id	sid	tid	token	lemma	pos
easat-4133	1	1	edelweiss	edelweiss	PROPN
easat-4133	1	2	applied	apply	VERB
easat-4133	1	3	science	science	NOUN
easat-4133	1	4	and	and	CCONJ
easat-4133	1	5	technology	technology	NOUN
easat-4133	1	6	issn	issn	PROPN
easat-4133	1	7	:	:	PUNCT
easat-4133	1	8	2576	2576	NUM
easat-4133	1	9	-	-	SYM
easat-4133	1	10	8484	8484	NUM
easat-4133	1	11	vol	vol	NOUN
easat-4133	1	12	.	.	PROPN
easat-4133	2	1	9	9	NUM
easat-4133	2	2	,	,	PUNCT
easat-4133	2	3	no	no	INTJ
easat-4133	2	4	.	.	NOUN
easat-4133	2	5	1	1	NUM
easat-4133	2	6	,	,	PUNCT
easat-4133	2	7	341	341	NUM
easat-4133	2	8	-	-	SYM
easat-4133	2	9	360	360	NUM
easat-4133	2	10	2025	2025	NUM
easat-4133	2	11	publisher	publisher	NOUN
easat-4133	2	12	:	:	PUNCT
easat-4133	2	13	learning	learn	VERB
easat-4133	2	14	gate	gate	NOUN
easat-4133	2	15	doi	doi	PROPN
easat-4133	2	16	:	:	PUNCT
easat-4133	2	17	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	2	18	©	©	PROPN
easat-4133	2	19	2025	2025	NUM
easat-4133	2	20	by	by	ADP
easat-4133	2	21	the	the	DET
easat-4133	2	22	authors	author	NOUN
easat-4133	2	23	;	;	PUNCT
easat-4133	2	24	licensee	licensee	PROPN
easat-4133	2	25	learning	learning	NOUN
easat-4133	2	26	gate	gate	NOUN
easat-4133	3	1	©	©	PROPN
easat-4133	3	2	2025	2025	NUM
easat-4133	3	3	by	by	ADP
easat-4133	3	4	the	the	DET
easat-4133	3	5	authors	author	NOUN
easat-4133	3	6	;	;	PUNCT
easat-4133	3	7	licensee	licensee	PROPN
easat-4133	3	8	learning	learning	NOUN
easat-4133	3	9	gate	gate	NOUN
easat-4133	3	10	history	history	NOUN
easat-4133	3	11	:	:	PUNCT
easat-4133	3	12	received	receive	VERB
easat-4133	3	13	:	:	PUNCT
easat-4133	3	14	25	25	NUM
easat-4133	3	15	november	november	PROPN
easat-4133	3	16	2024	2024	NUM
easat-4133	3	17	;	;	PUNCT
easat-4133	3	18	revised	revise	VERB
easat-4133	3	19	:	:	PUNCT
easat-4133	3	20	17	17	NUM
easat-4133	3	21	december	december	PROPN
easat-4133	3	22	2024	2024	NUM
easat-4133	3	23	;	;	PUNCT
easat-4133	3	24	accepted	accept	VERB
easat-4133	3	25	:	:	PUNCT
easat-4133	3	26	3	3	NUM
easat-4133	3	27	january	january	NOUN
easat-4133	3	28	2025	2025	NUM
easat-4133	3	29	;	;	PUNCT
easat-4133	3	30	published	publish	VERB
easat-4133	3	31	:	:	PUNCT
easat-4133	3	32	8	8	NUM
easat-4133	3	33	january	january	NOUN
easat-4133	3	34	2025	2025	NUM
easat-4133	3	35	*	*	PUNCT
easat-4133	3	36	correspondence	correspondence	NOUN
easat-4133	3	37	:	:	PUNCT
easat-4133	3	38	soufianebenbachir.sb@gmail.com	soufianebenbachir.sb@gmail.com	PROPN
easat-4133	3	39	multifractal	multifractal	PROPN
easat-4133	3	40	detrended	detrende	VERB
easat-4133	3	41	cross	cross	ADJ
easat-4133	3	42	-	-	ADJ
easat-4133	3	43	correlation	correlation	ADJ
easat-4133	3	44	analysis	analysis	NOUN
easat-4133	3	45	of	of	ADP
easat-4133	3	46	islamic	islamic	ADJ
easat-4133	3	47	stock	stock	NOUN
easat-4133	3	48	markets	market	NOUN
easat-4133	3	49	in	in	ADP
easat-4133	3	50	the	the	DET
easat-4133	3	51	pacific	pacific	PROPN
easat-4133	3	52	asia	asia	PROPN
easat-4133	3	53	region	region	PROPN
easat-4133	3	54	benbachir	benbachir	PROPN
easat-4133	3	55	soufiane1	soufiane1	PROPN
easat-4133	3	56	*	*	PROPN
easat-4133	3	57	,	,	PUNCT
easat-4133	3	58	amzile	amzile	ADJ
easat-4133	3	59	karim2	karim2	PROPN
easat-4133	4	1	1laboratory	1laboratory	NUM
easat-4133	4	2	of	of	ADP
easat-4133	4	3	studies	study	NOUN
easat-4133	4	4	and	and	CCONJ
easat-4133	4	5	research	research	NOUN
easat-4133	4	6	in	in	ADP
easat-4133	4	7	management	management	NOUN
easat-4133	4	8	sciences	science	NOUN
easat-4133	4	9	,	,	PUNCT
easat-4133	4	10	faculty	faculty	NOUN
easat-4133	4	11	of	of	ADP
easat-4133	4	12	legal	legal	ADJ
easat-4133	4	13	,	,	PUNCT
easat-4133	4	14	economic	economic	ADJ
easat-4133	4	15	and	and	CCONJ
easat-4133	4	16	social	social	ADJ
easat-4133	4	17	sciences	science	NOUN
easat-4133	4	18	-	-	PUNCT
easat-4133	4	19	agdal	agdal	NOUN
easat-4133	4	20	,	,	PUNCT
easat-4133	4	21	mohammed	mohammed	PROPN
easat-4133	4	22	v	v	PROPN
easat-4133	4	23	university	university	PROPN
easat-4133	4	24	of	of	ADP
easat-4133	4	25	rabat	rabat	NOUN
easat-4133	4	26	-	-	PUNCT
easat-4133	4	27	morocco	morocco	PROPN
easat-4133	4	28	,	,	PUNCT
easat-4133	4	29	morocco	morocco	PROPN
easat-4133	4	30	;	;	PUNCT
easat-4133	4	31	soufianebenbachir.sb@gmail.com	soufianebenbachir.sb@gmail.com	X
easat-4133	4	32	(	(	PUNCT
easat-4133	4	33	b.s	b.s	PROPN
easat-4133	4	34	.	.	PROPN
easat-4133	4	35	)	)	PUNCT
easat-4133	5	1	2faculty	2faculty	NUM
easat-4133	5	2	of	of	ADP
easat-4133	5	3	legal	legal	ADJ
easat-4133	5	4	,	,	PUNCT
easat-4133	5	5	economic	economic	ADJ
easat-4133	5	6	,	,	PUNCT
easat-4133	5	7	and	and	CCONJ
easat-4133	5	8	social	social	ADJ
easat-4133	5	9	sciences	science	NOUN
easat-4133	5	10	ain	ain	PROPN
easat-4133	5	11	chock	chock	NOUN
easat-4133	5	12	,	,	PUNCT
easat-4133	5	13	hassan	hassan	PROPN
easat-4133	5	14	ii	ii	PROPN
easat-4133	5	15	university	university	PROPN
easat-4133	5	16	of	of	ADP
easat-4133	5	17	casablanca	casablanca	PROPN
easat-4133	5	18	-	-	PUNCT
easat-4133	5	19	morocco	morocco	PROPN
easat-4133	5	20	,	,	PUNCT
easat-4133	5	21	morocco	morocco	PROPN
easat-4133	5	22	;	;	PUNCT
easat-4133	5	23	karim.amzile@etu.univh2c.ma	karim.amzile@etu.univh2c.ma	PROPN
easat-4133	5	24	(	(	PUNCT
easat-4133	5	25	a.k	a.k	PROPN
easat-4133	5	26	.	.	PROPN
easat-4133	5	27	)	)	PUNCT
easat-4133	5	28	.	.	PUNCT
easat-4133	6	1	abstract	abstract	ADV
easat-4133	6	2	:	:	PUNCT
easat-4133	6	3	this	this	DET
easat-4133	6	4	study	study	NOUN
easat-4133	6	5	aims	aim	VERB
easat-4133	6	6	to	to	PART
easat-4133	6	7	uncover	uncover	VERB
easat-4133	6	8	the	the	DET
easat-4133	6	9	multifractal	multifractal	ADJ
easat-4133	6	10	characteristics	characteristic	NOUN
easat-4133	6	11	and	and	CCONJ
easat-4133	6	12	complex	complex	ADJ
easat-4133	6	13	interactions	interaction	NOUN
easat-4133	6	14	among	among	ADP
easat-4133	6	15	six	six	NUM
easat-4133	6	16	islamic	islamic	ADJ
easat-4133	6	17	stock	stock	NOUN
easat-4133	6	18	markets	market	NOUN
easat-4133	6	19	in	in	ADP
easat-4133	6	20	the	the	DET
easat-4133	6	21	pacific	pacific	PROPN
easat-4133	6	22	asia	asia	PROPN
easat-4133	6	23	region	region	PROPN
easat-4133	6	24	,	,	PUNCT
easat-4133	6	25	enhancing	enhance	VERB
easat-4133	6	26	understanding	understanding	NOUN
easat-4133	6	27	of	of	ADP
easat-4133	6	28	their	their	PRON
easat-4133	6	29	dynamics	dynamic	NOUN
easat-4133	6	30	.	.	PUNCT
easat-4133	7	1	employing	employ	VERB
easat-4133	7	2	multifractal	multifractal	ADJ
easat-4133	7	3	detrended	detrende	VERB
easat-4133	7	4	cross	cross	ADJ
easat-4133	7	5	-	-	ADJ
easat-4133	7	6	correlation	correlation	ADJ
easat-4133	7	7	analysis	analysis	NOUN
easat-4133	7	8	(	(	PUNCT
easat-4133	7	9	mf	mf	NOUN
easat-4133	7	10	-	-	PUNCT
easat-4133	7	11	dcca	dcca	NOUN
easat-4133	7	12	)	)	PUNCT
easat-4133	7	13	,	,	PUNCT
easat-4133	7	14	this	this	DET
easat-4133	7	15	research	research	NOUN
easat-4133	7	16	analyzes	analyze	VERB
easat-4133	7	17	a	a	DET
easat-4133	7	18	dataset	dataset	NOUN
easat-4133	7	19	covering	cover	VERB
easat-4133	7	20	the	the	DET
easat-4133	7	21	period	period	NOUN
easat-4133	7	22	from	from	ADP
easat-4133	7	23	january	january	PROPN
easat-4133	7	24	1	1	NUM
easat-4133	7	25	,	,	PUNCT
easat-4133	7	26	2011	2011	NUM
easat-4133	7	27	,	,	PUNCT
easat-4133	7	28	to	to	ADP
easat-4133	7	29	august	august	PROPN
easat-4133	7	30	1	1	NUM
easat-4133	7	31	,	,	PUNCT
easat-4133	7	32	2024	2024	NUM
easat-4133	7	33	,	,	PUNCT
easat-4133	7	34	with	with	ADP
easat-4133	7	35	approximately	approximately	ADV
easat-4133	7	36	3315	3315	NUM
easat-4133	7	37	observations	observation	NOUN
easat-4133	7	38	.	.	PUNCT
easat-4133	8	1	in	in	ADP
easat-4133	8	2	the	the	DET
easat-4133	8	3	preliminary	preliminary	ADJ
easat-4133	8	4	analysis	analysis	NOUN
easat-4133	8	5	,	,	PUNCT
easat-4133	8	6	the	the	DET
easat-4133	8	7	application	application	NOUN
easat-4133	8	8	of	of	ADP
easat-4133	8	9	the	the	DET
easat-4133	8	10	dcca	dcca	ADJ
easat-4133	8	11	cross	cross	ADJ
easat-4133	8	12	-	-	ADJ
easat-4133	8	13	correlation	correlation	ADJ
easat-4133	8	14	coefficient	coefficient	NOUN
easat-4133	8	15	method	method	NOUN
easat-4133	8	16	revealed	reveal	VERB
easat-4133	8	17	that	that	SCONJ
easat-4133	8	18	the	the	DET
easat-4133	8	19	cross	cros	NOUN
easat-4133	8	20	-	-	NOUN
easat-4133	8	21	correlations	correlation	NOUN
easat-4133	8	22	are	be	AUX
easat-4133	8	23	persistent	persistent	ADJ
easat-4133	8	24	and	and	CCONJ
easat-4133	8	25	exhibit	exhibit	VERB
easat-4133	8	26	long	long	ADJ
easat-4133	8	27	-	-	PUNCT
easat-4133	8	28	term	term	NOUN
easat-4133	8	29	stability	stability	NOUN
easat-4133	8	30	across	across	ADP
easat-4133	8	31	most	most	ADJ
easat-4133	8	32	index	index	NOUN
easat-4133	8	33	pairs	pair	NOUN
easat-4133	8	34	.	.	PUNCT
easat-4133	9	1	utilizing	utilize	VERB
easat-4133	9	2	core	core	NOUN
easat-4133	9	3	components	component	NOUN
easat-4133	9	4	of	of	ADP
easat-4133	9	5	the	the	DET
easat-4133	9	6	mf	mf	PROPN
easat-4133	9	7	-	-	PUNCT
easat-4133	9	8	dcca	dcca	ADJ
easat-4133	9	9	method	method	NOUN
easat-4133	9	10	,	,	PUNCT
easat-4133	9	11	such	such	ADJ
easat-4133	9	12	as	as	ADP
easat-4133	9	13	generalized	generalized	ADJ
easat-4133	9	14	hurst	hurst	PROPN
easat-4133	9	15	exponents	exponents	PROPN
easat-4133	9	16	,	,	PUNCT
easat-4133	9	17	rényi	rényi	NOUN
easat-4133	9	18	exponents	exponent	NOUN
easat-4133	9	19	,	,	PUNCT
easat-4133	9	20	and	and	CCONJ
easat-4133	9	21	the	the	DET
easat-4133	9	22	hölder	hölder	NOUN
easat-4133	9	23	singularity	singularity	NOUN
easat-4133	9	24	spectrum	spectrum	NOUN
easat-4133	9	25	,	,	PUNCT
easat-4133	9	26	further	far	ADV
easat-4133	9	27	confirmed	confirm	VERB
easat-4133	9	28	that	that	SCONJ
easat-4133	9	29	the	the	DET
easat-4133	9	30	index	index	NOUN
easat-4133	9	31	pairs	pair	NOUN
easat-4133	9	32	exhibit	exhibit	VERB
easat-4133	9	33	long	long	ADJ
easat-4133	9	34	-	-	PUNCT
easat-4133	9	35	range	range	NOUN
easat-4133	9	36	persistent	persistent	ADJ
easat-4133	9	37	cross	cross	NOUN
easat-4133	9	38	-	-	NOUN
easat-4133	9	39	correlations	correlation	NOUN
easat-4133	9	40	and	and	CCONJ
easat-4133	9	41	multifractal	multifractal	ADJ
easat-4133	9	42	behavior	behavior	NOUN
easat-4133	9	43	.	.	PUNCT
easat-4133	10	1	surrogate	surrogate	VERB
easat-4133	10	2	and	and	CCONJ
easat-4133	10	3	shuffling	shuffle	VERB
easat-4133	10	4	transformations	transformation	NOUN
easat-4133	10	5	showed	show	VERB
easat-4133	10	6	that	that	SCONJ
easat-4133	10	7	the	the	DET
easat-4133	10	8	observed	observed	ADJ
easat-4133	10	9	multifractality	multifractality	NOUN
easat-4133	10	10	is	be	AUX
easat-4133	10	11	influenced	influence	VERB
easat-4133	10	12	by	by	ADP
easat-4133	10	13	both	both	PRON
easat-4133	10	14	long	long	ADJ
easat-4133	10	15	-	-	PUNCT
easat-4133	10	16	term	term	NOUN
easat-4133	10	17	crosscorrelations	crosscorrelation	NOUN
easat-4133	10	18	and	and	CCONJ
easat-4133	10	19	heavy	heavy	ADJ
easat-4133	10	20	-	-	PUNCT
easat-4133	10	21	tailed	tail	VERB
easat-4133	10	22	distributions	distribution	NOUN
easat-4133	10	23	.	.	PUNCT
easat-4133	11	1	the	the	DET
easat-4133	11	2	findings	finding	NOUN
easat-4133	11	3	have	have	VERB
easat-4133	11	4	important	important	ADJ
easat-4133	11	5	implications	implication	NOUN
easat-4133	11	6	for	for	ADP
easat-4133	11	7	investors	investor	NOUN
easat-4133	11	8	,	,	PUNCT
easat-4133	11	9	policymakers	policymaker	NOUN
easat-4133	11	10	,	,	PUNCT
easat-4133	11	11	and	and	CCONJ
easat-4133	11	12	financial	financial	ADJ
easat-4133	11	13	analysts	analyst	NOUN
easat-4133	11	14	concerned	concern	VERB
easat-4133	11	15	with	with	ADP
easat-4133	11	16	portfolio	portfolio	NOUN
easat-4133	11	17	diversification	diversification	NOUN
easat-4133	11	18	,	,	PUNCT
easat-4133	11	19	risk	risk	NOUN
easat-4133	11	20	management	management	NOUN
easat-4133	11	21	,	,	PUNCT
easat-4133	11	22	and	and	CCONJ
easat-4133	11	23	the	the	DET
easat-4133	11	24	efficiency	efficiency	NOUN
easat-4133	11	25	of	of	ADP
easat-4133	11	26	islamic	islamic	ADJ
easat-4133	11	27	financial	financial	ADJ
easat-4133	11	28	markets	market	NOUN
easat-4133	11	29	in	in	ADP
easat-4133	11	30	this	this	DET
easat-4133	11	31	economically	economically	ADV
easat-4133	11	32	vital	vital	ADJ
easat-4133	11	33	region	region	NOUN
easat-4133	11	34	.	.	PUNCT
easat-4133	12	1	understanding	understand	VERB
easat-4133	12	2	the	the	DET
easat-4133	12	3	interconnectedness	interconnectedness	NOUN
easat-4133	12	4	of	of	ADP
easat-4133	12	5	these	these	DET
easat-4133	12	6	markets	market	NOUN
easat-4133	12	7	can	can	AUX
easat-4133	12	8	aid	aid	VERB
easat-4133	12	9	in	in	ADP
easat-4133	12	10	developing	develop	VERB
easat-4133	12	11	more	more	ADV
easat-4133	12	12	effective	effective	ADJ
easat-4133	12	13	investment	investment	NOUN
easat-4133	12	14	strategies	strategy	NOUN
easat-4133	12	15	and	and	CCONJ
easat-4133	12	16	regulatory	regulatory	ADJ
easat-4133	12	17	frameworks	framework	NOUN
easat-4133	12	18	.	.	PUNCT
easat-4133	13	1	this	this	DET
easat-4133	13	2	study	study	NOUN
easat-4133	13	3	contributes	contribute	VERB
easat-4133	13	4	original	original	ADJ
easat-4133	13	5	insights	insight	NOUN
easat-4133	13	6	into	into	ADP
easat-4133	13	7	the	the	DET
easat-4133	13	8	dynamics	dynamic	NOUN
easat-4133	13	9	of	of	ADP
easat-4133	13	10	islamic	islamic	ADJ
easat-4133	13	11	stock	stock	NOUN
easat-4133	13	12	markets	market	NOUN
easat-4133	13	13	in	in	ADP
easat-4133	13	14	the	the	DET
easat-4133	13	15	pacific	pacific	PROPN
easat-4133	13	16	asia	asia	PROPN
easat-4133	13	17	region	region	PROPN
easat-4133	13	18	,	,	PUNCT
easat-4133	13	19	offering	offer	VERB
easat-4133	13	20	a	a	DET
easat-4133	13	21	nuanced	nuanced	ADJ
easat-4133	13	22	perspective	perspective	NOUN
easat-4133	13	23	on	on	ADP
easat-4133	13	24	their	their	PRON
easat-4133	13	25	complex	complex	ADJ
easat-4133	13	26	behaviors	behavior	NOUN
easat-4133	13	27	and	and	CCONJ
easat-4133	13	28	interactions	interaction	NOUN
easat-4133	13	29	through	through	ADP
easat-4133	13	30	the	the	DET
easat-4133	13	31	lens	lens	NOUN
easat-4133	13	32	of	of	ADP
easat-4133	13	33	multifractality	multifractality	NOUN
easat-4133	13	34	.	.	PUNCT
easat-4133	14	1	keywords	keyword	NOUN
easat-4133	14	2	:	:	PUNCT
easat-4133	14	3	cross	cross	NOUN
easat-4133	14	4	-	-	NOUN
easat-4133	14	5	correlation	correlation	NOUN
easat-4133	14	6	,	,	PUNCT
easat-4133	14	7	generalized	generalize	VERB
easat-4133	14	8	hurst	hurst	PROPN
easat-4133	14	9	exponents	exponents	PROPN
easat-4133	14	10	,	,	PUNCT
easat-4133	14	11	hölder	hölder	NOUN
easat-4133	14	12	singularity	singularity	NOUN
easat-4133	14	13	spectrum	spectrum	NOUN
easat-4133	14	14	,	,	PUNCT
easat-4133	14	15	multifractal	multifractal	ADJ
easat-4133	14	16	,	,	PUNCT
easat-4133	14	17	rényi	rényi	NOUN
easat-4133	14	18	exponents	exponent	NOUN
easat-4133	14	19	.	.	PUNCT
easat-4133	15	1	jel	jel	PROPN
easat-4133	15	2	classification	classification	PROPN
easat-4133	15	3	:	:	PUNCT
easat-4133	15	4	c10	c10	PROPN
easat-4133	15	5	;	;	PUNCT
easat-4133	15	6	c22	c22	NOUN
easat-4133	15	7	;	;	PUNCT
easat-4133	15	8	c58	c58	PROPN
easat-4133	15	9	;	;	PUNCT
easat-4133	15	10	c63	c63	PROPN
easat-4133	15	11	;	;	PUNCT
easat-4133	15	12	g10	g10	PROPN
easat-4133	15	13	;	;	PUNCT
easat-4133	15	14	g15	g15	PROPN
easat-4133	15	15	.	.	PROPN
easat-4133	16	1	1	1	NUM
easat-4133	16	2	.	.	X
easat-4133	16	3	introduction	introduction	NOUN
easat-4133	16	4	in	in	ADP
easat-4133	16	5	today	today	NOUN
easat-4133	16	6	's	's	PART
easat-4133	16	7	highly	highly	ADV
easat-4133	16	8	interconnected	interconnected	ADJ
easat-4133	16	9	global	global	ADJ
easat-4133	16	10	financial	financial	ADJ
easat-4133	16	11	landscape	landscape	NOUN
easat-4133	16	12	,	,	PUNCT
easat-4133	16	13	grasping	grasp	VERB
easat-4133	16	14	the	the	DET
easat-4133	16	15	complex	complex	ADJ
easat-4133	16	16	interactions	interaction	NOUN
easat-4133	16	17	between	between	ADP
easat-4133	16	18	various	various	ADJ
easat-4133	16	19	markets	market	NOUN
easat-4133	16	20	is	be	AUX
easat-4133	16	21	essential	essential	ADJ
easat-4133	16	22	.	.	PUNCT
easat-4133	17	1	conventional	conventional	ADJ
easat-4133	17	2	correlation	correlation	NOUN
easat-4133	17	3	methods	method	NOUN
easat-4133	17	4	,	,	PUNCT
easat-4133	17	5	usually	usually	ADV
easat-4133	17	6	based	base	VERB
easat-4133	17	7	in	in	ADP
easat-4133	17	8	linear	linear	PROPN
easat-4133	17	9	models	model	NOUN
easat-4133	17	10	,	,	PUNCT
easat-4133	17	11	often	often	ADV
easat-4133	17	12	fall	fall	VERB
easat-4133	17	13	short	short	ADJ
easat-4133	17	14	in	in	ADP
easat-4133	17	15	capturing	capture	VERB
easat-4133	17	16	the	the	DET
easat-4133	17	17	intricacies	intricacy	NOUN
easat-4133	17	18	of	of	ADP
easat-4133	17	19	financial	financial	ADJ
easat-4133	17	20	systems	system	NOUN
easat-4133	17	21	,	,	PUNCT
easat-4133	17	22	especially	especially	ADV
easat-4133	17	23	when	when	SCONJ
easat-4133	17	24	dealing	deal	VERB
easat-4133	17	25	with	with	ADP
easat-4133	17	26	non	non	ADJ
easat-4133	17	27	-	-	ADJ
easat-4133	17	28	linear	linear	ADJ
easat-4133	17	29	behaviors	behavior	NOUN
easat-4133	17	30	,	,	PUNCT
easat-4133	17	31	non	non	ADJ
easat-4133	17	32	-	-	ADJ
easat-4133	17	33	stationary	stationary	ADJ
easat-4133	17	34	processes	process	NOUN
easat-4133	17	35	,	,	PUNCT
easat-4133	17	36	and	and	CCONJ
easat-4133	17	37	multiple	multiple	ADJ
easat-4133	17	38	scaling	scale	VERB
easat-4133	17	39	properties	property	NOUN
easat-4133	17	40	.	.	PUNCT
easat-4133	18	1	as	as	ADP
easat-4133	18	2	a	a	DET
easat-4133	18	3	result	result	NOUN
easat-4133	18	4	,	,	PUNCT
easat-4133	18	5	the	the	DET
easat-4133	18	6	analysis	analysis	NOUN
easat-4133	18	7	of	of	ADP
easat-4133	18	8	multifractal	multifractal	ADJ
easat-4133	18	9	cross	cross	NOUN
easat-4133	18	10	-	-	NOUN
easat-4133	18	11	correlations	correlation	NOUN
easat-4133	18	12	has	have	AUX
easat-4133	18	13	gained	gain	VERB
easat-4133	18	14	prominence	prominence	NOUN
easat-4133	18	15	,	,	PUNCT
easat-4133	18	16	providing	provide	VERB
easat-4133	18	17	a	a	DET
easat-4133	18	18	more	more	ADV
easat-4133	18	19	detailed	detailed	ADJ
easat-4133	18	20	understanding	understanding	NOUN
easat-4133	18	21	of	of	ADP
easat-4133	18	22	market	market	NOUN
easat-4133	18	23	relationships	relationship	NOUN
easat-4133	18	24	across	across	ADP
easat-4133	18	25	different	different	ADJ
easat-4133	18	26	time	time	NOUN
easat-4133	18	27	horizons	horizon	NOUN
easat-4133	18	28	.	.	PUNCT
easat-4133	19	1	multifractality	multifractality	NOUN
easat-4133	19	2	in	in	ADP
easat-4133	19	3	financial	financial	ADJ
easat-4133	19	4	markets	market	NOUN
easat-4133	19	5	arises	arise	VERB
easat-4133	19	6	from	from	ADP
easat-4133	19	7	diverse	diverse	ADJ
easat-4133	19	8	scaling	scaling	NOUN
easat-4133	19	9	behaviors	behavior	NOUN
easat-4133	19	10	over	over	ADP
easat-4133	19	11	varying	vary	VERB
easat-4133	19	12	time	time	NOUN
easat-4133	19	13	frames	frame	NOUN
easat-4133	19	14	,	,	PUNCT
easat-4133	19	15	revealing	reveal	VERB
easat-4133	19	16	intricate	intricate	ADJ
easat-4133	19	17	dynamics	dynamic	NOUN
easat-4133	19	18	like	like	ADP
easat-4133	19	19	long	long	ADJ
easat-4133	19	20	-	-	PUNCT
easat-4133	19	21	range	range	NOUN
easat-4133	19	22	dependencies	dependency	NOUN
easat-4133	19	23	and	and	CCONJ
easat-4133	19	24	fat	fat	ADJ
easat-4133	19	25	-	-	PUNCT
easat-4133	19	26	tailed	tail	VERB
easat-4133	19	27	distributions	distribution	NOUN
easat-4133	19	28	.	.	PUNCT
easat-4133	20	1	unlike	unlike	ADP
easat-4133	20	2	traditional	traditional	ADJ
easat-4133	20	3	monofractal	monofractal	ADJ
easat-4133	20	4	models	model	NOUN
easat-4133	20	5	,	,	PUNCT
easat-4133	20	6	which	which	PRON
easat-4133	20	7	rely	rely	VERB
easat-4133	20	8	on	on	ADP
easat-4133	20	9	a	a	DET
easat-4133	20	10	uniform	uniform	ADJ
easat-4133	20	11	scaling	scale	VERB
easat-4133	20	12	exponent	exponent	NOUN
easat-4133	20	13	,	,	PUNCT
easat-4133	20	14	multifractal	multifractal	ADJ
easat-4133	20	15	analysis	analysis	NOUN
easat-4133	20	16	introduces	introduce	NOUN
easat-4133	20	17	a	a	DET
easat-4133	20	18	range	range	NOUN
easat-4133	20	19	of	of	ADP
easat-4133	20	20	scaling	scale	VERB
easat-4133	20	21	exponents	exponent	NOUN
easat-4133	20	22	,	,	PUNCT
easat-4133	20	23	offering	offer	VERB
easat-4133	20	24	deeper	deep	ADJ
easat-4133	20	25	insights	insight	NOUN
easat-4133	20	26	into	into	ADP
easat-4133	20	27	market	market	NOUN
easat-4133	20	28	behaviors	behavior	NOUN
easat-4133	20	29	such	such	ADJ
easat-4133	20	30	as	as	ADP
easat-4133	20	31	efficiency	efficiency	NOUN
easat-4133	20	32	variations	variation	NOUN
easat-4133	20	33	and	and	CCONJ
easat-4133	20	34	patterns	pattern	NOUN
easat-4133	20	35	of	of	ADP
easat-4133	20	36	volatility	volatility	NOUN
easat-4133	20	37	clustering	cluster	VERB
easat-4133	20	38	.	.	PUNCT
easat-4133	21	1	when	when	SCONJ
easat-4133	21	2	utilized	utilize	VERB
easat-4133	21	3	in	in	ADP
easat-4133	21	4	cross	cross	ADJ
easat-4133	21	5	-	-	ADJ
easat-4133	21	6	correlation	correlation	ADJ
easat-4133	21	7	studies	study	NOUN
easat-4133	21	8	,	,	PUNCT
easat-4133	21	9	this	this	DET
easat-4133	21	10	method	method	NOUN
easat-4133	21	11	unveils	unveil	VERB
easat-4133	21	12	the	the	DET
easat-4133	21	13	https://orcid.org/0009-0003-9357-9188	https://orcid.org/0009-0003-9357-9188	PROPN
easat-4133	21	14	https://orcid.org/0000-0003-2999-6473	https://orcid.org/0000-0003-2999-6473	PROPN
easat-4133	21	15	342	342	NUM
easat-4133	21	16	edelweiss	edelweiss	PROPN
easat-4133	21	17	applied	apply	VERB
easat-4133	21	18	science	science	NOUN
easat-4133	21	19	and	and	CCONJ
easat-4133	21	20	technology	technology	NOUN
easat-4133	21	21	issn	issn	PROPN
easat-4133	21	22	:	:	PUNCT
easat-4133	21	23	2576	2576	NUM
easat-4133	21	24	-	-	SYM
easat-4133	21	25	8484	8484	NUM
easat-4133	21	26	vol	vol	NOUN
easat-4133	21	27	.	.	PROPN
easat-4133	22	1	9	9	NUM
easat-4133	22	2	,	,	PUNCT
easat-4133	22	3	no	no	INTJ
easat-4133	22	4	.	.	NOUN
easat-4133	22	5	1	1	NUM
easat-4133	22	6	:	:	PUNCT
easat-4133	22	7	341	341	NUM
easat-4133	22	8	-	-	SYM
easat-4133	22	9	360	360	NUM
easat-4133	22	10	,	,	PUNCT
easat-4133	22	11	2025	2025	NUM
easat-4133	22	12	doi	doi	NOUN
easat-4133	22	13	:	:	PUNCT
easat-4133	22	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	22	15	©	©	PROPN
easat-4133	22	16	2025	2025	NUM
easat-4133	22	17	by	by	ADP
easat-4133	22	18	the	the	DET
easat-4133	22	19	authors	author	NOUN
easat-4133	22	20	;	;	PUNCT
easat-4133	22	21	licensee	licensee	PROPN
easat-4133	22	22	learning	learning	NOUN
easat-4133	22	23	gate	gate	NOUN
easat-4133	22	24	hidden	hide	VERB
easat-4133	22	25	complexities	complexity	NOUN
easat-4133	22	26	of	of	ADP
easat-4133	22	27	relationships	relationship	NOUN
easat-4133	22	28	between	between	ADP
easat-4133	22	29	financial	financial	ADJ
easat-4133	22	30	indices	index	NOUN
easat-4133	22	31	,	,	PUNCT
easat-4133	22	32	which	which	PRON
easat-4133	22	33	may	may	AUX
easat-4133	22	34	not	not	PART
easat-4133	22	35	be	be	AUX
easat-4133	22	36	apparent	apparent	ADJ
easat-4133	22	37	through	through	ADP
easat-4133	22	38	more	more	ADJ
easat-4133	22	39	conventional	conventional	ADJ
easat-4133	22	40	analytical	analytical	ADJ
easat-4133	22	41	techniques	technique	NOUN
easat-4133	22	42	.	.	PUNCT
easat-4133	23	1	in	in	ADP
easat-4133	23	2	an	an	DET
easat-4133	23	3	increasingly	increasingly	ADV
easat-4133	23	4	globalized	globalize	VERB
easat-4133	23	5	financial	financial	ADJ
easat-4133	23	6	environment	environment	NOUN
easat-4133	23	7	,	,	PUNCT
easat-4133	23	8	markets	market	NOUN
easat-4133	23	9	are	be	AUX
easat-4133	23	10	highly	highly	ADV
easat-4133	23	11	interdependent	interdependent	ADJ
easat-4133	23	12	,	,	PUNCT
easat-4133	23	13	and	and	CCONJ
easat-4133	23	14	disturbances	disturbance	NOUN
easat-4133	23	15	in	in	ADP
easat-4133	23	16	one	one	NUM
easat-4133	23	17	can	can	AUX
easat-4133	23	18	propagate	propagate	VERB
easat-4133	23	19	to	to	ADP
easat-4133	23	20	others	other	NOUN
easat-4133	23	21	,	,	PUNCT
easat-4133	23	22	creating	create	VERB
easat-4133	23	23	unpredictable	unpredictable	ADJ
easat-4133	23	24	consequences	consequence	NOUN
easat-4133	23	25	.	.	PUNCT
easat-4133	24	1	analyzing	analyze	VERB
easat-4133	24	2	the	the	DET
easat-4133	24	3	multifractal	multifractal	ADJ
easat-4133	24	4	nature	nature	NOUN
easat-4133	24	5	of	of	ADP
easat-4133	24	6	these	these	DET
easat-4133	24	7	cross	cross	NOUN
easat-4133	24	8	-	-	NOUN
easat-4133	24	9	correlations	correlation	NOUN
easat-4133	24	10	allows	allow	VERB
easat-4133	24	11	researchers	researcher	NOUN
easat-4133	24	12	and	and	CCONJ
easat-4133	24	13	investors	investor	NOUN
easat-4133	24	14	to	to	PART
easat-4133	24	15	better	well	ADV
easat-4133	24	16	comprehend	comprehend	VERB
easat-4133	24	17	these	these	DET
easat-4133	24	18	intricate	intricate	ADJ
easat-4133	24	19	connections	connection	NOUN
easat-4133	24	20	,	,	PUNCT
easat-4133	24	21	leading	lead	VERB
easat-4133	24	22	to	to	ADP
easat-4133	24	23	more	more	ADV
easat-4133	24	24	strategic	strategic	ADJ
easat-4133	24	25	decisions	decision	NOUN
easat-4133	24	26	in	in	ADP
easat-4133	24	27	both	both	PRON
easat-4133	24	28	risk	risk	NOUN
easat-4133	24	29	management	management	NOUN
easat-4133	24	30	and	and	CCONJ
easat-4133	24	31	investment	investment	NOUN
easat-4133	24	32	planning	planning	NOUN
easat-4133	24	33	.	.	PUNCT
easat-4133	25	1	furthermore	furthermore	ADV
easat-4133	25	2	,	,	PUNCT
easat-4133	25	3	multifractal	multifractal	ADJ
easat-4133	25	4	cross	cross	ADJ
easat-4133	25	5	-	-	ADJ
easat-4133	25	6	correlation	correlation	ADJ
easat-4133	25	7	analysis	analysis	NOUN
easat-4133	25	8	enhances	enhance	VERB
easat-4133	25	9	portfolio	portfolio	NOUN
easat-4133	25	10	diversification	diversification	NOUN
easat-4133	25	11	by	by	ADP
easat-4133	25	12	revealing	reveal	VERB
easat-4133	25	13	fluctuations	fluctuation	NOUN
easat-4133	25	14	in	in	ADP
easat-4133	25	15	asset	asset	NOUN
easat-4133	25	16	correlations	correlation	NOUN
easat-4133	25	17	that	that	SCONJ
easat-4133	25	18	traditional	traditional	ADJ
easat-4133	25	19	methods	method	NOUN
easat-4133	25	20	often	often	ADV
easat-4133	25	21	miss	miss	VERB
easat-4133	25	22	,	,	PUNCT
easat-4133	25	23	allowing	allow	VERB
easat-4133	25	24	for	for	ADP
easat-4133	25	25	more	more	ADV
easat-4133	25	26	resilient	resilient	ADJ
easat-4133	25	27	portfolios	portfolio	NOUN
easat-4133	25	28	.	.	PUNCT
easat-4133	26	1	it	it	PRON
easat-4133	26	2	also	also	ADV
easat-4133	26	3	improves	improve	VERB
easat-4133	26	4	risk	risk	NOUN
easat-4133	26	5	management	management	NOUN
easat-4133	26	6	by	by	ADP
easat-4133	26	7	uncovering	uncover	VERB
easat-4133	26	8	non	non	ADJ
easat-4133	26	9	-	-	ADJ
easat-4133	26	10	linear	linear	ADJ
easat-4133	26	11	dependencies	dependency	NOUN
easat-4133	26	12	between	between	ADP
easat-4133	26	13	assets	asset	NOUN
easat-4133	26	14	,	,	PUNCT
easat-4133	26	15	offering	offer	VERB
easat-4133	26	16	deeper	deep	ADJ
easat-4133	26	17	insights	insight	NOUN
easat-4133	26	18	into	into	ADP
easat-4133	26	19	joint	joint	ADJ
easat-4133	26	20	risks	risk	NOUN
easat-4133	26	21	during	during	ADP
easat-4133	26	22	volatile	volatile	ADJ
easat-4133	26	23	market	market	NOUN
easat-4133	26	24	conditions	condition	NOUN
easat-4133	26	25	.	.	PUNCT
easat-4133	27	1	additionally	additionally	ADV
easat-4133	27	2	,	,	PUNCT
easat-4133	27	3	this	this	DET
easat-4133	27	4	approach	approach	NOUN
easat-4133	27	5	helps	helps	AUX
easat-4133	27	6	identify	identify	VERB
easat-4133	27	7	market	market	NOUN
easat-4133	27	8	inefficiencies	inefficiency	NOUN
easat-4133	27	9	and	and	CCONJ
easat-4133	27	10	potential	potential	ADJ
easat-4133	27	11	arbitrage	arbitrage	NOUN
easat-4133	27	12	opportunities	opportunity	NOUN
easat-4133	27	13	,	,	PUNCT
easat-4133	27	14	making	make	VERB
easat-4133	27	15	it	it	PRON
easat-4133	27	16	valuable	valuable	ADJ
easat-4133	27	17	for	for	SCONJ
easat-4133	27	18	investors	investor	NOUN
easat-4133	27	19	and	and	CCONJ
easat-4133	27	20	regulators	regulator	NOUN
easat-4133	27	21	aiming	aim	VERB
easat-4133	27	22	to	to	PART
easat-4133	27	23	manage	manage	VERB
easat-4133	27	24	systemic	systemic	ADJ
easat-4133	27	25	risks	risk	NOUN
easat-4133	27	26	.	.	PUNCT
easat-4133	28	1	several	several	ADJ
easat-4133	28	2	studies	study	NOUN
easat-4133	28	3	employed	employ	VERB
easat-4133	28	4	multifractal	multifractal	ADJ
easat-4133	28	5	detrended	detrende	VERB
easat-4133	28	6	cross	cross	ADJ
easat-4133	28	7	-	-	ADJ
easat-4133	28	8	correlation	correlation	ADJ
easat-4133	28	9	analysis	analysis	NOUN
easat-4133	28	10	mf	mf	VERB
easat-4133	28	11	-	-	PUNCT
easat-4133	28	12	dcca	dcca	NOUN
easat-4133	28	13	to	to	PART
easat-4133	28	14	investigate	investigate	VERB
easat-4133	28	15	the	the	DET
easat-4133	28	16	multifractal	multifractal	ADJ
easat-4133	28	17	properties	property	NOUN
easat-4133	28	18	of	of	ADP
easat-4133	28	19	cross	cross	NOUN
easat-4133	28	20	-	-	NOUN
easat-4133	28	21	correlations	correlation	NOUN
easat-4133	28	22	between	between	ADP
easat-4133	28	23	assets	asset	NOUN
easat-4133	28	24	across	across	ADP
easat-4133	28	25	various	various	ADJ
easat-4133	28	26	financial	financial	ADJ
easat-4133	28	27	markets	market	NOUN
easat-4133	28	28	.	.	PUNCT
easat-4133	29	1	this	this	DET
easat-4133	29	2	study	study	NOUN
easat-4133	29	3	aims	aim	VERB
easat-4133	29	4	to	to	PART
easat-4133	29	5	fill	fill	VERB
easat-4133	29	6	a	a	DET
easat-4133	29	7	crucial	crucial	ADJ
easat-4133	29	8	gap	gap	NOUN
easat-4133	29	9	in	in	ADP
easat-4133	29	10	the	the	DET
easat-4133	29	11	literature	literature	NOUN
easat-4133	29	12	by	by	ADP
easat-4133	29	13	applying	apply	VERB
easat-4133	29	14	mf	mf	NOUN
easat-4133	29	15	-	-	PUNCT
easat-4133	29	16	dcca	dcca	NOUN
easat-4133	29	17	to	to	ADP
easat-4133	29	18	islamic	islamic	VERB
easat-4133	29	19	stock	stock	NOUN
easat-4133	29	20	markets	market	NOUN
easat-4133	29	21	in	in	ADP
easat-4133	29	22	the	the	DET
easat-4133	29	23	pacific	pacific	PROPN
easat-4133	29	24	asia	asia	PROPN
easat-4133	29	25	region	region	PROPN
easat-4133	29	26	.	.	PUNCT
easat-4133	30	1	by	by	ADP
easat-4133	30	2	focusing	focus	VERB
easat-4133	30	3	on	on	ADP
easat-4133	30	4	these	these	DET
easat-4133	30	5	markets	market	NOUN
easat-4133	30	6	,	,	PUNCT
easat-4133	30	7	the	the	DET
easat-4133	30	8	research	research	NOUN
easat-4133	30	9	provides	provide	VERB
easat-4133	30	10	a	a	DET
easat-4133	30	11	more	more	ADV
easat-4133	30	12	comprehensive	comprehensive	ADJ
easat-4133	30	13	understanding	understanding	NOUN
easat-4133	30	14	of	of	ADP
easat-4133	30	15	their	their	PRON
easat-4133	30	16	dynamic	dynamic	ADJ
easat-4133	30	17	interactions	interaction	NOUN
easat-4133	30	18	and	and	CCONJ
easat-4133	30	19	contributes	contribute	VERB
easat-4133	30	20	to	to	ADP
easat-4133	30	21	the	the	DET
easat-4133	30	22	broader	broad	ADJ
easat-4133	30	23	field	field	NOUN
easat-4133	30	24	of	of	ADP
easat-4133	30	25	multifractal	multifractal	ADJ
easat-4133	30	26	analysis	analysis	NOUN
easat-4133	30	27	.	.	PUNCT
easat-4133	31	1	islamic	islamic	ADJ
easat-4133	31	2	stock	stock	NOUN
easat-4133	31	3	markets	market	NOUN
easat-4133	31	4	,	,	PUNCT
easat-4133	31	5	shaped	shape	VERB
easat-4133	31	6	by	by	ADP
easat-4133	31	7	shariah	shariah	PROPN
easat-4133	31	8	principles	principle	NOUN
easat-4133	31	9	,	,	PUNCT
easat-4133	31	10	exhibit	exhibit	VERB
easat-4133	31	11	unique	unique	ADJ
easat-4133	31	12	risk	risk	NOUN
easat-4133	31	13	profiles	profile	NOUN
easat-4133	31	14	and	and	CCONJ
easat-4133	31	15	behaviors	behavior	NOUN
easat-4133	31	16	that	that	SCONJ
easat-4133	31	17	traditional	traditional	ADJ
easat-4133	31	18	methods	method	NOUN
easat-4133	31	19	may	may	AUX
easat-4133	31	20	miss	miss	VERB
easat-4133	31	21	.	.	PUNCT
easat-4133	32	1	mf	mf	NOUN
easat-4133	32	2	-	-	PUNCT
easat-4133	32	3	dcca	dcca	PROPN
easat-4133	32	4	can	can	AUX
easat-4133	32	5	reveal	reveal	VERB
easat-4133	32	6	intricate	intricate	ADJ
easat-4133	32	7	interactions	interaction	NOUN
easat-4133	32	8	and	and	CCONJ
easat-4133	32	9	inefficiencies	inefficiency	NOUN
easat-4133	32	10	,	,	PUNCT
easat-4133	32	11	offering	offer	VERB
easat-4133	32	12	deeper	deep	ADJ
easat-4133	32	13	insights	insight	NOUN
easat-4133	32	14	into	into	ADP
easat-4133	32	15	market	market	NOUN
easat-4133	32	16	dynamics	dynamic	NOUN
easat-4133	32	17	,	,	PUNCT
easat-4133	32	18	efficiency	efficiency	NOUN
easat-4133	32	19	,	,	PUNCT
easat-4133	32	20	and	and	CCONJ
easat-4133	32	21	stability	stability	NOUN
easat-4133	32	22	.	.	PUNCT
easat-4133	33	1	the	the	DET
easat-4133	33	2	mf	mf	NOUN
easat-4133	33	3	-	-	PUNCT
easat-4133	33	4	dcca	dcca	ADJ
easat-4133	33	5	method	method	NOUN
easat-4133	33	6	is	be	AUX
easat-4133	33	7	an	an	DET
easat-4133	33	8	advanced	advanced	ADJ
easat-4133	33	9	technique	technique	NOUN
easat-4133	33	10	that	that	PRON
easat-4133	33	11	extends	extend	VERB
easat-4133	33	12	traditional	traditional	ADJ
easat-4133	33	13	financial	financial	ADJ
easat-4133	33	14	time	time	NOUN
easat-4133	33	15	series	series	PROPN
easat-4133	33	16	analysis	analysis	NOUN
easat-4133	33	17	by	by	ADP
easat-4133	33	18	incorporating	incorporate	VERB
easat-4133	33	19	multifractality	multifractality	NOUN
easat-4133	33	20	a	a	DET
easat-4133	33	21	feature	feature	NOUN
easat-4133	33	22	that	that	PRON
easat-4133	33	23	reflects	reflect	VERB
easat-4133	33	24	diverse	diverse	ADJ
easat-4133	33	25	scaling	scaling	NOUN
easat-4133	33	26	behaviors	behavior	NOUN
easat-4133	33	27	across	across	ADP
easat-4133	33	28	different	different	ADJ
easat-4133	33	29	time	time	NOUN
easat-4133	33	30	scales	scale	NOUN
easat-4133	33	31	.	.	PUNCT
easat-4133	34	1	this	this	DET
easat-4133	34	2	approach	approach	NOUN
easat-4133	34	3	enables	enable	VERB
easat-4133	34	4	a	a	DET
easat-4133	34	5	nuanced	nuanced	ADJ
easat-4133	34	6	investigation	investigation	NOUN
easat-4133	34	7	of	of	ADP
easat-4133	34	8	cross	cross	ADJ
easat-4133	34	9	-	-	ADJ
easat-4133	34	10	correlation	correlation	ADJ
easat-4133	34	11	patterns	pattern	NOUN
easat-4133	34	12	between	between	ADP
easat-4133	34	13	time	time	NOUN
easat-4133	34	14	series	series	NOUN
easat-4133	34	15	,	,	PUNCT
easat-4133	34	16	capturing	capture	VERB
easat-4133	34	17	both	both	DET
easat-4133	34	18	transient	transient	ADJ
easat-4133	34	19	fluctuations	fluctuation	NOUN
easat-4133	34	20	and	and	CCONJ
easat-4133	34	21	enduring	endure	VERB
easat-4133	34	22	dependencies	dependency	NOUN
easat-4133	34	23	.	.	PUNCT
easat-4133	35	1	multifractality	multifractality	NOUN
easat-4133	35	2	,	,	PUNCT
easat-4133	35	3	characterized	characterize	VERB
easat-4133	35	4	by	by	ADP
easat-4133	35	5	the	the	DET
easat-4133	35	6	presence	presence	NOUN
easat-4133	35	7	of	of	ADP
easat-4133	35	8	multiple	multiple	ADJ
easat-4133	35	9	scaling	scale	VERB
easat-4133	35	10	exponents	exponent	NOUN
easat-4133	35	11	within	within	ADP
easat-4133	35	12	a	a	DET
easat-4133	35	13	time	time	NOUN
easat-4133	35	14	series	series	NOUN
easat-4133	35	15	,	,	PUNCT
easat-4133	35	16	reveals	reveal	VERB
easat-4133	35	17	the	the	DET
easat-4133	35	18	intricate	intricate	ADJ
easat-4133	35	19	structure	structure	NOUN
easat-4133	35	20	of	of	ADP
easat-4133	35	21	its	its	PRON
easat-4133	35	22	fluctuations	fluctuation	NOUN
easat-4133	35	23	.	.	PUNCT
easat-4133	36	1	the	the	DET
easat-4133	36	2	foundational	foundational	ADJ
easat-4133	36	3	concept	concept	NOUN
easat-4133	36	4	of	of	ADP
easat-4133	36	5	detrended	detrende	VERB
easat-4133	36	6	fluctuation	fluctuation	NOUN
easat-4133	36	7	analysis	analysis	NOUN
easat-4133	36	8	(	(	PUNCT
easat-4133	36	9	dfa	dfa	NOUN
easat-4133	36	10	)	)	PUNCT
easat-4133	36	11	,	,	PUNCT
easat-4133	36	12	introduced	introduce	VERB
easat-4133	36	13	by	by	ADP
easat-4133	36	14	peng	peng	PROPN
easat-4133	36	15	,	,	PUNCT
easat-4133	36	16	et	et	PROPN
easat-4133	36	17	al	al	PROPN
easat-4133	36	18	.	.	PUNCT
easat-4133	37	1	[	[	X
easat-4133	37	2	1	1	NUM
easat-4133	37	3	]	]	PUNCT
easat-4133	37	4	was	be	AUX
easat-4133	37	5	designed	design	VERB
easat-4133	37	6	to	to	PART
easat-4133	37	7	detect	detect	VERB
easat-4133	37	8	long	long	ADJ
easat-4133	37	9	-	-	PUNCT
easat-4133	37	10	range	range	NOUN
easat-4133	37	11	correlations	correlation	NOUN
easat-4133	37	12	in	in	ADP
easat-4133	37	13	nonstationary	nonstationary	ADJ
easat-4133	37	14	time	time	NOUN
easat-4133	37	15	series	series	NOUN
easat-4133	37	16	.	.	PUNCT
easat-4133	38	1	kantelhardt	kantelhardt	PROPN
easat-4133	38	2	,	,	PUNCT
easat-4133	38	3	et	et	PROPN
easat-4133	38	4	al	al	PROPN
easat-4133	38	5	.	.	PUNCT
easat-4133	39	1	[	[	X
easat-4133	39	2	2	2	X
easat-4133	39	3	]	]	PUNCT
easat-4133	39	4	subsequently	subsequently	ADV
easat-4133	39	5	extended	extend	VERB
easat-4133	39	6	this	this	DET
easat-4133	39	7	framework	framework	NOUN
easat-4133	39	8	with	with	ADP
easat-4133	39	9	multifractal	multifractal	ADJ
easat-4133	39	10	detrended	detrende	VERB
easat-4133	39	11	fluctuation	fluctuation	NOUN
easat-4133	39	12	analysis	analysis	NOUN
easat-4133	39	13	(	(	PUNCT
easat-4133	39	14	mf	mf	NOUN
easat-4133	39	15	-	-	PUNCT
easat-4133	39	16	dfa	dfa	NOUN
easat-4133	39	17	)	)	PUNCT
easat-4133	39	18	,	,	PUNCT
easat-4133	39	19	which	which	PRON
easat-4133	39	20	allows	allow	VERB
easat-4133	39	21	for	for	ADP
easat-4133	39	22	the	the	DET
easat-4133	39	23	examination	examination	NOUN
easat-4133	39	24	of	of	ADP
easat-4133	39	25	multifractal	multifractal	ADJ
easat-4133	39	26	properties	property	NOUN
easat-4133	39	27	over	over	ADP
easat-4133	39	28	a	a	DET
easat-4133	39	29	range	range	NOUN
easat-4133	39	30	of	of	ADP
easat-4133	39	31	scales	scale	NOUN
easat-4133	39	32	.	.	PUNCT
easat-4133	40	1	to	to	PART
easat-4133	40	2	explore	explore	VERB
easat-4133	40	3	cross	cross	NOUN
easat-4133	40	4	-	-	NOUN
easat-4133	40	5	correlations	correlation	NOUN
easat-4133	40	6	between	between	ADP
easat-4133	40	7	two	two	NUM
easat-4133	40	8	time	time	NOUN
easat-4133	40	9	series	series	NOUN
easat-4133	40	10	,	,	PUNCT
easat-4133	40	11	podobnik	podobnik	NOUN
easat-4133	40	12	and	and	CCONJ
easat-4133	40	13	stanley	stanley	NOUN
easat-4133	40	14	[	[	X
easat-4133	40	15	3	3	NUM
easat-4133	40	16	]	]	PUNCT
easat-4133	40	17	introduced	introduce	VERB
easat-4133	40	18	detrended	detrende	VERB
easat-4133	40	19	cross	cross	ADJ
easat-4133	40	20	-	-	ADJ
easat-4133	40	21	correlation	correlation	ADJ
easat-4133	40	22	analysis	analysis	NOUN
easat-4133	40	23	(	(	PUNCT
easat-4133	40	24	dcca	dcca	PROPN
easat-4133	40	25	)	)	PUNCT
easat-4133	40	26	,	,	PUNCT
easat-4133	40	27	an	an	DET
easat-4133	40	28	extension	extension	NOUN
easat-4133	40	29	of	of	ADP
easat-4133	40	30	dfa	dfa	PROPN
easat-4133	40	31	.	.	PUNCT
easat-4133	41	1	zhou	zhou	PROPN
easat-4133	42	1	[	[	X
easat-4133	42	2	4	4	NUM
easat-4133	42	3	]	]	PUNCT
easat-4133	42	4	further	far	ADV
easat-4133	42	5	developed	develop	VERB
easat-4133	42	6	this	this	DET
easat-4133	42	7	concept	concept	NOUN
easat-4133	42	8	into	into	ADP
easat-4133	42	9	multifractal	multifractal	ADJ
easat-4133	42	10	detrended	detrende	VERB
easat-4133	42	11	cross	cross	ADJ
easat-4133	42	12	-	-	ADJ
easat-4133	42	13	correlation	correlation	ADJ
easat-4133	42	14	analysis	analysis	NOUN
easat-4133	42	15	(	(	PUNCT
easat-4133	42	16	mf	mf	NOUN
easat-4133	42	17	-	-	PUNCT
easat-4133	42	18	dcca	dcca	NOUN
easat-4133	42	19	)	)	PUNCT
easat-4133	42	20	,	,	PUNCT
easat-4133	42	21	combining	combine	VERB
easat-4133	42	22	dcca	dcca	PROPN
easat-4133	42	23	and	and	CCONJ
easat-4133	42	24	mf	mf	NOUN
easat-4133	42	25	-	-	PUNCT
easat-4133	42	26	dfa	dfa	NOUN
easat-4133	42	27	.	.	PUNCT
easat-4133	43	1	this	this	DET
easat-4133	43	2	integrated	integrate	VERB
easat-4133	43	3	methodology	methodology	NOUN
easat-4133	43	4	provides	provide	VERB
easat-4133	43	5	a	a	DET
easat-4133	43	6	comprehensive	comprehensive	ADJ
easat-4133	43	7	analysis	analysis	NOUN
easat-4133	43	8	of	of	ADP
easat-4133	43	9	the	the	DET
easat-4133	43	10	multifractal	multifractal	ADJ
easat-4133	43	11	characteristics	characteristic	NOUN
easat-4133	43	12	of	of	ADP
easat-4133	43	13	cross	cross	NOUN
easat-4133	43	14	-	-	NOUN
easat-4133	43	15	correlations	correlation	NOUN
easat-4133	43	16	,	,	PUNCT
easat-4133	43	17	enhancing	enhance	VERB
easat-4133	43	18	the	the	DET
easat-4133	43	19	understanding	understanding	NOUN
easat-4133	43	20	of	of	ADP
easat-4133	43	21	the	the	DET
easat-4133	43	22	complex	complex	ADJ
easat-4133	43	23	interactions	interaction	NOUN
easat-4133	43	24	between	between	ADP
easat-4133	43	25	financial	financial	ADJ
easat-4133	43	26	time	time	NOUN
easat-4133	43	27	series	series	NOUN
easat-4133	43	28	.	.	PUNCT
easat-4133	44	1	the	the	DET
easat-4133	44	2	article	article	NOUN
easat-4133	44	3	is	be	AUX
easat-4133	44	4	structured	structure	VERB
easat-4133	44	5	as	as	SCONJ
easat-4133	44	6	follows	follow	VERB
easat-4133	44	7	:	:	PUNCT
easat-4133	44	8	section	section	NOUN
easat-4133	44	9	2	2	NUM
easat-4133	44	10	reviews	review	VERB
easat-4133	44	11	existing	exist	VERB
easat-4133	44	12	literature	literature	NOUN
easat-4133	44	13	on	on	ADP
easat-4133	44	14	cross	cross	ADJ
easat-4133	44	15	-	-	ADJ
easat-4133	44	16	correlation	correlation	ADJ
easat-4133	44	17	multifractality	multifractality	NOUN
easat-4133	44	18	specifically	specifically	ADV
easat-4133	44	19	within	within	ADP
easat-4133	44	20	financial	financial	ADJ
easat-4133	44	21	markets	market	NOUN
easat-4133	44	22	.	.	PUNCT
easat-4133	45	1	section	section	NOUN
easat-4133	45	2	3	3	NUM
