id	sid	tid	token	lemma	pos
easat-2208	1	1	edelweiss	edelweiss	PROPN
easat-2208	1	2	applied	apply	VERB
easat-2208	1	3	science	science	NOUN
easat-2208	1	4	and	and	CCONJ
easat-2208	1	5	technology	technology	NOUN
easat-2208	1	6	issn	issn	PROPN
easat-2208	1	7	:	:	PUNCT
easat-2208	1	8	2576	2576	NUM
easat-2208	1	9	-	-	SYM
easat-2208	1	10	8484	8484	NUM
easat-2208	1	11	vol	vol	NOUN
easat-2208	1	12	.	.	PROPN
easat-2208	1	13	8	8	NUM
easat-2208	1	14	,	,	PUNCT
easat-2208	1	15	no	no	INTJ
easat-2208	1	16	.	.	NOUN
easat-2208	1	17	6	6	NUM
easat-2208	1	18	,	,	PUNCT
easat-2208	1	19	1044	1044	NUM
easat-2208	1	20	-	-	SYM
easat-2208	1	21	1056	1056	NUM
easat-2208	1	22	2024	2024	NUM
easat-2208	1	23	publisher	publisher	NOUN
easat-2208	1	24	:	:	PUNCT
easat-2208	1	25	learning	learn	VERB
easat-2208	1	26	gate	gate	NOUN
easat-2208	1	27	doi	doi	PROPN
easat-2208	1	28	:	:	PUNCT
easat-2208	1	29	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	1	30	©	©	PROPN
easat-2208	1	31	2024	2024	NUM
easat-2208	1	32	by	by	ADP
easat-2208	1	33	the	the	DET
easat-2208	1	34	author	author	NOUN
easat-2208	1	35	;	;	PUNCT
easat-2208	1	36	licensee	licensee	PROPN
easat-2208	1	37	learning	learning	NOUN
easat-2208	1	38	gate	gate	NOUN
easat-2208	1	39	©	©	PROPN
easat-2208	1	40	2024	2024	NUM
easat-2208	1	41	by	by	ADP
easat-2208	1	42	the	the	DET
easat-2208	1	43	author	author	NOUN
easat-2208	1	44	;	;	PUNCT
easat-2208	1	45	licensee	licensee	PROPN
easat-2208	1	46	learning	learn	VERB
easat-2208	1	47	gate	gate	NOUN
easat-2208	1	48	*	*	PUNCT
easat-2208	1	49	correspondence	correspondence	NOUN
easat-2208	1	50	:	:	PUNCT
easat-2208	1	51	duraid.badr@uomustansiriyah.edu.iq	duraid.badr@uomustansiriyah.edu.iq	VERB
easat-2208	1	52	artificial	artificial	ADJ
easat-2208	1	53	intelligence	intelligence	NOUN
easat-2208	1	54	techniques	technique	NOUN
easat-2208	1	55	recruitment	recruitment	NOUN
easat-2208	1	56	for	for	ADP
easat-2208	1	57	gold	gold	ADJ
easat-2208	1	58	ore	ore	NOUN
easat-2208	1	59	(	(	PUNCT
easat-2208	1	60	crude	crude	ADJ
easat-2208	1	61	gold	gold	NOUN
easat-2208	1	62	)	)	PUNCT
easat-2208	1	63	price	price	NOUN
easat-2208	1	64	prediction	prediction	NOUN
easat-2208	1	65	duraid	duraid	VERB
easat-2208	1	66	hussein	hussein	PROPN
easat-2208	1	67	badr1	badr1	PROPN
easat-2208	2	1	*	*	PROPN
easat-2208	2	2	1university	1university	NUM
easat-2208	2	3	of	of	ADP
easat-2208	2	4	mustansiriyah	mustansiriyah	NOUN
easat-2208	2	5	,	,	PUNCT
easat-2208	2	6	collage	collage	NOUN
easat-2208	2	7	of	of	ADP
easat-2208	2	8	administration	administration	NOUN
easat-2208	2	9	and	and	CCONJ
easat-2208	2	10	economics	economics	PROPN
easat-2208	2	11	statistics	statistics	PROPN
easat-2208	2	12	department	department	PROPN
easat-2208	2	13	;	;	PUNCT
easat-2208	2	14	duraid.badr@uomustansiriyah.edu.iq	duraid.badr@uomustansiriyah.edu.iq	PROPN
easat-2208	2	15	(	(	PUNCT
easat-2208	2	16	d.h.b	d.h.b	PROPN
easat-2208	2	17	.	.	PUNCT
easat-2208	2	18	)	)	PUNCT
easat-2208	2	19	.	.	PUNCT
easat-2208	3	1	abstract	abstract	ADV
easat-2208	3	2	:	:	PUNCT
easat-2208	3	3	due	due	ADP
easat-2208	3	4	to	to	ADP
easat-2208	3	5	its	its	PRON
easat-2208	3	6	unique	unique	ADJ
easat-2208	3	7	characteristics	characteristic	NOUN
easat-2208	3	8	,	,	PUNCT
easat-2208	3	9	the	the	DET
easat-2208	3	10	gold	gold	NOUN
easat-2208	3	11	price	price	NOUN
easat-2208	3	12	has	have	VERB
easat-2208	3	13	a	a	DET
easat-2208	3	14	strong	strong	ADJ
easat-2208	3	15	influence	influence	NOUN
easat-2208	3	16	on	on	ADP
easat-2208	3	17	almost	almost	ADV
easat-2208	3	18	all	all	DET
easat-2208	3	19	sectors	sector	NOUN
easat-2208	3	20	.	.	PUNCT
easat-2208	4	1	professionals	professional	NOUN
easat-2208	4	2	and	and	CCONJ
easat-2208	4	3	scholars	scholar	NOUN
easat-2208	4	4	have	have	AUX
easat-2208	4	5	devoted	devote	VERB
easat-2208	4	6	a	a	DET
easat-2208	4	7	great	great	ADJ
easat-2208	4	8	deal	deal	NOUN
easat-2208	4	9	of	of	ADP
easat-2208	4	10	attention	attention	NOUN
easat-2208	4	11	to	to	ADP
easat-2208	4	12	forecasting	forecast	VERB
easat-2208	4	13	the	the	DET
easat-2208	4	14	gold	gold	NOUN
easat-2208	4	15	price	price	NOUN
easat-2208	4	16	because	because	SCONJ
easat-2208	4	17	of	of	ADP
easat-2208	4	18	this	this	DET
easat-2208	4	19	reason	reason	NOUN
easat-2208	4	20	.	.	PUNCT
easat-2208	5	1	using	use	VERB
easat-2208	5	2	the	the	DET
easat-2208	5	3	robust	robust	ADJ
easat-2208	5	4	model	model	NOUN
easat-2208	5	5	for	for	ADP
easat-2208	5	6	the	the	DET
easat-2208	5	7	accurate	accurate	ADJ
easat-2208	5	8	prediction	prediction	NOUN
easat-2208	5	9	of	of	ADP
easat-2208	5	10	gold	gold	NOUN
easat-2208	5	11	prices	price	NOUN
easat-2208	5	12	,	,	PUNCT
easat-2208	5	13	this	this	DET
easat-2208	5	14	paper	paper	NOUN
easat-2208	5	15	examined	examine	VERB
easat-2208	5	16	the	the	DET
easat-2208	5	17	factors	factor	NOUN
easat-2208	5	18	that	that	PRON
easat-2208	5	19	affect	affect	VERB
easat-2208	5	20	iraq	iraq	PROPN
easat-2208	5	21	's	's	PART
easat-2208	5	22	gold	gold	NOUN
easat-2208	5	23	prices	price	NOUN
easat-2208	5	24	.	.	PUNCT
easat-2208	6	1	using	use	VERB
easat-2208	6	2	bayesian	bayesian	NOUN
easat-2208	6	3	vector	vector	NOUN
easat-2208	6	4	autoregression	autoregression	NOUN
easat-2208	6	5	and	and	CCONJ
easat-2208	6	6	random	random	ADJ
easat-2208	6	7	forest	forest	NOUN
easat-2208	6	8	models	model	NOUN
easat-2208	6	9	,	,	PUNCT
easat-2208	6	10	significant	significant	ADJ
easat-2208	6	11	associations	association	NOUN
easat-2208	6	12	were	be	AUX
easat-2208	6	13	detected	detect	VERB
easat-2208	6	14	between	between	ADP
easat-2208	6	15	dependent	dependent	ADJ
easat-2208	6	16	and	and	CCONJ
easat-2208	6	17	independent	independent	ADJ
easat-2208	6	18	variables	variable	NOUN
easat-2208	6	19	over	over	ADP
easat-2208	6	20	the	the	DET
easat-2208	6	21	course	course	NOUN
easat-2208	6	22	of	of	ADP
easat-2208	6	23	a	a	DET
easat-2208	6	24	decade	decade	NOUN
easat-2208	6	25	starting	start	VERB
easat-2208	6	26	in	in	ADP
easat-2208	6	27	2013	2013	NUM
easat-2208	6	28	and	and	CCONJ
easat-2208	6	29	ending	end	VERB
easat-2208	6	30	in	in	ADP
easat-2208	6	31	2023	2023	NUM
easat-2208	6	32	.	.	PUNCT
easat-2208	7	1	inflation	inflation	NOUN
easat-2208	7	2	,	,	PUNCT
easat-2208	7	3	crude	crude	ADJ
easat-2208	7	4	oil	oil	NOUN
easat-2208	7	5	price	price	NOUN
easat-2208	7	6	,	,	PUNCT
easat-2208	7	7	and	and	CCONJ
easat-2208	7	8	exchange	exchange	NOUN
easat-2208	7	9	rate	rate	NOUN
easat-2208	7	10	are	be	AUX
easat-2208	7	11	three	three	NUM
easat-2208	7	12	independent	independent	ADJ
easat-2208	7	13	variables	variable	NOUN
easat-2208	7	14	that	that	PRON
easat-2208	7	15	influence	influence	VERB
easat-2208	7	16	gold	gold	NOUN
easat-2208	7	17	prices	price	NOUN
easat-2208	7	18	.	.	PUNCT
easat-2208	8	1	crude	crude	ADJ
easat-2208	8	2	oil	oil	NOUN
easat-2208	8	3	prices	price	NOUN
easat-2208	8	4	are	be	AUX
easat-2208	8	5	positively	positively	ADV
easat-2208	8	6	impacted	impact	VERB
easat-2208	8	7	by	by	ADP
easat-2208	8	8	inflation	inflation	NOUN
easat-2208	8	9	and	and	CCONJ
easat-2208	8	10	exchange	exchange	NOUN
easat-2208	8	11	rates	rate	NOUN
easat-2208	8	12	,	,	PUNCT
easat-2208	8	13	while	while	SCONJ
easat-2208	8	14	gold	gold	ADJ
easat-2208	8	15	prices	price	NOUN
easat-2208	8	16	are	be	AUX
easat-2208	8	17	negatively	negatively	ADV
easat-2208	8	18	impacted	impact	VERB
easat-2208	8	19	by	by	ADP
easat-2208	8	20	inflation	inflation	NOUN
easat-2208	8	21	and	and	CCONJ
easat-2208	8	22	exchange	exchange	NOUN
easat-2208	8	23	rates	rate	NOUN
easat-2208	8	24	.	.	PUNCT
easat-2208	9	1	in	in	ADP
easat-2208	9	2	addition	addition	NOUN
easat-2208	9	3	to	to	ADP
easat-2208	9	4	academics	academic	NOUN
easat-2208	9	5	and	and	CCONJ
easat-2208	9	6	investors	investor	NOUN
easat-2208	9	7	,	,	PUNCT
easat-2208	9	8	the	the	DET
easat-2208	9	9	study	study	NOUN
easat-2208	9	10	results	result	NOUN
easat-2208	9	11	have	have	VERB
easat-2208	9	12	practical	practical	ADJ
easat-2208	9	13	applications	application	NOUN
easat-2208	9	14	.	.	PUNCT
easat-2208	10	1	the	the	DET
easat-2208	10	2	bayesian	bayesian	NOUN
easat-2208	10	3	var	var	NOUN
easat-2208	10	4	and	and	CCONJ
easat-2208	10	5	random	random	ADJ
easat-2208	10	6	forest	forest	NOUN
easat-2208	10	7	models	model	NOUN
easat-2208	10	8	are	be	AUX
easat-2208	10	9	used	use	VERB
easat-2208	10	10	to	to	PART
easat-2208	10	11	analyze	analyze	VERB
easat-2208	10	12	the	the	DET
easat-2208	10	13	gold	gold	NOUN
easat-2208	10	14	price	price	NOUN
easat-2208	10	15	time	time	NOUN
easat-2208	10	16	series	series	NOUN
easat-2208	10	17	.	.	PUNCT
easat-2208	11	1	to	to	PART
easat-2208	11	2	deliver	deliver	VERB
easat-2208	11	3	correct	correct	ADJ
easat-2208	11	4	predictions	prediction	NOUN
easat-2208	11	5	of	of	ADP
easat-2208	11	6	experimental	experimental	ADJ
easat-2208	11	7	data	datum	NOUN
easat-2208	11	8	,	,	PUNCT
easat-2208	11	9	weights	weight	NOUN
easat-2208	11	10	are	be	AUX
easat-2208	11	11	assigned	assign	VERB
easat-2208	11	12	to	to	ADP
easat-2208	11	13	the	the	DET
easat-2208	11	14	models	model	NOUN
easat-2208	11	15	.	.	PUNCT
easat-2208	12	1	there	there	PRON
easat-2208	12	2	are	be	VERB
easat-2208	12	3	three	three	NUM
easat-2208	12	4	types	type	NOUN
easat-2208	12	5	of	of	ADP
easat-2208	12	6	errors	error	NOUN
easat-2208	12	7	to	to	PART
easat-2208	12	8	measure	measure	VERB
easat-2208	12	9	:	:	PUNCT
easat-2208	12	10	root	root	NOUN
easat-2208	12	11	mean	mean	VERB
easat-2208	12	12	squared	square	VERB
easat-2208	12	13	error	error	NOUN
easat-2208	12	14	,	,	PUNCT
easat-2208	12	15	average	average	ADJ
easat-2208	12	16	error	error	NOUN
easat-2208	12	17	,	,	PUNCT
easat-2208	12	18	and	and	CCONJ
easat-2208	12	19	average	average	ADJ
easat-2208	12	20	percentage	percentage	NOUN
easat-2208	12	21	error	error	NOUN
easat-2208	12	22	.	.	PUNCT
easat-2208	13	1	keywords	keyword	NOUN
easat-2208	13	2	:	:	PUNCT
easat-2208	13	3	artificial	artificial	ADJ
easat-2208	13	4	intelligence	intelligence	NOUN
easat-2208	13	5	,	,	PUNCT
easat-2208	13	6	bayesian	bayesian	NOUN
easat-2208	13	7	vector	vector	NOUN
easat-2208	13	8	autoregression	autoregression	NOUN
easat-2208	13	9	(	(	PUNCT
easat-2208	13	10	bayesian	bayesian	NOUN
easat-2208	13	11	var	var	NOUN
easat-2208	13	12	)	)	PUNCT
easat-2208	13	13	,	,	PUNCT
easat-2208	13	14	gold	gold	NOUN
easat-2208	13	15	ore	ore	NOUN
easat-2208	13	16	,	,	PUNCT
easat-2208	13	17	prediction	prediction	NOUN
easat-2208	13	18	,	,	PUNCT
easat-2208	13	19	random	random	ADJ
easat-2208	13	20	forest	forest	NOUN
easat-2208	13	21	model	model	NOUN
easat-2208	13	22	.	.	PUNCT
easat-2208	14	1	1	1	X
easat-2208	14	2	.	.	X
easat-2208	14	3	introduction	introduction	NOUN
easat-2208	14	4	the	the	DET
easat-2208	14	5	value	value	NOUN
easat-2208	14	6	of	of	ADP
easat-2208	14	7	crude	crude	ADJ
easat-2208	14	8	gold	gold	NOUN
easat-2208	14	9	has	have	VERB
easat-2208	14	10	a	a	DET
easat-2208	14	11	significant	significant	ADJ
easat-2208	14	12	impact	impact	NOUN
easat-2208	14	13	on	on	ADP
easat-2208	14	14	financial	financial	ADJ
easat-2208	14	15	markets	market	NOUN
easat-2208	14	16	globally	globally	ADV
easat-2208	14	17	.	.	PUNCT
easat-2208	15	1	this	this	PRON
easat-2208	15	2	has	have	AUX
easat-2208	15	3	led	lead	VERB
easat-2208	15	4	to	to	ADP
easat-2208	15	5	a	a	DET
easat-2208	15	6	great	great	ADJ
easat-2208	15	7	deal	deal	NOUN
easat-2208	15	8	of	of	ADP
easat-2208	15	9	interest	interest	NOUN
easat-2208	15	10	from	from	ADP
easat-2208	15	11	both	both	DET
easat-2208	15	12	investors	investor	NOUN
easat-2208	15	13	and	and	CCONJ
easat-2208	15	14	scholars	scholar	NOUN
easat-2208	15	15	,	,	PUNCT
easat-2208	15	16	as	as	SCONJ
easat-2208	15	17	the	the	DET
easat-2208	15	18	fluctuations	fluctuation	NOUN
easat-2208	15	19	in	in	ADP
easat-2208	15	20	gold	gold	NOUN
easat-2208	15	21	prices	price	NOUN
easat-2208	15	22	have	have	VERB
easat-2208	15	23	an	an	DET
easat-2208	15	24	effect	effect	NOUN
easat-2208	15	25	on	on	ADP
easat-2208	15	26	various	various	ADJ
easat-2208	15	27	financial	financial	ADJ
easat-2208	15	28	markets	market	NOUN
easat-2208	15	29	,	,	PUNCT
easat-2208	15	30	such	such	ADJ
easat-2208	15	31	as	as	ADP
easat-2208	15	32	bonds	bond	NOUN
easat-2208	15	33	and	and	CCONJ
easat-2208	15	34	shares	share	NOUN
easat-2208	15	35	.	.	PUNCT
easat-2208	16	1	to	to	PART
easat-2208	16	2	anticipate	anticipate	VERB
easat-2208	16	3	and	and	CCONJ
easat-2208	16	4	prepare	prepare	VERB
easat-2208	16	5	for	for	ADP
easat-2208	16	6	changes	change	NOUN
easat-2208	16	7	in	in	ADP
easat-2208	16	8	gold	gold	NOUN
easat-2208	16	9	prices	price	NOUN
easat-2208	16	10	,	,	PUNCT
easat-2208	16	11	central	central	ADJ
easat-2208	16	12	banks	bank	NOUN
easat-2208	16	13	and	and	CCONJ
easat-2208	16	14	politicians	politician	NOUN
easat-2208	16	15	of	of	ADP
easat-2208	16	16	different	different	ADJ
easat-2208	16	17	countries	country	NOUN
easat-2208	16	18	closely	closely	ADV
easat-2208	16	19	monitor	monitor	VERB
easat-2208	16	20	accurate	accurate	ADJ
easat-2208	16	21	forecasts	forecast	NOUN
easat-2208	16	22	of	of	ADP
easat-2208	16	23	gold	gold	NOUN
easat-2208	16	24	prices	price	NOUN
easat-2208	16	25	[	[	X
easat-2208	16	26	1	1	NUM
easat-2208	16	27	]	]	PUNCT
easat-2208	16	28	.	.	PUNCT
easat-2208	17	1	accurately	accurately	ADV
easat-2208	17	2	predicting	predict	VERB
easat-2208	17	3	the	the	DET
easat-2208	17	4	price	price	NOUN
easat-2208	17	5	of	of	ADP
easat-2208	17	6	crude	crude	ADJ
easat-2208	17	7	gold	gold	NOUN
easat-2208	17	8	is	be	AUX
easat-2208	17	9	therefore	therefore	ADV
easat-2208	17	10	crucial	crucial	ADJ
easat-2208	17	11	.	.	PUNCT
easat-2208	18	1	there	there	PRON
easat-2208	18	2	are	be	VERB
easat-2208	18	3	various	various	ADJ
easat-2208	18	4	conceptual	conceptual	ADJ
easat-2208	18	5	approaches	approach	NOUN
easat-2208	18	6	that	that	PRON
easat-2208	18	7	can	can	AUX
easat-2208	18	8	be	be	AUX
easat-2208	18	9	used	use	VERB
easat-2208	18	10	for	for	ADP
easat-2208	18	11	forecasting	forecasting	NOUN
easat-2208	18	12	and	and	CCONJ
easat-2208	18	13	predicting	predict	VERB
easat-2208	18	14	the	the	DET
easat-2208	18	15	gold	gold	NOUN
easat-2208	18	16	price	price	NOUN
easat-2208	18	17	.	.	PUNCT
easat-2208	19	1	these	these	DET
easat-2208	19	2	approaches	approach	NOUN
easat-2208	19	3	can	can	AUX
easat-2208	19	4	be	be	AUX
easat-2208	19	5	divided	divide	VERB
easat-2208	19	6	into	into	ADP
easat-2208	19	7	two	two	NUM
easat-2208	19	8	main	main	ADJ
easat-2208	19	9	categories	category	NOUN
easat-2208	19	10	.	.	PUNCT
easat-2208	20	1	the	the	DET
easat-2208	20	2	first	first	ADJ
easat-2208	20	3	category	category	NOUN
easat-2208	20	4	includes	include	VERB
easat-2208	20	5	methods	method	NOUN
easat-2208	20	6	such	such	ADJ
easat-2208	20	7	as	as	ADP
easat-2208	20	8	random	random	ADJ
easat-2208	20	9	walk	walk	NOUN
easat-2208	20	10	(	(	PUNCT
easat-2208	20	11	rw	rw	NOUN
easat-2208	20	12	)	)	PUNCT
easat-2208	20	13	,	,	PUNCT
easat-2208	20	14	garch	garch	NOUN
easat-2208	20	15	model	model	NOUN
easat-2208	20	16	,	,	PUNCT
easat-2208	20	17	bayesian	bayesian	NOUN
easat-2208	20	18	var	var	NOUN
easat-2208	20	19	,	,	PUNCT
easat-2208	20	20	error	error	NOUN
easat-2208	20	21	checking	checking	NOUN
easat-2208	20	22	methods	method	NOUN
easat-2208	20	23	(	(	PUNCT
easat-2208	20	24	ecm	ecm	PROPN
easat-2208	20	25	)	)	PUNCT
easat-2208	20	26	,	,	PUNCT
easat-2208	20	27	autoregressive	autoregressive	ADJ
easat-2208	20	28	combined	combined	ADJ
easat-2208	20	29	moving	move	VERB
easat-2208	20	30	average	average	ADJ
easat-2208	20	31	(	(	PUNCT
easat-2208	20	32	arima	arima	PROPN
easat-2208	20	33	)	)	PUNCT
easat-2208	20	34	,	,	PUNCT
easat-2208	20	35	exponential	exponential	ADJ
easat-2208	20	36	smoothing	smoothing	NOUN
easat-2208	20	37	model	model	NOUN
easat-2208	20	38	(	(	PUNCT
easat-2208	20	39	esm	esm	PROPN
easat-2208	20	40	)	)	PUNCT
easat-2208	20	41	,	,	PUNCT
easat-2208	20	42	and	and	CCONJ
easat-2208	20	43	error	error	NOUN
easat-2208	20	44	checking	checking	NOUN
easat-2208	20	45	methods	method	NOUN
easat-2208	20	46	(	(	PUNCT
easat-2208	20	47	ecm	ecm	PROPN
easat-2208	20	48	)	)	PUNCT
easat-2208	20	49	.	.	PUNCT
easat-2208	21	1	these	these	DET
easat-2208	21	2	methods	method	NOUN
easat-2208	21	3	do	do	AUX
easat-2208	21	4	not	not	PART
easat-2208	21	5	consider	consider	VERB
easat-2208	21	6	the	the	DET
easat-2208	21	7	nonlinear	nonlinear	ADJ
easat-2208	21	8	properties	property	NOUN
easat-2208	21	9	of	of	ADP
easat-2208	21	10	crude	crude	ADJ
easat-2208	21	11	gold	gold	NOUN
easat-2208	21	12	and	and	CCONJ
easat-2208	21	13	are	be	AUX
easat-2208	21	14	used	use	VERB
easat-2208	21	15	to	to	PART
easat-2208	21	16	capture	capture	VERB
easat-2208	21	17	the	the	DET
easat-2208	21	18	linear	linear	ADJ
easat-2208	21	19	relationships	relationship	NOUN
easat-2208	21	20	in	in	ADP
easat-2208	21	21	time	time	NOUN
easat-2208	21	22	series	series	NOUN
easat-2208	21	23	[	[	X
easat-2208	21	24	2	2	NUM
easat-2208	21	25	]	]	PUNCT
easat-2208	21	26	.	.	PUNCT
easat-2208	22	1	algorithms	algorithm	NOUN
easat-2208	22	2	have	have	AUX
easat-2208	22	3	recommended	recommend	VERB
easat-2208	22	4	a	a	DET
easat-2208	22	5	solution	solution	NOUN
easat-2208	22	6	to	to	ADP
easat-2208	22	7	this	this	DET
easat-2208	22	8	problem	problem	NOUN
easat-2208	22	9	.	.	PUNCT
easat-2208	23	1	scholars	scholar	NOUN
easat-2208	23	2	have	have	AUX
easat-2208	23	3	been	be	AUX
easat-2208	23	4	interested	interested	ADJ
easat-2208	23	5	in	in	ADP
easat-2208	23	6	anns	ann	NOUN
easat-2208	23	7	,	,	PUNCT
easat-2208	23	8	adaptive	adaptive	ADJ
easat-2208	23	9	neuro	neuro	NOUN
easat-2208	23	10	-	-	PUNCT
easat-2208	23	11	fuzzy	fuzzy	ADJ
easat-2208	23	12	inference	inference	NOUN
easat-2208	23	13	systems	system	NOUN
easat-2208	23	14	,	,	PUNCT
easat-2208	23	15	and	and	CCONJ
easat-2208	23	16	genetic	genetic	ADJ
easat-2208	23	17	algorithms	algorithm	NOUN
easat-2208	23	18	for	for	ADP
easat-2208	23	19	their	their	PRON
easat-2208	23	20	strong	strong	ADJ
easat-2208	23	21	learning	learning	NOUN
easat-2208	23	22	abilities	ability	NOUN
easat-2208	23	23	.	.	PUNCT
easat-2208	24	1	data	datum	NOUN
easat-2208	24	2	from	from	ADP
easat-2208	24	3	the	the	DET
easat-2208	24	4	past	past	NOUN
easat-2208	24	5	was	be	AUX
easat-2208	24	6	used	use	VERB
easat-2208	24	7	to	to	PART
easat-2208	24	8	forecast	forecast	VERB
easat-2208	24	9	time	time	NOUN
easat-2208	24	10	series	series	PROPN
easat-2208	24	11	models	model	NOUN
easat-2208	24	12	.	.	PUNCT
easat-2208	25	1	this	this	PRON
easat-2208	25	2	is	be	AUX
easat-2208	25	3	how	how	SCONJ
easat-2208	25	4	the	the	DET
easat-2208	25	5	two	two	NUM
easat-2208	25	6	models	model	NOUN
easat-2208	25	7	are	be	AUX
easat-2208	25	8	used	use	VERB
easat-2208	25	9	together	together	ADV
easat-2208	25	10	.	.	PUNCT
easat-2208	26	1	a	a	DET
easat-2208	26	2	linear	linear	ADJ
easat-2208	26	3	or	or	CCONJ
easat-2208	26	4	nonlinear	nonlinear	ADJ
easat-2208	26	5	relationship	relationship	NOUN
easat-2208	26	6	in	in	ADP
easat-2208	26	7	a	a	DET
easat-2208	26	8	correlation	correlation	NOUN
easat-2208	26	9	may	may	AUX
easat-2208	26	10	sometimes	sometimes	ADV
easat-2208	26	11	appear	appear	VERB
easat-2208	26	12	difficult	difficult	ADJ
easat-2208	26	13	to	to	PART
easat-2208	26	14	distinguish	distinguish	VERB
easat-2208	26	15	,	,	PUNCT
easat-2208	26	16	even	even	ADV
easat-2208	26	17	if	if	SCONJ
easat-2208	26	18	it	it	PRON
easat-2208	26	19	is	be	AUX
easat-2208	26	20	not	not	PART
easat-2208	26	21	impossible	impossible	ADJ
easat-2208	26	22	[	[	X
easat-2208	26	23	3][4	3][4	NUM
easat-2208	26	24	]	]	X
easat-2208	26	25	.	.	PUNCT
easat-2208	27	1	based	base	VERB
easat-2208	27	2	on	on	ADP
easat-2208	27	3	existing	exist	VERB
easat-2208	27	4	literature	literature	NOUN
easat-2208	27	5	,	,	PUNCT
easat-2208	27	6	it	it	PRON
easat-2208	27	7	is	be	AUX
easat-2208	27	8	evident	evident	ADJ
easat-2208	27	9	that	that	SCONJ
easat-2208	27	10	there	there	PRON
easat-2208	27	11	is	be	VERB
easat-2208	27	12	no	no	DET
easat-2208	27	13	one	one	NUM
easat-2208	27	14	forecasting	forecasting	NOUN
easat-2208	27	15	method	method	NOUN
easat-2208	27	16	that	that	PRON
easat-2208	27	17	can	can	AUX
easat-2208	27	18	consistently	consistently	ADV
easat-2208	27	19	yield	yield	VERB
easat-2208	27	20	exceptional	exceptional	ADJ
easat-2208	27	21	results	result	NOUN
easat-2208	27	22	in	in	ADP
easat-2208	27	23	all	all	DET
easat-2208	27	24	situations	situation	NOUN
easat-2208	27	25	,	,	PUNCT
easat-2208	27	26	as	as	SCONJ
easat-2208	27	27	each	each	DET
easat-2208	27	28	real	real	ADJ
easat-2208	27	29	-	-	PUNCT
easat-2208	27	30	world	world	NOUN
easat-2208	27	31	problem	problem	NOUN
easat-2208	27	32	possesses	possess	VERB
easat-2208	27	33	its	its	PRON
easat-2208	27	34	own	own	ADJ
easat-2208	27	35	unique	unique	ADJ
easat-2208	27	36	complexities	complexity	NOUN
easat-2208	27	37	.	.	PUNCT
easat-2208	28	1	therefore	therefore	ADV
easat-2208	28	2	,	,	PUNCT
easat-2208	28	3	it	it	PRON
easat-2208	28	4	is	be	AUX
easat-2208	28	5	recommended	recommend	VERB
easat-2208	28	6	to	to	PART
easat-2208	28	7	utilize	utilize	VERB
easat-2208	28	8	multiple	multiple	ADJ
easat-2208	28	9	models	model	NOUN
easat-2208	28	10	instead	instead	ADV
easat-2208	28	11	of	of	ADP
easat-2208	28	12	relying	rely	VERB
easat-2208	28	13	on	on	ADP
easat-2208	28	14	a	a	DET
easat-2208	28	15	1045	1045	NUM
easat-2208	28	16	edelweiss	edelweiss	PROPN
easat-2208	28	17	applied	apply	VERB
easat-2208	28	18	science	science	NOUN
easat-2208	28	19	and	and	CCONJ
easat-2208	28	20	technology	technology	NOUN
easat-2208	28	21	issn	issn	PROPN
easat-2208	28	22	:	:	PUNCT
easat-2208	28	23	2576	2576	NUM
easat-2208	28	24	-	-	SYM
easat-2208	28	25	8484	8484	NUM
easat-2208	28	26	vol	vol	NOUN
easat-2208	28	27	.	.	PROPN
easat-2208	28	28	8	8	NUM
easat-2208	28	29	,	,	PUNCT
easat-2208	28	30	no	no	INTJ
easat-2208	28	31	.	.	NOUN
easat-2208	28	32	6	6	NUM
easat-2208	28	33	:	:	PUNCT
easat-2208	28	34	1044	1044	NUM
easat-2208	28	35	-	-	SYM
easat-2208	28	36	1056	1056	NUM
easat-2208	28	37	,	,	PUNCT
easat-2208	28	38	2024	2024	NUM
easat-2208	28	39	doi	doi	NOUN
easat-2208	28	40	:	:	PUNCT
easat-2208	28	41	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	28	42	©	©	PROPN
easat-2208	28	43	2024	2024	NUM
easat-2208	28	44	by	by	ADP
easat-2208	28	45	the	the	DET
easat-2208	28	46	author	author	NOUN
easat-2208	28	47	;	;	PUNCT
easat-2208	28	48	licensee	licensee	PROPN
easat-2208	28	49	learning	learning	NOUN
easat-2208	28	50	gate	gate	VERB
easat-2208	28	51	single	single	ADJ
easat-2208	28	52	one	one	NUM
easat-2208	28	53	.	.	PUNCT
easat-2208	29	1	hybrid	hybrid	NOUN
easat-2208	29	2	models	model	NOUN
easat-2208	29	3	have	have	AUX
easat-2208	29	4	shown	show	VERB
easat-2208	29	5	to	to	PART
easat-2208	29	6	be	be	AUX
easat-2208	29	7	effective	effective	ADJ
easat-2208	29	8	in	in	ADP
easat-2208	29	9	improving	improve	VERB
easat-2208	29	10	prediction	prediction	NOUN
easat-2208	29	11	accuracy	accuracy	NOUN
easat-2208	29	12	.	.	PUNCT
easat-2208	30	1	with	with	ADP
easat-2208	30	2	the	the	DET
easat-2208	30	3	use	use	NOUN
easat-2208	30	4	of	of	ADP
easat-2208	30	5	various	various	ADJ
easat-2208	30	6	forecasting	forecasting	NOUN
easat-2208	30	7	models	model	NOUN
easat-2208	30	8	,	,	PUNCT
easat-2208	30	9	time	time	NOUN
easat-2208	30	10	series	series	PROPN
easat-2208	30	11	data	datum	NOUN
easat-2208	30	12	can	can	AUX
easat-2208	30	13	now	now	ADV
easat-2208	30	14	be	be	AUX
easat-2208	30	15	more	more	ADV
easat-2208	30	16	easily	easily	ADV
easat-2208	30	17	correlated	correlate	VERB
easat-2208	30	18	.	.	PUNCT
easat-2208	31	1	however	however	ADV
easat-2208	31	2	,	,	PUNCT
easat-2208	31	3	traditional	traditional	ADJ
easat-2208	31	4	statistical	statistical	ADJ
easat-2208	31	5	methods	method	NOUN
easat-2208	31	6	that	that	PRON
easat-2208	31	7	excel	excel	VERB
easat-2208	31	8	in	in	ADP
easat-2208	31	9	predicting	predict	VERB
easat-2208	31	10	linear	linear	PROPN
easat-2208	31	11	time	time	NOUN
easat-2208	31	12	series	series	PROPN
easat-2208	31	13	may	may	AUX
easat-2208	31	14	struggle	struggle	VERB
easat-2208	31	15	with	with	ADP
easat-2208	31	16	nonlinear	nonlinear	ADJ
easat-2208	31	17	and	and	CCONJ
easat-2208	31	18	nonstationary	nonstationary	ADJ
easat-2208	31	19	data	datum	NOUN
easat-2208	31	20	.	.	PUNCT
easat-2208	32	1	as	as	ADP
easat-2208	32	2	such	such	ADJ
easat-2208	32	3	,	,	PUNCT
easat-2208	32	4	several	several	ADJ
easat-2208	32	5	machine	machine	NOUN
easat-2208	32	6	learning	learning	NOUN
easat-2208	32	7	techniques	technique	NOUN
easat-2208	32	8	have	have	AUX
easat-2208	32	9	been	be	AUX
easat-2208	32	10	employed	employ	VERB
easat-2208	32	11	to	to	PART
easat-2208	32	12	forecast	forecast	VERB
easat-2208	32	13	gold	gold	NOUN
easat-2208	32	14	ore	ore	NOUN
easat-2208	32	15	prices	price	NOUN
easat-2208	32	16	.	.	PUNCT
easat-2208	33	1	machine	machine	NOUN
easat-2208	33	2	learning	learning	NOUN
easat-2208	33	3	can	can	AUX
easat-2208	33	4	use	use	VERB
easat-2208	33	5	any	any	DET
easat-2208	33	6	regression	regression	NOUN
easat-2208	33	7	approach	approach	NOUN
easat-2208	33	8	for	for	ADP
easat-2208	33	9	price	price	NOUN
easat-2208	33	10	forecasting	forecasting	NOUN
easat-2208	33	11	since	since	SCONJ
easat-2208	33	12	it	it	PRON
easat-2208	33	13	is	be	AUX
easat-2208	33	14	a	a	DET
easat-2208	33	15	regression	regression	NOUN
easat-2208	33	16	or	or	CCONJ
easat-2208	33	17	prediction	prediction	NOUN
easat-2208	33	18	problem	problem	NOUN
easat-2208	33	19	.	.	PUNCT
easat-2208	34	1	svr	svr	PROPN
easat-2208	34	2	and	and	CCONJ
easat-2208	34	3	nn	nn	PROPN
easat-2208	34	4	are	be	AUX
easat-2208	34	5	two	two	NUM
easat-2208	34	6	of	of	ADP
easat-2208	34	7	the	the	DET
easat-2208	34	8	most	most	ADV
easat-2208	34	9	popular	popular	ADJ
easat-2208	34	10	ml	ml	NOUN
easat-2208	34	11	methods	method	NOUN
easat-2208	34	12	.	.	PUNCT
easat-2208	35	1	to	to	PART
easat-2208	35	2	boost	boost	VERB
easat-2208	35	3	the	the	DET
easat-2208	35	4	performance	performance	NOUN
easat-2208	35	5	of	of	ADP
easat-2208	35	6	nonlinear	nonlinear	ADJ
easat-2208	35	7	estimates	estimate	NOUN
easat-2208	35	8	,	,	PUNCT
easat-2208	35	9	wavelet	wavelet	NOUN
easat-2208	35	10	neural	neural	ADJ
easat-2208	35	11	networks	network	NOUN
easat-2208	35	12	and	and	CCONJ
easat-2208	35	13	random	random	ADJ
easat-2208	35	14	effective	effective	ADJ
easat-2208	35	15	functions	function	NOUN
easat-2208	35	16	were	be	AUX
easat-2208	35	17	used	use	VERB
easat-2208	35	18	[	[	PUNCT
easat-2208	35	19	6	6	NUM
easat-2208	35	20	]	]	PUNCT
easat-2208	35	21	.	.	PUNCT
easat-2208	36	1	both	both	PRON
easat-2208	36	2	bpnn	bpnn	ADV
easat-2208	36	3	and	and	CCONJ
easat-2208	36	4	svr	svr	PROPN
easat-2208	36	5	were	be	AUX
easat-2208	36	6	outperformed	outperform	VERB
easat-2208	36	7	by	by	ADP
easat-2208	36	8	the	the	DET
easat-2208	36	9	method	method	NOUN
easat-2208	36	10	in	in	ADP
easat-2208	36	11	the	the	DET
easat-2208	36	12	experiments	experiment	NOUN
easat-2208	36	13	.	.	PUNCT
easat-2208	37	1	when	when	SCONJ
easat-2208	37	2	used	use	VERB
easat-2208	37	3	for	for	ADP
easat-2208	37	4	forecasting	forecasting	NOUN
easat-2208	37	5	,	,	PUNCT
easat-2208	37	6	svr	svr	PROPN
easat-2208	37	7	outperformed	outperform	VERB
easat-2208	37	8	arima	arima	PROPN
easat-2208	37	9	and	and	CCONJ
easat-2208	37	10	bpnn	bpnn	NOUN
easat-2208	37	11	according	accord	VERB
easat-2208	37	12	to	to	ADP
easat-2208	37	13	xie	xie	PROPN
easat-2208	37	14	et	et	PROPN
easat-2208	37	15	al	al	PROPN
easat-2208	37	16	.	.	PUNCT
easat-2208	38	1	to	to	PART
easat-2208	38	2	forecast	forecast	VERB
easat-2208	38	3	the	the	DET
easat-2208	38	4	ore	ore	NOUN
easat-2208	38	5	gold	gold	NOUN
easat-2208	38	6	price	price	NOUN
easat-2208	38	7	,	,	PUNCT
easat-2208	38	8	a	a	DET
easat-2208	38	9	few	few	ADJ
easat-2208	38	10	authors	author	NOUN
easat-2208	38	11	used	use	VERB
easat-2208	38	12	ga	ga	PROPN
easat-2208	38	13	to	to	ADP
easat-2208	38	14	fine	fine	ADJ
easat-2208	38	15	-	-	PUNCT
easat-2208	38	16	tune	tune	NOUN
easat-2208	38	17	an	an	DET
easat-2208	38	18	extended	extended	ADJ
easat-2208	38	19	version	version	NOUN
easat-2208	38	20	of	of	ADP
easat-2208	38	21	svr	svr	PROPN
easat-2208	38	22	called	call	VERB
easat-2208	38	23	least	least	ADJ
easat-2208	38	24	squares	square	NOUN
easat-2208	38	25	svr	svr	PROPN
easat-2208	38	26	(	(	PUNCT
easat-2208	38	27	lssvr	lssvr	PROPN
easat-2208	38	28	)	)	PUNCT
easat-2208	38	29	.	.	PUNCT
easat-2208	39	1	competing	compete	VERB
easat-2208	39	2	models	model	NOUN
easat-2208	39	3	were	be	AUX
easat-2208	39	4	unable	unable	ADJ
easat-2208	39	5	to	to	PART
easat-2208	39	6	match	match	VERB
easat-2208	39	7	the	the	DET
easat-2208	39	8	accuracy	accuracy	NOUN
easat-2208	39	9	and	and	CCONJ
easat-2208	39	10	efficiency	efficiency	NOUN
easat-2208	39	11	of	of	ADP
easat-2208	39	12	the	the	DET
easat-2208	39	13	predictions	prediction	NOUN
easat-2208	39	14	made	make	VERB
easat-2208	39	15	by	by	ADP
easat-2208	39	16	the	the	DET
easat-2208	39	17	system	system	NOUN
easat-2208	39	18	.	.	PUNCT
easat-2208	40	1	another	another	DET
easat-2208	40	2	type	type	NOUN
easat-2208	40	3	of	of	ADP
easat-2208	40	4	ml	ml	NOUN
easat-2208	40	5	model	model	NOUN
easat-2208	40	6	used	use	VERB
easat-2208	40	7	in	in	ADP
easat-2208	40	8	this	this	DET
easat-2208	40	9	field	field	NOUN
easat-2208	40	10	is	be	AUX
easat-2208	40	11	dfnpms	dfnpm	NOUN
easat-2208	40	12	(	(	PUNCT
easat-2208	40	13	data	datum	NOUN
easat-2208	40	14	fluctuation	fluctuation	NOUN
easat-2208	40	15	net	net	ADJ
easat-2208	40	16	prediction	prediction	NOUN
easat-2208	40	17	models	model	NOUN
easat-2208	40	18	)	)	PUNCT
easat-2208	40	19	.	.	PUNCT
easat-2208	41	1	there	there	PRON
easat-2208	41	2	are	be	VERB
easat-2208	41	3	many	many	ADJ
easat-2208	41	4	other	other	ADJ
easat-2208	41	5	models	model	NOUN
easat-2208	41	6	used	use	VERB
easat-2208	41	7	in	in	ADP
easat-2208	41	8	this	this	DET
easat-2208	41	9	field	field	NOUN
easat-2208	41	10	,	,	PUNCT
easat-2208	41	11	such	such	ADJ
easat-2208	41	12	as	as	ADP
easat-2208	41	13	hidden	hide	VERB
easat-2208	41	14	markov	markov	NOUN
easat-2208	41	15	models	model	NOUN
easat-2208	41	16	,	,	PUNCT
easat-2208	41	17	mlrs	mlrs	NOUN
easat-2208	41	18	,	,	PUNCT
easat-2208	41	19	deep	deep	ADJ
easat-2208	41	20	learning	learning	NOUN
easat-2208	41	21	,	,	PUNCT
easat-2208	41	22	and	and	CCONJ
easat-2208	41	23	mlrs	mlrs	NOUN
easat-2208	41	24	[	[	X
easat-2208	41	25	7	7	NUM
easat-2208	41	26	]	]	SYM
easat-2208	41	27	.	.	PUNCT
easat-2208	42	1	2	2	X
easat-2208	42	2	.	.	X
easat-2208	42	3	problem	problem	NOUN
easat-2208	42	4	statement	statement	NOUN
easat-2208	42	5	metal	metal	NOUN
easat-2208	42	6	exchanges	exchange	NOUN
easat-2208	42	7	are	be	AUX
easat-2208	42	8	exposed	expose	VERB
easat-2208	42	9	to	to	ADP
easat-2208	42	10	multiple	multiple	ADJ
easat-2208	42	11	and	and	CCONJ
easat-2208	42	12	sharp	sharp	ADJ
easat-2208	42	13	fluctuations	fluctuation	NOUN
easat-2208	42	14	due	due	ADP
easat-2208	42	15	to	to	ADP
easat-2208	42	16	their	their	PRON
easat-2208	42	17	being	be	AUX
easat-2208	42	18	affected	affect	VERB
easat-2208	42	19	by	by	ADP
easat-2208	42	20	many	many	ADJ
easat-2208	42	21	external	external	ADJ
easat-2208	42	22	factors	factor	NOUN
easat-2208	42	23	that	that	PRON
easat-2208	42	24	affect	affect	VERB
easat-2208	42	25	various	various	ADJ
easat-2208	42	26	aspects	aspect	NOUN
easat-2208	42	27	of	of	ADP
easat-2208	42	28	economic	economic	ADJ
easat-2208	42	29	activity	activity	NOUN
easat-2208	42	30	,	,	PUNCT
easat-2208	42	31	including	include	VERB
easat-2208	42	32	political	political	ADJ
easat-2208	42	33	and	and	CCONJ
easat-2208	42	34	economic	economic	ADJ
easat-2208	42	35	turmoil	turmoil	NOUN
easat-2208	42	36	and	and	CCONJ
easat-2208	42	37	globalization	globalization	NOUN
easat-2208	42	38	.	.	PUNCT
easat-2208	43	1	due	due	ADP
easat-2208	43	2	to	to	ADP
