24 time time NN cord-144860-a4i9vnjz 63 25 series series NNP cord-144860-a4i9vnjz 63 26 ( ( -LRB- cord-144860-a4i9vnjz 63 27 see see VB cord-144860-a4i9vnjz 63 28 Methods Methods NNPS cord-144860-a4i9vnjz 63 29 ) ) -RRB- cord-144860-a4i9vnjz 63 30 . . . cord-144860-a4i9vnjz 64 1 The the DT cord-144860-a4i9vnjz 64 2 transformed transformed JJ cord-144860-a4i9vnjz 64 3 number number NN cord-144860-a4i9vnjz 64 4 of of IN cord-144860-a4i9vnjz 64 5 new new JJ cord-144860-a4i9vnjz 64 6 daily daily JJ cord-144860-a4i9vnjz 64 7 cases case NNS cord-144860-a4i9vnjz 64 8 for for IN cord-144860-a4i9vnjz 64 9 16 16 CD cord-144860-a4i9vnjz 64 10 countries country NNS cord-144860-a4i9vnjz 64 11 are be VBP cord-144860-a4i9vnjz 64 12 shown show VBN cord-144860-a4i9vnjz 64 13 in in IN cord-144860-a4i9vnjz 64 14 Figure figure NN cord-144860-a4i9vnjz 64 15 1 1 CD cord-144860-a4i9vnjz 64 16 each each DT cord-144860-a4i9vnjz 64 17 showing show VBG cord-144860-a4i9vnjz 64 18 a a DT cord-144860-a4i9vnjz 64 19 distorted distorted JJ cord-144860-a4i9vnjz 64 20 noisy noisy JJ cord-144860-a4i9vnjz 64 21 , , , cord-144860-a4i9vnjz 64 22 but but CC cord-144860-a4i9vnjz 64 23 characteristic characteristic JJ cord-144860-a4i9vnjz 64 24 sinusoidal sinusoidal JJ cord-144860-a4i9vnjz 64 25 trace trace NN cord-144860-a4i9vnjz 64 26 . . . cord-144860-a4i9vnjz 65 1 The the DT cord-144860-a4i9vnjz 65 2 estimated estimate VBN cord-144860-a4i9vnjz 65 3 log log NN cord-144860-a4i9vnjz 65 4 - - HYPH cord-144860-a4i9vnjz 65 5 spectrum spectrum NN cord-144860-a4i9vnjz 65 6 for for IN cord-144860-a4i9vnjz 65 7 the the DT cord-144860-a4i9vnjz 65 8 UK UK NNP cord-144860-a4i9vnjz 65 9 transformed transform VBD cord-144860-a4i9vnjz 65 10 new new JJ cord-144860-a4i9vnjz 65 11 daily daily JJ cord-144860-a4i9vnjz 65 12 cases case NNS cord-144860-a4i9vnjz 65 13 is be VBZ cord-144860-a4i9vnjz 65 14 shown show VBN cord-144860-a4i9vnjz 65 15 in in IN cord-144860-a4i9vnjz 65 16 Figure figure NN cord-144860-a4i9vnjz 65 17 2 2 CD cord-144860-a4i9vnjz 65 18 and and CC cord-144860-a4i9vnjz 65 19 for for IN cord-144860-a4i9vnjz 65 20 all all DT cord-144860-a4i9vnjz 65 21 other other JJ cord-144860-a4i9vnjz 65 22 countries country NNS cord-144860-a4i9vnjz 65 23 we -PRON- PRP cord-144860-a4i9vnjz 65 24 analysed analyse VBD cord-144860-a4i9vnjz 65 25 in in IN cord-144860-a4i9vnjz 65 26 the the DT cord-144860-a4i9vnjz 65 27 Extended Extended NNP cord-144860-a4i9vnjz 65 28 Data Data NNP cord-144860-a4i9vnjz 65 29 figures figure NNS cord-144860-a4i9vnjz 65 30 . . . cord-144860-a4i9vnjz 66 1 Spectral spectral JJ cord-144860-a4i9vnjz 66 2 estimates estimate NNS cord-144860-a4i9vnjz 66 3 are be VBP cord-144860-a4i9vnjz 66 4 commonly commonly RB cord-144860-a4i9vnjz 66 5 displayed display VBN cord-144860-a4i9vnjz 66 6 on on IN cord-144860-a4i9vnjz 66 7 a a DT cord-144860-a4i9vnjz 66 8 logarithmic logarithmic JJ cord-144860-a4i9vnjz 66 9 scale scale NN cord-144860-a4i9vnjz 66 10 [ [ -LRB- cord-144860-a4i9vnjz 66 11 16 16 CD cord-144860-a4i9vnjz 66 12 ] ] -RRB- cord-144860-a4i9vnjz 66 13 . . . cord-144860-a4i9vnjz 67 1 Spectral spectral JJ cord-144860-a4i9vnjz 67 2 peaks peak NNS cord-144860-a4i9vnjz 67 3 can can MD cord-144860-a4i9vnjz 67 4 be be VB cord-144860-a4i9vnjz 67 5 observed observe VBN cord-144860-a4i9vnjz 67 6 at at IN cord-144860-a4i9vnjz 67 7 wavelengths wavelength NNS cord-144860-a4i9vnjz 67 8 of of IN cord-144860-a4i9vnjz 67 9 6.7 6.7 CD cord-144860-a4i9vnjz 67 10 , , , cord-144860-a4i9vnjz 67 11 3.2 3.2 CD cord-144860-a4i9vnjz 67 12 and and CC cord-144860-a4i9vnjz 67 13 2.3 2.3 CD cord-144860-a4i9vnjz 67 14 days day NNS cord-144860-a4i9vnjz 67 15 , , , cord-144860-a4i9vnjz 67 16 respectively respectively RB cord-144860-a4i9vnjz 67 17 . . . cord-144860-a4i9vnjz 68 1 Although although IN cord-144860-a4i9vnjz 68 2 the the DT cord-144860-a4i9vnjz 68 3 peaks peak NNS cord-144860-a4i9vnjz 68 4 are be VBP cord-144860-a4i9vnjz 68 5 visible visible JJ cord-144860-a4i9vnjz 68 6 , , , cord-144860-a4i9vnjz 68 7 the the DT cord-144860-a4i9vnjz 68 8 credible credible JJ cord-144860-a4i9vnjz 68 9 intervals interval NNS cord-144860-a4i9vnjz 68 10 indicate indicate VBP cord-144860-a4i9vnjz 68 11 that that IN cord-144860-a4i9vnjz 68 12 there there EX cord-144860-a4i9vnjz 68 13 is be VBZ cord-144860-a4i9vnjz 68 14 a a DT cord-144860-a4i9vnjz 68 15 fairly fairly RB cord-144860-a4i9vnjz 68 16 large large JJ cord-144860-a4i9vnjz 68 17 degree degree NN cord-144860-a4i9vnjz 68 18 of of IN cord-144860-a4i9vnjz 68 19 uncertainty uncertainty NN cord-144860-a4i9vnjz 68 20 , , , cord-144860-a4i9vnjz 68 21 because because IN cord-144860-a4i9vnjz 68 22 this this DT cord-144860-a4i9vnjz 68 23 time time NN cord-144860-a4i9vnjz 68 24 series series NN cord-144860-a4i9vnjz 68 25 contains contain VBZ cord-144860-a4i9vnjz 68 26 52 52 CD cord-144860-a4i9vnjz 68 27 observations observation NNS cord-144860-a4i9vnjz 68 28 . . . cord-144860-a4i9vnjz 69 1 A a DT cord-144860-a4i9vnjz 69 2 frequentist frequentist JJ cord-144860-a4i9vnjz 69 3 analysis analysis NN cord-144860-a4i9vnjz 69 4 , , , cord-144860-a4i9vnjz 69 5 e.g. e.g. RB cord-144860-a4i9vnjz 69 6 using use VBG cord-144860-a4i9vnjz 69 7 the the DT cord-144860-a4i9vnjz 69 8 spectrum spectrum NN cord-144860-a4i9vnjz 69 9 function function NN cord-144860-a4i9vnjz 69 10 in in IN cord-144860-a4i9vnjz 69 11 R R NNP cord-144860-a4i9vnjz 69 12 [ [ -LRB- cord-144860-a4i9vnjz 69 13 16 16 CD cord-144860-a4i9vnjz 69 14 ] ] -RRB- cord-144860-a4i9vnjz 69 15 , , , cord-144860-a4i9vnjz 69 16 produces produce VBZ cord-144860-a4i9vnjz 69 17 a a DT cord-144860-a4i9vnjz 69 18 similar similar JJ cord-144860-a4i9vnjz 69 19 result result NN cord-144860-a4i9vnjz 69 20 , , , cord-144860-a4i9vnjz 69 21 but but CC cord-144860-a4i9vnjz 69 22 with with IN cord-144860-a4i9vnjz 69 23 even even RB cord-144860-a4i9vnjz 69 24 wider wide JJR cord-144860-a4i9vnjz 69 25 confidence confidence NN cord-144860-a4i9vnjz 69 26 bands band NNS cord-144860-a4i9vnjz 69 27 . . . cord-144860-a4i9vnjz 70 1 Similar similar JJ cord-144860-a4i9vnjz 70 2 spectral spectral JJ cord-144860-a4i9vnjz 70 3 analyses analysis NNS cord-144860-a4i9vnjz 70 4 for for IN cord-144860-a4i9vnjz 70 5 each each DT cord-144860-a4i9vnjz 70 6 country country NN cord-144860-a4i9vnjz 70 7 indicate indicate VBP cord-144860-a4i9vnjz 70 8 three three CD cord-144860-a4i9vnjz 70 9 similar similar JJ cord-144860-a4i9vnjz 70 10 spectral spectral JJ cord-144860-a4i9vnjz 70 11 peaks peak NNS cord-144860-a4i9vnjz 70 12 , , , cord-144860-a4i9vnjz 70 13 although although IN cord-144860-a4i9vnjz 70 14 not not RB cord-144860-a4i9vnjz 70 15 always always RB cord-144860-a4i9vnjz 70 16 as as RB cord-144860-a4i9vnjz 70 17 well well RB cord-144860-a4i9vnjz 70 18 - - HYPH cord-144860-a4i9vnjz 70 19 defined define VBN cord-144860-a4i9vnjz 70 20 nor nor CC cord-144860-a4i9vnjz 70 21 in in IN cord-144860-a4i9vnjz 70 22 precisely precisely RB cord-144860-a4i9vnjz 70 23 the the DT cord-144860-a4i9vnjz 70 24 same same JJ cord-144860-a4i9vnjz 70 25 location location NN cord-144860-a4i9vnjz 70 26 . . . cord-144860-a4i9vnjz 71 1 Figure figure NN cord-144860-a4i9vnjz 71 2 3 3 CD cord-144860-a4i9vnjz 71 3 shows show VBZ cord-144860-a4i9vnjz 71 4 an an DT cord-144860-a4i9vnjz 71 5 estimate estimate NN cord-144860-a4i9vnjz 71 6 that that WDT cord-144860-a4i9vnjz 71 7 is be VBZ cord-144860-a4i9vnjz 71 8 the the DT cord-144860-a4i9vnjz 71 9 result result NN cord-144860-a4i9vnjz 71 10 of of IN cord-144860-a4i9vnjz 71 11 coherently coherently RB cord-144860-a4i9vnjz 71 12 fusing fuse VBG cord-144860-a4i9vnjz 71 13 spectra spectrum NNS cord-144860-a4i9vnjz 71 14 from from IN cord-144860-a4i9vnjz 71 15 18 18 CD cord-144860-a4i9vnjz 71 16 countries country NNS cord-144860-a4i9vnjz 71 17 , , , cord-144860-a4i9vnjz 71 18 giving give VBG cord-144860-a4i9vnjz 71 19 an an DT cord-144860-a4i9vnjz 71 20 an an DT cord-144860-a4i9vnjz 71 21 effective effective JJ cord-144860-a4i9vnjz 71 22 sample sample NN cord-144860-a4i9vnjz 71 23 size size NN cord-144860-a4i9vnjz 71 24 of of IN cord-144860-a4i9vnjz 71 25 916 916 CD cord-144860-a4i9vnjz 71 26 days day NNS cord-144860-a4i9vnjz 71 27 . . . cord-144860-a4i9vnjz 72 1 Here here RB cord-144860-a4i9vnjz 72 2 , , , cord-144860-a4i9vnjz 72 3 the the DT cord-144860-a4i9vnjz 72 4 clear clear JJ cord-144860-a4i9vnjz 72 5 spectral spectral JJ cord-144860-a4i9vnjz 72 6 peaks peak NNS cord-144860-a4i9vnjz 72 7 have have VBP cord-144860-a4i9vnjz 72 8 narrow narrow JJ cord-144860-a4i9vnjz 72 9 credible credible JJ cord-144860-a4i9vnjz 72 10 intervals interval NNS cord-144860-a4i9vnjz 72 11 , , , cord-144860-a4i9vnjz 72 12 due due IN cord-144860-a4i9vnjz 72 13 to to IN cord-144860-a4i9vnjz 72 14 the the DT cord-144860-a4i9vnjz 72 15 large large JJ cord-144860-a4i9vnjz 72 16 effective effective JJ cord-144860-a4i9vnjz 72 17 number number NN cord-144860-a4i9vnjz 72 18 of of IN cord-144860-a4i9vnjz 72 19 days day NNS cord-144860-a4i9vnjz 72 20 afforded afford VBN cord-144860-a4i9vnjz 72 21 by by IN cord-144860-a4i9vnjz 72 22 using use VBG cord-144860-a4i9vnjz 72 23 18 18 CD cord-144860-a4i9vnjz 72 24 countries country NNS cord-144860-a4i9vnjz 72 25 together together RB cord-144860-a4i9vnjz 72 26 . . . cord-144860-a4i9vnjz 73 1 The the DT cord-144860-a4i9vnjz 73 2 spectral spectral JJ cord-144860-a4i9vnjz 73 3 peaks peak NNS cord-144860-a4i9vnjz 73 4 are be VBP cord-144860-a4i9vnjz 73 5 located locate VBN cord-144860-a4i9vnjz 73 6 at at IN cord-144860-a4i9vnjz 73 7 wavelengths wavelength NNS cord-144860-a4i9vnjz 73 8 of of IN cord-144860-a4i9vnjz 73 9 6.7 6.7 CD cord-144860-a4i9vnjz 73 10 , , , cord-144860-a4i9vnjz 73 11 4.1 4.1 CD cord-144860-a4i9vnjz 73 12 and and CC cord-144860-a4i9vnjz 73 13 2.7 2.7 CD cord-144860-a4i9vnjz 73 14 days day NNS cord-144860-a4i9vnjz 73 15 . . . cord-144860-a4i9vnjz 74 1 The the DT cord-144860-a4i9vnjz 74 2 peak peak NN cord-144860-a4i9vnjz 74 3 around around IN cord-144860-a4i9vnjz 74 4 6.7 6.7 CD cord-144860-a4i9vnjz 74 5 days day NNS cord-144860-a4i9vnjz 74 6 is be VBZ cord-144860-a4i9vnjz 74 7 observed observe VBN cord-144860-a4i9vnjz 74 8 in in IN cord-144860-a4i9vnjz 74 9 the the DT cord-144860-a4i9vnjz 74 10 spectral spectral JJ cord-144860-a4i9vnjz 74 11 plots plot NNS cord-144860-a4i9vnjz 74 12 for for IN cord-144860-a4i9vnjz 74 13 individual individual JJ cord-144860-a4i9vnjz 74 14 countries country NNS cord-144860-a4i9vnjz 74 15 and and CC cord-144860-a4i9vnjz 74 16 we -PRON- PRP cord-144860-a4i9vnjz 74 17 interpret interpret VBP cord-144860-a4i9vnjz 74 18 it -PRON- PRP cord-144860-a4i9vnjz 74 19 to to TO cord-144860-a4i9vnjz 74 20 be be VB cord-144860-a4i9vnjz 74 21 a a DT cord-144860-a4i9vnjz 74 22 weekly weekly JJ cord-144860-a4i9vnjz 74 23 effect effect NN cord-144860-a4i9vnjz 74 24 . . . cord-144860-a4i9vnjz 75 1 Such such PDT cord-144860-a4i9vnjz 75 2 a a DT cord-144860-a4i9vnjz 75 3 weekly weekly JJ cord-144860-a4i9vnjz 75 4 effect effect NN cord-144860-a4i9vnjz 75 5 could could MD cord-144860-a4i9vnjz 75 6 be be VB cord-144860-a4i9vnjz 75 7 produced produce VBN cord-144860-a4i9vnjz 75 8 by by IN cord-144860-a4i9vnjz 75 9 reporting report VBG cord-144860-a4i9vnjz 75 10 artefacts artefact NNS cord-144860-a4i9vnjz 75 11 ( ( -LRB- cord-144860-a4i9vnjz 75 12 e.g. e.g. JJ cord-144860-a4i9vnjz 75 13 paperwork paperwork NN cord-144860-a4i9vnjz 75 14 being be VBG cord-144860-a4i9vnjz 75 15 delayed delay VBN cord-144860-a4i9vnjz 75 16 until until IN cord-144860-a4i9vnjz 75 17 Monday Monday NNP cord-144860-a4i9vnjz 75 18 , , , cord-144860-a4i9vnjz 75 19 or or CC cord-144860-a4i9vnjz 75 20 carried carry VBD cord-144860-a4i9vnjz 75 21 out out RP cord-144860-a4i9vnjz 75 22 differently differently RB cord-144860-a4i9vnjz 75 23 at at IN cord-144860-a4i9vnjz 75 24 the the DT cord-144860-a4i9vnjz 75 25 weekend weekend NN cord-144860-a4i9vnjz 75 26 ) ) -RRB- cord-144860-a4i9vnjz 75 27 or or CC cord-144860-a4i9vnjz 75 28 due due IN cord-144860-a4i9vnjz 75 29 to to IN cord-144860-a4i9vnjz 75 30 the the DT cord-144860-a4i9vnjz 75 31 behaviour behaviour NN cord-144860-a4i9vnjz 75 32 differences difference NNS cord-144860-a4i9vnjz 75 33 of of IN cord-144860-a4i9vnjz 75 34 people people NNS cord-144860-a4i9vnjz 75 35 at at IN cord-144860-a4i9vnjz 75 36 weekends weekend NNS cord-144860-a4i9vnjz 75 37 . . . cord-144860-a4i9vnjz 76 1 All all DT cord-144860-a4i9vnjz 76 2 countries country NNS cord-144860-a4i9vnjz 76 3 analysed analyse VBD cord-144860-a4i9vnjz 76 4 have have VBP cord-144860-a4i9vnjz 76 5 a a DT cord-144860-a4i9vnjz 76 6 5 5 CD cord-144860-a4i9vnjz 76 7 + + SYM cord-144860-a4i9vnjz 76 8 2 2 CD cord-144860-a4i9vnjz 76 9 working work VBG cord-144860-a4i9vnjz 76 10 week week NN cord-144860-a4i9vnjz 76 11 / / SYM cord-144860-a4i9vnjz 76 12 weekend weekend NN cord-144860-a4i9vnjz 76 13 pattern pattern NN cord-144860-a4i9vnjz 76 14 , , , cord-144860-a4i9vnjz 76 15 although although IN cord-144860-a4i9vnjz 76 16 not not RB cord-144860-a4i9vnjz 76 17 necessarily necessarily RB cord-144860-a4i9vnjz 76 18 the the DT cord-144860-a4i9vnjz 76 19 same same JJ cord-144860-a4i9vnjz 76 20 days day NNS cord-144860-a4i9vnjz 76 21 of of IN cord-144860-a4i9vnjz 76 22 the the DT cord-144860-a4i9vnjz 76 23 week week NN cord-144860-a4i9vnjz 76 24 ( ( -LRB- cord-144860-a4i9vnjz 76 25 the the DT cord-144860-a4i9vnjz 76 26 actual actual JJ cord-144860-a4i9vnjz 76 27 days day NNS cord-144860-a4i9vnjz 76 28 for for IN cord-144860-a4i9vnjz 76 29 a a DT cord-144860-a4i9vnjz 76 30 weekend weekend NN cord-144860-a4i9vnjz 76 31 are be VBP cord-144860-a4i9vnjz 76 32 a a DT cord-144860-a4i9vnjz 76 33 phase phase NN cord-144860-a4i9vnjz 76 34 effect effect NN cord-144860-a4i9vnjz 76 35 , , , cord-144860-a4i9vnjz 76 36 which which WDT cord-144860-a4i9vnjz 76 37 does do VBZ cord-144860-a4i9vnjz 76 38 not not RB cord-144860-a4i9vnjz 76 39 effect effect VB cord-144860-a4i9vnjz 76 40 the the DT cord-144860-a4i9vnjz 76 41 spectrum spectrum NN cord-144860-a4i9vnjz 76 42 ) ) -RRB- cord-144860-a4i9vnjz 76 43 . . . cord-144860-a4i9vnjz 77 1 Clustering clustering NN cord-144860-a4i9vnjz 77 2 spectra spectrum NNS cord-144860-a4i9vnjz 77 3 and