id	sid	tid	token	lemma	pos
ijassa-1116	1	1	microsoft	microsoft	PROPN
ijassa-1116	1	2	word	word	PROPN
ijassa-1116	1	3	_	_	PUNCT
ijassa-1116	1	4	done_1116	done_1116	NOUN
ijassa-1116	1	5	-	-	PUNCT
ijassa-1116	1	6	article	article	NOUN
ijassa-1116	1	7	text-5520	text-5520	ADJ
ijassa-1116	1	8	-	-	PUNCT
ijassa-1116	1	9	1	1	NUM
ijassa-1116	1	10	-	-	PUNCT
ijassa-1116	1	11	6	6	NUM
ijassa-1116	1	12	-	-	SYM
ijassa-1116	1	13	20220524	20220524	NUM
ijassa-1116	1	14	adv	adv	PROPN
ijassa-1116	1	15	syst	syst	PROPN
ijassa-1116	1	16	sci	sci	PROPN
ijassa-1116	1	17	appl	appl	PROPN
ijassa-1116	1	18	2023	2023	NUM
ijassa-1116	1	19	;	;	PUNCT
ijassa-1116	1	20	01	01	NUM
ijassa-1116	1	21	;	;	PUNCT
ijassa-1116	1	22	91	91	NUM
ijassa-1116	1	23	-	-	SYM
ijassa-1116	1	24	98	98	NUM
ijassa-1116	1	25	published	publish	VERB
ijassa-1116	1	26	online	online	ADV
ijassa-1116	1	27	at	at	ADP
ijassa-1116	1	28	https://ijassa.ipu.ru	https://ijassa.ipu.ru	ADV
ijassa-1116	1	29	.	.	PUNCT
ijassa-1116	2	1	nowcasting	nowcaste	VERB
ijassa-1116	2	2	gdp	gdp	NOUN
ijassa-1116	2	3	of	of	ADP
ijassa-1116	2	4	major	major	ADJ
ijassa-1116	2	5	economies	economy	NOUN
ijassa-1116	2	6	during	during	ADP
ijassa-1116	2	7	the	the	DET
ijassa-1116	2	8	crisis	crisis	NOUN
ijassa-1116	2	9	:	:	PUNCT
ijassa-1116	2	10	does	do	VERB
ijassa-1116	2	11	energy	energy	NOUN
ijassa-1116	2	12	matter	matter	NOUN
ijassa-1116	2	13	?	?	PUNCT
ijassa-1116	3	1	ivan	ivan	PROPN
ijassa-1116	3	2	a.	a.	PROPN
ijassa-1116	3	3	kopytin1	kopytin1	PROPN
ijassa-1116	3	4	,	,	PUNCT
ijassa-1116	3	5	nikolay	nikolay	PROPN
ijassa-1116	3	6	p.	p.	PROPN
ijassa-1116	3	7	pilnik1	pilnik1	PROPN
ijassa-1116	3	8	,	,	PUNCT
ijassa-1116	3	9	ivan	ivan	PROPN
ijassa-1116	3	10	p.	p.	PROPN
ijassa-1116	3	11	stankevich1	stankevich1	PROPN
ijassa-1116	4	1	*	*	NOUN
ijassa-1116	4	2	1	1	X
ijassa-1116	4	3	)	)	PUNCT
ijassa-1116	4	4	primakov	primakov	PROPN
ijassa-1116	4	5	national	national	PROPN
ijassa-1116	4	6	research	research	PROPN
ijassa-1116	4	7	institute	institute	PROPN
ijassa-1116	4	8	of	of	ADP
ijassa-1116	4	9	world	world	PROPN
ijassa-1116	4	10	economy	economy	NOUN
ijassa-1116	4	11	and	and	CCONJ
ijassa-1116	4	12	international	international	ADJ
ijassa-1116	4	13	relations	relation	NOUN
ijassa-1116	4	14	,	,	PUNCT
ijassa-1116	4	15	russian	russian	ADJ
ijassa-1116	4	16	academy	academy	PROPN
ijassa-1116	4	17	of	of	ADP
ijassa-1116	4	18	sciences	sciences	PROPN
ijassa-1116	4	19	,	,	PUNCT
ijassa-1116	4	20	moscow	moscow	PROPN
ijassa-1116	4	21	,	,	PUNCT
ijassa-1116	4	22	russia	russia	PROPN
ijassa-1116	4	23	abstract	abstract	NOUN
ijassa-1116	4	24	:	:	PUNCT
ijassa-1116	4	25	in	in	ADP
ijassa-1116	4	26	this	this	DET
ijassa-1116	4	27	article	article	NOUN
ijassa-1116	4	28	we	we	PRON
ijassa-1116	4	29	compare	compare	VERB
ijassa-1116	4	30	the	the	DET
ijassa-1116	4	31	accuracy	accuracy	NOUN
ijassa-1116	4	32	on	on	ADP
ijassa-1116	4	33	nowcasts	nowcast	NOUN
ijassa-1116	4	34	obtained	obtain	VERB
ijassa-1116	4	35	with	with	ADP
ijassa-1116	4	36	different	different	ADJ
ijassa-1116	4	37	models	model	NOUN
ijassa-1116	4	38	and	and	CCONJ
ijassa-1116	4	39	different	different	ADJ
ijassa-1116	4	40	sets	set	NOUN
ijassa-1116	4	41	of	of	ADP
ijassa-1116	4	42	indicators	indicator	NOUN
ijassa-1116	4	43	used	use	VERB
ijassa-1116	4	44	as	as	ADP
ijassa-1116	4	45	predictors	predictor	NOUN
ijassa-1116	4	46	for	for	ADP
ijassa-1116	4	47	a	a	DET
ijassa-1116	4	48	set	set	NOUN
ijassa-1116	4	49	of	of	ADP
ijassa-1116	4	50	19	19	NUM
ijassa-1116	4	51	major	major	ADJ
ijassa-1116	4	52	economies	economy	NOUN
ijassa-1116	4	53	.	.	PUNCT
ijassa-1116	5	1	we	we	PRON
ijassa-1116	5	2	compare	compare	VERB
ijassa-1116	5	3	the	the	DET
ijassa-1116	5	4	performance	performance	NOUN
ijassa-1116	5	5	of	of	ADP
ijassa-1116	5	6	mixed	mixed	ADJ
ijassa-1116	5	7	-	-	PUNCT
ijassa-1116	5	8	frequency	frequency	NOUN
ijassa-1116	5	9	bayesian	bayesian	NOUN
ijassa-1116	5	10	var	var	NOUN
ijassa-1116	5	11	models	model	NOUN
ijassa-1116	5	12	,	,	PUNCT
ijassa-1116	5	13	dynamic	dynamic	ADJ
ijassa-1116	5	14	factor	factor	NOUN
ijassa-1116	5	15	models	model	NOUN
ijassa-1116	5	16	and	and	CCONJ
ijassa-1116	5	17	unrestricted	unrestricted	ADJ
ijassa-1116	5	18	midas	midas	PROPN
ijassa-1116	5	19	models	model	NOUN
ijassa-1116	5	20	with	with	ADP
ijassa-1116	5	21	l1	l1	PROPN
ijassa-1116	5	22	regularization	regularization	NOUN
ijassa-1116	5	23	.	.	PUNCT
ijassa-1116	6	1	we	we	PRON
ijassa-1116	6	2	test	test	VERB
ijassa-1116	6	3	different	different	ADJ
ijassa-1116	6	4	groups	group	NOUN
ijassa-1116	6	5	of	of	ADP
ijassa-1116	6	6	commodity	commodity	NOUN
ijassa-1116	6	7	prices	price	NOUN
ijassa-1116	6	8	as	as	ADP
ijassa-1116	6	9	possible	possible	ADJ
ijassa-1116	6	10	predictors	predictor	NOUN
ijassa-1116	6	11	:	:	PUNCT
ijassa-1116	6	12	energy	energy	NOUN
ijassa-1116	6	13	indicators	indicator	NOUN
ijassa-1116	6	14	,	,	PUNCT
ijassa-1116	6	15	agricultural	agricultural	ADJ
ijassa-1116	6	16	commodities	commodity	NOUN
ijassa-1116	6	17	,	,	PUNCT
ijassa-1116	6	18	precious	precious	ADJ
ijassa-1116	6	19	metals	metal	NOUN
ijassa-1116	6	20	and	and	CCONJ
ijassa-1116	6	21	industrial	industrial	ADJ
ijassa-1116	6	22	metals	metal	NOUN
ijassa-1116	6	23	prices	price	NOUN
ijassa-1116	6	24	.	.	PUNCT
ijassa-1116	7	1	we	we	PRON
ijassa-1116	7	2	find	find	VERB
ijassa-1116	7	3	that	that	SCONJ
ijassa-1116	7	4	among	among	ADP
ijassa-1116	7	5	all	all	DET
ijassa-1116	7	6	the	the	DET
ijassa-1116	7	7	indicator	indicator	NOUN
ijassa-1116	7	8	groups	group	NOUN
ijassa-1116	7	9	tested	test	VERB
ijassa-1116	7	10	energy	energy	NOUN
ijassa-1116	7	11	commodities	commodity	NOUN
ijassa-1116	7	12	prices	price	NOUN
ijassa-1116	7	13	yield	yield	VERB
ijassa-1116	7	14	the	the	DET
ijassa-1116	7	15	highest	high	ADJ
ijassa-1116	7	16	average	average	ADJ
ijassa-1116	7	17	nowcasting	nowcasting	NOUN
ijassa-1116	7	18	accuracy	accuracy	NOUN
ijassa-1116	7	19	,	,	PUNCT
ijassa-1116	7	20	even	even	ADV
ijassa-1116	7	21	though	though	SCONJ
ijassa-1116	7	22	the	the	DET
ijassa-1116	7	23	accuracy	accuracy	NOUN
ijassa-1116	7	24	of	of	ADP
ijassa-1116	7	25	models	model	NOUN
ijassa-1116	7	26	utilizing	utilize	VERB
ijassa-1116	7	27	all	all	DET
ijassa-1116	7	28	the	the	DET
ijassa-1116	7	29	indicators	indicator	NOUN
ijassa-1116	7	30	available	available	ADJ
ijassa-1116	7	31	remains	remain	VERB
ijassa-1116	7	32	slightly	slightly	ADV
ijassa-1116	7	33	higher	high	ADJ
ijassa-1116	7	34	.	.	PUNCT
ijassa-1116	8	1	among	among	ADP
ijassa-1116	8	2	all	all	DET
ijassa-1116	8	3	the	the	DET
ijassa-1116	8	4	models	model	NOUN
ijassa-1116	8	5	tested	test	VERB
ijassa-1116	8	6	,	,	PUNCT
ijassa-1116	8	7	the	the	DET
ijassa-1116	8	8	highest	high	ADJ
ijassa-1116	8	9	quality	quality	NOUN
ijassa-1116	8	10	is	be	AUX
ijassa-1116	8	11	yielded	yield	VERB
ijassa-1116	8	12	by	by	ADP
ijassa-1116	8	13	mixed	mixed	ADJ
ijassa-1116	8	14	-	-	PUNCT
ijassa-1116	8	15	frequency	frequency	NOUN
ijassa-1116	8	16	bayesian	bayesian	NOUN
ijassa-1116	8	17	var	var	NOUN
ijassa-1116	8	18	models	model	NOUN
ijassa-1116	8	19	.	.	PUNCT
ijassa-1116	9	1	we	we	PRON
ijassa-1116	9	2	also	also	ADV
ijassa-1116	9	3	emphasize	emphasize	VERB
ijassa-1116	9	4	the	the	DET
ijassa-1116	9	5	importance	importance	NOUN
ijassa-1116	9	6	of	of	ADP
ijassa-1116	9	7	manual	manual	ADJ
ijassa-1116	9	8	selection	selection	NOUN
ijassa-1116	9	9	of	of	ADP
ijassa-1116	9	10	predictors	predictor	NOUN
ijassa-1116	9	11	for	for	ADP
ijassa-1116	9	12	non	non	ADJ
ijassa-1116	9	13	-	-	ADJ
ijassa-1116	9	14	diversified	diversified	ADJ
ijassa-1116	9	15	economies	economy	NOUN
ijassa-1116	9	16	,	,	PUNCT
ijassa-1116	9	17	where	where	SCONJ
ijassa-1116	9	18	it	it	PRON
ijassa-1116	9	19	can	can	AUX
ijassa-1116	9	20	significantly	significantly	ADV
ijassa-1116	9	21	improve	improve	VERB
ijassa-1116	9	22	the	the	DET
ijassa-1116	9	23	accuracy	accuracy	NOUN
ijassa-1116	9	24	of	of	ADP
ijassa-1116	9	25	nowcasts	nowcast	NOUN
ijassa-1116	9	26	compared	compare	VERB
ijassa-1116	9	27	to	to	ADP
ijassa-1116	9	28	the	the	DET
ijassa-1116	9	29	models	model	NOUN
ijassa-1116	9	30	with	with	ADP
ijassa-1116	9	31	a	a	DET
ijassa-1116	9	32	wide	wide	ADJ
ijassa-1116	9	33	set	set	NOUN
ijassa-1116	9	34	of	of	ADP
ijassa-1116	9	35	predictors	predictor	NOUN
ijassa-1116	9	36	keywords	keyword	NOUN
ijassa-1116	9	37	:	:	PUNCT
ijassa-1116	9	38	nowcasting	nowcaste	VERB
ijassa-1116	9	39	,	,	PUNCT
ijassa-1116	9	40	bayesian	bayesian	NOUN
ijassa-1116	9	41	vector	vector	NOUN
ijassa-1116	9	42	auto	auto	NOUN
ijassa-1116	9	43	regression	regression	NOUN
ijassa-1116	9	44	,	,	PUNCT
ijassa-1116	9	45	gdp	gdp	NOUN
ijassa-1116	9	46	,	,	PUNCT
ijassa-1116	9	47	oil	oil	NOUN
ijassa-1116	9	48	price	price	NOUN
ijassa-1116	9	49	.	.	PUNCT
ijassa-1116	10	1	1	1	X
ijassa-1116	10	2	.	.	X
ijassa-1116	10	3	introduction	introduction	NOUN
ijassa-1116	10	4	one	one	NUM
ijassa-1116	10	5	of	of	ADP
ijassa-1116	10	6	the	the	DET
ijassa-1116	10	7	significant	significant	ADJ
ijassa-1116	10	8	problems	problem	NOUN
ijassa-1116	10	9	with	with	ADP
ijassa-1116	10	10	macroeconomic	macroeconomic	ADJ
ijassa-1116	10	11	statistics	statistic	NOUN
ijassa-1116	10	12	is	be	AUX
ijassa-1116	10	13	the	the	DET
ijassa-1116	10	14	publication	publication	NOUN
ijassa-1116	10	15	lag	lag	NOUN
ijassa-1116	10	16	:	:	PUNCT
ijassa-1116	10	17	the	the	DET
ijassa-1116	10	18	most	most	ADV
ijassa-1116	10	19	important	important	ADJ
ijassa-1116	10	20	macroeconomic	macroeconomic	ADJ
ijassa-1116	10	21	data	datum	NOUN
ijassa-1116	10	22	is	be	AUX
ijassa-1116	10	23	often	often	ADV
ijassa-1116	10	24	published	publish	VERB
ijassa-1116	10	25	with	with	ADP
ijassa-1116	10	26	several	several	ADJ
ijassa-1116	10	27	month	month	NOUN
ijassa-1116	10	28	lag	lag	NOUN
ijassa-1116	10	29	(	(	PUNCT
ijassa-1116	10	30	or	or	CCONJ
ijassa-1116	10	31	longer	long	ADJ
ijassa-1116	10	32	)	)	PUNCT
ijassa-1116	10	33	.	.	PUNCT
ijassa-1116	11	1	this	this	DET
ijassa-1116	11	2	problem	problem	NOUN
ijassa-1116	11	3	becomes	become	VERB
ijassa-1116	11	4	especially	especially	ADV
ijassa-1116	11	5	crucial	crucial	ADJ
ijassa-1116	11	6	in	in	ADP
ijassa-1116	11	7	circumstances	circumstance	NOUN
ijassa-1116	11	8	such	such	ADJ
ijassa-1116	11	9	as	as	ADP
ijassa-1116	11	10	the	the	DET
ijassa-1116	11	11	recent	recent	ADJ
ijassa-1116	11	12	crisis	crisis	NOUN
ijassa-1116	11	13	,	,	PUNCT
ijassa-1116	11	14	caused	cause	VERB
ijassa-1116	11	15	by	by	ADP
ijassa-1116	11	16	the	the	DET
ijassa-1116	11	17	new	new	ADJ
ijassa-1116	11	18	coronavirus	coronavirus	NOUN
ijassa-1116	11	19	infection	infection	NOUN
ijassa-1116	11	20	:	:	PUNCT
ijassa-1116	11	21	the	the	DET
ijassa-1116	11	22	necessity	necessity	NOUN
ijassa-1116	11	23	of	of	ADP
ijassa-1116	11	24	stimulus	stimulus	NOUN
ijassa-1116	11	25	is	be	AUX
ijassa-1116	11	26	evident	evident	ADJ
ijassa-1116	11	27	,	,	PUNCT
ijassa-1116	11	28	but	but	CCONJ
ijassa-1116	11	29	the	the	DET
ijassa-1116	11	30	exact	exact	ADJ
ijassa-1116	11	31	amount	amount	NOUN
ijassa-1116	11	32	is	be	AUX
ijassa-1116	11	33	hard	hard	ADJ
ijassa-1116	11	34	to	to	PART
ijassa-1116	11	35	determine	determine	VERB
ijassa-1116	11	36	without	without	ADP
ijassa-1116	11	37	all	all	DET
ijassa-1116	11	38	the	the	DET
ijassa-1116	11	39	relevant	relevant	ADJ
ijassa-1116	11	40	statistics	statistic	NOUN
ijassa-1116	11	41	.	.	PUNCT
ijassa-1116	12	1	one	one	NUM
ijassa-1116	12	2	of	of	ADP
ijassa-1116	12	3	the	the	DET
ijassa-1116	12	4	possible	possible	ADJ
ijassa-1116	12	5	solutions	solution	NOUN
ijassa-1116	12	6	for	for	ADP
ijassa-1116	12	7	this	this	DET
ijassa-1116	12	8	problem	problem	NOUN
ijassa-1116	12	9	is	be	AUX
ijassa-1116	12	10	nowcasting	nowcaste	VERB
ijassa-1116	12	11	of	of	ADP
ijassa-1116	12	12	macroeconomic	macroeconomic	ADJ
ijassa-1116	12	13	indicators	indicator	NOUN
ijassa-1116	12	14	.	.	PUNCT
ijassa-1116	13	1	nowcasting	nowcaste	VERB
ijassa-1116	13	2	is	be	AUX
ijassa-1116	13	3	an	an	DET
ijassa-1116	13	4	estimation	estimation	NOUN
ijassa-1116	13	5	of	of	ADP
ijassa-1116	13	6	the	the	DET
ijassa-1116	13	7	current	current	ADJ
ijassa-1116	13	8	level	level	NOUN
ijassa-1116	13	9	of	of	ADP
ijassa-1116	13	10	an	an	DET
ijassa-1116	13	11	indicator	indicator	NOUN
ijassa-1116	13	12	that	that	PRON
ijassa-1116	13	13	is	be	AUX
ijassa-1116	13	14	published	publish	VERB
ijassa-1116	13	15	with	with	ADP
ijassa-1116	13	16	a	a	DET
ijassa-1116	13	17	significant	significant	ADJ
ijassa-1116	13	18	lag	lag	NOUN
ijassa-1116	13	19	and	and	CCONJ
ijassa-1116	13	20	is	be	AUX
ijassa-1116	13	21	not	not	PART
ijassa-1116	13	22	observable	observable	ADJ
ijassa-1116	13	23	at	at	ADP
ijassa-1116	13	24	the	the	DET
ijassa-1116	13	25	moment	moment	NOUN
ijassa-1116	13	26	the	the	DET
ijassa-1116	13	27	calculations	calculation	NOUN
ijassa-1116	13	28	are	be	AUX
ijassa-1116	13	29	made	make	VERB
ijassa-1116	13	30	,	,	PUNCT
ijassa-1116	13	31	using	use	VERB
ijassa-1116	13	32	a	a	DET
ijassa-1116	13	33	set	set	NOUN
ijassa-1116	13	34	of	of	ADP
ijassa-1116	13	35	indicators	indicator	NOUN
ijassa-1116	13	36	that	that	PRON
ijassa-1116	13	37	are	be	AUX
ijassa-1116	13	38	published	publish	VERB
ijassa-1116	13	39	faster	fast	ADV
ijassa-1116	13	40	.	.	PUNCT
ijassa-1116	14	1	the	the	DET
ijassa-1116	14	2	most	most	ADV
ijassa-1116	14	3	typical	typical	ADJ
ijassa-1116	14	4	nowcasting	nowcasting	NOUN
ijassa-1116	14	5	problem	problem	NOUN
ijassa-1116	14	6	is	be	AUX
ijassa-1116	14	7	gdp	gdp	NOUN
ijassa-1116	14	8	nowcasting	nowcasting	NOUN
ijassa-1116	14	9	as	as	ADP
ijassa-1116	14	10	the	the	DET
ijassa-1116	14	11	gdp	gdp	NOUN
ijassa-1116	14	12	data	datum	NOUN
ijassa-1116	14	13	,	,	PUNCT
ijassa-1116	14	14	on	on	ADP
ijassa-1116	14	15	the	the	DET
ijassa-1116	14	16	one	one	NUM
ijassa-1116	14	17	hand	hand	NOUN
ijassa-1116	14	18	,	,	PUNCT
ijassa-1116	14	19	is	be	AUX
ijassa-1116	14	20	usually	usually	ADV
ijassa-1116	14	21	published	publish	VERB
ijassa-1116	14	22	with	with	ADP
ijassa-1116	14	23	a	a	DET
ijassa-1116	14	24	several	several	ADJ
ijassa-1116	14	25	month	month	NOUN
ijassa-1116	14	26	lag	lag	NOUN
ijassa-1116	14	27	after	after	ADP
ijassa-1116	14	28	the	the	DET
ijassa-1116	14	29	end	end	NOUN
ijassa-1116	14	30	of	of	ADP
ijassa-1116	14	31	the	the	DET
ijassa-1116	14	32	corresponding	corresponding	ADJ
ijassa-1116	14	33	period	period	NOUN
ijassa-1116	14	34	,	,	PUNCT
ijassa-1116	14	35	and	and	CCONJ
ijassa-1116	14	36	on	on	ADP
ijassa-1116	14	37	the	the	DET
ijassa-1116	14	38	other	other	ADJ
ijassa-1116	14	39	hand	hand	NOUN
ijassa-1116	14	40	,	,	PUNCT
ijassa-1116	14	41	gdp	gdp	NOUN
ijassa-1116	14	42	is	be	AUX
ijassa-1116	14	43	crucial	crucial	ADJ
ijassa-1116	14	44	in	in	ADP
ijassa-1116	14	45	policy	policy	NOUN
ijassa-1116	14	46	making	making	NOUN
ijassa-1116	14	47	and	and	CCONJ
ijassa-1116	14	48	decision	decision	NOUN
ijassa-1116	14	49	making	making	NOUN
ijassa-1116	14	50	of	of	ADP
ijassa-1116	14	51	many	many	ADJ
ijassa-1116	14	52	agents	agent	NOUN
ijassa-1116	14	53	.	.	PUNCT
ijassa-1116	15	1	in	in	ADP
ijassa-1116	15	2	this	this	DET
ijassa-1116	15	3	paper	paper	NOUN
ijassa-1116	15	4	we	we	PRON
ijassa-1116	15	5	investigate	investigate	VERB
ijassa-1116	15	6	gdp	gdp	NOUN
ijassa-1116	15	7	nowcasting	nowcasting	NOUN
ijassa-1116	15	8	based	base	VERB
ijassa-1116	15	9	on	on	ADP
ijassa-1116	15	10	a	a	DET
ijassa-1116	15	11	set	set	NOUN
ijassa-1116	15	12	of	of	ADP
ijassa-1116	15	13	commodity	commodity	NOUN
ijassa-1116	15	14	prices	price	NOUN
ijassa-1116	15	15	and	and	CCONJ
ijassa-1116	15	16	pmis	pmis	NOUN
ijassa-1116	15	17	.	.	PUNCT
ijassa-1116	16	1	from	from	ADP
ijassa-1116	16	2	a	a	DET
ijassa-1116	16	3	technical	technical	ADJ
ijassa-1116	16	4	point	point	NOUN
ijassa-1116	16	5	of	of	ADP
ijassa-1116	16	6	view	view	NOUN
ijassa-1116	16	7	,	,	PUNCT
ijassa-1116	16	8	there	there	PRON
ijassa-1116	16	9	are	be	VERB
ijassa-1116	16	10	several	several	ADJ
ijassa-1116	16	11	main	main	ADJ
ijassa-1116	16	12	approaches	approach	NOUN
ijassa-1116	16	13	to	to	ADP
ijassa-1116	16	14	gdp	gdp	NOUN
ijassa-1116	16	15	nowcasting	nowcasting	NOUN
ijassa-1116	16	16	.	.	PUNCT
ijassa-1116	17	1	first	first	ADV
ijassa-1116	17	2	,	,	PUNCT
ijassa-1116	17	3	these	these	PRON
ijassa-1116	17	4	are	be	AUX
ijassa-1116	17	5	coupling	couple	VERB
ijassa-1116	17	6	equations	equation	NOUN
ijassa-1116	17	7	based	base	VERB
ijassa-1116	17	8	on	on	ADP
ijassa-1116	17	9	predicting	predict	VERB
ijassa-1116	17	10	a	a	DET
ijassa-1116	17	11	high	high	ADJ
ijassa-1116	17	12	-	-	PUNCT
ijassa-1116	17	13	frequency	frequency	NOUN
ijassa-1116	17	14	series	series	NOUN
ijassa-1116	17	15	using	use	VERB
ijassa-1116	17	16	standard	standard	ADJ
ijassa-1116	17	17	methods	method	NOUN
ijassa-1116	17	18	,	,	PUNCT
ijassa-1116	17	19	then	then	ADV
ijassa-1116	17	20	aggregating	aggregate	VERB
ijassa-1116	17	21	it	it	PRON
ijassa-1116	17	22	into	into	ADP
ijassa-1116	17	23	lower	low	ADJ
ijassa-1116	17	24	frequency	frequency	NOUN
ijassa-1116	17	25	data	datum	NOUN
ijassa-1116	17	26	and	and	CCONJ
ijassa-1116	17	27	using	use	VERB
ijassa-1116	17	28	the	the	DET
ijassa-1116	17	29	resulting	result	VERB
ijassa-1116	17	30	indicator	indicator	NOUN
ijassa-1116	17	31	as	as	ADP
ijassa-1116	17	32	an	an	DET
ijassa-1116	17	33	explanatory	explanatory	ADJ
ijassa-1116	17	34	variable	variable	NOUN
ijassa-1116	17	35	in	in	ADP
ijassa-1116	17	36	the	the	DET
ijassa-1116	17	37	low	low	ADJ
ijassa-1116	17	38	-	-	PUNCT
ijassa-1116	17	39	frequency	frequency	NOUN
ijassa-1116	17	40	equation	equation	NOUN
ijassa-1116	17	41	for	for	ADP
ijassa-1116	17	42	the	the	DET
ijassa-1116	17	43	indicator	indicator	NOUN
ijassa-1116	17	44	of	of	ADP
ijassa-1116	17	45	interest	interest	NOUN
ijassa-1116	17	46	.	.	PUNCT
ijassa-1116	18	1	this	this	DET
ijassa-1116	18	2	approach	approach	NOUN
ijassa-1116	18	3	was	be	AUX
ijassa-1116	18	4	presented	present	VERB
ijassa-1116	18	5	,	,	PUNCT
ijassa-1116	18	6	for	for	ADP
ijassa-1116	18	7	example	example	NOUN
ijassa-1116	18	8	,	,	PUNCT
ijassa-1116	18	9	in	in	ADP
ijassa-1116	18	10	[	[	PUNCT
ijassa-1116	18	11	11	11	NUM
ijassa-1116	18	12	]	]	PUNCT
ijassa-1116	18	13	,	,	PUNCT
ijassa-1116	18	14	and	and	CCONJ
ijassa-1116	18	15	still	still	ADV
ijassa-1116	18	16	retains	retain	VERB
ijassa-1116	18	17	considerable	considerable	ADJ
ijassa-1116	18	18	popularity	popularity	NOUN
ijassa-1116	18	19	,	,	PUNCT
ijassa-1116	18	20	see	see	VERB
ijassa-1116	18	21	[	[	X
ijassa-1116	18	22	17	17	NUM
ijassa-1116	18	23	,	,	PUNCT
ijassa-1116	18	24	18	18	NUM
ijassa-1116	18	25	]	]	PUNCT
ijassa-1116	18	26	.	.	PUNCT
ijassa-1116	19	1	another	another	DET
ijassa-1116	19	2	very	very	ADV
ijassa-1116	19	3	common	common	ADJ
ijassa-1116	19	4	class	class	NOUN
ijassa-1116	19	5	of	of	ADP
ijassa-1116	19	6	econometric	econometric	ADJ
ijassa-1116	19	7	models	model	NOUN
ijassa-1116	19	8	is	be	AUX
ijassa-1116	19	9	the	the	DET
ijassa-1116	19	10	so	so	ADV
ijassa-1116	19	11	-	-	PUNCT
ijassa-1116	19	12	called	call	VERB
ijassa-1116	19	13	midas	midas	PROPN
ijassa-1116	19	14	(	(	PUNCT
ijassa-1116	19	15	mixed	mixed	ADJ
ijassa-1116	19	16	data	data	NOUN
ijassa-1116	19	17	sampling	sample	VERB
ijassa-1116	19	18	)	)	PUNCT
ijassa-1116	19	19	mixed	mixed	ADJ
ijassa-1116	19	20	data	datum	NOUN
ijassa-1116	19	21	frequency	frequency	NOUN
ijassa-1116	19	22	)	)	PUNCT
ijassa-1116	19	23	.	.	PUNCT
ijassa-1116	20	1	this	this	DET
ijassa-1116	20	2	approach	approach	NOUN
ijassa-1116	20	3	is	be	AUX
ijassa-1116	20	4	based	base	VERB
ijassa-1116	20	5	on	on	ADP
ijassa-1116	20	6	using	use	VERB
ijassa-1116	20	7	in	in	ADP
ijassa-1116	20	8	the	the	DET
ijassa-1116	20	9	equation	equation	NOUN
ijassa-1116	20	10	for	for	ADP
ijassa-1116	20	11	a	a	DET
ijassa-1116	20	12	lower	low	ADJ
ijassa-1116	20	13	frequency	frequency	NOUN
ijassa-1116	20	14	series	series	NOUN
ijassa-1116	20	15	(	(	PUNCT
ijassa-1116	20	16	for	for	ADP
ijassa-1116	20	17	example	example	NOUN
ijassa-1116	20	18	,	,	PUNCT
ijassa-1116	20	19	quarterly	quarterly	ADV
ijassa-1116	20	20	)	)	PUNCT
ijassa-1116	20	21	as	as	ADP
ijassa-1116	20	22	explanatory	explanatory	ADJ
ijassa-1116	20	23	variables	variable	NOUN
ijassa-1116	20	24	several	several	ADJ
ijassa-1116	20	25	values	value	NOUN
ijassa-1116	20	26	of	of	ADP
ijassa-1116	20	27	a	a	DET
ijassa-1116	20	28	higher	high	ADJ
ijassa-1116	20	29	frequency	frequency	NOUN
ijassa-1116	20	30	series	series	NOUN
ijassa-1116	20	31	related	relate	VERB
ijassa-1116	20	32	to	to	ADP
ijassa-1116	20	33	the	the	DET
ijassa-1116	20	34	current	current	ADJ
ijassa-1116	20	35	period	period	NOUN
ijassa-1116	20	36	(	(	PUNCT
ijassa-1116	20	37	for	for	ADP
ijassa-1116	20	38	example	example	NOUN
ijassa-1116	20	39	,	,	PUNCT
ijassa-1116	20	40	three	three	NUM
ijassa-1116	20	41	monthly	monthly	ADJ
ijassa-1116	20	42	values	value	NOUN
ijassa-1116	20	43	of	of	ADP