easat-2208	43	3	the	the	DET
easat-2208	43	4	diversity	diversity	NOUN
easat-2208	43	5	of	of	ADP
easat-2208	43	6	these	these	DET
easat-2208	43	7	factors	factor	NOUN
easat-2208	43	8	,	,	PUNCT
easat-2208	43	9	the	the	DET
easat-2208	43	10	problem	problem	NOUN
easat-2208	43	11	of	of	ADP
easat-2208	43	12	difficulty	difficulty	NOUN
easat-2208	43	13	in	in	ADP
easat-2208	43	14	predicting	predict	VERB
easat-2208	43	15	the	the	DET
easat-2208	43	16	future	future	ADJ
easat-2208	43	17	path	path	NOUN
easat-2208	43	18	of	of	ADP
easat-2208	43	19	gold	gold	NOUN
easat-2208	43	20	prices	price	NOUN
easat-2208	43	21	arises	arise	VERB
easat-2208	43	22	using	use	VERB
easat-2208	43	23	traditional	traditional	ADJ
easat-2208	43	24	methods	method	NOUN
easat-2208	43	25	and	and	CCONJ
easat-2208	43	26	does	do	AUX
easat-2208	43	27	not	not	PART
easat-2208	43	28	give	give	VERB
easat-2208	43	29	accurate	accurate	ADJ
easat-2208	43	30	results	result	NOUN
easat-2208	43	31	.	.	PUNCT
easat-2208	44	1	hence	hence	ADV
easat-2208	44	2	,	,	PUNCT
easat-2208	44	3	the	the	DET
easat-2208	44	4	following	follow	VERB
easat-2208	44	5	question	question	NOUN
easat-2208	44	6	can	can	AUX
easat-2208	44	7	be	be	AUX
easat-2208	44	8	formulated	formulate	VERB
easat-2208	44	9	:	:	PUNCT
easat-2208	44	10	will	will	AUX
easat-2208	44	11	studying	study	VERB
easat-2208	44	12	historical	historical	ADJ
easat-2208	44	13	data	datum	NOUN
easat-2208	44	14	for	for	ADP
easat-2208	44	15	gold	gold	NOUN
easat-2208	44	16	prices	price	NOUN
easat-2208	44	17	using	use	VERB
easat-2208	44	18	data	datum	NOUN
easat-2208	44	19	mining	mining	NOUN
easat-2208	44	20	approximation	approximation	NOUN
easat-2208	44	21	algorithms	algorithm	NOUN
easat-2208	44	22	contribute	contribute	VERB
easat-2208	44	23	to	to	ADP
easat-2208	44	24	building	build	VERB
easat-2208	44	25	a	a	DET
easat-2208	44	26	model	model	NOUN
easat-2208	44	27	to	to	PART
easat-2208	44	28	predict	predict	VERB
easat-2208	44	29	their	their	PRON
easat-2208	44	30	prices	price	NOUN
easat-2208	44	31	the	the	DET
easat-2208	44	32	next	next	ADJ
easat-2208	44	33	day	day	NOUN
easat-2208	44	34	with	with	ADP
easat-2208	44	35	the	the	DET
easat-2208	44	36	lowest	low	ADJ
easat-2208	44	37	possible	possible	ADJ
easat-2208	44	38	error	error	NOUN
easat-2208	44	39	rate	rate	NOUN
easat-2208	44	40	and	and	CCONJ
easat-2208	44	41	high	high	ADJ
easat-2208	44	42	accuracy	accuracy	NOUN
easat-2208	44	43	?	?	PUNCT
easat-2208	45	1	3	3	X
easat-2208	45	2	.	.	X
easat-2208	45	3	research	research	NOUN
easat-2208	45	4	objectives	objective	NOUN
easat-2208	45	5	the	the	DET
easat-2208	45	6	research	research	NOUN
easat-2208	45	7	aims	aim	VERB
easat-2208	45	8	to	to	PART
easat-2208	45	9	predict	predict	VERB
easat-2208	45	10	the	the	DET
easat-2208	45	11	price	price	NOUN
easat-2208	45	12	of	of	ADP
easat-2208	45	13	gold	gold	NOUN
easat-2208	45	14	with	with	ADP
easat-2208	45	15	high	high	ADJ
easat-2208	45	16	accuracy	accuracy	NOUN
easat-2208	45	17	using	use	VERB
easat-2208	45	18	several	several	ADJ
easat-2208	45	19	artificial	artificial	ADJ
easat-2208	45	20	intelligence	intelligence	NOUN
easat-2208	45	21	techniques	technique	NOUN
easat-2208	45	22	,	,	PUNCT
easat-2208	45	23	namely	namely	ADV
easat-2208	45	24	the	the	DET
easat-2208	45	25	random	random	ADJ
easat-2208	45	26	forest	forest	NOUN
easat-2208	45	27	model	model	NOUN
easat-2208	45	28	and	and	CCONJ
easat-2208	45	29	the	the	DET
easat-2208	45	30	bayesian	bayesian	NOUN
easat-2208	45	31	var	var	NOUN
easat-2208	45	32	model	model	NOUN
easat-2208	45	33	,	,	PUNCT
easat-2208	45	34	in	in	ADP
easat-2208	45	35	order	order	NOUN
easat-2208	45	36	to	to	PART
easat-2208	45	37	compare	compare	VERB
easat-2208	45	38	them	they	PRON
easat-2208	45	39	to	to	PART
easat-2208	45	40	choose	choose	VERB
easat-2208	45	41	the	the	DET
easat-2208	45	42	most	most	ADV
easat-2208	45	43	accurate	accurate	ADJ
easat-2208	45	44	technique	technique	NOUN
easat-2208	45	45	and	and	CCONJ
easat-2208	45	46	help	help	VERB
easat-2208	45	47	the	the	DET
easat-2208	45	48	investor	investor	NOUN
easat-2208	45	49	reduce	reduce	VERB
easat-2208	45	50	uncertainty	uncertainty	NOUN
easat-2208	45	51	and	and	CCONJ
easat-2208	45	52	make	make	VERB
easat-2208	45	53	the	the	DET
easat-2208	45	54	appropriate	appropriate	ADJ
easat-2208	45	55	decision	decision	NOUN
easat-2208	45	56	.	.	PUNCT
easat-2208	46	1	4	4	X
easat-2208	46	2	.	.	X
easat-2208	46	3	article	article	NOUN
easat-2208	46	4	distinctive	distinctive	ADJ
easat-2208	46	5	aspects	aspect	NOUN
easat-2208	46	6	to	to	PART
easat-2208	46	7	distinguish	distinguish	VERB
easat-2208	46	8	the	the	DET
easat-2208	46	9	manuscript	manuscript	NOUN
easat-2208	46	10	,	,	PUNCT
easat-2208	46	11	conduct	conduct	VERB
easat-2208	46	12	a	a	DET
easat-2208	46	13	comparison	comparison	NOUN
easat-2208	46	14	process	process	NOUN
easat-2208	46	15	between	between	ADP
easat-2208	46	16	artificial	artificial	ADJ
easat-2208	46	17	intelligence	intelligence	NOUN
easat-2208	46	18	techniques	technique	NOUN
easat-2208	46	19	by	by	ADP
easat-2208	46	20	using	use	VERB
easat-2208	46	21	two	two	NUM
easat-2208	46	22	methods	method	NOUN
easat-2208	46	23	,	,	PUNCT
easat-2208	46	24	the	the	DET
easat-2208	46	25	random	random	ADJ
easat-2208	46	26	forest	forest	NOUN
easat-2208	46	27	model	model	NOUN
easat-2208	46	28	and	and	CCONJ
easat-2208	46	29	the	the	DET
easat-2208	46	30	bayesian	bayesian	NOUN
easat-2208	46	31	var	var	NOUN
easat-2208	46	32	model	model	NOUN
easat-2208	46	33	,	,	PUNCT
easat-2208	46	34	to	to	PART
easat-2208	46	35	determine	determine	VERB
easat-2208	46	36	the	the	DET
easat-2208	46	37	best	good	ADJ
easat-2208	46	38	algorithm	algorithm	NOUN
easat-2208	46	39	for	for	ADP
easat-2208	46	40	predicting	predict	VERB
easat-2208	46	41	gold	gold	ADJ
easat-2208	46	42	prices	price	NOUN
easat-2208	46	43	for	for	ADP
easat-2208	46	44	the	the	DET
easat-2208	46	45	period	period	NOUN
easat-2208	46	46	extending	extend	VERB
easat-2208	46	47	to	to	ADP
easat-2208	46	48	10	10	NUM
easat-2208	46	49	years	year	NOUN
easat-2208	46	50	from	from	ADP
easat-2208	46	51	2013	2013	NUM
easat-2208	46	52	until	until	ADP
easat-2208	46	53	2023	2023	NUM
easat-2208	46	54	.	.	PUNCT
easat-2208	47	1	5	5	NUM
easat-2208	47	2	.	.	NOUN
easat-2208	47	3	metals	metal	NOUN
easat-2208	47	4	metal	metal	NOUN
easat-2208	47	5	prices	price	NOUN
easat-2208	47	6	have	have	AUX
easat-2208	47	7	fluctuated	fluctuate	VERB
easat-2208	47	8	significantly	significantly	ADV
easat-2208	47	9	over	over	ADP
easat-2208	47	10	time	time	NOUN
easat-2208	47	11	,	,	PUNCT
easat-2208	47	12	especially	especially	ADV
easat-2208	47	13	since	since	SCONJ
easat-2208	47	14	the	the	DET
easat-2208	47	15	early	early	ADJ
easat-2208	47	16	21st	21st	ADJ
easat-2208	47	17	century	century	NOUN
easat-2208	47	18	.	.	PUNCT
easat-2208	48	1	this	this	DET
easat-2208	48	2	fluctuation	fluctuation	NOUN
easat-2208	48	3	is	be	AUX
easat-2208	48	4	due	due	ADJ
easat-2208	48	5	to	to	ADP
easat-2208	48	6	three	three	NUM
easat-2208	48	7	main	main	ADJ
easat-2208	48	8	factors	factor	NOUN
easat-2208	48	9	that	that	PRON
easat-2208	48	10	affect	affect	VERB
easat-2208	48	11	the	the	DET
easat-2208	48	12	direction	direction	NOUN
easat-2208	48	13	of	of	ADP
easat-2208	48	14	prices	price	NOUN
easat-2208	48	15	,	,	PUNCT
easat-2208	48	16	which	which	PRON
easat-2208	48	17	are	be	AUX
easat-2208	48	18	as	as	SCONJ
easat-2208	48	19	follows	follow	VERB
easat-2208	48	20	:	:	PUNCT
easat-2208	48	21	(	(	PUNCT
easat-2208	48	22	1	1	X
easat-2208	48	23	)	)	PUNCT
easat-2208	48	24	supply	supply	NOUN
easat-2208	48	25	,	,	PUNCT
easat-2208	48	26	which	which	PRON
easat-2208	48	27	is	be	AUX
easat-2208	48	28	affected	affect	VERB
easat-2208	48	29	by	by	ADP
easat-2208	48	30	many	many	ADJ
easat-2208	48	31	factors	factor	NOUN
easat-2208	48	32	,	,	PUNCT
easat-2208	48	33	including	include	VERB
easat-2208	48	34	mine	mine	NOUN
easat-2208	48	35	production	production	NOUN
easat-2208	48	36	and	and	CCONJ
easat-2208	48	37	recycling	recycling	NOUN
easat-2208	48	38	rates	rate	NOUN
easat-2208	48	39	.	.	PUNCT
easat-2208	49	1	(	(	PUNCT
easat-2208	49	2	2	2	X
easat-2208	49	3	)	)	PUNCT
easat-2208	49	4	demand	demand	NOUN
easat-2208	49	5	,	,	PUNCT
easat-2208	49	6	which	which	PRON
easat-2208	49	7	is	be	AUX
easat-2208	49	8	affected	affect	VERB
easat-2208	49	9	by	by	ADP
easat-2208	49	10	economic	economic	ADJ
easat-2208	49	11	growth	growth	NOUN
easat-2208	49	12	rates	rate	NOUN
easat-2208	49	13	and	and	CCONJ
easat-2208	49	14	industrial	industrial	ADJ
easat-2208	49	15	production	production	NOUN
easat-2208	49	16	in	in	ADP
easat-2208	49	17	the	the	DET
easat-2208	49	18	world	world	NOUN
easat-2208	49	19	as	as	ADP
easat-2208	49	20	a	a	DET
easat-2208	49	21	whole	whole	NOUN
easat-2208	49	22	.	.	PUNCT
easat-2208	50	1	(	(	PUNCT
easat-2208	50	2	3	3	X
easat-2208	50	3	)	)	PUNCT
easat-2208	50	4	speculation	speculation	NOUN
easat-2208	50	5	by	by	ADP
easat-2208	50	6	commodity	commodity	NOUN
easat-2208	50	7	traders	trader	NOUN
easat-2208	50	8	and	and	CCONJ
easat-2208	50	9	asset	asset	NOUN
easat-2208	50	10	managers	manager	NOUN
easat-2208	50	11	[	[	X
easat-2208	50	12	8][9][10	8][9][10	NUM
easat-2208	50	13	]	]	PUNCT
easat-2208	50	14	.	.	PUNCT
easat-2208	51	1	1046	1046	NUM
easat-2208	51	2	edelweiss	edelweiss	PROPN
easat-2208	51	3	applied	apply	VERB
easat-2208	51	4	science	science	NOUN
easat-2208	51	5	and	and	CCONJ
easat-2208	51	6	technology	technology	NOUN
easat-2208	51	7	issn	issn	PROPN
easat-2208	51	8	:	:	PUNCT
easat-2208	51	9	2576	2576	NUM
easat-2208	51	10	-	-	SYM
easat-2208	51	11	8484	8484	NUM
easat-2208	51	12	vol	vol	NOUN
easat-2208	51	13	.	.	PROPN
easat-2208	51	14	8	8	NUM
easat-2208	51	15	,	,	PUNCT
easat-2208	51	16	no	no	INTJ
easat-2208	51	17	.	.	NOUN
easat-2208	51	18	6	6	NUM
easat-2208	51	19	:	:	PUNCT
easat-2208	51	20	1044	1044	NUM
easat-2208	51	21	-	-	SYM
easat-2208	51	22	1056	1056	NUM
easat-2208	51	23	,	,	PUNCT
easat-2208	51	24	2024	2024	NUM
easat-2208	51	25	doi	doi	NOUN
easat-2208	51	26	:	:	PUNCT
easat-2208	51	27	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	51	28	©	©	PROPN
easat-2208	51	29	2024	2024	NUM
easat-2208	51	30	by	by	ADP
easat-2208	51	31	the	the	DET
easat-2208	51	32	author	author	NOUN
easat-2208	51	33	;	;	PUNCT
easat-2208	51	34	licensee	licensee	PROPN
easat-2208	51	35	learning	learning	NOUN
easat-2208	51	36	gate	gate	NOUN
easat-2208	51	37	6	6	NUM
easat-2208	51	38	.	.	PUNCT
easat-2208	51	39	impact	impact	NOUN
easat-2208	51	40	of	of	ADP
easat-2208	51	41	factories	factory	NOUN
easat-2208	51	42	on	on	ADP
easat-2208	51	43	gold	gold	NOUN
easat-2208	51	44	price	price	NOUN
easat-2208	51	45	the	the	DET
easat-2208	51	46	study	study	NOUN
easat-2208	51	47	of	of	ADP
easat-2208	51	48	gold	gold	NOUN
easat-2208	51	49	prices	price	NOUN
easat-2208	51	50	and	and	CCONJ
easat-2208	51	51	markets	market	NOUN
easat-2208	51	52	is	be	AUX
easat-2208	51	53	a	a	DET
easat-2208	51	54	complex	complex	ADJ
easat-2208	51	55	and	and	CCONJ
easat-2208	51	56	intriguing	intriguing	ADJ
easat-2208	51	57	aspect	aspect	NOUN
easat-2208	51	58	of	of	ADP
easat-2208	51	59	international	international	ADJ
easat-2208	51	60	finance	finance	NOUN
easat-2208	51	61	.	.	PUNCT
easat-2208	52	1	in	in	ADP
easat-2208	52	2	order	order	NOUN
easat-2208	52	3	to	to	PART
easat-2208	52	4	make	make	VERB
easat-2208	52	5	informed	informed	ADJ
easat-2208	52	6	decisions	decision	NOUN
easat-2208	52	7	and	and	CCONJ
easat-2208	52	8	maximize	maximize	VERB
easat-2208	52	9	profits	profit	NOUN
easat-2208	52	10	,	,	PUNCT
easat-2208	52	11	potential	potential	ADJ
easat-2208	52	12	gold	gold	NOUN
easat-2208	52	13	buyers	buyer	NOUN
easat-2208	52	14	must	must	AUX
easat-2208	52	15	have	have	VERB
easat-2208	52	16	a	a	DET
easat-2208	52	17	thorough	thorough	ADJ
easat-2208	52	18	understanding	understanding	NOUN
easat-2208	52	19	of	of	ADP
easat-2208	52	20	the	the	DET
easat-2208	52	21	factors	factor	NOUN
easat-2208	52	22	that	that	PRON
easat-2208	52	23	influence	influence	VERB
easat-2208	52	24	gold	gold	NOUN
easat-2208	52	25	rates	rate	NOUN
easat-2208	52	26	.	.	PUNCT
easat-2208	53	1	researchers	researcher	NOUN
easat-2208	53	2	have	have	AUX
easat-2208	53	3	also	also	ADV
easat-2208	53	4	delved	delve	VERB
easat-2208	53	5	into	into	ADP
easat-2208	53	6	the	the	DET
easat-2208	53	7	behavior	behavior	NOUN
easat-2208	53	8	of	of	ADP
easat-2208	53	9	gold	gold	NOUN
easat-2208	53	10	in	in	ADP
easat-2208	53	11	order	order	NOUN
easat-2208	53	12	to	to	PART
easat-2208	53	13	develop	develop	VERB
easat-2208	53	14	more	more	ADV
easat-2208	53	15	precise	precise	ADJ
easat-2208	53	16	prediction	prediction	NOUN
easat-2208	53	17	methods	method	NOUN
easat-2208	53	18	.	.	PUNCT
easat-2208	54	1	in	in	ADP
easat-2208	54	2	the	the	DET
easat-2208	54	3	following	follow	VERB
easat-2208	54	4	chapter	chapter	NOUN
easat-2208	54	5	,	,	PUNCT
easat-2208	54	6	we	we	PRON
easat-2208	54	7	will	will	AUX
easat-2208	54	8	delve	delve	VERB
easat-2208	54	9	into	into	ADP
easat-2208	54	10	various	various	ADJ
easat-2208	54	11	intricate	intricate	ADJ
easat-2208	54	12	techniques	technique	NOUN
easat-2208	54	13	used	use	VERB
easat-2208	54	14	in	in	ADP
easat-2208	54	15	this	this	DET
easat-2208	54	16	field	field	NOUN
easat-2208	54	17	.	.	PUNCT
easat-2208	55	1	gold	gold	NOUN
easat-2208	55	2	tends	tend	VERB
easat-2208	55	3	to	to	PART
easat-2208	55	4	perform	perform	VERB
easat-2208	55	5	well	well	ADV
easat-2208	55	6	in	in	ADP
easat-2208	55	7	times	time	NOUN
easat-2208	55	8	of	of	ADP
easat-2208	55	9	high	high	ADJ
easat-2208	55	10	inflation	inflation	NOUN
easat-2208	55	11	,	,	PUNCT
easat-2208	55	12	making	make	VERB
easat-2208	55	13	it	it	PRON
easat-2208	55	14	a	a	DET
easat-2208	55	15	popular	popular	ADJ
easat-2208	55	16	hedge	hedge	NOUN
easat-2208	55	17	for	for	ADP
easat-2208	55	18	banks	bank	NOUN
easat-2208	55	19	.	.	PUNCT
easat-2208	56	1	additionally	additionally	ADV
easat-2208	56	2	,	,	PUNCT
easat-2208	56	3	interest	interest	NOUN
easat-2208	56	4	rates	rate	NOUN
easat-2208	56	5	on	on	ADP
easat-2208	56	6	savings	saving	NOUN
easat-2208	56	7	also	also	ADV
easat-2208	56	8	impact	impact	VERB
easat-2208	56	9	gold	gold	NOUN
easat-2208	56	10	prices	price	NOUN
easat-2208	56	11	.	.	PUNCT
easat-2208	57	1	when	when	SCONJ
easat-2208	57	2	interest	interest	NOUN
easat-2208	57	3	rates	rate	NOUN
easat-2208	57	4	are	be	AUX
easat-2208	57	5	high	high	ADJ
easat-2208	57	6	,	,	PUNCT
easat-2208	57	7	people	people	NOUN
easat-2208	57	8	tend	tend	VERB
easat-2208	57	9	to	to	PART
easat-2208	57	10	invest	invest	VERB
easat-2208	57	11	in	in	ADP
easat-2208	57	12	currency	currency	NOUN
easat-2208	57	13	,	,	PUNCT
easat-2208	57	14	but	but	CCONJ
easat-2208	57	15	when	when	SCONJ
easat-2208	57	16	they	they	PRON
easat-2208	57	17	are	be	AUX
easat-2208	57	18	low	low	ADJ
easat-2208	57	19	,	,	PUNCT
easat-2208	57	20	they	they	PRON
easat-2208	57	21	turn	turn	VERB
easat-2208	57	22	to	to	ADP
easat-2208	57	23	purchasing	purchase	VERB
easat-2208	57	24	gold	gold	NOUN
easat-2208	57	25	.	.	PUNCT
easat-2208	58	1	wang	wang	PROPN
easat-2208	58	2	,	,	PUNCT
easat-2208	58	3	lee	lee	PROPN
easat-2208	58	4	,	,	PUNCT
easat-2208	58	5	and	and	CCONJ
easat-2208	58	6	thi	thi	PART
easat-2208	58	7	have	have	AUX
easat-2208	58	8	reported	report	VERB
easat-2208	58	9	that	that	SCONJ
easat-2208	58	10	gold	gold	NOUN
easat-2208	58	11	is	be	AUX
easat-2208	58	12	not	not	PART
easat-2208	58	13	always	always	ADV
easat-2208	58	14	a	a	DET
easat-2208	58	15	reliable	reliable	ADJ
easat-2208	58	16	inflation	inflation	NOUN
easat-2208	58	17	hedge	hedge	NOUN
easat-2208	59	1	[	[	X
easat-2208	59	2	11	11	NUM
easat-2208	59	3	]	]	PUNCT
easat-2208	59	4	.	.	PUNCT
easat-2208	60	1	the	the	DET
easat-2208	60	2	timing	timing	NOUN
easat-2208	60	3	and	and	CCONJ
easat-2208	60	4	selection	selection	NOUN
easat-2208	60	5	of	of	ADP
easat-2208	60	6	the	the	DET
easat-2208	60	7	market	market	NOUN
easat-2208	60	8	are	be	AUX
easat-2208	60	9	crucial	crucial	ADJ
easat-2208	60	10	elements	element	NOUN
easat-2208	60	11	in	in	ADP
easat-2208	60	12	hedging	hedge	VERB
easat-2208	60	13	against	against	ADP
easat-2208	60	14	inflation	inflation	NOUN
easat-2208	60	15	.	.	PUNCT
easat-2208	61	1	to	to	PART
easat-2208	61	2	effectively	effectively	ADV
easat-2208	61	3	hedge	hedge	VERB
easat-2208	61	4	against	against	ADP
easat-2208	61	5	inflation	inflation	NOUN
easat-2208	61	6	,	,	PUNCT
easat-2208	61	7	investors	investor	NOUN
easat-2208	61	8	should	should	AUX
easat-2208	61	9	choose	choose	VERB
easat-2208	61	10	periods	period	NOUN
easat-2208	61	11	of	of	ADP
easat-2208	61	12	high	high	ADJ
easat-2208	61	13	momentum	momentum	NOUN
easat-2208	61	14	or	or	CCONJ
easat-2208	61	15	when	when	SCONJ
easat-2208	61	16	gold	gold	ADJ
easat-2208	61	17	prices	price	NOUN
easat-2208	61	18	are	be	AUX
easat-2208	61	19	more	more	ADV
easat-2208	61	20	responsive	responsive	ADJ
easat-2208	61	21	to	to	ADP
easat-2208	61	22	inflation	inflation	NOUN
easat-2208	61	23	.	.	PUNCT
easat-2208	62	1	on	on	ADP
easat-2208	62	2	the	the	DET
easat-2208	62	3	other	other	ADJ
easat-2208	62	4	hand	hand	NOUN
easat-2208	62	5	,	,	PUNCT
easat-2208	62	6	during	during	ADP
easat-2208	62	7	low	low	ADJ
easat-2208	62	8	momentum	momentum	NOUN
easat-2208	62	9	periods	period	NOUN
easat-2208	62	10	,	,	PUNCT
easat-2208	62	11	gold	gold	NOUN
easat-2208	62	12	can	can	AUX
easat-2208	62	13	not	not	PART
easat-2208	62	14	serve	serve	VERB
easat-2208	62	15	as	as	ADP
easat-2208	62	16	an	an	DET
easat-2208	62	17	inflation	inflation	NOUN
easat-2208	62	18	hedge	hedge	NOUN
easat-2208	62	19	.	.	PUNCT
easat-2208	63	1	market	market	NOUN
easat-2208	63	2	selection	selection	NOUN
easat-2208	63	3	is	be	AUX
easat-2208	63	4	also	also	ADV
easat-2208	63	5	important	important	ADJ
easat-2208	63	6	in	in	ADP
easat-2208	63	7	hedging	hedge	VERB
easat-2208	63	8	against	against	ADP
easat-2208	63	9	inflation	inflation	NOUN
easat-2208	63	10	.	.	PUNCT
easat-2208	64	1	the	the	DET
easat-2208	64	2	value	value	NOUN
easat-2208	64	3	of	of	ADP
easat-2208	64	4	gold	gold	NOUN
easat-2208	64	5	increases	increase	NOUN
easat-2208	64	6	when	when	SCONJ
easat-2208	64	7	the	the	DET
easat-2208	64	8	dominant	dominant	ADJ
easat-2208	64	9	currency	currency	NOUN
easat-2208	64	10	is	be	AUX
easat-2208	64	11	unstable	unstable	ADJ
easat-2208	64	12	,	,	PUNCT
easat-2208	64	13	as	as	SCONJ
easat-2208	64	14	people	people	NOUN
easat-2208	64	15	seek	seek	VERB
easat-2208	64	16	to	to	PART
easat-2208	64	17	acquire	acquire	VERB
easat-2208	64	18	more	more	ADJ
easat-2208	64	19	gold	gold	NOUN
easat-2208	64	20	as	as	ADP
easat-2208	64	21	a	a	DET
easat-2208	64	22	safe	safe	ADJ
easat-2208	64	23	investment	investment	NOUN
easat-2208	64	24	,	,	PUNCT
easat-2208	64	25	driving	drive	VERB
easat-2208	64	26	up	up	ADP
easat-2208	64	27	its	its	PRON
easat-2208	64	28	price	price	NOUN
easat-2208	64	29	.	.	PUNCT
easat-2208	65	1	during	during	ADP
easat-2208	65	2	uncertain	uncertain	ADJ
easat-2208	65	3	times	time	NOUN
easat-2208	65	4	,	,	PUNCT
easat-2208	65	5	gold	gold	ADJ
easat-2208	65	6	investors	investor	NOUN
easat-2208	65	7	closely	closely	ADV
easat-2208	65	8	monitor	monitor	VERB
easat-2208	65	9	geopolitical	geopolitical	ADJ
easat-2208	65	10	developments	development	NOUN
easat-2208	65	11	,	,	PUNCT
easat-2208	65	12	such	such	ADJ
easat-2208	65	13	as	as	ADP
easat-2208	65	14	those	those	PRON
easat-2208	65	15	in	in	ADP
easat-2208	65	16	iraq	iraq	PROPN
easat-2208	65	17	and	and	CCONJ
easat-2208	65	18	ukraine	ukraine	NOUN
easat-2208	65	19	.	.	PUNCT
easat-2208	66	1	for	for	ADP
easat-2208	66	2	instance	instance	NOUN
easat-2208	66	3	,	,	PUNCT
easat-2208	66	4	during	during	ADP
easat-2208	66	5	the	the	DET
easat-2208	66	6	soviet	soviet	ADJ
easat-2208	66	7	invasion	invasion	NOUN
easat-2208	66	8	of	of	ADP
easat-2208	66	9	afghanistan	afghanistan	PROPN
easat-2208	66	10	in	in	ADP
easat-2208	66	11	1980	1980	NUM
easat-2208	66	12	and	and	CCONJ
easat-2208	66	13	the	the	DET
easat-2208	66	14	us	us	PROPN
easat-2208	66	15	embassy	embassy	NOUN
easat-2208	66	16	hostage	hostage	NOUN
easat-2208	66	17	crisis	crisis	NOUN
easat-2208	66	18	in	in	ADP
easat-2208	66	19	tehran	tehran	PROPN
easat-2208	66	20	,	,	PUNCT
easat-2208	66	21	the	the	DET
easat-2208	66	22	price	price	NOUN
easat-2208	66	23	of	of	ADP
easat-2208	66	24	gold	gold	NOUN
easat-2208	66	25	reached	reach	VERB
easat-2208	66	26	its	its	PRON
easat-2208	66	27	peak	peak	NOUN
easat-2208	66	28	at	at	ADP
easat-2208	66	29	$	$	SYM
easat-2208	66	30	850	850	NUM
easat-2208	66	31	per	per	ADP
easat-2208	66	32	ounce	ounce	NOUN
easat-2208	66	33	.	.	PUNCT
easat-2208	67	1	similarly	similarly	ADV
easat-2208	67	2	,	,	PUNCT
easat-2208	67	3	during	during	ADP
easat-2208	67	4	the	the	DET
easat-2208	67	5	arab	arab	ADJ
easat-2208	67	6	spring	spring	NOUN
easat-2208	67	7	and	and	CCONJ
easat-2208	67	8	the	the	DET
easat-2208	67	9	euro	euro	NOUN
easat-2208	67	10	crisis	crisis	NOUN
easat-2208	67	11	,	,	PUNCT
easat-2208	67	12	gold	gold	NOUN
easat-2208	67	13	reached	reach	VERB
easat-2208	67	14	its	its	PRON
easat-2208	67	15	peak	peak	NOUN
easat-2208	67	16	in	in	ADP
easat-2208	67	17	2011	2011	NUM
easat-2208	67	18	at	at	ADP
easat-2208	67	19	$	$	SYM
easat-2208	67	20	1,920	1,920	NUM
easat-2208	67	21	per	per	ADP
easat-2208	67	22	ounce	ounce	NOUN
easat-2208	67	23	[	[	X
easat-2208	67	24	12][13	12][13	PROPN
easat-2208	67	25	]	]	PUNCT
easat-2208	67	26	.	.	PUNCT
easat-2208	68	1	according	accord	VERB
easat-2208	68	2	to	to	ADP
easat-2208	68	3	studies	study	NOUN
easat-2208	68	4	,	,	PUNCT
easat-2208	68	5	the	the	DET
easat-2208	68	6	cost	cost	NOUN
easat-2208	68	7	of	of	ADP
easat-2208	68	8	production	production	NOUN
easat-2208	68	9	for	for	ADP
easat-2208	68	10	gold	gold	NOUN
easat-2208	68	11	has	have	VERB
easat-2208	68	12	an	an	DET
easat-2208	68	13	impact	impact	NOUN
easat-2208	68	14	on	on	ADP
easat-2208	68	15	its	its	PRON
easat-2208	68	16	price	price	NOUN
easat-2208	68	17	,	,	PUNCT
easat-2208	68	18	despite	despite	SCONJ
easat-2208	68	19	being	be	AUX
easat-2208	68	20	perceived	perceive	VERB
easat-2208	68	21	as	as	ADP
easat-2208	68	22	insignificant	insignificant	ADJ
easat-2208	68	23	.	.	PUNCT
easat-2208	69	1	this	this	PRON
easat-2208	69	2	is	be	AUX
easat-2208	69	3	just	just	ADV
easat-2208	69	4	one	one	NUM
easat-2208	69	5	of	of	ADP
easat-2208	69	6	the	the	DET
easat-2208	69	7	many	many	ADJ
easat-2208	69	8	factors	factor	NOUN
easat-2208	69	9	that	that	PRON
easat-2208	69	10	affect	affect	VERB
easat-2208	69	11	the	the	DET
easat-2208	69	12	price	price	NOUN
easat-2208	69	13	of	of	ADP
easat-2208	69	14	gold	gold	NOUN
easat-2208	69	15	.	.	PUNCT
easat-2208	70	1	in	in	ADP
easat-2208	70	2	theory	theory	NOUN
easat-2208	70	3	,	,	PUNCT
easat-2208	70	4	gold	gold	NOUN
easat-2208	70	5	miners	miner	NOUN
easat-2208	70	6	increase	increase	VERB
easat-2208	70	7	the	the	DET
easat-2208	70	8	price	price	NOUN
easat-2208	70	9	of	of	ADP
easat-2208	70	10	gold	gold	NOUN
easat-2208	70	11	when	when	SCONJ
easat-2208	70	12	production	production	NOUN
easat-2208	70	13	costs	cost	NOUN
easat-2208	70	14	rise	rise	VERB
easat-2208	70	15	in	in	ADP
easat-2208	70	16	order	order	NOUN
easat-2208	70	17	to	to	PART
easat-2208	70	18	maintain	maintain	VERB
easat-2208	70	19	their	their	PRON
easat-2208	70	20	profits	profit	NOUN
easat-2208	70	21	.	.	PUNCT
easat-2208	71	1	however	however	ADV
easat-2208	71	2	,	,	PUNCT
easat-2208	71	3	research	research	NOUN
easat-2208	71	4	shows	show	VERB
easat-2208	71	5	that	that	SCONJ
easat-2208	71	6	the	the	DET
easat-2208	71	7	price	price	NOUN
easat-2208	71	8	of	of	ADP
easat-2208	71	9	gold	gold	NOUN
easat-2208	71	10	does	do	AUX
easat-2208	71	11	have	have	VERB
easat-2208	71	12	an	an	DET
easat-2208	71	13	effect	effect	NOUN
easat-2208	71	14	on	on	ADP
easat-2208	71	15	the	the	DET
easat-2208	71	16	production	production	NOUN
easat-2208	71	17	of	of	ADP
easat-2208	71	18	gold	gold	NOUN
easat-2208	71	19	mines	mine	NOUN
easat-2208	71	20	.	.	PUNCT
easat-2208	72	1	blose	blose	NOUN
easat-2208	72	2	and	and	CCONJ
easat-2208	72	3	shieh	shieh	VERB
easat-2208	73	1	[	[	X
easat-2208	73	2	15	15	NUM
easat-2208	73	3	]	]	PUNCT
easat-2208	73	4	discovered	discover	VERB
easat-2208	73	5	a	a	DET
easat-2208	73	6	positive	positive	ADJ
easat-2208	73	7	relationship	relationship	NOUN
easat-2208	73	8	between	between	ADP
easat-2208	73	9	the	the	DET
easat-2208	73	10	returns	return	NOUN
easat-2208	73	11	of	of	ADP
easat-2208	73	12	mining	mining	NOUN
easat-2208	73	13	companies	company	NOUN
easat-2208	73	14	and	and	CCONJ
easat-2208	73	15	the	the	DET
easat-2208	73	16	price	price	NOUN
easat-2208	73	17	of	of	ADP
easat-2208	73	18	gold	gold	NOUN
easat-2208	73	19	,	,	PUNCT
easat-2208	73	20	while	while	SCONJ
easat-2208	73	21	mcdonald	mcdonald	NOUN
easat-2208	73	22	and	and	CCONJ
easat-2208	73	23	solnick	solnick	NOUN
easat-2208	73	24	[	[	X
easat-2208	73	25	14	14	NUM
easat-2208	73	26	]	]	PUNCT
easat-2208	73	27	found	find	VERB
easat-2208	73	28	a	a	DET
easat-2208	73	29	similar	similar	ADJ
easat-2208	73	30	correlation	correlation	NOUN
easat-2208	73	31	.	.	PUNCT
easat-2208	74	1	blose	blose	NOUN
easat-2208	74	2	and	and	CCONJ
easat-2208	74	3	shieh	shieh	VERB
easat-2208	75	1	[	[	X
easat-2208	75	2	15	15	NUM
easat-2208	75	3	]	]	PUNCT
easat-2208	75	4	also	also	ADV
easat-2208	75	5	developed	develop	VERB
easat-2208	75	6	a	a	DET
easat-2208	75	7	model	model	NOUN
easat-2208	75	8	to	to	PART
easat-2208	75	9	estimate	estimate	VERB
easat-2208	75	10	the	the	DET
easat-2208	75	11	gold	gold	NOUN
easat-2208	75	12	elasticity	elasticity	NOUN
easat-2208	75	13	of	of	ADP
easat-2208	75	14	mining	mining	NOUN
easat-2208	75	15	stocks	stock	NOUN
easat-2208	75	16	and	and	CCONJ
easat-2208	75	17	predicted	predict	VERB
easat-2208	75	18	that	that	SCONJ
easat-2208	75	19	companies	company	NOUN
easat-2208	75	20	primarily	primarily	ADV
easat-2208	75	21	involved	involve	VERB
easat-2208	75	22	in	in	ADP
easat-2208	75	23	operating	operate	VERB
easat-2208	75	24	gold	gold	NOUN
easat-2208	75	25	mines	mine	NOUN
easat-2208	75	26	would	would	AUX
easat-2208	75	27	have	have	VERB
easat-2208	75	28	an	an	DET
easat-2208	75	29	elasticity	elasticity	NOUN
easat-2208	75	30	of	of	ADP
easat-2208	75	31	more	more	ADJ
easat-2208	75	32	than	than	ADP
easat-2208	75	33	one	one	NUM
easat-2208	75	34	.	.	PUNCT
easat-2208	76	1	this	this	PRON
easat-2208	76	2	was	be	AUX
easat-2208	76	3	tested	test	VERB
easat-2208	76	4	using	use	VERB
easat-2208	76	5	23	23	NUM
easat-2208	76	6	gold	gold	NOUN
easat-2208	76	7	mining	mining	NOUN
easat-2208	76	8	stocks	stock	NOUN
easat-2208	76	9	from	from	ADP
easat-2208	76	10	1981	1981	NUM
easat-2208	76	11	to	to	ADP
easat-2208	76	12	1990	1990	NUM
easat-2208	76	13	,	,	PUNCT
easat-2208	76	14	which	which	PRON
easat-2208	76	15	supported	support	VERB
easat-2208	76	16	their	their	PRON
easat-2208	76	17	model	model	NOUN
easat-2208	76	18	despite	despite	SCONJ
easat-2208	76	19	the	the	DET
easat-2208	76	20	seemingly	seemingly	ADV
easat-2208	76	21	insignificant	insignificant	ADJ
easat-2208	76	22	production	production	NOUN
easat-2208	76	23	costs	cost	NOUN
easat-2208	76	24	of	of	ADP
easat-2208	76	25	gold	gold	NOUN
easat-2208	76	26	.	.	PUNCT
easat-2208	77	1	in	in	ADP
easat-2208	77	2	contrast	contrast	NOUN
easat-2208	77	3	,	,	PUNCT
easat-2208	77	4	while	while	SCONJ
easat-2208	77	5	miners	miner	NOUN
easat-2208	77	6	may	may	AUX
easat-2208	77	7	theoretically	theoretically	ADV
easat-2208	77	8	maintain	maintain	VERB
easat-2208	77	9	their	their	PRON
easat-2208	77	10	profits	profit	NOUN
easat-2208	77	11	by	by	ADP
easat-2208	77	12	selling	sell	VERB
easat-2208	77	13	gold	gold	NOUN
easat-2208	77	14	for	for	ADP
easat-2208	77	15	a	a	DET
easat-2208	77	16	higher	high	ADJ
easat-2208	77	17	price	price	NOUN
easat-2208	77	18	when	when	SCONJ
easat-2208	77	19	production	production	NOUN
easat-2208	77	20	costs	cost	NOUN
easat-2208	77	21	increase	increase	VERB
easat-2208	77	22	,	,	PUNCT
easat-2208	77	23	the	the	DET
easat-2208	77	24	researchers	researcher	NOUN
easat-2208	77	25	found	find	VERB
easat-2208	77	26	that	that	SCONJ
easat-2208	77	27	it	it	PRON
easat-2208	77	28	is	be	AUX
easat-2208	77	29	actually	actually	ADV
easat-2208	77	30	the	the	DET
easat-2208	77	31	price	price	NOUN
easat-2208	77	32	of	of	ADP
easat-2208	77	33	gold	gold	NOUN
easat-2208	77	34	that	that	PRON
easat-2208	77	35	affects	affect	VERB
easat-2208	77	36	the	the	DET
easat-2208	77	37	production	production	NOUN
easat-2208	77	38	of	of	ADP
easat-2208	77	39	mines	mine	NOUN
easat-2208	77	40	.	.	PUNCT
easat-2208	78	1	mcdonald	mcdonald	NOUN
easat-2208	78	2	and	and	CCONJ
easat-2208	78	3	solnick	solnick	NOUN
easat-2208	78	4	[	[	X
easat-2208	78	5	14	14	NUM
easat-2208	78	6	]	]	PUNCT
easat-2208	78	7	also	also	ADV
easat-2208	78	8	found	find	VERB
easat-2208	78	9	a	a	DET
easat-2208	78	10	positive	positive	ADJ
easat-2208	78	11	correlation	correlation	NOUN
easat-2208	78	12	between	between	ADP
easat-2208	78	13	the	the	DET
easat-2208	78	14	returns	return	NOUN
easat-2208	78	15	of	of	ADP
easat-2208	78	16	25	25	NUM
easat-2208	78	17	south	south	ADJ
easat-2208	78	18	african	african	ADJ
easat-2208	78	19	and	and	CCONJ
easat-2208	78	20	10	10	NUM
easat-2208	78	21	north	north	ADJ
easat-2208	78	22	american	american	ADJ
easat-2208	78	23	mining	mining	NOUN
easat-2208	78	24	companies	company	NOUN
easat-2208	78	25	and	and	CCONJ
easat-2208	78	26	the	the	DET
easat-2208	78	27	price	price	NOUN
easat-2208	78	28	of	of	ADP
easat-2208	78	29	gold	gold	NOUN
easat-2208	78	30	,	,	PUNCT
easat-2208	78	31	further	far	ADV
easat-2208	78	32	supporting	support	VERB
easat-2208	78	33	the	the	DET
easat-2208	78	34	idea	idea	NOUN
easat-2208	78	35	that	that	SCONJ
easat-2208	78	36	the	the	DET
easat-2208	78	37	value	value	NOUN
easat-2208	78	38	of	of	ADP
easat-2208	78	39	gold	gold	NOUN
easat-2208	78	40	mining	mining	NOUN
easat-2208	78	41	companies	company	NOUN
easat-2208	78	42	is	be	AUX
easat-2208	78	43	sensitive	sensitive	ADJ
easat-2208	78	44	to	to	ADP
easat-2208	78	45	gold	gold	NOUN
easat-2208	78	46	price	price	NOUN
easat-2208	78	47	movements	movement	NOUN
easat-2208	78	48	.	.	PUNCT
easat-2208	79	1	blose	blose	NOUN
easat-2208	79	2	and	and	CCONJ
easat-2208	79	3	shieh	shieh	VERB
easat-2208	80	1	[	[	X
easat-2208	80	2	16	16	NUM
easat-2208	80	3	]	]	PUNCT
easat-2208	80	4	also	also	ADV
easat-2208	80	5	concluded	conclude	VERB
easat-2208	80	6	that	that	SCONJ
easat-2208	80	7	their	their	PRON
easat-2208	80	8	model	model	NOUN
easat-2208	80	9	,	,	PUNCT
easat-2208	80	10	developed	develop	VERB
easat-2208	80	11	in	in	ADP
easat-2208	80	12	a	a	DET
easat-2208	80	13	previous	previous	ADJ
easat-2208	80	14	study	study	NOUN
easat-2208	80	15	[	[	X
easat-2208	80	16	17	17	NUM
easat-2208	80	17	]	]	PUNCT
easat-2208	80	18	,	,	PUNCT
easat-2208	80	19	accurately	accurately	ADV
easat-2208	80	20	predicts	predict	VERB
easat-2208	80	21	that	that	SCONJ
easat-2208	80	22	companies	company	NOUN
easat-2208	80	23	with	with	ADP
easat-2208	80	24	primarily	primarily	ADV
easat-2208	80	25	gold	gold	NOUN
easat-2208	80	26	-	-	PUNCT
easat-2208	80	27	mining	mining	NOUN
easat-2208	80	28	assets	asset	NOUN
easat-2208	80	29	would	would	AUX
easat-2208	80	30	have	have	VERB
easat-2208	80	31	a	a	DET
easat-2208	80	32	gold	gold	NOUN
easat-2208	80	33	elasticity	elasticity	NOUN
easat-2208	80	34	of	of	ADP
easat-2208	80	35	more	more	ADJ
easat-2208	80	36	than	than	ADP
easat-2208	80	37	one	one	NUM
easat-2208	80	38	.	.	PUNCT
easat-2208	81	1	this	this	PRON
easat-2208	81	2	was	be	AUX
easat-2208	81	3	confirmed	confirm	VERB
easat-2208	81	4	through	through	ADP
easat-2208	81	5	their	their	PRON
easat-2208	81	6	test	test	NOUN
easat-2208	81	7	using	use	VERB
easat-2208	81	8	23	23	NUM
easat-2208	81	9	gold	gold	NOUN