and CC cord-144860-a4i9vnjz 77 4 groups group NNS cord-144860-a4i9vnjz 77 5 of of IN cord-144860-a4i9vnjz 77 6 countries country NNS cord-144860-a4i9vnjz 77 7 with with IN cord-144860-a4i9vnjz 77 8 similar similar JJ cord-144860-a4i9vnjz 77 9 spectra spectrum NNS cord-144860-a4i9vnjz 78 1 We -PRON- PRP cord-144860-a4i9vnjz 78 2 next next RB cord-144860-a4i9vnjz 78 3 clustered cluster VBD cord-144860-a4i9vnjz 78 4 our -PRON- PRP$ cord-144860-a4i9vnjz 78 5 18 18 CD cord-144860-a4i9vnjz 78 6 countries country NNS cord-144860-a4i9vnjz 78 7 based base VBN cord-144860-a4i9vnjz 78 8 on on IN cord-144860-a4i9vnjz 78 9 their -PRON- PRP$ cord-144860-a4i9vnjz 78 10 spectrum spectrum NN cord-144860-a4i9vnjz 78 11 , , , cord-144860-a4i9vnjz 78 12 by by IN cord-144860-a4i9vnjz 78 13 calculating calculate VBG cord-144860-a4i9vnjz 78 14 a a DT cord-144860-a4i9vnjz 78 15 dissimilarity dissimilarity NN cord-144860-a4i9vnjz 78 16 between between IN cord-144860-a4i9vnjz 78 17 the the DT cord-144860-a4i9vnjz 78 18 spectra spectra NN cord-144860-a4i9vnjz 78 19 for for IN cord-144860-a4i9vnjz 78 20 each each DT cord-144860-a4i9vnjz 78 21 pair pair NN cord-144860-a4i9vnjz 78 22 of of IN cord-144860-a4i9vnjz 78 23 countries country NNS cord-144860-a4i9vnjz 78 24 , , , cord-144860-a4i9vnjz 78 25 and and CC cord-144860-a4i9vnjz 78 26 then then RB cord-144860-a4i9vnjz 78 27 performing perform VBG cord-144860-a4i9vnjz 78 28 both both CC cord-144860-a4i9vnjz 78 29 a a DT cord-144860-a4i9vnjz 78 30 hierarchical hierarchical JJ cord-144860-a4i9vnjz 78 31 cluster cluster NN cord-144860-a4i9vnjz 78 32 analysis analysis NN cord-144860-a4i9vnjz 78 33 and and CC cord-144860-a4i9vnjz 78 34 multidimensional multidimensional JJ cord-144860-a4i9vnjz 78 35 scaling scaling NN cord-144860-a4i9vnjz 78 36 on on IN cord-144860-a4i9vnjz 78 37 the the DT cord-144860-a4i9vnjz 78 38 dissimilarity dissimilarity NN cord-144860-a4i9vnjz 78 39 matrix matrix NN cord-144860-a4i9vnjz 78 40 . . . cord-144860-a4i9vnjz 79 1 The the DT cord-144860-a4i9vnjz 79 2 scaling scale VBG cord-144860-a4i9vnjz 79 3 solution solution NN cord-144860-a4i9vnjz 79 4 indicated indicate VBD cord-144860-a4i9vnjz 79 5 that that IN cord-144860-a4i9vnjz 79 6 only only RB cord-144860-a4i9vnjz 79 7 two two CD cord-144860-a4i9vnjz 79 8 dimensions dimension NNS cord-144860-a4i9vnjz 79 9 were be VBD cord-144860-a4i9vnjz 79 10 required require VBN cord-144860-a4i9vnjz 79 11 to to TO cord-144860-a4i9vnjz 79 12 encapsulate encapsulate VB cord-144860-a4i9vnjz 79 13 72 72 CD cord-144860-a4i9vnjz 79 14 % % NN cord-144860-a4i9vnjz 79 15 of of IN cord-144860-a4i9vnjz 79 16 variation variation NN cord-144860-a4i9vnjz 79 17 in in IN cord-144860-a4i9vnjz 79 18 the the DT cord-144860-a4i9vnjz 79 19 data datum NNS cord-144860-a4i9vnjz 79 20 . . . cord-144860-a4i9vnjz 80 1 Figure figure NN cord-144860-a4i9vnjz 80 2 4 4 CD cord-144860-a4i9vnjz 80 3 shows show VBZ cord-144860-a4i9vnjz 80 4 the the DT cord-144860-a4i9vnjz 80 5 resultant resultant JJ cord-144860-a4i9vnjz 80 6 twodimensional twodimensional JJ cord-144860-a4i9vnjz 80 7 solution solution NN cord-144860-a4i9vnjz 80 8 . . . cord-144860-a4i9vnjz 81 1 Attaching attach VBG cord-144860-a4i9vnjz 81 2 a a DT cord-144860-a4i9vnjz 81 3 meaning meaning NN cord-144860-a4i9vnjz 81 4 to to IN cord-144860-a4i9vnjz 81 5 the the DT cord-144860-a4i9vnjz 81 6 scaling scale VBG cord-144860-a4i9vnjz 81 7 axes axis NNS cord-144860-a4i9vnjz 81 8 in in IN cord-144860-a4i9vnjz 81 9 Figure figure NN cord-144860-a4i9vnjz 81 10 4 4 CD cord-144860-a4i9vnjz 81 11 is be VBZ cord-144860-a4i9vnjz 81 12 not not RB cord-144860-a4i9vnjz 81 13 easy easy JJ cord-144860-a4i9vnjz 81 14 . . . cord-144860-a4i9vnjz 82 1 We -PRON- PRP cord-144860-a4i9vnjz 82 2 hypothesise hypothesise VBP cord-144860-a4i9vnjz 82 3 that that IN cord-144860-a4i9vnjz 82 4 Axis Axis NNP cord-144860-a4i9vnjz 82 5 1 1 CD cord-144860-a4i9vnjz 82 6 might may MD cord-144860-a4i9vnjz 82 7 indicate indicate VB cord-144860-a4i9vnjz 82 8 how how WRB cord-144860-a4i9vnjz 82 9 badly badly RB cord-144860-a4i9vnjz 82 10 a a DT cord-144860-a4i9vnjz 82 11 country country NN cord-144860-a4i9vnjz 82 12 has have VBZ cord-144860-a4i9vnjz 82 13 been be VBN cord-144860-a4i9vnjz 82 14 perceived perceive VBN cord-144860-a4i9vnjz 82 15 to to TO cord-144860-a4i9vnjz 82 16 have have VB cord-144860-a4i9vnjz 82 17 been be VBN cord-144860-a4i9vnjz 82 18 affected affect VBN cord-144860-a4i9vnjz 82 19 by by IN cord-144860-a4i9vnjz 82 20 the the DT cord-144860-a4i9vnjz 82 21 virus virus NN cord-144860-a4i9vnjz 82 22 with with IN cord-144860-a4i9vnjz 82 23 Australia Australia NNP cord-144860-a4i9vnjz 82 24 , , , cord-144860-a4i9vnjz 82 25 New New NNP cord-144860-a4i9vnjz 82 26 Zealand Zealand NNP cord-144860-a4i9vnjz 82 27 and and CC cord-144860-a4i9vnjz 82 28 Sweden Sweden NNP cord-144860-a4i9vnjz 83 1 less less RBR cord-144860-a4i9vnjz 83 2 so so RB cord-144860-a4i9vnjz 83 3 and and CC cord-144860-a4i9vnjz 83 4 those those DT cord-144860-a4i9vnjz 83 5 on on IN cord-144860-a4i9vnjz 83 6 the the DT cord-144860-a4i9vnjz 83 7 left left NN cord-144860-a4i9vnjz 83 8 of of IN cord-144860-a4i9vnjz 83 9 the the DT cord-144860-a4i9vnjz 83 10 plot plot NN cord-144860-a4i9vnjz 83 11 considerably considerably RB cord-144860-a4i9vnjz 83 12 more more RBR cord-144860-a4i9vnjz 83 13 so so RB cord-144860-a4i9vnjz 83 14 . . . cord-144860-a4i9vnjz 84 1 However however RB cord-144860-a4i9vnjz 84 2 , , , cord-144860-a4i9vnjz 84 3 Germany Germany NNP cord-144860-a4i9vnjz 84 4 is be VBZ cord-144860-a4i9vnjz 84 5 the the DT cord-144860-a4i9vnjz 84 6 obvious obvious JJ cord-144860-a4i9vnjz 84 7 anomaly anomaly NN cord-144860-a4i9vnjz 84 8 to to IN cord-144860-a4i9vnjz 84 9 this this DT cord-144860-a4i9vnjz 84 10 interpretation interpretation NN cord-144860-a4i9vnjz 84 11 as as IN cord-144860-a4i9vnjz 84 12 , , , cord-144860-a4i9vnjz 84 13 currently currently RB cord-144860-a4i9vnjz 84 14 , , , cord-144860-a4i9vnjz 84 15 it -PRON- PRP cord-144860-a4i9vnjz 84 16 has have VBZ cord-144860-a4i9vnjz 84 17 perhaps perhaps RB cord-144860-a4i9vnjz 84 18 been be VBN cord-144860-a4i9vnjz 84 19 perceived perceive VBN cord-144860-a4i9vnjz 84 20 to to TO cord-144860-a4i9vnjz 84 21 have have VB cord-144860-a4i9vnjz 84 22 handled handle VBN cord-144860-a4i9vnjz 84 23 the the DT cord-144860-a4i9vnjz 84 24 crisis crisis NN cord-144860-a4i9vnjz 84 25 well well UH cord-144860-a4i9vnjz 84 26 so so RB cord-144860-a4i9vnjz 84 27 far far RB cord-144860-a4i9vnjz 84 28 . . . cord-144860-a4i9vnjz 85 1 Table table NN cord-144860-a4i9vnjz 85 2 1 1 CD cord-144860-a4i9vnjz 85 3 : : : cord-144860-a4i9vnjz 86 1 Spectral spectral JJ cord-144860-a4i9vnjz 86 2 peaks peak NNS cord-144860-a4i9vnjz 86 3 for for IN cord-144860-a4i9vnjz 86 4 the the DT cord-144860-a4i9vnjz 86 5 three three CD cord-144860-a4i9vnjz 86 6 country country NN cord-144860-a4i9vnjz 86 7 groups group NNS cord-144860-a4i9vnjz 86 8 in in IN cord-144860-a4i9vnjz 86 9 units unit NNS cord-144860-a4i9vnjz 86 10 of of IN cord-144860-a4i9vnjz 86 11 days day NNS cord-144860-a4i9vnjz 86 12 . . . cord-144860-a4i9vnjz 87 1 The the DT cord-144860-a4i9vnjz 87 2 peaks peak NNS cord-144860-a4i9vnjz 87 3 in in IN cord-144860-a4i9vnjz 87 4 the the DT cord-144860-a4i9vnjz 87 5 second second JJ cord-144860-a4i9vnjz 87 6 and and CC cord-144860-a4i9vnjz 87 7 third third JJ cord-144860-a4i9vnjz 87 8 rows row NNS cord-144860-a4i9vnjz 87 9 have have VBP cord-144860-a4i9vnjz 87 10 been be VBN cord-144860-a4i9vnjz 87 11 arbitrarily arbitrarily RB cord-144860-a4i9vnjz 87 12 labelled label VBN cord-144860-a4i9vnjz 87 13 as as IN cord-144860-a4i9vnjz 87 14 peak peak NN cord-144860-a4i9vnjz 87 15 a. a. NNP cord-144860-a4i9vnjz 87 16 and and CC cord-144860-a4i9vnjz 87 17 b. b. NNP cord-144860-a4i9vnjz 87 18 Figure Figure NNP cord-144860-a4i9vnjz 87 19 5 5 CD cord-144860-a4i9vnjz 87 20 show show VBP cord-144860-a4i9vnjz 87 21 the the DT cord-144860-a4i9vnjz 87 22 spectral spectral JJ cord-144860-a4i9vnjz 87 23 estimates estimate NNS cord-144860-a4i9vnjz 87 24 for for IN cord-144860-a4i9vnjz 87 25 the the DT cord-144860-a4i9vnjz 87 26 three three CD cord-144860-a4i9vnjz 87 27 groups group NNS cord-144860-a4i9vnjz 87 28 of of IN cord-144860-a4i9vnjz 87 29 countries country NNS cord-144860-a4i9vnjz 87 30 identified identify VBN cord-144860-a4i9vnjz 87 31 in in IN cord-144860-a4i9vnjz 87 32 Figure Figure NNP cord-144860-a4i9vnjz 87 33 4 4 CD cord-144860-a4i9vnjz 87 34 , , , cord-144860-a4i9vnjz 87 35 using use VBG cord-144860-a4i9vnjz 87 36 the the DT cord-144860-a4i9vnjz 87 37 clustering clustering NN cord-144860-a4i9vnjz 87 38 techniques technique NNS cord-144860-a4i9vnjz 87 39 mentioned mention VBN cord-144860-a4i9vnjz 87 40 in in IN cord-144860-a4i9vnjz 87 41 Methods method NNS cord-144860-a4i9vnjz 87 42 . . . cord-144860-a4i9vnjz 88 1 The the DT cord-144860-a4i9vnjz 88 2 peak peak NN cord-144860-a4i9vnjz 88 3 frequencies frequency NNS cord-144860-a4i9vnjz 88 4 for for IN cord-144860-a4i9vnjz 88 5 each each DT cord-144860-a4i9vnjz 88 6 of of IN cord-144860-a4i9vnjz 88 7 these these DT cord-144860-a4i9vnjz 88 8 groups group NNS cord-144860-a4i9vnjz 88 9 is be VBZ cord-144860-a4i9vnjz 88 10 listed list VBN cord-144860-a4i9vnjz 88 11 in in IN cord-144860-a4i9vnjz 88 12 Table Table NNP cord-144860-a4i9vnjz 88 13 1 1 CD cord-144860-a4i9vnjz 88 14 , , , cord-144860-a4i9vnjz 88 15 which which WDT cord-144860-a4i9vnjz 88 16 shows show VBZ cord-144860-a4i9vnjz 88 17 differences difference NNS cord-144860-a4i9vnjz 88 18 between between IN cord-144860-a4i9vnjz 88 19 them -PRON- PRP cord-144860-a4i9vnjz 88 20 . . . cord-144860-a4i9vnjz 89 1 However however RB cord-144860-a4i9vnjz 89 2 , , , cord-144860-a4i9vnjz 89 3 each each DT cord-144860-a4i9vnjz 89 4 group group NN cord-144860-a4i9vnjz 89 5 possesses possess VBZ cord-144860-a4i9vnjz 89 6 a a DT cord-144860-a4i9vnjz 89 7 possible possible JJ cord-144860-a4i9vnjz 89 8 weekly weekly JJ cord-144860-a4i9vnjz 89 9 peak peak NN cord-144860-a4i9vnjz 89 10 and and CC cord-144860-a4i9vnjz 89 11 higherfrequency higherfrequency NN cord-144860-a4i9vnjz 89 12 peaks peak NNS cord-144860-a4i9vnjz 89 13 labelled label VBN cord-144860-a4i9vnjz 89 14 a. a. NN cord-144860-a4i9vnjz 89 15 , , , cord-144860-a4i9vnjz 89 16 of of IN cord-144860-a4i9vnjz 89 17 around around RB cord-144860-a4i9vnjz 89 18 three three CD cord-144860-a4i9vnjz 89 19 to to TO cord-144860-a4i9vnjz 89 20 four four CD cord-144860-a4i9vnjz 89 21 days day NNS cord-144860-a4i9vnjz 89 22 , , , cord-144860-a4i9vnjz 89 23 and and CC cord-144860-a4i9vnjz 89 24 b. b. NNP cord-144860-a4i9vnjz 89 25 , , , cord-144860-a4i9vnjz 89 26 around around IN cord-144860-a4i9vnjz 89 27 2.6 2.6 CD cord-144860-a4i9vnjz 89 28 days day NNS cord-144860-a4i9vnjz 89 29 . . . cord-144860-a4i9vnjz 90 1 Many many JJ cord-144860-a4i9vnjz 90 2 countries country NNS cord-144860-a4i9vnjz 90 3 experiencing experience VBG cord-144860-a4i9vnjz 90 4 the the DT cord-144860-a4i9vnjz 90 5 COVID-19 covid-19 CD cord-144860-a4i9vnjz 90 6 pandemic pandemic NN cord-144860-a4i9vnjz 90 7 have have VBP cord-144860-a4i9vnjz 90 8 instituted institute VBN cord-144860-a4i9vnjz 90 9 a a DT cord-144860-a4i9vnjz 90 10 lockdown lockdown NN cord-144860-a4i9vnjz 90 11 procedure procedure NN cord-144860-a4i9vnjz 90 12 to to TO cord-144860-a4i9vnjz 90 13 dramatically dramatically RB cord-144860-a4i9vnjz 90 14 reduce reduce VB cord-144860-a4i9vnjz 90 15 virus virus NN cord-144860-a4i9vnjz 90 16 transmission transmission NN cord-144860-a4i9vnjz 90 17 . . . cord-144860-a4i9vnjz 91 1 At at IN cord-144860-a4i9vnjz 91 2 the the DT cord-144860-a4i9vnjz 91 3 time time NN cord-144860-a4i9vnjz 91 4 of of IN cord-144860-a4i9vnjz 91 5 writing writing NN cord-144860-a4i9vnjz 91 6 , , , cord-144860-a4i9vnjz 91 7 these these DT cord-144860-a4i9vnjz 91 8 countries country NNS cord-144860-a4i9vnjz 91 9 have have VBP cord-144860-a4i9vnjz 91 10 observed observe VBN cord-144860-a4i9vnjz 91 11 new new JJ cord-144860-a4i9vnjz 91 12 daily daily JJ cord-144860-a4i9vnjz 91 13 COVID-19 covid-19 CD cord-144860-a4i9vnjz 91 14 cases case NNS cord-144860-a4i9vnjz 91 15 for for IN cord-144860-a4i9vnjz 91 16 between between IN cord-144860-a4i9vnjz 91 17 43 43 CD cord-144860-a4i9vnjz 91 18 and and CC cord-144860-a4i9vnjz 91 19 54 54 CD cord-144860-a4i9vnjz 91 20 days day NNS cord-144860-a4i9vnjz 91 21 . . . cord-144860-a4i9vnjz 92 1 We -PRON- PRP cord-144860-a4i9vnjz 92 2 assume assume VBP cord-144860-a4i9vnjz 92 3 that that IN cord-144860-a4i9vnjz 92 4 , , , cord-144860-a4i9vnjz 92 5 on on IN cord-144860-a4i9vnjz 92 6 average average JJ cord-144860-a4i9vnjz 92 7 , , , cord-144860-a4i9vnjz 92 8 it -PRON- PRP cord-144860-a4i9vnjz 92 9 takes take VBZ cord-144860-a4i9vnjz 92 10 about about RB cord-144860-a4i9vnjz 92 11 seven seven CD cord-144860-a4i9vnjz 92 12 days day NNS cord-144860-a4i9vnjz 92 13 for for IN cord-144860-a4i9vnjz 92 14 the the DT cord-144860-a4i9vnjz 92 15 virus virus NN cord-144860-a4i9vnjz 92 16 to to TO cord-144860-a4i9vnjz 92 17 incubate incubate VB cord-144860-a4i9vnjz 92 18 , , , cord-144860-a4i9vnjz 92 19 for for IN cord-144860-a4i9vnjz 92 20 a a DT cord-144860-a4i9vnjz 92 21 person person NN cord-144860-a4i9vnjz 92 22 to to TO cord-144860-a4i9vnjz 92 23 seek seek VB cord-144860-a4i9vnjz 92 24 attention attention NN cord-144860-a4i9vnjz 92 25 and and CC cord-144860-a4i9vnjz 92 26 then then RB cord-144860-a4i9vnjz 92 27 be be VB cord-144860-a4i9vnjz 92 28 tested test VBN cord-144860-a4i9vnjz 92 29 positive positive JJ cord-144860-a4i9vnjz 92 30 for for IN cord-144860-a4i9vnjz 92 31 the the DT cord-144860-a4i9vnjz 92 32 SARS SARS NNP cord-144860-a4i9vnjz 92 33 - - HYPH cord-144860-a4i9vnjz 92 34 CoV-2 CoV-2 NNP cord-144860-a4i9vnjz 92 35 coronavirus coronavirus NN cord-144860-a4i9vnjz 92 36 . . . cord-144860-a4i9vnjz 93 1 For for IN cord-144860-a4i9vnjz 93 2 each each DT cord-144860-a4i9vnjz 93 3 country country NN cord-144860-a4i9vnjz 93 4 , , , cord-144860-a4i9vnjz 93 5 the the DT cord-144860-a4i9vnjz 93 6 number number NN cord-144860-a4i9vnjz 93 7 of of IN cord-144860-a4i9vnjz 93 8 days day NNS cord-144860-a4i9vnjz 93 9 prior prior RB