id	sid	tid	token	lemma	pos
cord-351030-jqqxqjzf	1	1	key	key	NN
cord-351030-jqqxqjzf	1	2	:	:	:
cord-351030-jqqxqjzf	1	3	cord-351030-jqqxqjzf	cord-351030-jqqxqjzf	NNP
cord-351030-jqqxqjzf	2	1	authors	author	NNS
cord-351030-jqqxqjzf	2	2	:	:	:
cord-351030-jqqxqjzf	2	3	Rui	Rui	NNP
cord-351030-jqqxqjzf	2	4	,	,	,
cord-351030-jqqxqjzf	2	5	M.	M.	NNP
cord-351030-jqqxqjzf	2	6	;	;	:
cord-351030-jqqxqjzf	2	7	Qi	Qi	NNP
cord-351030-jqqxqjzf	2	8	,	,	,
cord-351030-jqqxqjzf	2	9	D.	D.	NNP
cord-351030-jqqxqjzf	2	10	;	;	:
cord-351030-jqqxqjzf	2	11	Yong	Yong	NNP
cord-351030-jqqxqjzf	2	12	,	,	,
cord-351030-jqqxqjzf	2	13	L.	L.	NNP
cord-351030-jqqxqjzf	2	14	title	title	NN
cord-351030-jqqxqjzf	2	15	:	:	:
cord-351030-jqqxqjzf	3	1	A	a	DT
cord-351030-jqqxqjzf	3	2	Sparse	Sparse	NNP
cord-351030-jqqxqjzf	3	3	Gaussian	Gaussian	NNP
cord-351030-jqqxqjzf	3	4	Network	Network	NNP
cord-351030-jqqxqjzf	3	5	Model	Model	NNP
cord-351030-jqqxqjzf	3	6	for	for	IN
cord-351030-jqqxqjzf	3	7	Prediction	Prediction	NNP
cord-351030-jqqxqjzf	3	8	the	the	DT
cord-351030-jqqxqjzf	3	9	Growth	Growth	NNP
cord-351030-jqqxqjzf	3	10	Trend	Trend	NNP
cord-351030-jqqxqjzf	3	11	of	of	IN
cord-351030-jqqxqjzf	3	12	COVID-19	COVID-19	NNP
cord-351030-jqqxqjzf	3	13	Overseas	Overseas	NNP
cord-351030-jqqxqjzf	3	14	Import	Import	NNP
cord-351030-jqqxqjzf	3	15	Case	case	NN
cord-351030-jqqxqjzf	3	16	:	:	:
cord-351030-jqqxqjzf	3	17	When	when	WRB
cord-351030-jqqxqjzf	3	18	can	can	MD
cord-351030-jqqxqjzf	3	19	Hong	Hong	NNP
cord-351030-jqqxqjzf	3	20	Kong	Kong	NNP
cord-351030-jqqxqjzf	3	21	Lift	lift	VB
cord-351030-jqqxqjzf	3	22	the	the	DT
cord-351030-jqqxqjzf	3	23	International	International	NNP
cord-351030-jqqxqjzf	3	24	Traffic	Traffic	NNP
cord-351030-jqqxqjzf	3	25	Blockad	Blockad	NNP
cord-351030-jqqxqjzf	3	26	?	?	.
cord-351030-jqqxqjzf	4	1	date	date	NN
cord-351030-jqqxqjzf	4	2	:	:	:
cord-351030-jqqxqjzf	4	3	2020	2020	CD
cord-351030-jqqxqjzf	4	4	-	-	HYPH
cord-351030-jqqxqjzf	4	5	05	05	CD
cord-351030-jqqxqjzf	4	6	-	-	HYPH
cord-351030-jqqxqjzf	4	7	16	16	CD
cord-351030-jqqxqjzf	4	8	journal	journal	NN
cord-351030-jqqxqjzf	4	9	:	:	:
cord-351030-jqqxqjzf	5	1	nan	nan	NNP
cord-351030-jqqxqjzf	5	2	DOI	DOI	NNP
cord-351030-jqqxqjzf	5	3	:	:	:
cord-351030-jqqxqjzf	6	1	10.1101/2020.05.13.20099978	10.1101/2020.05.13.20099978	LS
cord-351030-jqqxqjzf	6	2	sha	sha	NNP
cord-351030-jqqxqjzf	6	3	:	:	:
cord-351030-jqqxqjzf	6	4	367ef6f3165f30b702f8e5df4bd3098132b4153d	367ef6f3165f30b702f8e5df4bd3098132b4153d	CD
cord-351030-jqqxqjzf	6	5	doc_id	doc_id	CD
cord-351030-jqqxqjzf	6	6	:	:	:
cord-351030-jqqxqjzf	6	7	351030	351030	CD
cord-351030-jqqxqjzf	6	8	cord_uid	cord_uid	NNS
cord-351030-jqqxqjzf	6	9	:	:	:
cord-351030-jqqxqjzf	6	10	jqqxqjzf	jqqxqjzf	NNP
cord-351030-jqqxqjzf	7	1	The	the	DT
cord-351030-jqqxqjzf	7	2	COVID-19	COVID-19	NNP
cord-351030-jqqxqjzf	7	3	virus	virus	NN
cord-351030-jqqxqjzf	7	4	was	be	VBD
cord-351030-jqqxqjzf	7	5	first	first	RB
cord-351030-jqqxqjzf	7	6	discovered	discover	VBN
cord-351030-jqqxqjzf	7	7	from	from	IN
cord-351030-jqqxqjzf	7	8	China	China	NNP
cord-351030-jqqxqjzf	7	9	.	.	.
cord-351030-jqqxqjzf	8	1	It	-PRON-	PRP
cord-351030-jqqxqjzf	8	2	has	have	VBZ
cord-351030-jqqxqjzf	8	3	been	be	VBN
cord-351030-jqqxqjzf	8	4	widely	widely	RB
cord-351030-jqqxqjzf	8	5	spread	spread	VBN
cord-351030-jqqxqjzf	8	6	internationally	internationally	RB
cord-351030-jqqxqjzf	8	7	.	.	.
cord-351030-jqqxqjzf	9	1	Currently	currently	RB
cord-351030-jqqxqjzf	9	2	,	,	,
cord-351030-jqqxqjzf	9	3	compare	compare	VB
cord-351030-jqqxqjzf	9	4	with	with	IN
cord-351030-jqqxqjzf	9	5	the	the	DT
cord-351030-jqqxqjzf	9	6	rising	rise	VBG
cord-351030-jqqxqjzf	9	7	trend	trend	NN
cord-351030-jqqxqjzf	9	8	of	of	IN
cord-351030-jqqxqjzf	9	9	the	the	DT
cord-351030-jqqxqjzf	9	10	overall	overall	JJ
cord-351030-jqqxqjzf	9	11	international	international	JJ
cord-351030-jqqxqjzf	9	12	epidemic	epidemic	NN
cord-351030-jqqxqjzf	9	13	situation	situation	NN
cord-351030-jqqxqjzf	9	14	,	,	,
cord-351030-jqqxqjzf	9	15	China	China	NNP
cord-351030-jqqxqjzf	9	16	's	's	POS
cord-351030-jqqxqjzf	9	17	domestic	domestic	JJ
cord-351030-jqqxqjzf	9	18	epidemic	epidemic	NN
cord-351030-jqqxqjzf	9	19	situation	situation	NN
cord-351030-jqqxqjzf	9	20	has	have	VBZ
cord-351030-jqqxqjzf	9	21	been	be	VBN
cord-351030-jqqxqjzf	9	22	contained	contain	VBN
cord-351030-jqqxqjzf	9	23	and	and	CC
cord-351030-jqqxqjzf	9	24	shows	show	VBZ
cord-351030-jqqxqjzf	9	25	a	a	DT
cord-351030-jqqxqjzf	9	26	steady	steady	JJ
cord-351030-jqqxqjzf	9	27	and	and	CC
cord-351030-jqqxqjzf	9	28	upward	upward	JJ
cord-351030-jqqxqjzf	9	29	trend	trend	NN
cord-351030-jqqxqjzf	9	30	.	.	.
cord-351030-jqqxqjzf	10	1	In	in	IN
cord-351030-jqqxqjzf	10	2	this	this	DT
cord-351030-jqqxqjzf	10	3	situation	situation	NN
cord-351030-jqqxqjzf	10	4	,	,	,
cord-351030-jqqxqjzf	10	5	overseas	overseas	JJ
cord-351030-jqqxqjzf	10	6	imports	import	NNS
cord-351030-jqqxqjzf	10	7	have	have	VBP
cord-351030-jqqxqjzf	10	8	become	become	VBN
cord-351030-jqqxqjzf	10	9	the	the	DT
cord-351030-jqqxqjzf	10	10	main	main	JJ
cord-351030-jqqxqjzf	10	11	channel	channel	NN
cord-351030-jqqxqjzf	10	12	for	for	IN
cord-351030-jqqxqjzf	10	13	china	china	NNP
cord-351030-jqqxqjzf	10	14	to	to	TO
cord-351030-jqqxqjzf	10	15	increase	increase	VB
cord-351030-jqqxqjzf	10	16	the	the	DT
cord-351030-jqqxqjzf	10	17	number	number	NN
cord-351030-jqqxqjzf	10	18	of	of	IN
cord-351030-jqqxqjzf	10	19	infected	infected	JJ
cord-351030-jqqxqjzf	10	20	people	people	NNS
cord-351030-jqqxqjzf	10	21	.	.	.
cord-351030-jqqxqjzf	11	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	11	2	,	,	,
cord-351030-jqqxqjzf	11	3	how	how	WRB
cord-351030-jqqxqjzf	11	4	to	to	TO
cord-351030-jqqxqjzf	11	5	track	track	VB
cord-351030-jqqxqjzf	11	6	the	the	DT
cord-351030-jqqxqjzf	11	7	spread	spread	NN
cord-351030-jqqxqjzf	11	8	channel	channel	NN
cord-351030-jqqxqjzf	11	9	of	of	IN
cord-351030-jqqxqjzf	11	10	international	international	JJ
cord-351030-jqqxqjzf	11	11	epidemics	epidemic	NNS
cord-351030-jqqxqjzf	11	12	and	and	CC
cord-351030-jqqxqjzf	11	13	predict	predict	VB
cord-351030-jqqxqjzf	11	14	the	the	DT
cord-351030-jqqxqjzf	11	15	growth	growth	NN
cord-351030-jqqxqjzf	11	16	of	of	IN
cord-351030-jqqxqjzf	11	17	overseas	overseas	JJ
cord-351030-jqqxqjzf	11	18	case	case	NN
cord-351030-jqqxqjzf	11	19	imports	import	NNS
cord-351030-jqqxqjzf	11	20	is	be	VBZ
cord-351030-jqqxqjzf	11	21	become	become	VBN
cord-351030-jqqxqjzf	11	22	an	an	DT
cord-351030-jqqxqjzf	11	23	open	open	JJ
cord-351030-jqqxqjzf	11	24	research	research	NN
cord-351030-jqqxqjzf	11	25	question	question	NN
cord-351030-jqqxqjzf	11	26	.	.	.
cord-351030-jqqxqjzf	12	1	This	this	DT
cord-351030-jqqxqjzf	12	2	study	study	NN
cord-351030-jqqxqjzf	12	3	proposes	propose	VBZ
cord-351030-jqqxqjzf	12	4	a	a	DT
cord-351030-jqqxqjzf	12	5	Gaussian	gaussian	JJ
cord-351030-jqqxqjzf	12	6	sparse	sparse	JJ
cord-351030-jqqxqjzf	12	7	network	network	NN
cord-351030-jqqxqjzf	12	8	model	model	NN
cord-351030-jqqxqjzf	12	9	based	base	VBN
cord-351030-jqqxqjzf	12	10	on	on	IN
cord-351030-jqqxqjzf	12	11	lasso	lasso	NN
cord-351030-jqqxqjzf	12	12	and	and	CC
cord-351030-jqqxqjzf	12	13	uses	use	VBZ
cord-351030-jqqxqjzf	12	14	Hong	Hong	NNP
cord-351030-jqqxqjzf	12	15	Kong	Kong	NNP
cord-351030-jqqxqjzf	12	16	as	as	IN
cord-351030-jqqxqjzf	12	17	an	an	DT
cord-351030-jqqxqjzf	12	18	example	example	NN
cord-351030-jqqxqjzf	12	19	.	.	.
cord-351030-jqqxqjzf	13	1	To	to	TO
cord-351030-jqqxqjzf	13	2	explore	explore	VB
cord-351030-jqqxqjzf	13	3	the	the	DT
cord-351030-jqqxqjzf	13	4	COVID-19	COVID-19	NNP
cord-351030-jqqxqjzf	13	5	virus	virus	NN
cord-351030-jqqxqjzf	13	6	from	from	IN
cord-351030-jqqxqjzf	13	7	a	a	DT
cord-351030-jqqxqjzf	13	8	network	network	NN
cord-351030-jqqxqjzf	13	9	perspective	perspective	NN
cord-351030-jqqxqjzf	13	10	and	and	CC
cord-351030-jqqxqjzf	13	11	analyzes	analyze	VBZ
cord-351030-jqqxqjzf	13	12	75	75	CD
cord-351030-jqqxqjzf	13	13	consecutive	consecutive	JJ
cord-351030-jqqxqjzf	13	14	days	day	NNS
cord-351030-jqqxqjzf	13	15	of	of	IN
cord-351030-jqqxqjzf	13	16	COV-19	COV-19	NNP
cord-351030-jqqxqjzf	13	17	data	datum	NNS
cord-351030-jqqxqjzf	13	18	in	in	IN
cord-351030-jqqxqjzf	13	19	188	188	CD
cord-351030-jqqxqjzf	13	20	countries	country	NNS
cord-351030-jqqxqjzf	13	21	and	and	CC
cord-351030-jqqxqjzf	13	22	regions	region	NNS
cord-351030-jqqxqjzf	13	23	around	around	IN
cord-351030-jqqxqjzf	13	24	the	the	DT
cord-351030-jqqxqjzf	13	25	world	world	NN
cord-351030-jqqxqjzf	13	26	.	.	.
cord-351030-jqqxqjzf	14	1	This	this	DT
cord-351030-jqqxqjzf	14	2	article	article	NN
cord-351030-jqqxqjzf	14	3	establishes	establish	VBZ
cord-351030-jqqxqjzf	14	4	an	an	DT
cord-351030-jqqxqjzf	14	5	epidemic	epidemic	NN
cord-351030-jqqxqjzf	14	6	spread	spread	NN
cord-351030-jqqxqjzf	14	7	relationship	relationship	NN
cord-351030-jqqxqjzf	14	8	network	network	NN
cord-351030-jqqxqjzf	14	9	between	between	IN
cord-351030-jqqxqjzf	14	10	Hong	Hong	NNP
cord-351030-jqqxqjzf	14	11	Kong	Kong	NNP
cord-351030-jqqxqjzf	14	12	and	and	CC
cord-351030-jqqxqjzf	14	13	various	various	JJ
cord-351030-jqqxqjzf	14	14	countries	country	NNS
cord-351030-jqqxqjzf	14	15	and	and	CC
cord-351030-jqqxqjzf	14	16	regions	region	NNS
cord-351030-jqqxqjzf	14	17	around	around	IN
cord-351030-jqqxqjzf	14	18	the	the	DT
cord-351030-jqqxqjzf	14	19	world	world	NN
cord-351030-jqqxqjzf	14	20	and	and	CC
cord-351030-jqqxqjzf	14	21	build	build	VB
cord-351030-jqqxqjzf	14	22	a	a	DT
cord-351030-jqqxqjzf	14	23	regression	regression	NN
cord-351030-jqqxqjzf	14	24	model	model	NN
cord-351030-jqqxqjzf	14	25	based	base	VBN
cord-351030-jqqxqjzf	14	26	on	on	IN
cord-351030-jqqxqjzf	14	27	network	network	NN
cord-351030-jqqxqjzf	14	28	information	information	NN
cord-351030-jqqxqjzf	14	29	to	to	TO
cord-351030-jqqxqjzf	14	30	fit	fit	VB
cord-351030-jqqxqjzf	14	31	Hong	Hong	NNP
cord-351030-jqqxqjzf	14	32	Kong	Kong	NNP
cord-351030-jqqxqjzf	14	33	's	's	POS
cord-351030-jqqxqjzf	14	34	COV-19	cov-19	JJ
cord-351030-jqqxqjzf	14	35	epidemic	epidemic	NN
cord-351030-jqqxqjzf	14	36	growth	growth	NN
cord-351030-jqqxqjzf	14	37	data	datum	NNS
cord-351030-jqqxqjzf	14	38	.	.	.
cord-351030-jqqxqjzf	15	1	The	the	DT
cord-351030-jqqxqjzf	15	2	results	result	NNS
cord-351030-jqqxqjzf	15	3	show	show	VBP
cord-351030-jqqxqjzf	15	4	that	that	IN
cord-351030-jqqxqjzf	15	5	the	the	DT
cord-351030-jqqxqjzf	15	6	regression	regression	NN
cord-351030-jqqxqjzf	15	7	model	model	NN
cord-351030-jqqxqjzf	15	8	based	base	VBN
cord-351030-jqqxqjzf	15	9	on	on	IN
cord-351030-jqqxqjzf	15	10	the	the	DT
cord-351030-jqqxqjzf	15	11	relationship	relationship	NN
cord-351030-jqqxqjzf	15	12	network	network	NN
cord-351030-jqqxqjzf	15	13	can	can	MD
cord-351030-jqqxqjzf	15	14	better	well	RBR
cord-351030-jqqxqjzf	15	15	fit	fit	VB
cord-351030-jqqxqjzf	15	16	the	the	DT
cord-351030-jqqxqjzf	15	17	existing	exist	VBG
cord-351030-jqqxqjzf	15	18	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	15	19	number	number	NN
cord-351030-jqqxqjzf	15	20	growth	growth	NN
cord-351030-jqqxqjzf	15	21	curve	curve	NN
cord-351030-jqqxqjzf	15	22	.	.	.
cord-351030-jqqxqjzf	16	1	After	after	IN
cord-351030-jqqxqjzf	16	2	combining	combine	VBG
cord-351030-jqqxqjzf	16	3	the	the	DT
cord-351030-jqqxqjzf	16	4	SEIJR	SEIJR	NNP
cord-351030-jqqxqjzf	16	5	model	model	NN
cord-351030-jqqxqjzf	16	6	,	,	,
cord-351030-jqqxqjzf	16	7	we	-PRON-	PRP
cord-351030-jqqxqjzf	16	8	predict	predict	VBP
cord-351030-jqqxqjzf	16	9	the	the	DT
cord-351030-jqqxqjzf	16	10	future	future	JJ
cord-351030-jqqxqjzf	16	11	development	development	NN
cord-351030-jqqxqjzf	16	12	trend	trend	NN
cord-351030-jqqxqjzf	16	13	of	of	IN
cord-351030-jqqxqjzf	16	14	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	16	15	cases	case	NNS
cord-351030-jqqxqjzf	16	16	in	in	IN
cord-351030-jqqxqjzf	16	17	Hong	Hong	NNP
cord-351030-jqqxqjzf	16	18	Kong	Kong	NNP
cord-351030-jqqxqjzf	16	19	(	(	-LRB-
cord-351030-jqqxqjzf	16	20	without	without	IN
cord-351030-jqqxqjzf	16	21	blocking	block	VBG
cord-351030-jqqxqjzf	16	22	international	international	JJ
cord-351030-jqqxqjzf	16	23	traffic	traffic	NN
cord-351030-jqqxqjzf	16	24	)	)	-RRB-
cord-351030-jqqxqjzf	16	25	.	.	.
cord-351030-jqqxqjzf	17	1	Based	base	VBN
cord-351030-jqqxqjzf	17	2	on	on	IN
cord-351030-jqqxqjzf	17	3	the	the	DT
cord-351030-jqqxqjzf	17	4	prediction	prediction	NN
cord-351030-jqqxqjzf	17	5	results	result	NNS
cord-351030-jqqxqjzf	17	6	,	,	,
cord-351030-jqqxqjzf	17	7	we	-PRON-	PRP
cord-351030-jqqxqjzf	17	8	suggest	suggest	VBP
cord-351030-jqqxqjzf	17	9	that	that	IN
cord-351030-jqqxqjzf	17	10	Hong	Hong	NNP
cord-351030-jqqxqjzf	17	11	Kong	Kong	NNP
cord-351030-jqqxqjzf	17	12	can	can	MD
cord-351030-jqqxqjzf	17	13	lift	lift	VB
cord-351030-jqqxqjzf	17	14	the	the	DT
cord-351030-jqqxqjzf	17	15	international	international	JJ
cord-351030-jqqxqjzf	17	16	traffic	traffic	NN
cord-351030-jqqxqjzf	17	17	blockade	blockade	NN
cord-351030-jqqxqjzf	17	18	from	from	IN
cord-351030-jqqxqjzf	17	19	early	early	RB
cord-351030-jqqxqjzf	17	20	to	to	IN
cord-351030-jqqxqjzf	18	1	mid	mid	NNP
cord-351030-jqqxqjzf	18	2	-	-	NNP
cord-351030-jqqxqjzf	18	3	June	June	NNP
cord-351030-jqqxqjzf	18	4	The	the	DT
cord-351030-jqqxqjzf	18	5	COVID-19	COVID-19	NNP
cord-351030-jqqxqjzf	18	6	virus	virus	NN
cord-351030-jqqxqjzf	18	7	was	be	VBD
cord-351030-jqqxqjzf	18	8	found	find	VBN
cord-351030-jqqxqjzf	18	9	in	in	IN
cord-351030-jqqxqjzf	18	10	Wuhan	Wuhan	NNP
cord-351030-jqqxqjzf	18	11	,	,	,
cord-351030-jqqxqjzf	18	12	Hubei	Hubei	NNP
cord-351030-jqqxqjzf	18	13	Province	Province	NNP
cord-351030-jqqxqjzf	18	14	,	,	,
cord-351030-jqqxqjzf	18	15	China	China	NNP
cord-351030-jqqxqjzf	18	16	in	in	IN
cord-351030-jqqxqjzf	18	17	December	December	NNP
cord-351030-jqqxqjzf	18	18	2019	2019	CD
cord-351030-jqqxqjzf	18	19	.	.	.
cord-351030-jqqxqjzf	19	1	According	accord	VBG
cord-351030-jqqxqjzf	19	2	to	to	IN
cord-351030-jqqxqjzf	19	3	the	the	DT
cord-351030-jqqxqjzf	19	4	evidence	evidence	NN
cord-351030-jqqxqjzf	19	5	of	of	IN
cord-351030-jqqxqjzf	19	6	early	early	JJ
cord-351030-jqqxqjzf	19	7	transmission	transmission	NN
cord-351030-jqqxqjzf	19	8	dynamics	dynamic	NNS
cord-351030-jqqxqjzf	19	9	,	,	,
cord-351030-jqqxqjzf	19	10	interpersonal	interpersonal	JJ
cord-351030-jqqxqjzf	19	11	communication	communication	NN
cord-351030-jqqxqjzf	19	12	has	have	VBZ
cord-351030-jqqxqjzf	19	13	occurred	occur	VBN
cord-351030-jqqxqjzf	19	14	between	between	IN
cord-351030-jqqxqjzf	19	15	close	close	JJ
cord-351030-jqqxqjzf	19	16	contacts	contact	NNS
cord-351030-jqqxqjzf	19	17	since	since	IN
cord-351030-jqqxqjzf	19	18	mid	mid	NNP
cord-351030-jqqxqjzf	19	19	-	-	JJ
cord-351030-jqqxqjzf	19	20	December	December	NNP
cord-351030-jqqxqjzf	19	21	2019	2019	CD
cord-351030-jqqxqjzf	19	22	[	[	-LRB-
cord-351030-jqqxqjzf	19	23	1	1	CD
cord-351030-jqqxqjzf	19	24	]	]	-RRB-
cord-351030-jqqxqjzf	19	25	.	.	.
cord-351030-jqqxqjzf	20	1	In	in	IN
cord-351030-jqqxqjzf	20	2	order	order	NN
cord-351030-jqqxqjzf	20	3	to	to	TO
cord-351030-jqqxqjzf	20	4	control	control	VB
cord-351030-jqqxqjzf	20	5	the	the	DT
cord-351030-jqqxqjzf	20	6	spread	spread	NN
cord-351030-jqqxqjzf	20	7	of	of	IN
cord-351030-jqqxqjzf	20	8	infections	infection	NNS
cord-351030-jqqxqjzf	20	9	,	,	,
cord-351030-jqqxqjzf	20	10	Hubei	Hubei	NNP
cord-351030-jqqxqjzf	20	11	and	and	CC
cord-351030-jqqxqjzf	20	12	other	other	JJ
cord-351030-jqqxqjzf	20	13	provinces	province	NNS
cord-351030-jqqxqjzf	20	14	have	have	VBP
cord-351030-jqqxqjzf	20	15	adopted	adopt	VBN
cord-351030-jqqxqjzf	20	16	measures	measure	NNS
cord-351030-jqqxqjzf	20	17	such	such	JJ
cord-351030-jqqxqjzf	20	18	as	as	IN
cord-351030-jqqxqjzf	20	19	urban	urban	JJ
cord-351030-jqqxqjzf	20	20	segregation	segregation	NN
cord-351030-jqqxqjzf	20	21	and	and	CC
cord-351030-jqqxqjzf	20	22	reducing	reduce	VBG
cord-351030-jqqxqjzf	20	23	inter	inter	JJ
cord-351030-jqqxqjzf	20	24	-	-	JJ
cord-351030-jqqxqjzf	20	25	city	city	JJ
cord-351030-jqqxqjzf	20	26	mobility	mobility	NN
cord-351030-jqqxqjzf	20	27	.	.	.
cord-351030-jqqxqjzf	21	1	Through	through	IN
cord-351030-jqqxqjzf	21	2	a	a	DT
cord-351030-jqqxqjzf	21	3	large	large	JJ
cord-351030-jqqxqjzf	21	4	number	number	NN
cord-351030-jqqxqjzf	21	5	of	of	IN
cord-351030-jqqxqjzf	21	6	public	public	JJ
cord-351030-jqqxqjzf	21	7	health	health	NN
cord-351030-jqqxqjzf	21	8	interventions	intervention	NNS
cord-351030-jqqxqjzf	21	9	,	,	,
cord-351030-jqqxqjzf	21	10	the	the	DT
cord-351030-jqqxqjzf	21	11	local	local	JJ
cord-351030-jqqxqjzf	21	12	epidemic	epidemic	NN
cord-351030-jqqxqjzf	21	13	situation	situation	NN
cord-351030-jqqxqjzf	21	14	in	in	IN
cord-351030-jqqxqjzf	21	15	various	various	JJ
cord-351030-jqqxqjzf	21	16	provinces	province	NNS
cord-351030-jqqxqjzf	21	17	and	and	CC
cord-351030-jqqxqjzf	21	18	cities	city	NNS
cord-351030-jqqxqjzf	21	19	in	in	IN
cord-351030-jqqxqjzf	21	20	China	China	NNP
cord-351030-jqqxqjzf	21	21	has	have	VBZ
cord-351030-jqqxqjzf	21	22	been	be	VBN
cord-351030-jqqxqjzf	21	23	basically	basically	RB
cord-351030-jqqxqjzf	21	24	controlled	control	VBN
cord-351030-jqqxqjzf	21	25	.	.	.
cord-351030-jqqxqjzf	22	1	However	however	RB
cord-351030-jqqxqjzf	22	2	,	,	,
cord-351030-jqqxqjzf	22	3	the	the	DT
cord-351030-jqqxqjzf	22	4	international	international	JJ
cord-351030-jqqxqjzf	22	5	spread	spread	NN
cord-351030-jqqxqjzf	22	6	of	of	IN
cord-351030-jqqxqjzf	22	7	the	the	DT
cord-351030-jqqxqjzf	22	8	epidemic	epidemic	NN
cord-351030-jqqxqjzf	22	9	is	be	VBZ
cord-351030-jqqxqjzf	22	10	inevitable	inevitable	JJ
cord-351030-jqqxqjzf	22	11	.	.	.
cord-351030-jqqxqjzf	23	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	23	2	,	,	,
cord-351030-jqqxqjzf	23	3	for	for	IN
cord-351030-jqqxqjzf	23	4	areas	area	NNS
cord-351030-jqqxqjzf	23	5	where	where	WRB
cord-351030-jqqxqjzf	23	6	local	local	JJ
cord-351030-jqqxqjzf	23	7	transmission	transmission	NN
cord-351030-jqqxqjzf	23	8	has	have	VBZ
cord-351030-jqqxqjzf	23	9	been	be	VBN
cord-351030-jqqxqjzf	23	10	basically	basically	RB
cord-351030-jqqxqjzf	23	11	controlled	control	VBN
cord-351030-jqqxqjzf	23	12	,	,	,
cord-351030-jqqxqjzf	23	13	how	how	WRB
cord-351030-jqqxqjzf	23	14	to	to	TO
cord-351030-jqqxqjzf	23	15	prevent	prevent	VB
cord-351030-jqqxqjzf	23	16	overseas	overseas	JJ
cord-351030-jqqxqjzf	23	17	transmission	transmission	NN
cord-351030-jqqxqjzf	23	18	has	have	VBZ
cord-351030-jqqxqjzf	23	19	become	become	VBN
cord-351030-jqqxqjzf	23	20	the	the	DT
cord-351030-jqqxqjzf	23	21	focus	focus	NN
cord-351030-jqqxqjzf	23	22	of	of	IN
cord-351030-jqqxqjzf	23	23	current	current	JJ
cord-351030-jqqxqjzf	23	24	epidemic	epidemic	NN
cord-351030-jqqxqjzf	23	25	prevention	prevention	NN
cord-351030-jqqxqjzf	23	26	work	work	NN
cord-351030-jqqxqjzf	23	27	[	[	-LRB-
cord-351030-jqqxqjzf	23	28	2	2	CD
cord-351030-jqqxqjzf	23	29	]	]	-RRB-
cord-351030-jqqxqjzf	23	30	[	[	-LRB-
cord-351030-jqqxqjzf	23	31	3	3	CD
cord-351030-jqqxqjzf	23	32	]	]	-RRB-
cord-351030-jqqxqjzf	23	33	[	[	-LRB-
cord-351030-jqqxqjzf	23	34	4	4	CD
cord-351030-jqqxqjzf	23	35	]	]	-RRB-
cord-351030-jqqxqjzf	23	36	.	.	.
cord-351030-jqqxqjzf	24	1	This	this	DT
cord-351030-jqqxqjzf	24	2	article	article	NN
cord-351030-jqqxqjzf	24	3	takes	take	VBZ
cord-351030-jqqxqjzf	24	4	Hong	Hong	NNP
cord-351030-jqqxqjzf	24	5	Kong	Kong	NNP
cord-351030-jqqxqjzf	24	6	as	as	IN
cord-351030-jqqxqjzf	24	7	an	an	DT
cord-351030-jqqxqjzf	24	8	example	example	NN
cord-351030-jqqxqjzf	24	9	to	to	TO
cord-351030-jqqxqjzf	24	10	discuss	discuss	VB
cord-351030-jqqxqjzf	24	11	how	how	WRB
cord-351030-jqqxqjzf	24	12	to	to	TO
cord-351030-jqqxqjzf	24	13	effectively	effectively	RB
cord-351030-jqqxqjzf	24	14	predict	predict	VB
cord-351030-jqqxqjzf	24	15	the	the	DT
cord-351030-jqqxqjzf	24	16	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	24	17	case	case	NN
cord-351030-jqqxqjzf	24	18	growth	growth	NN
cord-351030-jqqxqjzf	24	19	curve	curve	NN
cord-351030-jqqxqjzf	24	20	of	of	IN
cord-351030-jqqxqjzf	24	21	regions	region	NNS
cord-351030-jqqxqjzf	24	22	with	with	IN
cord-351030-jqqxqjzf	24	23	overseas	overseas	JJ
cord-351030-jqqxqjzf	24	24	imports	import	NNS
cord-351030-jqqxqjzf	24	25	as	as	IN
cord-351030-jqqxqjzf	24	26	the	the	DT
cord-351030-jqqxqjzf	24	27	main	main	JJ
cord-351030-jqqxqjzf	24	28	growth	growth	NN
cord-351030-jqqxqjzf	24	29	mode	mode	NN
cord-351030-jqqxqjzf	24	30	.	.	.
cord-351030-jqqxqjzf	25	1	As	as	IN
cord-351030-jqqxqjzf	25	2	an	an	DT
cord-351030-jqqxqjzf	25	3	important	important	JJ
cord-351030-jqqxqjzf	25	4	international	international	JJ
cord-351030-jqqxqjzf	25	5	transportation	transportation	NN
cord-351030-jqqxqjzf	25	6	hub	hub	NN
cord-351030-jqqxqjzf	25	7	,	,	,
cord-351030-jqqxqjzf	25	8	the	the	DT
cord-351030-jqqxqjzf	25	9	migration	migration	NN
cord-351030-jqqxqjzf	25	10	of	of	IN
cord-351030-jqqxqjzf	25	11	a	a	DT
cord-351030-jqqxqjzf	25	12	large	large	JJ
cord-351030-jqqxqjzf	25	13	number	number	NN
cord-351030-jqqxqjzf	25	14	of	of	IN
cord-351030-jqqxqjzf	25	15	international	international	JJ
cord-351030-jqqxqjzf	25	16	passengers	passenger	NNS
cord-351030-jqqxqjzf	25	17	has	have	VBZ
cord-351030-jqqxqjzf	25	18	had	have	VBN
cord-351030-jqqxqjzf	25	19	an	an	DT
cord-351030-jqqxqjzf	25	20	important	important	JJ
cord-351030-jqqxqjzf	25	21	impact	impact	NN
cord-351030-jqqxqjzf	25	22	on	on	IN
cord-351030-jqqxqjzf	25	23	the	the	DT
cord-351030-jqqxqjzf	25	24	spread	spread	NN
cord-351030-jqqxqjzf	25	25	of	of	IN
cord-351030-jqqxqjzf	25	26	the	the	DT
cord-351030-jqqxqjzf	25	27	epidemic	epidemic	NN
cord-351030-jqqxqjzf	25	28	in	in	IN
cord-351030-jqqxqjzf	25	29	Hong	Hong	NNP
cord-351030-jqqxqjzf	25	30	Kong	Kong	NNP
cord-351030-jqqxqjzf	25	31	.	.	.
cord-351030-jqqxqjzf	26	1	Foreigners	foreigner	NNS
cord-351030-jqqxqjzf	26	2	entering	enter	VBG
cord-351030-jqqxqjzf	26	3	All	all	DT
cord-351030-jqqxqjzf	26	4	rights	right	NNS
cord-351030-jqqxqjzf	26	5	reserved	reserve	VBN
cord-351030-jqqxqjzf	26	6	.	.	.
cord-351030-jqqxqjzf	27	1	No	no	DT
cord-351030-jqqxqjzf	27	2	reuse	reuse	NN
cord-351030-jqqxqjzf	27	3	allowed	allow	VBN
cord-351030-jqqxqjzf	27	4	without	without	IN
cord-351030-jqqxqjzf	27	5	permission	permission	NN
cord-351030-jqqxqjzf	27	6	.	.	.
