id	sid	tid	token	lemma	pos
easat-1482	1	1	edelweiss	edelweiss	PROPN
easat-1482	1	2	applied	apply	VERB
easat-1482	1	3	science	science	NOUN
easat-1482	1	4	and	and	CCONJ
easat-1482	1	5	technology	technology	NOUN
easat-1482	1	6	issn	issn	PROPN
easat-1482	1	7	:	:	PUNCT
easat-1482	1	8	2576	2576	NUM
easat-1482	1	9	-	-	SYM
easat-1482	1	10	8484	8484	NUM
easat-1482	1	11	vol	vol	NOUN
easat-1482	1	12	.	.	PROPN
easat-1482	1	13	8	8	NUM
easat-1482	1	14	,	,	PUNCT
easat-1482	1	15	no	no	INTJ
easat-1482	1	16	.	.	NOUN
easat-1482	1	17	4	4	NUM
easat-1482	1	18	,	,	PUNCT
easat-1482	1	19	1065	1065	NUM
easat-1482	1	20	-	-	SYM
easat-1482	1	21	1076	1076	NUM
easat-1482	1	22	2024	2024	NUM
easat-1482	1	23	publisher	publisher	NOUN
easat-1482	1	24	:	:	PUNCT
easat-1482	1	25	learning	learn	VERB
easat-1482	1	26	gate	gate	NOUN
easat-1482	1	27	doi	doi	PROPN
easat-1482	1	28	:	:	PUNCT
easat-1482	1	29	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	1	30	©	©	ADP
easat-1482	1	31	2024	2024	NUM
easat-1482	1	32	by	by	ADP
easat-1482	1	33	the	the	DET
easat-1482	1	34	authors	author	NOUN
easat-1482	1	35	;	;	PUNCT
easat-1482	1	36	licensee	licensee	PROPN
easat-1482	1	37	learning	learning	NOUN
easat-1482	1	38	gate	gate	NOUN
easat-1482	1	39	©	©	PROPN
easat-1482	1	40	2024	2024	NUM
easat-1482	1	41	by	by	ADP
easat-1482	1	42	the	the	DET
easat-1482	1	43	authors	author	NOUN
easat-1482	1	44	;	;	PUNCT
easat-1482	1	45	licensee	licensee	PROPN
easat-1482	1	46	learning	learn	VERB
easat-1482	1	47	gate	gate	NOUN
easat-1482	1	48	*	*	PUNCT
easat-1482	1	49	correspondence	correspondence	NOUN
easat-1482	1	50	:	:	PUNCT
easat-1482	1	51	agustina@mikroskil.ac.id	agustina@mikroskil.ac.id	ADJ
easat-1482	1	52	investment	investment	NOUN
easat-1482	1	53	volatility	volatility	NOUN
easat-1482	1	54	during	during	ADP
easat-1482	1	55	red	red	ADJ
easat-1482	1	56	sea	sea	NOUN
easat-1482	1	57	crisis	crisis	NOUN
easat-1482	1	58	:	:	PUNCT
easat-1482	1	59	study	study	NOUN
easat-1482	1	60	in	in	ADP
easat-1482	1	61	asean	asean	ADJ
easat-1482	1	62	country	country	NOUN
easat-1482	1	63	agustina1	agustina1	PROPN
easat-1482	1	64	*	*	PROPN
easat-1482	1	65	,	,	PUNCT
easat-1482	1	66	andreani	andreani	PROPN
easat-1482	1	67	caroline	caroline	PROPN
easat-1482	1	68	barus2	barus2	PROPN
easat-1482	1	69	,	,	PUNCT
easat-1482	1	70	syafira	syafira	ADJ
easat-1482	1	71	ulya	ulya	ADJ
easat-1482	1	72	firza3	firza3	NOUN
easat-1482	1	73	,	,	PUNCT
easat-1482	1	74	fandi	fandi	NOUN
easat-1482	1	75	halim4	halim4	PROPN
easat-1482	1	76	,	,	PUNCT
easat-1482	1	77	litka	litka	PROPN
easat-1482	1	78	tiadoraria	tiadoraria	PROPN
easat-1482	1	79	br	br	PROPN
easat-1482	2	1	ginting5	ginting5	PROPN
easat-1482	3	1	1,2,3,4,5universitas	1,2,3,4,5universitas	NUM
easat-1482	3	2	mikroskil	mikroskil	NOUN
easat-1482	3	3	,	,	PUNCT
easat-1482	3	4	medan	medan	PROPN
easat-1482	3	5	,	,	PUNCT
easat-1482	3	6	north	north	NOUN
easat-1482	3	7	sumatera	sumatera	PROPN
easat-1482	3	8	,	,	PUNCT
easat-1482	3	9	indonesia	indonesia	PROPN
easat-1482	3	10	;	;	PUNCT
easat-1482	3	11	agustina@mikroskil.ac.id	agustina@mikroskil.ac.id	PROPN
easat-1482	3	12	(	(	PUNCT
easat-1482	3	13	a.	a.	NOUN
easat-1482	3	14	)	)	PUNCT
easat-1482	3	15	andreani@mikroskil.ac.id	andreani@mikroskil.ac.id	PROPN
easat-1482	3	16	(	(	PUNCT
easat-1482	3	17	a.c.b	a.c.b	NOUN
easat-1482	3	18	.	.	PUNCT
easat-1482	3	19	)	)	PUNCT
easat-1482	3	20	syafira.firza@mikroskil.ac.id	syafira.firza@mikroskil.ac.id	NUM
easat-1482	3	21	(	(	PUNCT
easat-1482	3	22	s.u.f	s.u.f	NOUN
easat-1482	3	23	.	.	PUNCT
easat-1482	3	24	)	)	PUNCT
easat-1482	4	1	fandi@mikroskil.ac.id	fandi@mikroskil.ac.id	NOUN
easat-1482	4	2	(	(	PUNCT
easat-1482	4	3	f.h	f.h	PROPN
easat-1482	4	4	.	.	PROPN
easat-1482	4	5	)	)	PUNCT
easat-1482	4	6	litka.ginting@mikroskil.ac.id	litka.ginting@mikroskil.ac.id	PUNCT
easat-1482	4	7	(	(	PUNCT
easat-1482	4	8	l.t.b.g	l.t.b.g	PROPN
easat-1482	4	9	.	.	PUNCT
easat-1482	4	10	)	)	PUNCT
easat-1482	5	1	abstract	abstract	NOUN
easat-1482	5	2	:	:	PUNCT
easat-1482	5	3	the	the	DET
easat-1482	5	4	objective	objective	NOUN
easat-1482	5	5	of	of	ADP
easat-1482	5	6	this	this	DET
easat-1482	5	7	research	research	NOUN
easat-1482	5	8	is	be	AUX
easat-1482	5	9	to	to	PART
easat-1482	5	10	investigate	investigate	VERB
easat-1482	5	11	the	the	DET
easat-1482	5	12	volatility	volatility	NOUN
easat-1482	5	13	of	of	ADP
easat-1482	5	14	investment	investment	NOUN
easat-1482	5	15	instruments	instrument	NOUN
easat-1482	5	16	,	,	PUNCT
easat-1482	5	17	with	with	ADP
easat-1482	5	18	the	the	DET
easat-1482	5	19	aim	aim	NOUN
easat-1482	5	20	of	of	ADP
easat-1482	5	21	providing	provide	VERB
easat-1482	5	22	the	the	DET
easat-1482	5	23	best	good	ADJ
easat-1482	5	24	model	model	NOUN
easat-1482	5	25	for	for	ADP
easat-1482	5	26	predicting	predict	VERB
easat-1482	5	27	investment	investment	NOUN
easat-1482	5	28	value	value	NOUN
easat-1482	5	29	.	.	PUNCT
easat-1482	6	1	in	in	ADP
easat-1482	6	2	this	this	DET
easat-1482	6	3	topic	topic	NOUN
easat-1482	6	4	,	,	PUNCT
easat-1482	6	5	the	the	DET
easat-1482	6	6	main	main	ADJ
easat-1482	6	7	concepts	concept	NOUN
easat-1482	6	8	and	and	CCONJ
easat-1482	6	9	theories	theory	NOUN
easat-1482	6	10	that	that	PRON
easat-1482	6	11	underpin	underpin	VERB
easat-1482	6	12	the	the	DET
easat-1482	6	13	research	research	NOUN
easat-1482	6	14	are	be	AUX
easat-1482	6	15	presented	present	VERB
easat-1482	6	16	.	.	PUNCT
easat-1482	7	1	efficient	efficient	ADJ
easat-1482	7	2	market	market	NOUN
easat-1482	7	3	hypothesis	hypothesis	NOUN
easat-1482	7	4	and	and	CCONJ
easat-1482	7	5	rational	rational	ADJ
easat-1482	7	6	expectations	expectation	NOUN
easat-1482	7	7	theory	theory	NOUN
easat-1482	7	8	stand	stand	VERB
easat-1482	7	9	out	out	ADP
easat-1482	7	10	,	,	PUNCT
easat-1482	7	11	providing	provide	VERB
easat-1482	7	12	a	a	DET
easat-1482	7	13	solid	solid	ADJ
easat-1482	7	14	basis	basis	NOUN
easat-1482	7	15	for	for	ADP
easat-1482	7	16	understanding	understand	VERB
easat-1482	7	17	the	the	DET
easat-1482	7	18	context	context	NOUN
easat-1482	7	19	of	of	ADP
easat-1482	7	20	the	the	DET
easat-1482	7	21	investigation	investigation	NOUN
easat-1482	7	22	.	.	PUNCT
easat-1482	8	1	the	the	DET
easat-1482	8	2	methodology	methodology	NOUN
easat-1482	8	3	adopted	adopt	VERB
easat-1482	8	4	for	for	ADP
easat-1482	8	5	this	this	DET
easat-1482	8	6	research	research	NOUN
easat-1482	8	7	garch	garch	NOUN
easat-1482	8	8	modelling	modelling	NOUN
easat-1482	8	9	to	to	ADP
easat-1482	8	10	analysis	analysis	NOUN
easat-1482	8	11	investment	investment	NOUN
easat-1482	8	12	instrument	instrument	NOUN
easat-1482	8	13	and	and	CCONJ
easat-1482	8	14	the	the	DET
easat-1482	8	15	impact	impact	NOUN
easat-1482	8	16	of	of	ADP
easat-1482	8	17	its	its	PRON
easat-1482	8	18	volatility	volatility	NOUN
easat-1482	8	19	.	.	PUNCT
easat-1482	9	1	data	datum	NOUN
easat-1482	9	2	collection	collection	NOUN
easat-1482	9	3	was	be	AUX
easat-1482	9	4	carried	carry	VERB
easat-1482	9	5	out	out	ADP
easat-1482	9	6	through	through	ADP
easat-1482	9	7	yahoo	yahoo	PROPN
easat-1482	9	8	finance	finance	NOUN
easat-1482	9	9	website	website	NOUN
easat-1482	9	10	and	and	CCONJ
easat-1482	9	11	investing	invest	VERB
easat-1482	9	12	website	website	NOUN
easat-1482	9	13	during	during	ADP
easat-1482	9	14	red	red	PROPN
easat-1482	9	15	sea	sea	PROPN
easat-1482	9	16	war	war	NOUN
easat-1482	9	17	event	event	NOUN
easat-1482	9	18	.	.	PUNCT
easat-1482	10	1	the	the	DET
easat-1482	10	2	research	research	NOUN
easat-1482	10	3	identified	identify	VERB
easat-1482	10	4	optimal	optimal	ADJ
easat-1482	10	5	garch	garch	NOUN
easat-1482	10	6	models	model	NOUN
easat-1482	10	7	for	for	ADP
easat-1482	10	8	different	different	ADJ
easat-1482	10	9	indexes	index	NOUN
easat-1482	10	10	and	and	CCONJ
easat-1482	10	11	assets	asset	NOUN
easat-1482	10	12	:	:	PUNCT
easat-1482	10	13	garch	garch	NOUN
easat-1482	10	14	(	(	PUNCT
easat-1482	10	15	1,1	1,1	NUM
easat-1482	10	16	)	)	PUNCT
easat-1482	10	17	for	for	ADP
easat-1482	10	18	jci	jci	PROPN
easat-1482	10	19	,	,	PUNCT
easat-1482	10	20	sti	sti	PROPN
easat-1482	10	21	,	,	PUNCT
easat-1482	10	22	set	set	NOUN
easat-1482	10	23	,	,	PUNCT
easat-1482	10	24	and	and	CCONJ
easat-1482	10	25	bitcoin	bitcoin	NOUN
easat-1482	10	26	,	,	PUNCT
easat-1482	10	27	e	e	NOUN
easat-1482	10	28	-	-	NOUN
easat-1482	10	29	garch	garch	ADJ
easat-1482	10	30	(	(	PUNCT
easat-1482	10	31	1,1	1,1	NUM
easat-1482	10	32	)	)	PUNCT
easat-1482	10	33	for	for	ADP
easat-1482	10	34	klse	klse	NOUN
easat-1482	10	35	,	,	PUNCT
easat-1482	10	36	pse	pse	NOUN
easat-1482	10	37	,	,	PUNCT
easat-1482	10	38	and	and	CCONJ
easat-1482	10	39	vse	vse	NOUN
easat-1482	10	40	,	,	PUNCT
easat-1482	10	41	and	and	CCONJ
easat-1482	10	42	gjr	gjr	NOUN
easat-1482	10	43	-	-	PUNCT
easat-1482	10	44	garch	garch	NOUN
easat-1482	10	45	(	(	PUNCT
easat-1482	10	46	1,1	1,1	NUM
easat-1482	10	47	)	)	PUNCT
easat-1482	10	48	for	for	ADP
easat-1482	10	49	gold	gold	NOUN
easat-1482	10	50	.	.	PUNCT
easat-1482	11	1	it	it	PRON
easat-1482	11	2	discussed	discuss	VERB
easat-1482	11	3	volatility	volatility	NOUN
easat-1482	11	4	persistence	persistence	NOUN
easat-1482	11	5	and	and	CCONJ
easat-1482	11	6	leverage	leverage	NOUN
easat-1482	11	7	effects	effect	NOUN
easat-1482	11	8	during	during	ADP
easat-1482	11	9	the	the	DET
easat-1482	11	10	red	red	PROPN
easat-1482	11	11	sea	sea	PROPN
easat-1482	11	12	war	war	NOUN
easat-1482	11	13	,	,	PUNCT
easat-1482	11	14	considering	consider	VERB
easat-1482	11	15	model	model	NOUN
easat-1482	11	16	sensitivities	sensitivity	NOUN
easat-1482	11	17	,	,	PUNCT
easat-1482	11	18	geopolitical	geopolitical	ADJ
easat-1482	11	19	impacts	impact	NOUN
easat-1482	11	20	,	,	PUNCT
easat-1482	11	21	and	and	CCONJ
easat-1482	11	22	research	research	NOUN
easat-1482	11	23	limitations	limitation	NOUN
easat-1482	11	24	.	.	PUNCT
easat-1482	12	1	this	this	DET
easat-1482	12	2	research	research	NOUN
easat-1482	12	3	's	's	PART
easat-1482	12	4	practical	practical	ADJ
easat-1482	12	5	and	and	CCONJ
easat-1482	12	6	theoretical	theoretical	ADJ
easat-1482	12	7	implications	implication	NOUN
easat-1482	12	8	inform	inform	VERB
easat-1482	12	9	financial	financial	ADJ
easat-1482	12	10	risk	risk	NOUN
easat-1482	12	11	management	management	NOUN
easat-1482	12	12	,	,	PUNCT
easat-1482	12	13	highlighting	highlight	VERB
easat-1482	12	14	the	the	DET
easat-1482	12	15	importance	importance	NOUN
easat-1482	12	16	of	of	ADP
easat-1482	12	17	robust	robust	ADJ
easat-1482	12	18	volatility	volatility	NOUN
easat-1482	12	19	modeling	modeling	NOUN
easat-1482	12	20	.	.	PUNCT
easat-1482	13	1	the	the	DET
easat-1482	13	2	findings	finding	NOUN
easat-1482	13	3	can	can	AUX
easat-1482	13	4	enhance	enhance	VERB
easat-1482	13	5	portfolio	portfolio	NOUN
easat-1482	13	6	optimization	optimization	NOUN
easat-1482	13	7	and	and	CCONJ
easat-1482	13	8	investment	investment	NOUN
easat-1482	13	9	strategies	strategy	NOUN
easat-1482	13	10	during	during	ADP
easat-1482	13	11	geopolitical	geopolitical	ADJ
easat-1482	13	12	instability	instability	NOUN
easat-1482	13	13	.	.	PUNCT
easat-1482	14	1	these	these	DET
easat-1482	14	2	insights	insight	NOUN
easat-1482	14	3	underscore	underscore	VERB
easat-1482	14	4	the	the	DET
easat-1482	14	5	need	need	NOUN
easat-1482	14	6	for	for	ADP
easat-1482	14	7	sophisticated	sophisticated	ADJ
easat-1482	14	8	approaches	approach	NOUN
easat-1482	14	9	to	to	PART
easat-1482	14	10	manage	manage	VERB
easat-1482	14	11	financial	financial	ADJ
easat-1482	14	12	risks	risk	NOUN
easat-1482	14	13	effectively	effectively	ADV
easat-1482	14	14	.	.	PUNCT
easat-1482	15	1	this	this	DET
easat-1482	15	2	research	research	NOUN
easat-1482	15	3	uses	use	VERB
easat-1482	15	4	advanced	advanced	ADJ
easat-1482	15	5	garch	garch	NOUN
easat-1482	15	6	models	model	NOUN
easat-1482	15	7	to	to	PART
easat-1482	15	8	analyze	analyze	VERB
easat-1482	15	9	volatility	volatility	NOUN
easat-1482	15	10	during	during	ADP
easat-1482	15	11	the	the	DET
easat-1482	15	12	red	red	PROPN
easat-1482	15	13	sea	sea	NOUN
easat-1482	15	14	crisis	crisis	NOUN
easat-1482	15	15	,	,	PUNCT
easat-1482	15	16	revealing	reveal	VERB
easat-1482	15	17	asset	asset	NOUN
easat-1482	15	18	-	-	PUNCT
easat-1482	15	19	specific	specific	ADJ
easat-1482	15	20	behaviors	behavior	NOUN
easat-1482	15	21	under	under	ADP
easat-1482	15	22	geopolitical	geopolitical	ADJ
easat-1482	15	23	stress	stress	NOUN
easat-1482	15	24	.	.	PUNCT
easat-1482	16	1	the	the	DET
easat-1482	16	2	findings	finding	NOUN
easat-1482	16	3	improve	improve	VERB
easat-1482	16	4	financial	financial	ADJ
easat-1482	16	5	risk	risk	NOUN
easat-1482	16	6	management	management	NOUN
easat-1482	16	7	and	and	CCONJ
easat-1482	16	8	investment	investment	NOUN
easat-1482	16	9	strategies	strategy	NOUN
easat-1482	16	10	in	in	ADP
easat-1482	16	11	unstable	unstable	ADJ
easat-1482	16	12	conditions	condition	NOUN
easat-1482	16	13	,	,	PUNCT
easat-1482	16	14	enhancing	enhance	VERB
easat-1482	16	15	volatility	volatility	NOUN
easat-1482	16	16	predictions	prediction	NOUN
easat-1482	16	17	and	and	CCONJ
easat-1482	16	18	professional	professional	ADJ
easat-1482	16	19	practices	practice	NOUN
easat-1482	16	20	.	.	PUNCT
easat-1482	17	1	keywords	keyword	NOUN
easat-1482	17	2	:	:	PUNCT
easat-1482	17	3	asean	asean	ADJ
easat-1482	17	4	,	,	PUNCT
easat-1482	17	5	garch	garch	NOUN
easat-1482	17	6	,	,	PUNCT
easat-1482	17	7	investment	investment	NOUN
easat-1482	17	8	,	,	PUNCT
easat-1482	17	9	red	red	ADJ
easat-1482	17	10	sea	sea	NOUN
easat-1482	17	11	crisis	crisis	NOUN
easat-1482	17	12	,	,	PUNCT
easat-1482	17	13	volatility	volatility	NOUN
easat-1482	17	14	.	.	PUNCT
easat-1482	18	1	1	1	X
easat-1482	18	2	.	.	X
easat-1482	18	3	introduction	introduction	NOUN
easat-1482	18	4	investment	investment	NOUN
easat-1482	18	5	plays	play	VERB
easat-1482	18	6	a	a	DET
easat-1482	18	7	critical	critical	ADJ
easat-1482	18	8	role	role	NOUN
easat-1482	18	9	in	in	ADP
easat-1482	18	10	a	a	DET
easat-1482	18	11	country	country	NOUN
easat-1482	18	12	's	's	PART
easat-1482	18	13	economic	economic	ADJ
easat-1482	18	14	growth	growth	NOUN
easat-1482	18	15	.	.	PUNCT
easat-1482	19	1	investment	investment	NOUN
easat-1482	19	2	market	market	NOUN
easat-1482	19	3	stability	stability	NOUN
easat-1482	19	4	and	and	CCONJ
easat-1482	19	5	predictability	predictability	NOUN
easat-1482	19	6	are	be	AUX
easat-1482	19	7	essential	essential	ADJ
easat-1482	19	8	to	to	PART
easat-1482	19	9	attract	attract	VERB
easat-1482	19	10	and	and	CCONJ
easat-1482	19	11	retain	retain	VERB
easat-1482	19	12	investors	investor	NOUN
easat-1482	19	13	,	,	PUNCT
easat-1482	19	14	both	both	CCONJ
easat-1482	19	15	domestic	domestic	ADJ
easat-1482	19	16	and	and	CCONJ
easat-1482	19	17	international	international	ADJ
easat-1482	19	18	,	,	PUNCT
easat-1482	19	19	as	as	SCONJ
easat-1482	19	20	it	it	PRON
easat-1482	19	21	will	will	AUX
easat-1482	19	22	provide	provide	VERB
easat-1482	19	23	the	the	DET
easat-1482	19	24	necessary	necessary	ADJ
easat-1482	19	25	certainty	certainty	NOUN
easat-1482	19	26	and	and	CCONJ
easat-1482	19	27	confidence	confidence	NOUN
easat-1482	19	28	for	for	SCONJ
easat-1482	19	29	investors	investor	NOUN
easat-1482	19	30	to	to	PART
easat-1482	19	31	make	make	VERB
easat-1482	19	32	sustainable	sustainable	ADJ
easat-1482	19	33	and	and	CCONJ
easat-1482	19	34	profitable	profitable	ADJ
easat-1482	19	35	investment	investment	NOUN
easat-1482	19	36	decisions	decision	NOUN
easat-1482	19	37	.	.	PUNCT
easat-1482	20	1	however	however	ADV
easat-1482	20	2	,	,	PUNCT
easat-1482	20	3	global	global	ADJ
easat-1482	20	4	geopolitical	geopolitical	ADJ
easat-1482	20	5	conditions	condition	NOUN
easat-1482	20	6	often	often	ADV
easat-1482	20	7	pose	pose	VERB
easat-1482	20	8	challenges	challenge	NOUN
easat-1482	20	9	which	which	PRON
easat-1482	20	10	potentially	potentially	ADV
easat-1482	20	11	disrupt	disrupt	VERB
easat-1482	20	12	such	such	ADJ
easat-1482	20	13	stability	stability	NOUN
easat-1482	20	14	.	.	PUNCT
easat-1482	21	1	one	one	NUM
easat-1482	21	2	example	example	NOUN
easat-1482	21	3	of	of	ADP
easat-1482	21	4	a	a	DET
easat-1482	21	5	geopolitical	geopolitical	ADJ
easat-1482	21	6	crisis	crisis	NOUN
easat-1482	21	7	that	that	PRON
easat-1482	21	8	occurred	occur	VERB
easat-1482	21	9	was	be	AUX
easat-1482	21	10	the	the	DET
easat-1482	21	11	red	red	PROPN
easat-1482	21	12	sea	sea	NOUN
easat-1482	21	13	crisis	crisis	NOUN
easat-1482	21	14	,	,	PUNCT
easat-1482	21	15	which	which	PRON
easat-1482	21	16	had	have	VERB
easat-1482	21	17	a	a	DET
easat-1482	21	18	wide	wide	ADJ
easat-1482	21	19	impact	impact	NOUN
easat-1482	21	20	on	on	ADP
easat-1482	21	21	global	global	ADJ
easat-1482	21	22	economy	economy	NOUN
easat-1482	21	23	,	,	PUNCT
easat-1482	21	24	including	include	VERB
easat-1482	21	25	asean	asean	ADJ
easat-1482	21	26	region	region	NOUN
easat-1482	21	27	.	.	PUNCT
easat-1482	22	1	the	the	DET
easat-1482	22	2	red	red	PROPN
easat-1482	22	3	sea	sea	NOUN
easat-1482	22	4	crisis	crisis	NOUN
easat-1482	22	5	is	be	AUX
easat-1482	22	6	a	a	DET
easat-1482	22	7	geopolitical	geopolitical	ADJ
easat-1482	22	8	conflict	conflict	NOUN
easat-1482	22	9	involving	involve	VERB
easat-1482	22	10	several	several	ADJ
easat-1482	22	11	countries	country	NOUN
easat-1482	22	12	in	in	ADP
easat-1482	22	13	the	the	DET
easat-1482	22	14	region	region	NOUN
easat-1482	22	15	,	,	PUNCT
easat-1482	22	16	with	with	ADP
easat-1482	22	17	implications	implication	NOUN
easat-1482	22	18	that	that	PRON
easat-1482	22	19	go	go	VERB
easat-1482	22	20	far	far	ADV
easat-1482	22	21	beyond	beyond	ADP
easat-1482	22	22	regional	regional	ADJ
easat-1482	22	23	boundaries	boundary	NOUN
easat-1482	22	24	.	.	PUNCT
easat-1482	23	1	this	this	DET
easat-1482	23	2	conflict	conflict	NOUN
easat-1482	23	3	not	not	PART
easat-1482	23	4	only	only	ADV
easat-1482	23	5	disrupts	disrupt	VERB
easat-1482	23	6	international	international	ADJ
easat-1482	23	7	trade	trade	NOUN
easat-1482	23	8	,	,	PUNCT
easat-1482	23	9	but	but	CCONJ
easat-1482	23	10	also	also	ADV
easat-1482	23	11	creates	create	VERB
easat-1482	23	12	uncertainty	uncertainty	NOUN
easat-1482	23	13	for	for	ADP
easat-1482	23	14	investors	investor	NOUN
easat-1482	23	15	.	.	PUNCT
easat-1482	24	1	political	political	ADJ
easat-1482	24	2	instability	instability	NOUN
easat-1482	24	3	and	and	CCONJ
easat-1482	24	4	increasing	increase	VERB
easat-1482	24	5	security	security	NOUN
easat-1482	24	6	threats	threat	NOUN
easat-1482	24	7	lead	lead	VERB
easat-1482	24	8	to	to	ADP
easat-1482	24	9	high	high	ADJ
easat-1482	24	10	market	market	NOUN
easat-1482	24	11	volatility	volatility	NOUN
easat-1482	24	12	,	,	PUNCT
easat-1482	24	13	which	which	PRON
easat-1482	24	14	in	in	ADP
easat-1482	24	15	turn	turn	NOUN
easat-1482	24	16	influences	influence	VERB
easat-1482	24	17	investment	investment	NOUN
easat-1482	24	18	decisions	decision	NOUN
easat-1482	24	19	in	in	ADP
easat-1482	24	20	various	various	ADJ
easat-1482	24	21	sectors	sector	NOUN
easat-1482	24	22	of	of	ADP
easat-1482	24	23	the	the	DET
easat-1482	24	24	economy	economy	NOUN
easat-1482	24	25	.	.	PUNCT
easat-1482	25	1	this	this	DET
easat-1482	25	2	condition	condition	NOUN
easat-1482	25	3	not	not	PART
easat-1482	25	4	only	only	ADV
easat-1482	25	5	affects	affect	VERB
easat-1482	25	6	countries	country	NOUN
easat-1482	25	7	directly	directly	ADV
easat-1482	25	8	involved	involve	VERB
easat-1482	25	9	in	in	ADP
easat-1482	25	10	the	the	DET
easat-1482	25	11	conflict	conflict	NOUN
easat-1482	25	12	,	,	PUNCT
easat-1482	25	13	but	but	CCONJ
easat-1482	25	14	also	also	ADV
easat-1482	25	15	has	have	VERB
easat-1482	25	16	an	an	DET
easat-1482	25	17	impact	impact	NOUN
easat-1482	25	18	on	on	ADP
easat-1482	25	19	other	other	ADJ
easat-1482	25	20	regions	region	NOUN
easat-1482	25	21	with	with	ADP
easat-1482	25	22	close	close	ADJ
easat-1482	25	23	economic	economic	ADJ
easat-1482	25	24	ties	tie	NOUN
easat-1482	25	25	,	,	PUNCT
easat-1482	25	26	including	include	VERB
easat-1482	25	27	asean	asean	ADJ
easat-1482	25	28	countries	country	NOUN
easat-1482	25	29	asean	asean	ADJ
easat-1482	25	30	countries	country	NOUN
easat-1482	25	31	with	with	ADP
easat-1482	25	32	interconnected	interconnected	ADJ
easat-1482	25	33	economies	economy	NOUN
easat-1482	25	34	are	be	AUX
easat-1482	25	35	highly	highly	ADV
easat-1482	25	36	dependent	dependent	ADJ
easat-1482	25	37	on	on	ADP
easat-1482	25	38	international	international	ADJ
easat-1482	25	39	trade	trade	NOUN
easat-1482	25	40	and	and	CCONJ
easat-1482	25	41	are	be	AUX
easat-1482	25	42	therefore	therefore	ADV
easat-1482	25	43	particularly	particularly	ADV
easat-1482	25	44	vulnerable	vulnerable	ADJ
easat-1482	25	45	to	to	ADP
easat-1482	25	46	external	external	ADJ
easat-1482	25	47	shocks	shock	NOUN
easat-1482	25	48	such	such	ADJ
easat-1482	25	49	as	as	ADP
easat-1482	25	50	the	the	DET
easat-1482	25	51	red	red	PROPN
easat-1482	25	52	sea	sea	NOUN
easat-1482	25	53	crisis	crisis	NOUN
easat-1482	25	54	.	.	PUNCT
easat-1482	26	1	fluctuations	fluctuation	NOUN
easat-1482	26	2	in	in	ADP
easat-1482	26	3	investment	investment	NOUN
easat-1482	26	4	flows	flow	NOUN
easat-1482	26	5	,	,	PUNCT
easat-1482	26	6	exchange	exchange	NOUN
easat-1482	26	7	rates	rate	NOUN
easat-1482	26	8	,	,	PUNCT
easat-1482	26	9	and	and	CCONJ
easat-1482	26	10	stock	stock	NOUN
easat-1482	26	11	markets	market	NOUN
easat-1482	26	12	are	be	AUX
easat-1482	26	13	some	some	PRON
easat-1482	26	14	of	of	ADP
easat-1482	26	15	the	the	DET
easat-1482	26	16	impacts	impact	NOUN
easat-1482	26	17	of	of	ADP
easat-1482	26	18	this	this	DET
easat-1482	26	19	crisis	crisis	NOUN
easat-1482	26	20	on	on	ADP
easat-1482	26	21	the	the	DET
easat-1482	26	22	https://orcid.org/https:/0009-0004-8987-6646	https://orcid.org/https:/0009-0004-8987-6646	NOUN
easat-1482	26	23	https://orcid.org/0009-0008-9556-7419	https://orcid.org/0009-0008-9556-7419	PROPN
easat-1482	27	1	https://orcid.org/0009-0000-3941-927x	https://orcid.org/0009-0000-3941-927x	PROPN
easat-1482	27	2	https://orcid.org/0009-0004-9090-0877	https://orcid.org/0009-0004-9090-0877	VERB
easat-1482	27	3	https://orcid.org/0009-0003-8065-5938	https://orcid.org/0009-0003-8065-5938	PROPN
easat-1482	27	4	1066	1066	NUM
easat-1482	27	5	edelweiss	edelweiss	PROPN
easat-1482	27	6	applied	apply	VERB
easat-1482	27	7	science	science	NOUN
easat-1482	27	8	and	and	CCONJ
easat-1482	27	9	technology	technology	NOUN
easat-1482	27	10	issn	issn	PROPN
easat-1482	27	11	:	:	PUNCT
easat-1482	27	12	2576	2576	NUM
easat-1482	27	13	-	-	SYM
easat-1482	27	14	8484	8484	NUM
easat-1482	27	15	vol	vol	NOUN
easat-1482	27	16	.	.	PROPN
easat-1482	28	1	8	8	NUM
easat-1482	28	2	,	,	PUNCT
easat-1482	28	3	no	no	INTJ
easat-1482	28	4	.	.	NOUN
easat-1482	28	5	4	4	NUM
easat-1482	28	6	:	:	SYM
easat-1482	28	7	1065	1065	NUM
easat-1482	28	8	-	-	SYM
easat-1482	28	9	1076	1076	NUM
easat-1482	28	10	,	,	PUNCT
easat-1482	28	11	2024	2024	NUM
easat-1482	28	12	doi	doi	NOUN
easat-1482	28	13	:	:	PUNCT
easat-1482	28	14	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	28	15	©	©	ADP
easat-1482	28	16	2024	2024	NUM
easat-1482	28	17	by	by	ADP
easat-1482	28	18	the	the	DET
easat-1482	28	19	authors	author	NOUN
easat-1482	28	20	;	;	PUNCT
easat-1482	28	21	licensee	licensee	PROPN
easat-1482	28	22	learning	learn	VERB
easat-1482	28	23	gate	gate	PROPN
easat-1482	28	24	asean	asean	PROPN
easat-1482	28	25	economy	economy	NOUN
easat-1482	28	26	.	.	PUNCT
easat-1482	29	1	the	the	DET
easat-1482	29	2	following	follow	VERB
easat-1482	29	3	figure	figure	NOUN
easat-1482	29	4	explains	explain	VERB
easat-1482	29	5	how	how	SCONJ
easat-1482	29	6	stock	stock	NOUN
easat-1482	29	7	market	market	NOUN
easat-1482	29	8	fluctuations	fluctuation	NOUN
easat-1482	29	9	and	and	CCONJ
easat-1482	29	10	gold	gold	NOUN
easat-1482	29	11	prices	price	NOUN
easat-1482	29	12	occurred	occur	VERB
easat-1482	29	13	because	because	SCONJ
easat-1482	29	14	of	of	ADP
easat-1482	29	15	the	the	DET
easat-1482	29	16	red	red	PROPN
easat-1482	29	17	sea	sea	PROPN
easat-1482	29	18	war	war	PROPN
easat-1482	29	19	.	.	PUNCT
easat-1482	30	1	figure	figure	NOUN
easat-1482	30	2	1	1	NUM
easat-1482	30	3	.	.	PUNCT
easat-1482	30	4	performance	performance	NOUN
easat-1482	30	5	before	before	ADV
easat-1482	30	6	and	and	CCONJ
easat-1482	30	7	after	after	ADP
easat-1482	30	8	the	the	DET
easat-1482	30	9	red	red	PROPN
easat-1482	30	10	sea	sea	PROPN
easat-1482	30	11	crisis	crisis	NOUN
easat-1482	30	12	.	.	PUNCT
easat-1482	31	1	source	source	NOUN
easat-1482	31	2	:	:	PUNCT
easat-1482	31	3	yahoo	yahoo	PROPN
easat-1482	31	4	finance	finance	PROPN
easat-1482	31	5	.	.	PUNCT
easat-1482	32	1	figure	figure	NOUN
easat-1482	32	2	1	1	NUM
easat-1482	32	3	shows	show	VERB
easat-1482	32	4	volatility	volatility	NOUN
easat-1482	32	5	of	of	ADP
easat-1482	32	6	stock	stock	NOUN
easat-1482	32	7	market	market	NOUN
easat-1482	32	8	in	in	ADP
easat-1482	32	9	asean	asean	ADJ
easat-1482	32	10	countries	country	NOUN
easat-1482	32	11	due	due	ADP
easat-1482	32	12	to	to	ADP
easat-1482	32	13	red	red	ADJ
easat-1482	32	14	sea	sea	NOUN
easat-1482	32	15	crisis	crisis	NOUN
easat-1482	32	16	.	.	PUNCT
easat-1482	33	1	this	this	DET
easat-1482	33	2	chart	chart	NOUN
easat-1482	33	3	shows	show	VERB
easat-1482	33	4	the	the	DET
easat-1482	33	5	movement	movement	NOUN
easat-1482	33	6	of	of	ADP
easat-1482	33	7	stock	stock	NOUN
easat-1482	33	8	indices	index	NOUN
easat-1482	33	9	from	from	ADP
easat-1482	33	10	various	various	ADJ
easat-1482	33	11	asean	asean	ADJ
easat-1482	33	12	countries	country	NOUN
easat-1482	33	13	during	during	ADP
easat-1482	33	14	the	the	DET
easat-1482	33	15	period	period	NOUN
easat-1482	33	16	before	before	ADV
easat-1482	33	17	and	and	CCONJ
easat-1482	33	18	after	after	ADP
easat-1482	33	19	the	the	DET
easat-1482	33	20	red	red	PROPN
easat-1482	33	21	sea	sea	NOUN
easat-1482	33	22	crisis	crisis	NOUN
easat-1482	33	23	.	.	PUNCT
easat-1482	34	1	in	in	ADP
easat-1482	34	2	the	the	DET
easat-1482	34	3	chart	chart	NOUN
easat-1482	34	4	,	,	PUNCT
easat-1482	34	5	the	the	DET
easat-1482	34	6	stock	stock	NOUN
easat-1482	34	7	indices	indice	VERB
easat-1482	34	8	such	such	ADJ
easat-1482	34	9	as	as	ADP
easat-1482	34	10	jci	jci	PROPN
easat-1482	34	11	index	index	PROPN
easat-1482	34	12	(	(	PUNCT
easat-1482	34	13	indonesia	indonesia	PROPN
easat-1482	34	14	)	)	PUNCT
easat-1482	34	15	,	,	PUNCT
easat-1482	34	16	klse	klse	NOUN
easat-1482	34	17	index	index	NOUN
easat-1482	34	18	(	(	PUNCT
easat-1482	34	19	malaysia	malaysia	PROPN
easat-1482	34	20	)	)	PUNCT
easat-1482	34	21	,	,	PUNCT
easat-1482	34	22	psei	psei	X
easat-1482	34	23	(	(	PUNCT
easat-1482	34	24	philippines	philippine	NOUN
easat-1482	34	25	)	)	PUNCT
easat-1482	34	26	,	,	PUNCT
easat-1482	34	27	sti	sti	PROPN
easat-1482	34	28	index	index	PROPN
easat-1482	34	29	(	(	PUNCT
easat-1482	34	30	singapore	singapore	PROPN
easat-1482	34	31	)	)	PUNCT
easat-1482	34	32	,	,	PUNCT
easat-1482	34	33	set	set	VERB
easat-1482	34	34	index	index	NOUN
easat-1482	34	35	(	(	PUNCT
easat-1482	34	36	thailand	thailand	PROPN
easat-1482	34	37	)	)	PUNCT
easat-1482	34	38	,	,	PUNCT
easat-1482	34	39	and	and	CCONJ
easat-1482	34	40	vn	vn	NOUN
easat-1482	34	41	-	-	PUNCT
easat-1482	34	42	index	index	NOUN
easat-1482	34	43	(	(	PUNCT
easat-1482	34	44	vietnam	vietnam	PROPN
easat-1482	34	45	)	)	PUNCT
easat-1482	34	46	,	,	PUNCT
easat-1482	34	47	experienced	experience	VERB
easat-1482	34	48	significant	significant	ADJ
easat-1482	34	49	up	up	ADP
easat-1482	34	50	-	-	PUNCT
easat-1482	34	51	and	and	CCONJ
easat-1482	34	52	-	-	PUNCT
easat-1482	34	53	down	down	ADP
easat-1482	34	54	movements	movement	NOUN
easat-1482	34	55	,	,	PUNCT
easat-1482	34	56	especially	especially	ADV
easat-1482	34	57	at	at	ADP
easat-1482	34	58	the	the	DET
easat-1482	34	59	end	end	NOUN
easat-1482	34	60	of	of	ADP
easat-1482	34	61	october	october	PROPN
easat-1482	34	62	after	after	ADP
easat-1482	34	63	the	the	DET
easat-1482	34	64	first	first	ADJ
easat-1482	34	65	eruption	eruption	NOUN
easat-1482	34	66	of	of	ADP
easat-1482	34	67	red	red	PROPN
easat-1482	34	68	sea	sea	NOUN
easat-1482	34	69	crisis	crisis	NOUN
easat-1482	34	70	.	.	PUNCT
easat-1482	35	1	stock	stock	NOUN
easat-1482	35	2	market	market	NOUN
easat-1482	35	3	performance	performance	NOUN
easat-1482	35	4	in	in	ADP
easat-1482	35	5	asean-6	asean-6	PROPN
easat-1482	35	6	countries	country	NOUN
easat-1482	35	7	often	often	ADV
easat-1482	35	8	experiences	experience	VERB
easat-1482	35	9	high	high	ADJ
easat-1482	35	10	volatility	volatility	NOUN
easat-1482	35	11	when	when	SCONJ
easat-1482	35	12	events	event	NOUN
easat-1482	35	13	that	that	PRON
easat-1482	35	14	threaten	threaten	VERB
easat-1482	35	15	the	the	DET
easat-1482	35	16	global	global	ADJ
easat-1482	35	17	economy	economy	NOUN
easat-1482	35	18	occur	occur	VERB
easat-1482	35	19	.	.	PUNCT
easat-1482	36	1	in	in	ADP
easat-1482	36	2	addition	addition	NOUN
easat-1482	36	3	to	to	ADP
easat-1482	36	4	stock	stock	NOUN
easat-1482	36	5	market	market	NOUN
easat-1482	36	6	,	,	PUNCT
easat-1482	36	7	global	global	ADJ
easat-1482	36	8	commodities	commodity	NOUN
easat-1482	36	9	such	such	ADJ
easat-1482	36	10	as	as	ADP
easat-1482	36	11	gold	gold	NOUN
easat-1482	36	12	are	be	AUX
easat-1482	36	13	also	also	ADV
easat-1482	36	14	very	very	ADV
easat-1482	36	15	sensitive	sensitive	ADJ
easat-1482	36	16	to	to	ADP
easat-1482	36	17	global	global	ADJ
easat-1482	36	18	economic	economic	ADJ
easat-1482	36	19	conditions	condition	NOUN
easat-1482	36	20	and	and	CCONJ
easat-1482	36	21	will	will	AUX
easat-1482	36	22	fluctuate	fluctuate	VERB
easat-1482	36	23	along	along	ADP
easat-1482	36	24	with	with	ADP