cord-144860-a4i9vnjz 93 10 to to IN cord-144860-a4i9vnjz 93 11 and and CC cord-144860-a4i9vnjz 93 12 after after IN cord-144860-a4i9vnjz 93 13 the the DT cord-144860-a4i9vnjz 93 14 lockdown lockdown NN cord-144860-a4i9vnjz 93 15 ( ( -LRB- cord-144860-a4i9vnjz 93 16 19 19 CD cord-144860-a4i9vnjz 93 17 , , , cord-144860-a4i9vnjz 93 18 26 26 CD cord-144860-a4i9vnjz 93 19 ) ) -RRB- cord-144860-a4i9vnjz 93 20 . . . cord-144860-a4i9vnjz 94 1 For for IN cord-144860-a4i9vnjz 94 2 some some DT cord-144860-a4i9vnjz 94 3 of of IN cord-144860-a4i9vnjz 94 4 these these DT cord-144860-a4i9vnjz 94 5 countries country NNS cord-144860-a4i9vnjz 94 6 the the DT cord-144860-a4i9vnjz 94 7 lockdown lockdown NN cord-144860-a4i9vnjz 94 8 was be VBD cord-144860-a4i9vnjz 94 9 applied apply VBN cord-144860-a4i9vnjz 94 10 over over IN cord-144860-a4i9vnjz 94 11 a a DT cord-144860-a4i9vnjz 94 12 period period NN cord-144860-a4i9vnjz 94 13 of of IN cord-144860-a4i9vnjz 94 14 two two CD cord-144860-a4i9vnjz 94 15 of of IN cord-144860-a4i9vnjz 94 16 three three CD cord-144860-a4i9vnjz 94 17 days day NNS cord-144860-a4i9vnjz 94 18 and and CC cord-144860-a4i9vnjz 94 19 we -PRON- PRP cord-144860-a4i9vnjz 94 20 took take VBD cord-144860-a4i9vnjz 94 21 the the DT cord-144860-a4i9vnjz 94 22 median median NN cord-144860-a4i9vnjz 94 23 of of IN cord-144860-a4i9vnjz 94 24 these these DT cord-144860-a4i9vnjz 94 25 as as IN cord-144860-a4i9vnjz 94 26 the the DT cord-144860-a4i9vnjz 94 27 lockdown lockdown NN cord-144860-a4i9vnjz 94 28 start start NN cord-144860-a4i9vnjz 94 29 date date NN cord-144860-a4i9vnjz 94 30 . . . cord-144860-a4i9vnjz 95 1 The the DT cord-144860-a4i9vnjz 95 2 number number NN cord-144860-a4i9vnjz 95 3 of of IN cord-144860-a4i9vnjz 95 4 days day NNS cord-144860-a4i9vnjz 95 5 before before RB cord-144860-a4i9vnjz 95 6 and and CC cord-144860-a4i9vnjz 95 7 after after IN cord-144860-a4i9vnjz 95 8 the the DT cord-144860-a4i9vnjz 95 9 lockdown lockdown NN cord-144860-a4i9vnjz 95 10 are be VBP cord-144860-a4i9vnjz 95 11 , , , cord-144860-a4i9vnjz 95 12 in in IN cord-144860-a4i9vnjz 95 13 each each DT cord-144860-a4i9vnjz 95 14 case case NN cord-144860-a4i9vnjz 95 15 , , , cord-144860-a4i9vnjz 95 16 too too RB cord-144860-a4i9vnjz 95 17 small small JJ cord-144860-a4i9vnjz 95 18 to to TO cord-144860-a4i9vnjz 95 19 carry carry VB cord-144860-a4i9vnjz 95 20 out out RP cord-144860-a4i9vnjz 95 21 anything anything NN cord-144860-a4i9vnjz 95 22 other other JJ cord-144860-a4i9vnjz 95 23 than than IN cord-144860-a4i9vnjz 95 24 the the DT cord-144860-a4i9vnjz 95 25 most most RBS cord-144860-a4i9vnjz 95 26 simplistic simplistic JJ cord-144860-a4i9vnjz 95 27 time time NN cord-144860-a4i9vnjz 95 28 series series NN cord-144860-a4i9vnjz 95 29 to to TO cord-144860-a4i9vnjz 95 30 maintain maintain VB cord-144860-a4i9vnjz 95 31 statistical statistical JJ cord-144860-a4i9vnjz 95 32 reliability reliability NN cord-144860-a4i9vnjz 95 33 . . . cord-144860-a4i9vnjz 96 1 In in IN cord-144860-a4i9vnjz 96 2 particular particular JJ cord-144860-a4i9vnjz 96 3 , , , cord-144860-a4i9vnjz 96 4 a a DT cord-144860-a4i9vnjz 96 5 spectral spectral JJ cord-144860-a4i9vnjz 96 6 estimate estimate NN cord-144860-a4i9vnjz 96 7 in in IN cord-144860-a4i9vnjz 96 8 this this DT cord-144860-a4i9vnjz 96 9 situation situation NN cord-144860-a4i9vnjz 96 10 would would MD cord-144860-a4i9vnjz 96 11 be be VB cord-144860-a4i9vnjz 96 12 subject subject JJ cord-144860-a4i9vnjz 96 13 to to IN cord-144860-a4i9vnjz 96 14 a a DT cord-144860-a4i9vnjz 96 15 high high JJ cord-144860-a4i9vnjz 96 16 degree degree NN cord-144860-a4i9vnjz 96 17 of of IN cord-144860-a4i9vnjz 96 18 uncertainty uncertainty NN cord-144860-a4i9vnjz 96 19 . . . cord-144860-a4i9vnjz 97 1 However however RB cord-144860-a4i9vnjz 97 2 , , , cord-144860-a4i9vnjz 97 3 Figure figure NN cord-144860-a4i9vnjz 97 4 6 6 CD cord-144860-a4i9vnjz 97 5 shows show VBZ cord-144860-a4i9vnjz 97 6 our -PRON- PRP$ cord-144860-a4i9vnjz 97 7 coherently coherently RB cord-144860-a4i9vnjz 97 8 fused fuse VBN cord-144860-a4i9vnjz 97 9 spectral spectral JJ cord-144860-a4i9vnjz 97 10 estimates estimate NNS cord-144860-a4i9vnjz 97 11 [ [ -LRB- cord-144860-a4i9vnjz 97 12 3 3 CD cord-144860-a4i9vnjz 97 13 ] ] -RRB- cord-144860-a4i9vnjz 97 14 across across IN cord-144860-a4i9vnjz 97 15 these these DT cord-144860-a4i9vnjz 97 16 countries country NNS cord-144860-a4i9vnjz 97 17 before before IN cord-144860-a4i9vnjz 97 18 and and CC cord-144860-a4i9vnjz 97 19 after after IN cord-144860-a4i9vnjz 97 20 the the DT cord-144860-a4i9vnjz 97 21 lockdown lockdown NN cord-144860-a4i9vnjz 97 22 period period NN cord-144860-a4i9vnjz 97 23 , , , cord-144860-a4i9vnjz 97 24 making make VBG cord-144860-a4i9vnjz 97 25 use use NN cord-144860-a4i9vnjz 97 26 of of IN cord-144860-a4i9vnjz 97 27 192 192 CD cord-144860-a4i9vnjz 97 28 effective effective JJ cord-144860-a4i9vnjz 97 29 days day NNS cord-144860-a4i9vnjz 97 30 prior prior RB cord-144860-a4i9vnjz 97 31 to to IN cord-144860-a4i9vnjz 97 32 lockdown lockdown NN cord-144860-a4i9vnjz 97 33 and and CC cord-144860-a4i9vnjz 97 34 196 196 CD cord-144860-a4i9vnjz 97 35 days day NNS cord-144860-a4i9vnjz 97 36 afterwards afterwards RB cord-144860-a4i9vnjz 97 37 . . . cord-144860-a4i9vnjz 98 1 The the DT cord-144860-a4i9vnjz 98 2 weekly weekly JJ cord-144860-a4i9vnjz 98 3 peak peak NN cord-144860-a4i9vnjz 98 4 is be VBZ cord-144860-a4i9vnjz 98 5 clearly clearly RB cord-144860-a4i9vnjz 98 6 visible visible JJ cord-144860-a4i9vnjz 98 7 in in IN cord-144860-a4i9vnjz 98 8 both both DT cord-144860-a4i9vnjz 98 9 estimates estimate NNS cord-144860-a4i9vnjz 98 10 . . . cord-144860-a4i9vnjz 99 1 The the DT cord-144860-a4i9vnjz 99 2 second second JJ cord-144860-a4i9vnjz 99 3 and and CC cord-144860-a4i9vnjz 99 4 third third JJ cord-144860-a4i9vnjz 99 5 peaks peak NNS cord-144860-a4i9vnjz 99 6 ( ( -LRB- cord-144860-a4i9vnjz 99 7 labelled label VBN cord-144860-a4i9vnjz 99 8 a. a. NN cord-144860-a4i9vnjz 99 9 and and CC cord-144860-a4i9vnjz 99 10 b. b. NN cord-144860-a4i9vnjz 99 11 in in IN cord-144860-a4i9vnjz 99 12 Table Table NNP cord-144860-a4i9vnjz 99 13 1 1 CD cord-144860-a4i9vnjz 99 14 ) ) -RRB- cord-144860-a4i9vnjz 99 15 are be VBP cord-144860-a4i9vnjz 99 16 visible visible JJ cord-144860-a4i9vnjz 99 17 pre pre JJ cord-144860-a4i9vnjz 99 18 - - JJ cord-144860-a4i9vnjz 99 19 lockdown lockdown NN cord-144860-a4i9vnjz 99 20 , , , cord-144860-a4i9vnjz 99 21 but but CC cord-144860-a4i9vnjz 99 22 have have VBP cord-144860-a4i9vnjz 99 23 all all DT cord-144860-a4i9vnjz 99 24 but but CC cord-144860-a4i9vnjz 99 25 disappeared disappear VBD cord-144860-a4i9vnjz 99 26 post post JJ cord-144860-a4i9vnjz 99 27 - - JJ cord-144860-a4i9vnjz 99 28 lockdown lockdown NN cord-144860-a4i9vnjz 99 29 . . . cord-144860-a4i9vnjz 100 1 The the DT cord-144860-a4i9vnjz 100 2 spectrum spectrum NN cord-144860-a4i9vnjz 100 3 is be VBZ cord-144860-a4i9vnjz 100 4 flat flat JJ cord-144860-a4i9vnjz 100 5 in in IN cord-144860-a4i9vnjz 100 6 the the DT cord-144860-a4i9vnjz 100 7 location location NN cord-144860-a4i9vnjz 100 8 where where WRB cord-144860-a4i9vnjz 100 9 peak peak NNP cord-144860-a4i9vnjz 100 10 a. a. NN cord-144860-a4i9vnjz 100 11 was be VBD cord-144860-a4i9vnjz 100 12 previously previously RB cord-144860-a4i9vnjz 100 13 , , , cord-144860-a4i9vnjz 100 14 and and CC cord-144860-a4i9vnjz 100 15 spectral spectral JJ cord-144860-a4i9vnjz 100 16 power power NN cord-144860-a4i9vnjz 100 17 declines decline VBZ cord-144860-a4i9vnjz 100 18 considerably considerably RB cord-144860-a4i9vnjz 100 19 , , , cord-144860-a4i9vnjz 100 20 relatively relatively RB cord-144860-a4i9vnjz 100 21 , , , cord-144860-a4i9vnjz 100 22 where where WRB cord-144860-a4i9vnjz 100 23 peak peak NNP cord-144860-a4i9vnjz 100 24 b. b. NNP cord-144860-a4i9vnjz 100 25 was be VBD cord-144860-a4i9vnjz 100 26 located locate VBN cord-144860-a4i9vnjz 100 27 previously previously RB cord-144860-a4i9vnjz 100 28 . . . cord-144860-a4i9vnjz 101 1 This this DT cord-144860-a4i9vnjz 101 2 result result NN cord-144860-a4i9vnjz 101 3 is be VBZ cord-144860-a4i9vnjz 101 4 particularly particularly RB cord-144860-a4i9vnjz 101 5 interesting interesting JJ cord-144860-a4i9vnjz 101 6 as as IN cord-144860-a4i9vnjz 101 7 it -PRON- PRP cord-144860-a4i9vnjz 101 8 suggests suggest VBZ cord-144860-a4i9vnjz 101 9 that that IN cord-144860-a4i9vnjz 101 10 peaks peak NNS cord-144860-a4i9vnjz 101 11 a. a. NNP cord-144860-a4i9vnjz 101 12 and and CC cord-144860-a4i9vnjz 101 13 b. b. NNP cord-144860-a4i9vnjz 101 14 have have VBP cord-144860-a4i9vnjz 101 15 been be VBN cord-144860-a4i9vnjz 101 16 disrupted disrupt VBN cord-144860-a4i9vnjz 101 17 by by IN cord-144860-a4i9vnjz 101 18 the the DT cord-144860-a4i9vnjz 101 19 lockdown lockdown NN cord-144860-a4i9vnjz 101 20 . . . cord-144860-a4i9vnjz 102 1 The the DT cord-144860-a4i9vnjz 102 2 weekly weekly JJ cord-144860-a4i9vnjz 102 3 effect effect NN cord-144860-a4i9vnjz 102 4 seems seem VBZ cord-144860-a4i9vnjz 102 5 relatively relatively RB cord-144860-a4i9vnjz 102 6 unchanged unchanged JJ cord-144860-a4i9vnjz 102 7 by by IN cord-144860-a4i9vnjz 102 8 the the DT cord-144860-a4i9vnjz 102 9 lockdown lockdown NN cord-144860-a4i9vnjz 102 10 , , , cord-144860-a4i9vnjz 102 11 indicating indicate VBG cord-144860-a4i9vnjz 102 12 that that IN cord-144860-a4i9vnjz 102 13 perhaps perhaps RB cord-144860-a4i9vnjz 102 14 it -PRON- PRP cord-144860-a4i9vnjz 102 15 was be VBD cord-144860-a4i9vnjz 102 16 strongly strongly RB cord-144860-a4i9vnjz 102 17 driven drive VBN cord-144860-a4i9vnjz 102 18 by by IN cord-144860-a4i9vnjz 102 19 non non JJ cord-144860-a4i9vnjz 102 20 - - JJ cord-144860-a4i9vnjz 102 21 epidemic epidemic JJ cord-144860-a4i9vnjz 102 22 effects effect NNS cord-144860-a4i9vnjz 102 23 , , , cord-144860-a4i9vnjz 102 24 such such JJ cord-144860-a4i9vnjz 102 25 as as IN cord-144860-a4i9vnjz 102 26 recording record VBG cord-144860-a4i9vnjz 102 27 / / SYM cord-144860-a4i9vnjz 102 28 paperwork paperwork NN cord-144860-a4i9vnjz 102 29 or or CC cord-144860-a4i9vnjz 102 30 bureaucracy bureaucracy NN cord-144860-a4i9vnjz 102 31 caused cause VBN cord-144860-a4i9vnjz 102 32 by by IN cord-144860-a4i9vnjz 102 33 weekends weekend NNS cord-144860-a4i9vnjz 102 34 . . . cord-144860-a4i9vnjz 103 1 The the DT cord-144860-a4i9vnjz 103 2 post post JJ cord-144860-a4i9vnjz 103 3 - - JJ cord-144860-a4i9vnjz 103 4 lockdown lockdown JJ cord-144860-a4i9vnjz 103 5 spectrum spectrum NN cord-144860-a4i9vnjz 103 6 is be VBZ cord-144860-a4i9vnjz 103 7 higher high JJR cord-144860-a4i9vnjz 103 8 overall overall JJ cord-144860-a4i9vnjz 103 9 than than IN cord-144860-a4i9vnjz 103 10 the the DT cord-144860-a4i9vnjz 103 11 pre pre JJ cord-144860-a4i9vnjz 103 12 - - JJ cord-144860-a4i9vnjz 103 13 lockdown lockdown JJ cord-144860-a4i9vnjz 103 14 spectrum spectrum NN cord-144860-a4i9vnjz 103 15 , , , cord-144860-a4i9vnjz 103 16 this this DT cord-144860-a4i9vnjz 103 17 is be VBZ cord-144860-a4i9vnjz 103 18 due due JJ cord-144860-a4i9vnjz 103 19 to to IN cord-144860-a4i9vnjz 103 20 the the DT cord-144860-a4i9vnjz 103 21 larger large JJR cord-144860-a4i9vnjz 103 22 variation variation NN cord-144860-a4i9vnjz 103 23 associated associate VBN cord-144860-a4i9vnjz 103 24 with with IN cord-144860-a4i9vnjz 103 25 the the DT cord-144860-a4i9vnjz 103 26 larger large JJR cord-144860-a4i9vnjz 103 27 number number NN cord-144860-a4i9vnjz 103 28 of of IN cord-144860-a4i9vnjz 103 29 cases case NNS cord-144860-a4i9vnjz 103 30 identified identify VBN cord-144860-a4i9vnjz 103 31 during during IN cord-144860-a4i9vnjz 103 32 the the DT cord-144860-a4i9vnjz 103 33 progress progress NN cord-144860-a4i9vnjz 103 34 of of IN cord-144860-a4i9vnjz 103 35 the the DT cord-144860-a4i9vnjz 103 36 epidemic epidemic NN cord-144860-a4i9vnjz 103 37 . . . cord-144860-a4i9vnjz 104 1 Our -PRON- PRP$ cord-144860-a4i9vnjz 104 2 transformation transformation NN cord-144860-a4i9vnjz 104 3 suppresses suppress VBZ cord-144860-a4i9vnjz 104 4 this this DT cord-144860-a4i9vnjz 104 5 variation variation NN cord-144860-a4i9vnjz 104 6 , , , cord-144860-a4i9vnjz 104 7 but but CC cord-144860-a4i9vnjz 104 8 does do VBZ cord-144860-a4i9vnjz 104 9 not not RB cord-144860-a4i9vnjz 104 10 remove remove VB cord-144860-a4i9vnjz 104 11 it -PRON- PRP cord-144860-a4i9vnjz 104 12 entirely entirely RB cord-144860-a4i9vnjz 104 13 . . . cord-144860-a4i9vnjz 105 1 We -PRON- PRP cord-144860-a4i9vnjz 105 2 have have VBP cord-144860-a4i9vnjz 105 3 had have VBN cord-144860-a4i9vnjz 105 4 varied varied JJ cord-144860-a4i9vnjz 105 5 success success NN cord-144860-a4i9vnjz 105 6 in in IN cord-144860-a4i9vnjz 105 7 forecasting forecast VBG cord-144860-a4i9vnjz 105 8 daily daily JJ cord-144860-a4i9vnjz 105 9 cases case NNS cord-144860-a4i9vnjz 105 10 using use VBG cord-144860-a4i9vnjz 105 11 a a DT cord-144860-a4i9vnjz 105 12 sum sum NN cord-144860-a4i9vnjz 105 13 of of IN cord-144860-a4i9vnjz 105 14 two two CD cord-144860-a4i9vnjz 105 15 timemodulated timemodulate VBN cord-144860-a4i9vnjz 105 16 cosine cosine NN cord-144860-a4i9vnjz 105 17 waves wave NNS cord-144860-a4i9vnjz 105 18 model model NN cord-144860-a4i9vnjz 105 19 , , , cord-144860-a4i9vnjz 105 20 described describe VBN cord-144860-a4i9vnjz 105 21 in in IN cord-144860-a4i9vnjz 105 22 Methods method NNS cord-144860-a4i9vnjz 105 23 , , , cord-144860-a4i9vnjz 105 24 and and CC cord-144860-a4i9vnjz 105 25 more more JJR cord-144860-a4i9vnjz 105 26 research research NN cord-144860-a4i9vnjz 105 27 is be VBZ cord-144860-a4i9vnjz 105 28 required require VBN cord-144860-a4i9vnjz 105 29 . . . cord-144860-a4i9vnjz 106 1 We -PRON- PRP cord-144860-a4i9vnjz 106 2 used use VBD cord-144860-a4i9vnjz 106 3 the the DT cord-144860-a4i9vnjz 106 4 Nelder Nelder NNP cord-144860-a4i9vnjz 106 5 - - HYPH cord-144860-a4i9vnjz 106 6 Mead Mead NNP cord-144860-a4i9vnjz 106 7 [ [ -LRB- cord-144860-a4i9vnjz 106 8 17 17 CD cord-144860-a4i9vnjz 106 9 ] ] -RRB- cord-144860-a4i9vnjz 106 10 optimisation optimisation NN cord-144860-a4i9vnjz 106 11 routine routine NN cord-144860-a4i9vnjz 106 12 built build VBN cord-144860-a4i9vnjz 106 13 into into IN cord-144860-a4i9vnjz 106 