ijassa-1116	20	44	another	another	DET
ijassa-1116	20	45	indicator	indicator	NOUN
ijassa-1116	20	46	related	relate	VERB
ijassa-1116	20	47	to	to	ADP
ijassa-1116	20	48	this	this	DET
ijassa-1116	20	49	quarter	quarter	NOUN
ijassa-1116	20	50	)	)	PUNCT
ijassa-1116	20	51	.	.	PUNCT
ijassa-1116	21	1	depending	depend	VERB
ijassa-1116	21	2	on	on	ADP
ijassa-1116	21	3	the	the	DET
ijassa-1116	21	4	specification	specification	NOUN
ijassa-1116	21	5	,	,	PUNCT
ijassa-1116	21	6	a	a	DET
ijassa-1116	21	7	number	number	NOUN
ijassa-1116	21	8	of	of	ADP
ijassa-1116	21	9	*	*	PUNCT
ijassa-1116	21	10	corresponding	correspond	VERB
ijassa-1116	21	11	author	author	NOUN
ijassa-1116	21	12	:	:	PUNCT
ijassa-1116	21	13	ivanstankevich0@gmail.com	ivanstankevich0@gmail.com	X
ijassa-1116	21	14	92	92	NUM
ijassa-1116	21	15	i.	i.	PROPN
ijassa-1116	21	16	kopytin	kopytin	PROPN
ijassa-1116	21	17	,	,	PUNCT
ijassa-1116	21	18	n.	n.	NOUN
ijassa-1116	21	19	pilnik	pilnik	NOUN
ijassa-1116	21	20	,	,	PUNCT
ijassa-1116	21	21	i.	i.	PROPN
ijassa-1116	21	22	stankevich	stankevich	PROPN
ijassa-1116	21	23	copyright	copyright	NOUN
ijassa-1116	21	24	©	©	PROPN
ijassa-1116	21	25	2023	2023	NUM
ijassa-1116	21	26	assa	assa	PROPN
ijassa-1116	21	27	adv	adv	PROPN
ijassa-1116	21	28	.	.	PUNCT
ijassa-1116	22	1	in	in	ADP
ijassa-1116	22	2	systems	system	NOUN
ijassa-1116	22	3	science	science	NOUN
ijassa-1116	22	4	and	and	CCONJ
ijassa-1116	22	5	appl	appl	NOUN
ijassa-1116	22	6	.	.	PUNCT
ijassa-1116	23	1	(	(	PUNCT
ijassa-1116	23	2	2023	2023	NUM
ijassa-1116	23	3	)	)	PUNCT
ijassa-1116	23	4	restrictions	restriction	NOUN
ijassa-1116	23	5	on	on	ADP
ijassa-1116	23	6	the	the	DET
ijassa-1116	23	7	values	value	NOUN
ijassa-1116	23	8	of	of	ADP
ijassa-1116	23	9	the	the	DET
ijassa-1116	23	10	coefficients	coefficient	NOUN
ijassa-1116	23	11	of	of	ADP
ijassa-1116	23	12	the	the	DET
ijassa-1116	23	13	model	model	NOUN
ijassa-1116	23	14	can	can	AUX
ijassa-1116	23	15	be	be	AUX
ijassa-1116	23	16	introduced	introduce	VERB
ijassa-1116	23	17	:	:	PUNCT
ijassa-1116	23	18	models	model	NOUN
ijassa-1116	23	19	without	without	ADP
ijassa-1116	23	20	restrictions	restriction	NOUN
ijassa-1116	23	21	are	be	AUX
ijassa-1116	23	22	usually	usually	ADV
ijassa-1116	23	23	called	call	VERB
ijassa-1116	23	24	unrestricted	unrestricted	ADJ
ijassa-1116	23	25	midas	midas	PROPN
ijassa-1116	23	26	models	model	NOUN
ijassa-1116	23	27	(	(	PUNCT
ijassa-1116	23	28	u	u	NOUN
ijassa-1116	23	29	-	-	NOUN
ijassa-1116	23	30	midas	midas	PROPN
ijassa-1116	23	31	)	)	PUNCT
ijassa-1116	23	32	.	.	PUNCT
ijassa-1116	24	1	presented	present	VERB
ijassa-1116	24	2	in	in	ADP
ijassa-1116	24	3	[	[	X
ijassa-1116	24	4	8	8	NUM
ijassa-1116	24	5	,	,	PUNCT
ijassa-1116	24	6	9	9	NUM
ijassa-1116	24	7	]	]	PUNCT
ijassa-1116	24	8	,	,	PUNCT
ijassa-1116	24	9	models	model	NOUN
ijassa-1116	24	10	of	of	ADP
ijassa-1116	24	11	this	this	DET
ijassa-1116	24	12	class	class	NOUN
ijassa-1116	24	13	are	be	AUX
ijassa-1116	24	14	widely	widely	ADV
ijassa-1116	24	15	used	use	VERB
ijassa-1116	24	16	for	for	ADP
ijassa-1116	24	17	the	the	DET
ijassa-1116	24	18	nowcasting	nowcasting	NOUN
ijassa-1116	24	19	of	of	ADP
ijassa-1116	24	20	macroeconomic	macroeconomic	ADJ
ijassa-1116	24	21	indicators	indicator	NOUN
ijassa-1116	24	22	,	,	PUNCT
ijassa-1116	24	23	see	see	VERB
ijassa-1116	24	24	,	,	PUNCT
ijassa-1116	24	25	for	for	ADP
ijassa-1116	24	26	example	example	NOUN
ijassa-1116	24	27	,	,	PUNCT
ijassa-1116	25	1	[	[	X
ijassa-1116	25	2	2	2	NUM
ijassa-1116	25	3	,	,	PUNCT
ijassa-1116	25	4	7	7	NUM
ijassa-1116	25	5	,	,	PUNCT
ijassa-1116	25	6	14	14	NUM
ijassa-1116	25	7	]	]	PUNCT
ijassa-1116	25	8	.	.	PUNCT
ijassa-1116	26	1	from	from	ADP
ijassa-1116	26	2	technically	technically	ADV
ijassa-1116	26	3	more	more	ADV
ijassa-1116	26	4	complex	complex	ADJ
ijassa-1116	26	5	approaches	approach	NOUN
ijassa-1116	26	6	,	,	PUNCT
ijassa-1116	26	7	one	one	PRON
ijassa-1116	26	8	can	can	AUX
ijassa-1116	26	9	single	single	VERB
ijassa-1116	26	10	out	out	ADP
ijassa-1116	26	11	mixed	mixed	ADJ
ijassa-1116	26	12	frequency	frequency	NOUN
ijassa-1116	26	13	vector	vector	NOUN
ijassa-1116	26	14	autoregression	autoregression	NOUN
ijassa-1116	26	15	(	(	PUNCT
ijassa-1116	26	16	mfvar	mfvar	PROPN
ijassa-1116	26	17	)	)	PUNCT
ijassa-1116	26	18	,	,	PUNCT
ijassa-1116	26	19	based	base	VERB
ijassa-1116	26	20	on	on	ADP
ijassa-1116	26	21	the	the	DET
ijassa-1116	26	22	description	description	NOUN
ijassa-1116	26	23	of	of	ADP
ijassa-1116	26	24	the	the	DET
ijassa-1116	26	25	joint	joint	ADJ
ijassa-1116	26	26	dynamics	dynamic	NOUN
ijassa-1116	26	27	of	of	ADP
ijassa-1116	26	28	high	high	ADJ
ijassa-1116	26	29	-	-	PUNCT
ijassa-1116	26	30	frequency	frequency	NOUN
ijassa-1116	26	31	indicators	indicator	NOUN
ijassa-1116	26	32	and	and	CCONJ
ijassa-1116	26	33	the	the	DET
ijassa-1116	26	34	unobserved	unobserved	ADJ
ijassa-1116	26	35	decomposition	decomposition	NOUN
ijassa-1116	26	36	of	of	ADP
ijassa-1116	26	37	low	low	ADJ
ijassa-1116	26	38	-	-	PUNCT
ijassa-1116	26	39	frequency	frequency	NOUN
ijassa-1116	26	40	indicators	indicator	NOUN
ijassa-1116	26	41	into	into	ADP
ijassa-1116	26	42	higher	high	ADJ
ijassa-1116	26	43	frequency	frequency	NOUN
ijassa-1116	26	44	data	datum	NOUN
ijassa-1116	26	45	,	,	PUNCT
ijassa-1116	26	46	see	see	VERB
ijassa-1116	26	47	,	,	PUNCT
ijassa-1116	26	48	for	for	ADP
ijassa-1116	26	49	example	example	NOUN
ijassa-1116	26	50	,	,	PUNCT
ijassa-1116	26	51	[	[	X
ijassa-1116	26	52	12	12	NUM
ijassa-1116	26	53	]	]	PUNCT
ijassa-1116	26	54	or	or	CCONJ
ijassa-1116	26	55	[	[	X
ijassa-1116	26	56	16	16	NUM
ijassa-1116	26	57	]	]	PUNCT
ijassa-1116	26	58	in	in	ADP
ijassa-1116	26	59	the	the	DET
ijassa-1116	26	60	application	application	NOUN
ijassa-1116	26	61	to	to	ADP
ijassa-1116	26	62	nowcasting	nowcaste	VERB
ijassa-1116	26	63	.	.	PUNCT
ijassa-1116	27	1	there	there	PRON
ijassa-1116	27	2	are	be	VERB
ijassa-1116	27	3	also	also	ADV
ijassa-1116	27	4	bayesian	bayesian	NOUN
ijassa-1116	27	5	generalizations	generalization	NOUN
ijassa-1116	27	6	of	of	ADP
ijassa-1116	27	7	this	this	DET
ijassa-1116	27	8	approach	approach	NOUN
ijassa-1116	27	9	[	[	X
ijassa-1116	27	10	15	15	NUM
ijassa-1116	27	11	]	]	PUNCT
ijassa-1116	27	12	.	.	PUNCT
ijassa-1116	28	1	when	when	SCONJ
ijassa-1116	28	2	building	build	VERB
ijassa-1116	28	3	a	a	DET
ijassa-1116	28	4	nowcasting	nowcasting	NOUN
ijassa-1116	28	5	system	system	NOUN
ijassa-1116	28	6	,	,	PUNCT
ijassa-1116	28	7	one	one	PRON
ijassa-1116	28	8	has	have	VERB
ijassa-1116	28	9	to	to	PART
ijassa-1116	28	10	choose	choose	VERB
ijassa-1116	28	11	between	between	ADP
ijassa-1116	28	12	different	different	ADJ
ijassa-1116	28	13	model	model	NOUN
ijassa-1116	28	14	types	type	NOUN
ijassa-1116	28	15	and	and	CCONJ
ijassa-1116	28	16	different	different	ADJ
ijassa-1116	28	17	indicators	indicator	NOUN
ijassa-1116	28	18	that	that	PRON
ijassa-1116	28	19	can	can	AUX
ijassa-1116	28	20	be	be	AUX
ijassa-1116	28	21	used	use	VERB
ijassa-1116	28	22	as	as	ADP
ijassa-1116	28	23	explanatory	explanatory	ADJ
ijassa-1116	28	24	variables	variable	NOUN
ijassa-1116	28	25	in	in	ADP
ijassa-1116	28	26	a	a	DET
ijassa-1116	28	27	nowcasting	nowcasting	NOUN
ijassa-1116	28	28	model	model	NOUN
ijassa-1116	28	29	.	.	PUNCT
ijassa-1116	29	1	this	this	DET
ijassa-1116	29	2	choice	choice	NOUN
ijassa-1116	29	3	becomes	become	VERB
ijassa-1116	29	4	especially	especially	ADV
ijassa-1116	29	5	important	important	ADJ
ijassa-1116	29	6	for	for	ADP
ijassa-1116	29	7	tasks	task	NOUN
ijassa-1116	29	8	of	of	ADP
ijassa-1116	29	9	building	build	VERB
ijassa-1116	29	10	a	a	DET
ijassa-1116	29	11	nowcasting	nowcasting	NOUN
ijassa-1116	29	12	system	system	NOUN
ijassa-1116	29	13	for	for	ADP
ijassa-1116	29	14	a	a	DET
ijassa-1116	29	15	set	set	NOUN
ijassa-1116	29	16	of	of	ADP
ijassa-1116	29	17	countries	country	NOUN
ijassa-1116	29	18	with	with	ADP
ijassa-1116	29	19	different	different	ADJ
ijassa-1116	29	20	structures	structure	NOUN
ijassa-1116	29	21	of	of	ADP
ijassa-1116	29	22	the	the	DET
ijassa-1116	29	23	economy	economy	NOUN
ijassa-1116	29	24	.	.	PUNCT
ijassa-1116	30	1	in	in	ADP
ijassa-1116	30	2	this	this	DET
ijassa-1116	30	3	paper	paper	NOUN
ijassa-1116	30	4	,	,	PUNCT
ijassa-1116	30	5	we	we	PRON
ijassa-1116	30	6	test	test	VERB
ijassa-1116	30	7	a	a	DET
ijassa-1116	30	8	set	set	NOUN
ijassa-1116	30	9	of	of	ADP
ijassa-1116	30	10	widely	widely	ADV
ijassa-1116	30	11	used	use	VERB
ijassa-1116	30	12	nowcasting	nowcasting	NOUN
ijassa-1116	30	13	models	model	NOUN
ijassa-1116	30	14	(	(	PUNCT
ijassa-1116	30	15	midas	midas	PROPN
ijassa-1116	30	16	,	,	PUNCT
ijassa-1116	30	17	mixed	mixed	ADJ
ijassa-1116	30	18	frequency	frequency	NOUN
ijassa-1116	30	19	bayesian	bayesian	NOUN
ijassa-1116	30	20	vars	var	NOUN
ijassa-1116	30	21	,	,	PUNCT
ijassa-1116	30	22	dfm	dfm	PROPN
ijassa-1116	30	23	)	)	PUNCT
ijassa-1116	30	24	on	on	ADP
ijassa-1116	30	25	data	datum	NOUN
ijassa-1116	30	26	for	for	ADP
ijassa-1116	30	27	19	19	NUM
ijassa-1116	30	28	major	major	ADJ
ijassa-1116	30	29	economies	economy	NOUN
ijassa-1116	30	30	.	.	PUNCT
ijassa-1116	31	1	we	we	PRON
ijassa-1116	31	2	also	also	ADV
ijassa-1116	31	3	compare	compare	VERB
ijassa-1116	31	4	different	different	ADJ
ijassa-1116	31	5	sets	set	NOUN
ijassa-1116	31	6	of	of	ADP
ijassa-1116	31	7	operative	operative	ADJ
ijassa-1116	31	8	indicators	indicator	NOUN
ijassa-1116	31	9	:	:	PUNCT
ijassa-1116	31	10	a	a	DET
ijassa-1116	31	11	set	set	NOUN
ijassa-1116	31	12	of	of	ADP
ijassa-1116	31	13	pmi	pmi	NOUN
ijassa-1116	31	14	indicators	indicator	NOUN
ijassa-1116	31	15	and	and	CCONJ
ijassa-1116	31	16	several	several	ADJ
ijassa-1116	31	17	sets	set	NOUN
ijassa-1116	31	18	of	of	ADP
ijassa-1116	31	19	world	world	NOUN
ijassa-1116	31	20	commodity	commodity	NOUN
ijassa-1116	31	21	prices	price	NOUN
ijassa-1116	31	22	:	:	PUNCT
ijassa-1116	31	23	prices	price	NOUN
ijassa-1116	31	24	for	for	ADP
ijassa-1116	31	25	energy	energy	NOUN
ijassa-1116	31	26	commodities	commodity	NOUN
ijassa-1116	31	27	,	,	PUNCT
ijassa-1116	31	28	metals	metal	NOUN
ijassa-1116	31	29	(	(	PUNCT
ijassa-1116	31	30	both	both	CCONJ
ijassa-1116	31	31	precious	precious	ADJ
ijassa-1116	31	32	and	and	CCONJ
ijassa-1116	31	33	industrial	industrial	ADJ
ijassa-1116	31	34	)	)	PUNCT
ijassa-1116	31	35	and	and	CCONJ
ijassa-1116	31	36	agricultural	agricultural	ADJ
ijassa-1116	31	37	commodities	commodity	NOUN
ijassa-1116	31	38	.	.	PUNCT
ijassa-1116	32	1	pmis	pmis	PROPN
ijassa-1116	32	2	are	be	AUX
ijassa-1116	32	3	a	a	DET
ijassa-1116	32	4	common	common	ADJ
ijassa-1116	32	5	choice	choice	NOUN
ijassa-1116	32	6	in	in	ADP
ijassa-1116	32	7	nowcasting	nowcaste	VERB
ijassa-1116	32	8	and	and	CCONJ
ijassa-1116	32	9	are	be	AUX
ijassa-1116	32	10	often	often	ADV
ijassa-1116	32	11	found	find	VERB
ijassa-1116	32	12	to	to	PART
ijassa-1116	32	13	increase	increase	VERB
ijassa-1116	32	14	the	the	DET
ijassa-1116	32	15	nowcasting	nowcasting	NOUN
ijassa-1116	32	16	accuracy	accuracy	NOUN
ijassa-1116	32	17	in	in	ADP
ijassa-1116	32	18	real	real	ADJ
ijassa-1116	32	19	-	-	PUNCT
ijassa-1116	32	20	time	time	NOUN
ijassa-1116	32	21	settings	setting	NOUN
ijassa-1116	32	22	(	(	PUNCT
ijassa-1116	32	23	see	see	VERB
ijassa-1116	32	24	,	,	PUNCT
ijassa-1116	32	25	e.g.	e.g.	ADV
ijassa-1116	32	26	,	,	PUNCT
ijassa-1116	32	27	[	[	X
ijassa-1116	32	28	13	13	NUM
ijassa-1116	32	29	]	]	PUNCT
ijassa-1116	32	30	for	for	ADP
ijassa-1116	32	31	the	the	DET
ijassa-1116	32	32	us	us	PROPN
ijassa-1116	32	33	and	and	CCONJ
ijassa-1116	32	34	[	[	X
ijassa-1116	32	35	5	5	NUM
ijassa-1116	32	36	]	]	PUNCT
ijassa-1116	32	37	for	for	ADP
ijassa-1116	32	38	the	the	DET
ijassa-1116	32	39	euro	euro	PROPN
ijassa-1116	32	40	area	area	NOUN
ijassa-1116	32	41	)	)	PUNCT
ijassa-1116	32	42	.	.	PUNCT
ijassa-1116	33	1	the	the	DET
ijassa-1116	33	2	most	most	ADV
ijassa-1116	33	3	popular	popular	ADJ
ijassa-1116	33	4	choice	choice	NOUN
ijassa-1116	33	5	among	among	ADP
ijassa-1116	33	6	commodity	commodity	NOUN
ijassa-1116	33	7	prices	price	NOUN
ijassa-1116	33	8	is	be	AUX
ijassa-1116	33	9	oil	oil	NOUN
ijassa-1116	33	10	price	price	NOUN
ijassa-1116	33	11	,	,	PUNCT
ijassa-1116	33	12	see	see	VERB
ijassa-1116	33	13	,	,	PUNCT
ijassa-1116	33	14	e.g.	e.g.	ADV
ijassa-1116	33	15	,	,	PUNCT
ijassa-1116	33	16	[	[	X
ijassa-1116	33	17	2,4	2,4	X
ijassa-1116	33	18	]	]	X
ijassa-1116	33	19	,	,	PUNCT
ijassa-1116	33	20	and	and	CCONJ
ijassa-1116	33	21	our	our	PRON
ijassa-1116	33	22	main	main	ADJ
ijassa-1116	33	23	hypothesis	hypothesis	NOUN
ijassa-1116	33	24	is	be	AUX
ijassa-1116	33	25	in	in	ADP
ijassa-1116	33	26	line	line	NOUN
ijassa-1116	33	27	with	with	ADP
ijassa-1116	33	28	this	this	DET
ijassa-1116	33	29	choice	choice	NOUN
ijassa-1116	33	30	:	:	PUNCT
ijassa-1116	33	31	among	among	ADP
ijassa-1116	33	32	all	all	DET
ijassa-1116	33	33	the	the	DET
ijassa-1116	33	34	commodity	commodity	NOUN
ijassa-1116	33	35	groups	group	NOUN
ijassa-1116	33	36	,	,	PUNCT
ijassa-1116	33	37	prices	price	NOUN
ijassa-1116	33	38	of	of	ADP
ijassa-1116	33	39	energy	energy	NOUN
ijassa-1116	33	40	indicators	indicator	NOUN
ijassa-1116	33	41	(	(	PUNCT
ijassa-1116	33	42	including	include	VERB
ijassa-1116	33	43	oil	oil	NOUN
ijassa-1116	33	44	and	and	CCONJ
ijassa-1116	33	45	gas	gas	NOUN
ijassa-1116	33	46	prices	price	NOUN
ijassa-1116	33	47	)	)	PUNCT
ijassa-1116	33	48	can	can	AUX
ijassa-1116	33	49	yield	yield	VERB
ijassa-1116	33	50	the	the	DET
ijassa-1116	33	51	highest	high	ADJ
ijassa-1116	33	52	nowcasting	nowcasting	NOUN
ijassa-1116	33	53	accuracy	accuracy	NOUN
ijassa-1116	33	54	.	.	PUNCT
ijassa-1116	34	1	2	2	X
ijassa-1116	34	2	.	.	X
ijassa-1116	34	3	methods	method	NOUN
ijassa-1116	34	4	we	we	PRON
ijassa-1116	34	5	employ	employ	VERB
ijassa-1116	34	6	a	a	DET
ijassa-1116	34	7	relatively	relatively	ADV
ijassa-1116	34	8	standard	standard	NOUN
ijassa-1116	34	9	for	for	ADP
ijassa-1116	34	10	nowcasting	nowcaste	VERB
ijassa-1116	34	11	literature	literature	NOUN
ijassa-1116	34	12	set	set	NOUN
ijassa-1116	34	13	of	of	ADP
ijassa-1116	34	14	models	model	NOUN
ijassa-1116	34	15	:	:	PUNCT
ijassa-1116	34	16	midas	midas	PROPN
ijassa-1116	34	17	(	(	PUNCT
ijassa-1116	34	18	mixed	mixed	ADJ
ijassa-1116	34	19	data	datum	NOUN
ijassa-1116	34	20	sampling	sampling	NOUN
ijassa-1116	34	21	)	)	PUNCT
ijassa-1116	34	22	models	model	NOUN
ijassa-1116	34	23	,	,	PUNCT
ijassa-1116	34	24	dynamic	dynamic	ADJ
ijassa-1116	34	25	factor	factor	NOUN
ijassa-1116	34	26	models	model	NOUN
ijassa-1116	34	27	and	and	CCONJ
ijassa-1116	34	28	mixed	mixed	ADJ
ijassa-1116	34	29	-	-	PUNCT
ijassa-1116	34	30	frequency	frequency	NOUN
ijassa-1116	34	31	bayesian	bayesian	NOUN
ijassa-1116	34	32	vector	vector	NOUN
ijassa-1116	34	33	autoregressions	autoregression	NOUN
ijassa-1116	34	34	.	.	PUNCT
ijassa-1116	35	1	midas	midas	PROPN
ijassa-1116	35	2	models	model	NOUN
ijassa-1116	35	3	are	be	AUX
ijassa-1116	35	4	based	base	VERB
ijassa-1116	35	5	on	on	ADP
ijassa-1116	35	6	the	the	DET
ijassa-1116	35	7	utilization	utilization	NOUN
ijassa-1116	35	8	of	of	ADP
ijassa-1116	35	9	higher	high	ADJ
ijassa-1116	35	10	-	-	PUNCT
ijassa-1116	35	11	frequency	frequency	NOUN
ijassa-1116	35	12	indicators	indicator	NOUN
ijassa-1116	35	13	as	as	ADP
ijassa-1116	35	14	explanatory	explanatory	ADJ
ijassa-1116	35	15	variables	variable	NOUN
ijassa-1116	35	16	.	.	PUNCT
ijassa-1116	36	1	this	this	DET
ijassa-1116	36	2	class	class	NOUN
ijassa-1116	36	3	of	of	ADP
ijassa-1116	36	4	models	model	NOUN
ijassa-1116	36	5	was	be	AUX
ijassa-1116	36	6	presented	present	VERB
ijassa-1116	36	7	[	[	X
ijassa-1116	36	8	8,9	8,9	NUM
ijassa-1116	36	9	]	]	PUNCT
ijassa-1116	36	10	and	and	CCONJ
ijassa-1116	36	11	is	be	AUX
ijassa-1116	36	12	widely	widely	ADV
ijassa-1116	36	13	used	use	VERB
ijassa-1116	36	14	in	in	ADP
ijassa-1116	36	15	nowcasting	nowcasting	NOUN
ijassa-1116	36	16	of	of	ADP
ijassa-1116	36	17	macroeconomic	macroeconomic	ADJ
ijassa-1116	36	18	indicators	indicator	NOUN
ijassa-1116	36	19	(	(	PUNCT
ijassa-1116	36	20	see	see	VERB
ijassa-1116	36	21	[	[	X
ijassa-1116	36	22	2	2	NUM
ijassa-1116	36	23	,	,	PUNCT
ijassa-1116	36	24	7	7	NUM
ijassa-1116	36	25	,	,	PUNCT
ijassa-1116	36	26	14	14	NUM
ijassa-1116	36	27	]	]	PUNCT
ijassa-1116	36	28	)	)	PUNCT
ijassa-1116	36	29	.	.	PUNCT
ijassa-1116	37	1	in	in	ADP
ijassa-1116	37	2	the	the	DET
ijassa-1116	37	3	general	general	ADJ
ijassa-1116	37	4	case	case	NOUN
ijassa-1116	37	5	,	,	PUNCT
ijassa-1116	37	6	a	a	DET
ijassa-1116	37	7	midas	midas	PROPN
ijassa-1116	37	8	model	model	NOUN
ijassa-1116	37	9	assumes	assume	VERB
ijassa-1116	37	10	that	that	SCONJ
ijassa-1116	37	11	(	(	PUNCT
ijassa-1116	37	12	)	)	PUNCT
ijassa-1116	37	13	(	(	PUNCT
ijassa-1116	37	14	)	)	PUNCT
ijassa-1116	37	15	1	1	NUM
ijassa-1116	37	16	0	0	NUM
ijassa-1116	37	17	0	0	NUM
ijassa-1116	37	18	i	i	PRON
ijassa-1116	38	1	i	i	PRON
ijassa-1116	38	2	p	p	X
ijassa-1116	39	1	k	k	X
ijassa-1116	40	1	i	i	PRON
ijassa-1116	41	1	i	i	PRON
ijassa-1116	41	2	t	t	VERB
ijassa-1116	42	1	j	j	PROPN
ijassa-1116	42	2	t	t	PROPN
ijassa-1116	42	3	j	j	PROPN
ijassa-1116	42	4	j	j	PROPN
ijassa-1116	42	5	tm	tm	PROPN
ijassa-1116	42	6	j	j	PROPN
ijassa-1116	43	1	t	t	PROPN
ijassa-1116	43	2	i	i	PRON
ijassa-1116	43	3	m	m	VERB
ijassa-1116	43	4	j	j	PROPN
ijassa-1116	43	5	j	j	PROPN
ijassa-1116	43	6	y	y	PROPN
ijassa-1116	43	7	y	y	PROPN
ijassa-1116	43	8	x	x	X
ijassa-1116	43	9	u	u	ADJ
ijassa-1116	43	10			PROPN
ijassa-1116	43	11			NOUN
ijassa-1116	43	12			NUM
ijassa-1116	44	1			NUM
ijassa-1116	44	2			NUM
ijassa-1116	44	3			PROPN
ijassa-1116	44	4			ADJ
ijassa-1116	44	5			PROPN
ijassa-1116	45	1			PRON
ijassa-1116	45	2	,	,	PUNCT
ijassa-1116	45	3	where	where	SCONJ
ijassa-1116	45	4	ty	ty	PRON
ijassa-1116	45	5	is	be	AUX
ijassa-1116	45	6	lower	low	ADJ
ijassa-1116	45	7	-	-	PUNCT
ijassa-1116	45	8	frequency	frequency	NOUN
ijassa-1116	45	9	data	datum	NOUN
ijassa-1116	45	10	(	(	PUNCT
ijassa-1116	45	11	in	in	ADP
ijassa-1116	45	12	our	our	PRON
ijassa-1116	45	13	case	case	NOUN
ijassa-1116	45	14	–	–	PUNCT
ijassa-1116	45	15	quarterly	quarterly	ADJ
ijassa-1116	45	16	series	series	NOUN
ijassa-1116	45	17	of	of	ADP
ijassa-1116	45	18	gdp	gdp	NOUN
ijassa-1116	45	19	growth	growth	NOUN
ijassa-1116	45	20	rate	rate	NOUN
ijassa-1116	45	21	)	)	PUNCT
ijassa-1116	45	22	;	;	PUNCT
ijassa-1116	45	23	(	(	PUNCT
ijassa-1116	45	24	)	)	PUNCT
ijassa-1116	45	25	i	i	PRON
ijassa-1116	45	26	tx	tx	VERB
ijassa-1116	45	27	factors	factor	NOUN
ijassa-1116	45	28	of	of	ADP
ijassa-1116	45	29	higher	high	ADJ
ijassa-1116	45	30	frequency	frequency	NOUN
ijassa-1116	45	31	(	(	PUNCT
ijassa-1116	45	32	in	in	ADP
ijassa-1116	45	33	our	our	PRON
ijassa-1116	45	34	case	case	NOUN
ijassa-1116	45	35	–	–	PUNCT
ijassa-1116	45	36	monthly	monthly	ADJ
ijassa-1116	45	37	series	series	NOUN
ijassa-1116	45	38	of	of	ADP
ijassa-1116	45	39	pmi	pmi	PROPN
ijassa-1116	45	40	of	of	ADP
ijassa-1116	45	41	energy	energy	NOUN
ijassa-1116	45	42	commodities	commodity	NOUN
ijassa-1116	45	43	prices	price	NOUN
ijassa-1116	45	44	)	)	PUNCT
ijassa-1116	45	45	;	;	PUNCT
ijassa-1116	45	46	i	i	PRON
ijassa-1116	45	47	m	m	VERB
ijassa-1116	45	48	defines	define	VERB
ijassa-1116	45	49	the	the	DET
ijassa-1116	45	50	number	number	NOUN
ijassa-1116	45	51	of	of	ADP
ijassa-1116	45	52	(	(	PUNCT
ijassa-1116	45	53	)	)	PUNCT
ijassa-1116	45	54	ix	ix	ADP
ijassa-1116	45	55	observations	observation	NOUN
ijassa-1116	45	56	in	in	ADP
ijassa-1116	45	57	one	one	NUM
ijassa-1116	45	58	observation	observation	NOUN
ijassa-1116	45	59	of	of	ADP
ijassa-1116	45	60	dependent	dependent	ADJ
ijassa-1116	45	61	variable	variable	NOUN
ijassa-1116	45	62	(	(	PUNCT
ijassa-1116	45	63	3	3	NUM
ijassa-1116	45	64	months	month	NOUN
ijassa-1116	45	65	in	in	ADP
ijassa-1116	45	66	a	a	DET
ijassa-1116	45	67	quarter	quarter	NOUN
ijassa-1116	45	68	in	in	ADP
ijassa-1116	45	69	our	our	PRON
ijassa-1116	45	70	case	case	NOUN
ijassa-1116	45	71	)	)	PUNCT
ijassa-1116	45	72	.	.	PUNCT
ijassa-1116	46	1	midas	midas	PROPN
ijassa-1116	46	2	models	model	NOUN
ijassa-1116	46	3	also	also	ADV
ijassa-1116	46	4	often	often	ADV
ijassa-1116	46	5	imply	imply	VERB
ijassa-1116	46	6	restrictions	restriction	NOUN
ijassa-1116	46	7	on	on	ADP
ijassa-1116	46	8	(	(	PUNCT
ijassa-1116	46	9	)	)	PUNCT
ijassa-1116	46	10	i	i	PRON
ijassa-1116	46	11	j	j	PROPN
ijassa-1116	46	12	,	,	PUNCT
ijassa-1116	46	13	but	but	CCONJ
ijassa-1116	46	14	in	in	ADP
ijassa-1116	46	15	our	our	PRON
ijassa-1116	46	16	case	case	NOUN
ijassa-1116	46	17	,	,	PUNCT
ijassa-1116	46	18	we	we	PRON
ijassa-1116	46	19	focus	focus	VERB
ijassa-1116	46	20	on	on	ADP
ijassa-1116	46	21	unrestricted	unrestricted	ADJ
ijassa-1116	46	22	midas	midas	PROPN
ijassa-1116	46	23	models	model	NOUN
ijassa-1116	46	24	without	without	ADP
ijassa-1116	46	25	autoregressive	autoregressive	ADJ
ijassa-1116	46	26	component	component	NOUN