easat-1482	36	25	geopolitical	geopolitical	ADJ
easat-1482	36	26	uncertainty	uncertainty	NOUN
easat-1482	36	27	.	.	PUNCT
easat-1482	37	1	when	when	SCONJ
easat-1482	37	2	the	the	DET
easat-1482	37	3	global	global	ADJ
easat-1482	37	4	economy	economy	NOUN
easat-1482	37	5	faces	face	VERB
easat-1482	37	6	uncertainty	uncertainty	NOUN
easat-1482	37	7	or	or	CCONJ
easat-1482	37	8	crisis	crisis	NOUN
easat-1482	37	9	,	,	PUNCT
easat-1482	37	10	the	the	DET
easat-1482	37	11	price	price	NOUN
easat-1482	37	12	of	of	ADP
easat-1482	37	13	gold	gold	NOUN
easat-1482	37	14	tends	tend	VERB
easat-1482	37	15	to	to	PART
easat-1482	37	16	rise	rise	VERB
easat-1482	37	17	because	because	SCONJ
easat-1482	37	18	it	it	PRON
easat-1482	37	19	is	be	AUX
easat-1482	37	20	considered	consider	VERB
easat-1482	37	21	a	a	DET
easat-1482	37	22	safe	safe	ADJ
easat-1482	37	23	haven	haven	NOUN
easat-1482	37	24	asset	asset	NOUN
easat-1482	37	25	by	by	ADP
easat-1482	37	26	investors	investor	NOUN
easat-1482	37	27	.	.	PUNCT
easat-1482	38	1	gold	gold	NOUN
easat-1482	38	2	is	be	AUX
easat-1482	38	3	a	a	DET
easat-1482	38	4	commodity	commodity	NOUN
easat-1482	38	5	that	that	PRON
easat-1482	38	6	is	be	AUX
easat-1482	38	7	in	in	ADP
easat-1482	38	8	demand	demand	NOUN
easat-1482	38	9	as	as	ADP
easat-1482	38	10	an	an	DET
easat-1482	38	11	investment	investment	NOUN
easat-1482	38	12	even	even	ADV
easat-1482	38	13	in	in	ADP
easat-1482	38	14	the	the	DET
easat-1482	38	15	conditions	condition	NOUN
easat-1482	38	16	of	of	ADP
easat-1482	38	17	the	the	DET
easat-1482	38	18	red	red	PROPN
easat-1482	38	19	sea	sea	NOUN
easat-1482	38	20	conflict	conflict	NOUN
easat-1482	38	21	.	.	PUNCT
easat-1482	39	1	likewise	likewise	ADV
easat-1482	39	2	,	,	PUNCT
easat-1482	39	3	in	in	ADP
easat-1482	39	4	several	several	ADJ
easat-1482	39	5	events	event	NOUN
easat-1482	39	6	that	that	PRON
easat-1482	39	7	hit	hit	VERB
easat-1482	39	8	the	the	DET
easat-1482	39	9	global	global	ADJ
easat-1482	39	10	economy	economy	NOUN
easat-1482	39	11	,	,	PUNCT
easat-1482	39	12	gold	gold	NOUN
easat-1482	39	13	prices	price	NOUN
easat-1482	39	14	are	be	AUX
easat-1482	39	15	a	a	DET
easat-1482	39	16	commodity	commodity	NOUN
easat-1482	39	17	whose	whose	DET
easat-1482	39	18	value	value	NOUN
easat-1482	39	19	has	have	VERB
easat-1482	39	20	high	high	ADJ
easat-1482	39	21	volatility	volatility	NOUN
easat-1482	39	22	.	.	PUNCT
easat-1482	40	1	figure	figure	NOUN
easat-1482	40	2	2	2	NUM
easat-1482	40	3	.	.	PUNCT
easat-1482	40	4	bitcoin	bitcoin	ADJ
easat-1482	40	5	performance	performance	NOUN
easat-1482	40	6	before	before	ADV
easat-1482	40	7	and	and	CCONJ
easat-1482	40	8	after	after	ADP
easat-1482	40	9	the	the	DET
easat-1482	40	10	red	red	PROPN
easat-1482	40	11	sea	sea	PROPN
easat-1482	40	12	crisis	crisis	NOUN
easat-1482	40	13	source	source	NOUN
easat-1482	40	14	:	:	PUNCT
easat-1482	40	15	yahoo	yahoo	PROPN
easat-1482	40	16	finance	finance	NOUN
easat-1482	40	17	.	.	PUNCT
easat-1482	41	1	1067	1067	NUM
easat-1482	41	2	edelweiss	edelweiss	PROPN
easat-1482	41	3	applied	apply	VERB
easat-1482	41	4	science	science	NOUN
easat-1482	41	5	and	and	CCONJ
easat-1482	41	6	technology	technology	NOUN
easat-1482	41	7	issn	issn	PROPN
easat-1482	41	8	:	:	PUNCT
easat-1482	41	9	2576	2576	NUM
easat-1482	41	10	-	-	SYM
easat-1482	41	11	8484	8484	NUM
easat-1482	41	12	vol	vol	NOUN
easat-1482	41	13	.	.	PROPN
easat-1482	41	14	8	8	NUM
easat-1482	41	15	,	,	PUNCT
easat-1482	41	16	no	no	INTJ
easat-1482	41	17	.	.	NOUN
easat-1482	41	18	4	4	NUM
easat-1482	41	19	:	:	SYM
easat-1482	41	20	1065	1065	NUM
easat-1482	41	21	-	-	SYM
easat-1482	41	22	1076	1076	NUM
easat-1482	41	23	,	,	PUNCT
easat-1482	41	24	2024	2024	NUM
easat-1482	41	25	doi	doi	NOUN
easat-1482	41	26	:	:	PUNCT
easat-1482	41	27	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	41	28	©	©	ADP
easat-1482	41	29	2024	2024	NUM
easat-1482	41	30	by	by	ADP
easat-1482	41	31	the	the	DET
easat-1482	41	32	authors	author	NOUN
easat-1482	41	33	;	;	PUNCT
easat-1482	41	34	licensee	licensee	PROPN
easat-1482	41	35	learning	learning	NOUN
easat-1482	41	36	gate	gate	NOUN
easat-1482	41	37	in	in	ADP
easat-1482	41	38	addition	addition	NOUN
easat-1482	41	39	to	to	ADP
easat-1482	41	40	the	the	DET
easat-1482	41	41	stock	stock	NOUN
easat-1482	41	42	market	market	NOUN
easat-1482	41	43	and	and	CCONJ
easat-1482	41	44	gold	gold	NOUN
easat-1482	41	45	price	price	NOUN
easat-1482	41	46	,	,	PUNCT
easat-1482	41	47	cryptocurrency	cryptocurrency	NOUN
easat-1482	41	48	is	be	AUX
easat-1482	41	49	also	also	ADV
easat-1482	41	50	one	one	NUM
easat-1482	41	51	of	of	ADP
easat-1482	41	52	the	the	DET
easat-1482	41	53	investment	investment	NOUN
easat-1482	41	54	assets	asset	NOUN
easat-1482	41	55	that	that	PRON
easat-1482	41	56	is	be	AUX
easat-1482	41	57	in	in	ADP
easat-1482	41	58	great	great	ADJ
easat-1482	41	59	demand	demand	NOUN
easat-1482	41	60	by	by	ADP
easat-1482	41	61	investors	investor	NOUN
easat-1482	41	62	and	and	CCONJ
easat-1482	41	63	is	be	AUX
easat-1482	41	64	very	very	ADV
easat-1482	41	65	vulnerable	vulnerable	ADJ
easat-1482	41	66	to	to	ADP
easat-1482	41	67	changes	change	NOUN
easat-1482	41	68	in	in	ADP
easat-1482	41	69	geopolitical	geopolitical	ADJ
easat-1482	41	70	conditions	condition	NOUN
easat-1482	41	71	.	.	PUNCT
easat-1482	42	1	it	it	PRON
easat-1482	42	2	can	can	AUX
easat-1482	42	3	be	be	AUX
easat-1482	42	4	seen	see	VERB
easat-1482	42	5	in	in	ADP
easat-1482	42	6	figure	figure	NOUN
easat-1482	42	7	2	2	NUM
easat-1482	42	8	that	that	SCONJ
easat-1482	42	9	one	one	NUM
easat-1482	42	10	of	of	ADP
easat-1482	42	11	the	the	DET
easat-1482	42	12	cryptocurrency	cryptocurrency	NOUN
easat-1482	42	13	assets	asset	NOUN
easat-1482	42	14	,	,	PUNCT
easat-1482	42	15	bitcoin	bitcoin	PROPN
easat-1482	42	16	,	,	PUNCT
easat-1482	42	17	experienced	experience	VERB
easat-1482	42	18	a	a	DET
easat-1482	42	19	sharp	sharp	ADJ
easat-1482	42	20	increase	increase	NOUN
easat-1482	42	21	after	after	ADP
easat-1482	42	22	the	the	DET
easat-1482	42	23	red	red	PROPN
easat-1482	42	24	sea	sea	PROPN
easat-1482	42	25	crisis	crisis	NOUN
easat-1482	42	26	around	around	ADP
easat-1482	42	27	the	the	DET
easat-1482	42	28	end	end	NOUN
easat-1482	42	29	of	of	ADP
easat-1482	42	30	october	october	PROPN
easat-1482	42	31	.	.	PUNCT
easat-1482	43	1	at	at	ADP
easat-1482	43	2	the	the	DET
easat-1482	43	3	end	end	NOUN
easat-1482	43	4	of	of	ADP
easat-1482	43	5	october	october	PROPN
easat-1482	43	6	2023	2023	NUM
easat-1482	43	7	cryptocurrencies	cryptocurrencie	NOUN
easat-1482	43	8	experienced	experience	VERB
easat-1482	43	9	an	an	DET
easat-1482	43	10	upswing	upswing	NOUN
easat-1482	43	11	,	,	PUNCT
easat-1482	43	12	with	with	ADP
easat-1482	43	13	fluctuations	fluctuation	NOUN
easat-1482	43	14	experienced	experience	VERB
easat-1482	43	15	until	until	ADP
easat-1482	43	16	early	early	ADJ
easat-1482	43	17	january	january	PROPN
easat-1482	43	18	2024	2024	NUM
easat-1482	43	19	.	.	PUNCT
easat-1482	44	1	the	the	DET
easat-1482	44	2	significant	significant	ADJ
easat-1482	44	3	rise	rise	NOUN
easat-1482	44	4	in	in	ADP
easat-1482	44	5	late	late	ADJ
easat-1482	44	6	october	october	PROPN
easat-1482	44	7	2020	2020	NUM
easat-1482	44	8	indicates	indicate	VERB
easat-1482	44	9	an	an	DET
easat-1482	44	10	increase	increase	NOUN
easat-1482	44	11	in	in	ADP
easat-1482	44	12	investor	investor	NOUN
easat-1482	44	13	interest	interest	NOUN
easat-1482	44	14	and	and	CCONJ
easat-1482	44	15	confidence	confidence	NOUN
easat-1482	44	16	in	in	ADP
easat-1482	44	17	bitcoin	bitcoin	NOUN
easat-1482	44	18	as	as	ADP
easat-1482	44	19	a	a	DET
easat-1482	44	20	hedge	hedge	NOUN
easat-1482	44	21	asset	asset	NOUN
easat-1482	44	22	during	during	ADP
easat-1482	44	23	times	time	NOUN
easat-1482	44	24	of	of	ADP
easat-1482	44	25	crisis	crisis	NOUN
easat-1482	44	26	.	.	PUNCT
easat-1482	45	1	based	base	VERB
easat-1482	45	2	on	on	ADP
easat-1482	45	3	these	these	DET
easat-1482	45	4	phenomena	phenomenon	NOUN
easat-1482	45	5	and	and	CCONJ
easat-1482	45	6	issues	issue	NOUN
easat-1482	45	7	,	,	PUNCT
easat-1482	45	8	research	research	NOUN
easat-1482	45	9	was	be	AUX
easat-1482	45	10	conducted	conduct	VERB
easat-1482	45	11	to	to	PART
easat-1482	45	12	test	test	VERB
easat-1482	45	13	whether	whether	SCONJ
easat-1482	45	14	the	the	DET
easat-1482	45	15	red	red	PROPN
easat-1482	45	16	sea	sea	NOUN
easat-1482	45	17	crisis	crisis	NOUN
easat-1482	45	18	had	have	VERB
easat-1482	45	19	an	an	DET
easat-1482	45	20	impact	impact	NOUN
easat-1482	45	21	on	on	ADP
easat-1482	45	22	stock	stock	NOUN
easat-1482	45	23	value	value	NOUN
easat-1482	45	24	indices	index	NOUN
easat-1482	45	25	in	in	ADP
easat-1482	45	26	asean-6	asean-6	PROPN
easat-1482	45	27	countries	country	NOUN
easat-1482	45	28	,	,	PUNCT
easat-1482	45	29	gold	gold	NOUN
easat-1482	45	30	prices	price	NOUN
easat-1482	45	31	,	,	PUNCT
easat-1482	45	32	and	and	CCONJ
easat-1482	45	33	bitcoin	bitcoin	NOUN
easat-1482	45	34	.	.	PUNCT
easat-1482	46	1	in	in	ADP
easat-1482	46	2	addition	addition	NOUN
easat-1482	46	3	,	,	PUNCT
easat-1482	46	4	this	this	DET
easat-1482	46	5	research	research	NOUN
easat-1482	46	6	also	also	ADV
easat-1482	46	7	analyzed	analyze	VERB
easat-1482	46	8	the	the	DET
easat-1482	46	9	volatility	volatility	NOUN
easat-1482	46	10	of	of	ADP
easat-1482	46	11	stock	stock	NOUN
easat-1482	46	12	index	index	NOUN
easat-1482	46	13	values	value	NOUN
easat-1482	46	14	in	in	ADP
easat-1482	46	15	asean-6	asean-6	PROPN
easat-1482	46	16	countries	country	NOUN
easat-1482	46	17	,	,	PUNCT
easat-1482	46	18	gold	gold	NOUN
easat-1482	46	19	prices	price	NOUN
easat-1482	46	20	,	,	PUNCT
easat-1482	46	21	and	and	CCONJ
easat-1482	46	22	bitcoin	bitcoin	VERB
easat-1482	46	23	before	before	ADV
easat-1482	46	24	and	and	CCONJ
easat-1482	46	25	after	after	ADP
easat-1482	46	26	the	the	DET
easat-1482	46	27	crisis	crisis	NOUN
easat-1482	46	28	.	.	PUNCT
easat-1482	47	1	thus	thus	ADV
easat-1482	47	2	,	,	PUNCT
easat-1482	47	3	this	this	DET
easat-1482	47	4	research	research	NOUN
easat-1482	47	5	is	be	AUX
easat-1482	47	6	expected	expect	VERB
easat-1482	47	7	to	to	PART
easat-1482	47	8	provide	provide	VERB
easat-1482	47	9	valuable	valuable	ADJ
easat-1482	47	10	insights	insight	NOUN
easat-1482	47	11	for	for	ADP
easat-1482	47	12	readers	reader	NOUN
easat-1482	47	13	,	,	PUNCT
easat-1482	47	14	especially	especially	ADV
easat-1482	47	15	investors	investor	NOUN
easat-1482	47	16	in	in	ADP
easat-1482	47	17	making	make	VERB
easat-1482	47	18	investments	investment	NOUN
easat-1482	47	19	.	.	PUNCT
easat-1482	48	1	this	this	DET
easat-1482	48	2	research	research	NOUN
easat-1482	48	3	is	be	AUX
easat-1482	48	4	expected	expect	VERB
easat-1482	48	5	to	to	PART
easat-1482	48	6	enrich	enrich	VERB
easat-1482	48	7	the	the	DET
easat-1482	48	8	academic	academic	ADJ
easat-1482	48	9	literature	literature	NOUN
easat-1482	48	10	on	on	ADP
easat-1482	48	11	the	the	DET
easat-1482	48	12	relationship	relationship	NOUN
easat-1482	48	13	between	between	ADP
easat-1482	48	14	geopolitical	geopolitical	ADJ
easat-1482	48	15	crises	crisis	NOUN
easat-1482	48	16	and	and	CCONJ
easat-1482	48	17	investment	investment	NOUN
easat-1482	48	18	volatility	volatility	NOUN
easat-1482	48	19	in	in	ADP
easat-1482	48	20	the	the	DET
easat-1482	48	21	asean	asean	ADJ
easat-1482	48	22	region	region	NOUN
easat-1482	48	23	.	.	PUNCT
easat-1482	49	1	2	2	X
easat-1482	49	2	.	.	X
easat-1482	49	3	theoretical	theoretical	ADJ
easat-1482	49	4	framework	framework	NOUN
easat-1482	49	5	geopolitical	geopolitical	ADJ
easat-1482	49	6	events	event	NOUN
easat-1482	49	7	such	such	ADJ
easat-1482	49	8	as	as	ADP
easat-1482	49	9	the	the	DET
easat-1482	49	10	red	red	PROPN
easat-1482	49	11	sea	sea	NOUN
easat-1482	49	12	crisis	crisis	NOUN
easat-1482	49	13	can	can	AUX
easat-1482	49	14	affect	affect	VERB
easat-1482	49	15	economic	economic	ADJ
easat-1482	49	16	conditions	condition	NOUN
easat-1482	49	17	globally	globally	ADV
easat-1482	49	18	and	and	CCONJ
easat-1482	49	19	trigger	trigger	VERB
easat-1482	49	20	unexpected	unexpected	ADJ
easat-1482	49	21	market	market	NOUN
easat-1482	49	22	reactions	reaction	NOUN
easat-1482	49	23	.	.	PUNCT
easat-1482	50	1	the	the	DET
easat-1482	50	2	volatile	volatile	ADJ
easat-1482	50	3	global	global	ADJ
easat-1482	50	4	stock	stock	NOUN
easat-1482	50	5	market	market	NOUN
easat-1482	50	6	is	be	AUX
easat-1482	50	7	characterized	characterize	VERB
easat-1482	50	8	by	by	ADP
easat-1482	50	9	high	high	ADJ
easat-1482	50	10	volatility	volatility	NOUN
easat-1482	50	11	and	and	CCONJ
easat-1482	50	12	increased	increase	VERB
easat-1482	50	13	uncertainty	uncertainty	NOUN
easat-1482	50	14	for	for	ADP
easat-1482	50	15	investors	investor	NOUN
easat-1482	50	16	.	.	PUNCT
easat-1482	51	1	this	this	DET
easat-1482	51	2	turmoil	turmoil	NOUN
easat-1482	51	3	often	often	ADV
easat-1482	51	4	impacts	impact	VERB
easat-1482	51	5	investor	investor	NOUN
easat-1482	51	6	confidence	confidence	NOUN
easat-1482	51	7	,	,	PUNCT
easat-1482	51	8	which	which	PRON
easat-1482	51	9	can	can	AUX
easat-1482	51	10	lead	lead	VERB
easat-1482	51	11	to	to	ADP
easat-1482	51	12	fluctuations	fluctuation	NOUN
easat-1482	51	13	in	in	ADP
easat-1482	51	14	stock	stock	NOUN
easat-1482	51	15	indices	index	NOUN
easat-1482	51	16	.	.	PUNCT
easat-1482	52	1	in	in	ADP
easat-1482	52	2	such	such	DET
easat-1482	52	3	a	a	DET
easat-1482	52	4	situation	situation	NOUN
easat-1482	52	5	,	,	PUNCT
easat-1482	52	6	it	it	PRON
easat-1482	52	7	is	be	AUX
easat-1482	52	8	important	important	ADJ
easat-1482	52	9	for	for	SCONJ
easat-1482	52	10	stakeholders	stakeholder	NOUN
easat-1482	52	11	to	to	PART
easat-1482	52	12	understand	understand	VERB
easat-1482	52	13	the	the	DET
easat-1482	52	14	ongoing	ongoing	ADJ
easat-1482	52	15	dynamics	dynamic	NOUN
easat-1482	52	16	to	to	PART
easat-1482	52	17	make	make	VERB
easat-1482	52	18	informed	informed	ADJ
easat-1482	52	19	decisions	decision	NOUN
easat-1482	52	20	and	and	CCONJ
easat-1482	52	21	mitigate	mitigate	VERB
easat-1482	52	22	the	the	DET
easat-1482	52	23	risks	risk	NOUN
easat-1482	52	24	.	.	PUNCT
easat-1482	53	1	as	as	SCONJ
easat-1482	53	2	such	such	ADJ
easat-1482	53	3	,	,	PUNCT
easat-1482	53	4	an	an	DET
easat-1482	53	5	in	in	ADP
easat-1482	53	6	-	-	PUNCT
easat-1482	53	7	depth	depth	NOUN
easat-1482	53	8	analysis	analysis	NOUN
easat-1482	53	9	of	of	ADP
easat-1482	53	10	the	the	DET
easat-1482	53	11	impact	impact	NOUN
easat-1482	53	12	of	of	ADP
easat-1482	53	13	geopolitical	geopolitical	ADJ
easat-1482	53	14	crisis	crisis	NOUN
easat-1482	53	15	on	on	ADP
easat-1482	53	16	stock	stock	NOUN
easat-1482	53	17	market	market	NOUN
easat-1482	53	18	is	be	AUX
easat-1482	53	19	essential	essential	ADJ
easat-1482	53	20	to	to	PART
easat-1482	53	21	assist	assist	VERB
easat-1482	53	22	investors	investor	NOUN
easat-1482	53	23	in	in	ADP
easat-1482	53	24	determining	determine	VERB
easat-1482	53	25	investment	investment	NOUN
easat-1482	53	26	strategies	strategy	NOUN
easat-1482	53	27	.	.	PUNCT
easat-1482	54	1	several	several	ADJ
easat-1482	54	2	previous	previous	ADJ
easat-1482	54	3	studies	study	NOUN
easat-1482	54	4	have	have	AUX
easat-1482	54	5	conducted	conduct	VERB
easat-1482	54	6	research	research	NOUN
easat-1482	54	7	related	relate	VERB
easat-1482	54	8	to	to	ADP
easat-1482	54	9	the	the	DET
easat-1482	54	10	impact	impact	NOUN
easat-1482	54	11	of	of	ADP
easat-1482	54	12	geopolitical	geopolitical	ADJ
easat-1482	54	13	conditions	condition	NOUN
easat-1482	54	14	on	on	ADP
easat-1482	54	15	a	a	DET
easat-1482	54	16	country	country	NOUN
easat-1482	54	17	's	's	PART
easat-1482	54	18	stock	stock	NOUN
easat-1482	54	19	index(agustina	index(agustina	PROPN
easat-1482	54	20	&	&	CCONJ
easat-1482	54	21	barus	barus	PROPN
easat-1482	54	22	,	,	PUNCT
easat-1482	54	23	2023	2023	NUM
easat-1482	54	24	)	)	PUNCT
easat-1482	54	25	(	(	PUNCT
easat-1482	54	26	olayungbo	olayungbo	PROPN
easat-1482	54	27	et	et	PROPN
easat-1482	54	28	al	al	PROPN
easat-1482	54	29	.	.	PROPN
easat-1482	54	30	,	,	PUNCT
easat-1482	54	31	2024)(mgadmi	2024)(mgadmi	NUM
easat-1482	54	32	et	et	PROPN
easat-1482	54	33	al	al	PROPN
easat-1482	54	34	.	.	PROPN
easat-1482	54	35	,	,	PUNCT
easat-1482	54	36	2023)(guo	2023)(guo	NUM
easat-1482	54	37	et	et	PROPN
easat-1482	54	38	al	al	PROPN
easat-1482	54	39	.	.	PROPN
easat-1482	54	40	,	,	PUNCT
easat-1482	54	41	2021)(hamil	2021)(hamil	NUM
easat-1482	54	42	et	et	NOUN
easat-1482	54	43	al	al	PROPN
easat-1482	54	44	.	.	PROPN
easat-1482	54	45	,	,	PUNCT
easat-1482	54	46	2023)(nguyen	2023)(nguyen	NUM
easat-1482	54	47	&	&	CCONJ
easat-1482	54	48	nguyen	nguyen	PROPN
easat-1482	54	49	,	,	PUNCT
easat-1482	54	50	2022)(truong	2022)(truong	PROPN
easat-1482	54	51	&	&	CCONJ
easat-1482	54	52	van	van	PROPN
easat-1482	54	53	vo	vo	PROPN
easat-1482	54	54	,	,	PUNCT
easat-1482	54	55	2023)(hoang	2023)(hoang	PROPN
easat-1482	54	56	tien	tien	PROPN
easat-1482	54	57	et	et	PROPN
easat-1482	54	58	al	al	PROPN
easat-1482	54	59	.	.	PROPN
easat-1482	54	60	,	,	PUNCT
easat-1482	54	61	2021)(alghifary	2021)(alghifary	NUM
easat-1482	54	62	et	et	NOUN
easat-1482	54	63	al	al	PROPN
easat-1482	54	64	.	.	PROPN
easat-1482	54	65	,	,	PUNCT
easat-1482	54	66	2023)(puspitasari	2023)(puspitasari	NUM
easat-1482	54	67	,	,	PUNCT
easat-1482	54	68	2024)(arisandhi	2024)(arisandhi	NUM
easat-1482	54	69	&	&	CCONJ
easat-1482	54	70	robiyanto	robiyanto	ADP
easat-1482	54	71	,	,	PUNCT
easat-1482	54	72	2022	2022	NUM
easat-1482	54	73	)	)	PUNCT
easat-1482	54	74	.	.	PUNCT
easat-1482	55	1	the	the	DET
easat-1482	55	2	price	price	NOUN
easat-1482	55	3	of	of	ADP
easat-1482	55	4	commodities	commodity	NOUN
easat-1482	55	5	such	such	ADJ
easat-1482	55	6	as	as	ADP
easat-1482	55	7	gold	gold	NOUN
easat-1482	55	8	is	be	AUX
easat-1482	55	9	one	one	NUM
easat-1482	55	10	of	of	ADP
easat-1482	55	11	the	the	DET
easat-1482	55	12	investments	investment	NOUN
easat-1482	55	13	that	that	PRON
easat-1482	55	14	is	be	AUX
easat-1482	55	15	quite	quite	ADV
easat-1482	55	16	sensitive	sensitive	ADJ
easat-1482	55	17	to	to	ADP
easat-1482	55	18	geopolitical	geopolitical	ADJ
easat-1482	55	19	instability	instability	NOUN
easat-1482	55	20	.	.	PUNCT
easat-1482	56	1	gold	gold	NOUN
easat-1482	56	2	is	be	AUX
easat-1482	56	3	often	often	ADV
easat-1482	56	4	considered	consider	VERB
easat-1482	56	5	a	a	DET
easat-1482	56	6	safe	safe	ADJ
easat-1482	56	7	haven	haven	NOUN
easat-1482	56	8	asset	asset	NOUN
easat-1482	56	9	,	,	PUNCT
easat-1482	56	10	which	which	PRON
easat-1482	56	11	means	mean	VERB
easat-1482	56	12	investors	investor	NOUN
easat-1482	56	13	are	be	AUX
easat-1482	56	14	likely	likely	ADJ
easat-1482	56	15	to	to	PART
easat-1482	56	16	turn	turn	VERB
easat-1482	56	17	to	to	ADP
easat-1482	56	18	gold	gold	NOUN
easat-1482	56	19	during	during	ADP
easat-1482	56	20	times	time	NOUN
easat-1482	56	21	of	of	ADP
easat-1482	56	22	economic	economic	ADJ
easat-1482	56	23	or	or	CCONJ
easat-1482	56	24	political	political	ADJ
easat-1482	56	25	uncertainty	uncertainty	NOUN
easat-1482	56	26	.	.	PUNCT
easat-1482	57	1	when	when	SCONJ
easat-1482	57	2	geopolitical	geopolitical	ADJ
easat-1482	57	3	tensions	tension	NOUN
easat-1482	57	4	arise	arise	VERB
easat-1482	57	5	,	,	PUNCT
easat-1482	57	6	demand	demand	NOUN
easat-1482	57	7	for	for	ADP
easat-1482	57	8	gold	gold	NOUN
easat-1482	57	9	is	be	AUX
easat-1482	57	10	likely	likely	ADJ
easat-1482	57	11	to	to	PART
easat-1482	57	12	increase	increase	VERB
easat-1482	57	13	as	as	SCONJ
easat-1482	57	14	investors	investor	NOUN
easat-1482	57	15	seek	seek	VERB
easat-1482	57	16	refuge	refuge	NOUN
easat-1482	57	17	from	from	ADP
easat-1482	57	18	volatile	volatile	ADJ
easat-1482	57	19	stock	stock	NOUN
easat-1482	57	20	and	and	CCONJ
easat-1482	57	21	currency	currency	NOUN
easat-1482	57	22	market	market	NOUN
easat-1482	57	23	risks	risk	NOUN
easat-1482	57	24	.	.	PUNCT
easat-1482	58	1	gold	gold	NOUN
easat-1482	58	2	prices	price	NOUN
easat-1482	58	3	will	will	AUX
easat-1482	58	4	fluctuate	fluctuate	VERB
easat-1482	58	5	due	due	ADP
easat-1482	58	6	to	to	ADP
easat-1482	58	7	the	the	DET
easat-1482	58	8	geopolitical	geopolitical	ADJ
easat-1482	58	9	crisis	crisis	NOUN
easat-1482	58	10	due	due	ADP
easat-1482	58	11	to	to	ADP
easat-1482	58	12	increasing	increase	VERB
easat-1482	58	13	demand	demand	NOUN
easat-1482	58	14	as	as	ADP
easat-1482	58	15	a	a	DET
easat-1482	58	16	safer	safe	ADJ
easat-1482	58	17	asset	asset	NOUN
easat-1482	58	18	.	.	PUNCT
easat-1482	59	1	therefore	therefore	ADV
easat-1482	59	2	,	,	PUNCT
easat-1482	59	3	understanding	understand	VERB
easat-1482	59	4	gold	gold	NOUN
easat-1482	59	5	price	price	NOUN
easat-1482	59	6	volatility	volatility	NOUN
easat-1482	59	7	in	in	ADP
easat-1482	59	8	the	the	DET
easat-1482	59	9	context	context	NOUN
easat-1482	59	10	of	of	ADP
easat-1482	59	11	geopolitical	geopolitical	ADJ
easat-1482	59	12	crises	crisis	NOUN
easat-1482	59	13	is	be	AUX
easat-1482	59	14	important	important	ADJ
easat-1482	59	15	for	for	SCONJ
easat-1482	59	16	investors	investor	NOUN
easat-1482	59	17	to	to	PART
easat-1482	59	18	make	make	VERB
easat-1482	59	19	informed	informed	ADJ
easat-1482	59	20	decisions	decision	NOUN
easat-1482	59	21	and	and	CCONJ
easat-1482	59	22	manage	manage	VERB
easat-1482	59	23	the	the	DET
easat-1482	59	24	risks	risk	NOUN
easat-1482	59	25	associated	associate	VERB
easat-1482	59	26	with	with	ADP
easat-1482	59	27	gold	gold	NOUN
easat-1482	59	28	price	price	NOUN
easat-1482	59	29	volatility	volatility	NOUN
easat-1482	59	30	.	.	PUNCT
easat-1482	60	1	several	several	ADJ
easat-1482	60	2	previous	previous	ADJ
easat-1482	60	3	studies	study	NOUN
easat-1482	60	4	have	have	AUX
easat-1482	60	5	conducted	conduct	VERB
easat-1482	60	6	research	research	NOUN
easat-1482	60	7	related	relate	VERB
easat-1482	60	8	to	to	ADP
easat-1482	60	9	the	the	DET
easat-1482	60	10	impact	impact	NOUN
easat-1482	60	11	of	of	ADP
easat-1482	60	12	geopolitical	geopolitical	ADJ
easat-1482	60	13	conditions	condition	NOUN
easat-1482	60	14	on	on	ADP
easat-1482	60	15	global	global	ADJ
easat-1482	60	16	commodity	commodity	NOUN
easat-1482	60	17	prices	price	NOUN
easat-1482	60	18	such	such	ADJ
easat-1482	60	19	as	as	ADP
easat-1482	60	20	gold	gold	NOUN
easat-1482	60	21	(	(	PUNCT
easat-1482	60	22	agustina	agustina	PROPN
easat-1482	60	23	&	&	CCONJ
easat-1482	60	24	barus	barus	PROPN
easat-1482	60	25	,	,	PUNCT
easat-1482	60	26	2023)(chemkha	2023)(chemkha	NUM
easat-1482	60	27	et	et	NOUN
easat-1482	60	28	al	al	PROPN
easat-1482	60	29	.	.	PROPN
easat-1482	60	30	,	,	PUNCT
easat-1482	60	31	2021)(kayral	2021)(kayral	NUM
easat-1482	60	32	et	et	PROPN
easat-1482	60	33	al	al	PROPN
easat-1482	60	34	.	.	PROPN
easat-1482	60	35	,	,	PUNCT
easat-1482	60	36	2023)(daskalakis	2023)(daskalakis	NUM
easat-1482	60	37	&	&	CCONJ
easat-1482	60	38	daglis	daglis	PROPN
easat-1482	60	39	,	,	PUNCT
easat-1482	60	40	2023)(tetteh	2023)(tetteh	NUM
easat-1482	60	41	&	&	CCONJ
easat-1482	60	42	ntsiful	ntsiful	NOUN
easat-1482	60	43	,	,	PUNCT
easat-1482	60	44	2023)(taera	2023)(taera	NUM
easat-1482	60	45	et	et	NOUN
easat-1482	60	46	al	al	PROPN
easat-1482	60	47	.	.	PROPN
easat-1482	60	48	,	,	PUNCT
easat-1482	60	49	2023)(zhang	2023)(zhang	PROPN
easat-1482	60	50	&	&	CCONJ
easat-1482	60	51	mani	mani	PROPN
easat-1482	60	52	,	,	PUNCT
easat-1482	60	53	2021)(nguyen	2021)(nguyen	NUM
easat-1482	60	54	&	&	CCONJ
easat-1482	60	55	nguyen	nguyen	PROPN
easat-1482	60	56	,	,	PUNCT
easat-1482	60	57	2022)(tunnisa	2022)(tunnisa	NUM
easat-1482	60	58	&	&	CCONJ
easat-1482	60	59	darmawan	darmawan	PROPN
easat-1482	60	60	,	,	PUNCT
easat-1482	60	61	2023)(salikin	2023)(salikin	NUM
easat-1482	60	62	&	&	CCONJ
easat-1482	60	63	wahab	wahab	PROPN
easat-1482	60	64	,	,	PUNCT
easat-1482	60	65	2024	2024	NUM
easat-1482	60	66	)	)	PUNCT
easat-1482	60	67	.	.	PUNCT
easat-1482	61	1	cryptocurrencies	cryptocurrencie	NOUN
easat-1482	61	2	prices	price	NOUN
easat-1482	61	3	such	such	ADJ
easat-1482	61	4	as	as	ADP
easat-1482	61	5	bitcoin	bitcoin	NOUN
easat-1482	61	6	are	be	AUX
easat-1482	61	7	also	also	ADV
easat-1482	61	8	extremely	extremely	ADV
easat-1482	61	9	sensitive	sensitive	ADJ
easat-1482	61	10	to	to	ADP
easat-1482	61	11	geopolitical	geopolitical	ADJ
easat-1482	61	12	instability	instability	NOUN
easat-1482	61	13	conditions	condition	NOUN
easat-1482	61	14	.	.	PUNCT
easat-1482	62	1	like	like	ADP
easat-1482	62	2	gold	gold	NOUN
easat-1482	62	3	,	,	PUNCT
easat-1482	62	4	bitcoin	bitcoin	NOUN
easat-1482	62	5	is	be	AUX
easat-1482	62	6	often	often	ADV
easat-1482	62	7	considered	consider	VERB
easat-1482	62	8	a	a	DET
easat-1482	62	9	safe	safe	ADJ
easat-1482	62	10	haven	haven	NOUN
easat-1482	62	11	asset	asset	NOUN
easat-1482	62	12	,	,	PUNCT
easat-1482	62	13	although	although	SCONJ
easat-1482	62	14	it	it	PRON
easat-1482	62	15	is	be	AUX
easat-1482	62	16	still	still	ADV
easat-1482	62	17	relatively	relatively	ADV
easat-1482	62	18	new	new	ADJ
easat-1482	62	19	compared	compare	VERB
easat-1482	62	20	to	to	ADP
easat-1482	62	21	traditional	traditional	ADJ
easat-1482	62	22	commodities	commodity	NOUN
easat-1482	62	23	.	.	PUNCT
easat-1482	63	1	when	when	SCONJ
easat-1482	63	2	geopolitical	geopolitical	ADJ
easat-1482	63	3	tensions	tension	NOUN
easat-1482	63	4	arise	arise	VERB
easat-1482	63	5	,	,	PUNCT
easat-1482	63	6	many	many	ADJ
easat-1482	63	7	investors	investor	NOUN
easat-1482	63	8	are	be	AUX
easat-1482	63	9	looking	look	VERB
easat-1482	63	10	for	for	ADP
easat-1482	63	11	alternatives	alternative	NOUN
easat-1482	63	12	to	to	PART
easat-1482	63	13	store	store	VERB
easat-1482	63	14	their	their	PRON
easat-1482	63	15	wealth	wealth	NOUN
easat-1482	63	16	value	value	NOUN
easat-1482	63	17	,	,	PUNCT
easat-1482	63	18	and	and	CCONJ
easat-1482	63	19	bitcoin	bitcoin	NOUN
easat-1482	63	20	is	be	AUX
easat-1482	63	21	often	often	ADV
easat-1482	63	22	acts	act	VERB
easat-1482	63	23	as	as	ADP
easat-1482	63	24	a	a	DET
easat-1482	63	25	choice	choice	NOUN
easat-1482	63	26	due	due	ADP
easat-1482	63	27	to	to	ADP
easat-1482	63	28	its	its	PRON
easat-1482	63	29	decentralized	decentralized	ADJ
easat-1482	63	30	nature	nature	NOUN
easat-1482	63	31	and	and	CCONJ
easat-1482	63	32	not	not	PART
easat-1482	63	33	tied	tie	VERB
easat-1482	63	34	to	to	ADP
easat-1482	63	35	a	a	DET
easat-1482	63	36	particular	particular	ADJ
easat-1482	63	37	country	country	NOUN
easat-1482	63	38	's	's	PART
easat-1482	63	39	monetary	monetary	ADJ
easat-1482	63	40	policy	policy	NOUN
easat-1482	63	41	.	.	PUNCT
easat-1482	64	1	during	during	ADP
easat-1482	64	2	periods	period	NOUN
easat-1482	64	3	of	of	ADP
easat-1482	64	4	geopolitical	geopolitical	ADJ
easat-1482	64	5	crisis	crisis	NOUN
easat-1482	64	6	,	,	PUNCT
easat-1482	64	7	the	the	DET
easat-1482	64	8	demand	demand	NOUN
easat-1482	64	9	for	for	ADP
easat-1482	64	10	bitcoin	bitcoin	NOUN
easat-1482	64	11	can	can	AUX
easat-1482	64	12	increase	increase	VERB
easat-1482	64	13	significantly	significantly	ADV
easat-1482	64	14	.	.	PUNCT
easat-1482	65	1	uncertainty	uncertainty	NOUN
easat-1482	65	2	about	about	ADP
easat-1482	65	3	the	the	DET
easat-1482	65	4	stability	stability	NOUN
easat-1482	65	5	of	of	ADP
easat-1482	65	6	a	a	DET
easat-1482	65	7	country	country	NOUN
easat-1482	65	8	can	can	AUX
easat-1482	65	9	encourage	encourage	VERB
easat-1482	65	10	investors	investor	NOUN
easat-1482	65	11	to	to	PART
easat-1482	65	12	shift	shift	VERB
easat-1482	65	13	their	their	PRON
easat-1482	65	14	assets	asset	NOUN
easat-1482	65	15	to	to	PART
easat-1482	65	16	bitcoin	bitcoin	VERB
easat-1482	65	17	as	as	ADP
easat-1482	65	18	a	a	DET
easat-1482	65	19	form	form	NOUN
easat-1482	65	20	of	of	ADP
easat-1482	65	21	diversification	diversification	NOUN
easat-1482	65	22	and	and	CCONJ
easat-1482	65	23	hedging	hedging	NOUN
easat-1482	65	24	.	.	PUNCT
easat-1482	66	1	this	this	PRON
easat-1482	66	2	can	can	AUX
easat-1482	66	3	cause	cause	VERB
easat-1482	66	4	bitcoin	bitcoin	NOUN
easat-1482	66	5	transactions	transaction	NOUN
easat-1482	66	6	to	to	PART
easat-1482	66	7	increase	increase	VERB
easat-1482	66	8	,	,	PUNCT
easat-1482	66	9	which	which	PRON
easat-1482	66	10	leads	lead	VERB
easat-1482	66	11	to	to	ADP
easat-1482	66	12	bitcoin	bitcoin	VERB
easat-1482	66	13	price	price	NOUN
easat-1482	66	14	fluctuations	fluctuation	NOUN
easat-1482	66	15	.	.	PUNCT
easat-1482	67	1	several	several	ADJ
easat-1482	67	2	previous	previous	ADJ
easat-1482	67	3	studies	study	NOUN
easat-1482	67	4	have	have	AUX
easat-1482	67	5	conducted	conduct	VERB
easat-1482	67	6	research	research	NOUN
easat-1482	67	7	related	relate	VERB
easat-1482	67	8	to	to	ADP
easat-1482	67	9	the	the	DET
easat-1482	67	10	impact	impact	NOUN
easat-1482	67	11	of	of	ADP
easat-1482	67	12	geopolitical	geopolitical	ADJ
easat-1482	67	13	conditions	condition	NOUN
easat-1482	67	14	on	on	ADP
easat-1482	67	15	global	global	ADJ
easat-1482	67	16	commodity	commodity	NOUN
easat-1482	67	17	prices	price	NOUN
easat-1482	67	18	such	such	ADJ
easat-1482	67	19	as	as	ADP
easat-1482	67	20	gold(agustina	gold(agustina	PROPN
easat-1482	67	21	&	&	CCONJ
easat-1482	67	22	barus	barus	PROPN
easat-1482	67	23	,	,	PUNCT
easat-1482	67	24	2023)(chemkha	2023)(chemkha	NUM
easat-1482	67	25	et	et	NOUN
easat-1482	67	26	al	al	PROPN
easat-1482	67	27	.	.	PROPN
easat-1482	67	28	,	,	PUNCT
easat-1482	67	29	2021)(kayral	2021)(kayral	NUM
easat-1482	67	30	et	et	PROPN
easat-1482	67	31	al	al	PROPN
easat-1482	67	32	.	.	PROPN
easat-1482	67	33	,	,	PUNCT
easat-1482	67	34	2023)(umar	2023)(umar	NUM
easat-1482	67	35	et	et	PROPN
easat-1482	67	36	al	al	PROPN
easat-1482	67	37	.	.	PROPN
easat-1482	67	38	,	,	PUNCT
easat-1482	67	39	2021)(mgadmi	2021)(mgadmi	ADJ
easat-1482	67	40	et	et	PROPN
easat-1482	67	41	al	al	PROPN