14 R R NNP cord-144860-a4i9vnjz 106 15 [ [ -LRB- cord-144860-a4i9vnjz 106 16 16 16 CD cord-144860-a4i9vnjz 106 17 ] ] -RRB- cord-144860-a4i9vnjz 106 18 , , , cord-144860-a4i9vnjz 106 19 with with IN cord-144860-a4i9vnjz 106 20 starting start VBG cord-144860-a4i9vnjz 106 21 frequencies frequency NNS cord-144860-a4i9vnjz 106 22 of of IN cord-144860-a4i9vnjz 106 23 0.31 0.31 CD cord-144860-a4i9vnjz 106 24 and and CC cord-144860-a4i9vnjz 106 25 0.44 0.44 CD cord-144860-a4i9vnjz 106 26 taken take VBN cord-144860-a4i9vnjz 106 27 from from IN cord-144860-a4i9vnjz 106 28 our -PRON- PRP$ cord-144860-a4i9vnjz 106 29 UK UK NNP cord-144860-a4i9vnjz 106 30 spectral spectral JJ cord-144860-a4i9vnjz 106 31 estimate estimate NN cord-144860-a4i9vnjz 106 32 plots plot NNS cord-144860-a4i9vnjz 106 33 , , , cord-144860-a4i9vnjz 106 34 and and CC cord-144860-a4i9vnjz 106 35 built build VBD cord-144860-a4i9vnjz 106 36 the the DT cord-144860-a4i9vnjz 106 37 model model NN cord-144860-a4i9vnjz 106 38 on on IN cord-144860-a4i9vnjz 106 39 the the DT cord-144860-a4i9vnjz 106 40 transformed transform VBN cord-144860-a4i9vnjz 106 41 cases case NNS cord-144860-a4i9vnjz 106 42 up up RP cord-144860-a4i9vnjz 106 43 to to IN cord-144860-a4i9vnjz 106 44 April April NNP cord-144860-a4i9vnjz 106 45 11th 11th NN cord-144860-a4i9vnjz 106 46 . . . cord-144860-a4i9vnjz 107 1 After after IN cord-144860-a4i9vnjz 107 2 optimisation optimisation NN cord-144860-a4i9vnjz 107 3 , , , cord-144860-a4i9vnjz 107 4 the the DT cord-144860-a4i9vnjz 107 5 fitted fit VBN cord-144860-a4i9vnjz 107 6 model model NN cord-144860-a4i9vnjz 107 7 resulted result VBD cord-144860-a4i9vnjz 107 8 in in IN cord-144860-a4i9vnjz 107 9 modified modify VBN cord-144860-a4i9vnjz 107 10 frequencies frequency NNS cord-144860-a4i9vnjz 107 11 ofω ofω NN cord-144860-a4i9vnjz 107 12 1 1 CD cord-144860-a4i9vnjz 108 1 = = NFP cord-144860-a4i9vnjz 108 2 0.34,ω 0.34,ω CD cord-144860-a4i9vnjz 109 1 2 2 LS cord-144860-a4i9vnjz 109 2 = = SYM cord-144860-a4i9vnjz 109 3 0.45 0.45 CD cord-144860-a4i9vnjz 109 4 , , , cord-144860-a4i9vnjz 109 5 close close JJ cord-144860-a4i9vnjz 109 6 to to IN cord-144860-a4i9vnjz 109 7 the the DT cord-144860-a4i9vnjz 109 8 starting start VBG cord-144860-a4i9vnjz 109 9 frequencies frequency NNS cord-144860-a4i9vnjz 110 1 ( ( -LRB- cord-144860-a4i9vnjz 110 2 the the DT cord-144860-a4i9vnjz 110 3 other other JJ cord-144860-a4i9vnjz 110 4 estimated estimate VBN cord-144860-a4i9vnjz 110 5 parameters parameter NNS cord-144860-a4i9vnjz 110 6 wereα wereα NNP cord-144860-a4i9vnjz 110 7 1 1 CD cord-144860-a4i9vnjz 110 8 = = SYM cord-144860-a4i9vnjz 110 9 1.28,α 1.28,α CD cord-144860-a4i9vnjz 110 10 2 2 CD cord-144860-a4i9vnjz 110 11 = = SYM cord-144860-a4i9vnjz 110 12 0.27,φ 0.27,φ CD cord-144860-a4i9vnjz 110 13 1 1 CD cord-144860-a4i9vnjz 110 14 = = NFP cord-144860-a4i9vnjz 111 1 −0.102,φ −0.102,φ $ cord-144860-a4i9vnjz 111 2 2 2 CD cord-144860-a4i9vnjz 111 3 = = NFP cord-144860-a4i9vnjz 112 1 −0.074,μ −0.074,μ NNS cord-144860-a4i9vnjz 112 2 1 1 CD cord-144860-a4i9vnjz 112 3 = = NFP cord-144860-a4i9vnjz 113 1 1.3,μ 1.3,μ CD cord-144860-a4i9vnjz 113 2 2 2 CD cord-144860-a4i9vnjz 114 1 = = NFP cord-144860-a4i9vnjz 115 1 −0.731,p −0.731,p CD cord-144860-a4i9vnjz 115 2 1 1 CD cord-144860-a4i9vnjz 115 3 = = NFP cord-144860-a4i9vnjz 116 1 0.21,p 0.21,p CD cord-144860-a4i9vnjz 116 2 2 2 CD cord-144860-a4i9vnjz 116 3 = = SYM cord-144860-a4i9vnjz 116 4 0.75 0.75 CD cord-144860-a4i9vnjz 116 5 ) ) -RRB- cord-144860-a4i9vnjz 116 6 . . . cord-144860-a4i9vnjz 117 1 Figure figure NN cord-144860-a4i9vnjz 117 2 7 7 CD cord-144860-a4i9vnjz 117 3 shows show NNS cord-144860-a4i9vnjz 117 4 transformed transform VBN cord-144860-a4i9vnjz 117 5 new new JJ cord-144860-a4i9vnjz 117 6 daily daily JJ cord-144860-a4i9vnjz 117 7 UK UK NNP cord-144860-a4i9vnjz 117 8 cases case NNS cord-144860-a4i9vnjz 117 9 , , , cord-144860-a4i9vnjz 117 10 the the DT cord-144860-a4i9vnjz 117 11 model model NN cord-144860-a4i9vnjz 117 12 fit fit NN cord-144860-a4i9vnjz 117 13 and and CC cord-144860-a4i9vnjz 117 14 forecasts forecast NNS cord-144860-a4i9vnjz 117 15 . . . cord-144860-a4i9vnjz 118 1 The the DT cord-144860-a4i9vnjz 118 2 model model NN cord-144860-a4i9vnjz 118 3 fit fit NN cord-144860-a4i9vnjz 118 4 does do VBZ cord-144860-a4i9vnjz 118 5 not not RB cord-144860-a4i9vnjz 118 6 look look VB cord-144860-a4i9vnjz 118 7 too too RB cord-144860-a4i9vnjz 118 8 bad bad JJ cord-144860-a4i9vnjz 118 9 , , , cord-144860-a4i9vnjz 118 10 many many JJ cord-144860-a4i9vnjz 118 11 spectral spectral JJ cord-144860-a4i9vnjz 118 12 peaks peak NNS cord-144860-a4i9vnjz 118 13 are be VBP cord-144860-a4i9vnjz 118 14 being be VBG cord-144860-a4i9vnjz 118 15 identified identify VBN cord-144860-a4i9vnjz 118 16 , , , cord-144860-a4i9vnjz 118 17 but but CC cord-144860-a4i9vnjz 118 18 perhaps perhaps RB cord-144860-a4i9vnjz 118 19 the the DT cord-144860-a4i9vnjz 118 20 amplitudes amplitude NNS cord-144860-a4i9vnjz 118 21 of of IN cord-144860-a4i9vnjz 118 22 them -PRON- PRP cord-144860-a4i9vnjz 118 23 could could MD cord-144860-a4i9vnjz 118 24 be be VB cord-144860-a4i9vnjz 118 25 better well RBR cord-144860-a4i9vnjz 118 26 matched match VBN cord-144860-a4i9vnjz 118 27 . . . cord-144860-a4i9vnjz 119 1 The the DT cord-144860-a4i9vnjz 119 2 untransformed untransformed JJ cord-144860-a4i9vnjz 119 3 forecasts forecast NNS cord-144860-a4i9vnjz 119 4 for for IN cord-144860-a4i9vnjz 119 5 April April NNP cord-144860-a4i9vnjz 119 6 12th 12th NN cord-144860-a4i9vnjz 119 7 , , , cord-144860-a4i9vnjz 119 8 13th 13th NN cord-144860-a4i9vnjz 119 9 , , , cord-144860-a4i9vnjz 119 10 14th 14th JJ cord-144860-a4i9vnjz 119 11 and and CC cord-144860-a4i9vnjz 119 12 15th 15th JJ cord-144860-a4i9vnjz 119 13 were be VBD cord-144860-a4i9vnjz 119 14 5250 5250 CD cord-144860-a4i9vnjz 119 15 , , , cord-144860-a4i9vnjz 119 16 5200 5200 CD cord-144860-a4i9vnjz 119 17 , , , cord-144860-a4i9vnjz 119 18 6373 6373 CD cord-144860-a4i9vnjz 119 19 and and CC cord-144860-a4i9vnjz 119 20 6164 6164 CD cord-144860-a4i9vnjz 119 21 , , , cord-144860-a4i9vnjz 119 22 all all RB cord-144860-a4i9vnjz 119 23 with with IN cord-144860-a4i9vnjz 119 24 approximate approximate JJ cord-144860-a4i9vnjz 119 25 95 95 CD cord-144860-a4i9vnjz 119 26 % % NN cord-144860-a4i9vnjz 119 27 confidence confidence NN cord-144860-a4i9vnjz 119 28 interval interval NN cord-144860-a4i9vnjz 119 29 of of IN cord-144860-a4i9vnjz 119 30 ±150 ±150 NN cord-144860-a4i9vnjz 119 31 . . . cord-144860-a4i9vnjz 120 1 The the DT cord-144860-a4i9vnjz 120 2 actual actual JJ cord-144860-a4i9vnjz 120 3 number number NN cord-144860-a4i9vnjz 120 4 of of IN cord-144860-a4i9vnjz 120 5 cases case NNS cord-144860-a4i9vnjz 120 6 for for IN cord-144860-a4i9vnjz 120 7 April April NNP cord-144860-a4i9vnjz 120 8 12th 12th NN cord-144860-a4i9vnjz 120 9 turned turn VBD cord-144860-a4i9vnjz 120 10 out out RP cord-144860-a4i9vnjz 120 11 to to TO cord-144860-a4i9vnjz 120 12 be be VB cord-144860-a4i9vnjz 120 13 5288 5288 CD cord-144860-a4i9vnjz 120 14 . . . cord-144860-a4i9vnjz 121 1 In in IN cord-144860-a4i9vnjz 121 2 this this DT cord-144860-a4i9vnjz 121 3 case case NN cord-144860-a4i9vnjz 121 4 , , , cord-144860-a4i9vnjz 121 5 the the DT cord-144860-a4i9vnjz 121 6 forecast forecast NN cord-144860-a4i9vnjz 121 7 was be VBD cord-144860-a4i9vnjz 121 8 good good JJ cord-144860-a4i9vnjz 121 9 . . . cord-144860-a4i9vnjz 122 1 However however RB cord-144860-a4i9vnjz 122 2 , , , cord-144860-a4i9vnjz 122 3 the the DT cord-144860-a4i9vnjz 122 4 two two CD cord-144860-a4i9vnjz 122 5 - - HYPH cord-144860-a4i9vnjz 122 6 step step NN cord-144860-a4i9vnjz 122 7 ahead ahead RB cord-144860-a4i9vnjz 122 8 forecast forecast NN cord-144860-a4i9vnjz 122 9 of of IN cord-144860-a4i9vnjz 122 10 5200 5200 CD cord-144860-a4i9vnjz 122 11 was be VBD cord-144860-a4i9vnjz 122 12 wrongthe wrongthe JJ cord-144860-a4i9vnjz 122 13 true true JJ cord-144860-a4i9vnjz 122 14 value value NN cord-144860-a4i9vnjz 122 15 turned turn VBD cord-144860-a4i9vnjz 122 16 out out RP cord-144860-a4i9vnjz 122 17 to to TO cord-144860-a4i9vnjz 122 18 be be VB cord-144860-a4i9vnjz 122 19 4342 4342 CD cord-144860-a4i9vnjz 122 20 on on IN cord-144860-a4i9vnjz 122 21 April April NNP cord-144860-a4i9vnjz 122 22 13th 13th NN cord-144860-a4i9vnjz 122 23 . . . cord-144860-a4i9vnjz 123 1 We -PRON- PRP cord-144860-a4i9vnjz 123 2 also also RB cord-144860-a4i9vnjz 123 3 used use VBD cord-144860-a4i9vnjz 123 4 several several JJ cord-144860-a4i9vnjz 123 5 stochastic stochastic JJ cord-144860-a4i9vnjz 123 6 forecasting forecasting NN cord-144860-a4i9vnjz 123 7 methods method NNS cord-144860-a4i9vnjz 123 8 based base VBN cord-144860-a4i9vnjz 123 9 on on IN cord-144860-a4i9vnjz 123 10 autoregressive autoregressive JJ cord-144860-a4i9vnjz 123 11 integrated integrate VBN cord-144860-a4i9vnjz 123 12 moving move VBG cord-144860-a4i9vnjz 123 13 average average JJ cord-144860-a4i9vnjz 123 14 modelling modelling NN cord-144860-a4i9vnjz 123 15 and and CC cord-144860-a4i9vnjz 123 16 exponential exponential JJ cord-144860-a4i9vnjz 123 17 smoothing smoothing NN cord-144860-a4i9vnjz 123 18 , , , cord-144860-a4i9vnjz 123 19 but but CC cord-144860-a4i9vnjz 123 20 nothing nothing NN cord-144860-a4i9vnjz 123 21 that that WDT cord-144860-a4i9vnjz 123 22 we -PRON- PRP cord-144860-a4i9vnjz 123 23 tried try VBD cord-144860-a4i9vnjz 123 24 was be VBD cord-144860-a4i9vnjz 123 25 particularly particularly RB cord-144860-a4i9vnjz 123 26 successful successful JJ cord-144860-a4i9vnjz 123 27 . . . cord-144860-a4i9vnjz 124 1 The the DT cord-144860-a4i9vnjz 124 2 series series NN cord-144860-a4i9vnjz 124 3 is be VBZ cord-144860-a4i9vnjz 124 4 difficult difficult JJ cord-144860-a4i9vnjz 124 5 as as IN cord-144860-a4i9vnjz 124 6 its -PRON- PRP$ cord-144860-a4i9vnjz 124 7 amplitude amplitude NN cord-144860-a4i9vnjz 124 8 / / SYM cord-144860-a4i9vnjz 124 9 variance variance NN cord-144860-a4i9vnjz 124 10 is be VBZ cord-144860-a4i9vnjz 124 11 not not RB cord-144860-a4i9vnjz 124 12 constant constant JJ cord-144860-a4i9vnjz 124 13 and and CC cord-144860-a4i9vnjz 124 14 we -PRON- PRP cord-144860-a4i9vnjz 124 15 suspect suspect VBP cord-144860-a4i9vnjz 124 16 that that IN cord-144860-a4i9vnjz 124 17 frequencies frequency NNS cord-144860-a4i9vnjz 124 18 are be VBP cord-144860-a4i9vnjz 124 19 changing change VBG cord-144860-a4i9vnjz 124 20 over over IN cord-144860-a4i9vnjz 124 21 time time NN cord-144860-a4i9vnjz 124 22 ( ( -LRB- cord-144860-a4i9vnjz 124 23 as as IN cord-144860-a4i9vnjz 124 24 , , , cord-144860-a4i9vnjz 124 25 e.g. e.g. RB cord-144860-a4i9vnjz 124 26 , , , cord-144860-a4i9vnjz 124 27 the the DT cord-144860-a4i9vnjz 124 28 lockdown lockdown NN cord-144860-a4i9vnjz 124 29 plot plot NN cord-144860-a4i9vnjz 124 30 Figure Figure NNP cord-144860-a4i9vnjz 124 31 6 6 CD cord-144860-a4i9vnjz 124 32 indicated indicate VBD cord-144860-a4i9vnjz 124 33 ) ) -RRB- cord-144860-a4i9vnjz 124 34 . . . cord-144860-a4i9vnjz 125 1 However however RB cord-144860-a4i9vnjz 125 2 , , , cord-144860-a4i9vnjz 125 3 rather rather RB cord-144860-a4i9vnjz 125 4 than than IN cord-144860-a4i9vnjz 125 5 point point NN cord-144860-a4i9vnjz 125 6 forecasts forecast NNS cord-144860-a4i9vnjz 125 7 , , , cord-144860-a4i9vnjz 125 8 the the DT cord-144860-a4i9vnjz 125 9 general general JJ cord-144860-a4i9vnjz 125 10 sinusoidal sinusoidal JJ cord-144860-a4i9vnjz 125 11 nature nature NN cord-144860-a4i9vnjz 125 12 of of IN cord-144860-a4i9vnjz 125 13 the the DT cord-144860-a4i9vnjz 125 14 transformed transform VBN cord-144860-a4i9vnjz 125 15 cases case NNS cord-144860-a4i9vnjz 125 16 suggests suggest VBZ cord-144860-a4i9vnjz 125 17 a a DT cord-144860-a4i9vnjz 125 18 further further RB cord-144860-a4i9vnjz 125 19 , , , cord-144860-a4i9vnjz 125 20 perhaps perhaps RB cord-144860-a4i9vnjz 125 21 more more RBR cord-144860-a4i9vnjz 125 22 reasonable reasonable JJ cord-144860-a4i9vnjz 125 23 strategy strategy NN cord-144860-a4i9vnjz 125 24 . . . cord-144860-a4i9vnjz 126 1 At at IN cord-144860-a4i9vnjz 126 2 this this DT cord-144860-a4i9vnjz 126 3 stage stage NN cord-144860-a4i9vnjz 126 4 , , , cord-144860-a4i9vnjz 126 5 the the DT cord-144860-a4i9vnjz 126 6 UK UK NNP cord-144860-a4i9vnjz 126 7 Government Government NNP cord-144860-a4i9vnjz 126 8 and and CC cord-144860-a4i9vnjz 126 9 media medium NNS cord-144860-a4i9vnjz 126 10 are be VBP cord-144860-a4i9vnjz 126 11 looking look VBG cord-144860-a4i9vnjz 126 12 expectantly expectantly RB cord-144860-a4i9vnjz 126 13 at at IN cord-144860-a4i9vnjz 126 14 the the DT cord-144860-a4i9vnjz 126 15 daily daily JJ cord-144860-a4i9vnjz 126 16 case case NN cord-144860-a4i9vnjz 126 17 numbers number NNS cord-144860-a4i9vnjz 126 18 to to TO cord-144860-a4i9vnjz 126 19 try try VB cord-144860-a4i9vnjz 126 20 and and CC cord-144860-a4i9vnjz 126 21 detect detect VB cord-144860-a4i9vnjz 126 22 a a DT cord-144860-a4i9vnjz 126 23 sustained sustain VBN cord-144860-a4i9vnjz 126 24 downward downward JJ cord-144860-a4i9vnjz 126 25 trend trend NN cord-144860-a4i9vnjz 126 26 in in IN cord-144860-a4i9vnjz 126 27 cases case NNS cord-144860-a4i9vnjz 126 28 . . . cord-144860-a4i9vnjz 127 1 Excitement excitement NN cord-144860-a4i9vnjz 127 2 has have VBZ cord-144860-a4i9vnjz 127 3 been be VBN cord-144860-a4i9vnjz 127 4 generated generate VBN cord-144860-a4i9vnjz 127 5 by by IN cord-144860-a4i9vnjz 127 6 a a DT cord-144860-a4i9vnjz 127 7 drop drop NN cord-144860-a4i9vnjz 127 8 in in IN cord-144860-a4i9vnjz 127 9 cases case NNS cord-144860-a4i9vnjz 127 10 two two CD cord-144860-a4i9vnjz 127 11 days day NNS cord-144860-a4i9vnjz 127 12 in in IN cord-144860-a4i9vnjz 127 13 a a DT cord-144860-a4i9vnjz 127 14 row row NN cord-144860-a4i9vnjz 127 15 . . . cord-144860-a4i9vnjz 128 1 This this DT cord-144860-a4i9vnjz 128 2 happened happen VBD cord-144860-a4i9vnjz 128 3 on on IN cord-144860-a4i9vnjz 128 4 April April NNP cord-144860-a4i9vnjz 128 5 5th 5th NN cord-144860-a4i9vnjz 128 6 with with IN cord-144860-a4i9vnjz 128 7 5903 5903 CD cord-144860-a4i9vnjz 128 8 cases case NNS cord-144860-a4i9vnjz 128 9 , , , cord-144860-a4i9vnjz 128 10 followed follow VBN