cord-351030-jqqxqjzf	28	1	(	(	-LRB-
cord-351030-jqqxqjzf	28	2	which	which	WDT
cord-351030-jqqxqjzf	28	3	was	be	VBD
cord-351030-jqqxqjzf	28	4	not	not	RB
cord-351030-jqqxqjzf	28	5	certified	certify	VBN
cord-351030-jqqxqjzf	28	6	by	by	IN
cord-351030-jqqxqjzf	28	7	peer	peer	NN
cord-351030-jqqxqjzf	28	8	review	review	NN
cord-351030-jqqxqjzf	28	9	)	)	-RRB-
cord-351030-jqqxqjzf	28	10	is	be	VBZ
cord-351030-jqqxqjzf	28	11	the	the	DT
cord-351030-jqqxqjzf	28	12	author	author	NN
cord-351030-jqqxqjzf	28	13	/	/	SYM
cord-351030-jqqxqjzf	28	14	funder	funder	NN
cord-351030-jqqxqjzf	28	15	,	,	,
cord-351030-jqqxqjzf	28	16	who	who	WP
cord-351030-jqqxqjzf	28	17	has	have	VBZ
cord-351030-jqqxqjzf	28	18	granted	grant	VBN
cord-351030-jqqxqjzf	28	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	28	20	a	a	DT
cord-351030-jqqxqjzf	28	21	license	license	NN
cord-351030-jqqxqjzf	28	22	to	to	TO
cord-351030-jqqxqjzf	28	23	display	display	VB
cord-351030-jqqxqjzf	28	24	the	the	DT
cord-351030-jqqxqjzf	28	25	preprint	preprint	NN
cord-351030-jqqxqjzf	28	26	in	in	IN
cord-351030-jqqxqjzf	28	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	28	28	.	.	.
cord-351030-jqqxqjzf	29	1	The	the	DT
cord-351030-jqqxqjzf	29	2	copyright	copyright	NN
cord-351030-jqqxqjzf	29	3	holder	holder	NN
cord-351030-jqqxqjzf	29	4	for	for	IN
cord-351030-jqqxqjzf	29	5	this	this	DT
cord-351030-jqqxqjzf	29	6	preprint	preprint	NN
cord-351030-jqqxqjzf	29	7	this	this	DT
cord-351030-jqqxqjzf	29	8	version	version	NN
cord-351030-jqqxqjzf	29	9	posted	post	VBN
cord-351030-jqqxqjzf	29	10	May	May	NNP
cord-351030-jqqxqjzf	29	11	16	16	CD
cord-351030-jqqxqjzf	29	12	,	,	,
cord-351030-jqqxqjzf	29	13	2020	2020	CD
cord-351030-jqqxqjzf	29	14	.	.	.
cord-351030-jqqxqjzf	29	15	.	.	.
cord-351030-jqqxqjzf	30	1	https://doi.org/10.1101/2020.05	https://doi.org/10.1101/2020.05	NNP
cord-351030-jqqxqjzf	30	2	.	.	.
cord-351030-jqqxqjzf	31	1	13.20099978	13.20099978	CD
cord-351030-jqqxqjzf	31	2	doi	doi	NN
cord-351030-jqqxqjzf	31	3	:	:	:
cord-351030-jqqxqjzf	32	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	32	2	preprint	preprint	NN
cord-351030-jqqxqjzf	32	3	through	through	IN
cord-351030-jqqxqjzf	32	4	international	international	JJ
cord-351030-jqqxqjzf	32	5	transportation	transportation	NN
cord-351030-jqqxqjzf	32	6	channels	channel	NNS
cord-351030-jqqxqjzf	32	7	such	such	JJ
cord-351030-jqqxqjzf	32	8	as	as	IN
cord-351030-jqqxqjzf	32	9	aircraft	aircraft	NN
cord-351030-jqqxqjzf	32	10	shipping	shipping	NN
cord-351030-jqqxqjzf	32	11	are	be	VBP
cord-351030-jqqxqjzf	32	12	the	the	DT
cord-351030-jqqxqjzf	32	13	main	main	JJ
cord-351030-jqqxqjzf	32	14	way	way	NN
cord-351030-jqqxqjzf	32	15	of	of	IN
cord-351030-jqqxqjzf	32	16	increasing	increase	VBG
cord-351030-jqqxqjzf	32	17	cases	case	NNS
cord-351030-jqqxqjzf	32	18	in	in	IN
cord-351030-jqqxqjzf	32	19	the	the	DT
cord-351030-jqqxqjzf	32	20	region	region	NN
cord-351030-jqqxqjzf	32	21	.	.	.
cord-351030-jqqxqjzf	33	1	In	in	IN
cord-351030-jqqxqjzf	33	2	order	order	NN
cord-351030-jqqxqjzf	33	3	to	to	TO
cord-351030-jqqxqjzf	33	4	reduce	reduce	VB
cord-351030-jqqxqjzf	33	5	the	the	DT
cord-351030-jqqxqjzf	33	6	possible	possible	JJ
cord-351030-jqqxqjzf	33	7	transmission	transmission	NN
cord-351030-jqqxqjzf	33	8	risk	risk	NN
cord-351030-jqqxqjzf	33	9	,	,	,
cord-351030-jqqxqjzf	33	10	from	from	IN
cord-351030-jqqxqjzf	33	11	0:00	0:00	NN
cord-351030-jqqxqjzf	33	12	on	on	IN
cord-351030-jqqxqjzf	33	13	March	March	NNP
cord-351030-jqqxqjzf	33	14	25	25	CD
cord-351030-jqqxqjzf	33	15	,	,	,
cord-351030-jqqxqjzf	33	16	2020	2020	CD
cord-351030-jqqxqjzf	33	17	,	,	,
cord-351030-jqqxqjzf	33	18	Hong	Hong	NNP
cord-351030-jqqxqjzf	33	19	Kong	Kong	NNP
cord-351030-jqqxqjzf	33	20	announced	announce	VBD
cord-351030-jqqxqjzf	33	21	that	that	IN
cord-351030-jqqxqjzf	33	22	non	non	JJ
cord-351030-jqqxqjzf	33	23	-	-	JJ
cord-351030-jqqxqjzf	33	24	Hong	Hong	NNP
cord-351030-jqqxqjzf	33	25	Kong	Kong	NNP
cord-351030-jqqxqjzf	33	26	people	people	NNS
cord-351030-jqqxqjzf	33	27	are	be	VBP
cord-351030-jqqxqjzf	33	28	prohibited	prohibit	VBN
cord-351030-jqqxqjzf	33	29	from	from	IN
cord-351030-jqqxqjzf	33	30	entering	enter	VBG
cord-351030-jqqxqjzf	33	31	Hong	Hong	NNP
cord-351030-jqqxqjzf	33	32	Kong	Kong	NNP
cord-351030-jqqxqjzf	33	33	Airport	Airport	NNP
cord-351030-jqqxqjzf	33	34	.	.	.
cord-351030-jqqxqjzf	34	1	However	however	RB
cord-351030-jqqxqjzf	34	2	,	,	,
cord-351030-jqqxqjzf	34	3	as	as	IN
cord-351030-jqqxqjzf	34	4	an	an	DT
cord-351030-jqqxqjzf	34	5	international	international	JJ
cord-351030-jqqxqjzf	34	6	financial	financial	JJ
cord-351030-jqqxqjzf	34	7	and	and	CC
cord-351030-jqqxqjzf	34	8	transportation	transportation	NN
cord-351030-jqqxqjzf	34	9	center	center	NN
cord-351030-jqqxqjzf	34	10	,	,	,
cord-351030-jqqxqjzf	34	11	Hong	Hong	NNP
cord-351030-jqqxqjzf	34	12	Kong	Kong	NNP
cord-351030-jqqxqjzf	34	13	will	will	MD
cord-351030-jqqxqjzf	34	14	cause	cause	VB
cord-351030-jqqxqjzf	34	15	a	a	DT
cord-351030-jqqxqjzf	34	16	lot	lot	NN
cord-351030-jqqxqjzf	34	17	of	of	IN
cord-351030-jqqxqjzf	34	18	losses	loss	NNS
cord-351030-jqqxqjzf	34	19	every	every	DT
cord-351030-jqqxqjzf	34	20	day	day	NN
cord-351030-jqqxqjzf	34	21	due	due	IN
cord-351030-jqqxqjzf	34	22	to	to	IN
cord-351030-jqqxqjzf	34	23	the	the	DT
cord-351030-jqqxqjzf	34	24	international	international	JJ
cord-351030-jqqxqjzf	34	25	traffic	traffic	NN
cord-351030-jqqxqjzf	34	26	blockade	blockade	NN
cord-351030-jqqxqjzf	34	27	.	.	.
cord-351030-jqqxqjzf	35	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	35	2	,	,	,
cord-351030-jqqxqjzf	35	3	it	-PRON-	PRP
cord-351030-jqqxqjzf	35	4	is	be	VBZ
cord-351030-jqqxqjzf	35	5	of	of	IN
cord-351030-jqqxqjzf	35	6	great	great	JJ
cord-351030-jqqxqjzf	35	7	significance	significance	NN
cord-351030-jqqxqjzf	35	8	to	to	TO
cord-351030-jqqxqjzf	35	9	predict	predict	VB
cord-351030-jqqxqjzf	35	10	the	the	DT
cord-351030-jqqxqjzf	35	11	possible	possible	JJ
cord-351030-jqqxqjzf	35	12	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	35	13	case	case	NN
cord-351030-jqqxqjzf	35	14	growth	growth	NN
cord-351030-jqqxqjzf	35	15	rate	rate	NN
cord-351030-jqqxqjzf	35	16	of	of	IN
cord-351030-jqqxqjzf	35	17	Hong	Hong	NNP
cord-351030-jqqxqjzf	35	18	Kong	Kong	NNP
cord-351030-jqqxqjzf	35	19	under	under	IN
cord-351030-jqqxqjzf	35	20	the	the	DT
cord-351030-jqqxqjzf	35	21	premise	premise	NN
cord-351030-jqqxqjzf	35	22	of	of	IN
cord-351030-jqqxqjzf	35	23	incomplete	incomplete	JJ
cord-351030-jqqxqjzf	35	24	blockade	blockade	NN
cord-351030-jqqxqjzf	35	25	,	,	,
cord-351030-jqqxqjzf	35	26	and	and	CC
cord-351030-jqqxqjzf	35	27	to	to	TO
cord-351030-jqqxqjzf	35	28	further	further	RB
cord-351030-jqqxqjzf	35	29	determine	determine	VB
cord-351030-jqqxqjzf	35	30	the	the	DT
cord-351030-jqqxqjzf	35	31	possible	possible	JJ
cord-351030-jqqxqjzf	35	32	date	date	NN
cord-351030-jqqxqjzf	35	33	of	of	IN
cord-351030-jqqxqjzf	35	34	unblocking	unblock	VBG
cord-351030-jqqxqjzf	35	35	in	in	IN
cord-351030-jqqxqjzf	35	36	Hong	Hong	NNP
cord-351030-jqqxqjzf	35	37	Kong	Kong	NNP
cord-351030-jqqxqjzf	35	38	.	.	.
cord-351030-jqqxqjzf	36	1	However	however	RB
cord-351030-jqqxqjzf	36	2	,	,	,
cord-351030-jqqxqjzf	36	3	the	the	DT
cord-351030-jqqxqjzf	36	4	transmission	transmission	NN
cord-351030-jqqxqjzf	36	5	rate	rate	NN
cord-351030-jqqxqjzf	36	6	in	in	IN
cord-351030-jqqxqjzf	36	7	the	the	DT
cord-351030-jqqxqjzf	36	8	traditional	traditional	JJ
cord-351030-jqqxqjzf	36	9	SIR	SIR	NNP
cord-351030-jqqxqjzf	36	10	/	/	SYM
cord-351030-jqqxqjzf	36	11	SEIR	SEIR	NNP
cord-351030-jqqxqjzf	36	12	model	model	NN
cord-351030-jqqxqjzf	36	13	is	be	VBZ
cord-351030-jqqxqjzf	36	14	a	a	DT
cord-351030-jqqxqjzf	36	15	constant	constant	JJ
cord-351030-jqqxqjzf	36	16	value	value	NN
cord-351030-jqqxqjzf	36	17	.	.	.
cord-351030-jqqxqjzf	37	1	However	however	RB
cord-351030-jqqxqjzf	37	2	in	in	IN
cord-351030-jqqxqjzf	37	3	practical	practical	JJ
cord-351030-jqqxqjzf	37	4	problems	problem	NNS
cord-351030-jqqxqjzf	37	5	,	,	,
cord-351030-jqqxqjzf	37	6	the	the	DT
cord-351030-jqqxqjzf	37	7	transmission	transmission	NN
cord-351030-jqqxqjzf	37	8	rate	rate	NN
cord-351030-jqqxqjzf	37	9	is	be	VBZ
cord-351030-jqqxqjzf	37	10	constantly	constantly	RB
cord-351030-jqqxqjzf	37	11	changing	change	VBG
cord-351030-jqqxqjzf	37	12	.	.	.
cord-351030-jqqxqjzf	38	1	For	for	IN
cord-351030-jqqxqjzf	38	2	example	example	NN
cord-351030-jqqxqjzf	38	3	,	,	,
cord-351030-jqqxqjzf	38	4	the	the	DT
cord-351030-jqqxqjzf	38	5	growth	growth	NN
cord-351030-jqqxqjzf	38	6	rate	rate	NN
cord-351030-jqqxqjzf	38	7	of	of	IN
cord-351030-jqqxqjzf	38	8	overseas	overseas	JJ
cord-351030-jqqxqjzf	38	9	imported	import	VBN
cord-351030-jqqxqjzf	38	10	cases	case	NNS
cord-351030-jqqxqjzf	38	11	is	be	VBZ
cord-351030-jqqxqjzf	38	12	affected	affect	VBN
cord-351030-jqqxqjzf	38	13	by	by	IN
cord-351030-jqqxqjzf	38	14	changes	change	NNS
cord-351030-jqqxqjzf	38	15	in	in	IN
cord-351030-jqqxqjzf	38	16	the	the	DT
cord-351030-jqqxqjzf	38	17	international	international	JJ
cord-351030-jqqxqjzf	38	18	epidemic	epidemic	NN
cord-351030-jqqxqjzf	38	19	,	,	,
cord-351030-jqqxqjzf	38	20	etc	etc	FW
cord-351030-jqqxqjzf	38	21	.	.	.
cord-351030-jqqxqjzf	39	1	In	in	IN
cord-351030-jqqxqjzf	39	2	this	this	DT
cord-351030-jqqxqjzf	39	3	situation	situation	NN
cord-351030-jqqxqjzf	39	4	,	,	,
cord-351030-jqqxqjzf	39	5	it	-PRON-	PRP
cord-351030-jqqxqjzf	39	6	is	be	VBZ
cord-351030-jqqxqjzf	39	7	difficult	difficult	JJ
cord-351030-jqqxqjzf	39	8	to	to	TO
cord-351030-jqqxqjzf	39	9	use	use	VB
cord-351030-jqqxqjzf	39	10	traditional	traditional	JJ
cord-351030-jqqxqjzf	39	11	infectious	infectious	JJ
cord-351030-jqqxqjzf	39	12	disease	disease	NN
cord-351030-jqqxqjzf	39	13	models	model	NNS
cord-351030-jqqxqjzf	39	14	to	to	TO
cord-351030-jqqxqjzf	39	15	predict	predict	VB
cord-351030-jqqxqjzf	39	16	the	the	DT
cord-351030-jqqxqjzf	39	17	future	future	JJ
cord-351030-jqqxqjzf	39	18	growth	growth	NN
cord-351030-jqqxqjzf	39	19	trend	trend	NN
cord-351030-jqqxqjzf	39	20	of	of	IN
cord-351030-jqqxqjzf	39	21	Hong	Hong	NNP
cord-351030-jqqxqjzf	39	22	Kong	Kong	NNP
cord-351030-jqqxqjzf	39	23	[	[	-LRB-
cord-351030-jqqxqjzf	39	24	2	2	CD
cord-351030-jqqxqjzf	39	25	,	,	,
cord-351030-jqqxqjzf	39	26	5	5	CD
cord-351030-jqqxqjzf	39	27	]	]	-RRB-
cord-351030-jqqxqjzf	39	28	.	.	.
cord-351030-jqqxqjzf	40	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	40	2	,	,	,
cord-351030-jqqxqjzf	40	3	finding	find	VBG
cord-351030-jqqxqjzf	40	4	a	a	DT
cord-351030-jqqxqjzf	40	5	new	new	JJ
cord-351030-jqqxqjzf	40	6	model	model	NN
cord-351030-jqqxqjzf	40	7	to	to	TO
cord-351030-jqqxqjzf	40	8	solve	solve	VB
cord-351030-jqqxqjzf	40	9	this	this	DT
cord-351030-jqqxqjzf	40	10	problem	problem	NN
cord-351030-jqqxqjzf	40	11	has	have	VBZ
cord-351030-jqqxqjzf	40	12	become	become	VBN
cord-351030-jqqxqjzf	40	13	an	an	DT
cord-351030-jqqxqjzf	40	14	open	open	JJ
cord-351030-jqqxqjzf	40	15	research	research	NN
cord-351030-jqqxqjzf	40	16	question	question	NN
cord-351030-jqqxqjzf	40	17	.	.	.
cord-351030-jqqxqjzf	41	1	In	in	IN
cord-351030-jqqxqjzf	41	2	our	-PRON-	PRP$
cord-351030-jqqxqjzf	41	3	research	research	NN
cord-351030-jqqxqjzf	41	4	,	,	,
cord-351030-jqqxqjzf	41	5	we	-PRON-	PRP
cord-351030-jqqxqjzf	41	6	used	use	VBD
cord-351030-jqqxqjzf	41	7	75	75	CD
cord-351030-jqqxqjzf	41	8	days	day	NNS
cord-351030-jqqxqjzf	41	9	of	of	IN
cord-351030-jqqxqjzf	41	10	real	real	JJ
cord-351030-jqqxqjzf	41	11	-	-	HYPH
cord-351030-jqqxqjzf	41	12	time	time	NN
cord-351030-jqqxqjzf	41	13	infection	infection	NN
cord-351030-jqqxqjzf	41	14	data	datum	NNS
cord-351030-jqqxqjzf	41	15	from	from	IN
cord-351030-jqqxqjzf	41	16	188	188	CD
cord-351030-jqqxqjzf	41	17	countries	country	NNS
cord-351030-jqqxqjzf	41	18	and	and	CC
cord-351030-jqqxqjzf	41	19	regions	region	NNS
cord-351030-jqqxqjzf	41	20	around	around	IN
cord-351030-jqqxqjzf	41	21	the	the	DT
cord-351030-jqqxqjzf	41	22	world	world	NN
cord-351030-jqqxqjzf	41	23	.	.	.
cord-351030-jqqxqjzf	42	1	Establish	establish	VB
cord-351030-jqqxqjzf	42	2	a	a	DT
cord-351030-jqqxqjzf	42	3	case	case	NN
cord-351030-jqqxqjzf	42	4	transmission	transmission	NN
cord-351030-jqqxqjzf	42	5	relationship	relationship	NN
cord-351030-jqqxqjzf	42	6	network	network	NN
cord-351030-jqqxqjzf	42	7	between	between	IN
cord-351030-jqqxqjzf	42	8	Hong	Hong	NNP
cord-351030-jqqxqjzf	42	9	Kong	Kong	NNP
cord-351030-jqqxqjzf	42	10	and	and	CC
cord-351030-jqqxqjzf	42	11	other	other	JJ
cord-351030-jqqxqjzf	42	12	parts	part	NNS
cord-351030-jqqxqjzf	42	13	of	of	IN
cord-351030-jqqxqjzf	42	14	the	the	DT
cord-351030-jqqxqjzf	42	15	world	world	NN
cord-351030-jqqxqjzf	42	16	through	through	IN
cord-351030-jqqxqjzf	42	17	the	the	DT
cord-351030-jqqxqjzf	42	18	sparse	sparse	JJ
cord-351030-jqqxqjzf	42	19	Gaussian	gaussian	JJ
cord-351030-jqqxqjzf	42	20	network	network	NN
cord-351030-jqqxqjzf	42	21	model	model	NN
cord-351030-jqqxqjzf	42	22	based	base	VBN
cord-351030-jqqxqjzf	42	23	on	on	IN
cord-351030-jqqxqjzf	42	24	lasso	lasso	NN
cord-351030-jqqxqjzf	42	25	.	.	.
cord-351030-jqqxqjzf	43	1	The	the	DT
cord-351030-jqqxqjzf	43	2	results	result	NNS
cord-351030-jqqxqjzf	43	3	show	show	VBP
cord-351030-jqqxqjzf	43	4	that	that	IN
cord-351030-jqqxqjzf	43	5	the	the	DT
cord-351030-jqqxqjzf	43	6	correlation	correlation	NN
cord-351030-jqqxqjzf	43	7	coefficient	coefficient	NN
cord-351030-jqqxqjzf	43	8	between	between	IN
cord-351030-jqqxqjzf	43	9	the	the	DT
cord-351030-jqqxqjzf	43	10	epidemic	epidemic	NN
cord-351030-jqqxqjzf	43	11	trend	trend	NN
cord-351030-jqqxqjzf	43	12	in	in	IN
cord-351030-jqqxqjzf	43	13	Hong	Hong	NNP
cord-351030-jqqxqjzf	43	14	Kong	Kong	NNP
cord-351030-jqqxqjzf	43	15	and	and	CC
cord-351030-jqqxqjzf	43	16	several	several	JJ
cord-351030-jqqxqjzf	43	17	outbreak	outbreak	NN
cord-351030-jqqxqjzf	43	18	centers	center	NNS
cord-351030-jqqxqjzf	43	19	abroad	abroad	RB
cord-351030-jqqxqjzf	43	20	is	be	VBZ
cord-351030-jqqxqjzf	43	21	extremely	extremely	RB
cord-351030-jqqxqjzf	43	22	high	high	JJ
cord-351030-jqqxqjzf	43	23	.	.	.
cord-351030-jqqxqjzf	44	1	At	at	IN
cord-351030-jqqxqjzf	44	2	the	the	DT
cord-351030-jqqxqjzf	44	3	same	same	JJ
cord-351030-jqqxqjzf	44	4	time	time	NN
cord-351030-jqqxqjzf	44	5	,	,	,
cord-351030-jqqxqjzf	44	6	we	-PRON-	PRP
cord-351030-jqqxqjzf	44	7	can	can	MD
cord-351030-jqqxqjzf	44	8	use	use	VB
cord-351030-jqqxqjzf	44	9	the	the	DT
cord-351030-jqqxqjzf	44	10	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	44	11	case	case	NN
cord-351030-jqqxqjzf	44	12	growth	growth	NN
cord-351030-jqqxqjzf	44	13	data	datum	NNS
cord-351030-jqqxqjzf	44	14	in	in	IN
cord-351030-jqqxqjzf	44	15	areas	area	NNS
cord-351030-jqqxqjzf	44	16	with	with	IN
cord-351030-jqqxqjzf	44	17	high	high	JJ
cord-351030-jqqxqjzf	44	18	correlation	correlation	NN
cord-351030-jqqxqjzf	44	19	to	to	IN
cord-351030-jqqxqjzf	44	20	Hong	Hong	NNP
cord-351030-jqqxqjzf	44	21	Kong	Kong	NNP
cord-351030-jqqxqjzf	44	22	in	in	IN
cord-351030-jqqxqjzf	44	23	the	the	DT
cord-351030-jqqxqjzf	44	24	network	network	NN
cord-351030-jqqxqjzf	44	25	to	to	TO
cord-351030-jqqxqjzf	44	26	establish	establish	VB
cord-351030-jqqxqjzf	44	27	a	a	DT
cord-351030-jqqxqjzf	44	28	regression	regression	NN
cord-351030-jqqxqjzf	44	29	model	model	NN
cord-351030-jqqxqjzf	44	30	to	to	TO
cord-351030-jqqxqjzf	44	31	fit	fit	VB
cord-351030-jqqxqjzf	44	32	the	the	DT
cord-351030-jqqxqjzf	44	33	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	44	34	case	case	NN
cord-351030-jqqxqjzf	44	35	growth	growth	NN
cord-351030-jqqxqjzf	44	36	data	datum	NNS
cord-351030-jqqxqjzf	44	37	in	in	IN
cord-351030-jqqxqjzf	44	38	Hong	Hong	NNP
cord-351030-jqqxqjzf	44	39	Kong	Kong	NNP
cord-351030-jqqxqjzf	44	40	.	.	.
cord-351030-jqqxqjzf	45	1	After	after	IN
cord-351030-jqqxqjzf	45	2	further	further	RB
cord-351030-jqqxqjzf	45	3	combining	combine	VBG
cord-351030-jqqxqjzf	45	4	the	the	DT
cord-351030-jqqxqjzf	45	5	SEIJR	SEIJR	NNP
cord-351030-jqqxqjzf	45	6	model	model	NN
cord-351030-jqqxqjzf	45	7	to	to	TO
cord-351030-jqqxqjzf	45	8	predict	predict	VB
cord-351030-jqqxqjzf	45	9	case	case	NN
cord-351030-jqqxqjzf	45	10	growth	growth	NN
cord-351030-jqqxqjzf	45	11	data	datum	NNS
cord-351030-jqqxqjzf	45	12	of	of	IN
cord-351030-jqqxqjzf	45	13	target	target	NN
cord-351030-jqqxqjzf	45	14	areas	area	NNS
cord-351030-jqqxqjzf	45	15	(	(	-LRB-
cord-351030-jqqxqjzf	45	16	related	relate	VBN
cord-351030-jqqxqjzf	45	17	to	to	IN
cord-351030-jqqxqjzf	45	18	Hong	Hong	NNP
cord-351030-jqqxqjzf	45	19	Kong	Kong	NNP
cord-351030-jqqxqjzf	45	20	)	)	-RRB-
cord-351030-jqqxqjzf	45	21	.	.	.
cord-351030-jqqxqjzf	46	1	We	-PRON-	PRP
cord-351030-jqqxqjzf	46	2	can	can	MD
cord-351030-jqqxqjzf	46	3	predict	predict	VB
cord-351030-jqqxqjzf	46	4	the	the	DT
cord-351030-jqqxqjzf	46	5	number	number	NN
cord-351030-jqqxqjzf	46	6	of	of	IN
cord-351030-jqqxqjzf	46	7	COVID-19	covid-19	JJ
cord-351030-jqqxqjzf	46	8	cases	case	NNS
cord-351030-jqqxqjzf	46	9	in	in	IN
cord-351030-jqqxqjzf	46	10	Hong	Hong	NNP
cord-351030-jqqxqjzf	46	11	Kong	Kong	NNP
cord-351030-jqqxqjzf	46	12	without	without	IN
cord-351030-jqqxqjzf	46	13	blocking	block	VBG
cord-351030-jqqxqjzf	46	14	traffic	traffic	NN
cord-351030-jqqxqjzf	46	15	.	.	.
cord-351030-jqqxqjzf	47	1	Our	-PRON-	PRP$
cord-351030-jqqxqjzf	47	2	findings	finding	NNS
cord-351030-jqqxqjzf	47	3	can	can	MD
cord-351030-jqqxqjzf	47	4	help	help	VB
cord-351030-jqqxqjzf	47	5	Hong	Hong	NNP
cord-351030-jqqxqjzf	47	6	Kong	Kong	NNP
cord-351030-jqqxqjzf	47	7	adjust	adjust	VB
cord-351030-jqqxqjzf	47	8	public	public	JJ
cord-351030-jqqxqjzf	47	9	interventions	intervention	NNS
cord-351030-jqqxqjzf	47	10	,	,	,
cord-351030-jqqxqjzf	47	11	estimate	estimate	VB
cord-351030-jqqxqjzf	47	12	the	the	DT
cord-351030-jqqxqjzf	47	13	time	time	NN
cord-351030-jqqxqjzf	47	14	for	for	IN
cord-351030-jqqxqjzf	47	15	lifting	lift	VBG
cord-351030-jqqxqjzf	47	16	the	the	DT
cord-351030-jqqxqjzf	47	17	blockade	blockade	NN
cord-351030-jqqxqjzf	47	18	,	,	,
cord-351030-jqqxqjzf	47	19	and	and	CC
cord-351030-jqqxqjzf	47	20	provide	provide	VB
cord-351030-jqqxqjzf	47	21	effective	effective	JJ
cord-351030-jqqxqjzf	47	22	evidence	evidence	NN
cord-351030-jqqxqjzf	47	23	to	to	TO
cord-351030-jqqxqjzf	47	24	avoid	avoid	VB
cord-351030-jqqxqjzf	47	25	serious	serious	JJ
cord-351030-jqqxqjzf	47	26	outbreaks	outbreak	NNS
cord-351030-jqqxqjzf	47	27	and	and	CC
cord-351030-jqqxqjzf	47	28	economic	economic	JJ
cord-351030-jqqxqjzf	47	29	losses	loss	NNS
cord-351030-jqqxqjzf	47	30	.	.	.
cord-351030-jqqxqjzf	48	1	All	all	DT
cord-351030-jqqxqjzf	48	2	rights	right	NNS
cord-351030-jqqxqjzf	48	3	reserved	reserve	VBN
cord-351030-jqqxqjzf	48	4	.	.	.
cord-351030-jqqxqjzf	49	1	No	no	DT
cord-351030-jqqxqjzf	49	2	reuse	reuse	NN
cord-351030-jqqxqjzf	49	3	allowed	allow	VBN
cord-351030-jqqxqjzf	49	4	without	without	IN
cord-351030-jqqxqjzf	49	5	permission	permission	NN
cord-351030-jqqxqjzf	49	6	.	.	.
cord-351030-jqqxqjzf	50	1	(	(	-LRB-
cord-351030-jqqxqjzf	50	2	which	which	WDT
cord-351030-jqqxqjzf	50	3	was	be	VBD
cord-351030-jqqxqjzf	50	4	not	not	RB
cord-351030-jqqxqjzf	50	5	certified	certify	VBN
cord-351030-jqqxqjzf	50	6	by	by	IN
cord-351030-jqqxqjzf	50	7	peer	peer	NN
cord-351030-jqqxqjzf	50	8	review	review	NN
cord-351030-jqqxqjzf	50	9	)	)	-RRB-
cord-351030-jqqxqjzf	50	10	is	be	VBZ
cord-351030-jqqxqjzf	50	11	the	the	DT
cord-351030-jqqxqjzf	50	12	author	author	NN
cord-351030-jqqxqjzf	50	13	/	/	SYM
cord-351030-jqqxqjzf	50	14	funder	funder	NN
cord-351030-jqqxqjzf	50	15	,	,	,
cord-351030-jqqxqjzf	50	16	who	who	WP
cord-351030-jqqxqjzf	50	17	has	have	VBZ
cord-351030-jqqxqjzf	50	18	granted	grant	VBN
cord-351030-jqqxqjzf	50	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	50	20	a	a	DT
cord-351030-jqqxqjzf	50	21	license	license	NN
cord-351030-jqqxqjzf	50	22	to	to	TO
cord-351030-jqqxqjzf	50	23	display	display	VB
cord-351030-jqqxqjzf	50	24	the	the	DT
cord-351030-jqqxqjzf	50	25	preprint	preprint	NN
cord-351030-jqqxqjzf	50	26	in	in	IN
cord-351030-jqqxqjzf	50	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	50	28	.	.	.
cord-351030-jqqxqjzf	50	29	 	 	_SP
cord-351030-jqqxqjzf	51	1	The	the	DT
cord-351030-jqqxqjzf	51	2	real	real	JJ
cord-351030-jqqxqjzf	51	3	epidemic	epidemic	NN
cord-351030-jqqxqjzf	51	4	data	datum	NNS
cord-351030-jqqxqjzf	51	5	set	set	VBN
cord-351030-jqqxqjzf	51	6	used	use	VBN
cord-351030-jqqxqjzf	51	7	in	in	IN
cord-351030-jqqxqjzf	51	8	this	this	DT
cord-351030-jqqxqjzf	51	9	article	article	NN
cord-351030-jqqxqjzf	51	10	mainly	mainly	RB
cord-351030-jqqxqjzf	51	11	comes	come	VBZ
cord-351030-jqqxqjzf	51	12	from	from	IN
cord-351030-jqqxqjzf	51	13	the	the	DT
cord-351030-jqqxqjzf	51	14	website	website	NN
cord-351030-jqqxqjzf	51	15	:	:	:
cord-351030-jqqxqjzf	51	16	https://github.com/	https://github.com/	ADD
cord-351030-jqqxqjzf	52	1	BlankerL	blankerl	NN
cord-351030-jqqxqjzf	53	1	/DXY	/DXY	.
cord-351030-jqqxqjzf	53	2	-	-	:
cord-351030-jqqxqjzf	53	3	COVID-19-Data，Including	covid-19-data，include	VBG
cord-351030-jqqxqjzf	53	4	the	the	DT
cord-351030-jqqxqjzf	53	5	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	53	6	number	number	NN
cord-351030-jqqxqjzf	53	7	of	of	IN
cord-351030-jqqxqjzf	53	8	confirmed	confirm	VBN
cord-351030-jqqxqjzf	53	9	cases	case	NNS
cord-351030-jqqxqjzf	53	10	and	and	CC
cord-351030-jqqxqjzf	53	11	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	53	12	number	number	NN
cord-351030-jqqxqjzf	53	13	of	of	IN
cord-351030-jqqxqjzf	53	14	cured	cure	VBN
cord-351030-jqqxqjzf	53	15	cases	case	NNS
cord-351030-jqqxqjzf	53	16	from	from	IN
cord-351030-jqqxqjzf	53	17	January	January	NNP
cord-351030-jqqxqjzf	53	18	19	19	CD
cord-351030-jqqxqjzf	53	19	to	to	IN
cord-351030-jqqxqjzf	53	20	April	April	NNP
cord-351030-jqqxqjzf	53	21	2	2	CD
cord-351030-jqqxqjzf	53	22	,	,	,
cord-351030-jqqxqjzf	53	23	2020	2020	CD
cord-351030-jqqxqjzf	53	24	.	.	.
cord-351030-jqqxqjzf	54	1	This	this	DT
cord-351030-jqqxqjzf	54	2	article	article	NN
cord-351030-jqqxqjzf	54	3	uses	use	VBZ
cord-351030-jqqxqjzf	54	4	a	a	DT
cord-351030-jqqxqjzf	54	5	Gaussian	gaussian	JJ
cord-351030-jqqxqjzf	54	6	graph	graph	NN
cord-351030-jqqxqjzf	54	7	model	model	NN
cord-351030-jqqxqjzf	54	8	based	base	VBN
cord-351030-jqqxqjzf	54	9	on	on	IN
cord-351030-jqqxqjzf	54	10	Lasso	Lasso	NNP
cord-351030-jqqxqjzf	54	11	to	to	TO
cord-351030-jqqxqjzf	54	12	construct	construct	VB
cord-351030-jqqxqjzf	54	13	an	an	DT
cord-351030-jqqxqjzf	54	14	international	international	JJ
cord-351030-jqqxqjzf	54	15	epidemic	epidemic	NN
cord-351030-jqqxqjzf	54	16	spread	spread	NN
cord-351030-jqqxqjzf	54	17	network	network	NN
cord-351030-jqqxqjzf	54	18	.	.	.