easat-1482	67	42	.	.	PROPN
easat-1482	67	43	,	,	PUNCT
easat-1482	67	44	2023)(guo	2023)(guo	NUM
easat-1482	67	45	et	et	PROPN
easat-1482	67	46	al	al	PROPN
easat-1482	67	47	.	.	PROPN
easat-1482	67	48	,	,	PUNCT
easat-1482	67	49	2021)(sarkodie	2021)(sarkodie	NUM
easat-1482	67	50	et	et	NOUN
easat-1482	67	51	al	al	PROPN
easat-1482	67	52	.	.	PROPN
easat-1482	67	53	,	,	PUNCT
easat-1482	67	54	2022)(taera	2022)(taera	NUM
easat-1482	67	55	et	et	NOUN
easat-1482	67	56	al	al	PROPN
easat-1482	67	57	.	.	PROPN
easat-1482	67	58	,	,	PUNCT
easat-1482	67	59	2023)(zhang	2023)(zhang	PROPN
easat-1482	67	60	&	&	CCONJ
easat-1482	67	61	mani	mani	PROPN
easat-1482	67	62	,	,	PUNCT
easat-1482	67	63	2021)(tunnisa	2021)(tunnisa	NUM
easat-1482	67	64	&	&	CCONJ
easat-1482	67	65	darmawan	darmawan	PROPN
easat-1482	67	66	,	,	PUNCT
easat-1482	67	67	2023)(almeida	2023)(almeida	NUM
easat-1482	67	68	et	et	NOUN
easat-1482	67	69	al	al	PROPN
easat-1482	67	70	.	.	PROPN
easat-1482	67	71	,	,	PUNCT
easat-1482	67	72	2024	2024	NUM
easat-1482	67	73	)	)	PUNCT
easat-1482	67	74	.	.	PUNCT
easat-1482	68	1	1068	1068	NUM
easat-1482	68	2	edelweiss	edelweiss	PROPN
easat-1482	68	3	applied	apply	VERB
easat-1482	68	4	science	science	NOUN
easat-1482	68	5	and	and	CCONJ
easat-1482	68	6	technology	technology	NOUN
easat-1482	68	7	issn	issn	PROPN
easat-1482	68	8	:	:	PUNCT
easat-1482	68	9	2576	2576	NUM
easat-1482	68	10	-	-	SYM
easat-1482	68	11	8484	8484	NUM
easat-1482	68	12	vol	vol	NOUN
easat-1482	68	13	.	.	PROPN
easat-1482	68	14	8	8	NUM
easat-1482	68	15	,	,	PUNCT
easat-1482	68	16	no	no	INTJ
easat-1482	68	17	.	.	NOUN
easat-1482	68	18	4	4	NUM
easat-1482	68	19	:	:	SYM
easat-1482	68	20	1065	1065	NUM
easat-1482	68	21	-	-	SYM
easat-1482	68	22	1076	1076	NUM
easat-1482	68	23	,	,	PUNCT
easat-1482	68	24	2024	2024	NUM
easat-1482	68	25	doi	doi	NOUN
easat-1482	68	26	:	:	PUNCT
easat-1482	68	27	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	68	28	©	©	ADP
easat-1482	68	29	2024	2024	NUM
easat-1482	68	30	by	by	ADP
easat-1482	68	31	the	the	DET
easat-1482	68	32	authors	author	NOUN
easat-1482	68	33	;	;	PUNCT
easat-1482	68	34	licensee	licensee	PROPN
easat-1482	68	35	learning	learning	NOUN
easat-1482	68	36	gate	gate	NOUN
easat-1482	68	37	thus	thus	ADV
easat-1482	68	38	,	,	PUNCT
easat-1482	68	39	an	an	DET
easat-1482	68	40	analyse	analyse	NOUN
easat-1482	68	41	of	of	ADP
easat-1482	68	42	whether	whether	SCONJ
easat-1482	68	43	the	the	DET
easat-1482	68	44	investment	investment	NOUN
easat-1482	68	45	instruments	instrument	NOUN
easat-1482	68	46	included	include	VERB
easat-1482	68	47	in	in	ADP
easat-1482	68	48	safe	safe	ADJ
easat-1482	68	49	-	-	PUNCT
easat-1482	68	50	haven	haven	NOUN
easat-1482	68	51	investment	investment	NOUN
easat-1482	68	52	are	be	AUX
easat-1482	68	53	seen	see	VERB
easat-1482	68	54	in	in	ADP
easat-1482	68	55	figure	figure	NOUN
easat-1482	68	56	3	3	NUM
easat-1482	68	57	.	.	PUNCT
easat-1482	68	58	figure	figure	NOUN
easat-1482	68	59	3	3	NUM
easat-1482	68	60	.	.	PUNCT
easat-1482	68	61	theoretical	theoretical	ADJ
easat-1482	68	62	framework	framework	NOUN
easat-1482	68	63	.	.	PUNCT
easat-1482	69	1	based	base	VERB
easat-1482	69	2	on	on	ADP
easat-1482	69	3	figure	figure	NOUN
easat-1482	69	4	3	3	NUM
easat-1482	69	5	,	,	PUNCT
easat-1482	69	6	the	the	DET
easat-1482	69	7	framework	framework	NOUN
easat-1482	69	8	of	of	ADP
easat-1482	69	9	this	this	DET
easat-1482	69	10	research	research	NOUN
easat-1482	69	11	describes	describe	VERB
easat-1482	69	12	differences	difference	NOUN
easat-1482	69	13	analysis	analysis	NOUN
easat-1482	69	14	at	at	ADP
easat-1482	69	15	stock	stock	NOUN
easat-1482	69	16	indices	index	NOUN
easat-1482	69	17	performance	performance	NOUN
easat-1482	69	18	in	in	ADP
easat-1482	69	19	six	six	NUM
easat-1482	69	20	asean	asean	ADJ
easat-1482	69	21	countries	country	NOUN
easat-1482	69	22	(	(	PUNCT
easat-1482	69	23	indonesia	indonesia	PROPN
easat-1482	69	24	-	-	PUNCT
easat-1482	69	25	jci	jci	PROPN
easat-1482	69	26	,	,	PUNCT
easat-1482	69	27	malaysia	malaysia	PROPN
easat-1482	69	28	-	-	PUNCT
easat-1482	69	29	klse	klse	PROPN
easat-1482	69	30	,	,	PUNCT
easat-1482	69	31	singapore	singapore	PROPN
easat-1482	69	32	-	-	PUNCT
easat-1482	69	33	sti	sti	PROPN
easat-1482	69	34	,	,	PUNCT
easat-1482	69	35	thailand	thailand	PROPN
easat-1482	69	36	-	-	PUNCT
easat-1482	69	37	set	set	NOUN
easat-1482	69	38	,	,	PUNCT
easat-1482	69	39	philippines	philippine	NOUN
easat-1482	69	40	-	-	PUNCT
easat-1482	69	41	pse	pse	NOUN
easat-1482	69	42	,	,	PUNCT
easat-1482	69	43	vietnam	vietnam	PROPN
easat-1482	69	44	-	-	PUNCT
easat-1482	69	45	vse	vse	NOUN
easat-1482	69	46	)	)	PUNCT
easat-1482	69	47	on	on	ADP
easat-1482	69	48	the	the	DET
easat-1482	69	49	price	price	NOUN
easat-1482	69	50	of	of	ADP
easat-1482	69	51	gold	gold	NOUN
easat-1482	69	52	and	and	CCONJ
easat-1482	69	53	cryptocurrency	cryptocurrency	NOUN
easat-1482	69	54	(	(	PUNCT
easat-1482	69	55	bitcoin	bitcoin	NOUN
easat-1482	69	56	)	)	PUNCT
easat-1482	69	57	during	during	ADP
easat-1482	69	58	three	three	NUM
easat-1482	69	59	periods	period	NOUN
easat-1482	69	60	:	:	PUNCT
easat-1482	69	61	before	before	ADP
easat-1482	69	62	the	the	DET
easat-1482	69	63	crisis	crisis	NOUN
easat-1482	69	64	,	,	PUNCT
easat-1482	69	65	during	during	ADP
easat-1482	69	66	the	the	DET
easat-1482	69	67	crisis	crisis	NOUN
easat-1482	69	68	(	(	PUNCT
easat-1482	69	69	referred	refer	VERB
easat-1482	69	70	to	to	ADP
easat-1482	69	71	as	as	ADP
easat-1482	69	72	the	the	DET
easat-1482	69	73	red	red	PROPN
easat-1482	69	74	sea	sea	NOUN
easat-1482	69	75	crisis	crisis	NOUN
easat-1482	69	76	)	)	PUNCT
easat-1482	69	77	,	,	PUNCT
easat-1482	69	78	and	and	CCONJ
easat-1482	69	79	after	after	ADP
easat-1482	69	80	the	the	DET
easat-1482	69	81	crisis	crisis	NOUN
easat-1482	69	82	.	.	PUNCT
easat-1482	70	1	this	this	DET
easat-1482	70	2	research	research	NOUN
easat-1482	70	3	uses	use	VERB
easat-1482	70	4	a	a	DET
easat-1482	70	5	difference	difference	NOUN
easat-1482	70	6	test	test	NOUN
easat-1482	70	7	and	and	CCONJ
easat-1482	70	8	the	the	DET
easat-1482	70	9	garch	garch	NOUN
easat-1482	70	10	(	(	PUNCT
easat-1482	70	11	generalized	generalize	VERB
easat-1482	70	12	autoregressive	autoregressive	ADJ
easat-1482	70	13	conditional	conditional	ADJ
easat-1482	70	14	heteroskedasticity	heteroskedasticity	NOUN
easat-1482	70	15	)	)	PUNCT
easat-1482	70	16	model	model	NOUN
easat-1482	70	17	to	to	PART
easat-1482	70	18	analyze	analyze	VERB
easat-1482	70	19	the	the	DET
easat-1482	70	20	volatility	volatility	NOUN
easat-1482	70	21	of	of	ADP
easat-1482	70	22	each	each	PRON
easat-1482	70	23	of	of	ADP
easat-1482	70	24	these	these	DET
easat-1482	70	25	variables	variable	NOUN
easat-1482	70	26	during	during	ADP
easat-1482	70	27	the	the	DET
easat-1482	70	28	red	red	PROPN
easat-1482	70	29	sea	sea	PROPN
easat-1482	70	30	war	war	NOUN
easat-1482	70	31	period	period	NOUN
easat-1482	70	32	.	.	PUNCT
easat-1482	71	1	the	the	DET
easat-1482	71	2	results	result	NOUN
easat-1482	71	3	of	of	ADP
easat-1482	71	4	this	this	DET
easat-1482	71	5	analysis	analysis	NOUN
easat-1482	71	6	are	be	AUX
easat-1482	71	7	then	then	ADV
easat-1482	71	8	used	use	VERB
easat-1482	71	9	to	to	PART
easat-1482	71	10	formulate	formulate	VERB
easat-1482	71	11	an	an	DET
easat-1482	71	12	optimal	optimal	ADJ
easat-1482	71	13	investment	investment	NOUN
easat-1482	71	14	strategy	strategy	NOUN
easat-1482	71	15	.	.	PUNCT
easat-1482	72	1	3	3	X
easat-1482	72	2	.	.	X
easat-1482	72	3	method	method	NOUN
easat-1482	72	4	this	this	DET
easat-1482	72	5	research	research	NOUN
easat-1482	72	6	is	be	AUX
easat-1482	72	7	quantitative	quantitative	ADJ
easat-1482	72	8	descriptive	descriptive	ADJ
easat-1482	72	9	research	research	NOUN
easat-1482	72	10	with	with	ADP
easat-1482	72	11	a	a	DET
easat-1482	72	12	garch	garch	NOUN
easat-1482	72	13	analysis	analysis	NOUN
easat-1482	72	14	model	model	NOUN
easat-1482	72	15	based	base	VERB
easat-1482	72	16	on	on	ADP
easat-1482	72	17	impact	impact	NOUN
easat-1482	72	18	of	of	ADP
easat-1482	72	19	the	the	DET
easat-1482	72	20	red	red	PROPN
easat-1482	72	21	sea	sea	NOUN
easat-1482	72	22	crisis	crisis	NOUN
easat-1482	72	23	.	.	PUNCT
easat-1482	73	1	this	this	DET
easat-1482	73	2	research	research	NOUN
easat-1482	73	3	model	model	NOUN
easat-1482	73	4	is	be	AUX
easat-1482	73	5	used	use	VERB
easat-1482	73	6	to	to	PART
easat-1482	73	7	predict	predict	VERB
easat-1482	73	8	stock	stock	NOUN
easat-1482	73	9	index	index	NOUN
easat-1482	73	10	volatility	volatility	NOUN
easat-1482	73	11	in	in	ADP
easat-1482	73	12	asean-6	asean-6	NUM
easat-1482	73	13	and	and	CCONJ
easat-1482	73	14	manage	manage	VERB
easat-1482	73	15	investment	investment	NOUN
easat-1482	73	16	portfolios	portfolio	NOUN
easat-1482	73	17	to	to	PART
easat-1482	73	18	control	control	VERB
easat-1482	73	19	investment	investment	NOUN
easat-1482	73	20	risks	risk	NOUN
easat-1482	73	21	resulting	result	VERB
easat-1482	73	22	from	from	ADP
easat-1482	73	23	changes	change	NOUN
easat-1482	73	24	in	in	ADP
easat-1482	73	25	uncertain	uncertain	ADJ
easat-1482	73	26	economic	economic	ADJ
easat-1482	73	27	conditions	condition	NOUN
easat-1482	73	28	.	.	PUNCT
easat-1482	74	1	the	the	DET
easat-1482	74	2	objects	object	NOUN
easat-1482	74	3	of	of	ADP
easat-1482	74	4	this	this	DET
easat-1482	74	5	research	research	NOUN
easat-1482	74	6	are	be	AUX
easat-1482	74	7	6	6	NUM
easat-1482	74	8	asean	asean	ADJ
easat-1482	74	9	countries	country	NOUN
easat-1482	74	10	which	which	PRON
easat-1482	74	11	have	have	VERB
easat-1482	74	12	more	more	ADV
easat-1482	74	13	advanced	advanced	ADJ
easat-1482	74	14	and	and	CCONJ
easat-1482	74	15	larger	large	ADJ
easat-1482	74	16	economies	economy	NOUN
easat-1482	74	17	compared	compare	VERB
easat-1482	74	18	to	to	ADP
easat-1482	74	19	the	the	DET
easat-1482	74	20	others	other	NOUN
easat-1482	74	21	,	,	PUNCT
easat-1482	74	22	namely	namely	ADV
easat-1482	74	23	indonesia	indonesia	PROPN
easat-1482	74	24	,	,	PUNCT
easat-1482	74	25	malaysia	malaysia	PROPN
easat-1482	74	26	,	,	PUNCT
easat-1482	74	27	the	the	DET
easat-1482	74	28	philippines	philippine	NOUN
easat-1482	74	29	,	,	PUNCT
easat-1482	74	30	singapore	singapore	PROPN
easat-1482	74	31	,	,	PUNCT
easat-1482	74	32	thailand	thailand	PROPN
easat-1482	74	33	,	,	PUNCT
easat-1482	74	34	and	and	CCONJ
easat-1482	74	35	vietnam	vietnam	PROPN
easat-1482	74	36	.	.	PUNCT
easat-1482	75	1	this	this	DET
easat-1482	75	2	research	research	NOUN
easat-1482	75	3	uses	use	VERB
easat-1482	75	4	secondary	secondary	ADJ
easat-1482	75	5	data	datum	NOUN
easat-1482	75	6	from	from	ADP
easat-1482	75	7	www.tradingeconomics.com	www.tradingeconomics.com	X
easat-1482	75	8	and	and	CCONJ
easat-1482	75	9	http://www.finance.yahoo.com	http://www.finance.yahoo.com	PROPN
easat-1482	75	10	the	the	DET
easat-1482	75	11	data	datum	NOUN
easat-1482	75	12	used	use	VERB
easat-1482	75	13	in	in	ADP
easat-1482	75	14	this	this	DET
easat-1482	75	15	research	research	NOUN
easat-1482	75	16	was	be	AUX
easat-1482	75	17	taken	take	VERB
easat-1482	75	18	90	90	NUM
easat-1482	75	19	days	day	NOUN
easat-1482	75	20	before	before	ADV
easat-1482	75	21	and	and	CCONJ
easat-1482	75	22	after	after	ADP
easat-1482	75	23	the	the	DET
easat-1482	75	24	red	red	PROPN
easat-1482	75	25	sea	sea	PROPN
easat-1482	75	26	crisis	crisis	NOUN
easat-1482	75	27	event	event	NOUN
easat-1482	75	28	,	,	PUNCT
easat-1482	75	29	starting	start	VERB
easat-1482	75	30	from	from	ADP
easat-1482	75	31	july	july	PROPN
easat-1482	75	32	21	21	NUM
easat-1482	75	33	,	,	PUNCT
easat-1482	75	34	2023	2023	NUM
easat-1482	75	35	until	until	ADP
easat-1482	75	36	then	then	ADV
easat-1482	75	37	.	.	PUNCT
easat-1482	76	1	january	january	PROPN
easat-1482	76	2	17	17	NUM
easat-1482	76	3	,	,	PUNCT
easat-1482	76	4	2024	2024	NUM
easat-1482	76	5	.	.	PUNCT
easat-1482	77	1	the	the	DET
easat-1482	77	2	data	datum	NOUN
easat-1482	77	3	analysis	analysis	NOUN
easat-1482	77	4	techniques	technique	NOUN
easat-1482	77	5	used	use	VERB
easat-1482	77	6	in	in	ADP
easat-1482	77	7	analyzing	analyze	VERB
easat-1482	77	8	the	the	DET
easat-1482	77	9	data	datum	NOUN
easat-1482	77	10	in	in	ADP
easat-1482	77	11	this	this	DET
easat-1482	77	12	research	research	NOUN
easat-1482	77	13	include	include	VERB
easat-1482	77	14	:	:	PUNCT
easat-1482	77	15	1	1	X
easat-1482	77	16	.	.	X
easat-1482	77	17	descriptive	descriptive	ADJ
easat-1482	77	18	statistics	statistic	NOUN
easat-1482	77	19	this	this	DET
easat-1482	77	20	test	test	NOUN
easat-1482	77	21	is	be	AUX
easat-1482	77	22	used	use	VERB
easat-1482	77	23	to	to	PART
easat-1482	77	24	show	show	VERB
easat-1482	77	25	the	the	DET
easat-1482	77	26	characteristics	characteristic	NOUN
easat-1482	77	27	of	of	ADP
easat-1482	77	28	the	the	DET
easat-1482	77	29	data	datum	NOUN
easat-1482	77	30	from	from	ADP
easat-1482	77	31	this	this	DET
easat-1482	77	32	research	research	NOUN
easat-1482	77	33	.	.	PUNCT
easat-1482	78	1	this	this	DET
easat-1482	78	2	test	test	NOUN
easat-1482	78	3	is	be	AUX
easat-1482	78	4	to	to	PART
easat-1482	78	5	see	see	VERB
easat-1482	78	6	the	the	DET
easat-1482	78	7	research	research	NOUN
easat-1482	78	8	data	datum	NOUN
easat-1482	78	9	's	's	PART
easat-1482	78	10	mean	mean	ADJ
easat-1482	78	11	,	,	PUNCT
easat-1482	78	12	median	median	ADJ
easat-1482	78	13	,	,	PUNCT
easat-1482	78	14	maximum	maximum	ADJ
easat-1482	78	15	,	,	PUNCT
easat-1482	78	16	and	and	CCONJ
easat-1482	78	17	minimum	minimum	NOUN
easat-1482	78	18	.	.	PUNCT
easat-1482	79	1	descriptive	descriptive	ADJ
easat-1482	79	2	statistics	statistic	NOUN
easat-1482	79	3	help	help	VERB
easat-1482	79	4	in	in	ADP
easat-1482	79	5	looking	look	VERB
easat-1482	79	6	at	at	ADP
easat-1482	79	7	the	the	DET
easat-1482	79	8	distribution	distribution	NOUN
easat-1482	79	9	of	of	ADP
easat-1482	79	10	data	datum	NOUN
easat-1482	79	11	and	and	CCONJ
easat-1482	79	12	the	the	DET
easat-1482	79	13	distribution	distribution	NOUN
easat-1482	79	14	of	of	ADP
easat-1482	79	15	data	datum	NOUN
easat-1482	79	16	used	use	VERB
easat-1482	79	17	in	in	ADP
easat-1482	79	18	this	this	DET
easat-1482	79	19	research	research	NOUN
easat-1482	79	20	.	.	PUNCT
easat-1482	80	1	2	2	X
easat-1482	80	2	.	.	NOUN
easat-1482	80	3	difference	difference	NOUN
easat-1482	80	4	test	test	NOUN
easat-1482	80	5	this	this	DET
easat-1482	80	6	test	test	NOUN
easat-1482	80	7	was	be	AUX
easat-1482	80	8	carried	carry	VERB
easat-1482	80	9	out	out	ADP
easat-1482	80	10	to	to	PART
easat-1482	80	11	see	see	VERB
easat-1482	80	12	if	if	SCONJ
easat-1482	80	13	there	there	PRON
easat-1482	80	14	was	be	VERB
easat-1482	80	15	a	a	DET
easat-1482	80	16	significant	significant	ADJ
easat-1482	80	17	difference	difference	NOUN
easat-1482	80	18	between	between	ADP
easat-1482	80	19	the	the	DET
easat-1482	80	20	conditions	condition	NOUN
easat-1482	80	21	before	before	ADP
easat-1482	80	22	and	and	CCONJ
easat-1482	80	23	after	after	ADP
easat-1482	80	24	the	the	DET
easat-1482	80	25	red	red	PROPN
easat-1482	80	26	sea	sea	NOUN
easat-1482	80	27	crisis	crisis	NOUN
easat-1482	80	28	.	.	PUNCT
easat-1482	81	1	before	before	ADP
easat-1482	81	2	conducting	conduct	VERB
easat-1482	81	3	a	a	DET
easat-1482	81	4	differential	differential	ADJ
easat-1482	81	5	test	test	NOUN
easat-1482	81	6	,	,	PUNCT
easat-1482	81	7	the	the	DET
easat-1482	81	8	researcher	researcher	NOUN
easat-1482	81	9	conducted	conduct	VERB
easat-1482	81	10	a	a	DET
easat-1482	81	11	normality	normality	NOUN
easat-1482	81	12	http://www.tradingeconomics.com/	http://www.tradingeconomics.com/	NOUN
easat-1482	81	13	http://www.finance.yahoo.com/	http://www.finance.yahoo.com/	PROPN
easat-1482	81	14	1069	1069	NUM
easat-1482	81	15	edelweiss	edelweiss	PROPN
easat-1482	81	16	applied	apply	VERB
easat-1482	81	17	science	science	NOUN
easat-1482	81	18	and	and	CCONJ
easat-1482	81	19	technology	technology	NOUN
easat-1482	81	20	issn	issn	PROPN
easat-1482	81	21	:	:	PUNCT
easat-1482	81	22	2576	2576	NUM
easat-1482	81	23	-	-	SYM
easat-1482	81	24	8484	8484	NUM
easat-1482	81	25	vol	vol	NOUN
easat-1482	81	26	.	.	PROPN
easat-1482	82	1	8	8	NUM
easat-1482	82	2	,	,	PUNCT
easat-1482	82	3	no	no	INTJ
easat-1482	82	4	.	.	NOUN
easat-1482	82	5	4	4	NUM
easat-1482	82	6	:	:	SYM
easat-1482	82	7	1065	1065	NUM
easat-1482	82	8	-	-	SYM
easat-1482	82	9	1076	1076	NUM
easat-1482	82	10	,	,	PUNCT
easat-1482	82	11	2024	2024	NUM
easat-1482	82	12	doi	doi	NOUN
easat-1482	82	13	:	:	PUNCT
easat-1482	82	14	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	82	15	©	©	ADP
easat-1482	82	16	2024	2024	NUM
easat-1482	82	17	by	by	ADP
easat-1482	82	18	the	the	DET
easat-1482	82	19	authors	author	NOUN
easat-1482	82	20	;	;	PUNCT
easat-1482	82	21	licensee	licensee	PROPN
easat-1482	82	22	learning	learning	PROPN
easat-1482	82	23	gate	gate	PROPN
easat-1482	82	24	test	test	NOUN
easat-1482	82	25	first	first	ADV
easat-1482	82	26	.	.	PUNCT
easat-1482	83	1	the	the	DET
easat-1482	83	2	normality	normality	NOUN
easat-1482	83	3	test	test	NOUN
easat-1482	83	4	aims	aim	VERB
easat-1482	83	5	to	to	PART
easat-1482	83	6	find	find	VERB
easat-1482	83	7	out	out	ADP
easat-1482	83	8	whether	whether	SCONJ
easat-1482	83	9	each	each	DET
easat-1482	83	10	variable	variable	NOUN
easat-1482	83	11	has	have	VERB
easat-1482	83	12	a	a	DET
easat-1482	83	13	normal	normal	ADJ
easat-1482	83	14	distribution	distribution	NOUN
easat-1482	83	15	or	or	CCONJ
easat-1482	83	16	not	not	PART
easat-1482	83	17	.	.	PUNCT
easat-1482	84	1	as	as	ADP
easat-1482	84	2	for	for	ADP
easat-1482	84	3	the	the	DET
easat-1482	84	4	test	test	NOUN
easat-1482	84	5	,	,	PUNCT
easat-1482	84	6	it	it	PRON
easat-1482	84	7	was	be	AUX
easat-1482	84	8	carried	carry	VERB
easat-1482	84	9	out	out	ADP
easat-1482	84	10	by	by	ADP
easat-1482	84	11	looking	look	VERB
easat-1482	84	12	at	at	ADP
easat-1482	84	13	the	the	DET
easat-1482	84	14	distribution	distribution	NOUN
easat-1482	84	15	of	of	ADP
easat-1482	84	16	data	datum	NOUN
easat-1482	84	17	before	before	ADV
easat-1482	84	18	and	and	CCONJ
easat-1482	84	19	after	after	ADP
easat-1482	84	20	the	the	DET
easat-1482	84	21	war	war	NOUN
easat-1482	84	22	.	.	PUNCT
easat-1482	85	1	the	the	DET
easat-1482	85	2	normality	normality	NOUN
easat-1482	85	3	test	test	NOUN
easat-1482	85	4	used	use	VERB
easat-1482	85	5	kolmogorov	kolmogorov	PROPN
easat-1482	85	6	-	-	PUNCT
easat-1482	85	7	smirnov	smirnov	NOUN
easat-1482	85	8	(	(	PUNCT
easat-1482	85	9	k	k	NOUN
easat-1482	85	10	-	-	PUNCT
easat-1482	85	11	s	s	NOUN
easat-1482	85	12	)	)	PUNCT
easat-1482	85	13	statistical	statistical	ADJ
easat-1482	85	14	analysis	analysis	NOUN
easat-1482	85	15	.	.	PUNCT
easat-1482	86	1	after	after	ADP
easat-1482	86	2	that	that	PRON
easat-1482	86	3	,	,	PUNCT
easat-1482	86	4	from	from	ADP
easat-1482	86	5	results	result	NOUN
easat-1482	86	6	of	of	ADP
easat-1482	86	7	normality	normality	NOUN
easat-1482	86	8	test	test	NOUN
easat-1482	86	9	,	,	PUNCT
easat-1482	86	10	the	the	DET
easat-1482	86	11	type	type	NOUN
easat-1482	86	12	of	of	ADP
easat-1482	86	13	hypothesis	hypothesis	NOUN
easat-1482	86	14	test	test	NOUN
easat-1482	86	15	to	to	PART
easat-1482	86	16	be	be	AUX
easat-1482	86	17	used	use	VERB
easat-1482	86	18	will	will	AUX
easat-1482	86	19	be	be	AUX
easat-1482	86	20	decided	decide	VERB
easat-1482	86	21	.	.	PUNCT
easat-1482	87	1	hypothesis	hypothesis	NOUN
easat-1482	87	2	tests	test	NOUN
easat-1482	87	3	are	be	AUX
easat-1482	87	4	carried	carry	VERB
easat-1482	87	5	out	out	ADP
easat-1482	87	6	to	to	PART
easat-1482	87	7	answer	answer	VERB
easat-1482	87	8	the	the	DET
easat-1482	87	9	research	research	NOUN
easat-1482	87	10	question	question	NOUN
easat-1482	87	11	.	.	PUNCT
easat-1482	88	1	if	if	SCONJ
easat-1482	88	2	the	the	DET
easat-1482	88	3	data	data	NOUN
easat-1482	88	4	is	be	AUX
easat-1482	88	5	distributed	distribute	VERB
easat-1482	88	6	normally	normally	ADV
easat-1482	88	7	,	,	PUNCT
easat-1482	88	8	one	one	NUM
easat-1482	88	9	sample	sample	NOUN
easat-1482	88	10	t	t	NOUN
easat-1482	88	11	-	-	PUNCT
easat-1482	88	12	test	test	NOUN
easat-1482	88	13	will	will	AUX
easat-1482	88	14	be	be	AUX
easat-1482	88	15	used	use	VERB
easat-1482	88	16	.	.	PUNCT
easat-1482	89	1	however	however	ADV
easat-1482	89	2	,	,	PUNCT
easat-1482	89	3	if	if	SCONJ
easat-1482	89	4	the	the	DET
easat-1482	89	5	data	data	NOUN
easat-1482	89	6	is	be	AUX
easat-1482	89	7	distributed	distribute	VERB
easat-1482	89	8	abnormally	abnormally	ADV
easat-1482	89	9	,	,	PUNCT
easat-1482	89	10	one	one	NUM
easat-1482	89	11	-	-	PUNCT
easat-1482	89	12	sample	sample	NOUN
easat-1482	89	13	wilcoxon	wilcoxon	PROPN
easat-1482	89	14	signed	sign	VERB
easat-1482	89	15	rank	rank	NOUN
easat-1482	89	16	test	test	NOUN
easat-1482	89	17	will	will	AUX
easat-1482	89	18	be	be	AUX
easat-1482	89	19	used	use	VERB
easat-1482	89	20	(	(	PUNCT
easat-1482	89	21	agustina	agustina	PROPN
easat-1482	89	22	&	&	CCONJ
easat-1482	89	23	barus	barus	PROPN
easat-1482	89	24	,	,	PUNCT
easat-1482	89	25	2023	2023	NUM
easat-1482	89	26	)	)	PUNCT
easat-1482	89	27	.	.	PUNCT
easat-1482	90	1	3	3	X
easat-1482	90	2	.	.	X
easat-1482	90	3	garch	garch	NOUN
easat-1482	90	4	model	model	PROPN
easat-1482	90	5	financial	financial	ADJ
easat-1482	90	6	time	time	NOUN
easat-1482	90	7	series	series	PROPN
easat-1482	90	8	often	often	ADV
easat-1482	90	9	exhibit	exhibit	VERB
easat-1482	90	10	periods	period	NOUN
easat-1482	90	11	of	of	ADP
easat-1482	90	12	low	low	ADJ
easat-1482	90	13	volatility	volatility	NOUN
easat-1482	90	14	followed	follow	VERB
easat-1482	90	15	by	by	ADP
easat-1482	90	16	periods	period	NOUN
easat-1482	90	17	of	of	ADP
easat-1482	90	18	high	high	ADJ
easat-1482	90	19	volatility	volatility	NOUN
easat-1482	90	20	;	;	PUNCT
easat-1482	90	21	a	a	DET
easat-1482	90	22	phenomenon	phenomenon	NOUN
easat-1482	90	23	known	know	VERB
easat-1482	90	24	as	as	ADP
easat-1482	90	25	volatility	volatility	NOUN
easat-1482	90	26	clustering	clustering	NOUN
easat-1482	90	27	.	.	PUNCT
easat-1482	91	1	to	to	PART
easat-1482	91	2	model	model	VERB
easat-1482	91	3	this	this	DET
easat-1482	91	4	characteristic	characteristic	NOUN
easat-1482	91	5	in	in	ADP
easat-1482	91	6	economic	economic	ADJ
easat-1482	91	7	and	and	CCONJ
easat-1482	91	8	financial	financial	ADJ
easat-1482	91	9	time	time	NOUN
easat-1482	91	10	series	series	NOUN
easat-1482	91	11	,	,	PUNCT
easat-1482	91	12	arch	arch	ADJ
easat-1482	91	13	and	and	CCONJ
easat-1482	91	14	garch	garch	NOUN
easat-1482	91	15	models	model	NOUN
easat-1482	91	16	are	be	AUX
easat-1482	91	17	commonly	commonly	ADV
easat-1482	91	18	employed	employ	VERB
easat-1482	91	19	(	(	PUNCT
easat-1482	91	20	bollerslev	bollerslev	ADJ
easat-1482	91	21	,	,	PUNCT
easat-1482	91	22	1986	1986	NUM
easat-1482	91	23	)	)	PUNCT
easat-1482	91	24	.	.	PUNCT
easat-1482	92	1	a.	a.	PROPN
easat-1482	92	2	garch	garch	PROPN
easat-1482	92	3	model	model	NOUN
easat-1482	92	4	in	in	ADP
easat-1482	92	5	financial	financial	ADJ
easat-1482	92	6	price	price	NOUN
easat-1482	92	7	volatility	volatility	NOUN
easat-1482	92	8	modeling	modeling	NOUN
easat-1482	92	9	,	,	PUNCT
easat-1482	92	10	the	the	DET
easat-1482	92	11	garch	garch	NOUN
easat-1482	92	12	family	family	NOUN
easat-1482	92	13	is	be	AUX
easat-1482	92	14	chosen	choose	VERB
easat-1482	92	15	for	for	ADP
easat-1482	92	16	its	its	PRON
easat-1482	92	17	ability	ability	NOUN
easat-1482	92	18	to	to	PART
easat-1482	92	19	capture	capture	VERB
easat-1482	92	20	dynamic	dynamic	ADJ
easat-1482	92	21	volatility	volatility	NOUN
easat-1482	92	22	changes	change	NOUN
easat-1482	92	23	and	and	CCONJ
easat-1482	92	24	clustering	clustering	NOUN
easat-1482	92	25	of	of	ADP
easat-1482	92	26	volatility	volatility	NOUN
easat-1482	92	27	.	.	PUNCT
easat-1482	93	1	among	among	ADP
easat-1482	93	2	these	these	DET
easat-1482	93	3	models	model	NOUN
easat-1482	93	4	,	,	PUNCT
easat-1482	93	5	the	the	DET
easat-1482	93	6	one	one	NOUN
easat-1482	93	7	commonly	commonly	ADV
easat-1482	93	8	selected	select	VERB
easat-1482	93	9	is	be	AUX
easat-1482	93	10	referred	refer	VERB
easat-1482	93	11	to	to	ADP
easat-1482	93	12	as	as	ADP
easat-1482	93	13	the	the	DET
easat-1482	93	14	garch	garch	NOUN
easat-1482	93	15	(	(	PUNCT
easat-1482	93	16	1,1	1,1	NUM
easat-1482	93	17	)	)	PUNCT
easat-1482	93	18	model	model	NOUN
easat-1482	93	19	(	(	PUNCT
easat-1482	93	20	karmakar	karmakar	PROPN
easat-1482	93	21	,	,	PUNCT
easat-1482	93	22	2005	2005	NUM
easat-1482	93	23	)	)	PUNCT
easat-1482	93	24	.	.	PUNCT
easat-1482	94	1	b.	b.	PROPN
easat-1482	94	2	gjr	gjr	PROPN
easat-1482	94	3	-	-	PUNCT
easat-1482	94	4	garch	garch	NOUN
easat-1482	94	5	model	model	NOUN
easat-1482	94	6	the	the	DET
easat-1482	94	7	gjr	gjr	NOUN
easat-1482	94	8	-	-	PUNCT
easat-1482	94	9	garch	garch	NOUN
easat-1482	94	10	model	model	NOUN
easat-1482	94	11	was	be	AUX
easat-1482	94	12	employed	employ	VERB
easat-1482	94	13	to	to	PART
easat-1482	94	14	examine	examine	VERB
easat-1482	94	15	asymmetric	asymmetric	ADJ
easat-1482	94	16	characteristics	characteristic	NOUN
easat-1482	94	17	in	in	ADP
easat-1482	94	18	financial	financial	ADJ
easat-1482	94	19	market	market	NOUN
easat-1482	94	20	returns	return	NOUN
easat-1482	94	21	.	.	PUNCT
easat-1482	95	1	according	accord	VERB
easat-1482	95	2	to	to	ADP
easat-1482	95	3	this	this	DET
easat-1482	95	4	model	model	NOUN
easat-1482	95	5	,	,	PUNCT
easat-1482	95	6	it	it	PRON
easat-1482	95	7	suggests	suggest	VERB
easat-1482	95	8	that	that	SCONJ
easat-1482	95	9	investors	investor	NOUN
easat-1482	95	10	are	be	AUX
easat-1482	95	11	more	more	ADV
easat-1482	95	12	anxious	anxious	ADJ
easat-1482	95	13	about	about	ADP
easat-1482	95	14	negative	negative	ADJ
easat-1482	95	15	returns	return	NOUN
easat-1482	95	16	than	than	SCONJ
easat-1482	95	17	they	they	PRON
easat-1482	95	18	are	be	AUX
easat-1482	95	19	about	about	ADP
easat-1482	95	20	positive	positive	ADJ
easat-1482	95	21	returns	return	NOUN
easat-1482	95	22	,	,	PUNCT
easat-1482	95	23	leading	lead	VERB
easat-1482	95	24	to	to	ADP
easat-1482	95	25	what	what	PRON
easat-1482	95	26	is	be	AUX
easat-1482	95	27	known	know	VERB
easat-1482	95	28	as	as	ADP
easat-1482	95	29	the	the	DET
easat-1482	95	30	leverage	leverage	NOUN
easat-1482	95	31	effect	effect	NOUN
easat-1482	95	32	(	(	PUNCT
easat-1482	95	33	karmakar	karmakar	NOUN
easat-1482	95	34	,	,	PUNCT
easat-1482	95	35	2005	2005	NUM
easat-1482	95	36	)	)	PUNCT
easat-1482	95	37	.	.	PUNCT
easat-1482	96	1	c.	c.	PROPN
easat-1482	96	2	e	e	PROPN
easat-1482	96	3	-	-	PROPN
easat-1482	96	4	garch	garch	ADJ
easat-1482	96	5	model	model	NOUN
easat-1482	96	6	this	this	DET
easat-1482	96	7	model	model	NOUN
easat-1482	96	8	is	be	AUX
easat-1482	96	9	the	the	DET
easat-1482	96	10	exponential	exponential	ADJ
easat-1482	96	11	garch	garch	NOUN
easat-1482	96	12	model	model	NOUN
easat-1482	96	13	to	to	PART
easat-1482	96	14	account	account	VERB
easat-1482	96	15	for	for	ADP
easat-1482	96	16	the	the	DET
easat-1482	96	17	asymmetry	asymmetry	NOUN
easat-1482	96	18	in	in	ADP
easat-1482	96	19	the	the	DET
easat-1482	96	20	fundamental	fundamental	ADJ
easat-1482	96	21	garch	garch	NOUN
easat-1482	96	22	model	model	NOUN
easat-1482	96	23	.	.	PUNCT
easat-1482	97	1	the	the	DET
easat-1482	97	2	e	e	ADJ
easat-1482	97	3	-	-	ADJ
easat-1482	97	4	garch	garch	ADJ
easat-1482	97	5	model	model	NOUN
easat-1482	97	6	could	could	AUX
easat-1482	97	7	account	account	VERB
easat-1482	97	8	for	for	ADP
easat-1482	97	9	more	more	ADJ
easat-1482	97	10	lags	lag	NOUN
easat-1482	97	11	in	in	ADP
easat-1482	97	12	conditional	conditional	ADJ
easat-1482	97	13	variance	variance	NOUN
easat-1482	97	14	(	(	PUNCT
easat-1482	97	15	nelson1	nelson1	NOUN
easat-1482	97	16	,	,	PUNCT
easat-1482	97	17	1991	1991	NUM
easat-1482	97	18	)	)	PUNCT
easat-1482	97	19	.	.	PUNCT
easat-1482	98	1	4	4	X
easat-1482	98	2	.	.	X
easat-1482	98	3	result	result	NOUN
easat-1482	98	4	and	and	CCONJ
easat-1482	98	5	discussion	discussion	NOUN
easat-1482	98	6	based	base	VERB
easat-1482	98	7	on	on	ADP
easat-1482	98	8	the	the	DET
easat-1482	98	9	closing	closing	NOUN
easat-1482	98	10	rates	rate	NOUN
easat-1482	98	11	for	for	ADP
easat-1482	98	12	stock	stock	NOUN
easat-1482	98	13	indices	index	NOUN
easat-1482	98	14	(	(	PUNCT
easat-1482	98	15	jci	jci	PROPN
easat-1482	98	16	,	,	PUNCT
easat-1482	98	17	klse	klse	PROPN
easat-1482	98	18	,	,	PUNCT
easat-1482	98	19	set	set	NOUN
easat-1482	98	20	,	,	PUNCT
easat-1482	98	21	sti	sti	PROPN
easat-1482	98	22	,	,	PUNCT
easat-1482	98	23	pse	pse	NOUN
easat-1482	98	24	,	,	PUNCT
easat-1482	98	25	vse	vse	NOUN
easat-1482	98	26	)	)	PUNCT
easat-1482	98	27	,	,	PUNCT
easat-1482	98	28	world	world	NOUN
easat-1482	98	29	gold	gold	NOUN
easat-1482	98	30	,	,	PUNCT
easat-1482	98	31	and	and	CCONJ
easat-1482	98	32	crypto	crypto	NOUN
easat-1482	98	33	currency	currency	NOUN
easat-1482	98	34	(	(	PUNCT
easat-1482	98	35	bitcoin	bitcoin	NOUN
easat-1482	98	36	)	)	PUNCT
easat-1482	98	37	,	,	PUNCT
easat-1482	98	38	90	90	NUM
easat-1482	98	39	days	day	NOUN
easat-1482	98	40	before	before	ADV
easat-1482	98	41	,	,	PUNCT
easat-1482	98	42	90	90	NUM
easat-1482	98	43	days	day	NOUN
easat-1482	98	44	after	after	ADP
easat-1482	98	45	and	and	CCONJ
easat-1482	98	46	during	during	ADP
easat-1482	98	47	the	the	DET
easat-1482	98	48	red	red	PROPN
easat-1482	98	49	sea	sea	PROPN
easat-1482	98	50	war	war	PROPN
easat-1482	98	51	,	,	PUNCT
easat-1482	98	52	the	the	DET
easat-1482	98	53	research	research	NOUN
easat-1482	98	54	results	result	NOUN
easat-1482	98	55	are	be	AUX
easat-1482	98	56	as	as	SCONJ
easat-1482	98	57	follows	follow	VERB
easat-1482	98	58	:	:	PUNCT
easat-1482	98	59	table	table	NOUN
easat-1482	98	60	1	1	NUM
easat-1482	98	61	.	.	PUNCT
easat-1482	98	62	descriptive	descriptive	ADJ