easat-2208	81	10	mining	mining	NOUN
easat-2208	81	11	stocks	stock	NOUN
easat-2208	81	12	from	from	ADP
easat-2208	81	13	1981	1981	NUM
easat-2208	81	14	to	to	ADP
easat-2208	81	15	1990	1990	NUM
easat-2208	81	16	.	.	PUNCT
easat-2208	82	1	7	7	X
easat-2208	82	2	.	.	X
easat-2208	82	3	dataset	dataset	NOUN
easat-2208	82	4	data	datum	NOUN
easat-2208	82	5	for	for	ADP
easat-2208	82	6	this	this	DET
easat-2208	82	7	research	research	NOUN
easat-2208	82	8	was	be	AUX
easat-2208	82	9	collected	collect	VERB
easat-2208	82	10	from	from	ADP
easat-2208	82	11	various	various	ADJ
easat-2208	82	12	sources	source	NOUN
easat-2208	82	13	between	between	ADP
easat-2208	82	14	january	january	PROPN
easat-2208	82	15	2005	2005	NUM
easat-2208	82	16	and	and	CCONJ
easat-2208	82	17	september	september	PROPN
easat-2208	82	18	2016	2016	NUM
easat-2208	82	19	.	.	PUNCT
easat-2208	83	1	our	our	PRON
easat-2208	83	2	team	team	NOUN
easat-2208	83	3	obtained	obtain	VERB
easat-2208	83	4	information	information	NOUN
easat-2208	83	5	on	on	ADP
easat-2208	83	6	oil	oil	NOUN
easat-2208	83	7	prices	price	NOUN
easat-2208	83	8	,	,	PUNCT
easat-2208	83	9	the	the	DET
easat-2208	83	10	new	new	PROPN
easat-2208	83	11	york	york	PROPN
easat-2208	83	12	stock	stock	PROPN
easat-2208	83	13	exchange	exchange	PROPN
easat-2208	83	14	,	,	PUNCT
easat-2208	83	15	the	the	DET
easat-2208	83	16	standard	standard	PROPN
easat-2208	83	17	&	&	CCONJ
easat-2208	83	18	poor	poor	PROPN
easat-2208	83	19	's	's	PART
easat-2208	83	20	500	500	NUM
easat-2208	83	21	index	index	NOUN
easat-2208	83	22	,	,	PUNCT
easat-2208	83	23	us	us	PROPN
easat-2208	83	24	bond	bond	NOUN
easat-2208	83	25	rates	rate	NOUN
easat-2208	83	26	(	(	PUNCT
easat-2208	83	27	10	10	NUM
easat-2208	83	28	years	year	NOUN
easat-2208	83	29	)	)	PUNCT
easat-2208	83	30	,	,	PUNCT
easat-2208	83	31	and	and	CCONJ
easat-2208	83	32	eurousd	eurousd	PROPN
easat-2208	83	33	exchange	exchange	NOUN
easat-2208	83	34	rates	rate	NOUN
easat-2208	83	35	.	.	PUNCT
easat-2208	84	1	additionally	additionally	ADV
easat-2208	84	2	,	,	PUNCT
easat-2208	84	3	we	we	PRON
easat-2208	84	4	gathered	gather	VERB
easat-2208	84	5	data	datum	NOUN
easat-2208	84	6	from	from	ADP
easat-2208	84	7	multiple	multiple	ADJ
easat-2208	84	8	government	government	NOUN
easat-2208	84	9	central	central	ADJ
easat-2208	84	10	banks	bank	NOUN
easat-2208	84	11	and	and	CCONJ
easat-2208	84	12	five	five	NUM
easat-2208	84	13	major	major	ADJ
easat-2208	84	14	companies	company	NOUN
easat-2208	84	15	with	with	ADP
easat-2208	84	16	large	large	ADJ
easat-2208	84	17	investments	investment	NOUN
easat-2208	84	18	in	in	ADP
easat-2208	84	19	gold	gold	NOUN
easat-2208	84	20	.	.	PUNCT
easat-2208	85	1	the	the	DET
easat-2208	85	2	analysis	analysis	NOUN
easat-2208	85	3	also	also	ADV
easat-2208	85	4	considered	consider	VERB
easat-2208	85	5	the	the	DET
easat-2208	85	6	price	price	NOUN
easat-2208	85	7	of	of	ADP
easat-2208	85	8	precious	precious	ADJ
easat-2208	85	9	metals	metal	NOUN
easat-2208	85	10	during	during	ADP
easat-2208	85	11	this	this	DET
easat-2208	85	12	time	time	NOUN
easat-2208	85	13	[	[	X
easat-2208	85	14	18][19	18][19	NUM
easat-2208	85	15	]	]	PUNCT
easat-2208	85	16	.	.	PUNCT
easat-2208	86	1	the	the	DET
easat-2208	86	2	sources	source	NOUN
easat-2208	86	3	used	use	VERB
easat-2208	86	4	for	for	ADP
easat-2208	86	5	this	this	DET
easat-2208	86	6	data	datum	NOUN
easat-2208	86	7	are	be	AUX
easat-2208	86	8	mentioned	mention	VERB
easat-2208	86	9	in	in	ADP
easat-2208	86	10	table	table	NOUN
easat-2208	86	11	i.	i.	NOUN
easat-2208	86	12	all	all	DET
easat-2208	86	13	relevant	relevant	ADJ
easat-2208	86	14	attributes	attribute	NOUN
easat-2208	86	15	are	be	AUX
easat-2208	86	16	listed	list	VERB
easat-2208	86	17	in	in	ADP
easat-2208	86	18	table	table	NOUN
easat-2208	86	19	ii	ii	PROPN
easat-2208	86	20	.	.	PUNCT
easat-2208	87	1	our	our	PRON
easat-2208	87	2	forecast	forecast	NOUN
easat-2208	87	3	is	be	AUX
easat-2208	87	4	based	base	VERB
easat-2208	87	5	on	on	ADP
easat-2208	87	6	the	the	DET
easat-2208	87	7	price	price	NOUN
easat-2208	87	8	of	of	ADP
easat-2208	87	9	gold	gold	NOUN
easat-2208	87	10	in	in	ADP
easat-2208	87	11	us	us	PROPN
easat-2208	87	12	dollars	dollar	NOUN
easat-2208	87	13	.	.	PUNCT
easat-2208	88	1	the	the	DET
easat-2208	88	2	dataset	dataset	NOUN
easat-2208	88	3	was	be	AUX
easat-2208	88	4	thoroughly	thoroughly	ADV
easat-2208	88	5	cleaned	clean	VERB
easat-2208	88	6	and	and	CCONJ
easat-2208	88	7	preprocessed	preprocesse	VERB
easat-2208	88	8	,	,	PUNCT
easat-2208	88	9	with	with	ADP
easat-2208	88	10	missing	miss	VERB
easat-2208	88	11	values	value	NOUN
easat-2208	88	12	handled	handle	VERB
easat-2208	88	13	appropriately	appropriately	ADV
easat-2208	88	14	.	.	PUNCT
easat-2208	89	1	daily	daily	ADJ
easat-2208	89	2	fluctuations	fluctuation	NOUN
easat-2208	89	3	in	in	ADP
easat-2208	89	4	gold	gold	NOUN
easat-2208	89	5	prices	price	NOUN
easat-2208	89	6	are	be	AUX
easat-2208	89	7	also	also	ADV
easat-2208	89	8	influenced	influence	VERB
easat-2208	89	9	by	by	ADP
easat-2208	89	10	major	major	ADJ
easat-2208	89	11	global	global	ADJ
easat-2208	89	12	events	event	NOUN
easat-2208	89	13	.	.	PUNCT
easat-2208	90	1	as	as	SCONJ
easat-2208	90	2	seen	see	VERB
easat-2208	90	3	in	in	ADP
easat-2208	90	4	figure	figure	NOUN
easat-2208	90	5	1[20	1[20	NUM
easat-2208	90	6	]	]	PUNCT
easat-2208	90	7	,	,	PUNCT
easat-2208	90	8	there	there	PRON
easat-2208	90	9	has	have	AUX
easat-2208	90	10	been	be	AUX
easat-2208	90	11	a	a	DET
easat-2208	90	12	significant	significant	ADJ
easat-2208	90	13	increase	increase	NOUN
easat-2208	90	14	in	in	ADP
easat-2208	90	15	gold	gold	NOUN
easat-2208	90	16	rates	rate	NOUN
easat-2208	90	17	over	over	ADP
easat-2208	90	18	the	the	DET
easat-2208	90	19	past	past	ADJ
easat-2208	90	20	few	few	ADJ
easat-2208	90	21	1047	1047	NUM
easat-2208	90	22	edelweiss	edelweiss	PROPN
easat-2208	90	23	applied	apply	VERB
easat-2208	90	24	science	science	NOUN
easat-2208	90	25	and	and	CCONJ
easat-2208	90	26	technology	technology	NOUN
easat-2208	90	27	issn	issn	PROPN
easat-2208	90	28	:	:	PUNCT
easat-2208	90	29	2576	2576	NUM
easat-2208	90	30	-	-	SYM
easat-2208	90	31	8484	8484	NUM
easat-2208	90	32	vol	vol	NOUN
easat-2208	90	33	.	.	PROPN
easat-2208	90	34	8	8	NUM
easat-2208	90	35	,	,	PUNCT
easat-2208	90	36	no	no	INTJ
easat-2208	90	37	.	.	NOUN
easat-2208	91	1	6	6	NUM
easat-2208	91	2	:	:	PUNCT
easat-2208	91	3	1044	1044	NUM
easat-2208	91	4	-	-	SYM
easat-2208	91	5	1056	1056	NUM
easat-2208	91	6	,	,	PUNCT
easat-2208	91	7	2024	2024	NUM
easat-2208	91	8	doi	doi	NOUN
easat-2208	91	9	:	:	PUNCT
easat-2208	91	10	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	91	11	©	©	PROPN
easat-2208	91	12	2024	2024	NUM
easat-2208	91	13	by	by	ADP
easat-2208	91	14	the	the	DET
easat-2208	91	15	author	author	NOUN
easat-2208	91	16	;	;	PUNCT
easat-2208	91	17	licensee	licensee	PROPN
easat-2208	91	18	learning	learn	VERB
easat-2208	91	19	gate	gate	PROPN
easat-2208	91	20	years	year	NOUN
easat-2208	91	21	.	.	PUNCT
easat-2208	92	1	figure	figure	NOUN
easat-2208	92	2	1	1	NUM
easat-2208	92	3	.	.	PUNCT
easat-2208	93	1	gold	gold	NOUN
easat-2208	93	2	prices	price	NOUN
easat-2208	93	3	rising	rise	VERB
easat-2208	93	4	rate	rate	NOUN
easat-2208	93	5	in	in	ADP
easat-2208	93	6	recent	recent	ADJ
easat-2208	93	7	years	year	NOUN
easat-2208	93	8	.	.	PUNCT
easat-2208	94	1	to	to	PART
easat-2208	94	2	handle	handle	VERB
easat-2208	94	3	the	the	DET
easat-2208	94	4	substantial	substantial	ADJ
easat-2208	94	5	difference	difference	NOUN
easat-2208	94	6	in	in	ADP
easat-2208	94	7	cost	cost	NOUN
easat-2208	94	8	,	,	PUNCT
easat-2208	94	9	it	it	PRON
easat-2208	94	10	was	be	AUX
easat-2208	94	11	decided	decide	VERB
easat-2208	94	12	that	that	SCONJ
easat-2208	94	13	the	the	DET
easat-2208	94	14	dataset	dataset	NOUN
easat-2208	94	15	would	would	AUX
easat-2208	94	16	be	be	AUX
easat-2208	94	17	split	split	VERB
easat-2208	94	18	in	in	ADP
easat-2208	94	19	a	a	DET
easat-2208	94	20	consecutive	consecutive	ADJ
easat-2208	94	21	manner	manner	NOUN
easat-2208	94	22	rather	rather	ADV
easat-2208	94	23	than	than	ADP
easat-2208	94	24	via	via	ADP
easat-2208	94	25	random	random	ADJ
easat-2208	94	26	sampling	sampling	NOUN
easat-2208	94	27	.	.	PUNCT
easat-2208	95	1	this	this	PRON
easat-2208	95	2	led	lead	VERB
easat-2208	95	3	to	to	ADP
easat-2208	95	4	the	the	DET
easat-2208	95	5	selection	selection	NOUN
easat-2208	95	6	of	of	ADP
easat-2208	95	7	the	the	DET
easat-2208	95	8	most	most	ADV
easat-2208	95	9	recent	recent	ADJ
easat-2208	95	10	25	25	NUM
easat-2208	95	11	%	%	NOUN
easat-2208	95	12	of	of	ADP
easat-2208	95	13	the	the	DET
easat-2208	95	14	data	datum	NOUN
easat-2208	95	15	as	as	ADP
easat-2208	95	16	the	the	DET
easat-2208	95	17	test	test	NOUN
easat-2208	95	18	set	set	NOUN
easat-2208	95	19	,	,	PUNCT
easat-2208	95	20	while	while	SCONJ
easat-2208	95	21	the	the	DET
easat-2208	95	22	earliest	early	ADJ
easat-2208	95	23	75	75	NUM
easat-2208	95	24	%	%	NOUN
easat-2208	95	25	was	be	AUX
easat-2208	95	26	designated	designate	VERB
easat-2208	95	27	for	for	ADP
easat-2208	95	28	training	training	NOUN
easat-2208	95	29	.	.	PUNCT
easat-2208	96	1	consequently	consequently	ADV
easat-2208	96	2	,	,	PUNCT
easat-2208	96	3	the	the	DET
easat-2208	96	4	initial	initial	ADJ
easat-2208	96	5	2295	2295	NUM
easat-2208	96	6	records	record	NOUN
easat-2208	96	7	were	be	AUX
easat-2208	96	8	utilized	utilize	VERB
easat-2208	96	9	for	for	ADP
easat-2208	96	10	training	training	NOUN
easat-2208	96	11	and	and	CCONJ
easat-2208	96	12	the	the	DET
easat-2208	96	13	last	last	ADJ
easat-2208	96	14	770	770	NUM
easat-2208	96	15	rows	row	NOUN
easat-2208	96	16	were	be	AUX
easat-2208	96	17	used	use	VERB
easat-2208	96	18	for	for	ADP
easat-2208	96	19	testing	testing	NOUN
easat-2208	96	20	.	.	PUNCT
easat-2208	97	1	due	due	ADP
easat-2208	97	2	to	to	ADP
easat-2208	97	3	the	the	DET
easat-2208	97	4	significant	significant	ADJ
easat-2208	97	5	variations	variation	NOUN
easat-2208	97	6	in	in	ADP
easat-2208	97	7	the	the	DET
easat-2208	97	8	value	value	NOUN
easat-2208	97	9	of	of	ADP
easat-2208	97	10	gold	gold	NOUN
easat-2208	97	11	over	over	ADP
easat-2208	97	12	time	time	NOUN
easat-2208	97	13	,	,	PUNCT
easat-2208	97	14	it	it	PRON
easat-2208	97	15	was	be	AUX
easat-2208	97	16	considered	consider	VERB
easat-2208	97	17	more	more	ADV
easat-2208	97	18	appropriate	appropriate	ADJ
easat-2208	97	19	to	to	PART
easat-2208	97	20	use	use	VERB
easat-2208	97	21	recent	recent	ADJ
easat-2208	97	22	data	datum	NOUN
easat-2208	97	23	for	for	ADP
easat-2208	97	24	forecasting	forecast	VERB
easat-2208	97	25	future	future	ADJ
easat-2208	97	26	trends	trend	NOUN
easat-2208	97	27	.	.	PUNCT
easat-2208	98	1	as	as	ADP
easat-2208	98	2	a	a	DET
easat-2208	98	3	result	result	NOUN
easat-2208	98	4	,	,	PUNCT
easat-2208	98	5	the	the	DET
easat-2208	98	6	training	training	NOUN
easat-2208	98	7	set	set	NOUN
easat-2208	98	8	was	be	AUX
easat-2208	98	9	further	far	ADV
easat-2208	98	10	divided	divide	VERB
easat-2208	98	11	into	into	ADP
easat-2208	98	12	four	four	NUM
easat-2208	98	13	versions	version	NOUN
easat-2208	98	14	:	:	PUNCT
easat-2208	98	15	the	the	DET
easat-2208	98	16	first	first	ADJ
easat-2208	98	17	version	version	NOUN
easat-2208	98	18	including	include	VERB
easat-2208	98	19	records	record	NOUN
easat-2208	98	20	from	from	ADP
easat-2208	98	21	0	0	NUM
easat-2208	98	22	%	%	NOUN
easat-2208	98	23	to	to	PART
easat-2208	98	24	75	75	NUM
easat-2208	98	25	%	%	NOUN
easat-2208	98	26	,	,	PUNCT
easat-2208	98	27	the	the	DET
easat-2208	98	28	second	second	ADJ
easat-2208	98	29	version	version	NOUN
easat-2208	98	30	including	include	VERB
easat-2208	98	31	records	record	NOUN
easat-2208	98	32	from	from	ADP
easat-2208	98	33	15	15	NUM
easat-2208	98	34	%	%	NOUN
easat-2208	98	35	to	to	PART
easat-2208	98	36	75	75	NUM
easat-2208	98	37	%	%	NOUN
easat-2208	98	38	,	,	PUNCT
easat-2208	98	39	the	the	DET
easat-2208	98	40	third	third	ADJ
easat-2208	98	41	version	version	NOUN
easat-2208	98	42	including	include	VERB
easat-2208	98	43	records	record	NOUN
easat-2208	98	44	from	from	ADP
easat-2208	98	45	30	30	NUM
easat-2208	98	46	%	%	NOUN
easat-2208	98	47	to	to	PART
easat-2208	98	48	75	75	NUM
easat-2208	98	49	%	%	NOUN
easat-2208	98	50	,	,	PUNCT
easat-2208	98	51	and	and	CCONJ
easat-2208	98	52	the	the	DET
easat-2208	98	53	final	final	ADJ
easat-2208	98	54	version	version	NOUN
easat-2208	98	55	including	include	VERB
easat-2208	98	56	records	record	NOUN
easat-2208	98	57	from	from	ADP
easat-2208	98	58	45	45	NUM
easat-2208	98	59	%	%	NOUN
easat-2208	98	60	to	to	PART
easat-2208	98	61	75	75	NUM
easat-2208	98	62	%	%	NOUN
easat-2208	98	63	of	of	ADP
easat-2208	98	64	the	the	DET
easat-2208	98	65	complete	complete	ADJ
easat-2208	98	66	dataset	dataset	NOUN
easat-2208	99	1	[	[	X
easat-2208	99	2	21][22	21][22	PROPN
easat-2208	99	3	]	]	X
easat-2208	99	4	.	.	PUNCT
easat-2208	100	1	8	8	X
easat-2208	100	2	.	.	X
easat-2208	100	3	performing	perform	VERB
easat-2208	100	4	an	an	DET
easat-2208	100	5	analysis	analysis	NOUN
easat-2208	100	6	of	of	ADP
easat-2208	100	7	correlations	correlation	NOUN
easat-2208	100	8	our	our	PRON
easat-2208	100	9	analysis	analysis	NOUN
easat-2208	100	10	revealed	reveal	VERB
easat-2208	100	11	a	a	DET
easat-2208	100	12	strong	strong	ADJ
easat-2208	100	13	relationship	relationship	NOUN
easat-2208	100	14	between	between	ADP
easat-2208	100	15	the	the	DET
easat-2208	100	16	price	price	NOUN
easat-2208	100	17	of	of	ADP
easat-2208	100	18	gold	gold	NOUN
easat-2208	100	19	and	and	CCONJ
easat-2208	100	20	our	our	PRON
easat-2208	100	21	set	set	NOUN
easat-2208	100	22	of	of	ADP
easat-2208	100	23	twenty	twenty	NUM
easat-2208	100	24	-	-	PUNCT
easat-2208	100	25	two	two	NUM
easat-2208	100	26	attributes	attribute	NOUN
easat-2208	100	27	.	.	PUNCT
easat-2208	101	1	the	the	DET
easat-2208	101	2	correlation	correlation	NOUN
easat-2208	101	3	results	result	NOUN
easat-2208	101	4	are	be	AUX
easat-2208	101	5	displayed	display	VERB
easat-2208	101	6	in	in	ADP
easat-2208	101	7	figure	figure	NOUN
easat-2208	101	8	3	3	NUM
easat-2208	101	9	,	,	PUNCT
easat-2208	101	10	which	which	PRON
easat-2208	101	11	offers	offer	VERB
easat-2208	101	12	interesting	interesting	ADJ
easat-2208	101	13	insights	insight	NOUN
easat-2208	101	14	.	.	PUNCT
easat-2208	102	1	surprisingly	surprisingly	ADV
easat-2208	102	2	,	,	PUNCT
easat-2208	102	3	the	the	DET
easat-2208	102	4	stock	stock	NOUN
easat-2208	102	5	price	price	NOUN
easat-2208	102	6	of	of	ADP
easat-2208	102	7	silver	silver	ADJ
easat-2208	102	8	wheaton	wheaton	PROPN
easat-2208	102	9	corporation	corporation	NOUN
easat-2208	102	10	,	,	PUNCT
easat-2208	102	11	the	the	DET
easat-2208	102	12	largest	large	ADJ
easat-2208	102	13	company	company	NOUN
easat-2208	102	14	in	in	ADP
easat-2208	102	15	the	the	DET
easat-2208	102	16	precious	precious	ADJ
easat-2208	102	17	metals	metal	NOUN
easat-2208	102	18	streaming	streaming	NOUN
easat-2208	102	19	industry	industry	NOUN
easat-2208	102	20	,	,	PUNCT
easat-2208	102	21	showed	show	VERB
easat-2208	102	22	the	the	DET
easat-2208	102	23	highest	high	ADJ
easat-2208	102	24	correlation	correlation	NOUN
easat-2208	102	25	with	with	ADP
easat-2208	102	26	gold	gold	NOUN
easat-2208	102	27	rates	rate	NOUN
easat-2208	102	28	,	,	PUNCT
easat-2208	102	29	rather	rather	ADV
easat-2208	102	30	than	than	ADP
easat-2208	102	31	the	the	DET
easat-2208	102	32	performance	performance	NOUN
easat-2208	102	33	of	of	ADP
easat-2208	102	34	major	major	ADJ
easat-2208	102	35	economies	economy	NOUN
easat-2208	102	36	like	like	ADP
easat-2208	102	37	the	the	DET
easat-2208	102	38	us	us	PROPN
easat-2208	102	39	or	or	CCONJ
easat-2208	102	40	the	the	DET
easat-2208	102	41	prices	price	NOUN
easat-2208	102	42	of	of	ADP
easat-2208	102	43	other	other	ADJ
easat-2208	102	44	precious	precious	ADJ
easat-2208	102	45	metals	metal	NOUN
easat-2208	102	46	[	[	X
easat-2208	102	47	23	23	NUM
easat-2208	102	48	]	]	PUNCT
easat-2208	102	49	.	.	PUNCT
easat-2208	103	1	the	the	DET
easat-2208	103	2	tenth	tenth	ADJ
easat-2208	103	3	and	and	CCONJ
easat-2208	103	4	eleventh	eleventh	ADJ
easat-2208	103	5	most	most	ADV
easat-2208	103	6	correlated	correlate	VERB
easat-2208	103	7	gold	gold	ADJ
easat-2208	103	8	producers	producer	NOUN
easat-2208	103	9	were	be	AUX
easat-2208	103	10	eldorado	eldorado	NOUN
easat-2208	103	11	gold	gold	NOUN
easat-2208	103	12	corporation	corporation	NOUN
easat-2208	103	13	and	and	CCONJ
easat-2208	103	14	compania	compania	PROPN
easat-2208	103	15	de	de	PROPN
easat-2208	103	16	minas	minas	PROPN
easat-2208	103	17	buenaventura	buenaventura	PROPN
easat-2208	103	18	,	,	PUNCT
easat-2208	103	19	respectively	respectively	ADV
easat-2208	103	20	.	.	PUNCT
easat-2208	104	1	this	this	PRON
easat-2208	104	2	is	be	AUX
easat-2208	104	3	the	the	DET
easat-2208	104	4	first	first	ADJ
easat-2208	104	5	study	study	NOUN
easat-2208	104	6	to	to	PART
easat-2208	104	7	use	use	VERB
easat-2208	104	8	the	the	DET
easat-2208	104	9	values	value	NOUN
easat-2208	104	10	of	of	ADP
easat-2208	104	11	major	major	ADJ
easat-2208	104	12	gold	gold	ADJ
easat-2208	104	13	producers	producer	NOUN
easat-2208	104	14	(	(	PUNCT
easat-2208	104	15	as	as	SCONJ
easat-2208	104	16	shown	show	VERB
easat-2208	104	17	in	in	ADP
easat-2208	104	18	table	table	NOUN
easat-2208	104	19	ii	ii	NOUN
easat-2208	104	20	)	)	PUNCT
easat-2208	105	1	[	[	X
easat-2208	105	2	24][25	24][25	NUM
easat-2208	105	3	]	]	PUNCT
easat-2208	105	4	to	to	PART
easat-2208	105	5	predict	predict	VERB
easat-2208	105	6	gold	gold	ADJ
easat-2208	105	7	prices	price	NOUN
easat-2208	105	8	.	.	PUNCT
easat-2208	106	1	as	as	SCONJ
easat-2208	106	2	expected	expect	VERB
easat-2208	106	3	,	,	PUNCT
easat-2208	106	4	the	the	DET
easat-2208	106	5	prices	price	NOUN
easat-2208	106	6	of	of	ADP
easat-2208	106	7	other	other	ADJ
easat-2208	106	8	precious	precious	ADJ
easat-2208	106	9	metals	metal	NOUN
easat-2208	106	10	,	,	PUNCT
easat-2208	106	11	such	such	ADJ
easat-2208	106	12	as	as	ADP
easat-2208	106	13	silver	silver	NOUN
easat-2208	106	14	,	,	PUNCT
easat-2208	106	15	and	and	CCONJ
easat-2208	106	16	the	the	DET
easat-2208	106	17	performance	performance	NOUN
easat-2208	106	18	indicators	indicator	NOUN
easat-2208	106	19	of	of	ADP
easat-2208	106	20	major	major	ADJ
easat-2208	106	21	economies	economy	NOUN
easat-2208	106	22	like	like	ADP
easat-2208	106	23	the	the	DET
easat-2208	106	24	us	us	PROPN
easat-2208	106	25	and	and	CCONJ
easat-2208	106	26	uk	uk	PROPN
easat-2208	106	27	closely	closely	ADV
easat-2208	106	28	followed	follow	VERB
easat-2208	106	29	silver	silver	ADJ
easat-2208	106	30	wheaton	wheaton	PROPN
easat-2208	106	31	corporation	corporation	NOUN
easat-2208	106	32	.	.	PUNCT
easat-2208	107	1	in	in	ADP
easat-2208	107	2	this	this	DET
easat-2208	107	3	study	study	NOUN
easat-2208	107	4	,	,	PUNCT
easat-2208	107	5	russia	russia	PROPN
easat-2208	107	6	's	's	PART
easat-2208	107	7	interest	interest	NOUN
easat-2208	107	8	rate	rate	NOUN
easat-2208	107	9	ranked	rank	VERB
easat-2208	107	10	seventh	seventh	ADV
easat-2208	107	11	in	in	ADP
easat-2208	107	12	terms	term	NOUN
easat-2208	107	13	of	of	ADP
easat-2208	107	14	its	its	PRON
easat-2208	107	15	impact	impact	NOUN
easat-2208	107	16	on	on	ADP
easat-2208	107	17	gold	gold	NOUN
easat-2208	107	18	prices	price	NOUN
easat-2208	107	19	,	,	PUNCT
easat-2208	107	20	making	make	VERB
easat-2208	107	21	it	it	PRON
easat-2208	107	22	a	a	DET
easat-2208	107	23	notable	notable	ADJ
easat-2208	107	24	factor	factor	NOUN
easat-2208	107	25	.	.	PUNCT
easat-2208	108	1	however	however	ADV
easat-2208	108	2	,	,	PUNCT
easat-2208	108	3	china	china	PROPN
easat-2208	108	4	's	's	PART
easat-2208	108	5	interest	interest	NOUN
easat-2208	108	6	rate	rate	NOUN
easat-2208	108	7	did	do	AUX
easat-2208	108	8	not	not	PART
easat-2208	108	9	have	have	VERB
easat-2208	108	10	a	a	DET
easat-2208	108	11	significant	significant	ADJ
easat-2208	108	12	effect	effect	NOUN
easat-2208	108	13	on	on	ADP
easat-2208	108	14	gold	gold	ADJ
easat-2208	108	15	prices	price	NOUN
easat-2208	108	16	[	[	X
easat-2208	108	17	26	26	NUM
easat-2208	108	18	]	]	PUNCT
easat-2208	108	19	.	.	PUNCT
easat-2208	109	1	1048	1048	NUM
easat-2208	109	2	edelweiss	edelweiss	PROPN
easat-2208	109	3	applied	apply	VERB
easat-2208	109	4	science	science	NOUN
easat-2208	109	5	and	and	CCONJ
easat-2208	109	6	technology	technology	NOUN
easat-2208	109	7	issn	issn	PROPN
easat-2208	109	8	:	:	PUNCT
easat-2208	109	9	2576	2576	NUM
easat-2208	109	10	-	-	SYM
easat-2208	109	11	8484	8484	NUM
easat-2208	109	12	vol	vol	NOUN
easat-2208	109	13	.	.	PROPN
easat-2208	109	14	8	8	NUM
easat-2208	109	15	,	,	PUNCT
easat-2208	109	16	no	no	INTJ
easat-2208	109	17	.	.	NOUN
easat-2208	109	18	6	6	NUM
easat-2208	109	19	:	:	PUNCT
easat-2208	109	20	1044	1044	NUM
easat-2208	109	21	-	-	SYM
easat-2208	109	22	1056	1056	NUM
easat-2208	109	23	,	,	PUNCT
easat-2208	109	24	2024	2024	NUM
easat-2208	109	25	doi	doi	NOUN
easat-2208	109	26	:	:	PUNCT
easat-2208	109	27	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	109	28	©	©	PROPN
easat-2208	109	29	2024	2024	NUM
easat-2208	109	30	by	by	ADP
easat-2208	109	31	the	the	DET
easat-2208	109	32	author	author	NOUN
easat-2208	109	33	;	;	PUNCT
easat-2208	109	34	licensee	licensee	PROPN
easat-2208	109	35	learning	learn	VERB
easat-2208	109	36	gate	gate	NOUN
easat-2208	109	37	table	table	NOUN
easat-2208	109	38	1	1	NUM
easat-2208	109	39	.	.	PUNCT
easat-2208	110	1	gold	gold	NOUN
easat-2208	110	2	rates	rate	NOUN
easat-2208	110	3	predicted	predict	VERB
easat-2208	110	4	by	by	ADP
easat-2208	110	5	attributes	attribute	NOUN
easat-2208	110	6	.	.	PUNCT
easat-2208	111	1	parameters	parameter	NOUN
easat-2208	112	1	[	[	X
easat-2208	112	2	1	1	X
easat-2208	112	3	]	]	X
easat-2208	112	4	[	[	X
easat-2208	112	5	4	4	X
easat-2208	112	6	]	]	X
easat-2208	112	7	[	[	X
easat-2208	112	8	5	5	NUM
easat-2208	112	9	]	]	X
easat-2208	112	10	[	[	X
easat-2208	112	11	6	6	NUM
easat-2208	112	12	]	]	X
easat-2208	113	1	[	[	X
easat-2208	113	2	9	9	NUM
easat-2208	113	3	]	]	X
easat-2208	113	4	[	[	X
easat-2208	113	5	10	10	NUM
easat-2208	113	6	]	]	PUNCT
easat-2208	113	7	proposed	propose	VERB
easat-2208	113	8	period	period	NOUN
easat-2208	113	9	time	time	NOUN
easat-2208	113	10	from	from	ADP
easat-2208	113	11	2003	2003	NUM
easat-2208	113	12	to	to	ADP
easat-2208	113	13	2016	2016	NUM
easat-2208	113	14	from	from	ADP
easat-2208	113	15	2007	2007	NUM
easat-2208	113	16	to	to	ADP
easat-2208	113	17	2021	2021	NUM
easat-2208	113	18	2009	2009	NUM
easat-2208	113	19	from	from	ADP
easat-2208	113	20	1979	1979	NUM
easat-2208	113	21	to	to	ADP
easat-2208	113	22	2020	2020	NUM
easat-2208	113	23	from	from	ADP
easat-2208	113	24	2012	2012	NUM
easat-2208	113	25	to	to	ADP
easat-2208	113	26	2020	2020	NUM
easat-2208	113	27	from	from	ADP
easat-2208	113	28	1996	1996	NUM
easat-2208	113	29	to	to	ADP
easat-2208	113	30	2014	2014	NUM
easat-2208	113	31	from	from	ADP
easat-2208	113	32	2012	2012	NUM
easat-2208	113	33	to	to	ADP
easat-2208	113	34	2023	2023	NUM
easat-2208	113	35	spot	spot	NOUN
easat-2208	113	36	price	price	NOUN
easat-2208	113	37	of	of	ADP
easat-2208	113	38	oil	oil	NOUN
easat-2208	114	1	yes	yes	INTJ
easat-2208	115	1	yes	yes	INTJ
easat-2208	116	1	no	no	INTJ
easat-2208	116	2	no	no	INTJ
easat-2208	117	1	no	no	INTJ
easat-2208	118	1	yes	yes	INTJ
easat-2208	118	2	yes	yes	INTJ
easat-2208	118	3	futures	future	NOUN
easat-2208	118	4	price	price	NOUN
easat-2208	118	5	of	of	ADP
easat-2208	118	6	oil	oil	NOUN
easat-2208	119	1	yes	yes	INTJ
easat-2208	120	1	no	no	INTJ
easat-2208	120	2	no	no	INTJ
easat-2208	121	1	no	no	INTJ
easat-2208	122	1	yes	yes	INTJ
easat-2208	123	1	no	no	INTJ
easat-2208	123	2	no	no	DET
easat-2208	123	3	price	price	NOUN
easat-2208	123	4	of	of	ADP
easat-2208	123	5	gold	gold	NOUN
easat-2208	123	6	at	at	ADP
easat-2208	123	7	the	the	DET
easat-2208	123	8	spot	spot	NOUN
easat-2208	124	1	yes	yes	INTJ
easat-2208	125	1	yes	yes	INTJ
easat-2208	126	1	yes	yes	INTJ
easat-2208	127	1	yes	yes	INTJ
easat-2208	128	1	yes	yes	INTJ
easat-2208	129	1	yes	yes	INTJ
easat-2208	129	2	yes	yes	INTJ
easat-2208	129	3	the	the	DET
easat-2208	129	4	price	price	NOUN
easat-2208	129	5	of	of	ADP
easat-2208	129	6	gold	gold	NOUN
easat-2208	129	7	in	in	ADP
easat-2208	129	8	the	the	DET
easat-2208	129	9	future	future	NOUN
easat-2208	130	1	no	no	INTJ
easat-2208	130	2	no	no	INTJ
easat-2208	130	3	no	no	INTJ
easat-2208	131	1	no	no	INTJ
easat-2208	132	1	yes	yes	INTJ
easat-2208	133	1	no	no	INTJ
easat-2208	133	2	no	no	DET
easat-2208	133	3	rate	rate	NOUN
easat-2208	133	4	of	of	ADP
easat-2208	133	5	interest	interest	NOUN
easat-2208	133	6	at	at	ADP
easat-2208	133	7	base	base	NOUN
easat-2208	134	1	yes	yes	INTJ
easat-2208	134	2	no	no	INTJ
easat-2208	135	1	no	no	INTJ
easat-2208	135	2	no	no	INTJ
easat-2208	136	1	no	no	INTJ
easat-2208	136	2	no	no	INTJ
easat-2208	137	1	no	no	DET
easat-2208	137	2	prices	price	NOUN
easat-2208	137	3	of	of	ADP
easat-2208	137	4	silver	silver	NOUN
easat-2208	137	5	in	in	ADP
easat-2208	137	6	the	the	DET
easat-2208	137	7	market	market	NOUN
easat-2208	138	1	yes	yes	INTJ
easat-2208	138	2	yes	yes	INTJ
easat-2208	139	1	no	no	INTJ
easat-2208	140	1	yes	yes	INTJ
easat-2208	141	1	no	no	INTJ
easat-2208	142	1	yes	yes	INTJ
easat-2208	142	2	yes	yes	INTJ
easat-2208	142	3	the	the	DET
easat-2208	142	4	price	price	NOUN
easat-2208	142	5	of	of	ADP
easat-2208	142	6	silver	silver	NOUN
easat-2208	142	7	in	in	ADP
easat-2208	142	8	the	the	DET
easat-2208	142	9	future	future	NOUN
easat-2208	143	1	no	no	INTJ
easat-2208	143	2	no	no	INTJ
easat-2208	143	3	no	no	INTJ
easat-2208	144	1	no	no	INTJ
easat-2208	145	1	yes	yes	INTJ
easat-2208	145	2	no	no	INTJ
easat-2208	146	1	no	no	INTJ
easat-2208	146	2	the	the	DET
easat-2208	146	3	price	price	NOUN
easat-2208	146	4	of	of	ADP
easat-2208	146	5	copper	copper	NOUN
easat-2208	146	6	in	in	ADP
easat-2208	146	7	the	the	DET
easat-2208	146	8	future	future	NOUN
easat-2208	147	1	no	no	INTJ
easat-2208	147	2	no	no	INTJ
easat-2208	147	3	no	no	INTJ
easat-2208	148	1	no	no	INTJ
easat-2208	149	1	yes	yes	INTJ
easat-2208	149	2	no	no	INTJ
easat-2208	150	1	no	no	INTJ
easat-2208	150	2	the	the	DET
easat-2208	150	3	price	price	NOUN
easat-2208	150	4	of	of	ADP
easat-2208	150	5	platinum	platinum	NOUN
easat-2208	151	1	yes	yes	INTJ
easat-2208	151	2	no	no	INTJ
easat-2208	152	1	no	no	INTJ
easat-2208	153	1	yes	yes	INTJ
easat-2208	154	1	no	no	INTJ
easat-2208	155	1	no	no	INTJ
easat-2208	155	2	yes	yes	INTJ
easat-2208	155	3	index	index	NOUN
easat-2208	155	4	of	of	ADP
easat-2208	155	5	the	the	DET
easat-2208	155	6	standard	standard	ADJ
easat-2208	155	7	and	and	CCONJ
easat-2208	155	8	poor	poor	ADJ
easat-2208	155	9	's	's	PART
easat-2208	155	10	500	500	NUM
easat-2208	155	11	,	,	PUNCT
easat-2208	156	1	yes	yes	INTJ
easat-2208	157	1	yes	yes	INTJ
easat-2208	158	1	yes	yes	INTJ
easat-2208	159	1	no	no	INTJ
easat-2208	160	1	yes	yes	INTJ
easat-2208	161	1	no	no	INTJ
easat-2208	161	2	yes	yes	INTJ
easat-2208	161	3	index	index	NOUN
easat-2208	161	4	of	of	ADP
easat-2208	161	5	the	the	DET
easat-2208	161	6	us	us	PROPN
easat-2208	161	7	dollar	dollar	NOUN
easat-2208	162	1	yes	yes	INTJ
easat-2208	163	1	yes	yes	INTJ
easat-2208	164	1	yes	yes	INTJ
easat-2208	165	1	no	no	INTJ
easat-2208	166	1	yes	yes	INTJ
easat-2208	167	1	yes	yes	INTJ
easat-2208	167	2	yes	yes	INTJ
easat-2208	167	3	index	index	NOUN
easat-2208	167	4	of	of	ADP
easat-2208	167	5	crb	crb	PROPN
easat-2208	168	1	no	no	INTJ
easat-2208	168	2	no	no	INTJ
easat-2208	169	1	yes	yes	INTJ
easat-2208	170	1	no	no	INTJ
easat-2208	171	1	yes	yes	INTJ
easat-2208	172	1	no	no	INTJ
easat-2208	172	2	yes	yes	INTJ
easat-2208	172	3	index	index	NOUN
easat-2208	172	4	of	of	ADP
easat-2208	172	5	the	the	DET
easat-2208	172	6	new	new	PROPN
easat-2208	172	7	york	york	PROPN
easat-2208	172	8	stock	stock	PROPN
easat-2208	172	9	exchange	exchange	PROPN
easat-2208	173	1	no	no	INTJ
easat-2208	173	2	no	no	INTJ
easat-2208	174	1	yes	yes	INTJ
easat-2208	175	1	no	no	INTJ
easat-2208	175	2	no	no	INTJ
easat-2208	176	1	no	no	INTJ
easat-2208	176	2	no	no	DET
easat-2208	176	3	index	index	NOUN
easat-2208	176	4	of	of	ADP
easat-2208	176	5	(	(	PUNCT
easat-2208	176	6	au	au	PROPN
easat-2208	176	7	)	)	PUNCT
easat-2208	176	8	no	no	INTJ
easat-2208	176	9	no	no	INTJ
easat-2208	176	10	no	no	INTJ
easat-2208	176	11	no	no	INTJ
easat-2208	176	12	no	no	INTJ
easat-2208	177	1	no	no	INTJ
easat-2208	177	2	yes	yes	INTJ
easat-2208	177	3	index	index	NOUN
easat-2208	177	4	of	of	ADP
easat-2208	177	5	nasdaq	nasdaq	PROPN
easat-2208	178	1	no	no	INTJ
easat-2208	178	2	no	no	INTJ
easat-2208	178	3	no	no	INTJ
easat-2208	179	1	no	no	INTJ
easat-2208	180	1	yes	yes	INTJ
easat-2208	181	1	no	no	INTJ
easat-2208	181	2	no	no	DET
easat-2208	181	3	index	index	NOUN
easat-2208	181	4	of	of	ADP
easat-2208	181	5	ftse	ftse	PROPN
easat-2208	182	1	no	no	INTJ
easat-2208	182	2	no	no	INTJ
easat-2208	182	3	no	no	INTJ
easat-2208	183	1	no	no	INTJ
easat-2208	184	1	yes	yes	INTJ
easat-2208	185	1	no	no	INTJ
easat-2208	185	2	no	no	DET
easat-2208	185	3	index	index	NOUN
easat-2208	185	4	of	of	ADP
easat-2208	185	5	hang	hang	PROPN
easat-2208	185	6	seng	seng	PROPN
easat-2208	186	1	no	no	INTJ
easat-2208	186	2	no	no	INTJ
easat-2208	186	3	no	no	INTJ
easat-2208	187	1	no	no	INTJ
easat-2208	188	1	yes	yes	INTJ
easat-2208	189	1	no	no	INTJ
easat-2208	189	2	no	no	DET
easat-2208	189	3	index	index	NOUN
easat-2208	189	4	of	of	ADP
easat-2208	189	5	nikkie	nikkie	PROPN
easat-2208	190	1	no	no	INTJ
easat-2208	190	2	no	no	INTJ
easat-2208	191	1	no	no	INTJ
easat-2208	192	1	no	no	INTJ
easat-2208	193	1	yes	yes	INTJ
easat-2208	194	1	no	no	INTJ
easat-2208	194	2	no	no	DET
easat-2208	194	3	index	index	NOUN
easat-2208	194	4	of	of	ADP
easat-2208	194	5	gbp	gbp	NOUN
easat-2208	194	6	-	-	PUNCT
easat-2208	194	7	usd	usd	NOUN
easat-2208	194	8	no	no	INTJ
easat-2208	195	1	no	no	INTJ
easat-2208	195	2	no	no	INTJ
easat-2208	196	1	no	no	INTJ
easat-2208	197	1	yes	yes	INTJ
easat-2208	198	1	no	no	INTJ
easat-2208	198	2	no	no	DET
easat-2208	198	3	index	index	NOUN
easat-2208	198	4	of	of	ADP
easat-2208	198	5	jpy	jpy	NOUN
easat-2208	198	6	-	-	PUNCT
easat-2208	198	7	usd	usd	NOUN
easat-2208	199	1	no	no	INTJ
easat-2208	199	2	no	no	INTJ
easat-2208	199	3	no	no	INTJ
easat-2208	200	1	no	no	INTJ
easat-2208	201	1	yes	yes	INTJ
easat-2208	202	1	no	no	INTJ
easat-2208	202	2	no	no	DET
easat-2208	202	3	index	index	NOUN
easat-2208	202	4	of	of	ADP
easat-2208	202	5	cny	cny	NOUN
easat-2208	202	6	-	-	PUNCT
easat-2208	202	7	usd	usd	NOUN
easat-2208	202	8	no	no	INTJ
easat-2208	203	1	no	no	INTJ
easat-2208	203	2	no	no	INTJ
easat-2208	204	1	no	no	INTJ
easat-2208	205	1	yes	yes	INTJ
easat-2208	206	1	yes	yes	INTJ
easat-2208	206	2	no	no	DET
easat-2208	206	3	index	index	NOUN
easat-2208	206	4	of	of	ADP
easat-2208	206	5	shanghai	shanghai	PROPN
easat-2208	207	1	no	no	INTJ
easat-2208	207	2	no	no	INTJ
easat-2208	207	3	no	no	INTJ
easat-2208	208	1	no	no	INTJ
easat-2208	209	1	yes	yes	INTJ
easat-2208	209	2	yes	yes	INTJ
easat-2208	210	1	no	no	DET
easat-2208	210	2	index	index	NOUN
easat-2208	210	3	of	of	ADP
easat-2208	210	4	kospi	kospi	NOUN
easat-2208	211	1	no	no	INTJ
easat-2208	211	2	no	no	INTJ
easat-2208	211	3	no	no	INTJ
easat-2208	212	1	no	no	INTJ
easat-2208	213	1	yes	yes	INTJ
easat-2208	214	1	no	no	INTJ
easat-2208	214	2	no	no	DET
easat-2208	214	3	index	index	NOUN
easat-2208	214	4	of	of	ADP
easat-2208	214	5	consumer	consumer	NOUN
easat-2208	214	6	prices	price	NOUN
easat-2208	214	7	(	(	PUNCT
easat-2208	214	8	cpi	cpi	PROPN
easat-2208	214	9	)	)	PUNCT
easat-2208	215	1	yes	yes	INTJ
easat-2208	216	1	no	no	INTJ
easat-2208	216	2	no	no	INTJ
easat-2208	217	1	no	no	INTJ
easat-2208	217	2	no	no	INTJ
easat-2208	218	1	no	no	INTJ
easat-2208	218	2	yes	yes	INTJ