cord-351030-jqqxqjzf	55	1	We	-PRON-	PRP
cord-351030-jqqxqjzf	55	2	use	use	VBP
cord-351030-jqqxqjzf	55	3	a	a	DT
cord-351030-jqqxqjzf	55	4	Neighborhood	Neighborhood	NNP
cord-351030-jqqxqjzf	55	5	selection	selection	NN
cord-351030-jqqxqjzf	55	6	strategy	strategy	NN
cord-351030-jqqxqjzf	55	7	to	to	TO
cord-351030-jqqxqjzf	55	8	solve	solve	VB
cord-351030-jqqxqjzf	55	9	the	the	DT
cord-351030-jqqxqjzf	55	10	covariance	covariance	NN
cord-351030-jqqxqjzf	55	11	selection	selection	NN
cord-351030-jqqxqjzf	55	12	problem	problem	NN
cord-351030-jqqxqjzf	55	13	.	.	.
cord-351030-jqqxqjzf	56	1	The	the	DT
cord-351030-jqqxqjzf	56	2	specific	specific	JJ
cord-351030-jqqxqjzf	56	3	model	model	NN
cord-351030-jqqxqjzf	56	4	is	be	VBZ
cord-351030-jqqxqjzf	56	5	as	as	IN
cord-351030-jqqxqjzf	56	6	follows	follow	VBZ
cord-351030-jqqxqjzf	56	7	:	:	:
cord-351030-jqqxqjzf	57	1	Consider	consider	VB
cord-351030-jqqxqjzf	57	2	n	n	JJ
cord-351030-jqqxqjzf	57	3	-	-	JJ
cord-351030-jqqxqjzf	57	4	dimensional	dimensional	JJ
cord-351030-jqqxqjzf	57	5	multivariate	multivariate	NN
cord-351030-jqqxqjzf	57	6	normally	normally	RB
cord-351030-jqqxqjzf	57	7	distributed	distribute	VBD
cord-351030-jqqxqjzf	57	8	random	random	JJ
cord-351030-jqqxqjzf	57	9	variables	variable	NNS
cord-351030-jqqxqjzf	57	10	=	=	,
cord-351030-jqqxqjzf	57	11	(	(	-LRB-
cord-351030-jqqxqjzf	57	12	1	1	CD
cord-351030-jqqxqjzf	57	13	,	,	,
cord-351030-jqqxqjzf	57	14	⋯⋯	⋯⋯	NNS
cord-351030-jqqxqjzf	57	15	)	)	-RRB-
cord-351030-jqqxqjzf	57	16	∼	∼	NNP
cord-351030-jqqxqjzf	57	17	,	,	,
cord-351030-jqqxqjzf	57	18	∑	∑	NNP
cord-351030-jqqxqjzf	57	19	.This	.This	NNP
cord-351030-jqqxqjzf	57	20	includes	include	VBZ
cord-351030-jqqxqjzf	57	21	Gaussian	gaussian	JJ
cord-351030-jqqxqjzf	57	22	linear	linear	JJ
cord-351030-jqqxqjzf	57	23	models	model	NNS
cord-351030-jqqxqjzf	57	24	,	,	,
cord-351030-jqqxqjzf	57	25	for	for	IN
cord-351030-jqqxqjzf	57	26	example	example	NN
cord-351030-jqqxqjzf	57	27	,	,	,
cord-351030-jqqxqjzf	57	28	1	1	CD
cord-351030-jqqxqjzf	57	29	is	be	VBZ
cord-351030-jqqxqjzf	57	30	the	the	DT
cord-351030-jqqxqjzf	57	31	response	response	NN
cord-351030-jqqxqjzf	57	32	variable	variable	NN
cord-351030-jqqxqjzf	57	33	,	,	,
cord-351030-jqqxqjzf	57	34	Neighborhood	neighborhood	NN
cord-351030-jqqxqjzf	57	35	selection	selection	NN
cord-351030-jqqxqjzf	57	36	can	can	MD
cord-351030-jqqxqjzf	57	37	be	be	VB
cord-351030-jqqxqjzf	57	38	used	use	VBN
cord-351030-jqqxqjzf	57	39	as	as	IN
cord-351030-jqqxqjzf	57	40	a	a	DT
cord-351030-jqqxqjzf	57	41	standard	standard	JJ
cord-351030-jqqxqjzf	57	42	regression	regression	NN
cord-351030-jqqxqjzf	57	43	problem	problem	NN
cord-351030-jqqxqjzf	57	44	.	.	.
cord-351030-jqqxqjzf	58	1	It	-PRON-	PRP
cord-351030-jqqxqjzf	58	2	can	can	MD
cord-351030-jqqxqjzf	58	3	be	be	VB
cord-351030-jqqxqjzf	58	4	effectively	effectively	RB
cord-351030-jqqxqjzf	58	5	solved	solve	VBN
cord-351030-jqqxqjzf	58	6	by	by	IN
cord-351030-jqqxqjzf	58	7	Lasso	Lasso	NNP
cord-351030-jqqxqjzf	58	8	[	[	-LRB-
cord-351030-jqqxqjzf	58	9	7	7	CD
cord-351030-jqqxqjzf	58	10	]	]	-RRB-
cord-351030-jqqxqjzf	58	11	,	,	,
cord-351030-jqqxqjzf	58	12	as	as	IN
cord-351030-jqqxqjzf	58	13	shown	show	VBN
cord-351030-jqqxqjzf	58	14	in	in	IN
cord-351030-jqqxqjzf	58	15	this	this	DT
cord-351030-jqqxqjzf	58	16	article	article	NN
cord-351030-jqqxqjzf	58	17	.	.	.
cord-351030-jqqxqjzf	59	1	All	all	DT
cord-351030-jqqxqjzf	59	2	rights	right	NNS
cord-351030-jqqxqjzf	59	3	reserved	reserve	VBN
cord-351030-jqqxqjzf	59	4	.	.	.
cord-351030-jqqxqjzf	60	1	No	no	DT
cord-351030-jqqxqjzf	60	2	reuse	reuse	NN
cord-351030-jqqxqjzf	60	3	allowed	allow	VBN
cord-351030-jqqxqjzf	60	4	without	without	IN
cord-351030-jqqxqjzf	60	5	permission	permission	NN
cord-351030-jqqxqjzf	60	6	.	.	.
cord-351030-jqqxqjzf	61	1	(	(	-LRB-
cord-351030-jqqxqjzf	61	2	which	which	WDT
cord-351030-jqqxqjzf	61	3	was	be	VBD
cord-351030-jqqxqjzf	61	4	not	not	RB
cord-351030-jqqxqjzf	61	5	certified	certify	VBN
cord-351030-jqqxqjzf	61	6	by	by	IN
cord-351030-jqqxqjzf	61	7	peer	peer	NN
cord-351030-jqqxqjzf	61	8	review	review	NN
cord-351030-jqqxqjzf	61	9	)	)	-RRB-
cord-351030-jqqxqjzf	61	10	is	be	VBZ
cord-351030-jqqxqjzf	61	11	the	the	DT
cord-351030-jqqxqjzf	61	12	author	author	NN
cord-351030-jqqxqjzf	61	13	/	/	SYM
cord-351030-jqqxqjzf	61	14	funder	funder	NN
cord-351030-jqqxqjzf	61	15	,	,	,
cord-351030-jqqxqjzf	61	16	who	who	WP
cord-351030-jqqxqjzf	61	17	has	have	VBZ
cord-351030-jqqxqjzf	61	18	granted	grant	VBN
cord-351030-jqqxqjzf	61	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	61	20	a	a	DT
cord-351030-jqqxqjzf	61	21	license	license	NN
cord-351030-jqqxqjzf	61	22	to	to	TO
cord-351030-jqqxqjzf	61	23	display	display	VB
cord-351030-jqqxqjzf	61	24	the	the	DT
cord-351030-jqqxqjzf	61	25	preprint	preprint	NN
cord-351030-jqqxqjzf	61	26	in	in	IN
cord-351030-jqqxqjzf	61	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	61	28	.	.	.
cord-351030-jqqxqjzf	62	1	The	the	DT
cord-351030-jqqxqjzf	62	2	copyright	copyright	NN
cord-351030-jqqxqjzf	62	3	holder	holder	NN
cord-351030-jqqxqjzf	62	4	for	for	IN
cord-351030-jqqxqjzf	62	5	this	this	DT
cord-351030-jqqxqjzf	62	6	preprint	preprint	NN
cord-351030-jqqxqjzf	62	7	this	this	DT
cord-351030-jqqxqjzf	62	8	version	version	NN
cord-351030-jqqxqjzf	62	9	posted	post	VBN
cord-351030-jqqxqjzf	62	10	May	May	NNP
cord-351030-jqqxqjzf	62	11	16	16	CD
cord-351030-jqqxqjzf	62	12	,	,	,
cord-351030-jqqxqjzf	62	13	2020	2020	CD
cord-351030-jqqxqjzf	62	14	.	.	.
cord-351030-jqqxqjzf	62	15	.	.	.
cord-351030-jqqxqjzf	63	1	https://doi.org/10.1101/2020.05	https://doi.org/10.1101/2020.05	NNP
cord-351030-jqqxqjzf	63	2	.	.	.
cord-351030-jqqxqjzf	64	1	13.20099978	13.20099978	CD
cord-351030-jqqxqjzf	64	2	doi	doi	NN
cord-351030-jqqxqjzf	64	3	:	:	:
cord-351030-jqqxqjzf	65	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	65	2	preprint	preprint	NNP
cord-351030-jqqxqjzf	66	1	For	for	IN
cord-351030-jqqxqjzf	66	2	sparse	sparse	JJ
cord-351030-jqqxqjzf	66	3	high	high	JJ
cord-351030-jqqxqjzf	66	4	-	-	HYPH
cord-351030-jqqxqjzf	66	5	dimensional	dimensional	JJ
cord-351030-jqqxqjzf	66	6	graphs	graph	NNS
cord-351030-jqqxqjzf	66	7	,	,	,
cord-351030-jqqxqjzf	66	8	the	the	DT
cord-351030-jqqxqjzf	66	9	consistency	consistency	NN
cord-351030-jqqxqjzf	66	10	of	of	IN
cord-351030-jqqxqjzf	66	11	the	the	DT
cord-351030-jqqxqjzf	66	12	proposed	propose	VBN
cord-351030-jqqxqjzf	66	13	neighborhood	neighborhood	NN
cord-351030-jqqxqjzf	66	14	selection	selection	NN
cord-351030-jqqxqjzf	66	15	will	will	MD
cord-351030-jqqxqjzf	66	16	be	be	VB
cord-351030-jqqxqjzf	66	17	shown	show	VBN
cord-351030-jqqxqjzf	66	18	,	,	,
cord-351030-jqqxqjzf	66	19	the	the	DT
cord-351030-jqqxqjzf	66	20	number	number	NN
cord-351030-jqqxqjzf	66	21	of	of	IN
cord-351030-jqqxqjzf	66	22	variables	variable	NNS
cord-351030-jqqxqjzf	66	23	may	may	MD
cord-351030-jqqxqjzf	66	24	increase	increase	VB
cord-351030-jqqxqjzf	66	25	with	with	IN
cord-351030-jqqxqjzf	66	26	any	any	DT
cord-351030-jqqxqjzf	66	27	power	power	NN
cord-351030-jqqxqjzf	66	28	of	of	IN
cord-351030-jqqxqjzf	66	29	the	the	DT
cord-351030-jqqxqjzf	66	30	number	number	NN
cord-351030-jqqxqjzf	66	31	of	of	IN
cord-351030-jqqxqjzf	66	32	observations	observation	NNS
cord-351030-jqqxqjzf	66	33	(	(	-LRB-
cord-351030-jqqxqjzf	66	34	high	high	JJ
cord-351030-jqqxqjzf	66	35	-	-	HYPH
cord-351030-jqqxqjzf	66	36	dimensional	dimensional	JJ
cord-351030-jqqxqjzf	66	37	)	)	-RRB-
cord-351030-jqqxqjzf	66	38	,	,	,
cord-351030-jqqxqjzf	66	39	and	and	CC
cord-351030-jqqxqjzf	66	40	the	the	DT
cord-351030-jqqxqjzf	66	41	number	number	NN
cord-351030-jqqxqjzf	66	42	of	of	IN
cord-351030-jqqxqjzf	66	43	neighbors	neighbor	NNS
cord-351030-jqqxqjzf	66	44	of	of	IN
cord-351030-jqqxqjzf	66	45	any	any	DT
cord-351030-jqqxqjzf	66	46	variable	variable	NN
cord-351030-jqqxqjzf	66	47	is	be	VBZ
cord-351030-jqqxqjzf	66	48	the	the	DT
cord-351030-jqqxqjzf	66	49	slowest	slow	JJS
cord-351030-jqqxqjzf	66	50	than	than	IN
cord-351030-jqqxqjzf	66	51	the	the	DT
cord-351030-jqqxqjzf	66	52	number	number	NN
cord-351030-jqqxqjzf	66	53	of	of	IN
cord-351030-jqqxqjzf	66	54	observations	observation	NNS
cord-351030-jqqxqjzf	66	55	(	(	-LRB-
cord-351030-jqqxqjzf	66	56	sparseness	sparseness	NN
cord-351030-jqqxqjzf	66	57	)	)	-RRB-
cord-351030-jqqxqjzf	66	58	.	.	.
cord-351030-jqqxqjzf	67	1	Neighborhood	neighborhood	NN
cord-351030-jqqxqjzf	67	2	selection	selection	NN
cord-351030-jqqxqjzf	67	3	.	.	.
cord-351030-jqqxqjzf	68	1	As	as	IN
cord-351030-jqqxqjzf	68	2	we	-PRON-	PRP
cord-351030-jqqxqjzf	68	3	all	all	DT
cord-351030-jqqxqjzf	68	4	know	know	VBP
cord-351030-jqqxqjzf	68	5	,	,	,
cord-351030-jqqxqjzf	68	6	Lasso	Lasso	NNP
cord-351030-jqqxqjzf	68	7	[	[	-LRB-
cord-351030-jqqxqjzf	68	8	7	7	CD
cord-351030-jqqxqjzf	68	9	]	]	-RRB-
cord-351030-jqqxqjzf	68	10	proposed	propose	VBN
cord-351030-jqqxqjzf	68	11	by	by	IN
cord-351030-jqqxqjzf	68	12	Tibshirani	Tibshirani	NNP
cord-351030-jqqxqjzf	68	13	et	et	NNP
cord-351030-jqqxqjzf	68	14	.	.	.
cord-351030-jqqxqjzf	69	1	Al	Al	NNP
cord-351030-jqqxqjzf	69	2	.	.	.
cord-351030-jqqxqjzf	70	1	,	,	,
cord-351030-jqqxqjzf	70	2	In	in	IN
cord-351030-jqqxqjzf	70	3	the	the	DT
cord-351030-jqqxqjzf	70	4	context	context	NN
cord-351030-jqqxqjzf	70	5	of	of	IN
cord-351030-jqqxqjzf	70	6	wavelet	wavelet	JJ
cord-351030-jqqxqjzf	70	7	regression	regression	NN
cord-351030-jqqxqjzf	70	8	[	[	-LRB-
cord-351030-jqqxqjzf	70	9	8	8	CD
cord-351030-jqqxqjzf	70	10	]	]	-RRB-
cord-351030-jqqxqjzf	70	11	,	,	,
cord-351030-jqqxqjzf	70	12	it	-PRON-	PRP
cord-351030-jqqxqjzf	70	13	is	be	VBZ
cord-351030-jqqxqjzf	70	14	called	call	VBN
cord-351030-jqqxqjzf	70	15	basic	basic	JJ
cord-351030-jqqxqjzf	70	16	pursuit	pursuit	NN
cord-351030-jqqxqjzf	70	17	and	and	CC
cord-351030-jqqxqjzf	70	18	has	have	VBZ
cord-351030-jqqxqjzf	70	19	simplicity	simplicity	NN
cord-351030-jqqxqjzf	70	20	[	[	-LRB-
cord-351030-jqqxqjzf	70	21	8	8	CD
cord-351030-jqqxqjzf	70	22	]	]	-RRB-
cord-351030-jqqxqjzf	70	23	.When	.When	.
cord-351030-jqqxqjzf	71	1	the	the	DT
cord-351030-jqqxqjzf	71	2	forecast	forecast	NN
cord-351030-jqqxqjzf	71	3	has	have	VBZ
cord-351030-jqqxqjzf	71	4	all	all	DT
cord-351030-jqqxqjzf	71	5	remaining	remain	VBG
cord-351030-jqqxqjzf	71	6	variables	variable	NNS
cord-351030-jqqxqjzf	71	7	;	;	:
cord-351030-jqqxqjzf	71	8	Γ\	Γ\	NNP
cord-351030-jqqxqjzf	71	9	\	\	NN
cord-351030-jqqxqjzf	71	10	.	.	.
cord-351030-jqqxqjzf	72	1	The	the	DT
cord-351030-jqqxqjzf	72	2	estimated	estimate	VBN
cord-351030-jqqxqjzf	72	3	value	value	NN
cord-351030-jqqxqjzf	72	4	of	of	IN
cord-351030-jqqxqjzf	72	5	the	the	DT
cord-351030-jqqxqjzf	72	6	disappeared	disappeared	JJ
cord-351030-jqqxqjzf	72	7	lasso	lasso	NN
cord-351030-jqqxqjzf	72	8	coefficient	coefficient	NN
cord-351030-jqqxqjzf	72	9	asymptotically	asymptotically	RB
cord-351030-jqqxqjzf	72	10	identifies	identify	VBZ
cord-351030-jqqxqjzf	72	11	the	the	DT
cord-351030-jqqxqjzf	72	12	neighborhood	neighborhood	NN
cord-351030-jqqxqjzf	72	13	of	of	IN
cord-351030-jqqxqjzf	72	14	node	node	NN
cord-351030-jqqxqjzf	72	15	a	a	DT
cord-351030-jqqxqjzf	72	16	in	in	IN
cord-351030-jqqxqjzf	72	17	the	the	DT
cord-351030-jqqxqjzf	72	18	graph	graph	NN
cord-351030-jqqxqjzf	72	19	,	,	,
cord-351030-jqqxqjzf	72	20	as	as	IN
cord-351030-jqqxqjzf	72	21	shown	show	VBN
cord-351030-jqqxqjzf	72	22	below	below	RB
cord-351030-jqqxqjzf	72	23	.	.	.
cord-351030-jqqxqjzf	73	1	Let	let	VB
cord-351030-jqqxqjzf	73	2	×	×	NN
cord-351030-jqqxqjzf	73	3	dimensional	dimensional	JJ
cord-351030-jqqxqjzf	73	4	matrix	matrix	NN
cord-351030-jqqxqjzf	73	5	contain	contain	VBP
cord-351030-jqqxqjzf	73	6	independent	independent	JJ
cord-351030-jqqxqjzf	73	7	observations	observation	NNS
cord-351030-jqqxqjzf	73	8	.	.	.
cord-351030-jqqxqjzf	74	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	74	2	,	,	,
cord-351030-jqqxqjzf	74	3	for	for	IN
cord-351030-jqqxqjzf	74	4	all	all	DT
cord-351030-jqqxqjzf	74	5	Γ	Γ	NNP
cord-351030-jqqxqjzf	74	6	,	,	,
cord-351030-jqqxqjzf	74	7	Column	column	NN
cord-351030-jqqxqjzf	74	8	corresponds	correspond	VBZ
cord-351030-jqqxqjzf	74	9	to	to	IN
cord-351030-jqqxqjzf	74	10	a	a	DT
cord-351030-jqqxqjzf	74	11	vector	vector	NN
cord-351030-jqqxqjzf	74	12	of	of	IN
cord-351030-jqqxqjzf	74	13	independent	independent	JJ
cord-351030-jqqxqjzf	74	14	observations	observation	NNS
cord-351030-jqqxqjzf	74	15	.	.	.
cord-351030-jqqxqjzf	75	1	Let	let	VB
cord-351030-jqqxqjzf	75	2	•	•	NNP
cord-351030-jqqxqjzf	75	3	,	,	,
cord-351030-jqqxqjzf	75	4	•	•	NNP
cord-351030-jqqxqjzf	75	5	be	be	VB
cord-351030-jqqxqjzf	75	6	the	the	DT
cord-351030-jqqxqjzf	75	7	usual	usual	JJ
cord-351030-jqqxqjzf	75	8	inner	inner	JJ
cord-351030-jqqxqjzf	75	9	product	product	NN
cord-351030-jqqxqjzf	75	10	on	on	IN
cord-351030-jqqxqjzf	75	11	Rn	Rn	NNP
cord-351030-jqqxqjzf	75	12	,	,	,
cord-351030-jqqxqjzf	75	13	and	and	CC
cord-351030-jqqxqjzf	75	14	•	•	NNP
cord-351030-jqqxqjzf	75	15	2	2	CD
cord-351030-jqqxqjzf	75	16	is	be	VBZ
cord-351030-jqqxqjzf	75	17	the	the	DT
cord-351030-jqqxqjzf	75	18	corresponding	correspond	VBG
cord-351030-jqqxqjzf	75	19	norm	norm	NN
cord-351030-jqqxqjzf	75	20	[	[	-LRB-
cord-351030-jqqxqjzf	75	21	9	9	CD
cord-351030-jqqxqjzf	75	22	]	]	-RRB-
cord-351030-jqqxqjzf	75	23	.	.	.
cord-351030-jqqxqjzf	76	1	Lasso	Lasso	NNP
cord-351030-jqqxqjzf	76	2	estimates	estimate	VBZ
cord-351030-jqqxqjzf	76	3	the	the	DT
cord-351030-jqqxqjzf	76	4	formula	formula	NN
cord-351030-jqqxqjzf	76	5	of	of	IN
cord-351030-jqqxqjzf	76	6	in	in	IN
cord-351030-jqqxqjzf	76	7	,	,	,
cord-351030-jqqxqjzf	76	8	as	as	IN
cord-351030-jqqxqjzf	76	9	formula	formula	NN
cord-351030-jqqxqjzf	76	10	(	(	-LRB-
cord-351030-jqqxqjzf	76	11	1	1	CD
cord-351030-jqqxqjzf	76	12	)	)	-RRB-
cord-351030-jqqxqjzf	76	13	:	:	:
cord-351030-jqqxqjzf	76	14	Is	be	VBZ
cord-351030-jqqxqjzf	76	15	the	the	DT
cord-351030-jqqxqjzf	76	16	1	1	CD
cord-351030-jqqxqjzf	76	17	norm	norm	NN
cord-351030-jqqxqjzf	76	18	of	of	IN
cord-351030-jqqxqjzf	76	19	the	the	DT
cord-351030-jqqxqjzf	76	20	coefficient	coefficient	NN
cord-351030-jqqxqjzf	76	21	vector	vector	NN
cord-351030-jqqxqjzf	76	22	.	.	.
cord-351030-jqqxqjzf	77	1	It	-PRON-	PRP
cord-351030-jqqxqjzf	77	2	is	be	VBZ
cord-351030-jqqxqjzf	77	3	recommended	recommend	VBN
cord-351030-jqqxqjzf	77	4	to	to	TO
cord-351030-jqqxqjzf	77	5	normalize	normalize	VB
cord-351030-jqqxqjzf	77	6	all	all	DT
cord-351030-jqqxqjzf	77	7	variables	variable	NNS
cord-351030-jqqxqjzf	77	8	to	to	IN
cord-351030-jqqxqjzf	77	9	a	a	DT
cord-351030-jqqxqjzf	77	10	common	common	JJ
cord-351030-jqqxqjzf	77	11	empirical	empirical	JJ
cord-351030-jqqxqjzf	77	12	variance	variance	NN
cord-351030-jqqxqjzf	77	13	in	in	IN
cord-351030-jqqxqjzf	77	14	the	the	DT
cord-351030-jqqxqjzf	77	15	above	above	JJ
cord-351030-jqqxqjzf	77	16	formula	formula	NN
cord-351030-jqqxqjzf	77	17	.	.	.
cord-351030-jqqxqjzf	78	1	The	the	DT
cord-351030-jqqxqjzf	78	2	solution	solution	NN
cord-351030-jqqxqjzf	78	3	of	of	IN
cord-351030-jqqxqjzf	78	4	the	the	DT
cord-351030-jqqxqjzf	78	5	above	above	JJ
cord-351030-jqqxqjzf	78	6	formula	formula	NN
cord-351030-jqqxqjzf	78	7	is	be	VBZ
cord-351030-jqqxqjzf	78	8	not	not	RB
cord-351030-jqqxqjzf	78	9	necessarily	necessarily	RB
cord-351030-jqqxqjzf	78	10	unique	unique	JJ
cord-351030-jqqxqjzf	78	11	.	.	.
cord-351030-jqqxqjzf	79	1	However	however	RB
cord-351030-jqqxqjzf	79	2	,	,	,
cord-351030-jqqxqjzf	79	3	if	if	IN
cord-351030-jqqxqjzf	79	4	the	the	DT
cord-351030-jqqxqjzf	79	5	uniqueness	uniqueness	NN
cord-351030-jqqxqjzf	79	6	fails	fail	VBZ
cord-351030-jqqxqjzf	79	7	,	,	,
cord-351030-jqqxqjzf	79	8	the	the	DT
cord-351030-jqqxqjzf	79	9	solution	solution	NN
cord-351030-jqqxqjzf	79	10	set	set	NN
cord-351030-jqqxqjzf	79	11	is	be	VBZ
cord-351030-jqqxqjzf	79	12	still	still	RB
cord-351030-jqqxqjzf	79	13	convex	convex	JJ
cord-351030-jqqxqjzf	79	14	,	,	,
cord-351030-jqqxqjzf	79	15	and	and	CC
cord-351030-jqqxqjzf	79	16	all	all	DT
cord-351030-jqqxqjzf	79	17	of	of	IN
cord-351030-jqqxqjzf	79	18	our	-PRON-	PRP$
cord-351030-jqqxqjzf	79	19	results	result	NNS
cord-351030-jqqxqjzf	79	20	on	on	IN
cord-351030-jqqxqjzf	79	21	the	the	DT
cord-351030-jqqxqjzf	79	22	neighborhood	neighborhood	NN
cord-351030-jqqxqjzf	79	23	apply	apply	VB
cord-351030-jqqxqjzf	79	24	to	to	IN
cord-351030-jqqxqjzf	79	25	any	any	DT
cord-351030-jqqxqjzf	79	26	solution	solution	NN
cord-351030-jqqxqjzf	79	27	of	of	IN
cord-351030-jqqxqjzf	79	28	the	the	DT
cord-351030-jqqxqjzf	79	29	above	above	JJ
cord-351030-jqqxqjzf	79	30	formula	formula	NN
cord-351030-jqqxqjzf	79	31	.	.	.
cord-351030-jqqxqjzf	80	1	Other	other	JJ
cord-351030-jqqxqjzf	80	2	regression	regression	NN
cord-351030-jqqxqjzf	80	3	estimates	estimate	NNS
cord-351030-jqqxqjzf	80	4	based	base	VBN
cord-351030-jqqxqjzf	80	5	on	on	IN
cord-351030-jqqxqjzf	80	6	the	the	DT
cord-351030-jqqxqjzf	80	7	norm	norm	NN
cord-351030-jqqxqjzf	80	8	have	have	VBP
cord-351030-jqqxqjzf	80	9	been	be	VBN
cord-351030-jqqxqjzf	80	10	proposed	propose	VBN
cord-351030-jqqxqjzf	80	11	,	,	,
cord-351030-jqqxqjzf	80	12	where	where	WRB
cord-351030-jqqxqjzf	80	13	is	be	VBZ
cord-351030-jqqxqjzf	80	14	usually	usually	RB
cord-351030-jqqxqjzf	80	15	in	in	IN
cord-351030-jqqxqjzf	80	16	the	the	DT
cord-351030-jqqxqjzf	80	17	range	range	NN
cord-351030-jqqxqjzf	80	18	[	[	-LRB-
cord-351030-jqqxqjzf	80	19	0,2	0,2	CD
cord-351030-jqqxqjzf	80	20	]	]	-RRB-
cord-351030-jqqxqjzf	81	1	(	(	-LRB-
cord-351030-jqqxqjzf	81	2	reference	reference	NN
cord-351030-jqqxqjzf	81	3	[	[	-LRB-
cord-351030-jqqxqjzf	81	4	10	10	CD
cord-351030-jqqxqjzf	81	5	]	]	-RRB-
cord-351030-jqqxqjzf	81	6	)	)	-RRB-
cord-351030-jqqxqjzf	81	7	.	.	.
cord-351030-jqqxqjzf	82	1	A	a	DT
cord-351030-jqqxqjzf	82	2	value	value	NN
cord-351030-jqqxqjzf	82	3	of	of	IN
cord-351030-jqqxqjzf	82	4	=	=	SYM
cord-351030-jqqxqjzf	82	5	2	2	CD
cord-351030-jqqxqjzf	82	6	will	will	MD
cord-351030-jqqxqjzf	82	7	result	result	VB
cord-351030-jqqxqjzf	82	8	in	in	IN
cord-351030-jqqxqjzf	82	9	a	a	DT
cord-351030-jqqxqjzf	82	10	ridge	ridge	NN
cord-351030-jqqxqjzf	82	11	estimate	estimate	NN
cord-351030-jqqxqjzf	82	12	and	and	CC
cord-351030-jqqxqjzf	82	13	=	=	NFP
cord-351030-jqqxqjzf	83	1	t	t	NNP
cord-351030-jqqxqjzf	83	2	corresponds	correspond	VBZ
cord-351030-jqqxqjzf	83	3	to	to	IN
cord-351030-jqqxqjzf	83	4	the	the	DT
cord-351030-jqqxqjzf	83	5	traditional	traditional	JJ
cord-351030-jqqxqjzf	83	6	model	model	NN
cord-351030-jqqxqjzf	83	7	selection	selection	NN
cord-351030-jqqxqjzf	83	8	.	.	.
cord-351030-jqqxqjzf	84	1	As	as	IN
cord-351030-jqqxqjzf	84	2	we	-PRON-	PRP
cord-351030-jqqxqjzf	84	3	all	all	DT
cord-351030-jqqxqjzf	84	4	know	know	VBP
cord-351030-jqqxqjzf	84	5	,	,	,
cord-351030-jqqxqjzf	84	6	only	only	RB
cord-351030-jqqxqjzf	84	7	when	when	WRB
cord-351030-jqqxqjzf	84	8	1	1	CD
cord-351030-jqqxqjzf	84	9	,	,	,
cord-351030-jqqxqjzf	84	10	the	the	DT
cord-351030-jqqxqjzf	84	11	estimated	estimate	VBN
cord-351030-jqqxqjzf	84	12	value	value	NN
cord-351030-jqqxqjzf	84	13	has	have	VBZ
cord-351030-jqqxqjzf	84	14	a	a	DT
cord-351030-jqqxqjzf	84	15	parsimony	parsimony	NN
cord-351030-jqqxqjzf	84	16	property	property	NN
cord-351030-jqqxqjzf	84	17	(	(	-LRB-
cord-351030-jqqxqjzf	84	18	some	some	DT
cord-351030-jqqxqjzf	84	19	components	component	NNS
cord-351030-jqqxqjzf	84	20	happen	happen	VBP
cord-351030-jqqxqjzf	84	21	to	to	TO
cord-351030-jqqxqjzf	84	22	be	be	VB
cord-351030-jqqxqjzf	84	23	zero	zero	CD
cord-351030-jqqxqjzf	84	24	)	)	-RRB-
cord-351030-jqqxqjzf	84	25	,	,	,
cord-351030-jqqxqjzf	84	26	For	for	IN
cord-351030-jqqxqjzf	84	27	≥	≥	CD
cord-351030-jqqxqjzf	84	28	1	1	CD
cord-351030-jqqxqjzf	84	29	,	,	,
cord-351030-jqqxqjzf	84	30	the	the	DT
cord-351030-jqqxqjzf	84	31	optimization	optimization	NN
cord-351030-jqqxqjzf	84	32	problem	problem	NN
cord-351030-jqqxqjzf	84	33	in	in	IN
cord-351030-jqqxqjzf	84	34	the	the	DT
cord-351030-jqqxqjzf	84	35	above	above	JJ
cord-351030-jqqxqjzf	84	36	formula	formula	NN
cord-351030-jqqxqjzf	84	37	is	be	VBZ
cord-351030-jqqxqjzf	84	38	only	only	RB
cord-351030-jqqxqjzf	84	39	convex	convex	JJ
cord-351030-jqqxqjzf	84	40	.	.	.
cord-351030-jqqxqjzf	85	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	85	2	,	,	,
cord-351030-jqqxqjzf	85	3	the	the	DT
cord-351030-jqqxqjzf	85	4	minimization	minimization	NN
cord-351030-jqqxqjzf	85	5	of	of	IN
cord-351030-jqqxqjzf	85	6	empirical	empirical	JJ
cord-351030-jqqxqjzf	85	7	risk	risk	NN
cord-351030-jqqxqjzf	85	8	constrained	constrain	VBN
cord-351030-jqqxqjzf	85	9	by	by	IN
cord-351030-jqqxqjzf	85	10	1	1	CD
cord-351030-jqqxqjzf	85	11	occupies	occupy	VBZ
cord-351030-jqqxqjzf	85	12	unique	unique	JJ
cord-351030-jqqxqjzf	85	13	position	position	NN
cord-351030-jqqxqjzf	85	14	,	,	,
cord-351030-jqqxqjzf	85	15	Due	due	IN
cord-351030-jqqxqjzf	85	16	to	to	IN
cord-351030-jqqxqjzf	85	17	=	=	SYM
cord-351030-jqqxqjzf	85	18	1	1	CD
cord-351030-jqqxqjzf	85	19	is	be	VBZ
cord-351030-jqqxqjzf	85	20	the	the	DT
cord-351030-jqqxqjzf	85	21	only	only	JJ
cord-351030-jqqxqjzf	85	22	value	value	NN
cord-351030-jqqxqjzf	85	23	of	of	IN
cord-351030-jqqxqjzf	85	24	,	,	,
cord-351030-jqqxqjzf	85	25	the	the	DT
cord-351030-jqqxqjzf	85	26	variable	variable	JJ
cord-351030-jqqxqjzf	85	27	selection	selection	NN
cord-351030-jqqxqjzf	85	28	is	be	VBZ
cord-351030-jqqxqjzf	85	29	performed	perform	VBN
cord-351030-jqqxqjzf	85	30	on	on	IN
cord-351030-jqqxqjzf	85	31	this	this	DT
cord-351030-jqqxqjzf	85	32	value	value	NN
cord-351030-jqqxqjzf	85	33	,	,	,
cord-351030-jqqxqjzf	85	34	and	and	CC
cord-351030-jqqxqjzf	85	35	the	the	DT
cord-351030-jqqxqjzf	85	36	optimization	optimization	NN
cord-351030-jqqxqjzf	85	37	problem	problem	NN
cord-351030-jqqxqjzf	85	38	is	be	VBZ
cord-351030-jqqxqjzf	85	39	still	still	RB
cord-351030-jqqxqjzf	85	40	convex	convex	JJ
cord-351030-jqqxqjzf	85	41	,	,	,
cord-351030-jqqxqjzf	85	42	so	so	CC
cord-351030-jqqxqjzf	85	43	it	-PRON-	PRP
cord-351030-jqqxqjzf	85	44	is	be	VBZ
cord-351030-jqqxqjzf	85	45	feasible	feasible	JJ
cord-351030-jqqxqjzf	85	46	for	for	IN
cord-351030-jqqxqjzf	85	47	high	high	JJ
cord-351030-jqqxqjzf	85	48	-	-	HYPH
cord-351030-jqqxqjzf	85	49	dimensional	dimensional	JJ
cord-351030-jqqxqjzf	85	50	problems	problem	NNS
cord-351030-jqqxqjzf	85	51	.	.	.