easat-1482	98	63	statistic	statistic	NOUN
easat-1482	98	64	for	for	ADP
easat-1482	98	65	selected	select	VERB
easat-1482	98	66	variables	variable	NOUN
easat-1482	98	67	.	.	PUNCT
easat-1482	99	1	statistic	statistic	PROPN
easat-1482	99	2	/	/	SYM
easat-1482	99	3	v	v	PROPN
easat-1482	99	4	ariables	ariable	VERB
easat-1482	99	5	bitcoin	bitcoin	PROPN
easat-1482	99	6	gold	gold	PROPN
easat-1482	99	7	jci	jci	PROPN
easat-1482	99	8	klse	klse	PROPN
easat-1482	99	9	pse	pse	PROPN
easat-1482	99	10	sti	sti	PROPN
easat-1482	99	11	set	set	VERB
easat-1482	99	12	vse	vse	NOUN
easat-1482	99	13	entire	entire	ADJ
easat-1482	99	14	period	period	NOUN
easat-1482	99	15	mean	mean	VERB
easat-1482	99	16	33514.17	33514.17	NUM
easat-1482	99	17	1962.036	1962.036	NUM
easat-1482	99	18	6986.537	6986.537	NUM
easat-1482	99	19	1451.285	1451.285	NUM
easat-1482	99	20	6310.842	6310.842	NUM
easat-1482	99	21	3180.722	3180.722	NUM
easat-1482	99	22	1458.910	1458.910	NUM
easat-1482	99	23	57.30315	57.30315	NUM
easat-1482	99	24	median	median	NOUN
easat-1482	99	25	29908.74	29908.74	NUM
easat-1482	99	26	1961.800	1961.800	PROPN
easat-1482	99	27	6939.890	6939.890	NUM
easat-1482	99	28	1451.000	1451.000	NUM
easat-1482	99	29	6265.140	6265.140	NUM
easat-1482	99	30	3184.300	3184.300	NUM
easat-1482	99	31	1431.720	1431.720	NUM
easat-1482	99	32	56.97000	56.97000	NUM
easat-1482	99	33	maximum	maximum	ADJ
easat-1482	99	34	46970.50	46970.50	NUM
easat-1482	99	35	2081.900	2081.900	NUM
easat-1482	99	36	7359.760	7359.760	NUM
easat-1482	99	37	1501.110	1501.110	DET
easat-1482	99	38	6680.450	6680.450	NUM
easat-1482	99	39	3373.980	3373.980	NUM
easat-1482	99	40	1576.670	1576.670	NUM
easat-1482	99	41	65.47000	65.47000	NUM
easat-1482	99	42	minimum	minimum	NOUN
easat-1482	99	43	25162.65	25162.65	NUM
easat-1482	100	1	1816.600	1816.600	PRON
easat-1482	100	2	6642.420	6642.420	NUM
easat-1482	100	3	1413.520	1413.520	NUM
easat-1482	100	4	5961.990	5961.990	NUM
easat-1482	100	5	3053.360	3053.360	NUM
easat-1482	100	6	1357.970	1357.970	NUM
easat-1482	100	7	48.47000	48.47000	NUM
easat-1482	100	8	std	std	NOUN
easat-1482	100	9	.	.	PUNCT
easat-1482	101	1	dev	dev	PROPN
easat-1482	101	2	.	.	PUNCT
easat-1482	102	1	6821.974	6821.974	NUM
easat-1482	102	2	61.98186	61.98186	NUM
easat-1482	102	3	154.1577	154.1577	NUM
easat-1482	102	4	16.05858	16.05858	NUM
easat-1482	102	5	188.4041	188.4041	NUM
easat-1482	102	6	75.93907	75.93907	NUM
easat-1482	102	7	65.71474	65.71474	NUM
easat-1482	102	8	3.907515	3.907515	NUM
easat-1482	102	9	skewness	skewness	NOUN
easat-1482	102	10	0.421270	0.421270	NUM
easat-1482	102	11	-0.141929	-0.141929	NOUN
easat-1482	102	12	0.681192	0.681192	NUM
easat-1482	102	13	0.373443	0.373443	NUM
easat-1482	102	14	0.308800	0.308800	NUM
easat-1482	102	15	0.433292	0.433292	NUM
easat-1482	102	16	0.323565	0.323565	NUM
easat-1482	102	17	0.173960	0.173960	NUM
easat-1482	102	18	kurtosis	kurtosis	VERB
easat-1482	102	19	1.642276	1.642276	NUM
easat-1482	102	20	2.450279	2.450279	NUM
easat-1482	102	21	2.674506	2.674506	NUM
easat-1482	102	22	4.580923	4.580923	NUM
easat-1482	102	23	2.234884	2.234884	NUM
easat-1482	102	24	2.626672	2.626672	NUM
easat-1482	102	25	1.458367	1.458367	NUM
easat-1482	102	26	2.004413	2.004413	NUM
easat-1482	102	27	jarquebera	jarquebera	NOUN
easat-1482	102	28	19.25605	19.25605	NUM
easat-1482	102	29	2.886714	2.886714	NUM
easat-1482	102	30	14.79703	14.79703	NUM
easat-1482	102	31	23.05607	23.05607	NUM
easat-1482	102	32	7.291527	7.291527	NUM
easat-1482	102	33	6.714653	6.714653	NUM
easat-1482	102	34	21.08203	21.08203	NUM
easat-1482	102	35	8.388152	8.388152	NUM
easat-1482	102	36	probability	probability	NOUN
easat-1482	102	37	0.000066	0.000066	NUM
easat-1482	102	38	0.236134	0.236134	NUM
easat-1482	102	39	0.000612	0.000612	NUM
easat-1482	102	40	0.000010	0.000010	NUM
easat-1482	102	41	0.026101	0.026101	NUM
easat-1482	102	42	0.034828	0.034828	NUM
easat-1482	102	43	0.000026	0.000026	NUM
easat-1482	102	44	0.015085	0.015085	NUM
easat-1482	102	45	before	before	SCONJ
easat-1482	102	46	red	red	PROPN
easat-1482	102	47	sea	sea	PROPN
easat-1482	102	48	war	war	NOUN
easat-1482	102	49	mean	mean	VERB
easat-1482	102	50	27481.11	27481.11	NUM
easat-1482	102	51	1912.194	1912.194	NUM
easat-1482	103	1	6923.572	6923.572	NUM
easat-1482	103	2	1445.229	1445.229	NUM
easat-1482	103	3	6315.812	6315.812	NUM
easat-1482	103	4	3234.993	3234.993	NUM
easat-1482	103	5	1517.117	1517.117	NUM
easat-1482	103	6	54.51489	54.51489	NUM
easat-1482	103	7	median	median	NOUN
easat-1482	103	8	27076.78	27076.78	NUM
easat-1482	103	9	1918.450	1918.450	NUM
easat-1482	104	1	6922.995	6922.995	NUM
easat-1482	104	2	1448.095	1448.095	NUM
easat-1482	104	3	6266.340	6266.340	NUM
easat-1482	104	4	3218.485	3218.485	NUM
easat-1482	104	5	1529.250	1529.250	NUM
easat-1482	104	6	53.74000	53.74000	NUM
easat-1482	104	7	maximum	maximum	NOUN
easat-1482	104	8	30084.54	30084.54	NUM
easat-1482	104	9	1970.500	1970.500	NUM
easat-1482	104	10	7016.840	7016.840	NUM
easat-1482	104	11	1463.510	1463.510	NUM
easat-1482	104	12	6679.130	6679.130	NUM
easat-1482	104	13	3373.980	3373.980	NUM
easat-1482	104	14	1576.670	1576.670	NUM
easat-1482	104	15	58.82000	58.82000	NUM
easat-1482	104	16	minimum	minimum	NOUN
easat-1482	104	17	25162.65	25162.65	NUM
easat-1482	104	18	1816.600	1816.600	NUM
easat-1482	104	19	6852.840	6852.840	NUM
easat-1482	104	20	1413.520	1413.520	NUM
easat-1482	104	21	6041.040	6041.040	NUM
easat-1482	104	22	3136.620	3136.620	NUM
easat-1482	104	23	1427.110	1427.110	NUM
easat-1482	104	24	48.47000	48.47000	NUM
easat-1482	104	25	1070	1070	NUM
easat-1482	104	26	edelweiss	edelweiss	PROPN
easat-1482	104	27	applied	apply	VERB
easat-1482	104	28	science	science	NOUN
easat-1482	104	29	and	and	CCONJ
easat-1482	104	30	technology	technology	NOUN
easat-1482	104	31	issn	issn	PROPN
easat-1482	104	32	:	:	PUNCT
easat-1482	104	33	2576	2576	NUM
easat-1482	104	34	-	-	SYM
easat-1482	104	35	8484	8484	NUM
easat-1482	104	36	vol	vol	NOUN
easat-1482	104	37	.	.	PROPN
easat-1482	105	1	8	8	NUM
easat-1482	105	2	,	,	PUNCT
easat-1482	105	3	no	no	INTJ
easat-1482	105	4	.	.	NOUN
easat-1482	105	5	4	4	NUM
easat-1482	105	6	:	:	SYM
easat-1482	105	7	1065	1065	NUM
easat-1482	105	8	-	-	SYM
easat-1482	105	9	1076	1076	NUM
easat-1482	105	10	,	,	PUNCT
easat-1482	105	11	2024	2024	NUM
easat-1482	105	12	doi	doi	NOUN
easat-1482	105	13	:	:	PUNCT
easat-1482	105	14	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	105	15	©	©	ADP
easat-1482	105	16	2024	2024	NUM
easat-1482	105	17	by	by	ADP
easat-1482	105	18	the	the	DET
easat-1482	105	19	authors	author	NOUN
easat-1482	105	20	;	;	PUNCT
easat-1482	105	21	licensee	licensee	PROPN
easat-1482	105	22	learning	learn	VERB
easat-1482	105	23	gate	gate	PROPN
easat-1482	105	24	statistic	statistic	PROPN
easat-1482	105	25	/	/	SYM
easat-1482	105	26	v	v	PROPN
easat-1482	105	27	ariables	ariable	VERB
easat-1482	105	28	bitcoin	bitcoin	PROPN
easat-1482	105	29	gold	gold	PROPN
easat-1482	105	30	jci	jci	PROPN
easat-1482	105	31	klse	klse	PROPN
easat-1482	105	32	pse	pse	PROPN
easat-1482	105	33	sti	sti	PROPN
easat-1482	105	34	set	set	VERB
easat-1482	105	35	vse	vse	NOUN
easat-1482	105	36	std	std	PROPN
easat-1482	105	37	.	.	PUNCT
easat-1482	105	38	dev	dev	PROPN
easat-1482	105	39	.	.	PUNCT
easat-1482	106	1	1397.813	1397.813	NUM
easat-1482	106	2	37.77119	37.77119	NUM
easat-1482	106	3	43.28175	43.28175	NUM
easat-1482	106	4	13.85425	13.85425	NUM
easat-1482	106	5	165.3575	165.3575	NUM
easat-1482	106	6	57.75065	57.75065	NUM
easat-1482	106	7	40.64449	40.64449	NUM
easat-1482	106	8	2.204941	2.204941	NUM
easat-1482	106	9	skewness	skewness	NOUN
easat-1482	106	10	0.350923	0.350923	NUM
easat-1482	106	11	-0.910337	-0.910337	NOUN
easat-1482	106	12	0.392261	0.392261	NUM
easat-1482	106	13	-0.992254	-0.992254	NOUN
easat-1482	106	14	0.796269	0.796269	NUM
easat-1482	106	15	0.729105	0.729105	NUM
easat-1482	106	16	-0.913505	-0.913505	NOUN
easat-1482	106	17	-0.112417	-0.112417	NOUN
easat-1482	106	18	kurtosis	kurtosis	VERB
easat-1482	106	19	1.629148	1.629148	NUM
easat-1482	106	20	3.222891	3.222891	NUM
easat-1482	106	21	2.334073	2.334073	NUM
easat-1482	106	22	3.068806	3.068806	NUM
easat-1482	106	23	2.639861	2.639861	NUM
easat-1482	106	24	2.815348	2.815348	NUM
easat-1482	106	25	2.559433	2.559433	NUM
easat-1482	106	26	2.530073	2.530073	NUM
easat-1482	106	27	jarquebera	jarquebera	NOUN
easat-1482	106	28	8.894336	8.894336	NUM
easat-1482	106	29	12.61700	12.61700	NUM
easat-1482	106	30	3.971000	3.971000	NUM
easat-1482	106	31	14.78628	14.78628	NUM
easat-1482	106	32	9.997043	9.997043	NUM
easat-1482	106	33	8.101777	8.101777	NUM
easat-1482	106	34	13.24524	13.24524	NUM
easat-1482	106	35	1.017682	1.017682	NUM
easat-1482	106	36	probability	probability	NOUN
easat-1482	106	37	0.011712	0.011712	NUM
easat-1482	106	38	0.001821	0.001821	NUM
easat-1482	106	39	0.137312	0.137312	NUM
easat-1482	106	40	0.000615	0.000615	NUM
easat-1482	106	41	0.006748	0.006748	NUM
easat-1482	106	42	0.017407	0.017407	NUM
easat-1482	106	43	0.001330	0.001330	NUM
easat-1482	106	44	0.601192	0.601192	NUM
easat-1482	106	45	after	after	SCONJ
easat-1482	106	46	red	red	PROPN
easat-1482	106	47	sea	sea	PROPN
easat-1482	106	48	war	war	NOUN
easat-1482	106	49	mean	mean	VERB
easat-1482	106	50	39600.51	39600.51	NUM
easat-1482	106	51	2011.808	2011.808	NUM
easat-1482	106	52	7051.060	7051.060	NUM
easat-1482	106	53	1457.436	1457.436	NUM
easat-1482	107	1	6306.890	6306.890	PROPN
easat-1482	107	2	3127.352	3127.352	NUM
easat-1482	107	3	1401.103	1401.103	NUM
easat-1482	107	4	60.11033	60.11033	NUM
easat-1482	107	5	median	median	NOUN
easat-1482	107	6	40611.11	40611.11	NUM
easat-1482	107	7	2007.200	2007.200	NUM
easat-1482	107	8	7078.040	7078.040	NUM
easat-1482	107	9	1454.380	1454.380	ADJ
easat-1482	107	10	6260.440	6260.440	NUM
easat-1482	108	1	3114.075	3114.075	NUM
easat-1482	108	2	1401.560	1401.560	NUM
easat-1482	108	3	60.89000	60.89000	NUM
easat-1482	108	4	maximum	maximum	ADJ
easat-1482	108	5	46970.50	46970.50	NUM
easat-1482	108	6	2081.900	2081.900	NUM
easat-1482	108	7	7359.760	7359.760	NUM
easat-1482	109	1	1501.110	1501.110	DET
easat-1482	109	2	6680.450	6680.450	NUM
easat-1482	109	3	3240.270	3240.270	NUM
easat-1482	109	4	1434.590	1434.590	NUM
easat-1482	109	5	65.47000	65.47000	NUM
easat-1482	109	6	minimum	minimum	NOUN
easat-1482	109	7	29682.95	29682.95	NUM
easat-1482	109	8	1932.600	1932.600	NUM
easat-1482	109	9	6642.420	6642.420	NUM
easat-1482	109	10	1435.330	1435.330	NUM
easat-1482	109	11	5961.990	5961.990	NUM
easat-1482	109	12	3053.360	3053.360	NUM
easat-1482	109	13	1357.970	1357.970	NUM
easat-1482	109	14	52.80000	52.80000	NUM
easat-1482	109	15	std	std	NOUN
easat-1482	109	16	.	.	PUNCT
easat-1482	109	17	dev	dev	PROPN
easat-1482	109	18	.	.	PUNCT
easat-1482	110	1	4200.694	4200.694	NUM
easat-1482	110	2	36.40822	36.40822	NUM
easat-1482	110	3	194.2941	194.2941	NUM
easat-1482	110	4	15.91958	15.91958	NUM
easat-1482	110	5	210.5032	210.5032	NUM
easat-1482	110	6	48.94090	48.94090	NUM
easat-1482	110	7	16.19179	16.19179	NUM
easat-1482	110	8	3.186774	3.186774	NUM
easat-1482	110	9	skewness	skewness	NOUN
easat-1482	110	10	-0.308301	-0.308301	NOUN
easat-1482	110	11	-0.071936	-0.071936	NOUN
easat-1482	110	12	-0.265987	-0.265987	PUNCT
easat-1482	111	1	1.133928	1.133928	NUM
easat-1482	111	2	0.076667	0.076667	NUM
easat-1482	111	3	0.700155	0.700155	NUM
easat-1482	111	4	-0.085054	-0.085054	NOUN
easat-1482	111	5	-0.718397	-0.718397	NOUN
easat-1482	111	6	kurtosis	kurtosis	VERB
easat-1482	111	7	2.086262	2.086262	NUM
easat-1482	111	8	2.185847	2.185847	NUM
easat-1482	111	9	1.783406	1.783406	NUM
easat-1482	111	10	3.507667	3.507667	NUM
easat-1482	111	11	1.876149	1.876149	NUM
easat-1482	111	12	2.554552	2.554552	NUM
easat-1482	111	13	2.291383	2.291383	NUM
easat-1482	111	14	2.902355	2.902355	NUM
easat-1482	111	15	jarquebera	jarquebera	NOUN
easat-1482	111	16	4.556681	4.556681	NUM
easat-1482	111	17	2.563289	2.563289	NUM
easat-1482	111	18	6.611619	6.611619	NUM
easat-1482	111	19	20.25336	20.25336	NUM
easat-1482	111	20	4.824574	4.824574	NUM
easat-1482	111	21	8.097355	8.097355	NUM
easat-1482	111	22	1.991532	1.991532	NUM
easat-1482	111	23	7.777165	7.777165	NUM
easat-1482	111	24	probability	probability	NOUN
easat-1482	111	25	0.102454	0.102454	NUM
easat-1482	111	26	0.277580	0.277580	NUM
easat-1482	111	27	0.036670	0.036670	NUM
easat-1482	111	28	0.000040	0.000040	NUM
easat-1482	111	29	0.089610	0.089610	NUM
easat-1482	111	30	0.017445	0.017445	NUM
easat-1482	111	31	0.369440	0.369440	NUM
easat-1482	111	32	0.020474	0.020474	NUM
easat-1482	111	33	the	the	DET
easat-1482	111	34	results	result	NOUN
easat-1482	111	35	of	of	ADP
easat-1482	111	36	descriptive	descriptive	ADJ
easat-1482	111	37	statistics	statistic	NOUN
easat-1482	111	38	for	for	ADP
easat-1482	111	39	selected	select	VERB
easat-1482	111	40	variables	variable	NOUN
easat-1482	111	41	over	over	ADP
easat-1482	111	42	the	the	DET
easat-1482	111	43	entire	entire	ADJ
easat-1482	111	44	period	period	NOUN
easat-1482	111	45	(	(	PUNCT
easat-1482	111	46	from	from	ADP
easat-1482	111	47	21	21	NUM
easat-1482	111	48	july	july	PROPN
easat-1482	111	49	2023	2023	NUM
easat-1482	111	50	to	to	ADP
easat-1482	111	51	17	17	NUM
easat-1482	111	52	january	january	PROPN
easat-1482	111	53	2024	2024	NUM
easat-1482	111	54	)	)	PUNCT
easat-1482	111	55	are	be	AUX
easat-1482	111	56	presented	present	VERB
easat-1482	111	57	in	in	ADP
easat-1482	111	58	table	table	NOUN
easat-1482	111	59	1	1	NUM
easat-1482	111	60	.	.	PUNCT
easat-1482	112	1	according	accord	VERB
easat-1482	112	2	to	to	ADP
easat-1482	112	3	standard	standard	ADJ
easat-1482	112	4	deviation	deviation	NOUN
easat-1482	112	5	,	,	PUNCT
easat-1482	112	6	bitcoin	bitcoin	PROPN
easat-1482	112	7	was	be	AUX
easat-1482	112	8	the	the	DET
easat-1482	112	9	most	most	ADV
easat-1482	112	10	volatile	volatile	ADJ
easat-1482	112	11	with	with	ADP
easat-1482	112	12	a	a	DET
easat-1482	112	13	value	value	NOUN
easat-1482	112	14	of	of	ADP
easat-1482	112	15	6821.974	6821.974	NUM
easat-1482	112	16	,	,	PUNCT
easat-1482	112	17	while	while	SCONJ
easat-1482	112	18	vse	vse	NOUN
easat-1482	112	19	was	be	AUX
easat-1482	112	20	the	the	DET
easat-1482	112	21	least	least	ADJ
easat-1482	112	22	volatile	volatile	ADJ
easat-1482	112	23	,	,	PUNCT
easat-1482	112	24	with	with	ADP
easat-1482	112	25	a	a	DET
easat-1482	112	26	value	value	NOUN
easat-1482	112	27	of	of	ADP
easat-1482	112	28	3.907515	3.907515	NUM
easat-1482	112	29	.	.	PUNCT
easat-1482	113	1	this	this	PRON
easat-1482	113	2	indicates	indicate	VERB
easat-1482	113	3	that	that	SCONJ
easat-1482	113	4	bitcoin	bitcoin	NOUN
easat-1482	113	5	was	be	AUX
easat-1482	113	6	more	more	ADV
easat-1482	113	7	likely	likely	ADJ
easat-1482	113	8	to	to	PART
easat-1482	113	9	experience	experience	VERB
easat-1482	113	10	large	large	ADJ
easat-1482	113	11	swings	swing	NOUN
easat-1482	113	12	in	in	ADP
easat-1482	113	13	price	price	NOUN
easat-1482	113	14	than	than	ADP
easat-1482	113	15	the	the	DET
easat-1482	113	16	vse	vse	NOUN
easat-1482	113	17	index	index	NOUN
easat-1482	113	18	.	.	PUNCT
easat-1482	114	1	the	the	DET
easat-1482	114	2	price	price	NOUN
easat-1482	114	3	distributions	distribution	NOUN
easat-1482	114	4	of	of	ADP
easat-1482	114	5	all	all	DET
easat-1482	114	6	the	the	DET
easat-1482	114	7	variables	variable	NOUN
easat-1482	114	8	except	except	SCONJ
easat-1482	114	9	gold	gold	NOUN
easat-1482	114	10	were	be	AUX
easat-1482	114	11	positively	positively	ADV
easat-1482	114	12	skewed	skew	VERB
easat-1482	114	13	,	,	PUNCT
easat-1482	114	14	indicating	indicate	VERB
easat-1482	114	15	that	that	SCONJ
easat-1482	114	16	the	the	DET
easat-1482	114	17	probability	probability	NOUN
easat-1482	114	18	of	of	ADP
easat-1482	114	19	price	price	NOUN
easat-1482	114	20	increases	increase	NOUN
easat-1482	114	21	was	be	AUX
easat-1482	114	22	higher	high	ADJ
easat-1482	114	23	than	than	ADP
easat-1482	114	24	the	the	DET
easat-1482	114	25	probability	probability	NOUN
easat-1482	114	26	of	of	ADP
easat-1482	114	27	price	price	NOUN
easat-1482	114	28	decreases	decrease	NOUN
easat-1482	114	29	.	.	PUNCT
easat-1482	115	1	overall	overall	ADV
easat-1482	115	2	,	,	PUNCT
easat-1482	115	3	the	the	DET
easat-1482	115	4	vse	vse	NOUN
easat-1482	115	5	index	index	NOUN
easat-1482	115	6	did	do	AUX
easat-1482	115	7	not	not	PART
easat-1482	115	8	experience	experience	VERB
easat-1482	115	9	much	much	ADJ
easat-1482	115	10	volatility	volatility	NOUN
easat-1482	115	11	during	during	ADP
easat-1482	115	12	this	this	DET
easat-1482	115	13	period	period	NOUN
easat-1482	115	14	,	,	PUNCT
easat-1482	115	15	suggesting	suggest	VERB
easat-1482	115	16	that	that	SCONJ
easat-1482	115	17	investing	invest	VERB
easat-1482	115	18	in	in	ADP
easat-1482	115	19	this	this	DET
easat-1482	115	20	index	index	NOUN
easat-1482	115	21	has	have	VERB
easat-1482	115	22	a	a	DET
easat-1482	115	23	moderate	moderate	ADJ
easat-1482	115	24	to	to	PART
easat-1482	115	25	low	low	ADJ
easat-1482	115	26	risk	risk	NOUN
easat-1482	115	27	.	.	PUNCT
easat-1482	116	1	however	however	ADV
easat-1482	116	2	,	,	PUNCT
easat-1482	116	3	the	the	DET
easat-1482	116	4	results	result	NOUN
easat-1482	116	5	from	from	ADP
easat-1482	116	6	the	the	DET
easat-1482	116	7	period	period	NOUN
easat-1482	116	8	before	before	ADP
easat-1482	116	9	the	the	DET
easat-1482	116	10	red	red	PROPN
easat-1482	116	11	sea	sea	NOUN
easat-1482	116	12	crisis	crisis	NOUN
easat-1482	116	13	(	(	PUNCT
easat-1482	116	14	from	from	ADP
easat-1482	116	15	21	21	NUM
easat-1482	116	16	july	july	PROPN
easat-1482	116	17	2023	2023	NUM
easat-1482	116	18	to	to	ADP
easat-1482	116	19	18	18	NUM
easat-1482	116	20	october	october	PROPN
easat-1482	116	21	2023	2023	NUM
easat-1482	116	22	)	)	PUNCT
easat-1482	116	23	show	show	VERB
easat-1482	116	24	that	that	SCONJ
easat-1482	116	25	although	although	SCONJ
easat-1482	116	26	the	the	DET
easat-1482	116	27	vse	vse	NOUN
easat-1482	116	28	index	index	NOUN
easat-1482	116	29	was	be	AUX
easat-1482	116	30	the	the	DET
easat-1482	116	31	least	least	ADV
easat-1482	116	32	volatile	volatile	ADJ
easat-1482	116	33	,	,	PUNCT
easat-1482	116	34	its	its	PRON
easat-1482	116	35	price	price	NOUN
easat-1482	116	36	distribution	distribution	NOUN
easat-1482	116	37	experienced	experience	VERB
easat-1482	116	38	negative	negative	ADJ
easat-1482	116	39	skewness	skewness	NOUN
easat-1482	116	40	.	.	PUNCT
easat-1482	117	1	this	this	PRON
easat-1482	117	2	indicates	indicate	VERB
easat-1482	117	3	that	that	SCONJ
easat-1482	117	4	before	before	ADP
easat-1482	117	5	the	the	DET
easat-1482	117	6	red	red	PROPN
easat-1482	117	7	sea	sea	NOUN
easat-1482	117	8	crisis	crisis	NOUN
easat-1482	117	9	,	,	PUNCT
easat-1482	117	10	the	the	DET
easat-1482	117	11	probability	probability	NOUN
easat-1482	117	12	of	of	ADP
easat-1482	117	13	a	a	DET
easat-1482	117	14	price	price	NOUN
easat-1482	117	15	decrease	decrease	NOUN
easat-1482	117	16	was	be	AUX
easat-1482	117	17	higher	high	ADJ
easat-1482	117	18	than	than	ADP
easat-1482	117	19	the	the	DET
easat-1482	117	20	probability	probability	NOUN
easat-1482	117	21	of	of	ADP
easat-1482	117	22	a	a	DET
easat-1482	117	23	price	price	NOUN
easat-1482	117	24	increase	increase	NOUN
easat-1482	117	25	.	.	PUNCT
easat-1482	118	1	overall	overall	ADV
easat-1482	118	2	,	,	PUNCT
easat-1482	118	3	in	in	ADP
easat-1482	118	4	the	the	DET
easat-1482	118	5	period	period	NOUN
easat-1482	118	6	before	before	ADP
easat-1482	118	7	the	the	DET
easat-1482	118	8	red	red	PROPN
easat-1482	118	9	sea	sea	NOUN
easat-1482	118	10	crisis	crisis	NOUN
easat-1482	118	11	,	,	PUNCT
easat-1482	118	12	it	it	PRON
easat-1482	118	13	is	be	AUX
easat-1482	118	14	evident	evident	ADJ
easat-1482	118	15	that	that	SCONJ
easat-1482	118	16	the	the	DET
easat-1482	118	17	jci	jci	PROPN
easat-1482	118	18	index	index	NOUN
easat-1482	118	19	was	be	AUX
easat-1482	118	20	more	more	ADV
easat-1482	118	21	stable	stable	ADJ
easat-1482	118	22	than	than	ADP
easat-1482	118	23	the	the	DET
easat-1482	118	24	other	other	ADJ
easat-1482	118	25	variables	variable	NOUN
easat-1482	118	26	.	.	PUNCT
easat-1482	119	1	nevertheless	nevertheless	ADV
easat-1482	119	2	,	,	PUNCT
easat-1482	119	3	the	the	DET
easat-1482	119	4	results	result	NOUN
easat-1482	119	5	from	from	ADP
easat-1482	119	6	the	the	DET
easat-1482	119	7	period	period	NOUN
easat-1482	119	8	after	after	ADP
easat-1482	119	9	the	the	DET
easat-1482	119	10	red	red	PROPN
easat-1482	119	11	sea	sea	NOUN
easat-1482	119	12	crisis	crisis	NOUN
easat-1482	119	13	(	(	PUNCT
easat-1482	119	14	20	20	NUM
easat-1482	119	15	october	october	NOUN
easat-1482	119	16	2023	2023	NUM
easat-1482	119	17	to	to	ADP
easat-1482	119	18	17	17	NUM
easat-1482	119	19	january	january	PROPN
easat-1482	119	20	2024	2024	NUM
easat-1482	119	21	)	)	PUNCT
easat-1482	119	22	show	show	VERB
easat-1482	119	23	that	that	SCONJ
easat-1482	119	24	the	the	DET
easat-1482	119	25	klse	klse	PROPN
easat-1482	119	26	index	index	NOUN
easat-1482	119	27	was	be	AUX
easat-1482	119	28	the	the	DET
easat-1482	119	29	second	second	ADJ
easat-1482	119	30	least	least	ADJ
easat-1482	119	31	volatile	volatile	ADJ
easat-1482	119	32	variable	variable	NOUN
easat-1482	119	33	after	after	ADP
easat-1482	119	34	the	the	DET
easat-1482	119	35	vse	vse	PROPN
easat-1482	119	36	index	index	NOUN
easat-1482	119	37	.	.	PUNCT
easat-1482	120	1	the	the	DET
easat-1482	120	2	low	low	ADJ
easat-1482	120	3	volatility	volatility	NOUN
easat-1482	120	4	of	of	ADP
easat-1482	120	5	this	this	DET
easat-1482	120	6	index	index	NOUN
easat-1482	120	7	corresponded	correspond	VERB
easat-1482	120	8	with	with	ADP
easat-1482	120	9	positive	positive	ADJ
easat-1482	120	10	skewness	skewness	NOUN
easat-1482	120	11	,	,	PUNCT
easat-1482	120	12	meaning	mean	VERB
easat-1482	120	13	that	that	SCONJ
easat-1482	120	14	after	after	ADP
easat-1482	120	15	the	the	DET
easat-1482	120	16	red	red	PROPN
easat-1482	120	17	sea	sea	PROPN
easat-1482	120	18	crisis	crisis	NOUN
easat-1482	120	19	,	,	PUNCT
easat-1482	120	20	the	the	DET
easat-1482	120	21	probability	probability	NOUN
easat-1482	120	22	of	of	ADP
easat-1482	120	23	a	a	DET
easat-1482	120	24	price	price	NOUN
easat-1482	120	25	increase	increase	NOUN
easat-1482	120	26	was	be	AUX
easat-1482	120	27	higher	high	ADJ
easat-1482	120	28	than	than	ADP
easat-1482	120	29	the	the	DET
easat-1482	120	30	probability	probability	NOUN
easat-1482	120	31	of	of	ADP
easat-1482	120	32	a	a	DET
easat-1482	120	33	price	price	NOUN
easat-1482	120	34	decrease	decrease	NOUN
easat-1482	120	35	.	.	PUNCT
easat-1482	121	1	thus	thus	ADV
easat-1482	121	2	,	,	PUNCT
easat-1482	121	3	in	in	ADP
easat-1482	121	4	other	other	ADJ
easat-1482	121	5	words	word	NOUN
easat-1482	121	6	,	,	PUNCT
easat-1482	121	7	after	after	ADP
easat-1482	121	8	this	this	DET
easat-1482	121	9	crisis	crisis	NOUN
easat-1482	121	10	,	,	PUNCT
easat-1482	121	11	investing	invest	VERB
easat-1482	121	12	in	in	ADP
easat-1482	121	13	the	the	DET
easat-1482	121	14	klse	klse	NOUN
easat-1482	121	15	index	index	NOUN
easat-1482	121	16	became	become	VERB
easat-1482	121	17	a	a	DET
easat-1482	121	18	safe	safe	ADJ
easat-1482	121	19	choice	choice	NOUN
easat-1482	121	20	for	for	ADP
easat-1482	121	21	investors	investor	NOUN
easat-1482	121	22	with	with	ADP
easat-1482	121	23	moderate	moderate	ADJ
easat-1482	121	24	to	to	PART
easat-1482	121	25	low	low	ADJ
easat-1482	121	26	risk	risk	NOUN
easat-1482	121	27	.	.	PUNCT
easat-1482	122	1	table	table	NOUN
easat-1482	122	2	2	2	NUM
easat-1482	122	3	.	.	PUNCT
easat-1482	123	1	independent	independent	ADJ
easat-1482	123	2	samples	sample	NOUN
easat-1482	123	3	test	test	NOUN
easat-1482	123	4	for	for	ADP
easat-1482	123	5	difference	difference	NOUN
easat-1482	123	6	testing	testing	NOUN
easat-1482	123	7	.	.	PUNCT
easat-1482	124	1	variable	variable	ADJ
easat-1482	124	2	normality	normality	NOUN
easat-1482	124	3	test	test	NOUN
easat-1482	124	4	difference	difference	NOUN
easat-1482	124	5	testing	testing	NOUN
easat-1482	124	6	before	before	ADP
easat-1482	124	7	crisis	crisis	NOUN
easat-1482	124	8	after	after	ADP
easat-1482	124	9	crisis	crisis	NOUN
easat-1482	124	10	test	test	NOUN
easat-1482	124	11	sig	sig	PROPN
easat-1482	124	12	.	.	PUNCT
easat-1482	125	1	result	result	PROPN
easat-1482	125	2	jci	jci	PROPN
easat-1482	125	3	index	index	PROPN
easat-1482	125	4	0,010	0,010	NUM
easat-1482	125	5	0,000	0,000	NUM
easat-1482	126	1	wilcoxon	wilcoxon	ADJ
easat-1482	126	2	test	test	NOUN
easat-1482	126	3	0,000	0,000	NUM
easat-1482	126	4	significant	significant	ADJ
easat-1482	126	5	klse	klse	NOUN
easat-1482	126	6	index	index	NOUN
easat-1482	126	7	0,000	0,000	NUM
easat-1482	126	8	0,000	0,000	NUM
easat-1482	126	9	wilcoxon	wilcoxon	ADJ
easat-1482	126	10	test	test	NOUN
easat-1482	126	11	0,000	0,000	NUM
easat-1482	126	12	significant	significant	ADJ
easat-1482	126	13	pse	pse	NOUN
easat-1482	126	14	index	index	NOUN
easat-1482	126	15	0,000	0,000	NUM
easat-1482	126	16	0,001	0,001	NUM
easat-1482	126	17	wilcoxon	wilcoxon	ADJ
easat-1482	126	18	test	test	NOUN
easat-1482	126	19	0,777	0,777	NUM
easat-1482	127	1	no	no	DET
easat-1482	127	2	significant	significant	ADJ
easat-1482	127	3	sti	sti	PROPN
easat-1482	127	4	index	index	NOUN
easat-1482	127	5	0,000	0,000	NUM
easat-1482	127	6	0,000	0,000	NUM
easat-1482	127	7	wilcoxon	wilcoxon	ADJ
easat-1482	127	8	test	test	NOUN
easat-1482	127	9	0,000	0,000	NUM
easat-1482	127	10	significant	significant	ADJ
easat-1482	127	11	set	set	VERB
easat-1482	127	12	index	index	NOUN
easat-1482	127	13	0,000	0,000	NUM
easat-1482	127	14	0,056	0,056	NUM
easat-1482	127	15	t	t	NOUN
easat-1482	127	16	-	-	PUNCT
easat-1482	127	17	test	test	NOUN
easat-1482	127	18	0,752	0,752	NUM
easat-1482	127	19	no	no	DET
easat-1482	127	20	significant	significant	ADJ
easat-1482	127	21	vse	vse	NOUN
easat-1482	127	22	index	index	NOUN
easat-1482	127	23	0,006	0,006	NUM
easat-1482	127	24	0,000	0,000	NUM
easat-1482	127	25	wilcoxon	wilcoxon	ADJ
easat-1482	127	26	test	test	NOUN
easat-1482	127	27	0,000	0,000	NUM
easat-1482	127	28	significant	significant	ADJ
easat-1482	127	29	gold	gold	NOUN
easat-1482	127	30	0,000	0,000	NUM
easat-1482	127	31	0,018	0,018	NUM
easat-1482	127	32	wilcoxon	wilcoxon	ADJ
easat-1482	127	33	test	test	NOUN
easat-1482	127	34	0,000	0,000	NUM
easat-1482	127	35	significant	significant	ADJ
easat-1482	127	36	1071	1071	NUM
easat-1482	127	37	edelweiss	edelweiss	PROPN
easat-1482	127	38	applied	apply	VERB
easat-1482	127	39	science	science	NOUN
easat-1482	127	40	and	and	CCONJ
easat-1482	127	41	technology	technology	NOUN
easat-1482	127	42	issn	issn	PROPN
easat-1482	127	43	:	:	PUNCT
easat-1482	127	44	2576	2576	NUM
easat-1482	127	45	-	-	SYM
easat-1482	127	46	8484	8484	NUM
easat-1482	127	47	vol	vol	NOUN
easat-1482	127	48	.	.	PROPN
easat-1482	128	1	8	8	NUM
easat-1482	128	2	,	,	PUNCT
easat-1482	128	3	no	no	INTJ
easat-1482	128	4	.	.	NOUN
easat-1482	128	5	4	4	NUM
easat-1482	128	6	:	:	SYM
easat-1482	128	7	1065	1065	NUM
easat-1482	128	8	-	-	SYM
easat-1482	128	9	1076	1076	NUM
easat-1482	128	10	,	,	PUNCT
easat-1482	128	11	2024	2024	NUM
easat-1482	128	12	doi	doi	NOUN
easat-1482	128	13	:	:	PUNCT
easat-1482	128	14	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	128	15	©	©	ADP
easat-1482	128	16	2024	2024	NUM
easat-1482	128	17	by	by	ADP
easat-1482	128	18	the	the	DET
easat-1482	128	19	authors	author	NOUN
easat-1482	128	20	;	;	PUNCT
easat-1482	128	21	licensee	licensee	PROPN
easat-1482	128	22	learning	learning	NOUN
easat-1482	128	23	gate	gate	PROPN
easat-1482	128	24	variable	variable	ADJ
easat-1482	128	25	normality	normality	NOUN
easat-1482	128	26	test	test	NOUN
easat-1482	128	27	difference	difference	NOUN
easat-1482	128	28	testing	testing	NOUN
easat-1482	128	29	before	before	ADP
easat-1482	128	30	crisis	crisis	NOUN
easat-1482	128	31	after	after	ADP
easat-1482	128	32	crisis	crisis	NOUN
easat-1482	128	33	test	test	NOUN
easat-1482	128	34	sig	sig	PROPN
easat-1482	128	35	.	.	PUNCT
easat-1482	129	1	result	result	PROPN
easat-1482	129	2	bitcoin	bitcoin	NOUN
easat-1482	129	3	0,000	0,000	NUM
easat-1482	129	4	0,000	0,000	NUM
easat-1482	129	5	wilcoxon	wilcoxon	ADJ
easat-1482	129	6	test	test	NOUN
easat-1482	129	7	0,000	0,000	NUM
easat-1482	129	8	significant	significant	ADJ
easat-1482	129	9	based	base	VERB
easat-1482	129	10	on	on	ADP
easat-1482	129	11	table	table	NOUN
easat-1482	129	12	2	2	NUM
easat-1482	129	13	,	,	PUNCT
easat-1482	129	14	if	if	SCONJ
easat-1482	129	15	the	the	DET
easat-1482	129	16	shapiro	shapiro	PROPN
easat-1482	129	17	-	-	PUNCT
easat-1482	129	18	wilk	wilk	NOUN
easat-1482	129	19	sig	sig	NOUN
easat-1482	129	20	value	value	NOUN
easat-1482	129	21	for	for	ADP
easat-1482	129	22	either	either	CCONJ
easat-1482	129	23	pre	pre	VERB
easat-1482	129	24	and	and	CCONJ
easat-1482	129	25	post	post	NOUN
easat-1482	129	26	is	be	AUX
easat-1482	129	27	above	above	ADP
easat-1482	129	28	0.05	0.05	NUM
easat-1482	129	29	,	,	PUNCT
easat-1482	129	30	then	then	ADV
easat-1482	129	31	the	the	DET
easat-1482	129	32	data	data	NOUN
easat-1482	129	33	is	be	AUX
easat-1482	129	34	normally	normally	ADV
easat-1482	129	35	distributed	distribute	VERB
easat-1482	129	36	,	,	PUNCT
easat-1482	129	37	and	and	CCONJ
easat-1482	129	38	hypothesis	hypothesis	NOUN
easat-1482	129	39	testing	testing	NOUN
easat-1482	129	40	is	be	AUX
easat-1482	129	41	carried	carry	VERB
easat-1482	129	42	out	out	ADP
easat-1482	129	43	using	use	VERB
easat-1482	129	44	the	the	DET
easat-1482	129	45	independent	independent	ADJ
easat-1482	129	46	sample	sample	NOUN
easat-1482	129	47	t	t	NOUN
easat-1482	129	48	-	-	PUNCT