easat-2208	218	3	bills	bill	NOUN
easat-2208	218	4	issued	issue	VERB
easat-2208	218	5	by	by	ADP
easat-2208	218	6	the	the	DET
easat-2208	218	7	treasury	treasury	NOUN
easat-2208	219	1	no	no	INTJ
easat-2208	219	2	no	no	INTJ
easat-2208	220	1	no	no	INTJ
easat-2208	221	1	yes	yes	INTJ
easat-2208	222	1	no	no	INTJ
easat-2208	223	1	no	no	INTJ
easat-2208	223	2	yes	yes	INTJ
easat-2208	223	3	price	price	NOUN
easat-2208	223	4	of	of	ADP
easat-2208	223	5	palladium	palladium	NOUN
easat-2208	224	1	no	no	INTJ
easat-2208	224	2	no	no	INTJ
easat-2208	225	1	no	no	INTJ
easat-2208	226	1	yes	yes	INTJ
easat-2208	227	1	no	no	INTJ
easat-2208	228	1	no	no	INTJ
easat-2208	228	2	yes	yes	INTJ
easat-2208	228	3	price	price	NOUN
easat-2208	228	4	of	of	ADP
easat-2208	228	5	rhodium	rhodium	NOUN
easat-2208	229	1	no	no	INTJ
easat-2208	229	2	no	no	INTJ
easat-2208	229	3	no	no	INTJ
easat-2208	229	4	no	no	INTJ
easat-2208	229	5	no	no	INTJ
easat-2208	230	1	no	no	INTJ
easat-2208	230	2	yes	yes	INTJ
easat-2208	230	3	inflation	inflation	NOUN
easat-2208	230	4	rates	rate	NOUN
easat-2208	230	5	(	(	PUNCT
easat-2208	230	6	us	us	PROPN
easat-2208	230	7	dollars	dollar	NOUN
easat-2208	230	8	)	)	PUNCT
easat-2208	231	1	no	no	INTJ
easat-2208	231	2	no	no	INTJ
easat-2208	231	3	no	no	INTJ
easat-2208	231	4	no	no	INTJ
easat-2208	231	5	no	no	INTJ
easat-2208	232	1	no	no	INTJ
easat-2208	232	2	yes	yes	INTJ
easat-2208	232	3	(	(	PUNCT
easat-2208	232	4	uk	uk	PROPN
easat-2208	232	5	)	)	PUNCT
easat-2208	232	6	interest	interest	NOUN
easat-2208	232	7	rates	rate	NOUN
easat-2208	232	8	(	(	PUNCT
easat-2208	232	9	british	british	ADJ
easat-2208	232	10	pounds	pound	NOUN
easat-2208	232	11	)	)	PUNCT
easat-2208	233	1	no	no	INTJ
easat-2208	233	2	no	no	INTJ
easat-2208	233	3	no	no	INTJ
easat-2208	233	4	no	no	INTJ
easat-2208	233	5	no	no	INTJ
easat-2208	234	1	no	no	INTJ
easat-2208	235	1	yes	yes	INTJ
easat-2208	235	2	china	china	PROPN
easat-2208	235	3	's	's	PART
easat-2208	235	4	interest	interest	NOUN
easat-2208	235	5	rate	rate	NOUN
easat-2208	235	6	(	(	PUNCT
easat-2208	235	7	china	china	PROPN
easat-2208	235	8	's	's	PART
easat-2208	235	9	interest	interest	NOUN
easat-2208	235	10	rate	rate	NOUN
easat-2208	235	11	)	)	PUNCT
easat-2208	236	1	no	no	INTJ
easat-2208	236	2	no	no	INTJ
easat-2208	236	3	no	no	INTJ
easat-2208	236	4	no	no	INTJ
easat-2208	236	5	no	no	INTJ
easat-2208	237	1	no	no	INTJ
easat-2208	237	2	yes	yes	INTJ
easat-2208	237	3	rate	rate	NOUN
easat-2208	237	4	of	of	ADP
easat-2208	237	5	interest	interest	NOUN
easat-2208	237	6	(	(	PUNCT
easat-2208	237	7	russia	russia	PROPN
easat-2208	237	8	)	)	PUNCT
easat-2208	238	1	no	no	INTJ
easat-2208	238	2	no	no	INTJ
easat-2208	238	3	no	no	INTJ
easat-2208	238	4	no	no	INTJ
easat-2208	238	5	no	no	INTJ
easat-2208	238	6	no	no	INTJ
easat-2208	238	7	yes	yes	INTJ
easat-2208	238	8	eldorado	eldorado	NOUN
easat-2208	238	9	gold	gold	NOUN
easat-2208	238	10	corporation	corporation	NOUN
easat-2208	238	11	)	)	PUNCT
easat-2208	238	12	(	(	PUNCT
easat-2208	238	13	a	a	DET
easat-2208	238	14	gold	gold	NOUN
easat-2208	238	15	mining	mining	NOUN
easat-2208	238	16	company	company	NOUN
easat-2208	238	17	based	base	VERB
easat-2208	238	18	in	in	ADP
easat-2208	238	19	canada	canada	PROPN
easat-2208	238	20	)	)	PUNCT
easat-2208	239	1	no	no	INTJ
easat-2208	239	2	no	no	INTJ
easat-2208	239	3	no	no	INTJ
easat-2208	239	4	no	no	INTJ
easat-2208	239	5	no	no	INTJ
easat-2208	239	6	no	no	INTJ
easat-2208	239	7	yes	yes	INTJ
easat-2208	239	8	silver	silver	NOUN
easat-2208	239	9	wheaton	wheaton	PROPN
easat-2208	239	10	corporation	corporation	PROPN
easat-2208	239	11	the	the	DET
easat-2208	239	12	trading	trading	NOUN
easat-2208	239	13	name	name	NOUN
easat-2208	239	14	of	of	ADP
easat-2208	239	15	silver	silver	ADJ
easat-2208	239	16	wheaton	wheaton	PROPN
easat-2208	240	1	no	no	INTJ
easat-2208	240	2	no	no	INTJ
easat-2208	240	3	no	no	INTJ
easat-2208	240	4	no	no	INTJ
easat-2208	240	5	no	no	INTJ
easat-2208	241	1	no	no	INTJ
easat-2208	241	2	yes	yes	INTJ
easat-2208	241	3	1049	1049	NUM
easat-2208	241	4	edelweiss	edelweiss	PROPN
easat-2208	241	5	applied	apply	VERB
easat-2208	241	6	science	science	NOUN
easat-2208	241	7	and	and	CCONJ
easat-2208	241	8	technology	technology	NOUN
easat-2208	241	9	issn	issn	PROPN
easat-2208	241	10	:	:	PUNCT
easat-2208	241	11	2576	2576	NUM
easat-2208	241	12	-	-	SYM
easat-2208	241	13	8484	8484	NUM
easat-2208	241	14	vol	vol	NOUN
easat-2208	241	15	.	.	PROPN
easat-2208	241	16	8	8	NUM
easat-2208	241	17	,	,	PUNCT
easat-2208	241	18	no	no	INTJ
easat-2208	241	19	.	.	NOUN
easat-2208	242	1	6	6	NUM
easat-2208	242	2	:	:	PUNCT
easat-2208	242	3	1044	1044	NUM
easat-2208	242	4	-	-	SYM
easat-2208	242	5	1056	1056	NUM
easat-2208	242	6	,	,	PUNCT
easat-2208	242	7	2024	2024	NUM
easat-2208	242	8	doi	doi	NOUN
easat-2208	242	9	:	:	PUNCT
easat-2208	242	10	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	242	11	©	©	PROPN
easat-2208	242	12	2024	2024	NUM
easat-2208	242	13	by	by	ADP
easat-2208	242	14	the	the	DET
easat-2208	242	15	author	author	NOUN
easat-2208	242	16	;	;	PUNCT
easat-2208	242	17	licensee	licensee	PROPN
easat-2208	242	18	learning	learning	NOUN
easat-2208	242	19	gate	gate	NOUN
easat-2208	242	20	9	9	NUM
easat-2208	242	21	.	.	PUNCT
easat-2208	242	22	methodology	methodology	NOUN
easat-2208	242	23	the	the	DET
easat-2208	242	24	amount	amount	NOUN
easat-2208	242	25	of	of	ADP
easat-2208	242	26	crude	crude	ADJ
easat-2208	242	27	gold	gold	NOUN
easat-2208	242	28	used	use	VERB
easat-2208	242	29	by	by	ADP
easat-2208	242	30	researchers	researcher	NOUN
easat-2208	242	31	was	be	AUX
easat-2208	242	32	predicted	predict	VERB
easat-2208	242	33	using	use	VERB
easat-2208	242	34	machine	machine	NOUN
easat-2208	242	35	learning	learn	VERB
easat-2208	242	36	techniques	technique	NOUN
easat-2208	242	37	.	.	PUNCT
easat-2208	243	1	statistical	statistical	ADJ
easat-2208	243	2	analysis	analysis	NOUN
easat-2208	243	3	was	be	AUX
easat-2208	243	4	conducted	conduct	VERB
easat-2208	243	5	before	before	ADP
easat-2208	243	6	selecting	select	VERB
easat-2208	243	7	the	the	DET
easat-2208	243	8	model	model	NOUN
easat-2208	243	9	for	for	ADP
easat-2208	243	10	the	the	DET
easat-2208	243	11	time	time	NOUN
easat-2208	243	12	series	series	NOUN
easat-2208	243	13	.	.	PUNCT
easat-2208	244	1	by	by	ADP
easat-2208	244	2	examining	examine	VERB
easat-2208	244	3	the	the	DET
easat-2208	244	4	pvalue	pvalue	NOUN
easat-2208	244	5	of	of	ADP
easat-2208	244	6	the	the	DET
easat-2208	244	7	augmentation	augmentation	NOUN
easat-2208	244	8	dickey	dickey	NOUN
easat-2208	244	9	-	-	PUNCT
easat-2208	244	10	fuller	full	ADJ
easat-2208	244	11	(	(	PUNCT
easat-2208	244	12	adf	adf	NOUN
easat-2208	244	13	)	)	PUNCT
easat-2208	244	14	test	test	NOUN
easat-2208	244	15	,	,	PUNCT
easat-2208	244	16	we	we	PRON
easat-2208	244	17	can	can	AUX
easat-2208	244	18	interpret	interpret	VERB
easat-2208	244	19	the	the	DET
easat-2208	244	20	statistical	statistical	ADJ
easat-2208	244	21	data	datum	NOUN
easat-2208	244	22	using	use	VERB
easat-2208	244	23	the	the	DET
easat-2208	244	24	adf	adf	PROPN
easat-2208	244	25	test	test	NOUN
easat-2208	244	26	,	,	PUNCT
easat-2208	244	27	a	a	DET
easat-2208	244	28	standardized	standardized	ADJ
easat-2208	244	29	unit	unit	NOUN
easat-2208	244	30	root	root	NOUN
easat-2208	244	31	experiment	experiment	NOUN
easat-2208	244	32	.	.	PUNCT
easat-2208	245	1	if	if	SCONJ
easat-2208	245	2	the	the	DET
easat-2208	245	3	statistic	statistic	NOUN
easat-2208	245	4	is	be	AUX
easat-2208	245	5	less	less	ADJ
easat-2208	245	6	than	than	ADP
easat-2208	245	7	or	or	CCONJ
easat-2208	245	8	equal	equal	ADJ
easat-2208	245	9	to	to	ADP
easat-2208	245	10	5	5	NUM
easat-2208	245	11	%	%	NOUN
easat-2208	245	12	,	,	PUNCT
easat-2208	245	13	the	the	DET
easat-2208	245	14	null	null	ADJ
easat-2208	245	15	hypothesis	hypothesis	NOUN
easat-2208	245	16	(	(	PUNCT
easat-2208	245	17	that	that	SCONJ
easat-2208	245	18	the	the	DET
easat-2208	245	19	sequence	sequence	NOUN
easat-2208	245	20	is	be	AUX
easat-2208	245	21	stationary	stationary	ADJ
easat-2208	245	22	but	but	CCONJ
easat-2208	245	23	there	there	PRON
easat-2208	245	24	is	be	VERB
easat-2208	245	25	no	no	DET
easat-2208	245	26	cointegration	cointegration	NOUN
easat-2208	245	27	relationship	relationship	NOUN
easat-2208	245	28	)	)	PUNCT
easat-2208	245	29	is	be	AUX
easat-2208	245	30	rejected	reject	VERB
easat-2208	245	31	.	.	PUNCT
easat-2208	246	1	whenever	whenever	SCONJ
easat-2208	246	2	p	p	NOUN
easat-2208	246	3	is	be	AUX
easat-2208	246	4	greater	great	ADJ
easat-2208	246	5	than	than	ADP
easat-2208	246	6	5	5	NUM
easat-2208	246	7	%	%	NOUN
easat-2208	246	8	,	,	PUNCT
easat-2208	246	9	the	the	DET
easat-2208	246	10	examined	examine	VERB
easat-2208	246	11	data	data	NOUN
easat-2208	246	12	series	series	NOUN
easat-2208	246	13	has	have	VERB
easat-2208	246	14	an	an	DET
easat-2208	246	15	order	order	NOUN
easat-2208	246	16	of	of	ADP
easat-2208	246	17	integration	integration	NOUN
easat-2208	246	18	and	and	CCONJ
easat-2208	246	19	is	be	AUX
easat-2208	246	20	not	not	PART
easat-2208	246	21	stationary	stationary	ADJ
easat-2208	246	22	,	,	PUNCT
easat-2208	246	23	requiring	require	VERB
easat-2208	246	24	differentiation	differentiation	NOUN
easat-2208	246	25	.	.	PUNCT
easat-2208	247	1	in	in	ADP
easat-2208	247	2	all	all	DET
easat-2208	247	3	conducted	conduct	VERB
easat-2208	247	4	tests	test	NOUN
easat-2208	247	5	,	,	PUNCT
easat-2208	247	6	the	the	DET
easat-2208	247	7	p	p	NOUN
easat-2208	247	8	-	-	PUNCT
easat-2208	247	9	value	value	NOUN
easat-2208	247	10	exceeds	exceed	VERB
easat-2208	247	11	the	the	DET
easat-2208	247	12	5	5	NUM
easat-2208	247	13	%	%	NOUN
easat-2208	247	14	significance	significance	NOUN
easat-2208	247	15	threshold	threshold	NOUN
easat-2208	247	16	,	,	PUNCT
easat-2208	247	17	so	so	CCONJ
easat-2208	247	18	the	the	DET
easat-2208	247	19	null	null	ADJ
easat-2208	247	20	hypothesis	hypothesis	NOUN
easat-2208	247	21	can	can	AUX
easat-2208	247	22	not	not	PART
easat-2208	247	23	be	be	AUX
easat-2208	247	24	ruled	rule	VERB
easat-2208	247	25	out	out	ADP
easat-2208	247	26	.	.	PUNCT
easat-2208	248	1	a	a	DET
easat-2208	248	2	stationarity	stationarity	NOUN
easat-2208	248	3	test	test	NOUN
easat-2208	248	4	was	be	AUX
easat-2208	248	5	not	not	PART
easat-2208	248	6	performed	perform	VERB
easat-2208	248	7	on	on	ADP
easat-2208	248	8	the	the	DET
easat-2208	248	9	time	time	NOUN
easat-2208	248	10	series	series	PROPN
easat-2208	248	11	examined	examine	VERB
easat-2208	248	12	.	.	PUNCT
easat-2208	249	1	9.1	9.1	X
easat-2208	249	2	.	.	PUNCT
easat-2208	249	3	machine	machine	NOUN
easat-2208	249	4	learning	learning	NOUN
easat-2208	249	5	models	model	VERB
easat-2208	249	6	a	a	DET
easat-2208	249	7	bayesian	bayesian	NOUN
easat-2208	249	8	var	var	NOUN
easat-2208	249	9	model	model	NOUN
easat-2208	249	10	and	and	CCONJ
easat-2208	249	11	a	a	DET
easat-2208	249	12	random	random	ADJ
easat-2208	249	13	forest	forest	NOUN
easat-2208	249	14	model	model	NOUN
easat-2208	249	15	are	be	AUX
easat-2208	249	16	used	use	VERB
easat-2208	249	17	as	as	ADP
easat-2208	249	18	ml	ml	NOUN
easat-2208	249	19	models	model	NOUN
easat-2208	249	20	.	.	PUNCT
easat-2208	250	1	in	in	ADP
easat-2208	250	2	essence	essence	NOUN
easat-2208	250	3	,	,	PUNCT
easat-2208	250	4	machine	machine	NOUN
easat-2208	250	5	learning	learning	NOUN
easat-2208	250	6	is	be	AUX
easat-2208	250	7	a	a	DET
easat-2208	250	8	subset	subset	NOUN
easat-2208	250	9	of	of	ADP
easat-2208	250	10	artificial	artificial	ADJ
easat-2208	250	11	intelligence	intelligence	NOUN
easat-2208	250	12	that	that	PRON
easat-2208	250	13	develops	develop	VERB
easat-2208	250	14	algorithmic	algorithmic	ADJ
easat-2208	250	15	models	model	NOUN
easat-2208	250	16	and	and	CCONJ
easat-2208	250	17	algorithms	algorithm	NOUN
easat-2208	250	18	to	to	PART
easat-2208	250	19	enable	enable	VERB
easat-2208	250	20	computers	computer	NOUN
easat-2208	250	21	to	to	PART
easat-2208	250	22	perform	perform	VERB
easat-2208	250	23	actions	action	NOUN
easat-2208	250	24	without	without	ADP
easat-2208	250	25	being	be	AUX
easat-2208	250	26	programmed	program	VERB
easat-2208	250	27	.	.	PUNCT
easat-2208	251	1	consequently	consequently	ADV
easat-2208	251	2	,	,	PUNCT
easat-2208	251	3	these	these	DET
easat-2208	251	4	systems	system	NOUN
easat-2208	251	5	process	process	NOUN
easat-2208	251	6	information	information	NOUN
easat-2208	251	7	in	in	ADP
easat-2208	251	8	a	a	DET
easat-2208	251	9	self	self	NOUN
easat-2208	251	10	-	-	PUNCT
easat-2208	251	11	contained	contain	VERB
easat-2208	251	12	manner	manner	NOUN
easat-2208	251	13	and	and	CCONJ
easat-2208	251	14	identify	identify	VERB
easat-2208	251	15	patterns	pattern	NOUN
easat-2208	251	16	[	[	X
easat-2208	251	17	27	27	NUM
easat-2208	251	18	]	]	PUNCT
easat-2208	251	19	.	.	PUNCT
easat-2208	252	1	in	in	ADP
easat-2208	252	2	statistics	statistic	NOUN
easat-2208	252	3	,	,	PUNCT
easat-2208	252	4	bayesian	bayesian	NOUN
easat-2208	252	5	var	var	NOUN
easat-2208	252	6	models	model	NOUN
easat-2208	252	7	relationships	relationship	NOUN
easat-2208	252	8	between	between	ADP
easat-2208	252	9	dependent	dependent	ADJ
easat-2208	252	10	(	(	PUNCT
easat-2208	252	11	class	class	NOUN
easat-2208	252	12	variables	variable	NOUN
easat-2208	252	13	)	)	PUNCT
easat-2208	252	14	and	and	CCONJ
easat-2208	252	15	independent	independent	ADJ
easat-2208	252	16	variables	variable	NOUN
easat-2208	252	17	(	(	PUNCT
easat-2208	252	18	attributes	attribute	NOUN
easat-2208	252	19	)	)	PUNCT
easat-2208	252	20	.	.	PUNCT
easat-2208	253	1	predicting	predict	VERB
easat-2208	253	2	continuous	continuous	ADJ
easat-2208	253	3	-	-	PUNCT
easat-2208	253	4	valued	value	VERB
easat-2208	253	5	attributes	attribute	NOUN
easat-2208	253	6	can	can	AUX
easat-2208	253	7	be	be	AUX
easat-2208	253	8	done	do	VERB
easat-2208	253	9	using	use	VERB
easat-2208	253	10	bayesian	bayesian	NOUN
easat-2208	253	11	var	var	NOUN
easat-2208	253	12	.	.	PUNCT
easat-2208	254	1	the	the	DET
easat-2208	254	2	rapidminer	rapidminer	NOUN
easat-2208	254	3	tool	tool	NOUN
easat-2208	254	4	implementation	implementation	NOUN
easat-2208	254	5	of	of	ADP
easat-2208	254	6	lr	lr	NOUN
easat-2208	254	7	was	be	AUX
easat-2208	254	8	used	use	VERB
easat-2208	254	9	.	.	PUNCT
easat-2208	255	1	the	the	DET
easat-2208	255	2	rmse	rmse	ADJ
easat-2208	255	3	performance	performance	NOUN
easat-2208	255	4	measure	measure	NOUN
easat-2208	255	5	is	be	AUX
easat-2208	255	6	used	use	VERB
easat-2208	255	7	to	to	PART
easat-2208	255	8	optimize	optimize	VERB
easat-2208	255	9	both	both	DET
easat-2208	255	10	models	model	NOUN
easat-2208	255	11	[	[	X
easat-2208	255	12	28	28	NUM
easat-2208	255	13	]	]	PUNCT
easat-2208	255	14	.	.	PUNCT
easat-2208	256	1	9.2	9.2	NUM
easat-2208	256	2	.	.	PUNCT
easat-2208	257	1	bayesian	bayesian	NOUN
easat-2208	257	2	vector	vector	NOUN
easat-2208	257	3	autoregression	autoregression	NOUN
easat-2208	257	4	(	(	PUNCT
easat-2208	257	5	bayesian	bayesian	NOUN
easat-2208	257	6	var	var	NOUN
easat-2208	257	7	)	)	PUNCT
easat-2208	257	8	vector	vector	NOUN
easat-2208	257	9	autoregressive	autoregressive	ADJ
easat-2208	257	10	(	(	PUNCT
easat-2208	257	11	var	var	NOUN
easat-2208	257	12	)	)	PUNCT
easat-2208	257	13	models	model	NOUN
easat-2208	257	14	use	use	VERB
easat-2208	257	15	lags	lag	NOUN
easat-2208	257	16	of	of	ADP
easat-2208	257	17	outcome	outcome	NOUN
easat-2208	257	18	variables	variable	NOUN
easat-2208	257	19	as	as	ADP
easat-2208	257	20	predictors	predictor	NOUN
easat-2208	257	21	of	of	ADP
easat-2208	257	22	relationships	relationship	NOUN
easat-2208	257	23	between	between	ADP
easat-2208	257	24	multiple	multiple	ADJ
easat-2208	257	25	time	time	NOUN
easat-2208	257	26	series	series	NOUN
easat-2208	257	27	,	,	PUNCT
easat-2208	257	28	such	such	ADJ
easat-2208	257	29	as	as	ADP
easat-2208	257	30	unemployment	unemployment	NOUN
easat-2208	257	31	and	and	CCONJ
easat-2208	257	32	inflation	inflation	NOUN
easat-2208	257	33	rates	rate	NOUN
easat-2208	257	34	.	.	PUNCT
easat-2208	258	1	using	use	VERB
easat-2208	258	2	prior	prior	ADJ
easat-2208	258	3	unemployment	unemployment	NOUN
easat-2208	258	4	and	and	CCONJ
easat-2208	258	5	inflation	inflation	NOUN
easat-2208	258	6	rates	rate	NOUN
easat-2208	258	7	,	,	PUNCT
easat-2208	258	8	the	the	DET
easat-2208	258	9	current	current	ADJ
easat-2208	258	10	unemployment	unemployment	NOUN
easat-2208	258	11	rate	rate	NOUN
easat-2208	258	12	can	can	AUX
easat-2208	258	13	be	be	AUX
easat-2208	258	14	modeled	model	VERB
easat-2208	258	15	.	.	PUNCT
easat-2208	259	1	inflation	inflation	NOUN
easat-2208	259	2	rates	rate	NOUN
easat-2208	259	3	are	be	AUX
easat-2208	259	4	also	also	ADV
easat-2208	259	5	at	at	ADP
easat-2208	259	6	an	an	DET
easat-2208	259	7	all	all	DET
easat-2208	259	8	-	-	PUNCT
easat-2208	259	9	time	time	NOUN
easat-2208	259	10	high	high	ADJ
easat-2208	259	11	right	right	ADV
easat-2208	259	12	now	now	ADV
easat-2208	259	13	.	.	PUNCT
easat-2208	260	1	with	with	ADP
easat-2208	260	2	k	k	PROPN
easat-2208	260	3	outcome	outcome	NOUN
easat-2208	260	4	variables	variable	NOUN
easat-2208	260	5	and	and	CCONJ
easat-2208	260	6	p	p	NOUN
easat-2208	260	7	lags	lag	NOUN
easat-2208	260	8	,	,	PUNCT
easat-2208	260	9	var	var	NOUN
easat-2208	260	10	models	model	NOUN
easat-2208	260	11	have	have	VERB
easat-2208	260	12	at	at	ADV
easat-2208	260	13	least	least	ADJ
easat-2208	260	14	k(pk+1	k(pk+1	NOUN
easat-2208	260	15	)	)	PUNCT
easat-2208	260	16	parameters	parameter	NOUN
easat-2208	260	17	.	.	PUNCT
easat-2208	261	1	small	small	ADJ
easat-2208	261	2	datasets	dataset	NOUN
easat-2208	261	3	make	make	VERB
easat-2208	261	4	it	it	PRON
easat-2208	261	5	difficult	difficult	ADJ
easat-2208	261	6	to	to	PART
easat-2208	261	7	estimate	estimate	VERB
easat-2208	261	8	model	model	NOUN
easat-2208	261	9	parameters	parameter	NOUN
easat-2208	261	10	reliably	reliably	ADV
easat-2208	261	11	[	[	X
easat-2208	261	12	29	29	NUM
easat-2208	261	13	]	]	PUNCT
easat-2208	261	14	.	.	PUNCT
easat-2208	262	1	the	the	DET
easat-2208	262	2	bayes	bayes	NOUN
easat-2208	262	3	:	:	PUNCT
easat-2208	262	4	var	var	PROPN
easat-2208	262	5	command	command	NOUN
easat-2208	262	6	helps	helps	AUX
easat-2208	262	7	overcome	overcome	VERB
easat-2208	262	8	these	these	DET
easat-2208	262	9	challenges	challenge	NOUN
easat-2208	262	10	by	by	ADP
easat-2208	262	11	incorporating	incorporate	VERB
easat-2208	262	12	prior	prior	ADJ
easat-2208	262	13	information	information	NOUN
easat-2208	262	14	about	about	ADP
easat-2208	262	15	model	model	NOUN
easat-2208	262	16	parameters	parameter	NOUN
easat-2208	262	17	into	into	ADP
easat-2208	262	18	bayesian	bayesian	NOUN
easat-2208	262	19	var	var	NOUN
easat-2208	262	20	models	model	NOUN
easat-2208	262	21	.	.	PUNCT
easat-2208	263	1	parameter	parameter	NOUN
easat-2208	263	2	estimation	estimation	NOUN
easat-2208	263	3	is	be	AUX
easat-2208	263	4	often	often	ADV
easat-2208	263	5	stabilized	stabilize	VERB
easat-2208	263	6	this	this	DET
easat-2208	263	7	way	way	NOUN
easat-2208	263	8	.	.	PUNCT
easat-2208	264	1	several	several	ADJ
easat-2208	264	2	supported	support	VERB
easat-2208	264	3	variations	variation	NOUN
easat-2208	264	4	of	of	ADP
easat-2208	264	5	corp	corp	PROPN
easat-2208	264	6	anglo	anglo	PROPN
easat-2208	264	7	gold	gold	PROPN
easat-2208	264	8	ashanti	ashanti	PROPN
easat-2208	264	9	limited	limit	VERB
easat-2208	265	1	no	no	INTJ
easat-2208	265	2	no	no	INTJ
easat-2208	265	3	no	no	INTJ
easat-2208	265	4	no	no	INTJ
easat-2208	265	5	no	no	INTJ
easat-2208	266	1	no	no	INTJ
easat-2208	266	2	yes	yes	INTJ
easat-2208	266	3	barrick	barrick	PROPN
easat-2208	266	4	gold	gold	PROPN
easat-2208	266	5	corp	corp	PROPN
easat-2208	266	6	.	.	PROPN
easat-2208	266	7	(	(	PUNCT
easat-2208	266	8	abx	abx	NOUN
easat-2208	266	9	)	)	PUNCT
easat-2208	267	1	no	no	INTJ
easat-2208	267	2	no	no	INTJ
easat-2208	267	3	no	no	INTJ
easat-2208	268	1	no	no	INTJ
easat-2208	269	1	yes	yes	INTJ
easat-2208	270	1	yes	yes	INTJ
easat-2208	270	2	no	no	DET
easat-2208	270	3	compania	compania	PROPN
easat-2208	270	4	de	de	PROPN
easat-2208	270	5	minas	minas	PROPN
easat-2208	271	1	no	no	INTJ
easat-2208	271	2	no	no	INTJ
easat-2208	271	3	no	no	INTJ
easat-2208	272	1	no	no	INTJ
easat-2208	273	1	yes	yes	INTJ
easat-2208	274	1	yes	yes	INTJ
easat-2208	274	2	no	no	DET
easat-2208	274	3	buenaventura	buenaventura	NOUN
easat-2208	274	4	(	(	PUNCT
easat-2208	274	5	bvn	bvn	PROPN
easat-2208	274	6	)	)	PUNCT
easat-2208	275	1	no	no	INTJ
easat-2208	275	2	no	no	INTJ
easat-2208	275	3	no	no	INTJ
easat-2208	276	1	no	no	INTJ
easat-2208	277	1	yes	yes	INTJ
easat-2208	277	2	no	no	INTJ
easat-2208	278	1	no	no	DET
easat-2208	278	2	rates	rate	NOUN
easat-2208	278	3	of	of	ADP
easat-2208	278	4	the	the	DET
easat-2208	278	5	euro	euro	NOUN
easat-2208	278	6	to	to	ADP
easat-2208	278	7	united	united	PROPN
easat-2208	278	8	states	states	PROPN
easat-2208	278	9	dollar	dollar	NOUN
easat-2208	278	10	no	no	INTJ
easat-2208	279	1	no	no	INTJ
easat-2208	279	2	yes	yes	INTJ
easat-2208	280	1	no	no	INTJ
easat-2208	280	2	no	no	INTJ
easat-2208	280	3	no	no	INTJ
easat-2208	280	4	no	no	DET
easat-2208	280	5	m1	m1	NOUN
easat-2208	280	6	(	(	PUNCT
easat-2208	280	7	monetary	monetary	ADJ
easat-2208	280	8	supply	supply	NOUN
easat-2208	280	9	)	)	PUNCT
easat-2208	280	10	(	(	PUNCT
easat-2208	280	11	the	the	DET
easat-2208	280	12	measure	measure	NOUN
easat-2208	280	13	of	of	ADP
easat-2208	280	14	the	the	DET
easat-2208	280	15	money	money	NOUN
easat-2208	280	16	supply	supply	NOUN
easat-2208	280	17	.	.	PUNCT
easat-2208	280	18	)	)	PUNCT
easat-2208	281	1	no	no	INTJ
easat-2208	281	2	no	no	INTJ
easat-2208	282	1	yes	yes	INTJ
easat-2208	282	2	no	no	INTJ
easat-2208	283	1	no	no	INTJ
easat-2208	284	1	no	no	INTJ
easat-2208	284	2	yes	yes	INTJ
easat-2208	284	3	the	the	DET
easat-2208	284	4	inflation	inflation	NOUN
easat-2208	284	5	rate	rate	NOUN
easat-2208	285	1	yes	yes	INTJ
easat-2208	285	2	no	no	INTJ
easat-2208	286	1	no	no	INTJ
easat-2208	286	2	no	no	INTJ
easat-2208	287	1	no	no	INTJ
easat-2208	287	2	yes	yes	INTJ
easat-2208	288	1	no	no	DET
easat-2208	288	2	production	production	NOUN
easat-2208	288	3	of	of	ADP
easat-2208	288	4	gold	gold	NOUN
easat-2208	288	5	in	in	ADP
easat-2208	288	6	the	the	DET
easat-2208	288	7	world	world	NOUN
easat-2208	289	1	no	no	INTJ
easat-2208	289	2	no	no	INTJ
easat-2208	289	3	no	no	INTJ
easat-2208	289	4	no	no	INTJ
easat-2208	290	1	no	no	INTJ
easat-2208	290	2	yes	yes	INTJ
easat-2208	291	1	no	no	DET
easat-2208	291	2	bonds	bond	NOUN
easat-2208	291	3	issued	issue	VERB
easat-2208	291	4	by	by	ADP
easat-2208	291	5	the	the	DET
easat-2208	291	6	us	us	PROPN
easat-2208	291	7	treasury	treasury	PROPN
easat-2208	291	8	(	(	PUNCT
easat-2208	291	9	10	10	NUM
easat-2208	291	10	years	year	NOUN
easat-2208	291	11	)	)	PUNCT
easat-2208	292	1	yes	yes	INTJ
easat-2208	293	1	no	no	INTJ
easat-2208	293	2	no	no	INTJ
easat-2208	294	1	no	no	INTJ
easat-2208	294	2	no	no	INTJ
easat-2208	295	1	no	no	INTJ
easat-2208	295	2	yes	yes	INTJ
easat-2208	296	1	bonds	bond	NOUN
easat-2208	296	2	issued	issue	VERB
easat-2208	296	3	by	by	ADP
easat-2208	296	4	the	the	DET
easat-2208	296	5	united	united	PROPN
easat-2208	296	6	states	states	PROPN
easat-2208	296	7	(	(	PUNCT
easat-2208	296	8	5	5	NUM
easat-2208	296	9	years	year	NOUN
easat-2208	296	10	)	)	PUNCT
easat-2208	297	1	no	no	INTJ
easat-2208	297	2	no	no	INTJ
easat-2208	297	3	no	no	INTJ
easat-2208	297	4	no	no	INTJ
easat-2208	297	5	no	no	INTJ
easat-2208	297	6	no	no	INTJ
easat-2208	297	7	no	no	INTJ
easat-2208	297	8	the	the	DET
easat-2208	297	9	dow	dow	PROPN
easat-2208	297	10	jones	jones	PROPN
easat-2208	297	11	industrial	industrial	PROPN
easat-2208	297	12	average	average	NOUN
easat-2208	298	1	yes	yes	INTJ
easat-2208	298	2	no	no	INTJ
easat-2208	299	1	no	no	INTJ
easat-2208	300	1	no	no	INTJ
easat-2208	301	1	yes	yes	INTJ
easat-2208	302	1	no	no	INTJ
easat-2208	302	2	yes	yes	INTJ
easat-2208	302	3	research	research	NOUN
easat-2208	302	4	bureau	bureau	NOUN
easat-2208	302	5	of	of	ADP
easat-2208	302	6	the	the	DET
easat-2208	302	7	commodity	commodity	NOUN
easat-2208	302	8	exchange	exchange	NOUN
easat-2208	303	1	no	no	INTJ
easat-2208	303	2	no	no	INTJ
easat-2208	304	1	yes	yes	INTJ
easat-2208	305	1	no	no	INTJ
easat-2208	305	2	no	no	INTJ
easat-2208	306	1	no	no	INTJ
easat-2208	306	2	no	no	DET
easat-2208	306	3	1050	1050	NUM
easat-2208	306	4	edelweiss	edelweiss	PROPN
easat-2208	306	5	applied	apply	VERB
easat-2208	306	6	science	science	NOUN
easat-2208	306	7	and	and	CCONJ
easat-2208	306	8	technology	technology	NOUN
easat-2208	306	9	issn	issn	PROPN
easat-2208	306	10	:	:	PUNCT
easat-2208	306	11	2576	2576	NUM
easat-2208	306	12	-	-	SYM
easat-2208	306	13	8484	8484	NUM
easat-2208	306	14	vol	vol	NOUN
easat-2208	306	15	.	.	PROPN
easat-2208	307	1	8	8	NUM
easat-2208	307	2	,	,	PUNCT
easat-2208	307	3	no	no	INTJ
easat-2208	307	4	.	.	NOUN
easat-2208	308	1	6	6	NUM
easat-2208	308	2	:	:	PUNCT
easat-2208	308	3	1044	1044	NUM
easat-2208	308	4	-	-	SYM
easat-2208	308	5	1056	1056	NUM
easat-2208	308	6	,	,	PUNCT
easat-2208	308	7	2024	2024	NUM
easat-2208	308	8	doi	doi	NOUN
easat-2208	308	9	:	:	PUNCT
easat-2208	308	10	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	308	11	©	©	PROPN
easat-2208	308	12	2024	2024	NUM
easat-2208	308	13	by	by	ADP
easat-2208	308	14	the	the	DET
easat-2208	308	15	author	author	NOUN
easat-2208	308	16	;	;	PUNCT
easat-2208	308	17	licensee	licensee	PROPN
easat-2208	308	18	learning	learning	NOUN
easat-2208	308	19	gate	gate	VERB
easat-2208	308	20	the	the	DET
easat-2208	308	21	original	original	ADJ
easat-2208	308	22	minnesota	minnesota	NOUN
easat-2208	308	23	prior	prior	ADJ
easat-2208	308	24	distribution	distribution	NOUN
easat-2208	308	25	can	can	AUX
easat-2208	308	26	be	be	AUX
easat-2208	308	27	used	use	VERB
easat-2208	308	28	to	to	PART
easat-2208	308	29	investigate	investigate	VERB
easat-2208	308	30	the	the	DET
easat-2208	308	31	influence	influence	NOUN
easat-2208	308	32	of	of	ADP
easat-2208	308	33	a	a	DET
easat-2208	308	34	random	random	ADJ
easat-2208	308	35	-	-	PUNCT
easat-2208	308	36	walk	walk	NOUN
easat-2208	308	37	assumption	assumption	NOUN
easat-2208	308	38	on	on	ADP
easat-2208	308	39	the	the	DET
easat-2208	308	40	results	result	NOUN
easat-2208	308	41	.	.	PUNCT
easat-2208	309	1	bayesvarstable	bayesvarstable	ADJ
easat-2208	309	2	can	can	AUX
easat-2208	309	3	be	be	AUX
easat-2208	309	4	used	use	VERB
easat-2208	309	5	to	to	PART
easat-2208	309	6	test	test	VERB
easat-2208	309	7	the	the	DET
easat-2208	309	8	stability	stability	NOUN
easat-2208	309	9	of	of	ADP
easat-2208	309	10	a	a	DET
easat-2208	309	11	parameter	parameter	NOUN
easat-2208	309	12	assumption	assumption	NOUN
easat-2208	309	13	.	.	PUNCT
easat-2208	310	1	using	use	VERB
easat-2208	310	2	bayesfcast	bayesfcast	NOUN
easat-2208	310	3	and	and	CCONJ
easat-2208	310	4	bayesirf	bayesirf	NOUN
easat-2208	310	5	,	,	PUNCT
easat-2208	310	6	you	you	PRON
easat-2208	310	7	can	can	AUX
easat-2208	310	8	create	create	VERB
easat-2208	310	9	dynamic	dynamic	ADJ
easat-2208	310	10	forecasts	forecast	NOUN
easat-2208	310	11	and	and	CCONJ
easat-2208	310	12	analyze	analyze	VERB
easat-2208	310	13	forecast	forecast	NOUN
easat-2208	310	14	-	-	PUNCT
easat-2208	310	15	error	error	NOUN
easat-2208	310	16	variance	variance	NOUN
easat-2208	310	17	decomposition	decomposition	NOUN
easat-2208	310	18	(	(	PUNCT
easat-2208	310	19	fevd	fevd	NOUN
easat-2208	310	20	)	)	PUNCT
easat-2208	310	21	and	and	CCONJ
easat-2208	310	22	impulse	impulse	ADJ
easat-2208	310	23	-	-	PUNCT
easat-2208	310	24	response	response	NOUN
easat-2208	310	25	function	function	NOUN
easat-2208	310	26	(	(	PUNCT
easat-2208	310	27	irf	irf	PROPN
easat-2208	310	28	)	)	PUNCT
easat-2208	311	1	[	[	X
easat-2208	311	2	30][31	30][31	X
easat-2208	311	3	]	]	PUNCT
easat-2208	311	4	.	.	PUNCT
easat-2208	312	1	bayesian	bayesian	NOUN
easat-2208	312	2	var	var	NOUN
easat-2208	313	1	[	[	X
easat-2208	313	2	26	26	NUM
easat-2208	313	3	]	]	PUNCT
easat-2208	313	4	is	be	AUX
easat-2208	313	5	a	a	DET
easat-2208	313	6	multivariate	multivariate	NOUN
easat-2208	313	7	forecasting	forecasting	NOUN
easat-2208	313	8	algorithm	algorithm	NOUN
easat-2208	313	9	that	that	PRON
easat-2208	313	10	is	be	AUX
easat-2208	313	11	highly	highly	ADV
easat-2208	313	12	effective	effective	ADJ
easat-2208	313	13	in	in	ADP
easat-2208	313	14	assessing	assess	VERB
easat-2208	313	15	and	and	CCONJ
easat-2208	313	16	predicting	predict	VERB
easat-2208	313	17	financial	financial	ADJ
easat-2208	313	18	time	time	NOUN
easat-2208	313	19	series	series	PROPN
easat-2208	313	20	fluctuations	fluctuation	NOUN
easat-2208	313	21	.	.	PUNCT
easat-2208	314	1	time	time	NOUN
easat-2208	314	2	series	series	PROPN
easat-2208	314	3	analysis	analysis	NOUN
easat-2208	314	4	is	be	AUX
easat-2208	314	5	successful	successful	ADJ
easat-2208	314	6	because	because	SCONJ
easat-2208	314	7	bayesian	bayesian	NOUN
easat-2208	314	8	var	var	NOUN
easat-2208	314	9	is	be	AUX
easat-2208	314	10	flexible	flexible	ADJ
easat-2208	314	11	as	as	ADV
easat-2208	314	12	well	well	ADV
easat-2208	314	13	as	as	ADP
easat-2208	314	14	simple	simple	ADJ
easat-2208	314	15	to	to	PART
easat-2208	314	16	implement	implement	VERB
easat-2208	314	17	[	[	X
easat-2208	314	18	32	32	NUM
easat-2208	314	19	]	]	PUNCT
easat-2208	314	20	.	.	PUNCT
easat-2208	315	1	bayesian	bayesian	NOUN
easat-2208	315	2	var	var	NOUN
easat-2208	315	3	is	be	AUX
easat-2208	315	4	generally	generally	ADV
easat-2208	315	5	more	more	ADV
easat-2208	315	6	accurate	accurate	ADJ
easat-2208	315	7	than	than	ADP
easat-2208	315	8	univariate	univariate	ADJ
easat-2208	315	9	time	time	NOUN
easat-2208	315	10	series	series	NOUN
easat-2208	315	11	forecasting	forecasting	NOUN
easat-2208	315	12	models	model	NOUN
easat-2208	315	13	[	[	X
easat-2208	315	14	27	27	NUM
easat-2208	315	15	]	]	PUNCT
easat-2208	315	16	.	.	PUNCT
easat-2208	316	1	with	with	ADP
easat-2208	316	2	bayesian	bayesian	NOUN
easat-2208	316	3	var	var	NOUN
easat-2208	316	4	,	,	PUNCT
easat-2208	316	5	all	all	DET
easat-2208	316	6	variables	variable	NOUN
easat-2208	316	7	are	be	AUX
easat-2208	316	8	treated	treat	VERB
easat-2208	316	9	as	as	ADP
easat-2208	316	10	dependents	dependent	NOUN
easat-2208	316	11	,	,	PUNCT
easat-2208	316	12	resulting	result	VERB
easat-2208	316	13	in	in	ADP
easat-2208	316	14	a	a	DET
easat-2208	316	15	multi	multi	ADJ
easat-2208	316	16	-	-	ADJ
easat-2208	316	17	equation	equation	NOUN
easat-2208	316	18	system	system	NOUN
easat-2208	316	19	where	where	SCONJ
easat-2208	316	20	the	the	DET
easat-2208	316	21	number	number	NOUN
easat-2208	316	22	of	of	ADP
easat-2208	316	23	equations	equation	NOUN
easat-2208	316	24	equals	equal	VERB
easat-2208	316	25	the	the	DET
easat-2208	316	26	number	number	NOUN
easat-2208	316	27	of	of	ADP
easat-2208	316	28	variables	variable	NOUN
easat-2208	316	29	[	[	X
easat-2208	316	30	33	33	NUM
easat-2208	316	31	]	]	PUNCT
easat-2208	316	32	.	.	PUNCT
easat-2208	317	1	bayesian	bayesian	NOUN
easat-2208	317	2	var	var	NOUN
easat-2208	317	3	has	have	VERB
easat-2208	317	4	the	the	DET
easat-2208	317	5	following	follow	VERB
easat-2208	317	6	form	form	NOUN
easat-2208	317	7	at	at	ADP
easat-2208	317	8	(	(	PUNCT
easat-2208	317	9	p	p	NOUN
easat-2208	317	10	)	)	PUNCT
easat-2208	317	11	order	order	NOUN
easat-2208	317	12	:	:	PUNCT
easat-2208	318	1	𝒚𝟏	𝒚𝟏	PROPN
easat-2208	318	2	=	=	SYM
easat-2208	319	1	𝒂	𝒂	PROPN
easat-2208	319	2	+	+	PUNCT
easat-2208	319	3	𝑨𝟏𝒚𝒕−𝟏	𝑨𝟏𝒚𝒕−𝟏	PUNCT
easat-2208	319	4	+	+	CCONJ
easat-2208	319	5	𝑨𝟐𝒚𝒕−𝟐	𝑨𝟐𝒚𝒕−𝟐	PROPN
easat-2208	319	6	+	+	CCONJ
easat-2208	319	7	𝑨𝟑𝒚𝒕−𝟑	𝑨𝟑𝒚𝒕−𝟑	X
easat-2208	319	8	+	+	CCONJ
easat-2208	319	9	⋯	⋯	NOUN
easat-2208	319	10	…	…	PUNCT
easat-2208	319	11	+	+	CCONJ
easat-2208	319	12	𝑨𝒑𝒚𝒕−𝒑	𝑨𝒑𝒚𝒕−𝒑	X
easat-2208	320	1	+	+	CCONJ