ijassa-1116	46	27	.	.	PUNCT
ijassa-1116	47	1	instead	instead	ADV
ijassa-1116	47	2	,	,	PUNCT
ijassa-1116	47	3	we	we	PRON
ijassa-1116	47	4	use	use	VERB
ijassa-1116	47	5	lasso	lasso	NOUN
ijassa-1116	47	6	regularization	regularization	NOUN
ijassa-1116	47	7	so	so	SCONJ
ijassa-1116	47	8	that	that	SCONJ
ijassa-1116	47	9	our	our	PRON
ijassa-1116	47	10	resulting	result	VERB
ijassa-1116	47	11	model	model	NOUN
ijassa-1116	47	12	can	can	AUX
ijassa-1116	47	13	be	be	AUX
ijassa-1116	47	14	written	write	VERB
ijassa-1116	47	15	as	as	ADP
ijassa-1116	47	16	:	:	PUNCT
ijassa-1116	47	17	(	(	PUNCT
ijassa-1116	47	18	)	)	PUNCT
ijassa-1116	47	19	(	(	PUNCT
ijassa-1116	47	20	1	1	NUM
ijassa-1116	47	21	0	0	NUM
ijassa-1116	47	22	)	)	PUNCT
ijassa-1116	47	23	0	0	PUNCT
ijassa-1116	48	1	i	i	PRON
ijassa-1116	48	2	i	i	VERB
ijassa-1116	49	1	k	k	VERB
ijassa-1116	50	1	i	i	PRON
ijassa-1116	51	1	i	i	PRON
ijassa-1116	51	2	t	t	VERB
ijassa-1116	51	3	j	j	PROPN
ijassa-1116	52	1	tm	tm	PROPN
ijassa-1116	52	2	j	j	PROPN
ijassa-1116	52	3	t	t	PROPN
ijassa-1116	53	1	i	i	PRON
ijassa-1116	53	2	j	j	PROPN
ijassa-1116	54	1	m	m	VERB
ijassa-1116	54	2	y	y	VERB
ijassa-1116	54	3	x	x	PUNCT
ijassa-1116	54	4	u	u	PROPN
ijassa-1116	54	5			PROPN
ijassa-1116	54	6			PROPN
ijassa-1116	54	7			NUM
ijassa-1116	55	1			PRON
ijassa-1116	55	2			PROPN
ijassa-1116	55	3			VERB
ijassa-1116	55	4			NOUN
ijassa-1116	55	5	with	with	ADP
ijassa-1116	55	6	target	target	NOUN
ijassa-1116	55	7	function	function	NOUN
ijassa-1116	55	8			NOUN
ijassa-1116	55	9	(	(	PUNCT
ijassa-1116	55	10	)	)	PUNCT
ijassa-1116	55	11	2	2	NUM
ijassa-1116	55	12	(	(	PUNCT
ijassa-1116	55	13	)	)	PUNCT
ijassa-1116	55	14	1	1	NUM
ijassa-1116	55	15	1	1	NUM
ijassa-1116	55	16	0	0	NUM
ijassa-1116	55	17	(	(	PUNCT
ijassa-1116	55	18	)	)	PUNCT
ijassa-1116	55	19	min	min	NOUN
ijassa-1116	56	1	i	i	PRON
ijassa-1116	56	2	i	i	PRON
ijassa-1116	57	1	j	j	PROPN
ijassa-1116	58	1	t	t	PROPN
ijassa-1116	59	1	k	k	PROPN
ijassa-1116	60	1	i	i	PRON
ijassa-1116	60	2	t	t	PROPN
ijassa-1116	61	1	t	t	X
ijassa-1116	62	1	j	j	PROPN
ijassa-1116	62	2	t	t	PROPN
ijassa-1116	63	1	i	i	PRON
ijassa-1116	64	1	j	j	PROPN
ijassa-1116	64	2	m	m	VERB
ijassa-1116	64	3	y	y	PROPN
ijassa-1116	64	4	y	y	PROPN
ijassa-1116	64	5			PROPN
ijassa-1116	64	6			PROPN
ijassa-1116	64	7			PROPN
ijassa-1116	64	8			PROPN
ijassa-1116	64	9			PROPN
ijassa-1116	64	10			PROPN
ijassa-1116	64	11			PROPN
ijassa-1116	64	12			SYM
ijassa-1116	64	13			NOUN
ijassa-1116	64	14			X
ijassa-1116	64	15	.	.	PUNCT
ijassa-1116	65	1	regularization	regularization	NOUN
ijassa-1116	65	2	for	for	ADP
ijassa-1116	65	3	u	u	PROPN
ijassa-1116	65	4	-	-	PROPN
ijassa-1116	65	5	midas	midas	PROPN
ijassa-1116	65	6	models	model	NOUN
ijassa-1116	65	7	can	can	AUX
ijassa-1116	65	8	prevent	prevent	VERB
ijassa-1116	65	9	overfitting	overfitting	NOUN
ijassa-1116	65	10	while	while	SCONJ
ijassa-1116	65	11	allowing	allow	VERB
ijassa-1116	65	12	for	for	ADP
ijassa-1116	65	13	more	more	ADJ
ijassa-1116	65	14	complex	complex	ADJ
ijassa-1116	65	15	dependencies	dependency	NOUN
ijassa-1116	65	16	and	and	CCONJ
ijassa-1116	65	17	yielding	yield	VERB
ijassa-1116	65	18	higher	high	ADJ
ijassa-1116	65	19	forecasting	forecasting	NOUN
ijassa-1116	65	20	accuracy	accuracy	NOUN
ijassa-1116	65	21	(	(	PUNCT
ijassa-1116	65	22	see	see	VERB
ijassa-1116	65	23	[	[	X
ijassa-1116	65	24	19	19	NUM
ijassa-1116	65	25	]	]	NUM
ijassa-1116	65	26	)	)	PUNCT
ijassa-1116	65	27	.	.	PUNCT
ijassa-1116	66	1	mixed	mixed	ADJ
ijassa-1116	66	2	-	-	PUNCT
ijassa-1116	66	3	frequency	frequency	NOUN
ijassa-1116	66	4	bvars	bvar	NOUN
ijassa-1116	66	5	describe	describe	VERB
ijassa-1116	66	6	the	the	DET
ijassa-1116	66	7	joint	joint	ADJ
ijassa-1116	66	8	dynamics	dynamic	NOUN
ijassa-1116	66	9	of	of	ADP
ijassa-1116	66	10	variables	variable	NOUN
ijassa-1116	66	11	of	of	ADP
ijassa-1116	66	12	different	different	ADJ
ijassa-1116	66	13	frequencies	frequency	NOUN
ijassa-1116	66	14	in	in	ADP
ijassa-1116	66	15	a	a	DET
ijassa-1116	66	16	single	single	ADJ
ijassa-1116	66	17	var	var	NOUN
ijassa-1116	66	18	model	model	NOUN
ijassa-1116	66	19	.	.	PUNCT
ijassa-1116	67	1	they	they	PRON
ijassa-1116	67	2	are	be	AUX
ijassa-1116	67	3	widely	widely	ADV
ijassa-1116	67	4	used	use	VERB
ijassa-1116	67	5	in	in	ADP
ijassa-1116	67	6	nowcasting	nowcaste	VERB
ijassa-1116	67	7	literature	literature	NOUN
ijassa-1116	67	8	:	:	PUNCT
ijassa-1116	67	9	see	see	VERB
ijassa-1116	67	10	[	[	X
ijassa-1116	67	11	15	15	NUM
ijassa-1116	67	12	,	,	PUNCT
ijassa-1116	67	13	16	16	NUM
ijassa-1116	67	14	]	]	PUNCT
ijassa-1116	67	15	for	for	ADP
ijassa-1116	67	16	one	one	NUM
ijassa-1116	67	17	of	of	ADP
ijassa-1116	67	18	the	the	DET
ijassa-1116	67	19	first	first	ADJ
ijassa-1116	67	20	applications	application	NOUN
ijassa-1116	67	21	,	,	PUNCT
ijassa-1116	67	22	or	or	CCONJ
ijassa-1116	67	23	more	more	ADV
ijassa-1116	67	24	recent	recent	ADJ
ijassa-1116	67	25	[	[	X
ijassa-1116	67	26	3	3	NUM
ijassa-1116	67	27	]	]	PUNCT
ijassa-1116	67	28	shows	show	VERB
ijassa-1116	67	29	that	that	SCONJ
ijassa-1116	67	30	nowcasting	nowcaste	VERB
ijassa-1116	67	31	performance	performance	NOUN
ijassa-1116	67	32	of	of	ADP
ijassa-1116	67	33	nowcasting	nowcaste	VERB
ijassa-1116	67	34	gdp	gdp	NOUN
ijassa-1116	67	35	of	of	ADP
ijassa-1116	67	36	major	major	ADJ
ijassa-1116	67	37	economies	economy	NOUN
ijassa-1116	67	38	during	during	ADP
ijassa-1116	67	39	the	the	DET
ijassa-1116	67	40	crisis	crisis	NOUN
ijassa-1116	67	41	:	:	PUNCT
ijassa-1116	67	42	does	do	VERB
ijassa-1116	67	43	energy	energy	NOUN
ijassa-1116	67	44	matter	matter	NOUN
ijassa-1116	67	45	?	?	PUNCT
ijassa-1116	68	1	93	93	NUM
ijassa-1116	68	2	copyright	copyright	NOUN
ijassa-1116	68	3	©	©	PROPN
ijassa-1116	68	4	2023	2023	NUM
ijassa-1116	68	5	assa	assa	NOUN
ijassa-1116	68	6	.	.	PUNCT
ijassa-1116	69	1	adv	adv	PROPN
ijassa-1116	69	2	.	.	PUNCT
ijassa-1116	70	1	in	in	ADP
ijassa-1116	70	2	systems	system	NOUN
ijassa-1116	70	3	science	science	NOUN
ijassa-1116	70	4	and	and	CCONJ
ijassa-1116	70	5	appl	appl	NOUN
ijassa-1116	70	6	.	.	PUNCT
ijassa-1116	71	1	(	(	PUNCT
ijassa-1116	71	2	2023	2023	NUM
ijassa-1116	71	3	)	)	PUNCT
ijassa-1116	71	4	mfbvars	mfbvar	NOUN
ijassa-1116	71	5	matches	match	VERB
ijassa-1116	71	6	the	the	DET
ijassa-1116	71	7	performance	performance	NOUN
ijassa-1116	71	8	of	of	ADP
ijassa-1116	71	9	state	state	NOUN
ijassa-1116	71	10	-	-	PUNCT
ijassa-1116	71	11	of	of	ADP
ijassa-1116	71	12	-	-	PUNCT
ijassa-1116	71	13	the	the	DET
ijassa-1116	71	14	-	-	PUNCT
ijassa-1116	71	15	art	art	NOUN
ijassa-1116	71	16	dfm	dfm	NOUN
ijassa-1116	71	17	while	while	SCONJ
ijassa-1116	71	18	having	have	VERB
ijassa-1116	71	19	a	a	DET
ijassa-1116	71	20	more	more	ADV
ijassa-1116	71	21	general	general	ADJ
ijassa-1116	71	22	structure	structure	NOUN
ijassa-1116	71	23	and	and	CCONJ
ijassa-1116	71	24	allowing	allow	VERB
ijassa-1116	71	25	for	for	ADP
ijassa-1116	71	26	a	a	DET
ijassa-1116	71	27	greater	great	ADJ
ijassa-1116	71	28	flexibility	flexibility	NOUN
ijassa-1116	71	29	.	.	PUNCT
ijassa-1116	72	1	mfbvar	mfbvar	NOUN
ijassa-1116	72	2	assumes	assume	VERB
ijassa-1116	72	3	that	that	SCONJ
ijassa-1116	72	4	all	all	DET
ijassa-1116	72	5	the	the	DET
ijassa-1116	72	6	processes	process	NOUN
ijassa-1116	72	7	(	(	PUNCT
ijassa-1116	72	8	of	of	ADP
ijassa-1116	72	9	different	different	ADJ
ijassa-1116	72	10	observed	observed	ADJ
ijassa-1116	72	11	frequencies	frequency	NOUN
ijassa-1116	72	12	)	)	PUNCT
ijassa-1116	72	13	evolve	evolve	VERB
ijassa-1116	72	14	at	at	ADP
ijassa-1116	72	15	higher	high	ADJ
ijassa-1116	72	16	frequency	frequency	NOUN
ijassa-1116	72	17	(	(	PUNCT
ijassa-1116	72	18	monthly	monthly	ADV
ijassa-1116	72	19	in	in	ADP
ijassa-1116	72	20	our	our	PRON
ijassa-1116	72	21	case	case	NOUN
ijassa-1116	72	22	)	)	PUNCT
ijassa-1116	72	23	,	,	PUNCT
ijassa-1116	72	24	but	but	CCONJ
ijassa-1116	72	25	are	be	AUX
ijassa-1116	72	26	observed	observe	VERB
ijassa-1116	72	27	at	at	ADP
ijassa-1116	72	28	lower	low	ADJ
ijassa-1116	72	29	frequency	frequency	NOUN
ijassa-1116	72	30	.	.	PUNCT
ijassa-1116	73	1	for	for	ADP
ijassa-1116	73	2	the	the	DET
ijassa-1116	73	3	variables	variable	NOUN
ijassa-1116	73	4	observed	observe	VERB
ijassa-1116	73	5	in	in	ADP
ijassa-1116	73	6	a	a	DET
ijassa-1116	73	7	lower	low	ADJ
ijassa-1116	73	8	frequency	frequency	NOUN
ijassa-1116	73	9	we	we	PRON
ijassa-1116	73	10	assume	assume	VERB
ijassa-1116	73	11	that	that	SCONJ
ijassa-1116	73	12	observed	observe	VERB
ijassa-1116	73	13	values	value	NOUN
ijassa-1116	73	14	,	,	PUNCT
ijassa-1116	73	15	q	q	PUNCT
ijassa-1116	73	16	ty	ty	PRON
ijassa-1116	73	17	are	be	AUX
ijassa-1116	73	18	obtained	obtain	VERB
ijassa-1116	73	19	from	from	ADP
ijassa-1116	73	20	the	the	DET
ijassa-1116	73	21	original	original	ADJ
ijassa-1116	73	22	monthly	monthly	ADJ
ijassa-1116	73	23	process	process	NOUN
ijassa-1116	73	24	,	,	PUNCT
ijassa-1116	73	25	q	q	PROPN
ijassa-1116	73	26	tx	tx	PROPN
ijassa-1116	73	27	with	with	ADP
ijassa-1116	73	28	intra	intra	ADJ
ijassa-1116	73	29	-	-	ADJ
ijassa-1116	73	30	quarterly	quarterly	ADJ
ijassa-1116	73	31	averaging	averaging	NOUN
ijassa-1116	73	32	(	(	PUNCT
ijassa-1116	73	33	here	here	ADV
ijassa-1116	73	34	and	and	CCONJ
ijassa-1116	73	35	further	far	ADV
ijassa-1116	73	36	when	when	SCONJ
ijassa-1116	73	37	describing	describe	VERB
ijassa-1116	73	38	mfbvar	mfbvar	NOUN
ijassa-1116	73	39	model	model	NOUN
ijassa-1116	73	40	we	we	PRON
ijassa-1116	73	41	follow	follow	VERB
ijassa-1116	73	42	the	the	DET
ijassa-1116	73	43	notation	notation	NOUN
ijassa-1116	73	44	of	of	ADP
ijassa-1116	73	45	[	[	X
ijassa-1116	73	46	1	1	NUM
ijassa-1116	73	47	]	]	NUM
ijassa-1116	73	48	)	)	PUNCT
ijassa-1116	73	49	,	,	PUNCT
ijassa-1116	73	50	,	,	PUNCT
ijassa-1116	73	51	1	1	NUM
ijassa-1116	73	52	,	,	PUNCT
ijassa-1116	73	53	2	2	NUM
ijassa-1116	73	54	,	,	PUNCT
ijassa-1116	73	55	1	1	NUM
ijassa-1116	73	56	(	(	PUNCT
ijassa-1116	73	57	)	)	PUNCT
ijassa-1116	73	58	,	,	PUNCT
ijassa-1116	73	59	{	{	PUNCT
ijassa-1116	73	60	,	,	PUNCT
ijassa-1116	73	61	,	,	PUNCT
ijassa-1116	73	62	,	,	PUNCT
ijassa-1116	73	63	}	}	PUNCT
ijassa-1116	73	64	3	3	NUM
ijassa-1116	73	65	,	,	PUNCT
ijassa-1116	74	1	q	q	PROPN
ijassa-1116	75	1	t	t	PROPN
ijassa-1116	75	2	q	q	PROPN
ijassa-1116	75	3	t	t	PROPN
ijassa-1116	75	4	q	q	PROPN
ijassa-1116	75	5	t	t	PROPN
ijassa-1116	75	6	q	q	PROPN
ijassa-1116	75	7	t	t	PROPN
ijassa-1116	75	8	x	x	PUNCT
ijassa-1116	75	9	x	x	PUNCT
ijassa-1116	75	10	x	x	SYM
ijassa-1116	75	11	t	t	PROPN
ijassa-1116	75	12	march	march	PROPN
ijassa-1116	75	13	june	june	PROPN
ijassa-1116	75	14	september	september	PROPN
ijassa-1116	75	15	december	december	PROPN
ijassa-1116	75	16	y	y	PROPN
ijassa-1116	75	17	else	else	ADV
ijassa-1116	75	18			PROPN
ijassa-1116	75	19			PROPN
ijassa-1116	75	20			ADP
ijassa-1116	75	21			PROPN
ijassa-1116	75	22			X
ijassa-1116	75	23			PUNCT
ijassa-1116	75	24			NUM
ijassa-1116	75	25			NOUN
ijassa-1116	75	26	the	the	DET
ijassa-1116	75	27	same	same	ADJ
ijassa-1116	75	28	scheme	scheme	NOUN
ijassa-1116	75	29	is	be	AUX
ijassa-1116	75	30	used	use	VERB
ijassa-1116	75	31	in	in	ADP
ijassa-1116	75	32	[	[	X
ijassa-1116	75	33	16	16	NUM
ijassa-1116	75	34	]	]	PUNCT
ijassa-1116	75	35	for	for	ADP
ijassa-1116	75	36	a	a	DET
ijassa-1116	75	37	very	very	ADV
ijassa-1116	75	38	similar	similar	ADJ
ijassa-1116	75	39	task	task	NOUN
ijassa-1116	75	40	of	of	ADP
ijassa-1116	75	41	short	short	ADJ
ijassa-1116	75	42	-	-	PUNCT
ijassa-1116	75	43	term	term	NOUN
ijassa-1116	75	44	forecasting	forecasting	NOUN
ijassa-1116	75	45	of	of	ADP
ijassa-1116	75	46	macroeconomic	macroeconomic	ADJ
ijassa-1116	75	47	variables	variable	NOUN
ijassa-1116	75	48	,	,	PUNCT
ijassa-1116	75	49	including	include	VERB
ijassa-1116	75	50	gdp	gdp	NOUN
ijassa-1116	75	51	.	.	PROPN
ijassa-1116	76	1	for	for	ADP
ijassa-1116	76	2	the	the	DET
ijassa-1116	76	3	tx	tx	PROPN
ijassa-1116	76	4	vector	vector	NOUN
ijassa-1116	76	5	process	process	NOUN
ijassa-1116	76	6	we	we	PRON
ijassa-1116	76	7	assume	assume	VERB
ijassa-1116	76	8	a	a	DET
ijassa-1116	76	9	standard	standard	ADJ
ijassa-1116	76	10	var(p	var(p	NOUN
ijassa-1116	76	11	)	)	PUNCT
ijassa-1116	76	12	model	model	NOUN
ijassa-1116	76	13	1	1	NUM
ijassa-1116	76	14	1	1	NUM
ijassa-1116	76	15	,	,	PUNCT
ijassa-1116	76	16	~	~	PUNCT
ijassa-1116	76	17	n(0	n(0	PROPN
ijassa-1116	76	18	,	,	PUNCT
ijassa-1116	76	19	)	)	PUNCT
ijassa-1116	77	1	t	t	PROPN
ijassa-1116	77	2	t	t	PROPN
ijassa-1116	77	3	p	p	X
ijassa-1116	77	4	t	t	PROPN
ijassa-1116	77	5	p	p	PROPN
ijassa-1116	77	6	t	t	PROPN
ijassa-1116	77	7	tx	tx	PROPN
ijassa-1116	77	8	x	x	PUNCT
ijassa-1116	78	1	x	x	PROPN
ijassa-1116	78	2			PROPN
ijassa-1116	78	3			PROPN
ijassa-1116	78	4			PROPN
ijassa-1116	78	5			X
ijassa-1116	78	6			PROPN
ijassa-1116	78	7			PROPN
ijassa-1116	78	8			NOUN
ijassa-1116	78	9	т	т	PROPN
ijassa-1116	78	10	т	т	PROPN
ijassa-1116	78	11	,	,	PUNCT
ijassa-1116	78	12	where	where	SCONJ
ijassa-1116	78	13	1	1	NUM
ijassa-1116	78	14	,	,	PUNCT
ijassa-1116	78	15	...	...	PUNCT
ijassa-1116	78	16	,	,	PUNCT
ijassa-1116	78	17	p	p	ADJ
ijassa-1116	78	18			PROPN
ijassa-1116	78	19	are	be	AUX
ijassa-1116	78	20	coefficient	coefficient	NOUN
ijassa-1116	78	21	matrices	matrix	NOUN
ijassa-1116	78	22	.	.	PUNCT
ijassa-1116	79	1	by	by	ADP
ijassa-1116	79	2	combining	combine	VERB
ijassa-1116	79	3	,	,	PUNCT
ijassa-1116	79	4	...	...	PUNCT
ijassa-1116	79	5	,	,	PUNCT
ijassa-1116	79	6	t	t	PROPN
ijassa-1116	79	7	t	t	X
ijassa-1116	79	8	px	px	X
ijassa-1116	79	9	x	x	PUNCT
ijassa-1116	79	10			VERB
ijassa-1116	79	11	into	into	ADP
ijassa-1116	79	12	a	a	DET
ijassa-1116	79	13	single	single	ADJ
ijassa-1116	79	14	vector	vector	NOUN
ijassa-1116	79	15	tz	tz	NOUN
ijassa-1116	79	16	,	,	PUNCT
ijassa-1116	79	17	we	we	PRON
ijassa-1116	79	18	can	can	AUX
ijassa-1116	79	19	get	get	VERB
ijassa-1116	79	20	a	a	DET
ijassa-1116	79	21	companion	companion	NOUN
ijassa-1116	79	22	form	form	NOUN
ijassa-1116	79	23	of	of	ADP
ijassa-1116	79	24	var(p	var(p	NOUN
ijassa-1116	79	25	)	)	PUNCT
ijassa-1116	79	26	model	model	NOUN
ijassa-1116	79	27	1	1	NUM
ijassa-1116	79	28	,	,	PUNCT
ijassa-1116	79	29	~	~	PUNCT
ijassa-1116	79	30	n(0	n(0	PROPN
ijassa-1116	79	31	,	,	PUNCT
ijassa-1116	79	32	)	)	PUNCT
ijassa-1116	79	33	t	t	PROPN
ijassa-1116	79	34	t	t	PROPN
ijassa-1116	79	35	t	t	PROPN
ijassa-1116	79	36	tz	tz	PROPN
ijassa-1116	79	37	z	z	PROPN
ijassa-1116	79	38	u	u	NOUN
ijassa-1116	79	39	u	u	NOUN
ijassa-1116	79	40			PROPN
ijassa-1116	79	41			PROPN
ijassa-1116	79	42			ADJ
ijassa-1116	79	43			PROPN
ijassa-1116	79	44	.	.	PUNCT
ijassa-1116	80	1	the	the	DET
ijassa-1116	80	2	observation	observation	NOUN
ijassa-1116	80	3	equation	equation	NOUN
ijassa-1116	80	4	for	for	ADP
ijassa-1116	80	5	the	the	DET
ijassa-1116	80	6	original	original	ADJ
ijassa-1116	80	7	ty	ty	NOUN
ijassa-1116	80	8	process	process	NOUN
ijassa-1116	80	9	is	be	AUX
ijassa-1116	80	10	t	t	PROPN
ijassa-1116	80	11	t	t	NOUN
ijassa-1116	81	1	ty	ty	NOUN
ijassa-1116	81	2	m	m	PROPN
ijassa-1116	81	3	z	z	NOUN
ijassa-1116	81	4			NOUN
ijassa-1116	81	5	,	,	PUNCT
ijassa-1116	81	6	where	where	SCONJ
ijassa-1116	81	7	tm	tm	PROPN
ijassa-1116	81	8	is	be	AUX
ijassa-1116	81	9	a	a	DET
ijassa-1116	81	10	selection	selection	NOUN
ijassa-1116	81	11	matrix	matrix	NOUN
ijassa-1116	81	12	(	(	PUNCT
ijassa-1116	81	13	that	that	PRON
ijassa-1116	81	14	determines	determine	VERB
ijassa-1116	81	15	at	at	ADP
ijassa-1116	81	16	which	which	PRON
ijassa-1116	81	17	periods	period	VERB
ijassa-1116	81	18	quarterly	quarterly	ADJ
ijassa-1116	81	19	indicators	indicator	NOUN
ijassa-1116	81	20	are	be	AUX
ijassa-1116	81	21	observed	observe	VERB
ijassa-1116	81	22	)	)	PUNCT
ijassa-1116	81	23	,	,	PUNCT
ijassa-1116	81	24			NOUN
ijassa-1116	81	25	is	be	AUX
ijassa-1116	81	26	an	an	DET
ijassa-1116	81	27	aggregation	aggregation	NOUN
ijassa-1116	81	28	matrix	matrix	NOUN
ijassa-1116	81	29	based	base	VERB
ijassa-1116	81	30	on	on	ADP
ijassa-1116	81	31	weighting	weight	VERB
ijassa-1116	81	32	scheme	scheme	NOUN
ijassa-1116	81	33	employed	employ	VERB
ijassa-1116	81	34	(	(	PUNCT
ijassa-1116	81	35	intra	intra	ADJ
ijassa-1116	81	36	-	-	ADJ
ijassa-1116	81	37	quarterly	quarterly	ADJ
ijassa-1116	81	38	averaging	averaging	NOUN
ijassa-1116	81	39	in	in	ADP
ijassa-1116	81	40	our	our	PRON
ijassa-1116	81	41	case	case	NOUN
ijassa-1116	81	42	)	)	PUNCT
ijassa-1116	81	43	.	.	PUNCT
ijassa-1116	82	1	both	both	DET
ijassa-1116	82	2	these	these	DET
ijassa-1116	82	3	matrices	matrix	NOUN
ijassa-1116	82	4	are	be	AUX
ijassa-1116	82	5	known	know	VERB
ijassa-1116	82	6	and	and	CCONJ
ijassa-1116	82	7	determined	determine	VERB
ijassa-1116	82	8	by	by	ADP
ijassa-1116	82	9	the	the	DET
ijassa-1116	82	10	data	datum	NOUN
ijassa-1116	82	11	structure	structure	NOUN
ijassa-1116	82	12	and	and	CCONJ
ijassa-1116	82	13	assumptions	assumption	NOUN
ijassa-1116	82	14	made	make	VERB
ijassa-1116	82	15	.	.	PUNCT
ijassa-1116	83	1			NOUN
ijassa-1116	83	2	and	and	CCONJ
ijassa-1116	83	3			PROPN
ijassa-1116	83	4	are	be	AUX
ijassa-1116	83	5	coefficients	coefficient	NOUN
ijassa-1116	83	6	of	of	ADP
ijassa-1116	83	7	companion	companion	NOUN
ijassa-1116	83	8	form	form	NOUN
ijassa-1116	83	9	var	var	NOUN
ijassa-1116	83	10	model	model	NOUN
ijassa-1116	83	11	.	.	PUNCT
ijassa-1116	84	1	we	we	PRON
ijassa-1116	84	2	also	also	ADV
ijassa-1116	84	3	utilize	utilize	VERB
ijassa-1116	84	4	a	a	DET
ijassa-1116	84	5	minnesota	minnesota	NOUN
ijassa-1116	84	6	-	-	PUNCT
ijassa-1116	84	7	style	style	NOUN
ijassa-1116	84	8	prior	prior	ADV
ijassa-1116	84	9	which	which	PRON
ijassa-1116	84	10	assumes	assume	VERB
ijassa-1116	84	11	for	for	ADP
ijassa-1116	84	12	a	a	DET
ijassa-1116	84	13	model	model	NOUN
ijassa-1116	84	14	written	write	VERB
ijassa-1116	84	15	in	in	ADP
ijassa-1116	84	16	matrix	matrix	NOUN
ijassa-1116	84	17	form	form	NOUN
ijassa-1116	84	18	x	x	SYM
ijassa-1116	84	19	w	w	ADP
ijassa-1116	84	20	e	e	ADV
ijassa-1116	84	21			X
ijassa-1116	84	22	,	,	PUNCT
ijassa-1116	84	23	where	where	SCONJ
ijassa-1116	84	24	1	1	NUM
ijassa-1116	84	25	(	(	PUNCT
ijassa-1116	84	26	,	,	PUNCT
ijassa-1116	84	27	,	,	PUNCT
ijassa-1116	84	28	)	)	PUNCT
ijassa-1116	84	29	tw	tw	PROPN
ijassa-1116	84	30	w	w	NOUN
ijassa-1116	84	31	w	w	NOUN
ijassa-1116	84	32			NOUN
ijassa-1116	84	33	•	•	INTJ
ijassa-1116	84	34	,	,	PUNCT
ijassa-1116	84	35	1	1	NUM
ijassa-1116	84	36	(	(	PUNCT
ijassa-1116	84	37	,	,	PUNCT
ijassa-1116	84	38	,	,	PUNCT
ijassa-1116	84	39	,	,	PUNCT
ijassa-1116	84	40	1)t	1)t	PROPN
ijassa-1116	84	41	t	t	PROPN
ijassa-1116	84	42	t	t	X
ijassa-1116	84	43	pw	pw	PROPN
ijassa-1116	84	44	x	x	SYM
ijassa-1116	84	45	x	x	PROPN
ijassa-1116	84	46			PROPN
ijassa-1116	84	47	•	•	PUNCT
ijassa-1116	84	48	•	•	NUM
ijassa-1116	84	49	•	•	NOUN
ijassa-1116	84	50	,	,	PUNCT
ijassa-1116	84	51			VERB
ijassa-1116	84	52	is	be	AUX
ijassa-1116	84	53	the	the	DET
ijassa-1116	84	54	coefficients	coefficient	NOUN
ijassa-1116	84	55	matrix	matrix	NOUN
ijassa-1116	84	56	and	and	CCONJ
ijassa-1116	84	57	e	e	NOUN
ijassa-1116	84	58	errors	error	NOUN
ijassa-1116	84	59	such	such	ADJ
ijassa-1116	84	60	that	that	PRON
ijassa-1116	84	61	vec	vec	PROPN
ijassa-1116	84	62	(	(	PUNCT
ijassa-1116	84	63	)	)	PUNCT
ijassa-1116	84	64	|	|	NOUN
ijassa-1116	84	65	~	~	PUNCT
ijassa-1116	84	66	n(vec	n(vec	PROPN
ijassa-1116	84	67	(	(	PUNCT
ijassa-1116	84	68	)	)	PUNCT
ijassa-1116	84	69	,	,	PUNCT
ijassa-1116	84	70	)	)	PUNCT
ijassa-1116	85	1			VERB
ijassa-1116	85	2			NOUN
ijassa-1116	85	3			PUNCT
ijassa-1116	85	4			PROPN
ijassa-1116	85	5	,	,	PUNCT
ijassa-1116	85	6			PROPN
ijassa-1116	86	1			PUNCT
ijassa-1116	86	2	[	[	X
ijassa-1116	86	3	(	(	PUNCT
ijassa-1116	86	4	1	1	NUM
ijassa-1116	86	5	)	)	PUNCT
ijassa-1116	86	6	1	1	NUM
ijassa-1116	86	7	]	]	SYM
ijassa-1116	86	8	(	(	PUNCT
ijassa-1116	86	9	)	)	PUNCT
ijassa-1116	86	10	diag	diag	NOUN
ijassa-1116	86	11	(	(	PUNCT
ijassa-1116	86	12	)	)	PUNCT
ijassa-1116	86	13	0n	0n	NOUN
ijassa-1116	86	14	p	p	VERB
ijassa-1116	86	15			PUNCT
ijassa-1116	86	16			PROPN
ijassa-1116	86	17			PROPN
ijassa-1116	86	18			NUM
ijassa-1116	86	19	•	•	NOUN
ijassa-1116	86	20	,	,	PUNCT
ijassa-1116	86	21	3	3	NUM
ijassa-1116	86	22	2	2	NUM
ijassa-1116	86	23	1	1	NUM
ijassa-1116	86	24	2	2	NUM
ijassa-1116	86	25	2	2	NUM
ijassa-1116	86	26	4	4	NUM
ijassa-1116	86	27	,	,	PUNCT
ijassa-1116	86	28	lag	lag	NOUN
ijassa-1116	86	29	l	l	NOUN
ijassa-1116	86	30	of	of	ADP
ijassa-1116	86	31	variable	variable	ADJ
ijassa-1116	86	32	r	r	NOUN
ijassa-1116	86	33	,	,	PUNCT
ijassa-1116	86	34	i	i	PRON
ijassa-1116	86	35	=(	=(	VERB
ijassa-1116	86	36	l-1)n+r	l-1)n+r	PROPN
ijassa-1116	86	37	(	(	PUNCT
ijassa-1116	86	38	)	)	PUNCT
ijassa-1116	86	39	,	,	PUNCT
ijassa-1116	86	40	1	1	NUM
ijassa-1116	86	41	ri	ri	NOUN
ijassa-1116	86	42	l	l	NOUN
ijassa-1116	86	43	s	s	X
ijassa-1116	86	44	i	i	PRON