easat-4133	45	3	outlines	outline	VERB
easat-4133	45	4	the	the	DET
easat-4133	45	5	data	datum	NOUN
easat-4133	45	6	and	and	CCONJ
easat-4133	45	7	methodology	methodology	NOUN
easat-4133	45	8	used	use	VERB
easat-4133	45	9	in	in	ADP
easat-4133	45	10	the	the	DET
easat-4133	45	11	study	study	NOUN
easat-4133	45	12	.	.	PUNCT
easat-4133	46	1	section	section	NOUN
easat-4133	46	2	4	4	NUM
easat-4133	46	3	presents	present	VERB
easat-4133	46	4	and	and	CCONJ
easat-4133	46	5	discusses	discuss	VERB
easat-4133	46	6	the	the	DET
easat-4133	46	7	empirical	empirical	ADJ
easat-4133	46	8	results	result	NOUN
easat-4133	46	9	.	.	PUNCT
easat-4133	47	1	finally	finally	ADV
easat-4133	47	2	,	,	PUNCT
easat-4133	47	3	section	section	NOUN
easat-4133	47	4	5	5	NUM
easat-4133	47	5	offers	offer	VERB
easat-4133	47	6	conclusion	conclusion	NOUN
easat-4133	47	7	,	,	PUNCT
easat-4133	47	8	implications	implication	NOUN
easat-4133	47	9	,	,	PUNCT
easat-4133	47	10	and	and	CCONJ
easat-4133	47	11	recommendations	recommendation	NOUN
easat-4133	47	12	based	base	VERB
easat-4133	47	13	on	on	ADP
easat-4133	47	14	the	the	DET
easat-4133	47	15	findings	finding	NOUN
easat-4133	47	16	.	.	PUNCT
easat-4133	48	1	2	2	X
easat-4133	48	2	.	.	X
easat-4133	48	3	literature	literature	NOUN
easat-4133	48	4	review	review	VERB
easat-4133	48	5	the	the	DET
easat-4133	48	6	application	application	NOUN
easat-4133	48	7	of	of	ADP
easat-4133	48	8	multifractal	multifractal	ADJ
easat-4133	48	9	analysis	analysis	NOUN
easat-4133	48	10	in	in	ADP
easat-4133	48	11	understanding	understand	VERB
easat-4133	48	12	cross	cross	NOUN
easat-4133	48	13	-	-	NOUN
easat-4133	48	14	correlations	correlation	NOUN
easat-4133	48	15	between	between	ADP
easat-4133	48	16	financial	financial	ADJ
easat-4133	48	17	markets	market	NOUN
easat-4133	48	18	has	have	AUX
easat-4133	48	19	been	be	AUX
easat-4133	48	20	increasingly	increasingly	ADV
easat-4133	48	21	recognized	recognize	VERB
easat-4133	48	22	for	for	ADP
easat-4133	48	23	its	its	PRON
easat-4133	48	24	ability	ability	NOUN
easat-4133	48	25	to	to	PART
easat-4133	48	26	capture	capture	VERB
easat-4133	48	27	complex	complex	ADJ
easat-4133	48	28	,	,	PUNCT
easat-4133	48	29	long	long	ADJ
easat-4133	48	30	-	-	PUNCT
easat-4133	48	31	term	term	NOUN
easat-4133	48	32	dependencies	dependency	NOUN
easat-4133	48	33	that	that	SCONJ
easat-4133	48	34	traditional	traditional	ADJ
easat-4133	48	35	methods	method	NOUN
easat-4133	48	36	often	often	ADV
easat-4133	48	37	overlook	overlook	VERB
easat-4133	48	38	.	.	PUNCT
easat-4133	49	1	a	a	DET
easat-4133	49	2	significant	significant	ADJ
easat-4133	49	3	body	body	NOUN
easat-4133	49	4	of	of	ADP
easat-4133	49	5	research	research	NOUN
easat-4133	49	6	has	have	AUX
easat-4133	49	7	employed	employ	VERB
easat-4133	49	8	multifractal	multifractal	ADJ
easat-4133	49	9	detrended	detrende	VERB
easat-4133	49	10	cross	cross	ADJ
easat-4133	49	11	-	-	ADJ
easat-4133	49	12	correlation	correlation	ADJ
easat-4133	49	13	analysis	analysis	NOUN
easat-4133	49	14	(	(	PUNCT
easat-4133	49	15	mf	mf	NOUN
easat-4133	49	16	-	-	PUNCT
easat-4133	49	17	dcca	dcca	NOUN
easat-4133	49	18	)	)	PUNCT
easat-4133	49	19	to	to	PART
easat-4133	49	20	explore	explore	VERB
easat-4133	49	21	the	the	DET
easat-4133	49	22	dynamic	dynamic	ADJ
easat-4133	49	23	relationships	relationship	NOUN
easat-4133	49	24	between	between	ADP
easat-4133	49	25	various	various	ADJ
easat-4133	49	26	financial	financial	ADJ
easat-4133	49	27	markets	market	NOUN
easat-4133	49	28	.	.	PUNCT
easat-4133	50	1	studies	study	NOUN
easat-4133	50	2	have	have	AUX
easat-4133	50	3	shown	show	VERB
easat-4133	50	4	that	that	SCONJ
easat-4133	50	5	multifractal	multifractal	ADJ
easat-4133	50	6	cross	cros	NOUN
easat-4133	50	7	-	-	NOUN
easat-4133	50	8	correlations	correlation	NOUN
easat-4133	50	9	are	be	AUX
easat-4133	50	10	prevalent	prevalent	ADJ
easat-4133	50	11	across	across	ADP
easat-4133	50	12	both	both	CCONJ
easat-4133	50	13	developed	developed	ADJ
easat-4133	50	14	and	and	CCONJ
easat-4133	50	15	emerging	emerge	VERB
easat-4133	50	16	markets	market	NOUN
easat-4133	50	17	.	.	PUNCT
easat-4133	51	1	for	for	ADP
easat-4133	51	2	instance	instance	NOUN
easat-4133	51	3	,	,	PUNCT
easat-4133	51	4	the	the	DET
easat-4133	51	5	examination	examination	NOUN
easat-4133	51	6	of	of	ADP
easat-4133	51	7	stock	stock	NOUN
easat-4133	51	8	markets	market	NOUN
easat-4133	51	9	in	in	ADP
easat-4133	51	10	the	the	DET
easat-4133	51	11	mena	mena	PROPN
easat-4133	51	12	region	region	PROPN
easat-4133	51	13	(	(	PUNCT
easat-4133	51	14	morocco	morocco	PROPN
easat-4133	51	15	,	,	PUNCT
easat-4133	51	16	343	343	NUM
easat-4133	51	17	edelweiss	edelweiss	PROPN
easat-4133	51	18	applied	apply	VERB
easat-4133	51	19	science	science	NOUN
easat-4133	51	20	and	and	CCONJ
easat-4133	51	21	technology	technology	NOUN
easat-4133	51	22	issn	issn	PROPN
easat-4133	51	23	:	:	PUNCT
easat-4133	51	24	2576	2576	NUM
easat-4133	51	25	-	-	SYM
easat-4133	51	26	8484	8484	NUM
easat-4133	51	27	vol	vol	NOUN
easat-4133	51	28	.	.	PROPN
easat-4133	52	1	9	9	NUM
easat-4133	52	2	,	,	PUNCT
easat-4133	52	3	no	no	INTJ
easat-4133	52	4	.	.	NOUN
easat-4133	52	5	1	1	NUM
easat-4133	52	6	:	:	PUNCT
easat-4133	52	7	341	341	NUM
easat-4133	52	8	-	-	SYM
easat-4133	52	9	360	360	NUM
easat-4133	52	10	,	,	PUNCT
easat-4133	52	11	2025	2025	NUM
easat-4133	52	12	doi	doi	NOUN
easat-4133	52	13	:	:	PUNCT
easat-4133	52	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	52	15	©	©	PROPN
easat-4133	52	16	2025	2025	NUM
easat-4133	52	17	by	by	ADP
easat-4133	52	18	the	the	DET
easat-4133	52	19	authors	author	NOUN
easat-4133	52	20	;	;	PUNCT
easat-4133	52	21	licensee	licensee	PROPN
easat-4133	52	22	learning	learning	PROPN
easat-4133	52	23	gate	gate	PROPN
easat-4133	52	24	tunisia	tunisia	PROPN
easat-4133	52	25	,	,	PUNCT
easat-4133	52	26	egypt	egypt	PROPN
easat-4133	52	27	,	,	PUNCT
easat-4133	52	28	and	and	CCONJ
easat-4133	52	29	jordan	jordan	PROPN
easat-4133	52	30	)	)	PUNCT
easat-4133	52	31	revealed	reveal	VERB
easat-4133	52	32	significant	significant	ADJ
easat-4133	52	33	multifractal	multifractal	ADJ
easat-4133	52	34	cross	cross	NOUN
easat-4133	52	35	-	-	NOUN
easat-4133	52	36	correlations	correlation	NOUN
easat-4133	52	37	,	,	PUNCT
easat-4133	52	38	highlighting	highlight	VERB
easat-4133	52	39	the	the	DET
easat-4133	52	40	interdependence	interdependence	NOUN
easat-4133	52	41	between	between	ADP
easat-4133	52	42	these	these	DET
easat-4133	52	43	markets	market	NOUN
easat-4133	52	44	[	[	X
easat-4133	52	45	5	5	NUM
easat-4133	52	46	]	]	PUNCT
easat-4133	52	47	.	.	PUNCT
easat-4133	53	1	similarly	similarly	ADV
easat-4133	53	2	,	,	PUNCT
easat-4133	53	3	research	research	NOUN
easat-4133	53	4	on	on	ADP
easat-4133	53	5	the	the	DET
easat-4133	53	6	chinese	chinese	ADJ
easat-4133	53	7	renminbi	renminbi	NOUN
easat-4133	53	8	(	(	PUNCT
easat-4133	53	9	rmb	rmb	NOUN
easat-4133	53	10	)	)	PUNCT
easat-4133	53	11	markets	market	NOUN
easat-4133	53	12	,	,	PUNCT
easat-4133	53	13	comparing	compare	VERB
easat-4133	53	14	onshore	onshore	NOUN
easat-4133	53	15	and	and	CCONJ
easat-4133	53	16	offshore	offshore	ADJ
easat-4133	53	17	markets	market	NOUN
easat-4133	53	18	,	,	PUNCT
easat-4133	53	19	found	find	VERB
easat-4133	53	20	strong	strong	ADJ
easat-4133	53	21	short	short	ADJ
easat-4133	53	22	-	-	PUNCT
easat-4133	53	23	term	term	NOUN
easat-4133	53	24	correlations	correlation	NOUN
easat-4133	53	25	with	with	ADP
easat-4133	53	26	the	the	DET
easat-4133	53	27	british	british	ADJ
easat-4133	53	28	pound	pound	NOUN
easat-4133	53	29	and	and	CCONJ
easat-4133	53	30	long	long	ADJ
easat-4133	53	31	-	-	PUNCT
easat-4133	53	32	term	term	NOUN
easat-4133	53	33	cross	cross	NOUN
easat-4133	53	34	-	-	NOUN
easat-4133	53	35	correlations	correlation	NOUN
easat-4133	53	36	with	with	ADP
easat-4133	53	37	the	the	DET
easat-4133	53	38	malaysian	malaysian	ADJ
easat-4133	53	39	ringgit	ringgit	NOUN
easat-4133	53	40	,	,	PUNCT
easat-4133	53	41	further	far	ADV
easat-4133	53	42	emphasizing	emphasize	VERB
easat-4133	53	43	the	the	DET
easat-4133	53	44	global	global	ADJ
easat-4133	53	45	reach	reach	NOUN
easat-4133	53	46	and	and	CCONJ
easat-4133	53	47	persistence	persistence	NOUN
easat-4133	53	48	of	of	ADP
easat-4133	53	49	these	these	DET
easat-4133	53	50	relationships	relationship	NOUN
easat-4133	53	51	[	[	X
easat-4133	53	52	6	6	NUM
easat-4133	53	53	]	]	PUNCT
easat-4133	53	54	.	.	PUNCT
easat-4133	54	1	the	the	DET
easat-4133	54	2	multifractal	multifractal	ADJ
easat-4133	54	3	behavior	behavior	NOUN
easat-4133	54	4	of	of	ADP
easat-4133	54	5	cross	cross	NOUN
easat-4133	54	6	-	-	NOUN
easat-4133	54	7	correlations	correlation	NOUN
easat-4133	54	8	has	have	AUX
easat-4133	54	9	also	also	ADV
easat-4133	54	10	been	be	AUX
easat-4133	54	11	observed	observe	VERB
easat-4133	54	12	in	in	ADP
easat-4133	54	13	the	the	DET
easat-4133	54	14	context	context	NOUN
easat-4133	54	15	of	of	ADP
easat-4133	54	16	major	major	ADJ
easat-4133	54	17	financial	financial	ADJ
easat-4133	54	18	hubs	hub	NOUN
easat-4133	54	19	,	,	PUNCT
easat-4133	54	20	such	such	ADJ
easat-4133	54	21	as	as	ADP
easat-4133	54	22	hong	hong	PROPN
easat-4133	54	23	kong	kong	PROPN
easat-4133	54	24	and	and	CCONJ
easat-4133	54	25	shanghai	shanghai	PROPN
easat-4133	54	26	.	.	PUNCT
easat-4133	55	1	for	for	ADP
easat-4133	55	2	example	example	NOUN
easat-4133	55	3	,	,	PUNCT
easat-4133	55	4	the	the	DET
easat-4133	55	5	relationship	relationship	NOUN
easat-4133	55	6	between	between	ADP
easat-4133	55	7	the	the	DET
easat-4133	55	8	hang	hang	PROPN
easat-4133	55	9	seng	seng	PROPN
easat-4133	55	10	china	china	PROPN
easat-4133	55	11	enterprises	enterprise	NOUN
easat-4133	55	12	index	index	PROPN
easat-4133	55	13	and	and	CCONJ
easat-4133	55	14	rmb	rmb	PROPN
easat-4133	55	15	exchange	exchange	NOUN
easat-4133	55	16	markets	market	NOUN
easat-4133	55	17	revealed	reveal	VERB
easat-4133	55	18	that	that	SCONJ
easat-4133	55	19	onshore	onshore	ADJ
easat-4133	55	20	rmb	rmb	NOUN
easat-4133	55	21	markets	market	NOUN
easat-4133	55	22	exhibit	exhibit	VERB
easat-4133	55	23	stronger	strong	ADJ
easat-4133	55	24	multifractality	multifractality	NOUN
easat-4133	55	25	than	than	ADP
easat-4133	55	26	offshore	offshore	ADJ
easat-4133	55	27	markets	market	NOUN
easat-4133	55	28	,	,	PUNCT
easat-4133	55	29	suggesting	suggest	VERB
easat-4133	55	30	that	that	SCONJ
easat-4133	55	31	domestic	domestic	ADJ
easat-4133	55	32	factors	factor	NOUN
easat-4133	55	33	may	may	AUX
easat-4133	55	34	play	play	VERB
easat-4133	55	35	a	a	DET
easat-4133	55	36	larger	large	ADJ
easat-4133	55	37	role	role	NOUN
easat-4133	55	38	in	in	ADP
easat-4133	55	39	market	market	NOUN
easat-4133	55	40	dynamics	dynamic	NOUN
easat-4133	55	41	[	[	X
easat-4133	55	42	7	7	NUM
easat-4133	55	43	]	]	PUNCT
easat-4133	55	44	.	.	PUNCT
easat-4133	56	1	other	other	ADJ
easat-4133	56	2	studies	study	NOUN
easat-4133	56	3	on	on	ADP
easat-4133	56	4	the	the	DET
easat-4133	56	5	shanghai	shanghai	PROPN
easat-4133	56	6	-	-	PUNCT
easat-4133	56	7	hong	hong	PROPN
easat-4133	56	8	kong	kong	PROPN
easat-4133	56	9	stock	stock	PROPN
easat-4133	56	10	connect	connect	PROPN
easat-4133	56	11	also	also	ADV
easat-4133	56	12	highlighted	highlight	VERB
easat-4133	56	13	that	that	SCONJ
easat-4133	56	14	cross	cross	NOUN
easat-4133	56	15	-	-	NOUN
easat-4133	56	16	correlations	correlation	NOUN
easat-4133	56	17	between	between	ADP
easat-4133	56	18	these	these	DET
easat-4133	56	19	two	two	NUM
easat-4133	56	20	markets	market	NOUN
easat-4133	56	21	became	become	VERB
easat-4133	56	22	more	more	ADV
easat-4133	56	23	persistent	persistent	ADJ
easat-4133	56	24	and	and	CCONJ
easat-4133	56	25	stronger	strong	ADJ
easat-4133	56	26	postliberalization	postliberalization	NOUN
easat-4133	56	27	,	,	PUNCT
easat-4133	56	28	underscoring	underscore	VERB
easat-4133	56	29	the	the	DET
easat-4133	56	30	impact	impact	NOUN
easat-4133	56	31	of	of	ADP
easat-4133	56	32	financial	financial	ADJ
easat-4133	56	33	reforms	reform	NOUN
easat-4133	56	34	on	on	ADP
easat-4133	56	35	market	market	NOUN
easat-4133	56	36	integration	integration	NOUN
easat-4133	56	37	[	[	X
easat-4133	56	38	8	8	NUM
easat-4133	56	39	]	]	PUNCT
easat-4133	56	40	.	.	PUNCT
easat-4133	57	1	further	further	ADJ
easat-4133	57	2	evidence	evidence	NOUN
easat-4133	57	3	of	of	ADP
easat-4133	57	4	multifractality	multifractality	NOUN
easat-4133	57	5	in	in	ADP
easat-4133	57	6	financial	financial	ADJ
easat-4133	57	7	market	market	NOUN
easat-4133	57	8	relationships	relationship	NOUN
easat-4133	57	9	is	be	AUX
easat-4133	57	10	found	find	VERB
easat-4133	57	11	in	in	ADP
easat-4133	57	12	the	the	DET
easat-4133	57	13	volatility	volatility	NOUN
easat-4133	57	14	interactions	interaction	NOUN
easat-4133	57	15	between	between	ADP
easat-4133	57	16	mainland	mainland	NOUN
easat-4133	57	17	china	china	PROPN
easat-4133	57	18	,	,	PUNCT
easat-4133	57	19	the	the	DET
easat-4133	57	20	us	us	PROPN
easat-4133	57	21	,	,	PUNCT
easat-4133	57	22	and	and	CCONJ
easat-4133	57	23	hong	hong	PROPN
easat-4133	57	24	kong	kong	PROPN
easat-4133	57	25	stock	stock	NOUN
easat-4133	57	26	markets	market	NOUN
easat-4133	57	27	.	.	PUNCT
easat-4133	58	1	these	these	DET
easat-4133	58	2	studies	study	NOUN
easat-4133	58	3	indicated	indicate	VERB
easat-4133	58	4	that	that	SCONJ
easat-4133	58	5	significant	significant	ADJ
easat-4133	58	6	market	market	NOUN
easat-4133	58	7	events	event	NOUN
easat-4133	58	8	,	,	PUNCT
easat-4133	58	9	such	such	ADJ
easat-4133	58	10	as	as	ADP
easat-4133	58	11	fluctuations	fluctuation	NOUN
easat-4133	58	12	in	in	ADP
easat-4133	58	13	the	the	DET
easat-4133	58	14	hang	hang	PROPN
easat-4133	58	15	seng	seng	PROPN
easat-4133	58	16	index	index	PROPN
easat-4133	58	17	,	,	PUNCT
easat-4133	58	18	can	can	AUX
easat-4133	58	19	have	have	VERB
easat-4133	58	20	substantial	substantial	ADJ
easat-4133	58	21	ripple	ripple	ADJ
easat-4133	58	22	effects	effect	NOUN
easat-4133	58	23	across	across	ADP
easat-4133	58	24	the	the	DET
easat-4133	58	25	region	region	NOUN
easat-4133	58	26	,	,	PUNCT
easat-4133	58	27	with	with	ADP
easat-4133	58	28	the	the	DET
easat-4133	58	29	strongest	strong	ADJ
easat-4133	58	30	cross	cross	ADJ
easat-4133	58	31	-	-	ADJ
easat-4133	58	32	market	market	ADJ
easat-4133	58	33	conductivity	conductivity	NOUN
easat-4133	58	34	observed	observe	VERB
easat-4133	58	35	between	between	ADP
easat-4133	58	36	hong	hong	PROPN
easat-4133	58	37	kong	kong	PROPN
easat-4133	58	38	and	and	CCONJ
easat-4133	58	39	mainland	mainland	PROPN
easat-4133	58	40	china	china	PROPN
easat-4133	58	41	stock	stock	NOUN
easat-4133	58	42	markets	market	NOUN
easat-4133	58	43	[	[	X
easat-4133	58	44	9	9	NUM
easat-4133	58	45	]	]	PUNCT
easat-4133	58	46	.	.	PUNCT
easat-4133	59	1	the	the	DET
easat-4133	59	2	identification	identification	NOUN
easat-4133	59	3	of	of	ADP
easat-4133	59	4	long	long	ADJ
easat-4133	59	5	-	-	PUNCT
easat-4133	59	6	range	range	NOUN
easat-4133	59	7	correlations	correlation	NOUN
easat-4133	59	8	,	,	PUNCT
easat-4133	59	9	particularly	particularly	ADV
easat-4133	59	10	in	in	ADP
easat-4133	59	11	times	time	NOUN
easat-4133	59	12	of	of	ADP
easat-4133	59	13	large	large	ADJ
easat-4133	59	14	fluctuations	fluctuation	NOUN
easat-4133	59	15	,	,	PUNCT
easat-4133	59	16	underscores	underscore	VERB
easat-4133	59	17	the	the	DET
easat-4133	59	18	importance	importance	NOUN
easat-4133	59	19	of	of	ADP
easat-4133	59	20	understanding	understand	VERB
easat-4133	59	21	multifractality	multifractality	NOUN
easat-4133	59	22	when	when	SCONJ
easat-4133	59	23	evaluating	evaluate	VERB
easat-4133	59	24	market	market	NOUN
easat-4133	59	25	stability	stability	NOUN
easat-4133	59	26	.	.	PUNCT
easat-4133	60	1	moreover	moreover	ADV
easat-4133	60	2	,	,	PUNCT
easat-4133	60	3	research	research	NOUN
easat-4133	60	4	on	on	ADP
easat-4133	60	5	market	market	NOUN
easat-4133	60	6	behavior	behavior	NOUN
easat-4133	60	7	during	during	ADP
easat-4133	60	8	economic	economic	ADJ
easat-4133	60	9	crises	crisis	NOUN
easat-4133	60	10	has	have	AUX
easat-4133	60	11	demonstrated	demonstrate	VERB
easat-4133	60	12	how	how	SCONJ
easat-4133	60	13	crosscorrelations	crosscorrelation	NOUN
easat-4133	60	14	intensify	intensify	VERB
easat-4133	60	15	in	in	ADP
easat-4133	60	16	response	response	NOUN
easat-4133	60	17	to	to	ADP
easat-4133	60	18	financial	financial	ADJ
easat-4133	60	19	shocks	shock	NOUN
easat-4133	60	20	.	.	PUNCT
easat-4133	61	1	for	for	ADP
easat-4133	61	2	example	example	NOUN
easat-4133	61	3	,	,	PUNCT
easat-4133	61	4	a	a	DET
easat-4133	61	5	study	study	NOUN
easat-4133	61	6	on	on	ADP
easat-4133	61	7	the	the	DET
easat-4133	61	8	shanghai	shanghai	PROPN
easat-4133	61	9	stock	stock	PROPN
easat-4133	61	10	exchange	exchange	PROPN
easat-4133	61	11	composite	composite	NOUN
easat-4133	61	12	and	and	CCONJ
easat-4133	61	13	the	the	DET
easat-4133	61	14	s&p	s&p	PROPN
easat-4133	61	15	500	500	NUM
easat-4133	61	16	indices	index	NOUN
easat-4133	61	17	found	find	VERB
easat-4133	61	18	that	that	SCONJ
easat-4133	61	19	the	the	DET
easat-4133	61	20	relationship	relationship	NOUN
easat-4133	61	21	between	between	ADP
easat-4133	61	22	these	these	DET
easat-4133	61	23	markets	market	NOUN
easat-4133	61	24	became	become	VERB
easat-4133	61	25	significantly	significantly	ADV
easat-4133	61	26	stronger	strong	ADJ
easat-4133	61	27	during	during	ADP
easat-4133	61	28	the	the	DET
easat-4133	61	29	financial	financial	ADJ
easat-4133	61	30	crisis	crisis	NOUN
easat-4133	61	31	,	,	PUNCT
easat-4133	61	32	with	with	ADP
easat-4133	61	33	heightened	heighten	VERB
easat-4133	61	34	multifractality	multifractality	NOUN
easat-4133	61	35	and	and	CCONJ
easat-4133	61	36	volatility	volatility	NOUN
easat-4133	61	37	reflecting	reflect	VERB
easat-4133	61	38	increased	increase	VERB
easat-4133	61	39	market	market	NOUN
easat-4133	61	40	risk	risk	NOUN
easat-4133	61	41	[	[	X
easat-4133	61	42	10	10	NUM
easat-4133	61	43	]	]	PUNCT
easat-4133	61	44	.	.	PUNCT
easat-4133	62	1	this	this	DET
easat-4133	62	2	highlights	highlight	NOUN
easat-4133	62	3	how	how	SCONJ
easat-4133	62	4	extreme	extreme	ADJ
easat-4133	62	5	market	market	NOUN
easat-4133	62	6	events	event	NOUN
easat-4133	62	7	,	,	PUNCT
easat-4133	62	8	such	such	ADJ
easat-4133	62	9	as	as	ADP
easat-4133	62	10	economic	economic	ADJ
easat-4133	62	11	crises	crisis	NOUN
easat-4133	62	12	,	,	PUNCT
easat-4133	62	13	can	can	AUX
easat-4133	62	14	lead	lead	VERB
easat-4133	62	15	to	to	ADP
easat-4133	62	16	more	more	ADV
easat-4133	62	17	pronounced	pronounced	ADJ
easat-4133	62	18	and	and	CCONJ
easat-4133	62	19	persistent	persistent	ADJ
easat-4133	62	20	cross	cross	NOUN
easat-4133	62	21	-	-	NOUN
easat-4133	62	22	correlations	correlation	NOUN
easat-4133	62	23	,	,	PUNCT
easat-4133	62	24	further	far	ADV
easat-4133	62	25	challenging	challenge	VERB
easat-4133	62	26	traditional	traditional	ADJ
easat-4133	62	27	market	market	NOUN
easat-4133	62	28	assumptions	assumption	NOUN
easat-4133	62	29	.	.	PUNCT
easat-4133	63	1	the	the	DET
easat-4133	63	2	multifractal	multifractal	ADJ
easat-4133	63	3	approach	approach	NOUN
easat-4133	63	4	has	have	AUX
easat-4133	63	5	also	also	ADV
easat-4133	63	6	provided	provide	VERB
easat-4133	63	7	critical	critical	ADJ
easat-4133	63	8	insights	insight	NOUN
easat-4133	63	9	into	into	ADP
easat-4133	63	10	the	the	DET
easat-4133	63	11	dynamic	dynamic	ADJ
easat-4133	63	12	relationships	relationship	NOUN
easat-4133	63	13	between	between	ADP
easat-4133	63	14	exchange	exchange	NOUN
easat-4133	63	15	rates	rate	NOUN
easat-4133	63	16	and	and	CCONJ
easat-4133	63	17	stock	stock	NOUN
easat-4133	63	18	market	market	NOUN
easat-4133	63	19	liquidity	liquidity	NOUN
easat-4133	63	20	.	.	PUNCT
easat-4133	64	1	for	for	ADP
easat-4133	64	2	instance	instance	NOUN
easat-4133	64	3	,	,	PUNCT
easat-4133	64	4	in	in	ADP
easat-4133	64	5	the	the	DET
easat-4133	64	6	case	case	NOUN
easat-4133	64	7	of	of	ADP
easat-4133	64	8	the	the	DET
easat-4133	64	9	rmb	rmb	PROPN
easat-4133	64	10	exchange	exchange	NOUN
easat-4133	64	11	index	index	NOUN
easat-4133	64	12	and	and	CCONJ
easat-4133	64	13	stock	stock	NOUN
easat-4133	64	14	market	market	NOUN
easat-4133	64	15	liquidity	liquidity	NOUN
easat-4133	64	16	in	in	ADP
easat-4133	64	17	shanghai	shanghai	PROPN
easat-4133	64	18	and	and	CCONJ
easat-4133	64	19	shenzhen	shenzhen	PROPN
easat-4133	64	20	,	,	PUNCT
easat-4133	64	21	the	the	DET
easat-4133	64	22	study	study	NOUN
easat-4133	64	23	found	find	VERB
easat-4133	64	24	that	that	SCONJ
easat-4133	64	25	cross	cross	NOUN
easat-4133	64	26	-	-	NOUN
easat-4133	64	27	correlations	correlation	NOUN
easat-4133	64	28	exhibited	exhibit	VERB
easat-4133	64	29	strong	strong	ADJ
easat-4133	64	30	positive	positive	ADJ
easat-4133	64	31	persistence	persistence	NOUN
easat-4133	64	32	,	,	PUNCT
easat-4133	64	33	especially	especially	ADV
easat-4133	64	34	during	during	ADP
easat-4133	64	35	periods	period	NOUN
easat-4133	64	36	of	of	ADP
easat-4133	64	37	tightening	tighten	VERB
easat-4133	64	38	monetary	monetary	ADJ
easat-4133	64	39	policy	policy	NOUN
easat-4133	65	1	[	[	X
easat-4133	65	2	11	11	NUM
easat-4133	65	3	]	]	PUNCT
easat-4133	65	4	.	.	PUNCT
easat-4133	66	1	this	this	DET
easat-4133	66	2	multifractality	multifractality	NOUN
easat-4133	66	3	challenges	challenge	VERB
easat-4133	66	4	the	the	DET
easat-4133	66	5	traditional	traditional	ADJ
easat-4133	66	6	efficient	efficient	ADJ
easat-4133	66	7	market	market	NOUN
easat-4133	66	8	hypothesis	hypothesis	NOUN
easat-4133	66	9	,	,	PUNCT
easat-4133	66	10	demonstrating	demonstrate	VERB
easat-4133	66	11	the	the	DET
easat-4133	66	12	complex	complex	ADJ
easat-4133	66	13	,	,	PUNCT
easat-4133	66	14	nonlinear	nonlinear	ADJ
easat-4133	66	15	nature	nature	NOUN
easat-4133	66	16	of	of	ADP
easat-4133	66	17	market	market	NOUN
easat-4133	66	18	interactions	interaction	NOUN
easat-4133	66	19	and	and	CCONJ
easat-4133	66	20	the	the	DET
easat-4133	66	21	need	need	NOUN
easat-4133	66	22	for	for	ADP
easat-4133	66	23	more	more	ADV
easat-4133	66	24	sophisticated	sophisticated	ADJ
easat-4133	66	25	models	model	NOUN
easat-4133	66	26	to	to	PART
easat-4133	66	27	capture	capture	VERB
easat-4133	66	28	these	these	DET
easat-4133	66	29	dynamics	dynamic	NOUN
easat-4133	66	30	.	.	PUNCT
easat-4133	67	1	recent	recent	ADJ
easat-4133	67	2	studies	study	NOUN
easat-4133	67	3	on	on	ADP
easat-4133	67	4	the	the	DET
easat-4133	67	5	rmb	rmb	PROPN
easat-4133	67	6	exchange	exchange	NOUN
easat-4133	67	7	rate	rate	NOUN
easat-4133	67	8	reform	reform	NOUN
easat-4133	67	9	and	and	CCONJ
easat-4133	67	10	its	its	PRON
easat-4133	67	11	impact	impact	NOUN
easat-4133	67	12	on	on	ADP
easat-4133	67	13	cross	cros	NOUN
easat-4133	67	14	-	-	NOUN
easat-4133	67	15	correlations	correlation	NOUN
easat-4133	67	16	between	between	ADP
easat-4133	67	17	different	different	ADJ
easat-4133	67	18	rmb	rmb	NOUN
easat-4133	67	19	markets	market	NOUN
easat-4133	67	20	further	far	ADV
easat-4133	67	21	illustrate	illustrate	VERB
easat-4133	67	22	the	the	DET
easat-4133	67	23	evolving	evolve	VERB
easat-4133	67	24	nature	nature	NOUN
easat-4133	67	25	of	of	ADP
easat-4133	67	26	market	market	NOUN
easat-4133	67	27	interdependence	interdependence	NOUN
easat-4133	67	28	.	.	PUNCT
easat-4133	68	1	the	the	DET
easat-4133	68	2	reform	reform	NOUN
easat-4133	68	3	led	lead	VERB
easat-4133	68	4	to	to	ADP
easat-4133	68	5	a	a	DET
easat-4133	68	6	decrease	decrease	NOUN
easat-4133	68	7	in	in	ADP
easat-4133	68	8	the	the	DET
easat-4133	68	9	persistence	persistence	NOUN
easat-4133	68	10	and	and	CCONJ
easat-4133	68	11	degree	degree	NOUN
easat-4133	68	12	of	of	ADP
easat-4133	68	13	multifractality	multifractality	NOUN
easat-4133	68	14	,	,	PUNCT
easat-4133	68	15	highlighting	highlight	VERB
easat-4133	68	16	the	the	DET
easat-4133	68	17	role	role	NOUN
easat-4133	68	18	of	of	ADP
easat-4133	68	19	policy	policy	NOUN
easat-4133	68	20	changes	change	NOUN
easat-4133	68	21	in	in	ADP
easat-4133	68	22	reshaping	reshape	VERB
easat-4133	68	23	market	market	NOUN
easat-4133	68	24	relationships	relationship	NOUN
easat-4133	68	25	[	[	X
easat-4133	68	26	12	12	NUM
easat-4133	68	27	]	]	PUNCT
easat-4133	68	28	.	.	PUNCT
easat-4133	69	1	similarly	similarly	ADV
easat-4133	69	2	,	,	PUNCT
easat-4133	69	3	the	the	DET
easat-4133	69	4	analysis	analysis	NOUN
easat-4133	69	5	of	of	ADP
easat-4133	69	6	soybean	soybean	NOUN
easat-4133	69	7	futures	future	NOUN
easat-4133	69	8	and	and	CCONJ
easat-4133	69	9	spot	spot	NOUN
easat-4133	69	10	prices	price	NOUN
easat-4133	69	11	in	in	ADP
easat-4133	69	12	china	china	PROPN
easat-4133	69	13	revealed	reveal	VERB
easat-4133	69	14	a	a	DET
easat-4133	69	15	strong	strong	ADJ
easat-4133	69	16	,	,	PUNCT
easat-4133	69	17	persistent	persistent	ADJ
easat-4133	69	18	multifractal	multifractal	ADJ
easat-4133	69	19	cross	cross	NOUN
easat-4133	69	20	-	-	NOUN
easat-4133	69	21	correlation	correlation	NOUN
easat-4133	69	22	,	,	PUNCT
easat-4133	69	23	illustrating	illustrate	VERB
easat-4133	69	24	how	how	SCONJ
easat-4133	69	25	commodity	commodity	NOUN
easat-4133	69	26	markets	market	NOUN
easat-4133	69	27	also	also	ADV
easat-4133	69	28	exhibit	exhibit	VERB
easat-4133	69	29	long	long	ADJ
easat-4133	69	30	-	-	PUNCT
easat-4133	69	31	range	range	NOUN
easat-4133	69	32	dependencies	dependency	NOUN
easat-4133	69	33	,	,	PUNCT
easat-4133	69	34	further	far	ADV
easat-4133	69	35	extending	extend	VERB
easat-4133	69	36	the	the	DET
easat-4133	69	37	application	application	NOUN
easat-4133	69	38	of	of	ADP
easat-4133	69	39	multifractal	multifractal	ADJ
easat-4133	69	40	analysis	analysis	NOUN
easat-4133	69	41	to	to	ADP
easat-4133	69	42	broader	broad	ADJ
easat-4133	69	43	asset	asset	NOUN
easat-4133	69	44	classes	class	NOUN
easat-4133	69	45	[	[	X
easat-4133	69	46	13	13	NUM
easat-4133	69	47	]	]	PUNCT
easat-4133	69	48	.	.	PUNCT
easat-4133	70	1	the	the	DET
easat-4133	70	2	increasing	increase	VERB
easat-4133	70	3	relevance	relevance	NOUN
easat-4133	70	4	of	of	ADP
easat-4133	70	5	multifractal	multifractal	ADJ
easat-4133	70	6	analysis	analysis	NOUN
easat-4133	70	7	extends	extend	VERB
easat-4133	70	8	to	to	ADP
easat-4133	70	9	more	more	ADV
easat-4133	70	10	recent	recent	ADJ
easat-4133	70	11	financial	financial	ADJ
easat-4133	70	12	instruments	instrument	NOUN
easat-4133	70	13	,	,	PUNCT
easat-4133	70	14	such	such	ADJ
easat-4133	70	15	as	as	ADP
easat-4133	70	16	green	green	ADJ
easat-4133	70	17	bonds	bond	NOUN
easat-4133	70	18	.	.	PUNCT
easat-4133	71	1	studies	study	NOUN
easat-4133	71	2	have	have	AUX
easat-4133	71	3	shown	show	VERB
easat-4133	71	4	that	that	SCONJ
easat-4133	71	5	green	green	ADJ
easat-4133	71	6	bonds	bond	NOUN
easat-4133	71	7	,	,	PUNCT
easat-4133	71	8	like	like	ADP
easat-4133	71	9	traditional	traditional	ADJ
easat-4133	71	10	financial	financial	ADJ
easat-4133	71	11	assets	asset	NOUN
easat-4133	71	12	,	,	PUNCT
easat-4133	71	13	exhibit	exhibit	VERB
easat-4133	71	14	significant	significant	ADJ
easat-4133	71	15	multifractal	multifractal	ADJ
easat-4133	71	16	characteristics	characteristic	NOUN
easat-4133	71	17	,	,	PUNCT
easat-4133	71	18	indicating	indicate	VERB
easat-4133	71	19	that	that	SCONJ
easat-4133	71	20	multifractal	multifractal	ADJ
easat-4133	71	21	analysis	analysis	NOUN
easat-4133	71	22	can	can	AUX
easat-4133	71	23	be	be	AUX
easat-4133	71	24	a	a	DET
easat-4133	71	25	valuable	valuable	ADJ
easat-4133	71	26	tool	tool	NOUN
easat-4133	71	27	for	for	ADP
easat-4133	71	28	understanding	understand	VERB
easat-4133	71	29	the	the	DET
easat-4133	71	30	interactions	interaction	NOUN
easat-4133	71	31	within	within	ADP
easat-4133	71	32	emerging	emerge	VERB
easat-4133	71	33	financial	financial	ADJ
easat-4133	71	34	markets	market	NOUN
easat-4133	71	35	[	[	X
easat-4133	71	36	14	14	NUM
easat-4133	71	37	]	]	PUNCT
easat-4133	71	38	.	.	PUNCT
easat-4133	72	1	in	in	ADP
easat-4133	72	2	summary	summary	NOUN
easat-4133	72	3	,	,	PUNCT
easat-4133	72	4	the	the	DET
easat-4133	72	5	literature	literature	NOUN
easat-4133	72	6	highlights	highlight	VERB
easat-4133	72	7	the	the	DET
easat-4133	72	8	widespread	widespread	ADJ
easat-4133	72	9	applicability	applicability	NOUN
easat-4133	72	10	of	of	ADP
easat-4133	72	11	multifractal	multifractal	ADJ
easat-4133	72	12	methods	method	NOUN
easat-4133	72	13	in	in	ADP
easat-4133	72	14	capturing	capture	VERB
easat-4133	72	15	the	the	DET
easat-4133	72	16	complex	complex	ADJ
easat-4133	72	17	,	,	PUNCT
easat-4133	72	18	long	long	ADJ
easat-4133	72	19	-	-	PUNCT
easat-4133	72	20	term	term	NOUN
easat-4133	72	21	dependencies	dependency	NOUN
easat-4133	72	22	between	between	ADP
easat-4133	72	23	financial	financial	ADJ
easat-4133	72	24	markets	market	NOUN
easat-4133	72	25	.	.	PUNCT
easat-4133	73	1	these	these	DET
easat-4133	73	2	studies	study	NOUN
easat-4133	73	3	provide	provide	VERB
easat-4133	73	4	a	a	DET
easat-4133	73	5	nuanced	nuanced	ADJ
easat-4133	73	6	understanding	understanding	NOUN
easat-4133	73	7	of	of	ADP
easat-4133	73	8	market	market	NOUN
easat-4133	73	9	interconnections	interconnection	NOUN
easat-4133	73	10	,	,	PUNCT
easat-4133	73	11	particularly	particularly	ADV
easat-4133	73	12	in	in	ADP
easat-4133	73	13	the	the	DET
easat-4133	73	14	context	context	NOUN
easat-4133	73	15	of	of	ADP
easat-4133	73	16	financial	financial	ADJ
easat-4133	73	17	liberalization	liberalization	NOUN
easat-4133	73	18	,	,	PUNCT
easat-4133	73	19	policy	policy	NOUN
easat-4133	73	20	changes	change	NOUN
easat-4133	73	21	,	,	PUNCT
easat-4133	73	22	and	and	CCONJ
easat-4133	73	23	market	market	NOUN
easat-4133	73	24	crises	crisis	NOUN
easat-4133	73	25	.	.	PUNCT
easat-4133	74	1	the	the	DET
easat-4133	74	2	findings	finding	NOUN
easat-4133	74	3	underscore	underscore	VERB
easat-4133	74	4	the	the	DET
easat-4133	74	5	need	need	NOUN
easat-4133	74	6	for	for	ADP
easat-4133	74	7	advanced	advanced	ADJ
easat-4133	74	8	analytical	analytical	ADJ
easat-4133	74	9	techniques	technique	NOUN
easat-4133	74	10	,	,	PUNCT
easat-4133	74	11	344	344	NUM
easat-4133	74	12	edelweiss	edelweiss	PROPN
easat-4133	74	13	applied	apply	VERB
easat-4133	74	14	science	science	NOUN
easat-4133	74	15	and	and	CCONJ
easat-4133	74	16	technology	technology	NOUN
easat-4133	74	17	issn	issn	PROPN
easat-4133	74	18	:	:	PUNCT
easat-4133	74	19	2576	2576	NUM
easat-4133	74	20	-	-	SYM
easat-4133	74	21	8484	8484	NUM
easat-4133	74	22	vol	vol	NOUN
easat-4133	74	23	.	.	PROPN
easat-4133	75	1	9	9	NUM
easat-4133	75	2	,	,	PUNCT
easat-4133	75	3	no	no	INTJ
easat-4133	75	4	.	.	NOUN
easat-4133	75	5	1	1	NUM
easat-4133	75	6	:	:	PUNCT
easat-4133	75	7	341	341	NUM
easat-4133	75	8	-	-	SYM
easat-4133	75	9	360	360	NUM
easat-4133	75	10	,	,	PUNCT
easat-4133	75	11	2025	2025	NUM
easat-4133	75	12	doi	doi	NOUN
easat-4133	75	13	:	:	PUNCT
easat-4133	75	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	75	15	©	©	PROPN
easat-4133	75	16	2025	2025	NUM
easat-4133	75	17	by	by	ADP
easat-4133	75	18	the	the	DET
easat-4133	75	19	authors	author	NOUN
easat-4133	75	20	;	;	PUNCT
easat-4133	75	21	licensee	licensee	PROPN
easat-4133	75	22	learning	learning	NOUN
easat-4133	75	23	gate	gate	NOUN
easat-4133	75	24	such	such	ADJ
easat-4133	75	25	as	as	ADP
easat-4133	75	26	mf	mf	NOUN
easat-4133	75	27	-	-	PUNCT
easat-4133	75	28	dcca	dcca	NOUN
easat-4133	75	29	,	,	PUNCT
easat-4133	75	30	to	to	PART
easat-4133	75	31	monitor	monitor	VERB
easat-4133	75	32	and	and	CCONJ
easat-4133	75	33	assess	assess	VERB
easat-4133	75	34	market	market	NOUN
easat-4133	75	35	stability	stability	NOUN
easat-4133	75	36	,	,	PUNCT
easat-4133	75	37	risk	risk	NOUN
easat-4133	75	38	,	,	PUNCT
easat-4133	75	39	and	and	CCONJ
easat-4133	75	40	investor	investor	NOUN
easat-4133	75	41	behavior	behavior	NOUN
easat-4133	75	42	in	in	ADP
easat-4133	75	43	an	an	DET
easat-4133	75	44	increasingly	increasingly	ADV
easat-4133	75	45	interconnected	interconnect	VERB
easat-4133	75	46	global	global	ADJ
easat-4133	75	47	financial	financial	ADJ
easat-4133	75	48	system	system	NOUN
easat-4133	75	49	.	.	PUNCT
easat-4133	76	1	3	3	X
easat-4133	76	2	.	.	X
easat-4133	76	3	methodology	methodology	NOUN
easat-4133	76	4	3.1	3.1	NUM
easat-4133	76	5	.	.	PUNCT
easat-4133	76	6	data	datum	NOUN
easat-4133	76	7	the	the	DET
easat-4133	76	8	dataset	dataset	NOUN
easat-4133	76	9	for	for	ADP
easat-4133	76	10	this	this	DET
easat-4133	76	11	study	study	NOUN
easat-4133	76	12	comprises	comprise	VERB
easat-4133	76	13	daily	daily	ADJ
easat-4133	76	14	closing	closing	NOUN
easat-4133	76	15	prices	price	NOUN
easat-4133	76	16	from	from	ADP
easat-4133	76	17	islamic	islamic	ADJ
easat-4133	76	18	indices	index	NOUN
easat-4133	76	19	across	across	ADP
easat-4133	76	20	six	six	NUM
easat-4133	76	21	stock	stock	NOUN
easat-4133	76	22	markets	market	NOUN
easat-4133	76	23	in	in	ADP
easat-4133	76	24	the	the	DET
easat-4133	76	25	asia	asia	PROPN
easat-4133	76	26	-	-	PUNCT
easat-4133	76	27	pacific	pacific	PROPN
easat-4133	76	28	region	region	NOUN
easat-4133	76	29	:	:	PUNCT
easat-4133	77	1	china	china	PROPN
easat-4133	77	2	,	,	PUNCT
easat-4133	77	3	india	india	PROPN
easat-4133	77	4	,	,	PUNCT
easat-4133	77	5	indonesia	indonesia	PROPN
easat-4133	77	6	,	,	PUNCT
easat-4133	77	7	pakistan	pakistan	PROPN
easat-4133	77	8	,	,	PUNCT
easat-4133	77	9	malaysia	malaysia	PROPN
easat-4133	77	10	,	,	PUNCT
easat-4133	77	11	and	and	CCONJ
easat-4133	77	12	thailand	thailand	PROPN
easat-4133	77	13	.	.	PUNCT
easat-4133	78	1	these	these	DET
easat-4133	78	2	indices	index	NOUN
easat-4133	78	3	are	be	AUX
easat-4133	78	4	designed	design	VERB
easat-4133	78	5	in	in	ADP
easat-4133	78	6	accordance	accordance	NOUN
easat-4133	78	7	with	with	ADP
easat-4133	78	8	islamic	islamic	ADJ
easat-4133	78	9	finance	finance	NOUN
easat-4133	78	10	principles	principle	NOUN
easat-4133	78	11	,	,	PUNCT
easat-4133	78	12	excluding	exclude	VERB
easat-4133	78	13	financial	financial	ADJ
easat-4133	78	14	activities	activity	NOUN
easat-4133	78	15	that	that	PRON
easat-4133	78	16	are	be	AUX
easat-4133	78	17	not	not	PART
easat-4133	78	18	sharia	sharia	NOUN
easat-4133	78	19	-	-	PUNCT
easat-4133	78	20	compliant	compliant	NOUN
easat-4133	78	21	.	.	PUNCT
easat-4133	79	1	the	the	DET
easat-4133	79	2	indices	index	NOUN
easat-4133	79	3	include	include	VERB
easat-4133	79	4	:	:	PUNCT
easat-4133	79	5	•	•	ADP
easat-4133	79	6	the	the	DET
easat-4133	79	7	ftse	ftse	PROPN
easat-4133	79	8	shariah	shariah	PROPN
easat-4133	79	9	china	china	PROPN
easat-4133	79	10	which	which	PRON
easat-4133	79	11	is	be	AUX
easat-4133	79	12	designed	design	VERB
easat-4133	79	13	to	to	PART
easat-4133	79	14	measure	measure	VERB
easat-4133	79	15	the	the	DET
easat-4133	79	16	performance	performance	NOUN
easat-4133	79	17	of	of	ADP
easat-4133	79	18	shariah	shariah	PROPN
easat-4133	79	19	-	-	PUNCT
easat-4133	79	20	compliant	compliant	ADJ
easat-4133	79	21	companies	company	NOUN
easat-4133	79	22	listed	list	VERB
easat-4133	79	23	in	in	ADP
easat-4133	79	24	china	china	PROPN
easat-4133	79	25	.	.	PUNCT
easat-4133	80	1	it	it	PRON
easat-4133	80	2	is	be	AUX
easat-4133	80	3	a	a	DET
easat-4133	80	4	part	part	NOUN
easat-4133	80	5	of	of	ADP
easat-4133	80	6	the	the	DET
easat-4133	80	7	ftse	ftse	PROPN
easat-4133	80	8	shariah	shariah	PROPN
easat-4133	80	9	global	global	PROPN
easat-4133	80	10	equity	equity	PROPN
easat-4133	80	11	index	index	NOUN
easat-4133	80	12	series	series	NOUN
easat-4133	80	13	.	.	PUNCT
easat-4133	81	1	•	•	NUM
easat-4133	81	2	the	the	DET
easat-4133	81	3	nifty	nifty	ADJ
easat-4133	81	4	500	500	NUM
easat-4133	81	5	shariah	shariah	PROPN
easat-4133	81	6	index	index	NOUN
easat-4133	81	7	is	be	AUX
easat-4133	81	8	an	an	DET
easat-4133	81	9	islamic	islamic	ADJ
easat-4133	81	10	equity	equity	NOUN
easat-4133	81	11	index	index	NOUN
easat-4133	81	12	derived	derive	VERB
easat-4133	81	13	from	from	ADP
easat-4133	81	14	the	the	DET
easat-4133	81	15	broader	broad	ADJ
easat-4133	81	16	nifty	nifty	ADJ
easat-4133	81	17	500	500	NUM
easat-4133	81	18	index	index	NOUN
easat-4133	81	19	,	,	PUNCT
easat-4133	81	20	which	which	PRON
easat-4133	81	21	tracks	track	VERB
easat-4133	81	22	the	the	DET
easat-4133	81	23	performance	performance	NOUN
easat-4133	81	24	of	of	ADP
easat-4133	81	25	the	the	DET
easat-4133	81	26	top	top	ADJ
easat-4133	81	27	500	500	NUM
easat-4133	81	28	companies	company	NOUN
easat-4133	81	29	listed	list	VERB
easat-4133	81	30	on	on	ADP
easat-4133	81	31	the	the	DET
easat-4133	81	32	national	national	PROPN
easat-4133	81	33	stock	stock	PROPN
easat-4133	81	34	exchange	exchange	PROPN
easat-4133	81	35	of	of	ADP
easat-4133	81	36	india	india	PROPN
easat-4133	81	37	(	(	PUNCT
easat-4133	81	38	nse	nse	NOUN
easat-4133	81	39	)	)	PUNCT
easat-4133	81	40	based	base	VERB
easat-4133	81	41	on	on	ADP
easat-4133	81	42	market	market	NOUN
easat-4133	81	43	capitalization	capitalization	NOUN
easat-4133	81	44	.	.	PUNCT
easat-4133	82	1	•	•	NUM
easat-4133	82	2	the	the	DET
easat-4133	82	3	jakarta	jakarta	PROPN
easat-4133	82	4	islamic	islamic	PROPN
easat-4133	82	5	index	index	PROPN
easat-4133	82	6	,	,	PUNCT
easat-4133	82	7	which	which	PRON
easat-4133	82	8	is	be	AUX
easat-4133	82	9	a	a	DET
easat-4133	82	10	stock	stock	NOUN
easat-4133	82	11	market	market	NOUN
easat-4133	82	12	index	index	NOUN
easat-4133	82	13	established	establish	VERB
easat-4133	82	14	on	on	ADP
easat-4133	82	15	the	the	DET
easat-4133	82	16	indonesia	indonesia	PROPN
easat-4133	82	17	stock	stock	PROPN
easat-4133	82	18	exchange	exchange	PROPN
easat-4133	82	19	(	(	PUNCT
easat-4133	82	20	idx	idx	PROPN
easat-4133	82	21	)	)	PUNCT
easat-4133	82	22	.	.	PUNCT
easat-4133	83	1	•	•	NUM
easat-4133	83	2	the	the	DET
easat-4133	83	3	karachi	karachi	PROPN
easat-4133	83	4	meezan	meezan	PROPN
easat-4133	83	5	30	30	NUM
easat-4133	83	6	is	be	AUX
easat-4133	83	7	a	a	DET
easat-4133	83	8	stock	stock	NOUN
easat-4133	83	9	market	market	NOUN
easat-4133	83	10	index	index	NOUN
easat-4133	83	11	that	that	PRON
easat-4133	83	12	tracks	track	VERB
easat-4133	83	13	the	the	DET
easat-4133	83	14	performance	performance	NOUN
easat-4133	83	15	of	of	ADP
easat-4133	83	16	the	the	DET
easat-4133	83	17	top	top	ADJ
easat-4133	83	18	30	30	NUM
easat-4133	83	19	shariahcompliant	shariahcompliant	ADJ
easat-4133	83	20	companies	company	NOUN
easat-4133	83	21	listed	list	VERB
easat-4133	83	22	on	on	ADP
easat-4133	83	23	the	the	DET
easat-4133	83	24	pakistan	pakistan	PROPN
easat-4133	83	25	stock	stock	PROPN
easat-4133	83	26	exchange	exchange	PROPN
easat-4133	83	27	(	(	PUNCT
easat-4133	83	28	psx	psx	PROPN
easat-4133	83	29	)	)	PUNCT
easat-4133	83	30	.	.	PUNCT
easat-4133	84	1	•	•	NUM
easat-4133	84	2	the	the	DET
easat-4133	84	3	ftse	ftse	PROPN
easat-4133	84	4	bursa	bursa	PROPN
easat-4133	84	5	malaysia	malaysia	PROPN
easat-4133	84	6	emas	emas	PROPN
easat-4133	84	7	shariah	shariah	PROPN
easat-4133	84	8	index	index	NOUN
easat-4133	84	9	is	be	AUX
easat-4133	84	10	a	a	DET
easat-4133	84	11	benchmark	benchmark	ADJ
easat-4133	84	12	index	index	NOUN
easat-4133	84	13	that	that	PRON
easat-4133	84	14	tracks	track	VERB
easat-4133	84	15	the	the	DET
easat-4133	84	16	performance	performance	NOUN
easat-4133	84	17	of	of	ADP
easat-4133	84	18	shariah	shariah	PROPN
easat-4133	84	19	-	-	PUNCT
easat-4133	84	20	compliant	compliant	ADJ
easat-4133	84	21	companies	company	NOUN
easat-4133	84	22	listed	list	VERB
easat-4133	84	23	on	on	ADP
easat-4133	84	24	bursa	bursa	PROPN
easat-4133	84	25	malaysia	malaysia	PROPN
easat-4133	84	26	,	,	PUNCT
easat-4133	84	27	the	the	DET
easat-4133	84	28	malaysian	malaysian	ADJ
easat-4133	84	29	stock	stock	NOUN
easat-4133	84	30	exchange	exchange	PROPN
easat-4133	84	31	.	.	PUNCT
easat-4133	85	1	it	it	PRON
easat-4133	85	2	is	be	AUX
easat-4133	85	3	part	part	NOUN
easat-4133	85	4	of	of	ADP
easat-4133	85	5	the	the	DET
easat-4133	85	6	broader	broad	ADJ
easat-4133	85	7	ftse	ftse	PROPN
easat-4133	85	8	bursa	bursa	PROPN
easat-4133	85	9	malaysia	malaysia	PROPN
easat-4133	85	10	emas	emas	PROPN
easat-4133	85	11	index	index	PROPN
easat-4133	85	12	,	,	PUNCT
easat-4133	85	13	which	which	PRON
easat-4133	85	14	includes	include	VERB
easat-4133	85	15	large	large	ADJ
easat-4133	85	16	and	and	CCONJ
easat-4133	85	17	mid	mid	ADJ
easat-4133	85	18	-	-	ADJ
easat-4133	85	19	cap	cap	ADJ
easat-4133	85	20	companies	company	NOUN
easat-4133	85	21	.	.	PUNCT
easat-4133	86	1	•	•	NUM
easat-4133	86	2	the	the	DET
easat-4133	86	3	ftse	ftse	NOUN
easat-4133	86	4	set	set	VERB
easat-4133	86	5	shariah	shariah	PROPN
easat-4133	86	6	is	be	AUX
easat-4133	86	7	designed	design	VERB
easat-4133	86	8	to	to	PART
easat-4133	86	9	track	track	VERB
easat-4133	86	10	the	the	DET
easat-4133	86	11	performance	performance	NOUN
easat-4133	86	12	of	of	ADP
easat-4133	86	13	shariah	shariah	PROPN
easat-4133	86	14	-	-	PUNCT
easat-4133	86	15	compliant	compliant	ADJ
easat-4133	86	16	companies	company	NOUN
easat-4133	86	17	listed	list	VERB
easat-4133	86	18	on	on	ADP
easat-4133	86	19	the	the	DET
easat-4133	86	20	stock	stock	NOUN
easat-4133	86	21	exchange	exchange	PROPN
easat-4133	86	22	of	of	ADP
easat-4133	86	23	thailand	thailand	PROPN
easat-4133	86	24	(	(	PUNCT
easat-4133	86	25	set	set	PROPN
easat-4133	86	26	)	)	PUNCT
easat-4133	86	27	.	.	PUNCT
easat-4133	87	1	•	•	NOUN
easat-4133	87	2	in	in	ADP
easat-4133	87	3	the	the	DET
easat-4133	87	4	following	following	NOUN
easat-4133	87	5	,	,	PUNCT
easat-4133	87	6	we	we	PRON
easat-4133	87	7	will	will	AUX
easat-4133	87	8	denote	denote	VERB