easat-2208	320	2	𝜺𝟏	𝜺𝟏	PROPN
easat-2208	320	3	(	(	PUNCT
easat-2208	320	4	1	1	NUM
easat-2208	320	5	)	)	PUNCT
easat-2208	320	6	the	the	DET
easat-2208	320	7	k	k	ADV
easat-2208	320	8	-	-	ADJ
easat-2208	320	9	dimensional	dimensional	ADJ
easat-2208	320	10	whitenoise	whitenoise	NOUN
easat-2208	320	11	is	be	AUX
easat-2208	320	12	represented	represent	VERB
easat-2208	320	13	by	by	ADP
easat-2208	320	14	𝒚𝒕	𝒚𝒕	INTJ
easat-2208	320	15	,	,	PUNCT
easat-2208	320	16	where	where	SCONJ
easat-2208	320	17	is	be	AUX
easat-2208	320	18	the	the	DET
easat-2208	320	19	vector	vector	NOUN
easat-2208	320	20	of	of	ADP
easat-2208	320	21	time	time	NOUN
easat-2208	320	22	series	series	PROPN
easat-2208	320	23	variables	variable	NOUN
easat-2208	320	24	,	,	PUNCT
easat-2208	320	25	is	be	AUX
easat-2208	320	26	the	the	DET
easat-2208	320	27	vector	vector	NOUN
easat-2208	320	28	of	of	ADP
easat-2208	320	29	intercept	intercept	NOUN
easat-2208	320	30	terms	term	NOUN
easat-2208	320	31	,	,	PUNCT
easat-2208	320	32	and	and	CCONJ
easat-2208	320	33	is	be	AUX
easat-2208	320	34	the	the	DET
easat-2208	320	35	coefficient	coefficient	NOUN
easat-2208	320	36	matrix	matrix	NOUN
easat-2208	320	37	(	(	PUNCT
easat-2208	320	38	k×k	k×k	PROPN
easat-2208	320	39	)	)	PUNCT
easat-2208	320	40	..	..	PUNCT
easat-2208	321	1	9.3	9.3	NUM
easat-2208	321	2	.	.	PUNCT
easat-2208	322	1	python	python	PROPN
easat-2208	322	2	programmiing	programmiing	NOUN
easat-2208	322	3	language	language	NOUN
easat-2208	322	4	python	python	NOUN
easat-2208	322	5	is	be	AUX
easat-2208	322	6	a	a	DET
easat-2208	322	7	widely	widely	ADV
easat-2208	322	8	used	use	VERB
easat-2208	322	9	high	high	ADJ
easat-2208	322	10	-	-	PUNCT
easat-2208	322	11	level	level	NOUN
easat-2208	322	12	interpreted	interpret	VERB
easat-2208	322	13	language	language	NOUN
easat-2208	322	14	that	that	PRON
easat-2208	322	15	was	be	AUX
easat-2208	322	16	first	first	ADV
easat-2208	322	17	introduced	introduce	VERB
easat-2208	322	18	by	by	ADP
easat-2208	322	19	guido	guido	PROPN
easat-2208	322	20	van	van	PROPN
easat-2208	322	21	rossum	rossum	PROPN
easat-2208	322	22	in	in	ADP
easat-2208	322	23	1991	1991	NUM
easat-2208	322	24	.	.	PUNCT
easat-2208	323	1	its	its	PRON
easat-2208	323	2	design	design	NOUN
easat-2208	323	3	emphasizes	emphasize	VERB
easat-2208	323	4	the	the	DET
easat-2208	323	5	use	use	NOUN
easat-2208	323	6	of	of	ADP
easat-2208	323	7	large	large	ADJ
easat-2208	323	8	white	white	ADJ
easat-2208	323	9	spaces	space	NOUN
easat-2208	323	10	,	,	PUNCT
easat-2208	323	11	which	which	PRON
easat-2208	323	12	promotes	promote	VERB
easat-2208	323	13	readability	readability	NOUN
easat-2208	323	14	of	of	ADP
easat-2208	323	15	the	the	DET
easat-2208	323	16	code	code	NOUN
easat-2208	323	17	.	.	PUNCT
easat-2208	324	1	with	with	ADP
easat-2208	324	2	its	its	PRON
easat-2208	324	3	support	support	NOUN
easat-2208	324	4	for	for	ADP
easat-2208	324	5	software	software	NOUN
easat-2208	324	6	structures	structure	NOUN
easat-2208	324	7	and	and	CCONJ
easat-2208	324	8	object	object	NOUN
easat-2208	324	9	-	-	PUNCT
easat-2208	324	10	oriented	orient	VERB
easat-2208	324	11	methodologies	methodology	NOUN
easat-2208	324	12	,	,	PUNCT
easat-2208	324	13	python	python	NOUN
easat-2208	324	14	enables	enable	VERB
easat-2208	324	15	developers	developer	NOUN
easat-2208	324	16	to	to	PART
easat-2208	324	17	write	write	VERB
easat-2208	324	18	clear	clear	ADJ
easat-2208	324	19	and	and	CCONJ
easat-2208	324	20	logical	logical	ADJ
easat-2208	324	21	code	code	NOUN
easat-2208	324	22	for	for	ADP
easat-2208	324	23	both	both	CCONJ
easat-2208	324	24	small	small	ADJ
easat-2208	324	25	and	and	CCONJ
easat-2208	324	26	large	large	ADJ
easat-2208	324	27	projects	project	NOUN
easat-2208	324	28	.	.	PUNCT
easat-2208	325	1	this	this	DET
easat-2208	325	2	language	language	NOUN
easat-2208	325	3	is	be	AUX
easat-2208	325	4	dynamically	dynamically	ADV
easat-2208	325	5	typed	type	VERB
easat-2208	325	6	and	and	CCONJ
easat-2208	325	7	has	have	VERB
easat-2208	325	8	automatic	automatic	ADJ
easat-2208	325	9	garbage	garbage	NOUN
easat-2208	325	10	collection	collection	NOUN
easat-2208	325	11	.	.	PUNCT
easat-2208	326	1	it	it	PRON
easat-2208	326	2	incorporates	incorporate	VERB
easat-2208	326	3	various	various	ADJ
easat-2208	326	4	programming	programming	NOUN
easat-2208	326	5	paradigms	paradigm	NOUN
easat-2208	326	6	such	such	ADJ
easat-2208	326	7	as	as	ADP
easat-2208	326	8	procedural	procedural	ADJ
easat-2208	326	9	,	,	PUNCT
easat-2208	326	10	object	object	NOUN
easat-2208	326	11	-	-	PUNCT
easat-2208	326	12	oriented	orient	VERB
easat-2208	326	13	,	,	PUNCT
easat-2208	326	14	and	and	CCONJ
easat-2208	326	15	functional	functional	ADJ
easat-2208	326	16	programming	programming	NOUN
easat-2208	326	17	.	.	PUNCT
easat-2208	327	1	additionally	additionally	ADV
easat-2208	327	2	,	,	PUNCT
easat-2208	327	3	python	python	PROPN
easat-2208	327	4	comes	come	VERB
easat-2208	327	5	with	with	ADP
easat-2208	327	6	a	a	DET
easat-2208	327	7	vast	vast	ADJ
easat-2208	327	8	standard	standard	ADJ
easat-2208	327	9	library	library	NOUN
easat-2208	327	10	,	,	PUNCT
easat-2208	327	11	making	make	VERB
easat-2208	327	12	it	it	PRON
easat-2208	327	13	a	a	DET
easat-2208	327	14	"	"	PUNCT
easat-2208	327	15	battery	battery	NOUN
easat-2208	327	16	-	-	PUNCT
easat-2208	327	17	included	include	VERB
easat-2208	327	18	"	"	PUNCT
easat-2208	327	19	language	language	NOUN
easat-2208	327	20	[	[	X
easat-2208	327	21	34][35	34][35	NUM
easat-2208	327	22	]	]	PUNCT
easat-2208	327	23	.	.	PUNCT
easat-2208	328	1	𝑊	𝑊	NOUN
easat-2208	328	2	=	=	PUNCT
easat-2208	328	3	𝑎	𝑎	PROPN
easat-2208	328	4	+	+	X
easat-2208	328	5	𝑏𝑥	𝑏𝑥	NOUN
easat-2208	328	6	+	+	CCONJ
easat-2208	328	7	𝑡(1	𝑡(1	PROPN
easat-2208	328	8	)	)	PUNCT
easat-2208	328	9	(	(	PUNCT
easat-2208	328	10	2	2	X
easat-2208	328	11	)	)	PUNCT
easat-2208	328	12	input	input	NOUN
easat-2208	328	13	and	and	CCONJ
easat-2208	328	14	output	output	NOUN
easat-2208	328	15	variables	variable	NOUN
easat-2208	328	16	are	be	AUX
easat-2208	328	17	often	often	ADV
easat-2208	328	18	analyzed	analyze	VERB
easat-2208	328	19	using	use	VERB
easat-2208	328	20	bayesian	bayesian	NOUN
easat-2208	328	21	var	var	NOUN
easat-2208	328	22	,	,	PUNCT
easat-2208	328	23	but	but	CCONJ
easat-2208	328	24	this	this	PRON
easat-2208	328	25	has	have	VERB
easat-2208	328	26	its	its	PRON
easat-2208	328	27	drawbacks	drawback	NOUN
easat-2208	328	28	[	[	X
easat-2208	328	29	16	16	NUM
easat-2208	328	30	–	–	PUNCT
easat-2208	328	31	18	18	NUM
easat-2208	328	32	]	]	PUNCT
easat-2208	328	33	.	.	PUNCT
easat-2208	329	1	an	an	DET
easat-2208	329	2	explanation	explanation	NOUN
easat-2208	329	3	of	of	ADP
easat-2208	329	4	a	a	DET
easat-2208	329	5	single	single	ADJ
easat-2208	329	6	variable	variable	NOUN
easat-2208	329	7	by	by	ADP
easat-2208	329	8	bayesian	bayesian	NOUN
easat-2208	329	9	var	var	NOUN
easat-2208	329	10	can	can	AUX
easat-2208	329	11	not	not	PART
easat-2208	329	12	be	be	AUX
easat-2208	329	13	complete	complete	ADJ
easat-2208	329	14	,	,	PUNCT
easat-2208	329	15	just	just	ADV
easat-2208	329	16	as	as	SCONJ
easat-2208	329	17	an	an	DET
easat-2208	329	18	explanation	explanation	NOUN
easat-2208	329	19	by	by	ADP
easat-2208	329	20	means	mean	NOUN
easat-2208	329	21	can	can	AUX
easat-2208	329	22	not	not	PART
easat-2208	329	23	be	be	AUX
easat-2208	329	24	complete	complete	ADJ
easat-2208	329	25	.	.	PUNCT
easat-2208	330	1	the	the	DET
easat-2208	330	2	numerous	numerous	ADJ
easat-2208	330	3	variables	variable	NOUN
easat-2208	330	4	are	be	AUX
easat-2208	330	5	examined	examine	VERB
easat-2208	330	6	using	use	VERB
easat-2208	330	7	a	a	DET
easat-2208	330	8	bayesian	bayesian	NOUN
easat-2208	330	9	var	var	NOUN
easat-2208	330	10	model	model	NOUN
easat-2208	330	11	.	.	PUNCT
easat-2208	331	1	the	the	DET
easat-2208	331	2	goal	goal	NOUN
easat-2208	331	3	(	(	PUNCT
easat-2208	331	4	the	the	DET
easat-2208	331	5	dependent	dependent	ADJ
easat-2208	331	6	variable	variable	NOUN
easat-2208	331	7	)	)	PUNCT
easat-2208	331	8	is	be	AUX
easat-2208	331	9	affected	affect	VERB
easat-2208	331	10	by	by	ADP
easat-2208	331	11	several	several	ADJ
easat-2208	331	12	independent	independent	ADJ
easat-2208	331	13	variables	variable	NOUN
easat-2208	331	14	.	.	PUNCT
easat-2208	332	1	it	it	PRON
easat-2208	332	2	can	can	AUX
easat-2208	332	3	be	be	AUX
easat-2208	332	4	described	describe	VERB
easat-2208	332	5	as	as	ADP
easat-2208	332	6	such	such	ADJ
easat-2208	332	7	when	when	SCONJ
easat-2208	332	8	a	a	DET
easat-2208	332	9	regression	regression	NOUN
easat-2208	332	10	equation	equation	NOUN
easat-2208	332	11	includes	include	VERB
easat-2208	332	12	many	many	ADJ
easat-2208	332	13	variables	variable	NOUN
easat-2208	332	14	[	[	X
easat-2208	332	15	36	36	NUM
easat-2208	332	16	]	]	PUNCT
easat-2208	332	17	.	.	PUNCT
easat-2208	333	1	𝑊	𝑊	NOUN
easat-2208	333	2	=	=	PUNCT
easat-2208	333	3	𝑎	𝑎	X
easat-2208	333	4	+	+	X
easat-2208	333	5	𝑓1𝑞1	𝑓1𝑞1	NOUN
easat-2208	333	6	+	+	CCONJ
easat-2208	333	7	𝑓2𝑞2	𝑓2𝑞2	X
easat-2208	333	8	+	+	ADJ
easat-2208	333	9	𝑓3𝑞3	𝑓3𝑞3	NOUN
easat-2208	333	10	+	+	NOUN
easat-2208	333	11	𝑡	𝑡	NOUN
easat-2208	333	12	(	(	PUNCT
easat-2208	333	13	3	3	NUM
easat-2208	333	14	)	)	PUNCT
easat-2208	333	15	the	the	DET
easat-2208	333	16	independent	independent	ADJ
easat-2208	333	17	variables	variable	NOUN
easat-2208	333	18	𝑓1	𝑓1	PROPN
easat-2208	333	19	;	;	PUNCT
easat-2208	333	20	𝑓2	𝑓2	NOUN
easat-2208	333	21	;	;	PUNCT
easat-2208	333	22	𝑓3	𝑓3	NOUN
easat-2208	333	23	are	be	AUX
easat-2208	333	24	known	know	VERB
easat-2208	333	25	as	as	ADP
easat-2208	333	26	the	the	DET
easat-2208	333	27	predictors	predictor	NOUN
easat-2208	333	28	or	or	CCONJ
easat-2208	333	29	target	target	NOUN
easat-2208	333	30	variables	variable	NOUN
easat-2208	333	31	.	.	PUNCT
easat-2208	334	1	in	in	ADP
easat-2208	334	2	this	this	DET
easat-2208	334	3	example	example	NOUN
easat-2208	334	4	,	,	PUNCT
easat-2208	334	5	the	the	DET
easat-2208	334	6	y	y	NOUN
easat-2208	334	7	-	-	PUNCT
easat-2208	334	8	intercept	intercept	NOUN
easat-2208	334	9	is	be	AUX
easat-2208	334	10	called	call	VERB
easat-2208	334	11	s	s	X
easat-2208	334	12	and	and	CCONJ
easat-2208	334	13	the	the	DET
easat-2208	334	14	coefficients	coefficient	NOUN
easat-2208	334	15	are	be	AUX
easat-2208	334	16	called	call	VERB
easat-2208	334	17	𝑞1	𝑞1	ADJ
easat-2208	334	18	;	;	PUNCT
easat-2208	334	19	𝑞2	𝑞2	NOUN
easat-2208	334	20	;	;	PUNCT
easat-2208	334	21	𝑞3	𝑞3	NOUN
easat-2208	334	22	.	.	PUNCT
easat-2208	335	1	9.4	9.4	NUM
easat-2208	335	2	.	.	PUNCT
easat-2208	336	1	random	random	ADJ
easat-2208	336	2	forest	forest	NOUN
easat-2208	336	3	based	base	VERB
easat-2208	336	4	on	on	ADP
easat-2208	336	5	the	the	DET
easat-2208	336	6	findings	finding	NOUN
easat-2208	336	7	of	of	ADP
easat-2208	336	8	multiple	multiple	ADJ
easat-2208	336	9	decision	decision	NOUN
easat-2208	336	10	trees	tree	NOUN
easat-2208	336	11	,	,	PUNCT
easat-2208	336	12	the	the	DET
easat-2208	336	13	random	random	ADJ
easat-2208	336	14	forest	forest	NOUN
easat-2208	336	15	is	be	AUX
easat-2208	336	16	an	an	DET
easat-2208	336	17	ensemble	ensemble	ADJ
easat-2208	336	18	learning	learning	NOUN
easat-2208	336	19	algorithm	algorithm	NOUN
easat-2208	336	20	initially	initially	ADV
easat-2208	336	21	introduced	introduce	VERB
easat-2208	336	22	by	by	ADP
easat-2208	336	23	[	[	X
easat-2208	336	24	19	19	NUM
easat-2208	336	25	]	]	PUNCT
easat-2208	336	26	,	,	PUNCT
easat-2208	336	27	[	[	X
easat-2208	336	28	20	20	NUM
easat-2208	336	29	]	]	PUNCT
easat-2208	336	30	.	.	PUNCT
easat-2208	337	1	there	there	PRON
easat-2208	337	2	is	be	VERB
easat-2208	337	3	no	no	DET
easat-2208	337	4	evidence	evidence	NOUN
easat-2208	337	5	that	that	SCONJ
easat-2208	337	6	random	random	ADJ
easat-2208	337	7	forests	forest	NOUN
easat-2208	337	8	are	be	AUX
easat-2208	337	9	susceptible	susceptible	ADJ
easat-2208	337	10	to	to	ADP
easat-2208	337	11	outliers	outlier	NOUN
easat-2208	337	12	,	,	PUNCT
easat-2208	337	13	disturbances	disturbance	NOUN
easat-2208	337	14	,	,	PUNCT
easat-2208	337	15	or	or	CCONJ
easat-2208	337	16	overfitting	overfitting	NOUN
easat-2208	337	17	,	,	PUNCT
easat-2208	337	18	and	and	CCONJ
easat-2208	337	19	they	they	PRON
easat-2208	337	20	are	be	AUX
easat-2208	337	21	stable	stable	ADJ
easat-2208	337	22	and	and	CCONJ
easat-2208	337	23	accurate	accurate	ADJ
easat-2208	337	24	predictors	predictor	NOUN
easat-2208	337	25	[	[	X
easat-2208	337	26	37][38	37][38	NUM
easat-2208	337	27	]	]	PUNCT
easat-2208	337	28	.	.	PUNCT
easat-2208	338	1	using	use	VERB
easat-2208	338	2	random	random	ADJ
easat-2208	338	3	forest	forest	NOUN
easat-2208	338	4	,	,	PUNCT
easat-2208	338	5	many	many	ADJ
easat-2208	338	6	unrelated	unrelated	ADJ
easat-2208	338	7	decisions	decision	NOUN
easat-2208	338	8	tree	tree	NOUN
easat-2208	338	9	types	type	NOUN
easat-2208	339	1	[	[	X
easat-2208	339	2	m	m	X
easat-2208	339	3	(	(	PUNCT
easat-2208	339	4	a	a	DET
easat-2208	339	5	,	,	PUNCT
easat-2208	339	6	l	l	NOUN
easat-2208	339	7	)	)	PUNCT
easat-2208	339	8	;	;	PUNCT
easat-2208	339	9	l	l	NOUN
easat-2208	339	10	=	=	SYM
easat-2208	339	11	1	1	NUM
easat-2208	339	12	,	,	PUNCT
easat-2208	339	13	...	...	PUNCT
easat-2208	339	14	]	]	PUNCT
easat-2208	339	15	are	be	AUX
easat-2208	339	16	constructed	construct	VERB
easat-2208	339	17	for	for	ADP
easat-2208	339	18	training	training	NOUN
easat-2208	339	19	.	.	PUNCT
easat-2208	340	1	the	the	DET
easat-2208	340	2	classification	classification	NOUN
easat-2208	340	3	method	method	NOUN
easat-2208	340	4	uses	use	VERB
easat-2208	340	5	decision	decision	NOUN
easat-2208	340	6	trees	tree	NOUN
easat-2208	340	7	to	to	PART
easat-2208	340	8	make	make	VERB
easat-2208	340	9	predictions	prediction	NOUN
easat-2208	340	10	about	about	ADP
easat-2208	340	11	categorization	categorization	NOUN
easat-2208	340	12	of	of	ADP
easat-2208	340	13	samples	sample	NOUN
easat-2208	340	14	.	.	PUNCT
easat-2208	341	1	ultimately	ultimately	ADV
easat-2208	341	2	,	,	PUNCT
easat-2208	341	3	sample	sample	NOUN
easat-2208	341	4	classification	classification	NOUN
easat-2208	341	5	determines	determine	VERB
easat-2208	341	6	the	the	DET
easat-2208	341	7	outcome	outcome	NOUN
easat-2208	341	8	.	.	PUNCT
easat-2208	342	1	create	create	VERB
easat-2208	342	2	training	training	NOUN
easat-2208	342	3	sets	set	NOUN
easat-2208	342	4	that	that	PRON
easat-2208	342	5	are	be	AUX
easat-2208	342	6	n't	not	PART
easat-2208	342	7	related	relate	VERB
easat-2208	342	8	to	to	ADP
easat-2208	342	9	reducing	reduce	VERB
easat-2208	342	10	random	random	ADJ
easat-2208	342	11	forest	forest	NOUN
easat-2208	342	12	variance	variance	NOUN
easat-2208	342	13	.	.	PUNCT
easat-2208	343	1	the	the	DET
easat-2208	343	2	random	random	ADJ
easat-2208	343	3	forest	forest	NOUN
easat-2208	343	4	model	model	NOUN
easat-2208	343	5	is	be	AUX
easat-2208	343	6	built	build	VERB
easat-2208	343	7	using	use	VERB
easat-2208	343	8	m1(a	m1(a	PROPN
easat-2208	343	9	)	)	PUNCT
easat-2208	343	10	....	....	PUNCT
easat-2208	344	1	ml(a	ml(a	X
easat-2208	344	2	)	)	PUNCT
easat-2208	344	3	sets	set	NOUN
easat-2208	344	4	of	of	ADP
easat-2208	344	5	classifications	classification	NOUN
easat-2208	344	6	derived	derive	VERB
easat-2208	344	7	from	from	ADP
easat-2208	344	8	sample	sample	NOUN
easat-2208	344	9	training	training	NOUN
easat-2208	344	10	.	.	PUNCT
easat-2208	345	1	random	random	ADJ
easat-2208	345	2	forests	forest	NOUN
easat-2208	345	3	are	be	AUX
easat-2208	345	4	based	base	VERB
easat-2208	345	5	on	on	ADP
easat-2208	345	6	voting	voting	NOUN
easat-2208	345	7	,	,	PUNCT
easat-2208	345	8	as	as	SCONJ
easat-2208	345	9	shown	show	VERB
easat-2208	345	10	in	in	ADP
easat-2208	345	11	equation	equation	NOUN
easat-2208	345	12	(	(	PUNCT
easat-2208	345	13	4)[39	4)[39	NUM
easat-2208	345	14	]	]	PUNCT
easat-2208	345	15	.	.	PUNCT
easat-2208	346	1	1051	1051	NUM
easat-2208	346	2	edelweiss	edelweiss	PROPN
easat-2208	346	3	applied	apply	VERB
easat-2208	346	4	science	science	NOUN
easat-2208	346	5	and	and	CCONJ
easat-2208	346	6	technology	technology	NOUN
easat-2208	346	7	issn	issn	PROPN
easat-2208	346	8	:	:	PUNCT
easat-2208	346	9	2576	2576	NUM
easat-2208	346	10	-	-	SYM
easat-2208	346	11	8484	8484	NUM
easat-2208	346	12	vol	vol	NOUN
easat-2208	346	13	.	.	PROPN
easat-2208	346	14	8	8	NUM
easat-2208	346	15	,	,	PUNCT
easat-2208	346	16	no	no	INTJ
easat-2208	346	17	.	.	NOUN
easat-2208	347	1	6	6	NUM
easat-2208	347	2	:	:	PUNCT
easat-2208	347	3	1044	1044	NUM
easat-2208	347	4	-	-	SYM
easat-2208	347	5	1056	1056	NUM
easat-2208	347	6	,	,	PUNCT
easat-2208	347	7	2024	2024	NUM
easat-2208	347	8	doi	doi	NOUN
easat-2208	347	9	:	:	PUNCT
easat-2208	347	10	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	347	11	©	©	PROPN
easat-2208	347	12	2024	2024	NUM
easat-2208	347	13	by	by	ADP
easat-2208	347	14	the	the	DET
easat-2208	347	15	author	author	NOUN
easat-2208	347	16	;	;	PUNCT
easat-2208	348	1	licensee	licensee	PROPN
easat-2208	348	2	learning	learn	VERB
easat-2208	348	3	gate	gate	PROPN
easat-2208	348	4	m(α	m(α	PROPN
easat-2208	348	5	)	)	PUNCT
easat-2208	348	6	=	=	PUNCT
easat-2208	348	7	𝑎𝑟𝑔𝑚𝑎𝑥	𝑎𝑟𝑔𝑚𝑎𝑥	NOUN
easat-2208	348	8	∑	∑	PUNCT
easat-2208	348	9	𝐷(𝑚𝑖(𝑎	𝐷(𝑚𝑖(𝑎	NOUN
easat-2208	348	10	)	)	PUNCT
easat-2208	348	11	=	=	PUNCT
easat-2208	348	12	𝑍)𝐿	𝑍)𝐿	ADJ
easat-2208	348	13	𝑖=1	𝑖=1	PROPN
easat-2208	348	14	(	(	PUNCT
easat-2208	348	15	4	4	X
easat-2208	348	16	)	)	PUNCT
easat-2208	348	17	z	z	NOUN
easat-2208	348	18	is	be	AUX
easat-2208	348	19	the	the	DET
easat-2208	348	20	output	output	NOUN
easat-2208	348	21	of	of	ADP
easat-2208	348	22	the	the	DET
easat-2208	348	23	random	random	ADJ
easat-2208	348	24	forest	forest	NOUN
easat-2208	348	25	model	model	NOUN
easat-2208	348	26	,	,	PUNCT
easat-2208	348	27	while	while	SCONJ
easat-2208	348	28	(	(	PUNCT
easat-2208	348	29	.	.	PUNCT
easat-2208	348	30	)	)	PUNCT
easat-2208	348	31	is	be	AUX
easat-2208	348	32	the	the	DET
easat-2208	348	33	indicator	indicator	NOUN
easat-2208	348	34	function	function	NOUN
easat-2208	348	35	.	.	PUNCT
easat-2208	349	1	a	a	DET
easat-2208	349	2	new	new	ADJ
easat-2208	349	3	training	training	NOUN
easat-2208	349	4	set	set	NOUN
easat-2208	349	5	is	be	AUX
easat-2208	349	6	generated	generate	VERB
easat-2208	349	7	each	each	DET
easat-2208	349	8	time	time	NOUN
easat-2208	349	9	a	a	DET
easat-2208	349	10	decision	decision	NOUN
easat-2208	349	11	tree	tree	NOUN
easat-2208	349	12	sampling	sampling	NOUN
easat-2208	349	13	is	be	AUX
easat-2208	349	14	performed	perform	VERB
easat-2208	349	15	.	.	PUNCT
easat-2208	350	1	the	the	DET
easat-2208	350	2	playback	playback	NOUN
easat-2208	350	3	setup	setup	NOUN
easat-2208	350	4	has	have	VERB
easat-2208	350	5	n	n	NUM
easat-2208	350	6	training	training	NOUN
easat-2208	350	7	subsets	subset	NOUN
easat-2208	350	8	,	,	PUNCT
easat-2208	350	9	usually	usually	ADV
easat-2208	350	10	a	a	DET
easat-2208	350	11	third	third	NOUN
easat-2208	350	12	of	of	ADP
easat-2208	350	13	the	the	DET
easat-2208	350	14	total	total	ADJ
easat-2208	350	15	number	number	NOUN
easat-2208	350	16	of	of	ADP
easat-2208	350	17	training	training	NOUN
easat-2208	350	18	samples	sample	NOUN
easat-2208	350	19	,	,	PUNCT
easat-2208	350	20	which	which	PRON
easat-2208	350	21	is	be	AUX
easat-2208	350	22	a	a	DET
easat-2208	350	23	smaller	small	ADJ
easat-2208	350	24	number	number	NOUN
easat-2208	350	25	than	than	ADP
easat-2208	350	26	the	the	DET
easat-2208	350	27	whole	whole	ADJ
easat-2208	350	28	number	number	NOUN
easat-2208	350	29	of	of	ADP
easat-2208	350	30	training	training	NOUN
easat-2208	350	31	samples	sample	NOUN
easat-2208	350	32	[	[	X
easat-2208	350	33	40	40	NUM
easat-2208	350	34	]	]	PUNCT
easat-2208	350	35	.	.	PUNCT
easat-2208	351	1	n	n	PRON
easat-2208	351	2	decision	decision	NOUN
easat-2208	351	3	trees	tree	NOUN
easat-2208	351	4	are	be	AUX
easat-2208	351	5	used	use	VERB
easat-2208	351	6	to	to	PART
easat-2208	351	7	construct	construct	VERB
easat-2208	351	8	random	random	ADJ
easat-2208	351	9	forests	forest	NOUN
easat-2208	351	10	.	.	PUNCT
easat-2208	352	1	the	the	DET
easat-2208	352	2	training	training	NOUN
easat-2208	352	3	set	set	NOUN
easat-2208	352	4	generated	generate	VERB
easat-2208	352	5	in	in	ADP
easat-2208	352	6	the	the	DET
easat-2208	352	7	first	first	ADJ
easat-2208	352	8	phase	phase	NOUN
easat-2208	352	9	is	be	AUX
easat-2208	352	10	used	use	VERB
easat-2208	352	11	to	to	PART
easat-2208	352	12	build	build	VERB
easat-2208	352	13	determination	determination	NOUN
easat-2208	352	14	trees	tree	NOUN
easat-2208	352	15	for	for	ADP
easat-2208	352	16	each	each	DET
easat-2208	352	17	training	training	NOUN
easat-2208	352	18	subset	subset	NOUN
easat-2208	352	19	.	.	PUNCT
easat-2208	353	1	nodes	node	NOUN
easat-2208	353	2	in	in	ADP
easat-2208	353	3	the	the	DET
easat-2208	353	4	decision	decision	NOUN
easat-2208	353	5	tree	tree	NOUN
easat-2208	353	6	are	be	AUX
easat-2208	353	7	divided	divide	VERB
easat-2208	353	8	using	use	VERB
easat-2208	353	9	the	the	DET
easat-2208	353	10	cart	cart	NOUN
easat-2208	353	11	method	method	NOUN
easat-2208	353	12	.	.	PUNCT
easat-2208	354	1	gini	gini	PROPN
easat-2208	354	2	coefficient	coefficient	PROPN
easat-2208	354	3	reduction	reduction	NOUN
easat-2208	354	4	is	be	AUX
easat-2208	354	5	applied	apply	VERB
easat-2208	354	6	to	to	PART
easat-2208	354	7	randomly	randomly	ADV
easat-2208	354	8	selected	select	VERB
easat-2208	354	9	objects	object	NOUN
easat-2208	354	10	at	at	ADP
easat-2208	354	11	node	node	PROPN
easat-2208	354	12	t	t	PROPN
easat-2208	354	13	to	to	PART
easat-2208	354	14	assign	assign	VERB
easat-2208	354	15	them	they	PRON
easat-2208	354	16	to	to	ADP
easat-2208	354	17	class	class	PROPN
easat-2208	354	18	i.	i.	PROPN
easat-2208	354	19	gini	gini	PROPN
easat-2208	354	20	coefficient	coefficient	PROPN
easat-2208	354	21	reduction	reduction	NOUN
easat-2208	354	22	describes	describe	VERB
easat-2208	354	23	how	how	SCONJ
easat-2208	354	24	likely	likely	ADJ
easat-2208	354	25	it	it	PRON
easat-2208	354	26	is	be	AUX
easat-2208	354	27	that	that	SCONJ
easat-2208	354	28	our	our	PRON
easat-2208	354	29	objects	object	NOUN
easat-2208	354	30	are	be	AUX
easat-2208	354	31	members	member	NOUN
easat-2208	354	32	of	of	ADP
easat-2208	354	33	class	class	NOUN
easat-2208	354	34	i.	i.	NOUN
easat-2208	354	35	equation	equation	NOUN
easat-2208	354	36	e1	e1	PROPN
easat-2208	354	37	represents	represent	VERB
easat-2208	354	38	the	the	DET
easat-2208	354	39	possibility	possibility	NOUN
easat-2208	354	40	of	of	ADP
easat-2208	354	41	misinterpretation	misinterpretation	NOUN
easat-2208	354	42	.	.	PUNCT
easat-2208	355	1	according	accord	VERB
easat-2208	355	2	to	to	ADP
easat-2208	355	3	this	this	DET
easat-2208	355	4	rule	rule	NOUN
easat-2208	355	5	,	,	PUNCT
easat-2208	355	6	there	there	PRON
easat-2208	355	7	are	be	VERB
easat-2208	355	8	4[41	4[41	PROPN
easat-2208	355	9	]	]	PUNCT
easat-2208	355	10	.	.	PUNCT
easat-2208	356	1	𝐺𝑖𝑛𝑖	𝐺𝑖𝑛𝑖	VERB
easat-2208	356	2	=	=	PUNCT
easat-2208	356	3	𝑖	𝑖	SYM
easat-2208	356	4	≠	≠	PROPN
easat-2208	356	5	𝐽𝑝(𝑖|𝑡)𝑝(𝑗|𝑡	𝐽𝑝(𝑖|𝑡)𝑝(𝑗|𝑡	NUM
easat-2208	356	6	)	)	PUNCT
easat-2208	356	7	(	(	PUNCT
easat-2208	356	8	5	5	X
easat-2208	356	9	)	)	PUNCT
easat-2208	356	10	figure	figure	NOUN
easat-2208	356	11	2	2	NUM
easat-2208	356	12	.	.	PUNCT
easat-2208	357	1	the	the	DET
easat-2208	357	2	proposed	propose	VERB
easat-2208	357	3	methodology	methodology	NOUN
easat-2208	357	4	schemes	scheme	NOUN
easat-2208	357	5	.	.	PUNCT
easat-2208	358	1	10	10	NUM
easat-2208	358	2	.	.	PUNCT
easat-2208	358	3	experimental	experimental	ADJ
easat-2208	358	4	datasets	dataset	NOUN
easat-2208	358	5	at	at	ADP
easat-2208	358	6	the	the	DET
easat-2208	358	7	moment	moment	NOUN
easat-2208	358	8	,	,	PUNCT
easat-2208	358	9	a	a	DET
easat-2208	358	10	barrel	barrel	NOUN
easat-2208	358	11	of	of	ADP
easat-2208	358	12	oil	oil	NOUN
easat-2208	358	13	is	be	AUX
easat-2208	358	14	being	be	AUX
easat-2208	358	15	traded	trade	VERB
easat-2208	358	16	at	at	ADP
easat-2208	358	17	a	a	DET
easat-2208	358	18	stable	stable	ADJ
easat-2208	358	19	range	range	NOUN
easat-2208	358	20	of	of	ADP
easat-2208	358	21	$	$	SYM
easat-2208	358	22	50	50	NUM
easat-2208	358	23	to	to	PART
easat-2208	358	24	$	$	SYM
easat-2208	358	25	55	55	NUM
easat-2208	358	26	.	.	PUNCT
easat-2208	359	1	this	this	DET
easat-2208	359	2	period	period	NOUN
easat-2208	359	3	can	can	AUX
easat-2208	359	4	be	be	AUX
easat-2208	359	5	considered	consider	VERB
easat-2208	359	6	relatively	relatively	ADV
easat-2208	359	7	stable	stable	ADJ
easat-2208	359	8	.	.	PUNCT
easat-2208	360	1	the	the	DET
easat-2208	360	2	demand	demand	NOUN
easat-2208	360	3	for	for	ADP
easat-2208	360	4	oil	oil	NOUN
easat-2208	360	5	has	have	AUX
easat-2208	360	6	decreased	decrease	VERB
easat-2208	360	7	between	between	ADP
easat-2208	360	8	2016	2016	NUM
easat-2208	360	9	and	and	CCONJ
easat-2208	360	10	2018	2018	NUM
easat-2208	360	11	in	in	ADP
easat-2208	360	12	major	major	ADJ
easat-2208	360	13	economies	economy	NOUN
easat-2208	360	14	such	such	ADJ
easat-2208	360	15	as	as	ADP
easat-2208	360	16	china	china	PROPN
easat-2208	360	17	,	,	PUNCT
easat-2208	360	18	india	india	PROPN
easat-2208	360	19	,	,	PUNCT
easat-2208	360	20	russia	russia	PROPN
easat-2208	360	21	,	,	PUNCT
easat-2208	360	22	and	and	CCONJ
easat-2208	360	23	brazil	brazil	PROPN
easat-2208	360	24	.	.	PUNCT
easat-2208	361	1	however	however	ADV
easat-2208	361	2	,	,	PUNCT
easat-2208	361	3	from	from	ADP
easat-2208	361	4	the	the	DET
easat-2208	361	5	second	second	ADJ
easat-2208	361	6	half	half	NOUN
easat-2208	361	7	of	of	ADP
easat-2208	361	8	2018	2018	NUM
easat-2208	361	9	to	to	ADP
easat-2208	361	10	the	the	DET
easat-2208	361	11	end	end	NOUN
easat-2208	361	12	of	of	ADP
easat-2208	361	13	2019	2019	NUM
easat-2208	361	14	,	,	PUNCT
easat-2208	361	15	there	there	PRON
easat-2208	361	16	was	be	VERB
easat-2208	361	17	a	a	DET
easat-2208	361	18	rise	rise	NOUN
easat-2208	361	19	in	in	ADP
easat-2208	361	20	prices	price	NOUN
easat-2208	361	21	.	.	PUNCT
easat-2208	362	1	the	the	DET
easat-2208	362	2	brent	brent	PROPN
easat-2208	362	3	oil	oil	NOUN
easat-2208	362	4	market	market	NOUN
easat-2208	362	5	is	be	AUX
easat-2208	362	6	prone	prone	ADJ
easat-2208	362	7	to	to	ADP
easat-2208	362	8	price	price	NOUN
easat-2208	362	9	fluctuations	fluctuation	NOUN
easat-2208	362	10	and	and	CCONJ
easat-2208	362	11	trends	trend	NOUN
easat-2208	362	12	.	.	PUNCT
easat-2208	363	1	the	the	DET
easat-2208	363	2	brent	brent	PROPN
easat-2208	363	3	oil	oil	NOUN
easat-2208	363	4	price	price	NOUN
easat-2208	363	5	is	be	AUX
easat-2208	363	6	a	a	DET
easat-2208	363	7	significant	significant	ADJ
easat-2208	363	8	factor	factor	NOUN
easat-2208	363	9	in	in	ADP
easat-2208	363	10	the	the	DET
easat-2208	363	11	global	global	ADJ
easat-2208	363	12	oil	oil	NOUN
easat-2208	363	13	pricing	pricing	NOUN
easat-2208	363	14	system	system	NOUN
easat-2208	363	15	as	as	SCONJ
easat-2208	363	16	it	it	PRON
easat-2208	363	17	is	be	AUX
easat-2208	363	18	the	the	DET
easat-2208	363	19	benchmark	benchmark	NOUN
easat-2208	363	20	for	for	ADP
easat-2208	363	21	68	68	NUM
easat-2208	363	22	%	%	NOUN
easat-2208	363	23	of	of	ADP
easat-2208	363	24	the	the	DET
easat-2208	363	25	world	world	NOUN
easat-2208	363	26	's	's	PART
easat-2208	363	27	oil	oil	NOUN
easat-2208	363	28	trade	trade	NOUN
easat-2208	363	29	.	.	PUNCT
easat-2208	364	1	by	by	ADP
easat-2208	364	2	analyzing	analyze	VERB
easat-2208	364	3	this	this	DET
easat-2208	364	4	time	time	NOUN
easat-2208	364	5	frame	frame	NOUN
easat-2208	364	6	,	,	PUNCT
easat-2208	364	7	more	more	ADV
easat-2208	364	8	precise	precise	ADJ
easat-2208	364	9	and	and	CCONJ
easat-2208	364	10	dependable	dependable	ADJ
easat-2208	364	11	predictions	prediction	NOUN
easat-2208	364	12	can	can	AUX
easat-2208	364	13	be	be	AUX
easat-2208	364	14	made	make	VERB
easat-2208	364	15	due	due	ADJ
easat-2208	364	16	to	to	ADP
easat-2208	364	17	the	the	DET
easat-2208	364	18	various	various	ADJ
easat-2208	364	19	patterns	pattern	NOUN
easat-2208	364	20	and	and	CCONJ
easat-2208	364	21	spikes	spike	NOUN
easat-2208	364	22	that	that	PRON
easat-2208	364	23	were	be	AUX
easat-2208	364	24	observed	observe	VERB
easat-2208	364	25	during	during	ADP
easat-2208	364	26	this	this	DET
easat-2208	364	27	period	period	NOUN
easat-2208	364	28	.	.	PUNCT
easat-2208	365	1	a	a	DET
easat-2208	365	2	recurring	recur	VERB
easat-2208	365	3	pattern	pattern	NOUN
easat-2208	365	4	can	can	AUX
easat-2208	365	5	be	be	AUX
easat-2208	365	6	defined	define	VERB
easat-2208	365	7	as	as	ADP
easat-2208	365	8	seasonality	seasonality	NOUN
easat-2208	365	9	using	use	VERB
easat-2208	365	10	time	time	NOUN
easat-2208	365	11	-	-	PUNCT
easat-2208	365	12	series	series	NOUN
easat-2208	365	13	data	datum	NOUN
easat-2208	365	14	.	.	PUNCT
easat-2208	366	1	a	a	DET
easat-2208	366	2	cyclical	cyclical	ADJ
easat-2208	366	3	trend	trend	NOUN
easat-2208	366	4	occurs	occur	VERB
easat-2208	366	5	regularly	regularly	ADV
easat-2208	366	6	but	but	CCONJ
easat-2208	366	7	does	do	AUX
easat-2208	366	8	not	not	PART
easat-2208	366	9	have	have	VERB
easat-2208	366	10	a	a	DET
easat-2208	366	11	defined	define	VERB
easat-2208	366	12	duration	duration	NOUN
easat-2208	366	13	,	,	PUNCT
easat-2208	366	14	unlike	unlike	ADP
easat-2208	366	15	stock	stock	NOUN
easat-2208	366	16	price	price	NOUN
easat-2208	366	17	fluctuations	fluctuation	NOUN
easat-2208	366	18	,	,	PUNCT
easat-2208	366	19	which	which	PRON
easat-2208	366	20	are	be	AUX
easat-2208	366	21	1052	1052	NUM
easat-2208	366	22	edelweiss	edelweiss	PROPN
easat-2208	366	23	applied	apply	VERB
easat-2208	366	24	science	science	NOUN
easat-2208	366	25	and	and	CCONJ
easat-2208	366	26	technology	technology	NOUN
easat-2208	366	27	issn	issn	PROPN
easat-2208	366	28	:	:	PUNCT
easat-2208	366	29	2576	2576	NUM
easat-2208	366	30	-	-	SYM
easat-2208	366	31	8484	8484	NUM
easat-2208	366	32	vol	vol	NOUN
easat-2208	366	33	.	.	PROPN
easat-2208	366	34	8	8	NUM
easat-2208	366	35	,	,	PUNCT
easat-2208	366	36	no	no	INTJ
easat-2208	366	37	.	.	NOUN
easat-2208	366	38	6	6	NUM
easat-2208	366	39	:	:	PUNCT
easat-2208	366	40	1044	1044	NUM
easat-2208	366	41	-	-	SYM
easat-2208	366	42	1056	1056	NUM
easat-2208	366	43	,	,	PUNCT
easat-2208	366	44	2024	2024	NUM
easat-2208	366	45	doi	doi	NOUN
easat-2208	366	46	:	:	PUNCT
easat-2208	366	47	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	366	48	©	©	PROPN
easat-2208	366	49	2024	2024	NUM
easat-2208	366	50	by	by	ADP
easat-2208	366	51	the	the	DET
easat-2208	366	52	author	author	NOUN
easat-2208	366	53	;	;	PUNCT
easat-2208	366	54	licensee	licensee	PROPN
easat-2208	366	55	learning	learn	VERB
easat-2208	366	56	gate	gate	NOUN
easat-2208	366	57	predictable	predictable	ADJ
easat-2208	366	58	.	.	PUNCT
easat-2208	367	1	understanding	understand	VERB
easat-2208	367	2	what	what	PRON
easat-2208	367	3	your	your	PRON
easat-2208	367	4	data	data	NOUN
easat-2208	367	5	's	's	PART
easat-2208	367	6	seasonality	seasonality	NOUN
easat-2208	367	7	trends	trend	NOUN
easat-2208	367	8	are	be	AUX
easat-2208	367	9	will	will	AUX
easat-2208	367	10	help	help	VERB
easat-2208	367	11	to	to	PART
easat-2208	367	12	evaluate	evaluate	VERB
easat-2208	367	13	the	the	DET
easat-2208	367	14	time	time	NOUN
easat-2208	367	15	-	-	PUNCT
easat-2208	367	16	series	series	NOUN
easat-2208	367	17	machine	machine	NOUN
easat-2208	367	18	learning	learn	VERB
easat-2208	367	19	algorithm	algorithm	PROPN
easat-2208	367	20	.	.	PUNCT
easat-2208	368	1	data	datum	NOUN
easat-2208	368	2	for	for	ADP
easat-2208	368	3	seasonality	seasonality	NOUN
easat-2208	368	4	and	and	CCONJ
easat-2208	368	5	trends	trend	NOUN
easat-2208	368	6	are	be	AUX
easat-2208	368	7	shown	show	VERB
easat-2208	368	8	in	in	ADP
easat-2208	368	9	figure	figure	NOUN
easat-2208	368	10	3	3	NUM
easat-2208	368	11	.	.	PUNCT
easat-2208	369	1	the	the	DET