ijassa-1116	86	45	np	np	PROPN
ijassa-1116	86	46			ADJ
ijassa-1116	86	47			ADJ
ijassa-1116	86	48			NOUN
ijassa-1116	86	49			X
ijassa-1116	86	50			ADP
ijassa-1116	86	51			PROPN
ijassa-1116	86	52			NUM
ijassa-1116	86	53			NUM
ijassa-1116	86	54			ADJ
ijassa-1116	86	55			NOUN
ijassa-1116	86	56	,	,	PUNCT
ijassa-1116	86	57	where	where	SCONJ
ijassa-1116	86	58	,	,	PUNCT
ijassa-1116	86	59			VERB
ijassa-1116	86	60			NOUN
ijassa-1116	86	61	parameters	parameter	NOUN
ijassa-1116	86	62	are	be	AUX
ijassa-1116	86	63	prior	prior	ADJ
ijassa-1116	86	64	beliefs	belief	NOUN
ijassa-1116	86	65	specified	specify	VERB
ijassa-1116	86	66	by	by	ADP
ijassa-1116	86	67	the	the	DET
ijassa-1116	86	68	researcher	researcher	NOUN
ijassa-1116	86	69	,	,	PUNCT
ijassa-1116	86	70	i	i	PROPN
ijassa-1116	86	71	are	be	AUX
ijassa-1116	86	72	diagonal	diagonal	ADJ
ijassa-1116	86	73	elements	element	NOUN
ijassa-1116	86	74	of	of	ADP
ijassa-1116	86	75			NOUN
ijassa-1116	86	76	,	,	PUNCT
ijassa-1116	86	77	all	all	DET
ijassa-1116	86	78			ADJ
ijassa-1116	86	79	parameters	parameter	NOUN
ijassa-1116	86	80	control	control	VERB
ijassa-1116	86	81	the	the	DET
ijassa-1116	86	82	“	"	PUNCT
ijassa-1116	86	83	tightness	tightness	NOUN
ijassa-1116	86	84	”	"	PUNCT
ijassa-1116	86	85	of	of	ADP
ijassa-1116	86	86	the	the	DET
ijassa-1116	86	87	prior	prior	NOUN
ijassa-1116	86	88	and	and	CCONJ
ijassa-1116	86	89	are	be	AUX
ijassa-1116	86	90	tuned	tune	VERB
ijassa-1116	86	91	when	when	SCONJ
ijassa-1116	86	92	estimating	estimate	VERB
ijassa-1116	86	93	a	a	DET
ijassa-1116	86	94	mfbvar	mfbvar	NOUN
ijassa-1116	86	95	model	model	NOUN
ijassa-1116	86	96	,	,	PUNCT
ijassa-1116	86	97	2	2	NUM
ijassa-1116	86	98	is	be	AUX
ijassa-1116	86	99	are	be	AUX
ijassa-1116	86	100	the	the	DET
ijassa-1116	86	101	residual	residual	ADJ
ijassa-1116	86	102	variances	variance	NOUN
ijassa-1116	86	103	from	from	ADP
ijassa-1116	86	104	auxiliary	auxiliary	ADJ
ijassa-1116	86	105	ar(4	ar(4	PROPN
ijassa-1116	86	106	)	)	PUNCT
ijassa-1116	86	107	models	model	NOUN
ijassa-1116	86	108	.	.	PUNCT
ijassa-1116	87	1	in	in	ADP
ijassa-1116	87	2	our	our	PRON
ijassa-1116	87	3	case	case	NOUN
ijassa-1116	87	4	,	,	PUNCT
ijassa-1116	87	5	we	we	PRON
ijassa-1116	87	6	utilize	utilize	VERB
ijassa-1116	87	7	widely	widely	ADV
ijassa-1116	87	8	-	-	PUNCT
ijassa-1116	87	9	used	use	VERB
ijassa-1116	87	10	minnesota	minnesota	NOUN
ijassa-1116	87	11	-	-	PUNCT
ijassa-1116	87	12	style	style	NOUN
ijassa-1116	87	13	prior	prior	ADV
ijassa-1116	87	14	,	,	PUNCT
ijassa-1116	87	15	where	where	SCONJ
ijassa-1116	87	16	prior	prior	ADJ
ijassa-1116	87	17	means	mean	VERB
ijassa-1116	87	18	for	for	SCONJ
ijassa-1116	87	19	all	all	DET
ijassa-1116	87	20	the	the	DET
ijassa-1116	87	21	parameters	parameter	NOUN
ijassa-1116	87	22	except	except	SCONJ
ijassa-1116	87	23	ar(1	ar(1	PROPN
ijassa-1116	87	24	)	)	PUNCT
ijassa-1116	87	25	parameters	parameter	NOUN
ijassa-1116	87	26	are	be	AUX
ijassa-1116	87	27	chosen	choose	VERB
ijassa-1116	87	28	to	to	PART
ijassa-1116	87	29	be	be	AUX
ijassa-1116	87	30	0	0	NUM
ijassa-1116	87	31	and	and	CCONJ
ijassa-1116	87	32	prior	prior	ADJ
ijassa-1116	87	33	means	mean	NOUN
ijassa-1116	87	34	for	for	ADP
ijassa-1116	87	35	ar(1	ar(1	NOUN
ijassa-1116	87	36	)	)	PUNCT
ijassa-1116	87	37	parameters	parameter	NOUN
ijassa-1116	87	38	are	be	AUX
ijassa-1116	87	39			NUM
ijassa-1116	87	40	.	.	PUNCT
ijassa-1116	88	1	hence	hence	ADV
ijassa-1116	88	2	,	,	PUNCT
ijassa-1116	88	3	we	we	PRON
ijassa-1116	88	4	imply	imply	VERB
ijassa-1116	88	5	that	that	SCONJ
ijassa-1116	88	6	processes	process	VERB
ijassa-1116	88	7	for	for	ADP
ijassa-1116	88	8	all	all	DET
ijassa-1116	88	9	the	the	DET
ijassa-1116	88	10	series	series	NOUN
ijassa-1116	88	11	analyzed	analyze	VERB
ijassa-1116	88	12	are	be	AUX
ijassa-1116	88	13	ar(1	ar(1	NOUN
ijassa-1116	88	14	)	)	PUNCT
ijassa-1116	88	15	processes	process	NOUN
ijassa-1116	88	16	until	until	SCONJ
ijassa-1116	88	17	the	the	DET
ijassa-1116	88	18	evidence	evidence	NOUN
ijassa-1116	88	19	(	(	PUNCT
ijassa-1116	88	20	taken	take	VERB
ijassa-1116	88	21	from	from	ADP
ijassa-1116	88	22	the	the	DET
ijassa-1116	88	23	data	datum	NOUN
ijassa-1116	88	24	)	)	PUNCT
ijassa-1116	88	25	is	be	AUX
ijassa-1116	88	26	enough	enough	ADJ
ijassa-1116	88	27	for	for	ADP
ijassa-1116	88	28	the	the	DET
ijassa-1116	88	29	estimation	estimation	NOUN
ijassa-1116	88	30	procedure	procedure	NOUN
ijassa-1116	88	31	to	to	PART
ijassa-1116	88	32	make	make	VERB
ijassa-1116	88	33	the	the	DET
ijassa-1116	88	34	model	model	NOUN
ijassa-1116	88	35	more	more	ADV
ijassa-1116	88	36	complex	complex	ADJ
ijassa-1116	88	37	.	.	PUNCT
ijassa-1116	89	1	priors	prior	NOUN
ijassa-1116	89	2	for	for	ADP
ijassa-1116	89	3			NUM
ijassa-1116	89	4	in	in	ADP
ijassa-1116	89	5	our	our	PRON
ijassa-1116	89	6	case	case	NOUN
ijassa-1116	89	7	are	be	AUX
ijassa-1116	89	8	taken	take	VERB
ijassa-1116	89	9	to	to	PART
ijassa-1116	89	10	be	be	AUX
ijassa-1116	89	11	0	0	NUM
ijassa-1116	89	12	in	in	ADP
ijassa-1116	89	13	order	order	NOUN
ijassa-1116	89	14	not	not	PART
ijassa-1116	89	15	to	to	PART
ijassa-1116	89	16	restrict	restrict	VERB
ijassa-1116	89	17	them	they	PRON
ijassa-1116	89	18	to	to	ADP
ijassa-1116	89	19	any	any	DET
ijassa-1116	89	20	given	give	VERB
ijassa-1116	89	21	value	value	NOUN
ijassa-1116	89	22	because	because	SCONJ
ijassa-1116	89	23	our	our	PRON
ijassa-1116	89	24	target	target	NOUN
ijassa-1116	89	25	variable	variable	NOUN
ijassa-1116	89	26	(	(	PUNCT
ijassa-1116	89	27	gdp	gdp	NOUN
ijassa-1116	89	28	growth	growth	NOUN
ijassa-1116	89	29	rate	rate	NOUN
ijassa-1116	89	30	)	)	PUNCT
ijassa-1116	89	31	is	be	AUX
ijassa-1116	89	32	stationary	stationary	ADJ
ijassa-1116	89	33	.	.	PUNCT
ijassa-1116	90	1	another	another	DET
ijassa-1116	90	2	popular	popular	ADJ
ijassa-1116	90	3	choice	choice	NOUN
ijassa-1116	90	4	1	1	NUM
ijassa-1116	90	5			NOUN
ijassa-1116	90	6	is	be	AUX
ijassa-1116	90	7	usually	usually	ADV
ijassa-1116	90	8	applied	apply	VERB
ijassa-1116	90	9	in	in	ADP
ijassa-1116	90	10	non	non	ADJ
ijassa-1116	90	11	-	-	ADJ
ijassa-1116	90	12	stationary	stationary	ADJ
ijassa-1116	90	13	dependent	dependent	ADJ
ijassa-1116	90	14	variable	variable	ADJ
ijassa-1116	90	15	cases	case	NOUN
ijassa-1116	90	16	.	.	PUNCT
ijassa-1116	91	1	for	for	ADP
ijassa-1116	91	2	the	the	DET
ijassa-1116	91	3	error	error	NOUN
ijassa-1116	91	4	covariance	covariance	NOUN
ijassa-1116	91	5	matrix	matrix	NOUN
ijassa-1116	91	6	we	we	PRON
ijassa-1116	91	7	assume	assume	VERB
ijassa-1116	91	8	the	the	DET
ijassa-1116	91	9	quite	quite	ADV
ijassa-1116	91	10	common	common	ADJ
ijassa-1116	91	11	inverse	inverse	NOUN
ijassa-1116	91	12	wishart	wishart	NOUN
ijassa-1116	91	13	prior	prior	ADV
ijassa-1116	91	14	:	:	PUNCT
ijassa-1116	91	15	94	94	NUM
ijassa-1116	91	16	i.	i.	PROPN
ijassa-1116	91	17	kopytin	kopytin	PROPN
ijassa-1116	91	18	,	,	PUNCT
ijassa-1116	91	19	n.	n.	NOUN
ijassa-1116	91	20	pilnik	pilnik	NOUN
ijassa-1116	91	21	,	,	PUNCT
ijassa-1116	91	22	i.	i.	PROPN
ijassa-1116	91	23	stankevich	stankevich	PROPN
ijassa-1116	91	24	copyright	copyright	NOUN
ijassa-1116	91	25	©	©	PROPN
ijassa-1116	91	26	2023	2023	NUM
ijassa-1116	91	27	assa	assa	PROPN
ijassa-1116	91	28	adv	adv	PROPN
ijassa-1116	91	29	.	.	PUNCT
ijassa-1116	92	1	in	in	ADP
ijassa-1116	92	2	systems	system	NOUN
ijassa-1116	92	3	science	science	NOUN
ijassa-1116	92	4	and	and	CCONJ
ijassa-1116	92	5	appl	appl	NOUN
ijassa-1116	92	6	.	.	PUNCT
ijassa-1116	93	1	(	(	PUNCT
ijassa-1116	93	2	2023	2023	NUM
ijassa-1116	93	3	)	)	PUNCT
ijassa-1116	93	4	2	2	NUM
ijassa-1116	93	5	2	2	NUM
ijassa-1116	93	6	1	1	NUM
ijassa-1116	93	7	~	~	PUNCT
ijassa-1116	93	8	(	(	PUNCT
ijassa-1116	93	9	,	,	PUNCT
ijassa-1116	93	10	)	)	PUNCT
ijassa-1116	93	11	(	(	PUNCT
ijassa-1116	93	12	1	1	X
ijassa-1116	93	13	)	)	PUNCT
ijassa-1116	93	14	(	(	PUNCT
ijassa-1116	93	15	,	,	PUNCT
ijassa-1116	93	16	...	...	PUNCT
ijassa-1116	93	17	,	,	PUNCT
ijassa-1116	93	18	)	)	PUNCT
ijassa-1116	93	19	2	2	NUM
ijassa-1116	93	20	n	n	NUM
ijassa-1116	93	21	iw	iw	PRON
ijassa-1116	93	22	s	s	NOUN
ijassa-1116	93	23	s	s	NOUN
ijassa-1116	93	24	n	n	PRON
ijassa-1116	93	25	diag	diag	NOUN
ijassa-1116	93	26	s	s	PART
ijassa-1116	93	27	s	s	NOUN
ijassa-1116	93	28	n	n	ADV
ijassa-1116	93	29			ADV
ijassa-1116	93	30			ADJ
ijassa-1116	93	31			NOUN
ijassa-1116	93	32			PROPN
ijassa-1116	93	33			PROPN
ijassa-1116	93	34			PROPN
ijassa-1116	93	35			PROPN
ijassa-1116	93	36			PRON
ijassa-1116	93	37			PUNCT
ijassa-1116	93	38	where	where	SCONJ
ijassa-1116	93	39	2	2	NUM
ijassa-1116	93	40	is	be	AUX
ijassa-1116	93	41	are	be	AUX
ijassa-1116	93	42	the	the	DET
ijassa-1116	93	43	residual	residual	ADJ
ijassa-1116	93	44	variances	variance	NOUN
ijassa-1116	93	45	from	from	ADP
ijassa-1116	93	46	auxiliary	auxiliary	ADJ
ijassa-1116	93	47	ar(4	ar(4	PROPN
ijassa-1116	93	48	)	)	PUNCT
ijassa-1116	93	49	models	model	NOUN
ijassa-1116	93	50	.	.	PUNCT
ijassa-1116	94	1	for	for	ADP
ijassa-1116	94	2	the	the	DET
ijassa-1116	94	3	calculations	calculation	NOUN
ijassa-1116	94	4	we	we	PRON
ijassa-1116	94	5	use	use	VERB
ijassa-1116	94	6	the	the	DET
ijassa-1116	94	7	r	r	NOUN
ijassa-1116	94	8	package	package	NOUN
ijassa-1116	94	9	mfbvar	mfbvar	NOUN
ijassa-1116	94	10	of	of	ADP
ijassa-1116	94	11	[	[	X
ijassa-1116	94	12	1	1	NUM
ijassa-1116	94	13	]	]	PUNCT
ijassa-1116	94	14	.	.	PUNCT
ijassa-1116	95	1	dynamic	dynamic	ADJ
ijassa-1116	95	2	factor	factor	NOUN
ijassa-1116	95	3	model	model	NOUN
ijassa-1116	95	4	implies	imply	VERB
ijassa-1116	95	5	that	that	SCONJ
ijassa-1116	95	6	all	all	DET
ijassa-1116	95	7	the	the	DET
ijassa-1116	95	8	series	series	NOUN
ijassa-1116	95	9	observed	observe	VERB
ijassa-1116	95	10	are	be	AUX
ijassa-1116	95	11	a	a	DET
ijassa-1116	95	12	combination	combination	NOUN
ijassa-1116	95	13	of	of	ADP
ijassa-1116	95	14	unobserved	unobserved	ADJ
ijassa-1116	95	15	common	common	ADJ
ijassa-1116	95	16	factors	factor	NOUN
ijassa-1116	95	17	(	(	PUNCT
ijassa-1116	95	18	the	the	DET
ijassa-1116	95	19	number	number	NOUN
ijassa-1116	95	20	of	of	ADP
ijassa-1116	95	21	factors	factor	NOUN
ijassa-1116	95	22	is	be	AUX
ijassa-1116	95	23	lower	low	ADJ
ijassa-1116	95	24	than	than	ADP
ijassa-1116	95	25	the	the	DET
ijassa-1116	95	26	number	number	NOUN
ijassa-1116	95	27	of	of	ADP
ijassa-1116	95	28	variables	variable	NOUN
ijassa-1116	95	29	studied	study	VERB
ijassa-1116	95	30	)	)	PUNCT
ijassa-1116	95	31	,	,	PUNCT
ijassa-1116	95	32	that	that	PRON
ijassa-1116	95	33	can	can	AUX
ijassa-1116	95	34	be	be	AUX
ijassa-1116	95	35	identified	identify	VERB
ijassa-1116	95	36	and	and	CCONJ
ijassa-1116	95	37	used	use	VERB
ijassa-1116	95	38	to	to	PART
ijassa-1116	95	39	make	make	VERB
ijassa-1116	95	40	forecasts	forecast	NOUN
ijassa-1116	95	41	and	and	CCONJ
ijassa-1116	95	42	nowcasts	nowcast	NOUN
ijassa-1116	95	43	of	of	ADP
ijassa-1116	95	44	indicators	indicator	NOUN
ijassa-1116	95	45	analyzed	analyze	VERB
ijassa-1116	95	46	.	.	PUNCT
ijassa-1116	96	1	the	the	DET
ijassa-1116	96	2	general	general	ADJ
ijassa-1116	96	3	specification	specification	NOUN
ijassa-1116	96	4	of	of	ADP
ijassa-1116	96	5	a	a	DET
ijassa-1116	96	6	dynamic	dynamic	ADJ
ijassa-1116	96	7	factor	factor	NOUN
ijassa-1116	96	8	model	model	NOUN
ijassa-1116	96	9	can	can	AUX
ijassa-1116	96	10	be	be	AUX
ijassa-1116	96	11	given	give	VERB
ijassa-1116	96	12	by	by	ADP
ijassa-1116	96	13	t	t	PROPN
ijassa-1116	96	14	t	t	PROPN
ijassa-1116	96	15	ty	ty	NOUN
ijassa-1116	96	16	f	f	PROPN
ijassa-1116	97	1			PROPN
ijassa-1116	97	2			ADJ
ijassa-1116	97	3			NOUN
ijassa-1116	97	4	,	,	PUNCT
ijassa-1116	97	5	1	1	NUM
ijassa-1116	97	6	,	,	PUNCT
ijassa-1116	97	7	~	~	PUNCT
ijassa-1116	97	8	(	(	PUNCT
ijassa-1116	97	9	0	0	NUM
ijassa-1116	97	10	,	,	PUNCT
ijassa-1116	97	11	)	)	PUNCT
ijassa-1116	98	1	p	p	NOUN
ijassa-1116	98	2	t	t	X
ijassa-1116	99	1	i	i	PRON
ijassa-1116	99	2	t	t	X
ijassa-1116	100	1	i	i	PRON
ijassa-1116	100	2	t	t	PROPN
ijassa-1116	100	3	t	t	X
ijassa-1116	100	4	q	q	PROPN
ijassa-1116	101	1	i	i	PRON
ijassa-1116	101	2	f	f	PROPN
ijassa-1116	102	1	a	a	DET
ijassa-1116	102	2	f	f	X
ijassa-1116	102	3	bu	bu	PROPN
ijassa-1116	102	4	u	u	PROPN
ijassa-1116	102	5	iid	iid	NOUN
ijassa-1116	102	6	n	n	ADV
ijassa-1116	102	7	i	i	VERB
ijassa-1116	102	8			NUM
ijassa-1116	102	9			PROPN
ijassa-1116	102	10			NOUN
ijassa-1116	102	11	,	,	PUNCT
ijassa-1116	102	12	where	where	SCONJ
ijassa-1116	102	13	ty	ty	PRON
ijassa-1116	102	14	is	be	AUX
ijassa-1116	102	15	a	a	DET
ijassa-1116	102	16	vector	vector	NOUN
ijassa-1116	102	17	of	of	ADP
ijassa-1116	102	18	variables	variable	NOUN
ijassa-1116	102	19	investigated	investigate	VERB
ijassa-1116	102	20	,	,	PUNCT
ijassa-1116	102	21	vector	vector	NOUN
ijassa-1116	102	22			NOUN
ijassa-1116	102	23	and	and	CCONJ
ijassa-1116	102	24	matrix	matrix	NOUN
ijassa-1116	102	25			NOUN
ijassa-1116	102	26	are	be	AUX
ijassa-1116	102	27	parameters	parameter	NOUN
ijassa-1116	102	28	to	to	PART
ijassa-1116	102	29	be	be	AUX
ijassa-1116	102	30	estimated	estimate	VERB
ijassa-1116	102	31	,	,	PUNCT
ijassa-1116	102	32	unobserved	unobserved	ADJ
ijassa-1116	102	33	common	common	ADJ
ijassa-1116	102	34	factors	factor	NOUN
ijassa-1116	102	35	tf	tf	X
ijassa-1116	102	36	are	be	AUX
ijassa-1116	102	37	assumed	assume	VERB
ijassa-1116	102	38	to	to	PART
ijassa-1116	102	39	follow	follow	VERB
ijassa-1116	102	40	a	a	DET
ijassa-1116	102	41	var(p	var(p	NOUN
ijassa-1116	102	42	)	)	PUNCT
ijassa-1116	102	43	process	process	NOUN
ijassa-1116	102	44	.	.	PUNCT
ijassa-1116	103	1	we	we	PRON
ijassa-1116	103	2	follow	follow	VERB
ijassa-1116	103	3	two	two	NUM
ijassa-1116	103	4	-	-	PUNCT
ijassa-1116	103	5	stage	stage	NOUN
ijassa-1116	103	6	estimation	estimation	NOUN
ijassa-1116	103	7	approach	approach	NOUN
ijassa-1116	103	8	as	as	ADP
ijassa-1116	103	9	in	in	ADP
ijassa-1116	103	10	[	[	X
ijassa-1116	103	11	10	10	NUM
ijassa-1116	103	12	]	]	PUNCT
ijassa-1116	103	13	,	,	PUNCT
ijassa-1116	103	14	where	where	SCONJ
ijassa-1116	103	15	parameters	parameter	NOUN
ijassa-1116	103	16	of	of	ADP
ijassa-1116	103	17			NOUN
ijassa-1116	103	18	matrix	matrix	NOUN
ijassa-1116	103	19	and	and	CCONJ
ijassa-1116	103	20	unobserved	unobserved	ADJ
ijassa-1116	103	21	factors	factor	NOUN
ijassa-1116	103	22	tf	tf	X
ijassa-1116	103	23	are	be	AUX
ijassa-1116	103	24	estimated	estimate	VERB
ijassa-1116	103	25	with	with	ADP
ijassa-1116	103	26	principal	principal	ADJ
ijassa-1116	103	27	components	component	NOUN
ijassa-1116	103	28	based	base	VERB
ijassa-1116	103	29	on	on	ADP
ijassa-1116	103	30	a	a	DET
ijassa-1116	103	31	standardized	standardized	ADJ
ijassa-1116	103	32	and	and	CCONJ
ijassa-1116	103	33	balanced	balanced	ADJ
ijassa-1116	103	34	panel	panel	NOUN
ijassa-1116	103	35	of	of	ADP
ijassa-1116	103	36	explanatory	explanatory	ADJ
ijassa-1116	103	37	variables	variable	NOUN
ijassa-1116	103	38	and	and	CCONJ
ijassa-1116	103	39	then	then	ADV
ijassa-1116	103	40	re	re	VERB
ijassa-1116	103	41	-	-	VERB
ijassa-1116	103	42	estimated	estimate	VERB
ijassa-1116	103	43	on	on	ADP
ijassa-1116	103	44	an	an	DET
ijassa-1116	103	45	unbalanced	unbalanced	ADJ
ijassa-1116	103	46	set	set	NOUN
ijassa-1116	103	47	of	of	ADP
ijassa-1116	103	48	regressors	regressor	NOUN
ijassa-1116	103	49	using	use	VERB
ijassa-1116	103	50	kalman	kalman	NOUN
ijassa-1116	103	51	smoothing	smoothing	NOUN
ijassa-1116	103	52	.	.	PUNCT
ijassa-1116	104	1	the	the	DET
ijassa-1116	104	2	resulting	result	VERB
ijassa-1116	104	3	factors	factor	NOUN
ijassa-1116	104	4	are	be	AUX
ijassa-1116	104	5	used	use	VERB
ijassa-1116	104	6	in	in	ADP
ijassa-1116	104	7	the	the	DET
ijassa-1116	104	8	model	model	NOUN
ijassa-1116	104	9	.	.	PUNCT
ijassa-1116	105	1	estimation	estimation	NOUN
ijassa-1116	105	2	is	be	AUX
ijassa-1116	105	3	performed	perform	VERB
ijassa-1116	105	4	in	in	ADP
ijassa-1116	105	5	r	r	NOUN
ijassa-1116	105	6	using	use	VERB
ijassa-1116	105	7	nowcasting	nowcasting	NOUN
ijassa-1116	105	8	package	package	NOUN
ijassa-1116	105	9	,	,	PUNCT
ijassa-1116	105	10	[	[	X
ijassa-1116	105	11	6	6	NUM
ijassa-1116	105	12	]	]	SYM
ijassa-1116	105	13	3	3	NUM
ijassa-1116	105	14	.	.	X
ijassa-1116	105	15	data	datum	NOUN
ijassa-1116	105	16	and	and	CCONJ
ijassa-1116	105	17	research	research	NOUN
ijassa-1116	105	18	methodology	methodology	NOUN
ijassa-1116	105	19	we	we	PRON
ijassa-1116	105	20	use	use	VERB
ijassa-1116	105	21	the	the	DET
ijassa-1116	105	22	data	datum	NOUN
ijassa-1116	105	23	on	on	ADP
ijassa-1116	105	24	quarterly	quarterly	ADJ
ijassa-1116	105	25	gdp	gdp	NOUN
ijassa-1116	105	26	growth	growth	NOUN
ijassa-1116	105	27	rates	rate	NOUN
ijassa-1116	105	28	for	for	ADP
ijassa-1116	105	29	the	the	DET
ijassa-1116	105	30	period	period	NOUN
ijassa-1116	105	31	of	of	ADP
ijassa-1116	105	32	2001	2001	NUM
ijassa-1116	105	33	–	–	PUNCT
ijassa-1116	105	34	2020	2020	NUM
ijassa-1116	105	35	for	for	ADP
ijassa-1116	105	36	the	the	DET
ijassa-1116	105	37	following	follow	VERB
ijassa-1116	105	38	countries	country	NOUN
ijassa-1116	105	39	:	:	PUNCT
ijassa-1116	105	40	usa	usa	PROPN
ijassa-1116	105	41	,	,	PUNCT
ijassa-1116	105	42	russia	russia	PROPN
ijassa-1116	105	43	,	,	PUNCT
ijassa-1116	105	44	china	china	PROPN
ijassa-1116	105	45	,	,	PUNCT
ijassa-1116	105	46	india	india	PROPN
ijassa-1116	105	47	,	,	PUNCT
ijassa-1116	105	48	argentina	argentina	PROPN
ijassa-1116	105	49	,	,	PUNCT
ijassa-1116	105	50	australia	australia	PROPN
ijassa-1116	105	51	,	,	PUNCT
ijassa-1116	105	52	brazil	brazil	PROPN
ijassa-1116	105	53	,	,	PUNCT
ijassa-1116	105	54	britain	britain	PROPN
ijassa-1116	105	55	,	,	PUNCT
ijassa-1116	105	56	canada	canada	PROPN
ijassa-1116	105	57	,	,	PUNCT
ijassa-1116	105	58	france	france	PROPN
ijassa-1116	105	59	,	,	PUNCT
ijassa-1116	105	60	germany	germany	PROPN
ijassa-1116	105	61	,	,	PUNCT
ijassa-1116	105	62	indonesia	indonesia	PROPN
ijassa-1116	105	63	,	,	PUNCT
ijassa-1116	105	64	italy	italy	PROPN
ijassa-1116	105	65	,	,	PUNCT
ijassa-1116	105	66	japan	japan	PROPN
ijassa-1116	105	67	,	,	PUNCT
ijassa-1116	105	68	mexico	mexico	PROPN
ijassa-1116	105	69	,	,	PUNCT
ijassa-1116	105	70	saudi	saudi	PROPN
ijassa-1116	105	71	arabia	arabia	PROPN
ijassa-1116	105	72	,	,	PUNCT
ijassa-1116	105	73	turkey	turkey	PROPN
ijassa-1116	105	74	,	,	PUNCT
ijassa-1116	105	75	korea	korea	PROPN
ijassa-1116	105	76	,	,	PUNCT
ijassa-1116	105	77	south	south	PROPN
ijassa-1116	105	78	africa	africa	PROPN
ijassa-1116	105	79	.	.	PUNCT
ijassa-1116	106	1	the	the	DET
ijassa-1116	106	2	countries	country	NOUN
ijassa-1116	106	3	selected	select	VERB
ijassa-1116	106	4	represent	represent	VERB
ijassa-1116	106	5	a	a	DET
ijassa-1116	106	6	significant	significant	ADJ
ijassa-1116	106	7	part	part	NOUN
ijassa-1116	106	8	of	of	ADP
ijassa-1116	106	9	the	the	DET
ijassa-1116	106	10	world	world	NOUN
ijassa-1116	106	11	gdp	gdp	NOUN
ijassa-1116	106	12	and	and	CCONJ
ijassa-1116	106	13	in	in	ADP
ijassa-1116	106	14	the	the	DET
ijassa-1116	106	15	same	same	ADJ
ijassa-1116	106	16	time	time	NOUN
ijassa-1116	106	17	belong	belong	VERB
ijassa-1116	106	18	to	to	ADP
ijassa-1116	106	19	different	different	ADJ
ijassa-1116	106	20	geographical	geographical	ADJ
ijassa-1116	106	21	regions	region	NOUN
ijassa-1116	106	22	and	and	CCONJ
ijassa-1116	106	23	have	have	VERB
ijassa-1116	106	24	different	different	ADJ
ijassa-1116	106	25	structures	structure	NOUN
ijassa-1116	106	26	of	of	ADP
ijassa-1116	106	27	the	the	DET
ijassa-1116	106	28	economy	economy	NOUN
ijassa-1116	106	29	–	–	PUNCT
ijassa-1116	106	30	it	it	PRON
ijassa-1116	106	31	can	can	AUX
ijassa-1116	106	32	be	be	AUX
ijassa-1116	106	33	important	important	ADJ
ijassa-1116	106	34	to	to	PART
ijassa-1116	106	35	test	test	VERB
ijassa-1116	106	36	the	the	DET
ijassa-1116	106	37	stability	stability	NOUN
ijassa-1116	106	38	of	of	ADP
ijassa-1116	106	39	results	result	NOUN
ijassa-1116	106	40	obtained	obtain	VERB
ijassa-1116	106	41	.	.	PUNCT
ijassa-1116	107	1	we	we	PRON
ijassa-1116	107	2	use	use	VERB
ijassa-1116	107	3	4	4	NUM
ijassa-1116	107	4	groups	group	NOUN
ijassa-1116	107	5	of	of	ADP
ijassa-1116	107	6	monthly	monthly	ADJ
ijassa-1116	107	7	commodity	commodity	NOUN
ijassa-1116	107	8	prices	price	NOUN
ijassa-1116	107	9	(	(	PUNCT
ijassa-1116	107	10	obtained	obtain	VERB
ijassa-1116	107	11	from	from	ADP
ijassa-1116	107	12	world	world	PROPN
ijassa-1116	107	13	bank	bank	PROPN
ijassa-1116	107	14	’s	’s	PART
ijassa-1116	107	15	pink	pink	ADJ
ijassa-1116	107	16	sheet	sheet	NOUN
ijassa-1116	107	17	–	–	PUNCT
ijassa-1116	107	18	[	[	X
ijassa-1116	107	19	20	20	NUM
ijassa-1116	107	20	]	]	PUNCT
ijassa-1116	107	21	)	)	PUNCT
ijassa-1116	107	22	as	as	ADP
ijassa-1116	107	23	explanatory	explanatory	ADJ
ijassa-1116	107	24	variables	variable	NOUN
ijassa-1116	107	25	:	:	PUNCT
ijassa-1116	107	26			PRON
ijassa-1116	107	27	energy	energy	NOUN
ijassa-1116	107	28	commodities	commodity	NOUN