easat-4133	87	9	the	the	DET
easat-4133	87	10	six	six	NUM
easat-4133	87	11	islamic	islamic	ADJ
easat-4133	87	12	indices	index	NOUN
easat-4133	87	13	as	as	ADP
easat-4133	87	14	china	china	PROPN
easat-4133	87	15	,	,	PUNCT
easat-4133	87	16	india	india	PROPN
easat-4133	87	17	,	,	PUNCT
easat-4133	87	18	jakarta	jakarta	PROPN
easat-4133	87	19	,	,	PUNCT
easat-4133	87	20	karachi	karachi	PROPN
easat-4133	87	21	,	,	PUNCT
easat-4133	87	22	malaysia	malaysia	PROPN
easat-4133	87	23	and	and	CCONJ
easat-4133	87	24	thailand	thailand	PROPN
easat-4133	87	25	.	.	PUNCT
easat-4133	88	1	the	the	DET
easat-4133	88	2	data	data	NOUN
easat-4133	88	3	span	span	VERB
easat-4133	88	4	from	from	ADP
easat-4133	88	5	01/01/2011	01/01/2011	NUM
easat-4133	88	6	to	to	ADP
easat-4133	88	7	01/08/2024	01/08/2024	NUM
easat-4133	88	8	,	,	PUNCT
easat-4133	88	9	comprising	comprise	VERB
easat-4133	88	10	nearly	nearly	ADV
easat-4133	88	11	3315	3315	NUM
easat-4133	88	12	observations	observation	NOUN
easat-4133	88	13	.	.	PUNCT
easat-4133	89	1	all	all	DET
easat-4133	89	2	data	datum	NOUN
easat-4133	89	3	were	be	AUX
easat-4133	89	4	downloaded	download	VERB
easat-4133	89	5	from	from	ADP
easat-4133	89	6	the	the	DET
easat-4133	89	7	website	website	NOUN
easat-4133	89	8	www.investing.com	www.investing.com	PROPN
easat-4133	89	9	.	.	PUNCT
easat-4133	90	1	the	the	DET
easat-4133	90	2	index	index	NOUN
easat-4133	90	3	prices	price	NOUN
easat-4133	90	4	were	be	AUX
easat-4133	90	5	then	then	ADV
easat-4133	90	6	converted	convert	VERB
easat-4133	90	7	into	into	ADP
easat-4133	90	8	logarithmic	logarithmic	ADJ
easat-4133	90	9	returns	return	NOUN
easat-4133	90	10	𝑟𝑡	𝑟𝑡	PROPN
easat-4133	90	11	=	=	SYM
easat-4133	90	12	𝑙𝑛	𝑙𝑛	NOUN
easat-4133	90	13	(	(	PUNCT
easat-4133	90	14	𝑃𝑡	𝑃𝑡	PROPN
easat-4133	90	15	𝑃𝑡−1	𝑃𝑡−1	VERB
easat-4133	90	16	)	)	PUNCT
easat-4133	91	1	=	=	PUNCT
easat-4133	91	2	𝑙𝑛(𝑃𝑡	𝑙𝑛(𝑃𝑡	ADJ
easat-4133	91	3	)	)	PUNCT
easat-4133	91	4	−	−	PROPN
easat-4133	91	5	𝑙𝑛(𝑃𝑡−1	𝑙𝑛(𝑃𝑡−1	NOUN
easat-4133	91	6	)	)	PUNCT
easat-4133	91	7	,	,	PUNCT
easat-4133	91	8	where	where	SCONJ
easat-4133	91	9	𝑃𝑡	𝑃𝑡	PROPN
easat-4133	91	10	denotes	denote	VERB
easat-4133	91	11	the	the	DET
easat-4133	91	12	index	index	NOUN
easat-4133	91	13	daily	daily	ADJ
easat-4133	91	14	price	price	NOUN
easat-4133	91	15	and	and	CCONJ
easat-4133	91	16	𝑙𝑛	𝑙𝑛	NOUN
easat-4133	91	17	corresponds	correspond	VERB
easat-4133	91	18	to	to	ADP
easat-4133	91	19	the	the	DET
easat-4133	91	20	natural	natural	ADJ
easat-4133	91	21	logarithm	logarithm	NOUN
easat-4133	91	22	.	.	PUNCT
easat-4133	92	1	3.2	3.2	NUM
easat-4133	92	2	.	.	PUNCT
easat-4133	92	3	method	method	PROPN
easat-4133	92	4	3.2.1	3.2.1	NUM
easat-4133	92	5	.	.	PUNCT
easat-4133	93	1	multifractal	multifractal	ADJ
easat-4133	93	2	detrended	detrende	VERB
easat-4133	93	3	cross	cross	ADJ
easat-4133	93	4	-	-	ADJ
easat-4133	93	5	correlation	correlation	ADJ
easat-4133	93	6	analysis	analysis	NOUN
easat-4133	93	7	in	in	ADP
easat-4133	93	8	this	this	DET
easat-4133	93	9	section	section	NOUN
easat-4133	94	1	,	,	PUNCT
easat-4133	94	2	we	we	PRON
easat-4133	94	3	introduce	introduce	VERB
easat-4133	94	4	the	the	DET
easat-4133	94	5	multifractal	multifractal	ADJ
easat-4133	94	6	detrended	detrende	VERB
easat-4133	94	7	cross	cross	ADJ
easat-4133	94	8	-	-	ADJ
easat-4133	94	9	correlation	correlation	ADJ
easat-4133	94	10	analysis	analysis	NOUN
easat-4133	94	11	(	(	PUNCT
easat-4133	94	12	mf	mf	NOUN
easat-4133	94	13	-	-	PUNCT
easat-4133	94	14	dcca	dcca	NOUN
easat-4133	94	15	)	)	PUNCT
easat-4133	94	16	.	.	PUNCT
easat-4133	95	1	consider	consider	VERB
easat-4133	95	2	two	two	NUM
easat-4133	95	3	time	time	NOUN
easat-4133	95	4	series	series	NOUN
easat-4133	95	5	𝑥	𝑥	PROPN
easat-4133	95	6	=	=	SYM
easat-4133	95	7	(	(	PUNCT
easat-4133	95	8	𝑥(𝑘	𝑥(𝑘	PROPN
easat-4133	95	9	)	)	PUNCT
easat-4133	95	10	)	)	PUNCT
easat-4133	96	1	1≤𝑘≤𝑁	1≤𝑘≤𝑁	NUM
easat-4133	96	2	and	and	CCONJ
easat-4133	96	3	𝑦	𝑦	NOUN
easat-4133	96	4	=	=	PUNCT
easat-4133	96	5	(	(	PUNCT
easat-4133	96	6	𝑦(𝑘	𝑦(𝑘	PROPN
easat-4133	96	7	)	)	PUNCT
easat-4133	96	8	)	)	PUNCT
easat-4133	97	1	1≤𝑘≤𝑁	1≤𝑘≤𝑁	NUM
easat-4133	97	2	,	,	PUNCT
easat-4133	97	3	for	for	ADP
easat-4133	97	4	1	1	NUM
easat-4133	97	5	≤	≤	NOUN
easat-4133	98	1	𝑘	𝑘	DET
easat-4133	98	2	≤	≤	ADJ
easat-4133	98	3	𝑁	𝑁	PROPN
easat-4133	98	4	,	,	PUNCT
easat-4133	98	5	where	where	SCONJ
easat-4133	98	6	𝑁	𝑁	PROPN
easat-4133	98	7	is	be	AUX
easat-4133	98	8	the	the	DET
easat-4133	98	9	length	length	NOUN
easat-4133	98	10	of	of	ADP
easat-4133	98	11	the	the	DET
easat-4133	98	12	series	series	NOUN
easat-4133	98	13	.	.	PUNCT
easat-4133	99	1	it	it	PRON
easat-4133	99	2	is	be	AUX
easat-4133	99	3	assumed	assume	VERB
easat-4133	99	4	that	that	SCONJ
easat-4133	99	5	these	these	DET
easat-4133	99	6	series	serie	NOUN
easat-4133	99	7	have	have	VERB
easat-4133	99	8	compact	compact	ADJ
easat-4133	99	9	supports	support	NOUN
easat-4133	99	10	,	,	PUNCT
easat-4133	99	11	meaning	mean	VERB
easat-4133	99	12	that	that	SCONJ
easat-4133	99	13	𝑥(𝑘	𝑥(𝑘	NOUN
easat-4133	99	14	)	)	PUNCT
easat-4133	99	15	=	=	SYM
easat-4133	99	16	0	0	NUM
easat-4133	99	17	and	and	CCONJ
easat-4133	99	18	𝑦(𝑘	𝑦(𝑘	ADJ
easat-4133	99	19	)	)	PUNCT
easat-4133	99	20	=	=	SYM
easat-4133	99	21	0	0	NUM
easat-4133	99	22	for	for	ADP
easat-4133	99	23	only	only	ADV
easat-4133	99	24	a	a	DET
easat-4133	99	25	negligible	negligible	ADJ
easat-4133	99	26	fraction	fraction	NOUN
easat-4133	99	27	of	of	ADP
easat-4133	99	28	the	the	DET
easat-4133	99	29	values	value	NOUN
easat-4133	99	30	𝑘.	𝑘.	ADJ
easat-4133	99	31	step	step	NOUN
easat-4133	99	32	1	1	NUM
easat-4133	99	33	:	:	PUNCT
easat-4133	99	34	we	we	PRON
easat-4133	99	35	determine	determine	VERB
easat-4133	99	36	the	the	DET
easat-4133	99	37	profiles	profile	NOUN
easat-4133	99	38	𝑋	𝑋	NOUN
easat-4133	99	39	=	=	SYM
easat-4133	99	40	(	(	PUNCT
easat-4133	99	41	𝑋(𝑖	𝑋(𝑖	NOUN
easat-4133	99	42	)	)	PUNCT
easat-4133	99	43	)	)	PUNCT
easat-4133	99	44	1≤𝑖≤𝑁	1≤𝑖≤𝑁	NUM
easat-4133	99	45	and	and	CCONJ
easat-4133	99	46	𝑌	𝑌	PROPN
easat-4133	99	47	=	=	SYM
easat-4133	99	48	(	(	PUNCT
easat-4133	99	49	𝑌(𝑖	𝑌(𝑖	NOUN
easat-4133	99	50	)	)	PUNCT
easat-4133	99	51	)	)	PUNCT
easat-4133	99	52	1≤𝑖≤𝑁	1≤𝑖≤𝑁	NUM
easat-4133	99	53	of	of	ADP
easat-4133	99	54	the	the	DET
easat-4133	99	55	series	series	NOUN
easat-4133	99	56	𝑥	𝑥	PROPN
easat-4133	99	57	and	and	CCONJ
easat-4133	99	58	𝑦	𝑦	NOUN
easat-4133	99	59	defined	define	VERB
easat-4133	99	60	by	by	ADP
easat-4133	99	61	:	:	PUNCT
easat-4133	99	62	𝑋(𝑖	𝑋(𝑖	NUM
easat-4133	99	63	)	)	PUNCT
easat-4133	99	64	=	=	SYM
easat-4133	99	65	∑	∑	PROPN
easat-4133	99	66	(	(	PUNCT
easat-4133	99	67	𝑥(𝑘	𝑥(𝑘	PROPN
easat-4133	99	68	)	)	PUNCT
easat-4133	100	1	−	−	DET
easat-4133	100	2	�	�	NOUN
easat-4133	100	3	̅	̅	NOUN
easat-4133	100	4	�	�	NOUN
easat-4133	100	5	)𝑁	)𝑁	PUNCT
easat-4133	100	6	𝑘=1	𝑘=1	PROPN
easat-4133	100	7	𝑌(𝑖	𝑌(𝑖	NUM
easat-4133	100	8	)	)	PUNCT
easat-4133	100	9	=	=	PUNCT
easat-4133	100	10	∑	∑	PROPN
easat-4133	100	11	(	(	PUNCT
easat-4133	100	12	𝑦(𝑘	𝑦(𝑘	PROPN
easat-4133	100	13	)	)	PUNCT
easat-4133	100	14	−	−	NOUN
easat-4133	100	15	�	�	NOUN
easat-4133	100	16	̅	̅	NOUN
easat-4133	100	17	�	�	NOUN
easat-4133	100	18	)𝑁	)𝑁	PUNCT
easat-4133	100	19	𝑘=1	𝑘=1	X
easat-4133	100	20	(	(	PUNCT
easat-4133	100	21	1	1	X
easat-4133	100	22	)	)	PUNCT
easat-4133	100	23	where	where	SCONJ
easat-4133	100	24	�	�	NOUN
easat-4133	100	25	̅	̅	VERB
easat-4133	100	26	�	�	PROPN
easat-4133	100	27	and	and	CCONJ
easat-4133	100	28	�	�	PROPN
easat-4133	100	29	̅	̅	NOUN
easat-4133	100	30	�	�	NOUN
easat-4133	100	31	are	be	AUX
easat-4133	100	32	the	the	DET
easat-4133	100	33	means	mean	NOUN
easat-4133	100	34	of	of	ADP
easat-4133	100	35	the	the	DET
easat-4133	100	36	series	series	NOUN
easat-4133	100	37	𝑋	𝑋	PROPN
easat-4133	100	38	and	and	CCONJ
easat-4133	100	39	𝑌.	𝑌.	PROPN
easat-4133	100	40	step	step	NOUN
easat-4133	100	41	2	2	NUM
easat-4133	100	42	:	:	PUNCT
easat-4133	100	43	for	for	ADP
easat-4133	100	44	a	a	DET
easat-4133	100	45	given	give	VERB
easat-4133	100	46	time	time	NOUN
easat-4133	100	47	scale	scale	NOUN
easat-4133	100	48	𝑠	𝑠	PROPN
easat-4133	100	49	,	,	PUNCT
easat-4133	100	50	we	we	PRON
easat-4133	100	51	divide	divide	VERB
easat-4133	100	52	the	the	DET
easat-4133	100	53	profiles	profile	NOUN
easat-4133	100	54	𝑋	𝑋	NOUN
easat-4133	100	55	and	and	CCONJ
easat-4133	100	56	𝑌	𝑌	PROPN
easat-4133	100	57	into	into	ADP
easat-4133	100	58	𝑁𝑆	𝑁𝑆	NOUN
easat-4133	100	59	=	=	SYM
easat-4133	100	60	𝐼𝑛𝑡(𝑁	𝐼𝑛𝑡(𝑁	NUM
easat-4133	100	61	𝑠⁄	𝑠⁄	PROPN
easat-4133	100	62	)	)	PUNCT
easat-4133	100	63	nonoverlapping	nonoverlappe	VERB
easat-4133	100	64	segments	segment	NOUN
easat-4133	100	65	of	of	ADP
easat-4133	100	66	the	the	DET
easat-4133	100	67	same	same	ADJ
easat-4133	100	68	length	length	NOUN
easat-4133	100	69	s	s	PROPN
easat-4133	100	70	,	,	PUNCT
easat-4133	100	71	where	where	SCONJ
easat-4133	100	72	𝐼𝑛𝑡	𝐼𝑛𝑡	PROPN
easat-4133	100	73	(	(	PUNCT
easat-4133	100	74	.	.	PUNCT
easat-4133	100	75	)	)	PUNCT
easat-4133	101	1	represents	represent	VERB
easat-4133	101	2	the	the	DET
easat-4133	101	3	function	function	NOUN
easat-4133	101	4	that	that	PRON
easat-4133	101	5	gives	give	VERB
easat-4133	101	6	the	the	DET
easat-4133	101	7	integer	integer	NOUN
easat-4133	101	8	part	part	NOUN
easat-4133	101	9	of	of	ADP
easat-4133	101	10	a	a	DET
easat-4133	101	11	real	real	ADJ
easat-4133	101	12	number	number	NOUN
easat-4133	101	13	.	.	PUNCT
easat-4133	102	1	based	base	VERB
easat-4133	102	2	on	on	ADP
easat-4133	102	3	the	the	DET
easat-4133	102	4	recommendations	recommendation	NOUN
easat-4133	102	5	of	of	ADP
easat-4133	102	6	peng	peng	PROPN
easat-4133	102	7	,	,	PUNCT
easat-4133	102	8	et	et	PROPN
easat-4133	102	9	al	al	PROPN
easat-4133	102	10	.	.	PUNCT
easat-4133	103	1	[	[	X
easat-4133	103	2	1	1	NUM
easat-4133	103	3	]	]	SYM
easat-4133	103	4	5	5	NUM
easat-4133	103	5	≤	≤	NUM
easat-4133	103	6	𝑠	𝑠	PRON
easat-4133	103	7	≤	≤	PROPN
easat-4133	103	8	𝑁/4	𝑁/4	PUNCT
easat-4133	103	9	is	be	AUX
easat-4133	103	10	traditionally	traditionally	ADV
easat-4133	103	11	selected	select	VERB
easat-4133	103	12	.	.	PUNCT
easat-4133	104	1	since	since	SCONJ
easat-4133	104	2	𝑁	𝑁	PROPN
easat-4133	104	3	is	be	AUX
easat-4133	104	4	generally	generally	ADV
easat-4133	104	5	not	not	PART
easat-4133	104	6	a	a	DET
easat-4133	104	7	multiple	multiple	NOUN
easat-4133	104	8	of	of	ADP
easat-4133	104	9	𝑠	𝑠	PROPN
easat-4133	104	10	,	,	PUNCT
easat-4133	104	11	a	a	DET
easat-4133	104	12	short	short	ADJ
easat-4133	104	13	part	part	NOUN
easat-4133	104	14	at	at	ADP
easat-4133	104	15	the	the	DET
easat-4133	104	16	end	end	NOUN
easat-4133	104	17	of	of	ADP
easat-4133	104	18	the	the	DET
easat-4133	104	19	profiles	profile	NOUN
easat-4133	104	20	may	may	AUX
easat-4133	104	21	be	be	AUX
easat-4133	104	22	neglected	neglect	VERB
easat-4133	104	23	.	.	PUNCT
easat-4133	105	1	https://en.wikipedia.org/wiki/stock_market_index	https://en.wikipedia.org/wiki/stock_market_index	NOUN
easat-4133	105	2	https://en.wikipedia.org/wiki/indonesia_stock_exchange	https://en.wikipedia.org/wiki/indonesia_stock_exchange	NOUN
easat-4133	105	3	https://en.wikipedia.org/wiki/indonesia_stock_exchange	https://en.wikipedia.org/wiki/indonesia_stock_exchange	NOUN
easat-4133	105	4	http://www.investing.com/	http://www.investing.com/	ADJ
easat-4133	105	5	345	345	NUM
easat-4133	105	6	edelweiss	edelweiss	PROPN
easat-4133	105	7	applied	apply	VERB
easat-4133	105	8	science	science	NOUN
easat-4133	105	9	and	and	CCONJ
easat-4133	105	10	technology	technology	NOUN
easat-4133	105	11	issn	issn	PROPN
easat-4133	105	12	:	:	PUNCT
easat-4133	105	13	2576	2576	NUM
easat-4133	105	14	-	-	SYM
easat-4133	105	15	8484	8484	NUM
easat-4133	105	16	vol	vol	NOUN
easat-4133	105	17	.	.	PROPN
easat-4133	106	1	9	9	NUM
easat-4133	106	2	,	,	PUNCT
easat-4133	106	3	no	no	INTJ
easat-4133	106	4	.	.	NOUN
easat-4133	106	5	1	1	NUM
easat-4133	106	6	:	:	PUNCT
easat-4133	106	7	341	341	NUM
easat-4133	106	8	-	-	SYM
easat-4133	106	9	360	360	NUM
easat-4133	106	10	,	,	PUNCT
easat-4133	106	11	2025	2025	NUM
easat-4133	106	12	doi	doi	NOUN
easat-4133	106	13	:	:	PUNCT
easat-4133	106	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	106	15	©	©	PROPN
easat-4133	106	16	2025	2025	NUM
easat-4133	106	17	by	by	ADP
easat-4133	106	18	the	the	DET
easat-4133	106	19	authors	author	NOUN
easat-4133	106	20	;	;	PUNCT
easat-4133	106	21	licensee	licensee	PROPN
easat-4133	106	22	learning	learning	NOUN
easat-4133	106	23	gate	gate	NOUN
easat-4133	106	24	to	to	PART
easat-4133	106	25	incorporate	incorporate	VERB
easat-4133	106	26	all	all	DET
easat-4133	106	27	the	the	DET
easat-4133	106	28	ignored	ignore	VERB
easat-4133	106	29	parts	part	NOUN
easat-4133	106	30	of	of	ADP
easat-4133	106	31	the	the	DET
easat-4133	106	32	series	series	NOUN
easat-4133	106	33	,	,	PUNCT
easat-4133	106	34	the	the	DET
easat-4133	106	35	same	same	ADJ
easat-4133	106	36	procedure	procedure	NOUN
easat-4133	106	37	is	be	AUX
easat-4133	106	38	repeated	repeat	VERB
easat-4133	106	39	starting	start	VERB
easat-4133	106	40	from	from	ADP
easat-4133	106	41	the	the	DET
easat-4133	106	42	end	end	NOUN
easat-4133	106	43	of	of	ADP
easat-4133	106	44	the	the	DET
easat-4133	106	45	profile	profile	NOUN
easat-4133	106	46	.	.	PUNCT
easat-4133	107	1	thus	thus	ADV
easat-4133	107	2	,	,	PUNCT
easat-4133	107	3	we	we	PRON
easat-4133	107	4	obtain	obtain	VERB
easat-4133	107	5	2𝑁𝑆	2𝑁𝑆	NUM
easat-4133	107	6	segments	segment	NOUN
easat-4133	107	7	.	.	PUNCT
easat-4133	108	1	for	for	ADP
easat-4133	108	2	1	1	NUM
easat-4133	108	3	≤	≤	NUM
easat-4133	108	4	𝑖	𝑖	SYM
easat-4133	108	5	≤	≤	NUM
easat-4133	108	6	𝑠	𝑠	PUNCT
easat-4133	108	7	,	,	PUNCT
easat-4133	108	8	we	we	PRON
easat-4133	108	9	have	have	VERB
easat-4133	108	10	two	two	NUM
easat-4133	108	11	segmentations	segmentation	NOUN
easat-4133	108	12	:	:	PUNCT
easat-4133	108	13	𝑋((𝑣	𝑋((𝑣	PROPN
easat-4133	108	14	−	−	PROPN
easat-4133	108	15	1)𝑠	1)𝑠	NUM
easat-4133	109	1	+	+	CCONJ
easat-4133	109	2	i	i	NOUN
easat-4133	109	3	)	)	PUNCT
easat-4133	109	4	for	for	ADP
easat-4133	109	5	1	1	NUM
easat-4133	109	6	≤	≤	NOUN
easat-4133	109	7	𝑣	𝑣	DET
easat-4133	109	8	≤	≤	ADJ
easat-4133	109	9	𝑁𝑆	𝑁𝑆	PROPN
easat-4133	109	10	and	and	CCONJ
easat-4133	109	11	𝑋((𝑁	𝑋((𝑁	NOUN
easat-4133	110	1	−	−	PROPN
easat-4133	110	2	𝑣	𝑣	DET
easat-4133	110	3	−	−	PROPN
easat-4133	110	4	𝑁𝑆)𝑠	𝑁𝑆)𝑠	VERB
easat-4133	110	5	+	+	CCONJ
easat-4133	110	6	i	i	NOUN
easat-4133	110	7	)	)	PUNCT
easat-4133	110	8	for	for	ADP
easat-4133	110	9	𝑁𝑆	𝑁𝑆	PROPN
easat-4133	110	10	+	+	CCONJ
easat-4133	110	11	1	1	NUM
easat-4133	110	12	≤	≤	NOUN
easat-4133	110	13	𝑣	𝑣	DET
easat-4133	110	14	≤	≤	NUM
easat-4133	110	15	2𝑁𝑆.	2𝑁𝑆.	NUM
easat-4133	110	16	step	step	NOUN
easat-4133	110	17	3	3	NUM
easat-4133	110	18	:	:	PUNCT
easat-4133	110	19	in	in	ADP
easat-4133	110	20	each	each	DET
easat-4133	110	21	segment	segment	NOUN
easat-4133	110	22	,	,	PUNCT
easat-4133	110	23	we	we	PRON
easat-4133	110	24	use	use	VERB
easat-4133	110	25	the	the	DET
easat-4133	110	26	ordinary	ordinary	ADJ
easat-4133	110	27	least	least	ADJ
easat-4133	110	28	squares	square	NOUN
easat-4133	110	29	(	(	PUNCT
easat-4133	110	30	ols	ol	NOUN
easat-4133	110	31	)	)	PUNCT
easat-4133	110	32	method	method	NOUN
easat-4133	110	33	to	to	PART
easat-4133	110	34	properly	properly	ADV
easat-4133	110	35	fit	fit	VERB
easat-4133	110	36	data	datum	NOUN
easat-4133	110	37	with	with	ADP
easat-4133	110	38	a	a	DET
easat-4133	110	39	local	local	ADJ
easat-4133	110	40	trend	trend	NOUN
easat-4133	110	41	.	.	PUNCT
easat-4133	111	1	we	we	PRON
easat-4133	111	2	denote	denote	VERB
easat-4133	111	3	by	by	ADP
easat-4133	111	4	𝑝𝑋,𝑣	𝑝𝑋,𝑣	PROPN
easat-4133	111	5	𝑚	𝑚	X
easat-4133	111	6	(	(	PUNCT
easat-4133	111	7	𝑖	𝑖	X
easat-4133	111	8	)	)	PUNCT
easat-4133	111	9	and	and	CCONJ
easat-4133	111	10	𝑝𝑌,𝑣	𝑝𝑌,𝑣	PROPN
easat-4133	111	11	𝑚	𝑚	X
easat-4133	111	12	(	(	PUNCT
easat-4133	111	13	𝑖	𝑖	X
easat-4133	111	14	)	)	PUNCT
easat-4133	111	15	the	the	DET
easat-4133	111	16	fitting	fitting	ADJ
easat-4133	111	17	polynomials	polynomial	NOUN
easat-4133	111	18	of	of	ADP
easat-4133	111	19	respectively	respectively	ADV
easat-4133	111	20	the	the	DET
easat-4133	111	21	profile	profile	NOUN
easat-4133	111	22	𝑋	𝑋	NOUN
easat-4133	111	23	and	and	CCONJ
easat-4133	111	24	the	the	DET
easat-4133	111	25	profile	profile	NOUN
easat-4133	111	26	𝑌	𝑌	PROPN
easat-4133	111	27	for	for	ADP
easat-4133	111	28	the	the	DET
easat-4133	111	29	𝑣-th	𝑣-th	ADJ
easat-4133	111	30	segment	segment	NOUN
easat-4133	111	31	.	.	PUNCT
easat-4133	112	1	for	for	ADP
easat-4133	112	2	1	1	NUM
easat-4133	112	3	≤	≤	NOUN
easat-4133	112	4	𝑣	𝑣	DET
easat-4133	112	5	≤	≤	NOUN
easat-4133	112	6	2𝑁𝑠	2𝑁𝑠	NUM
easat-4133	112	7	:	:	PUNCT
easat-4133	112	8	𝑝𝑋,𝑣	𝑝𝑋,𝑣	NOUN
easat-4133	112	9	𝑚	𝑚	PROPN
easat-4133	112	10	(	(	PUNCT
easat-4133	112	11	𝑖	𝑖	NOUN
easat-4133	112	12	)	)	PUNCT
easat-4133	112	13	=	=	SYM
easat-4133	112	14	𝛼0	𝛼0	PROPN
easat-4133	112	15	𝑣	𝑣	ADP
easat-4133	112	16	+	+	PROPN
easat-4133	112	17	𝛼1	𝛼1	PROPN
easat-4133	112	18	𝑣	𝑣	X
easat-4133	112	19	.	.	PUNCT
easat-4133	112	20	𝑖	𝑖	X
easat-4133	113	1	+	+	CCONJ
easat-4133	113	2	⋯	⋯	VERB
easat-4133	113	3	+	+	PROPN
easat-4133	113	4	𝛼𝑚	𝛼𝑚	VERB
easat-4133	113	5	𝑣	𝑣	PROPN
easat-4133	113	6	.	.	PUNCT
easat-4133	114	1	𝑖𝑚	𝑖𝑚	PROPN
easat-4133	114	2	(	(	PUNCT
easat-4133	114	3	2	2	X
easat-4133	114	4	)	)	PUNCT
easat-4133	114	5	𝑝𝑌,𝑣	𝑝𝑌,𝑣	NOUN
easat-4133	114	6	𝑚	𝑚	PROPN
easat-4133	114	7	(	(	PUNCT
easat-4133	114	8	𝑖	𝑖	NOUN
easat-4133	114	9	)	)	PUNCT
easat-4133	114	10	=	=	VERB
easat-4133	114	11	𝛽0	𝛽0	ADJ
easat-4133	114	12	𝑣	𝑣	PROPN
easat-4133	114	13	+	+	CCONJ
easat-4133	114	14	𝛽1	𝛽1	PROPN
easat-4133	114	15	𝑣	𝑣	NOUN
easat-4133	114	16	.	.	PUNCT
easat-4133	115	1	𝑖	𝑖	X
easat-4133	116	1	+	+	CCONJ
easat-4133	116	2	⋯	⋯	VERB
easat-4133	116	3	+	+	CCONJ
easat-4133	116	4	𝛽𝑚	𝛽𝑚	ADP
easat-4133	116	5	𝑣	𝑣	PROPN
easat-4133	116	6	.	.	PUNCT
easat-4133	117	1	𝑖𝑚	𝑖𝑚	PROPN
easat-4133	117	2	(	(	PUNCT
easat-4133	117	3	3	3	X
easat-4133	117	4	)	)	PUNCT
easat-4133	117	5	in	in	ADP
easat-4133	117	6	the	the	DET
easat-4133	117	7	empirical	empirical	ADJ
easat-4133	117	8	study	study	NOUN
easat-4133	117	9	,	,	PUNCT
easat-4133	117	10	the	the	DET
easat-4133	117	11	order	order	NOUN
easat-4133	117	12	𝑚	𝑚	NOUN
easat-4133	117	13	of	of	ADP
easat-4133	117	14	the	the	DET
easat-4133	117	15	fitting	fitting	ADJ
easat-4133	117	16	polynomial	polynomial	NOUN
easat-4133	117	17	can	can	AUX
easat-4133	117	18	be	be	AUX
easat-4133	117	19	linear	linear	ADJ
easat-4133	117	20	,	,	PUNCT
easat-4133	117	21	quadratic	quadratic	ADJ
easat-4133	117	22	,	,	PUNCT
easat-4133	117	23	cubic	cubic	ADJ
easat-4133	117	24	,	,	PUNCT
easat-4133	117	25	or	or	CCONJ
easat-4133	117	26	even	even	ADV
easat-4133	117	27	of	of	ADP
easat-4133	117	28	a	a	DET
easat-4133	117	29	higher	high	ADJ
easat-4133	117	30	order	order	NOUN
easat-4133	117	31	.	.	PUNCT
easat-4133	118	1	choosing	choose	VERB
easat-4133	118	2	an	an	DET
easat-4133	118	3	appropriate	appropriate	ADJ
easat-4133	118	4	value	value	NOUN
easat-4133	118	5	of	of	ADP
easat-4133	118	6	𝑚	𝑚	PROPN
easat-4133	118	7	can	can	AUX
easat-4133	118	8	avoid	avoid	VERB
easat-4133	118	9	overfitting	overfitte	VERB
easat-4133	118	10	the	the	DET
easat-4133	118	11	series	series	NOUN
easat-4133	118	12	.	.	PUNCT
easat-4133	119	1	step	step	VERB
easat-4133	119	2	3	3	NUM
easat-4133	119	3	:	:	PUNCT
easat-4133	119	4	after	after	ADP
easat-4133	119	5	determining	determine	VERB
easat-4133	119	6	the	the	DET
easat-4133	119	7	fitting	fitting	ADJ
easat-4133	119	8	polynomial	polynomial	ADJ
easat-4133	119	9	𝑝𝑋,𝑣	𝑝𝑋,𝑣	PROPN
easat-4133	119	10	𝑚	𝑚	X
easat-4133	119	11	(	(	PUNCT
easat-4133	119	12	𝑖	𝑖	X
easat-4133	119	13	)	)	PUNCT
easat-4133	119	14	and	and	CCONJ
easat-4133	119	15	𝑝𝑌,𝑣	𝑝𝑌,𝑣	PROPN
easat-4133	119	16	𝑚	𝑚	X
easat-4133	119	17	(	(	PUNCT
easat-4133	119	18	𝑖	𝑖	X
easat-4133	119	19	)	)	PUNCT
easat-4133	119	20	,	,	PUNCT
easat-4133	119	21	we	we	PRON
easat-4133	119	22	calculate	calculate	VERB
easat-4133	119	23	the	the	DET
easat-4133	119	24	detrended	detrende	VERB
easat-4133	119	25	covariances	covariance	NOUN
easat-4133	119	26	𝑓𝑋,𝑌	𝑓𝑋,𝑌	PROPN
easat-4133	119	27	2	2	NUM
easat-4133	119	28	(	(	PUNCT
easat-4133	119	29	𝑣	𝑣	NOUN
easat-4133	119	30	,	,	PUNCT
easat-4133	119	31	𝑠	𝑠	NOUN
easat-4133	119	32	)	)	PUNCT
easat-4133	119	33	for	for	ADP
easat-4133	119	34	all	all	DET
easat-4133	119	35	time	time	NOUN
easat-4133	119	36	scales	scale	VERB
easat-4133	119	37	𝑠	𝑠	INTJ
easat-4133	119	38	and	and	CCONJ
easat-4133	119	39	for	for	ADP
easat-4133	119	40	every	every	DET
easat-4133	119	41	segment	segment	NOUN
easat-4133	119	42	1	1	NUM
easat-4133	119	43	≤	≤	NOUN
easat-4133	119	44	𝑣	𝑣	DET
easat-4133	119	45	≤	≤	NUM
easat-4133	119	46	2𝑁𝑠.	2𝑁𝑠.	ADJ
easat-4133	119	47	▪	▪	NOUN
easat-4133	119	48	the	the	DET
easat-4133	119	49	covariance	covariance	NOUN
easat-4133	119	50	𝑓𝑋,𝑌	𝑓𝑋,𝑌	ADP
easat-4133	119	51	2	2	NUM
easat-4133	119	52	(	(	PUNCT
easat-4133	119	53	𝑣	𝑣	NOUN
easat-4133	119	54	,	,	PUNCT
easat-4133	119	55	𝑠	𝑠	X
easat-4133	119	56	)	)	PUNCT
easat-4133	119	57	is	be	AUX
easat-4133	119	58	defined	define	VERB
easat-4133	119	59	by	by	ADP
easat-4133	119	60	:	:	PUNCT
easat-4133	119	61	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-4133	119	62	2	2	NUM
easat-4133	119	63	(	(	PUNCT
easat-4133	119	64	𝑣	𝑣	NOUN
easat-4133	119	65	,	,	PUNCT
easat-4133	119	66	𝑠	𝑠	NOUN
easat-4133	119	67	)	)	PUNCT
easat-4133	119	68	=	=	SYM
easat-4133	120	1	1	1	NUM
easat-4133	120	2	𝑠	𝑠	INTJ
easat-4133	120	3	∑|𝑋((𝑣	∑|𝑋((𝑣	NOUN
easat-4133	120	4	−	−	PROPN
easat-4133	121	1	1)𝑠	1)𝑠	NUM
easat-4133	122	1	+	+	NUM
easat-4133	122	2	𝑖	𝑖	X
easat-4133	122	3	)	)	PUNCT
easat-4133	123	1	−	−	PROPN
easat-4133	123	2	𝑝𝑋,𝑣	𝑝𝑋,𝑣	NOUN
easat-4133	123	3	𝑚	𝑚	X
easat-4133	123	4	(	(	PUNCT
easat-4133	123	5	𝑖	𝑖	NOUN
easat-4133	123	6	)	)	PUNCT
easat-4133	123	7	|	|	ADV
easat-4133	123	8	.	.	PUNCT
easat-4133	124	1	𝑠	𝑠	INTJ
easat-4133	124	2	𝑖=1	𝑖=1	PROPN
easat-4133	124	3	|𝑌((𝑣	|𝑌((𝑣	NOUN
easat-4133	124	4	−	−	PROPN
easat-4133	124	5	1)𝑠	1)𝑠	NUM
easat-4133	125	1	+	+	CCONJ
easat-4133	125	2	𝑖	𝑖	X
easat-4133	125	3	)	)	PUNCT
easat-4133	125	4	−	−	PROPN
easat-4133	125	5	𝑝𝑌,𝑣	𝑝𝑌,𝑣	PROPN
easat-4133	125	6	𝑚	𝑚	PROPN
easat-4133	125	7	(	(	PUNCT
easat-4133	125	8	𝑖)|	𝑖)|	X
easat-4133	125	9	(	(	PUNCT
easat-4133	125	10	4	4	NUM
easat-4133	125	11	)	)	PUNCT
easat-4133	125	12	for	for	ADP
easat-4133	125	13	1	1	NUM
easat-4133	125	14	≤	≤	NOUN
easat-4133	125	15	𝑣	𝑣	DET
easat-4133	125	16	≤	≤	ADJ
easat-4133	125	17	𝑁𝑆	𝑁𝑆	PROPN
easat-4133	125	18	,	,	PUNCT
easat-4133	125	19	and	and	CCONJ
easat-4133	125	20	:	:	PUNCT
easat-4133	125	21	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-4133	125	22	2	2	NUM
easat-4133	125	23	(	(	PUNCT
easat-4133	125	24	𝑣	𝑣	NOUN
easat-4133	125	25	,	,	PUNCT
easat-4133	125	26	𝑠	𝑠	NOUN
easat-4133	125	27	)	)	PUNCT
easat-4133	125	28	=	=	SYM
easat-4133	126	1	1	1	NUM
easat-4133	126	2	𝑠	𝑠	INTJ
easat-4133	126	3	∑|𝑋((𝑁	∑|𝑋((𝑁	INTJ
easat-4133	127	1	−	−	NOUN
easat-4133	127	2	𝑣	𝑣	PRON
easat-4133	127	3	−	−	PROPN
easat-4133	128	1	𝑁𝑆)𝑠	𝑁𝑆)𝑠	X
easat-4133	129	1	+	+	NUM
easat-4133	129	2	𝑖	𝑖	X
easat-4133	129	3	)	)	PUNCT
easat-4133	129	4	−	−	PROPN
easat-4133	129	5	𝑝𝑋,𝑣	𝑝𝑋,𝑣	NOUN
easat-4133	129	6	𝑚	𝑚	X
easat-4133	129	7	(	(	PUNCT
easat-4133	129	8	𝑖	𝑖	NOUN
easat-4133	129	9	)	)	PUNCT
easat-4133	129	10	|	|	ADV
easat-4133	129	11	.	.	PUNCT
easat-4133	130	1	𝑠	𝑠	INTJ
easat-4133	130	2	𝑖=1	𝑖=1	PROPN
easat-4133	130	3	|𝑌((𝑁	|𝑌((𝑁	PROPN
easat-4133	130	4	−	−	PROPN
easat-4133	130	5	𝑣	𝑣	ADP
easat-4133	130	6	−	−	PROPN
easat-4133	130	7	𝑁𝑆)𝑠	𝑁𝑆)𝑠	X
easat-4133	131	1	+	+	CCONJ
easat-4133	131	2	𝑖	𝑖	X
easat-4133	131	3	)	)	PUNCT
easat-4133	131	4	−	−	PROPN
easat-4133	131	5	𝑝𝑌,𝑣	𝑝𝑌,𝑣	PROPN
easat-4133	131	6	𝑚	𝑚	PROPN
easat-4133	131	7	(	(	PUNCT
easat-4133	131	8	𝑖)|	𝑖)|	X
easat-4133	131	9	(	(	PUNCT
easat-4133	131	10	5	5	NUM
easat-4133	131	11	)	)	PUNCT
easat-4133	131	12	for	for	ADP
easat-4133	131	13	𝑁𝑆	𝑁𝑆	PROPN
easat-4133	131	14	+	+	CCONJ
easat-4133	131	15	1	1	NUM
easat-4133	131	16	≤	≤	NOUN
easat-4133	131	17	𝑣	𝑣	DET
easat-4133	131	18	≤	≤	NUM
easat-4133	131	19	2𝑁𝑆.	2𝑁𝑆.	NUM
easat-4133	131	20	step	step	NOUN
easat-4133	131	21	4	4	NUM
easat-4133	131	22	:	:	PUNCT
easat-4133	131	23	by	by	ADP
easat-4133	131	24	averaging	average	VERB
easat-4133	131	25	the	the	DET
easat-4133	131	26	covariances	covariance	NOUN
easat-4133	131	27	over	over	ADP
easat-4133	131	28	all	all	DET
easat-4133	131	29	segments	segment	NOUN
easat-4133	131	30	,	,	PUNCT
easat-4133	131	31	we	we	PRON
easat-4133	131	32	obtain	obtain	VERB
easat-4133	131	33	the	the	DET
easat-4133	131	34	fluctuation	fluctuation	NOUN
easat-4133	131	35	functions	function	NOUN
easat-4133	131	36	𝐹𝑞	𝐹𝑞	PROPN
easat-4133	131	37	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-4133	131	38	)	)	PUNCT
easat-4133	131	39	of	of	ADP
easat-4133	131	40	order	order	NOUN
easat-4133	131	41	𝑞	𝑞	PRON
easat-4133	131	42	defined	define	VERB
easat-4133	131	43	by	by	ADP
easat-4133	131	44	:	:	PUNCT
easat-4133	131	45	𝐹𝑞	𝐹𝑞	PROPN
easat-4133	131	46	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-4133	131	47	)	)	PUNCT
easat-4133	132	1	=	=	PUNCT
easat-4133	132	2	[	[	PUNCT
easat-4133	132	3	1	1	NUM
easat-4133	132	4	2𝑁𝑆	2𝑁𝑆	NUM
easat-4133	132	5	∑	∑	PRON
easat-4133	132	6	(	(	PUNCT
easat-4133	132	7	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-4133	132	8	2	2	NUM
easat-4133	132	9	(	(	PUNCT
easat-4133	132	10	𝑣	𝑣	NOUN
easat-4133	132	11	,	,	PUNCT
easat-4133	132	12	𝑠	𝑠	NOUN
easat-4133	132	13	)	)	PUNCT
easat-4133	132	14	)	)	PUNCT
easat-4133	132	15	𝑞	𝑞	X
easat-4133	132	16	2	2	NUM
easat-4133	132	17	2𝑁𝑆	2𝑁𝑆	NUM
easat-4133	132	18	𝑣=1	𝑣=1	NOUN
easat-4133	132	19	]	]	PUNCT
easat-4133	132	20	1	1	NUM
easat-4133	132	21	𝑞	𝑞	X
easat-4133	132	22	(	(	PUNCT
easat-4133	132	23	6	6	NUM
easat-4133	132	24	)	)	PUNCT
easat-4133	132	25	for	for	ADP
easat-4133	132	26	𝑞	𝑞	X
easat-4133	132	27	≠	≠	PROPN
easat-4133	132	28	0	0	NUM
easat-4133	132	29	,	,	PUNCT
easat-4133	132	30	and	and	CCONJ
easat-4133	132	31	:	:	PUNCT
easat-4133	132	32	𝐹0	𝐹0	NOUN
easat-4133	132	33	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-4133	132	34	)	)	PUNCT
easat-4133	132	35	=	=	PUNCT
easat-4133	133	1	𝑒𝑥𝑝	𝑒𝑥𝑝	INTJ
easat-4133	133	2	[	[	PUNCT
easat-4133	133	3	1	1	NUM
easat-4133	133	4	4𝑁𝑆	4𝑁𝑆	NUM
easat-4133	133	5	∑	∑	PROPN
easat-4133	133	6	𝑙𝑛	𝑙𝑛	PROPN
easat-4133	133	7	(	(	PUNCT
easat-4133	133	8	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-4133	133	9	2	2	NUM
easat-4133	133	10	(	(	PUNCT
easat-4133	133	11	𝑣	𝑣	NOUN
easat-4133	133	12	,	,	PUNCT
easat-4133	133	13	𝑠	𝑠	NOUN
easat-4133	133	14	)	)	PUNCT
easat-4133	133	15	)	)	PUNCT
easat-4133	133	16	2𝑁𝑆	2𝑁𝑆	NUM
easat-4133	133	17	v=1	v=1	X
easat-4133	133	18	]	]	PUNCT
easat-4133	133	19	(	(	PUNCT
easat-4133	133	20	7	7	NUM
easat-4133	133	21	)	)	PUNCT
easat-4133	133	22	for	for	ADP
easat-4133	133	23	𝑞	𝑞	NOUN
easat-4133	133	24	=	=	PROPN
easat-4133	133	25	0	0	PROPN
easat-4133	133	26	.	.	PUNCT
easat-4133	134	1	the	the	DET
easat-4133	134	2	purpose	purpose	NOUN
easat-4133	134	3	of	of	ADP
easat-4133	134	4	the	the	DET
easat-4133	134	5	mf	mf	NOUN
easat-4133	134	6	-	-	PUNCT
easat-4133	134	7	dcca	dcca	ADJ
easat-4133	134	8	procedure	procedure	NOUN
easat-4133	134	9	is	be	AUX
easat-4133	134	10	primarily	primarily	ADV
easat-4133	134	11	to	to	PART
easat-4133	134	12	determine	determine	VERB
easat-4133	134	13	the	the	DET
easat-4133	134	14	behavior	behavior	NOUN
easat-4133	134	15	of	of	ADP
easat-4133	134	16	the	the	DET
easat-4133	134	17	fluctuation	fluctuation	NOUN
easat-4133	134	18	functions	function	NOUN
easat-4133	134	19	𝐹𝑞	𝐹𝑞	PROPN
easat-4133	134	20	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-4133	134	21	)	)	PUNCT
easat-4133	134	22	as	as	ADP
easat-4133	134	23	a	a	DET
easat-4133	134	24	function	function	NOUN
easat-4133	134	25	of	of	ADP
easat-4133	134	26	the	the	DET
easat-4133	134	27	time	time	NOUN
easat-4133	134	28	scale	scale	NOUN
easat-4133	134	29	𝑠	𝑠	PROPN
easat-4133	134	30	for	for	ADP
easat-4133	134	31	various	various	ADJ
easat-4133	134	32	values	value	NOUN
easat-4133	134	33	of	of	ADP
easat-4133	134	34	𝑞.	𝑞.	NOUN
easat-4133	134	35	to	to	ADP
easat-4133	134	36	this	this	DET
easat-4133	134	37	end	end	NOUN
easat-4133	134	38	,	,	PUNCT
easat-4133	134	39	steps	step	NOUN
easat-4133	134	40	2	2	NUM
easat-4133	134	41	through	through	ADP
easat-4133	134	42	4	4	NUM
easat-4133	134	43	must	must	AUX
easat-4133	134	44	be	be	AUX
easat-4133	134	45	repeated	repeat	VERB
easat-4133	134	46	for	for	ADP
easat-4133	134	47	different	different	ADJ
easat-4133	134	48	time	time	NOUN
easat-4133	134	49	scales	scale	NOUN
easat-4133	134	50	𝑠.	𝑠.	NOUN
easat-4133	134	51	step	step	NOUN
easat-4133	134	52	5	5	NUM
easat-4133	134	53	:	:	PUNCT
easat-4133	134	54	we	we	PRON
easat-4133	134	55	analyze	analyze	VERB
easat-4133	134	56	the	the	DET
easat-4133	134	57	multi	multi	ADJ
easat-4133	134	58	-	-	ADJ
easat-4133	134	59	scale	scale	ADJ
easat-4133	134	60	behavior	behavior	NOUN
easat-4133	134	61	of	of	ADP
easat-4133	134	62	the	the	DET
easat-4133	134	63	fluctuation	fluctuation	NOUN
easat-4133	134	64	functions	function	NOUN
easat-4133	134	65	𝐹𝑞	𝐹𝑞	PROPN
easat-4133	134	66	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-4133	134	67	)	)	PUNCT
easat-4133	134	68	by	by	ADP
easat-4133	134	69	estimating	estimate	VERB
easat-4133	134	70	the	the	DET
easat-4133	134	71	slope	slope	NOUN
easat-4133	134	72	of	of	ADP
easat-4133	134	73	the	the	DET
easat-4133	134	74	log	log	NOUN
easat-4133	134	75	-	-	PUNCT
easat-4133	134	76	log	log	NOUN
easat-4133	134	77	plots	plot	NOUN
easat-4133	134	78	of	of	ADP
easat-4133	134	79	𝐹𝑞	𝐹𝑞	PROPN
easat-4133	134	80	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-4133	134	81	)	)	PUNCT
easat-4133	134	82	versus	versus	ADP
easat-4133	134	83	𝑠	𝑠	PROPN
easat-4133	134	84	for	for	ADP
easat-4133	134	85	different	different	ADJ
easat-4133	134	86	values	value	NOUN
easat-4133	134	87	of	of	ADP
easat-4133	134	88	𝑞.	𝑞.	ADJ
easat-4133	134	89	if	if	SCONJ
easat-4133	134	90	the	the	DET
easat-4133	134	91	analyzed	analyze	VERB
easat-4133	134	92	time	time	NOUN
easat-4133	134	93	series	series	NOUN
easat-4133	134	94	𝑋	𝑋	PROPN
easat-4133	134	95	and	and	CCONJ
easat-4133	134	96	𝑌	𝑌	PROPN
easat-4133	134	97	exhibits	exhibit	VERB
easat-4133	134	98	long	long	ADJ
easat-4133	134	99	-	-	PUNCT
easat-4133	134	100	range	range	NOUN
easat-4133	134	101	cross	cross	NOUN
easat-4133	134	102	-	-	NOUN
easat-4133	134	103	correlation	correlation	NOUN
easat-4133	134	104	according	accord	VERB
easat-4133	134	105	to	to	ADP
easat-4133	134	106	a	a	DET
easat-4133	134	107	power	power	NOUN
easat-4133	134	108	-	-	PUNCT
easat-4133	134	109	law	law	NOUN
easat-4133	134	110	,	,	PUNCT
easat-4133	134	111	such	such	ADJ
easat-4133	134	112	as	as	ADP
easat-4133	134	113	fractal	fractal	ADJ
easat-4133	134	114	properties	property	NOUN
easat-4133	134	115	,	,	PUNCT
easat-4133	134	116	the	the	DET
easat-4133	134	117	fluctuation	fluctuation	NOUN
easat-4133	134	118	function	function	NOUN
easat-4133	134	119	𝐹𝑞	𝐹𝑞	PROPN
easat-4133	134	120	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-4133	134	121	)	)	PUNCT
easat-4133	134	122	will	will	AUX
easat-4133	134	123	behave	behave	VERB
easat-4133	134	124	,	,	PUNCT
easat-4133	134	125	for	for	ADP
easat-4133	134	126	sufficiently	sufficiently	ADV
easat-4133	134	127	large	large	ADJ
easat-4133	134	128	values	value	NOUN
easat-4133	134	129	of	of	ADP
easat-4133	134	130	𝑠	𝑠	PROPN
easat-4133	134	131	,	,	PUNCT
easat-4133	134	132	according	accord	VERB
easat-4133	134	133	to	to	ADP
easat-4133	134	134	the	the	DET
easat-4133	134	135	following	follow	VERB
easat-4133	134	136	power	power	NOUN
easat-4133	134	137	-	-	PUNCT
easat-4133	134	138	law	law	NOUN
easat-4133	134	139	scaling	scale	VERB
easat-4133	134	140	law	law	NOUN
easat-4133	134	141	:	:	PUNCT
easat-4133	134	142	𝐹𝑞	𝐹𝑞	PROPN
easat-4133	134	143	𝑋𝑌(𝑠)~𝑠𝐻𝑋𝑌(𝑞	𝑋𝑌(𝑠)~𝑠𝐻𝑋𝑌(𝑞	PROPN
easat-4133	134	144	)	)	PUNCT
easat-4133	134	145	(	(	PUNCT
easat-4133	134	146	8)	8)	NUM
easat-4133	134	147	or	or	CCONJ
easat-4133	134	148	𝑙𝑜𝑔	𝑙𝑜𝑔	NOUN
easat-4133	134	149	(	(	PUNCT
easat-4133	134	150	𝐹𝑞	𝐹𝑞	PROPN
easat-4133	134	151	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-4133	134	152	)	)	PUNCT
easat-4133	134	153	)	)	PUNCT
easat-4133	135	1	=	=	SYM
easat-4133	135	2	𝑙𝑜𝑔(𝑠𝐻𝑋𝑌(𝑞	𝑙𝑜𝑔(𝑠𝐻𝑋𝑌(𝑞	NOUN
easat-4133	135	3	)	)	PUNCT
easat-4133	135	4	)	)	PUNCT
easat-4133	136	1	+	+	CCONJ
easat-4133	136	2	𝑙𝑜𝑔(𝐶	𝑙𝑜𝑔(𝐶	NUM
easat-4133	136	3	)	)	PUNCT
easat-4133	136	4	(	(	PUNCT
easat-4133	136	5	9	9	NUM
easat-4133	136	6	)	)	PUNCT
easat-4133	136	7	346	346	NUM
easat-4133	136	8	edelweiss	edelweiss	PROPN
easat-4133	136	9	applied	apply	VERB
easat-4133	136	10	science	science	NOUN
easat-4133	136	11	and	and	CCONJ
easat-4133	136	12	technology	technology	NOUN
easat-4133	136	13	issn	issn	PROPN
easat-4133	136	14	:	:	PUNCT
easat-4133	136	15	2576	2576	NUM
easat-4133	136	16	-	-	SYM
easat-4133	136	17	8484	8484	NUM
easat-4133	136	18	vol	vol	NOUN
easat-4133	136	19	.	.	PROPN
easat-4133	137	1	9	9	NUM
easat-4133	137	2	,	,	PUNCT
easat-4133	137	3	no	no	INTJ
easat-4133	137	4	.	.	NOUN
easat-4133	137	5	1	1	NUM
easat-4133	137	6	:	:	PUNCT
easat-4133	137	7	341	341	NUM
easat-4133	137	8	-	-	SYM
easat-4133	137	9	360	360	NUM
easat-4133	137	10	,	,	PUNCT
easat-4133	137	11	2025	2025	NUM
easat-4133	137	12	doi	doi	NOUN
easat-4133	137	13	:	:	PUNCT
easat-4133	137	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	137	15	©	©	PROPN
easat-4133	137	16	2025	2025	NUM
easat-4133	137	17	by	by	ADP
easat-4133	137	18	the	the	DET
easat-4133	137	19	authors	author	NOUN
easat-4133	137	20	;	;	PUNCT
easat-4133	137	21	licensee	licensee	PROPN
easat-4133	137	22	learning	learning	NOUN
easat-4133	137	23	gate	gate	NOUN
easat-4133	137	24	where	where	SCONJ
easat-4133	137	25	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	137	26	)	)	PUNCT
easat-4133	137	27	is	be	AUX
easat-4133	137	28	called	call	VERB
easat-4133	137	29	the	the	DET
easat-4133	137	30	generalized	generalized	ADJ
easat-4133	137	31	hurst	hurst	PROPN
easat-4133	137	32	exponent	exponent	NOUN
easat-4133	137	33	,	,	PUNCT
easat-4133	137	34	which	which	PRON
easat-4133	137	35	is	be	AUX
easat-4133	137	36	the	the	DET
easat-4133	137	37	power	power	NOUN
easat-4133	137	38	-	-	PUNCT
easat-4133	137	39	law	law	NOUN
easat-4133	137	40	cross	cross	NOUN
easat-4133	137	41	-	-	NOUN
easat-4133	137	42	correlation	correlation	NOUN
easat-4133	137	43	of	of	ADP
easat-4133	137	44	the	the	DET
easat-4133	137	45	two	two	NUM
easat-4133	137	46	series	series	NOUN
easat-4133	137	47	𝑋	𝑋	PROPN
easat-4133	137	48	and	and	CCONJ
easat-4133	137	49	𝑌.	𝑌.	PROPN
easat-4133	137	50	when	when	SCONJ
easat-4133	137	51	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	137	52	)	)	PUNCT
easat-4133	137	53	depend	depend	VERB
easat-4133	137	54	on	on	ADP
easat-4133	137	55	𝑞	𝑞	PROPN
easat-4133	137	56	,	,	PUNCT
easat-4133	137	57	the	the	DET
easat-4133	137	58	cross	cross	NOUN
easat-4133	137	59	-	-	NOUN
easat-4133	137	60	correlation	correlation	NOUN
easat-4133	137	61	of	of	ADP
easat-4133	137	62	the	the	DET
easat-4133	137	63	two	two	NUM
easat-4133	137	64	-	-	PUNCT
easat-4133	137	65	time	time	NOUN
easat-4133	137	66	series	series	NOUN
easat-4133	137	67	is	be	AUX
easat-4133	137	68	multifractal	multifractal	ADJ
easat-4133	137	69	,	,	PUNCT
easat-4133	137	70	otherwise	otherwise	ADV
easat-4133	137	71	it	it	PRON
easat-4133	137	72	is	be	AUX
easat-4133	137	73	monofractal	monofractal	ADJ
easat-4133	137	74	.	.	PUNCT
easat-4133	138	1	to	to	PART
easat-4133	138	2	estimate	estimate	VERB
easat-4133	138	3	the	the	DET
easat-4133	138	4	values	value	NOUN
easat-4133	138	5	of	of	ADP
easat-4133	138	6	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	138	7	)	)	PUNCT
easat-4133	138	8	for	for	ADP
easat-4133	138	9	different	different	ADJ
easat-4133	138	10	values	value	NOUN
easat-4133	138	11	of	of	ADP
easat-4133	138	12	𝑞	𝑞	PROPN
easat-4133	138	13	,	,	PUNCT
easat-4133	138	14	we	we	PRON
easat-4133	138	15	perform	perform	VERB
easat-4133	138	16	a	a	DET
easat-4133	138	17	semilogarithmic	semilogarithmic	ADJ
easat-4133	138	18	regression	regression	NOUN
easat-4133	138	19	of	of	ADP
easat-4133	138	20	the	the	DET
easat-4133	138	21	time	time	NOUN
easat-4133	138	22	series	series	PROPN
easat-4133	138	23	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-4133	138	24	)	)	PUNCT
easat-4133	138	25	on	on	ADP
easat-4133	138	26	the	the	DET
easat-4133	138	27	time	time	NOUN
easat-4133	138	28	series	series	NOUN
easat-4133	138	29	𝐹𝑞	𝐹𝑞	PROPN
easat-4133	138	30	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-4133	138	31	)	)	PUNCT
easat-4133	138	32	.	.	PUNCT
easat-4133	139	1	for	for	ADP
easat-4133	139	2	positive	positive	ADJ
easat-4133	139	3	𝑞	𝑞	NOUN
easat-4133	139	4	,	,	PUNCT
easat-4133	139	5	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-4133	139	6	)	)	PUNCT
easat-4133	139	7	describes	describe	VERB
easat-4133	139	8	the	the	DET
easat-4133	139	9	scaling	scale	VERB
easat-4133	139	10	behavior	behavior	NOUN
easat-4133	139	11	of	of	ADP
easat-4133	139	12	intervals	interval	NOUN
easat-4133	139	13	with	with	ADP
easat-4133	139	14	large	large	ADJ
easat-4133	139	15	fluctuations	fluctuation	NOUN
easat-4133	139	16	.	.	PUNCT
easat-4133	140	1	on	on	ADP
easat-4133	140	2	the	the	DET
easat-4133	140	3	contrary	contrary	NOUN
easat-4133	140	4	,	,	PUNCT
easat-4133	140	5	for	for	ADP
easat-4133	140	6	negative	negative	ADJ
easat-4133	140	7	𝑞	𝑞	PROPN
easat-4133	140	8	,	,	PUNCT
easat-4133	140	9	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-4133	140	10	)	)	PUNCT
easat-4133	140	11	describes	describe	VERB
easat-4133	140	12	the	the	DET
easat-4133	140	13	scaling	scale	VERB
easat-4133	140	14	behavior	behavior	NOUN
easat-4133	140	15	of	of	ADP
easat-4133	140	16	segments	segment	NOUN
easat-4133	140	17	with	with	ADP
easat-4133	140	18	wavelet	wavelet	NOUN
easat-4133	140	19	fluctuations	fluctuation	NOUN
easat-4133	140	20	.	.	PUNCT
easat-4133	141	1	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	141	2	)	)	PUNCT
easat-4133	141	3	is	be	AUX
easat-4133	141	4	a	a	DET
easat-4133	141	5	decreasing	decrease	VERB
easat-4133	141	6	function	function	NOUN
easat-4133	141	7	and	and	CCONJ
easat-4133	141	8	to	to	PART
easat-4133	141	9	measure	measure	VERB
easat-4133	141	10	the	the	DET
easat-4133	141	11	degree	degree	NOUN
easat-4133	141	12	of	of	ADP
easat-4133	141	13	multifractality	multifractality	NOUN
easat-4133	141	14	between	between	ADP
easat-4133	141	15	the	the	DET
easat-4133	141	16	two	two	NUM
easat-4133	141	17	series	series	NOUN
easat-4133	141	18	,	,	PUNCT
easat-4133	141	19	we	we	PRON
easat-4133	141	20	can	can	AUX
easat-4133	141	21	use	use	VERB
easat-4133	141	22	the	the	DET
easat-4133	141	23	variation	variation	NOUN
easat-4133	141	24	δ𝐻𝑋𝑌	δ𝐻𝑋𝑌	NOUN
easat-4133	141	25	between	between	ADP
easat-4133	141	26	the	the	DET
easat-4133	141	27	minimum	minimum	ADJ
easat-4133	141	28	and	and	CCONJ
easat-4133	141	29	maximum	maximum	ADJ
easat-4133	141	30	values	value	NOUN
easat-4133	141	31	as	as	SCONJ
easat-4133	141	32	defined	define	VERB
easat-4133	141	33	below	below	ADV
easat-4133	141	34	:	:	PUNCT
easat-4133	142	1	δ𝐻𝑋𝑌	δ𝐻𝑋𝑌	X
easat-4133	142	2	=	=	SYM
easat-4133	142	3	𝐻𝑋𝑌−𝑀𝑎𝑥	𝐻𝑋𝑌−𝑀𝑎𝑥	ADJ
easat-4133	142	4	−	−	PROPN
easat-4133	142	5	𝐻𝑋𝑌−𝑀𝑖𝑛	𝐻𝑋𝑌−𝑀𝑖𝑛	NOUN
easat-4133	142	6	=	=	SYM
easat-4133	142	7	𝐻𝑋𝑌(𝑞𝑚𝑖𝑛	𝐻𝑋𝑌(𝑞𝑚𝑖𝑛	NOUN
easat-4133	142	8	)	)	PUNCT
easat-4133	142	9	−	−	ADP
easat-4133	142	10	𝐻𝑋𝑌(𝑞𝑚𝑎𝑥	𝐻𝑋𝑌(𝑞𝑚𝑎𝑥	NUM
easat-4133	142	11	)	)	PUNCT
easat-4133	142	12	(	(	PUNCT
easat-4133	142	13	10	10	NUM
easat-4133	142	14	)	)	PUNCT
easat-4133	142	15	the	the	DET
easat-4133	142	16	larger	large	ADJ
easat-4133	142	17	δ𝐻𝑋𝑌	δ𝐻𝑋𝑌	NOUN
easat-4133	142	18	is	be	AUX
easat-4133	142	19	,	,	PUNCT
easat-4133	142	20	the	the	PRON
easat-4133	142	21	stronger	strong	ADJ
easat-4133	142	22	the	the	DET
easat-4133	142	23	degree	degree	NOUN
easat-4133	142	24	of	of	ADP
easat-4133	142	25	multifractality	multifractality	NOUN
easat-4133	142	26	will	will	AUX
easat-4133	142	27	be	be	AUX
easat-4133	142	28	.	.	PUNCT
easat-4133	143	1	for	for	ADP
easat-4133	143	2	positive	positive	ADJ
easat-4133	143	3	values	value	NOUN
easat-4133	143	4	of	of	ADP
easat-4133	143	5	𝑞	𝑞	PROPN
easat-4133	143	6	,	,	PUNCT
easat-4133	143	7	the	the	DET
easat-4133	143	8	average	average	ADJ
easat-4133	143	9	fluctuation	fluctuation	NOUN
easat-4133	143	10	function	function	NOUN
easat-4133	143	11	𝐹𝑞	𝐹𝑞	PROPN
easat-4133	143	12	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-4133	143	13	)	)	PUNCT
easat-4133	143	14	is	be	AUX
easat-4133	143	15	dominated	dominate	VERB
easat-4133	143	16	by	by	ADP
easat-4133	143	17	segments	segment	NOUN
easat-4133	143	18	𝑣	𝑣	NOUN
easat-4133	143	19	with	with	ADP
easat-4133	143	20	large	large	ADJ
easat-4133	143	21	covariances	covariance	NOUN
easat-4133	143	22	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-4133	143	23	2	2	NUM
easat-4133	143	24	(	(	PUNCT
easat-4133	143	25	𝑣	𝑣	NOUN
easat-4133	143	26	,	,	PUNCT
easat-4133	143	27	𝑠	𝑠	NOUN
easat-4133	143	28	)	)	PUNCT
easat-4133	143	29	.	.	PUNCT
easat-4133	144	1	thus	thus	ADV
easat-4133	144	2	,	,	PUNCT
easat-4133	144	3	for	for	ADP
easat-4133	144	4	𝑞	𝑞	X
easat-4133	144	5	>	>	X
easat-4133	144	6	0	0	PROPN
easat-4133	144	7	,	,	PUNCT
easat-4133	144	8	the	the	DET
easat-4133	144	9	generalized	generalized	ADJ
easat-4133	144	10	hurst	hurst	PROPN
easat-4133	144	11	exponents	exponents	PROPN
easat-4133	144	12	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	144	13	)	)	PUNCT