cord-351030-jqqxqjzf	86	1	The	the	DT
cord-351030-jqqxqjzf	86	2	neighborhood	neighborhood	NN
cord-351030-jqqxqjzf	86	3	estimate	estimate	NN
cord-351030-jqqxqjzf	86	4	(	(	-LRB-
cord-351030-jqqxqjzf	86	5	parameterized	parameterize	VBN
cord-351030-jqqxqjzf	86	6	by	by	IN
cord-351030-jqqxqjzf	86	7	λ	λ	NN
cord-351030-jqqxqjzf	86	8	)	)	-RRB-
cord-351030-jqqxqjzf	86	9	is	be	VBZ
cord-351030-jqqxqjzf	86	10	defined	define	VBN
cord-351030-jqqxqjzf	86	11	by	by	IN
cord-351030-jqqxqjzf	86	12	the	the	DT
cord-351030-jqqxqjzf	86	13	nonzero	nonzero	NN
cord-351030-jqqxqjzf	86	14	coefficient	coefficient	NN
cord-351030-jqqxqjzf	86	15	estimate	estimate	NN
cord-351030-jqqxqjzf	86	16	of	of	IN
cord-351030-jqqxqjzf	86	17	1	1	CD
cord-351030-jqqxqjzf	86	18	penalty	penalty	NN
cord-351030-jqqxqjzf	86	19	regression	regression	NN
cord-351030-jqqxqjzf	86	20	as	as	IN
cord-351030-jqqxqjzf	86	21	formula	formula	NN
cord-351030-jqqxqjzf	86	22	(	(	-LRB-
cord-351030-jqqxqjzf	86	23	2	2	CD
cord-351030-jqqxqjzf	86	24	)	)	-RRB-
cord-351030-jqqxqjzf	86	25	:	:	:
cord-351030-jqqxqjzf	86	26	All	all	DT
cord-351030-jqqxqjzf	86	27	rights	right	NNS
cord-351030-jqqxqjzf	86	28	reserved	reserve	VBN
cord-351030-jqqxqjzf	86	29	.	.	.
cord-351030-jqqxqjzf	87	1	No	no	DT
cord-351030-jqqxqjzf	87	2	reuse	reuse	NN
cord-351030-jqqxqjzf	87	3	allowed	allow	VBN
cord-351030-jqqxqjzf	87	4	without	without	IN
cord-351030-jqqxqjzf	87	5	permission	permission	NN
cord-351030-jqqxqjzf	87	6	.	.	.
cord-351030-jqqxqjzf	88	1	(	(	-LRB-
cord-351030-jqqxqjzf	88	2	which	which	WDT
cord-351030-jqqxqjzf	88	3	was	be	VBD
cord-351030-jqqxqjzf	88	4	not	not	RB
cord-351030-jqqxqjzf	88	5	certified	certify	VBN
cord-351030-jqqxqjzf	88	6	by	by	IN
cord-351030-jqqxqjzf	88	7	peer	peer	NN
cord-351030-jqqxqjzf	88	8	review	review	NN
cord-351030-jqqxqjzf	88	9	)	)	-RRB-
cord-351030-jqqxqjzf	88	10	is	be	VBZ
cord-351030-jqqxqjzf	88	11	the	the	DT
cord-351030-jqqxqjzf	88	12	author	author	NN
cord-351030-jqqxqjzf	88	13	/	/	SYM
cord-351030-jqqxqjzf	88	14	funder	funder	NN
cord-351030-jqqxqjzf	88	15	,	,	,
cord-351030-jqqxqjzf	88	16	who	who	WP
cord-351030-jqqxqjzf	88	17	has	have	VBZ
cord-351030-jqqxqjzf	88	18	granted	grant	VBN
cord-351030-jqqxqjzf	88	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	88	20	a	a	DT
cord-351030-jqqxqjzf	88	21	license	license	NN
cord-351030-jqqxqjzf	88	22	to	to	TO
cord-351030-jqqxqjzf	88	23	display	display	VB
cord-351030-jqqxqjzf	88	24	the	the	DT
cord-351030-jqqxqjzf	88	25	preprint	preprint	NN
cord-351030-jqqxqjzf	88	26	in	in	IN
cord-351030-jqqxqjzf	88	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	88	28	.	.	.
cord-351030-jqqxqjzf	88	29	 	 	_SP
cord-351030-jqqxqjzf	89	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	89	2	,	,	,
cord-351030-jqqxqjzf	89	3	each	each	DT
cord-351030-jqqxqjzf	89	4	choice	choice	NN
cord-351030-jqqxqjzf	89	5	of	of	IN
cord-351030-jqqxqjzf	89	6	penalty	penalty	NN
cord-351030-jqqxqjzf	89	7	parameter	parameter	NN
cord-351030-jqqxqjzf	89	8	λ	λ	NN
cord-351030-jqqxqjzf	89	9	specifies	specify	VBZ
cord-351030-jqqxqjzf	89	10	the	the	DT
cord-351030-jqqxqjzf	89	11	estimate	estimate	NN
cord-351030-jqqxqjzf	89	12	of	of	IN
cord-351030-jqqxqjzf	89	13	the	the	DT
cord-351030-jqqxqjzf	89	14	neighborhood	neighborhood	NN
cord-351030-jqqxqjzf	89	15	of	of	IN
cord-351030-jqqxqjzf	89	16	node	node	NN
cord-351030-jqqxqjzf	89	17	Γ	Γ	NNP
cord-351030-jqqxqjzf	89	18	,	,	,
cord-351030-jqqxqjzf	89	19	and	and	CC
cord-351030-jqqxqjzf	89	20	the	the	DT
cord-351030-jqqxqjzf	89	21	rest	rest	NN
cord-351030-jqqxqjzf	89	22	is	be	VBZ
cord-351030-jqqxqjzf	89	23	to	to	TO
cord-351030-jqqxqjzf	89	24	choose	choose	VB
cord-351030-jqqxqjzf	89	25	the	the	DT
cord-351030-jqqxqjzf	89	26	appropriate	appropriate	JJ
cord-351030-jqqxqjzf	89	27	penalty	penalty	NN
cord-351030-jqqxqjzf	89	28	parameter	parameter	NN
cord-351030-jqqxqjzf	89	29	.	.	.
cord-351030-jqqxqjzf	90	1	A	a	DT
cord-351030-jqqxqjzf	90	2	larger	large	JJR
cord-351030-jqqxqjzf	90	3	penalty	penalty	NN
cord-351030-jqqxqjzf	90	4	value	value	NN
cord-351030-jqqxqjzf	90	5	tends	tend	VBZ
cord-351030-jqqxqjzf	90	6	to	to	TO
cord-351030-jqqxqjzf	90	7	reduce	reduce	VB
cord-351030-jqqxqjzf	90	8	the	the	DT
cord-351030-jqqxqjzf	90	9	size	size	NN
cord-351030-jqqxqjzf	90	10	of	of	IN
cord-351030-jqqxqjzf	90	11	the	the	DT
cord-351030-jqqxqjzf	90	12	estimated	estimate	VBN
cord-351030-jqqxqjzf	90	13	set	set	NN
cord-351030-jqqxqjzf	90	14	,	,	,
cord-351030-jqqxqjzf	90	15	and	and	CC
cord-351030-jqqxqjzf	90	16	if	if	IN
cord-351030-jqqxqjzf	90	17	the	the	DT
cord-351030-jqqxqjzf	90	18	value	value	NN
cord-351030-jqqxqjzf	90	19	of	of	IN
cord-351030-jqqxqjzf	90	20	λ	λ	NN
cord-351030-jqqxqjzf	90	21	decreases	decrease	VBZ
cord-351030-jqqxqjzf	90	22	,	,	,
cord-351030-jqqxqjzf	90	23	usually	usually	RB
cord-351030-jqqxqjzf	90	24	more	more	JJR
cord-351030-jqqxqjzf	90	25	variables	variable	NNS
cord-351030-jqqxqjzf	90	26	are	be	VBP
cord-351030-jqqxqjzf	90	27	included	include	VBN
cord-351030-jqqxqjzf	90	28	in	in	IN
cord-351030-jqqxqjzf	90	29	the	the	DT
cord-351030-jqqxqjzf	90	30	estimated	estimate	VBN
cord-351030-jqqxqjzf	90	31	value	value	NN
cord-351030-jqqxqjzf	90	32	.	.	.
cord-351030-jqqxqjzf	91	1	Predict	predict	VB
cord-351030-jqqxqjzf	91	2	Oracle	Oracle	NNP
cord-351030-jqqxqjzf	91	3	solutions	solution	NNS
cord-351030-jqqxqjzf	91	4	.	.	.
cord-351030-jqqxqjzf	92	1	A	a	DT
cord-351030-jqqxqjzf	92	2	seemingly	seemingly	RB
cord-351030-jqqxqjzf	92	3	useful	useful	JJ
cord-351030-jqqxqjzf	92	4	choice	choice	NN
cord-351030-jqqxqjzf	92	5	of	of	IN
cord-351030-jqqxqjzf	92	6	penalty	penalty	NN
cord-351030-jqqxqjzf	92	7	parameters	parameter	NNS
cord-351030-jqqxqjzf	92	8	is	be	VBZ
cord-351030-jqqxqjzf	92	9	(	(	-LRB-
cord-351030-jqqxqjzf	92	10	unavailable	unavailable	JJ
cord-351030-jqqxqjzf	92	11	)	)	-RRB-
cord-351030-jqqxqjzf	92	12	to	to	TO
cord-351030-jqqxqjzf	92	13	predict	predict	VB
cord-351030-jqqxqjzf	92	14	the	the	DT
cord-351030-jqqxqjzf	92	15	oracle	oracle	NNP
cord-351030-jqqxqjzf	92	16	value	value	NN
cord-351030-jqqxqjzf	92	17	as	as	IN
cord-351030-jqqxqjzf	92	18	formula	formula	NN
cord-351030-jqqxqjzf	92	19	(	(	-LRB-
cord-351030-jqqxqjzf	92	20	3	3	CD
cord-351030-jqqxqjzf	92	21	)	)	-RRB-
cord-351030-jqqxqjzf	92	22	:	:	:
cord-351030-jqqxqjzf	92	23	Expectation	expectation	NN
cord-351030-jqqxqjzf	92	24	is	be	VBZ
cord-351030-jqqxqjzf	92	25	understood	understand	VBN
cord-351030-jqqxqjzf	92	26	to	to	TO
cord-351030-jqqxqjzf	92	27	be	be	VB
cord-351030-jqqxqjzf	92	28	about	about	IN
cord-351030-jqqxqjzf	92	29	the	the	DT
cord-351030-jqqxqjzf	92	30	new	new	JJ
cord-351030-jqqxqjzf	92	31	,	,	,
cord-351030-jqqxqjzf	92	32	which	which	WDT
cord-351030-jqqxqjzf	92	33	has	have	VBZ
cord-351030-jqqxqjzf	92	34	nothing	nothing	NN
cord-351030-jqqxqjzf	92	35	to	to	TO
cord-351030-jqqxqjzf	92	36	do	do	VB
cord-351030-jqqxqjzf	92	37	with	with	IN
cord-351030-jqqxqjzf	92	38	the	the	DT
cord-351030-jqqxqjzf	92	39	samples	sample	NNS
cord-351030-jqqxqjzf	92	40	that	that	WDT
cord-351030-jqqxqjzf	92	41	estimate	estimate	NN
cord-351030-jqqxqjzf	92	42	,	,	,
cord-351030-jqqxqjzf	92	43	.	.	.
cord-351030-jqqxqjzf	93	1	The	the	DT
cord-351030-jqqxqjzf	93	2	prediction	prediction	NN
cord-351030-jqqxqjzf	93	3	penalty	penalty	NN
cord-351030-jqqxqjzf	93	4	minimizes	minimize	VBZ
cord-351030-jqqxqjzf	93	5	the	the	DT
cord-351030-jqqxqjzf	93	6	prediction	prediction	NN
cord-351030-jqqxqjzf	93	7	risk	risk	NN
cord-351030-jqqxqjzf	93	8	in	in	IN
cord-351030-jqqxqjzf	93	9	all	all	DT
cord-351030-jqqxqjzf	93	10	Lasso	Lasso	NNP
cord-351030-jqqxqjzf	93	11	estimates	estimate	NNS
cord-351030-jqqxqjzf	93	12	.	.	.
cord-351030-jqqxqjzf	94	1	The	the	DT
cord-351030-jqqxqjzf	94	2	h	h	NN
cord-351030-jqqxqjzf	94	3	m	m	NN
cord-351030-jqqxqjzf	94	4	estimate	estimate	NN
cord-351030-jqqxqjzf	94	5	is	be	VBZ
cord-351030-jqqxqjzf	94	6	obtained	obtain	VBN
cord-351030-jqqxqjzf	94	7	by	by	IN
cord-351030-jqqxqjzf	94	8	selecting	select	VBG
cord-351030-jqqxqjzf	94	9	m	m	NNP
cord-351030-jqqxqjzf	94	10	for	for	IN
cord-351030-jqqxqjzf	94	11	cross	cross	NN
cord-351030-jqqxqjzf	94	12	-	-	NN
cord-351030-jqqxqjzf	94	13	validation	validation	NN
cord-351030-jqqxqjzf	94	14	.	.	.
cord-351030-jqqxqjzf	95	1	Shao	Shao	NNP
cord-351030-jqqxqjzf	95	2	[	[	-LRB-
cord-351030-jqqxqjzf	95	3	11	11	CD
cord-351030-jqqxqjzf	95	4	]	]	-RRB-
cord-351030-jqqxqjzf	95	5	showed	show	VBD
cord-351030-jqqxqjzf	95	6	that	that	IN
cord-351030-jqqxqjzf	95	7	for	for	IN
cord-351030-jqqxqjzf	95	8	a	a	DT
cord-351030-jqqxqjzf	95	9	10-penalty	10-penalty	CD
cord-351030-jqqxqjzf	95	10	return	return	NN
cord-351030-jqqxqjzf	95	11	.	.	.
cord-351030-jqqxqjzf	96	1	The	the	DT
cord-351030-jqqxqjzf	96	2	cross	cross	NN
cord-351030-jqqxqjzf	96	3	-	-	JJ
cord-351030-jqqxqjzf	96	4	validation	validation	JJ
cord-351030-jqqxqjzf	96	5	selection	selection	NN
cord-351030-jqqxqjzf	96	6	of	of	IN
cord-351030-jqqxqjzf	96	7	penalty	penalty	NN
cord-351030-jqqxqjzf	96	8	parameters	parameter	NNS
cord-351030-jqqxqjzf	96	9	is	be	VBZ
cord-351030-jqqxqjzf	96	10	consistent	consistent	JJ
cord-351030-jqqxqjzf	96	11	with	with	IN
cord-351030-jqqxqjzf	96	12	the	the	DT
cord-351030-jqqxqjzf	96	13	model	model	NN
cord-351030-jqqxqjzf	96	14	selection	selection	NN
cord-351030-jqqxqjzf	96	15	of	of	IN
cord-351030-jqqxqjzf	96	16	the	the	DT
cord-351030-jqqxqjzf	96	17	verification	verification	NN
cord-351030-jqqxqjzf	96	18	set	set	VBN
cord-351030-jqqxqjzf	96	19	size	size	NN
cord-351030-jqqxqjzf	96	20	under	under	IN
cord-351030-jqqxqjzf	96	21	certain	certain	JJ
cord-351030-jqqxqjzf	96	22	conditions	condition	NNS
cord-351030-jqqxqjzf	96	23	.	.	.
cord-351030-jqqxqjzf	97	1	Predict	predict	VB
cord-351030-jqqxqjzf	97	2	that	that	IN
cord-351030-jqqxqjzf	97	3	the	the	DT
cord-351030-jqqxqjzf	97	4	Oracle	Oracle	NNP
cord-351030-jqqxqjzf	97	5	solution	solution	NN
cord-351030-jqqxqjzf	97	6	will	will	MD
cord-351030-jqqxqjzf	97	7	not	not	RB
cord-351030-jqqxqjzf	97	8	lead	lead	VB
cord-351030-jqqxqjzf	97	9	to	to	IN
cord-351030-jqqxqjzf	97	10	consistent	consistent	JJ
cord-351030-jqqxqjzf	97	11	model	model	NN
cord-351030-jqqxqjzf	97	12	selection	selection	NN
cord-351030-jqqxqjzf	97	13	for	for	IN
cord-351030-jqqxqjzf	97	14	Lasso	Lasso	NNP
cord-351030-jqqxqjzf	97	15	.	.	.
cord-351030-jqqxqjzf	98	1	In	in	IN
cord-351030-jqqxqjzf	98	2	∑	∑	NNP
cord-351030-jqqxqjzf	98	3	=	=	SYM
cord-351030-jqqxqjzf	98	4	∑	∑	NNP
cord-351030-jqqxqjzf	98	5	=	=	NNP
cord-351030-jqqxqjzf	98	6	.	.	.
cord-351030-jqqxqjzf	99	1	For	for	IN
cord-351030-jqqxqjzf	99	2	some	some	DT
cord-351030-jqqxqjzf	99	3	t	t	XX
cord-351030-jqqxqjzf	99	4	<	<	XX
cord-351030-jqqxqjzf	99	5	<	<	XX
cord-351030-jqqxqjzf	99	6	1	1	CD
cord-351030-jqqxqjzf	99	7	and	and	CC
cord-351030-jqqxqjzf	99	8	all	all	DT
cord-351030-jqqxqjzf	99	9	.	.	.
cord-351030-jqqxqjzf	100	1	Under	under	IN
cord-351030-jqqxqjzf	100	2	the	the	DT
cord-351030-jqqxqjzf	100	3	prediction	prediction	NN
cord-351030-jqqxqjzf	100	4	oracle	oracle	NNP
cord-351030-jqqxqjzf	100	5	penalty	penalty	NNP
cord-351030-jqqxqjzf	100	6	,	,	,
cord-351030-jqqxqjzf	100	7	the	the	DT
cord-351030-jqqxqjzf	100	8	probability	probability	NN
cord-351030-jqqxqjzf	100	9	of	of	IN
cord-351030-jqqxqjzf	100	10	choosing	choose	VBG
cord-351030-jqqxqjzf	100	11	the	the	DT
cord-351030-jqqxqjzf	100	12	wrong	wrong	JJ
cord-351030-jqqxqjzf	100	13	neighborhood	neighborhood	NN
cord-351030-jqqxqjzf	100	14	for	for	IN
cord-351030-jqqxqjzf	100	15	node	node	NN
cord-351030-jqqxqjzf	100	16	converges	converge	VBZ
cord-351030-jqqxqjzf	100	17	to	to	IN
cord-351030-jqqxqjzf	100	18	1	1	CD
cord-351030-jqqxqjzf	100	19	as	as	IN
cord-351030-jqqxqjzf	100	20	formula	formula	NN
cord-351030-jqqxqjzf	100	21	(	(	-LRB-
cord-351030-jqqxqjzf	100	22	4	4	CD
cord-351030-jqqxqjzf	100	23	)	)	-RRB-
cord-351030-jqqxqjzf	100	24	:	:	:
cord-351030-jqqxqjzf	101	1	From	from	IN
cord-351030-jqqxqjzf	101	2	the	the	DT
cord-351030-jqqxqjzf	101	3	proof	proof	NN
cord-351030-jqqxqjzf	101	4	of	of	IN
cord-351030-jqqxqjzf	101	5	Proposition	Proposition	NNP
cord-351030-jqqxqjzf	101	6	1	1	CD
cord-351030-jqqxqjzf	101	7	,	,	,
cord-351030-jqqxqjzf	101	8	it	-PRON-	PRP
cord-351030-jqqxqjzf	101	9	can	can	MD
cord-351030-jqqxqjzf	101	10	be	be	VB
cord-351030-jqqxqjzf	101	11	concluded	conclude	VBN
cord-351030-jqqxqjzf	101	12	that	that	IN
cord-351030-jqqxqjzf	101	13	many	many	JJ
cord-351030-jqqxqjzf	101	14	noise	noise	NN
cord-351030-jqqxqjzf	101	15	variables	variable	NNS
cord-351030-jqqxqjzf	101	16	are	be	VBP
cord-351030-jqqxqjzf	101	17	included	include	VBN
cord-351030-jqqxqjzf	101	18	in	in	IN
cord-351030-jqqxqjzf	101	19	the	the	DT
cord-351030-jqqxqjzf	101	20	prediction	prediction	NN
cord-351030-jqqxqjzf	101	21	of	of	IN
cord-351030-jqqxqjzf	101	22	the	the	DT
cord-351030-jqqxqjzf	101	23	neighborhood	neighborhood	NN
cord-351030-jqqxqjzf	101	24	of	of	IN
cord-351030-jqqxqjzf	101	25	the	the	DT
cord-351030-jqqxqjzf	101	26	Oracle	Oracle	NNP
cord-351030-jqqxqjzf	101	27	solution	solution	NN
cord-351030-jqqxqjzf	101	28	.	.	.
cord-351030-jqqxqjzf	102	1	In	in	IN
cord-351030-jqqxqjzf	102	2	fact	fact	NN
cord-351030-jqqxqjzf	102	3	,	,	,
cord-351030-jqqxqjzf	102	4	for	for	IN
cord-351030-jqqxqjzf	102	5	a	a	DT
cord-351030-jqqxqjzf	102	6	fixed	fix	VBN
cord-351030-jqqxqjzf	102	7	number	number	NN
cord-351030-jqqxqjzf	102	8	of	of	IN
cord-351030-jqqxqjzf	102	9	variables	variable	NNS
cord-351030-jqqxqjzf	102	10	,	,	,
cord-351030-jqqxqjzf	102	11	the	the	DT
cord-351030-jqqxqjzf	102	12	possibility	possibility	NN
cord-351030-jqqxqjzf	102	13	of	of	IN
cord-351030-jqqxqjzf	102	14	including	include	VBG
cord-351030-jqqxqjzf	102	15	noise	noise	NN
cord-351030-jqqxqjzf	102	16	variables	variable	NNS
cord-351030-jqqxqjzf	102	17	in	in	IN
cord-351030-jqqxqjzf	102	18	prediction	prediction	NN
cord-351030-jqqxqjzf	102	19	predictions	prediction	NNS
cord-351030-jqqxqjzf	102	20	will	will	MD
cord-351030-jqqxqjzf	102	21	not	not	RB
cord-351030-jqqxqjzf	102	22	even	even	RB
cord-351030-jqqxqjzf	102	23	disappear	disappear	VB
cord-351030-jqqxqjzf	102	24	gradually	gradually	RB
cord-351030-jqqxqjzf	102	25	.	.	.
cord-351030-jqqxqjzf	103	1	If	if	IN
cord-351030-jqqxqjzf	103	2	the	the	DT
cord-351030-jqqxqjzf	103	3	selected	select	VBN
cord-351030-jqqxqjzf	103	4	penalty	penalty	NN
cord-351030-jqqxqjzf	103	5	is	be	VBZ
cord-351030-jqqxqjzf	103	6	greater	great	JJR
cord-351030-jqqxqjzf	103	7	than	than	IN
cord-351030-jqqxqjzf	103	8	the	the	DT
cord-351030-jqqxqjzf	103	9	predicted	predict	VBN
cord-351030-jqqxqjzf	103	10	optimal	optimal	JJ
cord-351030-jqqxqjzf	103	11	value	value	NN
cord-351030-jqqxqjzf	103	12	,	,	,
cord-351030-jqqxqjzf	103	13	then	then	RB
cord-351030-jqqxqjzf	103	14	Lasso	Lasso	NNP
cord-351030-jqqxqjzf	103	15	can	can	MD
cord-351030-jqqxqjzf	103	16	be	be	VB
cord-351030-jqqxqjzf	103	17	used	use	VBN
cord-351030-jqqxqjzf	103	18	for	for	IN
cord-351030-jqqxqjzf	103	19	consistent	consistent	JJ
cord-351030-jqqxqjzf	103	20	neighborhood	neighborhood	NN
cord-351030-jqqxqjzf	103	21	selection	selection	NN
cord-351030-jqqxqjzf	103	22	.	.	.
cord-351030-jqqxqjzf	104	1	All	all	DT
cord-351030-jqqxqjzf	104	2	rights	right	NNS
cord-351030-jqqxqjzf	104	3	reserved	reserve	VBN
cord-351030-jqqxqjzf	104	4	.	.	.
cord-351030-jqqxqjzf	105	1	No	no	DT
cord-351030-jqqxqjzf	105	2	reuse	reuse	NN
cord-351030-jqqxqjzf	105	3	allowed	allow	VBN
cord-351030-jqqxqjzf	105	4	without	without	IN
cord-351030-jqqxqjzf	105	5	permission	permission	NN
cord-351030-jqqxqjzf	105	6	.	.	.
cord-351030-jqqxqjzf	106	1	(	(	-LRB-
cord-351030-jqqxqjzf	106	2	which	which	WDT
cord-351030-jqqxqjzf	106	3	was	be	VBD
cord-351030-jqqxqjzf	106	4	not	not	RB
cord-351030-jqqxqjzf	106	5	certified	certify	VBN
cord-351030-jqqxqjzf	106	6	by	by	IN
cord-351030-jqqxqjzf	106	7	peer	peer	NN
cord-351030-jqqxqjzf	106	8	review	review	NN
cord-351030-jqqxqjzf	106	9	)	)	-RRB-
cord-351030-jqqxqjzf	106	10	is	be	VBZ
cord-351030-jqqxqjzf	106	11	the	the	DT
cord-351030-jqqxqjzf	106	12	author	author	NN
cord-351030-jqqxqjzf	106	13	/	/	SYM
cord-351030-jqqxqjzf	106	14	funder	funder	NN
cord-351030-jqqxqjzf	106	15	,	,	,
cord-351030-jqqxqjzf	106	16	who	who	WP
cord-351030-jqqxqjzf	106	17	has	have	VBZ
cord-351030-jqqxqjzf	106	18	granted	grant	VBN
cord-351030-jqqxqjzf	106	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	106	20	a	a	DT
cord-351030-jqqxqjzf	106	21	license	license	NN
cord-351030-jqqxqjzf	106	22	to	to	TO
cord-351030-jqqxqjzf	106	23	display	display	VB
cord-351030-jqqxqjzf	106	24	the	the	DT
cord-351030-jqqxqjzf	106	25	preprint	preprint	NN
cord-351030-jqqxqjzf	106	26	in	in	IN
cord-351030-jqqxqjzf	106	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	106	28	.	.	.
cord-351030-jqqxqjzf	107	1	does	do	VBZ
cord-351030-jqqxqjzf	107	2	not	not	RB
cord-351030-jqqxqjzf	107	3	need	need	VB
cord-351030-jqqxqjzf	107	4	to	to	TO
cord-351030-jqqxqjzf	107	5	set	set	VB
cord-351030-jqqxqjzf	107	6	the	the	DT
cord-351030-jqqxqjzf	107	7	learning	learning	NN
cord-351030-jqqxqjzf	107	8	rate	rate	NN
cord-351030-jqqxqjzf	107	9	.	.	.
cord-351030-jqqxqjzf	108	1	However	however	RB
cord-351030-jqqxqjzf	108	2	,	,	,
cord-351030-jqqxqjzf	108	3	there	there	EX
cord-351030-jqqxqjzf	108	4	is	be	VBZ
cord-351030-jqqxqjzf	108	5	an	an	DT
cord-351030-jqqxqjzf	108	6	additional	additional	JJ
cord-351030-jqqxqjzf	108	7	regularization	regularization	NN
cord-351030-jqqxqjzf	108	8	parameter	parameter	NN
cord-351030-jqqxqjzf	108	9	C	c	NN
cord-351030-jqqxqjzf	108	10	than	than	IN
cord-351030-jqqxqjzf	108	11	the	the	DT
cord-351030-jqqxqjzf	108	12	perceptron	perceptron	NN
cord-351030-jqqxqjzf	108	13	.	.	.
cord-351030-jqqxqjzf	109	1	Similar	similar	JJ
cord-351030-jqqxqjzf	109	2	to	to	IN
cord-351030-jqqxqjzf	109	3	most	most	JJS
cord-351030-jqqxqjzf	109	4	regression	regression	NN
cord-351030-jqqxqjzf	109	5	algorithms	algorithm	NNS
cord-351030-jqqxqjzf	109	6	,	,	,
cord-351030-jqqxqjzf	109	7	the	the	DT
cord-351030-jqqxqjzf	109	8	purpose	purpose	NN
cord-351030-jqqxqjzf	109	9	of	of	IN
cord-351030-jqqxqjzf	109	10	Passive	Passive	NNP
cord-351030-jqqxqjzf	109	11	Aggressive	Aggressive	NNP
cord-351030-jqqxqjzf	109	12	Algorithms	Algorithms	NNP
cord-351030-jqqxqjzf	109	13	is	be	VBZ
cord-351030-jqqxqjzf	109	14	to	to	TO
cord-351030-jqqxqjzf	109	15	use	use	VB
cord-351030-jqqxqjzf	109	16	training	training	NN
cord-351030-jqqxqjzf	109	17	samples	sample	NNS
cord-351030-jqqxqjzf	109	18	to	to	TO
cord-351030-jqqxqjzf	109	19	learn	learn	VB
cord-351030-jqqxqjzf	109	20	relevant	relevant	JJ
cord-351030-jqqxqjzf	109	21	parameters	parameter	NNS
cord-351030-jqqxqjzf	109	22	to	to	TO
cord-351030-jqqxqjzf	109	23	minimize	minimize	VB
cord-351030-jqqxqjzf	109	24	the	the	DT
cord-351030-jqqxqjzf	109	25	value	value	NN
cord-351030-jqqxqjzf	109	26	of	of	IN
cord-351030-jqqxqjzf	109	27	the	the	DT
cord-351030-jqqxqjzf	109	28	loss	loss	NN
cord-351030-jqqxqjzf	109	29	function	function	NN
cord-351030-jqqxqjzf	109	30	[	[	-LRB-
cord-351030-jqqxqjzf	109	31	12	12	CD
cord-351030-jqqxqjzf	109	32	]	]	-RRB-
cord-351030-jqqxqjzf	109	33	.	.	.
cord-351030-jqqxqjzf	110	1	In	in	IN
cord-351030-jqqxqjzf	110	2	the	the	DT
cord-351030-jqqxqjzf	110	3	learning	learning	NN
cord-351030-jqqxqjzf	110	4	of	of	IN
cord-351030-jqqxqjzf	110	5	training	training	NN
cord-351030-jqqxqjzf	110	6	samples	sample	NNS
cord-351030-jqqxqjzf	110	7	(	(	-LRB-
cord-351030-jqqxqjzf	110	8	‫,ݔ‬ǡ	‫,ݔ‬ǡ	NNP
cord-351030-jqqxqjzf	110	9	)	)	-RRB-
cord-351030-jqqxqjzf	110	10	one	one	CD
cord-351030-jqqxqjzf	110	11	by	by	IN
cord-351030-jqqxqjzf	110	12	one	one	CD
cord-351030-jqqxqjzf	110	13	,	,	,
cord-351030-jqqxqjzf	110	14	Passive	Passive	NNP
cord-351030-jqqxqjzf	110	15	Aggressive	Aggressive	NNP
cord-351030-jqqxqjzf	110	16	Algorithms	Algorithms	NNP
cord-351030-jqqxqjzf	110	17	uses	use	VBZ
cord-351030-jqqxqjzf	110	18	stochastic	stochastic	JJ
cord-351030-jqqxqjzf	110	19	gradient	gradient	NN
cord-351030-jqqxqjzf	110	20	algorithms	algorithm	NNS
cord-351030-jqqxqjzf	110	21	to	to	TO
cord-351030-jqqxqjzf	110	22	update	update	VB
cord-351030-jqqxqjzf	110	23	parameters	parameter	NNS
cord-351030-jqqxqjzf	110	24	.	.	.
cord-351030-jqqxqjzf	111	1	First	first	RB
cord-351030-jqqxqjzf	111	2	,	,	,
cord-351030-jqqxqjzf	111	3	the	the	DT
cord-351030-jqqxqjzf	111	4	gradient	gradient	NN
cord-351030-jqqxqjzf	111	5	∇	∇	NNP
cord-351030-jqqxqjzf	111	6	of	of	IN
cord-351030-jqqxqjzf	111	7	the	the	DT
cord-351030-jqqxqjzf	111	8	loss	loss	NN
cord-351030-jqqxqjzf	111	9	J	J	NNP
cord-351030-jqqxqjzf	111	10	associated	associate	VBD
cord-351030-jqqxqjzf	111	11	with	with	IN
cord-351030-jqqxqjzf	111	12	the	the	DT
cord-351030-jqqxqjzf	111	13	newly	newly	RB
cord-351030-jqqxqjzf	111	14	input	input	JJ
cord-351030-jqqxqjzf	111	15	training	training	NN
cord-351030-jqqxqjzf	111	16	samples	sample	NNS
cord-351030-jqqxqjzf	111	17	(	(	-LRB-
cord-351030-jqqxqjzf	111	18	‫,ݔ‬ǡ	‫,ݔ‬ǡ	NNP
cord-351030-jqqxqjzf	111	19	)	)	-RRB-
cord-351030-jqqxqjzf	111	20	is	be	VBZ
cord-351030-jqqxqjzf	111	21	obtained	obtain	VBN
cord-351030-jqqxqjzf	111	22	.	.	.