ijassa-1116	107	29	(	(	PUNCT
ijassa-1116	107	30	crude	crude	ADJ
ijassa-1116	107	31	oil	oil	NOUN
ijassa-1116	107	32	brent	brent	PROPN
ijassa-1116	107	33	,	,	PUNCT
ijassa-1116	107	34	dubai	dubai	PROPN
ijassa-1116	107	35	,	,	PUNCT
ijassa-1116	107	36	wti	wti	PROPN
ijassa-1116	107	37	;	;	PUNCT
ijassa-1116	107	38	coal	coal	NOUN
ijassa-1116	107	39	,	,	PUNCT
ijassa-1116	107	40	australian	australian	ADJ
ijassa-1116	107	41	,	,	PUNCT
ijassa-1116	107	42	south	south	ADJ
ijassa-1116	107	43	african	african	ADJ
ijassa-1116	107	44	,	,	PUNCT
ijassa-1116	107	45	natural	natural	ADJ
ijassa-1116	107	46	gas	gas	NOUN
ijassa-1116	107	47	us	us	PROPN
ijassa-1116	107	48	,	,	PUNCT
ijassa-1116	107	49	europe	europe	PROPN
ijassa-1116	107	50	;	;	PUNCT
ijassa-1116	107	51	liquefied	liquefy	VERB
ijassa-1116	107	52	natural	natural	ADJ
ijassa-1116	107	53	gas	gas	NOUN
ijassa-1116	107	54	,	,	PUNCT
ijassa-1116	107	55	japan	japan	PROPN
ijassa-1116	107	56	)	)	PUNCT
ijassa-1116	107	57	,	,	PUNCT
ijassa-1116	107	58			PRON
ijassa-1116	107	59	agricultural	agricultural	ADJ
ijassa-1116	107	60	commodities	commodity	NOUN
ijassa-1116	107	61	(	(	PUNCT
ijassa-1116	107	62	wheat	wheat	NOUN
ijassa-1116	107	63	,	,	PUNCT
ijassa-1116	107	64	us	us	PROPN
ijassa-1116	107	65	srw	srw	NOUN
ijassa-1116	107	66	;	;	PUNCT
ijassa-1116	107	67	rice	rice	PROPN
ijassa-1116	107	68	,	,	PUNCT
ijassa-1116	107	69	thai	thai	NOUN
ijassa-1116	107	70	5	5	NUM
ijassa-1116	107	71	%	%	NOUN
ijassa-1116	107	72	;	;	PUNCT
ijassa-1116	107	73	maize	maize	NOUN
ijassa-1116	107	74	,	,	PUNCT
ijassa-1116	107	75	palm	palm	NOUN
ijassa-1116	107	76	oil	oil	NOUN
ijassa-1116	107	77	,	,	PUNCT
ijassa-1116	107	78	soybeans	soybean	NOUN
ijassa-1116	107	79	)	)	PUNCT
ijassa-1116	107	80	,	,	PUNCT
ijassa-1116	107	81			PRON
ijassa-1116	107	82	industrial	industrial	ADJ
ijassa-1116	107	83	metals	metal	NOUN
ijassa-1116	107	84	(	(	PUNCT
ijassa-1116	107	85	aluminum	aluminum	NOUN
ijassa-1116	107	86	,	,	PUNCT
ijassa-1116	107	87	iron	iron	NOUN
ijassa-1116	107	88	ore	ore	NOUN
ijassa-1116	107	89	,	,	PUNCT
ijassa-1116	107	90	copper	copper	NOUN
ijassa-1116	107	91	,	,	PUNCT
ijassa-1116	107	92	nickel	nickel	NOUN
ijassa-1116	107	93	)	)	PUNCT
ijassa-1116	107	94	,	,	PUNCT
ijassa-1116	107	95			NOUN
ijassa-1116	107	96	precious	precious	ADJ
ijassa-1116	107	97	metals	metal	NOUN
ijassa-1116	107	98	(	(	PUNCT
ijassa-1116	107	99	gold	gold	NOUN
ijassa-1116	107	100	,	,	PUNCT
ijassa-1116	107	101	platinum	platinum	NOUN
ijassa-1116	107	102	,	,	PUNCT
ijassa-1116	107	103	silver	silver	NOUN
ijassa-1116	107	104	)	)	PUNCT
ijassa-1116	107	105	we	we	PRON
ijassa-1116	107	106	also	also	ADV
ijassa-1116	107	107	use	use	VERB
ijassa-1116	107	108	a	a	DET
ijassa-1116	107	109	set	set	NOUN
ijassa-1116	107	110	of	of	ADP
ijassa-1116	107	111	monthly	monthly	ADJ
ijassa-1116	107	112	pmi	pmi	NOUN
ijassa-1116	107	113	series	series	NOUN
ijassa-1116	107	114	for	for	ADP
ijassa-1116	107	115	the	the	DET
ijassa-1116	107	116	countries	country	NOUN
ijassa-1116	107	117	presented	present	VERB
ijassa-1116	107	118	in	in	ADP
ijassa-1116	107	119	the	the	DET
ijassa-1116	107	120	sample	sample	NOUN
ijassa-1116	107	121	as	as	ADP
ijassa-1116	107	122	a	a	DET
ijassa-1116	107	123	benchmark	benchmark	NOUN
ijassa-1116	107	124	we	we	PRON
ijassa-1116	107	125	compare	compare	VERB
ijassa-1116	107	126	the	the	DET
ijassa-1116	107	127	nowcasting	nowcasting	NOUN
ijassa-1116	107	128	accuracies	accuracy	NOUN
ijassa-1116	107	129	over	over	ADP
ijassa-1116	107	130	the	the	DET
ijassa-1116	107	131	last	last	ADJ
ijassa-1116	107	132	10	10	NUM
ijassa-1116	107	133	points	point	NOUN
ijassa-1116	107	134	(	(	PUNCT
ijassa-1116	107	135	quarters	quarter	NOUN
ijassa-1116	107	136	)	)	PUNCT
ijassa-1116	107	137	for	for	ADP
ijassa-1116	107	138	different	different	ADJ
ijassa-1116	107	139	groups	group	NOUN
ijassa-1116	107	140	of	of	ADP
ijassa-1116	107	141	indicators	indicator	NOUN
ijassa-1116	107	142	.	.	PUNCT
ijassa-1116	108	1	during	during	ADP
ijassa-1116	108	2	the	the	DET
ijassa-1116	108	3	testing	testing	NOUN
ijassa-1116	108	4	phase	phase	NOUN
ijassa-1116	108	5	for	for	ADP
ijassa-1116	108	6	each	each	DET
ijassa-1116	108	7	data	datum	NOUN
ijassa-1116	108	8	point	point	NOUN
ijassa-1116	108	9	tested	test	VERB
ijassa-1116	108	10	we	we	PRON
ijassa-1116	108	11	restrict	restrict	VERB
ijassa-1116	108	12	the	the	DET
ijassa-1116	108	13	sample	sample	NOUN
ijassa-1116	108	14	to	to	ADP
ijassa-1116	108	15	the	the	DET
ijassa-1116	108	16	information	information	NOUN
ijassa-1116	108	17	that	that	PRON
ijassa-1116	108	18	replicates	replicate	VERB
ijassa-1116	108	19	the	the	DET
ijassa-1116	108	20	actual	actual	ADJ
ijassa-1116	108	21	nowcasting	nowcasting	NOUN
ijassa-1116	108	22	practice	practice	NOUN
ijassa-1116	108	23	:	:	PUNCT
ijassa-1116	108	24	all	all	DET
ijassa-1116	108	25	the	the	DET
ijassa-1116	108	26	explanatory	explanatory	ADJ
ijassa-1116	108	27	variables	variable	NOUN
ijassa-1116	108	28	for	for	ADP
ijassa-1116	108	29	the	the	DET
ijassa-1116	108	30	current	current	ADJ
ijassa-1116	108	31	quarter	quarter	NOUN
ijassa-1116	108	32	are	be	AUX
ijassa-1116	108	33	known	know	VERB
ijassa-1116	108	34	(	(	PUNCT
ijassa-1116	108	35	and	and	CCONJ
ijassa-1116	108	36	are	be	AUX
ijassa-1116	108	37	not	not	PART
ijassa-1116	108	38	known	know	VERB
ijassa-1116	108	39	for	for	ADP
ijassa-1116	108	40	the	the	DET
ijassa-1116	108	41	subsequent	subsequent	ADJ
ijassa-1116	108	42	quarter	quarter	NOUN
ijassa-1116	108	43	)	)	PUNCT
ijassa-1116	108	44	,	,	PUNCT
ijassa-1116	108	45	the	the	DET
ijassa-1116	108	46	indicator	indicator	NOUN
ijassa-1116	108	47	nowcasted	nowcaste	VERB
ijassa-1116	108	48	is	be	AUX
ijassa-1116	108	49	not	not	PART
ijassa-1116	108	50	known	know	VERB
ijassa-1116	108	51	.	.	PUNCT
ijassa-1116	109	1	we	we	PRON
ijassa-1116	109	2	measure	measure	VERB
ijassa-1116	109	3	the	the	DET
ijassa-1116	109	4	accuracies	accuracy	NOUN
ijassa-1116	109	5	using	use	VERB
ijassa-1116	109	6	mean	mean	ADJ
ijassa-1116	109	7	absolute	absolute	ADJ
ijassa-1116	109	8	errors	error	NOUN
ijassa-1116	109	9	(	(	PUNCT
ijassa-1116	109	10	mae	mae	PROPN
ijassa-1116	109	11	)	)	PUNCT
ijassa-1116	109	12	for	for	ADP
ijassa-1116	109	13	quarterly	quarterly	ADJ
ijassa-1116	109	14	gdp	gdp	NOUN
ijassa-1116	109	15	growth	growth	NOUN
ijassa-1116	109	16	rates	rate	NOUN
ijassa-1116	109	17	nowcasting	nowcaste	VERB
ijassa-1116	109	18	gdp	gdp	NOUN
ijassa-1116	109	19	of	of	ADP
ijassa-1116	109	20	major	major	ADJ
ijassa-1116	109	21	economies	economy	NOUN
ijassa-1116	109	22	during	during	ADP
ijassa-1116	109	23	the	the	DET
ijassa-1116	109	24	crisis	crisis	NOUN
ijassa-1116	109	25	:	:	PUNCT
ijassa-1116	109	26	does	do	VERB
ijassa-1116	109	27	energy	energy	NOUN
ijassa-1116	109	28	matter	matter	NOUN
ijassa-1116	109	29	?	?	PUNCT
ijassa-1116	110	1	95	95	NUM
ijassa-1116	110	2	copyright	copyright	NOUN
ijassa-1116	110	3	©	©	PROPN
ijassa-1116	110	4	2023	2023	NUM
ijassa-1116	110	5	assa	assa	NOUN
ijassa-1116	110	6	.	.	PUNCT
ijassa-1116	111	1	adv	adv	PROPN
ijassa-1116	111	2	.	.	PUNCT
ijassa-1116	112	1	in	in	ADP
ijassa-1116	112	2	systems	system	NOUN
ijassa-1116	112	3	science	science	NOUN
ijassa-1116	112	4	and	and	CCONJ
ijassa-1116	112	5	appl	appl	NOUN
ijassa-1116	112	6	.	.	PUNCT
ijassa-1116	113	1	(	(	PUNCT
ijassa-1116	113	2	2023	2023	NUM
ijassa-1116	113	3	)	)	PUNCT
ijassa-1116	113	4	4	4	NUM
ijassa-1116	113	5	.	.	NOUN
ijassa-1116	113	6	results	result	NOUN
ijassa-1116	113	7	and	and	CCONJ
ijassa-1116	113	8	discussion	discussion	NOUN
ijassa-1116	113	9	for	for	ADP
ijassa-1116	113	10	each	each	DET
ijassa-1116	113	11	country	country	NOUN
ijassa-1116	113	12	we	we	PRON
ijassa-1116	113	13	choose	choose	VERB
ijassa-1116	113	14	the	the	DET
ijassa-1116	113	15	model	model	NOUN
ijassa-1116	113	16	with	with	ADP
ijassa-1116	113	17	the	the	DET
ijassa-1116	113	18	lowest	low	ADJ
ijassa-1116	113	19	mae	mae	PROPN
ijassa-1116	113	20	.	.	PROPN
ijassa-1116	113	21	tables	table	VERB
ijassa-1116	113	22	4.1	4.1	NUM
ijassa-1116	113	23	-	-	SYM
ijassa-1116	113	24	4.3	4.3	NUM
ijassa-1116	113	25	present	present	ADJ
ijassa-1116	113	26	the	the	DET
ijassa-1116	113	27	types	type	NOUN
ijassa-1116	113	28	,	,	PUNCT
ijassa-1116	113	29	factor	factor	NOUN
ijassa-1116	113	30	groups	group	NOUN
ijassa-1116	113	31	and	and	CCONJ
ijassa-1116	113	32	mae	mae	PROPN
ijassa-1116	113	33	for	for	ADP
ijassa-1116	113	34	the	the	DET
ijassa-1116	113	35	best	good	ADJ
ijassa-1116	113	36	model	model	NOUN
ijassa-1116	113	37	for	for	ADP
ijassa-1116	113	38	each	each	PRON
ijassa-1116	113	39	of	of	ADP
ijassa-1116	113	40	19	19	NUM
ijassa-1116	113	41	countries	country	NOUN
ijassa-1116	113	42	and	and	CCONJ
ijassa-1116	113	43	the	the	DET
ijassa-1116	113	44	best	good	ADJ
ijassa-1116	113	45	model	model	NOUN
ijassa-1116	113	46	with	with	ADP
ijassa-1116	113	47	mae	mae	PROPN
ijassa-1116	113	48	for	for	ADP
ijassa-1116	113	49	the	the	DET
ijassa-1116	113	50	case	case	NOUN
ijassa-1116	113	51	when	when	SCONJ
ijassa-1116	113	52	all	all	DET
ijassa-1116	113	53	the	the	DET
ijassa-1116	113	54	indicators	indicator	NOUN
ijassa-1116	113	55	were	be	AUX
ijassa-1116	113	56	used	use	VERB
ijassa-1116	113	57	as	as	ADP
ijassa-1116	113	58	a	a	DET
ijassa-1116	113	59	reference	reference	NOUN
ijassa-1116	113	60	.	.	PUNCT
ijassa-1116	114	1	accuracies	accuracy	NOUN
ijassa-1116	114	2	in	in	ADP
ijassa-1116	114	3	the	the	DET
ijassa-1116	114	4	table	table	NOUN
ijassa-1116	114	5	4.1	4.1	NUM
ijassa-1116	114	6	are	be	AUX
ijassa-1116	114	7	estimated	estimate	VERB
ijassa-1116	114	8	on	on	ADP
ijassa-1116	114	9	the	the	DET
ijassa-1116	114	10	whole	whole	ADJ
ijassa-1116	114	11	sample	sample	NOUN
ijassa-1116	114	12	,	,	PUNCT
ijassa-1116	114	13	in	in	ADP
ijassa-1116	114	14	the	the	DET
ijassa-1116	114	15	table	table	NOUN
ijassa-1116	114	16	4.2	4.2	NUM
ijassa-1116	114	17	–	–	PUNCT
ijassa-1116	114	18	without	without	ADP
ijassa-1116	114	19	2020	2020	NUM
ijassa-1116	114	20	,	,	PUNCT
ijassa-1116	114	21	to	to	PART
ijassa-1116	114	22	measure	measure	VERB
ijassa-1116	114	23	the	the	DET
ijassa-1116	114	24	quality	quality	NOUN
ijassa-1116	114	25	during	during	ADP
ijassa-1116	114	26	a	a	DET
ijassa-1116	114	27	relatively	relatively	ADV
ijassa-1116	114	28	stable	stable	ADJ
ijassa-1116	114	29	period	period	NOUN
ijassa-1116	114	30	.	.	PUNCT
ijassa-1116	115	1	we	we	PRON
ijassa-1116	115	2	see	see	VERB
ijassa-1116	115	3	that	that	SCONJ
ijassa-1116	115	4	not	not	PART
ijassa-1116	115	5	in	in	ADP
ijassa-1116	115	6	all	all	DET
ijassa-1116	115	7	the	the	DET
ijassa-1116	115	8	cases	case	NOUN
ijassa-1116	115	9	the	the	DET
ijassa-1116	115	10	best	good	ADJ
ijassa-1116	115	11	nowcast	nowcast	NOUN
ijassa-1116	115	12	is	be	AUX
ijassa-1116	115	13	obtained	obtain	VERB
ijassa-1116	115	14	using	use	VERB
ijassa-1116	115	15	the	the	DET
ijassa-1116	115	16	bigger	big	ADJ
ijassa-1116	115	17	sample	sample	NOUN
ijassa-1116	115	18	of	of	ADP
ijassa-1116	115	19	indicators	indicator	NOUN
ijassa-1116	115	20	.	.	PUNCT
ijassa-1116	116	1	for	for	SCONJ
ijassa-1116	116	2	the	the	DET
ijassa-1116	116	3	countries	country	NOUN
ijassa-1116	116	4	with	with	ADP
ijassa-1116	116	5	economies	economy	NOUN
ijassa-1116	116	6	focused	focus	VERB
ijassa-1116	116	7	on	on	ADP
ijassa-1116	116	8	a	a	DET
ijassa-1116	116	9	particular	particular	ADJ
ijassa-1116	116	10	group	group	NOUN
ijassa-1116	116	11	of	of	ADP
ijassa-1116	116	12	products	product	NOUN
ijassa-1116	116	13	,	,	PUNCT
ijassa-1116	116	14	such	such	ADJ
ijassa-1116	116	15	as	as	ADP
ijassa-1116	116	16	saudi	saudi	PROPN
ijassa-1116	116	17	arabia	arabia	PROPN
ijassa-1116	116	18	,	,	PUNCT
ijassa-1116	116	19	the	the	DET
ijassa-1116	116	20	accuracy	accuracy	NOUN
ijassa-1116	116	21	of	of	ADP
ijassa-1116	116	22	nowcast	nowcast	NOUN
ijassa-1116	116	23	using	use	VERB
ijassa-1116	116	24	only	only	ADV
ijassa-1116	116	25	the	the	DET
ijassa-1116	116	26	most	most	ADV
ijassa-1116	116	27	appropriate	appropriate	ADJ
ijassa-1116	116	28	group	group	NOUN
ijassa-1116	116	29	of	of	ADP
ijassa-1116	116	30	prices	price	NOUN
ijassa-1116	116	31	is	be	AUX
ijassa-1116	116	32	almost	almost	ADV
ijassa-1116	116	33	twofold	twofold	ADV
ijassa-1116	116	34	higher	high	ADJ
ijassa-1116	116	35	than	than	ADP
ijassa-1116	116	36	for	for	ADP
ijassa-1116	116	37	the	the	DET
ijassa-1116	116	38	model	model	NOUN
ijassa-1116	116	39	with	with	ADP
ijassa-1116	116	40	all	all	DET
ijassa-1116	116	41	the	the	DET
ijassa-1116	116	42	indicators	indicator	NOUN
ijassa-1116	116	43	(	(	PUNCT
ijassa-1116	116	44	even	even	ADV
ijassa-1116	116	45	though	though	SCONJ
ijassa-1116	116	46	this	this	DET
ijassa-1116	116	47	set	set	NOUN
ijassa-1116	116	48	still	still	ADV
ijassa-1116	116	49	includes	include	VERB
ijassa-1116	116	50	energy	energy	NOUN
ijassa-1116	116	51	commodities	commodity	NOUN
ijassa-1116	116	52	prices	price	NOUN
ijassa-1116	116	53	)	)	PUNCT
ijassa-1116	116	54	.	.	PUNCT
ijassa-1116	117	1	it	it	PRON
ijassa-1116	117	2	allows	allow	VERB
ijassa-1116	117	3	us	we	PRON
ijassa-1116	117	4	to	to	PART
ijassa-1116	117	5	conclude	conclude	VERB
ijassa-1116	117	6	that	that	SCONJ
ijassa-1116	117	7	in	in	ADP
ijassa-1116	117	8	at	at	ADP
ijassa-1116	117	9	least	least	ADJ
ijassa-1116	117	10	some	some	PRON
ijassa-1116	117	11	cases	case	NOUN
ijassa-1116	117	12	the	the	DET
ijassa-1116	117	13	more	more	ADJ
ijassa-1116	117	14	is	be	AUX
ijassa-1116	117	15	not	not	PART
ijassa-1116	117	16	always	always	ADV
ijassa-1116	117	17	the	the	DET
ijassa-1116	117	18	better	well	ADJ
ijassa-1116	117	19	and	and	CCONJ
ijassa-1116	117	20	manual	manual	ADJ
ijassa-1116	117	21	selection	selection	NOUN
ijassa-1116	117	22	of	of	ADP
ijassa-1116	117	23	predictors	predictor	NOUN
ijassa-1116	117	24	can	can	AUX
ijassa-1116	117	25	boost	boost	VERB
ijassa-1116	117	26	the	the	DET
ijassa-1116	117	27	performance	performance	NOUN
ijassa-1116	117	28	of	of	ADP
ijassa-1116	117	29	the	the	DET
ijassa-1116	117	30	model	model	NOUN
ijassa-1116	117	31	table	table	NOUN
ijassa-1116	117	32	4.1	4.1	NUM
ijassa-1116	117	33	.	.	PUNCT
ijassa-1116	118	1	types	type	NOUN
ijassa-1116	118	2	of	of	ADP
ijassa-1116	118	3	best	good	ADJ
ijassa-1116	118	4	models	model	NOUN
ijassa-1116	118	5	and	and	CCONJ
ijassa-1116	118	6	their	their	PRON
ijassa-1116	118	7	nowcasting	nowcaste	VERB
ijassa-1116	118	8	mae	mae	PROPN
ijassa-1116	118	9	for	for	ADP
ijassa-1116	118	10	models	model	NOUN
ijassa-1116	118	11	with	with	ADP
ijassa-1116	118	12	one	one	NUM
ijassa-1116	118	13	groupof	groupof	ADJ
ijassa-1116	118	14	factors	factor	NOUN
ijassa-1116	118	15	and	and	CCONJ
ijassa-1116	118	16	models	model	NOUN
ijassa-1116	118	17	with	with	ADP
ijassa-1116	118	18	all	all	DET
ijassa-1116	118	19	factors	factor	NOUN
ijassa-1116	118	20	,	,	PUNCT
ijassa-1116	118	21	%	%	INTJ
ijassa-1116	118	22	gdp	gdp	NOUN
ijassa-1116	118	23	one	one	NUM
ijassa-1116	118	24	group	group	NOUN
ijassa-1116	118	25	all	all	DET
ijassa-1116	118	26	indicators	indicator	NOUN
ijassa-1116	118	27	type	type	NOUN
ijassa-1116	118	28	factor	factor	NOUN
ijassa-1116	118	29	mae	mae	PROPN
ijassa-1116	118	30	type	type	PROPN
ijassa-1116	118	31	mae	mae	PROPN
ijassa-1116	118	32	usa	usa	PROPN
ijassa-1116	118	33	midas_l1	midas_l1	PROPN
ijassa-1116	118	34	indmetal	indmetal	VERB
ijassa-1116	118	35	1.56	1.56	NUM
ijassa-1116	118	36	mfbvar	mfbvar	NOUN
ijassa-1116	118	37	1.77	1.77	NUM
ijassa-1116	118	38	russia	russia	PROPN
ijassa-1116	118	39	dfm	dfm	PROPN
ijassa-1116	118	40	pmi	pmi	PROPN
ijassa-1116	118	41	1.74	1.74	NUM
ijassa-1116	118	42	midas_l1	midas_l1	NOUN
ijassa-1116	118	43	1.60	1.60	NUM
ijassa-1116	118	44	china	china	PROPN
ijassa-1116	118	45	midas_l1	midas_l1	NOUN
ijassa-1116	118	46	precmetal	precmetal	VERB
ijassa-1116	118	47	1.86	1.86	NUM
ijassa-1116	118	48	mfbvar	mfbvar	NOUN
ijassa-1116	118	49	1.71	1.71	NUM
ijassa-1116	118	50	india	india	PROPN
ijassa-1116	118	51	midas_l1	midas_l1	NOUN
ijassa-1116	118	52	energy	energy	NOUN
ijassa-1116	118	53	3.89	3.89	NUM
ijassa-1116	118	54	dfm	dfm	PROPN
ijassa-1116	118	55	4.34	4.34	NUM
ijassa-1116	118	56	argentina	argentina	PROPN
ijassa-1116	118	57	mfbvar	mfbvar	PROPN
ijassa-1116	118	58	energy	energy	PROPN
ijassa-1116	118	59	3.85	3.85	NUM
ijassa-1116	118	60	mfbvar	mfbvar	NOUN
ijassa-1116	118	61	2.64	2.64	NUM
ijassa-1116	118	62	australia	australia	PROPN
ijassa-1116	118	63	midas_l1	midas_l1	NOUN
ijassa-1116	118	64	pmi	pmi	PROPN
ijassa-1116	118	65	1.44	1.44	NUM
ijassa-1116	118	66	midas_l1	midas_l1	NOUN
ijassa-1116	118	67	1.35	1.35	NUM
ijassa-1116	118	68	brazil	brazil	PROPN
ijassa-1116	118	69	dfm	dfm	PROPN
ijassa-1116	118	70	pmi	pmi	PROPN
ijassa-1116	118	71	2.04	2.04	NUM
ijassa-1116	118	72	mfbvar	mfbvar	NOUN
ijassa-1116	118	73	1.48	1.48	NUM
ijassa-1116	118	74	britain	britain	PROPN
ijassa-1116	118	75	midas_l1	midas_l1	PROPN
ijassa-1116	118	76	pmi	pmi	PROPN
ijassa-1116	118	77	3.17	3.17	NUM
ijassa-1116	118	78	midas_l1	midas_l1	NOUN
ijassa-1116	119	1	2.96	2.96	NUM
ijassa-1116	119	2	canada	canada	PROPN
ijassa-1116	119	3	mfbvar	mfbvar	PROPN
ijassa-1116	119	4	pmi	pmi	PROPN
ijassa-1116	119	5	1.13	1.13	NUM
ijassa-1116	119	6	mfbvar	mfbvar	NOUN
ijassa-1116	119	7	1.49	1.49	NUM
ijassa-1116	119	8	france	france	PROPN
ijassa-1116	119	9	midas_l1	midas_l1	NOUN
ijassa-1116	119	10	indmetal	indmetal	VERB
ijassa-1116	119	11	2.82	2.82	NUM
ijassa-1116	119	12	mfbvar	mfbvar	NOUN
ijassa-1116	119	13	3.04	3.04	NUM
ijassa-1116	119	14	germany	germany	PROPN
ijassa-1116	119	15	dfm	dfm	PROPN
ijassa-1116	119	16	pmi	pmi	PROPN
ijassa-1116	119	17	1.79	1.79	NUM
ijassa-1116	119	18	mfbvar	mfbvar	NOUN
ijassa-1116	119	19	1.15	1.15	NUM
ijassa-1116	119	20	indonesia	indonesia	PROPN
ijassa-1116	119	21	midas_l1	midas_l1	X
ijassa-1116	119	22	precmetal	precmetal	VERB
ijassa-1116	119	23	1.30	1.30	NUM
ijassa-1116	119	24	midas_l1	midas_l1	NOUN
ijassa-1116	119	25	1.45	1.45	NUM
ijassa-1116	119	26	italy	italy	PROPN
ijassa-1116	119	27	dfm	dfm	PROPN
ijassa-1116	119	28	pmi	pmi	PROPN
ijassa-1116	119	29	2.60	2.60	NUM
ijassa-1116	119	30	midas_l1	midas_l1	NOUN
ijassa-1116	119	31	2.79	2.79	NUM
ijassa-1116	119	32	japan	japan	PROPN
ijassa-1116	119	33	midas_l1	midas_l1	NOUN
ijassa-1116	119	34	indmetal	indmetal	VERB
ijassa-1116	119	35	1.63	1.63	NUM
ijassa-1116	119	36	mfbvar	mfbvar	NOUN
ijassa-1116	119	37	1.55	1.55	NUM
ijassa-1116	119	38	mexico	mexico	PROPN
ijassa-1116	119	39	mfbvar	mfbvar	NOUN
ijassa-1116	119	40	energy	energy	NOUN
ijassa-1116	119	41	3.16	3.16	NUM
ijassa-1116	119	42	mfbvar	mfbvar	NOUN
ijassa-1116	119	43	2.79	2.79	NUM
ijassa-1116	119	44	saudi	saudi	PROPN
ijassa-1116	119	45	arabia	arabia	PROPN
ijassa-1116	119	46	mfbvar	mfbvar	PROPN
ijassa-1116	119	47	energy	energy	NOUN
ijassa-1116	119	48	1.19	1.19	NUM
ijassa-1116	119	49	dfm	dfm	NOUN
ijassa-1116	119	50	2.26	2.26	NUM
ijassa-1116	119	51	turkey	turkey	NOUN
ijassa-1116	119	52	mfbvar	mfbvar	NOUN
ijassa-1116	119	53	energy	energy	NOUN
ijassa-1116	119	54	2.00	2.00	NUM
ijassa-1116	119	55	mfbvar	mfbvar	NOUN
ijassa-1116	119	56	2.97	2.97	NUM
ijassa-1116	119	57	korea	korea	PROPN
ijassa-1116	119	58	mfbvar	mfbvar	PROPN
ijassa-1116	119	59	indmetal	indmetal	VERB
ijassa-1116	119	60	1.31	1.31	NUM
ijassa-1116	119	61	mfbvar	mfbvar	NOUN
ijassa-1116	119	62	0.96	0.96	NUM
ijassa-1116	119	63	south	south	PROPN
ijassa-1116	119	64	africa	africa	PROPN
ijassa-1116	119	65	midas_l1	midas_l1	PROPN
ijassa-1116	119	66	agriculture	agriculture	PROPN
ijassa-1116	119	67	0.57	0.57	NUM
ijassa-1116	119	68	midas_l1	midas_l1	NOUN
ijassa-1116	119	69	0.60	0.60	NUM
ijassa-1116	119	70	the	the	DET
ijassa-1116	119	71	first	first	ADJ
ijassa-1116	119	72	table	table	NOUN
ijassa-1116	119	73	answers	answer	VERB
ijassa-1116	119	74	the	the	DET
ijassa-1116	119	75	question	question	NOUN
ijassa-1116	119	76	of	of	ADP
ijassa-1116	119	77	the	the	DET
ijassa-1116	119	78	best	good	ADJ
ijassa-1116	119	79	way	way	NOUN
ijassa-1116	119	80	to	to	PART
ijassa-1116	119	81	predict	predict	VERB
ijassa-1116	119	82	the	the	DET
ijassa-1116	119	83	economic	economic	ADJ
ijassa-1116	119	84	growth	growth	NOUN
ijassa-1116	119	85	of	of	ADP
ijassa-1116	119	86	each	each	PRON
ijassa-1116	119	87	of	of	ADP
ijassa-1116	119	88	the	the	DET
ijassa-1116	119	89	countries	country	NOUN
ijassa-1116	119	90	,	,	PUNCT
ijassa-1116	119	91	especially	especially	ADV
ijassa-1116	119	92	in	in	ADP
ijassa-1116	119	93	the	the	DET
ijassa-1116	119	94	specific	specific	ADJ
ijassa-1116	119	95	conditions	condition	NOUN
ijassa-1116	119	96	of	of	ADP
ijassa-1116	119	97	2020	2020	NUM
ijassa-1116	119	98	.	.	PUNCT
ijassa-1116	120	1	the	the	DET
ijassa-1116	120	2	first	first	ADJ
ijassa-1116	120	3	thing	thing	NOUN
ijassa-1116	120	4	to	to	PART
ijassa-1116	120	5	pay	pay	VERB
ijassa-1116	120	6	attention	attention	NOUN