cord-144860-a4i9vnjz 128 11 by by IN cord-144860-a4i9vnjz 128 12 a a DT cord-144860-a4i9vnjz 128 13 drop drop NN cord-144860-a4i9vnjz 128 14 to to IN cord-144860-a4i9vnjz 128 15 3802 3802 CD cord-144860-a4i9vnjz 128 16 and and CC cord-144860-a4i9vnjz 128 17 then then RB cord-144860-a4i9vnjz 128 18 3634 3634 CD cord-144860-a4i9vnjz 128 19 on on IN cord-144860-a4i9vnjz 128 20 April April NNP cord-144860-a4i9vnjz 128 21 6th 6th NN cord-144860-a4i9vnjz 128 22 and and CC cord-144860-a4i9vnjz 128 23 7th 7th NN cord-144860-a4i9vnjz 128 24 and and CC cord-144860-a4i9vnjz 128 25 then then RB cord-144860-a4i9vnjz 128 26 , , , cord-144860-a4i9vnjz 128 27 unfortunately unfortunately RB cord-144860-a4i9vnjz 128 28 , , , cord-144860-a4i9vnjz 128 29 increasing increase VBG cord-144860-a4i9vnjz 128 30 to to IN cord-144860-a4i9vnjz 128 31 5491 5491 CD cord-144860-a4i9vnjz 128 32 on on IN cord-144860-a4i9vnjz 128 33 the the DT cord-144860-a4i9vnjz 128 34 8th 8th NN cord-144860-a4i9vnjz 128 35 . . . cord-144860-a4i9vnjz 129 1 However however RB cord-144860-a4i9vnjz 129 2 , , , cord-144860-a4i9vnjz 129 3 the the DT cord-144860-a4i9vnjz 129 4 general general JJ cord-144860-a4i9vnjz 129 5 sinusoidal sinusoidal NN cord-144860-a4i9vnjz 129 6 patten patten NNP cord-144860-a4i9vnjz 129 7 , , , cord-144860-a4i9vnjz 129 8 with with IN cord-144860-a4i9vnjz 129 9 a a DT cord-144860-a4i9vnjz 129 10 wavelengths wavelength NNS cord-144860-a4i9vnjz 129 11 of of IN cord-144860-a4i9vnjz 129 12 about about RB cord-144860-a4i9vnjz 129 13 2.7 2.7 CD cord-144860-a4i9vnjz 129 14 and and CC cord-144860-a4i9vnjz 129 15 four four CD cord-144860-a4i9vnjz 129 16 days day NNS cord-144860-a4i9vnjz 129 17 shows show VBZ cord-144860-a4i9vnjz 129 18 that that IN cord-144860-a4i9vnjz 129 19 we -PRON- PRP cord-144860-a4i9vnjz 129 20 should should MD cord-144860-a4i9vnjz 129 21 only only RB cord-144860-a4i9vnjz 129 22 perhaps perhaps RB cord-144860-a4i9vnjz 129 23 start start VB cord-144860-a4i9vnjz 129 24 believing believe VBG cord-144860-a4i9vnjz 129 25 that that IN cord-144860-a4i9vnjz 129 26 a a DT cord-144860-a4i9vnjz 129 27 downward downward JJ cord-144860-a4i9vnjz 129 28 turn turn NN cord-144860-a4i9vnjz 129 29 is be VBZ cord-144860-a4i9vnjz 129 30 a a DT cord-144860-a4i9vnjz 129 31 downward downward JJ cord-144860-a4i9vnjz 129 32 trend trend NN cord-144860-a4i9vnjz 129 33 after after IN cord-144860-a4i9vnjz 129 34 a a DT cord-144860-a4i9vnjz 129 35 sustained sustained JJ cord-144860-a4i9vnjz 129 36 decrease decrease NN cord-144860-a4i9vnjz 129 37 of of IN cord-144860-a4i9vnjz 129 38 four four CD cord-144860-a4i9vnjz 129 39 days day NNS cord-144860-a4i9vnjz 129 40 or or CC cord-144860-a4i9vnjz 129 41 more more JJR cord-144860-a4i9vnjz 129 42 . . . cord-144860-a4i9vnjz 130 1 However however RB cord-144860-a4i9vnjz 130 2 , , , cord-144860-a4i9vnjz 130 3 caution caution NN cord-144860-a4i9vnjz 130 4 needs need VBZ cord-144860-a4i9vnjz 130 5 to to TO cord-144860-a4i9vnjz 130 6 be be VB cord-144860-a4i9vnjz 130 7 applied apply VBN cord-144860-a4i9vnjz 130 8 here here RB cord-144860-a4i9vnjz 130 9 as as IN cord-144860-a4i9vnjz 130 10 there there EX cord-144860-a4i9vnjz 130 11 is be VBZ cord-144860-a4i9vnjz 130 12 no no DT cord-144860-a4i9vnjz 130 13 guarantee guarantee NN cord-144860-a4i9vnjz 130 14 that that IN cord-144860-a4i9vnjz 130 15 the the DT cord-144860-a4i9vnjz 130 16 dynamics dynamic NNS cord-144860-a4i9vnjz 130 17 will will MD cord-144860-a4i9vnjz 130 18 remain remain VB cord-144860-a4i9vnjz 130 19 unchanged unchanged JJ cord-144860-a4i9vnjz 130 20 . . . cord-144860-a4i9vnjz 131 1 We -PRON- PRP cord-144860-a4i9vnjz 131 2 analysed analyse VBD cord-144860-a4i9vnjz 131 3 numbers number NNS cord-144860-a4i9vnjz 131 4 of of IN cord-144860-a4i9vnjz 131 5 deaths death NNS cord-144860-a4i9vnjz 131 6 using use VBG cord-144860-a4i9vnjz 131 7 similar similar JJ cord-144860-a4i9vnjz 131 8 methods method NNS cord-144860-a4i9vnjz 131 9 described describe VBN cord-144860-a4i9vnjz 131 10 here here RB cord-144860-a4i9vnjz 131 11 and and CC cord-144860-a4i9vnjz 131 12 found find VBD cord-144860-a4i9vnjz 131 13 similar similar JJ cord-144860-a4i9vnjz 131 14 cycles cycle NNS cord-144860-a4i9vnjz 131 15 . . . cord-144860-a4i9vnjz 132 1 Although although IN cord-144860-a4i9vnjz 132 2 we -PRON- PRP cord-144860-a4i9vnjz 132 3 have have VBP cord-144860-a4i9vnjz 132 4 not not RB cord-144860-a4i9vnjz 132 5 carried carry VBN cord-144860-a4i9vnjz 132 6 out out RP cord-144860-a4i9vnjz 132 7 a a DT cord-144860-a4i9vnjz 132 8 detailed detailed JJ cord-144860-a4i9vnjz 132 9 analysis analysis NN cord-144860-a4i9vnjz 132 10 , , , cord-144860-a4i9vnjz 132 11 if if IN cord-144860-a4i9vnjz 132 12 the the DT cord-144860-a4i9vnjz 132 13 number number NN cord-144860-a4i9vnjz 132 14 of of IN cord-144860-a4i9vnjz 132 15 deaths death NNS cord-144860-a4i9vnjz 132 16 process process NN cord-144860-a4i9vnjz 132 17 can can MD cord-144860-a4i9vnjz 132 18 be be VB cord-144860-a4i9vnjz 132 19 approximated approximate VBN cord-144860-a4i9vnjz 132 20 by by IN cord-144860-a4i9vnjz 132 21 a a DT cord-144860-a4i9vnjz 132 22 linear linear JJ cord-144860-a4i9vnjz 132 23 system system NN cord-144860-a4i9vnjz 132 24 [ [ -LRB- cord-144860-a4i9vnjz 132 25 1 1 CD cord-144860-a4i9vnjz 132 26 , , , cord-144860-a4i9vnjz 132 27 10 10 CD cord-144860-a4i9vnjz 132 28 ] ] -RRB- cord-144860-a4i9vnjz 132 29 with with IN cord-144860-a4i9vnjz 132 30 the the DT cord-144860-a4i9vnjz 132 31 numbers number NNS cord-144860-a4i9vnjz 132 32 of of IN cord-144860-a4i9vnjz 132 33 cases case NNS cord-144860-a4i9vnjz 132 34 as as IN cord-144860-a4i9vnjz 132 35 input input NN cord-144860-a4i9vnjz 132 36 , , , cord-144860-a4i9vnjz 132 37 then then RB cord-144860-a4i9vnjz 132 38 similar similar JJ cord-144860-a4i9vnjz 132 39 cycles cycle NNS cord-144860-a4i9vnjz 132 40 are be VBP cord-144860-a4i9vnjz 132 41 to to TO cord-144860-a4i9vnjz 132 42 be be VB cord-144860-a4i9vnjz 132 43 expected expect VBN cord-144860-a4i9vnjz 132 44 . . . cord-144860-a4i9vnjz 133 1 A a DT cord-144860-a4i9vnjz 133 2 time time NN cord-144860-a4i9vnjz 133 3 series series NN cord-144860-a4i9vnjz 133 4 with with IN cord-144860-a4i9vnjz 133 5 a a DT cord-144860-a4i9vnjz 133 6 fixed fix VBN cord-144860-a4i9vnjz 133 7 sampling sampling NN cord-144860-a4i9vnjz 133 8 rate rate NN cord-144860-a4i9vnjz 133 9 and and CC cord-144860-a4i9vnjz 133 10 length length NN cord-144860-a4i9vnjz 133 11 has have VBZ cord-144860-a4i9vnjz 133 12 a a DT cord-144860-a4i9vnjz 133 13 minimum minimum NN cord-144860-a4i9vnjz 133 14 and and CC cord-144860-a4i9vnjz 133 15 maximum maximum JJ cord-144860-a4i9vnjz 133 16 ( ( -LRB- cord-144860-a4i9vnjz 133 17 Nyquist Nyquist NNP cord-144860-a4i9vnjz 133 18 ) ) -RRB- cord-144860-a4i9vnjz 133 19 frequency frequency NN cord-144860-a4i9vnjz 133 20 that that WDT cord-144860-a4i9vnjz 133 21 can can MD cord-144860-a4i9vnjz 133 22 be be VB cord-144860-a4i9vnjz 133 23 observed observe VBN cord-144860-a4i9vnjz 133 24 . . . cord-144860-a4i9vnjz 134 1 [ [ -LRB- cord-144860-a4i9vnjz 134 2 1 1 CD cord-144860-a4i9vnjz 134 3 , , , cord-144860-a4i9vnjz 134 4 10 10 CD cord-144860-a4i9vnjz 134 5 ] ] -RRB- cord-144860-a4i9vnjz 135 1 Although although IN cord-144860-a4i9vnjz 135 2 our -PRON- PRP$ cord-144860-a4i9vnjz 135 3 spectral spectral JJ cord-144860-a4i9vnjz 135 4 fusion fusion NN cord-144860-a4i9vnjz 135 5 methods method NNS cord-144860-a4i9vnjz 135 6 [ [ -LRB- cord-144860-a4i9vnjz 135 7 3 3 LS cord-144860-a4i9vnjz 135 8 ] ] -RRB- cord-144860-a4i9vnjz 135 9 provide provide VB cord-144860-a4i9vnjz 135 10 more more RBR cord-144860-a4i9vnjz 135 11 accurate accurate JJ cord-144860-a4i9vnjz 135 12 estimates estimate NNS cord-144860-a4i9vnjz 135 13 of of IN cord-144860-a4i9vnjz 135 14 the the DT cord-144860-a4i9vnjz 135 15 spectrum spectrum NN cord-144860-a4i9vnjz 135 16 in in IN cord-144860-a4i9vnjz 135 17 the the DT cord-144860-a4i9vnjz 135 18 normal normal JJ cord-144860-a4i9vnjz 135 19 range range NN cord-144860-a4i9vnjz 135 20 ( ( -LRB- cord-144860-a4i9vnjz 135 21 equivalent equivalent JJ cord-144860-a4i9vnjz 135 22 to to IN cord-144860-a4i9vnjz 135 23 having have VBG cord-144860-a4i9vnjz 135 24 a a DT cord-144860-a4i9vnjz 135 25 larger large JJR cord-144860-a4i9vnjz 135 26 sample sample NN cord-144860-a4i9vnjz 135 27 size size NN cord-144860-a4i9vnjz 135 28 ) ) -RRB- cord-144860-a4i9vnjz 135 29 , , , cord-144860-a4i9vnjz 135 30 they -PRON- PRP cord-144860-a4i9vnjz 135 31 can can MD cord-144860-a4i9vnjz 135 32 not not RB cord-144860-a4i9vnjz 135 33 provide provide VB cord-144860-a4i9vnjz 135 34 information information NN cord-144860-a4i9vnjz 135 35 on on IN cord-144860-a4i9vnjz 135 36 frequencies frequency NNS cord-144860-a4i9vnjz 135 37 outside outside RB cord-144860-a4i9vnjz 135 38 of of IN cord-144860-a4i9vnjz 135 39 the the DT cord-144860-a4i9vnjz 135 40 normal normal JJ cord-144860-a4i9vnjz 135 41 range range NN cord-144860-a4i9vnjz 135 42 . . . cord-144860-a4i9vnjz 136 1 To to TO cord-144860-a4i9vnjz 136 2 estimate estimate VB cord-144860-a4i9vnjz 136 3 lower low JJR cord-144860-a4i9vnjz 136 4 frequencies frequency NNS cord-144860-a4i9vnjz 136 5 , , , cord-144860-a4i9vnjz 136 6 we -PRON- PRP cord-144860-a4i9vnjz 136 7 would would MD cord-144860-a4i9vnjz 136 8 need need VB cord-144860-a4i9vnjz 136 9 a a DT cord-144860-a4i9vnjz 136 10 genuinely genuinely RB cord-144860-a4i9vnjz 136 11 longer long JJR cord-144860-a4i9vnjz 136 12 series series NN cord-144860-a4i9vnjz 136 13 and and CC cord-144860-a4i9vnjz 136 14 , , , cord-144860-a4i9vnjz 136 15 for for IN cord-144860-a4i9vnjz 136 16 higher high JJR cord-144860-a4i9vnjz 136 17 frequencies frequency NNS cord-144860-a4i9vnjz 136 18 , , , cord-144860-a4i9vnjz 136 19 we -PRON- PRP cord-144860-a4i9vnjz 136 20 would would MD cord-144860-a4i9vnjz 136 21 require require VB cord-144860-a4i9vnjz 136 22 cases case NNS cord-144860-a4i9vnjz 136 23 more more RBR cord-144860-a4i9vnjz 136 24 frequently frequently RB cord-144860-a4i9vnjz 136 25 than than IN cord-144860-a4i9vnjz 136 26 once once RB cord-144860-a4i9vnjz 136 27 a a DT cord-144860-a4i9vnjz 136 28 day day NN cord-144860-a4i9vnjz 136 29 , , , cord-144860-a4i9vnjz 136 30 which which WDT cord-144860-a4i9vnjz 136 31 are be VBP cord-144860-a4i9vnjz 136 32 arguably arguably RB cord-144860-a4i9vnjz 136 33 not not RB cord-144860-a4i9vnjz 136 34 really really RB cord-144860-a4i9vnjz 136 35 necessary necessary JJ cord-144860-a4i9vnjz 136 36 for for IN cord-144860-a4i9vnjz 136 37 any any DT cord-144860-a4i9vnjz 136 38 practical practical JJ cord-144860-a4i9vnjz 136 39 purpose purpose NN cord-144860-a4i9vnjz 136 40 . . . cord-144860-a4i9vnjz 137 1 Our -PRON- PRP$ cord-144860-a4i9vnjz 137 2 analyses analysis NNS cord-144860-a4i9vnjz 137 3 assume assume VBP cord-144860-a4i9vnjz 137 4 approximate approximate JJ cord-144860-a4i9vnjz 137 5 stationarity stationarity NN cord-144860-a4i9vnjz 137 6 and and CC cord-144860-a4i9vnjz 137 7 linearity linearity NN cord-144860-a4i9vnjz 137 8 for for IN cord-144860-a4i9vnjz 137 9 the the DT cord-144860-a4i9vnjz 137 10 transformed transform VBN cord-144860-a4i9vnjz 137 11 series series NN cord-144860-a4i9vnjz 137 12 , , , cord-144860-a4i9vnjz 137 13 which which WDT cord-144860-a4i9vnjz 137 14 is be VBZ cord-144860-a4i9vnjz 137 15 unlikely unlikely JJ cord-144860-a4i9vnjz 137 16 to to TO cord-144860-a4i9vnjz 137 17 be be VB cord-144860-a4i9vnjz 137 18 exactly exactly RB cord-144860-a4i9vnjz 137 19 true true JJ cord-144860-a4i9vnjz 137 20 in in IN cord-144860-a4i9vnjz 137 21 practice practice NN cord-144860-a4i9vnjz 137 22 . . . cord-144860-a4i9vnjz 138 1 For for IN cord-144860-a4i9vnjz 138 2 example example NN cord-144860-a4i9vnjz 138 3 , , , cord-144860-a4i9vnjz 138 4 in in IN cord-144860-a4i9vnjz 138 5 the the DT cord-144860-a4i9vnjz 138 6 UK UK NNP cord-144860-a4i9vnjz 138 7 transformed transform VBN cord-144860-a4i9vnjz 138 8 case case NN cord-144860-a4i9vnjz 138 9 series series NN cord-144860-a4i9vnjz 138 10 in in IN cord-144860-a4i9vnjz 138 11 Figure Figure NNP cord-144860-a4i9vnjz 138 12 7 7 CD cord-144860-a4i9vnjz 138 13 , , , cord-144860-a4i9vnjz 138 14 there there EX cord-144860-a4i9vnjz 138 15 are be VBP cord-144860-a4i9vnjz 138 16 hints hint NNS cord-144860-a4i9vnjz 138 17 of of IN cord-144860-a4i9vnjz 138 18 the the DT cord-144860-a4i9vnjz 138 19 series series NN cord-144860-a4i9vnjz 138 20 oscillation oscillation NN cord-144860-a4i9vnjz 138 21 speeding speed VBG cord-144860-a4i9vnjz 138 22 up up RP cord-144860-a4i9vnjz 138 23 over over IN cord-144860-a4i9vnjz 138 24 the the DT cord-144860-a4i9vnjz 138 25 last last JJ cord-144860-a4i9vnjz 138 26 ten ten CD cord-144860-a4i9vnjz 138 27 days day NNS cord-144860-a4i9vnjz 138 28 . . . cord-144860-a4i9vnjz 139 1 Practically practically RB cord-144860-a4i9vnjz 139 2 speaking speak VBG cord-144860-a4i9vnjz 139 3 , , , cord-144860-a4i9vnjz 139 4 changes change NNS cord-144860-a4i9vnjz 139 5 in in IN cord-144860-a4i9vnjz 139 6 the the DT cord-144860-a4i9vnjz 139 7 testing testing NN cord-144860-a4i9vnjz 139 8 regime regime NN cord-144860-a4i9vnjz 139 9 , , , cord-144860-a4i9vnjz 139 10 recording recording NN cord-144860-a4i9vnjz 139 11 practices practice NNS cord-144860-a4i9vnjz 139 12 , , , cord-144860-a4i9vnjz 139 13 the the DT cord-144860-a4i9vnjz 139 14 lockdowns lockdown NNS cord-144860-a4i9vnjz 139 15 or or CC cord-144860-a4i9vnjz 139 16 other other JJ cord-144860-a4i9vnjz 139 17 interventions intervention NNS cord-144860-a4i9vnjz 139 18 will will MD cord-144860-a4i9vnjz 139 19 change change VB cord-144860-a4i9vnjz 139 20 the the DT cord-144860-a4i9vnjz 139 21 dynamics dynamic NNS cord-144860-a4i9vnjz 139 22 of of IN cord-144860-a4i9vnjz 139 23 either either CC cord-144860-a4i9vnjz 139 24 the the DT cord-144860-a4i9vnjz 139 25 pandemic pandemic NN cord-144860-a4i9vnjz 139 26 itself -PRON- PRP cord-144860-a4i9vnjz 139 27 or or CC cord-144860-a4i9vnjz 139 28 recording recording NN cord-144860-a4i9vnjz 139 29 of of IN cord-144860-a4i9vnjz 139 30 it -PRON- PRP cord-144860-a4i9vnjz 139 31 . . . cord-144860-a4i9vnjz 140 1 Ideally ideally RB cord-144860-a4i9vnjz 140 2 , , , cord-144860-a4i9vnjz 