easat-1482	129	49	test	test	NOUN
easat-1482	129	50	.	.	PUNCT
easat-1482	130	1	meanwhile	meanwhile	ADV
easat-1482	130	2	,	,	PUNCT
easat-1482	130	3	if	if	SCONJ
easat-1482	130	4	the	the	DET
easat-1482	130	5	shapiro	shapiro	PROPN
easat-1482	130	6	-	-	PUNCT
easat-1482	130	7	wilk	wilk	NOUN
easat-1482	130	8	sig	sig	NOUN
easat-1482	130	9	value	value	NOUN
easat-1482	130	10	for	for	ADP
easat-1482	130	11	either	either	CCONJ
easat-1482	130	12	pre	pre	VERB
easat-1482	130	13	and	and	CCONJ
easat-1482	130	14	post	post	NOUN
easat-1482	130	15	is	be	AUX
easat-1482	130	16	below	below	ADP
easat-1482	130	17	0.05	0.05	NUM
easat-1482	130	18	,	,	PUNCT
easat-1482	130	19	then	then	ADV
easat-1482	130	20	the	the	DET
easat-1482	130	21	data	data	NOUN
easat-1482	130	22	is	be	AUX
easat-1482	130	23	not	not	PART
easat-1482	130	24	normally	normally	ADV
easat-1482	130	25	distributed	distribute	VERB
easat-1482	130	26	,	,	PUNCT
easat-1482	130	27	and	and	CCONJ
easat-1482	130	28	hypothesis	hypothesis	NOUN
easat-1482	130	29	testing	testing	NOUN
easat-1482	130	30	is	be	AUX
easat-1482	130	31	carried	carry	VERB
easat-1482	130	32	out	out	ADP
easat-1482	130	33	using	use	VERB
easat-1482	130	34	the	the	DET
easat-1482	130	35	wilcoxon	wilcoxon	ADJ
easat-1482	130	36	sign	sign	PROPN
easat-1482	130	37	rank	rank	PROPN
easat-1482	130	38	test	test	NOUN
easat-1482	130	39	.	.	PUNCT
easat-1482	131	1	from	from	ADP
easat-1482	131	2	table	table	NOUN
easat-1482	131	3	2	2	NUM
easat-1482	131	4	,	,	PUNCT
easat-1482	131	5	it	it	PRON
easat-1482	131	6	can	can	AUX
easat-1482	131	7	be	be	AUX
easat-1482	131	8	explained	explain	VERB
easat-1482	131	9	that	that	SCONJ
easat-1482	131	10	the	the	DET
easat-1482	131	11	jci	jci	PROPN
easat-1482	131	12	index	index	PROPN
easat-1482	131	13	,	,	PUNCT
easat-1482	131	14	klse	klse	PROPN
easat-1482	131	15	index	index	PROPN
easat-1482	131	16	,	,	PUNCT
easat-1482	131	17	pse	pse	PROPN
easat-1482	131	18	index	index	PROPN
easat-1482	131	19	,	,	PUNCT
easat-1482	131	20	sti	sti	PROPN
easat-1482	131	21	index	index	PROPN
easat-1482	131	22	,	,	PUNCT
easat-1482	131	23	vse	vse	NOUN
easat-1482	131	24	index	index	PROPN
easat-1482	131	25	,	,	PUNCT
easat-1482	131	26	gold	gold	NOUN
easat-1482	131	27	,	,	PUNCT
easat-1482	131	28	and	and	CCONJ
easat-1482	131	29	bitcoin	bitcoin	NOUN
easat-1482	131	30	are	be	AUX
easat-1482	131	31	affected	affect	VERB
easat-1482	131	32	by	by	ADP
easat-1482	131	33	the	the	DET
easat-1482	131	34	wilcoxon	wilcoxon	PROPN
easat-1482	131	35	test	test	NOUN
easat-1482	131	36	.	.	PUNCT
easat-1482	132	1	meanwhile	meanwhile	ADV
easat-1482	132	2	,	,	PUNCT
easat-1482	132	3	the	the	DET
easat-1482	132	4	set	set	ADJ
easat-1482	132	5	index	index	NOUN
easat-1482	132	6	variable	variable	NOUN
easat-1482	132	7	uses	use	VERB
easat-1482	132	8	a	a	DET
easat-1482	132	9	t	t	NOUN
easat-1482	132	10	-	-	PUNCT
easat-1482	132	11	test	test	NOUN
easat-1482	132	12	.	.	PUNCT
easat-1482	133	1	based	base	VERB
easat-1482	133	2	on	on	ADP
easat-1482	133	3	the	the	DET
easat-1482	133	4	results	result	NOUN
easat-1482	133	5	of	of	ADP
easat-1482	133	6	difference	difference	NOUN
easat-1482	133	7	testing	testing	NOUN
easat-1482	133	8	,	,	PUNCT
easat-1482	133	9	the	the	DET
easat-1482	133	10	variables	variables	PROPN
easat-1482	133	11	jci	jci	PROPN
easat-1482	133	12	index	index	PROPN
easat-1482	133	13	,	,	PUNCT
easat-1482	133	14	klse	klse	PROPN
easat-1482	133	15	index	index	PROPN
easat-1482	133	16	,	,	PUNCT
easat-1482	133	17	sti	sti	PROPN
easat-1482	133	18	index	index	PROPN
easat-1482	133	19	,	,	PUNCT
easat-1482	133	20	vse	vse	NOUN
easat-1482	133	21	index	index	PROPN
easat-1482	133	22	,	,	PUNCT
easat-1482	133	23	gold	gold	NOUN
easat-1482	133	24	and	and	CCONJ
easat-1482	133	25	bitcoin	bitcoin	NOUN
easat-1482	133	26	show	show	VERB
easat-1482	133	27	the	the	DET
easat-1482	133	28	difference	difference	NOUN
easat-1482	133	29	between	between	ADP
easat-1482	133	30	before	before	ADP
easat-1482	133	31	and	and	CCONJ
easat-1482	133	32	after	after	ADP
easat-1482	133	33	the	the	DET
easat-1482	133	34	red	red	PROPN
easat-1482	133	35	sea	sea	NOUN
easat-1482	133	36	crisis	crisis	NOUN
easat-1482	133	37	.	.	PUNCT
easat-1482	134	1	meanwhile	meanwhile	ADV
easat-1482	134	2	,	,	PUNCT
easat-1482	134	3	the	the	DET
easat-1482	134	4	pse	pse	NOUN
easat-1482	134	5	index	index	NOUN
easat-1482	134	6	and	and	CCONJ
easat-1482	134	7	set	set	VERB
easat-1482	134	8	index	index	NOUN
easat-1482	134	9	show	show	VERB
easat-1482	134	10	that	that	SCONJ
easat-1482	134	11	there	there	PRON
easat-1482	134	12	is	be	VERB
easat-1482	134	13	no	no	DET
easat-1482	134	14	difference	difference	NOUN
easat-1482	134	15	between	between	ADP
easat-1482	134	16	before	before	ADP
easat-1482	134	17	and	and	CCONJ
easat-1482	134	18	after	after	ADP
easat-1482	134	19	the	the	DET
easat-1482	134	20	red	red	PROPN
easat-1482	134	21	sea	sea	NOUN
easat-1482	134	22	crisis	crisis	NOUN
easat-1482	134	23	.	.	PUNCT
easat-1482	135	1	from	from	ADP
easat-1482	135	2	these	these	DET
easat-1482	135	3	results	result	NOUN
easat-1482	135	4	,	,	PUNCT
easat-1482	135	5	stock	stock	NOUN
easat-1482	135	6	indices	index	NOUN
easat-1482	135	7	in	in	ADP
easat-1482	135	8	indonesia	indonesia	PROPN
easat-1482	135	9	,	,	PUNCT
easat-1482	135	10	malaysia	malaysia	PROPN
easat-1482	135	11	,	,	PUNCT
easat-1482	135	12	singapore	singapore	PROPN
easat-1482	135	13	,	,	PUNCT
easat-1482	135	14	and	and	CCONJ
easat-1482	135	15	vietnam	vietnam	PROPN
easat-1482	135	16	have	have	AUX
easat-1482	135	17	experienced	experience	VERB
easat-1482	135	18	a	a	DET
easat-1482	135	19	change	change	NOUN
easat-1482	135	20	in	in	ADP
easat-1482	135	21	sentiment	sentiment	NOUN
easat-1482	135	22	due	due	ADP
easat-1482	135	23	to	to	ADP
easat-1482	135	24	the	the	DET
easat-1482	135	25	occurrence	occurrence	NOUN
easat-1482	135	26	of	of	ADP
easat-1482	135	27	the	the	DET
easat-1482	135	28	red	red	PROPN
easat-1482	135	29	sea	sea	NOUN
easat-1482	135	30	crisis	crisis	NOUN
easat-1482	135	31	.	.	PUNCT
easat-1482	136	1	similarly	similarly	ADV
easat-1482	136	2	,	,	PUNCT
easat-1482	136	3	gold	gold	NOUN
easat-1482	136	4	and	and	CCONJ
easat-1482	136	5	bitcoin	bitcoin	NOUN
easat-1482	136	6	also	also	ADV
easat-1482	136	7	experienced	experience	VERB
easat-1482	136	8	a	a	DET
easat-1482	136	9	change	change	NOUN
easat-1482	136	10	in	in	ADP
easat-1482	136	11	sentiment	sentiment	NOUN
easat-1482	136	12	during	during	ADP
easat-1482	136	13	the	the	DET
easat-1482	136	14	red	red	PROPN
easat-1482	136	15	sea	sea	NOUN
easat-1482	136	16	crisis	crisis	NOUN
easat-1482	136	17	.	.	PUNCT
easat-1482	137	1	this	this	PRON
easat-1482	137	2	shows	show	VERB
easat-1482	137	3	that	that	SCONJ
easat-1482	137	4	the	the	DET
easat-1482	137	5	red	red	PROPN
easat-1482	137	6	sea	sea	PROPN
easat-1482	137	7	crisis	crisis	NOUN
easat-1482	137	8	affects	affect	VERB
easat-1482	137	9	global	global	ADJ
easat-1482	137	10	economic	economic	ADJ
easat-1482	137	11	conditions	condition	NOUN
easat-1482	137	12	,	,	PUNCT
easat-1482	137	13	resulting	result	VERB
easat-1482	137	14	in	in	ADP
easat-1482	137	15	significant	significant	ADJ
easat-1482	137	16	economic	economic	ADJ
easat-1482	137	17	disruption	disruption	NOUN
easat-1482	137	18	due	due	ADP
easat-1482	137	19	to	to	ADP
easat-1482	137	20	political	political	ADJ
easat-1482	137	21	and	and	CCONJ
easat-1482	137	22	economic	economic	ADJ
easat-1482	137	23	uncertainty	uncertainty	NOUN
easat-1482	137	24	.	.	PUNCT
easat-1482	138	1	however	however	ADV
easat-1482	138	2	,	,	PUNCT
easat-1482	138	3	the	the	DET
easat-1482	138	4	pse	pse	NOUN
easat-1482	138	5	index	index	NOUN
easat-1482	138	6	and	and	CCONJ
easat-1482	138	7	set	set	VERB
easat-1482	138	8	index	index	NOUN
easat-1482	138	9	do	do	AUX
easat-1482	138	10	not	not	PART
easat-1482	138	11	show	show	VERB
easat-1482	138	12	a	a	DET
easat-1482	138	13	difference	difference	NOUN
easat-1482	138	14	between	between	ADP
easat-1482	138	15	before	before	ADP
easat-1482	138	16	and	and	CCONJ
easat-1482	138	17	after	after	ADP
easat-1482	138	18	the	the	DET
easat-1482	138	19	red	red	PROPN
easat-1482	138	20	sea	sea	NOUN
easat-1482	138	21	crisis	crisis	NOUN
easat-1482	138	22	.	.	PUNCT
easat-1482	139	1	this	this	PRON
easat-1482	139	2	happened	happen	VERB
easat-1482	139	3	because	because	SCONJ
easat-1482	139	4	investors	investor	NOUN
easat-1482	139	5	believed	believe	VERB
easat-1482	139	6	that	that	SCONJ
easat-1482	139	7	the	the	DET
easat-1482	139	8	impact	impact	NOUN
easat-1482	139	9	of	of	ADP
easat-1482	139	10	the	the	DET
easat-1482	139	11	crisis	crisis	NOUN
easat-1482	139	12	was	be	AUX
easat-1482	139	13	temporary	temporary	ADJ
easat-1482	139	14	so	so	SCONJ
easat-1482	139	15	that	that	SCONJ
easat-1482	139	16	the	the	DET
easat-1482	139	17	crisis	crisis	NOUN
easat-1482	139	18	recovery	recovery	NOUN
easat-1482	139	19	would	would	AUX
easat-1482	139	20	take	take	VERB
easat-1482	139	21	place	place	NOUN
easat-1482	139	22	quickly	quickly	ADV
easat-1482	139	23	so	so	SCONJ
easat-1482	139	24	that	that	SCONJ
easat-1482	139	25	investors	investor	NOUN
easat-1482	139	26	remained	remain	VERB
easat-1482	139	27	optimistic	optimistic	ADJ
easat-1482	139	28	and	and	CCONJ
easat-1482	139	29	considered	consider	VERB
easat-1482	139	30	that	that	SCONJ
easat-1482	139	31	the	the	DET
easat-1482	139	32	crisis	crisis	NOUN
easat-1482	139	33	would	would	AUX
easat-1482	139	34	not	not	PART
easat-1482	139	35	have	have	VERB
easat-1482	139	36	a	a	DET
easat-1482	139	37	long	long	ADJ
easat-1482	139	38	-	-	PUNCT
easat-1482	139	39	term	term	NOUN
easat-1482	139	40	impact	impact	NOUN
easat-1482	139	41	.	.	PUNCT
easat-1482	140	1	time	time	NOUN
easat-1482	140	2	series	series	PROPN
easat-1482	140	3	data	data	PROPN
easat-1482	140	4	underwent	undergo	VERB
easat-1482	140	5	analysis	analysis	NOUN
easat-1482	140	6	to	to	PART
easat-1482	140	7	detect	detect	VERB
easat-1482	140	8	unit	unit	NOUN
easat-1482	140	9	roots	root	NOUN
easat-1482	140	10	.	.	PUNCT
easat-1482	141	1	the	the	DET
easat-1482	141	2	premise	premise	NOUN
easat-1482	141	3	that	that	SCONJ
easat-1482	141	4	statistical	statistical	ADJ
easat-1482	141	5	properties	property	NOUN
easat-1482	141	6	remain	remain	VERB
easat-1482	141	7	consistent	consistent	ADJ
easat-1482	141	8	over	over	ADP
easat-1482	141	9	time	time	NOUN
easat-1482	141	10	underpins	underpin	VERB
easat-1482	141	11	most	most	ADV
easat-1482	141	12	statistical	statistical	ADJ
easat-1482	141	13	tests	test	NOUN
easat-1482	141	14	and	and	CCONJ
easat-1482	141	15	methodologies	methodology	NOUN
easat-1482	141	16	.	.	PUNCT
easat-1482	142	1	a	a	DET
easat-1482	142	2	stationary	stationary	ADJ
easat-1482	142	3	time	time	NOUN
easat-1482	142	4	series	series	NOUN
easat-1482	142	5	is	be	AUX
easat-1482	142	6	essential	essential	ADJ
easat-1482	142	7	for	for	ADP
easat-1482	142	8	modelling	modelling	NOUN
easat-1482	142	9	and	and	CCONJ
easat-1482	142	10	predicting	predict	VERB
easat-1482	142	11	the	the	DET
easat-1482	142	12	relationships	relationship	NOUN
easat-1482	142	13	between	between	ADP
easat-1482	142	14	variables	variable	NOUN
easat-1482	142	15	.	.	PUNCT
easat-1482	143	1	table	table	NOUN
easat-1482	143	2	3	3	NUM
easat-1482	143	3	.	.	PUNCT
easat-1482	143	4	augmented	augment	VERB
easat-1482	143	5	dickey	dickey	PROPN
easat-1482	143	6	–	–	PUNCT
easat-1482	143	7	fuller	full	ADJ
easat-1482	143	8	test	test	NOUN
easat-1482	143	9	results	result	NOUN
easat-1482	143	10	for	for	ADP
easat-1482	143	11	the	the	DET
easat-1482	143	12	selected	select	VERB
easat-1482	143	13	variables	variable	NOUN
easat-1482	143	14	.	.	PUNCT
easat-1482	144	1	variables	variable	NOUN
easat-1482	144	2	before	before	ADP
easat-1482	144	3	red	red	PROPN
easat-1482	144	4	sea	sea	PROPN
easat-1482	144	5	war	war	NOUN
easat-1482	144	6	after	after	ADP
easat-1482	144	7	red	red	PROPN
easat-1482	144	8	sea	sea	PROPN
easat-1482	144	9	war	war	PROPN
easat-1482	144	10	entire	entire	ADJ
easat-1482	144	11	period	period	NOUN
easat-1482	144	12	adf	adf	PROPN
easat-1482	144	13	t	t	PROPN
easat-1482	144	14	adf	adf	PROPN
easat-1482	144	15	prob	prob	PROPN
easat-1482	144	16	trend	trend	NOUN
easat-1482	144	17	prob	prob	PROPN
easat-1482	144	18	adf	adf	PROPN
easat-1482	144	19	t	t	PROPN
easat-1482	144	20	adf	adf	PROPN
easat-1482	144	21	prob	prob	PROPN
easat-1482	144	22	trend	trend	NOUN
easat-1482	145	1	prob	prob	PROPN
easat-1482	145	2	adf	adf	PROPN
easat-1482	145	3	t	t	PROPN
easat-1482	145	4	adf	adf	PROPN
easat-1482	145	5	prob	prob	PROPN
easat-1482	145	6	trend	trend	NOUN
easat-1482	145	7	prob	prob	PROPN
easat-1482	145	8	jci	jci	PROPN
easat-1482	145	9	index	index	PROPN
easat-1482	145	10	-7.023	-7.023	PUNCT
easat-1482	145	11	0.000	0.000	NUM
easat-1482	145	12	*	*	SYM
easat-1482	145	13	0.996	0.996	NUM
easat-1482	145	14	-13.937	-13.937	PROPN
easat-1482	145	15	0.000	0.000	NUM
easat-1482	145	16	*	*	NUM
easat-1482	145	17	0.537	0.537	NUM
easat-1482	145	18	-9.449	-9.449	NOUN
easat-1482	145	19	0.000	0.000	NUM
easat-1482	145	20	*	*	SYM
easat-1482	145	21	0.836	0.836	NUM
easat-1482	145	22	klse	klse	NOUN
easat-1482	145	23	index	index	NOUN
easat-1482	145	24	-8.930	-8.930	NUM
easat-1482	146	1	0.000	0.000	NUM
easat-1482	146	2	*	*	SYM
easat-1482	146	3	0.285	0.285	NUM
easat-1482	146	4	-11.890	-11.890	VERB
easat-1482	146	5	0.000	0.000	NUM
easat-1482	146	6	*	*	SYM
easat-1482	146	7	0.869	0.869	NUM
easat-1482	146	8	-12.725	-12.725	NUM
easat-1482	146	9	0.000	0.000	NUM
easat-1482	146	10	*	*	SYM
easat-1482	146	11	0.699	0.699	NUM
easat-1482	146	12	pse	pse	NOUN
easat-1482	146	13	index	index	NOUN
easat-1482	146	14	-8.126	-8.126	NOUN
easat-1482	146	15	0.000	0.000	NOUN
easat-1482	146	16	*	*	SYM
easat-1482	146	17	0.741	0.741	NUM
easat-1482	146	18	-11.876	-11.876	NOUN
easat-1482	146	19	0.000	0.000	NUM
easat-1482	146	20	*	*	SYM
easat-1482	146	21	0.496	0.496	NUM
easat-1482	146	22	-14.611	-14.611	NOUN
easat-1482	146	23	0.000	0.000	NUM
easat-1482	146	24	*	*	SYM
easat-1482	146	25	0.863	0.863	NUM
easat-1482	146	26	sti	sti	PROPN
easat-1482	146	27	index	index	NOUN
easat-1482	146	28	-10.261	-10.261	NOUN
easat-1482	146	29	0.000	0.000	NUM
easat-1482	146	30	*	*	SYM
easat-1482	146	31	0.656	0.656	NUM
easat-1482	146	32	-11.088	-11.088	NOUN
easat-1482	146	33	0.000	0.000	NUM
easat-1482	146	34	*	*	SYM
easat-1482	146	35	0.445	0.445	NUM
easat-1482	146	36	-15.408	-15.408	NUM
easat-1482	147	1	0.000	0.000	NUM
easat-1482	147	2	*	*	SYM
easat-1482	147	3	0.673	0.673	NUM
easat-1482	147	4	set	set	ADJ
easat-1482	147	5	index	index	NOUN
easat-1482	147	6	-11.449	-11.449	ADP
easat-1482	147	7	0.000	0.000	NUM
easat-1482	147	8	*	*	SYM
easat-1482	147	9	0.975	0.975	NUM
easat-1482	147	10	-8.470	-8.470	NUM
easat-1482	147	11	0.000	0.000	NUM
easat-1482	147	12	*	*	PUNCT
easat-1482	147	13	0.492	0.492	NUM
easat-1482	147	14	-10.326	-10.326	NUM
easat-1482	147	15	0.000	0.000	NUM
easat-1482	147	16	*	*	SYM
easat-1482	147	17	0.907	0.907	NUM
easat-1482	147	18	vse	vse	NOUN
easat-1482	147	19	index	index	NOUN
easat-1482	147	20	-8.180	-8.180	NOUN
easat-1482	147	21	0.000	0.000	NUM
easat-1482	148	1	*	*	NOUN
easat-1482	148	2	0.670s	0.670	NOUN
easat-1482	148	3	-6.832	-6.832	PUNCT
easat-1482	148	4	0.000	0.000	NUM
easat-1482	148	5	*	*	NUM
easat-1482	148	6	0.601	0.601	NUM
easat-1482	148	7	-11.616	-11.616	NUM
easat-1482	148	8	0.000	0.000	NUM
easat-1482	148	9	*	*	SYM
easat-1482	148	10	0.992	0.992	NUM
easat-1482	148	11	gold	gold	NOUN
easat-1482	148	12	-9.059	-9.059	NUM
easat-1482	149	1	0.000	0.000	NUM
easat-1482	149	2	*	*	PUNCT
easat-1482	149	3	0.545	0.545	NUM
easat-1482	149	4	-8.409	-8.409	X
easat-1482	149	5	0.000	0.000	NUM
easat-1482	149	6	*	*	SYM
easat-1482	149	7	0.605	0.605	NUM
easat-1482	149	8	-12.642	-12.642	NUM
easat-1482	150	1	0.000	0.000	NUM
easat-1482	150	2	*	*	PUNCT
easat-1482	150	3	0.717	0.717	NUM
easat-1482	150	4	bitcoin	bitcoin	ADJ
easat-1482	150	5	-11.797	-11.797	NOUN
easat-1482	150	6	0.000	0.000	NUM
easat-1482	150	7	*	*	SYM
easat-1482	150	8	0.921	0.921	NUM
easat-1482	150	9	-12.099	-12.099	PUNCT
easat-1482	150	10	0.000	0.000	NUM
easat-1482	150	11	*	*	PUNCT
easat-1482	150	12	0.640	0.640	NUM
easat-1482	150	13	-11.329	-11.329	NOUN
easat-1482	150	14	0.000	0.000	NUM
easat-1482	150	15	*	*	SYM
easat-1482	150	16	0.932	0.932	NUM
easat-1482	150	17	note	note	NOUN
easat-1482	150	18	:	:	PUNCT
easat-1482	150	19	*	*	PUNCT
easat-1482	150	20	shows	show	VERB
easat-1482	150	21	the	the	DET
easat-1482	150	22	1	1	NUM
easat-1482	150	23	%	%	NOUN
easat-1482	150	24	significance	significance	NOUN
easat-1482	150	25	level	level	NOUN
easat-1482	150	26	.	.	PUNCT
easat-1482	151	1	table	table	NOUN
easat-1482	151	2	3	3	NUM
easat-1482	151	3	shows	show	VERB
easat-1482	151	4	the	the	DET
easat-1482	151	5	results	result	NOUN
easat-1482	151	6	of	of	ADP
easat-1482	151	7	the	the	DET
easat-1482	151	8	augmented	augment	VERB
easat-1482	151	9	dickey	dickey	PROPN
easat-1482	151	10	–	–	PUNCT
easat-1482	151	11	fuller	full	ADJ
easat-1482	151	12	(	(	PUNCT
easat-1482	151	13	adf	adf	NOUN
easat-1482	151	14	)	)	PUNCT
easat-1482	151	15	test	test	NOUN
easat-1482	151	16	for	for	ADP
easat-1482	151	17	daily	daily	ADJ
easat-1482	151	18	closing	closing	NOUN
easat-1482	151	19	price	price	NOUN
easat-1482	151	20	returns	return	NOUN
easat-1482	151	21	for	for	ADP
easat-1482	151	22	selected	select	VERB
easat-1482	151	23	variables	variable	NOUN
easat-1482	151	24	from	from	ADP
easat-1482	151	25	21	21	NUM
easat-1482	151	26	july	july	PROPN
easat-1482	151	27	2023	2023	NUM
easat-1482	151	28	to	to	ADP
easat-1482	151	29	17	17	NUM
easat-1482	151	30	january	january	PROPN
easat-1482	151	31	2024	2024	NUM
easat-1482	151	32	.	.	PUNCT
easat-1482	152	1	the	the	DET
easat-1482	152	2	adf	adf	PROPN
easat-1482	152	3	test	test	NOUN
easat-1482	152	4	was	be	AUX
easat-1482	152	5	used	use	VERB
easat-1482	152	6	to	to	PART
easat-1482	152	7	determine	determine	VERB
easat-1482	152	8	whether	whether	SCONJ
easat-1482	152	9	a	a	DET
easat-1482	152	10	time	time	NOUN
easat-1482	152	11	series	series	NOUN
easat-1482	152	12	is	be	AUX
easat-1482	152	13	stationary	stationary	ADJ
easat-1482	152	14	.	.	PUNCT
easat-1482	153	1	a	a	DET
easat-1482	153	2	stationary	stationary	ADJ
easat-1482	153	3	time	time	NOUN
easat-1482	153	4	series	series	NOUN
easat-1482	153	5	is	be	AUX
easat-1482	153	6	one	one	NUM
easat-1482	153	7	whose	whose	DET
easat-1482	153	8	statistical	statistical	ADJ
easat-1482	153	9	properties	property	NOUN
easat-1482	153	10	do	do	AUX
easat-1482	153	11	not	not	PART
easat-1482	153	12	change	change	VERB
easat-1482	153	13	over	over	ADP
easat-1482	153	14	time	time	NOUN
easat-1482	153	15	.	.	PUNCT
easat-1482	154	1	the	the	DET
easat-1482	154	2	variables	variable	NOUN
easat-1482	154	3	taken	take	VERB
easat-1482	154	4	for	for	ADP
easat-1482	154	5	this	this	DET
easat-1482	154	6	research	research	NOUN
easat-1482	154	7	,	,	PUNCT
easat-1482	154	8	included	include	VERB
easat-1482	154	9	stock	stock	NOUN
easat-1482	154	10	indices	index	NOUN
easat-1482	154	11	such	such	ADJ
easat-1482	154	12	as	as	ADP
easat-1482	154	13	jci	jci	PROPN
easat-1482	154	14	,	,	PUNCT
easat-1482	154	15	klse	klse	PROPN
easat-1482	154	16	,	,	PUNCT
easat-1482	154	17	set	set	NOUN
easat-1482	154	18	,	,	PUNCT
easat-1482	154	19	sti	sti	PROPN
easat-1482	154	20	,	,	PUNCT
easat-1482	154	21	pse	pse	NOUN
easat-1482	154	22	,	,	PUNCT
easat-1482	154	23	vse	vse	NOUN
easat-1482	154	24	and	and	CCONJ
easat-1482	154	25	world	world	NOUN
easat-1482	154	26	gold	gold	PROPN
easat-1482	154	27	&	&	CCONJ
easat-1482	154	28	bitcoin	bitcoin	PROPN
easat-1482	154	29	.	.	PUNCT
easat-1482	155	1	the	the	DET
easat-1482	155	2	probability	probability	NOUN
easat-1482	155	3	values	value	NOUN
easat-1482	155	4	of	of	ADP
easat-1482	155	5	all	all	DET
easat-1482	155	6	variables	variable	NOUN
easat-1482	155	7	were	be	AUX
easat-1482	155	8	near	near	ADP
easat-1482	155	9	zero	zero	NUM
easat-1482	155	10	during	during	ADP
easat-1482	155	11	the	the	DET
easat-1482	155	12	study	study	NOUN
easat-1482	155	13	period	period	NOUN
easat-1482	155	14	.	.	PUNCT
easat-1482	156	1	this	this	PRON
easat-1482	156	2	indicated	indicate	VERB
easat-1482	156	3	that	that	SCONJ
easat-1482	156	4	all	all	DET
easat-1482	156	5	the	the	DET
easat-1482	156	6	variables	variable	NOUN
easat-1482	156	7	’	'	PUNCT
easat-1482	156	8	prices	price	NOUN
easat-1482	156	9	remained	remain	VERB
easat-1482	156	10	stationary	stationary	ADJ
easat-1482	156	11	during	during	ADP
easat-1482	156	12	the	the	DET
easat-1482	156	13	study	study	NOUN
easat-1482	156	14	period	period	NOUN
easat-1482	156	15	.	.	PUNCT
easat-1482	157	1	a	a	DET
easat-1482	157	2	unit	unit	NOUN
easat-1482	157	3	root	root	NOUN
easat-1482	157	4	null	null	ADJ
easat-1482	157	5	hypothesis	hypothesis	NOUN
easat-1482	157	6	was	be	AUX
easat-1482	157	7	rejected	reject	VERB
easat-1482	157	8	for	for	ADP
easat-1482	157	9	all	all	DET
easat-1482	157	10	log	log	NOUN
easat-1482	157	11	-	-	PUNCT
easat-1482	157	12	returns	return	NOUN
easat-1482	157	13	of	of	ADP
easat-1482	157	14	stock	stock	NOUN
easat-1482	157	15	indices	index	NOUN
easat-1482	157	16	because	because	SCONJ
easat-1482	157	17	all	all	DET
easat-1482	157	18	underlying	underlying	ADJ
easat-1482	157	19	variables	variable	NOUN
easat-1482	157	20	were	be	AUX
easat-1482	157	21	stationary	stationary	ADJ
easat-1482	157	22	at	at	ADP
easat-1482	157	23	the	the	DET
easat-1482	157	24	level	level	NOUN
easat-1482	157	25	.	.	PUNCT
easat-1482	158	1	1072	1072	NUM
easat-1482	158	2	edelweiss	edelweiss	PROPN
easat-1482	158	3	applied	apply	VERB
easat-1482	158	4	science	science	NOUN
easat-1482	158	5	and	and	CCONJ
easat-1482	158	6	technology	technology	NOUN
easat-1482	158	7	issn	issn	PROPN
easat-1482	158	8	:	:	PUNCT
easat-1482	158	9	2576	2576	NUM
easat-1482	158	10	-	-	SYM
easat-1482	158	11	8484	8484	NUM
easat-1482	158	12	vol	vol	NOUN
easat-1482	158	13	.	.	PROPN
easat-1482	158	14	8	8	NUM
easat-1482	158	15	,	,	PUNCT
easat-1482	158	16	no	no	INTJ
easat-1482	158	17	.	.	NOUN
easat-1482	158	18	4	4	NUM
easat-1482	158	19	:	:	SYM
easat-1482	158	20	1065	1065	NUM
easat-1482	158	21	-	-	SYM
easat-1482	158	22	1076	1076	NUM
easat-1482	158	23	,	,	PUNCT
easat-1482	158	24	2024	2024	NUM
easat-1482	158	25	doi	doi	NOUN
easat-1482	158	26	:	:	PUNCT
easat-1482	158	27	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	158	28	©	©	ADP
easat-1482	158	29	2024	2024	NUM
easat-1482	158	30	by	by	ADP
easat-1482	158	31	the	the	DET
easat-1482	158	32	authors	author	NOUN
easat-1482	158	33	;	;	PUNCT
easat-1482	158	34	licensee	licensee	PROPN
easat-1482	158	35	learning	learn	VERB
easat-1482	158	36	gate	gate	NOUN
easat-1482	158	37	figure	figure	NOUN
easat-1482	158	38	4	4	NUM
easat-1482	158	39	.	.	PUNCT
easat-1482	158	40	price	price	NOUN
easat-1482	158	41	trends	trend	NOUN
easat-1482	158	42	in	in	ADP
easat-1482	158	43	the	the	DET
easat-1482	158	44	financial	financial	ADJ
easat-1482	158	45	markets	market	NOUN
easat-1482	158	46	over	over	ADP
easat-1482	158	47	the	the	DET
easat-1482	158	48	period	period	NOUN
easat-1482	158	49	of	of	ADP
easat-1482	158	50	21	21	NUM
easat-1482	158	51	july	july	NOUN
easat-1482	158	52	2023	2023	NUM
easat-1482	158	53	to	to	ADP
easat-1482	158	54	17	17	NUM
easat-1482	158	55	january	january	PROPN
easat-1482	158	56	2024	2024	NUM
easat-1482	158	57	.	.	PUNCT
easat-1482	159	1	1073	1073	NUM
easat-1482	159	2	edelweiss	edelweiss	PROPN
easat-1482	159	3	applied	apply	VERB
easat-1482	159	4	science	science	NOUN
easat-1482	159	5	and	and	CCONJ
easat-1482	159	6	technology	technology	NOUN
easat-1482	159	7	issn	issn	PROPN
easat-1482	159	8	:	:	PUNCT
easat-1482	159	9	2576	2576	NUM
easat-1482	159	10	-	-	SYM
easat-1482	159	11	8484	8484	NUM
easat-1482	159	12	vol	vol	NOUN
easat-1482	159	13	.	.	PROPN
easat-1482	159	14	8	8	NUM
easat-1482	159	15	,	,	PUNCT
easat-1482	159	16	no	no	INTJ
easat-1482	159	17	.	.	NOUN
easat-1482	159	18	4	4	NUM
easat-1482	159	19	:	:	SYM
easat-1482	159	20	1065	1065	NUM
easat-1482	159	21	-	-	SYM
easat-1482	159	22	1076	1076	NUM
easat-1482	159	23	,	,	PUNCT
easat-1482	159	24	2024	2024	NUM
easat-1482	159	25	doi	doi	NOUN
easat-1482	159	26	:	:	PUNCT
easat-1482	159	27	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	159	28	©	©	ADP
easat-1482	159	29	2024	2024	NUM
easat-1482	159	30	by	by	ADP
easat-1482	159	31	the	the	DET
easat-1482	159	32	authors	author	NOUN
easat-1482	159	33	;	;	PUNCT
easat-1482	159	34	licensee	licensee	PROPN
easat-1482	159	35	learning	learn	VERB
easat-1482	159	36	gate	gate	NOUN
easat-1482	159	37	figure	figure	NOUN
easat-1482	159	38	4	4	NUM
easat-1482	159	39	.	.	PUNCT
easat-1482	159	40	price	price	NOUN
easat-1482	159	41	fluctuations	fluctuation	NOUN
easat-1482	159	42	in	in	ADP
easat-1482	159	43	the	the	DET
easat-1482	159	44	financial	financial	ADJ
easat-1482	159	45	markets	market	NOUN
easat-1482	159	46	over	over	ADP
easat-1482	159	47	the	the	DET
easat-1482	159	48	period	period	NOUN
easat-1482	159	49	of	of	ADP
easat-1482	159	50	21	21	NUM
easat-1482	159	51	july	july	NOUN
easat-1482	159	52	2023	2023	NUM
easat-1482	159	53	to	to	ADP
easat-1482	159	54	17	17	NUM
easat-1482	159	55	january	january	PROPN
easat-1482	159	56	2024	2024	NUM
easat-1482	159	57	.	.	PUNCT
easat-1482	160	1	table	table	NOUN
easat-1482	160	2	4	4	NUM
easat-1482	160	3	.	.	PUNCT
easat-1482	160	4	results	result	NOUN
easat-1482	160	5	based	base	VERB
easat-1482	160	6	on	on	ADP
easat-1482	160	7	the	the	DET
easat-1482	160	8	garch	garch	NOUN
easat-1482	160	9	models	model	NOUN
easat-1482	160	10	for	for	ADP
easat-1482	160	11	entire	entire	ADJ
easat-1482	160	12	study	study	NOUN
easat-1482	160	13	period	period	NOUN
easat-1482	160	14	.	.	PUNCT
easat-1482	161	1	variables	variable	NOUN
easat-1482	161	2	model	model	NOUN
easat-1482	161	3	log	log	VERB
easat-1482	161	4	aic	aic	PROPN
easat-1482	161	5	α	α	PROPN
easat-1482	161	6	(	(	PUNCT
easat-1482	161	7	arch	arch	NOUN
easat-1482	161	8	)	)	PUNCT
easat-1482	162	1	β	β	PROPN
easat-1482	162	2	(	(	PUNCT
easat-1482	162	3	garch	garch	NOUN
easat-1482	162	4	)	)	PUNCT
easat-1482	162	5	γ	γ	PROPN
easat-1482	162	6	(	(	PUNCT
easat-1482	162	7	gamma	gamma	PROPN
easat-1482	162	8	)	)	PUNCT
easat-1482	162	9	jci	jci	PROPN
easat-1482	162	10	index	index	PROPN
easat-1482	162	11	garch	garch	NOUN
easat-1482	162	12	(	(	PUNCT
easat-1482	162	13	1,1	1,1	NUM
easat-1482	162	14	)	)	PUNCT
easat-1482	162	15	-875.012	-875.012	PROPN
easat-1482	162	16	9.778	9.778	NUM
easat-1482	162	17	-0.049	-0.049	PUNCT
easat-1482	162	18	*	*	PUNCT
easat-1482	162	19	1.043	1.043	NUM
easat-1482	162	20	*	*	PUNCT
easat-1482	162	21	gjr	gjr	NOUN
easat-1482	162	22	-	-	PUNCT
easat-1482	162	23	garch	garch	NOUN
easat-1482	162	24	(	(	PUNCT
easat-1482	162	25	1,1	1,1	NUM
easat-1482	162	26	)	)	PUNCT
easat-1482	162	27	-880.314	-880.314	PROPN
easat-1482	162	28	9.848	9.848	NUM
easat-1482	162	29	-0.093	-0.093	NOUN
easat-1482	162	30	’	'	PUNCT
easat-1482	162	31	*	*	NUM
easat-1482	162	32	0.720	0.720	NUM
easat-1482	162	33	*	*	SYM
easat-1482	162	34	0.435	0.435	NUM
easat-1482	162	35	*	*	PUNCT
easat-1482	162	36	egarch	egarch	NOUN
easat-1482	162	37	(	(	PUNCT
easat-1482	162	38	1,1	1,1	NUM
easat-1482	162	39	)	)	PUNCT
easat-1482	162	40	-885.079	-885.079	NOUN
easat-1482	162	41	9.901	9.901	NUM
easat-1482	162	42	0.289	0.289	NUM
easat-1482	162	43	*	*	PUNCT
easat-1482	162	44	-0.821	-0.821	PUNCT
easat-1482	162	45	*	*	PUNCT
easat-1482	162	46	-0.060	-0.060	NOUN
easat-1482	162	47	klse	klse	PROPN
easat-1482	162	48	index	index	NOUN
easat-1482	162	49	garch	garch	NOUN
easat-1482	162	50	(	(	PUNCT
easat-1482	162	51	1,1	1,1	NUM
easat-1482	162	52	)	)	PUNCT
easat-1482	162	53	38.983	38.983	NUM
easat-1482	162	54	-0.378	-0.378	X
easat-1482	162	55	-0.204	-0.204	PUNCT
easat-1482	162	56	*	*	PUNCT
easat-1482	162	57	-0.846	-0.846	PUNCT
easat-1482	162	58	*	*	PUNCT
easat-1482	162	59	gjr	gjr	NOUN
easat-1482	162	60	-	-	PUNCT
easat-1482	162	61	garch	garch	NOUN
easat-1482	162	62	(	(	PUNCT
easat-1482	162	63	1,1	1,1	NUM
easat-1482	162	64	)	)	PUNCT
easat-1482	162	65	-527.641	-527.641	NUM
easat-1482	162	66	5.952	5.952	NUM
easat-1482	162	67	-0.065	-0.065	PUNCT
easat-1482	163	1	*	*	PUNCT
easat-1482	163	2	0.584	0.584	NUM
easat-1482	163	3	*	*	PUNCT
easat-1482	163	4	-0.056	-0.056	PUNCT
easat-1482	163	5	*	*	PUNCT
easat-1482	163	6	egarch	egarch	NOUN
easat-1482	163	7	(	(	PUNCT
easat-1482	163	8	1,1	1,1	NUM
easat-1482	163	9	)	)	PUNCT
easat-1482	163	10	376.250	376.250	NUM
easat-1482	163	11	-4.114	-4.114	X
easat-1482	163	12	-0.680	-0.680	PUNCT
easat-1482	163	13	*	*	PUNCT
easat-1482	163	14	0.816	0.816	NUM
easat-1482	163	15	*	*	NUM
easat-1482	163	16	0.205	0.205	NUM
easat-1482	163	17	*	*	PUNCT
easat-1482	163	18	pse	pse	PROPN
easat-1482	163	19	index	index	NOUN
easat-1482	163	20	garch	garch	NOUN
easat-1482	163	21	(	(	PUNCT
easat-1482	163	22	1,1	1,1	NUM
easat-1482	163	23	)	)	PUNCT
easat-1482	163	24	-304.368	-304.368	X
easat-1482	163	25	3.437	3.437	NUM
easat-1482	163	26	0.165	0.165	NUM
easat-1482	163	27	*	*	PUNCT
easat-1482	163	28	-0.631	-0.631	PUNCT
easat-1482	163	29	*	*	PUNCT
easat-1482	163	30	gjr	gjr	NOUN
easat-1482	163	31	-	-	PUNCT
easat-1482	163	32	garch	garch	NOUN
easat-1482	163	33	(	(	PUNCT
easat-1482	163	34	1,1	1,1	NUM
easat-1482	163	35	)	)	PUNCT
easat-1482	163	36	-929.260	-929.260	PROPN
easat-1482	163	37	10.414	10.414	NUM
easat-1482	163	38	0.154	0.154	NUM
easat-1482	163	39	*	*	PUNCT
easat-1482	163	40	0.551	0.551	NUM
easat-1482	163	41	*	*	PUNCT
easat-1482	163	42	*	*	PUNCT
easat-1482	164	1	-0.144	-0.144	PUNCT
easat-1482	164	2	*	*	PUNCT
easat-1482	164	3	egarch	egarch	NOUN
easat-1482	164	4	(	(	PUNCT
easat-1482	164	5	1,1	1,1	NUM
easat-1482	164	6	)	)	PUNCT
easat-1482	164	7	7604.813	7604.813	NUM