ijassa-1116	120	7	to	to	ADP
ijassa-1116	120	8	is	be	AUX
ijassa-1116	120	9	the	the	DET
ijassa-1116	120	10	question	question	NOUN
ijassa-1116	120	11	of	of	ADP
ijassa-1116	120	12	whether	whether	SCONJ
ijassa-1116	120	13	one	one	NUM
ijassa-1116	120	14	group	group	NOUN
ijassa-1116	120	15	of	of	ADP
ijassa-1116	120	16	factors	factor	NOUN
ijassa-1116	120	17	can	can	AUX
ijassa-1116	120	18	be	be	AUX
ijassa-1116	120	19	distinguished	distinguish	VERB
ijassa-1116	120	20	,	,	PUNCT
ijassa-1116	120	21	or	or	CCONJ
ijassa-1116	120	22	whether	whether	SCONJ
ijassa-1116	120	23	models	model	NOUN
ijassa-1116	120	24	with	with	ADP
ijassa-1116	120	25	the	the	DET
ijassa-1116	120	26	entire	entire	ADJ
ijassa-1116	120	27	set	set	NOUN
ijassa-1116	120	28	of	of	ADP
ijassa-1116	120	29	variables	variable	NOUN
ijassa-1116	120	30	work	work	VERB
ijassa-1116	120	31	best	well	ADV
ijassa-1116	120	32	.	.	PUNCT
ijassa-1116	121	1	moreover	moreover	ADV
ijassa-1116	121	2	,	,	PUNCT
ijassa-1116	121	3	the	the	DET
ijassa-1116	121	4	group	group	NOUN
ijassa-1116	121	5	of	of	ADP
ijassa-1116	121	6	those	those	DET
ijassa-1116	121	7	countries	country	NOUN
ijassa-1116	121	8	for	for	ADP
ijassa-1116	121	9	which	which	PRON
ijassa-1116	121	10	models	model	NOUN
ijassa-1116	121	11	with	with	ADP
ijassa-1116	121	12	the	the	DET
ijassa-1116	121	13	entire	entire	ADJ
ijassa-1116	121	14	set	set	NOUN
ijassa-1116	121	15	of	of	ADP
ijassa-1116	121	16	indicators	indicator	NOUN
ijassa-1116	121	17	work	work	VERB
ijassa-1116	121	18	better	well	ADV
ijassa-1116	121	19	includes	include	VERB
ijassa-1116	121	20	,	,	PUNCT
ijassa-1116	121	21	for	for	ADP
ijassa-1116	121	22	example	example	NOUN
ijassa-1116	121	23	,	,	PUNCT
ijassa-1116	121	24	russia	russia	PROPN
ijassa-1116	121	25	,	,	PUNCT
ijassa-1116	121	26	china	china	PROPN
ijassa-1116	121	27	,	,	PUNCT
ijassa-1116	121	28	germany	germany	PROPN
ijassa-1116	121	29	and	and	CCONJ
ijassa-1116	121	30	the	the	DET
ijassa-1116	121	31	united	united	ADJ
ijassa-1116	121	32	kingdom	kingdom	PROPN
ijassa-1116	121	33	.	.	PUNCT
ijassa-1116	122	1	on	on	ADP
ijassa-1116	122	2	the	the	DET
ijassa-1116	122	3	other	other	ADJ
ijassa-1116	122	4	hand	hand	NOUN
ijassa-1116	122	5	,	,	PUNCT
ijassa-1116	122	6	for	for	ADP
ijassa-1116	122	7	example	example	NOUN
ijassa-1116	122	8	,	,	PUNCT
ijassa-1116	122	9	for	for	ADP
ijassa-1116	122	10	countries	country	NOUN
ijassa-1116	122	11	such	such	ADJ
ijassa-1116	122	12	as	as	ADP
ijassa-1116	122	13	the	the	DET
ijassa-1116	122	14	united	united	PROPN
ijassa-1116	122	15	states	states	PROPN
ijassa-1116	122	16	,	,	PUNCT
ijassa-1116	122	17	india	india	PROPN
ijassa-1116	122	18	and	and	CCONJ
ijassa-1116	122	19	france	france	PROPN
ijassa-1116	122	20	,	,	PUNCT
ijassa-1116	122	21	it	it	PRON
ijassa-1116	122	22	is	be	AUX
ijassa-1116	122	23	possible	possible	ADJ
ijassa-1116	122	24	to	to	PART
ijassa-1116	122	25	single	single	VERB
ijassa-1116	122	26	out	out	ADP
ijassa-1116	122	27	one	one	NUM
ijassa-1116	122	28	group	group	NOUN
ijassa-1116	122	29	of	of	ADP
ijassa-1116	122	30	variables	variable	NOUN
ijassa-1116	122	31	that	that	PRON
ijassa-1116	122	32	work	work	VERB
ijassa-1116	122	33	best	well	ADV
ijassa-1116	122	34	.	.	PUNCT
ijassa-1116	123	1	we	we	PRON
ijassa-1116	123	2	also	also	ADV
ijassa-1116	123	3	see	see	VERB
ijassa-1116	123	4	that	that	SCONJ
ijassa-1116	123	5	,	,	PUNCT
ijassa-1116	123	6	among	among	ADP
ijassa-1116	123	7	all	all	DET
ijassa-1116	123	8	the	the	DET
ijassa-1116	123	9	indicator	indicator	NOUN
ijassa-1116	123	10	groups	group	NOUN
ijassa-1116	123	11	,	,	PUNCT
ijassa-1116	123	12	the	the	DET
ijassa-1116	123	13	most	most	ADV
ijassa-1116	123	14	frequent	frequent	ADJ
ijassa-1116	123	15	“	"	PUNCT
ijassa-1116	123	16	winners	winner	NOUN
ijassa-1116	123	17	”	"	PUNCT
ijassa-1116	123	18	are	be	AUX
ijassa-1116	123	19	energy	energy	NOUN
ijassa-1116	123	20	commodity	commodity	NOUN
ijassa-1116	123	21	prices	price	NOUN
ijassa-1116	123	22	and	and	CCONJ
ijassa-1116	123	23	pmi	pmi	PROPN
ijassa-1116	123	24	.	.	PUNCT
ijassa-1116	124	1	these	these	DET
ijassa-1116	124	2	results	result	NOUN
ijassa-1116	124	3	hold	hold	VERB
ijassa-1116	124	4	even	even	ADV
ijassa-1116	124	5	for	for	ADP
ijassa-1116	124	6	the	the	DET
ijassa-1116	124	7	more	more	ADV
ijassa-1116	124	8	stable	stable	ADJ
ijassa-1116	124	9	sample	sample	NOUN
ijassa-1116	124	10	without	without	ADP
ijassa-1116	124	11	2020	2020	NUM
ijassa-1116	124	12	.	.	PUNCT
ijassa-1116	125	1	96	96	NUM
ijassa-1116	125	2	i.	i.	PROPN
ijassa-1116	125	3	kopytin	kopytin	PROPN
ijassa-1116	125	4	,	,	PUNCT
ijassa-1116	125	5	n.	n.	NOUN
ijassa-1116	125	6	pilnik	pilnik	NOUN
ijassa-1116	125	7	,	,	PUNCT
ijassa-1116	125	8	i.	i.	PROPN
ijassa-1116	125	9	stankevich	stankevich	PROPN
ijassa-1116	125	10	copyright	copyright	NOUN
ijassa-1116	125	11	©	©	PROPN
ijassa-1116	125	12	2023	2023	NUM
ijassa-1116	125	13	assa	assa	PROPN
ijassa-1116	125	14	adv	adv	PROPN
ijassa-1116	125	15	.	.	PUNCT
ijassa-1116	126	1	in	in	ADP
ijassa-1116	126	2	systems	system	NOUN
ijassa-1116	126	3	science	science	NOUN
ijassa-1116	126	4	and	and	CCONJ
ijassa-1116	126	5	appl	appl	NOUN
ijassa-1116	126	6	.	.	PUNCT
ijassa-1116	127	1	(	(	PUNCT
ijassa-1116	127	2	2023	2023	NUM
ijassa-1116	127	3	)	)	PUNCT
ijassa-1116	127	4	table	table	NOUN
ijassa-1116	127	5	4.2	4.2	NUM
ijassa-1116	127	6	.	.	PUNCT
ijassa-1116	128	1	types	type	NOUN
ijassa-1116	128	2	of	of	ADP
ijassa-1116	128	3	best	good	ADJ
ijassa-1116	128	4	models	model	NOUN
ijassa-1116	128	5	and	and	CCONJ
ijassa-1116	128	6	their	their	PRON
ijassa-1116	128	7	nowcasting	nowcaste	VERB
ijassa-1116	128	8	mae	mae	PROPN
ijassa-1116	128	9	for	for	ADP
ijassa-1116	128	10	models	model	NOUN
ijassa-1116	128	11	with	with	ADP
ijassa-1116	128	12	one	one	NUM
ijassa-1116	128	13	group	group	NOUN
ijassa-1116	128	14	of	of	ADP
ijassa-1116	128	15	factors	factor	NOUN
ijassa-1116	128	16	and	and	CCONJ
ijassa-1116	128	17	models	model	NOUN
ijassa-1116	128	18	with	with	ADP
ijassa-1116	128	19	all	all	DET
ijassa-1116	128	20	factors	factor	NOUN
ijassa-1116	128	21	without	without	ADP
ijassa-1116	128	22	2020	2020	NUM
ijassa-1116	128	23	,	,	PUNCT
ijassa-1116	128	24	%	%	INTJ
ijassa-1116	128	25	gdp	gdp	NOUN
ijassa-1116	128	26	one	one	NUM
ijassa-1116	128	27	group	group	NOUN
ijassa-1116	128	28	all	all	DET
ijassa-1116	128	29	indicators	indicator	NOUN
ijassa-1116	128	30	type	type	NOUN
ijassa-1116	128	31	factor	factor	NOUN
ijassa-1116	128	32	mae	mae	PROPN
ijassa-1116	128	33	type	type	PROPN
ijassa-1116	128	34	mae	mae	PROPN
ijassa-1116	128	35	usa	usa	PROPN
ijassa-1116	128	36	midas_l1	midas_l1	PROPN
ijassa-1116	128	37	indmetal	indmetal	VERB
ijassa-1116	128	38	0.39	0.39	NUM
ijassa-1116	128	39	mfbvar	mfbvar	NOUN
ijassa-1116	128	40	0.40	0.40	NUM
ijassa-1116	128	41	russia	russia	PROPN
ijassa-1116	128	42	mfbvar	mfbvar	NOUN
ijassa-1116	128	43	agriculture	agriculture	NOUN
ijassa-1116	128	44	0.58	0.58	NUM
ijassa-1116	128	45	midas_l1	midas_l1	NOUN
ijassa-1116	128	46	0.69	0.69	NUM
ijassa-1116	128	47	china	china	PROPN
ijassa-1116	128	48	midas_l1	midas_l1	NOUN
ijassa-1116	128	49	precmetal	precmetal	VERB
ijassa-1116	128	50	0.37	0.37	NUM
ijassa-1116	128	51	midas_l1	midas_l1	NOUN
ijassa-1116	128	52	1.40	1.40	NUM
ijassa-1116	128	53	india	india	PROPN
ijassa-1116	128	54	mfbvar	mfbvar	PROPN
ijassa-1116	128	55	agriculture	agriculture	PROPN
ijassa-1116	128	56	0.57	0.57	NUM
ijassa-1116	128	57	mfbvar	mfbvar	NOUN
ijassa-1116	128	58	0.66	0.66	NUM
ijassa-1116	128	59	argentina	argentina	PROPN
ijassa-1116	128	60	mfbvar	mfbvar	PROPN
ijassa-1116	128	61	energy	energy	PROPN
ijassa-1116	128	62	2.40	2.40	NUM
ijassa-1116	128	63	mfbvar	mfbvar	NOUN
ijassa-1116	128	64	2.46	2.46	NUM
ijassa-1116	128	65	australia	australia	PROPN
ijassa-1116	128	66	mfbvar	mfbvar	NOUN
ijassa-1116	128	67	pmi	pmi	PROPN
ijassa-1116	128	68	0.41	0.41	NUM
ijassa-1116	128	69	mfbvar	mfbvar	NOUN
ijassa-1116	128	70	0.34	0.34	NUM
ijassa-1116	128	71	brazil	brazil	PROPN
ijassa-1116	128	72	mfbvar	mfbvar	NOUN
ijassa-1116	128	73	indmetal	indmetal	VERB
ijassa-1116	128	74	0.49	0.49	NUM
ijassa-1116	128	75	midas_l1	midas_l1	NOUN
ijassa-1116	128	76	0.47	0.47	NUM
ijassa-1116	128	77	britain	britain	PROPN
ijassa-1116	128	78	midas_l1	midas_l1	PROPN
ijassa-1116	128	79	pmi	pmi	PROPN
ijassa-1116	128	80	0.52	0.52	NUM
ijassa-1116	128	81	midas_l1	midas_l1	NOUN
ijassa-1116	128	82	0.49	0.49	NUM
ijassa-1116	128	83	canada	canada	PROPN
ijassa-1116	128	84	midas_l1	midas_l1	NOUN
ijassa-1116	128	85	pmi	pmi	PROPN
ijassa-1116	128	86	0.44	0.44	NUM
ijassa-1116	128	87	mfbvar	mfbvar	NOUN
ijassa-1116	128	88	0.63	0.63	NUM
ijassa-1116	128	89	france	france	PROPN
ijassa-1116	128	90	midas_l1	midas_l1	NOUN
ijassa-1116	128	91	indmetal	indmetal	VERB
ijassa-1116	128	92	0.34	0.34	NUM
ijassa-1116	128	93	midas_l1	midas_l1	NOUN
ijassa-1116	128	94	0.53	0.53	NUM
ijassa-1116	128	95	germany	germany	PROPN
ijassa-1116	128	96	dfm	dfm	PROPN
ijassa-1116	128	97	pmi	pmi	PROPN
ijassa-1116	128	98	0.68	0.68	NUM
ijassa-1116	128	99	mfbvar	mfbvar	NOUN
ijassa-1116	128	100	0.68	0.68	NUM
ijassa-1116	128	101	indonesia	indonesia	PROPN
ijassa-1116	128	102	midas_l1	midas_l1	X
ijassa-1116	128	103	precmetal	precmetal	VERB
ijassa-1116	128	104	0.21	0.21	NUM
ijassa-1116	128	105	midas_l1	midas_l1	NOUN
ijassa-1116	128	106	0.23	0.23	NUM
ijassa-1116	128	107	italy	italy	PROPN
ijassa-1116	128	108	midas_l1	midas_l1	PROPN
ijassa-1116	128	109	energy	energy	PROPN
ijassa-1116	128	110	0.52	0.52	NUM
ijassa-1116	128	111	midas_l1	midas_l1	NOUN
ijassa-1116	128	112	0.41	0.41	NUM
ijassa-1116	128	113	japan	japan	PROPN
ijassa-1116	128	114	midas_l1	midas_l1	NOUN
ijassa-1116	128	115	indmetal	indmetal	VERB
ijassa-1116	128	116	0.63	0.63	NUM
ijassa-1116	128	117	midas_l1	midas_l1	NOUN
ijassa-1116	128	118	0.68	0.68	NUM
ijassa-1116	128	119	mexico	mexico	PROPN
ijassa-1116	128	120	mfbvar	mfbvar	NOUN
ijassa-1116	128	121	pmi	pmi	PROPN
ijassa-1116	128	122	0.84	0.84	NUM
ijassa-1116	128	123	mfbvar	mfbvar	NOUN
ijassa-1116	128	124	1.15	1.15	NUM
ijassa-1116	128	125	saudi	saudi	PROPN
ijassa-1116	128	126	arabia	arabia	PROPN
ijassa-1116	128	127	mfbvar	mfbvar	PROPN
ijassa-1116	128	128	energy	energy	NOUN
ijassa-1116	128	129	0.88	0.88	NUM
ijassa-1116	128	130	dfm	dfm	VERB
ijassa-1116	128	131	1.38	1.38	NUM
ijassa-1116	128	132	turkey	turkey	NOUN
ijassa-1116	128	133	mfbvar	mfbvar	NOUN
ijassa-1116	128	134	energy	energy	NOUN
ijassa-1116	128	135	2.03	2.03	NUM
ijassa-1116	128	136	mfbvar	mfbvar	NOUN
ijassa-1116	128	137	2.49	2.49	NUM
ijassa-1116	128	138	korea	korea	PROPN
ijassa-1116	128	139	mfbvar	mfbvar	PROPN
ijassa-1116	128	140	pmi	pmi	PROPN
ijassa-1116	128	141	0.42	0.42	NUM
ijassa-1116	128	142	mfbvar	mfbvar	NOUN
ijassa-1116	128	143	0.46	0.46	NUM
ijassa-1116	128	144	south	south	PROPN
ijassa-1116	128	145	africa	africa	PROPN
ijassa-1116	128	146	midas_l1	midas_l1	PROPN
ijassa-1116	128	147	agriculture	agriculture	PROPN
ijassa-1116	128	148	0.43	0.43	NUM
ijassa-1116	128	149	midas_l1	midas_l1	NOUN
ijassa-1116	128	150	0.70	0.70	NUM
ijassa-1116	128	151	comparing	compare	VERB
ijassa-1116	128	152	the	the	DET
ijassa-1116	128	153	results	result	NOUN
ijassa-1116	128	154	from	from	ADP
ijassa-1116	128	155	the	the	DET
ijassa-1116	128	156	two	two	NUM
ijassa-1116	128	157	previous	previous	ADJ
ijassa-1116	128	158	tables	table	NOUN
ijassa-1116	128	159	is	be	AUX
ijassa-1116	128	160	the	the	DET
ijassa-1116	128	161	most	most	ADV
ijassa-1116	128	162	interesting	interesting	ADJ
ijassa-1116	128	163	.	.	PUNCT
ijassa-1116	129	1	this	this	DET
ijassa-1116	129	2	approach	approach	NOUN
ijassa-1116	129	3	actually	actually	ADV
ijassa-1116	129	4	allows	allow	VERB
ijassa-1116	129	5	us	we	PRON
ijassa-1116	129	6	to	to	PART
ijassa-1116	129	7	draw	draw	VERB
ijassa-1116	129	8	meaningful	meaningful	ADJ
ijassa-1116	129	9	conclusions	conclusion	NOUN
ijassa-1116	129	10	about	about	ADP
ijassa-1116	129	11	how	how	SCONJ
ijassa-1116	129	12	radically	radically	ADV
ijassa-1116	129	13	the	the	DET
ijassa-1116	129	14	mechanisms	mechanism	NOUN
ijassa-1116	129	15	that	that	PRON
ijassa-1116	129	16	determine	determine	VERB
ijassa-1116	129	17	a	a	DET
ijassa-1116	129	18	significant	significant	ADJ
ijassa-1116	129	19	part	part	NOUN
ijassa-1116	129	20	of	of	ADP
ijassa-1116	129	21	the	the	DET
ijassa-1116	129	22	economic	economic	ADJ
ijassa-1116	129	23	growth	growth	NOUN
ijassa-1116	129	24	of	of	ADP
ijassa-1116	129	25	the	the	DET
ijassa-1116	129	26	world	world	NOUN
ijassa-1116	129	27	's	's	PART
ijassa-1116	129	28	largest	large	ADJ
ijassa-1116	129	29	economies	economy	NOUN
ijassa-1116	129	30	have	have	AUX
ijassa-1116	129	31	changed	change	VERB
ijassa-1116	129	32	.	.	PUNCT
ijassa-1116	130	1	all	all	DET
ijassa-1116	130	2	countries	country	NOUN
ijassa-1116	130	3	can	can	AUX
ijassa-1116	130	4	be	be	AUX
ijassa-1116	130	5	divided	divide	VERB
ijassa-1116	130	6	into	into	ADP
ijassa-1116	130	7	three	three	NUM
ijassa-1116	130	8	groups	group	NOUN
ijassa-1116	130	9	depending	depend	VERB
ijassa-1116	130	10	on	on	ADP
ijassa-1116	130	11	what	what	DET
ijassa-1116	130	12	composition	composition	NOUN
ijassa-1116	130	13	of	of	ADP
ijassa-1116	130	14	factors	factor	NOUN
ijassa-1116	130	15	is	be	AUX
ijassa-1116	130	16	used	use	VERB
ijassa-1116	130	17	,	,	PUNCT
ijassa-1116	130	18	and	and	CCONJ
ijassa-1116	130	19	whether	whether	SCONJ
ijassa-1116	130	20	this	this	DET
ijassa-1116	130	21	composition	composition	NOUN
ijassa-1116	130	22	of	of	ADP
ijassa-1116	130	23	factors	factor	NOUN
ijassa-1116	130	24	changes	change	NOUN
ijassa-1116	130	25	in	in	ADP
ijassa-1116	130	26	models	model	NOUN
ijassa-1116	130	27	with	with	ADP
ijassa-1116	130	28	and	and	CCONJ
ijassa-1116	130	29	without	without	ADP
ijassa-1116	130	30	2020	2020	NUM
ijassa-1116	130	31	.	.	PUNCT
ijassa-1116	131	1	the	the	DET
ijassa-1116	131	2	first	first	ADJ
ijassa-1116	131	3	group	group	NOUN
ijassa-1116	131	4	of	of	ADP
ijassa-1116	131	5	countries	country	NOUN
ijassa-1116	131	6	includes	include	VERB
ijassa-1116	131	7	australia	australia	PROPN
ijassa-1116	131	8	,	,	PUNCT
ijassa-1116	131	9	brazil	brazil	PROPN
ijassa-1116	131	10	,	,	PUNCT
ijassa-1116	131	11	the	the	DET
ijassa-1116	131	12	uk	uk	PROPN
ijassa-1116	131	13	and	and	CCONJ
ijassa-1116	131	14	germany	germany	PROPN
ijassa-1116	131	15	.	.	PUNCT
ijassa-1116	132	1	the	the	DET
ijassa-1116	132	2	most	most	ADV
ijassa-1116	132	3	working	work	VERB
ijassa-1116	132	4	models	model	NOUN
ijassa-1116	132	5	for	for	ADP
ijassa-1116	132	6	these	these	DET
ijassa-1116	132	7	countries	country	NOUN
ijassa-1116	132	8	both	both	CCONJ
ijassa-1116	132	9	without	without	ADP
ijassa-1116	132	10	and	and	CCONJ
ijassa-1116	132	11	taking	take	VERB
ijassa-1116	132	12	into	into	ADP
ijassa-1116	132	13	account	account	NOUN
ijassa-1116	132	14	2020	2020	NUM
ijassa-1116	132	15	include	include	VERB
ijassa-1116	132	16	all	all	DET
ijassa-1116	132	17	variables	variable	NOUN
ijassa-1116	132	18	.	.	PUNCT
ijassa-1116	133	1	the	the	DET
ijassa-1116	133	2	second	second	ADJ
ijassa-1116	133	3	group	group	NOUN
ijassa-1116	133	4	of	of	ADP
ijassa-1116	133	5	countries	country	NOUN
ijassa-1116	133	6	includes	include	VERB
ijassa-1116	133	7	the	the	DET
ijassa-1116	133	8	usa	usa	PROPN
ijassa-1116	133	9	,	,	PUNCT
ijassa-1116	133	10	canada	canada	PROPN
ijassa-1116	133	11	,	,	PUNCT
ijassa-1116	133	12	france	france	PROPN
ijassa-1116	133	13	,	,	PUNCT
ijassa-1116	133	14	indonesia	indonesia	PROPN
ijassa-1116	133	15	,	,	PUNCT
ijassa-1116	133	16	saudi	saudi	PROPN
ijassa-1116	133	17	arabia	arabia	PROPN
ijassa-1116	133	18	,	,	PUNCT
ijassa-1116	133	19	turkey	turkey	PROPN
ijassa-1116	133	20	and	and	CCONJ
ijassa-1116	133	21	south	south	PROPN
ijassa-1116	133	22	africa	africa	PROPN
ijassa-1116	133	23	.	.	PUNCT
ijassa-1116	134	1	the	the	DET
ijassa-1116	134	2	most	most	ADV
ijassa-1116	134	3	working	work	VERB
ijassa-1116	134	4	models	model	NOUN
ijassa-1116	134	5	for	for	ADP
ijassa-1116	134	6	these	these	DET
ijassa-1116	134	7	countries	country	NOUN
ijassa-1116	134	8	contain	contain	VERB
ijassa-1116	134	9	only	only	ADV
ijassa-1116	134	10	one	one	NUM
ijassa-1116	134	11	group	group	NOUN
ijassa-1116	134	12	of	of	ADP
ijassa-1116	134	13	variables	variable	NOUN
ijassa-1116	134	14	,	,	PUNCT
ijassa-1116	134	15	regardless	regardless	ADV
ijassa-1116	134	16	of	of	ADP
ijassa-1116	134	17	whether	whether	SCONJ
ijassa-1116	134	18	2020	2020	NUM
ijassa-1116	134	19	is	be	AUX
ijassa-1116	134	20	included	include	VERB
ijassa-1116	134	21	in	in	ADP
ijassa-1116	134	22	the	the	DET
ijassa-1116	134	23	models	model	NOUN
ijassa-1116	134	24	.	.	PUNCT
ijassa-1116	135	1	for	for	ADP
ijassa-1116	135	2	the	the	DET
ijassa-1116	135	3	us	us	PROPN
ijassa-1116	135	4	and	and	CCONJ
ijassa-1116	135	5	france	france	PROPN
ijassa-1116	135	6	,	,	PUNCT
ijassa-1116	135	7	industrial	industrial	ADJ
ijassa-1116	135	8	metal	metal	NOUN
ijassa-1116	135	9	prices	price	NOUN
ijassa-1116	135	10	are	be	AUX
ijassa-1116	135	11	the	the	DET
ijassa-1116	135	12	best	good	ADJ
ijassa-1116	135	13	leading	lead	VERB
ijassa-1116	135	14	indicators	indicator	NOUN
ijassa-1116	135	15	.	.	PUNCT
ijassa-1116	136	1	for	for	ADP
ijassa-1116	136	2	saudi	saudi	PROPN
ijassa-1116	136	3	arabia	arabia	PROPN
ijassa-1116	136	4	and	and	CCONJ
ijassa-1116	136	5	turkey	turkey	NOUN
ijassa-1116	136	6	,	,	PUNCT
ijassa-1116	136	7	prices	price	NOUN
ijassa-1116	136	8	for	for	ADP
ijassa-1116	136	9	energy	energy	NOUN
ijassa-1116	136	10	products	product	NOUN
ijassa-1116	136	11	.	.	PUNCT
ijassa-1116	137	1	that	that	PRON
ijassa-1116	137	2	is	is	ADV
ijassa-1116	137	3	,	,	PUNCT
ijassa-1116	137	4	a	a	DET
ijassa-1116	137	5	factor	factor	NOUN
ijassa-1116	137	6	that	that	PRON
ijassa-1116	137	7	is	be	AUX
ijassa-1116	137	8	a	a	DET
ijassa-1116	137	9	good	good	ADJ
ijassa-1116	137	10	leading	lead	VERB
ijassa-1116	137	11	indicator	indicator	NOUN
ijassa-1116	137	12	can	can	AUX
ijassa-1116	137	13	be	be	AUX
ijassa-1116	137	14	both	both	CCONJ
ijassa-1116	137	15	the	the	DET
ijassa-1116	137	16	main	main	ADJ
ijassa-1116	137	17	export	export	NOUN
ijassa-1116	137	18	product	product	NOUN
ijassa-1116	137	19	and	and	CCONJ
ijassa-1116	137	20	the	the	DET
ijassa-1116	137	21	product	product	NOUN
ijassa-1116	137	22	on	on	ADP
ijassa-1116	137	23	whose	whose	DET
ijassa-1116	137	24	import	import	NOUN
ijassa-1116	137	25	the	the	DET
ijassa-1116	137	26	economy	economy	NOUN
ijassa-1116	137	27	is	be	AUX
ijassa-1116	137	28	critically	critically	ADV
ijassa-1116	137	29	dependent	dependent	ADJ
ijassa-1116	137	30	.	.	PUNCT
ijassa-1116	138	1	finally	finally	ADV
ijassa-1116	138	2	,	,	PUNCT
ijassa-1116	138	3	the	the	DET
ijassa-1116	138	4	third	third	ADJ
ijassa-1116	138	5	group	group	NOUN
ijassa-1116	138	6	includes	include	VERB
ijassa-1116	138	7	russia	russia	PROPN
ijassa-1116	138	8	,	,	PUNCT
ijassa-1116	138	9	china	china	PROPN
ijassa-1116	138	10	,	,	PUNCT
ijassa-1116	138	11	india	india	PROPN
ijassa-1116	138	12	,	,	PUNCT
ijassa-1116	138	13	argentina	argentina	PROPN
ijassa-1116	138	14	,	,	PUNCT
ijassa-1116	138	15	italy	italy	PROPN
ijassa-1116	138	16	,	,	PUNCT
ijassa-1116	138	17	japan	japan	PROPN
ijassa-1116	138	18	,	,	PUNCT
ijassa-1116	138	19	mexico	mexico	PROPN
ijassa-1116	138	20	and	and	CCONJ
ijassa-1116	138	21	korea	korea	PROPN
ijassa-1116	138	22	.	.	PUNCT
ijassa-1116	139	1	for	for	ADP
ijassa-1116	139	2	them	they	PRON
ijassa-1116	139	3	,	,	PUNCT
ijassa-1116	139	4	models	model	NOUN
ijassa-1116	139	5	with	with	ADP
ijassa-1116	139	6	the	the	DET
ijassa-1116	139	7	addition	addition	NOUN
ijassa-1116	139	8	of	of	ADP
ijassa-1116	139	9	data	datum	NOUN
ijassa-1116	139	10	for	for	ADP
ijassa-1116	139	11	2020	2020	NUM
ijassa-1116	139	12	differ	differ	VERB
ijassa-1116	139	13	significantly	significantly	ADV
ijassa-1116	139	14	from	from	ADP
ijassa-1116	139	15	models	model	NOUN
ijassa-1116	139	16	without	without	ADP
ijassa-1116	139	17	this	this	DET
ijassa-1116	139	18	period	period	NOUN
ijassa-1116	139	19	.	.	PUNCT
ijassa-1116	140	1	almost	almost	ADV
ijassa-1116	140	2	all	all	PRON
ijassa-1116	140	3	of	of	ADP
ijassa-1116	140	4	these	these	DET
ijassa-1116	140	5	countries	country	NOUN
ijassa-1116	140	6	(	(	PUNCT
ijassa-1116	140	7	the	the	DET
ijassa-1116	140	8	only	only	ADJ
ijassa-1116	140	9	exceptions	exception	NOUN
ijassa-1116	140	10	are	be	AUX
ijassa-1116	140	11	italy	italy	PROPN
ijassa-1116	140	12	and	and	CCONJ
ijassa-1116	140	13	india	india	PROPN
ijassa-1116	140	14	,	,	PUNCT
ijassa-1116	140	15	which	which	PRON
ijassa-1116	140	16	at	at	ADP
ijassa-1116	140	17	different	different	ADJ
ijassa-1116	140	18	times	time	NOUN
ijassa-1116	140	19	experienced	experience	VERB
ijassa-1116	140	20	a	a	DET
ijassa-1116	140	21	very	very	ADV
ijassa-1116	140	22	strong	strong	ADJ
ijassa-1116	140	23	shock	shock	NOUN