140 3 it -PRON- PRP cord-144860-a4i9vnjz 140 4 would would MD cord-144860-a4i9vnjz 140 5 be be VB cord-144860-a4i9vnjz 140 6 of of IN cord-144860-a4i9vnjz 140 7 interest interest NN cord-144860-a4i9vnjz 140 8 to to TO cord-144860-a4i9vnjz 140 9 use use VB cord-144860-a4i9vnjz 140 10 methods method NNS cord-144860-a4i9vnjz 140 11 for for IN cord-144860-a4i9vnjz 140 12 non non JJ cord-144860-a4i9vnjz 140 13 - - JJ cord-144860-a4i9vnjz 140 14 stationary stationary JJ cord-144860-a4i9vnjz 140 15 time time NN cord-144860-a4i9vnjz 140 16 series series NN cord-144860-a4i9vnjz 140 17 [ [ -LRB- cord-144860-a4i9vnjz 140 18 18 18 CD cord-144860-a4i9vnjz 140 19 , , , cord-144860-a4i9vnjz 140 20 19 19 CD cord-144860-a4i9vnjz 140 21 ] ] -RRB- cord-144860-a4i9vnjz 140 22 , , , cord-144860-a4i9vnjz 140 23 but but CC cord-144860-a4i9vnjz 140 24 the the DT cord-144860-a4i9vnjz 140 25 current current JJ cord-144860-a4i9vnjz 140 26 series series NN cord-144860-a4i9vnjz 140 27 available available JJ cord-144860-a4i9vnjz 140 28 to to IN cord-144860-a4i9vnjz 140 29 us -PRON- PRP cord-144860-a4i9vnjz 140 30 are be VBP cord-144860-a4i9vnjz 140 31 far far RB cord-144860-a4i9vnjz 140 32 too too RB cord-144860-a4i9vnjz 140 33 short short JJ cord-144860-a4i9vnjz 140 34 for for IN cord-144860-a4i9vnjz 140 35 such such JJ cord-144860-a4i9vnjz 140 36 analyses analysis NNS cord-144860-a4i9vnjz 140 37 . . . cord-144860-a4i9vnjz 141 1 All all DT cord-144860-a4i9vnjz 141 2 computations computation NNS cord-144860-a4i9vnjz 141 3 were be VBD cord-144860-a4i9vnjz 141 4 executed execute VBN cord-144860-a4i9vnjz 141 5 in in IN cord-144860-a4i9vnjz 141 6 R R NNP cord-144860-a4i9vnjz 141 7 [ [ -LRB- cord-144860-a4i9vnjz 141 8 16 16 CD cord-144860-a4i9vnjz 141 9 ] ] -RRB- cord-144860-a4i9vnjz 141 10 and and CC cord-144860-a4i9vnjz 141 11 packages package NNS cord-144860-a4i9vnjz 141 12 that that WDT cord-144860-a4i9vnjz 141 13 are be VBP cord-144860-a4i9vnjz 141 14 mentioned mention VBN cord-144860-a4i9vnjz 141 15 specifically specifically RB cord-144860-a4i9vnjz 141 16 below below RB cord-144860-a4i9vnjz 141 17 . . . cord-144860-a4i9vnjz 142 1 Let let VB cord-144860-a4i9vnjz 142 2 Y Y NNP cord-144860-a4i9vnjz 142 3 t t XX cord-144860-a4i9vnjz 142 4 , , , cord-144860-a4i9vnjz 142 5 for for IN cord-144860-a4i9vnjz 142 6 t t NN cord-144860-a4i9vnjz 142 7 = = SYM cord-144860-a4i9vnjz 142 8 1 1 CD cord-144860-a4i9vnjz 142 9 , , , cord-144860-a4i9vnjz 142 10 . . . cord-144860-a4i9vnjz 142 11 . . . cord-144860-a4i9vnjz 142 12 . . . cord-144860-a4i9vnjz 143 1 , , , cord-144860-a4i9vnjz 143 2 n n NNP cord-144860-a4i9vnjz 143 3 c c NNP cord-144860-a4i9vnjz 143 4 represent represent VBP cord-144860-a4i9vnjz 143 5 the the DT cord-144860-a4i9vnjz 143 6 number number NN cord-144860-a4i9vnjz 143 7 of of IN cord-144860-a4i9vnjz 143 8 new new JJ cord-144860-a4i9vnjz 143 9 daily daily JJ cord-144860-a4i9vnjz 143 10 cases case NNS cord-144860-a4i9vnjz 143 11 for for IN cord-144860-a4i9vnjz 143 12 n n NN cord-144860-a4i9vnjz 143 13 c c NNP cord-144860-a4i9vnjz 143 14 days day NNS cord-144860-a4i9vnjz 143 15 for for IN cord-144860-a4i9vnjz 143 16 country country NN cord-144860-a4i9vnjz 143 17 c. c. NNP cord-144860-a4i9vnjz 144 1 The the DT cord-144860-a4i9vnjz 144 2 spectral spectral JJ cord-144860-a4i9vnjz 144 3 dynamics dynamic NNS cord-144860-a4i9vnjz 144 4 of of IN cord-144860-a4i9vnjz 144 5 the the DT cord-144860-a4i9vnjz 144 6 number number NN cord-144860-a4i9vnjz 144 7 of of IN cord-144860-a4i9vnjz 144 8 daily daily JJ cord-144860-a4i9vnjz 144 9 cases case NNS cord-144860-a4i9vnjz 144 10 for for IN cord-144860-a4i9vnjz 144 11 different different JJ cord-144860-a4i9vnjz 144 12 countries country NNS cord-144860-a4i9vnjz 144 13 are be VBP cord-144860-a4i9vnjz 144 14 all all DT cord-144860-a4i9vnjz 144 15 countries country NNS cord-144860-a4i9vnjz 144 16 masked mask VBN cord-144860-a4i9vnjz 144 17 by by IN cord-144860-a4i9vnjz 144 18 the the DT cord-144860-a4i9vnjz 144 19 well well RB cord-144860-a4i9vnjz 144 20 - - HYPH cord-144860-a4i9vnjz 144 21 known know VBN cord-144860-a4i9vnjz 144 22 and and CC cord-144860-a4i9vnjz 144 23 characteristic characteristic JJ cord-144860-a4i9vnjz 144 24 exponential exponential JJ cord-144860-a4i9vnjz 144 25 increases increase NNS cord-144860-a4i9vnjz 144 26 ( ( -LRB- cord-144860-a4i9vnjz 144 27 and and CC cord-144860-a4i9vnjz 144 28 decrease decrease VB cord-144860-a4i9vnjz 144 29 , , , cord-144860-a4i9vnjz 144 30 for for IN cord-144860-a4i9vnjz 144 31 those those DT cord-144860-a4i9vnjz 144 32 countries country NNS cord-144860-a4i9vnjz 144 33 that that WDT cord-144860-a4i9vnjz 144 34 locked lock VBD cord-144860-a4i9vnjz 144 35 down down RP cord-144860-a4i9vnjz 144 36 and and CC cord-144860-a4i9vnjz 144 37 have have VBP cord-144860-a4i9vnjz 144 38 now now RB cord-144860-a4i9vnjz 144 39 passed pass VBN cord-144860-a4i9vnjz 144 40 their -PRON- PRP$ cord-144860-a4i9vnjz 144 41 peak peak NN cord-144860-a4i9vnjz 144 42 ) ) -RRB- cord-144860-a4i9vnjz 144 43 . . . cord-144860-a4i9vnjz 145 1 Hence hence RB cord-144860-a4i9vnjz 145 2 , , , cord-144860-a4i9vnjz 145 3 we -PRON- PRP cord-144860-a4i9vnjz 145 4 transform transform VBP cord-144860-a4i9vnjz 145 5 our -PRON- PRP$ cord-144860-a4i9vnjz 145 6 number number NN cord-144860-a4i9vnjz 145 7 of of IN cord-144860-a4i9vnjz 145 8 daily daily JJ cord-144860-a4i9vnjz 145 9 cases case NNS cord-144860-a4i9vnjz 145 10 series series NN cord-144860-a4i9vnjz 145 11 to to TO cord-144860-a4i9vnjz 145 12 reveal reveal VB cord-144860-a4i9vnjz 145 13 the the DT cord-144860-a4i9vnjz 145 14 spectral spectral JJ cord-144860-a4i9vnjz 145 15 dynamics dynamic NNS cord-144860-a4i9vnjz 145 16 . . . cord-144860-a4i9vnjz 146 1 After after IN cord-144860-a4i9vnjz 146 2 exploration exploration NN cord-144860-a4i9vnjz 146 3 [ [ -LRB- cord-144860-a4i9vnjz 146 4 10 10 CD cord-144860-a4i9vnjz 146 5 ] ] -RRB- cord-144860-a4i9vnjz 146 6 the the DT cord-144860-a4i9vnjz 146 7 following follow VBG cord-144860-a4i9vnjz 146 8 transform transform NN cord-144860-a4i9vnjz 146 9 was be VBD cord-144860-a4i9vnjz 146 10 used use VBN cord-144860-a4i9vnjz 146 11 for for IN cord-144860-a4i9vnjz 146 12 all all DT cord-144860-a4i9vnjz 146 13 series series NN cord-144860-a4i9vnjz 146 14 L L NNP cord-144860-a4i9vnjz 146 15 t t NN cord-144860-a4i9vnjz 146 16 = = SYM cord-144860-a4i9vnjz 146 17 sgn(D sgn(D NNP cord-144860-a4i9vnjz 146 18 t t NNP cord-144860-a4i9vnjz 146 19 ) ) -RRB- cord-144860-a4i9vnjz 147 1 log(|D log(|d CC cord-144860-a4i9vnjz 147 2 t t NNP cord-144860-a4i9vnjz 147 3 | | NNP cord-144860-a4i9vnjz 147 4 ) ) -RRB- cord-144860-a4i9vnjz 147 5 , , , cord-144860-a4i9vnjz 147 6 where where WRB cord-144860-a4i9vnjz 147 7 the the DT cord-144860-a4i9vnjz 147 8 sign sign NN cord-144860-a4i9vnjz 147 9 function function NN cord-144860-a4i9vnjz 147 10 sgn(x sgn(x '' cord-144860-a4i9vnjz 147 11 ) ) -RRB- cord-144860-a4i9vnjz 148 1 is be VBZ cord-144860-a4i9vnjz 148 2 +1 +1 XX cord-144860-a4i9vnjz 148 3 , , , cord-144860-a4i9vnjz 148 4 if if IN cord-144860-a4i9vnjz 148 5 x x NN cord-144860-a4i9vnjz 148 6 is be VBZ cord-144860-a4i9vnjz 148 7 positive positive JJ cord-144860-a4i9vnjz 148 8 or or CC cord-144860-a4i9vnjz 148 9 −1 −1 NNP cord-144860-a4i9vnjz 148 10 , , , cord-144860-a4i9vnjz 148 11 if if IN cord-144860-a4i9vnjz 148 12 x x NN cord-144860-a4i9vnjz 148 13 is be VBZ cord-144860-a4i9vnjz 148 14 negative negative JJ cord-144860-a4i9vnjz 148 15 , , , cord-144860-a4i9vnjz 148 16 and and CC cord-144860-a4i9vnjz 148 17 D d NN cord-144860-a4i9vnjz 148 18 t t NN cord-144860-a4i9vnjz 148 19 = = NN cord-144860-a4i9vnjz 149 1 Y Y NNP cord-144860-a4i9vnjz 149 2 t t NN cord-144860-a4i9vnjz 149 3 − − NN cord-144860-a4i9vnjz 149 4 Y Y NNP cord-144860-a4i9vnjz 149 5 t−1 t−1 NN cord-144860-a4i9vnjz 149 6 for for IN cord-144860-a4i9vnjz 149 7 t t NN cord-144860-a4i9vnjz 149 8 = = SYM cord-144860-a4i9vnjz 149 9 2 2 CD cord-144860-a4i9vnjz 149 10 , , , cord-144860-a4i9vnjz 149 11 . . . cord-144860-a4i9vnjz 149 12 . . . cord-144860-a4i9vnjz 149 13 . . . cord-144860-a4i9vnjz 150 1 , , , cord-144860-a4i9vnjz 150 2 n n NNP cord-144860-a4i9vnjz 150 3 c c NNP cord-144860-a4i9vnjz 150 4 . . . cord-144860-a4i9vnjz 151 1 The the DT cord-144860-a4i9vnjz 151 2 transform transform NN cord-144860-a4i9vnjz 151 3 is be VBZ cord-144860-a4i9vnjz 151 4 easily easily RB cord-144860-a4i9vnjz 151 5 inverted invert VBN cord-144860-a4i9vnjz 151 6 , , , cord-144860-a4i9vnjz 151 7 which which WDT cord-144860-a4i9vnjz 151 8 is be VBZ cord-144860-a4i9vnjz 151 9 essential essential JJ cord-144860-a4i9vnjz 151 10 for for IN cord-144860-a4i9vnjz 151 11 forecasting forecast VBG cord-144860-a4i9vnjz 151 12 the the DT cord-144860-a4i9vnjz 151 13 number number NN cord-144860-a4i9vnjz 151 14 of of IN cord-144860-a4i9vnjz 151 15 daily daily JJ cord-144860-a4i9vnjz 151 16 cases case NNS cord-144860-a4i9vnjz 151 17 . . . cord-144860-a4i9vnjz 152 1 We -PRON- PRP cord-144860-a4i9vnjz 152 2 use use VBP cord-144860-a4i9vnjz 152 3 the the DT cord-144860-a4i9vnjz 152 4 regspec regspec NN cord-144860-a4i9vnjz 152 5 [ [ -LRB- cord-144860-a4i9vnjz 152 6 3 3 CD cord-144860-a4i9vnjz 152 7 , , , cord-144860-a4i9vnjz 152 8 20 20 CD cord-144860-a4i9vnjz 152 9 ] ] -RRB- cord-144860-a4i9vnjz 152 10 Bayesian bayesian JJ cord-144860-a4i9vnjz 152 11 spectral spectral JJ cord-144860-a4i9vnjz 152 12 estimation estimation NN cord-144860-a4i9vnjz 152 13 method method NN cord-144860-a4i9vnjz 152 14 with with IN cord-144860-a4i9vnjz 152 15 a a DT cord-144860-a4i9vnjz 152 16 neutral neutral JJ cord-144860-a4i9vnjz 152 17 white white JJ cord-144860-a4i9vnjz 152 18 noise noise NN cord-144860-a4i9vnjz 152 19 prior prior RB cord-144860-a4i9vnjz 152 20 with with IN cord-144860-a4i9vnjz 152 21 prior prior JJ cord-144860-a4i9vnjz 152 22 variance variance NN cord-144860-a4i9vnjz 152 23 of of IN cord-144860-a4i9vnjz 152 24 1 1 CD cord-144860-a4i9vnjz 152 25 and and CC cord-144860-a4i9vnjz 152 26 all all DT cord-144860-a4i9vnjz 152 27 default default NN cord-144860-a4i9vnjz 152 28 arguments argument NNS cord-144860-a4i9vnjz 152 29 , , , cord-144860-a4i9vnjz 152 30 except except IN cord-144860-a4i9vnjz 152 31 for for IN cord-144860-a4i9vnjz 152 32 a a DT cord-144860-a4i9vnjz 152 33 smoothing smoothing NN cord-144860-a4i9vnjz 152 34 parameter parameter NN cord-144860-a4i9vnjz 152 35 of of IN cord-144860-a4i9vnjz 152 36 0.7 0.7 CD cord-144860-a4i9vnjz 152 37 , , , cord-144860-a4i9vnjz 152 38 although although IN cord-144860-a4i9vnjz 152 39 the the DT cord-144860-a4i9vnjz 152 40 results result NNS cord-144860-a4i9vnjz 152 41 are be VBP cord-144860-a4i9vnjz 152 42 not not RB cord-144860-a4i9vnjz 152 43 sensitive sensitive JJ cord-144860-a4i9vnjz 152 44 to to IN cord-144860-a4i9vnjz 152 45 the the DT cord-144860-a4i9vnjz 152 46 latter latter JJ cord-144860-a4i9vnjz 152 47 . . . cord-144860-a4i9vnjz 153 1 Regspec Regspec NNP cord-144860-a4i9vnjz 153 2 straightforwardly straightforwardly RB cord-144860-a4i9vnjz 153 3 enables enable VBZ cord-144860-a4i9vnjz 153 4 the the DT cord-144860-a4i9vnjz 153 5 production production NN cord-144860-a4i9vnjz 153 6 of of IN cord-144860-a4i9vnjz 153 7 spectral spectral JJ cord-144860-a4i9vnjz 153 8 estimates estimate NNS cord-144860-a4i9vnjz 153 9 using use VBG cord-144860-a4i9vnjz 153 10 multiple multiple JJ cord-144860-a4i9vnjz 153 11 data datum NNS cord-144860-a4i9vnjz 153 12 sets set NNS cord-144860-a4i9vnjz 153 13 , , , cord-144860-a4i9vnjz 153 14 with with IN cord-144860-a4i9vnjz 153 15 each each DT cord-144860-a4i9vnjz 153 16 having have VBG cord-144860-a4i9vnjz 153 17 different different JJ cord-144860-a4i9vnjz 153 18 lengths length NNS cord-144860-a4i9vnjz 153 19 and and CC cord-144860-a4i9vnjz 153 20 produces produce VBZ cord-144860-a4i9vnjz 153 21 coherent coherent JJ cord-144860-a4i9vnjz 153 22 credible credible JJ cord-144860-a4i9vnjz 153 23 intervals interval NNS cord-144860-a4i9vnjz 153 24 to to TO cord-144860-a4i9vnjz 153 25 properly properly RB cord-144860-a4i9vnjz 153 26 ascertain ascertain VB cord-144860-a4i9vnjz 153 27 the the DT cord-144860-a4i9vnjz 153 28 uncertainty uncertainty NN cord-144860-a4i9vnjz 153 29 inherent inherent JJ cord-144860-a4i9vnjz 153 30 in in IN cord-144860-a4i9vnjz 153 31 the the DT cord-144860-a4i9vnjz 153 32 estimation estimation NN cord-144860-a4i9vnjz 153 33 process process NN cord-144860-a4i9vnjz 153 34 . . . cord-144860-a4i9vnjz 154 1 Regspec Regspec NNP cord-144860-a4i9vnjz 154 2 can can MD cord-144860-a4i9vnjz 154 3 also also RB cord-144860-a4i9vnjz 154 4 fuse fuse VB cord-144860-a4i9vnjz 154 5 spectra spectrum NNS cord-144860-a4i9vnjz 154 6 for for IN cord-144860-a4i9vnjz 154 7 multiple multiple JJ cord-144860-a4i9vnjz 154 8 series series NN cord-144860-a4i9vnjz 154 9 recorded record VBN cord-144860-a4i9vnjz 154 10 at at IN cord-144860-a4i9vnjz 154 11 different different JJ cord-144860-a4i9vnjz 154 12 sampling sampling NN cord-144860-a4i9vnjz 154 13 rates rate NNS cord-144860-a4i9vnjz 154 14 , , , cord-144860-a4i9vnjz 154 15 but but CC cord-144860-a4i9vnjz 154 16 we -PRON- PRP cord-144860-a4i9vnjz 154 17 do do VBP cord-144860-a4i9vnjz 154 18 not not RB cord-144860-a4i9vnjz 154 19 need need VB cord-144860-a4i9vnjz 154 20 to to TO cord-144860-a4i9vnjz 154 21 use use VB cord-144860-a4i9vnjz 154 22 this this DT cord-144860-a4i9vnjz 154 23 aspect aspect NN cord-144860-a4i9vnjz 154 24 of of IN cord-144860-a4i9vnjz 154 25 its -PRON- PRP$ cord-144860-a4i9vnjz 154 26 functionality functionality NN cord-144860-a4i9vnjz 154 27 here here RB cord-144860-a4i9vnjz 154 28 as as IN cord-144860-a4i9vnjz 154 29 all all DT cord-144860-a4i9vnjz 154 30 our -PRON- PRP$ cord-144860-a4i9vnjz 154 31 case case NN cord-144860-a4i9vnjz 154 32 time time NN cord-144860-a4i9vnjz 154 33 series series NNP cord-144860-a4i9vnjz 154 34 are be VBP cord-144860-a4i9vnjz 154 35 reported report VBN cord-144860-a4i9vnjz 154 36 daily daily RB cord-144860-a4i9vnjz 154 37 . . . cord-144860-a4i9vnjz 155 1 However however RB cord-144860-a4i9vnjz 155 2 , , , cord-144860-a4i9vnjz 155 3 if if IN cord-144860-a4i9vnjz 155 4 a a DT cord-144860-a4i9vnjz 155 5 country country NN cord-144860-a4i9vnjz 