easat-4133	144	14	describe	describe	VERB
easat-4133	144	15	the	the	DET
easat-4133	144	16	scaling	scale	VERB
easat-4133	144	17	properties	property	NOUN
easat-4133	144	18	of	of	ADP
easat-4133	144	19	large	large	ADJ
easat-4133	144	20	fluctuations	fluctuation	NOUN
easat-4133	144	21	.	.	PUNCT
easat-4133	145	1	in	in	ADP
easat-4133	145	2	contrast	contrast	NOUN
easat-4133	145	3	,	,	PUNCT
easat-4133	145	4	for	for	ADP
easat-4133	145	5	𝑞	𝑞	X
easat-4133	145	6	<	<	X
easat-4133	145	7	0	0	PROPN
easat-4133	145	8	,	,	PUNCT
easat-4133	145	9	the	the	DET
easat-4133	145	10	exponents	exponent	NOUN
easat-4133	145	11	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	145	12	)	)	PUNCT
easat-4133	145	13	describe	describe	VERB
easat-4133	145	14	the	the	DET
easat-4133	145	15	scaling	scale	VERB
easat-4133	145	16	properties	property	NOUN
easat-4133	145	17	of	of	ADP
easat-4133	145	18	small	small	ADJ
easat-4133	145	19	fluctuations	fluctuation	NOUN
easat-4133	145	20	.	.	PUNCT
easat-4133	146	1	it	it	PRON
easat-4133	146	2	is	be	AUX
easat-4133	146	3	well	well	ADV
easat-4133	146	4	known	know	VERB
easat-4133	146	5	that	that	SCONJ
easat-4133	146	6	the	the	DET
easat-4133	146	7	generalized	generalized	ADJ
easat-4133	146	8	hurst	hurst	PROPN
easat-4133	146	9	exponent	exponent	PROPN
easat-4133	146	10	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-4133	146	11	)	)	PUNCT
easat-4133	146	12	method	method	NOUN
easat-4133	146	13	is	be	AUX
easat-4133	146	14	directly	directly	ADV
easat-4133	146	15	related	relate	VERB
easat-4133	146	16	to	to	ADP
easat-4133	146	17	the	the	DET
easat-4133	146	18	multifractal	multifractal	ADJ
easat-4133	146	19	scaling	scaling	ADJ
easat-4133	146	20	exponent	exponent	NOUN
easat-4133	146	21	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-4133	146	22	)	)	PUNCT
easat-4133	146	23	,	,	PUNCT
easat-4133	146	24	commonly	commonly	ADV
easat-4133	146	25	known	know	VERB
easat-4133	146	26	as	as	ADP
easat-4133	146	27	the	the	DET
easat-4133	146	28	rényi	rényi	NOUN
easat-4133	146	29	exponent	exponent	NOUN
easat-4133	146	30	:	:	PUNCT
easat-4133	146	31	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	X
easat-4133	146	32	)	)	PUNCT
easat-4133	146	33	=	=	SYM
easat-4133	146	34	𝑞.	𝑞.	ADJ
easat-4133	146	35	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-4133	146	36	)	)	PUNCT
easat-4133	146	37	−	−	PROPN
easat-4133	146	38	1	1	NUM
easat-4133	146	39	(	(	PUNCT
easat-4133	146	40	11	11	NUM
easat-4133	146	41	)	)	PUNCT
easat-4133	146	42	if	if	SCONJ
easat-4133	146	43	the	the	DET
easat-4133	146	44	rényi	rényi	NOUN
easat-4133	146	45	exponent	exponent	NOUN
easat-4133	146	46	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NOUN
easat-4133	146	47	)	)	PUNCT
easat-4133	146	48	increase	increase	VERB
easat-4133	146	49	nonlinearly	nonlinearly	ADV
easat-4133	146	50	with	with	ADP
easat-4133	146	51	𝑞	𝑞	PROPN
easat-4133	146	52	,	,	PUNCT
easat-4133	146	53	the	the	DET
easat-4133	146	54	cross	cross	NOUN
easat-4133	146	55	-	-	NOUN
easat-4133	146	56	correlation	correlation	NOUN
easat-4133	146	57	of	of	ADP
easat-4133	146	58	the	the	DET
easat-4133	146	59	two	two	NUM
easat-4133	146	60	series	series	NOUN
easat-4133	146	61	is	be	AUX
easat-4133	146	62	multifractal	multifractal	ADJ
easat-4133	146	63	.	.	PUNCT
easat-4133	147	1	otherwise	otherwise	ADV
easat-4133	147	2	,	,	PUNCT
easat-4133	147	3	if	if	SCONJ
easat-4133	147	4	the	the	DET
easat-4133	147	5	rényi	rényi	NOUN
easat-4133	147	6	exponent	exponent	NOUN
easat-4133	147	7	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-4133	147	8	)	)	PUNCT
easat-4133	147	9	is	be	AUX
easat-4133	147	10	a	a	DET
easat-4133	147	11	linear	linear	ADJ
easat-4133	147	12	function	function	NOUN
easat-4133	147	13	of	of	ADP
easat-4133	147	14	𝑞	𝑞	PROPN
easat-4133	147	15	,	,	PUNCT
easat-4133	147	16	then	then	ADV
easat-4133	147	17	the	the	DET
easat-4133	147	18	cross	cross	NOUN
easat-4133	147	19	-	-	NOUN
easat-4133	147	20	correlation	correlation	NOUN
easat-4133	147	21	is	be	AUX
easat-4133	147	22	monofractal	monofractal	ADJ
easat-4133	147	23	.	.	PUNCT
easat-4133	148	1	another	another	DET
easat-4133	148	2	interesting	interesting	ADJ
easat-4133	148	3	way	way	NOUN
easat-4133	148	4	to	to	PART
easat-4133	148	5	characterize	characterize	VERB
easat-4133	148	6	the	the	DET
easat-4133	148	7	multifractality	multifractality	NOUN
easat-4133	148	8	of	of	ADP
easat-4133	148	9	the	the	DET
easat-4133	148	10	time	time	NOUN
easat-4133	148	11	series	series	PROPN
easat-4133	148	12	cross	cross	NOUN
easat-4133	148	13	-	-	NOUN
easat-4133	148	14	correlations	correlation	NOUN
easat-4133	148	15	,	,	PUNCT
easat-4133	148	16	is	be	AUX
easat-4133	148	17	to	to	PART
easat-4133	148	18	use	use	VERB
easat-4133	148	19	the	the	DET
easat-4133	148	20	hölder	hölder	NOUN
easat-4133	148	21	spectrum	spectrum	NOUN
easat-4133	148	22	or	or	CCONJ
easat-4133	148	23	the	the	DET
easat-4133	148	24	singularity	singularity	NOUN
easat-4133	148	25	spectrum	spectrum	NOUN
easat-4133	148	26	𝑓𝑋𝑌(𝛼𝑋𝑌	𝑓𝑋𝑌(𝛼𝑋𝑌	NOUN
easat-4133	148	27	)	)	PUNCT
easat-4133	148	28	of	of	ADP
easat-4133	148	29	the	the	DET
easat-4133	148	30	hölder	hölder	NOUN
easat-4133	148	31	exponent	exponent	NOUN
easat-4133	148	32	𝛼𝑋𝑌.	𝛼𝑋𝑌.	PUNCT
easat-4133	149	1	it	it	PRON
easat-4133	149	2	is	be	AUX
easat-4133	149	3	well	well	ADV
easat-4133	149	4	known	know	VERB
easat-4133	149	5	that	that	SCONJ
easat-4133	149	6	the	the	DET
easat-4133	149	7	singularity	singularity	NOUN
easat-4133	149	8	spectrum	spectrum	NOUN
easat-4133	149	9	𝑓𝑋𝑌(𝛼𝑋𝑌	𝑓𝑋𝑌(𝛼𝑋𝑌	NOUN
easat-4133	149	10	)	)	PUNCT
easat-4133	149	11	is	be	AUX
easat-4133	149	12	related	relate	VERB
easat-4133	149	13	to	to	ADP
easat-4133	149	14	the	the	DET
easat-4133	149	15	rényi	rényi	NOUN
easat-4133	149	16	exponent	exponent	NOUN
easat-4133	149	17	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	PUNCT
easat-4133	149	18	)	)	PUNCT
easat-4133	149	19	through	through	ADP
easat-4133	149	20	the	the	DET
easat-4133	149	21	legendre	legendre	PROPN
easat-4133	149	22	transform	transform	PROPN
easat-4133	149	23	:	:	PUNCT
easat-4133	149	24	{	{	PUNCT
easat-4133	149	25	𝛼𝑋𝑌	𝛼𝑋𝑌	VERB
easat-4133	149	26	=	=	PUNCT
easat-4133	150	1	𝜏𝑋𝑌	𝜏𝑋𝑌	NOUN
easat-4133	150	2	′	′	NUM
easat-4133	150	3	(	(	PUNCT
easat-4133	150	4	𝑞	𝑞	NOUN
easat-4133	150	5	)	)	PUNCT
easat-4133	150	6	𝑓𝑋𝑌(𝛼𝑋𝑌	𝑓𝑋𝑌(𝛼𝑋𝑌	PROPN
easat-4133	150	7	)	)	PUNCT
easat-4133	150	8	=	=	PUNCT
easat-4133	151	1	𝑞.	𝑞.	NOUN
easat-4133	151	2	𝛼𝑋𝑌	𝛼𝑋𝑌	PROPN
easat-4133	151	3	−	−	PROPN
easat-4133	151	4	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-4133	151	5	)	)	PUNCT
easat-4133	151	6	(	(	PUNCT
easat-4133	151	7	12	12	NUM
easat-4133	151	8	)	)	PUNCT
easat-4133	151	9	where	where	SCONJ
easat-4133	151	10	𝜏𝑋𝑌	𝜏𝑋𝑌	NOUN
easat-4133	151	11	′	′	NUM
easat-4133	151	12	(	(	PUNCT
easat-4133	151	13	𝑞	𝑞	NOUN
easat-4133	151	14	)	)	PUNCT
easat-4133	151	15	is	be	AUX
easat-4133	151	16	the	the	DET
easat-4133	151	17	derivative	derivative	NOUN
easat-4133	151	18	of	of	ADP
easat-4133	151	19	the	the	DET
easat-4133	151	20	function	function	NOUN
easat-4133	151	21	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-4133	151	22	)	)	PUNCT
easat-4133	151	23	.	.	PUNCT
easat-4133	152	1	when	when	SCONJ
easat-4133	152	2	the	the	DET
easat-4133	152	3	cross	cross	NOUN
easat-4133	152	4	-	-	NOUN
easat-4133	152	5	correlation	correlation	NOUN
easat-4133	152	6	between	between	ADP
easat-4133	152	7	the	the	DET
easat-4133	152	8	two	two	NUM
easat-4133	152	9	series	series	NOUN
easat-4133	152	10	is	be	AUX
easat-4133	152	11	multifractal	multifractal	ADJ
easat-4133	152	12	,	,	PUNCT
easat-4133	152	13	then	then	ADV
easat-4133	152	14	the	the	DET
easat-4133	152	15	singularity	singularity	NOUN
easat-4133	152	16	spectrum	spectrum	NOUN
easat-4133	152	17	𝑓𝑋𝑌(𝛼𝑋𝑌	𝑓𝑋𝑌(𝛼𝑋𝑌	NOUN
easat-4133	152	18	)	)	PUNCT
easat-4133	152	19	present	present	VERB
easat-4133	152	20	a	a	DET
easat-4133	152	21	concave	concave	ADJ
easat-4133	152	22	bell	bell	NOUN
easat-4133	152	23	-	-	PUNCT
easat-4133	152	24	shaped	shape	VERB
easat-4133	152	25	curve	curve	NOUN
easat-4133	152	26	.	.	PUNCT
easat-4133	153	1	the	the	DET
easat-4133	153	2	richness	richness	NOUN
easat-4133	153	3	of	of	ADP
easat-4133	153	4	the	the	DET
easat-4133	153	5	multifractality	multifractality	NOUN
easat-4133	153	6	can	can	AUX
easat-4133	153	7	be	be	AUX
easat-4133	153	8	determined	determine	VERB
easat-4133	153	9	by	by	ADP
easat-4133	153	10	the	the	DET
easat-4133	153	11	width	width	NOUN
easat-4133	153	12	of	of	ADP
easat-4133	153	13	the	the	DET
easat-4133	153	14	spectrum	spectrum	NOUN
easat-4133	153	15	defined	define	VERB
easat-4133	153	16	by	by	ADP
easat-4133	153	17	:	:	PUNCT
easat-4133	153	18	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-4133	153	19	=	=	SYM
easat-4133	154	1	𝛼𝑋𝑌−𝑚𝑎𝑥	𝛼𝑋𝑌−𝑚𝑎𝑥	PRON
easat-4133	154	2	−	−	NOUN
easat-4133	154	3	𝛼𝑋𝑌−𝑚𝑖𝑛	𝛼𝑋𝑌−𝑚𝑖𝑛	PROPN
easat-4133	154	4	(	(	PUNCT
easat-4133	154	5	13	13	NUM
easat-4133	154	6	)	)	PUNCT
easat-4133	154	7	thus	thus	ADV
easat-4133	154	8	,	,	PUNCT
easat-4133	154	9	the	the	PRON
easat-4133	154	10	wider	wide	ADJ
easat-4133	154	11	the	the	DET
easat-4133	154	12	spectrum	spectrum	NOUN
easat-4133	154	13	,	,	PUNCT
easat-4133	154	14	the	the	PRON
easat-4133	154	15	richer	rich	ADJ
easat-4133	154	16	the	the	DET
easat-4133	154	17	multifractal	multifractal	ADJ
easat-4133	154	18	behavior	behavior	NOUN
easat-4133	154	19	of	of	ADP
easat-4133	154	20	the	the	DET
easat-4133	154	21	cross	cross	NOUN
easat-4133	154	22	-	-	NOUN
easat-4133	154	23	correlation	correlation	NOUN
easat-4133	154	24	of	of	ADP
easat-4133	154	25	the	the	DET
easat-4133	154	26	analyzed	analyze	VERB
easat-4133	154	27	time	time	NOUN
easat-4133	154	28	series	series	NOUN
easat-4133	154	29	.	.	PUNCT
easat-4133	155	1	we	we	PRON
easat-4133	155	2	can	can	AUX
easat-4133	155	3	easily	easily	ADV
easat-4133	155	4	deduce	deduce	VERB
easat-4133	155	5	the	the	DET
easat-4133	155	6	relationship	relationship	NOUN
easat-4133	155	7	between	between	ADP
easat-4133	155	8	the	the	DET
easat-4133	155	9	generalized	generalized	ADJ
easat-4133	155	10	hurst	hurst	PROPN
easat-4133	155	11	exponent	exponent	PROPN
easat-4133	155	12	ℎ(𝑞	ℎ(𝑞	PROPN
easat-4133	155	13	)	)	PUNCT
easat-4133	155	14	and	and	CCONJ
easat-4133	155	15	the	the	DET
easat-4133	155	16	singularity	singularity	NOUN
easat-4133	155	17	spectrum	spectrum	NOUN
easat-4133	155	18	𝑓𝑋𝑌(𝛼𝑋𝑌	𝑓𝑋𝑌(𝛼𝑋𝑌	PROPN
easat-4133	155	19	)	)	PUNCT
easat-4133	155	20	:	:	PUNCT
easat-4133	155	21	{	{	PUNCT
easat-4133	155	22	𝛼𝑋𝑌	𝛼𝑋𝑌	X
easat-4133	155	23	=	=	PUNCT
easat-4133	155	24	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-4133	155	25	)	)	PUNCT
easat-4133	155	26	+	+	CCONJ
easat-4133	155	27	𝑞.	𝑞.	ADJ
easat-4133	155	28	𝐻𝑋𝑌	𝐻𝑋𝑌	PROPN
easat-4133	155	29	′	′	NUM
easat-4133	155	30	(	(	PUNCT
easat-4133	155	31	𝑞	𝑞	NOUN
easat-4133	155	32	)	)	PUNCT
easat-4133	155	33	𝑓𝑋𝑌(𝛼𝑋𝑌	𝑓𝑋𝑌(𝛼𝑋𝑌	PROPN
easat-4133	155	34	)	)	PUNCT
easat-4133	156	1	=	=	SYM
easat-4133	156	2	𝑞.	𝑞.	NOUN
easat-4133	156	3	(	(	PUNCT
easat-4133	156	4	𝛼𝑋𝑌	𝛼𝑋𝑌	PROPN
easat-4133	156	5	−	−	PROPN
easat-4133	156	6	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-4133	156	7	)	)	PUNCT
easat-4133	156	8	)	)	PUNCT
easat-4133	157	1	+	+	CCONJ
easat-4133	157	2	1	1	NUM
easat-4133	157	3	(	(	PUNCT
easat-4133	157	4	14	14	NUM
easat-4133	157	5	)	)	PUNCT
easat-4133	157	6	3.2.2	3.2.2	NUM
easat-4133	157	7	.	.	PUNCT
easat-4133	158	1	dcca	dcca	PROPN
easat-4133	158	2	cross	cross	ADJ
easat-4133	158	3	-	-	ADJ
easat-4133	158	4	correlation	correlation	ADJ
easat-4133	158	5	coefficient	coefficient	NOUN
easat-4133	158	6	to	to	PART
easat-4133	158	7	assess	assess	VERB
easat-4133	158	8	quantitively	quantitively	ADV
easat-4133	158	9	the	the	DET
easat-4133	158	10	cross	cros	NOUN
easat-4133	158	11	-	-	NOUN
easat-4133	158	12	correlations	correlation	NOUN
easat-4133	158	13	between	between	ADP
easat-4133	158	14	two	two	NUM
easat-4133	158	15	non	non	ADJ
easat-4133	158	16	-	-	ADJ
easat-4133	158	17	stationary	stationary	ADJ
easat-4133	158	18	series	series	NOUN
easat-4133	158	19	,	,	PUNCT
easat-4133	158	20	zebende	zebende	X
easat-4133	158	21	[	[	X
easat-4133	158	22	15	15	NUM
easat-4133	158	23	]	]	PUNCT
easat-4133	158	24	proposed	propose	VERB
easat-4133	158	25	a	a	DET
easat-4133	158	26	dcca	dcca	ADJ
easat-4133	158	27	cross	cross	ADJ
easat-4133	158	28	-	-	ADJ
easat-4133	158	29	correlation	correlation	ADJ
easat-4133	158	30	coefficient	coefficient	NOUN
easat-4133	158	31	.	.	PUNCT
easat-4133	159	1	this	this	DET
easat-4133	159	2	method	method	NOUN
easat-4133	159	3	is	be	AUX
easat-4133	159	4	based	base	VERB
easat-4133	159	5	on	on	ADP
easat-4133	159	6	the	the	DET
easat-4133	159	7	dcca	dcca	PROPN
easat-4133	159	8	method	method	NOUN
easat-4133	159	9	of	of	ADP
easat-4133	159	10	podobnik	podobnik	NOUN
easat-4133	159	11	and	and	CCONJ
easat-4133	159	12	stanley	stanley	NOUN
easat-4133	159	13	[	[	X
easat-4133	159	14	3	3	X
easat-4133	159	15	]	]	PUNCT
easat-4133	159	16	and	and	CCONJ
easat-4133	159	17	the	the	DET
easat-4133	159	18	dfa	dfa	PROPN
easat-4133	159	19	method	method	NOUN
easat-4133	159	20	[	[	X
easat-4133	159	21	1	1	NUM
easat-4133	159	22	]	]	PUNCT
easat-4133	159	23	.	.	PUNCT
easat-4133	160	1	in	in	ADP
easat-4133	160	2	contrast	contrast	NOUN
easat-4133	160	3	to	to	ADP
easat-4133	160	4	the	the	DET
easat-4133	160	5	original	original	ADJ
easat-4133	160	6	dcca	dcca	ADJ
easat-4133	160	7	cross	cross	ADJ
easat-4133	160	8	-	-	ADJ
easat-4133	160	9	correlation	correlation	ADJ
easat-4133	160	10	coefficient	coefficient	NOUN
easat-4133	160	11	method	method	NOUN
easat-4133	160	12	,	,	PUNCT
easat-4133	160	13	which	which	PRON
easat-4133	160	14	uses	use	VERB
easat-4133	160	15	non	non	ADJ
easat-4133	160	16	-	-	ADJ
easat-4133	160	17	overlapping	overlapping	ADJ
easat-4133	160	18	segments	segment	NOUN
easat-4133	160	19	,	,	PUNCT
easat-4133	160	20	we	we	PRON
easat-4133	160	21	will	will	AUX
easat-4133	160	22	apply	apply	VERB
easat-4133	160	23	a	a	DET
easat-4133	160	24	version	version	NOUN
easat-4133	160	25	that	that	PRON
easat-4133	160	26	uses	use	VERB
easat-4133	160	27	overlapping	overlap	VERB
easat-4133	160	28	segments	segment	NOUN
easat-4133	160	29	,	,	PUNCT
easat-4133	160	30	similar	similar	ADJ
easat-4133	160	31	to	to	ADP
easat-4133	160	32	the	the	DET
easat-4133	160	33	mf	mf	NOUN
easat-4133	160	34	-	-	PUNCT
easat-4133	160	35	dcca	dcca	ADJ
easat-4133	160	36	method	method	NOUN
easat-4133	160	37	.	.	PUNCT
easat-4133	161	1	using	use	VERB
easat-4133	161	2	the	the	DET
easat-4133	161	3	notations	notation	NOUN
easat-4133	161	4	from	from	ADP
easat-4133	161	5	section	section	NOUN
easat-4133	161	6	3.2.1	3.2.1	NUM
easat-4133	161	7	,	,	PUNCT
easat-4133	161	8	the	the	DET
easat-4133	161	9	method	method	NOUN
easat-4133	161	10	is	be	AUX
easat-4133	161	11	described	describe	VERB
easat-4133	161	12	below	below	ADV
easat-4133	161	13	.	.	PUNCT
easat-4133	162	1	347	347	NUM
easat-4133	162	2	edelweiss	edelweiss	PROPN
easat-4133	162	3	applied	apply	VERB
easat-4133	162	4	science	science	NOUN
easat-4133	162	5	and	and	CCONJ
easat-4133	162	6	technology	technology	NOUN
easat-4133	162	7	issn	issn	PROPN
easat-4133	162	8	:	:	PUNCT
easat-4133	162	9	2576	2576	NUM
easat-4133	162	10	-	-	SYM
easat-4133	162	11	8484	8484	NUM
easat-4133	162	12	vol	vol	NOUN
easat-4133	162	13	.	.	PROPN
easat-4133	163	1	9	9	NUM
easat-4133	163	2	,	,	PUNCT
easat-4133	163	3	no	no	INTJ
easat-4133	163	4	.	.	NOUN
easat-4133	163	5	1	1	NUM
easat-4133	163	6	:	:	PUNCT
easat-4133	163	7	341	341	NUM
easat-4133	163	8	-	-	SYM
easat-4133	163	9	360	360	NUM
easat-4133	163	10	,	,	PUNCT
easat-4133	163	11	2025	2025	NUM
easat-4133	163	12	doi	doi	NOUN
easat-4133	163	13	:	:	PUNCT
easat-4133	163	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	163	15	©	©	PROPN
easat-4133	163	16	2025	2025	NUM
easat-4133	163	17	by	by	ADP
easat-4133	163	18	the	the	DET
easat-4133	163	19	authors	author	NOUN
easat-4133	163	20	;	;	PUNCT
easat-4133	163	21	licensee	licensee	PROPN
easat-4133	163	22	learning	learning	NOUN
easat-4133	163	23	gate	gate	VERB
easat-4133	163	24	the	the	DET
easat-4133	163	25	covariance	covariance	NOUN
easat-4133	163	26	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-4133	163	27	2	2	NUM
easat-4133	163	28	(	(	PUNCT
easat-4133	163	29	𝑣	𝑣	NOUN
easat-4133	163	30	,	,	PUNCT
easat-4133	163	31	𝑠	𝑠	X
easat-4133	163	32	)	)	PUNCT
easat-4133	163	33	is	be	AUX
easat-4133	163	34	defined	define	VERB
easat-4133	163	35	in	in	ADP
easat-4133	163	36	(	(	PUNCT
easat-4133	163	37	8)	8)	NUM
easat-4133	163	38	and	and	CCONJ
easat-4133	163	39	(	(	PUNCT
easat-4133	163	40	9	9	NUM
easat-4133	163	41	)	)	PUNCT
easat-4133	163	42	.	.	PUNCT
easat-4133	164	1	the	the	DET
easat-4133	164	2	covariances	covariance	NOUN
easat-4133	164	3	𝑓𝑋	𝑓𝑋	PROPN
easat-4133	164	4	2(𝑣	2(𝑣	NUM
easat-4133	164	5	,	,	PUNCT
easat-4133	164	6	𝑠	𝑠	PROPN
easat-4133	164	7	)	)	PUNCT
easat-4133	164	8	,	,	PUNCT
easat-4133	164	9	𝑓𝑌	𝑓𝑌	PROPN
easat-4133	164	10	2(𝑣	2(𝑣	NUM
easat-4133	164	11	,	,	PUNCT
easat-4133	164	12	𝑠	𝑠	X
easat-4133	164	13	)	)	PUNCT
easat-4133	164	14	are	be	AUX
easat-4133	164	15	defined	define	VERB
easat-4133	164	16	by	by	ADP
easat-4133	164	17	:	:	PUNCT
easat-4133	164	18	𝑓𝑋	𝑓𝑋	PROPN
easat-4133	164	19	2(𝑣	2(𝑣	NUM
easat-4133	164	20	,	,	PUNCT
easat-4133	164	21	𝑠	𝑠	PROPN
easat-4133	164	22	)	)	PUNCT
easat-4133	164	23	=	=	SYM
easat-4133	165	1	1	1	NUM
easat-4133	165	2	𝑠	𝑠	X
easat-4133	165	3	∑(𝑋((𝑣	∑(𝑋((𝑣	PROPN
easat-4133	165	4	−	−	PROPN
easat-4133	166	1	1)𝑠	1)𝑠	NUM
easat-4133	167	1	+	+	SYM
easat-4133	167	2	𝑖	𝑖	X
easat-4133	167	3	)	)	PUNCT
easat-4133	168	1	−	−	PROPN
easat-4133	168	2	𝑝𝑋,𝑣	𝑝𝑋,𝑣	NOUN
easat-4133	168	3	𝑚	𝑚	X
easat-4133	168	4	(	(	PUNCT
easat-4133	168	5	𝑖	𝑖	NOUN
easat-4133	168	6	)	)	PUNCT
easat-4133	168	7	)	)	PUNCT
easat-4133	169	1	2	2	NUM
easat-4133	169	2	𝑠	𝑠	PROPN
easat-4133	169	3	𝑖=1	𝑖=1	PROPN
easat-4133	169	4	(	(	PUNCT
easat-4133	169	5	15	15	NUM
easat-4133	169	6	)	)	PUNCT
easat-4133	169	7	𝑓𝑌	𝑓𝑌	NOUN
easat-4133	169	8	2(𝑣	2(𝑣	NUM
easat-4133	169	9	,	,	PUNCT
easat-4133	169	10	𝑠	𝑠	PROPN
easat-4133	169	11	)	)	PUNCT
easat-4133	169	12	=	=	SYM
easat-4133	170	1	1	1	NUM
easat-4133	170	2	𝑠	𝑠	X
easat-4133	170	3	∑(𝑌((𝑣	∑(𝑌((𝑣	PROPN
easat-4133	170	4	−	−	PROPN
easat-4133	171	1	1)𝑠	1)𝑠	NUM
easat-4133	172	1	+	+	SYM
easat-4133	172	2	𝑖	𝑖	X
easat-4133	172	3	)	)	PUNCT
easat-4133	172	4	−	−	PROPN
easat-4133	172	5	𝑝𝑌,𝑣	𝑝𝑌,𝑣	PROPN
easat-4133	172	6	𝑚	𝑚	X
easat-4133	172	7	(	(	PUNCT
easat-4133	172	8	𝑖	𝑖	NOUN
easat-4133	172	9	)	)	PUNCT
easat-4133	172	10	)	)	PUNCT
easat-4133	172	11	2	2	NUM
easat-4133	173	1	𝑠	𝑠	PROPN
easat-4133	173	2	𝑖=1	𝑖=1	PROPN
easat-4133	174	1	(	(	PUNCT
easat-4133	174	2	16	16	NUM
easat-4133	174	3	)	)	PUNCT
easat-4133	174	4	for	for	ADP
easat-4133	174	5	1	1	NUM
easat-4133	174	6	≤	≤	NOUN
easat-4133	174	7	𝑣	𝑣	DET
easat-4133	174	8	≤	≤	ADJ
easat-4133	174	9	𝑁𝑠	𝑁𝑠	PROPN
easat-4133	174	10	,	,	PUNCT
easat-4133	174	11	and	and	CCONJ
easat-4133	174	12	𝑓𝑋	𝑓𝑋	PROPN
easat-4133	174	13	2(𝑣	2(𝑣	NUM
easat-4133	174	14	,	,	PUNCT
easat-4133	174	15	𝑠	𝑠	X
easat-4133	174	16	)	)	PUNCT
easat-4133	174	17	=	=	SYM
easat-4133	174	18	1	1	NUM
easat-4133	174	19	𝑠	𝑠	NUM
easat-4133	174	20	∑	∑	PUNCT
easat-4133	174	21	(	(	PUNCT
easat-4133	174	22	𝑋	𝑋	PROPN
easat-4133	174	23	(	(	PUNCT
easat-4133	174	24	(	(	PUNCT
easat-4133	174	25	(	(	PUNCT
easat-4133	174	26	𝑁	𝑁	PROPN
easat-4133	174	27	−	−	PROPN
easat-4133	174	28	𝑣	𝑣	PRON
easat-4133	174	29	−	−	PROPN
easat-4133	174	30	𝑁𝑠)𝑠	𝑁𝑠)𝑠	PROPN
easat-4133	174	31	+	+	CCONJ
easat-4133	174	32	𝑖	𝑖	X
easat-4133	174	33	)	)	PUNCT
easat-4133	174	34	)	)	PUNCT
easat-4133	175	1	−	−	PROPN
easat-4133	175	2	𝑝𝑋,𝑣	𝑝𝑋,𝑣	NOUN
easat-4133	175	3	𝑚	𝑚	X
easat-4133	175	4	(	(	PUNCT
easat-4133	175	5	𝑖	𝑖	NOUN
easat-4133	175	6	)	)	PUNCT
easat-4133	175	7	)	)	PUNCT
easat-4133	175	8	2	2	NUM
easat-4133	175	9	𝑠	𝑠	PROPN
easat-4133	175	10	𝑖=1	𝑖=1	PROPN
easat-4133	175	11	(	(	PUNCT
easat-4133	175	12	17	17	NUM
easat-4133	175	13	)	)	PUNCT
easat-4133	175	14	𝑓𝑌	𝑓𝑌	NOUN
easat-4133	175	15	2(𝑣	2(𝑣	NUM
easat-4133	175	16	,	,	PUNCT
easat-4133	175	17	𝑠	𝑠	PROPN
easat-4133	175	18	)	)	PUNCT
easat-4133	175	19	=	=	SYM
easat-4133	175	20	1	1	NUM
easat-4133	175	21	𝑠	𝑠	NUM
easat-4133	175	22	∑	∑	PROPN
easat-4133	175	23	(	(	PUNCT
easat-4133	175	24	𝑌	𝑌	PROPN
easat-4133	175	25	(	(	PUNCT
easat-4133	175	26	(	(	PUNCT
easat-4133	175	27	(	(	PUNCT
easat-4133	175	28	𝑁	𝑁	PROPN
easat-4133	175	29	−	−	PROPN
easat-4133	175	30	𝑣	𝑣	PRON
easat-4133	175	31	−	−	PROPN
easat-4133	175	32	𝑁𝑠)𝑠	𝑁𝑠)𝑠	PROPN
easat-4133	175	33	+	+	CCONJ
easat-4133	175	34	𝑖	𝑖	X
easat-4133	175	35	)	)	PUNCT
easat-4133	175	36	)	)	PUNCT
easat-4133	176	1	−	−	PROPN
easat-4133	177	1	𝑝𝑌,𝑣	𝑝𝑌,𝑣	NOUN
easat-4133	177	2	𝑚	𝑚	X
easat-4133	177	3	(	(	PUNCT
easat-4133	177	4	𝑖	𝑖	NOUN
easat-4133	177	5	)	)	PUNCT
easat-4133	177	6	)	)	PUNCT
easat-4133	177	7	2	2	NUM
easat-4133	177	8	𝑠	𝑠	PROPN
easat-4133	177	9	𝑖=1	𝑖=1	PROPN
easat-4133	177	10	(	(	PUNCT
easat-4133	177	11	18	18	NUM
easat-4133	177	12	)	)	PUNCT
easat-4133	177	13	for	for	ADP
easat-4133	177	14	𝑁𝑠	𝑁𝑠	PROPN
easat-4133	177	15	+	+	CCONJ
easat-4133	177	16	1	1	NUM
easat-4133	177	17	≤	≤	NOUN
easat-4133	177	18	𝑣	𝑣	ADP
easat-4133	177	19	≤	≤	ADJ
easat-4133	177	20	2𝑁𝑠.	2𝑁𝑠.	NUM
easat-4133	177	21	by	by	ADP
easat-4133	177	22	averaging	average	VERB
easat-4133	177	23	the	the	DET
easat-4133	177	24	covariances	covariance	NOUN
easat-4133	177	25	over	over	ADP
easat-4133	177	26	all	all	DET
easat-4133	177	27	segments	segment	NOUN
easat-4133	177	28	,	,	PUNCT
easat-4133	177	29	we	we	PRON
easat-4133	177	30	obtain	obtain	VERB
easat-4133	177	31	the	the	DET
easat-4133	177	32	dfa	dfa	NOUN
easat-4133	177	33	-	-	PUNCT
easat-4133	177	34	variance	variance	NOUN
easat-4133	177	35	fluctuation	fluctuation	NOUN
easat-4133	177	36	functions	function	NOUN
easat-4133	177	37	𝐹𝐷𝐹𝐴−𝑋	𝐹𝐷𝐹𝐴−𝑋	ADP
easat-4133	177	38	2	2	NUM
easat-4133	177	39	(	(	PUNCT
easat-4133	177	40	𝑠	𝑠	NOUN
easat-4133	177	41	)	)	PUNCT
easat-4133	177	42	and	and	CCONJ
easat-4133	177	43	𝐹𝐷𝐹𝐴−𝑌	𝐹𝐷𝐹𝐴−𝑌	PROPN
easat-4133	177	44	2	2	NUM
easat-4133	177	45	(	(	PUNCT
easat-4133	177	46	𝑠	𝑠	NOUN
easat-4133	177	47	)	)	PUNCT
easat-4133	177	48	,	,	PUNCT
easat-4133	177	49	and	and	CCONJ
easat-4133	177	50	the	the	DET
easat-4133	177	51	dcca	dcca	PROPN
easat-4133	177	52	-	-	PUNCT
easat-4133	177	53	covariance	covariance	NOUN
easat-4133	177	54	fluctuation	fluctuation	NOUN
easat-4133	177	55	function	function	NOUN
easat-4133	177	56	𝐹𝐷𝐶𝐶𝐴	𝐹𝐷𝐶𝐶𝐴	PROPN
easat-4133	177	57	2	2	NUM
easat-4133	177	58	(	(	PUNCT
easat-4133	177	59	𝑠	𝑠	NOUN
easat-4133	177	60	)	)	PUNCT
easat-4133	177	61	defined	define	VERB
easat-4133	177	62	by	by	ADP
easat-4133	177	63	:	:	PUNCT
easat-4133	177	64	𝐹𝐷𝐹𝐴−𝑋	𝐹𝐷𝐹𝐴−𝑋	NOUN
easat-4133	177	65	2	2	NUM
easat-4133	177	66	(	(	PUNCT
easat-4133	177	67	𝑠	𝑠	NOUN
easat-4133	177	68	)	)	PUNCT
easat-4133	177	69	=	=	SYM
easat-4133	178	1	1	1	NUM
easat-4133	178	2	2𝑁𝑠	2𝑁𝑠	NUM
easat-4133	178	3	∑	∑	PUNCT
easat-4133	178	4	𝑓𝑋	𝑓𝑋	PROPN
easat-4133	178	5	2(𝑣	2(𝑣	NUM
easat-4133	178	6	,	,	PUNCT
easat-4133	178	7	𝑠	𝑠	PROPN
easat-4133	178	8	)	)	PUNCT
easat-4133	178	9	2𝑁𝑠	2𝑁𝑠	NUM
easat-4133	178	10	𝑣=1	𝑣=1	NOUN
easat-4133	178	11	(	(	PUNCT
easat-4133	178	12	19	19	NUM
easat-4133	178	13	)	)	PUNCT
easat-4133	178	14	𝐹𝐷𝐹𝐴−𝑌	𝐹𝐷𝐹𝐴−𝑌	PROPN
easat-4133	178	15	2	2	NUM
easat-4133	178	16	(	(	PUNCT
easat-4133	178	17	𝑠	𝑠	NOUN
easat-4133	178	18	)	)	PUNCT
easat-4133	178	19	=	=	SYM
easat-4133	178	20	1	1	NUM
easat-4133	178	21	2𝑁𝑠	2𝑁𝑠	NUM
easat-4133	178	22	∑	∑	SYM
easat-4133	178	23	𝑓𝑌	𝑓𝑌	PROPN
easat-4133	178	24	2(𝑣	2(𝑣	NUM
easat-4133	178	25	,	,	PUNCT
easat-4133	178	26	𝑠	𝑠	PROPN
easat-4133	178	27	)	)	PUNCT
easat-4133	178	28	2𝑁𝑠	2𝑁𝑠	NUM
easat-4133	178	29	𝑣=1	𝑣=1	NOUN
easat-4133	178	30	(	(	PUNCT
easat-4133	178	31	20	20	NUM
easat-4133	178	32	)	)	PUNCT
easat-4133	178	33	𝐹𝐷𝐶𝐶𝐴	𝐹𝐷𝐶𝐶𝐴	PROPN
easat-4133	178	34	2	2	NUM
easat-4133	178	35	(	(	PUNCT
easat-4133	178	36	𝑠	𝑠	NOUN
easat-4133	178	37	)	)	PUNCT
easat-4133	178	38	=	=	SYM
easat-4133	178	39	1	1	NUM
easat-4133	178	40	2𝑁𝑠	2𝑁𝑠	NUM
easat-4133	178	41	∑	∑	PROPN
easat-4133	178	42	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-4133	178	43	2	2	NUM
easat-4133	178	44	(	(	PUNCT
easat-4133	178	45	𝑣	𝑣	NOUN
easat-4133	178	46	,	,	PUNCT
easat-4133	178	47	𝑠	𝑠	NOUN
easat-4133	178	48	)	)	PUNCT
easat-4133	178	49	2𝑁𝑠	2𝑁𝑠	NUM
easat-4133	178	50	𝑣=1	𝑣=1	NOUN
easat-4133	178	51	(	(	PUNCT
easat-4133	178	52	21	21	NUM
easat-4133	178	53	)	)	PUNCT
easat-4133	178	54	the	the	DET
easat-4133	178	55	dcca	dcca	ADJ
easat-4133	178	56	cross	cross	ADJ
easat-4133	178	57	-	-	ADJ
easat-4133	178	58	correlation	correlation	ADJ
easat-4133	178	59	coefficient	coefficient	NOUN
easat-4133	178	60	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	NOUN
easat-4133	178	61	)	)	PUNCT
easat-4133	178	62	is	be	AUX
easat-4133	178	63	defined	define	VERB
easat-4133	178	64	by	by	ADP
easat-4133	178	65	:	:	PUNCT
easat-4133	178	66	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	PROPN
easat-4133	178	67	)	)	PUNCT
easat-4133	178	68	=	=	SYM
easat-4133	179	1	𝐹𝐷𝐶𝐶𝐴	𝐹𝐷𝐶𝐶𝐴	PROPN
easat-4133	179	2	2	2	NUM
easat-4133	179	3	(	(	PUNCT
easat-4133	179	4	𝑠	𝑠	NOUN
easat-4133	179	5	)	)	PUNCT
easat-4133	179	6	√𝐹𝐷𝐹𝐴−𝑋	√𝐹𝐷𝐹𝐴−𝑋	PROPN
easat-4133	179	7	2	2	NUM
easat-4133	179	8	(	(	PUNCT
easat-4133	179	9	𝑠	𝑠	NOUN
easat-4133	179	10	)	)	PUNCT
easat-4133	179	11	×	×	NOUN
easat-4133	179	12	√𝐹𝐷𝐹𝐴−𝑌	√𝐹𝐷𝐹𝐴−𝑌	NOUN
easat-4133	179	13	2	2	NUM
easat-4133	179	14	(	(	PUNCT
easat-4133	179	15	𝑠	𝑠	NOUN
easat-4133	179	16	)	)	PUNCT
easat-4133	179	17	(	(	PUNCT
easat-4133	179	18	22	22	NUM
easat-4133	179	19	)	)	PUNCT
easat-4133	179	20	the	the	DET
easat-4133	179	21	cross	cross	ADJ
easat-4133	179	22	-	-	ADJ
easat-4133	179	23	correlation	correlation	ADJ
easat-4133	179	24	coefficient	coefficient	NOUN
easat-4133	179	25	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	NOUN
easat-4133	179	26	)	)	PUNCT
easat-4133	179	27	is	be	AUX
easat-4133	179	28	an	an	DET
easat-4133	179	29	effective	effective	ADJ
easat-4133	179	30	measure	measure	NOUN
easat-4133	179	31	with	with	ADP
easat-4133	179	32	properties	property	NOUN
easat-4133	179	33	similar	similar	ADJ
easat-4133	179	34	to	to	ADP
easat-4133	179	35	those	those	PRON
easat-4133	179	36	of	of	ADP
easat-4133	179	37	the	the	DET
easat-4133	179	38	standard	standard	ADJ
easat-4133	179	39	correlation	correlation	NOUN
easat-4133	179	40	coefficient	coefficient	NOUN
easat-4133	179	41	.	.	PUNCT
easat-4133	180	1	it	it	PRON
easat-4133	180	2	is	be	AUX
easat-4133	180	3	a	a	DET
easat-4133	180	4	dimensionless	dimensionless	NOUN
easat-4133	180	5	quantity	quantity	NOUN
easat-4133	180	6	that	that	PRON
easat-4133	180	7	ranges	range	VERB
easat-4133	180	8	from	from	ADP
easat-4133	180	9	-1	-1	INTJ
easat-4133	180	10	to	to	ADP
easat-4133	180	11	1	1	NUM
easat-4133	180	12	.	.	PUNCT
easat-4133	181	1	when	when	SCONJ
easat-4133	181	2	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	NOUN
easat-4133	181	3	)	)	PUNCT
easat-4133	181	4	=	=	SYM
easat-4133	181	5	0	0	NUM
easat-4133	181	6	,	,	PUNCT
easat-4133	181	7	there	there	PRON
easat-4133	181	8	is	be	VERB
easat-4133	181	9	no	no	DET
easat-4133	181	10	cross	cross	NOUN
easat-4133	181	11	-	-	NOUN
easat-4133	181	12	correlation	correlation	NOUN
easat-4133	181	13	between	between	ADP
easat-4133	181	14	the	the	DET
easat-4133	181	15	two	two	NUM
easat-4133	181	16	series	series	NOUN
easat-4133	181	17	.	.	PUNCT
easat-4133	182	1	a	a	DET
easat-4133	182	2	value	value	NOUN
easat-4133	182	3	of	of	ADP
easat-4133	182	4	−1	−1	NOUN
easat-4133	182	5	<	<	X
easat-4133	182	6	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	NOUN
easat-4133	182	7	)	)	PUNCT
easat-4133	182	8	<	<	X
easat-4133	182	9	0	0	NUM
easat-4133	182	10	indicates	indicate	VERB
easat-4133	182	11	an	an	DET
easat-4133	182	12	anti	anti	ADJ
easat-4133	182	13	-	-	ADJ
easat-4133	182	14	persistent	persistent	ADJ
easat-4133	182	15	cross	cross	NOUN
easat-4133	182	16	-	-	NOUN
easat-4133	182	17	correlation	correlation	NOUN
easat-4133	182	18	,	,	PUNCT
easat-4133	182	19	while	while	SCONJ
easat-4133	182	20	0	0	NUM
easat-4133	182	21	<	<	X
easat-4133	182	22	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	NOUN
easat-4133	182	23	)	)	PUNCT
easat-4133	182	24	≤	≤	NUM
easat-4133	182	25	1	1	NUM
easat-4133	182	26	suggests	suggest	VERB
easat-4133	182	27	a	a	DET
easat-4133	182	28	persistent	persistent	ADJ
easat-4133	182	29	crosscorrelation	crosscorrelation	NOUN
easat-4133	182	30	between	between	ADP
easat-4133	182	31	the	the	DET
easat-4133	182	32	two	two	NUM
easat-4133	182	33	series	series	NOUN
easat-4133	182	34	.	.	PUNCT
easat-4133	183	1	if	if	SCONJ
easat-4133	183	2	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	NOUN
easat-4133	183	3	)	)	PUNCT
easat-4133	183	4	=	=	SYM
easat-4133	183	5	−1	−1	NOUN
easat-4133	183	6	,	,	PUNCT
easat-4133	183	7	the	the	DET
easat-4133	183	8	two	two	NUM
easat-4133	183	9	series	series	NOUN
easat-4133	183	10	are	be	AUX
easat-4133	183	11	perfectly	perfectly	ADV
easat-4133	183	12	anti	anti	ADJ
easat-4133	183	13	-	-	ADJ
easat-4133	183	14	persistent	persistent	ADJ
easat-4133	183	15	crosscorrelated	crosscorrelate	VERB
easat-4133	183	16	.	.	PUNCT
easat-4133	184	1	conversely	conversely	ADV
easat-4133	184	2	,	,	PUNCT
easat-4133	184	3	if	if	SCONJ
easat-4133	184	4	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	NOUN
easat-4133	184	5	)	)	PUNCT
easat-4133	184	6	=	=	SYM
easat-4133	184	7	1	1	NUM
easat-4133	184	8	,	,	PUNCT
easat-4133	184	9	the	the	DET
easat-4133	184	10	two	two	NUM
easat-4133	184	11	series	series	NOUN
easat-4133	184	12	are	be	AUX
easat-4133	184	13	perfectly	perfectly	ADV
easat-4133	184	14	persistent	persistent	ADJ
easat-4133	184	15	cross	cross	ADJ
easat-4133	184	16	-	-	VERB
easat-4133	184	17	correlated	correlate	VERB
easat-4133	184	18	.	.	PUNCT
easat-4133	185	1	3.2.3	3.2.3	X
easat-4133	185	2	.	.	X
easat-4133	185	3	sources	source	NOUN
easat-4133	185	4	of	of	ADP
easat-4133	185	5	cross	cross	ADJ
easat-4133	185	6	-	-	ADJ
easat-4133	185	7	correlation	correlation	ADJ
easat-4133	185	8	multifractality	multifractality	NOUN
easat-4133	185	9	kantelhardt	kantelhardt	PROPN
easat-4133	185	10	,	,	PUNCT
easat-4133	185	11	et	et	PROPN
easat-4133	185	12	al	al	PROPN
easat-4133	185	13	.	.	PUNCT
easat-4133	186	1	[	[	X
easat-4133	186	2	2	2	NUM
easat-4133	186	3	]	]	PUNCT
easat-4133	186	4	identified	identify	VERB
easat-4133	186	5	two	two	NUM
easat-4133	186	6	primary	primary	ADJ
easat-4133	186	7	sources	source	NOUN
easat-4133	186	8	of	of	ADP
easat-4133	186	9	multifractality	multifractality	NOUN
easat-4133	186	10	in	in	ADP
easat-4133	186	11	the	the	DET
easat-4133	186	12	cross	cross	NOUN
easat-4133	186	13	-	-	NOUN
easat-4133	186	14	correlation	correlation	NOUN
easat-4133	186	15	of	of	ADP
easat-4133	186	16	bivariate	bivariate	ADJ
easat-4133	186	17	time	time	NOUN
easat-4133	186	18	series	series	NOUN
easat-4133	186	19	:	:	PUNCT
easat-4133	186	20	long	long	ADJ
easat-4133	186	21	-	-	PUNCT
easat-4133	186	22	term	term	NOUN
easat-4133	186	23	temporal	temporal	ADJ
easat-4133	186	24	correlations	correlation	NOUN
easat-4133	186	25	and	and	CCONJ
easat-4133	186	26	heavy	heavy	ADJ
easat-4133	186	27	-	-	PUNCT
easat-4133	186	28	tailed	tail	VERB
easat-4133	186	29	distributions	distribution	NOUN
easat-4133	186	30	.	.	PUNCT
easat-4133	187	1	to	to	PART
easat-4133	187	2	assess	assess	VERB
easat-4133	187	3	the	the	DET
easat-4133	187	4	contribution	contribution	NOUN
easat-4133	187	5	of	of	ADP
easat-4133	187	6	each	each	DET
easat-4133	187	7	source	source	NOUN
easat-4133	187	8	to	to	ADP
easat-4133	187	9	the	the	DET
easat-4133	187	10	overall	overall	ADJ
easat-4133	187	11	cross	cross	ADJ
easat-4133	187	12	-	-	ADJ
easat-4133	187	13	correlation	correlation	ADJ
easat-4133	187	14	multifractality	multifractality	NOUN
easat-4133	187	15	,	,	PUNCT
easat-4133	187	16	we	we	PRON
easat-4133	187	17	apply	apply	VERB
easat-4133	187	18	two	two	NUM
easat-4133	187	19	transformations	transformation	NOUN
easat-4133	187	20	to	to	ADP
easat-4133	187	21	the	the	DET
easat-4133	187	22	original	original	ADJ
easat-4133	187	23	return	return	NOUN
easat-4133	187	24	series	series	NOUN
easat-4133	187	25	:	:	PUNCT
easat-4133	187	26	shuffling	shuffle	VERB
easat-4133	187	27	(	(	PUNCT
easat-4133	187	28	random	random	ADJ
easat-4133	187	29	permutation	permutation	NOUN
easat-4133	187	30	)	)	PUNCT
easat-4133	187	31	and	and	CCONJ
easat-4133	187	32	surrogation	surrogation	NOUN
easat-4133	187	33	(	(	PUNCT
easat-4133	187	34	phase	phase	NOUN
easat-4133	187	35	randomization	randomization	NOUN
easat-4133	187	36	)	)	PUNCT
easat-4133	187	37	.	.	PUNCT
easat-4133	188	1	the	the	DET
easat-4133	188	2	shuffling	shuffle	VERB
easat-4133	188	3	technique	technique	NOUN
easat-4133	188	4	maintains	maintain	VERB
easat-4133	188	5	the	the	DET
easat-4133	188	6	distribution	distribution	NOUN
easat-4133	188	7	of	of	ADP
easat-4133	188	8	the	the	DET
easat-4133	188	9	data	datum	NOUN
easat-4133	188	10	's	's	PART
easat-4133	188	11	moments	moment	NOUN
easat-4133	188	12	but	but	CCONJ
easat-4133	188	13	removes	remove	VERB
easat-4133	188	14	any	any	DET
easat-4133	188	15	longterm	longterm	ADJ
easat-4133	188	16	correlations	correlation	NOUN
easat-4133	188	17	.	.	PUNCT
easat-4133	189	1	after	after	ADP
easat-4133	189	2	permutation	permutation	NOUN
easat-4133	189	3	,	,	PUNCT
easat-4133	189	4	the	the	DET
easat-4133	189	5	data	datum	NOUN
easat-4133	189	6	retain	retain	VERB
easat-4133	189	7	their	their	PRON
easat-4133	189	8	statistical	statistical	ADJ
easat-4133	189	9	distribution	distribution	NOUN
easat-4133	189	10	but	but	CCONJ
easat-4133	189	11	lack	lack	VERB
easat-4133	189	12	temporal	temporal	ADJ
easat-4133	189	13	correlations	correlation	NOUN
easat-4133	189	14	or	or	CCONJ
easat-4133	189	15	memory	memory	NOUN
easat-4133	189	16	.	.	PUNCT
easat-4133	190	1	the	the	DET
easat-4133	190	2	surrogation	surrogation	NOUN
easat-4133	190	3	technique	technique	NOUN
easat-4133	190	4	,	,	PUNCT
easat-4133	190	5	on	on	ADP
easat-4133	190	6	the	the	DET
easat-4133	190	7	other	other	ADJ
easat-4133	190	8	hand	hand	NOUN
easat-4133	190	9	,	,	PUNCT
easat-4133	190	10	isolates	isolate	VERB
easat-4133	190	11	the	the	DET
easat-4133	190	12	effect	effect	NOUN
easat-4133	190	13	of	of	ADP
easat-4133	190	14	long	long	ADJ
easat-4133	190	15	-	-	PUNCT
easat-4133	190	16	term	term	NOUN
easat-4133	190	17	correlations	correlation	NOUN
easat-4133	190	18	on	on	ADP
easat-4133	190	19	multifractality	multifractality	NOUN
easat-4133	190	20	.	.	PUNCT
easat-4133	191	1	this	this	DET
easat-4133	191	2	method	method	NOUN
easat-4133	191	3	involves	involve	VERB
easat-4133	191	4	randomly	randomly	ADV
easat-4133	191	5	altering	alter	VERB
easat-4133	191	6	the	the	DET
easat-4133	191	7	temporal	temporal	ADJ
easat-4133	191	8	phases	phase	NOUN
easat-4133	191	9	of	of	ADP
easat-4133	191	10	the	the	DET
easat-4133	191	11	data	datum	NOUN
easat-4133	191	12	,	,	PUNCT
easat-4133	191	13	348	348	NUM
easat-4133	191	14	edelweiss	edelweiss	PROPN
easat-4133	191	15	applied	apply	VERB
easat-4133	191	16	science	science	NOUN
easat-4133	191	17	and	and	CCONJ
easat-4133	191	18	technology	technology	NOUN
easat-4133	191	19	issn	issn	PROPN
easat-4133	191	20	:	:	PUNCT
easat-4133	191	21	2576	2576	NUM
easat-4133	191	22	-	-	SYM
easat-4133	191	23	8484	8484	NUM
easat-4133	191	24	vol	vol	NOUN
easat-4133	191	25	.	.	PROPN
easat-4133	192	1	9	9	NUM
easat-4133	192	2	,	,	PUNCT
easat-4133	192	3	no	no	INTJ
easat-4133	192	4	.	.	NOUN
easat-4133	192	5	1	1	NUM
easat-4133	192	6	:	:	PUNCT
easat-4133	192	7	341	341	NUM
easat-4133	192	8	-	-	SYM
easat-4133	192	9	360	360	NUM
easat-4133	192	10	,	,	PUNCT
easat-4133	192	11	2025	2025	NUM
easat-4133	192	12	doi	doi	NOUN
easat-4133	192	13	:	:	PUNCT
easat-4133	192	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	192	15	©	©	PROPN
easat-4133	192	16	2025	2025	NUM
easat-4133	192	17	by	by	ADP
easat-4133	192	18	the	the	DET
easat-4133	192	19	authors	author	NOUN
easat-4133	192	20	;	;	PUNCT
easat-4133	192	21	licensee	licensee	PROPN
easat-4133	192	22	learning	learning	NOUN
easat-4133	192	23	gate	gate	NOUN
easat-4133	192	24	disrupting	disrupt	VERB
easat-4133	192	25	long	long	ADJ
easat-4133	192	26	-	-	PUNCT
easat-4133	192	27	term	term	NOUN
easat-4133	192	28	correlations	correlation	NOUN
easat-4133	192	29	while	while	SCONJ
easat-4133	192	30	preserving	preserve	VERB
easat-4133	192	31	the	the	DET
easat-4133	192	32	overall	overall	ADJ
easat-4133	192	33	fluctuation	fluctuation	NOUN
easat-4133	192	34	behavior	behavior	NOUN
easat-4133	192	35	.	.	PUNCT
easat-4133	193	1	several	several	ADJ
easat-4133	193	2	techniques	technique	NOUN
easat-4133	193	3	for	for	ADP
easat-4133	193	4	surrogation	surrogation	NOUN
easat-4133	193	5	are	be	AUX
easat-4133	193	6	discussed	discuss	VERB
easat-4133	193	7	in	in	ADP
easat-4133	193	8	the	the	DET
easat-4133	193	9	literature	literature	NOUN
easat-4133	193	10	:	:	PUNCT
easat-4133	193	11	•	•	NUM
easat-4133	193	12	inverse	inverse	NOUN
easat-4133	193	13	fast	fast	ADJ
easat-4133	193	14	fourier	fourier	NOUN
easat-4133	193	15	transform	transform	NOUN
easat-4133	193	16	(	(	PUNCT
easat-4133	193	17	ifft	ifft	PROPN
easat-4133	193	18	)	)	PUNCT
easat-4133	194	1	[	[	X
easat-4133	194	2	16	16	NUM
easat-4133	194	3	]	]	PUNCT
easat-4133	194	4	.	.	PUNCT
easat-4133	195	1	•	•	NUM
easat-4133	195	2	iterated	iterate	VERB
easat-4133	195	3	algorithm	algorithm	NOUN
easat-4133	195	4	(	(	PUNCT
easat-4133	195	5	iaaft	iaaft	NOUN
easat-4133	195	6	)	)	PUNCT
easat-4133	196	1	[	[	X
easat-4133	196	2	17	17	NUM
easat-4133	196	3	]	]	X
easat-4133	196	4	.	.	PUNCT
easat-4133	197	1	•	•	NUM
easat-4133	197	2	statically	statically	ADV
easat-4133	197	3	transformed	transform	VERB
easat-4133	197	4	autoregressive	autoregressive	ADJ
easat-4133	197	5	process	process	NOUN
easat-4133	197	6	(	(	PUNCT
easat-4133	197	7	stap	stap	NOUN
easat-4133	197	8	)	)	PUNCT
easat-4133	198	1	[	[	X
easat-4133	198	2	18	18	NUM
easat-4133	198	3	]	]	PUNCT
easat-4133	198	4	.	.	PUNCT
easat-4133	199	1	4	4	X
easat-4133	199	2	.	.	X
easat-4133	199	3	empirical	empirical	ADJ
easat-4133	199	4	results	result	NOUN
easat-4133	199	5	4.1	4.1	NUM
easat-4133	199	6	.	.	PUNCT
easat-4133	200	1	test	test	NOUN
easat-4133	200	2	for	for	ADP
easat-4133	200	3	non	non	ADJ
easat-4133	200	4	-	-	NOUN
easat-4133	200	5	stationarity	stationarity	ADJ
easat-4133	200	6	we	we	PRON
easat-4133	200	7	applied	apply	VERB
easat-4133	200	8	the	the	DET
easat-4133	200	9	augmented	augment	VERB
easat-4133	200	10	dickey	dickey	NOUN
easat-4133	200	11	-	-	PUNCT
easat-4133	200	12	fuller	full	ADJ
easat-4133	200	13	(	(	PUNCT
easat-4133	200	14	adf	adf	NOUN
easat-4133	200	15	)	)	PUNCT
easat-4133	200	16	test	test	NOUN
easat-4133	200	17	to	to	ADP
easat-4133	200	18	both	both	CCONJ
easat-4133	200	19	the	the	DET
easat-4133	200	20	daily	daily	ADJ
easat-4133	200	21	price	price	NOUN
easat-4133	200	22	series	series	NOUN
easat-4133	200	23	and	and	CCONJ
easat-4133	200	24	the	the	DET
easat-4133	200	25	logarithmic	logarithmic	ADJ
easat-4133	200	26	return	return	NOUN
easat-4133	200	27	series	series	NOUN
easat-4133	200	28	of	of	ADP
easat-4133	200	29	the	the	DET
easat-4133	200	30	six	six	NUM
easat-4133	200	31	pacific	pacific	PROPN
easat-4133	200	32	asia	asia	PROPN
easat-4133	200	33	islamic	islamic	PROPN
easat-4133	200	34	indices	index	NOUN
easat-4133	200	35	.	.	PUNCT
easat-4133	201	1	table	table	NOUN
easat-4133	201	2	1	1	NUM
easat-4133	201	3	shows	show	VERB
easat-4133	201	4	the	the	DET
easat-4133	201	5	results	result	NOUN
easat-4133	201	6	.	.	PUNCT
easat-4133	202	1	table	table	NOUN
easat-4133	202	2	1	1	NUM
easat-4133	202	3	.	.	PUNCT
easat-4133	203	1	adf	adf	NOUN
easat-4133	203	2	test	test	NOUN
easat-4133	203	3	for	for	ADP
easat-4133	203	4	prices	price	NOUN
easat-4133	203	5	and	and	CCONJ
easat-4133	203	6	log	log	NOUN
easat-4133	203	7	-	-	PUNCT
easat-4133	203	8	returns	return	NOUN
easat-4133	203	9	of	of	ADP
easat-4133	203	10	the	the	DET
easat-4133	203	11	six	six	NUM
easat-4133	203	12	pacific	pacific	PROPN
easat-4133	203	13	asia	asia	PROPN
easat-4133	203	14	islamic	islamic	PROPN
easat-4133	203	15	indices	index	NOUN
easat-4133	203	16	.	.	PUNCT
easat-4133	204	1	t	t	NOUN
easat-4133	204	2	-	-	PUNCT
easat-4133	204	3	statistic	statistic	PROPN
easat-4133	204	4	china	china	PROPN
easat-4133	204	5	india	india	PROPN
easat-4133	204	6	indonesia	indonesia	PROPN
easat-4133	204	7	pakistan	pakistan	PROPN
easat-4133	204	8	malaysia	malaysia	PROPN
easat-4133	204	9	thailand	thailand	PROPN
easat-4133	204	10	adf	adf	PROPN
easat-4133	204	11	test	test	NOUN
easat-4133	204	12	statistics	statistic	NOUN
easat-4133	204	13	for	for	ADP
easat-4133	204	14	prices	price	NOUN
easat-4133	204	15	-2.159	-2.159	PUNCT
easat-4133	204	16	0.269	0.269	NUM
easat-4133	204	17	-2.995	-2.995	NOUN
easat-4133	204	18	-1.208	-1.208	NOUN
easat-4133	204	19	-2.780	-2.780	PUNCT
easat-4133	204	20	-3.154	-3.154	X
easat-4133	204	21	adf	adf	PROPN
easat-4133	204	22	test	test	NOUN
easat-4133	204	23	statistics	statistic	NOUN
easat-4133	204	24	for	for	ADP
easat-4133	204	25	returns	return	NOUN
easat-4133	204	26	-56.211	-56.211	PUNCT
easat-4133	204	27	-64.822	-64.822	NOUN
easat-4133	205	1	-58.080	-58.080	PROPN
easat-4133	205	2	-51.849	-51.849	PROPN
easat-4133	205	3	-37.498	-37.498	PROPN
easat-4133	205	4	-38.973	-38.973	PUNCT
easat-4133	205	5	test	test	NOUN
easat-4133	205	6	critical	critical	ADJ
easat-4133	205	7	values	value	NOUN