easat-2208	369	2	pairwise	pairwise	NOUN
easat-2208	369	3	relationship	relationship	NOUN
easat-2208	369	4	in	in	ADP
easat-2208	369	5	the	the	DET
easat-2208	369	6	dataset	dataset	NOUN
easat-2208	369	7	is	be	AUX
easat-2208	369	8	shown	show	VERB
easat-2208	369	9	in	in	ADP
easat-2208	369	10	figure	figure	NOUN
easat-2208	369	11	4	4	NUM
easat-2208	369	12	.	.	PUNCT
easat-2208	370	1	in	in	ADP
easat-2208	370	2	figure	figure	NOUN
easat-2208	370	3	5	5	NUM
easat-2208	370	4	,	,	PUNCT
easat-2208	370	5	the	the	DET
easat-2208	370	6	heat	heat	NOUN
easat-2208	370	7	map	map	NOUN
easat-2208	370	8	is	be	AUX
easat-2208	370	9	shown	show	VERB
easat-2208	370	10	colored	color	VERB
easat-2208	370	11	according	accord	VERB
easat-2208	370	12	to	to	ADP
easat-2208	370	13	the	the	DET
easat-2208	370	14	information	information	NOUN
easat-2208	370	15	about	about	ADP
easat-2208	370	16	the	the	DET
easat-2208	370	17	dataset	dataset	NOUN
easat-2208	370	18	.	.	PUNCT
easat-2208	371	1	the	the	DET
easat-2208	371	2	correlation	correlation	NOUN
easat-2208	371	3	heat	heat	NOUN
easat-2208	371	4	map	map	NOUN
easat-2208	371	5	in	in	ADP
easat-2208	371	6	figure	figure	NOUN
easat-2208	371	7	6	6	NUM
easat-2208	371	8	illustrates	illustrate	VERB
easat-2208	371	9	the	the	DET
easat-2208	371	10	correlation	correlation	NOUN
easat-2208	371	11	between	between	ADP
easat-2208	371	12	datasets	dataset	NOUN
easat-2208	371	13	.	.	PUNCT
easat-2208	372	1	figures	figure	NOUN
easat-2208	372	2	7	7	NUM
easat-2208	372	3	to	to	PART
easat-2208	372	4	10	10	NUM
easat-2208	372	5	present	present	ADJ
easat-2208	372	6	the	the	DET
easat-2208	372	7	largest	large	ADJ
easat-2208	372	8	ten	ten	NUM
easat-2208	372	9	statistical	statistical	ADJ
easat-2208	372	10	probability	probability	NOUN
easat-2208	372	11	distribution	distribution	NOUN
easat-2208	372	12	methods	method	NOUN
easat-2208	372	13	we	we	PRON
easat-2208	372	14	used	use	VERB
easat-2208	372	15	in	in	ADP
easat-2208	372	16	this	this	DET
easat-2208	372	17	study	study	NOUN
easat-2208	372	18	.	.	PUNCT
easat-2208	373	1	figure	figure	NOUN
easat-2208	373	2	3	3	NUM
easat-2208	373	3	.	.	PUNCT
easat-2208	374	1	reflation	reflation	NOUN
easat-2208	374	2	hopes	hope	NOUN
easat-2208	374	3	of	of	ADP
easat-2208	374	4	the	the	DET
easat-2208	374	5	gold	gold	ADJ
easat-2208	374	6	crude	crude	NOUN
easat-2208	374	7	of	of	ADP
easat-2208	374	8	12	12	NUM
easat-2208	374	9	months	month	NOUN
easat-2208	374	10	.	.	PUNCT
easat-2208	375	1	seasonality	seasonality	NOUN
easat-2208	375	2	refers	refer	VERB
easat-2208	375	3	to	to	ADP
easat-2208	375	4	a	a	DET
easat-2208	375	5	repeating	repeat	VERB
easat-2208	375	6	pattern	pattern	NOUN
easat-2208	375	7	that	that	PRON
easat-2208	375	8	can	can	AUX
easat-2208	375	9	be	be	AUX
easat-2208	375	10	identified	identify	VERB
easat-2208	375	11	through	through	ADP
easat-2208	375	12	the	the	DET
easat-2208	375	13	analysis	analysis	NOUN
easat-2208	375	14	of	of	ADP
easat-2208	375	15	timeseries	timeserie	NOUN
easat-2208	375	16	data	datum	NOUN
easat-2208	375	17	.	.	PUNCT
easat-2208	376	1	however	however	ADV
easat-2208	376	2	,	,	PUNCT
easat-2208	376	3	it	it	PRON
easat-2208	376	4	is	be	AUX
easat-2208	376	5	important	important	ADJ
easat-2208	376	6	to	to	PART
easat-2208	376	7	note	note	VERB
easat-2208	376	8	that	that	SCONJ
easat-2208	376	9	while	while	SCONJ
easat-2208	376	10	fluctuations	fluctuation	NOUN
easat-2208	376	11	in	in	ADP
easat-2208	376	12	stock	stock	NOUN
easat-2208	376	13	prices	price	NOUN
easat-2208	376	14	can	can	AUX
easat-2208	376	15	be	be	AUX
easat-2208	376	16	predicted	predict	VERB
easat-2208	376	17	,	,	PUNCT
easat-2208	376	18	they	they	PRON
easat-2208	376	19	should	should	AUX
easat-2208	376	20	not	not	PART
easat-2208	376	21	be	be	AUX
easat-2208	376	22	confused	confuse	VERB
easat-2208	376	23	with	with	ADP
easat-2208	376	24	cyclical	cyclical	ADJ
easat-2208	376	25	trends	trend	NOUN
easat-2208	376	26	.	.	PUNCT
easat-2208	377	1	these	these	DET
easat-2208	377	2	trends	trend	NOUN
easat-2208	377	3	occur	occur	VERB
easat-2208	377	4	on	on	ADP
easat-2208	377	5	a	a	DET
easat-2208	377	6	regular	regular	ADJ
easat-2208	377	7	basis	basis	NOUN
easat-2208	377	8	,	,	PUNCT
easat-2208	377	9	but	but	CCONJ
easat-2208	377	10	do	do	AUX
easat-2208	377	11	not	not	PART
easat-2208	377	12	follow	follow	VERB
easat-2208	377	13	a	a	DET
easat-2208	377	14	specific	specific	ADJ
easat-2208	377	15	time	time	NOUN
easat-2208	377	16	frame	frame	NOUN
easat-2208	377	17	.	.	PUNCT
easat-2208	378	1	being	be	AUX
easat-2208	378	2	aware	aware	ADJ
easat-2208	378	3	of	of	ADP
easat-2208	378	4	the	the	DET
easat-2208	378	5	seasonality	seasonality	NOUN
easat-2208	378	6	patterns	pattern	NOUN
easat-2208	378	7	in	in	ADP
easat-2208	378	8	your	your	PRON
easat-2208	378	9	data	datum	NOUN
easat-2208	378	10	can	can	AUX
easat-2208	378	11	offer	offer	VERB
easat-2208	378	12	valuable	valuable	ADJ
easat-2208	378	13	insights	insight	NOUN
easat-2208	378	14	and	and	CCONJ
easat-2208	378	15	act	act	VERB
easat-2208	378	16	as	as	ADP
easat-2208	378	17	a	a	DET
easat-2208	378	18	reference	reference	NOUN
easat-2208	378	19	point	point	NOUN
easat-2208	378	20	for	for	ADP
easat-2208	378	21	evaluating	evaluate	VERB
easat-2208	378	22	the	the	DET
easat-2208	378	23	performance	performance	NOUN
easat-2208	378	24	of	of	ADP
easat-2208	378	25	your	your	PRON
easat-2208	378	26	time	time	NOUN
easat-2208	378	27	-	-	PUNCT
easat-2208	378	28	series	series	NOUN
easat-2208	378	29	machine	machine	NOUN
easat-2208	378	30	learning	learning	NOUN
easat-2208	378	31	algorithm	algorithm	PROPN
easat-2208	378	32	.	.	PUNCT
easat-2208	379	1	the	the	DET
easat-2208	379	2	trend	trend	NOUN
easat-2208	379	3	and	and	CCONJ
easat-2208	379	4	seasonal	seasonal	ADJ
easat-2208	379	5	data	datum	NOUN
easat-2208	379	6	is	be	AUX
easat-2208	379	7	illustrated	illustrate	VERB
easat-2208	379	8	in	in	ADP
easat-2208	379	9	figure	figure	NOUN
easat-2208	379	10	3	3	NUM
easat-2208	379	11	,	,	PUNCT
easat-2208	379	12	while	while	SCONJ
easat-2208	379	13	figure	figure	NOUN
easat-2208	379	14	4	4	NUM
easat-2208	379	15	displays	display	VERB
easat-2208	379	16	the	the	DET
easat-2208	379	17	crude	crude	ADJ
easat-2208	379	18	gold	gold	NOUN
easat-2208	379	19	yield	yield	NOUN
easat-2208	379	20	over	over	ADP
easat-2208	379	21	a	a	DET
easat-2208	379	22	period	period	NOUN
easat-2208	379	23	of	of	ADP
easat-2208	379	24	12	12	NUM
easat-2208	379	25	months	month	NOUN
easat-2208	379	26	.	.	PUNCT
easat-2208	380	1	1053	1053	NUM
easat-2208	380	2	edelweiss	edelweiss	PROPN
easat-2208	380	3	applied	apply	VERB
easat-2208	380	4	science	science	NOUN
easat-2208	380	5	and	and	CCONJ
easat-2208	380	6	technology	technology	NOUN
easat-2208	380	7	issn	issn	PROPN
easat-2208	380	8	:	:	PUNCT
easat-2208	380	9	2576	2576	NUM
easat-2208	380	10	-	-	SYM
easat-2208	380	11	8484	8484	NUM
easat-2208	380	12	vol	vol	NOUN
easat-2208	380	13	.	.	PROPN
easat-2208	380	14	8	8	NUM
easat-2208	380	15	,	,	PUNCT
easat-2208	380	16	no	no	INTJ
easat-2208	380	17	.	.	NOUN
easat-2208	381	1	6	6	NUM
easat-2208	381	2	:	:	PUNCT
easat-2208	381	3	1044	1044	NUM
easat-2208	381	4	-	-	SYM
easat-2208	381	5	1056	1056	NUM
easat-2208	381	6	,	,	PUNCT
easat-2208	381	7	2024	2024	NUM
easat-2208	381	8	doi	doi	NOUN
easat-2208	381	9	:	:	PUNCT
easat-2208	381	10	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	381	11	©	©	PROPN
easat-2208	381	12	2024	2024	NUM
easat-2208	381	13	by	by	ADP
easat-2208	381	14	the	the	DET
easat-2208	381	15	author	author	NOUN
easat-2208	381	16	;	;	PUNCT
easat-2208	381	17	licensee	licensee	PROPN
easat-2208	381	18	learning	learn	VERB
easat-2208	381	19	gate	gate	NOUN
easat-2208	381	20	figure	figure	NOUN
easat-2208	381	21	4	4	NUM
easat-2208	381	22	.	.	PUNCT
easat-2208	381	23	trends	trend	NOUN
easat-2208	381	24	and	and	CCONJ
easat-2208	381	25	seasonal	seasonal	ADJ
easat-2208	381	26	data	datum	NOUN
easat-2208	381	27	.	.	PUNCT
easat-2208	382	1	figure	figure	NOUN
easat-2208	382	2	5	5	NUM
easat-2208	382	3	.	.	PUNCT
easat-2208	383	1	universal	universal	ADJ
easat-2208	383	2	crude	crude	ADJ
easat-2208	383	3	gold	gold	NOUN
easat-2208	383	4	yield	yield	NOUN
easat-2208	383	5	12	12	NUM
easat-2208	383	6	months	month	NOUN
easat-2208	383	7	.	.	PUNCT
easat-2208	384	1	10.1	10.1	NUM
easat-2208	384	2	.	.	PUNCT
easat-2208	384	3	results	result	VERB
easat-2208	384	4	the	the	DET
easat-2208	384	5	bayesian	bayesian	NOUN
easat-2208	384	6	var	var	NOUN
easat-2208	384	7	technique	technique	NOUN
easat-2208	384	8	is	be	AUX
easat-2208	384	9	employed	employ	VERB
easat-2208	384	10	to	to	PART
easat-2208	384	11	train	train	VERB
easat-2208	384	12	67	67	NUM
easat-2208	384	13	%	%	NOUN
easat-2208	384	14	of	of	ADP
easat-2208	384	15	the	the	DET
easat-2208	384	16	available	available	ADJ
easat-2208	384	17	data	datum	NOUN
easat-2208	384	18	.	.	PUNCT
easat-2208	385	1	this	this	DET
easat-2208	385	2	data	data	NOUN
easat-2208	385	3	is	be	AUX
easat-2208	385	4	then	then	ADV
easat-2208	385	5	split	split	VERB
easat-2208	385	6	into	into	ADP
easat-2208	385	7	a	a	DET
easat-2208	385	8	training	training	NOUN
easat-2208	385	9	set	set	NOUN
easat-2208	385	10	and	and	CCONJ
easat-2208	385	11	a	a	DET
easat-2208	385	12	testing	testing	NOUN
easat-2208	385	13	set	set	NOUN
easat-2208	385	14	of	of	ADP
easat-2208	385	15	equal	equal	ADJ
easat-2208	385	16	proportions	proportion	NOUN
easat-2208	385	17	(	(	PUNCT
easat-2208	385	18	33	33	NUM
easat-2208	385	19	%	%	NOUN
easat-2208	385	20	)	)	PUNCT
easat-2208	385	21	,	,	PUNCT
easat-2208	385	22	as	as	SCONJ
easat-2208	385	23	shown	show	VERB
easat-2208	385	24	in	in	ADP
easat-2208	385	25	table	table	NOUN
easat-2208	385	26	1	1	NUM
easat-2208	385	27	.	.	PUNCT
easat-2208	385	28	using	use	VERB
easat-2208	385	29	these	these	DET
easat-2208	385	30	coefficients	coefficient	NOUN
easat-2208	385	31	,	,	PUNCT
easat-2208	385	32	as	as	SCONJ
easat-2208	385	33	presented	present	VERB
easat-2208	385	34	in	in	ADP
easat-2208	385	35	table	table	NOUN
easat-2208	385	36	2	2	NUM
easat-2208	385	37	,	,	PUNCT
easat-2208	385	38	the	the	DET
easat-2208	385	39	model	model	NOUN
easat-2208	385	40	is	be	AUX
easat-2208	385	41	able	able	ADJ
easat-2208	385	42	to	to	PART
easat-2208	385	43	make	make	VERB
easat-2208	385	44	predictions	prediction	NOUN
easat-2208	385	45	for	for	ADP
easat-2208	385	46	the	the	DET
easat-2208	385	47	next	next	ADJ
easat-2208	385	48	price	price	NOUN
easat-2208	385	49	value	value	NOUN
easat-2208	385	50	in	in	ADP
easat-2208	385	51	the	the	DET
easat-2208	385	52	testing	testing	NOUN
easat-2208	385	53	set	set	NOUN
easat-2208	385	54	.	.	PUNCT
easat-2208	386	1	in	in	ADP
easat-2208	386	2	essence	essence	NOUN
easat-2208	386	3	,	,	PUNCT
easat-2208	386	4	the	the	DET
easat-2208	386	5	regression	regression	NOUN
easat-2208	386	6	line	line	NOUN
easat-2208	386	7	determines	determine	VERB
easat-2208	386	8	the	the	DET
easat-2208	386	9	optimal	optimal	ADJ
easat-2208	386	10	values	value	NOUN
easat-2208	386	11	for	for	ADP
easat-2208	386	12	the	the	DET
easat-2208	386	13	intercept	intercept	NOUN
easat-2208	386	14	and	and	CCONJ
easat-2208	386	15	slope	slope	NOUN
easat-2208	386	16	,	,	PUNCT
easat-2208	386	17	resulting	result	VERB
easat-2208	386	18	in	in	ADP
easat-2208	386	19	a	a	DET
easat-2208	386	20	line	line	NOUN
easat-2208	386	21	that	that	PRON
easat-2208	386	22	best	well	ADV
easat-2208	386	23	fits	fit	VERB
easat-2208	386	24	the	the	DET
easat-2208	386	25	data	datum	NOUN
easat-2208	386	26	.	.	PUNCT
easat-2208	387	1	the	the	DET
easat-2208	387	2	process	process	NOUN
easat-2208	387	3	of	of	ADP
easat-2208	387	4	conducting	conduct	VERB
easat-2208	387	5	a	a	DET
easat-2208	387	6	bayesian	bayesian	NOUN
easat-2208	387	7	var	var	NOUN
easat-2208	387	8	is	be	AUX
easat-2208	387	9	similar	similar	ADJ
easat-2208	387	10	to	to	ADP
easat-2208	387	11	that	that	PRON
easat-2208	387	12	of	of	ADP
easat-2208	387	13	a	a	DET
easat-2208	387	14	basic	basic	ADJ
easat-2208	387	15	regression	regression	NOUN
easat-2208	387	16	,	,	PUNCT
easat-2208	387	17	except	except	SCONJ
easat-2208	387	18	for	for	ADP
easat-2208	387	19	the	the	DET
easat-2208	387	20	approach	approach	NOUN
easat-2208	387	21	used	use	VERB
easat-2208	387	22	for	for	ADP
easat-2208	387	23	estimation	estimation	NOUN
easat-2208	387	24	.	.	PUNCT
easat-2208	388	1	this	this	DET
easat-2208	388	2	method	method	NOUN
easat-2208	388	3	can	can	AUX
easat-2208	388	4	be	be	AUX
easat-2208	388	5	utilized	utilize	VERB
easat-2208	388	6	to	to	PART
easat-2208	388	7	identify	identify	VERB
easat-2208	388	8	the	the	DET
easat-2208	388	9	key	key	ADJ
easat-2208	388	10	factors	factor	NOUN
easat-2208	388	11	that	that	PRON
easat-2208	388	12	have	have	VERB
easat-2208	388	13	the	the	DET
easat-2208	388	14	greatest	great	ADJ
easat-2208	388	15	impact	impact	NOUN
easat-2208	388	16	on	on	ADP
easat-2208	388	17	expected	expect	VERB
easat-2208	388	18	output	output	NOUN
easat-2208	388	19	and	and	CCONJ
easat-2208	388	20	their	their	PRON
easat-2208	388	21	interrelatedness	interrelatedness	NOUN
easat-2208	388	22	.	.	PUNCT
easat-2208	389	1	figure	figure	NOUN
easat-2208	389	2	11	11	NUM
easat-2208	389	3	illustrates	illustrate	VERB
easat-2208	389	4	the	the	DET
easat-2208	389	5	bayesian	bayesian	NOUN
easat-2208	389	6	var	var	NOUN
easat-2208	389	7	model	model	PROPN
easat-2208	389	8	,	,	PUNCT
easat-2208	389	9	depicting	depict	VERB
easat-2208	389	10	the	the	DET
easat-2208	389	11	actual	actual	ADJ
easat-2208	389	12	and	and	CCONJ
easat-2208	389	13	predicted	predict	VERB
easat-2208	389	14	values	value	NOUN
easat-2208	389	15	.	.	PUNCT
easat-2208	390	1	the	the	DET
easat-2208	390	2	dataset	dataset	NOUN
easat-2208	390	3	as	as	ADP
easat-2208	390	4	in	in	ADP
easat-2208	390	5	table	table	NOUN
easat-2208	390	6	1	1	NUM
easat-2208	390	7	was	be	AUX
easat-2208	390	8	used	use	VERB
easat-2208	390	9	to	to	PART
easat-2208	390	10	train	train	VERB
easat-2208	390	11	the	the	DET
easat-2208	390	12	random	random	ADJ
easat-2208	390	13	forest	forest	NOUN
easat-2208	390	14	algorithm	algorithm	NOUN
easat-2208	390	15	.	.	PUNCT
easat-2208	391	1	random	random	ADJ
easat-2208	391	2	forest	forest	NOUN
easat-2208	391	3	has	have	VERB
easat-2208	391	4	an	an	DET
easat-2208	391	5	accuracy	accuracy	NOUN
easat-2208	391	6	of	of	ADP
easat-2208	391	7	0.934	0.934	NUM
easat-2208	391	8	.	.	PUNCT
easat-2208	392	1	using	use	VERB
easat-2208	392	2	bayesian	bayesian	NOUN
easat-2208	392	3	var	var	NOUN
easat-2208	392	4	,	,	PUNCT
easat-2208	392	5	the	the	DET
easat-2208	392	6	accuracy	accuracy	NOUN
easat-2208	392	7	is	be	AUX
easat-2208	392	8	0.99	0.99	NUM
easat-2208	392	9	%	%	NOUN
easat-2208	392	10	,	,	PUNCT
easat-2208	392	11	while	while	SCONJ
easat-2208	392	12	using	use	VERB
easat-2208	392	13	random	random	ADJ
easat-2208	392	14	forest	forest	NOUN
easat-2208	392	15	,	,	PUNCT
easat-2208	392	16	it	it	PRON
easat-2208	392	17	is	be	AUX
easat-2208	392	18	0.94	0.94	NUM
easat-2208	392	19	%	%	NOUN
easat-2208	392	20	.	.	PUNCT
easat-2208	393	1	table	table	NOUN
easat-2208	393	2	2	2	NUM
easat-2208	393	3	.	.	PUNCT
easat-2208	394	1	layer-2	layer-2	VERB
easat-2208	394	2	layer-3	layer-3	PROPN
easat-2208	394	3	layer-4	layer-4	NUM
easat-2208	394	4	layer-5	layer-5	NUM
easat-2208	394	5	l	l	PROPN
easat-2208	394	6	rate-1	rate-1	NUM
easat-2208	394	7	33.2116	33.2116	NUM
easat-2208	394	8	32.5154	32.5154	NUM
easat-2208	394	9	32.0512	32.0512	NUM
easat-2208	394	10	30.454	30.454	NUM
easat-2208	394	11	l	l	NOUN
easat-2208	394	12	rate-0.9	rate-0.9	NOUN
easat-2208	394	13	33.1405	33.1405	NUM
easat-2208	394	14	31.6251	31.6251	NUM
easat-2208	394	15	32.0621	32.0621	NUM
easat-2208	394	16	31.6252	31.6252	NUM
easat-2208	394	17	l	l	NOUN
easat-2208	394	18	rate-0.8	rate-0.8	PROPN
easat-2208	394	19	32.6872	32.6872	NUM
easat-2208	394	20	31.5815	31.5815	NUM
easat-2208	394	21	31.7453	31.7453	NUM
easat-2208	394	22	29.9569	29.9569	NUM
easat-2208	394	23	l	l	NOUN
easat-2208	394	24	rate-0.7	rate-0.7	NOUN
easat-2208	394	25	32.5616	32.5616	NUM
easat-2208	394	26	32.6435	32.6435	NUM
easat-2208	394	27	32.3021	32.3021	NUM
easat-2208	394	28	30.35	30.35	NUM
easat-2208	394	29	l	l	NOUN
easat-2208	394	30	rate-0.6	rate-0.6	NOUN
easat-2208	394	31	32.5861	32.5861	NUM
easat-2208	394	32	31.4803	31.4803	NUM
easat-2208	394	33	32.9001	32.9001	NUM
easat-2208	394	34	30.9479	30.9479	NUM
easat-2208	394	35	1054	1054	NUM
easat-2208	394	36	edelweiss	edelweiss	PROPN
easat-2208	394	37	applied	apply	VERB
easat-2208	394	38	science	science	NOUN
easat-2208	394	39	and	and	CCONJ
easat-2208	394	40	technology	technology	NOUN
easat-2208	394	41	issn	issn	PROPN
easat-2208	394	42	:	:	PUNCT
easat-2208	394	43	2576	2576	NUM
easat-2208	394	44	-	-	SYM
easat-2208	394	45	8484	8484	NUM
easat-2208	394	46	vol	vol	NOUN
easat-2208	394	47	.	.	PROPN
easat-2208	394	48	8	8	NUM
easat-2208	394	49	,	,	PUNCT
easat-2208	394	50	no	no	INTJ
easat-2208	394	51	.	.	NOUN
easat-2208	394	52	6	6	NUM
easat-2208	394	53	:	:	PUNCT
easat-2208	394	54	1044	1044	NUM
easat-2208	394	55	-	-	SYM
easat-2208	394	56	1056	1056	NUM
easat-2208	394	57	,	,	PUNCT
easat-2208	394	58	2024	2024	NUM
easat-2208	394	59	doi	doi	NOUN
easat-2208	394	60	:	:	PUNCT
easat-2208	394	61	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	394	62	©	©	PROPN
easat-2208	394	63	2024	2024	NUM
easat-2208	394	64	by	by	ADP
easat-2208	394	65	the	the	DET
easat-2208	394	66	author	author	NOUN
easat-2208	394	67	;	;	PUNCT
easat-2208	394	68	licensee	licensee	PROPN
easat-2208	394	69	learning	learn	VERB
easat-2208	394	70	gate	gate	PROPN
easat-2208	394	71	figure	figure	NOUN
easat-2208	394	72	6	6	NUM
easat-2208	394	73	.	.	PUNCT
easat-2208	394	74	error	error	NOUN
easat-2208	394	75	chart	chart	NOUN
easat-2208	394	76	on	on	ADP
easat-2208	394	77	0	0	NUM
easat-2208	394	78	-	-	SYM
easat-2208	394	79	75	75	NUM
easat-2208	394	80	%	%	NOUN
easat-2208	394	81	training	training	NOUN
easat-2208	394	82	dataset	dataset	NOUN
easat-2208	394	83	.	.	PUNCT
easat-2208	395	1	11	11	NUM
easat-2208	395	2	.	.	X
easat-2208	395	3	conclusion	conclusion	VERB
easat-2208	395	4	the	the	DET
easat-2208	395	5	crucial	crucial	ADJ
easat-2208	395	6	impact	impact	NOUN
easat-2208	395	7	of	of	ADP
easat-2208	395	8	crude	crude	ADJ
easat-2208	395	9	gold	gold	NOUN
easat-2208	395	10	prices	price	NOUN
easat-2208	395	11	on	on	ADP
easat-2208	395	12	the	the	DET
easat-2208	395	13	global	global	ADJ
easat-2208	395	14	economy	economy	NOUN
easat-2208	395	15	has	have	AUX
easat-2208	395	16	led	lead	VERB
easat-2208	395	17	many	many	ADJ
easat-2208	395	18	experts	expert	NOUN
easat-2208	395	19	to	to	PART
easat-2208	395	20	create	create	VERB
easat-2208	395	21	precise	precise	ADJ
easat-2208	395	22	forecasts	forecast	NOUN
easat-2208	395	23	for	for	ADP
easat-2208	395	24	this	this	DET
easat-2208	395	25	important	important	ADJ
easat-2208	395	26	economic	economic	ADJ
easat-2208	395	27	resource	resource	NOUN
easat-2208	395	28	.	.	PUNCT
easat-2208	396	1	this	this	PRON
easat-2208	396	2	is	be	AUX
easat-2208	396	3	necessary	necessary	ADJ
easat-2208	396	4	for	for	SCONJ
easat-2208	396	5	policymakers	policymaker	NOUN
easat-2208	396	6	to	to	PART
easat-2208	396	7	effectively	effectively	ADV
easat-2208	396	8	prepare	prepare	VERB
easat-2208	396	9	for	for	ADP
easat-2208	396	10	potential	potential	ADJ
easat-2208	396	11	price	price	NOUN
easat-2208	396	12	shocks	shock	NOUN
easat-2208	396	13	and	and	CCONJ
easat-2208	396	14	minimize	minimize	VERB
easat-2208	396	15	their	their	PRON
easat-2208	396	16	potentially	potentially	ADV
easat-2208	396	17	catastrophic	catastrophic	ADJ
easat-2208	396	18	consequences	consequence	NOUN
easat-2208	396	19	.	.	PUNCT
easat-2208	397	1	however	however	ADV
easat-2208	397	2	,	,	PUNCT
easat-2208	397	3	analyzing	analyze	VERB
easat-2208	397	4	this	this	DET
easat-2208	397	5	data	data	NOUN
easat-2208	397	6	is	be	AUX
easat-2208	397	7	complex	complex	ADJ
easat-2208	397	8	due	due	ADP
easat-2208	397	9	to	to	ADP
easat-2208	397	10	the	the	DET
easat-2208	397	11	presence	presence	NOUN
easat-2208	397	12	of	of	ADP
easat-2208	397	13	lags	lag	NOUN
easat-2208	397	14	,	,	PUNCT
easat-2208	397	15	nonlinearities	nonlinearitie	NOUN
easat-2208	397	16	,	,	PUNCT
easat-2208	397	17	and	and	CCONJ
easat-2208	397	18	connections	connection	NOUN
easat-2208	397	19	to	to	ADP
easat-2208	397	20	other	other	ADJ
easat-2208	397	21	markets	market	NOUN
easat-2208	397	22	in	in	ADP
easat-2208	397	23	the	the	DET
easat-2208	397	24	relevant	relevant	ADJ
easat-2208	397	25	time	time	NOUN
easat-2208	397	26	series	series	PROPN
easat-2208	397	27	.	.	PUNCT
easat-2208	398	1	the	the	DET
easat-2208	398	2	current	current	ADJ
easat-2208	398	3	literature	literature	NOUN
easat-2208	398	4	lacks	lack	VERB
easat-2208	398	5	a	a	DET
easat-2208	398	6	suitable	suitable	ADJ
easat-2208	398	7	model	model	NOUN
easat-2208	398	8	that	that	PRON
easat-2208	398	9	can	can	AUX
easat-2208	398	10	accurately	accurately	ADV
easat-2208	398	11	capture	capture	VERB
easat-2208	398	12	and	and	CCONJ
easat-2208	398	13	optimize	optimize	VERB
easat-2208	398	14	these	these	DET
easat-2208	398	15	elements	element	NOUN
easat-2208	398	16	.	.	PUNCT
easat-2208	399	1	in	in	ADP
easat-2208	399	2	response	response	NOUN
easat-2208	399	3	,	,	PUNCT
easat-2208	399	4	the	the	DET
easat-2208	399	5	authors	author	NOUN
easat-2208	399	6	of	of	ADP
easat-2208	399	7	this	this	DET
easat-2208	399	8	paper	paper	NOUN
easat-2208	399	9	have	have	AUX
easat-2208	399	10	developed	develop	VERB
easat-2208	399	11	a	a	DET
easat-2208	399	12	bayesian	bayesian	NOUN
easat-2208	399	13	var	var	NOUN
easat-2208	399	14	and	and	CCONJ
easat-2208	399	15	a	a	DET
easat-2208	399	16	random	random	ADJ
easat-2208	399	17	forest	forest	NOUN
easat-2208	399	18	model	model	NOUN
easat-2208	399	19	to	to	PART
easat-2208	399	20	forecast	forecast	VERB
easat-2208	399	21	crude	crude	ADJ
easat-2208	399	22	gold	gold	NOUN
easat-2208	399	23	prices	price	NOUN
easat-2208	399	24	.	.	PUNCT
easat-2208	400	1	they	they	PRON
easat-2208	400	2	have	have	AUX
easat-2208	400	3	gathered	gather	VERB
easat-2208	400	4	daily	daily	ADJ
easat-2208	400	5	data	datum	NOUN
easat-2208	400	6	on	on	ADP
easat-2208	400	7	crude	crude	ADJ
easat-2208	400	8	gold	gold	NOUN
easat-2208	400	9	prices	price	NOUN
easat-2208	400	10	from	from	ADP
easat-2208	400	11	january	january	PROPN
easat-2208	400	12	2013	2013	NUM
easat-2208	400	13	to	to	ADP
easat-2208	400	14	july	july	PROPN
easat-2208	400	15	2023	2023	NUM
easat-2208	400	16	and	and	CCONJ
easat-2208	400	17	compared	compare	VERB
easat-2208	400	18	the	the	DET
easat-2208	400	19	results	result	NOUN
easat-2208	400	20	of	of	ADP
easat-2208	400	21	their	their	PRON
easat-2208	400	22	predictions	prediction	NOUN
easat-2208	400	23	in	in	ADP
easat-2208	400	24	pairs	pair	NOUN
easat-2208	400	25	.	.	PUNCT
easat-2208	401	1	throughout	throughout	ADP
easat-2208	401	2	history	history	NOUN
easat-2208	401	3	,	,	PUNCT
easat-2208	401	4	gold	gold	NOUN
easat-2208	401	5	has	have	AUX
easat-2208	401	6	been	be	AUX
easat-2208	401	7	regarded	regard	VERB
easat-2208	401	8	as	as	ADP
easat-2208	401	9	a	a	DET
easat-2208	401	10	highly	highly	ADV
easat-2208	401	11	significant	significant	ADJ
easat-2208	401	12	commodity	commodity	NOUN
easat-2208	401	13	.	.	PUNCT
easat-2208	402	1	the	the	DET
easat-2208	402	2	stability	stability	NOUN
easat-2208	402	3	of	of	ADP
easat-2208	402	4	the	the	DET
easat-2208	402	5	global	global	ADJ
easat-2208	402	6	economy	economy	NOUN
easat-2208	402	7	relies	rely	VERB
easat-2208	402	8	heavily	heavily	ADV
easat-2208	402	9	on	on	ADP
easat-2208	402	10	the	the	DET
easat-2208	402	11	maintenance	maintenance	NOUN
easat-2208	402	12	of	of	ADP
easat-2208	402	13	gold	gold	ADJ
easat-2208	402	14	reserves	reserve	NOUN
easat-2208	402	15	by	by	ADP
easat-2208	402	16	central	central	ADJ
easat-2208	402	17	banks	bank	NOUN
easat-2208	402	18	.	.	PUNCT
easat-2208	403	1	major	major	ADJ
easat-2208	403	2	companies	company	NOUN
easat-2208	403	3	and	and	CCONJ
easat-2208	403	4	investors	investor	NOUN
easat-2208	403	5	also	also	ADV
easat-2208	403	6	allocate	allocate	VERB
easat-2208	403	7	a	a	DET
easat-2208	403	8	considerable	considerable	ADJ
easat-2208	403	9	amount	amount	NOUN
easat-2208	403	10	of	of	ADP
easat-2208	403	11	funds	fund	NOUN
easat-2208	403	12	towards	towards	ADP
easat-2208	403	13	gold	gold	NOUN
easat-2208	403	14	.	.	PUNCT
easat-2208	404	1	despite	despite	SCONJ
easat-2208	404	2	its	its	PRON
easat-2208	404	3	complexity	complexity	NOUN
easat-2208	404	4	,	,	PUNCT
easat-2208	404	5	accurately	accurately	ADV
easat-2208	404	6	predicting	predict	VERB
easat-2208	404	7	the	the	DET
easat-2208	404	8	rate	rate	NOUN
easat-2208	404	9	of	of	ADP
easat-2208	404	10	gold	gold	NOUN
easat-2208	404	11	can	can	AUX
easat-2208	404	12	greatly	greatly	ADV
easat-2208	404	13	benefit	benefit	VERB
easat-2208	404	14	both	both	DET
easat-2208	404	15	investors	investor	NOUN
easat-2208	404	16	and	and	CCONJ
easat-2208	404	17	central	central	ADJ
easat-2208	404	18	banks	bank	NOUN
easat-2208	404	19	in	in	ADP
easat-2208	404	20	making	make	VERB
easat-2208	404	21	informed	informed	ADJ
easat-2208	404	22	decisions	decision	NOUN
easat-2208	404	23	on	on	ADP
easat-2208	404	24	when	when	SCONJ
easat-2208	404	25	to	to	PART
easat-2208	404	26	buy	buy	VERB
easat-2208	404	27	and	and	CCONJ
easat-2208	404	28	sell	sell	VERB
easat-2208	404	29	,	,	PUNCT
easat-2208	404	30	ultimately	ultimately	ADV
easat-2208	404	31	maximizing	maximize	VERB
easat-2208	404	32	profits	profit	NOUN
easat-2208	404	33	.	.	PUNCT
easat-2208	405	1	in	in	ADP
easat-2208	405	2	this	this	DET
easat-2208	405	3	study	study	NOUN
easat-2208	405	4	,	,	PUNCT
easat-2208	405	5	a	a	DET
easat-2208	405	6	machinelearning	machinelearning	NOUN
easat-2208	405	7	algorithm	algorithm	NOUN
easat-2208	405	8	was	be	AUX
easat-2208	405	9	utilized	utilize	VERB
easat-2208	405	10	to	to	PART
easat-2208	405	11	successfully	successfully	ADV
easat-2208	405	12	forecast	forecast	VERB
easat-2208	405	13	gold	gold	NOUN
easat-2208	405	14	rates	rate	NOUN
easat-2208	405	15	.	.	PUNCT
easat-2208	406	1	by	by	ADP
easat-2208	406	2	incorporating	incorporate	VERB
easat-2208	406	3	a	a	DET
easat-2208	406	4	variety	variety	NOUN
easat-2208	406	5	of	of	ADP
easat-2208	406	6	economic	economic	ADJ
easat-2208	406	7	indicators	indicator	NOUN
easat-2208	406	8	from	from	ADP
easat-2208	406	9	different	different	ADJ
easat-2208	406	10	countries	country	NOUN
easat-2208	406	11	and	and	CCONJ
easat-2208	406	12	companies	company	NOUN
easat-2208	406	13	,	,	PUNCT
easat-2208	406	14	this	this	DET
easat-2208	406	15	study	study	NOUN
easat-2208	406	16	is	be	AUX
easat-2208	406	17	the	the	DET
easat-2208	406	18	most	most	ADV
easat-2208	406	19	comprehensive	comprehensive	ADJ
easat-2208	406	20	to	to	ADP
easat-2208	406	21	date	date	NOUN
easat-2208	406	22	.	.	PUNCT
easat-2208	407	1	additionally	additionally	ADV
easat-2208	407	2	,	,	PUNCT
easat-2208	407	3	for	for	ADP
easat-2208	407	4	the	the	DET
easat-2208	407	5	first	first	ADJ
easat-2208	407	6	time	time	NOUN
easat-2208	407	7	,	,	PUNCT
easat-2208	407	8	interest	interest	NOUN
easat-2208	407	9	rates	rate	NOUN
easat-2208	407	10	and	and	CCONJ
easat-2208	407	11	stock	stock	NOUN
easat-2208	407	12	values	value	NOUN
easat-2208	407	13	were	be	AUX
easat-2208	407	14	used	use	VERB
easat-2208	407	15	to	to	PART
easat-2208	407	16	predict	predict	VERB
easat-2208	407	17	gold	gold	NOUN
easat-2208	407	18	rates	rate	NOUN
easat-2208	407	19	.	.	PUNCT
easat-2208	408	1	unlike	unlike	ADP
easat-2208	408	2	the	the	DET
easat-2208	408	3	impact	impact	NOUN
easat-2208	408	4	of	of	ADP
easat-2208	408	5	us	us	PROPN
easat-2208	408	6	economic	economic	ADJ
easat-2208	408	7	growth	growth	NOUN
easat-2208	408	8	,	,	PUNCT
easat-2208	408	9	the	the	DET
easat-2208	408	10	stock	stock	NOUN
easat-2208	408	11	prices	price	NOUN
easat-2208	408	12	of	of	ADP
easat-2208	408	13	major	major	ADJ
easat-2208	408	14	companies	company	NOUN
easat-2208	408	15	have	have	VERB
easat-2208	408	16	a	a	DET
easat-2208	408	17	greater	great	ADJ
easat-2208	408	18	influence	influence	NOUN
easat-2208	408	19	on	on	ADP
easat-2208	408	20	the	the	DET
easat-2208	408	21	rates	rate	NOUN
easat-2208	408	22	of	of	ADP
easat-2208	408	23	gold	gold	NOUN
easat-2208	408	24	.	.	PUNCT
easat-2208	409	1	furthermore	furthermore	ADV
easat-2208	409	2	,	,	PUNCT
easat-2208	409	3	the	the	DET
easat-2208	409	4	implementation	implementation	NOUN
easat-2208	409	5	of	of	ADP
easat-2208	409	6	ensemble	ensemble	ADJ
easat-2208	409	7	learning	learning	NOUN
easat-2208	409	8	and	and	CCONJ
easat-2208	409	9	deep	deep	ADJ
easat-2208	409	10	learning	learning	NOUN
easat-2208	409	11	techniques	technique	NOUN
easat-2208	409	12	is	be	AUX
easat-2208	409	13	expected	expect	VERB
easat-2208	409	14	to	to	PART
easat-2208	409	15	further	far	ADV
easat-2208	409	16	enhance	enhance	VERB
easat-2208	409	17	the	the	DET
easat-2208	409	18	accuracy	accuracy	NOUN
easat-2208	409	19	of	of	ADP
easat-2208	409	20	our	our	PRON
easat-2208	409	21	results	result	NOUN
easat-2208	409	22	in	in	ADP
easat-2208	409	23	the	the	DET
easat-2208	409	24	future	future	NOUN
easat-2208	409	25	.	.	PUNCT
easat-2208	410	1	copyright	copyright	NOUN
easat-2208	410	2	:	:	PUNCT
easat-2208	410	3	©	©	PROPN
easat-2208	410	4	2024	2024	NUM
easat-2208	410	5	by	by	ADP
easat-2208	410	6	the	the	DET
easat-2208	410	7	authors	author	NOUN
easat-2208	410	8	.	.	PUNCT
easat-2208	411	1	this	this	DET
easat-2208	411	2	article	article	NOUN
easat-2208	411	3	is	be	AUX
easat-2208	411	4	an	an	DET
easat-2208	411	5	open	open	ADJ
easat-2208	411	6	access	access	NOUN
easat-2208	411	7	article	article	NOUN
easat-2208	411	8	distributed	distribute	VERB
easat-2208	411	9	under	under	ADP
easat-2208	411	10	the	the	DET
easat-2208	411	11	terms	term	NOUN
easat-2208	411	12	and	and	CCONJ
easat-2208	411	13	conditions	condition	NOUN
easat-2208	411	14	of	of	ADP
easat-2208	411	15	the	the	DET
easat-2208	411	16	creative	creative	ADJ
easat-2208	411	17	commons	common	NOUN
easat-2208	411	18	attribution	attribution	NOUN
easat-2208	411	19	(	(	PUNCT
easat-2208	411	20	cc	cc	NOUN
easat-2208	411	21	by	by	ADP
easat-2208	411	22	)	)	PUNCT
easat-2208	411	23	license	license	NOUN
easat-2208	411	24	(	(	PUNCT
easat-2208	411	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2208	411	26	)	)	PUNCT
easat-2208	411	27	.	.	PUNCT
easat-2208	412	1	references	reference	NOUN
easat-2208	412	2	[	[	X
easat-2208	412	3	1	1	NUM
easat-2208	412	4	]	]	PUNCT
easat-2208	412	5	aminrostamkolaee	aminrostamkolaee	PROPN
easat-2208	412	6	,	,	PUNCT
easat-2208	412	7	b.	b.	PROPN
easat-2208	412	8	,	,	PUNCT
easat-2208	412	9	scroggs	scroggs	PROPN
easat-2208	412	10	,	,	PUNCT
easat-2208	412	11	j.s	j.s	PROPN
easat-2208	412	12	.	.	PROPN
easat-2208	412	13	,	,	PUNCT
easat-2208	412	14	borghei	borghei	PROPN
easat-2208	412	15	,	,	PUNCT
easat-2208	412	16	m.s	m.s	PROPN
easat-2208	412	17	.	.	PROPN
easat-2208	412	18	,	,	PUNCT
easat-2208	412	19	safdari	safdari	ADJ
easat-2208	412	20	-	-	PUNCT
easat-2208	412	21	vaighani	vaighani	NOUN
easat-2208	412	22	,	,	PUNCT
easat-2208	412	23	a.	a.	NOUN
easat-2208	412	24	,	,	PUNCT
easat-2208	412	25	mohammadi	mohammadi	NOUN
easat-2208	412	26	,	,	PUNCT
easat-2208	412	27	t.	t.	PROPN
easat-2208	412	28	,	,	PUNCT
easat-2208	412	29	pourkazemi	pourkazemi	PROPN
easat-2208	412	30	,	,	PUNCT
easat-2208	412	31	m.h	m.h	PROPN
easat-2208	412	32	.	.	PROPN
easat-2208	412	33	,	,	PUNCT
easat-2208	412	34	2017	2017	NUM
easat-2208	412	35	.	.	PUNCT
easat-2208	413	1	valuation	valuation	NOUN
easat-2208	413	2	of	of	ADP
easat-2208	413	3	a	a	DET
easat-2208	413	4	hypothetical	hypothetical	ADJ
easat-2208	413	5	mining	mining	NOUN
easat-2208	413	6	project	project	NOUN
easat-2208	413	7	under	under	ADP
easat-2208	413	8	commodity	commodity	NOUN
easat-2208	413	9	price	price	NOUN