ijassa-1116	140	24	from	from	ADP
ijassa-1116	140	25	the	the	DET
ijassa-1116	140	26	spread	spread	NOUN
ijassa-1116	140	27	of	of	ADP
ijassa-1116	140	28	the	the	DET
ijassa-1116	140	29	coronavirus	coronavirus	NOUN
ijassa-1116	140	30	)	)	PUNCT
ijassa-1116	140	31	have	have	VERB
ijassa-1116	140	32	the	the	DET
ijassa-1116	140	33	same	same	ADJ
ijassa-1116	140	34	trend	trend	NOUN
ijassa-1116	140	35	.	.	PUNCT
ijassa-1116	141	1	with	with	ADP
ijassa-1116	141	2	the	the	DET
ijassa-1116	141	3	addition	addition	NOUN
ijassa-1116	141	4	of	of	ADP
ijassa-1116	141	5	the	the	DET
ijassa-1116	141	6	2020	2020	NUM
ijassa-1116	141	7	data	datum	NOUN
ijassa-1116	141	8	,	,	PUNCT
ijassa-1116	141	9	the	the	DET
ijassa-1116	141	10	model	model	NOUN
ijassa-1116	141	11	that	that	PRON
ijassa-1116	141	12	used	use	VERB
ijassa-1116	141	13	only	only	ADV
ijassa-1116	141	14	one	one	NUM
ijassa-1116	141	15	group	group	NOUN
ijassa-1116	141	16	of	of	ADP
ijassa-1116	141	17	indicators	indicator	NOUN
ijassa-1116	141	18	changes	change	VERB
ijassa-1116	141	19	to	to	ADP
ijassa-1116	141	20	a	a	DET
ijassa-1116	141	21	model	model	NOUN
ijassa-1116	141	22	that	that	PRON
ijassa-1116	141	23	includes	include	VERB
ijassa-1116	141	24	all	all	DET
ijassa-1116	141	25	groups	group	NOUN
ijassa-1116	141	26	of	of	ADP
ijassa-1116	141	27	factors	factor	NOUN
ijassa-1116	141	28	.	.	PUNCT
ijassa-1116	142	1	it	it	PRON
ijassa-1116	142	2	seems	seem	VERB
ijassa-1116	142	3	to	to	ADP
ijassa-1116	142	4	us	we	PRON
ijassa-1116	142	5	that	that	SCONJ
ijassa-1116	142	6	this	this	PRON
ijassa-1116	142	7	is	be	AUX
ijassa-1116	142	8	a	a	DET
ijassa-1116	142	9	rather	rather	ADV
ijassa-1116	142	10	significant	significant	ADJ
ijassa-1116	142	11	effect	effect	NOUN
ijassa-1116	142	12	associated	associate	VERB
ijassa-1116	142	13	with	with	ADP
ijassa-1116	142	14	the	the	DET
ijassa-1116	142	15	crisis	crisis	NOUN
ijassa-1116	142	16	events	event	NOUN
ijassa-1116	142	17	of	of	ADP
ijassa-1116	142	18	2020	2020	NUM
ijassa-1116	142	19	.	.	PUNCT
ijassa-1116	143	1	during	during	ADP
ijassa-1116	143	2	this	this	DET
ijassa-1116	143	3	period	period	NOUN
ijassa-1116	143	4	,	,	PUNCT
ijassa-1116	143	5	the	the	DET
ijassa-1116	143	6	interrelationships	interrelationship	NOUN
ijassa-1116	143	7	in	in	ADP
ijassa-1116	143	8	the	the	DET
ijassa-1116	143	9	economy	economy	NOUN
ijassa-1116	143	10	become	become	VERB
ijassa-1116	143	11	more	more	ADV
ijassa-1116	143	12	complex	complex	ADJ
ijassa-1116	143	13	,	,	PUNCT
ijassa-1116	143	14	and	and	CCONJ
ijassa-1116	143	15	it	it	PRON
ijassa-1116	143	16	is	be	AUX
ijassa-1116	143	17	impossible	impossible	ADJ
ijassa-1116	143	18	to	to	PART
ijassa-1116	143	19	say	say	VERB
ijassa-1116	143	20	in	in	ADP
ijassa-1116	143	21	advance	advance	NOUN
ijassa-1116	143	22	which	which	DET
ijassa-1116	143	23	variable	variable	NOUN
ijassa-1116	143	24	will	will	AUX
ijassa-1116	143	25	make	make	VERB
ijassa-1116	143	26	the	the	DET
ijassa-1116	143	27	greatest	great	ADJ
ijassa-1116	143	28	contribution	contribution	NOUN
ijassa-1116	143	29	.	.	PUNCT
ijassa-1116	144	1	therefore	therefore	ADV
ijassa-1116	144	2	,	,	PUNCT
ijassa-1116	144	3	models	model	NOUN
ijassa-1116	144	4	that	that	PRON
ijassa-1116	144	5	take	take	VERB
ijassa-1116	144	6	into	into	ADP
ijassa-1116	144	7	account	account	NOUN
ijassa-1116	144	8	all	all	DET
ijassa-1116	144	9	the	the	DET
ijassa-1116	144	10	analyzed	analyze	VERB
ijassa-1116	144	11	factors	factor	NOUN
ijassa-1116	144	12	begin	begin	VERB
ijassa-1116	144	13	to	to	PART
ijassa-1116	144	14	work	work	VERB
ijassa-1116	144	15	more	more	ADV
ijassa-1116	144	16	accurately	accurately	ADV
ijassa-1116	144	17	.	.	PUNCT
ijassa-1116	145	1	nowcasting	nowcaste	VERB
ijassa-1116	145	2	gdp	gdp	NOUN
ijassa-1116	145	3	of	of	ADP
ijassa-1116	145	4	major	major	ADJ
ijassa-1116	145	5	economies	economy	NOUN
ijassa-1116	145	6	during	during	ADP
ijassa-1116	145	7	the	the	DET
ijassa-1116	145	8	crisis	crisis	NOUN
ijassa-1116	145	9	:	:	PUNCT
ijassa-1116	145	10	does	do	VERB
ijassa-1116	145	11	energy	energy	NOUN
ijassa-1116	145	12	matter	matter	NOUN
ijassa-1116	145	13	?	?	PUNCT
ijassa-1116	146	1	97	97	NUM
ijassa-1116	146	2	copyright	copyright	NOUN
ijassa-1116	146	3	©	©	PROPN
ijassa-1116	146	4	2023	2023	NUM
ijassa-1116	146	5	assa	assa	NOUN
ijassa-1116	146	6	.	.	PUNCT
ijassa-1116	147	1	adv	adv	PROPN
ijassa-1116	147	2	.	.	PUNCT
ijassa-1116	148	1	in	in	ADP
ijassa-1116	148	2	systems	system	NOUN
ijassa-1116	148	3	science	science	NOUN
ijassa-1116	148	4	and	and	CCONJ
ijassa-1116	148	5	appl	appl	NOUN
ijassa-1116	148	6	.	.	PUNCT
ijassa-1116	149	1	(	(	PUNCT
ijassa-1116	149	2	2023	2023	NUM
ijassa-1116	149	3	)	)	PUNCT
ijassa-1116	149	4	table	table	NOUN
ijassa-1116	149	5	4.3	4.3	NUM
ijassa-1116	149	6	present	present	NOUN
ijassa-1116	149	7	the	the	DET
ijassa-1116	149	8	mean	mean	NOUN
ijassa-1116	149	9	mae	mae	PROPN
ijassa-1116	149	10	for	for	ADP
ijassa-1116	149	11	all	all	DET
ijassa-1116	149	12	the	the	DET
ijassa-1116	149	13	models	model	NOUN
ijassa-1116	149	14	and	and	CCONJ
ijassa-1116	149	15	predictor	predictor	NOUN
ijassa-1116	149	16	groups	group	NOUN
ijassa-1116	149	17	with	with	ADP
ijassa-1116	149	18	and	and	CCONJ
ijassa-1116	149	19	without	without	ADP
ijassa-1116	149	20	2020	2020	NUM
ijassa-1116	149	21	.	.	PUNCT
ijassa-1116	150	1	in	in	ADP
ijassa-1116	150	2	both	both	DET
ijassa-1116	150	3	cases	case	NOUN
ijassa-1116	150	4	the	the	DET
ijassa-1116	150	5	best	good	ADJ
ijassa-1116	150	6	nowcasting	nowcasting	NOUN
ijassa-1116	150	7	quality	quality	NOUN
ijassa-1116	150	8	is	be	AUX
ijassa-1116	150	9	obtained	obtain	VERB
ijassa-1116	150	10	using	use	VERB
ijassa-1116	150	11	mfbvar	mfbvar	NOUN
ijassa-1116	150	12	and	and	CCONJ
ijassa-1116	150	13	in	in	ADP
ijassa-1116	150	14	both	both	DET
ijassa-1116	150	15	cases	case	NOUN
ijassa-1116	150	16	the	the	DET
ijassa-1116	150	17	best	good	ADJ
ijassa-1116	150	18	indicator	indicator	NOUN
ijassa-1116	150	19	group	group	NOUN
ijassa-1116	150	20	is	be	AUX
ijassa-1116	150	21	energy	energy	NOUN
ijassa-1116	150	22	commodities	commodity	NOUN
ijassa-1116	150	23	prices	price	NOUN
ijassa-1116	150	24	.	.	PUNCT
ijassa-1116	151	1	however	however	ADV
ijassa-1116	151	2	,	,	PUNCT
ijassa-1116	151	3	for	for	ADP
ijassa-1116	151	4	the	the	DET
ijassa-1116	151	5	whole	whole	ADJ
ijassa-1116	151	6	sample	sample	NOUN
ijassa-1116	151	7	mfbvar	mfbvar	NOUN
ijassa-1116	151	8	with	with	ADP
ijassa-1116	151	9	all	all	DET
ijassa-1116	151	10	the	the	DET
ijassa-1116	151	11	indicators	indicator	NOUN
ijassa-1116	151	12	performs	perform	VERB
ijassa-1116	151	13	better	well	ADJ
ijassa-1116	151	14	.	.	PUNCT
ijassa-1116	152	1	table	table	NOUN
ijassa-1116	152	2	4.3	4.3	NUM
ijassa-1116	152	3	.	.	PUNCT
ijassa-1116	153	1	average	average	ADJ
ijassa-1116	153	2	errors	error	NOUN
ijassa-1116	153	3	(	(	PUNCT
ijassa-1116	153	4	mae	mae	PROPN
ijassa-1116	153	5	)	)	PUNCT
ijassa-1116	153	6	across	across	ADP
ijassa-1116	153	7	all	all	DET
ijassa-1116	153	8	country	country	NOUN
ijassa-1116	153	9	models	model	NOUN
ijassa-1116	153	10	,	,	PUNCT
ijassa-1116	153	11	%	%	INTJ
ijassa-1116	153	12	gdp	gdp	NOUN
ijassa-1116	153	13	energy	energy	PROPN
ijassa-1116	153	14	pmi	pmi	PROPN
ijassa-1116	153	15	precmetal	precmetal	NOUN
ijassa-1116	153	16	indmetal	indmetal	NOUN
ijassa-1116	153	17	agriculture	agriculture	NOUN
ijassa-1116	153	18	all	all	DET
ijassa-1116	153	19	indicators	indicator	NOUN
ijassa-1116	153	20	all	all	DET
ijassa-1116	153	21	time	time	NOUN
ijassa-1116	153	22	mfbvar	mfbvar	NOUN
ijassa-1116	153	23	2.66	2.66	NUM
ijassa-1116	153	24	3.34	3.34	NUM
ijassa-1116	153	25	3.13	3.13	NUM
ijassa-1116	153	26	2.76	2.76	NUM
ijassa-1116	153	27	4.38	4.38	NUM
ijassa-1116	153	28	2.37	2.37	NUM
ijassa-1116	153	29	dfm	dfm	VERB
ijassa-1116	153	30	2.96	2.96	NUM
ijassa-1116	153	31	2.74	2.74	NUM
ijassa-1116	153	32	3.10	3.10	NUM
ijassa-1116	153	33	3.03	3.03	NUM
ijassa-1116	153	34	3.07	3.07	NUM
ijassa-1116	153	35	3.02	3.02	NUM
ijassa-1116	153	36	midas_l1	midas_l1	NOUN
ijassa-1116	153	37	3.03	3.03	NUM
ijassa-1116	153	38	3.30	3.30	NUM
ijassa-1116	153	39	3.23	3.23	NUM
ijassa-1116	153	40	3.36	3.36	NUM
ijassa-1116	153	41	3.23	3.23	NUM
ijassa-1116	153	42	2.55	2.55	NUM
ijassa-1116	153	43	without	without	ADP
ijassa-1116	153	44	2020	2020	NUM
ijassa-1116	153	45	mfbvar	mfbvar	NOUN
ijassa-1116	153	46	1.14	1.14	NUM
ijassa-1116	153	47	1.26	1.26	NUM
ijassa-1116	153	48	1.29	1.29	NUM
ijassa-1116	153	49	1.16	1.16	NUM
ijassa-1116	153	50	1.23	1.23	NUM
ijassa-1116	153	51	1.17	1.17	NUM
ijassa-1116	153	52	dfm	dfm	NOUN
ijassa-1116	153	53	1.63	1.63	NUM
ijassa-1116	153	54	1.54	1.54	NUM
ijassa-1116	153	55	1.66	1.66	NUM
ijassa-1116	153	56	1.61	1.61	NUM
ijassa-1116	153	57	1.64	1.64	NUM
ijassa-1116	153	58	1.62	1.62	NUM
ijassa-1116	153	59	midas_l1	midas_l1	NOUN
ijassa-1116	153	60	1.63	1.63	NUM
ijassa-1116	153	61	1.94	1.94	NUM
ijassa-1116	153	62	2.12	2.12	NUM
ijassa-1116	153	63	1.95	1.95	NUM
ijassa-1116	153	64	1.70	1.70	NUM
ijassa-1116	153	65	1.17	1.17	NUM
ijassa-1116	153	66	5	5	NUM
ijassa-1116	153	67	.	.	PUNCT
ijassa-1116	153	68	conclusion	conclusion	NOUN
ijassa-1116	153	69	in	in	ADP
ijassa-1116	153	70	this	this	DET
ijassa-1116	153	71	article	article	NOUN
ijassa-1116	153	72	we	we	PRON
ijassa-1116	153	73	compare	compare	VERB
ijassa-1116	153	74	the	the	DET
ijassa-1116	153	75	accuracy	accuracy	NOUN
ijassa-1116	153	76	on	on	ADP
ijassa-1116	153	77	nowcasts	nowcast	NOUN
ijassa-1116	153	78	obtained	obtain	VERB
ijassa-1116	153	79	with	with	ADP
ijassa-1116	153	80	different	different	ADJ
ijassa-1116	153	81	models	model	NOUN
ijassa-1116	153	82	and	and	CCONJ
ijassa-1116	153	83	different	different	ADJ
ijassa-1116	153	84	sets	set	NOUN
ijassa-1116	153	85	of	of	ADP
ijassa-1116	153	86	indicators	indicator	NOUN
ijassa-1116	153	87	used	use	VERB
ijassa-1116	153	88	as	as	ADP
ijassa-1116	153	89	predictors	predictor	NOUN
ijassa-1116	153	90	for	for	ADP
ijassa-1116	153	91	a	a	DET
ijassa-1116	153	92	set	set	NOUN
ijassa-1116	153	93	of	of	ADP
ijassa-1116	153	94	19	19	NUM
ijassa-1116	153	95	major	major	ADJ
ijassa-1116	153	96	economies	economy	NOUN
ijassa-1116	153	97	.	.	PUNCT
ijassa-1116	154	1	we	we	PRON
ijassa-1116	154	2	compare	compare	VERB
ijassa-1116	154	3	the	the	DET
ijassa-1116	154	4	performance	performance	NOUN
ijassa-1116	154	5	of	of	ADP
ijassa-1116	154	6	mixed	mixed	ADJ
ijassa-1116	154	7	-	-	PUNCT
ijassa-1116	154	8	frequency	frequency	NOUN
ijassa-1116	154	9	bayesian	bayesian	NOUN
ijassa-1116	154	10	var	var	NOUN
ijassa-1116	154	11	models	model	NOUN
ijassa-1116	154	12	,	,	PUNCT
ijassa-1116	154	13	dynamic	dynamic	ADJ
ijassa-1116	154	14	factor	factor	NOUN
ijassa-1116	154	15	models	model	NOUN
ijassa-1116	154	16	and	and	CCONJ
ijassa-1116	154	17	unrestricted	unrestricted	ADJ
ijassa-1116	154	18	midas	midas	PROPN
ijassa-1116	154	19	models	model	NOUN
ijassa-1116	154	20	with	with	ADP
ijassa-1116	154	21	l1	l1	PROPN
ijassa-1116	154	22	regularization	regularization	NOUN
ijassa-1116	154	23	.	.	PUNCT
ijassa-1116	155	1	we	we	PRON
ijassa-1116	155	2	test	test	VERB
ijassa-1116	155	3	different	different	ADJ
ijassa-1116	155	4	groups	group	NOUN
ijassa-1116	155	5	of	of	ADP
ijassa-1116	155	6	commodity	commodity	NOUN
ijassa-1116	155	7	prices	price	NOUN
ijassa-1116	155	8	as	as	ADP
ijassa-1116	155	9	possible	possible	ADJ
ijassa-1116	155	10	predictors	predictor	NOUN
ijassa-1116	155	11	:	:	PUNCT
ijassa-1116	155	12	energy	energy	NOUN
ijassa-1116	155	13	indicators	indicator	NOUN
ijassa-1116	155	14	,	,	PUNCT
ijassa-1116	155	15	agricultural	agricultural	ADJ
ijassa-1116	155	16	commodities	commodity	NOUN
ijassa-1116	155	17	,	,	PUNCT
ijassa-1116	155	18	precious	precious	ADJ
ijassa-1116	155	19	metals	metal	NOUN
ijassa-1116	155	20	and	and	CCONJ
ijassa-1116	155	21	industrial	industrial	ADJ
ijassa-1116	155	22	metals	metal	NOUN
ijassa-1116	155	23	prices	price	NOUN
ijassa-1116	155	24	.	.	PUNCT
ijassa-1116	156	1	we	we	PRON
ijassa-1116	156	2	found	find	VERB
ijassa-1116	156	3	that	that	SCONJ
ijassa-1116	156	4	energy	energy	NOUN
ijassa-1116	156	5	really	really	ADV
ijassa-1116	156	6	matters	matter	VERB
ijassa-1116	156	7	in	in	ADP
ijassa-1116	156	8	nowcasting	nowcasting	NOUN
ijassa-1116	156	9	tasks	task	NOUN
ijassa-1116	156	10	:	:	PUNCT
ijassa-1116	156	11	especially	especially	ADV
ijassa-1116	156	12	for	for	ADP
ijassa-1116	156	13	non	non	ADJ
ijassa-1116	156	14	-	-	ADJ
ijassa-1116	156	15	diversified	diversified	ADJ
ijassa-1116	156	16	economies	economy	NOUN
ijassa-1116	156	17	and	and	CCONJ
ijassa-1116	156	18	during	during	ADP
ijassa-1116	156	19	stable	stable	ADJ
ijassa-1116	156	20	periods	period	NOUN
ijassa-1116	156	21	of	of	ADP
ijassa-1116	156	22	time	time	NOUN
ijassa-1116	156	23	.	.	PUNCT
ijassa-1116	157	1	energy	energy	NOUN
ijassa-1116	157	2	commodities	commodity	NOUN
ijassa-1116	157	3	prices	price	NOUN
ijassa-1116	157	4	used	use	VERB
ijassa-1116	157	5	as	as	ADP
ijassa-1116	157	6	predictors	predictor	NOUN
ijassa-1116	157	7	for	for	ADP
ijassa-1116	157	8	nowcasting	nowcasting	NOUN
ijassa-1116	157	9	models	model	NOUN
ijassa-1116	157	10	yield	yield	VERB
ijassa-1116	157	11	lower	low	ADJ
ijassa-1116	157	12	mean	mean	ADJ
ijassa-1116	157	13	nowcasting	nowcaste	VERB
ijassa-1116	157	14	errors	error	NOUN
ijassa-1116	157	15	than	than	ADP
ijassa-1116	157	16	any	any	DET
ijassa-1116	157	17	other	other	ADJ
ijassa-1116	157	18	group	group	NOUN
ijassa-1116	157	19	of	of	ADP
ijassa-1116	157	20	indicators	indicator	NOUN
ijassa-1116	157	21	,	,	PUNCT
ijassa-1116	157	22	including	include	VERB
ijassa-1116	157	23	widely	widely	ADV
ijassa-1116	157	24	-	-	PUNCT
ijassa-1116	157	25	used	use	VERB
ijassa-1116	157	26	pmis	pmis	NOUN
ijassa-1116	157	27	.	.	PUNCT
ijassa-1116	158	1	we	we	PRON
ijassa-1116	158	2	also	also	ADV
ijassa-1116	158	3	found	find	VERB
ijassa-1116	158	4	that	that	SCONJ
ijassa-1116	158	5	mixed	mixed	ADJ
ijassa-1116	158	6	-	-	PUNCT
ijassa-1116	158	7	frequency	frequency	NOUN
ijassa-1116	158	8	bayesian	bayesian	NOUN
ijassa-1116	158	9	vars	var	NOUN
ijassa-1116	158	10	tend	tend	VERB
ijassa-1116	158	11	to	to	PART
ijassa-1116	158	12	have	have	VERB
ijassa-1116	158	13	the	the	DET
ijassa-1116	158	14	highest	high	ADJ
ijassa-1116	158	15	accuracy	accuracy	NOUN
ijassa-1116	158	16	in	in	ADP
ijassa-1116	158	17	most	most	ADJ
ijassa-1116	158	18	of	of	ADP
ijassa-1116	158	19	the	the	DET
ijassa-1116	158	20	cases	case	NOUN
ijassa-1116	158	21	analyzed	analyze	VERB
ijassa-1116	158	22	.	.	PUNCT
ijassa-1116	159	1	acknowledgements	acknowledgement	NOUN
ijassa-1116	159	2	the	the	DET
ijassa-1116	159	3	article	article	NOUN
ijassa-1116	159	4	was	be	AUX
ijassa-1116	159	5	prepared	prepare	VERB
ijassa-1116	159	6	within	within	ADP
ijassa-1116	159	7	the	the	DET
ijassa-1116	159	8	project	project	NOUN
ijassa-1116	159	9	"	"	PUNCT
ijassa-1116	159	10	post	post	ADJ
ijassa-1116	159	11	-	-	ADJ
ijassa-1116	159	12	crisis	crisis	ADJ
ijassa-1116	159	13	world	world	NOUN
ijassa-1116	159	14	order	order	NOUN
ijassa-1116	159	15	:	:	PUNCT
ijassa-1116	159	16	challenges	challenge	NOUN
ijassa-1116	159	17	and	and	CCONJ
ijassa-1116	159	18	technologies	technology	NOUN
ijassa-1116	159	19	,	,	PUNCT
ijassa-1116	159	20	competition	competition	NOUN
ijassa-1116	159	21	and	and	CCONJ
ijassa-1116	159	22	cooperation	cooperation	NOUN
ijassa-1116	159	23	"	"	PUNCT
ijassa-1116	159	24	supported	support	VERB
ijassa-1116	159	25	by	by	ADP
ijassa-1116	159	26	the	the	DET
ijassa-1116	159	27	grant	grant	NOUN
ijassa-1116	159	28	from	from	ADP
ijassa-1116	159	29	ministry	ministry	PROPN
ijassa-1116	159	30	of	of	ADP
ijassa-1116	159	31	science	science	PROPN
ijassa-1116	159	32	and	and	CCONJ
ijassa-1116	159	33	higher	high	ADJ
ijassa-1116	159	34	education	education	NOUN
ijassa-1116	159	35	of	of	ADP
ijassa-1116	159	36	the	the	DET
ijassa-1116	159	37	russian	russian	PROPN
ijassa-1116	159	38	federation	federation	PROPN
ijassa-1116	159	39	program	program	NOUN
ijassa-1116	159	40	for	for	ADP
ijassa-1116	159	41	research	research	NOUN
ijassa-1116	159	42	projects	project	NOUN
ijassa-1116	159	43	in	in	ADP
ijassa-1116	159	44	priority	priority	NOUN
ijassa-1116	159	45	areas	area	NOUN
ijassa-1116	159	46	of	of	ADP
ijassa-1116	159	47	scientific	scientific	ADJ
ijassa-1116	159	48	and	and	CCONJ
ijassa-1116	159	49	technological	technological	ADJ
ijassa-1116	159	50	development	development	NOUN
ijassa-1116	159	51	(	(	PUNCT
ijassa-1116	159	52	agreement	agreement	NOUN
ijassa-1116	159	53	№	№	ADV
ijassa-1116	159	54	075	075	NUM
ijassa-1116	159	55	-	-	SYM
ijassa-1116	159	56	15	15	NUM
ijassa-1116	159	57	-	-	PUNCT
ijassa-1116	159	58	2020	2020	NUM
ijassa-1116	159	59	-	-	NUM
ijassa-1116	159	60	783	783	NUM
ijassa-1116	159	61	)	)	PUNCT
ijassa-1116	159	62	.	.	PUNCT
ijassa-1116	160	1	references	reference	NOUN
ijassa-1116	160	2	1	1	NUM
ijassa-1116	160	3	.	.	PUNCT
ijassa-1116	161	1	ankargren	ankargren	PROPN
ijassa-1116	161	2	,	,	PUNCT
ijassa-1116	161	3	s.	s.	PROPN
ijassa-1116	161	4	,	,	PUNCT
ijassa-1116	161	5	&	&	CCONJ
ijassa-1116	161	6	yang	yang	PROPN
ijassa-1116	161	7	,	,	PUNCT
ijassa-1116	161	8	y.	y.	PROPN
ijassa-1116	161	9	(	(	PUNCT
ijassa-1116	161	10	2019	2019	NUM
ijassa-1116	161	11	)	)	PUNCT
ijassa-1116	161	12	.	.	PUNCT
ijassa-1116	162	1	mixed	mix	VERB
ijassa-1116	162	2	-	-	PUNCT
ijassa-1116	162	3	frequency	frequency	NOUN
ijassa-1116	162	4	bayesian	bayesian	NOUN
ijassa-1116	162	5	var	var	NOUN
ijassa-1116	162	6	models	model	NOUN
ijassa-1116	162	7	in	in	ADP
ijassa-1116	162	8	r	r	NOUN
ijassa-1116	162	9	:	:	PUNCT
ijassa-1116	162	10	the	the	DET
ijassa-1116	162	11	mfbvar	mfbvar	NOUN
ijassa-1116	162	12	package	package	NOUN
ijassa-1116	162	13	.	.	PUNCT
ijassa-1116	163	1	[	[	X
ijassa-1116	163	2	online	online	X
ijassa-1116	163	3	]	]	X
ijassa-1116	163	4	availabe	availabe	NOUN
ijassa-1116	163	5	https://www.diva-portal.org/smash/	https://www.diva-portal.org/smash/	PROPN
ijassa-1116	163	6	record.jsf?pid=diva2%3a1345141&dswid=8425	record.jsf?pid=diva2%3a1345141&dswid=8425	NOUN
ijassa-1116	163	7	2	2	NUM
ijassa-1116	163	8	.	.	PUNCT
ijassa-1116	163	9	chernis	chernis	NOUN
ijassa-1116	163	10	,	,	PUNCT
ijassa-1116	163	11	t.	t.	PROPN
ijassa-1116	163	12	,	,	PUNCT
ijassa-1116	163	13	&	&	CCONJ
ijassa-1116	163	14	sekkel	sekkel	PROPN
ijassa-1116	163	15	,	,	PUNCT
ijassa-1116	163	16	r.	r.	PROPN
ijassa-1116	163	17	(	(	PUNCT
ijassa-1116	163	18	2017	2017	NUM
ijassa-1116	163	19	)	)	PUNCT
ijassa-1116	163	20	.	.	PUNCT
ijassa-1116	164	1	a	a	DET
ijassa-1116	164	2	dynamic	dynamic	ADJ
ijassa-1116	164	3	factor	factor	NOUN
ijassa-1116	164	4	model	model	NOUN
ijassa-1116	164	5	for	for	ADP
ijassa-1116	164	6	nowcasting	nowcaste	VERB
ijassa-1116	164	7	canadian	canadian	ADJ
ijassa-1116	164	8	gdp	gdp	NOUN
ijassa-1116	164	9	growth	growth	NOUN
ijassa-1116	164	10	,	,	PUNCT
ijassa-1116	164	11	empirical	empirical	ADJ
ijassa-1116	164	12	economics	economic	NOUN
ijassa-1116	164	13	,	,	PUNCT
ijassa-1116	164	14	53(1	53(1	NOUN
ijassa-1116	164	15	)	)	PUNCT
ijassa-1116	164	16	,	,	PUNCT
ijassa-1116	164	17	217–234	217–234	NUM
ijassa-1116	164	18	.	.	PUNCT
ijassa-1116	165	1	3	3	NUM
ijassa-1116	165	2	.	.	X
ijassa-1116	165	3	cimadomo	cimadomo	PROPN
ijassa-1116	165	4	,	,	PUNCT
ijassa-1116	165	5	j.	j.	PROPN
ijassa-1116	165	6	,	,	PUNCT
ijassa-1116	165	7	giannone	giannone	NOUN
ijassa-1116	165	8	,	,	PUNCT
ijassa-1116	165	9	d.	d.	PROPN
ijassa-1116	165	10	,	,	PUNCT
ijassa-1116	165	11	lenza	lenza	PROPN
ijassa-1116	165	12	,	,	PUNCT
ijassa-1116	165	13	m.	m.	NOUN
ijassa-1116	165	14	,	,	PUNCT
ijassa-1116	165	15	sokol	sokol	PROPN
ijassa-1116	165	16	,	,	PUNCT
ijassa-1116	165	17	a.	a.	PROPN
ijassa-1116	165	18	,	,	PUNCT
ijassa-1116	165	19	&	&	CCONJ
ijassa-1116	165	20	monti	monti	PROPN
ijassa-1116	165	21	,	,	PUNCT
ijassa-1116	165	22	f.	f.	PROPN
ijassa-1116	165	23	(	(	PUNCT
ijassa-1116	165	24	2020	2020	NUM
ijassa-1116	165	25	)	)	PUNCT
ijassa-1116	165	26	.	.	PUNCT
ijassa-1116	166	1	nowcasting	nowcaste	VERB
ijassa-1116	166	2	with	with	ADP
ijassa-1116	166	3	large	large	ADJ
ijassa-1116	166	4	bayesian	bayesian	NOUN
ijassa-1116	166	5	vector	vector	NOUN
ijassa-1116	166	6	autoregressions	autoregression	NOUN
ijassa-1116	166	7	,	,	PUNCT
ijassa-1116	166	8	working	working	NOUN
ijassa-1116	166	9	paper	paper	NOUN
ijassa-1116	166	10	series	series	NOUN
ijassa-1116	166	11	,	,	PUNCT
ijassa-1116	166	12	2453	2453	NUM
ijassa-1116	166	13	,	,	PUNCT
ijassa-1116	166	14	1–29	1–29	PROPN
ijassa-1116	166	15	.	.	PUNCT
ijassa-1116	167	1	4	4	NUM
ijassa-1116	167	2	.	.	X
ijassa-1116	167	3	dahlhaus	dahlhaus	NOUN
ijassa-1116	167	4	,	,	PUNCT
ijassa-1116	167	5	t.	t.	PROPN
ijassa-1116	167	6	,	,	PUNCT
ijassa-1116	167	7	guénette	guénette	NOUN
ijassa-1116	167	8	,	,	PUNCT
ijassa-1116	167	9	j.	j.	PROPN
ijassa-1116	167	10	d.	d.	PROPN