155 6 decided decide VBD cord-144860-a4i9vnjz 155 7 to to TO cord-144860-a4i9vnjz 155 8 release release VB cord-144860-a4i9vnjz 155 9 case case NN cord-144860-a4i9vnjz 155 10 numbers number NNS cord-144860-a4i9vnjz 155 11 on on IN cord-144860-a4i9vnjz 155 12 some some DT cord-144860-a4i9vnjz 155 13 other other JJ cord-144860-a4i9vnjz 155 14 sampling sampling NN cord-144860-a4i9vnjz 155 15 plan plan NN cord-144860-a4i9vnjz 155 16 ( ( -LRB- cord-144860-a4i9vnjz 155 17 e.g. e.g. RB cord-144860-a4i9vnjz 155 18 every every DT cord-144860-a4i9vnjz 155 19 two two CD cord-144860-a4i9vnjz 155 20 days day NNS cord-144860-a4i9vnjz 155 21 , , , cord-144860-a4i9vnjz 155 22 or or CC cord-144860-a4i9vnjz 155 23 weekly weekly NN cord-144860-a4i9vnjz 155 24 ) ) -RRB- cord-144860-a4i9vnjz 155 25 then then RB cord-144860-a4i9vnjz 155 26 Regspec Regspec NNP cord-144860-a4i9vnjz 155 27 would would MD cord-144860-a4i9vnjz 155 28 be be VB cord-144860-a4i9vnjz 155 29 able able JJ cord-144860-a4i9vnjz 155 30 to to TO cord-144860-a4i9vnjz 155 31 fuse fuse VB cord-144860-a4i9vnjz 155 32 the the DT cord-144860-a4i9vnjz 155 33 spectral spectral JJ cord-144860-a4i9vnjz 155 34 estimates estimate NNS cord-144860-a4i9vnjz 155 35 as as IN cord-144860-a4i9vnjz 155 36 described describe VBN cord-144860-a4i9vnjz 155 37 here here RB cord-144860-a4i9vnjz 155 38 . . . cord-144860-a4i9vnjz 156 1 Such such JJ cord-144860-a4i9vnjz 156 2 a a DT cord-144860-a4i9vnjz 156 3 feature feature NN cord-144860-a4i9vnjz 156 4 might may MD cord-144860-a4i9vnjz 156 5 be be VB cord-144860-a4i9vnjz 156 6 of of IN cord-144860-a4i9vnjz 156 7 use use NN cord-144860-a4i9vnjz 156 8 when when WRB cord-144860-a4i9vnjz 156 9 dealing deal VBG cord-144860-a4i9vnjz 156 10 with with IN cord-144860-a4i9vnjz 156 11 reporting report VBG cord-144860-a4i9vnjz 156 12 structures structure NNS cord-144860-a4i9vnjz 156 13 that that WDT cord-144860-a4i9vnjz 156 14 are be VBP cord-144860-a4i9vnjz 156 15 not not RB cord-144860-a4i9vnjz 156 16 equipped equip VBN cord-144860-a4i9vnjz 156 17 to to TO cord-144860-a4i9vnjz 156 18 provide provide VB cord-144860-a4i9vnjz 156 19 daily daily JJ cord-144860-a4i9vnjz 156 20 reporting reporting NN cord-144860-a4i9vnjz 156 21 of of IN cord-144860-a4i9vnjz 156 22 cases case NNS cord-144860-a4i9vnjz 156 23 or or CC cord-144860-a4i9vnjz 156 24 where where WRB cord-144860-a4i9vnjz 156 25 weekly weekly JJ cord-144860-a4i9vnjz 156 26 cases case NNS cord-144860-a4i9vnjz 156 27 are be VBP cord-144860-a4i9vnjz 156 28 thought think VBN cord-144860-a4i9vnjz 156 29 to to TO cord-144860-a4i9vnjz 156 30 be be VB cord-144860-a4i9vnjz 156 31 more more RBR cord-144860-a4i9vnjz 156 32 accurate accurate JJ cord-144860-a4i9vnjz 156 33 . . . cord-144860-a4i9vnjz 157 1 For for IN cord-144860-a4i9vnjz 157 2 example example NN cord-144860-a4i9vnjz 157 3 , , , cord-144860-a4i9vnjz 157 4 this this DT cord-144860-a4i9vnjz 157 5 might may MD cord-144860-a4i9vnjz 157 6 apply apply VB cord-144860-a4i9vnjz 157 7 to to IN cord-144860-a4i9vnjz 157 8 regions region NNS cord-144860-a4i9vnjz 157 9 with with IN cord-144860-a4i9vnjz 157 10 fragile fragile JJ cord-144860-a4i9vnjz 157 11 health health NN cord-144860-a4i9vnjz 157 12 or or CC cord-144860-a4i9vnjz 157 13 reporting report VBG cord-144860-a4i9vnjz 157 14 systems system NNS cord-144860-a4i9vnjz 157 15 or or CC cord-144860-a4i9vnjz 157 16 populations population NNS cord-144860-a4i9vnjz 157 17 that that WDT cord-144860-a4i9vnjz 157 18 are be VBP cord-144860-a4i9vnjz 157 19 spread spread VBN cord-144860-a4i9vnjz 157 20 across across RP cord-144860-a4i9vnjz 157 21 widely widely RB cord-144860-a4i9vnjz 157 22 dispersed disperse VBN cord-144860-a4i9vnjz 157 23 geographical geographical JJ cord-144860-a4i9vnjz 157 24 regions region NNS cord-144860-a4i9vnjz 157 25 with with IN cord-144860-a4i9vnjz 157 26 poor poor JJ cord-144860-a4i9vnjz 157 27 communications communication NNS cord-144860-a4i9vnjz 157 28 . . . cord-144860-a4i9vnjz 158 1 Although although IN cord-144860-a4i9vnjz 158 2 the the DT cord-144860-a4i9vnjz 158 3 number number NN cord-144860-a4i9vnjz 158 4 of of IN cord-144860-a4i9vnjz 158 5 cases case NNS cord-144860-a4i9vnjz 158 6 transformed transform VBN cord-144860-a4i9vnjz 158 7 time time NN cord-144860-a4i9vnjz 158 8 series series NNP cord-144860-a4i9vnjz 158 9 show show VBP cord-144860-a4i9vnjz 158 10 similar similar JJ cord-144860-a4i9vnjz 158 11 spectral spectral JJ cord-144860-a4i9vnjz 158 12 behaviour behaviour NN cord-144860-a4i9vnjz 158 13 , , , cord-144860-a4i9vnjz 158 14 it -PRON- PRP cord-144860-a4i9vnjz 158 15 is be VBZ cord-144860-a4i9vnjz 158 16 possible possible JJ cord-144860-a4i9vnjz 158 17 to to TO cord-144860-a4i9vnjz 158 18 observe observe VB cord-144860-a4i9vnjz 158 19 closer close JJR cord-144860-a4i9vnjz 158 20 similarities similarity NNS cord-144860-a4i9vnjz 158 21 within within IN cord-144860-a4i9vnjz 158 22 certain certain JJ cord-144860-a4i9vnjz 158 23 subgroups subgroup NNS cord-144860-a4i9vnjz 158 24 of of IN cord-144860-a4i9vnjz 158 25 countries country NNS cord-144860-a4i9vnjz 158 26 . . . cord-144860-a4i9vnjz 159 1 We -PRON- PRP cord-144860-a4i9vnjz 159 2 used use VBD cord-144860-a4i9vnjz 159 3 unsupervised unsupervised JJ cord-144860-a4i9vnjz 159 4 clustering clustering NN cord-144860-a4i9vnjz 159 5 and and CC cord-144860-a4i9vnjz 159 6 scaling scaling NN cord-144860-a4i9vnjz 159 7 techniques technique NNS cord-144860-a4i9vnjz 159 8 [ [ -LRB- cord-144860-a4i9vnjz 159 9 21 21 CD cord-144860-a4i9vnjz 159 10 , , , cord-144860-a4i9vnjz 159 11 22 22 CD cord-144860-a4i9vnjz 159 12 ] ] -RRB- cord-144860-a4i9vnjz 159 13 to to TO cord-144860-a4i9vnjz 159 14 depict depict VB cord-144860-a4i9vnjz 159 15 the the DT cord-144860-a4i9vnjz 159 16 relationship relationship NN cord-144860-a4i9vnjz 159 17 between between IN cord-144860-a4i9vnjz 159 18 different different JJ cord-144860-a4i9vnjz 159 19 countries country NNS cord-144860-a4i9vnjz 159 20 and and CC cord-144860-a4i9vnjz 159 21 suggest suggest VBP cord-144860-a4i9vnjz 159 22 a a DT cord-144860-a4i9vnjz 159 23 clustering clustering NN cord-144860-a4i9vnjz 159 24 for for IN cord-144860-a4i9vnjz 159 25 them -PRON- PRP cord-144860-a4i9vnjz 159 26 . . . cord-144860-a4i9vnjz 160 1 First first RB cord-144860-a4i9vnjz 160 2 , , , cord-144860-a4i9vnjz 160 3 for for IN cord-144860-a4i9vnjz 160 4 each each DT cord-144860-a4i9vnjz 160 5 country country NN cord-144860-a4i9vnjz 160 6 we -PRON- PRP cord-144860-a4i9vnjz 160 7 produced produce VBD cord-144860-a4i9vnjz 160 8 a a DT cord-144860-a4i9vnjz 160 9 spectral spectral JJ cord-144860-a4i9vnjz 160 10 estimate estimate NN cord-144860-a4i9vnjz 160 11 using use VBG cord-144860-a4i9vnjz 160 12 regspec regspec NNP cord-144860-a4i9vnjz 160 13 as as IN cord-144860-a4i9vnjz 160 14 mentioned mention VBN cord-144860-a4i9vnjz 160 15 above above RB cord-144860-a4i9vnjz 160 16 , , , cord-144860-a4i9vnjz 160 17 and and CC cord-144860-a4i9vnjz 160 18 then then RB cord-144860-a4i9vnjz 160 19 formed form VBD cord-144860-a4i9vnjz 160 20 a a DT cord-144860-a4i9vnjz 160 21 dissimilarity dissimilarity NN cord-144860-a4i9vnjz 160 22 for for IN cord-144860-a4i9vnjz 160 23 each each DT cord-144860-a4i9vnjz 160 24 pair pair NN cord-144860-a4i9vnjz 160 25 of of IN cord-144860-a4i9vnjz 160 26 countries country NNS cord-144860-a4i9vnjz 160 27 by by IN cord-144860-a4i9vnjz 160 28 computing compute VBG cord-144860-a4i9vnjz 160 29 the the DT cord-144860-a4i9vnjz 160 30 Euclidean euclidean JJ cord-144860-a4i9vnjz 160 31 distance distance NN cord-144860-a4i9vnjz 160 32 between between IN cord-144860-a4i9vnjz 160 33 their -PRON- PRP$ cord-144860-a4i9vnjz 160 34 spectral spectral JJ cord-144860-a4i9vnjz 160 35 values value NNS cord-144860-a4i9vnjz 160 36 ( ( -LRB- cord-144860-a4i9vnjz 160 37 using use VBG cord-144860-a4i9vnjz 160 38 the the DT cord-144860-a4i9vnjz 160 39 dist dist NN cord-144860-a4i9vnjz 160 40 function function NN cord-144860-a4i9vnjz 160 41 in in IN cord-144860-a4i9vnjz 160 42 R R NNP cord-144860-a4i9vnjz 160 43 [ [ -LRB- cord-144860-a4i9vnjz 160 44 16 16 CD cord-144860-a4i9vnjz 160 45 ] ] -RRB- cord-144860-a4i9vnjz 160 46 ) ) -RRB- cord-144860-a4i9vnjz 160 47 . . . cord-144860-a4i9vnjz 161 1 Classical classical JJ cord-144860-a4i9vnjz 161 2 multidimensional multidimensional JJ cord-144860-a4i9vnjz 161 3 scaling scaling NN cord-144860-a4i9vnjz 161 4 was be VBD cord-144860-a4i9vnjz 161 5 then then RB cord-144860-a4i9vnjz 161 6 used use VBN cord-144860-a4i9vnjz 161 7 to to TO cord-144860-a4i9vnjz 161 8 produce produce VB cord-144860-a4i9vnjz 161 9 an an DT cord-144860-a4i9vnjz 161 10 estimated estimate VBN cord-144860-a4i9vnjz 161 11 configuration configuration NN cord-144860-a4i9vnjz 161 12 using use VBG cord-144860-a4i9vnjz 161 13 the the DT cord-144860-a4i9vnjz 161 14 cmdscale cmdscale JJ cord-144860-a4i9vnjz 161 15 function function NN cord-144860-a4i9vnjz 161 16 in in IN cord-144860-a4i9vnjz 161 17 R R NNP cord-144860-a4i9vnjz 161 18 [ [ -LRB- cord-144860-a4i9vnjz 161 19 16 16 CD cord-144860-a4i9vnjz 161 20 ] ] -RRB- cord-144860-a4i9vnjz 161 21 . . . cord-144860-a4i9vnjz 162 1 For for IN cord-144860-a4i9vnjz 162 2 clustering cluster VBG cord-144860-a4i9vnjz 162 3 we -PRON- PRP cord-144860-a4i9vnjz 162 4 use use VBP cord-144860-a4i9vnjz 162 5 hierarchical hierarchical JJ cord-144860-a4i9vnjz 162 6 cluster cluster NN cord-144860-a4i9vnjz 162 7 analysis analysis NN cord-144860-a4i9vnjz 162 8 on on IN cord-144860-a4i9vnjz 162 9 the the DT cord-144860-a4i9vnjz 162 10 dissimilarity dissimilarity NN cord-144860-a4i9vnjz 162 11 matrix matrix NN cord-144860-a4i9vnjz 162 12 we -PRON- PRP cord-144860-a4i9vnjz 162 13 computed compute VBD cord-144860-a4i9vnjz 162 14 . . . cord-144860-a4i9vnjz 163 1 It -PRON- PRP cord-144860-a4i9vnjz 163 2 is be VBZ cord-144860-a4i9vnjz 163 3 well well RB cord-144860-a4i9vnjz 163 4 - - HYPH cord-144860-a4i9vnjz 163 5 known know VBN cord-144860-a4i9vnjz 163 6 that that IN cord-144860-a4i9vnjz 163 7 dendrograms dendrogram NNS cord-144860-a4i9vnjz 163 8 are be VBP cord-144860-a4i9vnjz 163 9 sensitive sensitive JJ cord-144860-a4i9vnjz 163 10 to to IN cord-144860-a4i9vnjz 163 11 the the DT cord-144860-a4i9vnjz 163 12 input input NN cord-144860-a4i9vnjz 163 13 dissimilarity dissimilarity NN cord-144860-a4i9vnjz 163 14 matrix matrix NN cord-144860-a4i9vnjz 163 15 , , , cord-144860-a4i9vnjz 163 16 so so RB cord-144860-a4i9vnjz 163 17 we -PRON- PRP cord-144860-a4i9vnjz 163 18 used use VBD cord-144860-a4i9vnjz 163 19 the the DT cord-144860-a4i9vnjz 163 20 clusterwise clusterwise NN cord-144860-a4i9vnjz 163 21 cluster cluster NN cord-144860-a4i9vnjz 163 22 stability stability NN cord-144860-a4i9vnjz 163 23 assessment assessment NN cord-144860-a4i9vnjz 163 24 by by IN cord-144860-a4i9vnjz 163 25 resampling resample VBG cord-144860-a4i9vnjz 163 26 method method NN cord-144860-a4i9vnjz 163 27 to to TO cord-144860-a4i9vnjz 163 28 produce produce VB cord-144860-a4i9vnjz 163 29 a a DT cord-144860-a4i9vnjz 163 30 stable stable JJ cord-144860-a4i9vnjz 163 31 clustering clustering NN cord-144860-a4i9vnjz 163 32 [ [ -LRB- cord-144860-a4i9vnjz 163 33 15 15 CD cord-144860-a4i9vnjz 163 34 ] ] -RRB- cord-144860-a4i9vnjz 163 35 . . . cord-144860-a4i9vnjz 164 1 Given give VBN cord-144860-a4i9vnjz 164 2 the the DT cord-144860-a4i9vnjz 164 3 form form NN cord-144860-a4i9vnjz 164 4 of of IN cord-144860-a4i9vnjz 164 5 the the DT cord-144860-a4i9vnjz 164 6 transformed transform VBN cord-144860-a4i9vnjz 164 7 new new JJ cord-144860-a4i9vnjz 164 8 daily daily JJ cord-144860-a4i9vnjz 164 9 cases case NNS cord-144860-a4i9vnjz 164 10 we -PRON- PRP cord-144860-a4i9vnjz 164 11 propose propose VBP cord-144860-a4i9vnjz 164 12 a a DT cord-144860-a4i9vnjz 164 13 model model NN cord-144860-a4i9vnjz 164 14 , , . cord-144860-a4i9vnjz 165 1 m m NNP cord-144860-a4i9vnjz 165 2 t t NNP cord-144860-a4i9vnjz 165 3 , , , cord-144860-a4i9vnjz 165 4 that that DT cord-144860-a4i9vnjz 165 5 is be VBZ cord-144860-a4i9vnjz 165 6 the the DT cord-144860-a4i9vnjz 165 7 sum sum NN cord-144860-a4i9vnjz 165 8 of of IN cord-144860-a4i9vnjz 165 9 two two CD cord-144860-a4i9vnjz 165 10 time time NN cord-144860-a4i9vnjz 165 11 - - HYPH cord-144860-a4i9vnjz 165 12 modulated modulate VBN cord-144860-a4i9vnjz 165 13 cosine cosine NN cord-144860-a4i9vnjz 165 14 waves wave NNS cord-144860-a4i9vnjz 165 15 , , , cord-144860-a4i9vnjz 165 16 m m NNP cord-144860-a4i9vnjz 165 17 t t NN cord-144860-a4i9vnjz 165 18 = = SYM cord-144860-a4i9vnjz 165 19 m m NNP cord-144860-a4i9vnjz 165 20 where where WRB cord-144860-a4i9vnjz 165 21 i i PRP cord-144860-a4i9vnjz 165 22 = = SYM cord-144860-a4i9vnjz 165 23 1 1 CD cord-144860-a4i9vnjz 165 24 , , , cord-144860-a4i9vnjz 165 25 2 2 CD cord-144860-a4i9vnjz 165 26 indexes index NNS cord-144860-a4i9vnjz 165 27 the the DT cord-144860-a4i9vnjz 165 28 two two CD cord-144860-a4i9vnjz 165 29 waves wave NNS cord-144860-a4i9vnjz 165 30 and and CC cord-144860-a4i9vnjz 165 31 t t NN cord-144860-a4i9vnjz 165 32 = = SYM cord-144860-a4i9vnjz 165 33 1 1 CD cord-144860-a4i9vnjz 165 34 , , , cord-144860-a4i9vnjz 165 35 . . . cord-144860-a4i9vnjz 165 36 . . . cord-144860-a4i9vnjz 165 37 . . . cord-144860-a4i9vnjz 166 1 , , , cord-144860-a4i9vnjz 166 2 n n NNP cord-144860-a4i9vnjz 166 3 c c NNP cord-144860-a4i9vnjz 166 4 . . . cord-144860-a4i9vnjz 167 1 Initial initial JJ cord-144860-a4i9vnjz 167 2 values value NNS cord-144860-a4i9vnjz 167 3 for for IN cord-144860-a4i9vnjz 167 4 forecast forecast NN cord-144860-a4i9vnjz 167 5 model model NN cord-144860-a4i9vnjz 167 6 fitting fitting NN cord-144860-a4i9vnjz 167 7 we -PRON- PRP cord-144860-a4i9vnjz 167 8 used use VBD cord-144860-a4i9vnjz 167 9 α α NN cord-144860-a4i9vnjz 167 10 i i NN cord-144860-a4i9vnjz 167 11 = = VBZ cord-144860-a4i9vnjz 167 12 0.8 0.8 CD cord-144860-a4i9vnjz 167 13 , , , cord-144860-a4i9vnjz 167 14 φ φ NN cord-144860-a4i9vnjz 167 15 i i NN cord-144860-a4i9vnjz 167 16 = = SYM cord-144860-a4i9vnjz 167 17 0 0 CD cord-144860-a4i9vnjz 167 18 , , , cord-144860-a4i9vnjz 167 19 µ µ NN cord-144860-a4i9vnjz 167 20 i i NN cord-144860-a4i9vnjz 167 21 = = VBZ cord-144860-a4i9vnjz 167 22 0.1 