cord-351030-jqqxqjzf	112	1	Then	then	RB
cord-351030-jqqxqjzf	112	2	update	update	VB
cord-351030-jqqxqjzf	112	3	the	the	DT
cord-351030-jqqxqjzf	112	4	parameter	parameter	NN
cord-351030-jqqxqjzf	112	5	in	in	IN
cord-351030-jqqxqjzf	112	6	the	the	DT
cord-351030-jqqxqjzf	112	7	direction	direction	NN
cord-351030-jqqxqjzf	112	8	of	of	IN
cord-351030-jqqxqjzf	112	9	gradient	gradient	NN
cord-351030-jqqxqjzf	112	10	descent	descent	NN
cord-351030-jqqxqjzf	112	11	as	as	IN
cord-351030-jqqxqjzf	112	12	formula	formula	NN
cord-351030-jqqxqjzf	112	13	(	(	-LRB-
cord-351030-jqqxqjzf	112	14	5	5	CD
cord-351030-jqqxqjzf	112	15	)	)	-RRB-
cord-351030-jqqxqjzf	112	16	:	:	:
cord-351030-jqqxqjzf	112	17	In	in	IN
cord-351030-jqqxqjzf	112	18	the	the	DT
cord-351030-jqqxqjzf	112	19	probability	probability	NN
cord-351030-jqqxqjzf	112	20	gradient	gradient	NN
cord-351030-jqqxqjzf	112	21	descent	descent	NN
cord-351030-jqqxqjzf	112	22	method	method	NN
cord-351030-jqqxqjzf	112	23	,	,	,
cord-351030-jqqxqjzf	112	24	When	when	WRB
cord-351030-jqqxqjzf	112	25	the	the	DT
cord-351030-jqqxqjzf	112	26	gradient	gradient	NN
cord-351030-jqqxqjzf	112	27	descent	descent	NN
cord-351030-jqqxqjzf	112	28	is	be	VBZ
cord-351030-jqqxqjzf	112	29	too	too	RB
cord-351030-jqqxqjzf	112	30	large	large	JJ
cord-351030-jqqxqjzf	112	31	,	,	,
cord-351030-jqqxqjzf	112	32	the	the	DT
cord-351030-jqqxqjzf	112	33	learning	learning	NN
cord-351030-jqqxqjzf	112	34	results	result	NNS
cord-351030-jqqxqjzf	112	35	tend	tend	VBP
cord-351030-jqqxqjzf	112	36	to	to	TO
cord-351030-jqqxqjzf	112	37	be	be	VB
cord-351030-jqqxqjzf	112	38	unstable	unstable	JJ
cord-351030-jqqxqjzf	112	39	;	;	:
cord-351030-jqqxqjzf	112	40	When	when	WRB
cord-351030-jqqxqjzf	112	41	the	the	DT
cord-351030-jqqxqjzf	112	42	gradient	gradient	NN
cord-351030-jqqxqjzf	112	43	descent	descent	NN
cord-351030-jqqxqjzf	112	44	is	be	VBZ
cord-351030-jqqxqjzf	112	45	too	too	RB
cord-351030-jqqxqjzf	112	46	small	small	JJ
cord-351030-jqqxqjzf	112	47	,	,	,
cord-351030-jqqxqjzf	112	48	it	-PRON-	PRP
cord-351030-jqqxqjzf	112	49	will	will	MD
cord-351030-jqqxqjzf	112	50	make	make	VB
cord-351030-jqqxqjzf	112	51	the	the	DT
cord-351030-jqqxqjzf	112	52	convergence	convergence	NN
cord-351030-jqqxqjzf	112	53	rate	rate	NN
cord-351030-jqqxqjzf	112	54	slower	slow	RBR
cord-351030-jqqxqjzf	112	55	.	.	.
cord-351030-jqqxqjzf	113	1	If	if	IN
cord-351030-jqqxqjzf	113	2	researchers	researcher	NNS
cord-351030-jqqxqjzf	113	3	can	can	MD
cord-351030-jqqxqjzf	113	4	reasonably	reasonably	RB
cord-351030-jqqxqjzf	113	5	choose	choose	VB
cord-351030-jqqxqjzf	113	6	the	the	DT
cord-351030-jqqxqjzf	113	7	loss	loss	NN
cord-351030-jqqxqjzf	113	8	function	function	NN
cord-351030-jqqxqjzf	113	9	.	.	.
cord-351030-jqqxqjzf	114	1	It	-PRON-	PRP
cord-351030-jqqxqjzf	114	2	can	can	MD
cord-351030-jqqxqjzf	114	3	make	make	VB
cord-351030-jqqxqjzf	114	4	the	the	DT
cord-351030-jqqxqjzf	114	5	gradient	gradient	NN
cord-351030-jqqxqjzf	114	6	drop	drop	VB
cord-351030-jqqxqjzf	114	7	to	to	IN
cord-351030-jqqxqjzf	114	8	the	the	DT
cord-351030-jqqxqjzf	114	9	bottom	bottom	NN
cord-351030-jqqxqjzf	114	10	of	of	IN
cord-351030-jqqxqjzf	114	11	the	the	DT
cord-351030-jqqxqjzf	114	12	valley	valley	NN
cord-351030-jqqxqjzf	114	13	quickly	quickly	RB
cord-351030-jqqxqjzf	114	14	.	.	.
cord-351030-jqqxqjzf	115	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	115	2	,	,	,
cord-351030-jqqxqjzf	115	3	a	a	DT
cord-351030-jqqxqjzf	115	4	penalty	penalty	NN
cord-351030-jqqxqjzf	115	5	coefficient	coefficient	NN
cord-351030-jqqxqjzf	115	6	is	be	VBZ
cord-351030-jqqxqjzf	115	7	generally	generally	RB
cord-351030-jqqxqjzf	115	8	introduced	introduce	VBN
cord-351030-jqqxqjzf	115	9	.	.	.
cord-351030-jqqxqjzf	116	1	That	that	RB
cord-351030-jqqxqjzf	116	2	is	is	RB
cord-351030-jqqxqjzf	116	3	,	,	,
cord-351030-jqqxqjzf	116	4	when	when	WRB
cord-351030-jqqxqjzf	116	5	deviating	deviate	VBG
cord-351030-jqqxqjzf	116	6	from	from	IN
cord-351030-jqqxqjzf	116	7	the	the	DT
cord-351030-jqqxqjzf	116	8	current	current	JJ
cord-351030-jqqxqjzf	116	9	solution	solution	NN
cord-351030-jqqxqjzf	116	10	,	,	,
cord-351030-jqqxqjzf	116	11	make	make	VB
cord-351030-jqqxqjzf	116	12	appropriate	appropriate	JJ
cord-351030-jqqxqjzf	116	13	adjustments	adjustment	NNS
cord-351030-jqqxqjzf	116	14	to	to	IN
cord-351030-jqqxqjzf	116	15	the	the	DT
cord-351030-jqqxqjzf	116	16	amount	amount	NN
cord-351030-jqqxqjzf	116	17	of	of	IN
cord-351030-jqqxqjzf	116	18	gradient	gradient	NN
cord-351030-jqqxqjzf	116	19	descent	descent	NN
cord-351030-jqqxqjzf	116	20	.	.	.
cord-351030-jqqxqjzf	117	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	117	2	,	,	,
cord-351030-jqqxqjzf	117	3	we	-PRON-	PRP
cord-351030-jqqxqjzf	117	4	can	can	MD
cord-351030-jqqxqjzf	117	5	get	get	VB
cord-351030-jqqxqjzf	117	6	formula	formula	NN
cord-351030-jqqxqjzf	117	7	(	(	-LRB-
cord-351030-jqqxqjzf	117	8	6	6	CD
cord-351030-jqqxqjzf	117	9	)	)	-RRB-
cord-351030-jqqxqjzf	117	10	:	:	:
cord-351030-jqqxqjzf	117	11	λ	λ	NN
cord-351030-jqqxqjzf	117	12	is	be	VBZ
cord-351030-jqqxqjzf	117	13	a	a	DT
cord-351030-jqqxqjzf	117	14	positive	positive	JJ
cord-351030-jqqxqjzf	117	15	scalar	scalar	NN
cord-351030-jqqxqjzf	117	16	.	.	.
cord-351030-jqqxqjzf	118	1	Such	such	PDT
cord-351030-jqqxqjzf	118	2	a	a	DT
cord-351030-jqqxqjzf	118	3	learning	learning	NN
cord-351030-jqqxqjzf	118	4	method	method	NN
cord-351030-jqqxqjzf	118	5	can	can	MD
cord-351030-jqqxqjzf	118	6	effectively	effectively	RB
cord-351030-jqqxqjzf	118	7	suppress	suppress	VB
cord-351030-jqqxqjzf	118	8	the	the	DT
cord-351030-jqqxqjzf	118	9	gradient	gradient	NN
cord-351030-jqqxqjzf	118	10	descent	descent	NN
cord-351030-jqqxqjzf	118	11	.	.	.
cord-351030-jqqxqjzf	119	1	This	this	DT
cord-351030-jqqxqjzf	119	2	Algorithms	Algorithms	NNP
cord-351030-jqqxqjzf	119	3	is	be	VBZ
cord-351030-jqqxqjzf	119	4	called	call	VBN
cord-351030-jqqxqjzf	119	5	Passive	Passive	NNP
cord-351030-jqqxqjzf	119	6	Aggressive	Aggressive	NNP
cord-351030-jqqxqjzf	119	7	Algorithms	Algorithms	NNP
cord-351030-jqqxqjzf	119	8	.	.	.
cord-351030-jqqxqjzf	120	1	The	the	DT
cord-351030-jqqxqjzf	120	2	specific	specific	JJ
cord-351030-jqqxqjzf	120	3	algorithms	algorithm	NNS
cord-351030-jqqxqjzf	120	4	of	of	IN
cord-351030-jqqxqjzf	120	5	Passive	Passive	NNP
cord-351030-jqqxqjzf	120	6	Aggressive	Aggressive	NNP
cord-351030-jqqxqjzf	120	7	Algorithms	Algorithms	NNP
cord-351030-jqqxqjzf	120	8	are	be	VBP
cord-351030-jqqxqjzf	120	9	:	:	:
cord-351030-jqqxqjzf	120	10	1	1	CD
cord-351030-jqqxqjzf	120	11	.	.	.
cord-351030-jqqxqjzf	121	1	Select	select	VB
cord-351030-jqqxqjzf	121	2	the	the	DT
cord-351030-jqqxqjzf	121	3	initial	initial	JJ
cord-351030-jqqxqjzf	121	4	value	value	NN
cord-351030-jqqxqjzf	121	5	,	,	,
cord-351030-jqqxqjzf	121	6	t	t	NN
cord-351030-jqqxqjzf	121	7	2	2	CD
cord-351030-jqqxqjzf	121	8	.	.	.
cord-351030-jqqxqjzf	122	1	Using	use	VBG
cord-351030-jqqxqjzf	122	2	the	the	DT
cord-351030-jqqxqjzf	122	3	newly	newly	RB
cord-351030-jqqxqjzf	122	4	input	input	JJ
cord-351030-jqqxqjzf	122	5	training	training	NN
cord-351030-jqqxqjzf	122	6	samples	sample	NNS
cord-351030-jqqxqjzf	122	7	(	(	-LRB-
cord-351030-jqqxqjzf	122	8	x	x	SYM
cord-351030-jqqxqjzf	122	9	,	,	,
cord-351030-jqqxqjzf	122	10	y	y	NNP
cord-351030-jqqxqjzf	122	11	)	)	-RRB-
cord-351030-jqqxqjzf	122	12	,	,	,
cord-351030-jqqxqjzf	122	13	formula	formula	NN
cord-351030-jqqxqjzf	122	14	6	6	CD
cord-351030-jqqxqjzf	122	15	is	be	VBZ
cord-351030-jqqxqjzf	122	16	updated	update	VBN
cord-351030-jqqxqjzf	122	17	for	for	IN
cord-351030-jqqxqjzf	122	18	the	the	DT
cord-351030-jqqxqjzf	122	19	parameter	parameter	NN
cord-351030-jqqxqjzf	122	20	as	as	IN
cord-351030-jqqxqjzf	122	21	formula	formula	NN
cord-351030-jqqxqjzf	122	22	(	(	-LRB-
cord-351030-jqqxqjzf	122	23	7	7	CD
cord-351030-jqqxqjzf	122	24	)	)	-RRB-
cord-351030-jqqxqjzf	122	25	.	.	.
cord-351030-jqqxqjzf	123	1	3	3	LS
cord-351030-jqqxqjzf	123	2	.	.	.
cord-351030-jqqxqjzf	124	1	Repeat	repeat	VB
cord-351030-jqqxqjzf	124	2	the	the	DT
cord-351030-jqqxqjzf	124	3	second	second	JJ
cord-351030-jqqxqjzf	124	4	step	step	NN
cord-351030-jqqxqjzf	124	5	until	until	IN
cord-351030-jqqxqjzf	124	6	convergence	convergence	NN
cord-351030-jqqxqjzf	124	7	All	all	DT
cord-351030-jqqxqjzf	124	8	rights	right	NNS
cord-351030-jqqxqjzf	124	9	reserved	reserve	VBN
cord-351030-jqqxqjzf	124	10	.	.	.
cord-351030-jqqxqjzf	125	1	No	no	DT
cord-351030-jqqxqjzf	125	2	reuse	reuse	NN
cord-351030-jqqxqjzf	125	3	allowed	allow	VBN
cord-351030-jqqxqjzf	125	4	without	without	IN
cord-351030-jqqxqjzf	125	5	permission	permission	NN
cord-351030-jqqxqjzf	125	6	.	.	.
cord-351030-jqqxqjzf	126	1	(	(	-LRB-
cord-351030-jqqxqjzf	126	2	which	which	WDT
cord-351030-jqqxqjzf	126	3	was	be	VBD
cord-351030-jqqxqjzf	126	4	not	not	RB
cord-351030-jqqxqjzf	126	5	certified	certify	VBN
cord-351030-jqqxqjzf	126	6	by	by	IN
cord-351030-jqqxqjzf	126	7	peer	peer	NN
cord-351030-jqqxqjzf	126	8	review	review	NN
cord-351030-jqqxqjzf	126	9	)	)	-RRB-
cord-351030-jqqxqjzf	126	10	is	be	VBZ
cord-351030-jqqxqjzf	126	11	the	the	DT
cord-351030-jqqxqjzf	126	12	author	author	NN
cord-351030-jqqxqjzf	126	13	/	/	SYM
cord-351030-jqqxqjzf	126	14	funder	funder	NN
cord-351030-jqqxqjzf	126	15	,	,	,
cord-351030-jqqxqjzf	126	16	who	who	WP
cord-351030-jqqxqjzf	126	17	has	have	VBZ
cord-351030-jqqxqjzf	126	18	granted	grant	VBN
cord-351030-jqqxqjzf	126	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	126	20	a	a	DT
cord-351030-jqqxqjzf	126	21	license	license	NN
cord-351030-jqqxqjzf	126	22	to	to	TO
cord-351030-jqqxqjzf	126	23	display	display	VB
cord-351030-jqqxqjzf	126	24	the	the	DT
cord-351030-jqqxqjzf	126	25	preprint	preprint	NN
cord-351030-jqqxqjzf	126	26	in	in	IN
cord-351030-jqqxqjzf	126	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	126	28	.	.	.
cord-351030-jqqxqjzf	127	1	The	the	DT
cord-351030-jqqxqjzf	127	2	copyright	copyright	NN
cord-351030-jqqxqjzf	127	3	holder	holder	NN
cord-351030-jqqxqjzf	127	4	for	for	IN
cord-351030-jqqxqjzf	127	5	this	this	DT
cord-351030-jqqxqjzf	127	6	preprint	preprint	NN
cord-351030-jqqxqjzf	127	7	this	this	DT
cord-351030-jqqxqjzf	127	8	version	version	NN
cord-351030-jqqxqjzf	127	9	posted	post	VBN
cord-351030-jqqxqjzf	127	10	May	May	NNP
cord-351030-jqqxqjzf	127	11	16	16	CD
cord-351030-jqqxqjzf	127	12	,	,	,
cord-351030-jqqxqjzf	127	13	2020	2020	CD
cord-351030-jqqxqjzf	127	14	.	.	.
cord-351030-jqqxqjzf	127	15	.	.	.
cord-351030-jqqxqjzf	128	1	https://doi.org/10.1101/2020.05	https://doi.org/10.1101/2020.05	NNP
cord-351030-jqqxqjzf	128	2	.	.	.
cord-351030-jqqxqjzf	129	1	13.20099978	13.20099978	CD
cord-351030-jqqxqjzf	129	2	doi	doi	NN
cord-351030-jqqxqjzf	129	3	:	:	:
cord-351030-jqqxqjzf	130	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	130	2	preprint	preprint	NNP
cord-351030-jqqxqjzf	131	1	In	in	IN
cord-351030-jqqxqjzf	131	2	the	the	DT
cord-351030-jqqxqjzf	131	3	regression	regression	NN
cord-351030-jqqxqjzf	131	4	problem	problem	NN
cord-351030-jqqxqjzf	131	5	,	,	,
cord-351030-jqqxqjzf	131	6	the	the	DT
cord-351030-jqqxqjzf	131	7	function	function	NN
cord-351030-jqqxqjzf	131	8	J	J	NNP
cord-351030-jqqxqjzf	131	9	(	(	-LRB-
cord-351030-jqqxqjzf	131	10	θ	θ	NNP
cord-351030-jqqxqjzf	131	11	)	)	-RRB-
cord-351030-jqqxqjzf	131	12	has	have	VBZ
cord-351030-jqqxqjzf	131	13	two	two	CD
cord-351030-jqqxqjzf	131	14	different	different	JJ
cord-351030-jqqxqjzf	131	15	ways	way	NNS
cord-351030-jqqxqjzf	131	16	:	:	:
cord-351030-jqqxqjzf	131	17	using	use	VBG
cord-351030-jqqxqjzf	131	18	1	1	CD
cord-351030-jqqxqjzf	131	19	h݉	h݉	XX
cord-351030-jqqxqjzf	131	20	and	and	CC
cord-351030-jqqxqjzf	131	21	2	2	CD
cord-351030-jqqxqjzf	131	22	h݉.	h݉.	NN
cord-351030-jqqxqjzf	132	1	As	as	IN
cord-351030-jqqxqjzf	132	2	shown	show	VBN
cord-351030-jqqxqjzf	132	3	in	in	IN
cord-351030-jqqxqjzf	132	4	formula	formula	NN
cord-351030-jqqxqjzf	132	5	(	(	-LRB-
cord-351030-jqqxqjzf	132	6	8	8	CD
cord-351030-jqqxqjzf	132	7	-	-	SYM
cord-351030-jqqxqjzf	132	8	9	9	CD
cord-351030-jqqxqjzf	132	9	)	)	-RRB-
cord-351030-jqqxqjzf	132	10	:	:	:
cord-351030-jqqxqjzf	132	11	This	this	DT
cord-351030-jqqxqjzf	132	12	article	article	NN
cord-351030-jqqxqjzf	132	13	uses	use	VBZ
cord-351030-jqqxqjzf	132	14	two	two	CD
cord-351030-jqqxqjzf	132	15	regularizes	regularize	NNS
cord-351030-jqqxqjzf	132	16	to	to	TO
cord-351030-jqqxqjzf	132	17	establish	establish	VB
cord-351030-jqqxqjzf	132	18	regression	regression	NN
cord-351030-jqqxqjzf	132	19	models	model	NNS
cord-351030-jqqxqjzf	132	20	respectively	respectively	RB
cord-351030-jqqxqjzf	132	21	and	and	CC
cord-351030-jqqxqjzf	132	22	uses	use	VBZ
cord-351030-jqqxqjzf	132	23	data	datum	NNS
cord-351030-jqqxqjzf	132	24	from	from	IN
cord-351030-jqqxqjzf	132	25	countries	country	NNS
cord-351030-jqqxqjzf	132	26	and	and	CC
cord-351030-jqqxqjzf	132	27	regions	region	NNS
cord-351030-jqqxqjzf	132	28	related	relate	VBN
cord-351030-jqqxqjzf	132	29	to	to	IN
cord-351030-jqqxqjzf	132	30	Hong	Hong	NNP
cord-351030-jqqxqjzf	132	31	Kong	Kong	NNP
cord-351030-jqqxqjzf	132	32	to	to	TO
cord-351030-jqqxqjzf	132	33	fit	fit	VB
cord-351030-jqqxqjzf	132	34	Hong	Hong	NNP
cord-351030-jqqxqjzf	132	35	Kong	Kong	NNP
cord-351030-jqqxqjzf	132	36	's	's	POS
cord-351030-jqqxqjzf	132	37	COV-19	COV-19	NNP
cord-351030-jqqxqjzf	132	38	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	132	39	cases	case	NNS
cord-351030-jqqxqjzf	132	40	data	datum	NNS
cord-351030-jqqxqjzf	132	41	.	.	.
cord-351030-jqqxqjzf	133	1	After	after	IN
cord-351030-jqqxqjzf	133	2	establishing	establish	VBG
cord-351030-jqqxqjzf	133	3	regression	regression	NN
cord-351030-jqqxqjzf	133	4	models	model	NNS
cord-351030-jqqxqjzf	133	5	using	use	VBG
cord-351030-jqqxqjzf	133	6	known	know	VBN
cord-351030-jqqxqjzf	133	7	data	datum	NNS
cord-351030-jqqxqjzf	133	8	.	.	.
cord-351030-jqqxqjzf	134	1	We	-PRON-	PRP
cord-351030-jqqxqjzf	134	2	found	find	VBD
cord-351030-jqqxqjzf	134	3	that	that	IN
cord-351030-jqqxqjzf	134	4	most	most	JJS
cord-351030-jqqxqjzf	134	5	areas	area	NNS
cord-351030-jqqxqjzf	134	6	related	relate	VBN
cord-351030-jqqxqjzf	134	7	to	to	IN
cord-351030-jqqxqjzf	134	8	Hong	Hong	NNP
cord-351030-jqqxqjzf	134	9	Kong	Kong	NNP
cord-351030-jqqxqjzf	134	10	are	be	VBP
cord-351030-jqqxqjzf	134	11	still	still	RB
cord-351030-jqqxqjzf	134	12	in	in	IN
cord-351030-jqqxqjzf	134	13	the	the	DT
cord-351030-jqqxqjzf	134	14	outbreak	outbreak	NN
cord-351030-jqqxqjzf	134	15	period	period	NN
cord-351030-jqqxqjzf	134	16	of	of	IN
cord-351030-jqqxqjzf	134	17	local	local	JJ
cord-351030-jqqxqjzf	134	18	transmission	transmission	NN
cord-351030-jqqxqjzf	134	19	.	.	.
cord-351030-jqqxqjzf	135	1	In	in	IN
cord-351030-jqqxqjzf	135	2	this	this	DT
cord-351030-jqqxqjzf	135	3	situation	situation	NN
cord-351030-jqqxqjzf	135	4	,	,	,
cord-351030-jqqxqjzf	135	5	we	-PRON-	PRP
cord-351030-jqqxqjzf	135	6	can	can	MD
cord-351030-jqqxqjzf	135	7	use	use	VB
cord-351030-jqqxqjzf	135	8	the	the	DT
cord-351030-jqqxqjzf	135	9	traditional	traditional	JJ
cord-351030-jqqxqjzf	135	10	infectious	infectious	JJ
cord-351030-jqqxqjzf	135	11	disease	disease	NN
cord-351030-jqqxqjzf	135	12	model	model	NN
cord-351030-jqqxqjzf	135	13	to	to	TO
cord-351030-jqqxqjzf	135	14	predict	predict	VB
cord-351030-jqqxqjzf	135	15	the	the	DT
cord-351030-jqqxqjzf	135	16	growth	growth	NN
cord-351030-jqqxqjzf	135	17	trend	trend	NN
cord-351030-jqqxqjzf	135	18	of	of	IN
cord-351030-jqqxqjzf	135	19	cases	case	NNS
cord-351030-jqqxqjzf	135	20	in	in	IN
cord-351030-jqqxqjzf	135	21	these	these	DT
cord-351030-jqqxqjzf	135	22	areas	area	NNS
cord-351030-jqqxqjzf	135	23	,	,	,
cord-351030-jqqxqjzf	135	24	thereby	thereby	RB
cord-351030-jqqxqjzf	135	25	further	further	RB
cord-351030-jqqxqjzf	135	26	predicting	predict	VBG
cord-351030-jqqxqjzf	135	27	the	the	DT
cord-351030-jqqxqjzf	135	28	possible	possible	JJ
cord-351030-jqqxqjzf	135	29	growth	growth	NN
cord-351030-jqqxqjzf	135	30	trend	trend	NN
cord-351030-jqqxqjzf	135	31	of	of	IN
cord-351030-jqqxqjzf	135	32	Hong	Hong	NNP
cord-351030-jqqxqjzf	135	33	Kong	Kong	NNP
cord-351030-jqqxqjzf	135	34	(	(	-LRB-
cord-351030-jqqxqjzf	135	35	without	without	IN
cord-351030-jqqxqjzf	135	36	international	international	JJ
cord-351030-jqqxqjzf	135	37	traffic	traffic	NN
cord-351030-jqqxqjzf	135	38	blockade	blockade	NN
cord-351030-jqqxqjzf	135	39	)	)	-RRB-
cord-351030-jqqxqjzf	135	40	.	.	.
cord-351030-jqqxqjzf	136	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	136	2	,	,	,
cord-351030-jqqxqjzf	136	3	this	this	DT
cord-351030-jqqxqjzf	136	4	article	article	NN
cord-351030-jqqxqjzf	136	5	first	first	RB
cord-351030-jqqxqjzf	136	6	uses	use	VBZ
cord-351030-jqqxqjzf	136	7	the	the	DT
cord-351030-jqqxqjzf	136	8	SEIJR	SEIJR	NNP
cord-351030-jqqxqjzf	136	9	model	model	NN
cord-351030-jqqxqjzf	136	10	to	to	TO
cord-351030-jqqxqjzf	136	11	predict	predict	VB
cord-351030-jqqxqjzf	136	12	the	the	DT
cord-351030-jqqxqjzf	136	13	growth	growth	NN
cord-351030-jqqxqjzf	136	14	curve	curve	NN
cord-351030-jqqxqjzf	136	15	of	of	IN
cord-351030-jqqxqjzf	136	16	the	the	DT
cord-351030-jqqxqjzf	136	17	number	number	NN
cord-351030-jqqxqjzf	136	18	of	of	IN
cord-351030-jqqxqjzf	136	19	local	local	JJ
cord-351030-jqqxqjzf	136	20	diagnoses	diagnosis	NNS
cord-351030-jqqxqjzf	136	21	in	in	IN
cord-351030-jqqxqjzf	136	22	countries	country	NNS
cord-351030-jqqxqjzf	136	23	and	and	CC
cord-351030-jqqxqjzf	136	24	regions	region	NNS
cord-351030-jqqxqjzf	136	25	related	relate	VBN
cord-351030-jqqxqjzf	136	26	to	to	IN
cord-351030-jqqxqjzf	136	27	Hong	Hong	NNP
cord-351030-jqqxqjzf	136	28	Kong	Kong	NNP
cord-351030-jqqxqjzf	136	29	.	.	.
cord-351030-jqqxqjzf	137	1	Finally	finally	RB
cord-351030-jqqxqjzf	137	2	,	,	,
cord-351030-jqqxqjzf	137	3	through	through	IN
cord-351030-jqqxqjzf	137	4	these	these	DT
cord-351030-jqqxqjzf	137	5	data	datum	NNS
cord-351030-jqqxqjzf	137	6	,	,	,
cord-351030-jqqxqjzf	137	7	we	-PRON-	PRP
cord-351030-jqqxqjzf	137	8	can	can	MD
cord-351030-jqqxqjzf	137	9	fit	fit	VB
cord-351030-jqqxqjzf	137	10	and	and	CC
cord-351030-jqqxqjzf	137	11	predict	predict	VB
cord-351030-jqqxqjzf	137	12	the	the	DT
cord-351030-jqqxqjzf	137	13	future	future	JJ
cord-351030-jqqxqjzf	137	14	growth	growth	NN
cord-351030-jqqxqjzf	137	15	trend	trend	NN
cord-351030-jqqxqjzf	137	16	of	of	IN
cord-351030-jqqxqjzf	137	17	Hong	Hong	NNP
cord-351030-jqqxqjzf	137	18	Kong	Kong	NNP
cord-351030-jqqxqjzf	137	19	.	.	.
cord-351030-jqqxqjzf	138	1	The	the	DT
cord-351030-jqqxqjzf	138	2	classic	classic	JJ
cord-351030-jqqxqjzf	138	3	SEIR	SEIR	NNP
cord-351030-jqqxqjzf	138	4	model	model	NN
cord-351030-jqqxqjzf	138	5	divides	divide	VBZ
cord-351030-jqqxqjzf	138	6	the	the	DT
cord-351030-jqqxqjzf	138	7	crowd	crowd	NN
cord-351030-jqqxqjzf	138	8	into	into	IN
cord-351030-jqqxqjzf	138	9	S	S	NNP
cord-351030-jqqxqjzf	138	10	(	(	-LRB-
cord-351030-jqqxqjzf	138	11	Susceptible	susceptible	JJ
cord-351030-jqqxqjzf	138	12	)	)	-RRB-
cord-351030-jqqxqjzf	138	13	,	,	,
cord-351030-jqqxqjzf	138	14	I	-PRON-	PRP
cord-351030-jqqxqjzf	138	15	(	(	-LRB-
cord-351030-jqqxqjzf	138	16	Infected	Infected	NNP
cord-351030-jqqxqjzf	138	17	)	)	-RRB-
cord-351030-jqqxqjzf	138	18	,	,	,
cord-351030-jqqxqjzf	138	19	E	E	NNP
cord-351030-jqqxqjzf	138	20	(	(	-LRB-
cord-351030-jqqxqjzf	138	21	Exposed	exposed	JJ
cord-351030-jqqxqjzf	138	22	)	)	-RRB-
cord-351030-jqqxqjzf	138	23	and	and	CC
cord-351030-jqqxqjzf	138	24	R	r	NN
cord-351030-jqqxqjzf	138	25	(	(	-LRB-
cord-351030-jqqxqjzf	138	26	Recovered	recover	VBN
cord-351030-jqqxqjzf	138	27	)	)	-RRB-
cord-351030-jqqxqjzf	138	28	[	[	-LRB-
cord-351030-jqqxqjzf	138	29	13	13	CD
cord-351030-jqqxqjzf	138	30	]	]	-RRB-
cord-351030-jqqxqjzf	138	31	.	.	.
cord-351030-jqqxqjzf	139	1	The	the	DT
cord-351030-jqqxqjzf	139	2	model	model	NN
cord-351030-jqqxqjzf	139	3	also	also	RB
cord-351030-jqqxqjzf	139	4	assumes	assume	VBZ
cord-351030-jqqxqjzf	139	5	that	that	IN
cord-351030-jqqxqjzf	139	6	all	all	DT
cord-351030-jqqxqjzf	139	7	individuals	individual	NNS
cord-351030-jqqxqjzf	139	8	in	in	IN
cord-351030-jqqxqjzf	139	9	the	the	DT
cord-351030-jqqxqjzf	139	10	population	population	NN
cord-351030-jqqxqjzf	139	11	have	have	VBP
cord-351030-jqqxqjzf	139	12	an	an	DT
cord-351030-jqqxqjzf	139	13	organic	organic	JJ
cord-351030-jqqxqjzf	139	14	infection	infection	NN
cord-351030-jqqxqjzf	139	15	rate	rate	NN
cord-351030-jqqxqjzf	139	16	[	[	-LRB-
cord-351030-jqqxqjzf	139	17	14	14	CD
cord-351030-jqqxqjzf	139	18	,	,	,
cord-351030-jqqxqjzf	139	19	15	15	CD
cord-351030-jqqxqjzf	139	20	]	]	-RRB-
cord-351030-jqqxqjzf	139	21	.	.	.
cord-351030-jqqxqjzf	140	1	When	when	WRB
cord-351030-jqqxqjzf	140	2	the	the	DT
cord-351030-jqqxqjzf	140	3	infected	infected	JJ
cord-351030-jqqxqjzf	140	4	individual	individual	NN
cord-351030-jqqxqjzf	140	5	recovers	recover	VBZ
cord-351030-jqqxqjzf	140	6	,	,	,
cord-351030-jqqxqjzf	140	7	antibodies	antibody	NNS
cord-351030-jqqxqjzf	140	8	will	will	MD
cord-351030-jqqxqjzf	140	9	be	be	VB
cord-351030-jqqxqjzf	140	10	produced	produce	VBN
cord-351030-jqqxqjzf	140	11	,	,	,
cord-351030-jqqxqjzf	140	12	that	that	RB
cord-351030-jqqxqjzf	140	13	is	is	RB
cord-351030-jqqxqjzf	140	14	,	,	,
cord-351030-jqqxqjzf	140	15	the	the	DT
cord-351030-jqqxqjzf	140	16	recovered	recover	VBN
cord-351030-jqqxqjzf	140	17	population	population	NN
cord-351030-jqqxqjzf	140	18	R	r	NN
cord-351030-jqqxqjzf	140	19	will	will	MD
cord-351030-jqqxqjzf	140	20	not	not	RB
cord-351030-jqqxqjzf	140	21	be	be	VB
cord-351030-jqqxqjzf	140	22	infected	infect	VBN
cord-351030-jqqxqjzf	140	23	again	again	RB
cord-351030-jqqxqjzf	140	24	.	.	.