easat-4133	205	8	level	level	VERB
easat-4133	205	9	1	1	NUM
easat-4133	205	10	%	%	NOUN
easat-4133	205	11	:	:	PUNCT
easat-4133	205	12	-3.961	-3.961	ADJ
easat-4133	205	13	;	;	PUNCT
easat-4133	205	14	level	level	NOUN
easat-4133	205	15	5	5	NUM
easat-4133	205	16	%	%	NOUN
easat-4133	205	17	:	:	PUNCT
easat-4133	205	18	-3.411	-3.411	NUM
easat-4133	205	19	;	;	PUNCT
easat-4133	205	20	level	level	NOUN
easat-4133	205	21	10	10	NUM
easat-4133	205	22	%	%	NOUN
easat-4133	205	23	:	:	PUNCT
easat-4133	205	24	-3.127	-3.127	NOUN
easat-4133	205	25	we	we	PRON
easat-4133	205	26	observe	observe	VERB
easat-4133	205	27	that	that	SCONJ
easat-4133	205	28	all	all	DET
easat-4133	205	29	the	the	DET
easat-4133	205	30	adf	adf	PROPN
easat-4133	205	31	test	test	NOUN
easat-4133	205	32	statistics	statistic	NOUN
easat-4133	205	33	for	for	ADP
easat-4133	205	34	the	the	DET
easat-4133	205	35	daily	daily	ADJ
easat-4133	205	36	prices	price	NOUN
easat-4133	205	37	of	of	ADP
easat-4133	205	38	the	the	DET
easat-4133	205	39	six	six	NUM
easat-4133	205	40	islamic	islamic	ADJ
easat-4133	205	41	indices	index	NOUN
easat-4133	205	42	exceed	exceed	VERB
easat-4133	205	43	the	the	DET
easat-4133	205	44	critical	critical	ADJ
easat-4133	205	45	values	value	NOUN
easat-4133	205	46	at	at	ADP
easat-4133	205	47	the	the	DET
easat-4133	205	48	1	1	NUM
easat-4133	205	49	%	%	NOUN
easat-4133	205	50	,	,	PUNCT
easat-4133	205	51	5	5	NUM
easat-4133	205	52	%	%	NOUN
easat-4133	205	53	,	,	PUNCT
easat-4133	205	54	and	and	CCONJ
easat-4133	205	55	10	10	NUM
easat-4133	205	56	%	%	NOUN
easat-4133	205	57	significance	significance	NOUN
easat-4133	205	58	levels	level	NOUN
easat-4133	205	59	.	.	PUNCT
easat-4133	206	1	therefore	therefore	ADV
easat-4133	206	2	,	,	PUNCT
easat-4133	206	3	we	we	PRON
easat-4133	206	4	fail	fail	VERB
easat-4133	206	5	to	to	PART
easat-4133	206	6	reject	reject	VERB
easat-4133	206	7	the	the	DET
easat-4133	206	8	null	null	ADJ
easat-4133	206	9	hypothesis	hypothesis	NOUN
easat-4133	206	10	of	of	ADP
easat-4133	206	11	a	a	DET
easat-4133	206	12	unit	unit	NOUN
easat-4133	206	13	root	root	NOUN
easat-4133	206	14	,	,	PUNCT
easat-4133	206	15	indicating	indicate	VERB
easat-4133	206	16	that	that	SCONJ
easat-4133	206	17	the	the	DET
easat-4133	206	18	daily	daily	ADJ
easat-4133	206	19	price	price	NOUN
easat-4133	206	20	series	series	NOUN
easat-4133	206	21	of	of	ADP
easat-4133	206	22	the	the	DET
easat-4133	206	23	six	six	NUM
easat-4133	206	24	islamic	islamic	ADJ
easat-4133	206	25	indices	index	NOUN
easat-4133	206	26	are	be	AUX
easat-4133	206	27	generated	generate	VERB
easat-4133	206	28	by	by	ADP
easat-4133	206	29	nonstationary	nonstationary	ADJ
easat-4133	206	30	processes	process	NOUN
easat-4133	206	31	.	.	PUNCT
easat-4133	207	1	it	it	PRON
easat-4133	207	2	is	be	AUX
easat-4133	207	3	also	also	ADV
easat-4133	207	4	noteworthy	noteworthy	ADJ
easat-4133	207	5	that	that	SCONJ
easat-4133	207	6	all	all	DET
easat-4133	207	7	the	the	DET
easat-4133	207	8	adf	adf	PROPN
easat-4133	207	9	test	test	NOUN
easat-4133	207	10	statistics	statistic	NOUN
easat-4133	207	11	for	for	ADP
easat-4133	207	12	the	the	DET
easat-4133	207	13	logarithmic	logarithmic	ADJ
easat-4133	207	14	returns	return	NOUN
easat-4133	207	15	of	of	ADP
easat-4133	207	16	the	the	DET
easat-4133	207	17	six	six	NUM
easat-4133	207	18	islamic	islamic	ADJ
easat-4133	207	19	indices	index	NOUN
easat-4133	207	20	are	be	AUX
easat-4133	207	21	below	below	ADP
easat-4133	207	22	the	the	DET
easat-4133	207	23	critical	critical	ADJ
easat-4133	207	24	values	value	NOUN
easat-4133	207	25	at	at	ADP
easat-4133	207	26	the	the	DET
easat-4133	207	27	1	1	NUM
easat-4133	207	28	%	%	NOUN
easat-4133	207	29	,	,	PUNCT
easat-4133	207	30	5	5	NUM
easat-4133	207	31	%	%	NOUN
easat-4133	207	32	,	,	PUNCT
easat-4133	207	33	and	and	CCONJ
easat-4133	207	34	10	10	NUM
easat-4133	207	35	%	%	NOUN
easat-4133	207	36	significance	significance	NOUN
easat-4133	207	37	levels	level	NOUN
easat-4133	207	38	.	.	PUNCT
easat-4133	208	1	therefore	therefore	ADV
easat-4133	208	2	,	,	PUNCT
easat-4133	208	3	we	we	PRON
easat-4133	208	4	reject	reject	VERB
easat-4133	208	5	the	the	DET
easat-4133	208	6	null	null	ADJ
easat-4133	208	7	hypothesis	hypothesis	NOUN
easat-4133	208	8	of	of	ADP
easat-4133	208	9	a	a	DET
easat-4133	208	10	unit	unit	NOUN
easat-4133	208	11	root	root	NOUN
easat-4133	208	12	,	,	PUNCT
easat-4133	208	13	indicating	indicate	VERB
easat-4133	208	14	that	that	SCONJ
easat-4133	208	15	the	the	DET
easat-4133	208	16	daily	daily	ADJ
easat-4133	208	17	logarithmic	logarithmic	ADJ
easat-4133	208	18	returns	return	NOUN
easat-4133	208	19	series	series	NOUN
easat-4133	208	20	of	of	ADP
easat-4133	208	21	the	the	DET
easat-4133	208	22	six	six	NUM
easat-4133	208	23	islamic	islamic	ADJ
easat-4133	208	24	indices	index	NOUN
easat-4133	208	25	are	be	AUX
easat-4133	208	26	generated	generate	VERB
easat-4133	208	27	by	by	ADP
easat-4133	208	28	a	a	DET
easat-4133	208	29	stationary	stationary	ADJ
easat-4133	208	30	process	process	NOUN
easat-4133	208	31	.	.	PUNCT
easat-4133	209	1	4.2	4.2	NUM
easat-4133	209	2	.	.	PUNCT
easat-4133	209	3	dcca	dcca	PROPN
easat-4133	209	4	cross	cross	ADJ
easat-4133	209	5	-	-	ADJ
easat-4133	209	6	correlation	correlation	ADJ
easat-4133	209	7	coefficient	coefficient	NOUN
easat-4133	209	8	in	in	ADP
easat-4133	209	9	this	this	DET
easat-4133	209	10	section	section	NOUN
easat-4133	209	11	,	,	PUNCT
easat-4133	209	12	the	the	DET
easat-4133	209	13	dcca	dcca	ADJ
easat-4133	209	14	cross	cross	ADJ
easat-4133	209	15	-	-	ADJ
easat-4133	209	16	correlation	correlation	ADJ
easat-4133	209	17	coefficient	coefficient	NOUN
easat-4133	209	18	is	be	AUX
easat-4133	209	19	applied	apply	VERB
easat-4133	209	20	to	to	PART
easat-4133	209	21	quantify	quantify	VERB
easat-4133	209	22	the	the	DET
easat-4133	209	23	cross	cross	NOUN
easat-4133	209	24	-	-	NOUN
easat-4133	209	25	correlation	correlation	NOUN
easat-4133	209	26	between	between	ADP
easat-4133	209	27	the	the	DET
easat-4133	209	28	six	six	NUM
easat-4133	209	29	pacific	pacific	PROPN
easat-4133	209	30	asia	asia	PROPN
easat-4133	209	31	islamic	islamic	PROPN
easat-4133	209	32	indices	index	NOUN
easat-4133	209	33	.	.	PUNCT
easat-4133	210	1	figure	figure	NOUN
easat-4133	210	2	1	1	NUM
easat-4133	210	3	shows	show	VERB
easat-4133	210	4	the	the	DET
easat-4133	210	5	plots	plot	NOUN
easat-4133	210	6	of	of	ADP
easat-4133	210	7	the	the	DET
easat-4133	210	8	dcca	dcca	ADJ
easat-4133	210	9	cross	cross	ADJ
easat-4133	210	10	-	-	ADJ
easat-4133	210	11	correlation	correlation	ADJ
easat-4133	210	12	coefficient	coefficient	NOUN
easat-4133	210	13	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	NOUN
easat-4133	210	14	)	)	PUNCT
easat-4133	210	15	as	as	ADP
easat-4133	210	16	a	a	DET
easat-4133	210	17	function	function	NOUN
easat-4133	210	18	of	of	ADP
easat-4133	210	19	the	the	DET
easat-4133	210	20	variable	variable	ADJ
easat-4133	210	21	𝑠	𝑠	PROPN
easat-4133	210	22	for	for	ADP
easat-4133	210	23	the	the	DET
easat-4133	210	24	15	15	NUM
easat-4133	210	25	pairs	pair	NOUN
easat-4133	210	26	of	of	ADP
easat-4133	210	27	pacific	pacific	PROPN
easat-4133	210	28	asia	asia	PROPN
easat-4133	210	29	islamic	islamic	PROPN
easat-4133	210	30	indices	index	NOUN
easat-4133	210	31	.	.	PUNCT
easat-4133	211	1	349	349	NUM
easat-4133	211	2	edelweiss	edelweiss	PROPN
easat-4133	211	3	applied	apply	VERB
easat-4133	211	4	science	science	NOUN
easat-4133	211	5	and	and	CCONJ
easat-4133	211	6	technology	technology	NOUN
easat-4133	211	7	issn	issn	PROPN
easat-4133	211	8	:	:	PUNCT
easat-4133	211	9	2576	2576	NUM
easat-4133	211	10	-	-	SYM
easat-4133	211	11	8484	8484	NUM
easat-4133	211	12	vol	vol	NOUN
easat-4133	211	13	.	.	PROPN
easat-4133	212	1	9	9	NUM
easat-4133	212	2	,	,	PUNCT
easat-4133	212	3	no	no	INTJ
easat-4133	212	4	.	.	NOUN
easat-4133	212	5	1	1	NUM
easat-4133	212	6	:	:	PUNCT
easat-4133	212	7	341	341	NUM
easat-4133	212	8	-	-	SYM
easat-4133	212	9	360	360	NUM
easat-4133	212	10	,	,	PUNCT
easat-4133	212	11	2025	2025	NUM
easat-4133	212	12	doi	doi	NOUN
easat-4133	212	13	:	:	PUNCT
easat-4133	212	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	212	15	©	©	PROPN
easat-4133	212	16	2025	2025	NUM
easat-4133	212	17	by	by	ADP
easat-4133	212	18	the	the	DET
easat-4133	212	19	authors	author	NOUN
easat-4133	212	20	;	;	PUNCT
easat-4133	213	1	licensee	licensee	PROPN
easat-4133	213	2	learning	learn	VERB
easat-4133	213	3	gate	gate	NOUN
easat-4133	213	4	figure	figure	NOUN
easat-4133	213	5	1	1	NUM
easat-4133	213	6	.	.	PUNCT
easat-4133	213	7	dcca	dcca	PROPN
easat-4133	213	8	cross	cross	ADJ
easat-4133	213	9	-	-	ADJ
easat-4133	213	10	correlation	correlation	ADJ
easat-4133	213	11	coefficient	coefficient	NOUN
easat-4133	213	12	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	NOUN
easat-4133	213	13	)	)	PUNCT
easat-4133	213	14	vs.	vs.	X
easat-4133	213	15	𝑠	𝑠	PROPN
easat-4133	213	16	for	for	ADP
easat-4133	213	17	all	all	DET
easat-4133	213	18	pairs	pair	NOUN
easat-4133	213	19	of	of	ADP
easat-4133	213	20	indices	index	NOUN
easat-4133	213	21	,	,	PUNCT
easat-4133	213	22	𝑠	𝑠	PROPN
easat-4133	213	23	∈	∈	PROPN
easat-4133	213	24	𝑆	𝑆	PROPN
easat-4133	213	25	=	=	PUNCT
easat-4133	214	1	[	[	X
easat-4133	214	2	20	20	NUM
easat-4133	214	3	:	:	SYM
easat-4133	214	4	10	10	NUM
easat-4133	214	5	:	:	SYM
easat-4133	214	6	1500	1500	NUM
easat-4133	214	7	]	]	PUNCT
easat-4133	214	8	.	.	PUNCT
easat-4133	215	1	we	we	PRON
easat-4133	215	2	can	can	AUX
easat-4133	215	3	observe	observe	VERB
easat-4133	215	4	that	that	SCONJ
easat-4133	215	5	all	all	DET
easat-4133	215	6	pairs	pair	NOUN
easat-4133	215	7	of	of	ADP
easat-4133	215	8	the	the	DET
easat-4133	215	9	six	six	NUM
easat-4133	215	10	pacific	pacific	PROPN
easat-4133	215	11	asia	asia	PROPN
easat-4133	215	12	islamic	islamic	PROPN
easat-4133	215	13	indices	index	NOUN
easat-4133	215	14	show	show	VERB
easat-4133	215	15	a	a	DET
easat-4133	215	16	dcca	dcca	NOUN
easat-4133	215	17	cross	cross	NOUN
easat-4133	215	18	-	-	NOUN
easat-4133	215	19	correlation	correlation	NOUN
easat-4133	215	20	with	with	ADP
easat-4133	215	21	0	0	NUM
easat-4133	215	22	<	<	X
easat-4133	215	23	𝜌𝐷𝐶𝐶𝐴(𝑠	𝜌𝐷𝐶𝐶𝐴(𝑠	NOUN
easat-4133	215	24	)	)	PUNCT
easat-4133	215	25	<	<	X
easat-4133	215	26	1	1	NUM
easat-4133	215	27	,	,	PUNCT
easat-4133	215	28	indicating	indicate	VERB
easat-4133	215	29	persistent	persistent	ADJ
easat-4133	215	30	cross	cross	NOUN
easat-4133	215	31	-	-	NOUN
easat-4133	215	32	correlation	correlation	NOUN
easat-4133	215	33	.	.	PUNCT
easat-4133	216	1	this	this	PRON
easat-4133	216	2	suggests	suggest	VERB
easat-4133	216	3	that	that	SCONJ
easat-4133	216	4	these	these	DET
easat-4133	216	5	indices	index	NOUN
easat-4133	216	6	do	do	VERB
easat-4133	216	7	not	not	PART
easat-4133	216	8	350	350	NUM
easat-4133	216	9	edelweiss	edelweiss	PROPN
easat-4133	216	10	applied	apply	VERB
easat-4133	216	11	science	science	NOUN
easat-4133	216	12	and	and	CCONJ
easat-4133	216	13	technology	technology	NOUN
easat-4133	216	14	issn	issn	PROPN
easat-4133	216	15	:	:	PUNCT
easat-4133	216	16	2576	2576	NUM
easat-4133	216	17	-	-	SYM
easat-4133	216	18	8484	8484	NUM
easat-4133	216	19	vol	vol	NOUN
easat-4133	216	20	.	.	PROPN
easat-4133	217	1	9	9	NUM
easat-4133	217	2	,	,	PUNCT
easat-4133	217	3	no	no	INTJ
easat-4133	217	4	.	.	NOUN
easat-4133	217	5	1	1	NUM
easat-4133	217	6	:	:	PUNCT
easat-4133	217	7	341	341	NUM
easat-4133	217	8	-	-	SYM
easat-4133	217	9	360	360	NUM
easat-4133	217	10	,	,	PUNCT
easat-4133	217	11	2025	2025	NUM
easat-4133	217	12	doi	doi	NOUN
easat-4133	217	13	:	:	PUNCT
easat-4133	217	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	217	15	©	©	PROPN
easat-4133	217	16	2025	2025	NUM
easat-4133	217	17	by	by	ADP
easat-4133	217	18	the	the	DET
easat-4133	217	19	authors	author	NOUN
easat-4133	217	20	;	;	PUNCT
easat-4133	217	21	licensee	licensee	PROPN
easat-4133	217	22	learning	learn	VERB
easat-4133	217	23	gate	gate	NOUN
easat-4133	217	24	behave	behave	VERB
easat-4133	217	25	independently	independently	ADV
easat-4133	217	26	;	;	PUNCT
easat-4133	217	27	rather	rather	ADV
easat-4133	217	28	,	,	PUNCT
easat-4133	217	29	their	their	PRON
easat-4133	217	30	movements	movement	NOUN
easat-4133	217	31	are	be	AUX
easat-4133	217	32	interlinked	interlink	VERB
easat-4133	217	33	,	,	PUNCT
easat-4133	217	34	with	with	ADP
easat-4133	217	35	past	past	ADJ
easat-4133	217	36	movements	movement	NOUN
easat-4133	217	37	in	in	ADP
easat-4133	217	38	one	one	NUM
easat-4133	217	39	index	index	NOUN
easat-4133	217	40	having	have	VERB
easat-4133	217	41	a	a	DET
easat-4133	217	42	lasting	lasting	ADJ
easat-4133	217	43	effect	effect	NOUN
easat-4133	217	44	on	on	ADP
easat-4133	217	45	the	the	DET
easat-4133	217	46	others	other	NOUN
easat-4133	217	47	.	.	PUNCT
easat-4133	218	1	this	this	DET
easat-4133	218	2	persistent	persistent	ADJ
easat-4133	218	3	relationship	relationship	NOUN
easat-4133	218	4	implies	imply	VERB
easat-4133	218	5	that	that	SCONJ
easat-4133	218	6	the	the	DET
easat-4133	218	7	indices	index	NOUN
easat-4133	218	8	are	be	AUX
easat-4133	218	9	influenced	influence	VERB
easat-4133	218	10	by	by	ADP
easat-4133	218	11	similar	similar	ADJ
easat-4133	218	12	macroeconomic	macroeconomic	ADJ
easat-4133	218	13	forces	force	NOUN
easat-4133	218	14	,	,	PUNCT
easat-4133	218	15	investor	investor	NOUN
easat-4133	218	16	behavior	behavior	NOUN
easat-4133	218	17	,	,	PUNCT
easat-4133	218	18	or	or	CCONJ
easat-4133	218	19	regional	regional	ADJ
easat-4133	218	20	events	event	NOUN
easat-4133	218	21	that	that	PRON
easat-4133	218	22	affect	affect	VERB
easat-4133	218	23	islamic	islamic	ADJ
easat-4133	218	24	financial	financial	ADJ
easat-4133	218	25	markets	market	NOUN
easat-4133	218	26	in	in	ADP
easat-4133	218	27	the	the	DET
easat-4133	218	28	pacific	pacific	PROPN
easat-4133	218	29	asia	asia	PROPN
easat-4133	218	30	region	region	PROPN
easat-4133	218	31	.	.	PUNCT
easat-4133	219	1	factors	factor	NOUN
easat-4133	219	2	such	such	ADJ
easat-4133	219	3	as	as	ADP
easat-4133	219	4	shared	share	VERB
easat-4133	219	5	geopolitical	geopolitical	ADJ
easat-4133	219	6	conditions	condition	NOUN
easat-4133	219	7	,	,	PUNCT
easat-4133	219	8	trade	trade	NOUN
easat-4133	219	9	relationships	relationship	NOUN
easat-4133	219	10	,	,	PUNCT
easat-4133	219	11	or	or	CCONJ
easat-4133	219	12	economic	economic	ADJ
easat-4133	219	13	policies	policy	NOUN
easat-4133	219	14	may	may	AUX
easat-4133	219	15	contribute	contribute	VERB
easat-4133	219	16	to	to	ADP
easat-4133	219	17	similar	similar	ADJ
easat-4133	219	18	market	market	NOUN
easat-4133	219	19	responses	response	NOUN
easat-4133	219	20	across	across	ADP
easat-4133	219	21	these	these	DET
easat-4133	219	22	indices	index	NOUN
easat-4133	219	23	.	.	PUNCT
easat-4133	220	1	importantly	importantly	ADV
easat-4133	220	2	,	,	PUNCT
easat-4133	220	3	since	since	SCONJ
easat-4133	220	4	the	the	DET
easat-4133	220	5	dcca	dcca	NOUN
easat-4133	220	6	method	method	NOUN
easat-4133	220	7	removes	remove	VERB
easat-4133	220	8	long	long	ADJ
easat-4133	220	9	-	-	PUNCT
easat-4133	220	10	term	term	NOUN
easat-4133	220	11	trends	trend	NOUN
easat-4133	220	12	,	,	PUNCT
easat-4133	220	13	the	the	DET
easat-4133	220	14	observed	observed	ADJ
easat-4133	220	15	cross	cross	NOUN
easat-4133	220	16	-	-	NOUN
easat-4133	220	17	correlation	correlation	NOUN
easat-4133	220	18	reflects	reflect	VERB
easat-4133	220	19	shortto	shortto	ADJ
easat-4133	220	20	mediumterm	mediumterm	NOUN
easat-4133	220	21	fluctuations	fluctuation	NOUN
easat-4133	220	22	in	in	ADP
easat-4133	220	23	the	the	DET
easat-4133	220	24	indices	index	NOUN
easat-4133	220	25	,	,	PUNCT
easat-4133	220	26	rather	rather	ADV
easat-4133	220	27	than	than	ADP
easat-4133	220	28	being	be	AUX
easat-4133	220	29	driven	drive	VERB
easat-4133	220	30	by	by	ADP
easat-4133	220	31	broader	broad	ADJ
easat-4133	220	32	economic	economic	ADJ
easat-4133	220	33	trends	trend	NOUN
easat-4133	220	34	like	like	ADP
easat-4133	220	35	growth	growth	NOUN
easat-4133	220	36	or	or	CCONJ
easat-4133	220	37	inflation	inflation	NOUN
easat-4133	220	38	.	.	PUNCT
easat-4133	221	1	4.3	4.3	NUM
easat-4133	221	2	.	.	PUNCT
easat-4133	221	3	application	application	NOUN
easat-4133	221	4	of	of	ADP
easat-4133	221	5	mf	mf	NOUN
easat-4133	221	6	-	-	PUNCT
easat-4133	221	7	dcca	dcca	NOUN
easat-4133	221	8	in	in	ADP
easat-4133	221	9	this	this	DET
easat-4133	221	10	section	section	NOUN
easat-4133	221	11	,	,	PUNCT
easat-4133	221	12	the	the	DET
easat-4133	221	13	mf	mf	NOUN
easat-4133	221	14	-	-	PUNCT
easat-4133	221	15	dcca	dcca	ADJ
easat-4133	221	16	technique	technique	NOUN
easat-4133	221	17	is	be	AUX
easat-4133	221	18	applied	apply	VERB
easat-4133	221	19	to	to	PART
easat-4133	221	20	analyze	analyze	VERB
easat-4133	221	21	the	the	DET
easat-4133	221	22	multifractal	multifractal	ADJ
easat-4133	221	23	cross	cross	NOUN
easat-4133	221	24	-	-	NOUN
easat-4133	221	25	correlation	correlation	NOUN
easat-4133	221	26	of	of	ADP
easat-4133	221	27	the	the	DET
easat-4133	221	28	six	six	NUM
easat-4133	221	29	pacific	pacific	PROPN
easat-4133	221	30	asia	asia	PROPN
easat-4133	221	31	islamic	islamic	PROPN
easat-4133	221	32	indices	index	NOUN
easat-4133	221	33	.	.	PUNCT
easat-4133	222	1	•	•	NUM
easat-4133	222	2	generalized	generalize	VERB
easat-4133	222	3	hurst	hurst	PROPN
easat-4133	222	4	exponents	exponents	PROPN
easat-4133	222	5	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	222	6	)	)	PUNCT
easat-4133	222	7	figure	figure	NOUN
easat-4133	222	8	2	2	NUM
easat-4133	222	9	shows	show	VERB
easat-4133	222	10	the	the	DET
easat-4133	222	11	plots	plot	NOUN
easat-4133	222	12	of	of	ADP
easat-4133	222	13	the	the	DET
easat-4133	222	14	generalized	generalize	VERB
easat-4133	222	15	hurst	hurst	PROPN
easat-4133	222	16	functions	function	NOUN
easat-4133	222	17	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	222	18	)	)	PUNCT
easat-4133	222	19	as	as	ADP
easat-4133	222	20	function	function	NOUN
easat-4133	222	21	of	of	ADP
easat-4133	222	22	the	the	DET
easat-4133	222	23	variable	variable	NOUN
easat-4133	222	24	𝑞	𝑞	X
easat-4133	222	25	∈	∈	PROPN
easat-4133	223	1	[	[	X
easat-4133	223	2	−45	−45	NOUN
easat-4133	223	3	:	:	PUNCT
easat-4133	223	4	5	5	NUM
easat-4133	223	5	:	:	PUNCT
easat-4133	223	6	−5	−5	ADJ
easat-4133	223	7	,	,	PUNCT
easat-4133	223	8	−4.1	−4.1	ADV
easat-4133	223	9	:	:	PUNCT
easat-4133	223	10	0.1	0.1	NUM
easat-4133	223	11	:	:	PUNCT
easat-4133	223	12	−0.1,0.1	−0.1,0.1	NUM
easat-4133	223	13	:	:	PUNCT
easat-4133	223	14	0.1	0.1	NUM
easat-4133	223	15	:	:	PUNCT
easat-4133	223	16	4.1,5	4.1,5	ADJ
easat-4133	223	17	:	:	PUNCT
easat-4133	223	18	5	5	NUM
easat-4133	223	19	:	:	SYM
easat-4133	223	20	45	45	NUM
easat-4133	223	21	]	]	PUNCT
easat-4133	223	22	for	for	ADP
easat-4133	223	23	all	all	DET
easat-4133	223	24	the	the	DET
easat-4133	223	25	pairs	pair	NOUN
easat-4133	223	26	of	of	ADP
easat-4133	223	27	pacific	pacific	ADJ
easat-4133	223	28	islamic	islamic	PROPN
easat-4133	223	29	indices	index	NOUN
easat-4133	223	30	.	.	PUNCT
easat-4133	224	1	figure	figure	NOUN
easat-4133	224	2	2	2	NUM
easat-4133	224	3	.	.	PUNCT
easat-4133	224	4	generalized	generalize	VERB
easat-4133	224	5	hurst	hurst	PROPN
easat-4133	224	6	exponents	exponents	PROPN
easat-4133	224	7	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	224	8	)	)	PUNCT
easat-4133	224	9	for	for	ADP
easat-4133	224	10	all	all	DET
easat-4133	224	11	pairs	pair	NOUN
easat-4133	224	12	of	of	ADP
easat-4133	224	13	pacific	pacific	ADJ
easat-4133	224	14	islamic	islamic	ADJ
easat-4133	224	15	indices	index	NOUN
easat-4133	224	16	.	.	PUNCT
easat-4133	225	1	as	as	SCONJ
easat-4133	225	2	shown	show	VERB
easat-4133	225	3	in	in	ADP
easat-4133	225	4	the	the	DET
easat-4133	225	5	previous	previous	ADJ
easat-4133	225	6	figure	figure	NOUN
easat-4133	225	7	,	,	PUNCT
easat-4133	225	8	as	as	SCONJ
easat-4133	225	9	𝑞	𝑞	PROPN
easat-4133	225	10	increases	increase	VERB
easat-4133	225	11	from	from	ADP
easat-4133	225	12	-45	-45	PUNCT
easat-4133	225	13	to	to	ADP
easat-4133	225	14	45	45	NUM
easat-4133	225	15	,	,	PUNCT
easat-4133	225	16	the	the	DET
easat-4133	225	17	generalized	generalized	ADJ
easat-4133	225	18	hurst	hurst	PROPN
easat-4133	225	19	exponent	exponent	PROPN
easat-4133	225	20	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-4133	225	21	)	)	PUNCT
easat-4133	225	22	decreases	decrease	VERB
easat-4133	225	23	non	non	ADJ
easat-4133	225	24	-	-	ADJ
easat-4133	225	25	linearly	linearly	ADV
easat-4133	225	26	for	for	ADP
easat-4133	225	27	all	all	DET
easat-4133	225	28	pairs	pair	NOUN
easat-4133	225	29	of	of	ADP
easat-4133	225	30	indices	index	NOUN
easat-4133	225	31	.	.	PUNCT
easat-4133	226	1	this	this	PRON
easat-4133	226	2	indicates	indicate	VERB
easat-4133	226	3	that	that	SCONJ
easat-4133	226	4	the	the	DET
easat-4133	226	5	cross	cross	NOUN
easat-4133	226	6	-	-	NOUN
easat-4133	226	7	correlations	correlation	NOUN
easat-4133	226	8	between	between	ADP
easat-4133	226	9	each	each	DET
easat-4133	226	10	pair	pair	NOUN
easat-4133	226	11	of	of	ADP
easat-4133	226	12	indices	index	NOUN
easat-4133	226	13	exhibits	exhibit	VERB
easat-4133	226	14	multifractal	multifractal	ADJ
easat-4133	226	15	nature	nature	NOUN
easat-4133	226	16	.	.	PUNCT
easat-4133	227	1	351	351	NUM
easat-4133	227	2	edelweiss	edelweiss	PROPN
easat-4133	227	3	applied	apply	VERB
easat-4133	227	4	science	science	NOUN
easat-4133	227	5	and	and	CCONJ
easat-4133	227	6	technology	technology	NOUN
easat-4133	227	7	issn	issn	PROPN
easat-4133	227	8	:	:	PUNCT
easat-4133	227	9	2576	2576	NUM
easat-4133	227	10	-	-	SYM
easat-4133	227	11	8484	8484	NUM
easat-4133	227	12	vol	vol	NOUN
easat-4133	227	13	.	.	PROPN
easat-4133	228	1	9	9	NUM
easat-4133	228	2	,	,	PUNCT
easat-4133	228	3	no	no	INTJ
easat-4133	228	4	.	.	NOUN
easat-4133	228	5	1	1	NUM
easat-4133	228	6	:	:	PUNCT
easat-4133	228	7	341	341	NUM
easat-4133	228	8	-	-	SYM
easat-4133	228	9	360	360	NUM
easat-4133	228	10	,	,	PUNCT
easat-4133	228	11	2025	2025	NUM
easat-4133	228	12	doi	doi	NOUN
easat-4133	228	13	:	:	PUNCT
easat-4133	228	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	228	15	©	©	PROPN
easat-4133	228	16	2025	2025	NUM
easat-4133	228	17	by	by	ADP
easat-4133	228	18	the	the	DET
easat-4133	228	19	authors	author	NOUN
easat-4133	228	20	;	;	PUNCT
easat-4133	228	21	licensee	licensee	PROPN
easat-4133	228	22	learning	learning	NOUN
easat-4133	228	23	gate	gate	NOUN
easat-4133	228	24	we	we	PRON
easat-4133	228	25	observed	observe	VERB
easat-4133	228	26	also	also	ADV
easat-4133	228	27	that	that	SCONJ
easat-4133	228	28	for	for	ADP
easat-4133	228	29	𝑞	𝑞	X
easat-4133	228	30	<	<	X
easat-4133	228	31	0	0	PROPN
easat-4133	228	32	,	,	PUNCT
easat-4133	228	33	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NUM
easat-4133	228	34	)	)	PUNCT
easat-4133	228	35	>	>	X
easat-4133	228	36	0.5	0.5	NUM
easat-4133	228	37	,	,	PUNCT
easat-4133	228	38	whereas	whereas	SCONJ
easat-4133	228	39	for	for	ADP
easat-4133	228	40	𝑞	𝑞	X
easat-4133	228	41	>	>	X
easat-4133	228	42	0	0	PROPN
easat-4133	228	43	,	,	PUNCT
easat-4133	228	44	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NUM
easat-4133	228	45	)	)	PUNCT
easat-4133	228	46	<	<	X
easat-4133	228	47	0.5	0.5	NUM
easat-4133	228	48	.	.	PUNCT
easat-4133	229	1	this	this	PRON
easat-4133	229	2	indicates	indicate	VERB
easat-4133	229	3	a	a	DET
easat-4133	229	4	multifractal	multifractal	ADJ
easat-4133	229	5	structure	structure	NOUN
easat-4133	229	6	in	in	ADP
easat-4133	229	7	the	the	DET
easat-4133	229	8	bivariate	bivariate	ADJ
easat-4133	229	9	time	time	NOUN
easat-4133	229	10	series	series	NOUN
easat-4133	229	11	with	with	ADP
easat-4133	229	12	different	different	ADJ
easat-4133	229	13	scaling	scaling	NOUN
easat-4133	229	14	behaviors	behavior	NOUN
easat-4133	229	15	for	for	ADP
easat-4133	229	16	small	small	ADJ
easat-4133	229	17	and	and	CCONJ
easat-4133	229	18	large	large	ADJ
easat-4133	229	19	fluctuations	fluctuation	NOUN
easat-4133	229	20	.	.	PUNCT
easat-4133	230	1	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	230	2	)	)	PUNCT
easat-4133	230	3	>	>	X
easat-4133	230	4	0.5	0.5	NUM
easat-4133	230	5	for	for	ADP
easat-4133	230	6	𝑞	𝑞	X
easat-4133	230	7	<	<	X
easat-4133	230	8	0	0	NUM
easat-4133	230	9	indicates	indicate	VERB
easat-4133	230	10	persistence	persistence	NOUN
easat-4133	230	11	in	in	ADP
easat-4133	230	12	the	the	DET
easat-4133	230	13	smaller	small	ADJ
easat-4133	230	14	fluctuations	fluctuation	NOUN
easat-4133	230	15	,	,	PUNCT
easat-4133	230	16	meaning	mean	VERB
easat-4133	230	17	that	that	SCONJ
easat-4133	230	18	small	small	ADJ
easat-4133	230	19	changes	change	NOUN
easat-4133	230	20	in	in	ADP
easat-4133	230	21	the	the	DET
easat-4133	230	22	series	series	NOUN
easat-4133	230	23	are	be	AUX
easat-4133	230	24	likely	likely	ADJ
easat-4133	230	25	to	to	PART
easat-4133	230	26	continue	continue	VERB
easat-4133	230	27	in	in	ADP
easat-4133	230	28	the	the	DET
easat-4133	230	29	same	same	ADJ
easat-4133	230	30	direction	direction	NOUN
easat-4133	230	31	.	.	PUNCT
easat-4133	231	1	for	for	ADP
easat-4133	231	2	example	example	NOUN
easat-4133	231	3	,	,	PUNCT
easat-4133	231	4	small	small	ADJ
easat-4133	231	5	positive	positive	ADJ
easat-4133	231	6	returns	return	NOUN
easat-4133	231	7	are	be	AUX
easat-4133	231	8	likely	likely	ADJ
easat-4133	231	9	to	to	PART
easat-4133	231	10	be	be	AUX
easat-4133	231	11	followed	follow	VERB
easat-4133	231	12	by	by	ADP
easat-4133	231	13	further	further	ADJ
easat-4133	231	14	small	small	ADJ
easat-4133	231	15	positive	positive	ADJ
easat-4133	231	16	returns	return	NOUN
easat-4133	231	17	,	,	PUNCT
easat-4133	231	18	showing	show	VERB
easat-4133	231	19	trend	trend	NOUN
easat-4133	231	20	-	-	PUNCT
easat-4133	231	21	following	follow	VERB
easat-4133	231	22	behavior	behavior	NOUN
easat-4133	231	23	at	at	ADP
easat-4133	231	24	smaller	small	ADJ
easat-4133	231	25	scales	scale	NOUN
easat-4133	231	26	.	.	PUNCT
easat-4133	232	1	this	this	DET
easat-4133	232	2	persistence	persistence	NOUN
easat-4133	232	3	suggests	suggest	VERB
easat-4133	232	4	that	that	SCONJ
easat-4133	232	5	the	the	DET
easat-4133	232	6	bivariate	bivariate	ADJ
easat-4133	232	7	time	time	NOUN
easat-4133	232	8	series	series	NOUN
easat-4133	232	9	has	have	VERB
easat-4133	232	10	long	long	ADJ
easat-4133	232	11	-	-	PUNCT
easat-4133	232	12	range	range	NOUN
easat-4133	232	13	correlations	correlation	NOUN
easat-4133	232	14	in	in	ADP
easat-4133	232	15	its	its	PRON
easat-4133	232	16	smaller	small	ADJ
easat-4133	232	17	movements	movement	NOUN
easat-4133	232	18	,	,	PUNCT
easat-4133	232	19	and	and	CCONJ
easat-4133	232	20	it	it	PRON
easat-4133	232	21	may	may	AUX
easat-4133	232	22	be	be	AUX
easat-4133	232	23	more	more	ADV
easat-4133	232	24	predictable	predictable	ADJ
easat-4133	232	25	at	at	ADP
easat-4133	232	26	this	this	DET
easat-4133	232	27	level	level	NOUN
easat-4133	232	28	.	.	PUNCT
easat-4133	233	1	this	this	PRON
easat-4133	233	2	could	could	AUX
easat-4133	233	3	suggest	suggest	VERB
easat-4133	233	4	inefficiency	inefficiency	NOUN
easat-4133	233	5	,	,	PUNCT
easat-4133	233	6	as	as	SCONJ
easat-4133	233	7	small	small	ADJ
easat-4133	233	8	fluctuations	fluctuation	NOUN
easat-4133	233	9	exhibit	exhibit	VERB
easat-4133	233	10	memory	memory	NOUN
easat-4133	233	11	,	,	PUNCT
easat-4133	233	12	potentially	potentially	ADV
easat-4133	233	13	allowing	allow	VERB
easat-4133	233	14	for	for	ADP
easat-4133	233	15	short	short	ADJ
easat-4133	233	16	-	-	PUNCT
easat-4133	233	17	term	term	NOUN
easat-4133	233	18	arbitrage	arbitrage	NOUN
easat-4133	233	19	or	or	CCONJ
easat-4133	233	20	trading	trading	NOUN
easat-4133	233	21	strategies	strategy	NOUN
easat-4133	233	22	based	base	VERB
easat-4133	233	23	on	on	ADP
easat-4133	233	24	these	these	DET
easat-4133	233	25	small	small	ADJ
easat-4133	233	26	movements	movement	NOUN
easat-4133	233	27	.	.	PUNCT
easat-4133	234	1	on	on	ADP
easat-4133	234	2	the	the	DET
easat-4133	234	3	contrary	contrary	NOUN
easat-4133	234	4	,	,	PUNCT
easat-4133	234	5	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NUM
easat-4133	234	6	)	)	PUNCT
easat-4133	234	7	<	<	X
easat-4133	234	8	0.5	0.5	NUM
easat-4133	234	9	for	for	ADP
easat-4133	234	10	𝑞	𝑞	X
easat-4133	234	11	>	>	X
easat-4133	234	12	0	0	PUNCT
easat-4133	234	13	indicates	indicate	VERB
easat-4133	234	14	anti	anti	ADJ
easat-4133	234	15	-	-	NOUN
easat-4133	234	16	persistence	persistence	NOUN
easat-4133	234	17	in	in	ADP
easat-4133	234	18	the	the	DET
easat-4133	234	19	larger	large	ADJ
easat-4133	234	20	fluctuations	fluctuation	NOUN
easat-4133	234	21	,	,	PUNCT
easat-4133	234	22	meaning	mean	VERB
easat-4133	234	23	that	that	SCONJ
easat-4133	234	24	large	large	ADJ
easat-4133	234	25	changes	change	NOUN
easat-4133	234	26	in	in	ADP
easat-4133	234	27	one	one	NUM
easat-4133	234	28	direction	direction	NOUN
easat-4133	234	29	are	be	AUX
easat-4133	234	30	likely	likely	ADJ
easat-4133	234	31	to	to	PART
easat-4133	234	32	be	be	AUX
easat-4133	234	33	followed	follow	VERB
easat-4133	234	34	by	by	ADP
easat-4133	234	35	a	a	DET
easat-4133	234	36	reversal	reversal	NOUN
easat-4133	234	37	or	or	CCONJ
easat-4133	234	38	opposite	opposite	ADJ
easat-4133	234	39	movement	movement	NOUN
easat-4133	234	40	.	.	PUNCT
easat-4133	235	1	for	for	ADP
easat-4133	235	2	example	example	NOUN
easat-4133	235	3	,	,	PUNCT
easat-4133	235	4	a	a	DET
easat-4133	235	5	large	large	ADJ
easat-4133	235	6	positive	positive	ADJ
easat-4133	235	7	return	return	NOUN
easat-4133	235	8	is	be	AUX
easat-4133	235	9	more	more	ADV
easat-4133	235	10	likely	likely	ADJ
easat-4133	235	11	to	to	PART
easat-4133	235	12	be	be	AUX
easat-4133	235	13	followed	follow	VERB
easat-4133	235	14	by	by	ADP
easat-4133	235	15	a	a	DET
easat-4133	235	16	negative	negative	ADJ
easat-4133	235	17	return	return	NOUN
easat-4133	235	18	,	,	PUNCT
easat-4133	235	19	and	and	CCONJ
easat-4133	235	20	vice	vice	ADV
easat-4133	235	21	versa	versa	ADV
easat-4133	235	22	.	.	PUNCT
easat-4133	236	1	this	this	DET
easat-4133	236	2	anti	anti	ADJ
easat-4133	236	3	-	-	ADJ
easat-4133	236	4	persistent	persistent	ADJ
easat-4133	236	5	behavior	behavior	NOUN
easat-4133	236	6	at	at	ADP
easat-4133	236	7	large	large	ADJ
easat-4133	236	8	scales	scale	NOUN
easat-4133	236	9	suggests	suggest	VERB
easat-4133	236	10	that	that	SCONJ
easat-4133	236	11	the	the	DET
easat-4133	236	12	time	time	NOUN
easat-4133	236	13	series	series	PROPN
easat-4133	236	14	tends	tend	VERB
easat-4133	236	15	to	to	PART
easat-4133	236	16	correct	correct	VERB
easat-4133	236	17	itself	itself	PRON
easat-4133	236	18	after	after	ADP
easat-4133	236	19	significant	significant	ADJ
easat-4133	236	20	movements	movement	NOUN
easat-4133	236	21	.	.	PUNCT
easat-4133	237	1	this	this	PRON
easat-4133	237	2	could	could	AUX
easat-4133	237	3	imply	imply	VERB
easat-4133	237	4	overreaction	overreaction	NOUN
easat-4133	237	5	to	to	ADP
easat-4133	237	6	big	big	ADJ
easat-4133	237	7	news	news	NOUN
easat-4133	237	8	or	or	CCONJ
easat-4133	237	9	shocks	shock	NOUN
easat-4133	237	10	,	,	PUNCT
easat-4133	237	11	leading	lead	VERB
easat-4133	237	12	to	to	ADP
easat-4133	237	13	a	a	DET
easat-4133	237	14	reversion	reversion	NOUN
easat-4133	237	15	in	in	ADP
easat-4133	237	16	prices	price	NOUN
easat-4133	237	17	.	.	PUNCT
easat-4133	238	1	large	large	ADJ
easat-4133	238	2	movements	movement	NOUN
easat-4133	238	3	are	be	AUX
easat-4133	238	4	less	less	ADV
easat-4133	238	5	predictable	predictable	ADJ
easat-4133	238	6	,	,	PUNCT
easat-4133	238	7	and	and	CCONJ
easat-4133	238	8	the	the	DET
easat-4133	238	9	market	market	NOUN
easat-4133	238	10	may	may	AUX
easat-4133	238	11	be	be	AUX
easat-4133	238	12	more	more	ADV
easat-4133	238	13	efficient	efficient	ADJ
easat-4133	238	14	at	at	ADP
easat-4133	238	15	correcting	correct	VERB
easat-4133	238	16	extreme	extreme	ADJ
easat-4133	238	17	events	event	NOUN
easat-4133	238	18	.	.	PUNCT
easat-4133	239	1	this	this	DET
easat-4133	239	2	multifractality	multifractality	NOUN
easat-4133	239	3	implies	imply	VERB
easat-4133	239	4	that	that	SCONJ
easat-4133	239	5	the	the	DET
easat-4133	239	6	underlying	underlie	VERB
easat-4133	239	7	process	process	NOUN
easat-4133	239	8	driving	drive	VERB
easat-4133	239	9	the	the	DET
easat-4133	239	10	time	time	NOUN
easat-4133	239	11	series	series	NOUN
easat-4133	239	12	is	be	AUX
easat-4133	239	13	complex	complex	ADJ
easat-4133	239	14	,	,	PUNCT
easat-4133	239	15	with	with	ADP
easat-4133	239	16	varying	vary	VERB
easat-4133	239	17	dynamics	dynamic	NOUN
easat-4133	239	18	depending	depend	VERB
easat-4133	239	19	on	on	ADP
easat-4133	239	20	the	the	DET
easat-4133	239	21	magnitude	magnitude	NOUN
easat-4133	239	22	of	of	ADP
easat-4133	239	23	the	the	DET
easat-4133	239	24	fluctuations	fluctuation	NOUN
easat-4133	239	25	.	.	PUNCT
easat-4133	240	1	this	this	PRON
easat-4133	240	2	could	could	AUX
easat-4133	240	3	indicate	indicate	VERB
easat-4133	240	4	that	that	SCONJ
easat-4133	240	5	different	different	ADJ
easat-4133	240	6	types	type	NOUN
easat-4133	240	7	of	of	ADP
easat-4133	240	8	traders	trader	NOUN
easat-4133	240	9	(	(	PUNCT
easat-4133	240	10	e.g.	e.g.	ADV
easat-4133	240	11	,	,	PUNCT
easat-4133	240	12	short	short	ADJ
easat-4133	240	13	-	-	PUNCT
easat-4133	240	14	term	term	NOUN
easat-4133	240	15	vs.	vs.	ADP
easat-4133	240	16	long	long	ADJ
easat-4133	240	17	-	-	PUNCT
easat-4133	240	18	term	term	NOUN
easat-4133	240	19	traders	trader	NOUN
easat-4133	240	20	)	)	PUNCT
easat-4133	240	21	might	might	AUX
easat-4133	240	22	be	be	AUX
easat-4133	240	23	influencing	influence	VERB
easat-4133	240	24	the	the	DET
easat-4133	240	25	market	market	NOUN
easat-4133	240	26	differently	differently	ADV
easat-4133	240	27	,	,	PUNCT
easat-4133	240	28	leading	lead	VERB
easat-4133	240	29	to	to	ADP
easat-4133	240	30	diverse	diverse	ADJ
easat-4133	240	31	scaling	scaling	NOUN
easat-4133	240	32	behaviors	behavior	NOUN
easat-4133	240	33	across	across	ADP
easat-4133	240	34	different	different	ADJ
easat-4133	240	35	time	time	NOUN
easat-4133	240	36	horizons	horizon	NOUN
easat-4133	240	37	or	or	CCONJ
easat-4133	240	38	fluctuation	fluctuation	NOUN
easat-4133	240	39	sizes	size	NOUN
easat-4133	240	40	.	.	PUNCT
easat-4133	241	1	the	the	DET
easat-4133	241	2	degree	degree	NOUN
easat-4133	241	3	of	of	ADP
easat-4133	241	4	multifractality	multifractality	NOUN
easat-4133	241	5	of	of	ADP
easat-4133	241	6	the	the	DET
easat-4133	241	7	cross	cross	NOUN
easat-4133	241	8	-	-	NOUN
easat-4133	241	9	correlations	correlation	NOUN
easat-4133	241	10	could	could	AUX
easat-4133	241	11	be	be	AUX
easat-4133	241	12	measured	measure	VERB
easat-4133	241	13	by	by	ADP
easat-4133	241	14	the	the	DET
easat-4133	241	15	difference	difference	NOUN
easat-4133	241	16	between	between	ADP
easat-4133	241	17	the	the	DET
easat-4133	241	18	smallest	small	ADJ
easat-4133	241	19	and	and	CCONJ
easat-4133	241	20	largest	large	ADJ
easat-4133	241	21	values	value	NOUN
easat-4133	241	22	of	of	ADP
easat-4133	241	23	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-4133	241	24	):	):	PUNCT
easat-4133	241	25	δ𝐻𝑋𝑌	δ𝐻𝑋𝑌	X
easat-4133	241	26	=	=	SYM
easat-4133	241	27	𝐻𝑋𝑌−𝑀𝑎𝑥	𝐻𝑋𝑌−𝑀𝑎𝑥	ADJ
easat-4133	241	28	−	−	PROPN
easat-4133	241	29	𝐻𝑋𝑌−𝑀𝑖𝑛	𝐻𝑋𝑌−𝑀𝑖𝑛	NOUN
easat-4133	241	30	=	=	SYM
easat-4133	241	31	𝐻𝑋𝑌(𝑞𝑚𝑖𝑛	𝐻𝑋𝑌(𝑞𝑚𝑖𝑛	NOUN
easat-4133	241	32	)	)	PUNCT
easat-4133	241	33	−	−	ADP
easat-4133	241	34	𝐻𝑋𝑌(𝑞𝑚𝑎𝑥	𝐻𝑋𝑌(𝑞𝑚𝑎𝑥	NUM
easat-4133	241	35	)	)	PUNCT
easat-4133	241	36	(	(	PUNCT
easat-4133	241	37	23	23	NUM
easat-4133	241	38	)	)	PUNCT
easat-4133	241	39	the	the	DET
easat-4133	241	40	table	table	NOUN
easat-4133	241	41	below	below	ADP
easat-4133	241	42	present	present	VERB
easat-4133	241	43	the	the	DET
easat-4133	241	44	degree	degree	NOUN
easat-4133	241	45	of	of	ADP
easat-4133	241	46	multifractality	multifractality	NOUN
easat-4133	241	47	for	for	ADP
easat-4133	241	48	the	the	DET
easat-4133	241	49	15	15	NUM
easat-4133	241	50	pairs	pair	NOUN
easat-4133	241	51	of	of	ADP
easat-4133	241	52	indices	index	NOUN
easat-4133	241	53	in	in	ADP
easat-4133	241	54	decreasing	decrease	VERB
easat-4133	241	55	order	order	NOUN
easat-4133	241	56	of	of	ADP
easat-4133	241	57	δ𝐻𝑋𝑌.	δ𝐻𝑋𝑌.	NOUN
easat-4133	241	58	table	table	NOUN
easat-4133	241	59	2	2	NUM
easat-4133	241	60	.	.	PUNCT
easat-4133	241	61	degrees	degree	NOUN
easat-4133	241	62	of	of	ADP
easat-4133	241	63	multifractality	multifractality	NOUN
easat-4133	241	64	of	of	ADP
easat-4133	241	65	the	the	DET
easat-4133	241	66	15	15	NUM
easat-4133	241	67	pairs	pair	NOUN
easat-4133	241	68	cross	cross	NOUN
easat-4133	241	69	-	-	NOUN
easat-4133	241	70	correlations	correlation	NOUN
easat-4133	241	71	based	base	VERB
easat-4133	241	72	on	on	ADP
easat-4133	241	73	the	the	DET
easat-4133	241	74	generalized	generalize	VERB
easat-4133	241	75	hurst	hurst	PROPN
easat-4133	241	76	exponent	exponent	NOUN
easat-4133	241	77	in	in	ADP
easat-4133	241	78	decreasing	decrease	VERB
easat-4133	241	79	order	order	NOUN
easat-4133	241	80	of	of	ADP
easat-4133	241	81	δ𝐻𝑋𝑌.	δ𝐻𝑋𝑌.	INTJ
easat-4133	241	82	rank	rank	NOUN
easat-4133	241	83	pairs	pair	NOUN
easat-4133	241	84	of	of	ADP
easat-4133	241	85	indices	index	NOUN
easat-4133	241	86	𝚫𝑯𝑿𝒀	𝚫𝑯𝑿𝒀	PROPN
easat-4133	241	87	1	1	NUM
easat-4133	241	88	malaysia	malaysia	PROPN
easat-4133	241	89	vs	vs	ADP
easat-4133	241	90	thailand	thailand	PROPN
easat-4133	241	91	0.683	0.683	NUM
easat-4133	241	92	2	2	NUM
easat-4133	241	93	jakarta	jakarta	PROPN
easat-4133	241	94	vs	vs	ADP
easat-4133	241	95	thailand	thailand	PROPN
easat-4133	241	96	0.622	0.622	NUM
easat-4133	241	97	3	3	NUM
easat-4133	241	98	jakarta	jakarta	PROPN
easat-4133	241	99	vs	vs	ADP
easat-4133	241	100	malaysia	malaysia	PROPN
easat-4133	241	101	0.607	0.607	NUM
easat-4133	241	102	4	4	NUM
easat-4133	241	103	karachi	karachi	PROPN
easat-4133	241	104	vs	vs	ADP
easat-4133	241	105	thailand	thailand	PROPN
easat-4133	241	106	0.576	0.576	NUM
easat-4133	241	107	5	5	NUM
easat-4133	241	108	india	india	PROPN
easat-4133	241	109	vs	vs	ADP
easat-4133	241	110	jakarta	jakarta	PROPN
easat-4133	241	111	0.530	0.530	NUM
easat-4133	241	112	6	6	NUM
easat-4133	241	113	india	india	PROPN
easat-4133	241	114	vs	vs	ADP
easat-4133	241	115	thailand	thailand	PROPN
easat-4133	241	116	0.529	0.529	ADV
easat-4133	241	117	7	7	NUM
easat-4133	241	118	jakarta	jakarta	PROPN
easat-4133	241	119	vs	vs	ADP
easat-4133	241	120	karachi	karachi	PROPN
easat-4133	241	121	0.493	0.493	NUM
easat-4133	241	122	8	8	NUM
easat-4133	241	123	india	india	PROPN
easat-4133	241	124	vs	vs	ADP
easat-4133	241	125	malaysia	malaysia	PROPN
easat-4133	241	126	0.466	0.466	NUM
easat-4133	241	127	9	9	NUM
easat-4133	241	128	karachi	karachi	PROPN
easat-4133	241	129	vs	vs	ADP
easat-4133	241	130	malaysia	malaysia	PROPN
easat-4133	241	131	0.457	0.457	NUM
easat-4133	241	132	10	10	NUM
easat-4133	241	133	china	china	PROPN
easat-4133	241	134	vs	vs	ADP
easat-4133	241	135	thailand	thailand	PROPN
easat-4133	241	136	0.428	0.428	NUM
easat-4133	241	137	11	11	NUM
easat-4133	241	138	china	china	PROPN
easat-4133	241	139	vs	vs	ADP
easat-4133	241	140	malaysia	malaysia	PROPN
easat-4133	241	141	0.419	0.419	NUM
easat-4133	241	142	12	12	NUM
easat-4133	241	143	china	china	PROPN
easat-4133	241	144	vs	vs	ADP
easat-4133	241	145	jakarta	jakarta	PROPN
easat-4133	241	146	0.419	0.419	NUM
easat-4133	241	147	13	13	NUM
easat-4133	241	148	india	india	PROPN
easat-4133	241	149	vs	vs	ADP
easat-4133	241	150	karachi	karachi	PROPN
easat-4133	241	151	0.404	0.404	NUM
easat-4133	241	152	14	14	NUM
easat-4133	241	153	china	china	PROPN
easat-4133	241	154	vs	vs	ADP
easat-4133	241	155	india	india	PROPN
easat-4133	241	156	0.367	0.367	NUM
easat-4133	241	157	15	15	NUM
easat-4133	241	158	china	china	PROPN
easat-4133	241	159	vs	vs	ADP
easat-4133	241	160	karachi	karachi	PROPN
easat-4133	241	161	0.337	0.337	NUM
easat-4133	241	162	we	we	PRON
easat-4133	241	163	observed	observe	VERB
easat-4133	241	164	that	that	SCONJ
easat-4133	241	165	all	all	DET
easat-4133	241	166	the	the	DET
easat-4133	241	167	cross	cross	NOUN
easat-4133	241	168	-	-	NOUN
easat-4133	241	169	correlations	correlation	NOUN
easat-4133	241	170	between	between	ADP
easat-4133	241	171	each	each	DET
easat-4133	241	172	pair	pair	NOUN
easat-4133	241	173	of	of	ADP
easat-4133	241	174	indices	index	NOUN
easat-4133	241	175	display	display	VERB
easat-4133	241	176	multifractal	multifractal	ADJ
easat-4133	241	177	behavior	behavior	NOUN
easat-4133	241	178	,	,	PUNCT
easat-4133	241	179	as	as	ADP
easat-4133	241	180	δ𝐻𝑋𝑌	δ𝐻𝑋𝑌	X
easat-4133	241	181	=	=	SYM
easat-4133	241	182	0	0	NUM
easat-4133	241	183	signifies	signify	VERB
easat-4133	241	184	that	that	SCONJ
easat-4133	241	185	the	the	DET
easat-4133	241	186	bivariate	bivariate	ADJ
easat-4133	241	187	time	time	NOUN
easat-4133	241	188	series	series	PROPN
easat-4133	241	189	demonstrate	demonstrate	VERB
easat-4133	241	190	monofractal	monofractal	ADJ
easat-4133	241	191	behavior	behavior	NOUN
easat-4133	241	192	.	.	PUNCT
easat-4133	242	1	•	•	NUM
easat-4133	242	2	rényi	rényi	PROPN
easat-4133	242	3	exponent	exponent	NOUN
easat-4133	242	4	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NOUN
easat-4133	242	5	)	)	PUNCT
easat-4133	242	6	figure	figure	NOUN
easat-4133	242	7	3	3	NUM
easat-4133	242	8	shows	show	VERB
easat-4133	242	9	the	the	DET
easat-4133	242	10	plots	plot	NOUN
easat-4133	242	11	of	of	ADP
easat-4133	242	12	the	the	DET
easat-4133	242	13	rényi	rényi	NOUN
easat-4133	242	14	exponent	exponent	NOUN