easat-2208	413	10	and	and	CCONJ
easat-2208	413	11	exchange	exchange	NOUN
easat-2208	413	12	rate	rate	NOUN
easat-2208	413	13	uncertainties	uncertainty	NOUN
easat-2208	413	14	by	by	ADP
easat-2208	413	15	using	use	VERB
easat-2208	413	16	numerical	numerical	ADJ
easat-2208	413	17	methods	method	NOUN
easat-2208	413	18	.	.	PUNCT
easat-2208	414	1	resour	resour	NOUN
easat-2208	414	2	.	.	PUNCT
easat-2208	415	1	policy	policy	NOUN
easat-2208	415	2	52	52	NUM
easat-2208	415	3	,	,	PUNCT
easat-2208	415	4	296–307	296–307	NUM
easat-2208	415	5	.	.	PUNCT
easat-2208	415	6	https://doi.org/10.1016/j.resourpol.2017.04.004	https://doi.org/10.1016/j.resourpol.2017.04.004	NOUN
easat-2208	415	7	.	.	PUNCT
easat-2208	416	1	28	28	NUM
easat-2208	416	2	28.5	28.5	NUM
easat-2208	416	3	29	29	NUM
easat-2208	416	4	29.5	29.5	NUM
easat-2208	416	5	30	30	NUM
easat-2208	416	6	30.5	30.5	NUM
easat-2208	416	7	31	31	NUM
easat-2208	416	8	31.5	31.5	NUM
easat-2208	416	9	32	32	NUM
easat-2208	416	10	32.5	32.5	NUM
easat-2208	416	11	33	33	NUM
easat-2208	416	12	33.5	33.5	NUM
easat-2208	416	13	l	l	NOUN
easat-2208	416	14	rate-1	rate-1	PROPN
easat-2208	416	15	l	l	NOUN
easat-2208	416	16	rate-0.9	rate-0.9	NOUN
easat-2208	416	17	l	l	NOUN
easat-2208	416	18	rate-0.8	rate-0.8	ADJ
easat-2208	416	19	l	l	NOUN
easat-2208	416	20	rate-0.7	rate-0.7	ADJ
easat-2208	416	21	l	l	NOUN
easat-2208	416	22	rate-0.6	rate-0.6	NOUN
easat-2208	416	23	layer2	layer2	NOUN
easat-2208	417	1	layer3	layer3	PROPN
easat-2208	417	2	layer4	layer4	PROPN
easat-2208	417	3	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2208	417	4	https://doi.org/10.1016/j.resourpol.2017.04.004	https://doi.org/10.1016/j.resourpol.2017.04.004	PROPN
easat-2208	417	5	1055	1055	NUM
easat-2208	417	6	edelweiss	edelweiss	PROPN
easat-2208	417	7	applied	apply	VERB
easat-2208	417	8	science	science	NOUN
easat-2208	417	9	and	and	CCONJ
easat-2208	417	10	technology	technology	NOUN
easat-2208	417	11	issn	issn	PROPN
easat-2208	417	12	:	:	PUNCT
easat-2208	417	13	2576	2576	NUM
easat-2208	417	14	-	-	SYM
easat-2208	417	15	8484	8484	NUM
easat-2208	417	16	vol	vol	NOUN
easat-2208	417	17	.	.	PROPN
easat-2208	417	18	8	8	NUM
easat-2208	417	19	,	,	PUNCT
easat-2208	417	20	no	no	INTJ
easat-2208	417	21	.	.	NOUN
easat-2208	417	22	6	6	NUM
easat-2208	417	23	:	:	PUNCT
easat-2208	417	24	1044	1044	NUM
easat-2208	417	25	-	-	SYM
easat-2208	417	26	1056	1056	NUM
easat-2208	417	27	,	,	PUNCT
easat-2208	417	28	2024	2024	NUM
easat-2208	417	29	doi	doi	NOUN
easat-2208	417	30	:	:	PUNCT
easat-2208	417	31	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	417	32	©	©	PROPN
easat-2208	417	33	2024	2024	NUM
easat-2208	417	34	by	by	ADP
easat-2208	417	35	the	the	DET
easat-2208	417	36	author	author	NOUN
easat-2208	417	37	;	;	PUNCT
easat-2208	417	38	licensee	licensee	PROPN
easat-2208	417	39	learning	learning	NOUN
easat-2208	417	40	gate	gate	NOUN
easat-2208	418	1	[	[	X
easat-2208	418	2	2	2	NUM
easat-2208	418	3	]	]	PUNCT
easat-2208	418	4	angus	angus	NOUN
easat-2208	418	5	,	,	PUNCT
easat-2208	418	6	a.	a.	NOUN
easat-2208	418	7	,	,	PUNCT
easat-2208	418	8	casado	casado	PROPN
easat-2208	418	9	,	,	PUNCT
easat-2208	418	10	m.r	m.r	PROPN
easat-2208	418	11	.	.	PROPN
easat-2208	418	12	,	,	PUNCT
easat-2208	418	13	fitzsimons	fitzsimons	PROPN
easat-2208	418	14	,	,	PUNCT
easat-2208	418	15	d.	d.	PROPN
easat-2208	418	16	,	,	PUNCT
easat-2208	418	17	2012	2012	NUM
easat-2208	418	18	.	.	PUNCT
easat-2208	419	1	exploring	explore	VERB
easat-2208	419	2	the	the	DET
easat-2208	419	3	usefulness	usefulness	NOUN
easat-2208	419	4	of	of	ADP
easat-2208	419	5	a	a	DET
easat-2208	419	6	simple	simple	ADJ
easat-2208	419	7	linear	linear	ADJ
easat-2208	419	8	regression	regression	NOUN
easat-2208	419	9	model	model	NOUN
easat-2208	419	10	for	for	ADP
easat-2208	419	11	understanding	understand	VERB
easat-2208	419	12	price	price	NOUN
easat-2208	419	13	movements	movement	NOUN
easat-2208	419	14	of	of	ADP
easat-2208	419	15	selected	select	VERB
easat-2208	419	16	recycled	recycle	VERB
easat-2208	419	17	materials	material	NOUN
easat-2208	419	18	in	in	ADP
easat-2208	419	19	the	the	DET
easat-2208	419	20	uk	uk	PROPN
easat-2208	419	21	.	.	PROPN
easat-2208	419	22	resour	resour	PROPN
easat-2208	419	23	.	.	PUNCT
easat-2208	420	1	conserv	conserv	PROPN
easat-2208	420	2	.	.	PUNCT
easat-2208	421	1	recycl	recycl	PROPN
easat-2208	421	2	.	.	PUNCT
easat-2208	422	1	60	60	NUM
easat-2208	422	2	,	,	PUNCT
easat-2208	422	3	10–19	10–19	NUM
easat-2208	422	4	.	.	PUNCT
easat-2208	423	1	https://doi.org/10.1016/j.resconrec	https://doi.org/10.1016/j.resconrec	X
easat-2208	423	2	.	.	PUNCT
easat-2208	424	1	2011.10.011	2011.10.011	ADJ
easat-2208	424	2	.	.	PUNCT
easat-2208	425	1	[	[	X
easat-2208	425	2	3	3	NUM
easat-2208	425	3	]	]	X
easat-2208	425	4	atsalakis	atsalakis	PROPN
easat-2208	425	5	,	,	PUNCT
easat-2208	425	6	g.s	g.s	PROPN
easat-2208	425	7	.	.	PROPN
easat-2208	425	8	,	,	PUNCT
easat-2208	425	9	2016	2016	NUM
easat-2208	425	10	.	.	PUNCT
easat-2208	426	1	using	use	VERB
easat-2208	426	2	computational	computational	ADJ
easat-2208	426	3	intelligence	intelligence	NOUN
easat-2208	426	4	to	to	PART
easat-2208	426	5	forecast	forecast	VERB
easat-2208	426	6	carbon	carbon	NOUN
easat-2208	426	7	prices	price	NOUN
easat-2208	426	8	.	.	PUNCT
easat-2208	427	1	appl	appl	PROPN
easat-2208	427	2	.	.	PUNCT
easat-2208	428	1	[	[	X
easat-2208	428	2	4	4	NUM
easat-2208	428	3	]	]	X
easat-2208	428	4	soft	soft	ADJ
easat-2208	428	5	comput	comput	NOUN
easat-2208	428	6	.	.	PUNCT
easat-2208	429	1	43	43	NUM
easat-2208	429	2	,	,	PUNCT
easat-2208	429	3	107–116	107–116	NUM
easat-2208	429	4	.	.	PUNCT
easat-2208	430	1	https://doi.org/10.1016/j.asoc.2016.02.029	https://doi.org/10.1016/j.asoc.2016.02.029	PROPN
easat-2208	430	2	.	.	PUNCT
easat-2208	431	1	[	[	X
easat-2208	431	2	5	5	NUM
easat-2208	431	3	]	]	X
easat-2208	431	4	basheer	basheer	NOUN
easat-2208	431	5	,	,	PUNCT
easat-2208	431	6	i.a	i.a	PROPN
easat-2208	431	7	.	.	PROPN
easat-2208	431	8	,	,	PUNCT
easat-2208	431	9	hajmeer	hajmeer	NOUN
easat-2208	431	10	,	,	PUNCT
easat-2208	431	11	m.	m.	NOUN
easat-2208	431	12	,	,	PUNCT
easat-2208	431	13	2000	2000	NUM
easat-2208	431	14	.	.	PUNCT
easat-2208	432	1	artificial	artificial	ADJ
easat-2208	432	2	neural	neural	ADJ
easat-2208	432	3	networks	network	NOUN
easat-2208	432	4	:	:	PUNCT
easat-2208	432	5	fundamentals	fundamental	NOUN
easat-2208	432	6	,	,	PUNCT
easat-2208	432	7	computing	computing	NOUN
easat-2208	432	8	,	,	PUNCT
easat-2208	432	9	design	design	NOUN
easat-2208	432	10	,	,	PUNCT
easat-2208	432	11	and	and	CCONJ
easat-2208	432	12	application	application	NOUN
easat-2208	432	13	.	.	PUNCT
easat-2208	433	1	j.	j.	PROPN
easat-2208	433	2	microbiol	microbiol	PROPN
easat-2208	433	3	.	.	PUNCT
easat-2208	434	1	methods	method	NOUN
easat-2208	434	2	43	43	NUM
easat-2208	434	3	,	,	PUNCT
easat-2208	434	4	3–31	3–31	PROPN
easat-2208	434	5	.	.	PUNCT
easat-2208	435	1	https://doi.org/10.1016/	https://doi.org/10.1016/	PROPN
easat-2208	435	2	s0167	s0167	PROPN
easat-2208	435	3	-	-	PUNCT
easat-2208	435	4	7012(00)00201	7012(00)00201	NUM
easat-2208	435	5	-	-	PUNCT
easat-2208	435	6	3	3	NUM
easat-2208	435	7	.	.	PUNCT
easat-2208	436	1	[	[	X
easat-2208	436	2	6	6	NUM
easat-2208	436	3	]	]	PUNCT
easat-2208	436	4	batten	batten	NOUN
easat-2208	436	5	,	,	PUNCT
easat-2208	436	6	j.a	j.a	PROPN
easat-2208	436	7	.	.	PROPN
easat-2208	436	8	,	,	PUNCT
easat-2208	436	9	ciner	ciner	PROPN
easat-2208	436	10	,	,	PUNCT
easat-2208	436	11	c.	c.	PROPN
easat-2208	436	12	,	,	PUNCT
easat-2208	436	13	lucey	lucey	PROPN
easat-2208	436	14	,	,	PUNCT
easat-2208	436	15	b.m	b.m	PROPN
easat-2208	436	16	.	.	PROPN
easat-2208	436	17	,	,	PUNCT
easat-2208	436	18	2014	2014	NUM
easat-2208	436	19	.	.	PUNCT
easat-2208	437	1	on	on	ADP
easat-2208	437	2	the	the	DET
easat-2208	437	3	economic	economic	ADJ
easat-2208	437	4	determinants	determinant	NOUN
easat-2208	437	5	of	of	ADP
easat-2208	437	6	the	the	DET
easat-2208	437	7	gold	gold	NOUN
easat-2208	437	8	–	–	PUNCT
easat-2208	437	9	inflation	inflation	NOUN
easat-2208	437	10	relation	relation	NOUN
easat-2208	437	11	.	.	PUNCT
easat-2208	438	1	resour	resour	NOUN
easat-2208	438	2	.	.	PUNCT
easat-2208	439	1	policy	policy	NOUN
easat-2208	439	2	41	41	NUM
easat-2208	439	3	,	,	PUNCT
easat-2208	439	4	101–108	101–108	NUM
easat-2208	439	5	.	.	PUNCT
easat-2208	440	1	https://doi.org/10.1016/j.resourpol	https://doi.org/10.1016/j.resourpol	PROPN
easat-2208	440	2	.	.	PUNCT
easat-2208	441	1	2014.03.007	2014.03.007	VERB
easat-2208	441	2	.	.	PUNCT
easat-2208	442	1	[	[	X
easat-2208	442	2	7	7	NUM
easat-2208	442	3	]	]	SYM
easat-2208	442	4	behmiri	behmiri	NOUN
easat-2208	442	5	,	,	PUNCT
easat-2208	442	6	n.b	n.b	PROPN
easat-2208	442	7	.	.	PROPN
easat-2208	442	8	,	,	PUNCT
easat-2208	442	9	manera	manera	PROPN
easat-2208	442	10	,	,	PUNCT
easat-2208	442	11	m.	m.	NOUN
easat-2208	442	12	,	,	PUNCT
easat-2208	442	13	2015	2015	NUM
easat-2208	442	14	.	.	PUNCT
easat-2208	443	1	the	the	DET
easat-2208	443	2	role	role	NOUN
easat-2208	443	3	of	of	ADP
easat-2208	443	4	outliers	outlier	NOUN
easat-2208	443	5	and	and	CCONJ
easat-2208	443	6	oil	oil	NOUN
easat-2208	443	7	price	price	NOUN
easat-2208	443	8	shocks	shock	NOUN
easat-2208	443	9	on	on	ADP
easat-2208	443	10	volatility	volatility	NOUN
easat-2208	443	11	of	of	ADP
easat-2208	443	12	metal	metal	NOUN
easat-2208	443	13	prices	price	NOUN
easat-2208	443	14	.	.	PUNCT
easat-2208	444	1	resour	resour	NOUN
easat-2208	444	2	.	.	PUNCT
easat-2208	445	1	policy	policy	NOUN
easat-2208	445	2	46	46	NUM
easat-2208	445	3	,	,	PUNCT
easat-2208	445	4	139–150	139–150	NUM
easat-2208	445	5	.	.	PUNCT
easat-2208	445	6	https://doi.org/10.1016/j.resourpol.2015.09.004	https://doi.org/10.1016/j.resourpol.2015.09.004	X
easat-2208	445	7	.	.	PUNCT
easat-2208	446	1	[	[	X
easat-2208	446	2	8	8	NUM
easat-2208	446	3	]	]	SYM
easat-2208	446	4	bento	bento	NOUN
easat-2208	446	5	,	,	PUNCT
easat-2208	446	6	p.m.r	p.m.r	VERB
easat-2208	446	7	.	.	PUNCT
easat-2208	446	8	,	,	PUNCT
easat-2208	446	9	pombo	pombo	PROPN
easat-2208	446	10	,	,	PUNCT
easat-2208	446	11	j.a.n	j.a.n	NOUN
easat-2208	446	12	.	.	PROPN
easat-2208	446	13	,	,	PUNCT
easat-2208	446	14	calado	calado	ADJ
easat-2208	446	15	,	,	PUNCT
easat-2208	446	16	m.r.a	m.r.a	ADJ
easat-2208	446	17	.	.	PROPN
easat-2208	446	18	,	,	PUNCT
easat-2208	446	19	mariano	mariano	PROPN
easat-2208	446	20	,	,	PUNCT
easat-2208	446	21	s.j.p.s	s.j.p.s	PROPN
easat-2208	446	22	.	.	PROPN
easat-2208	446	23	,	,	PUNCT
easat-2208	446	24	2018	2018	NUM
easat-2208	446	25	.	.	PUNCT
easat-2208	447	1	a	a	DET
easat-2208	447	2	bat	bat	NOUN
easat-2208	447	3	optimized	optimize	VERB
easat-2208	447	4	neural	neural	ADJ
easat-2208	447	5	network	network	NOUN
easat-2208	447	6	and	and	CCONJ
easat-2208	447	7	wavelet	wavelet	NOUN
easat-2208	447	8	transform	transform	NOUN
easat-2208	447	9	approach	approach	NOUN
easat-2208	447	10	for	for	ADP
easat-2208	447	11	short	short	ADJ
easat-2208	447	12	-	-	PUNCT
easat-2208	447	13	term	term	NOUN
easat-2208	447	14	price	price	NOUN
easat-2208	447	15	forecasting	forecasting	NOUN
easat-2208	447	16	.	.	PUNCT
easat-2208	448	1	[	[	X
easat-2208	448	2	9	9	NUM
easat-2208	448	3	]	]	SYM
easat-2208	448	4	appl	appl	NOUN
easat-2208	448	5	.	.	PUNCT
easat-2208	448	6	energy	energy	NOUN
easat-2208	448	7	210	210	NUM
easat-2208	448	8	,	,	PUNCT
easat-2208	448	9	88–97	88–97	NUM
easat-2208	448	10	.	.	PUNCT
easat-2208	449	1	https://doi.org/10.1016/j.apenergy.2017.10.058	https://doi.org/10.1016/j.apenergy.2017.10.058	NOUN
easat-2208	449	2	.	.	PUNCT
easat-2208	450	1	[	[	X
easat-2208	450	2	10	10	NUM
easat-2208	450	3	]	]	X
easat-2208	450	4	bhatia	bhatia	PROPN
easat-2208	450	5	,	,	PUNCT
easat-2208	450	6	v.	v.	PROPN
easat-2208	450	7	,	,	PUNCT
easat-2208	450	8	das	das	PROPN
easat-2208	450	9	,	,	PUNCT
easat-2208	450	10	d.	d.	PROPN
easat-2208	450	11	,	,	PUNCT
easat-2208	450	12	tiwari	tiwari	PROPN
easat-2208	450	13	,	,	PUNCT
easat-2208	450	14	a.k	a.k	PROPN
easat-2208	450	15	.	.	PROPN
easat-2208	450	16	,	,	PUNCT
easat-2208	450	17	shahbaz	shahbaz	PROPN
easat-2208	450	18	,	,	PUNCT
easat-2208	450	19	m.	m.	NOUN
easat-2208	450	20	,	,	PUNCT
easat-2208	450	21	hasim	hasim	PROPN
easat-2208	450	22	,	,	PUNCT
easat-2208	450	23	h.m	h.m	PROPN
easat-2208	450	24	.	.	PROPN
easat-2208	450	25	,	,	PUNCT
easat-2208	450	26	2018	2018	NUM
easat-2208	450	27	.	.	PUNCT
easat-2208	450	28	do	do	VERB
easat-2208	450	29	precious	precious	ADJ
easat-2208	450	30	metal	metal	NOUN
easat-2208	450	31	spot	spot	NOUN
easat-2208	450	32	prices	price	NOUN
easat-2208	450	33	influence	influence	VERB
easat-2208	450	34	each	each	DET
easat-2208	450	35	other	other	ADJ
easat-2208	450	36	?	?	PUNCT
easat-2208	451	1	evidence	evidence	NOUN
easat-2208	451	2	from	from	ADP
easat-2208	451	3	a	a	DET
easat-2208	451	4	nonparametric	nonparametric	NOUN
easat-2208	451	5	causality	causality	NOUN
easat-2208	451	6	-	-	PUNCT
easat-2208	451	7	in	in	ADP
easat-2208	451	8	-	-	PUNCT
easat-2208	451	9	quantiles	quantile	NOUN
easat-2208	451	10	approach	approach	NOUN
easat-2208	451	11	.	.	PUNCT
easat-2208	452	1	resour	resour	NOUN
easat-2208	452	2	.	.	PUNCT
easat-2208	453	1	policy	policy	NOUN
easat-2208	453	2	55	55	NUM
easat-2208	453	3	,	,	PUNCT
easat-2208	453	4	244–252	244–252	NUM
easat-2208	453	5	.	.	PUNCT
easat-2208	454	1	https://doi.org/10.1016/j.resourpol.2017.12	https://doi.org/10.1016/j.resourpol.2017.12	PROPN
easat-2208	454	2	.	.	PUNCT
easat-2208	455	1	[	[	X
easat-2208	455	2	11	11	NUM
easat-2208	455	3	]	]	SYM
easat-2208	455	4	008	008	NUM
easat-2208	455	5	.	.	PUNCT
easat-2208	456	1	[	[	X
easat-2208	456	2	12	12	NUM
easat-2208	456	3	]	]	X
easat-2208	456	4	bodart	bodart	NOUN
easat-2208	456	5	,	,	PUNCT
easat-2208	456	6	v.	v.	ADV
easat-2208	456	7	,	,	PUNCT
easat-2208	456	8	candelon	candelon	NOUN
easat-2208	456	9	,	,	PUNCT
easat-2208	456	10	b.	b.	PROPN
easat-2208	456	11	,	,	PUNCT
easat-2208	456	12	carpantier	carpanti	ADJ
easat-2208	456	13	,	,	PUNCT
easat-2208	456	14	j.-f	j.-f	NOUN
easat-2208	456	15	.	.	PUNCT
easat-2208	456	16	,	,	PUNCT
easat-2208	456	17	2015	2015	NUM
easat-2208	456	18	.	.	PUNCT
easat-2208	457	1	real	real	ADJ
easat-2208	457	2	exchanges	exchange	NOUN
easat-2208	457	3	rates	rate	NOUN
easat-2208	457	4	,	,	PUNCT
easat-2208	457	5	commodity	commodity	NOUN
easat-2208	457	6	prices	price	NOUN
easat-2208	457	7	and	and	CCONJ
easat-2208	457	8	structural	structural	ADJ
easat-2208	457	9	factors	factor	NOUN
easat-2208	457	10	in	in	ADP
easat-2208	457	11	developing	develop	VERB
easat-2208	457	12	countries	country	NOUN
easat-2208	457	13	.	.	PUNCT
easat-2208	458	1	j.	j.	PROPN
easat-2208	458	2	int	int	PROPN
easat-2208	458	3	.	.	PUNCT
easat-2208	459	1	money	money	NOUN
easat-2208	459	2	financ	financ	PROPN
easat-2208	459	3	.	.	PUNCT
easat-2208	460	1	51	51	NUM
easat-2208	460	2	,	,	PUNCT
easat-2208	460	3	264–284	264–284	NUM
easat-2208	460	4	.	.	PUNCT
easat-2208	461	1	https://doi.org/10.1016/j.jimonfin.2014.11.021	https://doi.org/10.1016/j.jimonfin.2014.11.021	NOUN
easat-2208	461	2	.	.	PUNCT
easat-2208	462	1	[	[	X
easat-2208	462	2	13	13	NUM
easat-2208	462	3	]	]	PUNCT
easat-2208	462	4	bouri	bouri	PROPN
easat-2208	462	5	,	,	PUNCT
easat-2208	462	6	e.	e.	PROPN
easat-2208	462	7	,	,	PUNCT
easat-2208	462	8	jain	jain	PROPN
easat-2208	462	9	,	,	PUNCT
easat-2208	462	10	a.	a.	PROPN
easat-2208	462	11	,	,	PUNCT
easat-2208	462	12	biswal	biswal	PROPN
easat-2208	462	13	,	,	PUNCT
easat-2208	462	14	p.c	p.c	PROPN
easat-2208	462	15	.	.	PROPN
easat-2208	462	16	,	,	PUNCT
easat-2208	462	17	roubaud	roubaud	PROPN
easat-2208	462	18	,	,	PUNCT
easat-2208	462	19	d.	d.	PROPN
easat-2208	462	20	,	,	PUNCT
easat-2208	462	21	2017	2017	NUM
easat-2208	462	22	.	.	PUNCT
easat-2208	463	1	cointegration	cointegration	NOUN
easat-2208	463	2	and	and	CCONJ
easat-2208	463	3	nonlinear	nonlinear	ADJ
easat-2208	463	4	causality	causality	NOUN
easat-2208	463	5	amongst	amongst	ADP
easat-2208	463	6	gold	gold	NOUN
easat-2208	463	7	,	,	PUNCT
easat-2208	463	8	oil	oil	NOUN
easat-2208	463	9	,	,	PUNCT
easat-2208	463	10	and	and	CCONJ
easat-2208	463	11	the	the	DET
easat-2208	463	12	indian	indian	ADJ
easat-2208	463	13	stock	stock	NOUN
easat-2208	463	14	market	market	NOUN
easat-2208	463	15	:	:	PUNCT
easat-2208	463	16	evidence	evidence	NOUN
easat-2208	463	17	from	from	ADP
easat-2208	463	18	implied	imply	VERB
easat-2208	463	19	volatility	volatility	NOUN
easat-2208	463	20	indices	index	NOUN
easat-2208	463	21	.	.	PUNCT
easat-2208	464	1	resour	resour	NOUN
easat-2208	464	2	.	.	PUNCT
easat-2208	464	3	policy	policy	NOUN
easat-2208	464	4	52	52	NUM
easat-2208	464	5	,	,	PUNCT
easat-2208	464	6	201	201	NUM
easat-2208	464	7	–	–	PUNCT
easat-2208	464	8	206	206	NUM
easat-2208	464	9	.	.	PUNCT
easat-2208	465	1	https://doi.org/10.1016/j.resourpol.2017.03.003	https://doi.org/10.1016/j.resourpol.2017.03.003	NUM
easat-2208	465	2	.	.	PUNCT
easat-2208	466	1	[	[	X
easat-2208	466	2	14	14	NUM
easat-2208	466	3	]	]	X
easat-2208	466	4	buncic	buncic	NOUN
easat-2208	466	5	,	,	PUNCT
easat-2208	466	6	d.	d.	PROPN
easat-2208	466	7	,	,	PUNCT
easat-2208	466	8	moretto	moretto	NOUN
easat-2208	466	9	,	,	PUNCT
easat-2208	466	10	c.	c.	NOUN
easat-2208	466	11	,	,	PUNCT
easat-2208	466	12	2015	2015	NUM
easat-2208	466	13	.	.	PUNCT
easat-2208	467	1	forecasting	forecast	VERB
easat-2208	467	2	copper	copper	NOUN
easat-2208	467	3	prices	price	NOUN
easat-2208	467	4	with	with	ADP
easat-2208	467	5	dynamic	dynamic	ADJ
easat-2208	467	6	averaging	averaging	NOUN
easat-2208	467	7	and	and	CCONJ
easat-2208	467	8	selection	selection	NOUN
easat-2208	467	9	models	model	NOUN
easat-2208	467	10	.	.	PUNCT
easat-2208	468	1	north	north	NOUN
easat-2208	468	2	am	am	PROPN
easat-2208	468	3	.	.	PUNCT
easat-2208	469	1	j.	j.	PROPN
easat-2208	469	2	econ	econ	PROPN
easat-2208	469	3	.	.	PUNCT
easat-2208	470	1	financ	financ	PROPN
easat-2208	470	2	.	.	PUNCT
easat-2208	471	1	33	33	NUM
easat-2208	471	2	,	,	PUNCT
easat-2208	471	3	1–38	1–38	PROPN
easat-2208	471	4	.	.	PUNCT
easat-2208	472	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
easat-2208	472	2	.	.	PUNCT
easat-2208	473	1	najef.2015.03.002	najef.2015.03.002	NOUN
easat-2208	473	2	.	.	PUNCT
easat-2208	474	1	[	[	X
easat-2208	474	2	15	15	NUM
easat-2208	474	3	]	]	X
easat-2208	474	4	chatterjee	chatterjee	NOUN
easat-2208	474	5	,	,	PUNCT
easat-2208	474	6	s.	s.	PROPN
easat-2208	474	7	,	,	PUNCT
easat-2208	474	8	sarkar	sarkar	PROPN
easat-2208	474	9	,	,	PUNCT
easat-2208	474	10	s.	s.	PROPN
easat-2208	474	11	,	,	PUNCT
easat-2208	474	12	hore	hore	ADJ
easat-2208	474	13	,	,	PUNCT
easat-2208	474	14	s.	s.	PROPN
easat-2208	474	15	,	,	PUNCT
easat-2208	474	16	dey	dey	PROPN
easat-2208	474	17	,	,	PUNCT
easat-2208	474	18	n.	n.	NOUN
easat-2208	474	19	,	,	PUNCT
easat-2208	474	20	ashour	ashour	NOUN
easat-2208	474	21	,	,	PUNCT
easat-2208	474	22	a.s	a.s	PROPN
easat-2208	474	23	.	.	PROPN
easat-2208	474	24	,	,	PUNCT
easat-2208	474	25	balas	balas	PROPN
easat-2208	474	26	,	,	PUNCT
easat-2208	474	27	v.e	v.e	PROPN
easat-2208	474	28	.	.	PROPN
easat-2208	474	29	,	,	PUNCT
easat-2208	474	30	2017	2017	NUM
easat-2208	474	31	.	.	PUNCT
easat-2208	474	32	particle	particle	NOUN
easat-2208	474	33	swarm	swarm	NOUN
easat-2208	474	34	optimization	optimization	NOUN
easat-2208	474	35	trained	train	VERB
easat-2208	474	36	neural	neural	ADJ
easat-2208	474	37	network	network	NOUN
easat-2208	474	38	for	for	ADP
easat-2208	474	39	structural	structural	ADJ
easat-2208	474	40	failure	failure	NOUN
easat-2208	474	41	prediction	prediction	NOUN
easat-2208	474	42	of	of	ADP
easat-2208	474	43	multistoried	multistorie	VERB
easat-2208	474	44	rc	rc	PROPN
easat-2208	474	45	buildings	building	NOUN
easat-2208	474	46	.	.	PUNCT
easat-2208	475	1	neural	neural	ADJ
easat-2208	475	2	comput	comput	NOUN
easat-2208	475	3	.	.	PUNCT
easat-2208	476	1	appl	appl	PROPN
easat-2208	476	2	.	.	PROPN
easat-2208	477	1	28	28	NUM
easat-2208	477	2	,	,	PUNCT
easat-2208	477	3	2005–2016	2005–2016	NUM
easat-2208	477	4	.	.	PUNCT
easat-2208	478	1	https://doi.org/10.1007/	https://doi.org/10.1007/	PROPN
easat-2208	478	2	s00521	s00521	NOUN
easat-2208	478	3	-	-	PUNCT
easat-2208	478	4	016	016	NUM
easat-2208	478	5	-	-	PUNCT
easat-2208	478	6	2190	2190	NUM
easat-2208	478	7	-	-	SYM
easat-2208	478	8	2	2	NUM
easat-2208	478	9	.	.	PUNCT
easat-2208	479	1	[	[	X
easat-2208	479	2	16	16	NUM
easat-2208	479	3	]	]	X
easat-2208	479	4	chatterjee	chatterjee	PROPN
easat-2208	479	5	,	,	PUNCT
easat-2208	479	6	s.	s.	PROPN
easat-2208	479	7	,	,	PUNCT
easat-2208	479	8	sethi	sethi	PROPN
easat-2208	479	9	,	,	PUNCT
easat-2208	479	10	m.r	m.r	PROPN
easat-2208	479	11	.	.	PROPN
easat-2208	479	12	,	,	PUNCT
easat-2208	479	13	asad	asad	PROPN
easat-2208	479	14	,	,	PUNCT
easat-2208	479	15	m.w.a	m.w.a	PROPN
easat-2208	479	16	.	.	PROPN
easat-2208	479	17	,	,	PUNCT
easat-2208	479	18	2016	2016	NUM
easat-2208	479	19	.	.	PUNCT
easat-2208	480	1	production	production	NOUN
easat-2208	480	2	phase	phase	NOUN
easat-2208	480	3	and	and	CCONJ
easat-2208	480	4	ultimate	ultimate	ADJ
easat-2208	480	5	pit	pit	NOUN
easat-2208	480	6	limit	limit	NOUN
easat-2208	480	7	design	design	NOUN
easat-2208	480	8	under	under	ADP
easat-2208	480	9	commodity	commodity	NOUN
easat-2208	480	10	price	price	NOUN
easat-2208	480	11	uncertainty	uncertainty	NOUN
easat-2208	480	12	.	.	PUNCT
easat-2208	481	1	eur	eur	PROPN
easat-2208	481	2	.	.	PUNCT
easat-2208	482	1	j.	j.	PROPN
easat-2208	482	2	oper	oper	PROPN
easat-2208	482	3	.	.	PUNCT
easat-2208	483	1	res	re	NOUN
easat-2208	483	2	.	.	PROPN
easat-2208	483	3	248	248	NUM
easat-2208	483	4	,	,	PUNCT
easat-2208	483	5	658–667	658–667	NUM
easat-2208	483	6	.	.	PUNCT
easat-2208	484	1	https://	https://	PROPN
easat-2208	484	2	doi.org/10.1016/j.ejor.2015.07.012	doi.org/10.1016/j.ejor.2015.07.012	PROPN
easat-2208	484	3	.	.	PUNCT
easat-2208	485	1	[	[	X
easat-2208	485	2	17	17	NUM
easat-2208	485	3	]	]	X
easat-2208	485	4	liu	liu	PROPN
easat-2208	485	5	,	,	PUNCT
easat-2208	485	6	d.	d.	PROPN
easat-2208	485	7	,	,	PUNCT
easat-2208	485	8	li	li	PROPN
easat-2208	485	9	,	,	PUNCT
easat-2208	485	10	z.	z.	PROPN
easat-2208	485	11	,	,	PUNCT
easat-2208	485	12	2017	2017	NUM
easat-2208	485	13	.	.	PUNCT
easat-2208	486	1	gold	gold	NOUN
easat-2208	486	2	price	price	NOUN
easat-2208	486	3	forecasting	forecasting	NOUN
easat-2208	486	4	and	and	CCONJ
easat-2208	486	5	related	relate	VERB
easat-2208	486	6	influence	influence	NOUN
easat-2208	486	7	factors	factor	VERB
easat-2208	486	8	analysis	analysis	NOUN
easat-2208	486	9	based	base	VERB
easat-2208	486	10	on	on	ADP
easat-2208	486	11	random	random	ADJ
easat-2208	486	12	forest	forest	NOUN
easat-2208	486	13	.	.	PUNCT
easat-2208	487	1	in	in	ADP
easat-2208	487	2	:	:	PUNCT
easat-2208	487	3	xu	xu	PROPN
easat-2208	487	4	,	,	PUNCT
easat-2208	487	5	j.	j.	PROPN
easat-2208	487	6	,	,	PUNCT
easat-2208	487	7	hajiyev	hajiyev	PROPN
easat-2208	487	8	,	,	PUNCT
easat-2208	487	9	a.	a.	NOUN
easat-2208	487	10	,	,	PUNCT
easat-2208	487	11	nickel	nickel	NOUN
easat-2208	487	12	,	,	PUNCT
easat-2208	487	13	s.	s.	PROPN
easat-2208	487	14	,	,	PUNCT
easat-2208	487	15	gen	gen	PROPN
easat-2208	487	16	,	,	PUNCT
easat-2208	487	17	m.	m.	NOUN
easat-2208	487	18	(	(	PUNCT
easat-2208	487	19	eds	ed	NOUN
easat-2208	487	20	.	.	PUNCT
easat-2208	487	21	)	)	PUNCT
easat-2208	487	22	,	,	PUNCT
easat-2208	487	23	proceedings	proceeding	NOUN
easat-2208	487	24	of	of	ADP
easat-2208	487	25	the	the	DET
easat-2208	487	26	tenth	tenth	ADJ
easat-2208	487	27	international	international	ADJ
easat-2208	487	28	conference	conference	NOUN
easat-2208	487	29	on	on	ADP
easat-2208	487	30	management	management	NOUN
easat-2208	487	31	science	science	NOUN
easat-2208	487	32	and	and	CCONJ
easat-2208	487	33	engineering	engineering	NOUN
easat-2208	487	34	management	management	NOUN
easat-2208	487	35	.	.	PUNCT
easat-2208	488	1	springer	springer	NOUN
easat-2208	488	2	-	-	PUNCT
easat-2208	488	3	verlag	verlag	PROPN
easat-2208	488	4	singapore	singapore	PROPN
easat-2208	488	5	pte	pte	PROPN
easat-2208	488	6	ltd	ltd	PROPN
easat-2208	488	7	,	,	PUNCT
easat-2208	488	8	singapore	singapore	PROPN
easat-2208	488	9	,	,	PUNCT
easat-2208	488	10	pp	pp	ADJ
easat-2208	488	11	.	.	PUNCT
easat-2208	489	1	711–723	711–723	NUM
easat-2208	489	2	.	.	PUNCT
easat-2208	490	1	https://	https://	PROPN
easat-2208	490	2	doi.org/10.1007/978-981-10-1837-4_59	doi.org/10.1007/978-981-10-1837-4_59	PROPN
easat-2208	490	3	.	.	PUNCT
easat-2208	491	1	[	[	X
easat-2208	491	2	18	18	NUM
easat-2208	491	3	]	]	X
easat-2208	491	4	mei	mei	PROPN
easat-2208	491	5	-	-	PUNCT
easat-2208	491	6	se	se	PROPN
easat-2208	491	7	,	,	PUNCT
easat-2208	491	8	c.	c.	PROPN
easat-2208	491	9	,	,	PUNCT
easat-2208	491	10	shu	shu	PROPN
easat-2208	491	11	-	-	PUNCT
easat-2208	491	12	jung	jung	PROPN
easat-2208	491	13	,	,	PUNCT
easat-2208	491	14	c.l	c.l	PROPN
easat-2208	491	15	.	.	PROPN
easat-2208	491	16	,	,	PUNCT
easat-2208	491	17	chien	chien	PROPN
easat-2208	491	18	-	-	PUNCT
easat-2208	491	19	chiang	chiang	PROPN
easat-2208	491	20	,	,	PUNCT
easat-2208	491	21	l.	l.	PROPN
easat-2208	491	22	,	,	PUNCT
easat-2208	491	23	2018	2018	NUM
easat-2208	491	24	.	.	PUNCT
easat-2208	492	1	time	time	NOUN
easat-2208	492	2	-	-	PUNCT
easat-2208	492	3	varying	vary	VERB
easat-2208	492	4	co	co	NOUN
easat-2208	492	5	-	-	NOUN
easat-2208	492	6	movement	movement	NOUN
easat-2208	492	7	of	of	ADP
easat-2208	492	8	the	the	DET
easat-2208	492	9	prices	price	NOUN
easat-2208	492	10	of	of	ADP
easat-2208	492	11	three	three	NUM
easat-2208	492	12	metals	metal	NOUN
easat-2208	492	13	and	and	CCONJ
easat-2208	492	14	oil	oil	NOUN
easat-2208	492	15	:	:	PUNCT
easat-2208	492	16	evidence	evidence	NOUN
easat-2208	492	17	from	from	ADP
easat-2208	492	18	recursive	recursive	ADJ
easat-2208	492	19	cointegration	cointegration	NOUN
easat-2208	492	20	.	.	PUNCT
easat-2208	493	1	resour	resour	NOUN
easat-2208	493	2	.	.	PUNCT
easat-2208	494	1	policy	policy	NOUN
easat-2208	494	2	57	57	NUM
easat-2208	494	3	,	,	PUNCT
easat-2208	494	4	186–195	186–195	NUM
easat-2208	494	5	.	.	PUNCT
easat-2208	494	6	https://doi.org/10.1016/j.resourpol.2018.03.003	https://doi.org/10.1016/j.resourpol.2018.03.003	NOUN
easat-2208	494	7	.	.	PUNCT
easat-2208	495	1	[	[	X
easat-2208	495	2	19	19	NUM
easat-2208	495	3	]	]	PUNCT
easat-2208	495	4	mirjalili	mirjalili	NOUN
easat-2208	495	5	,	,	PUNCT
easat-2208	495	6	s.	s.	PROPN
easat-2208	495	7	,	,	PUNCT
easat-2208	495	8	lewis	lewis	PROPN
easat-2208	495	9	,	,	PUNCT
easat-2208	495	10	a.	a.	NOUN
easat-2208	495	11	,	,	PUNCT
easat-2208	495	12	2016	2016	NUM
easat-2208	495	13	.	.	PUNCT
easat-2208	496	1	the	the	DET
easat-2208	496	2	whale	whale	NOUN
easat-2208	496	3	optimization	optimization	NOUN
easat-2208	496	4	algorithm	algorithm	NOUN
easat-2208	496	5	.	.	PUNCT
easat-2208	497	1	adv	adv	PROPN
easat-2208	497	2	.	.	PUNCT
easat-2208	498	1	eng	eng	PROPN
easat-2208	498	2	.	.	PUNCT
easat-2208	499	1	softw	softw	PROPN
easat-2208	499	2	.	.	PUNCT
easat-2208	500	1	95	95	NUM
easat-2208	500	2	,	,	PUNCT
easat-2208	500	3	51–67	51–67	NUM
easat-2208	500	4	.	.	PUNCT
easat-2208	500	5	https://doi.org/10.1016/j.advengsoft.2016.01.008	https://doi.org/10.1016/j.advengsoft.2016.01.008	NOUN
easat-2208	500	6	.	.	PUNCT
easat-2208	501	1	[	[	X
easat-2208	501	2	20	20	NUM
easat-2208	501	3	]	]	SYM
easat-2208	501	4	mo	mo	PROPN
easat-2208	501	5	,	,	PUNCT
easat-2208	501	6	b.	b.	PROPN
easat-2208	501	7	,	,	PUNCT
easat-2208	501	8	nie	nie	PROPN
easat-2208	501	9	,	,	PUNCT
easat-2208	501	10	h.	h.	PROPN
easat-2208	501	11	,	,	PUNCT
easat-2208	501	12	jiang	jiang	PROPN
easat-2208	501	13	,	,	PUNCT
easat-2208	501	14	y.	y.	NOUN
easat-2208	501	15	,	,	PUNCT
easat-2208	501	16	2018	2018	NUM
easat-2208	501	17	.	.	PUNCT
easat-2208	502	1	dynamic	dynamic	ADJ
easat-2208	502	2	linkages	linkage	NOUN
easat-2208	502	3	among	among	ADP
easat-2208	502	4	the	the	DET
easat-2208	502	5	gold	gold	NOUN
easat-2208	502	6	market	market	NOUN
easat-2208	502	7	,	,	PUNCT
easat-2208	502	8	us	us	PROPN
easat-2208	502	9	dollar	dollar	NOUN
easat-2208	502	10	and	and	CCONJ
easat-2208	502	11	crude	crude	ADJ
easat-2208	502	12	oil	oil	NOUN
easat-2208	502	13	market	market	NOUN
easat-2208	502	14	.	.	PUNCT
easat-2208	503	1	phys	phy	NOUN
easat-2208	503	2	.	.	PUNCT
easat-2208	504	1	a	a	DET
easat-2208	504	2	491	491	NUM
easat-2208	504	3	,	,	PUNCT
easat-2208	504	4	984–994	984–994	NUM
easat-2208	504	5	.	.	PUNCT
easat-2208	504	6	https://doi.org/10.1016/j.physa.2017.09.091	https://doi.org/10.1016/j.physa.2017.09.091	VERB
easat-2208	504	7	.	.	PUNCT
easat-2208	505	1	[	[	X
easat-2208	505	2	21	21	NUM
easat-2208	505	3	]	]	X
easat-2208	505	4	molugaram	molugaram	PROPN
easat-2208	505	5	,	,	PUNCT
easat-2208	505	6	k.	k.	PROPN
easat-2208	505	7	,	,	PUNCT
easat-2208	505	8	rao	rao	PROPN
easat-2208	505	9	,	,	PUNCT
easat-2208	505	10	g.s	g.s	PROPN
easat-2208	505	11	.	.	PROPN
easat-2208	505	12	,	,	PUNCT
easat-2208	505	13	2017	2017	NUM
easat-2208	505	14	.	.	PUNCT
easat-2208	505	15	chapter	chapter	NOUN
easat-2208	505	16	6	6	NUM
easat-2208	505	17	correlation	correlation	NOUN
easat-2208	505	18	and	and	CCONJ
easat-2208	505	19	regression	regression	NOUN
easat-2208	505	20	.	.	PUNCT
easat-2208	506	1	in	in	ADP
easat-2208	506	2	:	:	PUNCT
easat-2208	506	3	molugaram	molugaram	PROPN
easat-2208	506	4	,	,	PUNCT
easat-2208	506	5	k.	k.	PROPN
easat-2208	506	6	,	,	PUNCT
easat-2208	506	7	rao	rao	PROPN
easat-2208	506	8	,	,	PUNCT
easat-2208	506	9	g.s	g.s	PROPN
easat-2208	506	10	.	.	PROPN
easat-2208	506	11	(	(	PUNCT
easat-2208	506	12	eds	ed	NOUN
easat-2208	506	13	.	.	PUNCT
easat-2208	506	14	)	)	PUNCT
easat-2208	506	15	,	,	PUNCT
easat-2208	506	16	statistical	statistical	ADJ
easat-2208	506	17	techniques	technique	NOUN
easat-2208	506	18	for	for	ADP
easat-2208	506	19	transportation	transportation	NOUN
easat-2208	506	20	engineering	engineering	NOUN
easat-2208	506	21	.	.	PUNCT
easat-2208	507	1	[	[	X
easat-2208	507	2	22	22	NUM
easat-2208	507	3	]	]	PUNCT
easat-2208	507	4	butterworth	butterworth	PROPN
easat-2208	507	5	-	-	PUNCT
easat-2208	507	6	heinemann	heinemann	PROPN
easat-2208	507	7	,	,	PUNCT
easat-2208	507	8	pp	pp	X
easat-2208	507	9	.	.	PUNCT
easat-2208	508	1	293–329	293–329	NUM
easat-2208	508	2	.	.	PUNCT
easat-2208	509	1	https://doi.org/10.1016/b978-0-12-8115558.00006-4	https://doi.org/10.1016/b978-0-12-8115558.00006-4	PROPN
easat-2208	509	2	.	.	PUNCT
easat-2208	510	1	[	[	X
easat-2208	510	2	23	23	NUM
easat-2208	510	3	]	]	X
easat-2208	510	4	nazemi	nazemi	NOUN
easat-2208	510	5	,	,	PUNCT
easat-2208	510	6	a.	a.	NOUN
easat-2208	510	7	,	,	PUNCT
easat-2208	510	8	heidenreich	heidenreich	X
easat-2208	510	9	,	,	PUNCT
easat-2208	510	10	k.	k.	PROPN
easat-2208	510	11	,	,	PUNCT
easat-2208	510	12	fabozzi	fabozzi	PROPN
easat-2208	510	13	,	,	PUNCT
easat-2208	510	14	f.j	f.j	PROPN
easat-2208	510	15	.	.	PROPN
easat-2208	510	16	,	,	PUNCT
easat-2208	510	17	2018	2018	NUM
easat-2208	510	18	.	.	PUNCT
easat-2208	511	1	improving	improve	VERB
easat-2208	511	2	corporate	corporate	ADJ
easat-2208	511	3	bond	bond	NOUN
easat-2208	511	4	recovery	recovery	NOUN
easat-2208	511	5	rate	rate	NOUN
easat-2208	511	6	prediction	prediction	NOUN
easat-2208	511	7	using	use	VERB
easat-2208	511	8	multi	multi	ADJ
easat-2208	511	9	-	-	ADJ
easat-2208	511	10	factor	factor	NOUN
easat-2208	511	11	support	support	NOUN
easat-2208	511	12	vector	vector	NOUN
easat-2208	511	13	regressions	regression	NOUN
easat-2208	511	14	.	.	PUNCT
easat-2208	512	1	eur	eur	PROPN
easat-2208	512	2	.	.	PUNCT
easat-2208	513	1	j.	j.	PROPN
easat-2208	513	2	oper	oper	PROPN
easat-2208	513	3	.	.	PUNCT
easat-2208	514	1	res	re	NOUN
easat-2208	514	2	.	.	PROPN
easat-2208	515	1	271	271	NUM
easat-2208	515	2	,	,	PUNCT
easat-2208	515	3	664–675	664–675	NUM