easat-1482	164	8	-84.431	-84.431	NOUN
easat-1482	164	9	0.088	0.088	NUM
easat-1482	164	10	-0.859	-0.859	PUNCT
easat-1482	165	1	*	*	PUNCT
easat-1482	165	2	*	*	PUNCT
easat-1482	165	3	0.110	0.110	NUM
easat-1482	165	4	*	*	PUNCT
easat-1482	165	5	sti	sti	PROPN
easat-1482	165	6	index	index	PROPN
easat-1482	165	7	garch	garch	NOUN
easat-1482	165	8	(	(	PUNCT
easat-1482	165	9	1,1	1,1	NUM
easat-1482	165	10	)	)	PUNCT
easat-1482	165	11	-756.038	-756.038	PROPN
easat-1482	165	12	8.467	8.467	NUM
easat-1482	165	13	-0.079	-0.079	NOUN
easat-1482	165	14	*	*	PUNCT
easat-1482	165	15	0.550	0.550	NUM
easat-1482	165	16	*	*	VERB
easat-1482	165	17	gjr	gjr	NOUN
easat-1482	165	18	-	-	PUNCT
easat-1482	165	19	garch	garch	NOUN
easat-1482	165	20	(	(	PUNCT
easat-1482	165	21	1,1	1,1	NUM
easat-1482	165	22	)	)	PUNCT
easat-1482	165	23	-758.570	-758.570	NOUN
easat-1482	165	24	8.506	8.506	NUM
easat-1482	165	25	-0.001	-0.001	NOUN
easat-1482	165	26	0.777	0.777	NUM
easat-1482	165	27	*	*	PUNCT
easat-1482	165	28	-0.083	-0.083	PUNCT
easat-1482	165	29	egarch	egarch	NOUN
easat-1482	165	30	(	(	PUNCT
easat-1482	165	31	1,1	1,1	NUM
easat-1482	165	32	)	)	PUNCT
easat-1482	165	33	-757.699	-757.699	NOUN
easat-1482	165	34	8.497	8.497	NUM
easat-1482	165	35	-0.251	-0.251	PUNCT
easat-1482	166	1	*	*	PUNCT
easat-1482	166	2	*	*	PUNCT
easat-1482	166	3	0.693	0.693	NUM
easat-1482	166	4	*	*	PUNCT
easat-1482	166	5	0.076	0.076	NUM
easat-1482	166	6	set	set	ADJ
easat-1482	166	7	index	index	NOUN
easat-1482	166	8	garch	garch	NOUN
easat-1482	166	9	(	(	PUNCT
easat-1482	166	10	1,1	1,1	NUM
easat-1482	166	11	)	)	PUNCT
easat-1482	166	12	32.844	32.844	NUM
easat-1482	166	13	-0.299	-0.299	NOUN
easat-1482	166	14	0.144	0.144	NUM
easat-1482	166	15	*	*	PUNCT
easat-1482	167	1	-0.850	-0.850	PRON
easat-1482	167	2	*	*	PUNCT
easat-1482	167	3	gjr	gjr	NOUN
easat-1482	167	4	-	-	PUNCT
easat-1482	167	5	garch	garch	NOUN
easat-1482	167	6	(	(	PUNCT
easat-1482	167	7	1,1	1,1	NUM
easat-1482	167	8	)	)	PUNCT
easat-1482	167	9	-635.860	-635.860	NOUN
easat-1482	167	10	7.143	7.143	NUM
easat-1482	167	11	-0.091	-0.091	NUM
easat-1482	167	12	*	*	NUM
easat-1482	167	13	0.601	0.601	NUM
easat-1482	167	14	*	*	PUNCT
easat-1482	167	15	0.132	0.132	NUM
easat-1482	167	16	*	*	PUNCT
easat-1482	167	17	*	*	PUNCT
easat-1482	167	18	egarch	egarch	NOUN
easat-1482	167	19	(	(	PUNCT
easat-1482	167	20	1,1	1,1	NUM
easat-1482	167	21	)	)	PUNCT
easat-1482	167	22	-639.233	-639.233	NUM
easat-1482	167	23	7.180	7.180	NUM
easat-1482	167	24	0.298	0.298	NUM
easat-1482	167	25	*	*	PUNCT
easat-1482	167	26	-0.762	-0.762	PUNCT
easat-1482	167	27	*	*	PUNCT
easat-1482	167	28	0.077	0.077	NUM
easat-1482	167	29	vse	vse	PROPN
easat-1482	167	30	index	index	NOUN
easat-1482	167	31	garch	garch	NOUN
easat-1482	167	32	(	(	PUNCT
easat-1482	167	33	1,1	1,1	NUM
easat-1482	167	34	)	)	PUNCT
easat-1482	167	35	-257.336	-257.336	NOUN
easat-1482	167	36	2.915	2.915	NUM
easat-1482	167	37	-0.014	-0.014	NOUN
easat-1482	167	38	0.592	0.592	NUM
easat-1482	167	39	*	*	PUNCT
easat-1482	167	40	gjr	gjr	NOUN
easat-1482	167	41	-	-	PUNCT
easat-1482	167	42	garch	garch	NOUN
easat-1482	167	43	(	(	PUNCT
easat-1482	167	44	1,1	1,1	NUM
easat-1482	167	45	)	)	PUNCT
easat-1482	167	46	-257.999	-257.999	NUM
easat-1482	167	47	2.933	2.933	NUM
easat-1482	167	48	0.083	0.083	NUM
easat-1482	167	49	0.594	0.594	NUM
easat-1482	167	50	*	*	PUNCT
easat-1482	167	51	-0.102	-0.102	PUNCT
easat-1482	167	52	egarch	egarch	NOUN
easat-1482	167	53	(	(	PUNCT
easat-1482	167	54	1,1	1,1	NUM
easat-1482	167	55	)	)	PUNCT
easat-1482	167	56	-230.315	-230.315	PROPN
easat-1482	167	57	2.626	2.626	NUM
easat-1482	167	58	1.160	1.160	NUM
easat-1482	167	59	*	*	PUNCT
easat-1482	167	60	-0.131	-0.131	PUNCT
easat-1482	167	61	*	*	PUNCT
easat-1482	167	62	0.113	0.113	NUM
easat-1482	167	63	gold	gold	ADJ
easat-1482	167	64	garch	garch	NOUN
easat-1482	167	65	-706.628	-706.628	PROPN
easat-1482	167	66	7.907	7.907	NUM
easat-1482	167	67	-0.057	-0.057	NUM
easat-1482	167	68	*	*	PUNCT
easat-1482	167	69	0.595	0.595	NUM
easat-1482	167	70	*	*	PUNCT
easat-1482	167	71	gjr	gjr	NOUN
easat-1482	167	72	-	-	PUNCT
easat-1482	167	73	garch	garch	NOUN
easat-1482	167	74	-703.429	-703.429	PROPN
easat-1482	167	75	7.894	7.894	NUM
easat-1482	167	76	-0.033	-0.033	NUM
easat-1482	167	77	0.560	0.560	NUM
easat-1482	167	78	*	*	PUNCT
easat-1482	167	79	-0.054	-0.054	PUNCT
easat-1482	167	80	egarchs	egarch	VERB
easat-1482	167	81	-705.561	-705.561	NUM
easat-1482	167	82	7.906	7.906	NUM
easat-1482	167	83	0.460	0.460	NUM
easat-1482	167	84	*	*	PUNCT
easat-1482	168	1	-0.450	-0.450	PUNCT
easat-1482	168	2	*	*	PUNCT
easat-1482	168	3	*	*	SYM
easat-1482	168	4	0.003	0.003	NUM
easat-1482	168	5	bitcoin	bitcoin	ADJ
easat-1482	168	6	garch	garch	NOUN
easat-1482	168	7	(	(	PUNCT
easat-1482	168	8	1,1	1,1	NUM
easat-1482	168	9	)	)	PUNCT
easat-1482	168	10	1244.113	1244.113	NUM
easat-1482	168	11	-13.768	-13.768	PUNCT
easat-1482	168	12	0.021	0.021	NUM
easat-1482	168	13	*	*	PUNCT
easat-1482	168	14	*	*	PUNCT
easat-1482	168	15	-0.996	-0.996	NOUN
easat-1482	168	16	*	*	PUNCT
easat-1482	168	17	gjr	gjr	NOUN
easat-1482	168	18	-	-	PUNCT
easat-1482	168	19	garch	garch	NOUN
easat-1482	168	20	(	(	PUNCT
easat-1482	168	21	1,1	1,1	NUM
easat-1482	168	22	)	)	PUNCT
easat-1482	168	23	-955.122	-955.122	PROPN
easat-1482	168	24	10.701	10.701	NUM
easat-1482	168	25	0.441	0.441	NUM
easat-1482	168	26	*	*	NUM
easat-1482	168	27	0.759	0.759	NUM
easat-1482	168	28	*	*	PUNCT
easat-1482	168	29	-0.175	-0.175	PUNCT
easat-1482	168	30	*	*	PUNCT
easat-1482	168	31	egarch	egarch	NOUN
easat-1482	168	32	(	(	PUNCT
easat-1482	168	33	1,1	1,1	NUM
easat-1482	168	34	)	)	PUNCT
easat-1482	168	35	805.283	805.283	NUM
easat-1482	168	36	-8.881	-8.881	NUM
easat-1482	168	37	0.308	0.308	NUM
easat-1482	168	38	*	*	SYM
easat-1482	168	39	-0.940	-0.940	PUNCT
easat-1482	168	40	*	*	PUNCT
easat-1482	168	41	-0.055	-0.055	PUNCT
easat-1482	168	42	*	*	PUNCT
easat-1482	168	43	note	note	NOUN
easat-1482	168	44	:	:	PUNCT
easat-1482	168	45	*	*	PUNCT
easat-1482	168	46	*	*	PUNCT
easat-1482	168	47	refers	refer	VERB
easat-1482	168	48	to	to	ADP
easat-1482	168	49	10	10	NUM
easat-1482	168	50	%	%	NOUN
easat-1482	168	51	significance	significance	NOUN
easat-1482	168	52	level	level	NOUN
easat-1482	168	53	,	,	PUNCT
easat-1482	168	54	and	and	CCONJ
easat-1482	168	55	*	*	PUNCT
easat-1482	168	56	refers	refer	VERB
easat-1482	168	57	to	to	ADP
easat-1482	168	58	5	5	NUM
easat-1482	168	59	%	%	NOUN
easat-1482	168	60	significance	significance	NOUN
easat-1482	168	61	level	level	NOUN
easat-1482	168	62	.	.	PUNCT
easat-1482	169	1	the	the	DET
easat-1482	169	2	empirical	empirical	ADJ
easat-1482	169	3	results	result	NOUN
easat-1482	169	4	with	with	ADP
easat-1482	169	5	respect	respect	NOUN
easat-1482	169	6	to	to	ADP
easat-1482	169	7	the	the	DET
easat-1482	169	8	different	different	ADJ
easat-1482	169	9	garch	garch	NOUN
easat-1482	169	10	models	model	NOUN
easat-1482	169	11	for	for	ADP
easat-1482	169	12	study	study	NOUN
easat-1482	169	13	period	period	NOUN
easat-1482	169	14	(	(	PUNCT
easat-1482	169	15	21	21	NUM
easat-1482	169	16	july	july	PROPN
easat-1482	169	17	2023	2023	NUM
easat-1482	169	18	to	to	ADP
easat-1482	169	19	17	17	NUM
easat-1482	169	20	january	january	PROPN
easat-1482	169	21	2024	2024	NUM
easat-1482	169	22	)	)	PUNCT
easat-1482	169	23	are	be	AUX
easat-1482	169	24	illustrated	illustrate	VERB
easat-1482	169	25	in	in	ADP
easat-1482	169	26	table	table	NOUN
easat-1482	169	27	4	4	NUM
easat-1482	169	28	.	.	PUNCT
easat-1482	169	29	based	base	VERB
easat-1482	169	30	on	on	ADP
easat-1482	169	31	table	table	NOUN
easat-1482	169	32	4	4	NUM
easat-1482	169	33	,	,	PUNCT
easat-1482	169	34	the	the	DET
easat-1482	169	35	aic	aic	PROPN
easat-1482	169	36	(	(	PUNCT
easat-1482	169	37	akaike	akaike	ADJ
easat-1482	169	38	information	information	NOUN
easat-1482	169	39	criteria	criterion	NOUN
easat-1482	169	40	)	)	PUNCT
easat-1482	169	41	values	value	NOUN
easat-1482	169	42	for	for	ADP
easat-1482	169	43	each	each	DET
easat-1482	169	44	selected	select	VERB
easat-1482	169	45	variables	variable	NOUN
easat-1482	169	46	indicated	indicate	VERB
easat-1482	169	47	that	that	SCONJ
easat-1482	169	48	garch	garch	NOUN
easat-1482	169	49	(	(	PUNCT
easat-1482	169	50	1,1	1,1	NUM
easat-1482	169	51	)	)	PUNCT
easat-1482	169	52	model	model	NOUN
easat-1482	169	53	was	be	AUX
easat-1482	169	54	the	the	DET
easat-1482	169	55	best	well	ADV
easat-1482	169	56	-	-	PUNCT
easat-1482	169	57	fitted	fit	VERB
easat-1482	169	58	for	for	ADP
easat-1482	169	59	simulating	simulate	VERB
easat-1482	169	60	the	the	DET
easat-1482	169	61	price	price	NOUN
easat-1482	169	62	volatility	volatility	NOUN
easat-1482	169	63	of	of	ADP
easat-1482	169	64	jci	jci	PROPN
easat-1482	169	65	index	index	PROPN
easat-1482	169	66	,	,	PUNCT
easat-1482	169	67	sti	sti	PROPN
easat-1482	169	68	index	index	PROPN
easat-1482	169	69	,	,	PUNCT
easat-1482	169	70	set	set	VERB
easat-1482	169	71	index	index	NOUN
easat-1482	169	72	,	,	PUNCT
easat-1482	169	73	and	and	CCONJ
easat-1482	169	74	bitcoin	bitcoin	NOUN
easat-1482	169	75	.	.	PUNCT
easat-1482	170	1	for	for	ADP
easat-1482	170	2	klse	klse	PROPN
easat-1482	170	3	index	index	PROPN
easat-1482	170	4	,	,	PUNCT
easat-1482	170	5	pse	pse	NOUN
easat-1482	170	6	index	index	NOUN
easat-1482	170	7	,	,	PUNCT
easat-1482	170	8	and	and	CCONJ
easat-1482	170	9	vse	vse	NOUN
easat-1482	170	10	index	index	NOUN
easat-1482	170	11	e	e	NOUN
easat-1482	170	12	-	-	NOUN
easat-1482	170	13	garch	garch	NOUN
easat-1482	170	14	(	(	PUNCT
easat-1482	170	15	1	1	NUM
easat-1482	170	16	,	,	PUNCT
easat-1482	170	17	)	)	PUNCT
easat-1482	170	18	was	be	AUX
easat-1482	170	19	the	the	DET
easat-1482	170	20	best	good	ADJ
easat-1482	170	21	model	model	NOUN
easat-1482	170	22	for	for	ADP
easat-1482	170	23	modelling	model	VERB
easat-1482	170	24	the	the	DET
easat-1482	170	25	volatility	volatility	NOUN
easat-1482	170	26	,	,	PUNCT
easat-1482	170	27	while	while	SCONJ
easat-1482	170	28	the	the	DET
easat-1482	170	29	best	good	ADJ
easat-1482	170	30	model	model	NOUN
easat-1482	170	31	for	for	ADP
easat-1482	170	32	modelling	model	VERB
easat-1482	170	33	gold	gold	NOUN
easat-1482	170	34	’s	’s	PART
easat-1482	170	35	volatility	volatility	NOUN
easat-1482	170	36	was	be	AUX
easat-1482	170	37	gjr	gjr	NOUN
easat-1482	170	38	-	-	PUNCT
easat-1482	170	39	garch	garch	NOUN
easat-1482	170	40	(	(	PUNCT
easat-1482	170	41	1,1	1,1	NUM
easat-1482	170	42	)	)	PUNCT
easat-1482	170	43	.	.	PUNCT
easat-1482	171	1	the	the	DET
easat-1482	171	2	outcomes	outcome	NOUN
easat-1482	171	3	of	of	ADP
easat-1482	171	4	the	the	DET
easat-1482	171	5	garch	garch	NOUN
easat-1482	171	6	models	model	NOUN
easat-1482	171	7	,	,	PUNCT
easat-1482	171	8	used	use	VERB
easat-1482	171	9	to	to	PART
easat-1482	171	10	analyze	analyze	VERB
easat-1482	171	11	the	the	DET
easat-1482	171	12	effect	effect	NOUN
easat-1482	171	13	of	of	ADP
easat-1482	171	14	the	the	DET
easat-1482	171	15	red	red	PROPN
easat-1482	171	16	sea	sea	PROPN
easat-1482	171	17	crisis	crisis	NOUN
easat-1482	171	18	event	event	NOUN
easat-1482	171	19	on	on	ADP
easat-1482	171	20	the	the	DET
easat-1482	171	21	prices	price	NOUN
easat-1482	171	22	of	of	ADP
easat-1482	171	23	chosen	choose	VERB
easat-1482	171	24	variables	variable	NOUN
easat-1482	171	25	,	,	PUNCT
easat-1482	171	26	are	be	AUX
easat-1482	171	27	shown	show	VERB
easat-1482	171	28	in	in	ADP
easat-1482	171	29	tables	table	NOUN
easat-1482	171	30	4	4	NUM
easat-1482	171	31	.	.	PUNCT
easat-1482	171	32	based	base	VERB
easat-1482	171	33	on	on	ADP
easat-1482	171	34	the	the	DET
easat-1482	171	35	e	e	NOUN
easat-1482	171	36	-	-	NOUN
easat-1482	171	37	garch	garch	NOUN
easat-1482	171	38	(	(	PUNCT
easat-1482	171	39	1	1	NUM
easat-1482	171	40	,	,	PUNCT
easat-1482	171	41	1	1	X
easat-1482	171	42	)	)	PUNCT
easat-1482	171	43	model	model	NOUN
easat-1482	171	44	,	,	PUNCT
easat-1482	171	45	jci	jci	PROPN
easat-1482	171	46	index	index	PROPN
easat-1482	171	47	,	,	PUNCT
easat-1482	171	48	klse	klse	PROPN
easat-1482	171	49	index	index	PROPN
easat-1482	171	50	,	,	PUNCT
easat-1482	171	51	pse	pse	NOUN
easat-1482	171	52	index	index	PROPN
easat-1482	171	53	,	,	PUNCT
easat-1482	171	54	set	set	VERB
easat-1482	171	55	index	index	NOUN
easat-1482	171	56	,	,	PUNCT
easat-1482	171	57	and	and	CCONJ
easat-1482	171	58	bitcoin	bitcoin	PROPN
easat-1482	171	59	exhibited	exhibit	VERB
easat-1482	171	60	asymmetric	asymmetric	ADJ
easat-1482	171	61	effects	effect	NOUN
easat-1482	171	62	at	at	ADP
easat-1482	171	63	various	various	ADJ
easat-1482	171	64	levels	level	NOUN
easat-1482	171	65	of	of	ADP
easat-1482	171	66	significance	significance	NOUN
easat-1482	171	67	throughout	throughout	ADP
easat-1482	171	68	the	the	DET
easat-1482	171	69	study	study	NOUN
easat-1482	171	70	period	period	NOUN
easat-1482	171	71	.	.	PUNCT
easat-1482	172	1	with	with	ADP
easat-1482	172	2	respect	respect	NOUN
easat-1482	172	3	1074	1074	NUM
easat-1482	172	4	edelweiss	edelweiss	PROPN
easat-1482	172	5	applied	apply	VERB
easat-1482	172	6	science	science	NOUN
easat-1482	172	7	and	and	CCONJ
easat-1482	172	8	technology	technology	NOUN
easat-1482	172	9	issn	issn	PROPN
easat-1482	172	10	:	:	PUNCT
easat-1482	172	11	2576	2576	NUM
easat-1482	172	12	-	-	SYM
easat-1482	172	13	8484	8484	NUM
easat-1482	172	14	vol	vol	NOUN
easat-1482	172	15	.	.	PROPN
easat-1482	172	16	8	8	NUM
easat-1482	172	17	,	,	PUNCT
easat-1482	172	18	no	no	INTJ
easat-1482	172	19	.	.	NOUN
easat-1482	172	20	4	4	NUM
easat-1482	172	21	:	:	SYM
easat-1482	172	22	1065	1065	NUM
easat-1482	172	23	-	-	SYM
easat-1482	172	24	1076	1076	NUM
easat-1482	172	25	,	,	PUNCT
easat-1482	172	26	2024	2024	NUM
easat-1482	172	27	doi	doi	NOUN
easat-1482	172	28	:	:	PUNCT
easat-1482	172	29	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	172	30	©	©	ADP
easat-1482	172	31	2024	2024	NUM
easat-1482	172	32	by	by	ADP
easat-1482	172	33	the	the	DET
easat-1482	172	34	authors	author	NOUN
easat-1482	172	35	;	;	PUNCT
easat-1482	172	36	licensee	licensee	PROPN
easat-1482	172	37	learning	learn	VERB
easat-1482	172	38	gate	gate	NOUN
easat-1482	172	39	to	to	ADP
easat-1482	172	40	the	the	DET
easat-1482	172	41	egarch	egarch	NOUN
easat-1482	172	42	model	model	NOUN
easat-1482	172	43	clearly	clearly	ADV
easat-1482	172	44	indicated	indicate	VERB
easat-1482	172	45	that	that	SCONJ
easat-1482	172	46	the	the	DET
easat-1482	172	47	prices	price	NOUN
easat-1482	172	48	of	of	ADP
easat-1482	172	49	jci	jci	PROPN
easat-1482	172	50	index	index	PROPN
easat-1482	172	51	,	,	PUNCT
easat-1482	172	52	klse	klse	PROPN
easat-1482	172	53	index	index	PROPN
easat-1482	172	54	,	,	PUNCT
easat-1482	172	55	pse	pse	NOUN
easat-1482	172	56	index	index	PROPN
easat-1482	172	57	,	,	PUNCT
easat-1482	172	58	set	set	VERB
easat-1482	172	59	index	index	NOUN
easat-1482	172	60	,	,	PUNCT
easat-1482	172	61	and	and	CCONJ
easat-1482	172	62	bitcoin	bitcoin	NOUN
easat-1482	172	63	demonstrated	demonstrate	VERB
easat-1482	172	64	significant	significant	ADJ
easat-1482	172	65	long	long	ADJ
easat-1482	172	66	-	-	PUNCT
easat-1482	172	67	term	term	NOUN
easat-1482	172	68	memory	memory	NOUN
easat-1482	172	69	effect	effect	NOUN
easat-1482	172	70	and	and	CCONJ
easat-1482	172	71	asymmetric	asymmetric	ADJ
easat-1482	172	72	behavior	behavior	NOUN
easat-1482	172	73	during	during	ADP
easat-1482	172	74	the	the	DET
easat-1482	172	75	entire	entire	ADJ
easat-1482	172	76	study	study	NOUN
easat-1482	172	77	period	period	NOUN
easat-1482	172	78	with	with	ADP
easat-1482	172	79	the	the	DET
easat-1482	172	80	highest	high	ADJ
easat-1482	172	81	volatility	volatility	NOUN
easat-1482	172	82	persistence	persistence	NOUN
easat-1482	172	83	in	in	ADP
easat-1482	172	84	jci	jci	PROPN
easat-1482	172	85	index	index	PROPN
easat-1482	172	86	(	(	PUNCT
easat-1482	172	87	β	β	X
easat-1482	172	88	=	=	SYM
easat-1482	172	89	0.435	0.435	NUM
easat-1482	172	90	)	)	PUNCT
easat-1482	172	91	.	.	PUNCT
easat-1482	173	1	this	this	DET
easat-1482	173	2	high	high	ADJ
easat-1482	173	3	persistence	persistence	NOUN
easat-1482	173	4	was	be	AUX
easat-1482	173	5	likely	likely	ADJ
easat-1482	173	6	due	due	ADP
easat-1482	173	7	to	to	ADP
easat-1482	173	8	the	the	DET
easat-1482	173	9	global	global	ADJ
easat-1482	173	10	financial	financial	ADJ
easat-1482	173	11	instability	instability	NOUN
easat-1482	173	12	.	.	PUNCT
easat-1482	174	1	however	however	ADV
easat-1482	174	2	,	,	PUNCT
easat-1482	174	3	the	the	DET
easat-1482	174	4	leverage	leverage	NOUN
easat-1482	174	5	effect	effect	NOUN
easat-1482	174	6	was	be	AUX
easat-1482	174	7	observed	observe	VERB
easat-1482	174	8	in	in	ADP
easat-1482	174	9	klse	klse	PROPN
easat-1482	174	10	index	index	PROPN
easat-1482	174	11	,	,	PUNCT
easat-1482	174	12	pse	pse	NOUN
easat-1482	174	13	index	index	NOUN
easat-1482	174	14	,	,	PUNCT
easat-1482	174	15	and	and	CCONJ
easat-1482	174	16	bitcoin	bitcoin	VERB
easat-1482	174	17	throughout	throughout	ADP
easat-1482	174	18	this	this	DET
easat-1482	174	19	study	study	NOUN
easat-1482	174	20	period	period	NOUN
easat-1482	174	21	with	with	ADP
easat-1482	174	22	the	the	DET
easat-1482	174	23	highest	high	ADJ
easat-1482	174	24	leverage	leverage	NOUN
easat-1482	174	25	coefficient	coefficient	NOUN
easat-1482	174	26	in	in	ADP
easat-1482	174	27	klse	klse	PROPN
easat-1482	174	28	index	index	NOUN
easat-1482	174	29	(	(	PUNCT
easat-1482	174	30	β	β	X
easat-1482	174	31	=	=	PUNCT
easat-1482	174	32	0.205	0.205	NUM
easat-1482	174	33	)	)	PUNCT
easat-1482	174	34	.	.	PUNCT
easat-1482	175	1	the	the	DET
easat-1482	175	2	red	red	PROPN
easat-1482	175	3	sea	sea	PROPN
easat-1482	175	4	cris	cris	PROPN
easat-1482	175	5	,	,	PUNCT
easat-1482	175	6	a	a	DET
easat-1482	175	7	significant	significant	ADJ
easat-1482	175	8	geopolitical	geopolitical	ADJ
easat-1482	175	9	conflict	conflict	NOUN
easat-1482	175	10	,	,	PUNCT
easat-1482	175	11	has	have	AUX
easat-1482	175	12	had	have	VERB
easat-1482	175	13	profound	profound	ADJ
easat-1482	175	14	implications	implication	NOUN
easat-1482	175	15	on	on	ADP
easat-1482	175	16	global	global	ADJ
easat-1482	175	17	financial	financial	ADJ
easat-1482	175	18	markets	market	NOUN
easat-1482	175	19	.	.	PUNCT
easat-1482	176	1	geopolitical	geopolitical	ADJ
easat-1482	176	2	events	event	NOUN
easat-1482	176	3	often	often	ADV
easat-1482	176	4	lead	lead	VERB
easat-1482	176	5	to	to	ADP
easat-1482	176	6	heightened	heightened	ADJ
easat-1482	176	7	uncertainty	uncertainty	NOUN
easat-1482	176	8	,	,	PUNCT
easat-1482	176	9	causing	cause	VERB
easat-1482	176	10	substantial	substantial	ADJ
easat-1482	176	11	fluctuations	fluctuation	NOUN
easat-1482	176	12	in	in	ADP
easat-1482	176	13	asset	asset	NOUN
easat-1482	176	14	prices	price	NOUN
easat-1482	176	15	.	.	PUNCT
easat-1482	177	1	this	this	DET
easat-1482	177	2	increased	increase	VERB
easat-1482	177	3	volatility	volatility	NOUN
easat-1482	177	4	can	can	AUX
easat-1482	177	5	be	be	AUX
easat-1482	177	6	attributed	attribute	VERB
easat-1482	177	7	to	to	ADP
easat-1482	177	8	various	various	ADJ
easat-1482	177	9	factors	factor	NOUN
easat-1482	177	10	,	,	PUNCT
easat-1482	177	11	including	include	VERB
easat-1482	177	12	changes	change	NOUN
easat-1482	177	13	in	in	ADP
easat-1482	177	14	investor	investor	NOUN
easat-1482	177	15	sentiment	sentiment	NOUN
easat-1482	177	16	,	,	PUNCT
easat-1482	177	17	shifts	shift	NOUN
easat-1482	177	18	in	in	ADP
easat-1482	177	19	economic	economic	ADJ
easat-1482	177	20	fundamentals	fundamental	NOUN
easat-1482	177	21	,	,	PUNCT
easat-1482	177	22	and	and	CCONJ
easat-1482	177	23	alterations	alteration	NOUN
easat-1482	177	24	in	in	ADP
easat-1482	177	25	risk	risk	NOUN
easat-1482	177	26	perceptions	perception	NOUN
easat-1482	177	27	.	.	PUNCT
easat-1482	178	1	the	the	DET
easat-1482	178	2	influence	influence	NOUN
easat-1482	178	3	of	of	ADP
easat-1482	178	4	price	price	NOUN
easat-1482	178	5	fluctuations	fluctuation	NOUN
easat-1482	178	6	in	in	ADP
easat-1482	178	7	financial	financial	ADJ
easat-1482	178	8	assets	asset	NOUN
easat-1482	178	9	during	during	ADP
easat-1482	178	10	economic	economic	ADJ
easat-1482	178	11	instability	instability	NOUN
easat-1482	178	12	causing	cause	VERB
easat-1482	178	13	by	by	ADP
easat-1482	178	14	global	global	ADJ
easat-1482	178	15	conflict	conflict	NOUN
easat-1482	178	16	of	of	ADP
easat-1482	178	17	various	various	ADJ
easat-1482	178	18	regions	region	NOUN
easat-1482	178	19	has	have	AUX
easat-1482	178	20	been	be	AUX
easat-1482	178	21	widely	widely	ADV
easat-1482	178	22	examined	examine	VERB
easat-1482	178	23	in	in	ADP
easat-1482	178	24	academic	academic	ADJ
easat-1482	178	25	research	research	NOUN
easat-1482	178	26	(	(	PUNCT
easat-1482	178	27	agustina	agustina	PROPN
easat-1482	178	28	&	&	CCONJ
easat-1482	178	29	barus	barus	PROPN
easat-1482	178	30	,	,	PUNCT
easat-1482	178	31	2023)(umar	2023)(umar	NUM
easat-1482	178	32	et	et	PROPN
easat-1482	178	33	al	al	PROPN
easat-1482	178	34	.	.	PROPN
easat-1482	178	35	,	,	PUNCT
easat-1482	178	36	2021)(mgadmi	2021)(mgadmi	ADJ
easat-1482	178	37	et	et	PROPN
easat-1482	178	38	al	al	PROPN
easat-1482	178	39	.	.	PROPN
easat-1482	178	40	,	,	PUNCT
easat-1482	178	41	2023)(hamil	2023)(hamil	NUM
easat-1482	178	42	et	et	NOUN
easat-1482	178	43	al	al	PROPN
easat-1482	178	44	.	.	PROPN
easat-1482	178	45	,	,	PUNCT
easat-1482	178	46	2023)(truong	2023)(truong	PROPN
easat-1482	178	47	&	&	CCONJ
easat-1482	178	48	van	van	PROPN
easat-1482	178	49	vo	vo	PROPN
easat-1482	178	50	,	,	PUNCT
easat-1482	178	51	2023)(puspitasari	2023)(puspitasari	NUM
easat-1482	178	52	,	,	PUNCT
easat-1482	178	53	2024	2024	NUM
easat-1482	178	54	)	)	PUNCT
easat-1482	178	55	.	.	PUNCT
easat-1482	179	1	volatility	volatility	NOUN
easat-1482	179	2	,	,	PUNCT
easat-1482	179	3	a	a	DET
easat-1482	179	4	statistical	statistical	ADJ
easat-1482	179	5	measure	measure	NOUN
easat-1482	179	6	of	of	ADP
easat-1482	179	7	the	the	DET
easat-1482	179	8	dispersion	dispersion	NOUN
easat-1482	179	9	of	of	ADP
easat-1482	179	10	returns	return	NOUN
easat-1482	179	11	for	for	ADP
easat-1482	179	12	a	a	DET
easat-1482	179	13	given	give	VERB
easat-1482	179	14	security	security	NOUN
easat-1482	179	15	or	or	CCONJ
easat-1482	179	16	market	market	NOUN
easat-1482	179	17	index	index	NOUN
easat-1482	179	18	,	,	PUNCT
easat-1482	179	19	serves	serve	VERB
easat-1482	179	20	as	as	ADP
easat-1482	179	21	a	a	DET
easat-1482	179	22	crucial	crucial	ADJ
easat-1482	179	23	indicator	indicator	NOUN
easat-1482	179	24	of	of	ADP
easat-1482	179	25	market	market	NOUN
easat-1482	179	26	stability	stability	NOUN
easat-1482	179	27	and	and	CCONJ
easat-1482	179	28	investor	investor	NOUN
easat-1482	179	29	confidence	confidence	NOUN
easat-1482	179	30	.	.	PUNCT
easat-1482	180	1	during	during	ADP
easat-1482	180	2	periods	period	NOUN
easat-1482	180	3	of	of	ADP
easat-1482	180	4	geopolitical	geopolitical	ADJ
easat-1482	180	5	tension	tension	NOUN
easat-1482	180	6	,	,	PUNCT
easat-1482	180	7	such	such	ADJ
easat-1482	180	8	as	as	ADP
easat-1482	180	9	the	the	DET
easat-1482	180	10	red	red	PROPN
easat-1482	180	11	sea	sea	NOUN
easat-1482	180	12	crisis	crisis	NOUN
easat-1482	180	13	,	,	PUNCT
easat-1482	180	14	the	the	DET
easat-1482	180	15	anticipation	anticipation	NOUN
easat-1482	180	16	of	of	ADP
easat-1482	180	17	potential	potential	ADJ
easat-1482	180	18	economic	economic	ADJ
easat-1482	180	19	and	and	CCONJ
easat-1482	180	20	political	political	ADJ
easat-1482	180	21	repercussions	repercussion	NOUN
easat-1482	180	22	can	can	AUX
easat-1482	180	23	lead	lead	VERB
easat-1482	180	24	to	to	ADP
easat-1482	180	25	abrupt	abrupt	ADJ
easat-1482	180	26	market	market	NOUN
easat-1482	180	27	movements	movement	NOUN
easat-1482	180	28	.	.	PUNCT
easat-1482	181	1	accurate	accurate	ADJ
easat-1482	181	2	volatility	volatility	NOUN
easat-1482	181	3	predictions	prediction	NOUN
easat-1482	181	4	can	can	AUX
easat-1482	181	5	aid	aid	VERB
easat-1482	181	6	in	in	ADP
easat-1482	181	7	developing	develop	VERB
easat-1482	181	8	effective	effective	ADJ
easat-1482	181	9	risk	risk	NOUN
easat-1482	181	10	management	management	NOUN
easat-1482	181	11	strategies	strategy	NOUN
easat-1482	181	12	,	,	PUNCT
easat-1482	181	13	ensuring	ensure	VERB
easat-1482	181	14	market	market	NOUN
easat-1482	181	15	stability	stability	NOUN
easat-1482	181	16	,	,	PUNCT
easat-1482	181	17	and	and	CCONJ
easat-1482	181	18	making	make	VERB
easat-1482	181	19	informed	informed	ADJ
easat-1482	181	20	investment	investment	NOUN
easat-1482	181	21	decisions	decision	NOUN
easat-1482	181	22	.	.	PUNCT
easat-1482	182	1	the	the	DET
easat-1482	182	2	garch	garch	NOUN
easat-1482	182	3	model	model	NOUN
easat-1482	182	4	and	and	CCONJ
easat-1482	182	5	its	its	PRON
easat-1482	182	6	variants	variant	NOUN
easat-1482	182	7	,	,	PUNCT
easat-1482	182	8	such	such	ADJ
easat-1482	182	9	as	as	ADP
easat-1482	182	10	gjr	gjr	NOUN
easat-1482	182	11	-	-	PUNCT
easat-1482	182	12	garch	garch	NOUN
easat-1482	182	13	and	and	CCONJ
easat-1482	182	14	egarch	egarch	NOUN
easat-1482	182	15	,	,	PUNCT
easat-1482	182	16	are	be	AUX
easat-1482	182	17	widely	widely	ADV
easat-1482	182	18	used	use	VERB
easat-1482	182	19	to	to	PART
easat-1482	182	20	model	model	VERB
easat-1482	182	21	and	and	CCONJ
easat-1482	182	22	forecast	forecast	VERB
easat-1482	182	23	financial	financial	ADJ
easat-1482	182	24	market	market	NOUN
easat-1482	182	25	volatility	volatility	NOUN
easat-1482	182	26	.	.	PUNCT
easat-1482	183	1	these	these	DET
easat-1482	183	2	models	model	NOUN
easat-1482	183	3	account	account	VERB
easat-1482	183	4	for	for	ADP
easat-1482	183	5	time	time	NOUN
easat-1482	183	6	-	-	PUNCT
easat-1482	183	7	varying	vary	VERB
easat-1482	183	8	volatility	volatility	NOUN
easat-1482	183	9	and	and	CCONJ
easat-1482	183	10	can	can	AUX
easat-1482	183	11	capture	capture	VERB
easat-1482	183	12	the	the	DET
easat-1482	183	13	persistence	persistence	NOUN
easat-1482	183	14	and	and	CCONJ
easat-1482	183	15	clustering	clustering	NOUN
easat-1482	183	16	of	of	ADP
easat-1482	183	17	volatility	volatility	NOUN
easat-1482	183	18	observed	observe	VERB
easat-1482	183	19	in	in	ADP
easat-1482	183	20	financial	financial	ADJ
easat-1482	183	21	markets	market	NOUN
easat-1482	183	22	.	.	PUNCT
easat-1482	184	1	our	our	PRON
easat-1482	184	2	study	study	NOUN
easat-1482	184	3	focuses	focus	VERB
easat-1482	184	4	on	on	ADP
easat-1482	184	5	predicting	predict	VERB
easat-1482	184	6	investment	investment	NOUN
easat-1482	184	7	volatility	volatility	NOUN
easat-1482	184	8	during	during	ADP
easat-1482	184	9	the	the	DET
easat-1482	184	10	red	red	PROPN
easat-1482	184	11	sea	sea	PROPN
easat-1482	184	12	crisis	crisis	NOUN
easat-1482	184	13	event	event	NOUN
easat-1482	184	14	using	use	VERB
easat-1482	184	15	the	the	DET
easat-1482	184	16	garch	garch	NOUN
easat-1482	184	17	family	family	NOUN
easat-1482	184	18	of	of	ADP
easat-1482	184	19	models	model	NOUN
easat-1482	184	20	.	.	PUNCT
easat-1482	185	1	after	after	ADP
easat-1482	185	2	analyzing	analyze	VERB
easat-1482	185	3	the	the	DET
easat-1482	185	4	results	result	NOUN
easat-1482	185	5	,	,	PUNCT
easat-1482	185	6	it	it	PRON
easat-1482	185	7	can	can	AUX
easat-1482	185	8	be	be	AUX
easat-1482	185	9	concluded	conclude	VERB
easat-1482	185	10	the	the	DET
easat-1482	185	11	best	well	ADV
easat-1482	185	12	-	-	PUNCT
easat-1482	185	13	fitting	fit	VERB
easat-1482	185	14	models	model	NOUN
easat-1482	185	15	for	for	ADP
easat-1482	185	16	each	each	DET
easat-1482	185	17	variable	variable	NOUN
easat-1482	185	18	,	,	PUNCT
easat-1482	185	19	as	as	SCONJ
easat-1482	185	20	determined	determine	VERB
easat-1482	185	21	by	by	ADP
easat-1482	185	22	the	the	DET
easat-1482	185	23	lowest	low	ADJ
easat-1482	185	24	aic	aic	PROPN
easat-1482	185	25	values	value	NOUN
easat-1482	185	26	,	,	PUNCT
easat-1482	185	27	vary	vary	VERB
easat-1482	185	28	.	.	PUNCT
easat-1482	186	1	the	the	DET
easat-1482	186	2	garch(1,1	garch(1,1	NOUN
easat-1482	186	3	)	)	PUNCT
easat-1482	186	4	model	model	NOUN
easat-1482	186	5	is	be	AUX
easat-1482	186	6	most	most	ADV
easat-1482	186	7	suitable	suitable	ADJ
easat-1482	186	8	for	for	ADP
easat-1482	186	9	the	the	DET
easat-1482	186	10	jci	jci	PROPN
easat-1482	186	11	index	index	PROPN
easat-1482	186	12	,	,	PUNCT
easat-1482	186	13	sti	sti	PROPN
easat-1482	186	14	index	index	PROPN
easat-1482	186	15	,	,	PUNCT
easat-1482	186	16	set	set	VERB
easat-1482	186	17	index	index	NOUN
easat-1482	186	18	,	,	PUNCT
easat-1482	186	19	and	and	CCONJ
easat-1482	186	20	bitcoin	bitcoin	NOUN
easat-1482	186	21	.	.	PUNCT
easat-1482	187	1	in	in	ADP
easat-1482	187	2	contrast	contrast	NOUN
easat-1482	187	3	,	,	PUNCT
easat-1482	187	4	the	the	DET
easat-1482	187	5	egarch(1,1	egarch(1,1	NOUN
easat-1482	187	6	)	)	PUNCT
easat-1482	187	7	model	model	NOUN
easat-1482	187	8	is	be	AUX
easat-1482	187	9	the	the	DET
easat-1482	187	10	best	good	ADJ
easat-1482	187	11	fit	fit	NOUN
easat-1482	187	12	for	for	ADP
easat-1482	187	13	the	the	DET
easat-1482	187	14	klse	klse	PROPN
easat-1482	187	15	index	index	PROPN
easat-1482	187	16	,	,	PUNCT
easat-1482	187	17	pse	pse	NOUN
easat-1482	187	18	index	index	NOUN
easat-1482	187	19	,	,	PUNCT
easat-1482	187	20	and	and	CCONJ
easat-1482	187	21	vse	vse	PROPN
easat-1482	187	22	index	index	NOUN
easat-1482	187	23	.	.	PUNCT
easat-1482	188	1	meanwhile	meanwhile	ADV
easat-1482	188	2	,	,	PUNCT
easat-1482	188	3	the	the	DET
easat-1482	188	4	gjr	gjr	NOUN
easat-1482	188	5	-	-	PUNCT
easat-1482	188	6	garch(1,1	garch(1,1	NOUN
easat-1482	188	7	)	)	PUNCT
easat-1482	188	8	model	model	NOUN
easat-1482	188	9	is	be	AUX
easat-1482	188	10	the	the	DET
easat-1482	188	11	most	most	ADV
easat-1482	188	12	appropriate	appropriate	ADJ
easat-1482	188	13	for	for	ADP