easat-4133	242	15	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-4133	242	16	)	)	PUNCT
easat-4133	242	17	as	as	ADP
easat-4133	242	18	a	a	DET
easat-4133	242	19	function	function	NOUN
easat-4133	242	20	of	of	ADP
easat-4133	242	21	the	the	DET
easat-4133	242	22	variable	variable	NOUN
easat-4133	242	23	𝑞	𝑞	X
easat-4133	242	24	∈	∈	PROPN
easat-4133	243	1	[	[	X
easat-4133	243	2	−45	−45	NOUN
easat-4133	243	3	:	:	PUNCT
easat-4133	243	4	5	5	NUM
easat-4133	243	5	:	:	PUNCT
easat-4133	243	6	−5	−5	ADJ
easat-4133	243	7	,	,	PUNCT
easat-4133	243	8	−4.1	−4.1	ADV
easat-4133	243	9	:	:	PUNCT
easat-4133	243	10	0.1	0.1	NUM
easat-4133	243	11	:	:	PUNCT
easat-4133	243	12	−0.1,0.1	−0.1,0.1	NUM
easat-4133	243	13	:	:	PUNCT
easat-4133	243	14	0.1	0.1	NUM
easat-4133	243	15	:	:	PUNCT
easat-4133	243	16	4.1,5	4.1,5	ADJ
easat-4133	243	17	:	:	PUNCT
easat-4133	243	18	5	5	NUM
easat-4133	243	19	:	:	SYM
easat-4133	243	20	45	45	NUM
easat-4133	243	21	]	]	PUNCT
easat-4133	243	22	for	for	ADP
easat-4133	243	23	the	the	DET
easat-4133	243	24	15	15	NUM
easat-4133	243	25	pairs	pair	NOUN
easat-4133	243	26	of	of	ADP
easat-4133	243	27	islamic	islamic	ADJ
easat-4133	243	28	indices	index	NOUN
easat-4133	243	29	.	.	PUNCT
easat-4133	244	1	352	352	NUM
easat-4133	244	2	edelweiss	edelweiss	PROPN
easat-4133	244	3	applied	apply	VERB
easat-4133	244	4	science	science	NOUN
easat-4133	244	5	and	and	CCONJ
easat-4133	244	6	technology	technology	NOUN
easat-4133	244	7	issn	issn	PROPN
easat-4133	244	8	:	:	PUNCT
easat-4133	244	9	2576	2576	NUM
easat-4133	244	10	-	-	SYM
easat-4133	244	11	8484	8484	NUM
easat-4133	244	12	vol	vol	NOUN
easat-4133	244	13	.	.	PROPN
easat-4133	245	1	9	9	NUM
easat-4133	245	2	,	,	PUNCT
easat-4133	245	3	no	no	INTJ
easat-4133	245	4	.	.	NOUN
easat-4133	245	5	1	1	NUM
easat-4133	245	6	:	:	PUNCT
easat-4133	245	7	341	341	NUM
easat-4133	245	8	-	-	SYM
easat-4133	245	9	360	360	NUM
easat-4133	245	10	,	,	PUNCT
easat-4133	245	11	2025	2025	NUM
easat-4133	245	12	doi	doi	NOUN
easat-4133	245	13	:	:	PUNCT
easat-4133	245	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	245	15	©	©	PROPN
easat-4133	245	16	2025	2025	NUM
easat-4133	245	17	by	by	ADP
easat-4133	245	18	the	the	DET
easat-4133	245	19	authors	author	NOUN
easat-4133	245	20	;	;	PUNCT
easat-4133	245	21	licensee	licensee	PROPN
easat-4133	245	22	learning	learn	VERB
easat-4133	245	23	gate	gate	PROPN
easat-4133	245	24	figure	figure	NOUN
easat-4133	245	25	3	3	NUM
easat-4133	245	26	.	.	PUNCT
easat-4133	245	27	rényi	rényi	PROPN
easat-4133	245	28	exponents	exponent	NOUN
easat-4133	245	29	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-4133	245	30	)	)	PUNCT
easat-4133	245	31	for	for	ADP
easat-4133	245	32	all	all	DET
easat-4133	245	33	pairs	pair	NOUN
easat-4133	245	34	of	of	ADP
easat-4133	245	35	indices	index	NOUN
easat-4133	245	36	.	.	PUNCT
easat-4133	246	1	as	as	SCONJ
easat-4133	246	2	shown	show	VERB
easat-4133	246	3	in	in	ADP
easat-4133	246	4	the	the	DET
easat-4133	246	5	previous	previous	ADJ
easat-4133	246	6	figure	figure	NOUN
easat-4133	246	7	,	,	PUNCT
easat-4133	246	8	the	the	DET
easat-4133	246	9	rényi	rényi	NOUN
easat-4133	246	10	exponent	exponent	NOUN
easat-4133	246	11	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	PUNCT
easat-4133	246	12	)	)	PUNCT
easat-4133	246	13	increases	increase	VERB
easat-4133	246	14	non	non	ADJ
easat-4133	246	15	-	-	ADJ
easat-4133	246	16	linearly	linearly	ADV
easat-4133	246	17	as	as	SCONJ
easat-4133	246	18	𝑞	𝑞	NOUN
easat-4133	246	19	increases	increase	NOUN
easat-4133	246	20	from	from	ADP
easat-4133	246	21	-45	-45	PUNCT
easat-4133	246	22	to	to	ADP
easat-4133	246	23	45	45	NUM
easat-4133	246	24	for	for	ADP
easat-4133	246	25	all	all	DET
easat-4133	246	26	pairs	pair	NOUN
easat-4133	246	27	of	of	ADP
easat-4133	246	28	indices	index	NOUN
easat-4133	246	29	.	.	PUNCT
easat-4133	247	1	this	this	PRON
easat-4133	247	2	indicates	indicate	VERB
easat-4133	247	3	that	that	SCONJ
easat-4133	247	4	the	the	DET
easat-4133	247	5	15	15	NUM
easat-4133	247	6	pairs	pair	NOUN
easat-4133	247	7	of	of	ADP
easat-4133	247	8	index	index	NOUN
easat-4133	247	9	returns	return	NOUN
easat-4133	247	10	exhibit	exhibit	VERB
easat-4133	247	11	crosscorrelation	crosscorrelation	NOUN
easat-4133	247	12	with	with	ADP
easat-4133	247	13	multifractal	multifractal	ADJ
easat-4133	247	14	features	feature	NOUN
easat-4133	247	15	.	.	PUNCT
easat-4133	248	1	•	•	NUM
easat-4133	248	2	hölder	hölder	NOUN
easat-4133	248	3	singularity	singularity	NOUN
easat-4133	248	4	spectrum	spectrum	NOUN
easat-4133	248	5	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	NOUN
easat-4133	248	6	)	)	PUNCT
easat-4133	248	7	another	another	DET
easat-4133	248	8	interesting	interesting	ADJ
easat-4133	248	9	way	way	NOUN
easat-4133	248	10	to	to	PART
easat-4133	248	11	characterize	characterize	VERB
easat-4133	248	12	the	the	DET
easat-4133	248	13	multifractality	multifractality	NOUN
easat-4133	248	14	of	of	ADP
easat-4133	248	15	the	the	DET
easat-4133	248	16	cross	cross	NOUN
easat-4133	248	17	-	-	NOUN
easat-4133	248	18	correlations	correlation	NOUN
easat-4133	248	19	of	of	ADP
easat-4133	248	20	the	the	DET
easat-4133	248	21	15	15	NUM
easat-4133	248	22	pairs	pair	NOUN
easat-4133	248	23	of	of	ADP
easat-4133	248	24	indices	index	NOUN
easat-4133	248	25	is	be	AUX
easat-4133	248	26	to	to	PART
easat-4133	248	27	use	use	VERB
easat-4133	248	28	the	the	DET
easat-4133	248	29	hölder	hölder	NOUN
easat-4133	248	30	spectrum	spectrum	NOUN
easat-4133	248	31	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	NOUN
easat-4133	248	32	)	)	PUNCT
easat-4133	248	33	.	.	PUNCT
easat-4133	249	1	figure	figure	NOUN
easat-4133	249	2	4	4	NUM
easat-4133	249	3	shows	show	VERB
easat-4133	249	4	the	the	DET
easat-4133	249	5	plots	plot	NOUN
easat-4133	249	6	of	of	ADP
easat-4133	249	7	the	the	DET
easat-4133	249	8	singularity	singularity	NOUN
easat-4133	249	9	spectra	spectra	NOUN
easat-4133	249	10	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	PROPN
easat-4133	249	11	)	)	PUNCT
easat-4133	249	12	for	for	ADP
easat-4133	249	13	the	the	DET
easat-4133	249	14	15	15	NUM
easat-4133	249	15	pairs	pair	NOUN
easat-4133	249	16	of	of	ADP
easat-4133	249	17	indices	index	NOUN
easat-4133	249	18	.	.	PUNCT
easat-4133	250	1	353	353	NUM
easat-4133	250	2	edelweiss	edelweiss	PROPN
easat-4133	250	3	applied	apply	VERB
easat-4133	250	4	science	science	NOUN
easat-4133	250	5	and	and	CCONJ
easat-4133	250	6	technology	technology	NOUN
easat-4133	250	7	issn	issn	PROPN
easat-4133	250	8	:	:	PUNCT
easat-4133	250	9	2576	2576	NUM
easat-4133	250	10	-	-	SYM
easat-4133	250	11	8484	8484	NUM
easat-4133	250	12	vol	vol	NOUN
easat-4133	250	13	.	.	PROPN
easat-4133	251	1	9	9	NUM
easat-4133	251	2	,	,	PUNCT
easat-4133	251	3	no	no	INTJ
easat-4133	251	4	.	.	NOUN
easat-4133	251	5	1	1	NUM
easat-4133	251	6	:	:	PUNCT
easat-4133	251	7	341	341	NUM
easat-4133	251	8	-	-	SYM
easat-4133	251	9	360	360	NUM
easat-4133	251	10	,	,	PUNCT
easat-4133	251	11	2025	2025	NUM
easat-4133	251	12	doi	doi	NOUN
easat-4133	251	13	:	:	PUNCT
easat-4133	251	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	251	15	©	©	PROPN
easat-4133	251	16	2025	2025	NUM
easat-4133	251	17	by	by	ADP
easat-4133	251	18	the	the	DET
easat-4133	251	19	authors	author	NOUN
easat-4133	251	20	;	;	PUNCT
easat-4133	251	21	licensee	licensee	PROPN
easat-4133	251	22	learning	learn	VERB
easat-4133	251	23	gate	gate	NOUN
easat-4133	251	24	figure	figure	NOUN
easat-4133	251	25	4	4	NUM
easat-4133	251	26	.	.	PUNCT
easat-4133	252	1	hölder	hölder	PROPN
easat-4133	252	2	singularity	singularity	NOUN
easat-4133	252	3	spectrum	spectrum	NOUN
easat-4133	252	4	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	NOUN
easat-4133	252	5	)	)	PUNCT
easat-4133	253	1	for	for	ADP
easat-4133	253	2	all	all	DET
easat-4133	253	3	pairs	pair	NOUN
easat-4133	253	4	of	of	ADP
easat-4133	253	5	indices	index	NOUN
easat-4133	253	6	.	.	PUNCT
easat-4133	254	1	we	we	PRON
easat-4133	254	2	can	can	AUX
easat-4133	254	3	observe	observe	VERB
easat-4133	254	4	in	in	ADP
easat-4133	254	5	this	this	DET
easat-4133	254	6	figure	figure	NOUN
easat-4133	254	7	that	that	SCONJ
easat-4133	254	8	for	for	ADP
easat-4133	254	9	15	15	NUM
easat-4133	254	10	pairs	pair	NOUN
easat-4133	254	11	of	of	ADP
easat-4133	254	12	index	index	NOUN
easat-4133	254	13	returns	return	NOUN
easat-4133	254	14	,	,	PUNCT
easat-4133	254	15	the	the	DET
easat-4133	254	16	curves	curve	NOUN
easat-4133	254	17	of	of	ADP
easat-4133	254	18	the	the	DET
easat-4133	254	19	singularity	singularity	NOUN
easat-4133	254	20	spectrum	spectrum	NOUN
easat-4133	254	21	functions	function	NOUN
easat-4133	254	22	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	NOUN
easat-4133	254	23	)	)	PUNCT
easat-4133	254	24	have	have	VERB
easat-4133	254	25	an	an	DET
easat-4133	254	26	inverted	inverted	ADJ
easat-4133	254	27	parabolic	parabolic	ADJ
easat-4133	254	28	shapes	shape	NOUN
easat-4133	254	29	.	.	PUNCT
easat-4133	255	1	this	this	PRON
easat-4133	255	2	indicates	indicate	VERB
easat-4133	255	3	that	that	SCONJ
easat-4133	255	4	the	the	DET
easat-4133	255	5	cross	cross	NOUN
easat-4133	255	6	-	-	NOUN
easat-4133	255	7	correlations	correlation	NOUN
easat-4133	255	8	of	of	ADP
easat-4133	255	9	the	the	DET
easat-4133	255	10	15	15	NUM
easat-4133	255	11	pairs	pair	NOUN
easat-4133	255	12	of	of	ADP
easat-4133	255	13	indices	index	NOUN
easat-4133	255	14	exhibit	exhibit	VERB
easat-4133	255	15	multifractal	multifractal	ADJ
easat-4133	255	16	nature	nature	NOUN
easat-4133	255	17	.	.	PUNCT
easat-4133	256	1	the	the	DET
easat-4133	256	2	degree	degree	NOUN
easat-4133	256	3	of	of	ADP
easat-4133	256	4	multifractality	multifractality	NOUN
easat-4133	256	5	can	can	AUX
easat-4133	256	6	be	be	AUX
easat-4133	256	7	measured	measure	VERB
easat-4133	256	8	by	by	ADP
easat-4133	256	9	calculating	calculate	VERB
easat-4133	256	10	the	the	DET
easat-4133	256	11	width	width	NOUN
easat-4133	256	12	of	of	ADP
easat-4133	256	13	the	the	DET
easat-4133	256	14	spectrum	spectrum	NOUN
easat-4133	256	15	,	,	PUNCT
easat-4133	256	16	given	give	VERB
easat-4133	256	17	by	by	ADP
easat-4133	256	18	:	:	PUNCT
easat-4133	256	19	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-4133	256	20	=	=	SYM
easat-4133	257	1	𝛼𝑋𝑌−𝑚𝑎𝑥	𝛼𝑋𝑌−𝑚𝑎𝑥	PRON
easat-4133	257	2	−	−	NOUN
easat-4133	257	3	𝛼𝑋𝑌−𝑚𝑖𝑛	𝛼𝑋𝑌−𝑚𝑖𝑛	PROPN
easat-4133	257	4	(	(	PUNCT
easat-4133	257	5	24	24	NUM
easat-4133	257	6	)	)	PUNCT
easat-4133	257	7	the	the	DET
easat-4133	257	8	table	table	NOUN
easat-4133	257	9	below	below	ADP
easat-4133	257	10	present	present	VERB
easat-4133	257	11	the	the	DET
easat-4133	257	12	degree	degree	NOUN
easat-4133	257	13	of	of	ADP
easat-4133	257	14	multifractality	multifractality	NOUN
easat-4133	257	15	for	for	ADP
easat-4133	257	16	the	the	DET
easat-4133	257	17	15	15	NUM
easat-4133	257	18	pairs	pair	NOUN
easat-4133	257	19	based	base	VERB
easat-4133	257	20	on	on	ADP
easat-4133	257	21	the	the	DET
easat-4133	257	22	generalized	generalized	ADJ
easat-4133	257	23	the	the	DET
easat-4133	257	24	singularity	singularity	NOUN
easat-4133	257	25	spectrum	spectrum	NOUN
easat-4133	257	26	in	in	ADP
easat-4133	257	27	decreasing	decrease	VERB
easat-4133	257	28	order	order	NOUN
easat-4133	257	29	of	of	ADP
easat-4133	257	30	∆𝛼𝑋𝑌.	∆𝛼𝑋𝑌.	PUNCT
easat-4133	257	31	table	table	NOUN
easat-4133	257	32	3	3	NUM
easat-4133	257	33	.	.	PUNCT
easat-4133	257	34	degrees	degree	NOUN
easat-4133	257	35	of	of	ADP
easat-4133	257	36	multifractality	multifractality	NOUN
easat-4133	257	37	based	base	VERB
easat-4133	257	38	on	on	ADP
easat-4133	257	39	the	the	DET
easat-4133	257	40	singularity	singularity	NOUN
easat-4133	257	41	spectrum	spectrum	NOUN
easat-4133	257	42	for	for	ADP
easat-4133	257	43	the15	the15	NOUN
easat-4133	257	44	pairs	pair	NOUN
easat-4133	257	45	of	of	ADP
easat-4133	257	46	indices	index	NOUN
easat-4133	257	47	in	in	ADP
easat-4133	257	48	decreasing	decrease	VERB
easat-4133	257	49	order	order	NOUN
easat-4133	257	50	of	of	ADP
easat-4133	257	51	∆𝛼𝑋𝑌.	∆𝛼𝑋𝑌.	PUNCT
easat-4133	257	52	rank	rank	NOUN
easat-4133	257	53	pairs	pair	NOUN
easat-4133	257	54	of	of	ADP
easat-4133	257	55	indices	index	NOUN
easat-4133	257	56	∆𝜶𝑿𝒀	∆𝜶𝑿𝒀	PUNCT
easat-4133	257	57	1	1	NUM
easat-4133	257	58	malaysia	malaysia	PROPN
easat-4133	257	59	vs	vs	ADP
easat-4133	257	60	thailand	thailand	PROPN
easat-4133	257	61	0,732	0,732	NUM
easat-4133	257	62	2	2	NUM
easat-4133	257	63	jakarta	jakarta	PROPN
easat-4133	257	64	vs	vs	ADP
easat-4133	257	65	thailand	thailand	PROPN
easat-4133	257	66	0,669	0,669	NUM
easat-4133	257	67	3	3	NUM
easat-4133	257	68	jakarta	jakarta	PROPN
easat-4133	257	69	vs	vs	ADP
easat-4133	257	70	malaysia	malaysia	PROPN
easat-4133	257	71	0,655	0,655	NUM
easat-4133	257	72	4	4	NUM
easat-4133	257	73	karachi	karachi	PROPN
easat-4133	257	74	vs	vs	ADP
easat-4133	257	75	thailand	thailand	PROPN
easat-4133	257	76	0,623	0,623	NUM
easat-4133	257	77	5	5	NUM
easat-4133	257	78	india	india	PROPN
easat-4133	257	79	vs	vs	ADP
easat-4133	257	80	jakarta	jakarta	PROPN
easat-4133	257	81	0,576	0,576	NUM
easat-4133	257	82	6	6	NUM
easat-4133	257	83	india	india	PROPN
easat-4133	257	84	vs	vs	ADP
easat-4133	257	85	thailand	thailand	PROPN
easat-4133	257	86	0,575	0,575	NUM
easat-4133	257	87	7	7	NUM
easat-4133	257	88	jakarta	jakarta	PROPN
easat-4133	257	89	vs	vs	ADP
easat-4133	257	90	karachi	karachi	PROPN
easat-4133	257	91	0,537	0,537	NUM
easat-4133	257	92	8	8	NUM
easat-4133	257	93	india	india	PROPN
easat-4133	257	94	vs	vs	ADP
easat-4133	257	95	malaysia	malaysia	PROPN
easat-4133	257	96	0,513	0,513	NUM
easat-4133	257	97	9	9	NUM
easat-4133	257	98	karachi	karachi	PROPN
easat-4133	257	99	vs	vs	ADP
easat-4133	257	100	malaysia	malaysia	PROPN
easat-4133	257	101	0,504	0,504	NUM
easat-4133	257	102	10	10	NUM
easat-4133	257	103	china	china	PROPN
easat-4133	257	104	vs	vs	ADP
easat-4133	257	105	thailand	thailand	PROPN
easat-4133	257	106	0,472	0,472	NUM
easat-4133	257	107	11	11	NUM
easat-4133	257	108	china	china	PROPN
easat-4133	257	109	vs	vs	ADP
easat-4133	257	110	malaysia	malaysia	PROPN
easat-4133	257	111	0,462	0,462	NUM
easat-4133	257	112	12	12	NUM
easat-4133	257	113	china	china	PROPN
easat-4133	257	114	vs	vs	ADP
easat-4133	257	115	jakarta	jakarta	PROPN
easat-4133	257	116	0,462	0,462	NUM
easat-4133	257	117	354	354	NUM
easat-4133	257	118	edelweiss	edelweiss	PROPN
easat-4133	257	119	applied	apply	VERB
easat-4133	257	120	science	science	NOUN
easat-4133	257	121	and	and	CCONJ
easat-4133	257	122	technology	technology	NOUN
easat-4133	257	123	issn	issn	PROPN
easat-4133	257	124	:	:	PUNCT
easat-4133	257	125	2576	2576	NUM
easat-4133	257	126	-	-	SYM
easat-4133	257	127	8484	8484	NUM
easat-4133	257	128	vol	vol	NOUN
easat-4133	257	129	.	.	PROPN
easat-4133	258	1	9	9	NUM
easat-4133	258	2	,	,	PUNCT
easat-4133	258	3	no	no	INTJ
easat-4133	258	4	.	.	NOUN
easat-4133	258	5	1	1	NUM
easat-4133	258	6	:	:	PUNCT
easat-4133	258	7	341	341	NUM
easat-4133	258	8	-	-	SYM
easat-4133	258	9	360	360	NUM
easat-4133	258	10	,	,	PUNCT
easat-4133	258	11	2025	2025	NUM
easat-4133	258	12	doi	doi	NOUN
easat-4133	258	13	:	:	PUNCT
easat-4133	258	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	258	15	©	©	PROPN
easat-4133	258	16	2025	2025	NUM
easat-4133	258	17	by	by	ADP
easat-4133	258	18	the	the	DET
easat-4133	258	19	authors	author	NOUN
easat-4133	258	20	;	;	PUNCT
easat-4133	258	21	licensee	licensee	PROPN
easat-4133	258	22	learning	learning	NOUN
easat-4133	258	23	gate	gate	NOUN
easat-4133	258	24	we	we	PRON
easat-4133	258	25	observed	observe	VERB
easat-4133	258	26	that	that	SCONJ
easat-4133	258	27	all	all	DET
easat-4133	258	28	the	the	DET
easat-4133	258	29	cross	cross	NOUN
easat-4133	258	30	-	-	NOUN
easat-4133	258	31	correlations	correlation	NOUN
easat-4133	258	32	between	between	ADP
easat-4133	258	33	each	each	DET
easat-4133	258	34	pair	pair	NOUN
easat-4133	258	35	of	of	ADP
easat-4133	258	36	indices	index	NOUN
easat-4133	258	37	display	display	VERB
easat-4133	258	38	multifractal	multifractal	ADJ
easat-4133	258	39	behavior	behavior	NOUN
easat-4133	258	40	,	,	PUNCT
easat-4133	258	41	as	as	ADP
easat-4133	258	42	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-4133	258	43	=	=	SYM
easat-4133	258	44	0	0	NUM
easat-4133	258	45	signifies	signify	VERB
easat-4133	258	46	that	that	SCONJ
easat-4133	258	47	the	the	DET
easat-4133	258	48	bivariate	bivariate	ADJ
easat-4133	258	49	time	time	NOUN
easat-4133	258	50	series	series	PROPN
easat-4133	258	51	demonstrate	demonstrate	VERB
easat-4133	258	52	monofractal	monofractal	ADJ
easat-4133	258	53	behavior	behavior	NOUN
easat-4133	258	54	.	.	PUNCT
easat-4133	259	1	in	in	ADP
easat-4133	259	2	conclusion	conclusion	NOUN
easat-4133	259	3	,	,	PUNCT
easat-4133	259	4	the	the	DET
easat-4133	259	5	analysis	analysis	NOUN
easat-4133	259	6	,	,	PUNCT
easat-4133	259	7	which	which	PRON
easat-4133	259	8	includes	include	VERB
easat-4133	259	9	the	the	DET
easat-4133	259	10	evaluation	evaluation	NOUN
easat-4133	259	11	of	of	ADP
easat-4133	259	12	generalized	generalized	ADJ
easat-4133	259	13	hurst	hurst	PROPN
easat-4133	259	14	exponents	exponents	PROPN
easat-4133	259	15	,	,	PUNCT
easat-4133	259	16	rényi	rényi	NOUN
easat-4133	259	17	exponents	exponent	NOUN
easat-4133	259	18	,	,	PUNCT
easat-4133	259	19	and	and	CCONJ
easat-4133	259	20	singularity	singularity	NOUN
easat-4133	259	21	spectrum	spectrum	NOUN
easat-4133	259	22	functions	function	NOUN
easat-4133	259	23	,	,	PUNCT
easat-4133	259	24	confirms	confirm	VERB
easat-4133	259	25	the	the	DET
easat-4133	259	26	presence	presence	NOUN
easat-4133	259	27	of	of	ADP
easat-4133	259	28	multifractal	multifractal	ADJ
easat-4133	259	29	cross	cross	NOUN
easat-4133	259	30	-	-	NOUN
easat-4133	259	31	correlations	correlation	NOUN
easat-4133	259	32	among	among	ADP
easat-4133	259	33	the	the	DET
easat-4133	259	34	islamic	islamic	ADJ
easat-4133	259	35	stock	stock	NOUN
easat-4133	259	36	markets	market	NOUN
easat-4133	259	37	in	in	ADP
easat-4133	259	38	the	the	DET
easat-4133	259	39	pacific	pacific	PROPN
easat-4133	259	40	asia	asia	PROPN
easat-4133	259	41	region	region	PROPN
easat-4133	259	42	.	.	PUNCT
easat-4133	260	1	these	these	DET
easat-4133	260	2	multifractal	multifractal	ADJ
easat-4133	260	3	cross	cross	NOUN
easat-4133	260	4	-	-	NOUN
easat-4133	260	5	correlations	correlation	NOUN
easat-4133	260	6	suggest	suggest	VERB
easat-4133	260	7	that	that	SCONJ
easat-4133	260	8	the	the	DET
easat-4133	260	9	interdependence	interdependence	NOUN
easat-4133	260	10	between	between	ADP
easat-4133	260	11	these	these	DET
easat-4133	260	12	markets	market	NOUN
easat-4133	260	13	is	be	AUX
easat-4133	260	14	nonlinear	nonlinear	ADJ
easat-4133	260	15	and	and	CCONJ
easat-4133	260	16	varies	vary	VERB
easat-4133	260	17	across	across	ADP
easat-4133	260	18	different	different	ADJ
easat-4133	260	19	time	time	NOUN
easat-4133	260	20	scales	scale	NOUN
easat-4133	260	21	.	.	PUNCT
easat-4133	261	1	specifically	specifically	ADV
easat-4133	261	2	,	,	PUNCT
easat-4133	261	3	the	the	DET
easat-4133	261	4	relationship	relationship	NOUN
easat-4133	261	5	between	between	ADP
easat-4133	261	6	the	the	DET
easat-4133	261	7	markets	market	NOUN
easat-4133	261	8	may	may	AUX
easat-4133	261	9	differ	differ	VERB
easat-4133	261	10	at	at	ADP
easat-4133	261	11	short	short	ADJ
easat-4133	261	12	,	,	PUNCT
easat-4133	261	13	medium	medium	ADJ
easat-4133	261	14	,	,	PUNCT
easat-4133	261	15	and	and	CCONJ
easat-4133	261	16	long	long	ADJ
easat-4133	261	17	-	-	PUNCT
easat-4133	261	18	term	term	NOUN
easat-4133	261	19	horizons	horizon	NOUN
easat-4133	261	20	.	.	PUNCT
easat-4133	262	1	for	for	ADP
easat-4133	262	2	example	example	NOUN
easat-4133	262	3	,	,	PUNCT
easat-4133	262	4	short	short	ADJ
easat-4133	262	5	-	-	PUNCT
easat-4133	262	6	term	term	NOUN
easat-4133	262	7	co	co	NOUN
easat-4133	262	8	-	-	NOUN
easat-4133	262	9	movements	movement	NOUN
easat-4133	262	10	may	may	AUX
easat-4133	262	11	be	be	AUX
easat-4133	262	12	driven	drive	VERB
easat-4133	262	13	by	by	ADP
easat-4133	262	14	factors	factor	NOUN
easat-4133	262	15	such	such	ADJ
easat-4133	262	16	as	as	ADP
easat-4133	262	17	regional	regional	ADJ
easat-4133	262	18	news	news	NOUN
easat-4133	262	19	or	or	CCONJ
easat-4133	262	20	investor	investor	NOUN
easat-4133	262	21	sentiment	sentiment	NOUN
easat-4133	262	22	,	,	PUNCT
easat-4133	262	23	while	while	SCONJ
easat-4133	262	24	at	at	ADP
easat-4133	262	25	longer	long	ADJ
easat-4133	262	26	time	time	NOUN
easat-4133	262	27	scales	scale	NOUN
easat-4133	262	28	,	,	PUNCT
easat-4133	262	29	macroeconomic	macroeconomic	ADJ
easat-4133	262	30	conditions	condition	NOUN
easat-4133	262	31	or	or	CCONJ
easat-4133	262	32	global	global	ADJ
easat-4133	262	33	events	event	NOUN
easat-4133	262	34	could	could	AUX
easat-4133	262	35	play	play	VERB
easat-4133	262	36	a	a	DET
easat-4133	262	37	more	more	ADV
easat-4133	262	38	dominant	dominant	ADJ
easat-4133	262	39	role	role	NOUN
easat-4133	262	40	in	in	ADP
easat-4133	262	41	shaping	shape	VERB
easat-4133	262	42	the	the	DET
easat-4133	262	43	correlations	correlation	NOUN
easat-4133	262	44	.	.	PUNCT
easat-4133	263	1	4.4	4.4	NUM
easat-4133	263	2	.	.	PUNCT
easat-4133	263	3	source	source	NOUN
easat-4133	263	4	of	of	ADP
easat-4133	263	5	multifractality	multifractality	NOUN
easat-4133	263	6	for	for	ADP
easat-4133	263	7	the	the	DET
easat-4133	263	8	cross	cross	NOUN
easat-4133	263	9	-	-	NOUN
easat-4133	263	10	correlations	correlation	NOUN
easat-4133	263	11	as	as	SCONJ
easat-4133	263	12	previously	previously	ADV
easat-4133	263	13	noted	note	VERB
easat-4133	263	14	,	,	PUNCT
easat-4133	263	15	there	there	PRON
easat-4133	263	16	are	be	VERB
easat-4133	263	17	two	two	NUM
easat-4133	263	18	different	different	ADJ
easat-4133	263	19	sources	source	NOUN
easat-4133	263	20	of	of	ADP
easat-4133	263	21	multifractality	multifractality	NOUN
easat-4133	263	22	,	,	PUNCT
easat-4133	263	23	long	long	ADJ
easat-4133	263	24	-	-	PUNCT
easat-4133	263	25	term	term	NOUN
easat-4133	263	26	temporal	temporal	ADJ
easat-4133	263	27	crosscorrelations	crosscorrelation	NOUN
easat-4133	263	28	and	and	CCONJ
easat-4133	263	29	the	the	DET
easat-4133	263	30	heavy	heavy	ADJ
easat-4133	263	31	tails	tail	NOUN
easat-4133	263	32	distributions	distribution	NOUN
easat-4133	263	33	.	.	PUNCT
easat-4133	264	1	to	to	PART
easat-4133	264	2	determine	determine	VERB
easat-4133	264	3	how	how	SCONJ
easat-4133	264	4	each	each	DET
easat-4133	264	5	source	source	NOUN
easat-4133	264	6	contributes	contribute	VERB
easat-4133	264	7	to	to	ADP
easat-4133	264	8	the	the	DET
easat-4133	264	9	overall	overall	ADJ
easat-4133	264	10	cross	cross	ADJ
easat-4133	264	11	-	-	ADJ
easat-4133	264	12	correlations	correlation	NOUN
easat-4133	264	13	multifractality	multifractality	NOUN
easat-4133	264	14	,	,	PUNCT
easat-4133	264	15	two	two	NUM
easat-4133	264	16	transformations	transformation	NOUN
easat-4133	264	17	are	be	AUX
easat-4133	264	18	applied	apply	VERB
easat-4133	264	19	on	on	ADP
easat-4133	264	20	the	the	DET
easat-4133	264	21	original	original	ADJ
easat-4133	264	22	geometric	geometric	ADJ
easat-4133	264	23	return	return	NOUN
easat-4133	264	24	series	series	NOUN
easat-4133	264	25	:	:	PUNCT
easat-4133	264	26	the	the	DET
easat-4133	264	27	shuffling	shuffling	NOUN
easat-4133	264	28	and	and	CCONJ
easat-4133	264	29	the	the	DET
easat-4133	264	30	surrogation	surrogation	NOUN
easat-4133	264	31	.	.	PUNCT
easat-4133	265	1	in	in	ADP
easat-4133	265	2	this	this	DET
easat-4133	265	3	study	study	NOUN
easat-4133	265	4	,	,	PUNCT
easat-4133	265	5	two	two	NUM
easat-4133	265	6	shuffling	shuffle	VERB
easat-4133	265	7	techniques	technique	NOUN
easat-4133	265	8	were	be	AUX
easat-4133	265	9	used	use	VERB
easat-4133	265	10	,	,	PUNCT
easat-4133	265	11	namely	namely	ADV
easat-4133	265	12	“	"	PUNCT
easat-4133	265	13	randperm	randperm	NOUN
easat-4133	265	14	”	"	PUNCT
easat-4133	265	15	and	and	CCONJ
easat-4133	265	16	“	"	PUNCT
easat-4133	265	17	randi	randi	NOUN
easat-4133	265	18	”	"	PUNCT
easat-4133	265	19	.	.	PUNCT
easat-4133	266	1	for	for	ADP
easat-4133	266	2	phase	phase	NOUN
easat-4133	266	3	surrogation	surrogation	NOUN
easat-4133	266	4	,	,	PUNCT
easat-4133	266	5	the	the	DET
easat-4133	266	6	inverse	inverse	NOUN
easat-4133	266	7	fast	fast	ADJ
easat-4133	266	8	fourier	fourier	NOUN
easat-4133	266	9	transform	transform	NOUN
easat-4133	266	10	(	(	PUNCT
easat-4133	266	11	ifft	ifft	PROPN
easat-4133	266	12	)	)	PUNCT
easat-4133	266	13	method	method	NOUN
easat-4133	267	1	[	[	X
easat-4133	267	2	16	16	NUM
easat-4133	267	3	]	]	PUNCT
easat-4133	267	4	is	be	AUX
easat-4133	267	5	applied	apply	VERB
easat-4133	267	6	.	.	PUNCT
easat-4133	268	1	figure	figure	NOUN
easat-4133	268	2	5	5	NUM
easat-4133	268	3	and	and	CCONJ
easat-4133	268	4	figure	figure	VERB
easat-4133	268	5	6	6	NUM
easat-4133	268	6	compare	compare	VERB
easat-4133	268	7	the	the	DET
easat-4133	268	8	curves	curve	NOUN
easat-4133	268	9	of	of	ADP
easat-4133	268	10	the	the	DET
easat-4133	268	11	generalized	generalized	ADJ
easat-4133	268	12	hurst	hurst	PROPN
easat-4133	268	13	exponent	exponent	PROPN
easat-4133	268	14	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-4133	268	15	)	)	PUNCT
easat-4133	268	16	and	and	CCONJ
easat-4133	268	17	the	the	DET
easat-4133	268	18	curves	curve	NOUN
easat-4133	268	19	of	of	ADP
easat-4133	268	20	the	the	DET
easat-4133	268	21	singularity	singularity	NOUN
easat-4133	268	22	spectrum	spectrum	NOUN
easat-4133	268	23	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	NOUN
easat-4133	268	24	)	)	PUNCT
easat-4133	268	25	for	for	ADP
easat-4133	268	26	the	the	DET
easat-4133	268	27	15	15	NUM
easat-4133	268	28	original	original	ADJ
easat-4133	268	29	pairs	pair	NOUN
easat-4133	268	30	of	of	ADP
easat-4133	268	31	index	index	NOUN
easat-4133	268	32	returns	return	NOUN
easat-4133	268	33	series	series	NOUN
easat-4133	268	34	with	with	ADP
easat-4133	268	35	those	those	PRON
easat-4133	268	36	of	of	ADP
easat-4133	268	37	the	the	DET
easat-4133	268	38	surrogate	surrogate	NOUN
easat-4133	268	39	and	and	CCONJ
easat-4133	268	40	the	the	DET
easat-4133	268	41	shuffled	shuffle	VERB
easat-4133	268	42	series	series	NOUN
easat-4133	268	43	.	.	PUNCT
easat-4133	269	1	13	13	NUM
easat-4133	269	2	india	india	PROPN
easat-4133	269	3	vs	vs	ADP
easat-4133	269	4	karachi	karachi	PROPN
easat-4133	269	5	0,449	0,449	PROPN
easat-4133	269	6	14	14	NUM
easat-4133	269	7	china	china	PROPN
easat-4133	269	8	vs	vs	ADP
easat-4133	269	9	india	india	PROPN
easat-4133	269	10	0,413	0,413	NUM
easat-4133	269	11	15	15	NUM
easat-4133	269	12	china	china	PROPN
easat-4133	269	13	vs	vs	ADP
easat-4133	269	14	karachi	karachi	PROPN
easat-4133	269	15	0,383	0,383	NUM
easat-4133	269	16	355	355	NUM
easat-4133	269	17	edelweiss	edelweiss	PROPN
easat-4133	269	18	applied	apply	VERB
easat-4133	269	19	science	science	NOUN
easat-4133	269	20	and	and	CCONJ
easat-4133	269	21	technology	technology	NOUN
easat-4133	269	22	issn	issn	PROPN
easat-4133	269	23	:	:	PUNCT
easat-4133	269	24	2576	2576	NUM
easat-4133	269	25	-	-	SYM
easat-4133	269	26	8484	8484	NUM
easat-4133	269	27	vol	vol	NOUN
easat-4133	269	28	.	.	PROPN
easat-4133	270	1	9	9	NUM
easat-4133	270	2	,	,	PUNCT
easat-4133	270	3	no	no	INTJ
easat-4133	270	4	.	.	NOUN
easat-4133	270	5	1	1	NUM
easat-4133	270	6	:	:	PUNCT
easat-4133	270	7	341	341	NUM
easat-4133	270	8	-	-	SYM
easat-4133	270	9	360	360	NUM
easat-4133	270	10	,	,	PUNCT
easat-4133	270	11	2025	2025	NUM
easat-4133	270	12	doi	doi	NOUN
easat-4133	270	13	:	:	PUNCT
easat-4133	270	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	270	15	©	©	PROPN
easat-4133	270	16	2025	2025	NUM
easat-4133	270	17	by	by	ADP
easat-4133	270	18	the	the	DET
easat-4133	270	19	authors	author	NOUN
easat-4133	270	20	;	;	PUNCT
easat-4133	271	1	licensee	licensee	PROPN
easat-4133	271	2	learning	learn	VERB
easat-4133	271	3	gate	gate	PROPN
easat-4133	271	4	figure	figure	NOUN
easat-4133	271	5	5	5	NUM
easat-4133	271	6	.	.	PUNCT
easat-4133	271	7	generalized	generalize	VERB
easat-4133	271	8	hurst	hurst	PROPN
easat-4133	271	9	exponent	exponent	PROPN
easat-4133	271	10	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-4133	271	11	)	)	PUNCT
easat-4133	271	12	vs.	vs.	X
easat-4133	271	13	𝑞	𝑞	X
easat-4133	271	14	for	for	ADP
easat-4133	271	15	all	all	DET
easat-4133	271	16	the	the	DET
easat-4133	271	17	pairs	pair	NOUN
easat-4133	271	18	of	of	ADP
easat-4133	271	19	series	series	NOUN
easat-4133	271	20	of	of	ADP
easat-4133	271	21	original	original	ADJ
easat-4133	271	22	,	,	PUNCT
easat-4133	271	23	surrogate	surrogate	ADJ
easat-4133	271	24	and	and	CCONJ
easat-4133	271	25	shuffled	shuffle	VERB
easat-4133	271	26	.	.	PUNCT
easat-4133	272	1	356	356	NUM
easat-4133	272	2	edelweiss	edelweiss	PROPN
easat-4133	272	3	applied	apply	VERB
easat-4133	272	4	science	science	NOUN
easat-4133	272	5	and	and	CCONJ
easat-4133	272	6	technology	technology	NOUN
easat-4133	272	7	issn	issn	PROPN
easat-4133	272	8	:	:	PUNCT
easat-4133	272	9	2576	2576	NUM
easat-4133	272	10	-	-	SYM
easat-4133	272	11	8484	8484	NUM
easat-4133	272	12	vol	vol	NOUN
easat-4133	272	13	.	.	PROPN
easat-4133	273	1	9	9	NUM
easat-4133	273	2	,	,	PUNCT
easat-4133	273	3	no	no	INTJ
easat-4133	273	4	.	.	NOUN
easat-4133	273	5	1	1	NUM
easat-4133	273	6	:	:	PUNCT
easat-4133	273	7	341	341	NUM
easat-4133	273	8	-	-	SYM
easat-4133	273	9	360	360	NUM
easat-4133	273	10	,	,	PUNCT
easat-4133	273	11	2025	2025	NUM
easat-4133	273	12	doi	doi	NOUN
easat-4133	273	13	:	:	PUNCT
easat-4133	273	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	273	15	©	©	PROPN
easat-4133	273	16	2025	2025	NUM
easat-4133	273	17	by	by	ADP
easat-4133	273	18	the	the	DET
easat-4133	273	19	authors	author	NOUN
easat-4133	273	20	;	;	PUNCT
easat-4133	273	21	licensee	licensee	PROPN
easat-4133	273	22	learning	learn	VERB
easat-4133	273	23	gate	gate	PROPN
easat-4133	273	24	figure	figure	NOUN
easat-4133	273	25	6	6	NUM
easat-4133	273	26	.	.	PUNCT
easat-4133	273	27	singularity	singularity	NOUN
easat-4133	273	28	spectrum	spectrum	NOUN
easat-4133	273	29	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	NOUN
easat-4133	273	30	)	)	PUNCT
easat-4133	273	31	vs.	vs.	ADP
easat-4133	273	32	𝛼	𝛼	X
easat-4133	273	33	for	for	ADP
easat-4133	273	34	all	all	DET
easat-4133	273	35	the	the	DET
easat-4133	273	36	original	original	ADJ
easat-4133	273	37	,	,	PUNCT
easat-4133	273	38	surrogate	surrogate	ADJ
easat-4133	273	39	and	and	CCONJ
easat-4133	273	40	shuffled	shuffle	VERB
easat-4133	273	41	pairs	pair	NOUN
easat-4133	273	42	of	of	ADP
easat-4133	273	43	indices	index	NOUN
easat-4133	273	44	.	.	PUNCT
easat-4133	274	1	357	357	NUM
easat-4133	274	2	edelweiss	edelweiss	PROPN
easat-4133	274	3	applied	apply	VERB
easat-4133	274	4	science	science	NOUN
easat-4133	274	5	and	and	CCONJ
easat-4133	274	6	technology	technology	NOUN
easat-4133	274	7	issn	issn	PROPN
easat-4133	274	8	:	:	PUNCT
easat-4133	274	9	2576	2576	NUM
easat-4133	274	10	-	-	SYM
easat-4133	274	11	8484	8484	NUM
easat-4133	274	12	vol	vol	NOUN
easat-4133	274	13	.	.	PROPN
easat-4133	275	1	9	9	NUM
easat-4133	275	2	,	,	PUNCT
easat-4133	275	3	no	no	INTJ
easat-4133	275	4	.	.	NOUN
easat-4133	275	5	1	1	NUM
easat-4133	275	6	:	:	PUNCT
easat-4133	275	7	341	341	NUM
easat-4133	275	8	-	-	SYM
easat-4133	275	9	360	360	NUM
easat-4133	275	10	,	,	PUNCT
easat-4133	275	11	2025	2025	NUM
easat-4133	275	12	doi	doi	NOUN
easat-4133	275	13	:	:	PUNCT
easat-4133	275	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	275	15	©	©	PROPN
easat-4133	275	16	2025	2025	NUM
easat-4133	275	17	by	by	ADP
easat-4133	275	18	the	the	DET
easat-4133	275	19	authors	author	NOUN
easat-4133	275	20	;	;	PUNCT
easat-4133	275	21	licensee	licensee	PROPN
easat-4133	275	22	learning	learn	VERB
easat-4133	275	23	gate	gate	PROPN
easat-4133	275	24	figure	figure	NOUN
easat-4133	275	25	5	5	NUM
easat-4133	275	26	and	and	CCONJ
easat-4133	275	27	figure	figure	VERB
easat-4133	275	28	6	6	NUM
easat-4133	275	29	show	show	NOUN
easat-4133	275	30	that	that	SCONJ
easat-4133	275	31	the	the	DET
easat-4133	275	32	application	application	NOUN
easat-4133	275	33	of	of	ADP
easat-4133	275	34	shuffling	shuffle	VERB
easat-4133	275	35	and	and	CCONJ
easat-4133	275	36	surrogate	surrogate	ADJ
easat-4133	275	37	transformations	transformation	NOUN
easat-4133	275	38	has	have	AUX
easat-4133	275	39	reduced	reduce	VERB
easat-4133	275	40	the	the	DET
easat-4133	275	41	degree	degree	NOUN
easat-4133	275	42	of	of	ADP
easat-4133	275	43	multifractality	multifractality	NOUN
easat-4133	275	44	in	in	ADP
easat-4133	275	45	the	the	DET
easat-4133	275	46	original	original	ADJ
easat-4133	275	47	series	series	NOUN
easat-4133	275	48	.	.	PUNCT
easat-4133	276	1	to	to	PART
easat-4133	276	2	precisely	precisely	ADV
easat-4133	276	3	measure	measure	VERB
easat-4133	276	4	how	how	SCONJ
easat-4133	276	5	much	much	ADJ
easat-4133	276	6	multifractality	multifractality	NOUN
easat-4133	276	7	has	have	AUX
easat-4133	276	8	been	be	AUX
easat-4133	276	9	reduced	reduce	VERB
easat-4133	276	10	,	,	PUNCT
easat-4133	276	11	the	the	DET
easat-4133	276	12	values	value	NOUN
easat-4133	276	13	of	of	ADP
easat-4133	276	14	∆𝐻𝑋𝑌	∆𝐻𝑋𝑌	NOUN
easat-4133	276	15	=	=	SYM
easat-4133	276	16	𝐻𝑋𝑌−𝑚𝑎𝑥	𝐻𝑋𝑌−𝑚𝑎𝑥	NOUN
easat-4133	276	17	−	−	PROPN
easat-4133	276	18	𝐻𝑋𝑌−𝑚𝑖𝑛	𝐻𝑋𝑌−𝑚𝑖𝑛	NOUN
easat-4133	276	19	and	and	CCONJ
easat-4133	276	20	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-4133	276	21	=	=	SYM
easat-4133	277	1	𝛼𝑋𝑌−𝑚𝑎𝑥	𝛼𝑋𝑌−𝑚𝑎𝑥	PRON
easat-4133	277	2	−	−	NOUN
easat-4133	277	3	𝛼𝑋𝑌−𝑚𝑖𝑛	𝛼𝑋𝑌−𝑚𝑖𝑛	PROPN
easat-4133	277	4	are	be	AUX
easat-4133	277	5	calculated	calculate	VERB
easat-4133	277	6	for	for	ADP
easat-4133	277	7	the	the	DET
easat-4133	277	8	15	15	NUM
easat-4133	277	9	pairs	pair	NOUN
easat-4133	277	10	of	of	ADP
easat-4133	277	11	indices	index	NOUN
easat-4133	277	12	.	.	PUNCT
easat-4133	278	1	the	the	DET
easat-4133	278	2	mf	mf	PROPN
easat-4133	278	3	-	-	PUNCT
easat-4133	278	4	dcca	dcca	ADJ
easat-4133	278	5	program	program	NOUN
easat-4133	278	6	is	be	AUX
easat-4133	278	7	ran	run	VERB
easat-4133	278	8	100	100	NUM
easat-4133	278	9	times	time	NOUN
easat-4133	278	10	for	for	ADP
easat-4133	278	11	each	each	DET
easat-4133	278	12	pair	pair	NOUN
easat-4133	278	13	,	,	PUNCT
easat-4133	278	14	and	and	CCONJ
easat-4133	278	15	each	each	DET
easat-4133	278	16	time	time	NOUN
easat-4133	278	17	we	we	PRON
easat-4133	278	18	obtained	obtain	VERB
easat-4133	278	19	different	different	ADJ
easat-4133	278	20	results	result	NOUN
easat-4133	278	21	for	for	ADP
easat-4133	278	22	the	the	DET
easat-4133	278	23	surrogate	surrogate	ADJ
easat-4133	278	24	series	series	NOUN
easat-4133	278	25	and	and	CCONJ
easat-4133	278	26	the	the	DET
easat-4133	278	27	two	two	NUM
easat-4133	278	28	shuffled	shuffle	VERB
easat-4133	278	29	series	series	NOUN
easat-4133	278	30	,	,	PUNCT
easat-4133	278	31	the	the	DET
easat-4133	278	32	results	result	NOUN
easat-4133	278	33	for	for	ADP
easat-4133	278	34	the	the	DET
easat-4133	278	35	original	original	ADJ
easat-4133	278	36	series	series	NOUN
easat-4133	278	37	remained	remain	VERB
easat-4133	278	38	consistent	consistent	ADJ
easat-4133	278	39	.	.	PUNCT
easat-4133	279	1	this	this	DET
easat-4133	279	2	variability	variability	NOUN
easat-4133	279	3	is	be	AUX
easat-4133	279	4	due	due	ADJ
easat-4133	279	5	to	to	ADP
easat-4133	279	6	the	the	DET
easat-4133	279	7	algorithms	algorithms	NOUN
easat-4133	279	8	generating	generate	VERB
easat-4133	279	9	the	the	DET
easat-4133	279	10	surrogate	surrogate	ADJ
easat-4133	279	11	and	and	CCONJ
easat-4133	279	12	shuffled	shuffle	VERB
easat-4133	279	13	series	series	NOUN
easat-4133	279	14	using	use	VERB
easat-4133	279	15	random	random	ADJ
easat-4133	279	16	permutations	permutation	NOUN
easat-4133	279	17	.	.	PUNCT
easat-4133	280	1	however	however	ADV
easat-4133	280	2	,	,	PUNCT
easat-4133	280	3	in	in	ADP
easat-4133	280	4	all	all	DET
easat-4133	280	5	100	100	NUM
easat-4133	280	6	simulations	simulation	NOUN
easat-4133	280	7	,	,	PUNCT
easat-4133	280	8	the	the	DET
easat-4133	280	9	∆𝐻𝑋𝑌	∆𝐻𝑋𝑌	PROPN
easat-4133	280	10	and	and	CCONJ
easat-4133	280	11	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-4133	280	12	of	of	ADP
easat-4133	280	13	the	the	DET
easat-4133	280	14	original	original	ADJ
easat-4133	280	15	series	series	NOUN
easat-4133	280	16	are	be	AUX
easat-4133	280	17	consistently	consistently	ADV
easat-4133	280	18	greater	great	ADJ
easat-4133	280	19	than	than	ADP
easat-4133	280	20	the	the	DET
easat-4133	280	21	∆𝐻𝑋𝑌	∆𝐻𝑋𝑌	PROPN
easat-4133	280	22	and	and	CCONJ
easat-4133	280	23	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-4133	280	24	of	of	ADP
easat-4133	280	25	the	the	DET
easat-4133	280	26	surrogate	surrogate	ADJ
easat-4133	280	27	series	series	NOUN
easat-4133	280	28	and	and	CCONJ
easat-4133	280	29	the	the	DET
easat-4133	280	30	two	two	NUM
easat-4133	280	31	shuffled	shuffle	VERB
easat-4133	280	32	series	series	NOUN
easat-4133	280	33	.	.	PUNCT
easat-4133	281	1	table	table	NOUN
easat-4133	281	2	4	4	NUM
easat-4133	281	3	presents	present	VERB
easat-4133	281	4	the	the	DET
easat-4133	281	5	results	result	NOUN
easat-4133	281	6	.	.	PUNCT
easat-4133	282	1	table	table	NOUN
easat-4133	282	2	4	4	NUM
easat-4133	282	3	.	.	PUNCT
easat-4133	282	4	degrees	degree	NOUN
easat-4133	282	5	of	of	ADP
easat-4133	282	6	multifractality	multifractality	NOUN
easat-4133	282	7	of	of	ADP
easat-4133	282	8	original	original	ADJ
easat-4133	282	9	,	,	PUNCT
easat-4133	282	10	surrogate	surrogate	ADJ
easat-4133	282	11	and	and	CCONJ
easat-4133	282	12	shuffled	shuffle	VERB
easat-4133	282	13	series	series	NOUN
easat-4133	282	14	based	base	VERB
easat-4133	282	15	∆𝐻𝑋𝑌	∆𝐻𝑋𝑌	PROPN
easat-4133	282	16	and	and	CCONJ
easat-4133	282	17	∆𝛼𝑋𝑌.	∆𝛼𝑋𝑌.	PUNCT
easat-4133	282	18	original	original	ADJ
easat-4133	282	19	surrogate	surrogate	NOUN
easat-4133	282	20	shuffled	shuffle	VERB
easat-4133	282	21	-	-	PUNCT
easat-4133	282	22	randperm	randperm	NOUN
easat-4133	282	23	shuffled	shuffle	VERB
easat-4133	282	24	-	-	PUNCT
easat-4133	282	25	randi	randi	NOUN
easat-4133	282	26	pairs	pair	NOUN
easat-4133	282	27	∆𝑯𝑿𝒀	∆𝑯𝑿𝒀	PROPN
easat-4133	282	28	∆𝜶𝑿𝒀	∆𝜶𝑿𝒀	PUNCT
easat-4133	282	29	∆𝑯𝑿𝒀	∆𝑯𝑿𝒀	PROPN
easat-4133	282	30	∆𝜶𝑿𝒀	∆𝜶𝑿𝒀	PUNCT
easat-4133	282	31	∆𝑯𝑿𝒀	∆𝑯𝑿𝒀	PROPN
easat-4133	282	32	∆𝜶𝑿𝒀	∆𝜶𝑿𝒀	PUNCT
easat-4133	282	33	∆𝑯𝑿𝒀	∆𝑯𝑿𝒀	PROPN
easat-4133	282	34	∆𝜶𝑿𝒀	∆𝜶𝑿𝒀	PUNCT
easat-4133	282	35	china	china	PROPN
easat-4133	282	36	vs	vs	ADP
easat-4133	282	37	india	india	PROPN
easat-4133	282	38	0.367	0.367	NUM
easat-4133	282	39	0.413	0.413	NUM
easat-4133	282	40	0.166	0.166	NUM
easat-4133	282	41	0.206	0.206	NUM
easat-4133	282	42	0.313	0.313	NUM
easat-4133	282	43	0.358	0.358	NUM
easat-4133	282	44	0.287	0.287	NUM
easat-4133	282	45	0.205	0.205	NUM
easat-4133	282	46	china	china	PROPN
easat-4133	282	47	vs	vs	ADP
easat-4133	282	48	jakarta	jakarta	PROPN
easat-4133	282	49	0.418	0.418	NUM
easat-4133	282	50	0.462	0.462	NUM
easat-4133	282	51	0.148	0.148	NUM
easat-4133	282	52	0.188	0.188	NUM
easat-4133	282	53	0.260	0.260	NUM
easat-4133	282	54	0.309	0.309	NUM
easat-4133	282	55	0.188	0.188	NUM
easat-4133	282	56	0.142	0.142	NUM
easat-4133	282	57	china	china	PROPN
easat-4133	282	58	vs	vs	ADP
easat-4133	282	59	karachi	karachi	PROPN
easat-4133	283	1	0.337	0.337	NUM
easat-4133	283	2	0.383	0.383	NUM
easat-4133	283	3	0.175	0.175	NUM
easat-4133	283	4	0.217	0.217	NUM
easat-4133	283	5	0.150	0.150	NUM
easat-4133	283	6	0.189	0.189	NUM
easat-4133	283	7	0.170	0.170	NUM
easat-4133	283	8	0.122	0.122	NUM
easat-4133	283	9	china	china	PROPN
easat-4133	283	10	vs	vs	ADP
easat-4133	283	11	malaysia	malaysia	PROPN
easat-4133	283	12	0.419	0.419	NUM
easat-4133	283	13	0.462	0.462	NUM
easat-4133	283	14	0.224	0.224	NUM
easat-4133	283	15	0.268	0.268	NUM
easat-4133	283	16	0.173	0.173	NUM
easat-4133	283	17	0.215	0.215	NUM
easat-4133	283	18	0.219	0.219	NUM
easat-4133	283	19	0.173	0.173	NUM
easat-4133	283	20	china	china	PROPN
easat-4133	283	21	vs	vs	ADP
easat-4133	283	22	thailand	thailand	PROPN
easat-4133	283	23	0.428	0.428	NUM
easat-4133	283	24	0.472	0.472	NUM
easat-4133	283	25	0.186	0.186	NUM
easat-4133	283	26	0.227	0.227	NUM
easat-4133	283	27	0.182	0.182	NUM
easat-4133	283	28	0.226	0.226	NUM
easat-4133	283	29	0.180	0.180	NUM
easat-4133	283	30	0.131	0.131	NUM
easat-4133	283	31	india	india	PROPN
easat-4133	283	32	vs	vs	ADP
easat-4133	283	33	jakarta	jakarta	PROPN
easat-4133	283	34	0.530	0.530	NUM
easat-4133	283	35	0.575	0.575	NUM
easat-4133	283	36	0.278	0.278	NUM
easat-4133	283	37	0.320	0.320	NUM
easat-4133	283	38	0.241	0.241	NUM
easat-4133	283	39	0.281	0.281	NUM
easat-4133	283	40	0.243	0.243	NUM
easat-4133	283	41	0.194	0.194	NUM
easat-4133	283	42	india	india	PROPN
easat-4133	283	43	vs	vs	ADP
easat-4133	283	44	karachi	karachi	PROPN
easat-4133	283	45	0.404	0.404	NUM
easat-4133	283	46	0.449	0.449	NUM
easat-4133	283	47	0.309	0.309	NUM
easat-4133	283	48	0.351	0.351	NUM
easat-4133	283	49	0.258	0.258	NUM
easat-4133	283	50	0.302	0.302	NUM
easat-4133	283	51	0.191	0.191	NUM
easat-4133	283	52	0.137	0.137	NUM
easat-4133	283	53	india	india	PROPN
easat-4133	283	54	vs	vs	ADP
easat-4133	283	55	malaysia	malaysia	PROPN
easat-4133	283	56	0.466	0.466	NUM
easat-4133	283	57	0.513	0.513	NUM
easat-4133	283	58	0.249	0.249	NUM
easat-4133	283	59	0.290	0.290	NUM
easat-4133	283	60	0.331	0.331	NUM
easat-4133	283	61	0.372	0.372	NUM
easat-4133	283	62	0.223	0.223	NUM