cord-351030-jqqxqjzf	141	1	In	in	IN
cord-351030-jqqxqjzf	141	2	this	this	DT
cord-351030-jqqxqjzf	141	3	study	study	NN
cord-351030-jqqxqjzf	141	4	,	,	,
cord-351030-jqqxqjzf	141	5	the	the	DT
cord-351030-jqqxqjzf	141	6	population	population	NN
cord-351030-jqqxqjzf	141	7	was	be	VBD
cord-351030-jqqxqjzf	141	8	classified	classify	VBN
cord-351030-jqqxqjzf	141	9	as	as	IN
cord-351030-jqqxqjzf	141	10	susceptible	susceptible	JJ
cord-351030-jqqxqjzf	141	11	S	S	NNP
cord-351030-jqqxqjzf	141	12	,	,	,
cord-351030-jqqxqjzf	141	13	latent	latent	NN
cord-351030-jqqxqjzf	141	14	E	e	NN
cord-351030-jqqxqjzf	141	15	,	,	,
cord-351030-jqqxqjzf	141	16	infectious	infectious	JJ
cord-351030-jqqxqjzf	141	17	I	i	NN
cord-351030-jqqxqjzf	141	18	,	,	,
cord-351030-jqqxqjzf	141	19	diagnosed	diagnose	VBD
cord-351030-jqqxqjzf	141	20	J	J	NNP
cord-351030-jqqxqjzf	141	21	,	,	,
cord-351030-jqqxqjzf	141	22	recovered	recover	VBD
cord-351030-jqqxqjzf	141	23	R	R	NNP
cord-351030-jqqxqjzf	141	24	,	,	,
cord-351030-jqqxqjzf	141	25	1	1	CD
cord-351030-jqqxqjzf	141	26	and	and	CC
cord-351030-jqqxqjzf	141	27	2	2	CD
cord-351030-jqqxqjzf	141	28	respectively	respectively	RB
cord-351030-jqqxqjzf	141	29	representing	represent	VBG
cord-351030-jqqxqjzf	141	30	two	two	CD
cord-351030-jqqxqjzf	141	31	populations	population	NNS
cord-351030-jqqxqjzf	141	32	with	with	IN
cord-351030-jqqxqjzf	141	33	different	different	JJ
cord-351030-jqqxqjzf	141	34	susceptibility	susceptibility	NN
cord-351030-jqqxqjzf	141	35	among	among	IN
cord-351030-jqqxqjzf	141	36	susceptible	susceptible	JJ
cord-351030-jqqxqjzf	141	37	populations	population	NNS
cord-351030-jqqxqjzf	141	38	,	,	,
cord-351030-jqqxqjzf	141	39	The	the	DT
cord-351030-jqqxqjzf	141	40	infection	infection	NN
cord-351030-jqqxqjzf	141	41	risk	risk	NN
cord-351030-jqqxqjzf	141	42	of	of	IN
cord-351030-jqqxqjzf	141	43	2	2	CD
cord-351030-jqqxqjzf	141	44	is	be	VBZ
cord-351030-jqqxqjzf	141	45	low	low	JJ
cord-351030-jqqxqjzf	141	46	,	,	,
cord-351030-jqqxqjzf	141	47	risk	risk	NN
cord-351030-jqqxqjzf	141	48	probability	probability	NN
cord-351030-jqqxqjzf	141	49	value	value	NN
cord-351030-jqqxqjzf	141	50	is	be	VBZ
cord-351030-jqqxqjzf	141	51	p	p	NN
cord-351030-jqqxqjzf	142	1	,	,	,
cord-351030-jqqxqjzf	142	2	the	the	DT
cord-351030-jqqxqjzf	142	3	probability	probability	NN
cord-351030-jqqxqjzf	142	4	of	of	IN
cord-351030-jqqxqjzf	142	5	asymptomatic	asymptomatic	JJ
cord-351030-jqqxqjzf	142	6	latent	latent	JJ
cord-351030-jqqxqjzf	142	7	persons	person	NNS
cord-351030-jqqxqjzf	142	8	being	be	VBG
cord-351030-jqqxqjzf	142	9	infectious	infectious	JJ
cord-351030-jqqxqjzf	142	10	is	be	VBZ
cord-351030-jqqxqjzf	142	11	q	q	NNP
cord-351030-jqqxqjzf	142	12	,	,	,
cord-351030-jqqxqjzf	142	13	the	the	DT
cord-351030-jqqxqjzf	142	14	probability	probability	NN
cord-351030-jqqxqjzf	142	15	of	of	IN
cord-351030-jqqxqjzf	142	16	latent	latent	JJ
cord-351030-jqqxqjzf	142	17	persons	person	NNS
cord-351030-jqqxqjzf	142	18	turning	turn	VBG
cord-351030-jqqxqjzf	142	19	into	into	IN
cord-351030-jqqxqjzf	142	20	infected	infected	JJ
cord-351030-jqqxqjzf	142	21	persons	person	NNS
cord-351030-jqqxqjzf	142	22	is	be	VBZ
cord-351030-jqqxqjzf	142	23	k	k	NNP
cord-351030-jqqxqjzf	143	1	,	,	,
cord-351030-jqqxqjzf	143	2	the	the	DT
cord-351030-jqqxqjzf	143	3	isolation	isolation	NN
cord-351030-jqqxqjzf	143	4	rate	rate	NN
cord-351030-jqqxqjzf	143	5	is	be	VBZ
cord-351030-jqqxqjzf	143	6	l	l	NN
cord-351030-jqqxqjzf	143	7	,	,	,
cord-351030-jqqxqjzf	143	8	the	the	DT
cord-351030-jqqxqjzf	143	9	confirmed	confirm	VBN
cord-351030-jqqxqjzf	143	10	rate	rate	NN
cord-351030-jqqxqjzf	143	11	of	of	IN
cord-351030-jqqxqjzf	143	12	infectious	infectious	JJ
cord-351030-jqqxqjzf	143	13	persons	person	NNS
cord-351030-jqqxqjzf	143	14	is	be	VBZ
cord-351030-jqqxqjzf	143	15	α	α	NN
cord-351030-jqqxqjzf	143	16	,	,	,
cord-351030-jqqxqjzf	143	17	the	the	DT
cord-351030-jqqxqjzf	143	18	infectious	infectious	JJ
cord-351030-jqqxqjzf	143	19	person	person	NN
cord-351030-jqqxqjzf	143	20	's	's	POS
cord-351030-jqqxqjzf	143	21	The	the	DT
cord-351030-jqqxqjzf	143	22	recovery	recovery	NN
cord-351030-jqqxqjzf	143	23	rate	rate	NN
cord-351030-jqqxqjzf	143	24	γ1	γ1	NN
cord-351030-jqqxqjzf	143	25	,	,	,
cord-351030-jqqxqjzf	143	26	the	the	DT
cord-351030-jqqxqjzf	143	27	fatality	fatality	NN
cord-351030-jqqxqjzf	143	28	rate	rate	NN
cord-351030-jqqxqjzf	143	29	of	of	IN
cord-351030-jqqxqjzf	143	30	the	the	DT
cord-351030-jqqxqjzf	143	31	infectious	infectious	JJ
cord-351030-jqqxqjzf	143	32	person	person	NN
cord-351030-jqqxqjzf	143	33	δ	δ	NN
cord-351030-jqqxqjzf	143	34	,	,	,
cord-351030-jqqxqjzf	143	35	the	the	DT
cord-351030-jqqxqjzf	143	36	recovery	recovery	NN
cord-351030-jqqxqjzf	143	37	rate	rate	NN
cord-351030-jqqxqjzf	143	38	of	of	IN
cord-351030-jqqxqjzf	143	39	the	the	DT
cord-351030-jqqxqjzf	143	40	diagnosed	diagnosed	JJ
cord-351030-jqqxqjzf	143	41	person	person	NN
cord-351030-jqqxqjzf	143	42	γ2	γ2	NNP
cord-351030-jqqxqjzf	143	43	,	,	,
cord-351030-jqqxqjzf	143	44	the	the	DT
cord-351030-jqqxqjzf	143	45	mortality	mortality	NN
cord-351030-jqqxqjzf	143	46	rate	rate	NN
cord-351030-jqqxqjzf	143	47	δ[16	δ[16	NN
cord-351030-jqqxqjzf	143	48	]	]	-RRB-
cord-351030-jqqxqjzf	143	49	.	.	.
cord-351030-jqqxqjzf	144	1	The	the	DT
cord-351030-jqqxqjzf	144	2	transmission	transmission	NN
cord-351030-jqqxqjzf	144	3	rate	rate	NN
cord-351030-jqqxqjzf	144	4	β	β	NN
cord-351030-jqqxqjzf	144	5	is	be	VBZ
cord-351030-jqqxqjzf	144	6	defined	define	VBN
cord-351030-jqqxqjzf	144	7	as	as	IN
cord-351030-jqqxqjzf	144	8	the	the	DT
cord-351030-jqqxqjzf	144	9	average	average	JJ
cord-351030-jqqxqjzf	144	10	number	number	NN
cord-351030-jqqxqjzf	144	11	of	of	IN
cord-351030-jqqxqjzf	144	12	infections	infection	NNS
cord-351030-jqqxqjzf	144	13	caused	cause	VBN
cord-351030-jqqxqjzf	144	14	by	by	IN
cord-351030-jqqxqjzf	144	15	a	a	DT
cord-351030-jqqxqjzf	144	16	person	person	NN
cord-351030-jqqxqjzf	144	17	who	who	WP
cord-351030-jqqxqjzf	144	18	is	be	VBZ
cord-351030-jqqxqjzf	144	19	All	all	DT
cord-351030-jqqxqjzf	144	20	rights	right	NNS
cord-351030-jqqxqjzf	144	21	reserved	reserve	VBN
cord-351030-jqqxqjzf	144	22	.	.	.
cord-351030-jqqxqjzf	145	1	No	no	DT
cord-351030-jqqxqjzf	145	2	reuse	reuse	NN
cord-351030-jqqxqjzf	145	3	allowed	allow	VBN
cord-351030-jqqxqjzf	145	4	without	without	IN
cord-351030-jqqxqjzf	145	5	permission	permission	NN
cord-351030-jqqxqjzf	145	6	.	.	.
cord-351030-jqqxqjzf	146	1	(	(	-LRB-
cord-351030-jqqxqjzf	146	2	which	which	WDT
cord-351030-jqqxqjzf	146	3	was	be	VBD
cord-351030-jqqxqjzf	146	4	not	not	RB
cord-351030-jqqxqjzf	146	5	certified	certify	VBN
cord-351030-jqqxqjzf	146	6	by	by	IN
cord-351030-jqqxqjzf	146	7	peer	peer	NN
cord-351030-jqqxqjzf	146	8	review	review	NN
cord-351030-jqqxqjzf	146	9	)	)	-RRB-
cord-351030-jqqxqjzf	146	10	is	be	VBZ
cord-351030-jqqxqjzf	146	11	the	the	DT
cord-351030-jqqxqjzf	146	12	author	author	NN
cord-351030-jqqxqjzf	146	13	/	/	SYM
cord-351030-jqqxqjzf	146	14	funder	funder	NN
cord-351030-jqqxqjzf	146	15	,	,	,
cord-351030-jqqxqjzf	146	16	who	who	WP
cord-351030-jqqxqjzf	146	17	has	have	VBZ
cord-351030-jqqxqjzf	146	18	granted	grant	VBN
cord-351030-jqqxqjzf	146	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	146	20	a	a	DT
cord-351030-jqqxqjzf	146	21	license	license	NN
cord-351030-jqqxqjzf	146	22	to	to	TO
cord-351030-jqqxqjzf	146	23	display	display	VB
cord-351030-jqqxqjzf	146	24	the	the	DT
cord-351030-jqqxqjzf	146	25	preprint	preprint	NN
cord-351030-jqqxqjzf	146	26	in	in	IN
cord-351030-jqqxqjzf	146	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	146	28	.	.	.
cord-351030-jqqxqjzf	147	1	The	the	DT
cord-351030-jqqxqjzf	147	2	copyright	copyright	NN
cord-351030-jqqxqjzf	147	3	holder	holder	NN
cord-351030-jqqxqjzf	147	4	for	for	IN
cord-351030-jqqxqjzf	147	5	this	this	DT
cord-351030-jqqxqjzf	147	6	preprint	preprint	NN
cord-351030-jqqxqjzf	147	7	this	this	DT
cord-351030-jqqxqjzf	147	8	version	version	NN
cord-351030-jqqxqjzf	147	9	posted	post	VBN
cord-351030-jqqxqjzf	147	10	May	May	NNP
cord-351030-jqqxqjzf	147	11	16	16	CD
cord-351030-jqqxqjzf	147	12	,	,	,
cord-351030-jqqxqjzf	147	13	2020	2020	CD
cord-351030-jqqxqjzf	147	14	.	.	.
cord-351030-jqqxqjzf	147	15	.	.	.
cord-351030-jqqxqjzf	148	1	https://doi.org/10.1101/2020.05.13.20099978	https://doi.org/10.1101/2020.05.13.20099978	NN
cord-351030-jqqxqjzf	148	2	doi	doi	NN
cord-351030-jqqxqjzf	148	3	:	:	:
cord-351030-jqqxqjzf	149	1	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	149	2	preprint	preprint	NN
cord-351030-jqqxqjzf	149	3	susceptible	susceptible	JJ
cord-351030-jqqxqjzf	149	4	to	to	IN
cord-351030-jqqxqjzf	149	5	contact	contact	NN
cord-351030-jqqxqjzf	149	6	with	with	IN
cord-351030-jqqxqjzf	149	7	Class	class	NN
cord-351030-jqqxqjzf	149	8	I	-PRON-	PRP
cord-351030-jqqxqjzf	149	9	per	per	IN
cord-351030-jqqxqjzf	149	10	unit	unit	NN
cord-351030-jqqxqjzf	149	11	time	time	NN
cord-351030-jqqxqjzf	149	12	.	.	.
cord-351030-jqqxqjzf	150	1	Based	base	VBN
cord-351030-jqqxqjzf	150	2	on	on	IN
cord-351030-jqqxqjzf	150	3	the	the	DT
cord-351030-jqqxqjzf	150	4	above	above	JJ
cord-351030-jqqxqjzf	150	5	parameters	parameter	NNS
cord-351030-jqqxqjzf	150	6	,	,	,
cord-351030-jqqxqjzf	150	7	the	the	DT
cord-351030-jqqxqjzf	150	8	model	model	NN
cord-351030-jqqxqjzf	150	9	is	be	VBZ
cord-351030-jqqxqjzf	150	10	established	establish	VBN
cord-351030-jqqxqjzf	150	11	as	as	IN
cord-351030-jqqxqjzf	150	12	follows	follow	VBZ
cord-351030-jqqxqjzf	150	13	as	as	IN
cord-351030-jqqxqjzf	150	14	formula	formula	NN
cord-351030-jqqxqjzf	150	15	(	(	-LRB-
cord-351030-jqqxqjzf	150	16	10	10	CD
cord-351030-jqqxqjzf	150	17	-	-	SYM
cord-351030-jqqxqjzf	150	18	15	15	CD
cord-351030-jqqxqjzf	150	19	)	)	-RRB-
cord-351030-jqqxqjzf	150	20	:	:	:
cord-351030-jqqxqjzf	151	1	In	in	IN
cord-351030-jqqxqjzf	151	2	 	 	_SP
cord-351030-jqqxqjzf	151	3	As	as	IN
cord-351030-jqqxqjzf	151	4	shown	show	VBN
cord-351030-jqqxqjzf	151	5	in	in	IN
cord-351030-jqqxqjzf	151	6	Figure	figure	NN
cord-351030-jqqxqjzf	151	7	1	1	CD
cord-351030-jqqxqjzf	151	8	All	all	DT
cord-351030-jqqxqjzf	151	9	rights	right	NNS
cord-351030-jqqxqjzf	151	10	reserved	reserve	VBN
cord-351030-jqqxqjzf	151	11	.	.	.
cord-351030-jqqxqjzf	152	1	No	no	DT
cord-351030-jqqxqjzf	152	2	reuse	reuse	NN
cord-351030-jqqxqjzf	152	3	allowed	allow	VBN
cord-351030-jqqxqjzf	152	4	without	without	IN
cord-351030-jqqxqjzf	152	5	permission	permission	NN
cord-351030-jqqxqjzf	152	6	.	.	.
cord-351030-jqqxqjzf	153	1	(	(	-LRB-
cord-351030-jqqxqjzf	153	2	which	which	WDT
cord-351030-jqqxqjzf	153	3	was	be	VBD
cord-351030-jqqxqjzf	153	4	not	not	RB
cord-351030-jqqxqjzf	153	5	certified	certify	VBN
cord-351030-jqqxqjzf	153	6	by	by	IN
cord-351030-jqqxqjzf	153	7	peer	peer	NN
cord-351030-jqqxqjzf	153	8	review	review	NN
cord-351030-jqqxqjzf	153	9	)	)	-RRB-
cord-351030-jqqxqjzf	153	10	is	be	VBZ
cord-351030-jqqxqjzf	153	11	the	the	DT
cord-351030-jqqxqjzf	153	12	author	author	NN
cord-351030-jqqxqjzf	153	13	/	/	SYM
cord-351030-jqqxqjzf	153	14	funder	funder	NN
cord-351030-jqqxqjzf	153	15	,	,	,
cord-351030-jqqxqjzf	153	16	who	who	WP
cord-351030-jqqxqjzf	153	17	has	have	VBZ
cord-351030-jqqxqjzf	153	18	granted	grant	VBN
cord-351030-jqqxqjzf	153	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	153	20	a	a	DT
cord-351030-jqqxqjzf	153	21	license	license	NN
cord-351030-jqqxqjzf	153	22	to	to	TO
cord-351030-jqqxqjzf	153	23	display	display	VB
cord-351030-jqqxqjzf	153	24	the	the	DT
cord-351030-jqqxqjzf	153	25	preprint	preprint	NN
cord-351030-jqqxqjzf	153	26	in	in	IN
cord-351030-jqqxqjzf	153	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	153	28	.	.	.
cord-351030-jqqxqjzf	154	1	The	the	DT
cord-351030-jqqxqjzf	154	2	copyright	copyright	NN
cord-351030-jqqxqjzf	154	3	holder	holder	NN
cord-351030-jqqxqjzf	154	4	for	for	IN
cord-351030-jqqxqjzf	154	5	this	this	DT
cord-351030-jqqxqjzf	154	6	preprint	preprint	NN
cord-351030-jqqxqjzf	154	7	this	this	DT
cord-351030-jqqxqjzf	154	8	version	version	NN
cord-351030-jqqxqjzf	154	9	posted	post	VBN
cord-351030-jqqxqjzf	154	10	May	May	NNP
cord-351030-jqqxqjzf	154	11	16	16	CD
cord-351030-jqqxqjzf	154	12	,	,	,
cord-351030-jqqxqjzf	154	13	2020	2020	CD
cord-351030-jqqxqjzf	154	14	.	.	.
cord-351030-jqqxqjzf	154	15	.	.	.
cord-351030-jqqxqjzf	155	1	https://doi.org/10.1101/2020.05	https://doi.org/10.1101/2020.05	NNP
cord-351030-jqqxqjzf	155	2	.	.	.
cord-351030-jqqxqjzf	156	1	13.20099978	13.20099978	CD
cord-351030-jqqxqjzf	156	2	doi	doi	NN
cord-351030-jqqxqjzf	156	3	:	:	:
cord-351030-jqqxqjzf	157	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	157	2	preprint	preprint	NNP
cord-351030-jqqxqjzf	158	1	The	the	DT
cord-351030-jqqxqjzf	158	2	results	result	NNS
cord-351030-jqqxqjzf	158	3	are	be	VBP
cord-351030-jqqxqjzf	158	4	encouraging	encouraging	JJ
cord-351030-jqqxqjzf	158	5	,	,	,
cord-351030-jqqxqjzf	158	6	From	from	IN
cord-351030-jqqxqjzf	158	7	Table	table	NN
cord-351030-jqqxqjzf	158	8	1	1	CD
cord-351030-jqqxqjzf	158	9	,	,	,
cord-351030-jqqxqjzf	158	10	we	-PRON-	PRP
cord-351030-jqqxqjzf	158	11	find	find	VBP
cord-351030-jqqxqjzf	158	12	that	that	IN
cord-351030-jqqxqjzf	158	13	the	the	DT
cord-351030-jqqxqjzf	158	14	United	United	NNP
cord-351030-jqqxqjzf	158	15	States	States	NNP
cord-351030-jqqxqjzf	158	16	,	,	,
cord-351030-jqqxqjzf	158	17	Hubei	Hubei	NNP
cord-351030-jqqxqjzf	158	18	,	,	,
cord-351030-jqqxqjzf	158	19	China	China	NNP
cord-351030-jqqxqjzf	158	20	,	,	,
cord-351030-jqqxqjzf	158	21	Iran	Iran	NNP
cord-351030-jqqxqjzf	158	22	,	,	,
cord-351030-jqqxqjzf	158	23	Italy	Italy	NNP
cord-351030-jqqxqjzf	158	24	and	and	CC
cord-351030-jqqxqjzf	158	25	other	other	JJ
cord-351030-jqqxqjzf	158	26	countries	country	NNS
cord-351030-jqqxqjzf	158	27	are	be	VBP
cord-351030-jqqxqjzf	158	28	Hub	Hub	NNP
cord-351030-jqqxqjzf	158	29	nodes	node	NNS
cord-351030-jqqxqjzf	158	30	in	in	IN
cord-351030-jqqxqjzf	158	31	the	the	DT
cord-351030-jqqxqjzf	158	32	network	network	NN
cord-351030-jqqxqjzf	158	33	.	.	.
cord-351030-jqqxqjzf	159	1	These	these	DT
cord-351030-jqqxqjzf	159	2	countries	country	NNS
cord-351030-jqqxqjzf	159	3	have	have	VBP
cord-351030-jqqxqjzf	159	4	the	the	DT
cord-351030-jqqxqjzf	159	5	most	most	JJS
cord-351030-jqqxqjzf	159	6	relations	relation	NNS
cord-351030-jqqxqjzf	159	7	with	with	IN
cord-351030-jqqxqjzf	159	8	other	other	JJ
cord-351030-jqqxqjzf	159	9	countries	country	NNS
cord-351030-jqqxqjzf	159	10	,	,	,
cord-351030-jqqxqjzf	159	11	which	which	WDT
cord-351030-jqqxqjzf	159	12	means	mean	VBZ
cord-351030-jqqxqjzf	159	13	that	that	IN
cord-351030-jqqxqjzf	159	14	these	these	DT
cord-351030-jqqxqjzf	159	15	countries	country	NNS
cord-351030-jqqxqjzf	159	16	are	be	VBP
cord-351030-jqqxqjzf	159	17	the	the	DT
cord-351030-jqqxqjzf	159	18	main	main	JJ
cord-351030-jqqxqjzf	159	19	sources	source	NNS
cord-351030-jqqxqjzf	159	20	of	of	IN
cord-351030-jqqxqjzf	159	21	international	international	JJ
cord-351030-jqqxqjzf	159	22	communication	communication	NN
cord-351030-jqqxqjzf	159	23	.	.	.
cord-351030-jqqxqjzf	160	1	This	this	DT
cord-351030-jqqxqjzf	160	2	result	result	NN
cord-351030-jqqxqjzf	160	3	is	be	VBZ
cord-351030-jqqxqjzf	160	4	consistent	consistent	JJ
cord-351030-jqqxqjzf	160	5	with	with	IN
cord-351030-jqqxqjzf	160	6	existing	exist	VBG
cord-351030-jqqxqjzf	160	7	general	general	JJ
cord-351030-jqqxqjzf	160	8	knowledge	knowledge	NN
cord-351030-jqqxqjzf	160	9	.	.	.
cord-351030-jqqxqjzf	161	1	Next	next	RB
cord-351030-jqqxqjzf	161	2	,	,	,
cord-351030-jqqxqjzf	161	3	we	-PRON-	PRP
cord-351030-jqqxqjzf	161	4	extracted	extract	VBD
cord-351030-jqqxqjzf	161	5	the	the	DT
cord-351030-jqqxqjzf	161	6	subnets	subnet	NNS
cord-351030-jqqxqjzf	161	7	of	of	IN
cord-351030-jqqxqjzf	161	8	countries	country	NNS
cord-351030-jqqxqjzf	161	9	and	and	CC
cord-351030-jqqxqjzf	161	10	regions	region	NNS
cord-351030-jqqxqjzf	161	11	related	relate	VBN
cord-351030-jqqxqjzf	161	12	to	to	IN
cord-351030-jqqxqjzf	161	13	Hong	Hong	NNP
cord-351030-jqqxqjzf	161	14	Kong	Kong	NNP
cord-351030-jqqxqjzf	161	15	.	.	.
cord-351030-jqqxqjzf	162	1	As	as	IN
cord-351030-jqqxqjzf	162	2	shown	show	VBN
cord-351030-jqqxqjzf	162	3	in	in	IN
cord-351030-jqqxqjzf	162	4	Figure	figure	NN
cord-351030-jqqxqjzf	162	5	2	2	CD
cord-351030-jqqxqjzf	162	6	,	,	,
cord-351030-jqqxqjzf	162	7	we	-PRON-	PRP
cord-351030-jqqxqjzf	162	8	found	find	VBD
cord-351030-jqqxqjzf	162	9	that	that	IN
cord-351030-jqqxqjzf	162	10	24	24	CD
cord-351030-jqqxqjzf	162	11	countries	country	NNS
cord-351030-jqqxqjzf	162	12	and	and	CC
cord-351030-jqqxqjzf	162	13	regions	region	NNS
cord-351030-jqqxqjzf	162	14	are	be	VBP
cord-351030-jqqxqjzf	162	15	connected	connect	VBN
cord-351030-jqqxqjzf	162	16	to	to	IN
cord-351030-jqqxqjzf	162	17	Hong	Hong	NNP
cord-351030-jqqxqjzf	162	18	Kong	Kong	NNP
cord-351030-jqqxqjzf	162	19	.	.	.
cord-351030-jqqxqjzf	163	1	In	in	IN
cord-351030-jqqxqjzf	163	2	addition	addition	NN
cord-351030-jqqxqjzf	163	3	to	to	IN
cord-351030-jqqxqjzf	163	4	the	the	DT
cord-351030-jqqxqjzf	163	5	hub	hub	NN
cord-351030-jqqxqjzf	163	6	nodes	node	NNS
cord-351030-jqqxqjzf	163	7	of	of	IN
cord-351030-jqqxqjzf	163	8	the	the	DT
cord-351030-jqqxqjzf	163	9	network	network	NN
cord-351030-jqqxqjzf	163	10	.	.	.
cord-351030-jqqxqjzf	164	1	We	-PRON-	PRP
cord-351030-jqqxqjzf	164	2	also	also	RB
cord-351030-jqqxqjzf	164	3	found	find	VBD
cord-351030-jqqxqjzf	164	4	South	South	NNP
cord-351030-jqqxqjzf	164	5	Korea	Korea	NNP
cord-351030-jqqxqjzf	164	6	,	,	,
cord-351030-jqqxqjzf	164	7	Russia	Russia	NNP
cord-351030-jqqxqjzf	164	8	and	and	CC
cord-351030-jqqxqjzf	164	9	other	other	JJ
cord-351030-jqqxqjzf	164	10	countries	country	NNS
cord-351030-jqqxqjzf	164	11	that	that	WDT
cord-351030-jqqxqjzf	164	12	have	have	VBP
cord-351030-jqqxqjzf	164	13	close	close	JJ
cord-351030-jqqxqjzf	164	14	contacts	contact	NNS
cord-351030-jqqxqjzf	164	15	with	with	IN
cord-351030-jqqxqjzf	164	16	Hong	Hong	NNP
cord-351030-jqqxqjzf	164	17	Kong	Kong	NNP
cord-351030-jqqxqjzf	164	18	.	.	.
cord-351030-jqqxqjzf	165	1	We	-PRON-	PRP
cord-351030-jqqxqjzf	165	2	hope	hope	VBP
cord-351030-jqqxqjzf	165	3	that	that	IN
cord-351030-jqqxqjzf	165	4	the	the	DT
cord-351030-jqqxqjzf	165	5	use	use	NN
cord-351030-jqqxqjzf	165	6	of	of	IN
cord-351030-jqqxqjzf	165	7	data	datum	NNS
cord-351030-jqqxqjzf	165	8	from	from	IN
cord-351030-jqqxqjzf	165	9	these	these	DT
cord-351030-jqqxqjzf	165	10	countries	country	NNS
cord-351030-jqqxqjzf	165	11	and	and	CC
cord-351030-jqqxqjzf	165	12	regions	region	NNS
cord-351030-jqqxqjzf	165	13	that	that	WDT
cord-351030-jqqxqjzf	165	14	are	be	VBP
cord-351030-jqqxqjzf	165	15	closely	closely	RB
cord-351030-jqqxqjzf	165	16	related	related	JJ
cord-351030-jqqxqjzf	165	17	to	to	IN
cord-351030-jqqxqjzf	165	18	Hong	Hong	NNP
cord-351030-jqqxqjzf	165	19	Kong	Kong	NNP
cord-351030-jqqxqjzf	165	20	can	can	MD
cord-351030-jqqxqjzf	165	21	help	help	VB
cord-351030-jqqxqjzf	165	22	us	-PRON-	PRP
cord-351030-jqqxqjzf	165	23	fit	fit	VB
cord-351030-jqqxqjzf	165	24	the	the	DT
cord-351030-jqqxqjzf	165	25	existing	exist	VBG
cord-351030-jqqxqjzf	165	26	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	165	27	case	case	NN
cord-351030-jqqxqjzf	165	28	growth	growth	NN
cord-351030-jqqxqjzf	165	29	data	datum	NNS
cord-351030-jqqxqjzf	165	30	in	in	IN
cord-351030-jqqxqjzf	165	31	Hong	Hong	NNP
cord-351030-jqqxqjzf	165	32	Kong	Kong	NNP
cord-351030-jqqxqjzf	165	33	and	and	CC
cord-351030-jqqxqjzf	165	34	predict	predict	VB
cord-351030-jqqxqjzf	165	35	future	future	JJ
cord-351030-jqqxqjzf	165	36	trends	trend	NNS
cord-351030-jqqxqjzf	165	37	.	.	.
cord-351030-jqqxqjzf	166	1	We	-PRON-	PRP
cord-351030-jqqxqjzf	166	2	have	have	VBP
cord-351030-jqqxqjzf	166	3	found	find	VBN
cord-351030-jqqxqjzf	166	4	that	that	IN
cord-351030-jqqxqjzf	166	5	in	in	IN
cord-351030-jqqxqjzf	166	6	areas	area	NNS
cord-351030-jqqxqjzf	166	7	related	relate	VBN
cord-351030-jqqxqjzf	166	8	to	to	IN
cord-351030-jqqxqjzf	166	9	Hong	Hong	NNP
cord-351030-jqqxqjzf	166	10	Kong	Kong	NNP
cord-351030-jqqxqjzf	166	11	,	,	,
cord-351030-jqqxqjzf	166	12	except	except	IN
cord-351030-jqqxqjzf	166	13	for	for	IN
cord-351030-jqqxqjzf	166	14	a	a	DT
cord-351030-jqqxqjzf	166	15	few	few	JJ
cord-351030-jqqxqjzf	166	16	areas	area	NNS
cord-351030-jqqxqjzf	166	17	such	such	JJ
cord-351030-jqqxqjzf	166	18	as	as	IN
cord-351030-jqqxqjzf	166	19	Hubei	Hubei	NNP
cord-351030-jqqxqjzf	166	20	in	in	IN
cord-351030-jqqxqjzf	166	21	China	China	NNP
cord-351030-jqqxqjzf	166	22	,	,	,
cord-351030-jqqxqjzf	166	23	other	other	JJ
cord-351030-jqqxqjzf	166	24	areas	area	NNS
cord-351030-jqqxqjzf	166	25	are	be	VBP
cord-351030-jqqxqjzf	166	26	at	at	IN
cord-351030-jqqxqjzf	166	27	the	the	DT
cord-351030-jqqxqjzf	166	28	peak	peak	NN
cord-351030-jqqxqjzf	166	29	of	of	IN
cord-351030-jqqxqjzf	166	30	local	local	JJ
cord-351030-jqqxqjzf	166	31	transmission	transmission	NN
cord-351030-jqqxqjzf	166	32	.	.	.
cord-351030-jqqxqjzf	167	1	This	this	DT
cord-351030-jqqxqjzf	167	2	situation	situation	NN
cord-351030-jqqxqjzf	167	3	means	mean	VBZ
cord-351030-jqqxqjzf	167	4	that	that	IN
cord-351030-jqqxqjzf	167	5	researchers	researcher	NNS
cord-351030-jqqxqjzf	167	6	can	can	MD
cord-351030-jqqxqjzf	167	7	use	use	VB
cord-351030-jqqxqjzf	167	8	traditional	traditional	JJ
cord-351030-jqqxqjzf	167	9	infectious	infectious	JJ
cord-351030-jqqxqjzf	167	10	disease	disease	NN
cord-351030-jqqxqjzf	167	11	models	model	NNS
cord-351030-jqqxqjzf	167	12	to	to	TO
cord-351030-jqqxqjzf	167	13	predict	predict	VB
cord-351030-jqqxqjzf	167	14	epidemic	epidemic	NN
cord-351030-jqqxqjzf	167	15	trends	trend	NNS
cord-351030-jqqxqjzf	167	16	in	in	IN
cord-351030-jqqxqjzf	167	17	these	these	DT
cord-351030-jqqxqjzf	167	18	areas	area	NNS
cord-351030-jqqxqjzf	167	19	,	,	,
cord-351030-jqqxqjzf	167	20	which	which	WDT
cord-351030-jqqxqjzf	167	21	is	be	VBZ
cord-351030-jqqxqjzf	167	22	also	also	RB
cord-351030-jqqxqjzf	167	23	the	the	DT
cord-351030-jqqxqjzf	167	24	basis	basis	NN
cord-351030-jqqxqjzf	167	25	for	for	IN
cord-351030-jqqxqjzf	167	26	this	this	DT
cord-351030-jqqxqjzf	167	27	article	article	NN
cord-351030-jqqxqjzf	167	28	to	to	TO
cord-351030-jqqxqjzf	167	29	use	use	VB
cord-351030-jqqxqjzf	167	30	the	the	DT
cord-351030-jqqxqjzf	167	31	SEJIR	SEJIR	NNP
cord-351030-jqqxqjzf	167	32	model	model	NN
cord-351030-jqqxqjzf	167	33	.	.	.
cord-351030-jqqxqjzf	168	1	After	after	IN
cord-351030-jqqxqjzf	168	2	getting	get	VBG
cord-351030-jqqxqjzf	168	3	the	the	DT
cord-351030-jqqxqjzf	168	4	Hong	Hong	NNP
cord-351030-jqqxqjzf	168	5	Kong	Kong	NNP
cord-351030-jqqxqjzf	168	6	relationship	relationship	NN
cord-351030-jqqxqjzf	168	7	subnet	subnet	NN
cord-351030-jqqxqjzf	168	8	.	.	.
cord-351030-jqqxqjzf	169	1	We	-PRON-	PRP
cord-351030-jqqxqjzf	169	2	used	use	VBD
cord-351030-jqqxqjzf	169	3	Passive	Passive	NNP
cord-351030-jqqxqjzf	169	4	Aggressive	Aggressive	NNP
cord-351030-jqqxqjzf	169	5	Algorithm	Algorithm	NNP
cord-351030-jqqxqjzf	169	6	based	base	VBN
cord-351030-jqqxqjzf	169	7	on	on	IN
cord-351030-jqqxqjzf	169	8	1	1	CD
cord-351030-jqqxqjzf	169	9	and	and	CC
cord-351030-jqqxqjzf	169	10	2	2	CD
cord-351030-jqqxqjzf	169	11	norm	norm	NN
cord-351030-jqqxqjzf	169	12	to	to	TO
cord-351030-jqqxqjzf	169	13	establish	establish	VB
cord-351030-jqqxqjzf	169	14	regression	regression	NN
cord-351030-jqqxqjzf	169	15	models	model	NNS
cord-351030-jqqxqjzf	169	16	respectively	respectively	RB
cord-351030-jqqxqjzf	169	17	.	.	.
cord-351030-jqqxqjzf	170	1	The	the	DT
cord-351030-jqqxqjzf	170	2	experimental	experimental	JJ
cord-351030-jqqxqjzf	170	3	results	result	NNS
cord-351030-jqqxqjzf	170	4	are	be	VBP
cord-351030-jqqxqjzf	170	5	shown	show	VBN
cord-351030-jqqxqjzf	170	6	in	in	IN
cord-351030-jqqxqjzf	170	7	Figure	Figure	NNP
cord-351030-jqqxqjzf	170	8	3	3	CD
cord-351030-jqqxqjzf	170	9	.	.	.
cord-351030-jqqxqjzf	171	1	As	as	IN
cord-351030-jqqxqjzf	171	2	shown	show	VBN
cord-351030-jqqxqjzf	171	3	in	in	IN
cord-351030-jqqxqjzf	171	4	Table	Table	NNP
cord-351030-jqqxqjzf	171	5	2	2	CD
cord-351030-jqqxqjzf	171	6	-3	-3	NNP
cord-351030-jqqxqjzf	171	7	,	,	,
cord-351030-jqqxqjzf	171	8	the	the	DT
cord-351030-jqqxqjzf	171	9	Passive	Passive	NNP
cord-351030-jqqxqjzf	171	10	Aggressive	Aggressive	NNP
cord-351030-jqqxqjzf	171	11	Algorithm	Algorithm	NNP
cord-351030-jqqxqjzf	171	12	can	can	MD
cord-351030-jqqxqjzf	171	13	fit	fit	VB
cord-351030-jqqxqjzf	171	14	the	the	DT
cord-351030-jqqxqjzf	171	15	existing	exist	VBG
cord-351030-jqqxqjzf	171	16	growth	growth	NN
cord-351030-jqqxqjzf	171	17	curve	curve	NN
cord-351030-jqqxqjzf	171	18	well	well	RB
cord-351030-jqqxqjzf	171	19	,	,	,
cord-351030-jqqxqjzf	171	20	and	and	CC
cord-351030-jqqxqjzf	171	21	the	the	DT
cord-351030-jqqxqjzf	171	22	error	error	NN
cord-351030-jqqxqjzf	171	23	of	of	IN
cord-351030-jqqxqjzf	171	24	the	the	DT
cord-351030-jqqxqjzf	171	25	5-fold	5-fold	CD
cord-351030-jqqxqjzf	171	26	cross	cross	NN
cord-351030-jqqxqjzf	171	27	-	-	NN
cord-351030-jqqxqjzf	171	28	validation	validation	NN
cord-351030-jqqxqjzf	171	29	is	be	VBZ
cord-351030-jqqxqjzf	171	30	only	only	RB
cord-351030-jqqxqjzf	171	31	-6.94	-6.94	CD
cord-351030-jqqxqjzf	171	32	.	.	.