0.1 CD cord-144860-a4i9vnjz 167 23 , , , cord-144860-a4i9vnjz 168 1 p p NN cord-144860-a4i9vnjz 168 2 i i NN cord-144860-a4i9vnjz 168 3 = = SYM cord-144860-a4i9vnjz 168 4 0.5 0.5 CD cord-144860-a4i9vnjz 168 5 , , , cord-144860-a4i9vnjz 168 6 for for IN cord-144860-a4i9vnjz 168 7 i i PRP cord-144860-a4i9vnjz 168 8 = = SYM cord-144860-a4i9vnjz 168 9 1 1 CD cord-144860-a4i9vnjz 168 10 , , , cord-144860-a4i9vnjz 168 11 2 2 CD cord-144860-a4i9vnjz 168 12 . . . cord-144860-a4i9vnjz 169 1 For for IN cord-144860-a4i9vnjz 169 2 model model NN cord-144860-a4i9vnjz 169 3 evaluation evaluation NN cord-144860-a4i9vnjz 169 4 we -PRON- PRP cord-144860-a4i9vnjz 169 5 put put VBP cord-144860-a4i9vnjz 169 6 more more JJR cord-144860-a4i9vnjz 169 7 weight weight NN cord-144860-a4i9vnjz 169 8 on on IN cord-144860-a4i9vnjz 169 9 getting get VBG cord-144860-a4i9vnjz 169 10 later later JJ cord-144860-a4i9vnjz 169 11 observations observation NNS cord-144860-a4i9vnjz 169 12 correct correct VBP cord-144860-a4i9vnjz 169 13 and and CC cord-144860-a4i9vnjz 169 14 use use VBP cord-144860-a4i9vnjz 169 15 a a DT cord-144860-a4i9vnjz 169 16 residual residual JJ cord-144860-a4i9vnjz 169 17 weight weight NN cord-144860-a4i9vnjz 169 18 vector vector NN cord-144860-a4i9vnjz 170 1 w w NNP cord-144860-a4i9vnjz 170 2 t t NNP cord-144860-a4i9vnjz 170 3 = = SYM cord-144860-a4i9vnjz 170 4 ( ( -LRB- cord-144860-a4i9vnjz 170 5 t t NNP cord-144860-a4i9vnjz 170 6 / / SYM cord-144860-a4i9vnjz 170 7 n n NN cord-144860-a4i9vnjz 170 8 ) ) -RRB- cord-144860-a4i9vnjz 170 9 2 2 CD cord-144860-a4i9vnjz 171 1 where where WRB cord-144860-a4i9vnjz 171 2 t t NNP cord-144860-a4i9vnjz 171 3 = = SYM cord-144860-a4i9vnjz 171 4 1 1 CD cord-144860-a4i9vnjz 171 5 , , , cord-144860-a4i9vnjz 171 6 . . . cord-144860-a4i9vnjz 171 7 . . . cord-144860-a4i9vnjz 171 8 . . . cord-144860-a4i9vnjz 172 1 , , , cord-144860-a4i9vnjz 172 2 n n NNP cord-144860-a4i9vnjz 172 3 and and CC cord-144860-a4i9vnjz 172 4 n n NNP cord-144860-a4i9vnjz 172 5 is be VBZ cord-144860-a4i9vnjz 172 6 the the DT cord-144860-a4i9vnjz 172 7 number number NN cord-144860-a4i9vnjz 172 8 of of IN cord-144860-a4i9vnjz 172 9 cases case NNS cord-144860-a4i9vnjz 172 10 . . . cord-144860-a4i9vnjz 173 1 For for IN cord-144860-a4i9vnjz 173 2 short short JJ cord-144860-a4i9vnjz 173 3 term term NN cord-144860-a4i9vnjz 173 4 forecasting forecasting NN cord-144860-a4i9vnjz 173 5 , , , cord-144860-a4i9vnjz 173 6 we -PRON- PRP cord-144860-a4i9vnjz 173 7 fit fit VBP cord-144860-a4i9vnjz 173 8 m(t m(t CD cord-144860-a4i9vnjz 173 9 ) ) -RRB- cord-144860-a4i9vnjz 173 10 to to IN cord-144860-a4i9vnjz 173 11 the the DT cord-144860-a4i9vnjz 173 12 transformed transform VBN cord-144860-a4i9vnjz 173 13 daily daily JJ cord-144860-a4i9vnjz 173 14 cases case NNS cord-144860-a4i9vnjz 173 15 by by IN cord-144860-a4i9vnjz 173 16 weighted weighted JJ cord-144860-a4i9vnjz 173 17 least least JJS cord-144860-a4i9vnjz 173 18 - - HYPH cord-144860-a4i9vnjz 173 19 squares square NNS cord-144860-a4i9vnjz 173 20 using use VBG cord-144860-a4i9vnjz 173 21 standard standard JJ cord-144860-a4i9vnjz 173 22 R R NNP cord-144860-a4i9vnjz 173 23 [ [ -LRB- cord-144860-a4i9vnjz 173 24 16 16 CD cord-144860-a4i9vnjz 173 25 ] ] -RRB- cord-144860-a4i9vnjz 173 26 optimisation optimisation NN cord-144860-a4i9vnjz 173 27 functions function NNS cord-144860-a4i9vnjz 173 28 and and CC cord-144860-a4i9vnjz 173 29 then then RB cord-144860-a4i9vnjz 173 30 extrapolate extrapolate VB cord-144860-a4i9vnjz 173 31 m(t m(t NNP cord-144860-a4i9vnjz 173 32 ) ) -RRB- cord-144860-a4i9vnjz 173 33 , , , cord-144860-a4i9vnjz 173 34 using use VBG cord-144860-a4i9vnjz 173 35 recent recent JJ cord-144860-a4i9vnjz 173 36 weighted weighted JJ cord-144860-a4i9vnjz 173 37 residuals residual NNS cord-144860-a4i9vnjz 173 38 to to TO cord-144860-a4i9vnjz 173 39 estimate estimate VB cord-144860-a4i9vnjz 173 40 the the DT cord-144860-a4i9vnjz 173 41 forecasting forecasting NN cord-144860-a4i9vnjz 173 42 error error NN cord-144860-a4i9vnjz 173 43 . . . cord-144860-a4i9vnjz 174 1 The the DT cord-144860-a4i9vnjz 174 2 number number NN cord-144860-a4i9vnjz 174 3 of of IN cord-144860-a4i9vnjz 174 4 daily daily JJ cord-144860-a4i9vnjz 174 5 COVID-19 covid-19 JJ cord-144860-a4i9vnjz 174 6 cases case NNS cord-144860-a4i9vnjz 174 7 for for IN cord-144860-a4i9vnjz 174 8 countries country NNS cord-144860-a4i9vnjz 174 9 can can MD cord-144860-a4i9vnjz 174 10 be be VB cord-144860-a4i9vnjz 174 11 found find VBN cord-144860-a4i9vnjz 174 12 at at IN cord-144860-a4i9vnjz 174 13 the the DT cord-144860-a4i9vnjz 174 14 website website NN cord-144860-a4i9vnjz 174 15 of of IN cord-144860-a4i9vnjz 174 16 the the DT cord-144860-a4i9vnjz 174 17 European European NNP cord-144860-a4i9vnjz 174 18 Centre Centre NNP cord-144860-a4i9vnjz 174 19 for for IN cord-144860-a4i9vnjz 174 20 Disease Disease NNP cord-144860-a4i9vnjz 174 21 Prevention Prevention NNP cord-144860-a4i9vnjz 174 22 and and CC cord-144860-a4i9vnjz 174 23 Control Control NNP cord-144860-a4i9vnjz 174 24 [ [ -LRB- cord-144860-a4i9vnjz 174 25 2 2 CD cord-144860-a4i9vnjz 174 26 ] ] -RRB- cord-144860-a4i9vnjz 174 27 . . . cord-144860-a4i9vnjz 174 28 _SP cord-144860-a4i9vnjz 175 1 Spectral spectral JJ cord-144860-a4i9vnjz 175 2 analysis analysis NN cord-144860-a4i9vnjz 175 3 and and CC cord-144860-a4i9vnjz 175 4 time time NN cord-144860-a4i9vnjz 175 5 series series NNP cord-144860-a4i9vnjz 176 1 European European NNP cord-144860-a4i9vnjz 176 2 Centre Centre NNP cord-144860-a4i9vnjz 176 3 for for IN cord-144860-a4i9vnjz 176 4 Disease Disease NNP cord-144860-a4i9vnjz 176 5 Prevention Prevention NNP cord-144860-a4i9vnjz 176 6 and and CC cord-144860-a4i9vnjz 176 7 Control Control NNP cord-144860-a4i9vnjz 176 8 , , , cord-144860-a4i9vnjz 177 1 COVID-19 covid-19 JJ cord-144860-a4i9vnjz 177 2 cases case NNS cord-144860-a4i9vnjz 177 3 worldwide worldwide RB cord-144860-a4i9vnjz 177 4 Should Should MD cord-144860-a4i9vnjz 177 5 we -PRON- PRP cord-144860-a4i9vnjz 177 6 sample sample VB cord-144860-a4i9vnjz 177 7 a a DT cord-144860-a4i9vnjz 177 8 time time NN cord-144860-a4i9vnjz 177 9 series series NN cord-144860-a4i9vnjz 177 10 more more RBR cord-144860-a4i9vnjz 177 11 frequently frequently RB cord-144860-a4i9vnjz 177 12 ? ? . cord-144860-a4i9vnjz 178 1 decision decision NN cord-144860-a4i9vnjz 178 2 support support NN cord-144860-a4i9vnjz 178 3 via via IN cord-144860-a4i9vnjz 178 4 multirate multirate NNP cord-144860-a4i9vnjz 178 5 spectrum spectrum NN cord-144860-a4i9vnjz 178 6 estimation estimation NN cord-144860-a4i9vnjz 178 7 ( ( -LRB- cord-144860-a4i9vnjz 178 8 with with IN cord-144860-a4i9vnjz 178 9 discussion discussion NN cord-144860-a4i9vnjz 178 10 ) ) -RRB- cord-144860-a4i9vnjz 179 1 We -PRON- PRP cord-144860-a4i9vnjz 179 2 do do VBP cord-144860-a4i9vnjz 179 3 n't not RB cord-144860-a4i9vnjz 179 4 know know VB cord-144860-a4i9vnjz 179 5 if if IN cord-144860-a4i9vnjz 179 6 coronavirus coronavirus NN cord-144860-a4i9vnjz 179 7 deaths death NNS cord-144860-a4i9vnjz 179 8 will will MD cord-144860-a4i9vnjz 179 9 peak peak VB cord-144860-a4i9vnjz 179 10 this this DT cord-144860-a4i9vnjz 179 11 week week NN cord-144860-a4i9vnjz 180 1 Spectra spectra JJ cord-144860-a4i9vnjz 180 2 analysis analysis NN cord-144860-a4i9vnjz 180 3 for for IN cord-144860-a4i9vnjz 180 4 physical physical JJ cord-144860-a4i9vnjz 180 5 applications application NNS cord-144860-a4i9vnjz 180 6 Travelling travel VBG cord-144860-a4i9vnjz 180 7 waves wave NNS cord-144860-a4i9vnjz 180 8 and and CC cord-144860-a4i9vnjz 180 9 spatial spatial JJ cord-144860-a4i9vnjz 180 10 hierarchies hierarchy NNS cord-144860-a4i9vnjz 180 11 in in IN cord-144860-a4i9vnjz 180 12 measles measles NN cord-144860-a4i9vnjz 180 13 epidemics epidemic NNS cord-144860-a4i9vnjz 180 14 Seasonality Seasonality NNP cord-144860-a4i9vnjz 180 15 and and CC cord-144860-a4i9vnjz 180 16 the the DT cord-144860-a4i9vnjz 180 17 persistence persistence NN cord-144860-a4i9vnjz 180 18 and and CC cord-144860-a4i9vnjz 180 19 invasion invasion NN cord-144860-a4i9vnjz 180 20 of of IN cord-144860-a4i9vnjz 180 21 measles measle NNS cord-144860-a4i9vnjz 181 1 The the DT cord-144860-a4i9vnjz 181 2 dynamics dynamic NNS cord-144860-a4i9vnjz 181 3 of of IN cord-144860-a4i9vnjz 181 4 measles measle NNS cord-144860-a4i9vnjz 181 5 in in IN cord-144860-a4i9vnjz 181 6 sub sub JJ cord-144860-a4i9vnjz 181 7 - - JJ cord-144860-a4i9vnjz 181 8 Saharan Saharan NNP cord-144860-a4i9vnjz 181 9 Africa Africa NNP cord-144860-a4i9vnjz 181 10 Application Application NNP cord-144860-a4i9vnjz 181 11 of of IN cord-144860-a4i9vnjz 181 12 the the DT cord-144860-a4i9vnjz 181 13 ARIMA ARIMA NNP cord-144860-a4i9vnjz 181 14 model model NN cord-144860-a4i9vnjz 181 15 on on IN cord-144860-a4i9vnjz 181 16 the the DT cord-144860-a4i9vnjz 181 17 COVID-19 covid-19 JJ cord-144860-a4i9vnjz 181 18 epidemic epidemic NN cord-144860-a4i9vnjz 181 19 dataset dataset NN cord-144860-a4i9vnjz 182 1 The the DT cord-144860-a4i9vnjz 182 2 Analysis Analysis NNP cord-144860-a4i9vnjz 182 3 of of IN cord-144860-a4i9vnjz 182 4 Time Time NNP cord-144860-a4i9vnjz 182 5 Series Series NNP cord-144860-a4i9vnjz 182 6 : : : cord-144860-a4i9vnjz 182 7 An an DT cord-144860-a4i9vnjz 182 8 Introduction introduction NN cord-144860-a4i9vnjz 182 9 Forecasting forecasting NN cord-144860-a4i9vnjz 182 10 : : : cord-144860-a4i9vnjz 182 11 Principles principle NNS cord-144860-a4i9vnjz 182 12 and and CC cord-144860-a4i9vnjz 182 13 Practice practice VB cord-144860-a4i9vnjz 182 14 White white JJ cord-144860-a4i9vnjz 182 15 noise noise NN cord-144860-a4i9vnjz 182 16 testing testing NN cord-144860-a4i9vnjz 182 17 using use VBG cord-144860-a4i9vnjz 182 18 wavelets wavelet NNS cord-144860-a4i9vnjz 182 19 A a DT cord-144860-a4i9vnjz 182 20 novel novel JJ cord-144860-a4i9vnjz 182 21 sub sub NN cord-144860-a4i9vnjz 182 22 - - JJ cord-144860-a4i9vnjz 182 23 epidemic epidemic JJ cord-144860-a4i9vnjz 182 24 modeling modeling NN cord-144860-a4i9vnjz 182 25 framework framework NN cord-144860-a4i9vnjz 182 26 for for IN cord-144860-a4i9vnjz 182 27 short short JJ cord-144860-a4i9vnjz 182 28 - - HYPH cord-144860-a4i9vnjz 182 29 term term NN cord-144860-a4i9vnjz 182 30 forecasting forecasting NN cord-144860-a4i9vnjz 182 31 epidemic epidemic NN cord-144860-a4i9vnjz 182 32 waves wave VBZ cord-144860-a4i9vnjz 182 33 Short short JJ cord-144860-a4i9vnjz 182 34 - - HYPH cord-144860-a4i9vnjz 182 35 term term NN cord-144860-a4i9vnjz 182 36 forecasts forecast NNS cord-144860-a4i9vnjz 182 37 of of IN cord-144860-a4i9vnjz 182 38 the the DT cord-144860-a4i9vnjz 182 39 COVID-19 covid-19 JJ cord-144860-a4i9vnjz 182 40 epidemic epidemic NN cord-144860-a4i9vnjz 182 41 in in IN cord-144860-a4i9vnjz 182 42 Guangdong Guangdong NNP cord-144860-a4i9vnjz 182 43 and and CC cord-144860-a4i9vnjz 182 44 Zhejiang Zhejiang NNP cord-144860-a4i9vnjz 182 45 Flexible Flexible NNP cord-144860-a4i9vnjz 182 46 Procedures Procedures NNPS cord-144860-a4i9vnjz 182 47 for for IN cord-144860-a4i9vnjz 182 48 Clustering Clustering NNP cord-144860-a4i9vnjz 182 49 , , , cord-144860-a4i9vnjz 182 50 R r NN cord-144860-a4i9vnjz 182 51 package package NN cord-144860-a4i9vnjz 182 52 version version NN cord-144860-a4i9vnjz 182 53 2.2 2.2 CD cord-144860-a4i9vnjz 182 54 - - SYM cord-144860-a4i9vnjz 182 55 5 5 CD cord-144860-a4i9vnjz 182 56 R r NN cord-144860-a4i9vnjz 182 57 : : : cord-144860-a4i9vnjz 182 58 a a DT cord-144860-a4i9vnjz 182 59 language language NN cord-144860-a4i9vnjz 182 60 and and CC cord-144860-a4i9vnjz 182 61 environment environment NN cord-144860-a4i9vnjz 182 62 for for IN cord-144860-a4i9vnjz 182 63 statistical statistical JJ cord-144860-a4i9vnjz 182 64 computing computing NN cord-144860-a4i9vnjz 182 65 ( ( -LRB- cord-144860-a4i9vnjz 182 66 R R NNP cord-144860-a4i9vnjz 182 67 Foundation Foundation NNP cord-144860-a4i9vnjz 182 68 for for IN cord-144860-a4i9vnjz 182 69 Statistical Statistical NNP cord-144860-a4i9vnjz 182 70 Computing Computing NNP cord-144860-a4i9vnjz 182 71 A a DT cord-144860-a4i9vnjz 182 72 simplex simplex NN cord-144860-a4i9vnjz 182 73 algorithm algorithm NN cord-144860-a4i9vnjz 182 74 for for IN cord-144860-a4i9vnjz 182 75 function function NN cord-144860-a4i9vnjz 182 76 minimization minimization NN cord-144860-a4i9vnjz 182 77 Locally locally IN cord-144860-a4i9vnjz 182 78 stationary stationary JJ cord-144860-a4i9vnjz 182 79 processes process NNS cord-144860-a4i9vnjz 183 1 A a DT cord-144860-a4i9vnjz 183 2 test test NN cord-144860-a4i9vnjz 183 3 for for IN cord-144860-a4i9vnjz 183 4 second second JJ cord-144860-a4i9vnjz 183 5 - - HYPH cord-144860-a4i9vnjz 183 6 order order NN cord-144860-a4i9vnjz 183 7 stationarity stationarity NN cord-144860-a4i9vnjz 183 8 and and CC cord-144860-a4i9vnjz 183 9 approximate approximate VB cord-144860-a4i9vnjz 183 10 confidence confidence NN cord-144860-a4i9vnjz 183 11 intervals interval NNS cord-144860-a4i9vnjz 183 12 for for IN cord-144860-a4i9vnjz 183 13 localized localized JJ cord-144860-a4i9vnjz 183 14 autocovariances autocovariance NNS cord-144860-a4i9vnjz 183 15 for for IN cord-144860-a4i9vnjz 183 16 locally locally RB cord-144860-a4i9vnjz 183 17 stationary stationary JJ cord-144860-a4i9vnjz 183 18 time time NN cord-144860-a4i9vnjz 183 19 series series NN cord-144860-a4i9vnjz 183 20 Non Non NNP cord-144860-a4i9vnjz 183 21 - - JJ cord-144860-a4i9vnjz 183 22 parametric parametric JJ cord-144860-a4i9vnjz 183 23 Bayesian bayesian JJ cord-144860-a4i9vnjz 183 24 spectrum spectrum NN cord-144860-a4i9vnjz 183 25 estimation estimation NN cord-144860-a4i9vnjz 183 26 for for IN cord-144860-a4i9vnjz 183 27 multirate multirate NNP cord-144860-a4i9vnjz 183 28 data datum NNS cord-144860-a4i9vnjz 184 1 An an DT cord-144860-a4i9vnjz 184 2 Introduction introduction NN cord-144860-a4i9vnjz 184 3 to to IN cord-144860-a4i9vnjz 184 4 Multivariate Multivariate NNP cord-144860-a4i9vnjz 184 5 Analysis Analysis NNP cord-144860-a4i9vnjz 185 1 The the DT cord-144860-a4i9vnjz 185 2 Elements Elements NNPS cord-144860-a4i9vnjz 185 3 of of IN cord-144860-a4i9vnjz 185 4 Statistical Statistical NNP cord-144860-a4i9vnjz 185 5 Learning Learning NNP