easat-1482	188	14	gold	gold	NOUN
easat-1482	188	15	.	.	PUNCT
easat-1482	189	1	this	this	PRON
easat-1482	189	2	indicates	indicate	VERB
easat-1482	189	3	that	that	SCONJ
easat-1482	189	4	different	different	ADJ
easat-1482	189	5	indices	index	NOUN
easat-1482	189	6	and	and	CCONJ
easat-1482	189	7	assets	asset	NOUN
easat-1482	189	8	exhibit	exhibit	VERB
easat-1482	189	9	unique	unique	ADJ
easat-1482	189	10	volatility	volatility	NOUN
easat-1482	189	11	characteristics	characteristic	NOUN
easat-1482	189	12	,	,	PUNCT
easat-1482	189	13	necessitating	necessitate	VERB
easat-1482	189	14	the	the	DET
easat-1482	189	15	use	use	NOUN
easat-1482	189	16	of	of	ADP
easat-1482	189	17	various	various	ADJ
easat-1482	189	18	garch	garch	NOUN
easat-1482	189	19	-	-	PUNCT
easat-1482	189	20	type	type	NOUN
easat-1482	189	21	models	model	NOUN
easat-1482	189	22	to	to	PART
easat-1482	189	23	capture	capture	VERB
easat-1482	189	24	their	their	PRON
easat-1482	189	25	specific	specific	ADJ
easat-1482	189	26	behaviors	behavior	NOUN
easat-1482	189	27	accurately	accurately	ADV
easat-1482	189	28	.	.	PUNCT
easat-1482	190	1	the	the	DET
easat-1482	190	2	results	result	NOUN
easat-1482	190	3	of	of	ADP
easat-1482	190	4	this	this	DET
easat-1482	190	5	analysis	analysis	NOUN
easat-1482	190	6	offer	offer	VERB
easat-1482	190	7	valuable	valuable	ADJ
easat-1482	190	8	insights	insight	NOUN
easat-1482	190	9	into	into	ADP
easat-1482	190	10	the	the	DET
easat-1482	190	11	behavior	behavior	NOUN
easat-1482	190	12	of	of	ADP
easat-1482	190	13	financial	financial	ADJ
easat-1482	190	14	markets	market	NOUN
easat-1482	190	15	during	during	ADP
easat-1482	190	16	periods	period	NOUN
easat-1482	190	17	of	of	ADP
easat-1482	190	18	geopolitical	geopolitical	ADJ
easat-1482	190	19	instability	instability	NOUN
easat-1482	190	20	,	,	PUNCT
easat-1482	190	21	highlighting	highlight	VERB
easat-1482	190	22	the	the	DET
easat-1482	190	23	importance	importance	NOUN
easat-1482	190	24	of	of	ADP
easat-1482	190	25	robust	robust	ADJ
easat-1482	190	26	volatility	volatility	NOUN
easat-1482	190	27	modeling	modeling	NOUN
easat-1482	190	28	in	in	ADP
easat-1482	190	29	managing	manage	VERB
easat-1482	190	30	financial	financial	ADJ
easat-1482	190	31	risk	risk	NOUN
easat-1482	190	32	.	.	PUNCT
easat-1482	191	1	the	the	DET
easat-1482	191	2	research	research	NOUN
easat-1482	191	3	on	on	ADP
easat-1482	191	4	predicting	predict	VERB
easat-1482	191	5	investment	investment	NOUN
easat-1482	191	6	volatility	volatility	NOUN
easat-1482	191	7	during	during	ADP
easat-1482	191	8	the	the	DET
easat-1482	191	9	red	red	PROPN
easat-1482	191	10	sea	sea	NOUN
easat-1482	191	11	crisis	crisis	NOUN
easat-1482	191	12	using	use	VERB
easat-1482	191	13	the	the	DET
easat-1482	191	14	garch	garch	NOUN
easat-1482	191	15	family	family	NOUN
easat-1482	191	16	models	model	NOUN
easat-1482	191	17	has	have	VERB
easat-1482	191	18	several	several	ADJ
easat-1482	191	19	important	important	ADJ
easat-1482	191	20	implications	implication	NOUN
easat-1482	191	21	.	.	PUNCT
easat-1482	192	1	it	it	PRON
easat-1482	192	2	underscores	underscore	VERB
easat-1482	192	3	the	the	DET
easat-1482	192	4	necessity	necessity	NOUN
easat-1482	192	5	for	for	ADP
easat-1482	192	6	sophisticated	sophisticated	ADJ
easat-1482	192	7	volatility	volatility	NOUN
easat-1482	192	8	modeling	modeling	NOUN
easat-1482	192	9	,	,	PUNCT
easat-1482	192	10	like	like	ADP
easat-1482	192	11	garch	garch	NOUN
easat-1482	192	12	,	,	PUNCT
easat-1482	192	13	egarch	egarch	NOUN
easat-1482	192	14	,	,	PUNCT
easat-1482	192	15	and	and	CCONJ
easat-1482	192	16	gjr	gjr	NOUN
easat-1482	192	17	-	-	PUNCT
easat-1482	192	18	garch	garch	NOUN
easat-1482	192	19	,	,	PUNCT
easat-1482	192	20	in	in	ADP
easat-1482	192	21	enhancing	enhance	VERB
easat-1482	192	22	risk	risk	NOUN
easat-1482	192	23	management	management	NOUN
easat-1482	192	24	and	and	CCONJ
easat-1482	192	25	crafting	craft	VERB
easat-1482	192	26	tailored	tailor	VERB
easat-1482	192	27	investment	investment	NOUN
easat-1482	192	28	strategies	strategy	NOUN
easat-1482	192	29	.	.	PUNCT
easat-1482	193	1	by	by	ADP
easat-1482	193	2	recognizing	recognize	VERB
easat-1482	193	3	the	the	DET
easat-1482	193	4	unique	unique	ADJ
easat-1482	193	5	volatility	volatility	NOUN
easat-1482	193	6	characteristics	characteristic	NOUN
easat-1482	193	7	of	of	ADP
easat-1482	193	8	different	different	ADJ
easat-1482	193	9	assets	asset	NOUN
easat-1482	193	10	,	,	PUNCT
easat-1482	193	11	investors	investor	NOUN
easat-1482	193	12	can	can	AUX
easat-1482	193	13	optimize	optimize	VERB
easat-1482	193	14	their	their	PRON
easat-1482	193	15	portfolios	portfolio	NOUN
easat-1482	193	16	more	more	ADV
easat-1482	193	17	effectively	effectively	ADV
easat-1482	193	18	during	during	ADP
easat-1482	193	19	volatile	volatile	ADJ
easat-1482	193	20	periods	period	NOUN
easat-1482	193	21	.	.	PUNCT
easat-1482	194	1	the	the	DET
easat-1482	194	2	study	study	NOUN
easat-1482	194	3	also	also	ADV
easat-1482	194	4	highlights	highlight	VERB
easat-1482	194	5	the	the	DET
easat-1482	194	6	profound	profound	ADJ
easat-1482	194	7	impact	impact	NOUN
easat-1482	194	8	of	of	ADP
easat-1482	194	9	geopolitical	geopolitical	ADJ
easat-1482	194	10	events	event	NOUN
easat-1482	194	11	on	on	ADP
easat-1482	194	12	financial	financial	ADJ
easat-1482	194	13	markets	market	NOUN
easat-1482	194	14	,	,	PUNCT
easat-1482	194	15	emphasizing	emphasize	VERB
easat-1482	194	16	the	the	DET
easat-1482	194	17	need	need	NOUN
easat-1482	194	18	for	for	SCONJ
easat-1482	194	19	policymakers	policymaker	NOUN
easat-1482	194	20	and	and	CCONJ
easat-1482	194	21	investors	investor	NOUN
easat-1482	194	22	to	to	PART
easat-1482	194	23	consider	consider	VERB
easat-1482	194	24	these	these	DET
easat-1482	194	25	factors	factor	NOUN
easat-1482	194	26	in	in	ADP
easat-1482	194	27	decision	decision	NOUN
easat-1482	194	28	-	-	PUNCT
easat-1482	194	29	making	make	VERB
easat-1482	194	30	processes	process	NOUN
easat-1482	194	31	.	.	PUNCT
easat-1482	195	1	accurate	accurate	ADJ
easat-1482	195	2	volatility	volatility	NOUN
easat-1482	195	3	predictions	prediction	NOUN
easat-1482	195	4	foster	foster	ADJ
easat-1482	195	5	market	market	NOUN
easat-1482	195	6	stability	stability	NOUN
easat-1482	195	7	and	and	CCONJ
easat-1482	195	8	investor	investor	NOUN
easat-1482	195	9	confidence	confidence	NOUN
easat-1482	195	10	,	,	PUNCT
easat-1482	195	11	contributing	contribute	VERB
easat-1482	195	12	to	to	ADP
easat-1482	195	13	more	more	ADV
easat-1482	195	14	informed	informed	ADJ
easat-1482	195	15	and	and	CCONJ
easat-1482	195	16	resilient	resilient	ADJ
easat-1482	195	17	financial	financial	ADJ
easat-1482	195	18	markets	market	NOUN
easat-1482	195	19	.	.	PUNCT
easat-1482	196	1	additionally	additionally	ADV
easat-1482	196	2	,	,	PUNCT
easat-1482	196	3	the	the	DET
easat-1482	196	4	research	research	NOUN
easat-1482	196	5	advances	advance	VERB
easat-1482	196	6	the	the	DET
easat-1482	196	7	field	field	NOUN
easat-1482	196	8	of	of	ADP
easat-1482	196	9	volatility	volatility	NOUN
easat-1482	196	10	modeling	modeling	NOUN
easat-1482	196	11	and	and	CCONJ
easat-1482	196	12	offers	offer	VERB
easat-1482	196	13	practical	practical	ADJ
easat-1482	196	14	applications	application	NOUN
easat-1482	196	15	for	for	ADP
easat-1482	196	16	financial	financial	ADJ
easat-1482	196	17	institutions	institution	NOUN
easat-1482	196	18	,	,	PUNCT
easat-1482	196	19	improving	improve	VERB
easat-1482	196	20	their	their	PRON
easat-1482	196	21	portfolio	portfolio	NOUN
easat-1482	196	22	management	management	NOUN
easat-1482	196	23	practices	practice	NOUN
easat-1482	196	24	.	.	PUNCT
easat-1482	197	1	overall	overall	ADV
easat-1482	197	2	,	,	PUNCT
easat-1482	197	3	this	this	DET
easat-1482	197	4	study	study	NOUN
easat-1482	197	5	provides	provide	VERB
easat-1482	197	6	valuable	valuable	ADJ
easat-1482	197	7	insights	insight	NOUN
easat-1482	197	8	for	for	ADP
easat-1482	197	9	risk	risk	NOUN
easat-1482	197	10	management	management	NOUN
easat-1482	197	11	,	,	PUNCT
easat-1482	197	12	investment	investment	NOUN
easat-1482	197	13	strategies	strategy	NOUN
easat-1482	197	14	,	,	PUNCT
easat-1482	197	15	and	and	CCONJ
easat-1482	197	16	understanding	understand	VERB
easat-1482	197	17	the	the	DET
easat-1482	197	18	effects	effect	NOUN
easat-1482	197	19	of	of	ADP
easat-1482	197	20	geopolitical	geopolitical	ADJ
easat-1482	197	21	events	event	NOUN
easat-1482	197	22	on	on	ADP
easat-1482	197	23	market	market	NOUN
easat-1482	197	24	volatility	volatility	NOUN
easat-1482	197	25	.	.	PUNCT
easat-1482	198	1	5	5	X
easat-1482	198	2	.	.	X
easat-1482	198	3	conclusion	conclusion	NOUN
easat-1482	198	4	based	base	VERB
easat-1482	198	5	on	on	ADP
easat-1482	198	6	the	the	DET
easat-1482	198	7	research	research	NOUN
easat-1482	198	8	results	result	NOUN
easat-1482	198	9	and	and	CCONJ
easat-1482	198	10	discussion	discussion	NOUN
easat-1482	198	11	,	,	PUNCT
easat-1482	198	12	the	the	DET
easat-1482	198	13	optimal	optimal	ADJ
easat-1482	198	14	investment	investment	NOUN
easat-1482	198	15	strategy	strategy	NOUN
easat-1482	198	16	for	for	ADP
easat-1482	198	17	investors	investor	NOUN
easat-1482	198	18	during	during	ADP
easat-1482	198	19	periods	period	NOUN
easat-1482	198	20	of	of	ADP
easat-1482	198	21	heightened	heightened	ADJ
easat-1482	198	22	volatility	volatility	NOUN
easat-1482	198	23	,	,	PUNCT
easat-1482	198	24	such	such	ADJ
easat-1482	198	25	as	as	ADP
easat-1482	198	26	the	the	DET
easat-1482	198	27	red	red	PROPN
easat-1482	198	28	sea	sea	NOUN
easat-1482	198	29	crisis	crisis	NOUN
easat-1482	198	30	,	,	PUNCT
easat-1482	198	31	involves	involve	VERB
easat-1482	198	32	a	a	DET
easat-1482	198	33	combination	combination	NOUN
easat-1482	198	34	of	of	ADP
easat-1482	198	35	diversification	diversification	NOUN
easat-1482	198	36	,	,	PUNCT
easat-1482	198	37	dynamic	dynamic	ADJ
easat-1482	198	38	asset	asset	NOUN
easat-1482	198	39	allocation	allocation	NOUN
easat-1482	198	40	,	,	PUNCT
easat-1482	198	41	and	and	CCONJ
easat-1482	198	42	robust	robust	ADJ
easat-1482	198	43	risk	risk	NOUN
easat-1482	198	44	management	management	NOUN
easat-1482	198	45	techniques	technique	NOUN
easat-1482	198	46	.	.	PUNCT
easat-1482	199	1	investors	investor	NOUN
easat-1482	199	2	should	should	AUX
easat-1482	199	3	diversify	diversify	VERB
easat-1482	199	4	their	their	PRON
easat-1482	199	5	portfolios	portfolio	NOUN
easat-1482	199	6	across	across	ADP
easat-1482	199	7	various	various	ADJ
easat-1482	199	8	asset	asset	NOUN
easat-1482	199	9	classes	class	NOUN
easat-1482	199	10	and	and	CCONJ
easat-1482	199	11	regions	region	NOUN
easat-1482	199	12	to	to	PART
easat-1482	199	13	mitigate	mitigate	VERB
easat-1482	199	14	risks	risk	NOUN
easat-1482	199	15	,	,	PUNCT
easat-1482	199	16	while	while	SCONJ
easat-1482	199	17	employing	employ	VERB
easat-1482	199	18	hedging	hedging	NOUN
easat-1482	199	19	instruments	instrument	NOUN
easat-1482	199	20	like	like	ADP
easat-1482	199	21	options	option	NOUN
easat-1482	199	22	and	and	CCONJ
easat-1482	199	23	futures	future	NOUN
easat-1482	199	24	.	.	PUNCT
easat-1482	200	1	dynamic	dynamic	ADJ
easat-1482	200	2	asset	asset	NOUN
easat-1482	200	3	allocation	allocation	NOUN
easat-1482	200	4	is	be	AUX
easat-1482	200	5	essential	essential	ADJ
easat-1482	200	6	,	,	PUNCT
easat-1482	200	7	shifting	shift	VERB
easat-1482	200	8	towards	towards	ADP
easat-1482	200	9	more	more	ADV
easat-1482	200	10	stable	stable	ADJ
easat-1482	200	11	assets	asset	NOUN
easat-1482	200	12	such	such	ADJ
easat-1482	200	13	as	as	ADP
easat-1482	200	14	bonds	bond	NOUN
easat-1482	200	15	or	or	CCONJ
easat-1482	200	16	gold	gold	NOUN
easat-1482	200	17	,	,	PUNCT
easat-1482	200	18	especially	especially	ADV
easat-1482	200	19	during	during	ADP
easat-1482	200	20	increased	increase	VERB
easat-1482	200	21	volatility	volatility	NOUN
easat-1482	200	22	periods	period	NOUN
easat-1482	200	23	as	as	SCONJ
easat-1482	200	24	indicated	indicate	VERB
easat-1482	200	25	by	by	ADP
easat-1482	200	26	the	the	DET
easat-1482	200	27	egarch	egarch	PROPN
easat-1482	200	28	1075	1075	NUM
easat-1482	200	29	edelweiss	edelweiss	PROPN
easat-1482	200	30	applied	apply	VERB
easat-1482	200	31	science	science	NOUN
easat-1482	200	32	and	and	CCONJ
easat-1482	200	33	technology	technology	NOUN
easat-1482	200	34	issn	issn	PROPN
easat-1482	200	35	:	:	PUNCT
easat-1482	200	36	2576	2576	NUM
easat-1482	200	37	-	-	SYM
easat-1482	200	38	8484	8484	NUM
easat-1482	200	39	vol	vol	NOUN
easat-1482	200	40	.	.	PROPN
easat-1482	200	41	8	8	NUM
easat-1482	200	42	,	,	PUNCT
easat-1482	200	43	no	no	INTJ
easat-1482	200	44	.	.	NOUN
easat-1482	201	1	4	4	NUM
easat-1482	201	2	:	:	SYM
easat-1482	201	3	1065	1065	NUM
easat-1482	201	4	-	-	SYM
easat-1482	201	5	1076	1076	NUM
easat-1482	201	6	,	,	PUNCT
easat-1482	201	7	2024	2024	NUM
easat-1482	201	8	doi	doi	NOUN
easat-1482	201	9	:	:	PUNCT
easat-1482	201	10	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	201	11	©	©	ADP
easat-1482	201	12	2024	2024	NUM
easat-1482	201	13	by	by	ADP
easat-1482	201	14	the	the	DET
easat-1482	201	15	authors	author	NOUN
easat-1482	201	16	;	;	PUNCT
easat-1482	201	17	licensee	licensee	PROPN
easat-1482	201	18	learning	learning	PROPN
easat-1482	201	19	gate	gate	PROPN
easat-1482	201	20	model	model	NOUN
easat-1482	201	21	.	.	PUNCT
easat-1482	202	1	conversely	conversely	ADV
easat-1482	202	2	,	,	PUNCT
easat-1482	202	3	during	during	ADP
easat-1482	202	4	lower	low	ADJ
easat-1482	202	5	volatility	volatility	NOUN
easat-1482	202	6	,	,	PUNCT
easat-1482	202	7	assets	asset	NOUN
easat-1482	202	8	like	like	ADP
easat-1482	202	9	bitcoin	bitcoin	NOUN
easat-1482	202	10	and	and	CCONJ
easat-1482	202	11	the	the	DET
easat-1482	202	12	jci	jci	PROPN
easat-1482	202	13	index	index	PROPN
easat-1482	202	14	,	,	PUNCT
easat-1482	202	15	identified	identify	VERB
easat-1482	202	16	by	by	ADP
easat-1482	202	17	the	the	DET
easat-1482	202	18	garch(1,1	garch(1,1	NOUN
easat-1482	202	19	)	)	PUNCT
easat-1482	202	20	model	model	NOUN
easat-1482	202	21	,	,	PUNCT
easat-1482	202	22	can	can	AUX
easat-1482	202	23	be	be	AUX
easat-1482	202	24	prioritized	prioritize	VERB
easat-1482	202	25	.	.	PUNCT
easat-1482	203	1	risk	risk	NOUN
easat-1482	203	2	management	management	NOUN
easat-1482	203	3	through	through	ADP
easat-1482	203	4	stop	stop	VERB
easat-1482	203	5	-	-	PUNCT
easat-1482	203	6	loss	loss	NOUN
easat-1482	203	7	orders	order	NOUN
easat-1482	203	8	and	and	CCONJ
easat-1482	203	9	adjusting	adjust	VERB
easat-1482	203	10	position	position	NOUN
easat-1482	203	11	sizes	size	NOUN
easat-1482	203	12	based	base	VERB
easat-1482	203	13	on	on	ADP
easat-1482	203	14	volatility	volatility	NOUN
easat-1482	203	15	helps	helps	AUX
easat-1482	203	16	protect	protect	VERB
easat-1482	203	17	investments	investment	NOUN
easat-1482	203	18	.	.	PUNCT
easat-1482	204	1	tactical	tactical	ADJ
easat-1482	204	2	investments	investment	NOUN
easat-1482	204	3	informed	inform	VERB
easat-1482	204	4	by	by	ADP
easat-1482	204	5	volatility	volatility	NOUN
easat-1482	204	6	models	model	NOUN
easat-1482	204	7	,	,	PUNCT
easat-1482	204	8	such	such	ADJ
easat-1482	204	9	as	as	ADP
easat-1482	204	10	favoring	favor	VERB
easat-1482	204	11	gold	gold	NOUN
easat-1482	204	12	during	during	ADP
easat-1482	204	13	geopolitical	geopolitical	ADJ
easat-1482	204	14	tensions	tension	NOUN
easat-1482	204	15	,	,	PUNCT
easat-1482	204	16	can	can	AUX
easat-1482	204	17	enhance	enhance	VERB
easat-1482	204	18	performance	performance	NOUN
easat-1482	204	19	.	.	PUNCT
easat-1482	205	1	maintaining	maintain	VERB
easat-1482	205	2	a	a	DET
easat-1482	205	3	long	long	ADJ
easat-1482	205	4	-	-	PUNCT
easat-1482	205	5	term	term	NOUN
easat-1482	205	6	perspective	perspective	NOUN
easat-1482	205	7	and	and	CCONJ
easat-1482	205	8	continuously	continuously	ADV
easat-1482	205	9	monitoring	monitor	VERB
easat-1482	205	10	and	and	CCONJ
easat-1482	205	11	adjusting	adjust	VERB
easat-1482	205	12	strategies	strategy	NOUN
easat-1482	205	13	ensure	ensure	VERB
easat-1482	205	14	alignment	alignment	NOUN
easat-1482	205	15	with	with	ADP
easat-1482	205	16	market	market	NOUN
easat-1482	205	17	conditions	condition	NOUN
easat-1482	205	18	and	and	CCONJ
easat-1482	205	19	risk	risk	NOUN
easat-1482	205	20	tolerance	tolerance	NOUN
easat-1482	205	21	,	,	PUNCT
easat-1482	205	22	enabling	enable	VERB
easat-1482	205	23	investors	investor	NOUN
easat-1482	205	24	to	to	PART
easat-1482	205	25	effectively	effectively	ADV
easat-1482	205	26	navigate	navigate	VERB
easat-1482	205	27	and	and	CCONJ
easat-1482	205	28	capitalize	capitalize	VERB
easat-1482	205	29	on	on	ADP
easat-1482	205	30	market	market	NOUN
easat-1482	205	31	opportunities	opportunity	NOUN
easat-1482	205	32	.	.	PUNCT
easat-1482	206	1	acknowledgements	acknowledgement	NOUN
easat-1482	206	2	we	we	PRON
easat-1482	206	3	are	be	AUX
easat-1482	206	4	immensely	immensely	ADV
easat-1482	206	5	thankful	thankful	ADJ
easat-1482	206	6	to	to	ADP
easat-1482	206	7	the	the	DET
easat-1482	206	8	direktorat	direktorat	NOUN
easat-1482	206	9	jenderal	jenderal	ADJ
easat-1482	206	10	pendidikan	pendidikan	PROPN
easat-1482	206	11	tinggi	tinggi	PROPN
easat-1482	206	12	,	,	PUNCT
easat-1482	206	13	riset	riset	PROPN
easat-1482	206	14	dan	dan	PROPN
easat-1482	206	15	teknologi	teknologi	PROPN
easat-1482	206	16	(	(	PUNCT
easat-1482	206	17	drtpm	drtpm	PROPN
easat-1482	206	18	)	)	PUNCT
easat-1482	206	19	of	of	ADP
easat-1482	206	20	the	the	DET
easat-1482	206	21	ministry	ministry	PROPN
easat-1482	206	22	of	of	ADP
easat-1482	206	23	education	education	PROPN
easat-1482	206	24	,	,	PUNCT
easat-1482	206	25	culture	culture	NOUN
easat-1482	206	26	,	,	PUNCT
easat-1482	206	27	research	research	NOUN
easat-1482	206	28	,	,	PUNCT
easat-1482	206	29	and	and	CCONJ
easat-1482	206	30	technology	technology	NOUN
easat-1482	206	31	for	for	ADP
easat-1482	206	32	their	their	PRON
easat-1482	206	33	generous	generous	ADJ
easat-1482	206	34	funding	funding	NOUN
easat-1482	206	35	through	through	ADP
easat-1482	206	36	the	the	DET
easat-1482	206	37	fundamental	fundamental	ADJ
easat-1482	206	38	research	research	NOUN
easat-1482	206	39	grant	grant	NOUN
easat-1482	206	40	.	.	PUNCT
easat-1482	207	1	this	this	DET
easat-1482	207	2	support	support	NOUN
easat-1482	207	3	has	have	AUX
easat-1482	207	4	been	be	AUX
easat-1482	207	5	crucial	crucial	ADJ
easat-1482	207	6	in	in	ADP
easat-1482	207	7	facilitating	facilitate	VERB
easat-1482	207	8	the	the	DET
easat-1482	207	9	completion	completion	NOUN
easat-1482	207	10	of	of	ADP
easat-1482	207	11	our	our	PRON
easat-1482	207	12	research	research	NOUN
easat-1482	207	13	project	project	NOUN
easat-1482	207	14	.	.	PUNCT
easat-1482	208	1	we	we	PRON
easat-1482	208	2	would	would	AUX
easat-1482	208	3	also	also	ADV
easat-1482	208	4	like	like	VERB
easat-1482	208	5	to	to	PART
easat-1482	208	6	express	express	VERB
easat-1482	208	7	our	our	PRON
easat-1482	208	8	heartfelt	heartfelt	ADJ
easat-1482	208	9	appreciation	appreciation	NOUN
easat-1482	208	10	to	to	ADP
easat-1482	208	11	universitas	universita	NOUN
easat-1482	208	12	mikroskil	mikroskil	NOUN
easat-1482	208	13	for	for	ADP
easat-1482	208	14	their	their	PRON
easat-1482	208	15	provision	provision	NOUN
easat-1482	208	16	of	of	ADP
easat-1482	208	17	essential	essential	ADJ
easat-1482	208	18	resources	resource	NOUN
easat-1482	208	19	,	,	PUNCT
easat-1482	208	20	facilities	facility	NOUN
easat-1482	208	21	,	,	PUNCT
easat-1482	208	22	and	and	CCONJ
easat-1482	208	23	an	an	DET
easat-1482	208	24	inspiring	inspiring	ADJ
easat-1482	208	25	environment	environment	NOUN
easat-1482	208	26	that	that	PRON
easat-1482	208	27	has	have	AUX
easat-1482	208	28	contributed	contribute	VERB
easat-1482	208	29	to	to	ADP
easat-1482	208	30	the	the	DET
easat-1482	208	31	progress	progress	NOUN
easat-1482	208	32	of	of	ADP
easat-1482	208	33	this	this	DET
easat-1482	208	34	research	research	NOUN
easat-1482	208	35	.	.	PUNCT
easat-1482	209	1	copyright	copyright	NOUN
easat-1482	209	2	:	:	PUNCT
easat-1482	209	3	©	©	PROPN
easat-1482	209	4	2024	2024	NUM
easat-1482	209	5	by	by	ADP
easat-1482	209	6	the	the	DET
easat-1482	209	7	authors	author	NOUN
easat-1482	209	8	.	.	PUNCT
easat-1482	210	1	this	this	DET
easat-1482	210	2	article	article	NOUN
easat-1482	210	3	is	be	AUX
easat-1482	210	4	an	an	DET
easat-1482	210	5	open	open	ADJ
easat-1482	210	6	access	access	NOUN
easat-1482	210	7	article	article	NOUN
easat-1482	210	8	distributed	distribute	VERB
easat-1482	210	9	under	under	ADP
easat-1482	210	10	the	the	DET
easat-1482	210	11	terms	term	NOUN
easat-1482	210	12	and	and	CCONJ
easat-1482	210	13	conditions	condition	NOUN
easat-1482	210	14	of	of	ADP
easat-1482	210	15	the	the	DET
easat-1482	210	16	creative	creative	ADJ
easat-1482	210	17	commons	common	NOUN
easat-1482	210	18	attribution	attribution	NOUN
easat-1482	210	19	(	(	PUNCT
easat-1482	210	20	cc	cc	NOUN
easat-1482	210	21	by	by	ADP
easat-1482	210	22	)	)	PUNCT
easat-1482	210	23	license	license	NOUN
easat-1482	210	24	(	(	PUNCT
easat-1482	210	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1482	210	26	)	)	PUNCT
easat-1482	210	27	.	.	PUNCT
easat-1482	211	1	references	reference	NOUN
easat-1482	211	2	agustina	agustina	PROPN
easat-1482	211	3	,	,	PUNCT
easat-1482	211	4	a.	a.	PROPN
easat-1482	211	5	,	,	PUNCT
easat-1482	211	6	&	&	CCONJ
easat-1482	211	7	barus	barus	PROPN
easat-1482	211	8	,	,	PUNCT
easat-1482	211	9	a.	a.	NOUN
easat-1482	211	10	c.	c.	PROPN
easat-1482	211	11	(	(	PUNCT
easat-1482	211	12	2023	2023	NUM
easat-1482	211	13	)	)	PUNCT
easat-1482	211	14	.	.	PUNCT
easat-1482	212	1	investasi	investasi	PROPN
easat-1482	212	2	safe	safe	ADJ
easat-1482	212	3	haven	haven	NOUN
easat-1482	212	4	:	:	PUNCT
easat-1482	212	5	dampak	dampak	PROPN
easat-1482	212	6	perang	perang	PROPN
easat-1482	212	7	rusia	rusia	PROPN
easat-1482	212	8	ukraina	ukraina	PROPN
easat-1482	212	9	.	.	PUNCT
easat-1482	213	1	owner	owner	PROPN
easat-1482	213	2	,	,	PUNCT
easat-1482	213	3	7(3	7(3	NUM
easat-1482	213	4	)	)	PUNCT
easat-1482	213	5	,	,	PUNCT
easat-1482	213	6	2330–2339	2330–2339	NUM
easat-1482	213	7	.	.	PUNCT
easat-1482	214	1	https://doi.org/10.33395/owner.v7i3.1523	https://doi.org/10.33395/owner.v7i3.1523	PROPN
easat-1482	214	2	alghifary	alghifary	PROPN
easat-1482	214	3	,	,	PUNCT
easat-1482	214	4	m.	m.	NOUN
easat-1482	214	5	s.	s.	PROPN
easat-1482	214	6	,	,	PUNCT
easat-1482	214	7	kadji	kadji	PROPN
easat-1482	214	8	,	,	PUNCT
easat-1482	214	9	d.	d.	PROPN
easat-1482	214	10	,	,	PUNCT
easat-1482	214	11	&	&	CCONJ
easat-1482	214	12	hafizah	hafizah	PROPN
easat-1482	214	13	,	,	PUNCT
easat-1482	214	14	i.	i.	PROPN
easat-1482	214	15	(	(	PUNCT
easat-1482	214	16	2023	2023	NUM
easat-1482	214	17	)	)	PUNCT
easat-1482	214	18	.	.	PUNCT
easat-1482	215	1	islamic	islamic	ADJ
easat-1482	215	2	and	and	CCONJ
easat-1482	215	3	conventional	conventional	ADJ
easat-1482	215	4	stocks	stock	NOUN
easat-1482	215	5	’	'	PUNCT
easat-1482	215	6	volatility	volatility	NOUN
easat-1482	215	7	:	:	PUNCT
easat-1482	215	8	evidence	evidence	NOUN
easat-1482	215	9	from	from	ADP
easat-1482	215	10	the	the	DET
easat-1482	215	11	three	three	NUM
easat-1482	215	12	waves	wave	NOUN
easat-1482	215	13	of	of	ADP
easat-1482	215	14	covid-19	covid-19	PROPN
easat-1482	215	15	pandemic	pandemic	ADJ
easat-1482	215	16	.	.	PUNCT
easat-1482	216	1	international	international	ADJ
easat-1482	216	2	journal	journal	PROPN
easat-1482	216	3	of	of	ADP
easat-1482	216	4	islamic	islamic	ADJ
easat-1482	216	5	economics	economic	NOUN
easat-1482	216	6	and	and	CCONJ
easat-1482	216	7	finance	finance	NOUN
easat-1482	216	8	(	(	PUNCT
easat-1482	216	9	ijief	ijief	NOUN
easat-1482	216	10	)	)	PUNCT
easat-1482	216	11	,	,	PUNCT
easat-1482	216	12	6(1	6(1	NUM
easat-1482	216	13	)	)	PUNCT
easat-1482	216	14	.	.	PUNCT
easat-1482	217	1	https://doi.org/10.18196/ijief.v6i1.14838	https://doi.org/10.18196/ijief.v6i1.14838	PROPN
easat-1482	217	2	almeida	almeida	PROPN
easat-1482	217	3	,	,	PUNCT
easat-1482	217	4	j.	j.	PROPN
easat-1482	217	5	,	,	PUNCT
easat-1482	217	6	gaio	gaio	PROPN
easat-1482	217	7	,	,	PUNCT
easat-1482	217	8	c.	c.	PROPN
easat-1482	217	9	,	,	PUNCT
easat-1482	217	10	&	&	CCONJ
easat-1482	217	11	gonçalves	gonçalves	PROPN
easat-1482	217	12	,	,	PUNCT
easat-1482	217	13	t.	t.	PROPN
easat-1482	217	14	c.	c.	PROPN
easat-1482	217	15	(	(	PUNCT
easat-1482	217	16	2024	2024	NUM
easat-1482	217	17	)	)	PUNCT
easat-1482	217	18	.	.	PUNCT
easat-1482	218	1	crypto	crypto	NOUN
easat-1482	218	2	market	market	NOUN
easat-1482	218	3	relationships	relationship	NOUN
easat-1482	218	4	with	with	ADP
easat-1482	218	5	bric	bric	PROPN
easat-1482	218	6	countries	country	NOUN
easat-1482	218	7	’	'	PUNCT
easat-1482	218	8	uncertainty	uncertainty	NOUN
easat-1482	218	9	–	–	PUNCT
easat-1482	218	10	a	a	DET
easat-1482	218	11	waveletbased	waveletbase	VERB
easat-1482	218	12	approach	approach	NOUN
easat-1482	218	13	.	.	PUNCT
easat-1482	219	1	technological	technological	ADJ
easat-1482	219	2	forecasting	forecasting	NOUN
easat-1482	219	3	and	and	CCONJ
easat-1482	219	4	social	social	ADJ
easat-1482	219	5	change	change	NOUN
easat-1482	219	6	,	,	PUNCT
easat-1482	219	7	200	200	NUM
easat-1482	219	8	.	.	PUNCT
easat-1482	220	1	https://doi.org/10.1016/j.techfore.2023.123078	https://doi.org/10.1016/j.techfore.2023.123078	PROPN
easat-1482	220	2	arisandhi	arisandhi	PROPN
easat-1482	220	3	,	,	PUNCT
easat-1482	220	4	v.	v.	PROPN
easat-1482	220	5	d.	d.	PROPN
easat-1482	220	6	,	,	PUNCT
easat-1482	220	7	&	&	CCONJ
easat-1482	220	8	robiyanto	robiyanto	PROPN
easat-1482	220	9	,	,	PUNCT
easat-1482	220	10	r.	r.	PROPN
easat-1482	220	11	(	(	PUNCT
easat-1482	220	12	2022	2022	NUM
easat-1482	220	13	)	)	PUNCT
easat-1482	220	14	.	.	PUNCT
easat-1482	221	1	exchange	exchange	NOUN
easat-1482	221	2	rate	rate	NOUN
easat-1482	221	3	,	,	PUNCT
easat-1482	221	4	gold	gold	NOUN
easat-1482	221	5	price	price	NOUN
easat-1482	221	6	,	,	PUNCT
easat-1482	221	7	and	and	CCONJ
easat-1482	221	8	stock	stock	NOUN
easat-1482	221	9	price	price	NOUN
easat-1482	221	10	correlation	correlation	NOUN
easat-1482	221	11	in	in	ADP
easat-1482	221	12	asean-5	asean-5	NUM
easat-1482	221	13	:	:	PUNCT
easat-1482	221	14	evidence	evidence	NOUN
easat-1482	221	15	from	from	ADP
easat-1482	221	16	covid-19	covid-19	PROPN
easat-1482	221	17	era	era	NOUN
easat-1482	221	18	.	.	PUNCT
easat-1482	222	1	jurnal	jurnal	ADJ
easat-1482	222	2	manajemen	manajeman	NOUN
easat-1482	222	3	dan	dan	PROPN
easat-1482	222	4	kewirausahaan	kewirausahaan	PROPN
easat-1482	222	5	,	,	PUNCT
easat-1482	222	6	24(1	24(1	NUM
easat-1482	222	7	)	)	PUNCT
easat-1482	222	8	,	,	PUNCT
easat-1482	222	9	22–32	22–32	NUM
easat-1482	222	10	.	.	PUNCT
easat-1482	223	1	https://doi.org/10.9744/jmk.24.1.22-32	https://doi.org/10.9744/jmk.24.1.22-32	ADJ
easat-1482	223	2	bollerslev	bollerslev	NOUN
easat-1482	223	3	,	,	PUNCT
easat-1482	223	4	t.	t.	PROPN
easat-1482	223	5	(	(	PUNCT
easat-1482	223	6	1986	1986	NUM
easat-1482	223	7	)	)	PUNCT
easat-1482	223	8	.	.	PUNCT
easat-1482	224	1	generalized	generalize	VERB
easat-1482	224	2	autoregressive	autoregressive	ADJ
easat-1482	224	3	conditional	conditional	ADJ
easat-1482	224	4	heteroskedasticity	heteroskedasticity	NOUN
easat-1482	224	5	.	.	PUNCT
easat-1482	225	1	in	in	ADP
easat-1482	225	2	journal	journal	NOUN
easat-1482	225	3	of	of	ADP
easat-1482	225	4	econometrics	econometrics	NOUN
easat-1482	225	5	(	(	PUNCT
easat-1482	225	6	vol	vol	NOUN
easat-1482	225	7	.	.	PROPN
easat-1482	225	8	31	31	NUM
easat-1482	225	9	)	)	PUNCT
easat-1482	225	10	.	.	PUNCT
easat-1482	226	1	chemkha	chemkha	PROPN
easat-1482	226	2	,	,	PUNCT
easat-1482	226	3	r.	r.	PROPN
easat-1482	226	4	,	,	PUNCT
easat-1482	226	5	bensaïda	bensaïda	PROPN
easat-1482	226	6	,	,	PUNCT
easat-1482	226	7	a.	a.	NOUN
easat-1482	226	8	,	,	PUNCT
easat-1482	226	9	ghorbel	ghorbel	NOUN
easat-1482	226	10	,	,	PUNCT
easat-1482	226	11	a.	a.	PROPN
easat-1482	226	12	,	,	PUNCT
easat-1482	226	13	&	&	CCONJ
easat-1482	226	14	tayachi	tayachi	PROPN
easat-1482	226	15	,	,	PUNCT
easat-1482	226	16	t.	t.	PROPN
easat-1482	226	17	(	(	PUNCT
easat-1482	226	18	2021	2021	NUM
easat-1482	226	19	)	)	PUNCT
easat-1482	226	20	.	.	PUNCT
easat-1482	227	1	hedge	hedge	VERB
easat-1482	227	2	and	and	CCONJ
easat-1482	227	3	safe	safe	ADJ
easat-1482	227	4	haven	haven	NOUN
easat-1482	227	5	properties	property	NOUN
easat-1482	227	6	during	during	ADP
easat-1482	227	7	covid-19	covid-19	PROPN
easat-1482	227	8	:	:	PUNCT
easat-1482	227	9	evidence	evidence	NOUN
easat-1482	227	10	from	from	ADP
easat-1482	227	11	bitcoin	bitcoin	NOUN
easat-1482	227	12	and	and	CCONJ
easat-1482	227	13	gold	gold	NOUN
easat-1482	227	14	.	.	PUNCT
easat-1482	228	1	quarterly	quarterly	ADJ
easat-1482	228	2	review	review	NOUN
easat-1482	228	3	of	of	ADP
easat-1482	228	4	economics	economic	NOUN
easat-1482	228	5	and	and	CCONJ
easat-1482	228	6	finance	finance	NOUN
easat-1482	228	7	,	,	PUNCT
easat-1482	228	8	82	82	NUM
easat-1482	228	9	,	,	PUNCT
easat-1482	228	10	71–85	71–85	NUM
easat-1482	228	11	.	.	PUNCT
easat-1482	229	1	https://doi.org/10.1016/j.qref.2021.07.006	https://doi.org/10.1016/j.qref.2021.07.006	ADJ
easat-1482	229	2	daskalakis	daskalaki	NOUN
easat-1482	229	3	,	,	PUNCT
easat-1482	229	4	n.	n.	NOUN
easat-1482	229	5	,	,	PUNCT
easat-1482	229	6	&	&	CCONJ
easat-1482	229	7	daglis	daglis	PROPN
easat-1482	229	8	,	,	PUNCT
easat-1482	229	9	t.	t.	PROPN
easat-1482	229	10	(	(	PUNCT
easat-1482	229	11	2023	2023	NUM
easat-1482	229	12	)	)	PUNCT
easat-1482	229	13	.	.	PUNCT
easat-1482	230	1	the	the	DET
easat-1482	230	2	russian	russian	ADJ
easat-1482	230	3	war	war	NOUN
easat-1482	230	4	in	in	ADP
easat-1482	230	5	ukraine	ukraine	NOUN
easat-1482	230	6	and	and	CCONJ