easat-2208	515	4	.	.	PUNCT
easat-2208	515	5	https://doi.org/10.1016/j.ejor.2018.05.024	https://doi.org/10.1016/j.ejor.2018.05.024	VERB
easat-2208	515	6	.	.	PUNCT
easat-2208	516	1	[	[	X
easat-2208	516	2	24	24	NUM
easat-2208	516	3	]	]	X
easat-2208	516	4	nguyen	nguyen	PROPN
easat-2208	516	5	-	-	PUNCT
easat-2208	516	6	ky	ky	PROPN
easat-2208	516	7	,	,	PUNCT
easat-2208	516	8	t.	t.	PROPN
easat-2208	516	9	,	,	PUNCT
easat-2208	516	10	mushtaq	mushtaq	PROPN
easat-2208	516	11	,	,	PUNCT
easat-2208	516	12	s.	s.	PROPN
easat-2208	516	13	,	,	PUNCT
easat-2208	516	14	loch	loch	PROPN
easat-2208	516	15	,	,	PUNCT
easat-2208	516	16	a.	a.	NOUN
easat-2208	516	17	,	,	PUNCT
easat-2208	516	18	reardon	reardon	PROPN
easat-2208	516	19	-	-	PUNCT
easat-2208	516	20	smith	smith	PROPN
easat-2208	516	21	,	,	PUNCT
easat-2208	516	22	k.	k.	PROPN
easat-2208	516	23	,	,	PUNCT
easat-2208	516	24	an	an	PROPN
easat-2208	516	25	-	-	PUNCT
easat-2208	516	26	vo	vo	NOUN
easat-2208	516	27	,	,	PUNCT
easat-2208	516	28	d.-a	d.-a	PROPN
easat-2208	516	29	.	.	PROPN
easat-2208	516	30	,	,	PUNCT
easat-2208	516	31	ngo	ngo	PROPN
easat-2208	516	32	-	-	PUNCT
easat-2208	516	33	cong	cong	NOUN
easat-2208	516	34	,	,	PUNCT
easat-2208	516	35	d.	d.	PROPN
easat-2208	516	36	,	,	PUNCT
easat-2208	516	37	tran	tran	PROPN
easat-2208	516	38	-	-	PUNCT
easat-2208	516	39	cong	cong	NOUN
easat-2208	516	40	,	,	PUNCT
easat-2208	516	41	t.	t.	NOUN
easat-2208	516	42	,	,	PUNCT
easat-2208	516	43	2017	2017	NUM
easat-2208	516	44	.	.	PUNCT
easat-2208	516	45	predicting	predict	VERB
easat-2208	516	46	water	water	NOUN
easat-2208	516	47	allocation	allocation	NOUN
easat-2208	516	48	trade	trade	NOUN
easat-2208	516	49	prices	price	NOUN
easat-2208	516	50	using	use	VERB
easat-2208	516	51	a	a	DET
easat-2208	516	52	hybrid	hybrid	ADJ
easat-2208	516	53	artificial	artificial	ADJ
easat-2208	516	54	neural	neural	ADJ
easat-2208	516	55	network	network	NOUN
easat-2208	516	56	-	-	PUNCT
easat-2208	516	57	bayesian	bayesian	NOUN
easat-2208	516	58	modelling	modelling	NOUN
easat-2208	516	59	approach	approach	NOUN
easat-2208	516	60	.	.	PUNCT
easat-2208	517	1	j.	j.	PROPN
easat-2208	517	2	hydrol	hydrol	PROPN
easat-2208	517	3	.	.	PUNCT
easat-2208	518	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
easat-2208	518	2	.	.	PUNCT
easat-2208	519	1	jhydrol.2017.11.049	jhydrol.2017.11.049	PROPN
easat-2208	519	2	.	.	PUNCT
easat-2208	520	1	[	[	X
easat-2208	520	2	25	25	NUM
easat-2208	520	3	]	]	SYM
easat-2208	520	4	parisi	parisi	PROPN
easat-2208	520	5	,	,	PUNCT
easat-2208	520	6	a.	a.	PROPN
easat-2208	520	7	,	,	PUNCT
easat-2208	520	8	parisi	parisi	PROPN
easat-2208	520	9	,	,	PUNCT
easat-2208	520	10	f.	f.	PROPN
easat-2208	520	11	,	,	PUNCT
easat-2208	520	12	díaz	díaz	PROPN
easat-2208	520	13	,	,	PUNCT
easat-2208	520	14	d.	d.	NOUN
easat-2208	520	15	,	,	PUNCT
easat-2208	520	16	2008	2008	NUM
easat-2208	520	17	.	.	PUNCT
easat-2208	521	1	forecasting	forecast	VERB
easat-2208	521	2	gold	gold	NOUN
easat-2208	521	3	price	price	NOUN
easat-2208	521	4	changes	change	NOUN
easat-2208	521	5	:	:	PUNCT
easat-2208	521	6	rolling	roll	VERB
easat-2208	521	7	and	and	CCONJ
easat-2208	521	8	recursive	recursive	ADJ
easat-2208	521	9	neural	neural	ADJ
easat-2208	521	10	network	network	NOUN
easat-2208	521	11	models	model	NOUN
easat-2208	521	12	.	.	PUNCT
easat-2208	522	1	j.	j.	PROPN
easat-2208	522	2	multinatl	multinatl	PROPN
easat-2208	522	3	.	.	PUNCT
easat-2208	523	1	financ	financ	PROPN
easat-2208	523	2	.	.	PUNCT
easat-2208	524	1	manag	manag	PROPN
easat-2208	524	2	.	.	PROPN
easat-2208	525	1	18	18	NUM
easat-2208	525	2	,	,	PUNCT
easat-2208	525	3	477–487	477–487	NUM
easat-2208	525	4	.	.	PUNCT
easat-2208	526	1	https://doi.org/	https://doi.org/	VERB
easat-2208	526	2	10.1016	10.1016	NUM
easat-2208	526	3	/	/	SYM
easat-2208	526	4	j.mulfin.2007.12.002	j.mulfin.2007.12.002	NOUN
easat-2208	526	5	.	.	PUNCT
easat-2208	527	1	[	[	X
easat-2208	527	2	26	26	NUM
easat-2208	527	3	]	]	X
easat-2208	527	4	ramyar	ramyar	NOUN
easat-2208	527	5	,	,	PUNCT
easat-2208	527	6	s.	s.	PROPN
easat-2208	527	7	,	,	PUNCT
easat-2208	527	8	kianfar	kianfar	PROPN
easat-2208	527	9	,	,	PUNCT
easat-2208	527	10	f.	f.	PROPN
easat-2208	527	11	,	,	PUNCT
easat-2208	527	12	2017	2017	NUM
easat-2208	527	13	.	.	PUNCT
easat-2208	528	1	forecasting	forecast	VERB
easat-2208	528	2	crude	crude	ADJ
easat-2208	528	3	oil	oil	NOUN
easat-2208	528	4	prices	price	NOUN
easat-2208	528	5	:	:	PUNCT
easat-2208	528	6	a	a	DET
easat-2208	528	7	comparison	comparison	NOUN
easat-2208	528	8	between	between	ADP
easat-2208	528	9	artificial	artificial	ADJ
easat-2208	528	10	neural	neural	ADJ
easat-2208	528	11	networks	network	NOUN
easat-2208	528	12	and	and	CCONJ
easat-2208	528	13	vector	vector	NOUN
easat-2208	528	14	autoregressive	autoregressive	ADJ
easat-2208	528	15	models	model	NOUN
easat-2208	528	16	.	.	PUNCT
easat-2208	529	1	comput	comput	NOUN
easat-2208	529	2	.	.	PUNCT
easat-2208	530	1	econ	econ	PROPN
easat-2208	530	2	.	.	PUNCT
easat-2208	531	1	https://doi	https://doi	PROPN
easat-2208	531	2	.	.	PUNCT
easat-2208	531	3	org/10.1007	org/10.1007	PROPN
easat-2208	531	4	/	/	SYM
easat-2208	531	5	s10614	s10614	PROPN
easat-2208	531	6	-	-	PUNCT
easat-2208	531	7	017	017	NUM
easat-2208	531	8	-	-	PUNCT
easat-2208	531	9	9764	9764	NUM
easat-2208	531	10	-	-	SYM
easat-2208	531	11	7	7	NUM
easat-2208	531	12	.	.	PUNCT
easat-2208	532	1	[	[	X
easat-2208	532	2	27	27	NUM
easat-2208	532	3	]	]	SYM
easat-2208	532	4	raza	raza	PROPN
easat-2208	532	5	,	,	PUNCT
easat-2208	532	6	s.a	s.a	PROPN
easat-2208	532	7	.	.	PROPN
easat-2208	532	8	,	,	PUNCT
easat-2208	532	9	shah	shah	PROPN
easat-2208	532	10	,	,	PUNCT
easat-2208	532	11	n.	n.	PROPN
easat-2208	532	12	,	,	PUNCT
easat-2208	532	13	shahbaz	shahbaz	PROPN
easat-2208	532	14	,	,	PUNCT
easat-2208	532	15	m.	m.	NOUN
easat-2208	532	16	,	,	PUNCT
easat-2208	532	17	2018	2018	NUM
easat-2208	532	18	.	.	PUNCT
easat-2208	532	19	does	do	AUX
easat-2208	532	20	economic	economic	ADJ
easat-2208	532	21	policy	policy	NOUN
easat-2208	532	22	uncertainty	uncertainty	NOUN
easat-2208	532	23	influence	influence	VERB
easat-2208	532	24	gold	gold	NOUN
easat-2208	532	25	prices	price	NOUN
easat-2208	532	26	?	?	PUNCT
easat-2208	533	1	evidence	evidence	NOUN
easat-2208	533	2	from	from	ADP
easat-2208	533	3	a	a	DET
easat-2208	533	4	nonparametric	nonparametric	NOUN
easat-2208	533	5	causality	causality	NOUN
easat-2208	533	6	-	-	PUNCT
easat-2208	533	7	in	in	ADP
easat-2208	533	8	-	-	PUNCT
easat-2208	533	9	quantiles	quantile	NOUN
easat-2208	533	10	approach	approach	NOUN
easat-2208	533	11	.	.	PUNCT
easat-2208	534	1	resour	resour	NOUN
easat-2208	534	2	.	.	PUNCT
easat-2208	535	1	https://doi.org/10.1016/j.resconrec.2011.10.011	https://doi.org/10.1016/j.resconrec.2011.10.011	VERB
easat-2208	535	2	https://doi.org/10.1016/j.resconrec.2011.10.011	https://doi.org/10.1016/j.resconrec.2011.10.011	NUM
easat-2208	535	3	https://doi.org/10.1016/j.asoc.2016.02.029	https://doi.org/10.1016/j.asoc.2016.02.029	NOUN
easat-2208	535	4	https://doi.org/10.1016/s0167-7012(00)00201-3	https://doi.org/10.1016/s0167-7012(00)00201-3	NOUN
easat-2208	535	5	https://doi.org/10.1016/s0167-7012(00)00201-3	https://doi.org/10.1016/s0167-7012(00)00201-3	NOUN
easat-2208	535	6	https://doi.org/10.1016/j.resourpol.2014.03.007	https://doi.org/10.1016/j.resourpol.2014.03.007	VERB
easat-2208	535	7	https://doi.org/10.1016/j.resourpol.2014.03.007	https://doi.org/10.1016/j.resourpol.2014.03.007	VERB
easat-2208	535	8	https://doi.org/10.1016/j.resourpol.2015.09.004	https://doi.org/10.1016/j.resourpol.2015.09.004	NUM
easat-2208	535	9	https://doi.org/10.1016/j.apenergy.2017.10.058	https://doi.org/10.1016/j.apenergy.2017.10.058	PROPN
easat-2208	535	10	https://doi.org/10.1016/j.resourpol.2017.12.008	https://doi.org/10.1016/j.resourpol.2017.12.008	PROPN
easat-2208	535	11	https://doi.org/10.1016/j.resourpol.2017.12.008	https://doi.org/10.1016/j.resourpol.2017.12.008	NOUN
easat-2208	535	12	https://doi.org/10.1016/j.jimonfin.2014.11.021	https://doi.org/10.1016/j.jimonfin.2014.11.021	NOUN
easat-2208	535	13	https://doi.org/10.1016/j.resourpol.2017.03.003	https://doi.org/10.1016/j.resourpol.2017.03.003	ADJ
easat-2208	535	14	https://doi.org/10.1016/j.najef.2015.03.002	https://doi.org/10.1016/j.najef.2015.03.002	NOUN
easat-2208	535	15	https://doi.org/10.1016/j.najef.2015.03.002	https://doi.org/10.1016/j.najef.2015.03.002	NOUN
easat-2208	535	16	https://doi.org/10.1007/s00521-016-2190-2	https://doi.org/10.1007/s00521-016-2190-2	PROPN
easat-2208	535	17	https://doi.org/10.1007/s00521-016-2190-2	https://doi.org/10.1007/s00521-016-2190-2	PROPN
easat-2208	535	18	https://doi.org/10.1016/j.ejor.2015.07.012	https://doi.org/10.1016/j.ejor.2015.07.012	PROPN
easat-2208	535	19	https://doi.org/10.1016/j.ejor.2015.07.012	https://doi.org/10.1016/j.ejor.2015.07.012	PROPN
easat-2208	535	20	https://doi.org/10.1007/978-981-10-1837-4_59	https://doi.org/10.1007/978-981-10-1837-4_59	PROPN
easat-2208	535	21	https://doi.org/10.1007/978-981-10-1837-4_59	https://doi.org/10.1007/978-981-10-1837-4_59	PRON
easat-2208	535	22	https://doi.org/10.1016/j.resourpol.2018.03.003	https://doi.org/10.1016/j.resourpol.2018.03.003	NOUN
easat-2208	535	23	https://doi.org/10.1016/j.advengsoft.2016.01.008	https://doi.org/10.1016/j.advengsoft.2016.01.008	NOUN
easat-2208	535	24	https://doi.org/10.1016/j.physa.2017.09.091	https://doi.org/10.1016/j.physa.2017.09.091	VERB
easat-2208	535	25	https://doi.org/10.1016/b978-0-12-811555-8.00006-4	https://doi.org/10.1016/b978-0-12-811555-8.00006-4	PROPN
easat-2208	535	26	https://doi.org/10.1016/b978-0-12-811555-8.00006-4	https://doi.org/10.1016/b978-0-12-811555-8.00006-4	PROPN
easat-2208	535	27	https://doi.org/10.1016/j.ejor.2018.05.024	https://doi.org/10.1016/j.ejor.2018.05.024	VERB
easat-2208	535	28	https://doi.org/10.1016/j.jhydrol.2017.11.049	https://doi.org/10.1016/j.jhydrol.2017.11.049	NUM
easat-2208	535	29	https://doi.org/10.1016/j.jhydrol.2017.11.049	https://doi.org/10.1016/j.jhydrol.2017.11.049	NUM
easat-2208	535	30	https://doi.org/10.1016/j.mulfin.2007.12.002	https://doi.org/10.1016/j.mulfin.2007.12.002	NOUN
easat-2208	535	31	https://doi.org/10.1016/j.mulfin.2007.12.002	https://doi.org/10.1016/j.mulfin.2007.12.002	NOUN
easat-2208	535	32	https://doi.org/10.1007/s10614-017-9764-7	https://doi.org/10.1007/s10614-017-9764-7	PROPN
easat-2208	535	33	https://doi.org/10.1007/s10614-017-9764-7	https://doi.org/10.1007/s10614-017-9764-7	PROPN
easat-2208	535	34	1056	1056	NUM
easat-2208	535	35	edelweiss	edelweiss	PROPN
easat-2208	535	36	applied	apply	VERB
easat-2208	535	37	science	science	NOUN
easat-2208	535	38	and	and	CCONJ
easat-2208	535	39	technology	technology	NOUN
easat-2208	535	40	issn	issn	PROPN
easat-2208	535	41	:	:	PUNCT
easat-2208	535	42	2576	2576	NUM
easat-2208	535	43	-	-	SYM
easat-2208	535	44	8484	8484	NUM
easat-2208	535	45	vol	vol	NOUN
easat-2208	535	46	.	.	PROPN
easat-2208	536	1	8	8	NUM
easat-2208	536	2	,	,	PUNCT
easat-2208	536	3	no	no	INTJ
easat-2208	536	4	.	.	NOUN
easat-2208	537	1	6	6	NUM
easat-2208	537	2	:	:	PUNCT
easat-2208	537	3	1044	1044	NUM
easat-2208	537	4	-	-	SYM
easat-2208	537	5	1056	1056	NUM
easat-2208	537	6	,	,	PUNCT
easat-2208	537	7	2024	2024	NUM
easat-2208	537	8	doi	doi	NOUN
easat-2208	537	9	:	:	PUNCT
easat-2208	537	10	10.55214/25768484.v8i6.2208	10.55214/25768484.v8i6.2208	NUM
easat-2208	537	11	©	©	PROPN
easat-2208	537	12	2024	2024	NUM
easat-2208	537	13	by	by	ADP
easat-2208	537	14	the	the	DET
easat-2208	537	15	author	author	NOUN
easat-2208	537	16	;	;	PUNCT
easat-2208	537	17	licensee	licensee	PROPN
easat-2208	537	18	learning	learning	NOUN
easat-2208	537	19	gate	gate	NOUN
easat-2208	538	1	[	[	X
easat-2208	538	2	28	28	NUM
easat-2208	538	3	]	]	X
easat-2208	538	4	policy	policy	NOUN
easat-2208	538	5	57	57	NUM
easat-2208	538	6	,	,	PUNCT
easat-2208	538	7	61–68	61–68	NUM
easat-2208	538	8	.	.	PUNCT
easat-2208	539	1	https://doi.org/10.1016/j.resourpol.2018.01.007	https://doi.org/10.1016/j.resourpol.2018.01.007	NOUN
easat-2208	539	2	.	.	PUNCT
easat-2208	540	1	[	[	X
easat-2208	540	2	29	29	NUM
easat-2208	540	3	]	]	X
easat-2208	540	4	reboredo	reboredo	PROPN
easat-2208	540	5	,	,	PUNCT
easat-2208	540	6	j.c	j.c	PROPN
easat-2208	540	7	.	.	PROPN
easat-2208	540	8	,	,	PUNCT
easat-2208	540	9	2013	2013	NUM
easat-2208	540	10	.	.	PUNCT
easat-2208	540	11	is	be	AUX
easat-2208	540	12	gold	gold	NOUN
easat-2208	540	13	a	a	DET
easat-2208	540	14	safe	safe	ADJ
easat-2208	540	15	haven	haven	NOUN
easat-2208	540	16	or	or	CCONJ
easat-2208	540	17	a	a	DET
easat-2208	540	18	hedge	hedge	NOUN
easat-2208	540	19	for	for	ADP
easat-2208	540	20	the	the	DET
easat-2208	540	21	us	us	PROPN
easat-2208	540	22	dollar	dollar	NOUN
easat-2208	540	23	?	?	PUNCT
easat-2208	541	1	implications	implication	NOUN
easat-2208	541	2	for	for	ADP
easat-2208	541	3	risk	risk	NOUN
easat-2208	541	4	management	management	NOUN
easat-2208	541	5	.	.	PUNCT
easat-2208	542	1	j.	j.	PROPN
easat-2208	542	2	bank	bank	PROPN
easat-2208	542	3	.	.	PUNCT
easat-2208	543	1	financ	financ	PROPN
easat-2208	543	2	.	.	PUNCT
easat-2208	544	1	37	37	NUM
easat-2208	544	2	,	,	PUNCT
easat-2208	544	3	2665–2676	2665–2676	NUM
easat-2208	544	4	.	.	PUNCT
easat-2208	545	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
easat-2208	545	2	.	.	PUNCT
easat-2208	546	1	jbankfin.2013.03.020	jbankfin.2013.03.020	X
easat-2208	546	2	.	.	PUNCT
easat-2208	547	1	[	[	X
easat-2208	547	2	30	30	NUM
easat-2208	547	3	]	]	X
easat-2208	547	4	reboredo	reboredo	PROPN
easat-2208	547	5	,	,	PUNCT
easat-2208	547	6	j.c	j.c	PROPN
easat-2208	547	7	.	.	PROPN
easat-2208	547	8	,	,	PUNCT
easat-2208	547	9	ugolini	ugolini	PROPN
easat-2208	547	10	,	,	PUNCT
easat-2208	547	11	a.	a.	NOUN
easat-2208	547	12	,	,	PUNCT
easat-2208	547	13	2016	2016	NUM
easat-2208	547	14	.	.	PUNCT
easat-2208	548	1	the	the	DET
easat-2208	548	2	impact	impact	NOUN
easat-2208	548	3	of	of	ADP
easat-2208	548	4	downward	downward	ADJ
easat-2208	548	5	/	/	SYM
easat-2208	548	6	upward	upward	ADJ
easat-2208	548	7	oil	oil	NOUN
easat-2208	548	8	price	price	NOUN
easat-2208	548	9	movements	movement	NOUN
easat-2208	548	10	on	on	ADP
easat-2208	548	11	metal	metal	NOUN
easat-2208	548	12	prices	price	NOUN
easat-2208	548	13	.	.	PUNCT
easat-2208	549	1	resour	resour	NOUN
easat-2208	549	2	.	.	PUNCT
easat-2208	550	1	policy	policy	NOUN
easat-2208	550	2	49	49	NUM
easat-2208	550	3	,	,	PUNCT
easat-2208	550	4	129–141	129–141	NUM
easat-2208	550	5	.	.	PUNCT
easat-2208	551	1	https://doi.org/10.1016/j.resourpol	https://doi.org/10.1016/j.resourpol	NOUN
easat-2208	551	2	.	.	PUNCT
easat-2208	552	1	2016.05.006	2016.05.006	NUM
easat-2208	552	2	.	.	PUNCT
easat-2208	553	1	[	[	X
easat-2208	553	2	31	31	NUM
easat-2208	553	3	]	]	SYM
easat-2208	553	4	rezaeianzadeh	rezaeianzadeh	NOUN
easat-2208	553	5	,	,	PUNCT
easat-2208	553	6	m.	m.	NOUN
easat-2208	553	7	,	,	PUNCT
easat-2208	553	8	tabari	tabari	PROPN
easat-2208	553	9	,	,	PUNCT
easat-2208	553	10	h.	h.	PROPN
easat-2208	553	11	,	,	PUNCT
easat-2208	553	12	yazdi	yazdi	PROPN
easat-2208	553	13	,	,	PUNCT
easat-2208	553	14	a.a	a.a	PROPN
easat-2208	553	15	.	.	PROPN
easat-2208	553	16	,	,	PUNCT
easat-2208	553	17	isik	isik	PROPN
easat-2208	553	18	,	,	PUNCT
easat-2208	553	19	s.	s.	PROPN
easat-2208	553	20	,	,	PUNCT
easat-2208	553	21	kalin	kalin	PROPN
easat-2208	553	22	,	,	PUNCT
easat-2208	553	23	l.	l.	PROPN
easat-2208	553	24	,	,	PUNCT
easat-2208	553	25	2014	2014	NUM
easat-2208	553	26	.	.	PUNCT
easat-2208	554	1	flood	flood	NOUN
easat-2208	554	2	flow	flow	NOUN
easat-2208	554	3	forecasting	forecasting	NOUN
easat-2208	554	4	using	use	VERB
easat-2208	554	5	ann	ann	PROPN
easat-2208	554	6	,	,	PUNCT
easat-2208	554	7	anfis	anfi	VERB
easat-2208	554	8	and	and	CCONJ
easat-2208	554	9	regression	regression	NOUN
easat-2208	554	10	models	model	NOUN
easat-2208	554	11	.	.	PUNCT
easat-2208	555	1	neural	neural	ADJ
easat-2208	555	2	comput	comput	NOUN
easat-2208	555	3	.	.	PUNCT
easat-2208	556	1	appl	appl	PROPN
easat-2208	556	2	.	.	PROPN
easat-2208	557	1	25	25	NUM
easat-2208	557	2	,	,	PUNCT
easat-2208	557	3	25–37	25–37	NUM
easat-2208	557	4	.	.	PUNCT
easat-2208	558	1	https://	https://	PROPN
easat-2208	558	2	doi.org/10.1007/s00521-0131443-6	doi.org/10.1007/s00521-0131443-6	PROPN
easat-2208	558	3	.	.	PUNCT
easat-2208	559	1	[	[	X
easat-2208	559	2	32	32	NUM
easat-2208	559	3	]	]	SYM
easat-2208	559	4	sánchez	sánchez	PROPN
easat-2208	559	5	lasheras	lasheras	PROPN
easat-2208	559	6	,	,	PUNCT
easat-2208	559	7	f.	f.	PROPN
easat-2208	559	8	,	,	PUNCT
easat-2208	559	9	de	de	PROPN
easat-2208	559	10	cos	cos	PROPN
easat-2208	559	11	juez	juez	PROPN
easat-2208	559	12	,	,	PUNCT
easat-2208	559	13	f.j	f.j	PROPN
easat-2208	559	14	.	.	PROPN
easat-2208	559	15	,	,	PUNCT
easat-2208	559	16	suárez	suárez	PROPN
easat-2208	559	17	sánchez	sánchez	PROPN
easat-2208	559	18	,	,	PUNCT
easat-2208	559	19	a.	a.	NOUN
easat-2208	559	20	,	,	PUNCT
easat-2208	559	21	krzemień	krzemień	PROPN
easat-2208	559	22	,	,	PUNCT
easat-2208	559	23	a.	a.	PROPN
easat-2208	559	24	,	,	PUNCT
easat-2208	559	25	riesgo	riesgo	PROPN
easat-2208	559	26	fernández	fernández	PROPN
easat-2208	559	27	,	,	PUNCT
easat-2208	559	28	p.	p.	NOUN
easat-2208	559	29	,	,	PUNCT
easat-2208	559	30	2015	2015	NUM
easat-2208	559	31	.	.	PUNCT
easat-2208	560	1	forecasting	forecast	VERB
easat-2208	560	2	the	the	DET
easat-2208	560	3	comex	comex	PROPN
easat-2208	560	4	copper	copper	NOUN
easat-2208	560	5	spot	spot	NOUN
easat-2208	560	6	price	price	NOUN
easat-2208	560	7	by	by	ADP
easat-2208	560	8	means	mean	NOUN
easat-2208	560	9	of	of	ADP
easat-2208	560	10	neural	neural	ADJ
easat-2208	560	11	networks	network	NOUN
easat-2208	560	12	and	and	CCONJ
easat-2208	560	13	arima	arima	NOUN
easat-2208	560	14	models	model	NOUN
easat-2208	560	15	.	.	PUNCT
easat-2208	561	1	resour	resour	NOUN
easat-2208	561	2	.	.	PUNCT
easat-2208	562	1	policy	policy	NOUN
easat-2208	562	2	45	45	NUM
easat-2208	562	3	,	,	PUNCT
easat-2208	562	4	37–43	37–43	NUM
easat-2208	562	5	.	.	PUNCT
easat-2208	563	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
easat-2208	563	2	.	.	PUNCT
easat-2208	564	1	resourpol.2015.03.004	resourpol.2015.03.004	NOUN
easat-2208	564	2	.	.	PUNCT
easat-2208	565	1	[	[	X
easat-2208	565	2	33	33	NUM
easat-2208	565	3	]	]	X
easat-2208	565	4	sari	sari	NOUN
easat-2208	565	5	,	,	PUNCT
easat-2208	565	6	r.	r.	PROPN
easat-2208	565	7	,	,	PUNCT
easat-2208	565	8	hammoudeh	hammoudeh	PROPN
easat-2208	565	9	,	,	PUNCT
easat-2208	565	10	s.	s.	PROPN
easat-2208	565	11	,	,	PUNCT
easat-2208	565	12	soytas	soyta	NOUN
easat-2208	565	13	,	,	PUNCT
easat-2208	565	14	u.	u.	PROPN
easat-2208	565	15	,	,	PUNCT
easat-2208	565	16	2010	2010	NUM
easat-2208	565	17	.	.	PUNCT
easat-2208	565	18	dynamics	dynamic	NOUN
easat-2208	565	19	of	of	ADP
easat-2208	565	20	oil	oil	NOUN
easat-2208	565	21	price	price	NOUN
easat-2208	565	22	,	,	PUNCT
easat-2208	565	23	precious	precious	ADJ
easat-2208	565	24	metal	metal	NOUN
easat-2208	565	25	prices	price	NOUN
easat-2208	565	26	,	,	PUNCT
easat-2208	565	27	and	and	CCONJ
easat-2208	565	28	exchange	exchange	NOUN
easat-2208	565	29	rate	rate	NOUN
easat-2208	565	30	.	.	PUNCT
easat-2208	566	1	energy	energy	NOUN
easat-2208	566	2	econ	econ	PROPN
easat-2208	566	3	.	.	PUNCT
easat-2208	567	1	32	32	NUM
easat-2208	567	2	,	,	PUNCT
easat-2208	567	3	351–362	351–362	NUM
easat-2208	567	4	.	.	PUNCT
easat-2208	568	1	https://doi.org/10.1016/j.eneco	https://doi.org/10.1016/j.eneco	PROPN
easat-2208	568	2	.	.	PUNCT
easat-2208	569	1	[	[	X
easat-2208	569	2	34	34	NUM
easat-2208	569	3	]	]	X
easat-2208	569	4	2009.08.010	2009.08.010	NUM
easat-2208	569	5	.	.	PUNCT
easat-2208	570	1	[	[	X
easat-2208	570	2	35	35	NUM
easat-2208	570	3	]	]	PUNCT
easat-2208	570	4	schweikert	schweikert	NOUN
easat-2208	570	5	,	,	PUNCT
easat-2208	570	6	k.	k.	PROPN
easat-2208	570	7	,	,	PUNCT
easat-2208	570	8	2018	2018	NUM
easat-2208	570	9	.	.	PUNCT
easat-2208	570	10	are	be	AUX
easat-2208	570	11	gold	gold	NOUN
easat-2208	570	12	and	and	CCONJ
easat-2208	570	13	silver	silver	NOUN
easat-2208	570	14	cointegrated	cointegrate	VERB
easat-2208	570	15	?	?	PUNCT
easat-2208	571	1	new	new	ADJ
easat-2208	571	2	evidence	evidence	NOUN
easat-2208	571	3	from	from	ADP
easat-2208	571	4	quantile	quantile	ADJ
easat-2208	571	5	cointegrating	cointegrate	VERB
easat-2208	571	6	regressions	regression	NOUN
easat-2208	571	7	.	.	PUNCT
easat-2208	572	1	j.	j.	PROPN
easat-2208	572	2	bank	bank	PROPN
easat-2208	572	3	.	.	PUNCT
easat-2208	573	1	financ	financ	PROPN
easat-2208	573	2	.	.	PROPN
easat-2208	574	1	88	88	NUM
easat-2208	574	2	,	,	PUNCT
easat-2208	574	3	44–51	44–51	NUM
easat-2208	574	4	.	.	PUNCT
easat-2208	575	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
easat-2208	575	2	.	.	PUNCT
easat-2208	576	1	jbankfin.2017.11.010	jbankfin.2017.11.010	ADJ
easat-2208	576	2	.	.	PUNCT
easat-2208	577	1	[	[	X
easat-2208	577	2	36	36	NUM
easat-2208	577	3	]	]	PUNCT
easat-2208	577	4	sephton	sephton	NOUN
easat-2208	577	5	,	,	PUNCT
easat-2208	577	6	p.	p.	PROPN
easat-2208	577	7	,	,	PUNCT
easat-2208	577	8	mann	mann	PROPN
easat-2208	577	9	,	,	PUNCT
easat-2208	577	10	j.	j.	PROPN
easat-2208	577	11	,	,	PUNCT
easat-2208	577	12	2018	2018	NUM
easat-2208	577	13	.	.	PUNCT
easat-2208	578	1	gold	gold	NOUN
easat-2208	578	2	and	and	CCONJ
easat-2208	578	3	crude	crude	ADJ
easat-2208	578	4	oil	oil	NOUN
easat-2208	578	5	prices	price	NOUN
easat-2208	578	6	after	after	ADP
easat-2208	578	7	the	the	DET
easat-2208	578	8	great	great	ADJ
easat-2208	578	9	moderation	moderation	NOUN
easat-2208	578	10	.	.	PUNCT
easat-2208	579	1	energy	energy	NOUN
easat-2208	579	2	econ	econ	NOUN
easat-2208	579	3	.	.	PUNCT
easat-2208	580	1	71	71	NUM
easat-2208	580	2	,	,	PUNCT
easat-2208	580	3	273	273	NUM
easat-2208	580	4	–	–	PUNCT
easat-2208	580	5	281	281	NUM
easat-2208	580	6	.	.	PUNCT
easat-2208	581	1	https://doi.org/10.1016/j.eneco.2018.02.022	https://doi.org/10.1016/j.eneco.2018.02.022	NOUN
easat-2208	581	2	.	.	PUNCT
easat-2208	582	1	[	[	X
easat-2208	582	2	37	37	NUM
easat-2208	582	3	]	]	X
easat-2208	582	4	gil	gil	PROPN
easat-2208	582	5	-	-	PROPN
easat-2208	582	6	alana	alana	PROPN
easat-2208	582	7	,	,	PUNCT
easat-2208	582	8	l.a	l.a	PROPN
easat-2208	582	9	.	.	PROPN
easat-2208	582	10	,	,	PUNCT
easat-2208	582	11	yaya	yaya	PROPN
easat-2208	582	12	,	,	PUNCT
easat-2208	582	13	o.s	o.s	PROPN
easat-2208	582	14	.	.	PROPN
easat-2208	582	15	,	,	PUNCT
easat-2208	582	16	awe	awe	PROPN
easat-2208	582	17	,	,	PUNCT
easat-2208	582	18	o.o	o.o	PROPN
easat-2208	582	19	.	.	PROPN
easat-2208	582	20	,	,	PUNCT
easat-2208	582	21	2017	2017	NUM
easat-2208	582	22	.	.	PUNCT
easat-2208	583	1	time	time	NOUN
easat-2208	583	2	series	series	PROPN
easat-2208	583	3	analysis	analysis	NOUN
easat-2208	583	4	of	of	ADP
easat-2208	583	5	co	co	NOUN
easat-2208	583	6	-	-	NOUN
easat-2208	583	7	movements	movement	NOUN
easat-2208	583	8	in	in	ADP
easat-2208	583	9	the	the	DET
easat-2208	583	10	prices	price	NOUN
easat-2208	583	11	of	of	ADP
easat-2208	583	12	gold	gold	NOUN
easat-2208	583	13	and	and	CCONJ
easat-2208	583	14	oil	oil	NOUN
easat-2208	583	15	:	:	PUNCT
easat-2208	583	16	fractional	fractional	ADJ
easat-2208	583	17	cointegration	cointegration	NOUN
easat-2208	583	18	approach	approach	NOUN
easat-2208	583	19	.	.	PUNCT
easat-2208	584	1	resour	resour	NOUN
easat-2208	584	2	.	.	PUNCT
easat-2208	585	1	policy	policy	NOUN
easat-2208	585	2	53	53	NUM
easat-2208	585	3	,	,	PUNCT
easat-2208	585	4	117–124	117–124	NUM
easat-2208	585	5	.	.	PUNCT
easat-2208	585	6	https://doi.org/10.1016/j.resourpol.2017.06.006	https://doi.org/10.1016/j.resourpol.2017.06.006	NOUN
easat-2208	585	7	.	.	PUNCT
easat-2208	586	1	[	[	X
easat-2208	586	2	38	38	NUM
easat-2208	586	3	]	]	SYM
easat-2208	586	4	hamid	hamid	PROPN
easat-2208	586	5	,	,	PUNCT
easat-2208	586	6	s.a	s.a	PROPN
easat-2208	586	7	.	.	PROPN
easat-2208	586	8	,	,	PUNCT
easat-2208	586	9	iqbal	iqbal	PROPN
easat-2208	586	10	,	,	PUNCT
easat-2208	586	11	z.	z.	PROPN
easat-2208	586	12	,	,	PUNCT
easat-2208	586	13	2004	2004	NUM
easat-2208	586	14	.	.	PUNCT
easat-2208	587	1	using	use	VERB
easat-2208	587	2	neural	neural	ADJ
easat-2208	587	3	networks	network	NOUN
easat-2208	587	4	for	for	ADP
easat-2208	587	5	forecasting	forecast	VERB
easat-2208	587	6	volatility	volatility	NOUN
easat-2208	587	7	of	of	ADP
easat-2208	587	8	s&p	s&p	PROPN
easat-2208	587	9	500	500	NUM
easat-2208	587	10	index	index	NOUN
easat-2208	587	11	futures	future	NOUN
easat-2208	587	12	prices	price	NOUN
easat-2208	587	13	.	.	PUNCT
easat-2208	588	1	j.	j.	PROPN
easat-2208	588	2	bus	bus	PROPN
easat-2208	588	3	.	.	PUNCT
easat-2208	589	1	res	re	NOUN
easat-2208	589	2	.	.	PROPN
easat-2208	590	1	57	57	NUM
easat-2208	590	2	,	,	PUNCT
easat-2208	590	3	1116–1125	1116–1125	NUM
easat-2208	590	4	.	.	PUNCT
easat-2208	590	5	https://doi.org/10.1016/s01482963(03)00043-2	https://doi.org/10.1016/s01482963(03)00043-2	PROPN
easat-2208	590	6	.	.	PUNCT
easat-2208	591	1	[	[	X
easat-2208	591	2	39	39	NUM
easat-2208	591	3	]	]	X
easat-2208	591	4	haque	haque	PROPN
easat-2208	591	5	,	,	PUNCT
easat-2208	591	6	m.a	m.a	PROPN
easat-2208	591	7	.	.	PROPN
easat-2208	591	8	,	,	PUNCT
easat-2208	591	9	topal	topal	PROPN
easat-2208	591	10	,	,	PUNCT
easat-2208	591	11	erkan	erkan	PROPN
easat-2208	591	12	,	,	PUNCT
easat-2208	591	13	lilford	lilford	PROPN
easat-2208	591	14	,	,	PUNCT
easat-2208	591	15	eric	eric	PROPN
easat-2208	591	16	,	,	PUNCT
easat-2208	591	17	2015	2015	NUM
easat-2208	591	18	.	.	PUNCT
easat-2208	592	1	relationship	relationship	NOUN
easat-2208	592	2	between	between	ADP
easat-2208	592	3	the	the	DET
easat-2208	592	4	gold	gold	NOUN
easat-2208	592	5	price	price	NOUN
easat-2208	592	6	and	and	CCONJ
easat-2208	592	7	the	the	DET
easat-2208	592	8	australian	australian	ADJ
easat-2208	592	9	dollar	dollar	NOUN
easat-2208	592	10	us	us	PROPN
easat-2208	592	11	dollar	dollar	NOUN
easat-2208	592	12	exchange	exchange	NOUN
easat-2208	592	13	rate	rate	NOUN
easat-2208	592	14	.	.	PUNCT
easat-2208	593	1	miner	miner	NOUN
easat-2208	593	2	.	.	PUNCT
easat-2208	594	1	econ	econ	PROPN
easat-2208	594	2	.	.	PUNCT
easat-2208	595	1	28	28	NUM
easat-2208	595	2	,	,	PUNCT
easat-2208	595	3	65–78	65–78	NUM
easat-2208	595	4	.	.	PUNCT
easat-2208	596	1	https://doi	https://doi	X
easat-2208	596	2	.	.	PUNCT
easat-2208	596	3	org/10.1007	org/10.1007	PROPN
easat-2208	596	4	/	/	SYM
easat-2208	596	5	s13563	s13563	PROPN
easat-2208	596	6	-	-	PUNCT
easat-2208	596	7	015	015	NUM
easat-2208	596	8	-	-	PUNCT
easat-2208	596	9	0067	0067	NUM
easat-2208	596	10	-	-	PUNCT
easat-2208	596	11	y.	y.	NOUN
easat-2208	596	12	[	[	X
easat-2208	596	13	40	40	NUM
easat-2208	596	14	]	]	PUNCT
easat-2208	596	15	he	he	PRON
easat-2208	596	16	,	,	PUNCT
easat-2208	596	17	y.	y.	PROPN
easat-2208	596	18	,	,	PUNCT
easat-2208	596	19	wang	wang	PROPN
easat-2208	596	20	,	,	PUNCT
easat-2208	596	21	s.	s.	PROPN
easat-2208	596	22	,	,	PUNCT
easat-2208	596	23	lai	lai	PROPN
easat-2208	596	24	,	,	PUNCT
easat-2208	596	25	k.k	k.k	PROPN
easat-2208	596	26	.	.	PROPN
easat-2208	596	27	,	,	PUNCT
easat-2208	596	28	2010	2010	NUM
easat-2208	596	29	.	.	PUNCT
easat-2208	597	1	global	global	ADJ
easat-2208	597	2	economic	economic	ADJ
easat-2208	597	3	activity	activity	NOUN
easat-2208	597	4	and	and	CCONJ
easat-2208	597	5	crude	crude	ADJ
easat-2208	597	6	oil	oil	NOUN
easat-2208	597	7	prices	price	NOUN
easat-2208	597	8	:	:	PUNCT
easat-2208	597	9	a	a	DET
easat-2208	597	10	cointegration	cointegration	NOUN
easat-2208	597	11	analysis	analysis	NOUN
easat-2208	597	12	.	.	PUNCT
easat-2208	598	1	energy	energy	NOUN
easat-2208	598	2	econ	econ	NOUN
easat-2208	598	3	.	.	PUNCT
easat-2208	599	1	32	32	NUM
easat-2208	599	2	,	,	PUNCT
easat-2208	599	3	868–876	868–876	NUM
easat-2208	599	4	.	.	PUNCT
easat-2208	600	1	https://doi.org/10.1016/j.eneco.2009.12.005	https://doi.org/10.1016/j.eneco.2009.12.005	NOUN
easat-2208	600	2	.	.	PUNCT
easat-2208	601	1	[	[	X
easat-2208	601	2	41	41	NUM
easat-2208	601	3	]	]	X
easat-2208	601	4	ho	ho	PROPN
easat-2208	601	5	,	,	PUNCT
easat-2208	601	6	r.	r.	PROPN
easat-2208	601	7	,	,	PUNCT
easat-2208	601	8	2006	2006	NUM
easat-2208	601	9	.	.	PUNCT
easat-2208	602	1	handbook	handbook	NOUN
easat-2208	602	2	of	of	ADP
easat-2208	602	3	univariate	univariate	ADJ
easat-2208	602	4	and	and	CCONJ
easat-2208	602	5	multivariate	multivariate	VERB
easat-2208	602	6	data	datum	NOUN
easat-2208	602	7	analysis	analysis	NOUN
easat-2208	602	8	and	and	CCONJ
easat-2208	602	9	interpretation	interpretation	NOUN
easat-2208	602	10	with	with	ADP
easat-2208	602	11	spss	spss	PROPN
easat-2208	602	12	.	.	PUNCT
easat-2208	603	1	chapman	chapman	PROPN
easat-2208	603	2	&	&	CCONJ
easat-2208	603	3	hall	hall	PROPN
easat-2208	603	4	/	/	SYM
easat-2208	603	5	crc	crc	PROPN
easat-2208	603	6	,	,	PUNCT
easat-2208	603	7	boca	boca	PROPN
easat-2208	603	8	raton	raton	PROPN
easat-2208	603	9	.	.	PUNCT
easat-2208	604	1	https://doi.org/10.1016/j.resourpol.2018.01.007	https://doi.org/10.1016/j.resourpol.2018.01.007	PROPN
easat-2208	604	2	https://doi.org/10.1016/j.jbankfin.2013.03.020	https://doi.org/10.1016/j.jbankfin.2013.03.020	PROPN
easat-2208	604	3	https://doi.org/10.1016/j.jbankfin.2013.03.020	https://doi.org/10.1016/j.jbankfin.2013.03.020	DET
easat-2208	604	4	https://doi.org/10.1016/j.resourpol.2016.05.006	https://doi.org/10.1016/j.resourpol.2016.05.006	ADJ
easat-2208	604	5	https://doi.org/10.1016/j.resourpol.2016.05.006	https://doi.org/10.1016/j.resourpol.2016.05.006	PROPN
easat-2208	604	6	https://doi.org/10.1007/s00521-013-1443-6	https://doi.org/10.1007/s00521-013-1443-6	NUM
easat-2208	604	7	https://doi.org/10.1007/s00521-013-1443-6	https://doi.org/10.1007/s00521-013-1443-6	X
easat-2208	604	8	https://doi.org/10.1007/s00521-013-1443-6	https://doi.org/10.1007/s00521-013-1443-6	X
easat-2208	605	1	https://doi.org/10.1016/j.resourpol.2015.03.004	https://doi.org/10.1016/j.resourpol.2015.03.004	NOUN
easat-2208	605	2	https://doi.org/10.1016/j.resourpol.2015.03.004	https://doi.org/10.1016/j.resourpol.2015.03.004	NOUN
easat-2208	605	3	https://doi.org/10.1016/j.eneco.2009.08.010	https://doi.org/10.1016/j.eneco.2009.08.010	NOUN
easat-2208	605	4	https://doi.org/10.1016/j.eneco.2009.08.010	https://doi.org/10.1016/j.eneco.2009.08.010	NOUN
easat-2208	605	5	https://doi.org/10.1016/j.jbankfin.2017.11.010	https://doi.org/10.1016/j.jbankfin.2017.11.010	PROPN
easat-2208	605	6	https://doi.org/10.1016/j.jbankfin.2017.11.010	https://doi.org/10.1016/j.jbankfin.2017.11.010	PROPN
easat-2208	605	7	https://doi.org/10.1016/j.eneco.2018.02.022	https://doi.org/10.1016/j.eneco.2018.02.022	PROPN
easat-2208	605	8	https://doi.org/10.1016/j.resourpol.2017.06.006	https://doi.org/10.1016/j.resourpol.2017.06.006	PROPN
easat-2208	605	9	https://doi.org/10.1016/s0148-2963(03)00043-2	https://doi.org/10.1016/s0148-2963(03)00043-2	PROPN
easat-2208	605	10	https://doi.org/10.1016/s0148-2963(03)00043-2	https://doi.org/10.1016/s0148-2963(03)00043-2	PROPN
easat-2208	606	1	https://doi.org/10.1007/s13563-015-0067-y	https://doi.org/10.1007/s13563-015-0067-y	PROPN
easat-2208	606	2	https://doi.org/10.1007/s13563-015-0067-y	https://doi.org/10.1007/s13563-015-0067-y	PROPN
easat-2208	606	3	https://doi.org/10.1016/j.eneco.2009.12.005	https://doi.org/10.1016/j.eneco.2009.12.005	VERB
easat-2208	606	4	http://refhub.elsevier.com/s0301-4207(18)30492-6/sbref33	http://refhub.elsevier.com/s0301-4207(18)30492-6/sbref33	PROPN
easat-2208	606	5	http://refhub.elsevier.com/s0301-4207(18)30492-6/sbref33	http://refhub.elsevier.com/s0301-4207(18)30492-6/sbref33	X
easat-2208	606	6	http://refhub.elsevier.com/s0301-4207(18)30492-6/sbref33	http://refhub.elsevier.com/s0301-4207(18)30492-6/sbref33	X