easat-4133	283	63	0.175	0.175	NUM
easat-4133	283	64	india	india	PROPN
easat-4133	283	65	vs	vs	ADP
easat-4133	283	66	thailand	thailand	PROPN
easat-4133	283	67	0.529	0.529	ADV
easat-4133	283	68	0.576	0.576	NUM
easat-4133	283	69	0.315	0.315	NUM
easat-4133	283	70	0.359	0.359	NUM
easat-4133	283	71	0.291	0.291	NUM
easat-4133	283	72	0.334	0.334	NUM
easat-4133	283	73	0.266	0.266	NUM
easat-4133	283	74	0.219	0.219	NUM
easat-4133	283	75	jakarta	jakarta	PROPN
easat-4133	283	76	vs	vs	ADP
easat-4133	283	77	karachi	karachi	PROPN
easat-4133	283	78	0.493	0.493	NUM
easat-4133	283	79	0.537	0.537	NUM
easat-4133	283	80	0.260	0.260	NUM
easat-4133	283	81	0.305	0.305	NUM
easat-4133	283	82	0.229	0.229	NUM
easat-4133	283	83	0.271	0.271	NUM
easat-4133	283	84	0.219	0.219	NUM
easat-4133	283	85	0.157	0.157	NUM
easat-4133	283	86	jakarta	jakarta	PROPN
easat-4133	283	87	vs	vs	ADP
easat-4133	283	88	malaysia	malaysia	PROPN
easat-4133	283	89	0.607	0.607	NUM
easat-4133	283	90	0.655	0.655	NUM
easat-4133	283	91	0.297	0.297	NUM
easat-4133	283	92	0.346	0.346	NUM
easat-4133	283	93	0.227	0.227	NUM
easat-4133	283	94	0.272	0.272	NUM
easat-4133	283	95	0.258	0.258	NUM
easat-4133	283	96	0.192	0.192	NUM
easat-4133	283	97	jakarta	jakarta	PROPN
easat-4133	283	98	vs	vs	ADP
easat-4133	283	99	thailand	thailand	PROPN
easat-4133	283	100	0.622	0.622	NUM
easat-4133	283	101	0.669	0.669	NUM
easat-4133	283	102	0.209	0.209	NUM
easat-4133	283	103	0.250	0.250	NUM
easat-4133	283	104	0.156	0.156	NUM
easat-4133	283	105	0.197	0.197	NUM
easat-4133	283	106	0.266	0.266	NUM
easat-4133	283	107	0.197	0.197	NUM
easat-4133	283	108	karachi	karachi	PROPN
easat-4133	283	109	vs	vs	ADP
easat-4133	283	110	malaysia	malaysia	PROPN
easat-4133	283	111	0.457	0.457	NUM
easat-4133	283	112	0.504	0.504	NUM
easat-4133	283	113	0.217	0.217	NUM
easat-4133	283	114	0.259	0.259	NUM
easat-4133	283	115	0.200	0.200	NUM
easat-4133	283	116	0.241	0.241	NUM
easat-4133	283	117	0.294	0.294	NUM
easat-4133	283	118	0.211	0.211	NUM
easat-4133	283	119	karachi	karachi	PROPN
easat-4133	283	120	vs	vs	ADP
easat-4133	283	121	thailand	thailand	PROPN
easat-4133	283	122	0.575	0.575	NUM
easat-4133	283	123	0.623	0.623	NUM
easat-4133	283	124	0.227	0.227	NUM
easat-4133	283	125	0.269	0.269	NUM
easat-4133	283	126	0.196	0.196	NUM
easat-4133	283	127	0.237	0.237	NUM
easat-4133	283	128	0.201	0.201	NUM
easat-4133	283	129	0.130	0.130	NUM
easat-4133	283	130	malaysia	malaysia	PROPN
easat-4133	283	131	vs	vs	ADP
easat-4133	283	132	thailand	thailand	PROPN
easat-4133	283	133	0.683	0.683	NUM
easat-4133	283	134	0.732	0.732	NUM
easat-4133	283	135	0.284	0.284	NUM
easat-4133	283	136	0.330	0.330	NUM
easat-4133	283	137	0.309	0.309	NUM
easat-4133	283	138	0.353	0.353	NUM
easat-4133	283	139	0.179	0.179	NUM
easat-4133	283	140	0.138	0.138	NUM
easat-4133	284	1	the	the	DET
easat-4133	284	2	results	result	NOUN
easat-4133	284	3	indicate	indicate	VERB
easat-4133	284	4	that	that	SCONJ
easat-4133	284	5	∆𝐻𝑋𝑌−𝑂𝑟𝑖𝑔𝑖𝑛𝑎𝑡𝑒	∆𝐻𝑋𝑌−𝑂𝑟𝑖𝑔𝑖𝑛𝑎𝑡𝑒	NOUN
easat-4133	284	6	>	>	X
easat-4133	284	7	∆𝐻𝑋𝑌−𝑆𝑢𝑟𝑟𝑜𝑔𝑎𝑡𝑒	∆𝐻𝑋𝑌−𝑆𝑢𝑟𝑟𝑜𝑔𝑎𝑡𝑒	PROPN
easat-4133	284	8	,	,	PUNCT
easat-4133	284	9	∆𝛼𝑋𝑌−𝑜𝑟𝑔𝑖𝑛𝑎𝑙𝑒	∆𝛼𝑋𝑌−𝑜𝑟𝑔𝑖𝑛𝑎𝑙𝑒	NOUN
easat-4133	284	10	>	>	X
easat-4133	284	11	∆𝛼𝑋𝑌−𝑆𝑢𝑟𝑟𝑜𝑔𝑎𝑡𝑒	∆𝛼𝑋𝑌−𝑆𝑢𝑟𝑟𝑜𝑔𝑎𝑡𝑒	NUM
easat-4133	284	12	,	,	PUNCT
easat-4133	284	13	∆𝐻𝑋𝑌−𝑂𝑟𝑖𝑔𝑖𝑛𝑎𝑡𝑒	∆𝐻𝑋𝑌−𝑂𝑟𝑖𝑔𝑖𝑛𝑎𝑡𝑒	NOUN
easat-4133	284	14	>	>	SYM
easat-4133	284	15	∆𝐻𝑋𝑌−𝑆ℎ𝑢𝑓𝑓𝑙𝑒𝑑	∆𝐻𝑋𝑌−𝑆ℎ𝑢𝑓𝑓𝑙𝑒𝑑	NOUN
easat-4133	284	16	and	and	CCONJ
easat-4133	284	17	∆𝛼𝑋𝑌−𝑜𝑟𝑔𝑖𝑛𝑎𝑙𝑒	∆𝛼𝑋𝑌−𝑜𝑟𝑔𝑖𝑛𝑎𝑙𝑒	NOUN
easat-4133	284	18	>	>	X
easat-4133	284	19	∆ℎ𝑋𝑌−𝑠ℎ𝑢𝑓𝑓𝑙𝑒𝑑	∆ℎ𝑋𝑌−𝑠ℎ𝑢𝑓𝑓𝑙𝑒𝑑	NOUN
easat-4133	284	20	for	for	ADP
easat-4133	284	21	all	all	DET
easat-4133	284	22	15	15	NUM
easat-4133	284	23	pairs	pair	NOUN
easat-4133	284	24	of	of	ADP
easat-4133	284	25	index	index	NOUN
easat-4133	284	26	returns	return	NOUN
easat-4133	284	27	.	.	PUNCT
easat-4133	285	1	this	this	PRON
easat-4133	285	2	indicates	indicate	VERB
easat-4133	285	3	that	that	SCONJ
easat-4133	285	4	the	the	DET
easat-4133	285	5	multifractality	multifractality	NOUN
easat-4133	285	6	of	of	ADP
easat-4133	285	7	the	the	DET
easat-4133	285	8	cross	cross	NOUN
easat-4133	285	9	-	-	NOUN
easat-4133	285	10	correlations	correlation	NOUN
easat-4133	285	11	has	have	AUX
easat-4133	285	12	been	be	AUX
easat-4133	285	13	reduced	reduce	VERB
easat-4133	285	14	by	by	ADP
easat-4133	285	15	both	both	CCONJ
easat-4133	285	16	the	the	DET
easat-4133	285	17	surrogate	surrogate	ADJ
easat-4133	285	18	and	and	CCONJ
easat-4133	285	19	shuffled	shuffle	VERB
easat-4133	285	20	transformations	transformation	NOUN
easat-4133	285	21	.	.	PUNCT
easat-4133	286	1	we	we	PRON
easat-4133	286	2	conclude	conclude	VERB
easat-4133	286	3	that	that	SCONJ
easat-4133	286	4	both	both	CCONJ
easat-4133	286	5	long	long	ADJ
easat-4133	286	6	-	-	PUNCT
easat-4133	286	7	term	term	NOUN
easat-4133	286	8	cross	cross	NOUN
easat-4133	286	9	-	-	NOUN
easat-4133	286	10	correlations	correlation	NOUN
easat-4133	286	11	and	and	CCONJ
easat-4133	286	12	heavy	heavy	ADV
easat-4133	286	13	-	-	PUNCT
easat-4133	286	14	tailed	tail	VERB
easat-4133	286	15	distributions	distribution	NOUN
easat-4133	286	16	play	play	VERB
easat-4133	286	17	a	a	DET
easat-4133	286	18	significant	significant	ADJ
easat-4133	286	19	role	role	NOUN
easat-4133	286	20	in	in	ADP
easat-4133	286	21	the	the	DET
easat-4133	286	22	multifractal	multifractal	ADJ
easat-4133	286	23	behavior	behavior	NOUN
easat-4133	286	24	of	of	ADP
easat-4133	286	25	the	the	DET
easat-4133	286	26	cross	cross	NOUN
easat-4133	286	27	-	-	NOUN
easat-4133	286	28	correlations	correlation	NOUN
easat-4133	286	29	between	between	ADP
easat-4133	286	30	the	the	DET
easat-4133	286	31	six	six	NUM
easat-4133	286	32	indices	index	NOUN
easat-4133	286	33	.	.	PUNCT
easat-4133	287	1	the	the	DET
easat-4133	287	2	presence	presence	NOUN
easat-4133	287	3	of	of	ADP
easat-4133	287	4	long	long	ADJ
easat-4133	287	5	-	-	PUNCT
easat-4133	287	6	term	term	NOUN
easat-4133	287	7	cross	cross	NOUN
easat-4133	287	8	-	-	NOUN
easat-4133	287	9	correlations	correlation	NOUN
easat-4133	287	10	indicates	indicate	VERB
easat-4133	287	11	a	a	DET
easat-4133	287	12	complex	complex	ADJ
easat-4133	287	13	,	,	PUNCT
easat-4133	287	14	interconnected	interconnected	ADJ
easat-4133	287	15	market	market	NOUN
easat-4133	287	16	structure	structure	NOUN
easat-4133	287	17	where	where	SCONJ
easat-4133	287	18	shocks	shock	NOUN
easat-4133	287	19	and	and	CCONJ
easat-4133	287	20	market	market	NOUN
easat-4133	287	21	behaviors	behavior	NOUN
easat-4133	287	22	persist	persist	VERB
easat-4133	287	23	over	over	ADP
easat-4133	287	24	time	time	NOUN
easat-4133	287	25	.	.	PUNCT
easat-4133	288	1	this	this	PRON
easat-4133	288	2	creates	create	VERB
easat-4133	288	3	increased	increase	VERB
easat-4133	288	4	systemic	systemic	ADJ
easat-4133	288	5	risk	risk	NOUN
easat-4133	288	6	,	,	PUNCT
easat-4133	288	7	challenges	challenge	VERB
easat-4133	288	8	traditional	traditional	ADJ
easat-4133	288	9	approaches	approach	NOUN
easat-4133	288	10	to	to	PART
easat-4133	288	11	risk	risk	VERB
easat-4133	288	12	management	management	NOUN
easat-4133	288	13	and	and	CCONJ
easat-4133	288	14	forecasting	forecasting	NOUN
easat-4133	288	15	,	,	PUNCT
easat-4133	288	16	and	and	CCONJ
easat-4133	288	17	necessitates	necessitate	VERB
easat-4133	288	18	more	more	ADV
easat-4133	288	19	dynamic	dynamic	ADJ
easat-4133	288	20	and	and	CCONJ
easat-4133	288	21	multifaceted	multifaceted	ADJ
easat-4133	288	22	strategies	strategy	NOUN
easat-4133	288	23	in	in	ADP
easat-4133	288	24	portfolio	portfolio	NOUN
easat-4133	288	25	management	management	NOUN
easat-4133	288	26	,	,	PUNCT
easat-4133	288	27	regulation	regulation	NOUN
easat-4133	288	28	,	,	PUNCT
easat-4133	288	29	and	and	CCONJ
easat-4133	288	30	asset	asset	NOUN
easat-4133	288	31	pricing	pricing	NOUN
easat-4133	288	32	.	.	PUNCT
easat-4133	289	1	understanding	understanding	NOUN
easat-4133	289	2	and	and	CCONJ
easat-4133	289	3	effectively	effectively	ADV
easat-4133	289	4	managing	manage	VERB
easat-4133	289	5	these	these	DET
easat-4133	289	6	long	long	ADJ
easat-4133	289	7	-	-	PUNCT
easat-4133	289	8	term	term	NOUN
easat-4133	289	9	correlations	correlation	NOUN
easat-4133	289	10	is	be	AUX
easat-4133	289	11	essential	essential	ADJ
easat-4133	289	12	for	for	ADP
easat-4133	289	13	investors	investor	NOUN
easat-4133	289	14	,	,	PUNCT
easat-4133	289	15	regulators	regulator	NOUN
easat-4133	289	16	,	,	PUNCT
easat-4133	289	17	and	and	CCONJ
easat-4133	289	18	policymakers	policymaker	NOUN
easat-4133	289	19	striving	strive	VERB
easat-4133	289	20	to	to	PART
easat-4133	289	21	maintain	maintain	VERB
easat-4133	289	22	stability	stability	NOUN
easat-4133	289	23	and	and	CCONJ
easat-4133	289	24	predictability	predictability	NOUN
easat-4133	289	25	in	in	ADP
easat-4133	289	26	these	these	DET
easat-4133	289	27	interconnected	interconnected	ADJ
easat-4133	289	28	markets	market	NOUN
easat-4133	289	29	.	.	PUNCT
easat-4133	290	1	additionally	additionally	ADV
easat-4133	290	2	,	,	PUNCT
easat-4133	290	3	the	the	DET
easat-4133	290	4	presence	presence	NOUN
easat-4133	290	5	of	of	ADP
easat-4133	290	6	heavy	heavy	ADJ
easat-4133	290	7	-	-	PUNCT
easat-4133	290	8	tailed	tail	VERB
easat-4133	290	9	distributions	distribution	NOUN
easat-4133	290	10	suggests	suggest	VERB
easat-4133	290	11	that	that	SCONJ
easat-4133	290	12	extreme	extreme	ADJ
easat-4133	290	13	market	market	NOUN
easat-4133	290	14	events	event	NOUN
easat-4133	290	15	occur	occur	VERB
easat-4133	290	16	more	more	ADV
easat-4133	290	17	frequently	frequently	ADV
easat-4133	290	18	than	than	SCONJ
easat-4133	290	19	conventional	conventional	ADJ
easat-4133	290	20	models	model	NOUN
easat-4133	290	21	predict	predict	VERB
easat-4133	290	22	.	.	PUNCT
easat-4133	291	1	these	these	DET
easat-4133	291	2	events	event	NOUN
easat-4133	291	3	have	have	VERB
easat-4133	291	4	significant	significant	ADJ
easat-4133	291	5	implications	implication	NOUN
easat-4133	291	6	for	for	ADP
easat-4133	291	7	risk	risk	NOUN
easat-4133	291	8	management	management	NOUN
easat-4133	291	9	,	,	PUNCT
easat-4133	291	10	asset	asset	NOUN
easat-4133	291	11	pricing	pricing	NOUN
easat-4133	291	12	,	,	PUNCT
easat-4133	291	13	portfolio	portfolio	NOUN
easat-4133	291	14	diversification	diversification	NOUN
easat-4133	291	15	,	,	PUNCT
easat-4133	291	16	and	and	CCONJ
easat-4133	291	17	overall	overall	ADJ
easat-4133	291	18	financial	financial	ADJ
easat-4133	291	19	stability	stability	NOUN
easat-4133	291	20	.	.	PUNCT
easat-4133	292	1	to	to	PART
easat-4133	292	2	mitigate	mitigate	VERB
easat-4133	292	3	the	the	DET
easat-4133	292	4	risks	risk	NOUN
easat-4133	292	5	associated	associate	VERB
easat-4133	292	6	with	with	ADP
easat-4133	292	7	these	these	DET
easat-4133	292	8	extreme	extreme	ADJ
easat-4133	292	9	events	event	NOUN
easat-4133	292	10	,	,	PUNCT
easat-4133	292	11	investors	investor	NOUN
easat-4133	292	12	and	and	CCONJ
easat-4133	292	13	policymakers	policymaker	NOUN
easat-4133	292	14	must	must	AUX
easat-4133	292	15	adopt	adopt	VERB
easat-4133	292	16	more	more	ADV
easat-4133	292	17	advanced	advanced	ADJ
easat-4133	292	18	models	model	NOUN
easat-4133	292	19	and	and	CCONJ
easat-4133	292	20	strategies	strategy	NOUN
easat-4133	292	21	that	that	PRON
easat-4133	292	22	account	account	VERB
easat-4133	292	23	for	for	ADP
easat-4133	292	24	these	these	DET
easat-4133	292	25	outlier	outlier	ADJ
easat-4133	292	26	events	event	NOUN
easat-4133	292	27	and	and	CCONJ
easat-4133	292	28	better	well	ADJ
easat-4133	292	29	manage	manage	VERB
easat-4133	292	30	the	the	DET
easat-4133	292	31	heightened	heighten	VERB
easat-4133	292	32	likelihood	likelihood	NOUN
easat-4133	292	33	of	of	ADP
easat-4133	292	34	large	large	ADJ
easat-4133	292	35	-	-	PUNCT
easat-4133	292	36	scale	scale	NOUN
easat-4133	292	37	disruptions	disruption	NOUN
easat-4133	292	38	in	in	ADP
easat-4133	292	39	the	the	DET
easat-4133	292	40	market	market	NOUN
easat-4133	292	41	.	.	PUNCT
easat-4133	293	1	358	358	NUM
easat-4133	293	2	edelweiss	edelweiss	PROPN
easat-4133	293	3	applied	apply	VERB
easat-4133	293	4	science	science	NOUN
easat-4133	293	5	and	and	CCONJ
easat-4133	293	6	technology	technology	NOUN
easat-4133	293	7	issn	issn	PROPN
easat-4133	293	8	:	:	PUNCT
easat-4133	293	9	2576	2576	NUM
easat-4133	293	10	-	-	SYM
easat-4133	293	11	8484	8484	NUM
easat-4133	293	12	vol	vol	NOUN
easat-4133	293	13	.	.	PROPN
easat-4133	294	1	9	9	NUM
easat-4133	294	2	,	,	PUNCT
easat-4133	294	3	no	no	INTJ
easat-4133	294	4	.	.	NOUN
easat-4133	294	5	1	1	NUM
easat-4133	294	6	:	:	PUNCT
easat-4133	294	7	341	341	NUM
easat-4133	294	8	-	-	SYM
easat-4133	294	9	360	360	NUM
easat-4133	294	10	,	,	PUNCT
easat-4133	294	11	2025	2025	NUM
easat-4133	294	12	doi	doi	NOUN
easat-4133	294	13	:	:	PUNCT
easat-4133	294	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	294	15	©	©	PROPN
easat-4133	294	16	2025	2025	NUM
easat-4133	294	17	by	by	ADP
easat-4133	294	18	the	the	DET
easat-4133	294	19	authors	author	NOUN
easat-4133	294	20	;	;	PUNCT
easat-4133	294	21	licensee	licensee	PROPN
easat-4133	294	22	learning	learning	NOUN
easat-4133	294	23	gate	gate	VERB
easat-4133	294	24	4.5	4.5	NUM
easat-4133	294	25	.	.	PUNCT
easat-4133	295	1	discussion	discussion	NOUN
easat-4133	295	2	in	in	ADP
easat-4133	295	3	comparing	compare	VERB
easat-4133	295	4	the	the	DET
easat-4133	295	5	results	result	NOUN
easat-4133	295	6	of	of	ADP
easat-4133	295	7	this	this	DET
easat-4133	295	8	study	study	NOUN
easat-4133	295	9	with	with	ADP
easat-4133	295	10	previous	previous	ADJ
easat-4133	295	11	literature	literature	NOUN
easat-4133	295	12	,	,	PUNCT
easat-4133	295	13	we	we	PRON
easat-4133	295	14	observe	observe	VERB
easat-4133	295	15	a	a	DET
easat-4133	295	16	number	number	NOUN
easat-4133	295	17	of	of	ADP
easat-4133	295	18	consistent	consistent	ADJ
easat-4133	295	19	findings	finding	NOUN
easat-4133	295	20	as	as	ADV
easat-4133	295	21	well	well	ADV
easat-4133	295	22	as	as	ADP
easat-4133	295	23	some	some	DET
easat-4133	295	24	unique	unique	ADJ
easat-4133	295	25	insights	insight	NOUN
easat-4133	295	26	.	.	PUNCT
easat-4133	296	1	similar	similar	ADJ
easat-4133	296	2	to	to	ADP
easat-4133	296	3	previous	previous	ADJ
easat-4133	296	4	studies	study	NOUN
easat-4133	296	5	,	,	PUNCT
easat-4133	296	6	this	this	DET
easat-4133	296	7	research	research	NOUN
easat-4133	296	8	highlights	highlight	VERB
easat-4133	296	9	the	the	DET
easat-4133	296	10	presence	presence	NOUN
easat-4133	296	11	of	of	ADP
easat-4133	296	12	multifractal	multifractal	ADJ
easat-4133	296	13	behavior	behavior	NOUN
easat-4133	296	14	in	in	ADP
easat-4133	296	15	financial	financial	ADJ
easat-4133	296	16	markets	market	NOUN
easat-4133	296	17	,	,	PUNCT
easat-4133	296	18	specifically	specifically	ADV
easat-4133	296	19	in	in	ADP
easat-4133	296	20	the	the	DET
easat-4133	296	21	context	context	NOUN
easat-4133	296	22	of	of	ADP
easat-4133	296	23	cross	cross	NOUN
easat-4133	296	24	-	-	NOUN
easat-4133	296	25	correlations	correlation	NOUN
easat-4133	296	26	among	among	ADP
easat-4133	296	27	six	six	NUM
easat-4133	296	28	islamic	islamic	ADJ
easat-4133	296	29	stock	stock	NOUN
easat-4133	296	30	markets	market	NOUN
easat-4133	296	31	in	in	ADP
easat-4133	296	32	the	the	DET
easat-4133	296	33	pacific	pacific	PROPN
easat-4133	296	34	asia	asia	PROPN
easat-4133	296	35	region	region	PROPN
easat-4133	296	36	.	.	PUNCT
easat-4133	297	1	like	like	ADP
easat-4133	297	2	the	the	DET
easat-4133	297	3	study	study	NOUN
easat-4133	297	4	by	by	ADP
easat-4133	297	5	el	el	PROPN
easat-4133	297	6	alaoui	alaoui	PROPN
easat-4133	297	7	and	and	CCONJ
easat-4133	297	8	benbachir	benbachir	VERB
easat-4133	297	9	[	[	X
easat-4133	297	10	5	5	NUM
easat-4133	297	11	]	]	PUNCT
easat-4133	297	12	on	on	ADP
easat-4133	297	13	the	the	DET
easat-4133	297	14	mena	mena	PROPN
easat-4133	297	15	region	region	PROPN
easat-4133	297	16	,	,	PUNCT
easat-4133	297	17	which	which	PRON
easat-4133	297	18	identified	identify	VERB
easat-4133	297	19	significant	significant	ADJ
easat-4133	297	20	multifractal	multifractal	ADJ
easat-4133	297	21	cross	cross	NOUN
easat-4133	297	22	-	-	NOUN
easat-4133	297	23	correlations	correlation	NOUN
easat-4133	297	24	,	,	PUNCT
easat-4133	297	25	this	this	DET
easat-4133	297	26	study	study	NOUN
easat-4133	297	27	also	also	ADV
easat-4133	297	28	demonstrates	demonstrate	VERB
easat-4133	297	29	long	long	ADJ
easat-4133	297	30	-	-	PUNCT
easat-4133	297	31	range	range	NOUN
easat-4133	297	32	persistent	persistent	ADJ
easat-4133	297	33	crosscorrelations	crosscorrelation	NOUN
easat-4133	297	34	among	among	ADP
easat-4133	297	35	the	the	DET
easat-4133	297	36	pacific	pacific	PROPN
easat-4133	297	37	asia	asia	PROPN
easat-4133	297	38	islamic	islamic	PROPN
easat-4133	297	39	indices	index	NOUN
easat-4133	297	40	.	.	PUNCT
easat-4133	298	1	this	this	PRON
easat-4133	298	2	suggests	suggest	VERB
easat-4133	298	3	that	that	SCONJ
easat-4133	298	4	markets	market	NOUN
easat-4133	298	5	in	in	ADP
easat-4133	298	6	this	this	DET
easat-4133	298	7	region	region	NOUN
easat-4133	298	8	are	be	AUX
easat-4133	298	9	similarly	similarly	ADV
easat-4133	298	10	interconnected	interconnect	VERB
easat-4133	298	11	,	,	PUNCT
easat-4133	298	12	with	with	ADP
easat-4133	298	13	market	market	NOUN
easat-4133	298	14	movements	movement	NOUN
easat-4133	298	15	in	in	ADP
easat-4133	298	16	one	one	NUM
easat-4133	298	17	country	country	NOUN
easat-4133	298	18	potentially	potentially	ADV
easat-4133	298	19	influencing	influence	VERB
easat-4133	298	20	others	other	NOUN
easat-4133	298	21	,	,	PUNCT
easat-4133	298	22	a	a	DET
easat-4133	298	23	finding	finding	NOUN
easat-4133	298	24	in	in	ADP
easat-4133	298	25	line	line	NOUN
easat-4133	298	26	with	with	ADP
easat-4133	298	27	the	the	DET
easat-4133	298	28	observations	observation	NOUN
easat-4133	298	29	made	make	VERB
easat-4133	298	30	in	in	ADP
easat-4133	298	31	earlier	early	ADJ
easat-4133	298	32	studies	study	NOUN
easat-4133	298	33	.	.	PUNCT
easat-4133	299	1	further	far	ADV
easat-4133	299	2	,	,	PUNCT
easat-4133	299	3	our	our	PRON
easat-4133	299	4	study	study	NOUN
easat-4133	299	5	supports	support	VERB
easat-4133	299	6	the	the	DET
easat-4133	299	7	work	work	NOUN
easat-4133	299	8	of	of	ADP
easat-4133	299	9	xinsheng	xinsheng	PROPN
easat-4133	299	10	,	,	PUNCT
easat-4133	299	11	et	et	PROPN
easat-4133	299	12	al	al	PROPN
easat-4133	299	13	.	.	PUNCT
easat-4133	300	1	[	[	X
easat-4133	300	2	6	6	NUM
easat-4133	300	3	]	]	PUNCT
easat-4133	300	4	who	who	PRON
easat-4133	300	5	found	find	VERB
easat-4133	300	6	long	long	ADJ
easat-4133	300	7	-	-	PUNCT
easat-4133	300	8	term	term	NOUN
easat-4133	300	9	crosscorrelations	crosscorrelation	NOUN
easat-4133	300	10	between	between	ADP
easat-4133	300	11	the	the	DET
easat-4133	300	12	chinese	chinese	ADJ
easat-4133	300	13	renminbi	renminbi	NOUN
easat-4133	300	14	(	(	PUNCT
easat-4133	300	15	rmb	rmb	NOUN
easat-4133	300	16	)	)	PUNCT
easat-4133	300	17	markets	market	NOUN
easat-4133	300	18	and	and	CCONJ
easat-4133	300	19	other	other	ADJ
easat-4133	300	20	currencies	currency	NOUN
easat-4133	300	21	,	,	PUNCT
easat-4133	300	22	specifically	specifically	ADV
easat-4133	300	23	highlighting	highlight	VERB
easat-4133	300	24	the	the	DET
easat-4133	300	25	persistence	persistence	NOUN
easat-4133	300	26	of	of	ADP
easat-4133	300	27	these	these	DET
easat-4133	300	28	relationships	relationship	NOUN
easat-4133	300	29	.	.	PUNCT
easat-4133	301	1	the	the	DET
easat-4133	301	2	mf	mf	NOUN
easat-4133	301	3	-	-	PUNCT
easat-4133	301	4	dcca	dcca	ADJ
easat-4133	301	5	method	method	NOUN
easat-4133	301	6	employed	employ	VERB
easat-4133	301	7	in	in	ADP
easat-4133	301	8	our	our	PRON
easat-4133	301	9	study	study	NOUN
easat-4133	301	10	revealed	reveal	VERB
easat-4133	301	11	that	that	SCONJ
easat-4133	301	12	,	,	PUNCT
easat-4133	301	13	like	like	ADP
easat-4133	301	14	the	the	DET
easat-4133	301	15	cross	cross	NOUN
easat-4133	301	16	-	-	NOUN
easat-4133	301	17	correlations	correlation	NOUN
easat-4133	301	18	in	in	ADP
easat-4133	301	19	the	the	DET
easat-4133	301	20	rmb	rmb	NOUN
easat-4133	301	21	markets	market	NOUN
easat-4133	301	22	,	,	PUNCT
easat-4133	301	23	the	the	DET
easat-4133	301	24	pacific	pacific	PROPN
easat-4133	301	25	asia	asia	PROPN
easat-4133	301	26	islamic	islamic	PROPN
easat-4133	301	27	indices	index	NOUN
easat-4133	301	28	exhibit	exhibit	VERB
easat-4133	301	29	not	not	PART
easat-4133	301	30	only	only	ADV
easat-4133	301	31	long	long	ADJ
easat-4133	301	32	-	-	PUNCT
easat-4133	301	33	term	term	NOUN
easat-4133	301	34	correlations	correlation	NOUN
easat-4133	301	35	but	but	CCONJ
easat-4133	301	36	also	also	ADV
easat-4133	301	37	multifractal	multifractal	ADJ
easat-4133	301	38	dynamics	dynamic	NOUN
easat-4133	301	39	,	,	PUNCT
easat-4133	301	40	signifying	signify	VERB
easat-4133	301	41	the	the	DET
easat-4133	301	42	persistent	persistent	ADJ
easat-4133	301	43	and	and	CCONJ
easat-4133	301	44	complex	complex	ADJ
easat-4133	301	45	interactions	interaction	NOUN
easat-4133	301	46	between	between	ADP
easat-4133	301	47	these	these	DET
easat-4133	301	48	markets	market	NOUN
easat-4133	301	49	.	.	PUNCT
easat-4133	302	1	additionally	additionally	ADV
easat-4133	302	2	,	,	PUNCT
easat-4133	302	3	our	our	PRON
easat-4133	302	4	results	result	NOUN
easat-4133	302	5	resonate	resonate	VERB
easat-4133	302	6	with	with	ADP
easat-4133	302	7	the	the	DET
easat-4133	302	8	findings	finding	NOUN
easat-4133	302	9	of	of	ADP
easat-4133	302	10	cao	cao	PROPN
easat-4133	302	11	,	,	PUNCT
easat-4133	302	12	et	et	PROPN
easat-4133	302	13	al	al	PROPN
easat-4133	302	14	.	.	PUNCT
easat-4133	303	1	[	[	X
easat-4133	303	2	9	9	NUM
easat-4133	303	3	]	]	PUNCT
easat-4133	303	4	who	who	PRON
easat-4133	303	5	observed	observe	VERB
easat-4133	303	6	strong	strong	ADJ
easat-4133	303	7	crossmarket	crossmarket	NOUN
easat-4133	303	8	conductivity	conductivity	NOUN
easat-4133	303	9	between	between	ADP
easat-4133	303	10	mainland	mainland	NOUN
easat-4133	303	11	china	china	PROPN
easat-4133	303	12	and	and	CCONJ
easat-4133	303	13	hong	hong	PROPN
easat-4133	303	14	kong	kong	PROPN
easat-4133	303	15	,	,	PUNCT
easat-4133	303	16	particularly	particularly	ADV
easat-4133	303	17	during	during	ADP
easat-4133	303	18	market	market	NOUN
easat-4133	303	19	fluctuations	fluctuation	NOUN
easat-4133	303	20	.	.	PUNCT
easat-4133	304	1	our	our	PRON
easat-4133	304	2	analysis	analysis	NOUN
easat-4133	304	3	also	also	ADV
easat-4133	304	4	indicated	indicate	VERB
easat-4133	304	5	that	that	SCONJ
easat-4133	304	6	cross	cross	NOUN
easat-4133	304	7	-	-	NOUN
easat-4133	304	8	correlations	correlation	NOUN
easat-4133	304	9	among	among	ADP
easat-4133	304	10	the	the	DET
easat-4133	304	11	six	six	NUM
easat-4133	304	12	pacific	pacific	PROPN
easat-4133	304	13	asia	asia	PROPN
easat-4133	304	14	islamic	islamic	PROPN
easat-4133	304	15	stock	stock	PROPN
easat-4133	304	16	markets	market	NOUN
easat-4133	304	17	are	be	AUX
easat-4133	304	18	robust	robust	ADJ
easat-4133	304	19	and	and	CCONJ
easat-4133	304	20	long	long	ADV
easat-4133	304	21	-	-	PUNCT
easat-4133	304	22	lasting	last	VERB
easat-4133	304	23	,	,	PUNCT
easat-4133	304	24	even	even	ADV
easat-4133	304	25	when	when	SCONJ
easat-4133	304	26	considering	consider	VERB
easat-4133	304	27	various	various	ADJ
easat-4133	304	28	time	time	NOUN
easat-4133	304	29	scales	scale	NOUN
easat-4133	304	30	.	.	PUNCT
easat-4133	305	1	this	this	PRON
easat-4133	305	2	points	point	VERB
easat-4133	305	3	to	to	ADP
easat-4133	305	4	the	the	DET
easat-4133	305	5	broader	broad	ADJ
easat-4133	305	6	regional	regional	ADJ
easat-4133	305	7	integration	integration	NOUN
easat-4133	305	8	and	and	CCONJ
easat-4133	305	9	interconnectedness	interconnectedness	NOUN
easat-4133	305	10	of	of	ADP
easat-4133	305	11	these	these	DET
easat-4133	305	12	markets	market	NOUN
easat-4133	305	13	,	,	PUNCT
easat-4133	305	14	similar	similar	ADJ
easat-4133	305	15	to	to	ADP
easat-4133	305	16	what	what	PRON
easat-4133	305	17	has	have	AUX
easat-4133	305	18	been	be	AUX
easat-4133	305	19	observed	observe	VERB
easat-4133	305	20	in	in	ADP
easat-4133	305	21	studies	study	NOUN
easat-4133	305	22	of	of	ADP
easat-4133	305	23	the	the	DET
easat-4133	305	24	shanghai	shanghai	PROPN
easat-4133	305	25	-	-	PUNCT
easat-4133	305	26	hong	hong	PROPN
easat-4133	305	27	kong	kong	PROPN
easat-4133	305	28	stock	stock	PROPN
easat-4133	305	29	connect	connect	VERB
easat-4133	305	30	[	[	X
easat-4133	305	31	7	7	X
easat-4133	305	32	]	]	PUNCT
easat-4133	305	33	where	where	SCONJ
easat-4133	305	34	post	post	ADJ
easat-4133	305	35	-	-	ADJ
easat-4133	305	36	liberalization	liberalization	ADJ
easat-4133	305	37	cross	cross	NOUN
easat-4133	305	38	-	-	NOUN
easat-4133	305	39	correlations	correlation	NOUN
easat-4133	305	40	between	between	ADP
easat-4133	305	41	the	the	DET
easat-4133	305	42	two	two	NUM
easat-4133	305	43	markets	market	NOUN
easat-4133	305	44	became	become	VERB
easat-4133	305	45	more	more	ADV
easat-4133	305	46	persistent	persistent	ADJ
easat-4133	305	47	.	.	PUNCT
easat-4133	306	1	our	our	PRON
easat-4133	306	2	study	study	NOUN
easat-4133	306	3	further	far	ADV
easat-4133	306	4	builds	build	VERB
easat-4133	306	5	on	on	ADP
easat-4133	306	6	the	the	DET
easat-4133	306	7	work	work	NOUN
easat-4133	306	8	of	of	ADP
easat-4133	306	9	yanjun	yanjun	PROPN
easat-4133	306	10	and	and	CCONJ
easat-4133	306	11	cheng	cheng	PROPN
easat-4133	307	1	[	[	X
easat-4133	307	2	10	10	NUM
easat-4133	307	3	]	]	PUNCT
easat-4133	307	4	and	and	CCONJ
easat-4133	307	5	wei	wei	PROPN
easat-4133	307	6	,	,	PUNCT
easat-4133	307	7	et	et	PROPN
easat-4133	307	8	al	al	PROPN
easat-4133	307	9	.	.	PUNCT
easat-4133	308	1	[	[	X
easat-4133	308	2	11	11	NUM
easat-4133	308	3	]	]	PUNCT
easat-4133	308	4	who	who	PRON
easat-4133	308	5	highlighted	highlight	VERB
easat-4133	308	6	how	how	SCONJ
easat-4133	308	7	financial	financial	ADJ
easat-4133	308	8	crises	crisis	NOUN
easat-4133	308	9	and	and	CCONJ
easat-4133	308	10	economic	economic	ADJ
easat-4133	308	11	events	event	NOUN
easat-4133	308	12	can	can	AUX
easat-4133	308	13	amplify	amplify	VERB
easat-4133	308	14	the	the	DET
easat-4133	308	15	intensity	intensity	NOUN
easat-4133	308	16	of	of	ADP
easat-4133	308	17	cross	cross	NOUN
easat-4133	308	18	-	-	NOUN
easat-4133	308	19	correlations	correlation	NOUN
easat-4133	308	20	and	and	CCONJ
easat-4133	308	21	multifractality	multifractality	NOUN
easat-4133	308	22	.	.	PUNCT
easat-4133	309	1	while	while	SCONJ
easat-4133	309	2	this	this	DET
easat-4133	309	3	study	study	NOUN
easat-4133	309	4	did	do	AUX
easat-4133	309	5	not	not	PART
easat-4133	309	6	focus	focus	VERB
easat-4133	309	7	explicitly	explicitly	ADV
easat-4133	309	8	on	on	ADP
easat-4133	309	9	crisis	crisis	NOUN
easat-4133	309	10	periods	period	NOUN
easat-4133	309	11	,	,	PUNCT
easat-4133	309	12	the	the	DET
easat-4133	309	13	findings	finding	NOUN
easat-4133	309	14	suggest	suggest	VERB
easat-4133	309	15	that	that	SCONJ
easat-4133	309	16	the	the	DET
easat-4133	309	17	interconnectedness	interconnectedness	NOUN
easat-4133	309	18	of	of	ADP
easat-4133	309	19	these	these	DET
easat-4133	309	20	markets	market	NOUN
easat-4133	309	21	could	could	AUX
easat-4133	309	22	be	be	AUX
easat-4133	309	23	amplified	amplify	VERB
easat-4133	309	24	under	under	ADP
easat-4133	309	25	conditions	condition	NOUN
easat-4133	309	26	of	of	ADP
easat-4133	309	27	economic	economic	ADJ
easat-4133	309	28	shocks	shock	NOUN
easat-4133	309	29	or	or	CCONJ
easat-4133	309	30	financial	financial	ADJ
easat-4133	309	31	instability	instability	NOUN
easat-4133	309	32	.	.	PUNCT
easat-4133	310	1	as	as	SCONJ
easat-4133	310	2	observed	observe	VERB
easat-4133	310	3	by	by	ADP
easat-4133	310	4	yanjun	yanjun	PROPN
easat-4133	310	5	and	and	CCONJ
easat-4133	310	6	cheng	cheng	PROPN
easat-4133	310	7	[	[	X
easat-4133	310	8	10	10	NUM
easat-4133	310	9	]	]	X
easat-4133	310	10	the	the	DET
easat-4133	310	11	degree	degree	NOUN
easat-4133	310	12	of	of	ADP
easat-4133	310	13	multifractality	multifractality	NOUN
easat-4133	310	14	in	in	ADP
easat-4133	310	15	market	market	NOUN
easat-4133	310	16	relationships	relationship	NOUN
easat-4133	310	17	often	often	ADV
easat-4133	310	18	intensifies	intensify	VERB
easat-4133	310	19	during	during	ADP
easat-4133	310	20	crises	crisis	NOUN
easat-4133	310	21	,	,	PUNCT
easat-4133	310	22	further	far	ADV
easat-4133	310	23	reinforcing	reinforce	VERB
easat-4133	310	24	the	the	DET
easat-4133	310	25	argument	argument	NOUN
easat-4133	310	26	that	that	SCONJ
easat-4133	310	27	multifractal	multifractal	ADJ
easat-4133	310	28	behavior	behavior	NOUN
easat-4133	310	29	plays	play	VERB
easat-4133	310	30	a	a	DET
easat-4133	310	31	significant	significant	ADJ
easat-4133	310	32	role	role	NOUN
easat-4133	310	33	in	in	ADP
easat-4133	310	34	understanding	understand	VERB
easat-4133	310	35	market	market	NOUN
easat-4133	310	36	dynamics	dynamic	NOUN
easat-4133	310	37	during	during	ADP
easat-4133	310	38	extreme	extreme	ADJ
easat-4133	310	39	market	market	NOUN
easat-4133	310	40	events	event	NOUN
easat-4133	310	41	.	.	PUNCT
easat-4133	311	1	moreover	moreover	ADV
easat-4133	311	2	,	,	PUNCT
easat-4133	311	3	the	the	DET
easat-4133	311	4	findings	finding	NOUN
easat-4133	311	5	of	of	ADP
easat-4133	311	6	this	this	DET
easat-4133	311	7	study	study	NOUN
easat-4133	311	8	align	align	VERB
easat-4133	311	9	with	with	ADP
easat-4133	311	10	the	the	DET
easat-4133	311	11	evolving	evolve	VERB
easat-4133	311	12	application	application	NOUN
easat-4133	311	13	of	of	ADP
easat-4133	311	14	multifractal	multifractal	ADJ
easat-4133	311	15	analysis	analysis	NOUN
easat-4133	311	16	to	to	ADP
easat-4133	311	17	broader	broad	ADJ
easat-4133	311	18	asset	asset	NOUN
easat-4133	311	19	classes	class	NOUN
easat-4133	311	20	,	,	PUNCT
easat-4133	311	21	as	as	SCONJ
easat-4133	311	22	seen	see	VERB
easat-4133	311	23	in	in	ADP
easat-4133	311	24	the	the	DET
easat-4133	311	25	work	work	NOUN
easat-4133	311	26	of	of	ADP
easat-4133	311	27	jia	jia	PROPN
easat-4133	311	28	,	,	PUNCT
easat-4133	311	29	et	et	PROPN
easat-4133	311	30	al	al	PROPN
easat-4133	311	31	.	.	PUNCT
easat-4133	312	1	[	[	X
easat-4133	312	2	13	13	NUM
easat-4133	312	3	]	]	PUNCT
easat-4133	312	4	on	on	ADP
easat-4133	312	5	commodity	commodity	NOUN
easat-4133	312	6	markets	market	NOUN
easat-4133	312	7	and	and	CCONJ
easat-4133	312	8	acikgoz	acikgoz	ADJ
easat-4133	312	9	,	,	PUNCT
easat-4133	312	10	et	et	PROPN
easat-4133	312	11	al	al	PROPN
easat-4133	312	12	.	.	PUNCT
easat-4133	313	1	[	[	X
easat-4133	313	2	14	14	NUM
easat-4133	313	3	]	]	PUNCT
easat-4133	313	4	on	on	ADP
easat-4133	313	5	green	green	ADJ
easat-4133	313	6	bonds	bond	NOUN
easat-4133	313	7	.	.	PUNCT
easat-4133	314	1	just	just	ADV
easat-4133	314	2	as	as	SCONJ
easat-4133	314	3	commodity	commodity	NOUN
easat-4133	314	4	markets	market	NOUN
easat-4133	314	5	such	such	ADJ
easat-4133	314	6	as	as	ADP
easat-4133	314	7	soybean	soybean	NOUN
easat-4133	314	8	futures	future	NOUN
easat-4133	314	9	exhibit	exhibit	VERB
easat-4133	314	10	long	long	ADJ
easat-4133	314	11	-	-	PUNCT
easat-4133	314	12	range	range	NOUN
easat-4133	314	13	dependencies	dependency	NOUN
easat-4133	314	14	,	,	PUNCT
easat-4133	314	15	our	our	PRON
easat-4133	314	16	study	study	NOUN
easat-4133	314	17	shows	show	VERB
easat-4133	314	18	that	that	SCONJ
easat-4133	314	19	the	the	DET
easat-4133	314	20	islamic	islamic	ADJ
easat-4133	314	21	stock	stock	NOUN
easat-4133	314	22	markets	market	NOUN
easat-4133	314	23	in	in	ADP
easat-4133	314	24	pacific	pacific	PROPN
easat-4133	314	25	asia	asia	PROPN
easat-4133	314	26	display	display	VERB
easat-4133	314	27	similar	similar	ADJ
easat-4133	314	28	multifractal	multifractal	ADJ
easat-4133	314	29	characteristics	characteristic	NOUN
easat-4133	314	30	.	.	PUNCT
easat-4133	315	1	this	this	PRON
easat-4133	315	2	indicates	indicate	VERB
easat-4133	315	3	that	that	SCONJ
easat-4133	315	4	the	the	DET
easat-4133	315	5	method	method	NOUN
easat-4133	315	6	of	of	ADP
easat-4133	315	7	mf	mf	PROPN
easat-4133	315	8	-	-	PUNCT
easat-4133	315	9	dcca	dcca	NOUN
easat-4133	315	10	can	can	AUX
easat-4133	315	11	effectively	effectively	ADV
easat-4133	315	12	capture	capture	VERB
easat-4133	315	13	the	the	DET
easat-4133	315	14	complexities	complexity	NOUN
easat-4133	315	15	of	of	ADP
easat-4133	315	16	market	market	NOUN
easat-4133	315	17	interdependencies	interdependency	NOUN
easat-4133	315	18	not	not	PART
easat-4133	315	19	only	only	ADV
easat-4133	315	20	in	in	ADP
easat-4133	315	21	traditional	traditional	ADJ
easat-4133	315	22	asset	asset	NOUN
easat-4133	315	23	classes	class	NOUN
easat-4133	315	24	but	but	CCONJ
easat-4133	315	25	also	also	ADV
easat-4133	315	26	in	in	ADP
easat-4133	315	27	emerging	emerge	VERB
easat-4133	315	28	financial	financial	ADJ
easat-4133	315	29	instruments	instrument	NOUN
easat-4133	315	30	and	and	CCONJ
easat-4133	315	31	markets	market	NOUN
easat-4133	315	32	.	.	PUNCT
easat-4133	316	1	this	this	DET
easat-4133	316	2	study	study	NOUN
easat-4133	316	3	contributes	contribute	VERB
easat-4133	316	4	to	to	ADP
easat-4133	316	5	the	the	DET
easat-4133	316	6	growing	grow	VERB
easat-4133	316	7	body	body	NOUN
easat-4133	316	8	of	of	ADP
easat-4133	316	9	literature	literature	NOUN
easat-4133	316	10	on	on	ADP
easat-4133	316	11	multifractality	multifractality	NOUN
easat-4133	316	12	and	and	CCONJ
easat-4133	316	13	cross	cross	NOUN
easat-4133	316	14	-	-	NOUN
easat-4133	316	15	correlations	correlation	NOUN
easat-4133	316	16	in	in	ADP
easat-4133	316	17	financial	financial	ADJ
easat-4133	316	18	markets	market	NOUN
easat-4133	316	19	.	.	PUNCT
easat-4133	317	1	while	while	SCONJ
easat-4133	317	2	similar	similar	ADJ
easat-4133	317	3	results	result	NOUN
easat-4133	317	4	have	have	AUX
easat-4133	317	5	been	be	AUX
easat-4133	317	6	observed	observe	VERB
easat-4133	317	7	in	in	ADP
easat-4133	317	8	studies	study	NOUN
easat-4133	317	9	of	of	ADP
easat-4133	317	10	other	other	ADJ
easat-4133	317	11	regions	region	NOUN
easat-4133	317	12	and	and	CCONJ
easat-4133	317	13	asset	asset	NOUN
easat-4133	317	14	classes	class	NOUN
easat-4133	317	15	,	,	PUNCT
easat-4133	317	16	this	this	DET
easat-4133	317	17	research	research	NOUN
easat-4133	317	18	adds	add	VERB
easat-4133	317	19	new	new	ADJ
easat-4133	317	20	insights	insight	NOUN
easat-4133	317	21	by	by	ADP
easat-4133	317	22	focusing	focus	VERB
easat-4133	317	23	on	on	ADP
easat-4133	317	24	the	the	DET
easat-4133	317	25	pacific	pacific	PROPN
easat-4133	317	26	asia	asia	PROPN
easat-4133	317	27	islamic	islamic	PROPN
easat-4133	317	28	stock	stock	NOUN
easat-4133	317	29	markets	market	NOUN
easat-4133	317	30	,	,	PUNCT
easat-4133	317	31	highlighting	highlight	VERB
easat-4133	317	32	the	the	DET
easat-4133	317	33	role	role	NOUN
easat-4133	317	34	of	of	ADP
easat-4133	317	35	both	both	CCONJ
easat-4133	317	36	long	long	ADJ
easat-4133	317	37	-	-	PUNCT
easat-4133	317	38	term	term	NOUN
easat-4133	317	39	cross	cross	NOUN
easat-4133	317	40	-	-	NOUN
easat-4133	317	41	correlations	correlation	NOUN
easat-4133	317	42	and	and	CCONJ
easat-4133	317	43	heavy	heavy	ADV
easat-4133	317	44	-	-	PUNCT
easat-4133	317	45	tailed	tail	VERB
easat-4133	317	46	distributions	distribution	NOUN
easat-4133	317	47	in	in	ADP
easat-4133	317	48	the	the	DET
easat-4133	317	49	cross	cross	ADJ
easat-4133	317	50	-	-	ADJ
easat-4133	317	51	correlation	correlation	ADJ
easat-4133	317	52	multifractal	multifractal	ADJ
easat-4133	317	53	nature	nature	NOUN
easat-4133	317	54	of	of	ADP
easat-4133	317	55	these	these	DET
easat-4133	317	56	markets	market	NOUN
easat-4133	317	57	.	.	PUNCT
easat-4133	318	1	this	this	DET
easat-4133	318	2	research	research	NOUN
easat-4133	318	3	reinforces	reinforce	VERB
easat-4133	318	4	the	the	DET
easat-4133	318	5	importance	importance	NOUN
easat-4133	318	6	of	of	ADP
easat-4133	318	7	incorporating	incorporate	VERB
easat-4133	318	8	advanced	advanced	ADJ
easat-4133	318	9	,	,	PUNCT
easat-4133	318	10	multifractal	multifractal	ADJ
easat-4133	318	11	-	-	PUNCT
easat-4133	318	12	based	base	VERB
easat-4133	318	13	models	model	NOUN
easat-4133	318	14	in	in	ADP
easat-4133	318	15	portfolio	portfolio	NOUN
easat-4133	318	16	management	management	NOUN
easat-4133	318	17	,	,	PUNCT
easat-4133	318	18	risk	risk	NOUN
easat-4133	318	19	assessment	assessment	NOUN
easat-4133	318	20	,	,	PUNCT
easat-4133	318	21	and	and	CCONJ
easat-4133	318	22	financial	financial	ADJ
easat-4133	318	23	market	market	NOUN
easat-4133	318	24	regulation	regulation	NOUN
easat-4133	318	25	,	,	PUNCT
easat-4133	318	26	especially	especially	ADV
easat-4133	318	27	in	in	ADP
easat-4133	318	28	interconnected	interconnected	ADJ
easat-4133	318	29	markets	market	NOUN
easat-4133	318	30	such	such	ADJ
easat-4133	318	31	as	as	ADP
easat-4133	318	32	those	those	PRON
easat-4133	318	33	in	in	ADP
easat-4133	318	34	the	the	DET
easat-4133	318	35	pacific	pacific	PROPN
easat-4133	318	36	asia	asia	PROPN
easat-4133	318	37	region	region	NOUN
easat-4133	318	38	.	.	PUNCT
easat-4133	319	1	5	5	X
easat-4133	319	2	.	.	X
easat-4133	319	3	conclusion	conclusion	NOUN
easat-4133	319	4	this	this	DET
easat-4133	319	5	study	study	NOUN
easat-4133	319	6	provides	provide	VERB
easat-4133	319	7	a	a	DET
easat-4133	319	8	detailed	detailed	ADJ
easat-4133	319	9	investigation	investigation	NOUN
easat-4133	319	10	of	of	ADP
easat-4133	319	11	cross	cross	NOUN
easat-4133	319	12	-	-	NOUN
easat-4133	319	13	correlations	correlation	NOUN
easat-4133	319	14	among	among	ADP
easat-4133	319	15	six	six	NUM
easat-4133	319	16	pacific	pacific	PROPN
easat-4133	319	17	asia	asia	PROPN
easat-4133	319	18	islamic	islamic	PROPN
easat-4133	319	19	stock	stock	PROPN
easat-4133	319	20	markets	markets	PROPN
easat-4133	319	21	china	china	PROPN
easat-4133	319	22	,	,	PUNCT
easat-4133	319	23	india	india	PROPN
easat-4133	319	24	,	,	PUNCT
easat-4133	319	25	indonesia	indonesia	PROPN
easat-4133	319	26	,	,	PUNCT
easat-4133	319	27	pakistan	pakistan	PROPN
easat-4133	319	28	,	,	PUNCT
easat-4133	319	29	malaysia	malaysia	PROPN
easat-4133	319	30	,	,	PUNCT
easat-4133	319	31	and	and	CCONJ
easat-4133	319	32	thailand	thailand	PROPN
easat-4133	319	33	employing	employ	VERB
easat-4133	319	34	the	the	DET
easat-4133	319	35	multifractal	multifractal	ADJ
easat-4133	319	36	detrended	detrende	VERB
easat-4133	319	37	cross	cross	ADJ
easat-4133	319	38	-	-	ADJ
easat-4133	319	39	correlation	correlation	ADJ
easat-4133	319	40	analysis	analysis	NOUN
easat-4133	319	41	(	(	PUNCT
easat-4133	319	42	mf	mf	NOUN
easat-4133	319	43	-	-	PUNCT
easat-4133	319	44	dcca	dcca	ADJ
easat-4133	319	45	)	)	PUNCT
easat-4133	319	46	method	method	NOUN
easat-4133	319	47	.	.	PUNCT
easat-4133	320	1	the	the	DET
easat-4133	320	2	dataset	dataset	NOUN
easat-4133	320	3	includes	include	VERB
easat-4133	320	4	daily	daily	ADJ
easat-4133	320	5	closing	closing	NOUN
easat-4133	320	6	prices	price	NOUN
easat-4133	320	7	of	of	ADP
easat-4133	320	8	359	359	NUM
easat-4133	320	9	edelweiss	edelweiss	PROPN
easat-4133	320	10	applied	apply	VERB
easat-4133	320	11	science	science	NOUN
easat-4133	320	12	and	and	CCONJ
easat-4133	320	13	technology	technology	NOUN
easat-4133	320	14	issn	issn	PROPN
easat-4133	320	15	:	:	PUNCT
easat-4133	320	16	2576	2576	NUM
easat-4133	320	17	-	-	SYM
easat-4133	320	18	8484	8484	NUM
easat-4133	320	19	vol	vol	NOUN
easat-4133	320	20	.	.	PROPN
easat-4133	321	1	9	9	NUM
easat-4133	321	2	,	,	PUNCT
easat-4133	321	3	no	no	INTJ
easat-4133	321	4	.	.	NOUN
easat-4133	321	5	1	1	NUM
easat-4133	321	6	:	:	PUNCT
easat-4133	321	7	341	341	NUM
easat-4133	321	8	-	-	SYM
easat-4133	321	9	360	360	NUM
easat-4133	321	10	,	,	PUNCT
easat-4133	321	11	2025	2025	NUM
easat-4133	321	12	doi	doi	NOUN
easat-4133	321	13	:	:	PUNCT
easat-4133	321	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	321	15	©	©	PROPN
easat-4133	321	16	2025	2025	NUM
easat-4133	321	17	by	by	ADP
easat-4133	321	18	the	the	DET
easat-4133	321	19	authors	author	NOUN
easat-4133	321	20	;	;	PUNCT
easat-4133	321	21	licensee	licensee	PROPN
easat-4133	321	22	learning	learning	PROPN
easat-4133	321	23	gate	gate	PROPN
easat-4133	321	24	pacific	pacific	PROPN
easat-4133	321	25	asia	asia	PROPN
easat-4133	321	26	islamic	islamic	PROPN
easat-4133	321	27	indices	index	NOUN
easat-4133	321	28	,	,	PUNCT
easat-4133	321	29	covering	cover	VERB
easat-4133	321	30	the	the	DET
easat-4133	321	31	period	period	NOUN
easat-4133	321	32	from	from	ADP
easat-4133	321	33	january	january	PROPN
easat-4133	321	34	1	1	NUM
easat-4133	321	35	,	,	PUNCT
easat-4133	321	36	2011	2011	NUM
easat-4133	321	37	,	,	PUNCT
easat-4133	321	38	to	to	ADP
easat-4133	321	39	august	august	PROPN
easat-4133	321	40	1	1	NUM
easat-4133	321	41	,	,	PUNCT
easat-4133	321	42	2024	2024	NUM
easat-4133	321	43	,	,	PUNCT
easat-4133	321	44	with	with	ADP
easat-4133	321	45	approximately	approximately	ADV
easat-4133	321	46	3315	3315	NUM
easat-4133	321	47	observations	observation	NOUN
easat-4133	321	48	.	.	PUNCT
easat-4133	322	1	as	as	ADP
easat-4133	322	2	a	a	DET
easat-4133	322	3	preliminary	preliminary	ADJ
easat-4133	322	4	analysis	analysis	NOUN
easat-4133	322	5	,	,	PUNCT
easat-4133	322	6	the	the	DET
easat-4133	322	7	application	application	NOUN
easat-4133	322	8	of	of	ADP
easat-4133	322	9	the	the	DET
easat-4133	322	10	dcca	dcca	ADJ
easat-4133	322	11	cross	cross	ADJ
easat-4133	322	12	-	-	ADJ
easat-4133	322	13	correlation	correlation	ADJ