easat-1482	230	7	its	its	PRON
easat-1482	230	8	effect	effect	NOUN
easat-1482	230	9	in	in	ADP
easat-1482	230	10	the	the	DET
easat-1482	230	11	bitcoin	bitcoin	ADJ
easat-1482	230	12	market	market	NOUN
easat-1482	230	13	.	.	PUNCT
easat-1482	231	1	in	in	ADP
easat-1482	231	2	international	international	ADJ
easat-1482	231	3	journal	journal	NOUN
easat-1482	231	4	of	of	ADP
easat-1482	231	5	economics	economic	NOUN
easat-1482	231	6	and	and	CCONJ
easat-1482	231	7	business	business	NOUN
easat-1482	231	8	administration	administration	NOUN
easat-1482	231	9	:	:	PUNCT
easat-1482	231	10	vol	vol	NOUN
easat-1482	231	11	.	.	PUNCT
easat-1482	232	1	xi	xi	X
easat-1482	232	2	(	(	PUNCT
easat-1482	232	3	issue	issue	NOUN
easat-1482	232	4	1	1	NUM
easat-1482	232	5	)	)	PUNCT
easat-1482	232	6	.	.	PUNCT
easat-1482	233	1	guo	guo	PROPN
easat-1482	233	2	,	,	PUNCT
easat-1482	233	3	h.	h.	PROPN
easat-1482	233	4	,	,	PUNCT
easat-1482	233	5	zhao	zhao	PROPN
easat-1482	233	6	,	,	PUNCT
easat-1482	233	7	x.	x.	PROPN
easat-1482	233	8	,	,	PUNCT
easat-1482	233	9	yu	yu	PROPN
easat-1482	233	10	,	,	PUNCT
easat-1482	233	11	h.	h.	PROPN
easat-1482	233	12	,	,	PUNCT
easat-1482	233	13	&	&	CCONJ
easat-1482	233	14	zhang	zhang	PROPN
easat-1482	233	15	,	,	PUNCT
easat-1482	233	16	x.	x.	NOUN
easat-1482	233	17	(	(	PUNCT
easat-1482	233	18	2021	2021	NUM
easat-1482	233	19	)	)	PUNCT
easat-1482	233	20	.	.	PUNCT
easat-1482	234	1	analysis	analysis	NOUN
easat-1482	234	2	of	of	ADP
easat-1482	234	3	global	global	ADJ
easat-1482	234	4	stock	stock	NOUN
easat-1482	234	5	markets	market	NOUN
easat-1482	234	6	’	'	PUNCT
easat-1482	234	7	connections	connection	NOUN
easat-1482	234	8	with	with	ADP
easat-1482	234	9	emphasis	emphasis	NOUN
easat-1482	234	10	on	on	ADP
easat-1482	234	11	the	the	DET
easat-1482	234	12	impact	impact	NOUN
easat-1482	234	13	of	of	ADP
easat-1482	234	14	covid-19	covid-19	PROPN
easat-1482	234	15	.	.	PUNCT
easat-1482	235	1	physica	physica	PROPN
easat-1482	235	2	a	a	DET
easat-1482	235	3	:	:	PUNCT
easat-1482	235	4	statistical	statistical	ADJ
easat-1482	235	5	mechanics	mechanic	NOUN
easat-1482	235	6	and	and	CCONJ
easat-1482	235	7	its	its	PRON
easat-1482	235	8	applications	application	NOUN
easat-1482	235	9	,	,	PUNCT
easat-1482	235	10	569	569	NUM
easat-1482	235	11	.	.	PUNCT
easat-1482	236	1	https://doi.org/10.1016/j.physa.2021.125774	https://doi.org/10.1016/j.physa.2021.125774	PROPN
easat-1482	236	2	hamil	hamil	PROPN
easat-1482	236	3	,	,	PUNCT
easat-1482	236	4	n.	n.	PROPN
easat-1482	236	5	w.	w.	PROPN
easat-1482	236	6	b.	b.	PROPN
easat-1482	236	7	,	,	PUNCT
easat-1482	236	8	zainudin	zainudin	PROPN
easat-1482	236	9	,	,	PUNCT
easat-1482	236	10	a.	a.	PROPN
easat-1482	236	11	d.	d.	PROPN
easat-1482	236	12	bin	bin	PROPN
easat-1482	236	13	,	,	PUNCT
easat-1482	236	14	&	&	CCONJ
easat-1482	236	15	wider	wide	ADJ
easat-1482	236	16	,	,	PUNCT
easat-1482	236	17	w.	w.	NOUN
easat-1482	236	18	(	(	PUNCT
easat-1482	236	19	2023	2023	NUM
easat-1482	236	20	)	)	PUNCT
easat-1482	236	21	.	.	PUNCT
easat-1482	237	1	evidence	evidence	NOUN
easat-1482	237	2	of	of	ADP
easat-1482	237	3	covid-19	covid-19	PROPN
easat-1482	237	4	’s	’s	PART
easat-1482	237	5	financial	financial	ADJ
easat-1482	237	6	epidemiology	epidemiology	NOUN
easat-1482	237	7	on	on	ADP
easat-1482	237	8	the	the	DET
easat-1482	237	9	asean-5	asean-5	NUM
easat-1482	237	10	stock	stock	NOUN
easat-1482	237	11	indices	index	NOUN
easat-1482	237	12	.	.	PUNCT
easat-1482	238	1	asian	asian	ADJ
easat-1482	238	2	economic	economic	ADJ
easat-1482	238	3	and	and	CCONJ
easat-1482	238	4	financial	financial	ADJ
easat-1482	238	5	review	review	NOUN
easat-1482	238	6	,	,	PUNCT
easat-1482	238	7	13(3	13(3	NUM
easat-1482	238	8	)	)	PUNCT
easat-1482	238	9	,	,	PUNCT
easat-1482	238	10	180–191	180–191	NUM
easat-1482	238	11	.	.	PUNCT
easat-1482	239	1	https://doi.org/10.55493/5002.v13i3.4739	https://doi.org/10.55493/5002.v13i3.4739	PROPN
easat-1482	239	2	hoang	hoang	PROPN
easat-1482	239	3	tien	tien	PROPN
easat-1482	239	4	,	,	PUNCT
easat-1482	239	5	n.	n.	PROPN
easat-1482	239	6	,	,	PUNCT
easat-1482	239	7	jiminez	jiminez	PROPN
easat-1482	239	8	santural	santural	PROPN
easat-1482	239	9	jose	jose	PROPN
easat-1482	239	10	,	,	PUNCT
easat-1482	239	11	r.	r.	PROPN
easat-1482	239	12	,	,	PUNCT
easat-1482	239	13	ehsan	ehsan	PROPN
easat-1482	239	14	ullah	ullah	PROPN
easat-1482	239	15	,	,	PUNCT
easat-1482	239	16	s.	s.	PROPN
easat-1482	239	17	,	,	PUNCT
easat-1482	239	18	&	&	CCONJ
easat-1482	239	19	vinh	vinh	PROPN
easat-1482	239	20	thang	thang	PROPN
easat-1482	239	21	,	,	PUNCT
easat-1482	239	22	h.	h.	PROPN
easat-1482	239	23	(	(	PUNCT
easat-1482	239	24	2021	2021	NUM
easat-1482	239	25	)	)	PUNCT
easat-1482	239	26	.	.	PUNCT
easat-1482	240	1	the	the	DET
easat-1482	240	2	impact	impact	NOUN
easat-1482	240	3	of	of	ADP
easat-1482	240	4	world	world	NOUN
easat-1482	240	5	market	market	NOUN
easat-1482	240	6	on	on	ADP
easat-1482	240	7	ho	ho	PROPN
easat-1482	240	8	chi	chi	PROPN
easat-1482	240	9	minh	minh	PROPN
easat-1482	240	10	city	city	PROPN
easat-1482	240	11	stock	stock	NOUN
easat-1482	240	12	exchange	exchange	NOUN
easat-1482	240	13	in	in	ADP
easat-1482	240	14	context	context	NOUN
easat-1482	240	15	of	of	ADP
easat-1482	240	16	covid-19	covid-19	PROPN
easat-1482	240	17	pandemic	pandemic	NOUN
easat-1482	240	18	.	.	PUNCT
easat-1482	241	1	in	in	ADP
easat-1482	241	2	research	research	NOUN
easat-1482	241	3	article	article	NOUN
easat-1482	241	4	turkish	turkish	ADJ
easat-1482	241	5	journal	journal	PROPN
easat-1482	241	6	of	of	ADP
easat-1482	241	7	computer	computer	NOUN
easat-1482	241	8	and	and	CCONJ
easat-1482	241	9	mathematics	mathematic	NOUN
easat-1482	241	10	education	education	NOUN
easat-1482	241	11	(	(	PUNCT
easat-1482	241	12	vol	vol	NOUN
easat-1482	241	13	.	.	PROPN
easat-1482	241	14	12	12	NUM
easat-1482	241	15	,	,	PUNCT
easat-1482	241	16	issue	issue	NOUN
easat-1482	241	17	14	14	NUM
easat-1482	241	18	)	)	PUNCT
easat-1482	241	19	.	.	PUNCT
easat-1482	242	1	https://www.investing.com/	https://www.investing.com/	PROPN
easat-1482	242	2	karmakar	karmakar	PROPN
easat-1482	242	3	,	,	PUNCT
easat-1482	242	4	m.	m.	NOUN
easat-1482	242	5	(	(	PUNCT
easat-1482	242	6	2005	2005	NUM
easat-1482	242	7	)	)	PUNCT
easat-1482	242	8	.	.	PUNCT
easat-1482	243	1	modeling	model	VERB
easat-1482	243	2	conditional	conditional	ADJ
easat-1482	243	3	volatility	volatility	NOUN
easat-1482	243	4	of	of	ADP
easat-1482	243	5	the	the	DET
easat-1482	243	6	indian	indian	ADJ
easat-1482	243	7	stock	stock	NOUN
easat-1482	243	8	markets	market	NOUN
easat-1482	243	9	.	.	PUNCT
easat-1482	244	1	vikalpa	vikalpa	NOUN
easat-1482	244	2	,	,	PUNCT
easat-1482	244	3	30(3	30(3	NUM
easat-1482	244	4	)	)	PUNCT
easat-1482	244	5	.	.	PUNCT
easat-1482	245	1	kayral	kayral	PROPN
easat-1482	245	2	,	,	PUNCT
easat-1482	245	3	i.	i.	PROPN
easat-1482	245	4	e.	e.	PROPN
easat-1482	245	5	,	,	PUNCT
easat-1482	245	6	jeribi	jeribi	PROPN
easat-1482	245	7	,	,	PUNCT
easat-1482	245	8	a.	a.	PROPN
easat-1482	245	9	,	,	PUNCT
easat-1482	245	10	&	&	CCONJ
easat-1482	245	11	loukil	loukil	PROPN
easat-1482	245	12	,	,	PUNCT
easat-1482	245	13	s.	s.	PROPN
easat-1482	245	14	(	(	PUNCT
easat-1482	245	15	2023	2023	NUM
easat-1482	245	16	)	)	PUNCT
easat-1482	245	17	.	.	PUNCT
easat-1482	245	18	are	be	AUX
easat-1482	245	19	bitcoin	bitcoin	ADJ
easat-1482	245	20	and	and	CCONJ
easat-1482	245	21	gold	gold	VERB
easat-1482	245	22	a	a	DET
easat-1482	245	23	safe	safe	ADJ
easat-1482	245	24	haven	haven	NOUN
easat-1482	245	25	during	during	ADP
easat-1482	245	26	covid-19	covid-19	PROPN
easat-1482	245	27	and	and	CCONJ
easat-1482	245	28	the	the	DET
easat-1482	245	29	2022	2022	NUM
easat-1482	245	30	russia	russia	PROPN
easat-1482	245	31	–	–	PUNCT
easat-1482	245	32	ukraine	ukraine	PROPN
easat-1482	245	33	war	war	PROPN
easat-1482	245	34	?	?	PUNCT
easat-1482	246	1	journal	journal	NOUN
easat-1482	246	2	of	of	ADP
easat-1482	246	3	risk	risk	NOUN
easat-1482	246	4	and	and	CCONJ
easat-1482	246	5	financial	financial	ADJ
easat-1482	246	6	management	management	NOUN
easat-1482	246	7	,	,	PUNCT
easat-1482	246	8	16(4	16(4	NUM
easat-1482	246	9	)	)	PUNCT
easat-1482	246	10	.	.	PUNCT
easat-1482	247	1	https://doi.org/10.3390/jrfm16040222	https://doi.org/10.3390/jrfm16040222	PROPN
easat-1482	247	2	mgadmi	mgadmi	NOUN
easat-1482	247	3	,	,	PUNCT
easat-1482	247	4	n.	n.	NOUN
easat-1482	247	5	,	,	PUNCT
easat-1482	247	6	sadraoui	sadraoui	PROPN
easat-1482	247	7	,	,	PUNCT
easat-1482	247	8	t.	t.	PROPN
easat-1482	247	9	,	,	PUNCT
easat-1482	247	10	alkaabi	alkaabi	NOUN
easat-1482	247	11	,	,	PUNCT
easat-1482	247	12	w.	w.	PROPN
easat-1482	247	13	,	,	PUNCT
easat-1482	247	14	&	&	CCONJ
easat-1482	247	15	abidi	abidi	PROPN
easat-1482	247	16	,	,	PUNCT
easat-1482	247	17	a.	a.	NOUN
easat-1482	247	18	(	(	PUNCT
easat-1482	247	19	2023	2023	NUM
easat-1482	247	20	)	)	PUNCT
easat-1482	247	21	.	.	PUNCT
easat-1482	248	1	the	the	DET
easat-1482	248	2	interconnectedness	interconnectedness	NOUN
easat-1482	248	3	of	of	ADP
easat-1482	248	4	stock	stock	NOUN
easat-1482	248	5	indices	index	NOUN
easat-1482	248	6	and	and	CCONJ
easat-1482	248	7	cryptocurrencies	cryptocurrencie	NOUN
easat-1482	248	8	during	during	ADP
easat-1482	248	9	the	the	DET
easat-1482	248	10	russia	russia	PROPN
easat-1482	248	11	-	-	PUNCT
easat-1482	248	12	ukraine	ukraine	PROPN
easat-1482	248	13	war	war	PROPN
easat-1482	248	14	.	.	PUNCT
easat-1482	249	1	journal	journal	NOUN
easat-1482	249	2	of	of	ADP
easat-1482	249	3	economic	economic	ADJ
easat-1482	249	4	criminology	criminology	NOUN
easat-1482	249	5	,	,	PUNCT
easat-1482	249	6	2	2	NUM
easat-1482	249	7	,	,	PUNCT
easat-1482	249	8	100039	100039	NUM
easat-1482	249	9	.	.	PUNCT
easat-1482	250	1	https://doi.org/10.1016/j.jeconc.2023.100039	https://doi.org/10.1016/j.jeconc.2023.100039	PROPN
easat-1482	250	2	nelson1	nelson1	PROPN
easat-1482	250	3	,	,	PUNCT
easat-1482	250	4	d.	d.	PROPN
easat-1482	250	5	b.	b.	PROPN
easat-1482	250	6	(	(	PUNCT
easat-1482	250	7	1991	1991	NUM
easat-1482	250	8	)	)	PUNCT
easat-1482	250	9	.	.	PUNCT
easat-1482	251	1	conditional	conditional	ADJ
easat-1482	251	2	heteroskedasticity	heteroskedasticity	NOUN
easat-1482	251	3	in	in	ADP
easat-1482	251	4	asset	asset	NOUN
easat-1482	251	5	returns	return	NOUN
easat-1482	251	6	:	:	PUNCT
easat-1482	251	7	a	a	DET
easat-1482	251	8	new	new	ADJ
easat-1482	251	9	approach	approach	NOUN
easat-1482	251	10	.	.	PUNCT
easat-1482	252	1	in	in	ADP
easat-1482	252	2	source	source	NOUN
easat-1482	252	3	:	:	PUNCT
easat-1482	252	4	econometrica	econometrica	PROPN
easat-1482	252	5	(	(	PUNCT
easat-1482	252	6	vol	vol	NOUN
easat-1482	252	7	.	.	PROPN
easat-1482	252	8	59	59	NUM
easat-1482	252	9	,	,	PUNCT
easat-1482	252	10	issue	issue	NOUN
easat-1482	252	11	2	2	NUM
easat-1482	252	12	)	)	PUNCT
easat-1482	252	13	.	.	PUNCT
easat-1482	253	1	nguyen	nguyen	NOUN
easat-1482	253	2	,	,	PUNCT
easat-1482	253	3	v.	v.	PROPN
easat-1482	253	4	c.	c.	PROPN
easat-1482	253	5	,	,	PUNCT
easat-1482	253	6	&	&	CCONJ
easat-1482	253	7	nguyen	nguyen	PROPN
easat-1482	253	8	,	,	PUNCT
easat-1482	253	9	t.	t.	PROPN
easat-1482	253	10	t.	t.	PROPN
easat-1482	253	11	(	(	PUNCT
easat-1482	253	12	2022	2022	NUM
easat-1482	253	13	)	)	PUNCT
easat-1482	253	14	.	.	PUNCT
easat-1482	254	1	dependence	dependence	NOUN
easat-1482	254	2	between	between	ADP
easat-1482	254	3	chinese	chinese	ADJ
easat-1482	254	4	stock	stock	NOUN
easat-1482	254	5	market	market	NOUN
easat-1482	254	6	and	and	CCONJ
easat-1482	254	7	vietnamese	vietnamese	ADJ
easat-1482	254	8	stock	stock	NOUN
easat-1482	254	9	market	market	NOUN
easat-1482	254	10	during	during	ADP
easat-1482	254	11	the	the	DET
easat-1482	254	12	covid-19	covid-19	PROPN
easat-1482	254	13	pandemic	pandemic	NOUN
easat-1482	254	14	.	.	PUNCT
easat-1482	255	1	heliyon	heliyon	NOUN
easat-1482	255	2	,	,	PUNCT
easat-1482	255	3	8(10	8(10	NUM
easat-1482	255	4	)	)	PUNCT
easat-1482	255	5	.	.	PUNCT
easat-1482	256	1	https://doi.org/10.1016/j.heliyon.2022.e11090	https://doi.org/10.1016/j.heliyon.2022.e11090	PROPN
easat-1482	256	2	olayungbo	olayungbo	PROPN
easat-1482	256	3	,	,	PUNCT
easat-1482	256	4	d.	d.	PROPN
easat-1482	256	5	o.	o.	PROPN
easat-1482	256	6	,	,	PUNCT
easat-1482	256	7	zhuparova	zhuparova	PROPN
easat-1482	256	8	,	,	PUNCT
easat-1482	256	9	a.	a.	PROPN
easat-1482	256	10	,	,	PUNCT
easat-1482	256	11	al	al	PROPN
easat-1482	256	12	-	-	PUNCT
easat-1482	256	13	faryan	faryan	PROPN
easat-1482	256	14	,	,	PUNCT
easat-1482	256	15	m.	m.	NOUN
easat-1482	256	16	a.	a.	PROPN
easat-1482	256	17	s.	s.	PROPN
easat-1482	256	18	,	,	PUNCT
easat-1482	256	19	&	&	CCONJ
easat-1482	256	20	ojo	ojo	NOUN
easat-1482	256	21	,	,	PUNCT
easat-1482	256	22	m.	m.	NOUN
easat-1482	256	23	s.	s.	PROPN
easat-1482	256	24	(	(	PUNCT
easat-1482	256	25	2024	2024	NUM
easat-1482	256	26	)	)	PUNCT
easat-1482	256	27	.	.	PUNCT
easat-1482	257	1	global	global	ADJ
easat-1482	257	2	oil	oil	NOUN
easat-1482	257	3	price	price	NOUN
easat-1482	257	4	and	and	CCONJ
easat-1482	257	5	stock	stock	NOUN
easat-1482	257	6	markets	market	NOUN
easat-1482	257	7	in	in	ADP
easat-1482	257	8	oil	oil	NOUN
easat-1482	257	9	exporting	export	VERB
easat-1482	257	10	and	and	CCONJ
easat-1482	257	11	european	european	ADJ
easat-1482	257	12	countries	country	NOUN
easat-1482	257	13	:	:	PUNCT
easat-1482	257	14	evidence	evidence	NOUN
easat-1482	257	15	during	during	ADP
easat-1482	257	16	the	the	DET
easat-1482	257	17	covid-19	covid-19	PROPN
easat-1482	257	18	and	and	CCONJ
easat-1482	257	19	the	the	DET
easat-1482	257	20	russia	russia	PROPN
easat-1482	257	21	-	-	PUNCT
easat-1482	257	22	ukraine	ukraine	PROPN
easat-1482	257	23	war	war	PROPN
easat-1482	257	24	.	.	PUNCT
easat-1482	258	1	research	research	NOUN
easat-1482	258	2	in	in	ADP
easat-1482	258	3	globalization	globalization	NOUN
easat-1482	258	4	,	,	PUNCT
easat-1482	258	5	8	8	NUM
easat-1482	258	6	.	.	PUNCT
easat-1482	259	1	https://doi.org/10.1016/j.resglo.2024.100199	https://doi.org/10.1016/j.resglo.2024.100199	PROPN
easat-1482	259	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1482	259	3	1076	1076	NUM
easat-1482	259	4	edelweiss	edelweiss	PROPN
easat-1482	259	5	applied	apply	VERB
easat-1482	259	6	science	science	NOUN
easat-1482	259	7	and	and	CCONJ
easat-1482	259	8	technology	technology	NOUN
easat-1482	259	9	issn	issn	PROPN
easat-1482	259	10	:	:	PUNCT
easat-1482	259	11	2576	2576	NUM
easat-1482	259	12	-	-	SYM
easat-1482	259	13	8484	8484	NUM
easat-1482	259	14	vol	vol	NOUN
easat-1482	259	15	.	.	PROPN
easat-1482	259	16	8	8	NUM
easat-1482	259	17	,	,	PUNCT
easat-1482	259	18	no	no	INTJ
easat-1482	259	19	.	.	NOUN
easat-1482	259	20	4	4	NUM
easat-1482	259	21	:	:	SYM
easat-1482	259	22	1065	1065	NUM
easat-1482	259	23	-	-	SYM
easat-1482	259	24	1076	1076	NUM
easat-1482	259	25	,	,	PUNCT
easat-1482	259	26	2024	2024	NUM
easat-1482	259	27	doi	doi	NOUN
easat-1482	259	28	:	:	PUNCT
easat-1482	259	29	10.55214/25768484.v8i4.1482	10.55214/25768484.v8i4.1482	NUM
easat-1482	259	30	©	©	ADP
easat-1482	259	31	2024	2024	NUM
easat-1482	259	32	by	by	ADP
easat-1482	259	33	the	the	DET
easat-1482	259	34	authors	author	NOUN
easat-1482	259	35	;	;	PUNCT
easat-1482	259	36	licensee	licensee	PROPN
easat-1482	259	37	learning	learning	PROPN
easat-1482	259	38	gate	gate	PROPN
easat-1482	259	39	puspitasari	puspitasari	PROPN
easat-1482	259	40	,	,	PUNCT
easat-1482	259	41	a.	a.	NOUN
easat-1482	259	42	(	(	PUNCT
easat-1482	259	43	2024	2024	NUM
easat-1482	259	44	)	)	PUNCT
easat-1482	259	45	.	.	PUNCT
easat-1482	260	1	comparative	comparative	ADJ
easat-1482	260	2	analysis	analysis	NOUN
easat-1482	260	3	of	of	ADP
easat-1482	260	4	stock	stock	NOUN
easat-1482	260	5	price	price	NOUN
easat-1482	260	6	index	index	NOUN
easat-1482	260	7	before	before	ADV
easat-1482	260	8	and	and	CCONJ
easat-1482	260	9	after	after	ADP
easat-1482	260	10	the	the	DET
easat-1482	260	11	announcement	announcement	NOUN
easat-1482	260	12	of	of	ADP
easat-1482	260	13	silicon	silicon	PROPN
easat-1482	260	14	valley	valley	PROPN
easat-1482	260	15	bank	bank	PROPN
easat-1482	260	16	(	(	PUNCT
easat-1482	260	17	svb	svb	PROPN
easat-1482	260	18	)	)	PUNCT
easat-1482	260	19	bankruptcy	bankruptcy	NOUN
easat-1482	260	20	.	.	PUNCT
easat-1482	261	1	ajar	ajar	PROPN
easat-1482	261	2	,	,	PUNCT
easat-1482	261	3	7(01	7(01	NUM
easat-1482	261	4	)	)	PUNCT
easat-1482	261	5	,	,	PUNCT
easat-1482	261	6	1–20	1–20	PROPN
easat-1482	261	7	.	.	PUNCT
easat-1482	262	1	https://doi.org/10.35129/ajar.v7i01.472	https://doi.org/10.35129/ajar.v7i01.472	ADJ
easat-1482	262	2	salikin	salikin	PROPN
easat-1482	262	3	,	,	PUNCT
easat-1482	262	4	n.	n.	NOUN
easat-1482	262	5	,	,	PUNCT
easat-1482	262	6	&	&	CCONJ
easat-1482	262	7	wahab	wahab	PROPN
easat-1482	262	8	,	,	PUNCT
easat-1482	262	9	n.	n.	PROPN
easat-1482	262	10	a.	a.	PROPN
easat-1482	263	1	(	(	PUNCT
easat-1482	263	2	2024	2024	NUM
easat-1482	263	3	)	)	PUNCT
easat-1482	263	4	.	.	PUNCT
easat-1482	264	1	gold	gold	NOUN
easat-1482	264	2	as	as	ADP
easat-1482	264	3	safe	safe	ADJ
easat-1482	264	4	haven	haven	NOUN
easat-1482	264	5	strategy	strategy	NOUN
easat-1482	264	6	during	during	ADP
easat-1482	264	7	covid-19	covid-19	PROPN
easat-1482	264	8	pandemic	pandemic	NOUN
easat-1482	264	9	:	:	PUNCT
easat-1482	264	10	the	the	DET
easat-1482	264	11	case	case	NOUN
easat-1482	264	12	of	of	ADP
easat-1482	264	13	bursa	bursa	PROPN
easat-1482	264	14	malaysia	malaysia	PROPN
easat-1482	264	15	.	.	PROPN
easat-1482	265	1	2	2	NUM
easat-1482	265	2	,	,	PUNCT
easat-1482	265	3	2024	2024	NUM
easat-1482	265	4	.	.	PUNCT
easat-1482	266	1	https://ejournal.unida.gontor.ac.id/index.php/ficcomss	https://ejournal.unida.gontor.ac.id/index.php/ficcomss	PROPN
easat-1482	266	2	sarkodie	sarkodie	PROPN
easat-1482	266	3	,	,	PUNCT
easat-1482	266	4	s.	s.	PROPN
easat-1482	266	5	a.	a.	PROPN
easat-1482	266	6	,	,	PUNCT
easat-1482	266	7	ahmed	ahmed	PROPN
easat-1482	266	8	,	,	PUNCT
easat-1482	266	9	m.	m.	NOUN
easat-1482	266	10	y.	y.	PROPN
easat-1482	266	11	,	,	PUNCT
easat-1482	266	12	&	&	CCONJ
easat-1482	266	13	owusu	owusu	PROPN
easat-1482	266	14	,	,	PUNCT
easat-1482	266	15	p.	p.	NOUN
easat-1482	266	16	a.	a.	NOUN
easat-1482	267	1	(	(	PUNCT
easat-1482	267	2	2022	2022	NUM
easat-1482	267	3	)	)	PUNCT
easat-1482	267	4	.	.	PUNCT
easat-1482	268	1	covid-19	covid-19	PROPN
easat-1482	268	2	pandemic	pandemic	NOUN
easat-1482	268	3	improves	improve	VERB
easat-1482	268	4	market	market	NOUN
easat-1482	268	5	signals	signal	NOUN
easat-1482	268	6	of	of	ADP
easat-1482	268	7	cryptocurrencies	cryptocurrencie	NOUN
easat-1482	268	8	–	–	PUNCT
easat-1482	268	9	evidence	evidence	NOUN
easat-1482	268	10	from	from	ADP
easat-1482	268	11	bitcoin	bitcoin	ADJ
easat-1482	268	12	,	,	PUNCT
easat-1482	268	13	bitcoin	bitcoin	ADJ
easat-1482	268	14	cash	cash	NOUN
easat-1482	268	15	,	,	PUNCT
easat-1482	268	16	ethereum	ethereum	NOUN
easat-1482	268	17	,	,	PUNCT
easat-1482	268	18	and	and	CCONJ
easat-1482	268	19	litecoin	litecoin	VERB
easat-1482	268	20	.	.	PUNCT
easat-1482	269	1	finance	finance	NOUN
easat-1482	269	2	research	research	NOUN
easat-1482	269	3	letters	letter	NOUN
easat-1482	269	4	,	,	PUNCT
easat-1482	269	5	44	44	NUM
easat-1482	269	6	.	.	PUNCT
easat-1482	270	1	https://doi.org/10.1016/j.frl.2021.102049	https://doi.org/10.1016/j.frl.2021.102049	PROPN
easat-1482	270	2	taera	taera	NOUN
easat-1482	270	3	,	,	PUNCT
easat-1482	270	4	e.	e.	PROPN
easat-1482	270	5	g.	g.	PROPN
easat-1482	270	6	,	,	PUNCT
easat-1482	270	7	setiawan	setiawan	PROPN
easat-1482	270	8	,	,	PUNCT
easat-1482	270	9	b.	b.	PROPN
easat-1482	270	10	,	,	PUNCT
easat-1482	270	11	saleem	saleem	PROPN
easat-1482	270	12	,	,	PUNCT
easat-1482	270	13	a.	a.	NOUN
easat-1482	270	14	,	,	PUNCT
easat-1482	270	15	wahyuni	wahyuni	PROPN
easat-1482	270	16	,	,	PUNCT
easat-1482	270	17	a.	a.	PROPN
easat-1482	270	18	s.	s.	PROPN
easat-1482	270	19	,	,	PUNCT
easat-1482	270	20	chang	chang	PROPN
easat-1482	270	21	,	,	PUNCT
easat-1482	270	22	d.	d.	PROPN
easat-1482	270	23	k.	k.	PROPN
easat-1482	270	24	s.	s.	PROPN
easat-1482	270	25	,	,	PUNCT
easat-1482	270	26	nathan	nathan	PROPN
easat-1482	270	27	,	,	PUNCT
easat-1482	270	28	r.	r.	PROPN
easat-1482	270	29	j.	j.	PROPN
easat-1482	270	30	,	,	PUNCT
easat-1482	270	31	&	&	CCONJ
easat-1482	270	32	lakner	lakner	PROPN
easat-1482	270	33	,	,	PUNCT
easat-1482	270	34	z.	z.	PROPN
easat-1482	270	35	(	(	PUNCT
easat-1482	270	36	2023	2023	NUM
easat-1482	270	37	)	)	PUNCT
easat-1482	270	38	.	.	PUNCT
easat-1482	271	1	the	the	DET
easat-1482	271	2	impact	impact	NOUN
easat-1482	271	3	of	of	ADP
easat-1482	271	4	covid19	covid19	NOUN
easat-1482	271	5	and	and	CCONJ
easat-1482	271	6	russia	russia	PROPN
easat-1482	271	7	–	–	PUNCT
easat-1482	271	8	ukraine	ukraine	ADJ
easat-1482	271	9	war	war	NOUN
easat-1482	271	10	on	on	ADP
easat-1482	271	11	the	the	DET
easat-1482	271	12	financial	financial	ADJ
easat-1482	271	13	asset	asset	NOUN
easat-1482	271	14	volatility	volatility	NOUN
easat-1482	271	15	:	:	PUNCT
easat-1482	271	16	evidence	evidence	NOUN
easat-1482	271	17	from	from	ADP
easat-1482	271	18	equity	equity	NOUN
easat-1482	271	19	,	,	PUNCT
easat-1482	271	20	cryptocurrency	cryptocurrency	NOUN
easat-1482	271	21	and	and	CCONJ
easat-1482	271	22	alternative	alternative	ADJ
easat-1482	271	23	assets	asset	NOUN
easat-1482	271	24	.	.	PUNCT
easat-1482	272	1	journal	journal	NOUN
easat-1482	272	2	of	of	ADP
easat-1482	272	3	open	open	ADJ
easat-1482	272	4	innovation	innovation	NOUN
easat-1482	272	5	:	:	PUNCT
easat-1482	272	6	technology	technology	NOUN
easat-1482	272	7	,	,	PUNCT
easat-1482	272	8	market	market	NOUN
easat-1482	272	9	,	,	PUNCT
easat-1482	272	10	and	and	CCONJ
easat-1482	272	11	complexity	complexity	NOUN
easat-1482	272	12	,	,	PUNCT
easat-1482	272	13	9(3	9(3	NUM
easat-1482	272	14	)	)	PUNCT
easat-1482	272	15	.	.	PUNCT
easat-1482	273	1	https://doi.org/10.1016/j.joitmc.2023.100116	https://doi.org/10.1016/j.joitmc.2023.100116	PROPN
easat-1482	273	2	tetteh	tetteh	PROPN
easat-1482	273	3	,	,	PUNCT
easat-1482	273	4	b.	b.	PROPN
easat-1482	273	5	,	,	PUNCT
easat-1482	273	6	&	&	CCONJ
easat-1482	273	7	ntsiful	ntsiful	PROPN
easat-1482	273	8	,	,	PUNCT
easat-1482	273	9	e.	e.	PROPN
easat-1482	273	10	(	(	PUNCT
easat-1482	273	11	2023	2023	NUM
easat-1482	273	12	)	)	PUNCT
easat-1482	273	13	.	.	PUNCT
easat-1482	274	1	a	a	DET
easat-1482	274	2	comparative	comparative	ADJ
easat-1482	274	3	analysis	analysis	NOUN
easat-1482	274	4	of	of	ADP
easat-1482	274	5	the	the	DET
easat-1482	274	6	performances	performance	NOUN
easat-1482	274	7	of	of	ADP
easat-1482	274	8	macroeconomic	macroeconomic	ADJ
easat-1482	274	9	indicators	indicator	NOUN
easat-1482	274	10	during	during	ADP
easat-1482	274	11	the	the	DET
easat-1482	274	12	global	global	ADJ
easat-1482	274	13	financial	financial	ADJ
easat-1482	274	14	crisis	crisis	NOUN
easat-1482	274	15	,	,	PUNCT
easat-1482	274	16	covid-19	covid-19	PROPN
easat-1482	274	17	pandemic	pandemic	NOUN
easat-1482	274	18	,	,	PUNCT
easat-1482	274	19	and	and	CCONJ
easat-1482	274	20	the	the	DET
easat-1482	274	21	russia	russia	PROPN
easat-1482	274	22	-	-	PUNCT
easat-1482	274	23	ukraine	ukraine	PROPN
easat-1482	274	24	war	war	NOUN
easat-1482	274	25	:	:	PUNCT
easat-1482	274	26	the	the	DET
easat-1482	274	27	ghanaian	ghanaian	ADJ
easat-1482	274	28	case	case	NOUN
easat-1482	274	29	.	.	PUNCT
easat-1482	275	1	research	research	NOUN
easat-1482	275	2	in	in	ADP
easat-1482	275	3	globalization	globalization	NOUN
easat-1482	275	4	,	,	PUNCT
easat-1482	275	5	7	7	X
easat-1482	275	6	.	.	X
easat-1482	275	7	https://doi.org/10.1016/j.resglo.2023.100174	https://doi.org/10.1016/j.resglo.2023.100174	PROPN
easat-1482	275	8	truong	truong	PROPN
easat-1482	275	9	,	,	PUNCT
easat-1482	275	10	l.	l.	PROPN
easat-1482	275	11	d.	d.	PROPN
easat-1482	275	12	,	,	PUNCT
easat-1482	275	13	&	&	CCONJ
easat-1482	275	14	van	van	PROPN
easat-1482	275	15	vo	vo	PROPN
easat-1482	275	16	,	,	PUNCT
easat-1482	275	17	d.	d.	PROPN
easat-1482	275	18	(	(	PUNCT
easat-1482	275	19	2023	2023	NUM
easat-1482	275	20	)	)	PUNCT
easat-1482	275	21	.	.	PUNCT
easat-1482	276	1	the	the	DET
easat-1482	276	2	asymmetric	asymmetric	ADJ
easat-1482	276	3	effects	effect	NOUN
easat-1482	276	4	of	of	ADP
easat-1482	276	5	exchange	exchange	NOUN
easat-1482	276	6	rate	rate	NOUN
easat-1482	276	7	on	on	ADP
easat-1482	276	8	trade	trade	NOUN
easat-1482	276	9	balance	balance	NOUN
easat-1482	276	10	of	of	ADP
easat-1482	276	11	vietnam	vietnam	PROPN
easat-1482	276	12	.	.	PUNCT
easat-1482	277	1	heliyon	heliyon	PROPN
easat-1482	277	2	,	,	PUNCT
easat-1482	277	3	9(4	9(4	NUM
easat-1482	277	4	)	)	PUNCT
easat-1482	277	5	.	.	PUNCT
easat-1482	278	1	https://doi.org/10.1016/j.heliyon.2023.e14455	https://doi.org/10.1016/j.heliyon.2023.e14455	PROPN
easat-1482	278	2	tunnisa	tunnisa	NOUN
easat-1482	278	3	,	,	PUNCT
easat-1482	278	4	i.	i.	PROPN
easat-1482	278	5	f.	f.	PROPN
easat-1482	278	6	,	,	PUNCT
easat-1482	278	7	&	&	CCONJ
easat-1482	278	8	darmawan	darmawan	PROPN
easat-1482	278	9	,	,	PUNCT
easat-1482	278	10	s.	s.	PROPN
easat-1482	278	11	(	(	PUNCT
easat-1482	278	12	2023	2023	NUM
easat-1482	278	13	)	)	PUNCT
easat-1482	278	14	.	.	PUNCT
easat-1482	279	1	comparative	comparative	ADJ
easat-1482	279	2	performance	performance	NOUN
easat-1482	279	3	analysis	analysis	NOUN
easat-1482	279	4	of	of	ADP
easat-1482	279	5	bitcoin	bitcoin	ADJ
easat-1482	279	6	cryptocurrency	cryptocurrency	NOUN
easat-1482	279	7	,	,	PUNCT
easat-1482	279	8	stocks	stock	NOUN
easat-1482	279	9	and	and	CCONJ
easat-1482	279	10	gold	gold	NOUN
easat-1482	279	11	as	as	ADP
easat-1482	279	12	investments	investment	NOUN
easat-1482	279	13	alternative	alternative	ADJ
easat-1482	279	14	.	.	PUNCT
easat-1482	280	1	journal	journal	NOUN
easat-1482	280	2	of	of	ADP
easat-1482	280	3	business	business	NOUN
easat-1482	280	4	and	and	CCONJ
easat-1482	280	5	information	information	NOUN
easat-1482	280	6	systems	system	NOUN
easat-1482	280	7	(	(	PUNCT
easat-1482	280	8	e	e	NOUN
easat-1482	280	9	-	-	VERB
easat-1482	280	10	issn	issn	ADJ
easat-1482	280	11	:	:	PUNCT
easat-1482	280	12	2685	2685	NUM
easat-1482	280	13	-	-	SYM
easat-1482	280	14	2543	2543	NUM
easat-1482	280	15	)	)	PUNCT
easat-1482	280	16	,	,	PUNCT
easat-1482	280	17	5(2	5(2	NUM
easat-1482	280	18	)	)	PUNCT
easat-1482	280	19	,	,	PUNCT
easat-1482	280	20	234–246	234–246	NUM
easat-1482	280	21	.	.	PUNCT
easat-1482	281	1	https://doi.org/10.36067/jbis.v5i2.214	https://doi.org/10.36067/jbis.v5i2.214	PROPN
easat-1482	281	2	umar	umar	PROPN
easat-1482	281	3	,	,	PUNCT
easat-1482	281	4	m.	m.	NOUN
easat-1482	281	5	,	,	PUNCT
easat-1482	281	6	su	su	PROPN
easat-1482	281	7	,	,	PUNCT
easat-1482	281	8	c.	c.	PROPN
easat-1482	281	9	w.	w.	PROPN
easat-1482	281	10	,	,	PUNCT
easat-1482	281	11	rizvi	rizvi	PROPN
easat-1482	281	12	,	,	PUNCT
easat-1482	281	13	s.	s.	PROPN
easat-1482	281	14	k.	k.	PROPN
easat-1482	281	15	a.	a.	PROPN
easat-1482	281	16	,	,	PUNCT
easat-1482	281	17	&	&	CCONJ
easat-1482	281	18	shao	shao	PROPN
easat-1482	281	19	,	,	PUNCT
easat-1482	281	20	x.	x.	PROPN
easat-1482	281	21	f.	f.	PROPN
easat-1482	281	22	(	(	PUNCT
easat-1482	281	23	2021	2021	NUM
easat-1482	281	24	)	)	PUNCT
easat-1482	281	25	.	.	PUNCT
easat-1482	282	1	bitcoin	bitcoin	NOUN
easat-1482	282	2	:	:	PUNCT
easat-1482	282	3	a	a	DET
easat-1482	282	4	safe	safe	ADJ
easat-1482	282	5	haven	haven	NOUN
easat-1482	282	6	asset	asset	NOUN
easat-1482	282	7	and	and	CCONJ
easat-1482	282	8	a	a	DET
easat-1482	282	9	winner	winner	NOUN
easat-1482	282	10	amid	amid	ADP
easat-1482	282	11	political	political	ADJ
easat-1482	282	12	and	and	CCONJ
easat-1482	282	13	economic	economic	ADJ
easat-1482	282	14	uncertainties	uncertainty	NOUN
easat-1482	282	15	in	in	ADP
easat-1482	282	16	the	the	DET
easat-1482	282	17	us	us	PROPN
easat-1482	282	18	?	?	PUNCT
easat-1482	283	1	technological	technological	ADJ
easat-1482	283	2	forecasting	forecasting	NOUN
easat-1482	283	3	and	and	CCONJ
easat-1482	283	4	social	social	ADJ
easat-1482	283	5	change	change	NOUN
easat-1482	283	6	,	,	PUNCT
easat-1482	283	7	167	167	NUM
easat-1482	283	8	.	.	PUNCT
easat-1482	284	1	https://doi.org/10.1016/j.techfore.2021.120680	https://doi.org/10.1016/j.techfore.2021.120680	PROPN
easat-1482	284	2	zhang	zhang	PROPN
easat-1482	284	3	,	,	PUNCT
easat-1482	284	4	s.	s.	PROPN
easat-1482	284	5	,	,	PUNCT
easat-1482	284	6	&	&	CCONJ
easat-1482	284	7	mani	mani	PROPN
easat-1482	284	8	,	,	PUNCT
easat-1482	284	9	g.	g.	PROPN
easat-1482	284	10	(	(	PUNCT
easat-1482	284	11	2021	2021	NUM
easat-1482	284	12	)	)	PUNCT
easat-1482	284	13	.	.	PUNCT
easat-1482	285	1	popular	popular	ADJ
easat-1482	285	2	cryptoassets	cryptoasset	NOUN
easat-1482	285	3	(	(	PUNCT
easat-1482	285	4	bitcoin	bitcoin	NOUN
easat-1482	285	5	,	,	PUNCT
easat-1482	285	6	ethereum	ethereum	NOUN
easat-1482	285	7	,	,	PUNCT
easat-1482	285	8	and	and	CCONJ
easat-1482	285	9	dogecoin	dogecoin	NOUN
easat-1482	285	10	)	)	PUNCT
easat-1482	285	11	,	,	PUNCT
easat-1482	285	12	gold	gold	NOUN
easat-1482	285	13	,	,	PUNCT
easat-1482	285	14	and	and	CCONJ
easat-1482	285	15	their	their	PRON
easat-1482	285	16	relationships	relationship	NOUN
easat-1482	285	17	:	:	PUNCT
easat-1482	285	18	volatility	volatility	NOUN
easat-1482	285	19	and	and	CCONJ
easat-1482	285	20	correlation	correlation	NOUN
easat-1482	285	21	modeling	modeling	NOUN
easat-1482	285	22	.	.	PUNCT
easat-1482	286	1	data	datum	NOUN
easat-1482	286	2	science	science	NOUN
easat-1482	286	3	and	and	CCONJ
easat-1482	286	4	management	management	NOUN
easat-1482	286	5	,	,	PUNCT
easat-1482	286	6	4	4	NUM
easat-1482	286	7	,	,	PUNCT
easat-1482	286	8	30–39	30–39	NUM
easat-1482	286	9	.	.	PUNCT
easat-1482	287	1	https://doi.org/10.1016/j.dsm.2021.11.001	https://doi.org/10.1016/j.dsm.2021.11.001	NOUN