ijassa-1116	167	11	,	,	PUNCT
ijassa-1116	167	12	&	&	CCONJ
ijassa-1116	167	13	vasishtha	vasishtha	PROPN
ijassa-1116	167	14	,	,	PUNCT
ijassa-1116	167	15	g.	g.	PROPN
ijassa-1116	167	16	(	(	PUNCT
ijassa-1116	167	17	2017	2017	NUM
ijassa-1116	167	18	)	)	PUNCT
ijassa-1116	167	19	.	.	PUNCT
ijassa-1116	168	1	nowcasting	nowcaste	VERB
ijassa-1116	168	2	bric+	bric+	X
ijassa-1116	168	3	m	m	NOUN
ijassa-1116	168	4	in	in	ADP
ijassa-1116	168	5	real	real	ADJ
ijassa-1116	168	6	time	time	NOUN
ijassa-1116	168	7	,	,	PUNCT
ijassa-1116	168	8	international	international	ADJ
ijassa-1116	168	9	journal	journal	NOUN
ijassa-1116	168	10	of	of	ADP
ijassa-1116	168	11	forecasting	forecasting	NOUN
ijassa-1116	168	12	,	,	PUNCT
ijassa-1116	168	13	33(4	33(4	NUM
ijassa-1116	168	14	)	)	PUNCT
ijassa-1116	168	15	,	,	PUNCT
ijassa-1116	168	16	915–935	915–935	NUM
ijassa-1116	168	17	.	.	PUNCT
ijassa-1116	169	1	5	5	NUM
ijassa-1116	169	2	.	.	X
ijassa-1116	169	3	de	de	PROPN
ijassa-1116	169	4	bondt	bondt	PROPN
ijassa-1116	169	5	,	,	PUNCT
ijassa-1116	169	6	g.	g.	PROPN
ijassa-1116	169	7	j.	j.	PROPN
ijassa-1116	169	8	(	(	PUNCT
ijassa-1116	169	9	2019	2019	NUM
ijassa-1116	169	10	)	)	PUNCT
ijassa-1116	169	11	.	.	PUNCT
ijassa-1116	170	1	a	a	DET
ijassa-1116	170	2	pmi	pmi	NOUN
ijassa-1116	170	3	-	-	PUNCT
ijassa-1116	170	4	based	base	VERB
ijassa-1116	170	5	real	real	ADJ
ijassa-1116	170	6	gdp	gdp	NOUN
ijassa-1116	170	7	tracker	tracker	NOUN
ijassa-1116	170	8	for	for	ADP
ijassa-1116	170	9	the	the	DET
ijassa-1116	170	10	euro	euro	PROPN
ijassa-1116	170	11	area	area	NOUN
ijassa-1116	170	12	,	,	PUNCT
ijassa-1116	170	13	journal	journal	NOUN
ijassa-1116	170	14	of	of	ADP
ijassa-1116	170	15	business	business	NOUN
ijassa-1116	170	16	cycle	cycle	NOUN
ijassa-1116	170	17	research	research	NOUN
ijassa-1116	170	18	,	,	PUNCT
ijassa-1116	170	19	15(2	15(2	NUM
ijassa-1116	170	20	)	)	PUNCT
ijassa-1116	170	21	,	,	PUNCT
ijassa-1116	170	22	147–170	147–170	NUM
ijassa-1116	170	23	.	.	PUNCT
ijassa-1116	170	24	98	98	NUM
ijassa-1116	170	25	i.	i.	PROPN
ijassa-1116	170	26	kopytin	kopytin	PROPN
ijassa-1116	170	27	,	,	PUNCT
ijassa-1116	170	28	n.	n.	NOUN
ijassa-1116	170	29	pilnik	pilnik	NOUN
ijassa-1116	170	30	,	,	PUNCT
ijassa-1116	170	31	i.	i.	PROPN
ijassa-1116	170	32	stankevich	stankevich	PROPN
ijassa-1116	170	33	copyright	copyright	NOUN
ijassa-1116	170	34	©	©	PROPN
ijassa-1116	170	35	2023	2023	NUM
ijassa-1116	170	36	assa	assa	PROPN
ijassa-1116	170	37	adv	adv	PROPN
ijassa-1116	170	38	.	.	PUNCT
ijassa-1116	171	1	in	in	ADP
ijassa-1116	171	2	systems	system	NOUN
ijassa-1116	171	3	science	science	NOUN
ijassa-1116	171	4	and	and	CCONJ
ijassa-1116	171	5	appl	appl	NOUN
ijassa-1116	171	6	.	.	PUNCT
ijassa-1116	172	1	(	(	PUNCT
ijassa-1116	172	2	2023	2023	NUM
ijassa-1116	172	3	)	)	PUNCT
ijassa-1116	172	4	6	6	NUM
ijassa-1116	172	5	.	.	X
ijassa-1116	172	6	de	de	X
ijassa-1116	172	7	valk	valk	PROPN
ijassa-1116	172	8	,	,	PUNCT
ijassa-1116	172	9	s.	s.	PROPN
ijassa-1116	172	10	,	,	PUNCT
ijassa-1116	172	11	de	de	PROPN
ijassa-1116	172	12	mattos	mattos	PROPN
ijassa-1116	172	13	,	,	PUNCT
ijassa-1116	172	14	d.	d.	PROPN
ijassa-1116	172	15	,	,	PUNCT
ijassa-1116	172	16	&	&	CCONJ
ijassa-1116	172	17	ferreira	ferreira	PROPN
ijassa-1116	172	18	,	,	PUNCT
ijassa-1116	172	19	p.	p.	NOUN
ijassa-1116	172	20	(	(	PUNCT
ijassa-1116	172	21	2019	2019	NUM
ijassa-1116	172	22	)	)	PUNCT
ijassa-1116	172	23	.	.	PUNCT
ijassa-1116	173	1	nowcasting	nowcaste	VERB
ijassa-1116	173	2	:	:	PUNCT
ijassa-1116	173	3	an	an	DET
ijassa-1116	173	4	r	r	NOUN
ijassa-1116	173	5	package	package	NOUN
ijassa-1116	173	6	for	for	ADP
ijassa-1116	173	7	predicting	predict	VERB
ijassa-1116	173	8	economic	economic	ADJ
ijassa-1116	173	9	variables	variable	NOUN
ijassa-1116	173	10	using	use	VERB
ijassa-1116	173	11	dynamic	dynamic	ADJ
ijassa-1116	173	12	factor	factor	NOUN
ijassa-1116	173	13	models	model	NOUN
ijassa-1116	173	14	,	,	PUNCT
ijassa-1116	173	15	the	the	DET
ijassa-1116	173	16	r	r	NOUN
ijassa-1116	173	17	journal	journal	NOUN
ijassa-1116	173	18	,	,	PUNCT
ijassa-1116	173	19	11(1	11(1	NUM
ijassa-1116	173	20	)	)	PUNCT
ijassa-1116	173	21	,	,	PUNCT
ijassa-1116	173	22	230–244	230–244	NUM
ijassa-1116	173	23	.	.	PUNCT
ijassa-1116	174	1	7	7	NUM
ijassa-1116	174	2	.	.	X
ijassa-1116	174	3	ferrara	ferrara	PROPN
ijassa-1116	174	4	,	,	PUNCT
ijassa-1116	174	5	l.	l.	PROPN
ijassa-1116	174	6	,	,	PUNCT
ijassa-1116	174	7	&	&	CCONJ
ijassa-1116	174	8	marsilli	marsilli	PROPN
ijassa-1116	174	9	,	,	PUNCT
ijassa-1116	174	10	c.	c.	PROPN
ijassa-1116	174	11	(	(	PUNCT
ijassa-1116	174	12	2019	2019	NUM
ijassa-1116	174	13	)	)	PUNCT
ijassa-1116	174	14	.	.	PUNCT
ijassa-1116	175	1	nowcasting	nowcaste	VERB
ijassa-1116	175	2	global	global	ADJ
ijassa-1116	175	3	economic	economic	ADJ
ijassa-1116	175	4	growth	growth	NOUN
ijassa-1116	175	5	:	:	PUNCT
ijassa-1116	175	6	a	a	DET
ijassa-1116	175	7	factor‐augmented	factor‐augmented	ADJ
ijassa-1116	175	8	mixed‐frequency	mixed‐frequency	NOUN
ijassa-1116	175	9	approach	approach	NOUN
ijassa-1116	175	10	,	,	PUNCT
ijassa-1116	175	11	the	the	DET
ijassa-1116	175	12	world	world	NOUN
ijassa-1116	175	13	economy	economy	NOUN
ijassa-1116	175	14	,	,	PUNCT
ijassa-1116	175	15	42(3	42(3	NUM
ijassa-1116	175	16	)	)	PUNCT
ijassa-1116	175	17	,	,	PUNCT
ijassa-1116	175	18	846–875	846–875	NUM
ijassa-1116	175	19	.	.	NOUN
ijassa-1116	176	1	8	8	NUM
ijassa-1116	176	2	.	.	PUNCT
ijassa-1116	176	3	ghysels	ghysel	NOUN
ijassa-1116	176	4	,	,	PUNCT
ijassa-1116	176	5	e.	e.	PROPN
ijassa-1116	176	6	,	,	PUNCT
ijassa-1116	176	7	santa	santa	PROPN
ijassa-1116	176	8	-	-	PUNCT
ijassa-1116	176	9	clara	clara	PROPN
ijassa-1116	176	10	,	,	PUNCT
ijassa-1116	176	11	p.	p.	PROPN
ijassa-1116	176	12	,	,	PUNCT
ijassa-1116	176	13	&	&	CCONJ
ijassa-1116	176	14	valkanov	valkanov	PROPN
ijassa-1116	176	15	,	,	PUNCT
ijassa-1116	176	16	r.	r.	PROPN
ijassa-1116	176	17	(	(	PUNCT
ijassa-1116	176	18	2006	2006	NUM
ijassa-1116	176	19	)	)	PUNCT
ijassa-1116	176	20	.	.	PUNCT
ijassa-1116	177	1	predicting	predict	VERB
ijassa-1116	177	2	volatility	volatility	NOUN
ijassa-1116	177	3	:	:	PUNCT
ijassa-1116	177	4	getting	get	VERB
ijassa-1116	177	5	the	the	DET
ijassa-1116	177	6	most	most	ADJ
ijassa-1116	177	7	out	out	ADP
ijassa-1116	177	8	of	of	ADP
ijassa-1116	177	9	return	return	NOUN
ijassa-1116	177	10	data	datum	NOUN
ijassa-1116	177	11	sampled	sample	VERB
ijassa-1116	177	12	at	at	ADP
ijassa-1116	177	13	different	different	ADJ
ijassa-1116	177	14	frequencies	frequency	NOUN
ijassa-1116	177	15	,	,	PUNCT
ijassa-1116	177	16	journal	journal	NOUN
ijassa-1116	177	17	of	of	ADP
ijassa-1116	177	18	econometrics	econometric	NOUN
ijassa-1116	177	19	,	,	PUNCT
ijassa-1116	177	20	131(1	131(1	NUM
ijassa-1116	177	21	-	-	SYM
ijassa-1116	177	22	2	2	NUM
ijassa-1116	177	23	)	)	PUNCT
ijassa-1116	177	24	,	,	PUNCT
ijassa-1116	177	25	59–95	59–95	NUM
ijassa-1116	177	26	.	.	NOUN
ijassa-1116	178	1	9	9	NUM
ijassa-1116	178	2	.	.	X
ijassa-1116	178	3	ghysels	ghysel	NOUN
ijassa-1116	178	4	,	,	PUNCT
ijassa-1116	178	5	e.	e.	PROPN
ijassa-1116	178	6	,	,	PUNCT
ijassa-1116	178	7	sinko	sinko	PROPN
ijassa-1116	178	8	,	,	PUNCT
ijassa-1116	178	9	a.	a.	PROPN
ijassa-1116	178	10	,	,	PUNCT
ijassa-1116	178	11	&	&	CCONJ
ijassa-1116	178	12	valkanov	valkanov	PROPN
ijassa-1116	178	13	,	,	PUNCT
ijassa-1116	178	14	r.	r.	PROPN
ijassa-1116	178	15	(	(	PUNCT
ijassa-1116	178	16	2007	2007	NUM
ijassa-1116	178	17	)	)	PUNCT
ijassa-1116	178	18	.	.	PUNCT
ijassa-1116	179	1	midas	midas	PROPN
ijassa-1116	179	2	regressions	regression	NOUN
ijassa-1116	179	3	:	:	PUNCT
ijassa-1116	179	4	further	further	ADJ
ijassa-1116	179	5	results	result	NOUN
ijassa-1116	179	6	and	and	CCONJ
ijassa-1116	179	7	new	new	ADJ
ijassa-1116	179	8	directions	direction	NOUN
ijassa-1116	179	9	,	,	PUNCT
ijassa-1116	179	10	econometric	econometric	ADJ
ijassa-1116	179	11	reviews	review	NOUN
ijassa-1116	179	12	,	,	PUNCT
ijassa-1116	179	13	26(1	26(1	NUM
ijassa-1116	179	14	)	)	PUNCT
ijassa-1116	179	15	,	,	PUNCT
ijassa-1116	179	16	53–90	53–90	NUM
ijassa-1116	179	17	.	.	PUNCT
ijassa-1116	180	1	10	10	NUM
ijassa-1116	180	2	.	.	X
ijassa-1116	181	1	giannone	giannone	NOUN
ijassa-1116	181	2	,	,	PUNCT
ijassa-1116	181	3	d.	d.	PROPN
ijassa-1116	181	4	,	,	PUNCT
ijassa-1116	181	5	reichlin	reichlin	PROPN
ijassa-1116	181	6	,	,	PUNCT
ijassa-1116	181	7	l.	l.	PROPN
ijassa-1116	181	8	,	,	PUNCT
ijassa-1116	181	9	&	&	CCONJ
ijassa-1116	181	10	small	small	PROPN
ijassa-1116	181	11	,	,	PUNCT
ijassa-1116	181	12	d.	d.	PROPN
ijassa-1116	181	13	(	(	PUNCT
ijassa-1116	181	14	2008	2008	NUM
ijassa-1116	181	15	)	)	PUNCT
ijassa-1116	181	16	.	.	PUNCT
ijassa-1116	182	1	nowcasting	nowcaste	VERB
ijassa-1116	182	2	:	:	PUNCT
ijassa-1116	182	3	the	the	DET
ijassa-1116	182	4	real	real	ADJ
ijassa-1116	182	5	-	-	PUNCT
ijassa-1116	182	6	time	time	NOUN
ijassa-1116	182	7	informational	informational	ADJ
ijassa-1116	182	8	content	content	NOUN
ijassa-1116	182	9	of	of	ADP
ijassa-1116	182	10	macroeconomic	macroeconomic	ADJ
ijassa-1116	182	11	data	datum	NOUN
ijassa-1116	182	12	,	,	PUNCT
ijassa-1116	182	13	journal	journal	NOUN
ijassa-1116	182	14	of	of	ADP
ijassa-1116	182	15	monetary	monetary	ADJ
ijassa-1116	182	16	economics	economic	NOUN
ijassa-1116	182	17	,	,	PUNCT
ijassa-1116	182	18	55(4	55(4	NUM
ijassa-1116	182	19	)	)	PUNCT
ijassa-1116	182	20	,	,	PUNCT
ijassa-1116	182	21	665–676	665–676	NUM
ijassa-1116	182	22	.	.	PUNCT
ijassa-1116	183	1	11	11	NUM
ijassa-1116	183	2	.	.	PUNCT
ijassa-1116	183	3	ingenito	ingenito	PROPN
ijassa-1116	183	4	r.	r.	PROPN
ijassa-1116	183	5	,	,	PUNCT
ijassa-1116	183	6	trehan	trehan	PROPN
ijassa-1116	183	7	b.	b.	PROPN
ijassa-1116	183	8	(	(	PUNCT
ijassa-1116	183	9	1996	1996	NUM
ijassa-1116	183	10	)	)	PUNCT
ijassa-1116	183	11	.	.	PUNCT
ijassa-1116	184	1	using	use	VERB
ijassa-1116	184	2	monthly	monthly	ADJ
ijassa-1116	184	3	data	datum	NOUN
ijassa-1116	184	4	to	to	PART
ijassa-1116	184	5	predict	predict	VERB
ijassa-1116	184	6	quarterly	quarterly	ADJ
ijassa-1116	184	7	output	output	NOUN
ijassa-1116	184	8	,	,	PUNCT
ijassa-1116	184	9	economic	economic	ADJ
ijassa-1116	184	10	review	review	NOUN
ijassa-1116	184	11	,	,	PUNCT
ijassa-1116	184	12	3	3	NUM
ijassa-1116	184	13	,	,	PUNCT
ijassa-1116	184	14	3–11	3–11	NOUN
ijassa-1116	184	15	.	.	PROPN
ijassa-1116	184	16	12	12	NUM
ijassa-1116	184	17	.	.	PUNCT
ijassa-1116	185	1	kuzin	kuzin	NOUN
ijassa-1116	185	2	v.	v.	PROPN
ijassa-1116	185	3	,	,	PUNCT
ijassa-1116	185	4	marcellino	marcellino	PROPN
ijassa-1116	185	5	m.	m.	PROPN
ijassa-1116	185	6	&	&	CCONJ
ijassa-1116	185	7	schumacher	schumacher	PROPN
ijassa-1116	185	8	c.	c.	PROPN
ijassa-1116	185	9	(	(	PUNCT
ijassa-1116	185	10	2011	2011	NUM
ijassa-1116	185	11	)	)	PUNCT
ijassa-1116	185	12	.	.	PUNCT
ijassa-1116	186	1	midas	midas	PROPN
ijassa-1116	186	2	vs.	vs.	ADP
ijassa-1116	186	3	mixed	mix	VERB
ijassa-1116	186	4	-	-	PUNCT
ijassa-1116	186	5	frequency	frequency	NOUN
ijassa-1116	186	6	var	var	NOUN
ijassa-1116	186	7	:	:	PUNCT
ijassa-1116	186	8	nowcasting	nowcaste	VERB
ijassa-1116	186	9	gdp	gdp	NOUN
ijassa-1116	186	10	in	in	ADP
ijassa-1116	186	11	the	the	DET
ijassa-1116	186	12	euro	euro	PROPN
ijassa-1116	186	13	area	area	NOUN
ijassa-1116	186	14	,	,	PUNCT
ijassa-1116	186	15	international	international	ADJ
ijassa-1116	186	16	journal	journal	NOUN
ijassa-1116	186	17	of	of	ADP
ijassa-1116	186	18	forecasting	forecasting	NOUN
ijassa-1116	186	19	,	,	PUNCT
ijassa-1116	186	20	27(2	27(2	PRON
ijassa-1116	186	21	)	)	PUNCT
ijassa-1116	186	22	,	,	PUNCT
ijassa-1116	186	23	529–542	529–542	NUM
ijassa-1116	186	24	.	.	PUNCT
ijassa-1116	186	25	13	13	NUM
ijassa-1116	186	26	.	.	X
ijassa-1116	187	1	lahiri	lahiri	PROPN
ijassa-1116	187	2	,	,	PUNCT
ijassa-1116	187	3	k.	k.	PROPN
ijassa-1116	187	4	,	,	PUNCT
ijassa-1116	187	5	&	&	CCONJ
ijassa-1116	187	6	monokroussos	monokroussos	PROPN
ijassa-1116	187	7	,	,	PUNCT
ijassa-1116	187	8	g.	g.	PROPN
ijassa-1116	187	9	(	(	PUNCT
ijassa-1116	187	10	2013	2013	NUM
ijassa-1116	187	11	)	)	PUNCT
ijassa-1116	187	12	.	.	PUNCT
ijassa-1116	188	1	nowcasting	nowcaste	VERB
ijassa-1116	188	2	us	we	PRON
ijassa-1116	188	3	gdp	gdp	NOUN
ijassa-1116	188	4	:	:	PUNCT
ijassa-1116	188	5	the	the	DET
ijassa-1116	188	6	role	role	NOUN
ijassa-1116	188	7	of	of	ADP
ijassa-1116	188	8	ism	ism	NOUN
ijassa-1116	188	9	business	business	NOUN
ijassa-1116	188	10	surveys	survey	NOUN
ijassa-1116	188	11	,	,	PUNCT
ijassa-1116	188	12	international	international	ADJ
ijassa-1116	188	13	journal	journal	NOUN
ijassa-1116	188	14	of	of	ADP
ijassa-1116	188	15	forecasting	forecasting	NOUN
ijassa-1116	188	16	,	,	PUNCT
ijassa-1116	188	17	29(4	29(4	NOUN
ijassa-1116	188	18	)	)	PUNCT
ijassa-1116	188	19	,	,	PUNCT
ijassa-1116	188	20	644–658	644–658	NUM
ijassa-1116	188	21	.	.	PUNCT
ijassa-1116	189	1	14	14	NUM
ijassa-1116	189	2	.	.	PUNCT
ijassa-1116	190	1	marcellino	marcellino	NOUN
ijassa-1116	190	2	,	,	PUNCT
ijassa-1116	190	3	m.	m.	NOUN
ijassa-1116	190	4	,	,	PUNCT
ijassa-1116	190	5	&	&	CCONJ
ijassa-1116	190	6	schumacher	schumacher	PROPN
ijassa-1116	190	7	,	,	PUNCT
ijassa-1116	190	8	c.	c.	PROPN
ijassa-1116	190	9	(	(	PUNCT
ijassa-1116	190	10	2010	2010	NUM
ijassa-1116	190	11	)	)	PUNCT
ijassa-1116	190	12	.	.	PUNCT
ijassa-1116	191	1	factor	factor	NOUN
ijassa-1116	191	2	midas	midas	PROPN
ijassa-1116	191	3	for	for	ADP
ijassa-1116	191	4	nowcasting	nowcaste	VERB
ijassa-1116	191	5	and	and	CCONJ
ijassa-1116	191	6	forecasting	forecasting	NOUN
ijassa-1116	191	7	with	with	ADP
ijassa-1116	191	8	ragged‐edge	ragged‐edge	NOUN
ijassa-1116	191	9	data	datum	NOUN
ijassa-1116	191	10	:	:	PUNCT
ijassa-1116	191	11	a	a	DET
ijassa-1116	191	12	model	model	ADJ
ijassa-1116	191	13	comparison	comparison	NOUN
ijassa-1116	191	14	for	for	ADP
ijassa-1116	191	15	german	german	ADJ
ijassa-1116	191	16	gdp	gdp	NOUN
ijassa-1116	191	17	,	,	PUNCT
ijassa-1116	191	18	oxford	oxford	ADJ
ijassa-1116	191	19	bulletin	bulletin	NOUN
ijassa-1116	191	20	of	of	ADP
ijassa-1116	191	21	economics	economic	NOUN
ijassa-1116	191	22	and	and	CCONJ
ijassa-1116	191	23	statistics	statistic	NOUN
ijassa-1116	191	24	,	,	PUNCT
ijassa-1116	191	25	72(4	72(4	NUM
ijassa-1116	191	26	)	)	PUNCT
ijassa-1116	191	27	,	,	PUNCT
ijassa-1116	191	28	518–550	518–550	NUM
ijassa-1116	191	29	.	.	NOUN
ijassa-1116	191	30	15	15	NUM
ijassa-1116	191	31	.	.	PUNCT
ijassa-1116	192	1	mccracken	mccracken	PROPN
ijassa-1116	192	2	,	,	PUNCT
ijassa-1116	192	3	m.	m.	PROPN
ijassa-1116	192	4	w.	w.	PROPN
ijassa-1116	192	5	,	,	PUNCT
ijassa-1116	192	6	owyang	owyang	PROPN
ijassa-1116	192	7	,	,	PUNCT
ijassa-1116	192	8	m.	m.	NOUN
ijassa-1116	192	9	,	,	PUNCT
ijassa-1116	192	10	&	&	CCONJ
ijassa-1116	192	11	sekhposyan	sekhposyan	PROPN
ijassa-1116	192	12	,	,	PUNCT
ijassa-1116	192	13	t.	t.	PROPN
ijassa-1116	192	14	(	(	PUNCT
ijassa-1116	192	15	2015	2015	NUM
ijassa-1116	192	16	)	)	PUNCT
ijassa-1116	192	17	.	.	PUNCT
ijassa-1116	193	1	real	real	ADJ
ijassa-1116	193	2	-	-	PUNCT
ijassa-1116	193	3	time	time	NOUN
ijassa-1116	193	4	forecasting	forecasting	NOUN
ijassa-1116	193	5	with	with	ADP
ijassa-1116	193	6	a	a	DET
ijassa-1116	193	7	large	large	ADJ
ijassa-1116	193	8	,	,	PUNCT
ijassa-1116	193	9	mixed	mixed	ADJ
ijassa-1116	193	10	frequency	frequency	NOUN
ijassa-1116	193	11	,	,	PUNCT
ijassa-1116	193	12	bayesian	bayesian	NOUN
ijassa-1116	193	13	var	var	NOUN
ijassa-1116	193	14	,	,	PUNCT
ijassa-1116	193	15	frb	frb	PROPN
ijassa-1116	193	16	st	st	PROPN
ijassa-1116	193	17	.	.	PROPN
ijassa-1116	193	18	louis	louis	PROPN
ijassa-1116	193	19	working	working	PROPN
ijassa-1116	193	20	paper	paper	NOUN
ijassa-1116	193	21	,	,	PUNCT
ijassa-1116	193	22	2015	2015	NUM
ijassa-1116	193	23	.	.	PUNCT
ijassa-1116	194	1	16	16	NUM
ijassa-1116	194	2	.	.	PUNCT
ijassa-1116	194	3	schorfheide	schorfheide	PROPN
ijassa-1116	194	4	,	,	PUNCT
ijassa-1116	194	5	f.	f.	PROPN
ijassa-1116	194	6	,	,	PUNCT
ijassa-1116	194	7	&	&	CCONJ
ijassa-1116	194	8	song	song	PROPN
ijassa-1116	194	9	,	,	PUNCT
ijassa-1116	194	10	d.	d.	PROPN
ijassa-1116	194	11	(	(	PUNCT
ijassa-1116	194	12	2015	2015	NUM
ijassa-1116	194	13	)	)	PUNCT
ijassa-1116	194	14	.	.	PUNCT
ijassa-1116	195	1	real	real	ADJ
ijassa-1116	195	2	-	-	PUNCT
ijassa-1116	195	3	time	time	NOUN
ijassa-1116	195	4	forecasting	forecasting	NOUN
ijassa-1116	195	5	with	with	ADP
ijassa-1116	195	6	a	a	DET
ijassa-1116	195	7	mixed	mixed	ADJ
ijassa-1116	195	8	-	-	PUNCT
ijassa-1116	195	9	frequency	frequency	NOUN
ijassa-1116	195	10	var	var	NOUN
ijassa-1116	195	11	,	,	PUNCT
ijassa-1116	195	12	journal	journal	NOUN
ijassa-1116	195	13	of	of	ADP
ijassa-1116	195	14	business	business	PROPN
ijassa-1116	195	15	&	&	CCONJ
ijassa-1116	195	16	economic	economic	ADJ
ijassa-1116	195	17	statistics	statistic	NOUN
ijassa-1116	195	18	,	,	PUNCT
ijassa-1116	195	19	33(3	33(3	NOUN
ijassa-1116	195	20	)	)	PUNCT
ijassa-1116	195	21	,	,	PUNCT
ijassa-1116	195	22	366–380	366–380	NUM
ijassa-1116	195	23	.	.	PUNCT
ijassa-1116	196	1	17	17	NUM
ijassa-1116	196	2	.	.	PUNCT
ijassa-1116	197	1	schumacher	schumacher	PROPN
ijassa-1116	197	2	c.	c.	PROPN
ijassa-1116	197	3	(	(	PUNCT
ijassa-1116	197	4	2016	2016	NUM
ijassa-1116	197	5	)	)	PUNCT
ijassa-1116	197	6	.	.	PUNCT
ijassa-1116	198	1	a	a	DET
ijassa-1116	198	2	comparison	comparison	NOUN
ijassa-1116	198	3	of	of	ADP
ijassa-1116	198	4	midas	midas	PROPN
ijassa-1116	198	5	and	and	CCONJ
ijassa-1116	198	6	bridge	bridge	NOUN
ijassa-1116	198	7	equations	equation	NOUN
ijassa-1116	198	8	,	,	PUNCT
ijassa-1116	198	9	international	international	ADJ
ijassa-1116	198	10	journal	journal	NOUN
ijassa-1116	198	11	of	of	ADP
ijassa-1116	198	12	forecasting	forecasting	NOUN
ijassa-1116	198	13	,	,	PUNCT
ijassa-1116	198	14	32(2	32(2	NUM
ijassa-1116	198	15	)	)	PUNCT
ijassa-1116	198	16	,	,	PUNCT
ijassa-1116	198	17	257–270	257–270	NUM
ijassa-1116	198	18	.	.	PUNCT
ijassa-1116	198	19	18	18	NUM
ijassa-1116	198	20	.	.	PUNCT
ijassa-1116	199	1	soybilgen	soybilgen	PROPN
ijassa-1116	199	2	b.	b.	PROPN
ijassa-1116	199	3	&	&	CCONJ
ijassa-1116	199	4	yazgan	yazgan	PROPN
ijassa-1116	199	5	e.	e.	PROPN
ijassa-1116	199	6	(	(	PUNCT
ijassa-1116	199	7	2018	2018	NUM
ijassa-1116	199	8	)	)	PUNCT
ijassa-1116	199	9	.	.	PUNCT
ijassa-1116	200	1	evaluating	evaluate	VERB
ijassa-1116	200	2	nowcasts	nowcast	NOUN
ijassa-1116	200	3	of	of	ADP
ijassa-1116	200	4	bridge	bridge	NOUN
ijassa-1116	200	5	equations	equation	NOUN
ijassa-1116	200	6	with	with	ADP
ijassa-1116	200	7	advanced	advanced	ADJ
ijassa-1116	200	8	combination	combination	NOUN
ijassa-1116	200	9	schemes	scheme	NOUN
ijassa-1116	200	10	for	for	ADP
ijassa-1116	200	11	the	the	DET
ijassa-1116	200	12	turkish	turkish	ADJ
ijassa-1116	200	13	unemployment	unemployment	NOUN
ijassa-1116	200	14	rate	rate	NOUN
ijassa-1116	200	15	,	,	PUNCT
ijassa-1116	200	16	economic	economic	ADJ
ijassa-1116	200	17	modelling	modelling	NOUN
ijassa-1116	200	18	,	,	PUNCT
ijassa-1116	200	19	72	72	NUM
ijassa-1116	200	20	,	,	PUNCT
ijassa-1116	200	21	99–108	99–108	NUM
ijassa-1116	200	22	.	.	PUNCT
ijassa-1116	201	1	19	19	NUM
ijassa-1116	201	2	.	.	X
ijassa-1116	201	3	stankevich	stankevich	PROPN
ijassa-1116	201	4	,	,	PUNCT
ijassa-1116	201	5	i.	i.	PROPN
ijassa-1116	201	6	(	(	PUNCT
ijassa-1116	201	7	2020	2020	NUM
ijassa-1116	201	8	)	)	PUNCT
ijassa-1116	201	9	.	.	PUNCT
ijassa-1116	202	1	comparison	comparison	NOUN
ijassa-1116	202	2	of	of	ADP
ijassa-1116	202	3	macroeconomic	macroeconomic	ADJ
ijassa-1116	202	4	indicators	indicator	NOUN
ijassa-1116	202	5	nowcasting	nowcaste	VERB
ijassa-1116	202	6	methods	method	NOUN
ijassa-1116	202	7	:	:	PUNCT
ijassa-1116	202	8	russian	russian	ADJ
ijassa-1116	202	9	gdp	gdp	NOUN
ijassa-1116	202	10	case	case	NOUN
ijassa-1116	202	11	,	,	PUNCT
ijassa-1116	202	12	applied	apply	VERB
ijassa-1116	202	13	econometrics	econometric	NOUN
ijassa-1116	202	14	,	,	PUNCT
ijassa-1116	202	15	59	59	NUM
ijassa-1116	202	16	,	,	PUNCT
ijassa-1116	202	17	113–127	113–127	NUM
ijassa-1116	202	18	.	.	PUNCT
ijassa-1116	203	1	20	20	NUM
ijassa-1116	203	2	.	.	PUNCT
ijassa-1116	203	3	world	world	PROPN
ijassa-1116	203	4	bank	bank	PROPN
ijassa-1116	203	5	commodity	commodity	NOUN
ijassa-1116	203	6	price	price	NOUN
ijassa-1116	203	7	data	datum	NOUN
ijassa-1116	203	8	(	(	PUNCT
ijassa-1116	203	9	the	the	DET
ijassa-1116	203	10	pink	pink	ADJ
ijassa-1116	203	11	sheet	sheet	NOUN
ijassa-1116	203	12	)	)	PUNCT
ijassa-1116	203	13	(	(	PUNCT
ijassa-1116	203	14	2021	2021	NUM
ijassa-1116	203	15	,	,	PUNCT
ijassa-1116	203	16	june	june	PROPN
ijassa-1116	203	17	)	)	PUNCT
ijassa-1116	203	18	.	.	PUNCT
ijassa-1116	204	1	[	[	X
ijassa-1116	204	2	online	online	X
ijassa-1116	204	3	]	]	X
ijassa-1116	204	4	available	available	ADJ
ijassa-1116	204	5	https://www.worldbank.org/en/research/commodity-markets	https://www.worldbank.org/en/research/commodity-market	NOUN