cord-351030-jqqxqjzf	172	1	Among	among	IN
cord-351030-jqqxqjzf	172	2	them	-PRON-	PRP
cord-351030-jqqxqjzf	172	3	,	,	,
cord-351030-jqqxqjzf	172	4	Passive	Passive	NNP
cord-351030-jqqxqjzf	172	5	Aggressive	Aggressive	NNP
cord-351030-jqqxqjzf	172	6	Algorithm_L2	Algorithm_L2	NNP
cord-351030-jqqxqjzf	172	7	has	have	VBZ
cord-351030-jqqxqjzf	172	8	a	a	DT
cord-351030-jqqxqjzf	172	9	better	well	JJR
cord-351030-jqqxqjzf	172	10	realization	realization	NN
cord-351030-jqqxqjzf	172	11	,	,	,
cord-351030-jqqxqjzf	172	12	and	and	CC
cord-351030-jqqxqjzf	172	13	the	the	DT
cord-351030-jqqxqjzf	172	14	minimum	minimum	NN
cord-351030-jqqxqjzf	172	15	error	error	NN
cord-351030-jqqxqjzf	172	16	is	be	VBZ
cord-351030-jqqxqjzf	172	17	only	only	RB
cord-351030-jqqxqjzf	172	18	0.12	0.12	CD
cord-351030-jqqxqjzf	172	19	.	.	.
cord-351030-jqqxqjzf	173	1	The	the	DT
cord-351030-jqqxqjzf	173	2	explained_variance	explained_variance	NN
cord-351030-jqqxqjzf	173	3	and	and	CC
cord-351030-jqqxqjzf	173	4	r2	r2	NNP
cord-351030-jqqxqjzf	173	5	indicators	indicator	NNS
cord-351030-jqqxqjzf	173	6	of	of	IN
cord-351030-jqqxqjzf	173	7	both	both	DT
cord-351030-jqqxqjzf	173	8	models	model	NNS
cord-351030-jqqxqjzf	173	9	are	be	VBP
cord-351030-jqqxqjzf	173	10	0.99	0.99	CD
cord-351030-jqqxqjzf	173	11	,	,	,
cord-351030-jqqxqjzf	173	12	and	and	CC
cord-351030-jqqxqjzf	173	13	mean_absolute_error	mean_absolute_error	NNP
cord-351030-jqqxqjzf	173	14	is	be	VBZ
cord-351030-jqqxqjzf	173	15	lower	low	JJR
cord-351030-jqqxqjzf	173	16	than	than	IN
cord-351030-jqqxqjzf	173	17	13.3	13.3	CD
cord-351030-jqqxqjzf	173	18	,	,	,
cord-351030-jqqxqjzf	173	19	Shows	show	VBZ
cord-351030-jqqxqjzf	173	20	an	an	DT
cord-351030-jqqxqjzf	173	21	extremely	extremely	RB
cord-351030-jqqxqjzf	173	22	high	high	JJ
cord-351030-jqqxqjzf	173	23	degree	degree	NN
cord-351030-jqqxqjzf	173	24	of	of	IN
cord-351030-jqqxqjzf	173	25	fit	fit	NN
cord-351030-jqqxqjzf	173	26	to	to	IN
cord-351030-jqqxqjzf	173	27	existing	exist	VBG
cord-351030-jqqxqjzf	173	28	growth	growth	NN
cord-351030-jqqxqjzf	173	29	data	datum	NNS
cord-351030-jqqxqjzf	173	30	.	.	.
cord-351030-jqqxqjzf	174	1	This	this	DT
cord-351030-jqqxqjzf	174	2	result	result	NN
cord-351030-jqqxqjzf	174	3	shows	show	VBZ
cord-351030-jqqxqjzf	174	4	that	that	IN
cord-351030-jqqxqjzf	174	5	we	-PRON-	PRP
cord-351030-jqqxqjzf	174	6	can	can	MD
cord-351030-jqqxqjzf	174	7	use	use	VB
cord-351030-jqqxqjzf	174	8	the	the	DT
cord-351030-jqqxqjzf	174	9	data	datum	NNS
cord-351030-jqqxqjzf	174	10	based	base	VBN
cord-351030-jqqxqjzf	174	11	on	on	IN
cord-351030-jqqxqjzf	174	12	the	the	DT
cord-351030-jqqxqjzf	174	13	relation	relation	NN
cord-351030-jqqxqjzf	174	14	network	network	NN
cord-351030-jqqxqjzf	174	15	to	to	TO
cord-351030-jqqxqjzf	174	16	fit	fit	VB
cord-351030-jqqxqjzf	174	17	the	the	DT
cord-351030-jqqxqjzf	174	18	existing	exist	VBG
cord-351030-jqqxqjzf	174	19	case	case	NN
cord-351030-jqqxqjzf	174	20	growth	growth	NN
cord-351030-jqqxqjzf	174	21	situation	situation	NN
cord-351030-jqqxqjzf	174	22	in	in	IN
cord-351030-jqqxqjzf	174	23	Hong	Hong	NNP
cord-351030-jqqxqjzf	174	24	Kong	Kong	NNP
cord-351030-jqqxqjzf	174	25	.	.	.
cord-351030-jqqxqjzf	175	1	This	this	DT
cord-351030-jqqxqjzf	175	2	means	mean	VBZ
cord-351030-jqqxqjzf	175	3	that	that	IN
cord-351030-jqqxqjzf	175	4	we	-PRON-	PRP
cord-351030-jqqxqjzf	175	5	can	can	MD
cord-351030-jqqxqjzf	175	6	use	use	VB
cord-351030-jqqxqjzf	175	7	24	24	CD
cord-351030-jqqxqjzf	175	8	countries	country	NNS
cord-351030-jqqxqjzf	175	9	related	relate	VBN
cord-351030-jqqxqjzf	175	10	to	to	IN
cord-351030-jqqxqjzf	175	11	Hong	Hong	NNP
cord-351030-jqqxqjzf	175	12	Kong	Kong	NNP
cord-351030-jqqxqjzf	175	13	to	to	TO
cord-351030-jqqxqjzf	175	14	predict	predict	VB
cord-351030-jqqxqjzf	175	15	the	the	DT
cord-351030-jqqxqjzf	175	16	future	future	JJ
cord-351030-jqqxqjzf	175	17	case	case	NN
cord-351030-jqqxqjzf	175	18	growth	growth	NN
cord-351030-jqqxqjzf	175	19	curve	curve	NN
cord-351030-jqqxqjzf	175	20	of	of	IN
cord-351030-jqqxqjzf	175	21	Hong	Hong	NNP
cord-351030-jqqxqjzf	175	22	Kong	Kong	NNP
cord-351030-jqqxqjzf	175	23	(	(	-LRB-
cord-351030-jqqxqjzf	175	24	unblocked	unblocked	JJ
cord-351030-jqqxqjzf	175	25	traffic	traffic	NN
cord-351030-jqqxqjzf	175	26	)	)	-RRB-
cord-351030-jqqxqjzf	175	27	.	.	.
cord-351030-jqqxqjzf	176	1	All	all	DT
cord-351030-jqqxqjzf	176	2	rights	right	NNS
cord-351030-jqqxqjzf	176	3	reserved	reserve	VBN
cord-351030-jqqxqjzf	176	4	.	.	.
cord-351030-jqqxqjzf	177	1	No	no	DT
cord-351030-jqqxqjzf	177	2	reuse	reuse	NN
cord-351030-jqqxqjzf	177	3	allowed	allow	VBN
cord-351030-jqqxqjzf	177	4	without	without	IN
cord-351030-jqqxqjzf	177	5	permission	permission	NN
cord-351030-jqqxqjzf	177	6	.	.	.
cord-351030-jqqxqjzf	178	1	(	(	-LRB-
cord-351030-jqqxqjzf	178	2	which	which	WDT
cord-351030-jqqxqjzf	178	3	was	be	VBD
cord-351030-jqqxqjzf	178	4	not	not	RB
cord-351030-jqqxqjzf	178	5	certified	certify	VBN
cord-351030-jqqxqjzf	178	6	by	by	IN
cord-351030-jqqxqjzf	178	7	peer	peer	NN
cord-351030-jqqxqjzf	178	8	review	review	NN
cord-351030-jqqxqjzf	178	9	)	)	-RRB-
cord-351030-jqqxqjzf	178	10	is	be	VBZ
cord-351030-jqqxqjzf	178	11	the	the	DT
cord-351030-jqqxqjzf	178	12	author	author	NN
cord-351030-jqqxqjzf	178	13	/	/	SYM
cord-351030-jqqxqjzf	178	14	funder	funder	NN
cord-351030-jqqxqjzf	178	15	,	,	,
cord-351030-jqqxqjzf	178	16	who	who	WP
cord-351030-jqqxqjzf	178	17	has	have	VBZ
cord-351030-jqqxqjzf	178	18	granted	grant	VBN
cord-351030-jqqxqjzf	178	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	178	20	a	a	DT
cord-351030-jqqxqjzf	178	21	license	license	NN
cord-351030-jqqxqjzf	178	22	to	to	TO
cord-351030-jqqxqjzf	178	23	display	display	VB
cord-351030-jqqxqjzf	178	24	the	the	DT
cord-351030-jqqxqjzf	178	25	preprint	preprint	NN
cord-351030-jqqxqjzf	178	26	in	in	IN
cord-351030-jqqxqjzf	178	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	178	28	.	.	.
cord-351030-jqqxqjzf	179	1	The	the	DT
cord-351030-jqqxqjzf	179	2	copyright	copyright	NN
cord-351030-jqqxqjzf	179	3	holder	holder	NN
cord-351030-jqqxqjzf	179	4	for	for	IN
cord-351030-jqqxqjzf	179	5	this	this	DT
cord-351030-jqqxqjzf	179	6	preprint	preprint	NN
cord-351030-jqqxqjzf	179	7	this	this	DT
cord-351030-jqqxqjzf	179	8	version	version	NN
cord-351030-jqqxqjzf	179	9	posted	post	VBN
cord-351030-jqqxqjzf	179	10	May	May	NNP
cord-351030-jqqxqjzf	179	11	16	16	CD
cord-351030-jqqxqjzf	179	12	,	,	,
cord-351030-jqqxqjzf	179	13	2020	2020	CD
cord-351030-jqqxqjzf	179	14	.	.	.
cord-351030-jqqxqjzf	179	15	.	.	.
cord-351030-jqqxqjzf	180	1	https://doi.org/10.1101/2020.05	https://doi.org/10.1101/2020.05	NNP
cord-351030-jqqxqjzf	180	2	.	.	.
cord-351030-jqqxqjzf	181	1	13.20099978	13.20099978	CD
cord-351030-jqqxqjzf	181	2	doi	doi	NN
cord-351030-jqqxqjzf	181	3	:	:	:
cord-351030-jqqxqjzf	182	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	182	2	preprint	preprint	NN
cord-351030-jqqxqjzf	182	3	Finally	finally	RB
cord-351030-jqqxqjzf	182	4	,	,	,
cord-351030-jqqxqjzf	182	5	we	-PRON-	PRP
cord-351030-jqqxqjzf	182	6	used	use	VBD
cord-351030-jqqxqjzf	182	7	the	the	DT
cord-351030-jqqxqjzf	182	8	SEJIR	SEJIR	NNP
cord-351030-jqqxqjzf	182	9	model	model	NN
cord-351030-jqqxqjzf	182	10	to	to	TO
cord-351030-jqqxqjzf	182	11	simulate	simulate	VB
cord-351030-jqqxqjzf	182	12	the	the	DT
cord-351030-jqqxqjzf	182	13	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	182	14	case	case	NN
cord-351030-jqqxqjzf	182	15	growth	growth	NN
cord-351030-jqqxqjzf	182	16	data	datum	NNS
cord-351030-jqqxqjzf	182	17	of	of	IN
cord-351030-jqqxqjzf	182	18	23	23	CD
cord-351030-jqqxqjzf	182	19	countries	country	NNS
cord-351030-jqqxqjzf	182	20	and	and	CC
cord-351030-jqqxqjzf	182	21	regions	region	NNS
cord-351030-jqqxqjzf	182	22	related	relate	VBN
cord-351030-jqqxqjzf	182	23	to	to	IN
cord-351030-jqqxqjzf	182	24	Hong	Hong	NNP
cord-351030-jqqxqjzf	182	25	Kong	Kong	NNP
cord-351030-jqqxqjzf	182	26	.	.	.
cord-351030-jqqxqjzf	183	1	The	the	DT
cord-351030-jqqxqjzf	183	2	parameters	parameter	NNS
cord-351030-jqqxqjzf	183	3	used	use	VBN
cord-351030-jqqxqjzf	183	4	in	in	IN
cord-351030-jqqxqjzf	183	5	this	this	DT
cord-351030-jqqxqjzf	183	6	article	article	NN
cord-351030-jqqxqjzf	183	7	are	be	VBP
cord-351030-jqqxqjzf	183	8	shown	show	VBN
cord-351030-jqqxqjzf	183	9	in	in	IN
cord-351030-jqqxqjzf	183	10	Table	Table	NNP
cord-351030-jqqxqjzf	183	11	4	4	CD
cord-351030-jqqxqjzf	183	12	,	,	,
cord-351030-jqqxqjzf	183	13	where	where	WRB
cord-351030-jqqxqjzf	183	14	Beta	beta	NN
cord-351030-jqqxqjzf	183	15	is	be	VBZ
cord-351030-jqqxqjzf	183	16	a	a	DT
cord-351030-jqqxqjzf	183	17	floating	float	VBG
cord-351030-jqqxqjzf	183	18	value	value	NN
cord-351030-jqqxqjzf	183	19	,	,	,
cord-351030-jqqxqjzf	183	20	which	which	WDT
cord-351030-jqqxqjzf	183	21	is	be	VBZ
cord-351030-jqqxqjzf	183	22	adjusted	adjust	VBN
cord-351030-jqqxqjzf	183	23	according	accord	VBG
cord-351030-jqqxqjzf	183	24	to	to	IN
cord-351030-jqqxqjzf	183	25	the	the	DT
cord-351030-jqqxqjzf	183	26	specific	specific	JJ
cord-351030-jqqxqjzf	183	27	conditions	condition	NNS
cord-351030-jqqxqjzf	183	28	of	of	IN
cord-351030-jqqxqjzf	183	29	each	each	DT
cord-351030-jqqxqjzf	183	30	country	country	NN
cord-351030-jqqxqjzf	183	31	.	.	.
cord-351030-jqqxqjzf	184	1	Since	since	IN
cord-351030-jqqxqjzf	184	2	this	this	DT
cord-351030-jqqxqjzf	184	3	article	article	NN
cord-351030-jqqxqjzf	184	4	can	can	MD
cord-351030-jqqxqjzf	184	5	collect	collect	VB
cord-351030-jqqxqjzf	184	6	real	real	JJ
cord-351030-jqqxqjzf	184	7	data	datum	NNS
cord-351030-jqqxqjzf	184	8	from	from	IN
cord-351030-jqqxqjzf	184	9	other	other	JJ
cord-351030-jqqxqjzf	184	10	countries	country	NNS
cord-351030-jqqxqjzf	184	11	from	from	IN
cord-351030-jqqxqjzf	184	12	April	April	NNP
cord-351030-jqqxqjzf	184	13	2	2	CD
cord-351030-jqqxqjzf	184	14	-	-	SYM
cord-351030-jqqxqjzf	184	15	19	19	CD
cord-351030-jqqxqjzf	184	16	,	,	,
cord-351030-jqqxqjzf	184	17	this	this	DT
cord-351030-jqqxqjzf	184	18	article	article	NN
cord-351030-jqqxqjzf	184	19	first	first	RB
cord-351030-jqqxqjzf	184	20	uses	use	VBZ
cord-351030-jqqxqjzf	184	21	real	real	JJ
cord-351030-jqqxqjzf	184	22	data	datum	NNS
cord-351030-jqqxqjzf	184	23	to	to	TO
cord-351030-jqqxqjzf	184	24	predict	predict	VB
cord-351030-jqqxqjzf	184	25	the	the	DT
cord-351030-jqqxqjzf	184	26	growth	growth	NN
cord-351030-jqqxqjzf	184	27	curve	curve	NN
cord-351030-jqqxqjzf	184	28	of	of	IN
cord-351030-jqqxqjzf	184	29	Hong	Hong	NNP
cord-351030-jqqxqjzf	184	30	Kong	Kong	NNP
cord-351030-jqqxqjzf	184	31	's	's	POS
cord-351030-jqqxqjzf	184	32	epidemic	epidemic	NN
cord-351030-jqqxqjzf	184	33	without	without	IN
cord-351030-jqqxqjzf	184	34	blocking	block	VBG
cord-351030-jqqxqjzf	184	35	international	international	JJ
cord-351030-jqqxqjzf	184	36	traffic	traffic	NN
cord-351030-jqqxqjzf	184	37	,	,	,
cord-351030-jqqxqjzf	184	38	the	the	DT
cord-351030-jqqxqjzf	184	39	purpose	purpose	NN
cord-351030-jqqxqjzf	184	40	is	be	VBZ
cord-351030-jqqxqjzf	184	41	to	to	TO
cord-351030-jqqxqjzf	184	42	evaluate	evaluate	VB
cord-351030-jqqxqjzf	184	43	the	the	DT
cord-351030-jqqxqjzf	184	44	necessity	necessity	NN
cord-351030-jqqxqjzf	184	45	of	of	IN
cord-351030-jqqxqjzf	184	46	traffic	traffic	NN
cord-351030-jqqxqjzf	184	47	blockade	blockade	NN
cord-351030-jqqxqjzf	184	48	.	.	.
cord-351030-jqqxqjzf	185	1	As	as	IN
cord-351030-jqqxqjzf	185	2	shown	show	VBN
cord-351030-jqqxqjzf	185	3	in	in	IN
cord-351030-jqqxqjzf	185	4	 	 	_SP
cord-351030-jqqxqjzf	186	1	At	at	IN
cord-351030-jqqxqjzf	186	2	present	present	NN
cord-351030-jqqxqjzf	186	3	,	,	,
cord-351030-jqqxqjzf	186	4	researchers	researcher	NNS
cord-351030-jqqxqjzf	186	5	have	have	VBP
cord-351030-jqqxqjzf	186	6	done	do	VBN
cord-351030-jqqxqjzf	186	7	a	a	DT
cord-351030-jqqxqjzf	186	8	lot	lot	NN
cord-351030-jqqxqjzf	186	9	of	of	IN
cord-351030-jqqxqjzf	186	10	work	work	NN
cord-351030-jqqxqjzf	186	11	to	to	TO
cord-351030-jqqxqjzf	186	12	predict	predict	VB
cord-351030-jqqxqjzf	186	13	the	the	DT
cord-351030-jqqxqjzf	186	14	trend	trend	NN
cord-351030-jqqxqjzf	186	15	of	of	IN
cord-351030-jqqxqjzf	186	16	local	local	JJ
cord-351030-jqqxqjzf	186	17	transmission	transmission	NN
cord-351030-jqqxqjzf	186	18	of	of	IN
cord-351030-jqqxqjzf	186	19	COV-19	COV-19	NNP
cord-351030-jqqxqjzf	186	20	.	.	.
cord-351030-jqqxqjzf	187	1	However	however	RB
cord-351030-jqqxqjzf	187	2	,	,	,
cord-351030-jqqxqjzf	187	3	in	in	IN
cord-351030-jqqxqjzf	187	4	many	many	JJ
cord-351030-jqqxqjzf	187	5	countries	country	NNS
cord-351030-jqqxqjzf	187	6	and	and	CC
cord-351030-jqqxqjzf	187	7	regions	region	NNS
cord-351030-jqqxqjzf	187	8	,	,	,
cord-351030-jqqxqjzf	187	9	the	the	DT
cord-351030-jqqxqjzf	187	10	growth	growth	NN
cord-351030-jqqxqjzf	187	11	pattern	pattern	NN
cord-351030-jqqxqjzf	187	12	of	of	IN
cord-351030-jqqxqjzf	187	13	outbreaks	outbreak	NNS
cord-351030-jqqxqjzf	187	14	is	be	VBZ
cord-351030-jqqxqjzf	187	15	dominated	dominate	VBN
cord-351030-jqqxqjzf	187	16	by	by	IN
cord-351030-jqqxqjzf	187	17	overseas	overseas	JJ
cord-351030-jqqxqjzf	187	18	imports	import	NNS
cord-351030-jqqxqjzf	187	19	.	.	.
cord-351030-jqqxqjzf	188	1	Existing	exist	VBG
cord-351030-jqqxqjzf	188	2	research	research	NN
cord-351030-jqqxqjzf	188	3	is	be	VBZ
cord-351030-jqqxqjzf	188	4	difficult	difficult	JJ
cord-351030-jqqxqjzf	188	5	to	to	TO
cord-351030-jqqxqjzf	188	6	predict	predict	VB
cord-351030-jqqxqjzf	188	7	effectively	effectively	RB
cord-351030-jqqxqjzf	188	8	.	.	.
cord-351030-jqqxqjzf	189	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	189	2	,	,	,
cord-351030-jqqxqjzf	189	3	we	-PRON-	PRP
cord-351030-jqqxqjzf	189	4	take	take	VBP
cord-351030-jqqxqjzf	189	5	Hong	Hong	NNP
cord-351030-jqqxqjzf	189	6	Kong	Kong	NNP
cord-351030-jqqxqjzf	189	7	as	as	IN
cord-351030-jqqxqjzf	189	8	an	an	DT
cord-351030-jqqxqjzf	189	9	example	example	NN
cord-351030-jqqxqjzf	189	10	,	,	,
cord-351030-jqqxqjzf	189	11	the	the	DT
cord-351030-jqqxqjzf	189	12	purpose	purpose	NN
cord-351030-jqqxqjzf	189	13	is	be	VBZ
cord-351030-jqqxqjzf	189	14	to	to	TO
cord-351030-jqqxqjzf	189	15	propose	propose	VB
cord-351030-jqqxqjzf	189	16	an	an	DT
cord-351030-jqqxqjzf	189	17	infectious	infectious	JJ
cord-351030-jqqxqjzf	189	18	disease	disease	NN
cord-351030-jqqxqjzf	189	19	model	model	NN
cord-351030-jqqxqjzf	189	20	that	that	WDT
cord-351030-jqqxqjzf	189	21	predicts	predict	VBZ
cord-351030-jqqxqjzf	189	22	the	the	DT
cord-351030-jqqxqjzf	189	23	growth	growth	NN
cord-351030-jqqxqjzf	189	24	trend	trend	NN
cord-351030-jqqxqjzf	189	25	of	of	IN
cord-351030-jqqxqjzf	189	26	imported	import	VBN
cord-351030-jqqxqjzf	189	27	cases	case	NNS
cord-351030-jqqxqjzf	189	28	abroad	abroad	RB
cord-351030-jqqxqjzf	189	29	.	.	.
cord-351030-jqqxqjzf	190	1	In	in	IN
cord-351030-jqqxqjzf	190	2	this	this	DT
cord-351030-jqqxqjzf	190	3	article	article	NN
cord-351030-jqqxqjzf	190	4	,	,	,
cord-351030-jqqxqjzf	190	5	first	first	RB
cord-351030-jqqxqjzf	190	6	,	,	,
cord-351030-jqqxqjzf	190	7	we	-PRON-	PRP
cord-351030-jqqxqjzf	190	8	proposed	propose	VBD
cord-351030-jqqxqjzf	190	9	the	the	DT
cord-351030-jqqxqjzf	190	10	sparse	sparse	JJ
cord-351030-jqqxqjzf	190	11	network	network	NN
cord-351030-jqqxqjzf	190	12	model	model	NN
cord-351030-jqqxqjzf	190	13	based	base	VBN
cord-351030-jqqxqjzf	190	14	on	on	IN
cord-351030-jqqxqjzf	190	15	lasso	lasso	NN
cord-351030-jqqxqjzf	190	16	,	,	,
cord-351030-jqqxqjzf	190	17	by	by	IN
cord-351030-jqqxqjzf	190	18	analyzing	analyze	VBG
cord-351030-jqqxqjzf	190	19	the	the	DT
cord-351030-jqqxqjzf	190	20	data	datum	NNS
cord-351030-jqqxqjzf	190	21	matrix	matrix	NN
cord-351030-jqqxqjzf	190	22	of	of	IN
cord-351030-jqqxqjzf	190	23	real	real	JJ
cord-351030-jqqxqjzf	190	24	case	case	NN
cord-351030-jqqxqjzf	190	25	statistics	statistic	NNS
cord-351030-jqqxqjzf	190	26	and	and	CC
cord-351030-jqqxqjzf	190	27	drawing	draw	VBG
cord-351030-jqqxqjzf	190	28	the	the	DT
cord-351030-jqqxqjzf	190	29	COV-19	COV-19	NNP
cord-351030-jqqxqjzf	190	30	epidemic	epidemic	JJ
cord-351030-jqqxqjzf	190	31	international	international	JJ
cord-351030-jqqxqjzf	190	32	network	network	NN
cord-351030-jqqxqjzf	190	33	.	.	.
cord-351030-jqqxqjzf	191	1	From	from	IN
cord-351030-jqqxqjzf	191	2	this	this	DT
cord-351030-jqqxqjzf	191	3	All	all	DT
cord-351030-jqqxqjzf	191	4	rights	right	NNS
cord-351030-jqqxqjzf	191	5	reserved	reserve	VBN
cord-351030-jqqxqjzf	191	6	.	.	.
cord-351030-jqqxqjzf	192	1	No	no	DT
cord-351030-jqqxqjzf	192	2	reuse	reuse	NN
cord-351030-jqqxqjzf	192	3	allowed	allow	VBN
cord-351030-jqqxqjzf	192	4	without	without	IN
cord-351030-jqqxqjzf	192	5	permission	permission	NN
cord-351030-jqqxqjzf	192	6	.	.	.
cord-351030-jqqxqjzf	193	1	(	(	-LRB-
cord-351030-jqqxqjzf	193	2	which	which	WDT
cord-351030-jqqxqjzf	193	3	was	be	VBD
cord-351030-jqqxqjzf	193	4	not	not	RB
cord-351030-jqqxqjzf	193	5	certified	certify	VBN
cord-351030-jqqxqjzf	193	6	by	by	IN
cord-351030-jqqxqjzf	193	7	peer	peer	NN
cord-351030-jqqxqjzf	193	8	review	review	NN
cord-351030-jqqxqjzf	193	9	)	)	-RRB-
cord-351030-jqqxqjzf	193	10	is	be	VBZ
cord-351030-jqqxqjzf	193	11	the	the	DT
cord-351030-jqqxqjzf	193	12	author	author	NN
cord-351030-jqqxqjzf	193	13	/	/	SYM
cord-351030-jqqxqjzf	193	14	funder	funder	NN
cord-351030-jqqxqjzf	193	15	,	,	,
cord-351030-jqqxqjzf	193	16	who	who	WP
cord-351030-jqqxqjzf	193	17	has	have	VBZ
cord-351030-jqqxqjzf	193	18	granted	grant	VBN
cord-351030-jqqxqjzf	193	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	193	20	a	a	DT
cord-351030-jqqxqjzf	193	21	license	license	NN
cord-351030-jqqxqjzf	193	22	to	to	TO
cord-351030-jqqxqjzf	193	23	display	display	VB
cord-351030-jqqxqjzf	193	24	the	the	DT
cord-351030-jqqxqjzf	193	25	preprint	preprint	NN
cord-351030-jqqxqjzf	193	26	in	in	IN
cord-351030-jqqxqjzf	193	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	193	28	.	.	.
cord-351030-jqqxqjzf	194	1	This	this	DT
cord-351030-jqqxqjzf	194	2	article	article	NN
cord-351030-jqqxqjzf	194	3	still	still	RB
cord-351030-jqqxqjzf	194	4	has	have	VBZ
cord-351030-jqqxqjzf	194	5	some	some	DT
cord-351030-jqqxqjzf	194	6	shortcomings	shortcoming	NNS
cord-351030-jqqxqjzf	194	7	.	.	.
cord-351030-jqqxqjzf	195	1	For	for	IN
cord-351030-jqqxqjzf	195	2	example	example	NN
cord-351030-jqqxqjzf	195	3	,	,	,
cord-351030-jqqxqjzf	195	4	we	-PRON-	PRP
cord-351030-jqqxqjzf	195	5	assume	assume	VBP
cord-351030-jqqxqjzf	195	6	that	that	IN
cord-351030-jqqxqjzf	195	7	international	international	JJ
cord-351030-jqqxqjzf	195	8	tourists	tourist	NNS
cord-351030-jqqxqjzf	195	9	in	in	IN
cord-351030-jqqxqjzf	195	10	Hong	Hong	NNP
cord-351030-jqqxqjzf	195	11	Kong	Kong	NNP
cord-351030-jqqxqjzf	195	12	will	will	MD
cord-351030-jqqxqjzf	195	13	be	be	VB
cord-351030-jqqxqjzf	195	14	quarantined	quarantine	VBN
cord-351030-jqqxqjzf	195	15	and	and	CC
cord-351030-jqqxqjzf	195	16	all	all	DT
cord-351030-jqqxqjzf	195	17	infected	infected	JJ
cord-351030-jqqxqjzf	195	18	persons	person	NNS
cord-351030-jqqxqjzf	195	19	will	will	MD
cord-351030-jqqxqjzf	195	20	be	be	VB
cord-351030-jqqxqjzf	195	21	diagnosed	diagnose	VBN
cord-351030-jqqxqjzf	195	22	.	.	.
cord-351030-jqqxqjzf	196	1	However	however	RB
cord-351030-jqqxqjzf	196	2	,	,	,
cord-351030-jqqxqjzf	196	3	some	some	DT
cord-351030-jqqxqjzf	196	4	asymptomatic	asymptomatic	JJ
cord-351030-jqqxqjzf	196	5	infected	infected	JJ
cord-351030-jqqxqjzf	196	6	persons	person	NNS
cord-351030-jqqxqjzf	196	7	may	may	MD
cord-351030-jqqxqjzf	196	8	still	still	RB
cord-351030-jqqxqjzf	196	9	be	be	VB
cord-351030-jqqxqjzf	196	10	missed	miss	VBN
cord-351030-jqqxqjzf	196	11	,	,	,
cord-351030-jqqxqjzf	196	12	causing	cause	VBG
cord-351030-jqqxqjzf	196	13	local	local	JJ
cord-351030-jqqxqjzf	196	14	transmission	transmission	NN
cord-351030-jqqxqjzf	196	15	in	in	IN
cord-351030-jqqxqjzf	196	16	Hong	Hong	NNP
cord-351030-jqqxqjzf	196	17	Kong	Kong	NNP
cord-351030-jqqxqjzf	196	18	.	.	.
cord-351030-jqqxqjzf	197	1	Therefore	therefore	RB
cord-351030-jqqxqjzf	197	2	,	,	,
cord-351030-jqqxqjzf	197	3	in	in	IN
cord-351030-jqqxqjzf	197	4	the	the	DT
cord-351030-jqqxqjzf	197	5	next	next	JJ
cord-351030-jqqxqjzf	197	6	step	step	NN
cord-351030-jqqxqjzf	197	7	we	-PRON-	PRP
cord-351030-jqqxqjzf	197	8	plan	plan	VBP
cord-351030-jqqxqjzf	197	9	to	to	TO
cord-351030-jqqxqjzf	197	10	count	count	VB
cord-351030-jqqxqjzf	197	11	the	the	DT
cord-351030-jqqxqjzf	197	12	asymptomatic	asymptomatic	JJ
cord-351030-jqqxqjzf	197	13	infection	infection	NN
cord-351030-jqqxqjzf	197	14	rate	rate	NN
cord-351030-jqqxqjzf	197	15	in	in	IN
cord-351030-jqqxqjzf	197	16	Hong	Hong	NNP
cord-351030-jqqxqjzf	197	17	Kong	Kong	NNP
cord-351030-jqqxqjzf	197	18	and	and	CC
cord-351030-jqqxqjzf	197	19	further	further	RB
cord-351030-jqqxqjzf	197	20	improve	improve	VB
cord-351030-jqqxqjzf	197	21	the	the	DT
cord-351030-jqqxqjzf	197	22	model	model	NN
cord-351030-jqqxqjzf	197	23	in	in	IN
cord-351030-jqqxqjzf	197	24	this	this	DT
cord-351030-jqqxqjzf	197	25	article	article	NN
cord-351030-jqqxqjzf	197	26	.	.	.
cord-351030-jqqxqjzf	198	1	No	no	DT
cord-351030-jqqxqjzf	198	2	potential	potential	JJ
cord-351030-jqqxqjzf	198	3	conflict	conflict	NN
cord-351030-jqqxqjzf	198	4	of	of	IN
cord-351030-jqqxqjzf	198	5	interest	interest	NN
cord-351030-jqqxqjzf	198	6	was	be	VBD
cord-351030-jqqxqjzf	198	7	reported	report	VBN
cord-351030-jqqxqjzf	198	8	by	by	IN
cord-351030-jqqxqjzf	198	9	the	the	DT
cord-351030-jqqxqjzf	198	10	author(s	author(s	NNP
cord-351030-jqqxqjzf	198	11	)	)	-RRB-
cord-351030-jqqxqjzf	198	12	.	.	.
cord-351030-jqqxqjzf	199	1	All	all	DT
cord-351030-jqqxqjzf	199	2	rights	right	NNS
cord-351030-jqqxqjzf	199	3	reserved	reserve	VBN
cord-351030-jqqxqjzf	199	4	.	.	.
cord-351030-jqqxqjzf	200	1	No	no	DT
cord-351030-jqqxqjzf	200	2	reuse	reuse	NN
cord-351030-jqqxqjzf	200	3	allowed	allow	VBN
cord-351030-jqqxqjzf	200	4	without	without	IN
cord-351030-jqqxqjzf	200	5	permission	permission	NN
cord-351030-jqqxqjzf	200	6	.	.	.
cord-351030-jqqxqjzf	201	1	(	(	-LRB-
cord-351030-jqqxqjzf	201	2	which	which	WDT
cord-351030-jqqxqjzf	201	3	was	be	VBD
cord-351030-jqqxqjzf	201	4	not	not	RB
cord-351030-jqqxqjzf	201	5	certified	certify	VBN
cord-351030-jqqxqjzf	201	6	by	by	IN
cord-351030-jqqxqjzf	201	7	peer	peer	NN
cord-351030-jqqxqjzf	201	8	review	review	NN
cord-351030-jqqxqjzf	201	9	)	)	-RRB-
cord-351030-jqqxqjzf	201	10	is	be	VBZ
cord-351030-jqqxqjzf	201	11	the	the	DT
cord-351030-jqqxqjzf	201	12	author	author	NN
cord-351030-jqqxqjzf	201	13	/	/	SYM
cord-351030-jqqxqjzf	201	14	funder	funder	NN
cord-351030-jqqxqjzf	201	15	,	,	,
cord-351030-jqqxqjzf	201	16	who	who	WP
cord-351030-jqqxqjzf	201	17	has	have	VBZ
cord-351030-jqqxqjzf	201	18	granted	grant	VBN
cord-351030-jqqxqjzf	201	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	201	20	a	a	DT
cord-351030-jqqxqjzf	201	21	license	license	NN
cord-351030-jqqxqjzf	201	22	to	to	TO
cord-351030-jqqxqjzf	201	23	display	display	VB
cord-351030-jqqxqjzf	201	24	the	the	DT
cord-351030-jqqxqjzf	201	25	preprint	preprint	NN
cord-351030-jqqxqjzf	201	26	in	in	IN
cord-351030-jqqxqjzf	201	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	201	28	.	.	.
cord-351030-jqqxqjzf	202	1	(	(	-LRB-
cord-351030-jqqxqjzf	202	2	which	which	WDT
cord-351030-jqqxqjzf	202	3	was	be	VBD
cord-351030-jqqxqjzf	202	4	not	not	RB
cord-351030-jqqxqjzf	202	5	certified	certify	VBN
cord-351030-jqqxqjzf	202	6	by	by	IN
cord-351030-jqqxqjzf	202	7	peer	peer	NN
cord-351030-jqqxqjzf	202	8	review	review	NN
cord-351030-jqqxqjzf	202	9	)	)	-RRB-
cord-351030-jqqxqjzf	202	10	is	be	VBZ
cord-351030-jqqxqjzf	202	11	the	the	DT
cord-351030-jqqxqjzf	202	12	author	author	NN
cord-351030-jqqxqjzf	202	13	/	/	SYM
cord-351030-jqqxqjzf	202	14	funder	funder	NN
cord-351030-jqqxqjzf	202	15	,	,	,
cord-351030-jqqxqjzf	202	16	who	who	WP
cord-351030-jqqxqjzf	202	17	has	have	VBZ
cord-351030-jqqxqjzf	202	18	granted	grant	VBN
cord-351030-jqqxqjzf	202	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	202	20	a	a	DT
cord-351030-jqqxqjzf	202	21	license	license	NN
cord-351030-jqqxqjzf	202	22	to	to	TO
cord-351030-jqqxqjzf	202	23	display	display	VB
cord-351030-jqqxqjzf	202	24	the	the	DT
cord-351030-jqqxqjzf	202	25	preprint	preprint	NN
cord-351030-jqqxqjzf	202	26	in	in	IN
cord-351030-jqqxqjzf	202	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	202	28	.	.	.
cord-351030-jqqxqjzf	203	1	The	the	DT
cord-351030-jqqxqjzf	203	2	copyright	copyright	NN
cord-351030-jqqxqjzf	203	3	holder	holder	NN
cord-351030-jqqxqjzf	203	4	for	for	IN
cord-351030-jqqxqjzf	203	5	this	this	DT
cord-351030-jqqxqjzf	203	6	preprint	preprint	NN
cord-351030-jqqxqjzf	203	7	this	this	DT
cord-351030-jqqxqjzf	203	8	version	version	NN
cord-351030-jqqxqjzf	203	9	posted	post	VBN
cord-351030-jqqxqjzf	203	10	May	May	NNP
cord-351030-jqqxqjzf	203	11	16	16	CD
cord-351030-jqqxqjzf	203	12	,	,	,
cord-351030-jqqxqjzf	203	13	2020	2020	CD
cord-351030-jqqxqjzf	203	14	.	.	.
cord-351030-jqqxqjzf	203	15	.	.	.
cord-351030-jqqxqjzf	204	1	https://doi.org/10.1101/2020.05.13.20099978	https://doi.org/10.1101/2020.05.13.20099978	NN
cord-351030-jqqxqjzf	204	2	doi	doi	NN
cord-351030-jqqxqjzf	204	3	:	:	:
cord-351030-jqqxqjzf	205	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	205	2	preprint	preprint	NN
cord-351030-jqqxqjzf	205	3	(	(	-LRB-
cord-351030-jqqxqjzf	205	4	which	which	WDT
cord-351030-jqqxqjzf	205	5	was	be	VBD
cord-351030-jqqxqjzf	205	6	not	not	RB
cord-351030-jqqxqjzf	205	7	certified	certify	VBN
cord-351030-jqqxqjzf	205	8	by	by	IN
cord-351030-jqqxqjzf	205	9	peer	peer	NN
cord-351030-jqqxqjzf	205	10	review	review	NN
cord-351030-jqqxqjzf	205	11	)	)	-RRB-
cord-351030-jqqxqjzf	205	12	is	be	VBZ
cord-351030-jqqxqjzf	205	13	the	the	DT
cord-351030-jqqxqjzf	205	14	author	author	NN
cord-351030-jqqxqjzf	205	15	/	/	SYM
cord-351030-jqqxqjzf	205	16	funder	funder	NN
cord-351030-jqqxqjzf	205	17	,	,	,
cord-351030-jqqxqjzf	205	18	who	who	WP
cord-351030-jqqxqjzf	205	19	has	have	VBZ
cord-351030-jqqxqjzf	205	20	granted	grant	VBN
cord-351030-jqqxqjzf	205	21	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	205	22	a	a	DT
cord-351030-jqqxqjzf	205	23	license	license	NN
cord-351030-jqqxqjzf	205	24	to	to	TO
cord-351030-jqqxqjzf	205	25	display	display	VB
cord-351030-jqqxqjzf	205	26	the	the	DT
cord-351030-jqqxqjzf	205	27	preprint	preprint	NN
cord-351030-jqqxqjzf	205	28	in	in	IN
cord-351030-jqqxqjzf	205	29	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	205	30	.	.	.
cord-351030-jqqxqjzf	206	1	The	the	DT
cord-351030-jqqxqjzf	206	2	copyright	copyright	NN
cord-351030-jqqxqjzf	206	3	holder	holder	NN
cord-351030-jqqxqjzf	206	4	for	for	IN
cord-351030-jqqxqjzf	206	5	this	this	DT
cord-351030-jqqxqjzf	206	6	preprint	preprint	NN
cord-351030-jqqxqjzf	206	7	this	this	DT
cord-351030-jqqxqjzf	206	8	version	version	NN
cord-351030-jqqxqjzf	206	9	posted	post	VBN
cord-351030-jqqxqjzf	206	10	May	May	NNP
cord-351030-jqqxqjzf	206	11	16	16	CD
cord-351030-jqqxqjzf	206	12	,	,	,
cord-351030-jqqxqjzf	206	13	2020	2020	CD
cord-351030-jqqxqjzf	206	14	.	.	.
cord-351030-jqqxqjzf	206	15	.	.	.
cord-351030-jqqxqjzf	207	1	https://doi.org/10.1101/2020.05	https://doi.org/10.1101/2020.05	NNP
cord-351030-jqqxqjzf	207	2	.	.	.
cord-351030-jqqxqjzf	208	1	13.20099978	13.20099978	CD
cord-351030-jqqxqjzf	208	2	doi	doi	NN
cord-351030-jqqxqjzf	208	3	:	:	:
cord-351030-jqqxqjzf	209	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	209	2	preprint	preprint	NN
cord-351030-jqqxqjzf	209	3	Figure	figure	NN
cord-351030-jqqxqjzf	209	4	3	3	CD
cord-351030-jqqxqjzf	209	5	Fitting	fitting	NN
cord-351030-jqqxqjzf	209	6	curve	curve	NN
cord-351030-jqqxqjzf	209	7	using	use	VBG
cord-351030-jqqxqjzf	209	8	Passive	Passive	NNP
cord-351030-jqqxqjzf	209	9	Aggressive	Aggressive	NNP
cord-351030-jqqxqjzf	209	10	Algorithm	Algorithm	NNP
cord-351030-jqqxqjzf	209	11	based	base	VBN
cord-351030-jqqxqjzf	209	12	on	on	IN
cord-351030-jqqxqjzf	209	13	1	1	CD
cord-351030-jqqxqjzf	209	14	and	and	CC
cord-351030-jqqxqjzf	209	15	2	2	CD
cord-351030-jqqxqjzf	210	1	Figure	figure	NN
cord-351030-jqqxqjzf	211	1	4	4	CD
cord-351030-jqqxqjzf	211	2	Comparison	comparison	NN
cord-351030-jqqxqjzf	211	3	between	between	IN
cord-351030-jqqxqjzf	211	4	the	the	DT
cord-351030-jqqxqjzf	211	5	predicted	predict	VBN
cord-351030-jqqxqjzf	211	6	growth	growth	NN
cord-351030-jqqxqjzf	211	7	curve	curve	NN
cord-351030-jqqxqjzf	211	8	and	and	CC
cord-351030-jqqxqjzf	211	9	the	the	DT
cord-351030-jqqxqjzf	211	10	true	true	JJ
cord-351030-jqqxqjzf	211	11	growth	growth	NN
cord-351030-jqqxqjzf	211	12	curve	curve	NN
cord-351030-jqqxqjzf	211	13	without	without	IN
cord-351030-jqqxqjzf	211	14	hindering	hinder	VBG
cord-351030-jqqxqjzf	211	15	international	international	JJ
cord-351030-jqqxqjzf	211	16	flows	flow	VBZ
cord-351030-jqqxqjzf	211	17	All	all	DT
cord-351030-jqqxqjzf	211	18	rights	right	NNS
cord-351030-jqqxqjzf	211	19	reserved	reserve	VBN
cord-351030-jqqxqjzf	211	20	.	.	.
cord-351030-jqqxqjzf	212	1	No	no	DT
cord-351030-jqqxqjzf	212	2	reuse	reuse	NN
cord-351030-jqqxqjzf	212	3	allowed	allow	VBN
cord-351030-jqqxqjzf	212	4	without	without	IN
cord-351030-jqqxqjzf	212	5	permission	permission	NN
cord-351030-jqqxqjzf	212	6	.	.	.
cord-351030-jqqxqjzf	213	1	(	(	-LRB-
cord-351030-jqqxqjzf	213	2	which	which	WDT
cord-351030-jqqxqjzf	213	3	was	be	VBD
cord-351030-jqqxqjzf	213	4	not	not	RB
cord-351030-jqqxqjzf	213	5	certified	certify	VBN
cord-351030-jqqxqjzf	213	6	by	by	IN
cord-351030-jqqxqjzf	213	7	peer	peer	NN
cord-351030-jqqxqjzf	213	8	review	review	NN
cord-351030-jqqxqjzf	213	9	)	)	-RRB-
cord-351030-jqqxqjzf	213	10	is	be	VBZ
cord-351030-jqqxqjzf	213	11	the	the	DT
cord-351030-jqqxqjzf	213	12	author	author	NN
cord-351030-jqqxqjzf	213	13	/	/	SYM
cord-351030-jqqxqjzf	213	14	funder	funder	NN
cord-351030-jqqxqjzf	213	15	,	,	,
cord-351030-jqqxqjzf	213	16	who	who	WP
cord-351030-jqqxqjzf	213	17	has	have	VBZ
cord-351030-jqqxqjzf	213	18	granted	grant	VBN
cord-351030-jqqxqjzf	213	19	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	213	20	a	a	DT
cord-351030-jqqxqjzf	213	21	license	license	NN
cord-351030-jqqxqjzf	213	22	to	to	TO
cord-351030-jqqxqjzf	213	23	display	display	VB
cord-351030-jqqxqjzf	213	24	the	the	DT
cord-351030-jqqxqjzf	213	25	preprint	preprint	NN
cord-351030-jqqxqjzf	213	26	in	in	IN
cord-351030-jqqxqjzf	213	27	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	213	28	.	.	.
cord-351030-jqqxqjzf	214	1	The	the	DT
cord-351030-jqqxqjzf	214	2	copyright	copyright	NN
cord-351030-jqqxqjzf	214	3	holder	holder	NN
cord-351030-jqqxqjzf	214	4	for	for	IN
cord-351030-jqqxqjzf	214	5	this	this	DT
cord-351030-jqqxqjzf	214	6	preprint	preprint	NN
cord-351030-jqqxqjzf	214	7	this	this	DT
cord-351030-jqqxqjzf	214	8	version	version	NN
cord-351030-jqqxqjzf	214	9	posted	post	VBN
cord-351030-jqqxqjzf	214	10	May	May	NNP
cord-351030-jqqxqjzf	214	11	16	16	CD
cord-351030-jqqxqjzf	214	12	,	,	,
cord-351030-jqqxqjzf	214	13	2020	2020	CD
cord-351030-jqqxqjzf	214	14	.	.	.
cord-351030-jqqxqjzf	214	15	.	.	.
cord-351030-jqqxqjzf	215	1	https://doi.org/10.1101/2020.05	https://doi.org/10.1101/2020.05	NNP
cord-351030-jqqxqjzf	215	2	.	.	.
cord-351030-jqqxqjzf	216	1	13.20099978	13.20099978	CD
cord-351030-jqqxqjzf	216	2	doi	doi	NN
cord-351030-jqqxqjzf	216	3	:	:	:
cord-351030-jqqxqjzf	217	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	217	2	preprint	preprint	NN
cord-351030-jqqxqjzf	217	3	 	 	_SP
cord-351030-jqqxqjzf	217	4	Predicting	predict	VBG
cord-351030-jqqxqjzf	217	5	the	the	DT
cord-351030-jqqxqjzf	217	6	cumulative	cumulative	JJ
cord-351030-jqqxqjzf	217	7	number	number	NN
cord-351030-jqqxqjzf	217	8	of	of	IN
cord-351030-jqqxqjzf	217	9	cases	case	NNS
cord-351030-jqqxqjzf	217	10	for	for	IN
cord-351030-jqqxqjzf	217	11	the	the	DT
cord-351030-jqqxqjzf	217	12	COVID-19	covid-19	JJ
cord-351030-jqqxqjzf	217	13	epidemic	epidemic	NN
cord-351030-jqqxqjzf	217	14	in	in	IN
cord-351030-jqqxqjzf	217	15	China	China	NNP
cord-351030-jqqxqjzf	217	16	from	from	IN
cord-351030-jqqxqjzf	217	17	early	early	JJ
cord-351030-jqqxqjzf	217	18	data	datum	NNS
cord-351030-jqqxqjzf	218	1	The	the	DT
cord-351030-jqqxqjzf	218	2	effect	effect	NN
cord-351030-jqqxqjzf	218	3	of	of	IN
cord-351030-jqqxqjzf	218	4	travel	travel	NN
cord-351030-jqqxqjzf	218	5	restrictions	restriction	NNS
cord-351030-jqqxqjzf	218	6	on	on	IN
cord-351030-jqqxqjzf	218	7	the	the	DT
cord-351030-jqqxqjzf	218	8	spread	spread	NN
cord-351030-jqqxqjzf	218	9	of	of	IN
cord-351030-jqqxqjzf	218	10	the	the	DT
cord-351030-jqqxqjzf	218	11	2019	2019	CD
cord-351030-jqqxqjzf	218	12	novel	novel	NN
cord-351030-jqqxqjzf	218	13	coronavirus	coronavirus	NN
cord-351030-jqqxqjzf	218	14	(	(	-LRB-
cord-351030-jqqxqjzf	218	15	COVID-19	COVID-19	NNP
cord-351030-jqqxqjzf	218	16	)	)	-RRB-
cord-351030-jqqxqjzf	218	17	outbreak	outbreak	NN
cord-351030-jqqxqjzf	218	18	Preparedness	preparedness	NN
cord-351030-jqqxqjzf	218	19	and	and	CC
cord-351030-jqqxqjzf	218	20	vulnerability	vulnerability	NN
cord-351030-jqqxqjzf	218	21	of	of	IN
cord-351030-jqqxqjzf	218	22	African	african	JJ
cord-351030-jqqxqjzf	218	23	countries	country	NNS
cord-351030-jqqxqjzf	218	24	against	against	IN
cord-351030-jqqxqjzf	218	25	importations	importation	NNS
cord-351030-jqqxqjzf	218	26	of	of	IN
cord-351030-jqqxqjzf	218	27	COVID-19	covid-19	NN
cord-351030-jqqxqjzf	218	28	:	:	:
cord-351030-jqqxqjzf	218	29	a	a	DT
cord-351030-jqqxqjzf	218	30	modelling	modelling	NN
cord-351030-jqqxqjzf	218	31	study	study	NN
cord-351030-jqqxqjzf	218	32	COVID-19	COVID-19	NNP
cord-351030-jqqxqjzf	218	33	and	and	CC
cord-351030-jqqxqjzf	218	34	Italy	Italy	NNP
cord-351030-jqqxqjzf	218	35	:	:	:
cord-351030-jqqxqjzf	218	36	what	what	WP
cord-351030-jqqxqjzf	218	37	next	next	JJ
cord-351030-jqqxqjzf	218	38	?	?	.
cord-351030-jqqxqjzf	219	1	The	the	DT
cord-351030-jqqxqjzf	219	2	Lancet	Lancet	NNP
cord-351030-jqqxqjzf	219	3	Estimation	Estimation	NNP
cord-351030-jqqxqjzf	219	4	of	of	IN
cord-351030-jqqxqjzf	219	5	the	the	DT
cord-351030-jqqxqjzf	219	6	transmission	transmission	NN
cord-351030-jqqxqjzf	219	7	risk	risk	NN
cord-351030-jqqxqjzf	219	8	of	of	IN
cord-351030-jqqxqjzf	219	9	the	the	DT
cord-351030-jqqxqjzf	219	10	2019-nCoV	2019-ncov	CD
cord-351030-jqqxqjzf	219	11	and	and	CC
cord-351030-jqqxqjzf	219	12	its	-PRON-	PRP$
cord-351030-jqqxqjzf	219	13	implication	implication	NN
cord-351030-jqqxqjzf	219	14	for	for	IN
cord-351030-jqqxqjzf	219	15	public	public	JJ
cord-351030-jqqxqjzf	219	16	health	health	NN
cord-351030-jqqxqjzf	219	17	interventions	intervention	NNS
cord-351030-jqqxqjzf	219	18	Gibbs	Gibbs	NNP
cord-351030-jqqxqjzf	219	19	and	and	CC
cord-351030-jqqxqjzf	219	20	Markov	Markov	NNP
cord-351030-jqqxqjzf	219	21	properties	property	NNS
cord-351030-jqqxqjzf	219	22	of	of	IN
cord-351030-jqqxqjzf	219	23	graphs	graphs	NN
cord-351030-jqqxqjzf	219	24	Regression	regression	NN
cord-351030-jqqxqjzf	219	25	shrinkage	shrinkage	NN
cord-351030-jqqxqjzf	219	26	and	and	CC
cord-351030-jqqxqjzf	219	27	selection	selection	NN
cord-351030-jqqxqjzf	219	28	via	via	IN
cord-351030-jqqxqjzf	219	29	the	the	DT
cord-351030-jqqxqjzf	219	30	lasso	lasso	NN
cord-351030-jqqxqjzf	219	31	:	:	:
cord-351030-jqqxqjzf	219	32	a	a	DT
cord-351030-jqqxqjzf	219	33	retrospective	retrospective	JJ
cord-351030-jqqxqjzf	219	34	Asymptotics	Asymptotics	NNP
cord-351030-jqqxqjzf	219	35	for	for	IN
cord-351030-jqqxqjzf	219	36	lasso	lasso	NN
cord-351030-jqqxqjzf	219	37	-	-	HYPH
cord-351030-jqqxqjzf	219	38	type	type	NN
cord-351030-jqqxqjzf	219	39	estimators	estimator	NNS
cord-351030-jqqxqjzf	219	40	Pattern	Pattern	NNP
cord-351030-jqqxqjzf	219	41	recognition	recognition	NN
cord-351030-jqqxqjzf	219	42	and	and	CC
cord-351030-jqqxqjzf	219	43	machine	machine	NN
cord-351030-jqqxqjzf	219	44	learning	learn	VBG
cord-351030-jqqxqjzf	219	45	A	a	DT
cord-351030-jqqxqjzf	219	46	statistical	statistical	JJ
cord-351030-jqqxqjzf	219	47	view	view	NN
cord-351030-jqqxqjzf	219	48	of	of	IN
cord-351030-jqqxqjzf	219	49	some	some	DT
cord-351030-jqqxqjzf	219	50	chemometrics	chemometric	NNS
cord-351030-jqqxqjzf	219	51	regression	regression	NN
cord-351030-jqqxqjzf	219	52	tools	tool	NNS
cord-351030-jqqxqjzf	219	53	Linear	linear	JJ
cord-351030-jqqxqjzf	219	54	model	model	NN
cord-351030-jqqxqjzf	219	55	selection	selection	NN
cord-351030-jqqxqjzf	219	56	by	by	IN
cord-351030-jqqxqjzf	219	57	cross	cross	NN
cord-351030-jqqxqjzf	219	58	-	-	JJ
cord-351030-jqqxqjzf	219	59	validation	validation	JJ
cord-351030-jqqxqjzf	219	60	Online	online	JJ
cord-351030-jqqxqjzf	219	61	passive	passive	JJ
cord-351030-jqqxqjzf	219	62	-	-	HYPH
cord-351030-jqqxqjzf	219	63	aggressive	aggressive	JJ
cord-351030-jqqxqjzf	219	64	algorithms	algorithm	NNS
cord-351030-jqqxqjzf	219	65	Global	global	JJ
cord-351030-jqqxqjzf	219	66	stability	stability	NN
cord-351030-jqqxqjzf	219	67	for	for	IN
cord-351030-jqqxqjzf	219	68	the	the	DT
cord-351030-jqqxqjzf	219	69	SEIR	SEIR	NNP
cord-351030-jqqxqjzf	219	70	model	model	NN
cord-351030-jqqxqjzf	219	71	in	in	IN
cord-351030-jqqxqjzf	219	72	epidemiology	epidemiology	NN
cord-351030-jqqxqjzf	219	73	Statistical	statistical	JJ
cord-351030-jqqxqjzf	219	74	inference	inference	NN
cord-351030-jqqxqjzf	219	75	in	in	IN
cord-351030-jqqxqjzf	219	76	a	a	DT
cord-351030-jqqxqjzf	219	77	stochastic	stochastic	JJ
cord-351030-jqqxqjzf	219	78	epidemic	epidemic	NN
cord-351030-jqqxqjzf	219	79	SEIR	seir	NN
cord-351030-jqqxqjzf	219	80	model	model	NN
cord-351030-jqqxqjzf	219	81	with	with	IN
cord-351030-jqqxqjzf	219	82	control	control	NN
cord-351030-jqqxqjzf	219	83	intervention	intervention	NN
cord-351030-jqqxqjzf	219	84	:	:	:
cord-351030-jqqxqjzf	219	85	Ebola	Ebola	NNP
cord-351030-jqqxqjzf	219	86	as	as	IN
cord-351030-jqqxqjzf	219	87	a	a	DT
cord-351030-jqqxqjzf	219	88	case	case	NN
cord-351030-jqqxqjzf	219	89	study	study	NN
cord-351030-jqqxqjzf	219	90	How	how	WRB
cord-351030-jqqxqjzf	219	91	will	will	MD
cord-351030-jqqxqjzf	219	92	country	country	NN
cord-351030-jqqxqjzf	219	93	-	-	HYPH
cord-351030-jqqxqjzf	219	94	based	base	VBN
cord-351030-jqqxqjzf	219	95	mitigation	mitigation	NN
cord-351030-jqqxqjzf	219	96	measures	measure	NNS
cord-351030-jqqxqjzf	219	97	influence	influence	VBP
cord-351030-jqqxqjzf	219	98	the	the	DT
cord-351030-jqqxqjzf	219	99	course	course	NN
cord-351030-jqqxqjzf	219	100	of	of	IN
cord-351030-jqqxqjzf	219	101	the	the	DT
cord-351030-jqqxqjzf	219	102	COVID-19	covid-19	JJ
cord-351030-jqqxqjzf	219	103	epidemic	epidemic	NN
cord-351030-jqqxqjzf	219	104	?	?	.
cord-351030-jqqxqjzf	220	1	The	the	DT
cord-351030-jqqxqjzf	220	2	Lancet	Lancet	NNP
cord-351030-jqqxqjzf	220	3	All	all	DT
cord-351030-jqqxqjzf	220	4	rights	right	NNS
cord-351030-jqqxqjzf	220	5	reserved	reserve	VBN
cord-351030-jqqxqjzf	220	6	.	.	.
cord-351030-jqqxqjzf	221	1	No	no	DT
cord-351030-jqqxqjzf	221	2	reuse	reuse	NN
cord-351030-jqqxqjzf	221	3	allowed	allow	VBN
cord-351030-jqqxqjzf	221	4	without	without	IN
cord-351030-jqqxqjzf	221	5	permission.(which	permission.(which	NNP
cord-351030-jqqxqjzf	221	6	was	be	VBD
cord-351030-jqqxqjzf	221	7	not	not	RB
cord-351030-jqqxqjzf	221	8	certified	certify	VBN
cord-351030-jqqxqjzf	221	9	by	by	IN
cord-351030-jqqxqjzf	221	10	peer	peer	NN
cord-351030-jqqxqjzf	221	11	review	review	NN
cord-351030-jqqxqjzf	221	12	)	)	-RRB-
cord-351030-jqqxqjzf	221	13	is	be	VBZ
cord-351030-jqqxqjzf	221	14	the	the	DT
cord-351030-jqqxqjzf	221	15	author	author	NN
cord-351030-jqqxqjzf	221	16	/	/	SYM
cord-351030-jqqxqjzf	221	17	funder	funder	NN
cord-351030-jqqxqjzf	221	18	,	,	,
cord-351030-jqqxqjzf	221	19	who	who	WP
cord-351030-jqqxqjzf	221	20	has	have	VBZ
cord-351030-jqqxqjzf	221	21	granted	grant	VBN
cord-351030-jqqxqjzf	221	22	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	221	23	a	a	DT
cord-351030-jqqxqjzf	221	24	license	license	NN
cord-351030-jqqxqjzf	221	25	to	to	TO
cord-351030-jqqxqjzf	221	26	display	display	VB
cord-351030-jqqxqjzf	221	27	the	the	DT
cord-351030-jqqxqjzf	221	28	preprint	preprint	NN
cord-351030-jqqxqjzf	221	29	in	in	IN
cord-351030-jqqxqjzf	221	30	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	221	31	.	.	.
cord-351030-jqqxqjzf	222	1	The	the	DT
cord-351030-jqqxqjzf	222	2	copyright	copyright	NN
cord-351030-jqqxqjzf	222	3	holder	holder	NN
cord-351030-jqqxqjzf	222	4	for	for	IN
cord-351030-jqqxqjzf	222	5	this	this	DT
cord-351030-jqqxqjzf	222	6	preprint	preprint	NN
cord-351030-jqqxqjzf	222	7	this	this	DT
cord-351030-jqqxqjzf	222	8	version	version	NN
cord-351030-jqqxqjzf	222	9	posted	post	VBN
cord-351030-jqqxqjzf	222	10	May	May	NNP
cord-351030-jqqxqjzf	222	11	16	16	CD
cord-351030-jqqxqjzf	222	12	,	,	,
cord-351030-jqqxqjzf	222	13	2020	2020	CD
cord-351030-jqqxqjzf	222	14	.	.	.
cord-351030-jqqxqjzf	222	15	.	.	.
cord-351030-jqqxqjzf	223	1	https://doi.org/10.1101/2020.05.13.20099978	https://doi.org/10.1101/2020.05.13.20099978	NN
cord-351030-jqqxqjzf	223	2	doi	doi	NN
cord-351030-jqqxqjzf	223	3	:	:	:
cord-351030-jqqxqjzf	224	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	224	2	preprint	preprint	NNP
cord-351030-jqqxqjzf	225	1	All	all	DT
cord-351030-jqqxqjzf	225	2	rights	right	NNS
cord-351030-jqqxqjzf	225	3	reserved	reserve	VBN
cord-351030-jqqxqjzf	225	4	.	.	.
cord-351030-jqqxqjzf	226	1	No	no	DT
cord-351030-jqqxqjzf	226	2	reuse	reuse	NN
cord-351030-jqqxqjzf	226	3	allowed	allow	VBN
cord-351030-jqqxqjzf	226	4	without	without	IN
cord-351030-jqqxqjzf	226	5	permission.(which	permission.(which	NNP
cord-351030-jqqxqjzf	226	6	was	be	VBD
cord-351030-jqqxqjzf	226	7	not	not	RB
cord-351030-jqqxqjzf	226	8	certified	certify	VBN
cord-351030-jqqxqjzf	226	9	by	by	IN
cord-351030-jqqxqjzf	226	10	peer	peer	NN
cord-351030-jqqxqjzf	226	11	review	review	NN
cord-351030-jqqxqjzf	226	12	)	)	-RRB-
cord-351030-jqqxqjzf	226	13	is	be	VBZ
cord-351030-jqqxqjzf	226	14	the	the	DT
cord-351030-jqqxqjzf	226	15	author	author	NN
cord-351030-jqqxqjzf	226	16	/	/	SYM
cord-351030-jqqxqjzf	226	17	funder	funder	NN
cord-351030-jqqxqjzf	226	18	,	,	,
cord-351030-jqqxqjzf	226	19	who	who	WP
cord-351030-jqqxqjzf	226	20	has	have	VBZ
cord-351030-jqqxqjzf	226	21	granted	grant	VBN
cord-351030-jqqxqjzf	226	22	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	226	23	a	a	DT
cord-351030-jqqxqjzf	226	24	license	license	NN
cord-351030-jqqxqjzf	226	25	to	to	TO
cord-351030-jqqxqjzf	226	26	display	display	VB
cord-351030-jqqxqjzf	226	27	the	the	DT
cord-351030-jqqxqjzf	226	28	preprint	preprint	NN
cord-351030-jqqxqjzf	226	29	in	in	IN
cord-351030-jqqxqjzf	226	30	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	226	31	.	.	.
cord-351030-jqqxqjzf	227	1	The	the	DT
cord-351030-jqqxqjzf	227	2	copyright	copyright	NN
cord-351030-jqqxqjzf	227	3	holder	holder	NN
cord-351030-jqqxqjzf	227	4	for	for	IN
cord-351030-jqqxqjzf	227	5	this	this	DT
cord-351030-jqqxqjzf	227	6	preprint	preprint	NN
cord-351030-jqqxqjzf	227	7	this	this	DT
cord-351030-jqqxqjzf	227	8	version	version	NN
cord-351030-jqqxqjzf	227	9	posted	post	VBN
cord-351030-jqqxqjzf	227	10	May	May	NNP
cord-351030-jqqxqjzf	227	11	16	16	CD
cord-351030-jqqxqjzf	227	12	,	,	,
cord-351030-jqqxqjzf	227	13	2020	2020	CD
cord-351030-jqqxqjzf	227	14	.	.	.
cord-351030-jqqxqjzf	227	15	.	.	.
cord-351030-jqqxqjzf	228	1	https://doi.org/10.1101/2020.05.13.20099978	https://doi.org/10.1101/2020.05.13.20099978	NN
cord-351030-jqqxqjzf	228	2	doi	doi	NN
cord-351030-jqqxqjzf	228	3	:	:	:
cord-351030-jqqxqjzf	229	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	229	2	preprint	preprint	NNP
cord-351030-jqqxqjzf	230	1	All	all	DT
cord-351030-jqqxqjzf	230	2	rights	right	NNS
cord-351030-jqqxqjzf	230	3	reserved	reserve	VBN
cord-351030-jqqxqjzf	230	4	.	.	.
cord-351030-jqqxqjzf	231	1	No	no	DT
cord-351030-jqqxqjzf	231	2	reuse	reuse	NN
cord-351030-jqqxqjzf	231	3	allowed	allow	VBN
cord-351030-jqqxqjzf	231	4	without	without	IN
cord-351030-jqqxqjzf	231	5	permission.(which	permission.(which	NNP
cord-351030-jqqxqjzf	231	6	was	be	VBD
cord-351030-jqqxqjzf	231	7	not	not	RB
cord-351030-jqqxqjzf	231	8	certified	certify	VBN
cord-351030-jqqxqjzf	231	9	by	by	IN
cord-351030-jqqxqjzf	231	10	peer	peer	NN
cord-351030-jqqxqjzf	231	11	review	review	NN
cord-351030-jqqxqjzf	231	12	)	)	-RRB-
cord-351030-jqqxqjzf	231	13	is	be	VBZ
cord-351030-jqqxqjzf	231	14	the	the	DT
cord-351030-jqqxqjzf	231	15	author	author	NN
cord-351030-jqqxqjzf	231	16	/	/	SYM
cord-351030-jqqxqjzf	231	17	funder	funder	NN
cord-351030-jqqxqjzf	231	18	,	,	,
cord-351030-jqqxqjzf	231	19	who	who	WP
cord-351030-jqqxqjzf	231	20	has	have	VBZ
cord-351030-jqqxqjzf	231	21	granted	grant	VBN
cord-351030-jqqxqjzf	231	22	medRxiv	medRxiv	NNS
cord-351030-jqqxqjzf	231	23	a	a	DT
cord-351030-jqqxqjzf	231	24	license	license	NN
cord-351030-jqqxqjzf	231	25	to	to	TO
cord-351030-jqqxqjzf	231	26	display	display	VB
cord-351030-jqqxqjzf	231	27	the	the	DT
cord-351030-jqqxqjzf	231	28	preprint	preprint	NN
cord-351030-jqqxqjzf	231	29	in	in	IN
cord-351030-jqqxqjzf	231	30	perpetuity	perpetuity	NN
cord-351030-jqqxqjzf	231	31	.	.	.
cord-351030-jqqxqjzf	232	1	The	the	DT
cord-351030-jqqxqjzf	232	2	copyright	copyright	NN
cord-351030-jqqxqjzf	232	3	holder	holder	NN
cord-351030-jqqxqjzf	232	4	for	for	IN
cord-351030-jqqxqjzf	232	5	this	this	DT
cord-351030-jqqxqjzf	232	6	preprint	preprint	NN
cord-351030-jqqxqjzf	232	7	this	this	DT
cord-351030-jqqxqjzf	232	8	version	version	NN
cord-351030-jqqxqjzf	232	9	posted	post	VBN
cord-351030-jqqxqjzf	232	10	May	May	NNP
cord-351030-jqqxqjzf	232	11	16	16	CD
cord-351030-jqqxqjzf	232	12	,	,	,
cord-351030-jqqxqjzf	232	13	2020	2020	CD
cord-351030-jqqxqjzf	232	14	.	.	.
cord-351030-jqqxqjzf	232	15	.	.	.
cord-351030-jqqxqjzf	233	1	https://doi.org/10.1101/2020.05	https://doi.org/10.1101/2020.05	NNP
cord-351030-jqqxqjzf	233	2	.	.	.
cord-351030-jqqxqjzf	234	1	13.20099978	13.20099978	CD
cord-351030-jqqxqjzf	234	2	doi	doi	NN
cord-351030-jqqxqjzf	234	3	:	:	:
cord-351030-jqqxqjzf	235	1	medRxiv	medRxiv	NNP
cord-351030-jqqxqjzf	235	2	preprint	preprint	NNP
cord-351030-jqqxqjzf	235	3	 	 	_SP