easat-4133	322	14	coefficient	coefficient	NOUN
easat-4133	322	15	method	method	NOUN
easat-4133	322	16	highlighted	highlight	VERB
easat-4133	322	17	that	that	SCONJ
easat-4133	322	18	the	the	DET
easat-4133	322	19	cross	cros	NOUN
easat-4133	322	20	-	-	NOUN
easat-4133	322	21	correlations	correlation	NOUN
easat-4133	322	22	are	be	AUX
easat-4133	322	23	not	not	PART
easat-4133	322	24	only	only	ADV
easat-4133	322	25	persistent	persistent	ADJ
easat-4133	322	26	but	but	CCONJ
easat-4133	322	27	also	also	ADV
easat-4133	322	28	exhibit	exhibit	VERB
easat-4133	322	29	long	long	ADJ
easat-4133	322	30	-	-	PUNCT
easat-4133	322	31	term	term	NOUN
easat-4133	322	32	stability	stability	NOUN
easat-4133	322	33	across	across	ADP
easat-4133	322	34	most	most	ADJ
easat-4133	322	35	index	index	NOUN
easat-4133	322	36	pairs	pair	NOUN
easat-4133	322	37	.	.	PUNCT
easat-4133	323	1	utilizing	utilize	VERB
easat-4133	323	2	core	core	NOUN
easat-4133	323	3	components	component	NOUN
easat-4133	323	4	of	of	ADP
easat-4133	323	5	the	the	DET
easat-4133	323	6	mf	mf	PROPN
easat-4133	323	7	-	-	PUNCT
easat-4133	323	8	dcca	dcca	ADJ
easat-4133	323	9	method	method	NOUN
easat-4133	323	10	,	,	PUNCT
easat-4133	323	11	such	such	ADJ
easat-4133	323	12	as	as	ADP
easat-4133	323	13	generalized	generalized	ADJ
easat-4133	323	14	hurst	hurst	PROPN
easat-4133	323	15	exponents	exponents	PROPN
easat-4133	323	16	,	,	PUNCT
easat-4133	323	17	rényi	rényi	NOUN
easat-4133	323	18	exponents	exponent	NOUN
easat-4133	323	19	,	,	PUNCT
easat-4133	323	20	and	and	CCONJ
easat-4133	323	21	hölder	hölder	VERB
easat-4133	323	22	singularity	singularity	NOUN
easat-4133	323	23	spectrum	spectrum	NOUN
easat-4133	323	24	,	,	PUNCT
easat-4133	323	25	further	far	ADV
easat-4133	323	26	confirmed	confirm	VERB
easat-4133	323	27	that	that	SCONJ
easat-4133	323	28	the	the	DET
easat-4133	323	29	index	index	NOUN
easat-4133	323	30	pairs	pair	NOUN
easat-4133	323	31	display	display	VERB
easat-4133	323	32	long	long	ADJ
easat-4133	323	33	-	-	PUNCT
easat-4133	323	34	range	range	NOUN
easat-4133	323	35	persistent	persistent	ADJ
easat-4133	323	36	cross	cross	NOUN
easat-4133	323	37	-	-	NOUN
easat-4133	323	38	correlations	correlation	NOUN
easat-4133	323	39	and	and	CCONJ
easat-4133	323	40	multifractal	multifractal	ADJ
easat-4133	323	41	behavior	behavior	NOUN
easat-4133	323	42	.	.	PUNCT
easat-4133	324	1	these	these	DET
easat-4133	324	2	findings	finding	NOUN
easat-4133	324	3	indicate	indicate	VERB
easat-4133	324	4	that	that	SCONJ
easat-4133	324	5	the	the	DET
easat-4133	324	6	markets	market	NOUN
easat-4133	324	7	are	be	AUX
easat-4133	324	8	deeply	deeply	ADV
easat-4133	324	9	interconnected	interconnected	ADJ
easat-4133	324	10	,	,	PUNCT
easat-4133	324	11	with	with	ADP
easat-4133	324	12	multifractal	multifractal	ADJ
easat-4133	324	13	dynamics	dynamic	NOUN
easat-4133	324	14	influencing	influence	VERB
easat-4133	324	15	their	their	PRON
easat-4133	324	16	interactions	interaction	NOUN
easat-4133	324	17	.	.	PUNCT
easat-4133	325	1	moreover	moreover	ADV
easat-4133	325	2	,	,	PUNCT
easat-4133	325	3	the	the	DET
easat-4133	325	4	investigation	investigation	NOUN
easat-4133	325	5	into	into	ADP
easat-4133	325	6	the	the	DET
easat-4133	325	7	sources	source	NOUN
easat-4133	325	8	of	of	ADP
easat-4133	325	9	multifractality	multifractality	NOUN
easat-4133	325	10	through	through	ADP
easat-4133	325	11	surrogation	surrogation	NOUN
easat-4133	325	12	and	and	CCONJ
easat-4133	325	13	shuffling	shuffle	VERB
easat-4133	325	14	transformations	transformation	NOUN
easat-4133	325	15	revealed	reveal	VERB
easat-4133	325	16	that	that	SCONJ
easat-4133	325	17	both	both	CCONJ
easat-4133	325	18	long	long	ADJ
easat-4133	325	19	-	-	PUNCT
easat-4133	325	20	term	term	NOUN
easat-4133	325	21	cross	cross	NOUN
easat-4133	325	22	-	-	NOUN
easat-4133	325	23	correlations	correlation	NOUN
easat-4133	325	24	and	and	CCONJ
easat-4133	325	25	heavy	heavy	ADV
easat-4133	325	26	-	-	PUNCT
easat-4133	325	27	tailed	tail	VERB
easat-4133	325	28	distributions	distribution	NOUN
easat-4133	325	29	play	play	VERB
easat-4133	325	30	significant	significant	ADJ
easat-4133	325	31	roles	role	NOUN
easat-4133	325	32	in	in	ADP
easat-4133	325	33	the	the	DET
easat-4133	325	34	multifractal	multifractal	ADJ
easat-4133	325	35	nature	nature	NOUN
easat-4133	325	36	of	of	ADP
easat-4133	325	37	the	the	DET
easat-4133	325	38	observed	observed	ADJ
easat-4133	325	39	cross	cross	NOUN
easat-4133	325	40	-	-	NOUN
easat-4133	325	41	correlations	correlation	NOUN
easat-4133	325	42	.	.	PUNCT
easat-4133	326	1	this	this	DET
easat-4133	326	2	study	study	NOUN
easat-4133	326	3	provides	provide	VERB
easat-4133	326	4	a	a	DET
easat-4133	326	5	detailed	detailed	ADJ
easat-4133	326	6	investigation	investigation	NOUN
easat-4133	326	7	of	of	ADP
easat-4133	326	8	the	the	DET
easat-4133	326	9	cross	cross	NOUN
easat-4133	326	10	-	-	NOUN
easat-4133	326	11	correlations	correlation	NOUN
easat-4133	326	12	among	among	ADP
easat-4133	326	13	six	six	NUM
easat-4133	326	14	pacific	pacific	PROPN
easat-4133	326	15	asia	asia	PROPN
easat-4133	326	16	islamic	islamic	PROPN
easat-4133	326	17	stock	stock	NOUN
easat-4133	326	18	markets	market	NOUN
easat-4133	326	19	,	,	PUNCT
easat-4133	326	20	revealing	reveal	VERB
easat-4133	326	21	important	important	ADJ
easat-4133	326	22	practical	practical	ADJ
easat-4133	326	23	implications	implication	NOUN
easat-4133	326	24	for	for	ADP
easat-4133	326	25	investors	investor	NOUN
easat-4133	326	26	,	,	PUNCT
easat-4133	326	27	policymakers	policymaker	NOUN
easat-4133	326	28	,	,	PUNCT
easat-4133	326	29	and	and	CCONJ
easat-4133	326	30	financial	financial	ADJ
easat-4133	326	31	market	market	NOUN
easat-4133	326	32	regulators	regulator	NOUN
easat-4133	326	33	.	.	PUNCT
easat-4133	327	1	the	the	DET
easat-4133	327	2	presence	presence	NOUN
easat-4133	327	3	of	of	ADP
easat-4133	327	4	long	long	ADJ
easat-4133	327	5	-	-	PUNCT
easat-4133	327	6	range	range	NOUN
easat-4133	327	7	cross	cross	NOUN
easat-4133	327	8	-	-	NOUN
easat-4133	327	9	correlations	correlation	NOUN
easat-4133	327	10	and	and	CCONJ
easat-4133	327	11	multifractal	multifractal	ADJ
easat-4133	327	12	behavior	behavior	NOUN
easat-4133	327	13	indicates	indicate	VERB
easat-4133	327	14	that	that	SCONJ
easat-4133	327	15	these	these	DET
easat-4133	327	16	markets	market	NOUN
easat-4133	327	17	are	be	AUX
easat-4133	327	18	deeply	deeply	ADV
easat-4133	327	19	interconnected	interconnected	ADJ
easat-4133	327	20	,	,	PUNCT
easat-4133	327	21	meaning	mean	VERB
easat-4133	327	22	that	that	SCONJ
easat-4133	327	23	market	market	NOUN
easat-4133	327	24	movements	movement	NOUN
easat-4133	327	25	in	in	ADP
easat-4133	327	26	one	one	NUM
easat-4133	327	27	country	country	NOUN
easat-4133	327	28	could	could	AUX
easat-4133	327	29	have	have	VERB
easat-4133	327	30	persistent	persistent	ADJ
easat-4133	327	31	effects	effect	NOUN
easat-4133	327	32	on	on	ADP
easat-4133	327	33	others	other	NOUN
easat-4133	327	34	.	.	PUNCT
easat-4133	328	1	for	for	ADP
easat-4133	328	2	investors	investor	NOUN
easat-4133	328	3	,	,	PUNCT
easat-4133	328	4	this	this	DET
easat-4133	328	5	interdependence	interdependence	NOUN
easat-4133	328	6	highlights	highlight	VERB
easat-4133	328	7	the	the	DET
easat-4133	328	8	need	need	NOUN
easat-4133	328	9	for	for	ADP
easat-4133	328	10	dynamic	dynamic	ADJ
easat-4133	328	11	and	and	CCONJ
easat-4133	328	12	adaptive	adaptive	ADJ
easat-4133	328	13	portfolio	portfolio	NOUN
easat-4133	328	14	strategies	strategy	NOUN
easat-4133	328	15	.	.	PUNCT
easat-4133	329	1	traditional	traditional	ADJ
easat-4133	329	2	diversification	diversification	NOUN
easat-4133	329	3	approaches	approach	NOUN
easat-4133	329	4	,	,	PUNCT
easat-4133	329	5	which	which	PRON
easat-4133	329	6	assume	assume	VERB
easat-4133	329	7	market	market	NOUN
easat-4133	329	8	independence	independence	NOUN
easat-4133	329	9	,	,	PUNCT
easat-4133	329	10	may	may	AUX
easat-4133	329	11	not	not	PART
easat-4133	329	12	be	be	AUX
easat-4133	329	13	effective	effective	ADJ
easat-4133	329	14	,	,	PUNCT
easat-4133	329	15	and	and	CCONJ
easat-4133	329	16	investors	investor	NOUN
easat-4133	329	17	should	should	AUX
easat-4133	329	18	incorporate	incorporate	VERB
easat-4133	329	19	cross	cross	ADJ
easat-4133	329	20	-	-	NOUN
easat-4133	329	21	correlation	correlation	NOUN
easat-4133	329	22	and	and	CCONJ
easat-4133	329	23	multifractal	multifractal	ADJ
easat-4133	329	24	analyses	analysis	NOUN
easat-4133	329	25	into	into	ADP
easat-4133	329	26	their	their	PRON
easat-4133	329	27	decision	decision	NOUN
easat-4133	329	28	-	-	PUNCT
easat-4133	329	29	making	make	VERB
easat-4133	329	30	processes	process	NOUN
easat-4133	329	31	to	to	PART
easat-4133	329	32	improve	improve	VERB
easat-4133	329	33	risk	risk	NOUN
easat-4133	329	34	management	management	NOUN
easat-4133	329	35	and	and	CCONJ
easat-4133	329	36	portfolio	portfolio	NOUN
easat-4133	329	37	efficiency	efficiency	NOUN
easat-4133	329	38	.	.	PUNCT
easat-4133	330	1	policymakers	policymaker	NOUN
easat-4133	330	2	and	and	CCONJ
easat-4133	330	3	regulators	regulator	NOUN
easat-4133	330	4	in	in	ADP
easat-4133	330	5	the	the	DET
easat-4133	330	6	region	region	NOUN
easat-4133	330	7	must	must	AUX
easat-4133	330	8	recognize	recognize	VERB
easat-4133	330	9	the	the	DET
easat-4133	330	10	systemic	systemic	ADJ
easat-4133	330	11	risks	risk	NOUN
easat-4133	330	12	posed	pose	VERB
easat-4133	330	13	by	by	ADP
easat-4133	330	14	the	the	DET
easat-4133	330	15	interconnectedness	interconnectedness	NOUN
easat-4133	330	16	of	of	ADP
easat-4133	330	17	these	these	DET
easat-4133	330	18	markets	market	NOUN
easat-4133	330	19	.	.	PUNCT
easat-4133	331	1	financial	financial	ADJ
easat-4133	331	2	stocks	stock	NOUN
easat-4133	331	3	in	in	ADP
easat-4133	331	4	one	one	NUM
easat-4133	331	5	market	market	NOUN
easat-4133	331	6	could	could	AUX
easat-4133	331	7	easily	easily	ADV
easat-4133	331	8	spread	spread	VERB
easat-4133	331	9	across	across	ADP
easat-4133	331	10	the	the	DET
easat-4133	331	11	region	region	NOUN
easat-4133	331	12	,	,	PUNCT
easat-4133	331	13	affecting	affect	VERB
easat-4133	331	14	overall	overall	ADJ
easat-4133	331	15	market	market	NOUN
easat-4133	331	16	stability	stability	NOUN
easat-4133	331	17	.	.	PUNCT
easat-4133	332	1	by	by	ADP
easat-4133	332	2	understanding	understand	VERB
easat-4133	332	3	these	these	DET
easat-4133	332	4	long	long	ADJ
easat-4133	332	5	-	-	PUNCT
easat-4133	332	6	term	term	NOUN
easat-4133	332	7	correlations	correlation	NOUN
easat-4133	332	8	,	,	PUNCT
easat-4133	332	9	regulators	regulator	NOUN
easat-4133	332	10	can	can	AUX
easat-4133	332	11	better	well	ADV
easat-4133	332	12	monitor	monitor	VERB
easat-4133	332	13	and	and	CCONJ
easat-4133	332	14	mitigate	mitigate	VERB
easat-4133	332	15	risks	risk	NOUN
easat-4133	332	16	,	,	PUNCT
easat-4133	332	17	ensuring	ensure	VERB
easat-4133	332	18	that	that	SCONJ
easat-4133	332	19	financial	financial	ADJ
easat-4133	332	20	crises	crisis	NOUN
easat-4133	332	21	in	in	ADP
easat-4133	332	22	one	one	NUM
easat-4133	332	23	country	country	NOUN
easat-4133	332	24	do	do	AUX
easat-4133	332	25	not	not	PART
easat-4133	332	26	have	have	AUX
easat-4133	332	27	amplified	amplify	VERB
easat-4133	332	28	effects	effect	NOUN
easat-4133	332	29	across	across	ADP
easat-4133	332	30	others	other	NOUN
easat-4133	332	31	.	.	PUNCT
easat-4133	333	1	moreover	moreover	ADV
easat-4133	333	2	,	,	PUNCT
easat-4133	333	3	the	the	DET
easat-4133	333	4	findings	finding	NOUN
easat-4133	333	5	emphasize	emphasize	VERB
easat-4133	333	6	the	the	DET
easat-4133	333	7	importance	importance	NOUN
easat-4133	333	8	of	of	ADP
easat-4133	333	9	advanced	advanced	ADJ
easat-4133	333	10	,	,	PUNCT
easat-4133	333	11	multifractal	multifractal	ADJ
easat-4133	333	12	-	-	PUNCT
easat-4133	333	13	based	base	VERB
easat-4133	333	14	models	model	NOUN
easat-4133	333	15	for	for	ADP
easat-4133	333	16	monitoring	monitor	VERB
easat-4133	333	17	market	market	NOUN
easat-4133	333	18	stability	stability	NOUN
easat-4133	333	19	,	,	PUNCT
easat-4133	333	20	as	as	SCONJ
easat-4133	333	21	traditional	traditional	ADJ
easat-4133	333	22	models	model	NOUN
easat-4133	333	23	may	may	AUX
easat-4133	333	24	fail	fail	VERB
easat-4133	333	25	to	to	PART
easat-4133	333	26	capture	capture	VERB
easat-4133	333	27	the	the	DET
easat-4133	333	28	full	full	ADJ
easat-4133	333	29	scope	scope	NOUN
easat-4133	333	30	of	of	ADP
easat-4133	333	31	market	market	NOUN
easat-4133	333	32	interdependence	interdependence	NOUN
easat-4133	333	33	and	and	CCONJ
easat-4133	333	34	extreme	extreme	ADJ
easat-4133	333	35	events	event	NOUN
easat-4133	333	36	.	.	PUNCT
easat-4133	334	1	the	the	DET
easat-4133	334	2	interconnected	interconnected	ADJ
easat-4133	334	3	nature	nature	NOUN
easat-4133	334	4	of	of	ADP
easat-4133	334	5	these	these	DET
easat-4133	334	6	markets	market	NOUN
easat-4133	334	7	also	also	ADV
easat-4133	334	8	opens	open	VERB
easat-4133	334	9	the	the	DET
easat-4133	334	10	door	door	NOUN
easat-4133	334	11	for	for	ADP
easat-4133	334	12	financial	financial	ADJ
easat-4133	334	13	innovation	innovation	NOUN
easat-4133	334	14	,	,	PUNCT
easat-4133	334	15	such	such	ADJ
easat-4133	334	16	as	as	ADP
easat-4133	334	17	the	the	DET
easat-4133	334	18	development	development	NOUN
easat-4133	334	19	of	of	ADP
easat-4133	334	20	regional	regional	ADJ
easat-4133	334	21	investment	investment	NOUN
easat-4133	334	22	products	product	NOUN
easat-4133	334	23	or	or	CCONJ
easat-4133	334	24	instruments	instrument	NOUN
easat-4133	334	25	that	that	PRON
easat-4133	334	26	consider	consider	VERB
easat-4133	334	27	cross	cross	ADJ
easat-4133	334	28	-	-	ADJ
easat-4133	334	29	market	market	ADJ
easat-4133	334	30	dynamics	dynamic	NOUN
easat-4133	334	31	.	.	PUNCT
easat-4133	335	1	such	such	ADJ
easat-4133	335	2	financial	financial	ADJ
easat-4133	335	3	products	product	NOUN
easat-4133	335	4	would	would	AUX
easat-4133	335	5	need	need	VERB
easat-4133	335	6	to	to	PART
easat-4133	335	7	account	account	VERB
easat-4133	335	8	for	for	ADP
easat-4133	335	9	the	the	DET
easat-4133	335	10	multifractal	multifractal	ADJ
easat-4133	335	11	and	and	CCONJ
easat-4133	335	12	cross	cross	ADJ
easat-4133	335	13	-	-	ADJ
easat-4133	335	14	correlation	correlation	ADJ
easat-4133	335	15	behaviors	behavior	NOUN
easat-4133	335	16	observed	observe	VERB
easat-4133	335	17	to	to	PART
easat-4133	335	18	enhance	enhance	VERB
easat-4133	335	19	investor	investor	NOUN
easat-4133	335	20	returns	return	NOUN
easat-4133	335	21	and	and	CCONJ
easat-4133	335	22	minimize	minimize	VERB
easat-4133	335	23	risk	risk	NOUN
easat-4133	335	24	exposure	exposure	NOUN
easat-4133	335	25	.	.	PUNCT
easat-4133	336	1	additionally	additionally	ADV
easat-4133	336	2	,	,	PUNCT
easat-4133	336	3	geopolitical	geopolitical	ADJ
easat-4133	336	4	or	or	CCONJ
easat-4133	336	5	macroeconomic	macroeconomic	ADJ
easat-4133	336	6	events	event	NOUN
easat-4133	336	7	,	,	PUNCT
easat-4133	336	8	such	such	ADJ
easat-4133	336	9	as	as	ADP
easat-4133	336	10	policy	policy	NOUN
easat-4133	336	11	changes	change	NOUN
easat-4133	336	12	or	or	CCONJ
easat-4133	336	13	economic	economic	ADJ
easat-4133	336	14	crises	crisis	NOUN
easat-4133	336	15	,	,	PUNCT
easat-4133	336	16	could	could	AUX
easat-4133	336	17	have	have	VERB
easat-4133	336	18	ripple	ripple	ADJ
easat-4133	336	19	effects	effect	NOUN
easat-4133	336	20	across	across	ADP
easat-4133	336	21	the	the	DET
easat-4133	336	22	entire	entire	ADJ
easat-4133	336	23	region	region	NOUN
easat-4133	336	24	,	,	PUNCT
easat-4133	336	25	making	make	VERB
easat-4133	336	26	it	it	PRON
easat-4133	336	27	crucial	crucial	ADJ
easat-4133	336	28	for	for	SCONJ
easat-4133	336	29	financial	financial	ADJ
easat-4133	336	30	institutions	institution	NOUN
easat-4133	336	31	to	to	PART
easat-4133	336	32	understand	understand	VERB
easat-4133	336	33	these	these	DET
easat-4133	336	34	correlations	correlation	NOUN
easat-4133	336	35	to	to	PART
easat-4133	336	36	better	well	ADV
easat-4133	336	37	predict	predict	VERB
easat-4133	336	38	market	market	NOUN
easat-4133	336	39	reactions	reaction	NOUN
easat-4133	336	40	and	and	CCONJ
easat-4133	336	41	respond	respond	VERB
easat-4133	336	42	effectively	effectively	ADV
easat-4133	336	43	to	to	ADP
easat-4133	336	44	such	such	ADJ
easat-4133	336	45	events	event	NOUN
easat-4133	336	46	.	.	PUNCT
easat-4133	337	1	in	in	ADP
easat-4133	337	2	summary	summary	NOUN
easat-4133	337	3	,	,	PUNCT
easat-4133	337	4	the	the	DET
easat-4133	337	5	study	study	NOUN
easat-4133	337	6	underscores	underscore	VERB
easat-4133	337	7	the	the	DET
easat-4133	337	8	importance	importance	NOUN
easat-4133	337	9	of	of	ADP
easat-4133	337	10	incorporating	incorporate	VERB
easat-4133	337	11	multifractal	multifractal	ADJ
easat-4133	337	12	and	and	CCONJ
easat-4133	337	13	crosscorrelation	crosscorrelation	NOUN
easat-4133	337	14	analyses	analysis	NOUN
easat-4133	337	15	into	into	ADP
easat-4133	337	16	financial	financial	ADJ
easat-4133	337	17	strategies	strategy	NOUN
easat-4133	337	18	and	and	CCONJ
easat-4133	337	19	regulatory	regulatory	ADJ
easat-4133	337	20	frameworks	framework	NOUN
easat-4133	337	21	.	.	PUNCT
easat-4133	338	1	by	by	ADP
easat-4133	338	2	recognizing	recognize	VERB
easat-4133	338	3	the	the	DET
easat-4133	338	4	complex	complex	ADJ
easat-4133	338	5	,	,	PUNCT
easat-4133	338	6	long	long	ADJ
easat-4133	338	7	-	-	PUNCT
easat-4133	338	8	term	term	NOUN
easat-4133	338	9	interdependencies	interdependency	NOUN
easat-4133	338	10	among	among	ADP
easat-4133	338	11	these	these	DET
easat-4133	338	12	markets	market	NOUN
easat-4133	338	13	,	,	PUNCT
easat-4133	338	14	stakeholders	stakeholder	NOUN
easat-4133	338	15	can	can	AUX
easat-4133	338	16	better	well	ADV
easat-4133	338	17	manage	manage	VERB
easat-4133	338	18	risks	risk	NOUN
easat-4133	338	19	,	,	PUNCT
easat-4133	338	20	improve	improve	VERB
easat-4133	338	21	market	market	NOUN
easat-4133	338	22	stability	stability	NOUN
easat-4133	338	23	,	,	PUNCT
easat-4133	338	24	and	and	CCONJ
easat-4133	338	25	enhance	enhance	VERB
easat-4133	338	26	the	the	DET
easat-4133	338	27	effectiveness	effectiveness	NOUN
easat-4133	338	28	of	of	ADP
easat-4133	338	29	investment	investment	NOUN
easat-4133	338	30	strategies	strategy	NOUN
easat-4133	338	31	in	in	ADP
easat-4133	338	32	the	the	DET
easat-4133	338	33	pacific	pacific	PROPN
easat-4133	338	34	asia	asia	PROPN
easat-4133	338	35	islamic	islamic	PROPN
easat-4133	338	36	stock	stock	NOUN
easat-4133	338	37	markets	market	NOUN
easat-4133	338	38	.	.	PUNCT
easat-4133	339	1	transparency	transparency	NOUN
easat-4133	339	2	:	:	PUNCT
easat-4133	339	3	the	the	DET
easat-4133	339	4	authors	author	NOUN
easat-4133	339	5	confirm	confirm	VERB
easat-4133	339	6	that	that	SCONJ
easat-4133	339	7	the	the	DET
easat-4133	339	8	manuscript	manuscript	NOUN
easat-4133	339	9	is	be	AUX
easat-4133	339	10	an	an	DET
easat-4133	339	11	honest	honest	ADJ
easat-4133	339	12	,	,	PUNCT
easat-4133	339	13	accurate	accurate	ADJ
easat-4133	339	14	,	,	PUNCT
easat-4133	339	15	and	and	CCONJ
easat-4133	339	16	transparent	transparent	ADJ
easat-4133	339	17	account	account	NOUN
easat-4133	339	18	of	of	ADP
easat-4133	339	19	the	the	DET
easat-4133	339	20	study	study	NOUN
easat-4133	339	21	;	;	PUNCT
easat-4133	339	22	that	that	SCONJ
easat-4133	339	23	no	no	DET
easat-4133	339	24	vital	vital	ADJ
easat-4133	339	25	features	feature	NOUN
easat-4133	339	26	of	of	ADP
easat-4133	339	27	the	the	DET
easat-4133	339	28	study	study	NOUN
easat-4133	339	29	have	have	AUX
easat-4133	339	30	been	be	AUX
easat-4133	339	31	omitted	omit	VERB
easat-4133	339	32	;	;	PUNCT
easat-4133	339	33	and	and	CCONJ
easat-4133	339	34	that	that	SCONJ
easat-4133	339	35	any	any	DET
easat-4133	339	36	discrepancies	discrepancy	NOUN
easat-4133	339	37	from	from	ADP
easat-4133	339	38	the	the	DET
easat-4133	339	39	study	study	NOUN
easat-4133	339	40	as	as	SCONJ
easat-4133	339	41	planned	plan	VERB
easat-4133	339	42	have	have	AUX
easat-4133	339	43	been	be	AUX
easat-4133	339	44	explained	explain	VERB
easat-4133	339	45	.	.	PUNCT
easat-4133	340	1	this	this	DET
easat-4133	340	2	study	study	NOUN
easat-4133	340	3	followed	follow	VERB
easat-4133	340	4	all	all	DET
easat-4133	340	5	ethical	ethical	ADJ
easat-4133	340	6	practices	practice	NOUN
easat-4133	340	7	during	during	ADP
easat-4133	340	8	writing	writing	NOUN
easat-4133	340	9	.	.	PUNCT
easat-4133	341	1	copyright	copyright	NOUN
easat-4133	341	2	:	:	PUNCT
easat-4133	341	3	©	©	PROPN
easat-4133	341	4	2025	2025	NUM
easat-4133	341	5	by	by	ADP
easat-4133	341	6	the	the	DET
easat-4133	341	7	authors	author	NOUN
easat-4133	341	8	.	.	PUNCT
easat-4133	342	1	this	this	DET
easat-4133	342	2	open	open	ADJ
easat-4133	342	3	-	-	PUNCT
easat-4133	342	4	access	access	NOUN
easat-4133	342	5	article	article	NOUN
easat-4133	342	6	is	be	AUX
easat-4133	342	7	distributed	distribute	VERB
easat-4133	342	8	under	under	ADP
easat-4133	342	9	the	the	DET
easat-4133	342	10	terms	term	NOUN
easat-4133	342	11	and	and	CCONJ
easat-4133	342	12	conditions	condition	NOUN
easat-4133	342	13	of	of	ADP
easat-4133	342	14	the	the	DET
easat-4133	342	15	creative	creative	ADJ
easat-4133	342	16	commons	common	NOUN
easat-4133	342	17	attribution	attribution	NOUN
easat-4133	342	18	(	(	PUNCT
easat-4133	342	19	cc	cc	NOUN
easat-4133	342	20	by	by	ADP
easat-4133	342	21	)	)	PUNCT
easat-4133	342	22	license	license	NOUN
easat-4133	342	23	(	(	PUNCT
easat-4133	342	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4133	342	25	)	)	PUNCT
easat-4133	342	26	.	.	PUNCT
easat-4133	343	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4133	343	2	360	360	NUM
easat-4133	343	3	edelweiss	edelweiss	PROPN
easat-4133	343	4	applied	apply	VERB
easat-4133	343	5	science	science	NOUN
easat-4133	343	6	and	and	CCONJ
easat-4133	343	7	technology	technology	NOUN
easat-4133	343	8	issn	issn	PROPN
easat-4133	343	9	:	:	PUNCT
easat-4133	343	10	2576	2576	NUM
easat-4133	343	11	-	-	SYM
easat-4133	343	12	8484	8484	NUM
easat-4133	343	13	vol	vol	NOUN
easat-4133	343	14	.	.	PROPN
easat-4133	344	1	9	9	NUM
easat-4133	344	2	,	,	PUNCT
easat-4133	344	3	no	no	INTJ
easat-4133	344	4	.	.	NOUN
easat-4133	344	5	1	1	NUM
easat-4133	344	6	:	:	PUNCT
easat-4133	344	7	341	341	NUM
easat-4133	344	8	-	-	SYM
easat-4133	344	9	360	360	NUM
easat-4133	344	10	,	,	PUNCT
easat-4133	344	11	2025	2025	NUM
easat-4133	344	12	doi	doi	NOUN
easat-4133	344	13	:	:	PUNCT
easat-4133	344	14	10.55214/25768484.v9i1.4133	10.55214/25768484.v9i1.4133	NUM
easat-4133	344	15	©	©	PROPN
easat-4133	344	16	2025	2025	NUM
easat-4133	344	17	by	by	ADP
easat-4133	344	18	the	the	DET
easat-4133	344	19	authors	author	NOUN
easat-4133	344	20	;	;	PUNCT
easat-4133	344	21	licensee	licensee	PROPN
easat-4133	344	22	learning	learn	VERB
easat-4133	344	23	gate	gate	NOUN
easat-4133	344	24	references	reference	NOUN
easat-4133	344	25	[	[	X
easat-4133	344	26	1	1	NUM
easat-4133	344	27	]	]	X
easat-4133	344	28	c.-k	c.-k	PROPN
easat-4133	344	29	.	.	PUNCT
easat-4133	345	1	peng	peng	PROPN
easat-4133	345	2	,	,	PUNCT
easat-4133	345	3	s.	s.	PROPN
easat-4133	345	4	v.	v.	PROPN
easat-4133	345	5	buldyrev	buldyrev	PROPN
easat-4133	345	6	,	,	PUNCT
easat-4133	345	7	s.	s.	PROPN
easat-4133	345	8	havlin	havlin	PROPN
easat-4133	345	9	,	,	PUNCT
easat-4133	345	10	m.	m.	NOUN
easat-4133	345	11	simons	simons	PROPN
easat-4133	345	12	,	,	PUNCT
easat-4133	345	13	h.	h.	PROPN
easat-4133	345	14	e.	e.	PROPN
easat-4133	345	15	stanley	stanley	PROPN
easat-4133	345	16	,	,	PUNCT
easat-4133	345	17	and	and	CCONJ
easat-4133	345	18	a.	a.	PROPN
easat-4133	345	19	l.	l.	PROPN
easat-4133	345	20	goldberger	goldberger	PROPN
easat-4133	345	21	,	,	PUNCT
easat-4133	345	22	"	"	PUNCT
easat-4133	345	23	mosaic	mosaic	ADJ
easat-4133	345	24	organization	organization	NOUN
easat-4133	345	25	of	of	ADP
easat-4133	345	26	dna	dna	PROPN
easat-4133	345	27	nucleotides	nucleotide	NOUN
easat-4133	345	28	,	,	PUNCT
easat-4133	345	29	"	"	PUNCT
easat-4133	345	30	physical	physical	ADJ
easat-4133	345	31	review	review	NOUN
easat-4133	345	32	e	e	NOUN
easat-4133	345	33	,	,	PUNCT
easat-4133	345	34	vol	vol	NOUN
easat-4133	345	35	.	.	PROPN
easat-4133	345	36	49	49	NUM
easat-4133	345	37	,	,	PUNCT
easat-4133	345	38	pp	pp	ADJ
easat-4133	345	39	.	.	PUNCT
easat-4133	345	40	1685	1685	NUM
easat-4133	345	41	-	-	SYM
easat-4133	345	42	1689	1689	NUM
easat-4133	345	43	,	,	PUNCT
easat-4133	345	44	1994	1994	NUM
easat-4133	345	45	.	.	PUNCT
easat-4133	346	1	https://doi.org/10.1103/physreve.49.1685	https://doi.org/10.1103/physreve.49.1685	NOUN
easat-4133	347	1	[	[	X
easat-4133	347	2	2	2	NUM
easat-4133	347	3	]	]	PUNCT
easat-4133	347	4	j.	j.	PROPN
easat-4133	347	5	w.	w.	PROPN
easat-4133	347	6	kantelhardt	kantelhardt	PROPN
easat-4133	347	7	,	,	PUNCT
easat-4133	347	8	a.	a.	PROPN
easat-4133	347	9	z.	z.	PROPN
easat-4133	347	10	stephan	stephan	PROPN
easat-4133	347	11	,	,	PUNCT
easat-4133	347	12	e.	e.	PROPN
easat-4133	347	13	koscielny	koscielny	PROPN
easat-4133	347	14	-	-	PUNCT
easat-4133	347	15	bunde	bunde	PROPN
easat-4133	347	16	,	,	PUNCT
easat-4133	347	17	h.	h.	PROPN
easat-4133	347	18	shlomo	shlomo	PROPN
easat-4133	347	19	,	,	PUNCT
easat-4133	347	20	a.	a.	NOUN
easat-4133	347	21	bunde	bunde	NOUN
easat-4133	347	22	,	,	PUNCT
easat-4133	347	23	and	and	CCONJ
easat-4133	347	24	h.	h.	PROPN
easat-4133	347	25	e.	e.	PROPN
easat-4133	347	26	stanley	stanley	PROPN
easat-4133	347	27	,	,	PUNCT
easat-4133	347	28	"	"	PUNCT
easat-4133	347	29	multifractal	multifractal	ADJ
easat-4133	347	30	detrended	detrende	VERB
easat-4133	347	31	fluctuation	fluctuation	NOUN
easat-4133	347	32	analysis	analysis	NOUN
easat-4133	347	33	of	of	ADP
easat-4133	347	34	nonstationary	nonstationary	ADJ
easat-4133	347	35	time	time	NOUN
easat-4133	347	36	series	series	NOUN
easat-4133	347	37	,	,	PUNCT
easat-4133	347	38	"	"	PUNCT
easat-4133	347	39	physica	physica	NOUN
easat-4133	347	40	a	a	DET
easat-4133	347	41	:	:	PUNCT
easat-4133	347	42	statistical	statistical	ADJ
easat-4133	347	43	mechanics	mechanic	NOUN
easat-4133	347	44	and	and	CCONJ
easat-4133	347	45	its	its	PRON
easat-4133	347	46	applications	application	NOUN
easat-4133	347	47	,	,	PUNCT
easat-4133	347	48	vol	vol	NOUN
easat-4133	347	49	.	.	PROPN
easat-4133	348	1	316	316	NUM
easat-4133	348	2	,	,	PUNCT
easat-4133	348	3	no	no	NOUN
easat-4133	348	4	.	.	NOUN
easat-4133	349	1	1	1	NUM
easat-4133	349	2	-	-	SYM
easat-4133	349	3	4	4	NUM
easat-4133	349	4	,	,	PUNCT
easat-4133	349	5	pp	pp	ADJ
easat-4133	349	6	.	.	PUNCT
easat-4133	350	1	87	87	NUM
easat-4133	350	2	-	-	SYM
easat-4133	350	3	114	114	NUM
easat-4133	350	4	,	,	PUNCT
easat-4133	350	5	2002	2002	NUM
easat-4133	350	6	.	.	PUNCT
easat-4133	351	1	[	[	X
easat-4133	351	2	3	3	X
easat-4133	351	3	]	]	X
easat-4133	351	4	b.	b.	PROPN
easat-4133	351	5	podobnik	podobnik	PROPN
easat-4133	351	6	and	and	CCONJ
easat-4133	351	7	h.	h.	PROPN
easat-4133	351	8	e.	e.	PROPN
easat-4133	351	9	stanley	stanley	PROPN
easat-4133	351	10	,	,	PUNCT
easat-4133	351	11	"	"	PUNCT
easat-4133	351	12	detrended	detrende	VERB
easat-4133	351	13	cross	cross	ADJ
easat-4133	351	14	-	-	ADJ
easat-4133	351	15	correlation	correlation	ADJ
easat-4133	351	16	analysis	analysis	NOUN
easat-4133	351	17	:	:	PUNCT
easat-4133	351	18	a	a	DET
easat-4133	351	19	new	new	ADJ
easat-4133	351	20	method	method	NOUN
easat-4133	351	21	<	<	NOUN
easat-4133	351	22	?	?	PUNCT
easat-4133	351	23	format	format	NOUN
easat-4133	351	24	?	?	PUNCT
easat-4133	351	25	>	>	X
easat-4133	351	26	for	for	ADP
easat-4133	351	27	analyzing	analyze	VERB
easat-4133	351	28	two	two	NUM
easat-4133	351	29	nonstationary	nonstationary	ADJ
easat-4133	351	30	time	time	NOUN
easat-4133	351	31	series	series	NOUN
easat-4133	351	32	,	,	PUNCT
easat-4133	351	33	"	"	PUNCT
easat-4133	351	34	physical	physical	ADJ
easat-4133	351	35	review	review	NOUN
easat-4133	351	36	letters	letter	NOUN
easat-4133	351	37	,	,	PUNCT
easat-4133	351	38	vol	vol	NOUN
easat-4133	351	39	.	.	PROPN
easat-4133	351	40	100	100	NUM
easat-4133	351	41	,	,	PUNCT
easat-4133	351	42	no	no	INTJ
easat-4133	351	43	.	.	NOUN
easat-4133	351	44	8	8	NUM
easat-4133	351	45	,	,	PUNCT
easat-4133	351	46	p.	p.	NOUN
easat-4133	351	47	084102	084102	NUM
easat-4133	351	48	,	,	PUNCT
easat-4133	351	49	2008	2008	NUM
easat-4133	351	50	.	.	PUNCT
easat-4133	352	1	https://doi.org/10.1103/physrevlett.100.084102	https://doi.org/10.1103/physrevlett.100.084102	PRON
easat-4133	353	1	[	[	X
easat-4133	353	2	4	4	NUM
easat-4133	353	3	]	]	X
easat-4133	353	4	w.-x	w.-x	NOUN
easat-4133	353	5	.	.	PUNCT
easat-4133	354	1	zhou	zhou	PROPN
easat-4133	354	2	,	,	PUNCT
easat-4133	354	3	"	"	PUNCT
easat-4133	354	4	multifractal	multifractal	ADJ
easat-4133	354	5	detrended	detrended	ADJ
easat-4133	354	6	cross	cross	ADJ
easat-4133	354	7	-	-	ADJ
easat-4133	354	8	correlation	correlation	ADJ
easat-4133	354	9	analysis	analysis	NOUN
easat-4133	354	10	for	for	ADP
easat-4133	354	11	two	two	NUM
easat-4133	354	12	nonstationary	nonstationary	ADJ
easat-4133	354	13	signals	signal	NOUN
easat-4133	354	14	,	,	PUNCT
easat-4133	354	15	"	"	PUNCT
easat-4133	354	16	physical	physical	ADJ
easat-4133	354	17	review	review	NOUN
easat-4133	354	18	e	e	NOUN
easat-4133	354	19	—	—	PUNCT
easat-4133	354	20	statistical	statistical	ADJ
easat-4133	354	21	,	,	PUNCT
easat-4133	354	22	nonlinear	nonlinear	ADJ
easat-4133	354	23	,	,	PUNCT
easat-4133	354	24	and	and	CCONJ
easat-4133	354	25	soft	soft	ADJ
easat-4133	354	26	matter	matter	NOUN
easat-4133	354	27	physics	physics	NOUN
easat-4133	354	28	,	,	PUNCT
easat-4133	354	29	vol	vol	NOUN
easat-4133	354	30	.	.	PROPN
easat-4133	354	31	77	77	NUM
easat-4133	354	32	,	,	PUNCT
easat-4133	354	33	no	no	INTJ
easat-4133	354	34	.	.	NOUN
easat-4133	354	35	6	6	NUM
easat-4133	354	36	,	,	PUNCT
easat-4133	354	37	p.	p.	NOUN
easat-4133	354	38	066211	066211	NUM
easat-4133	354	39	,	,	PUNCT
easat-4133	354	40	2008	2008	NUM
easat-4133	354	41	.	.	PUNCT
easat-4133	355	1	https://doi.org/10.1103/physreve.77.066211	https://doi.org/10.1103/physreve.77.066211	NOUN
easat-4133	356	1	[	[	X
easat-4133	356	2	5	5	X
easat-4133	356	3	]	]	PUNCT
easat-4133	356	4	m.	m.	NOUN
easat-4133	356	5	el	el	PROPN
easat-4133	356	6	alaoui	alaoui	PROPN
easat-4133	356	7	and	and	CCONJ
easat-4133	356	8	s.	s.	PROPN
easat-4133	356	9	benbachir	benbachir	PROPN
easat-4133	356	10	,	,	PUNCT
easat-4133	356	11	"	"	PUNCT
easat-4133	356	12	multifractal	multifractal	ADJ
easat-4133	356	13	detrended	detrende	VERB
easat-4133	356	14	cross	cross	ADJ
easat-4133	356	15	-	-	ADJ
easat-4133	356	16	correlation	correlation	ADJ
easat-4133	356	17	analysis	analysis	NOUN
easat-4133	356	18	in	in	ADP
easat-4133	356	19	the	the	DET
easat-4133	356	20	mena	mena	PROPN
easat-4133	356	21	area	area	PROPN
easat-4133	356	22	,	,	PUNCT
easat-4133	356	23	"	"	PUNCT
easat-4133	356	24	physica	physica	NOUN
easat-4133	356	25	a	a	DET
easat-4133	356	26	:	:	PUNCT
easat-4133	356	27	statistical	statistical	ADJ
easat-4133	356	28	mechanics	mechanic	NOUN
easat-4133	356	29	and	and	CCONJ
easat-4133	356	30	its	its	PRON
easat-4133	356	31	applications	application	NOUN
easat-4133	356	32	,	,	PUNCT
easat-4133	356	33	vol	vol	NOUN
easat-4133	356	34	.	.	PROPN
easat-4133	357	1	392	392	NUM
easat-4133	357	2	,	,	PUNCT
easat-4133	357	3	no	no	INTJ
easat-4133	357	4	.	.	NOUN
easat-4133	357	5	23	23	NUM
easat-4133	357	6	,	,	PUNCT
easat-4133	357	7	pp	pp	ADJ
easat-4133	357	8	.	.	PUNCT
easat-4133	358	1	5985	5985	NUM
easat-4133	358	2	-	-	SYM
easat-4133	358	3	5993	5993	NUM
easat-4133	358	4	,	,	PUNCT
easat-4133	358	5	2013	2013	NUM
easat-4133	358	6	.	.	PUNCT
easat-4133	358	7	https://doi.org/10.1016/j.physa.2013.08.002	https://doi.org/10.1016/j.physa.2013.08.002	NOUN
easat-4133	359	1	[	[	X
easat-4133	359	2	6	6	NUM
easat-4133	359	3	]	]	PUNCT
easat-4133	359	4	l.	l.	PROPN
easat-4133	359	5	xinsheng	xinsheng	PROPN
easat-4133	359	6	,	,	PUNCT
easat-4133	359	7	j.	j.	PROPN
easat-4133	359	8	qin	qin	PROPN
easat-4133	359	9	,	,	PUNCT
easat-4133	359	10	and	and	CCONJ
easat-4133	359	11	y.	y.	PROPN
easat-4133	359	12	zhou	zhou	PROPN
easat-4133	359	13	,	,	PUNCT
easat-4133	359	14	"	"	PUNCT
easat-4133	359	15	cross	cross	NOUN
easat-4133	359	16	-	-	NOUN
easat-4133	359	17	correlations	correlation	NOUN
easat-4133	359	18	between	between	ADP
easat-4133	359	19	chinese	chinese	ADJ
easat-4133	359	20	renminbi	renminbi	NOUN
easat-4133	359	21	onshoreand	onshoreand	ADJ
easat-4133	359	22	offshore	offshore	ADJ
easat-4133	359	23	-	-	PUNCT
easat-4133	359	24	markets	market	NOUN
easat-4133	359	25	:	:	PUNCT
easat-4133	359	26	a	a	DET
easat-4133	359	27	mf	mf	NOUN
easat-4133	359	28	-	-	PUNCT
easat-4133	359	29	dcca	dcca	ADJ
easat-4133	359	30	approach	approach	NOUN
easat-4133	359	31	,	,	PUNCT
easat-4133	359	32	"	"	PUNCT
easat-4133	359	33	ssrn	ssrn	PROPN
easat-4133	359	34	electronic	electronic	ADJ
easat-4133	359	35	journal	journal	NOUN
easat-4133	359	36	,	,	PUNCT
easat-4133	359	37	2015	2015	NUM
easat-4133	359	38	.	.	PUNCT
easat-4133	360	1	[	[	X
easat-4133	360	2	7	7	X
easat-4133	360	3	]	]	X
easat-4133	360	4	q.	q.	PROPN
easat-4133	360	5	ruan	ruan	PROPN
easat-4133	360	6	,	,	PUNCT
easat-4133	360	7	b.	b.	PROPN
easat-4133	360	8	yang	yang	PROPN
easat-4133	360	9	,	,	PUNCT
easat-4133	360	10	and	and	CCONJ
easat-4133	360	11	g.	g.	PROPN
easat-4133	360	12	ma	ma	PROPN
easat-4133	360	13	,	,	PUNCT
easat-4133	360	14	"	"	PUNCT
easat-4133	360	15	detrended	detrende	VERB
easat-4133	360	16	cross	cross	ADJ
easat-4133	360	17	-	-	ADJ
easat-4133	360	18	correlation	correlation	ADJ
easat-4133	360	19	analysis	analysis	NOUN
easat-4133	360	20	on	on	ADP
easat-4133	360	21	rmb	rmb	NOUN
easat-4133	360	22	exchange	exchange	NOUN
easat-4133	360	23	rate	rate	NOUN
easat-4133	360	24	and	and	CCONJ
easat-4133	360	25	hang	hang	VERB
easat-4133	360	26	seng	seng	PROPN
easat-4133	360	27	china	china	PROPN
easat-4133	360	28	enterprises	enterprises	PROPN
easat-4133	360	29	index	index	PROPN
easat-4133	360	30	,	,	PUNCT
easat-4133	360	31	"	"	PUNCT
easat-4133	360	32	physica	physica	NOUN
easat-4133	360	33	a	a	DET
easat-4133	360	34	:	:	PUNCT
easat-4133	360	35	statistical	statistical	ADJ
easat-4133	360	36	mechanics	mechanic	NOUN
easat-4133	360	37	and	and	CCONJ
easat-4133	360	38	its	its	PRON
easat-4133	360	39	applications	application	NOUN
easat-4133	360	40	,	,	PUNCT
easat-4133	360	41	vol	vol	NOUN
easat-4133	360	42	.	.	PROPN
easat-4133	361	1	468	468	NUM
easat-4133	361	2	,	,	PUNCT
easat-4133	362	1	pp	pp	ADJ
easat-4133	362	2	.	.	PUNCT
easat-4133	363	1	91	91	NUM
easat-4133	363	2	-	-	SYM
easat-4133	363	3	108	108	NUM
easat-4133	363	4	,	,	PUNCT
easat-4133	363	5	2017	2017	NUM
easat-4133	363	6	.	.	PUNCT
easat-4133	364	1	[	[	X
easat-4133	364	2	8	8	NUM
easat-4133	364	3	]	]	PUNCT
easat-4133	364	4	q.	q.	PROPN
easat-4133	364	5	ruan	ruan	PROPN
easat-4133	364	6	,	,	PUNCT
easat-4133	364	7	s.	s.	PROPN
easat-4133	364	8	zhang	zhang	PROPN
easat-4133	364	9	,	,	PUNCT
easat-4133	364	10	d.	d.	PROPN
easat-4133	364	11	lv	lv	PROPN
easat-4133	364	12	,	,	PUNCT
easat-4133	364	13	and	and	CCONJ
easat-4133	364	14	x.	x.	NOUN
easat-4133	364	15	lu	lu	PROPN
easat-4133	364	16	,	,	PUNCT
easat-4133	364	17	"	"	PUNCT
easat-4133	364	18	financial	financial	ADJ
easat-4133	364	19	liberalization	liberalization	NOUN
easat-4133	364	20	and	and	CCONJ
easat-4133	364	21	stock	stock	NOUN
easat-4133	364	22	market	market	NOUN
easat-4133	364	23	cross	cross	NOUN
easat-4133	364	24	-	-	NOUN
easat-4133	364	25	correlation	correlation	NOUN
easat-4133	364	26	:	:	PUNCT
easat-4133	364	27	mf	mf	NOUN
easat-4133	364	28	-	-	PUNCT
easat-4133	364	29	dcca	dcca	ADJ
easat-4133	364	30	analysis	analysis	NOUN
easat-4133	364	31	based	base	VERB
easat-4133	364	32	on	on	ADP
easat-4133	364	33	shanghai	shanghai	PROPN
easat-4133	364	34	-	-	PUNCT
easat-4133	364	35	hong	hong	PROPN
easat-4133	364	36	kong	kong	PROPN
easat-4133	364	37	stock	stock	PROPN
easat-4133	364	38	connect	connect	PROPN
easat-4133	364	39	,	,	PUNCT
easat-4133	364	40	"	"	PUNCT
easat-4133	364	41	physica	physica	NOUN
easat-4133	364	42	a	a	DET
easat-4133	364	43	:	:	PUNCT
easat-4133	364	44	statistical	statistical	ADJ
easat-4133	364	45	mechanics	mechanic	NOUN
easat-4133	364	46	and	and	CCONJ
easat-4133	364	47	its	its	PRON
easat-4133	364	48	applications	application	NOUN
easat-4133	364	49	,	,	PUNCT
easat-4133	364	50	vol	vol	NOUN
easat-4133	364	51	.	.	PROPN
easat-4133	364	52	491	491	NUM
easat-4133	364	53	,	,	PUNCT
easat-4133	364	54	pp	pp	ADJ
easat-4133	364	55	.	.	PUNCT
easat-4133	365	1	779	779	NUM
easat-4133	365	2	-	-	SYM
easat-4133	365	3	791	791	NUM
easat-4133	365	4	,	,	PUNCT
easat-4133	365	5	2018	2018	NUM
easat-4133	365	6	.	.	PUNCT
easat-4133	366	1	https://doi.org/10.1016/j.physa.2017.09.031	https://doi.org/10.1016/j.physa.2017.09.031	NOUN
easat-4133	366	2	[	[	X
easat-4133	366	3	9	9	NUM
easat-4133	366	4	]	]	X
easat-4133	366	5	g.	g.	PROPN
easat-4133	366	6	cao	cao	PROPN
easat-4133	366	7	,	,	PUNCT
easat-4133	366	8	m.	m.	PROPN
easat-4133	366	9	zhang	zhang	PROPN
easat-4133	366	10	,	,	PUNCT
easat-4133	366	11	and	and	CCONJ
easat-4133	366	12	q.	q.	PROPN
easat-4133	366	13	li	li	PROPN
easat-4133	366	14	,	,	PUNCT
easat-4133	366	15	"	"	PUNCT
easat-4133	366	16	volatility	volatility	NOUN
easat-4133	366	17	-	-	PUNCT
easat-4133	366	18	constrained	constrain	VERB
easat-4133	366	19	multifractal	multifractal	ADJ
easat-4133	366	20	detrended	detrende	VERB
easat-4133	366	21	cross	cross	ADJ
easat-4133	366	22	-	-	ADJ
easat-4133	366	23	correlation	correlation	ADJ
easat-4133	366	24	analysis	analysis	NOUN
easat-4133	366	25	:	:	PUNCT
easat-4133	366	26	crosscorrelation	crosscorrelation	NOUN
easat-4133	366	27	among	among	ADP
easat-4133	366	28	mainland	mainland	NOUN
easat-4133	366	29	china	china	PROPN
easat-4133	366	30	,	,	PUNCT
easat-4133	366	31	us	we	PRON
easat-4133	366	32	,	,	PUNCT
easat-4133	366	33	and	and	CCONJ
easat-4133	366	34	hong	hong	PROPN
easat-4133	366	35	kong	kong	PROPN
easat-4133	366	36	stock	stock	NOUN
easat-4133	366	37	markets	market	NOUN
easat-4133	366	38	,	,	PUNCT
easat-4133	366	39	"	"	PUNCT
easat-4133	366	40	physica	physica	NOUN
easat-4133	366	41	a	a	DET
easat-4133	366	42	:	:	PUNCT
easat-4133	366	43	statistical	statistical	ADJ
easat-4133	366	44	mechanics	mechanic	NOUN
easat-4133	366	45	and	and	CCONJ
easat-4133	366	46	its	its	PRON
easat-4133	366	47	applications	application	NOUN
easat-4133	366	48	,	,	PUNCT
easat-4133	366	49	vol	vol	NOUN
easat-4133	366	50	.	.	PUNCT
easat-4133	367	1	472	472	NUM
easat-4133	367	2	,	,	PUNCT
easat-4133	367	3	pp	pp	PROPN
easat-4133	367	4	.	.	PUNCT
easat-4133	368	1	67	67	NUM
easat-4133	368	2	-	-	SYM
easat-4133	368	3	76	76	NUM
easat-4133	368	4	,	,	PUNCT
easat-4133	368	5	2017	2017	NUM
easat-4133	368	6	.	.	PUNCT
easat-4133	369	1	https://doi.org/10.1016/j.physa.2017.01.019	https://doi.org/10.1016/j.physa.2017.01.019	PROPN
easat-4133	370	1	[	[	X
easat-4133	370	2	10	10	NUM
easat-4133	370	3	]	]	PUNCT
easat-4133	370	4	q.	q.	PROPN
easat-4133	370	5	yanjun	yanjun	PROPN
easat-4133	370	6	and	and	CCONJ
easat-4133	370	7	y.	y.	PROPN
easat-4133	370	8	cheng	cheng	PROPN
easat-4133	370	9	,	,	PUNCT
easat-4133	370	10	"	"	PUNCT
easat-4133	370	11	multifractal	multifractal	ADJ
easat-4133	370	12	analysis	analysis	NOUN
easat-4133	370	13	of	of	ADP
easat-4133	370	14	the	the	DET
easat-4133	370	15	interaction	interaction	NOUN
easat-4133	370	16	between	between	ADP
easat-4133	370	17	chinese	chinese	ADJ
easat-4133	370	18	and	and	CCONJ
easat-4133	370	19	american	american	ADJ
easat-4133	370	20	stock	stock	NOUN
easat-4133	370	21	markets	market	NOUN
easat-4133	370	22	,	,	PUNCT
easat-4133	370	23	"	"	PUNCT
easat-4133	370	24	open	open	ADJ
easat-4133	370	25	journal	journal	NOUN
easat-4133	370	26	of	of	ADP
easat-4133	370	27	statistics	statistic	NOUN
easat-4133	370	28	,	,	PUNCT
easat-4133	370	29	vol	vol	NOUN
easat-4133	370	30	.	.	PROPN
easat-4133	370	31	9	9	NUM
easat-4133	370	32	,	,	PUNCT
easat-4133	370	33	no	no	INTJ
easat-4133	370	34	.	.	NOUN
easat-4133	370	35	1	1	NUM
easat-4133	370	36	,	,	PUNCT
easat-4133	370	37	p.	p.	NOUN
easat-4133	370	38	143	143	NUM
easat-4133	370	39	,	,	PUNCT
easat-4133	370	40	2019	2019	NUM
easat-4133	370	41	.	.	PUNCT
easat-4133	371	1	https://doi.org/10.4236/ojs.2019.91011	https://doi.org/10.4236/ojs.2019.91011	VERB
easat-4133	371	2	[	[	X
easat-4133	371	3	11	11	NUM
easat-4133	371	4	]	]	PUNCT
easat-4133	371	5	l.	l.	PROPN
easat-4133	371	6	wei	wei	PROPN
easat-4133	371	7	,	,	PUNCT
easat-4133	371	8	x.	x.	PROPN
easat-4133	371	9	lu	lu	PROPN
easat-4133	371	10	,	,	PUNCT
easat-4133	371	11	y.	y.	PROPN
easat-4133	371	12	ren	ren	PROPN
easat-4133	371	13	,	,	PUNCT
easat-4133	371	14	and	and	CCONJ
easat-4133	371	15	y.	y.	PROPN
easat-4133	371	16	zhou	zhou	PROPN
easat-4133	371	17	,	,	PUNCT
easat-4133	371	18	"	"	PUNCT
easat-4133	371	19	dynamic	dynamic	ADJ
easat-4133	371	20	relationship	relationship	NOUN
easat-4133	371	21	between	between	ADP
easat-4133	371	22	rmb	rmb	PROPN
easat-4133	371	23	exchange	exchange	NOUN
easat-4133	371	24	rate	rate	NOUN
easat-4133	371	25	index	index	NOUN
easat-4133	371	26	and	and	CCONJ
easat-4133	371	27	stock	stock	NOUN
easat-4133	371	28	market	market	NOUN
easat-4133	371	29	liquidity	liquidity	NOUN
easat-4133	371	30	:	:	PUNCT
easat-4133	371	31	a	a	DET
easat-4133	371	32	new	new	ADJ
easat-4133	371	33	perspective	perspective	NOUN
easat-4133	371	34	based	base	VERB
easat-4133	371	35	on	on	ADP
easat-4133	371	36	mf	mf	PROPN
easat-4133	371	37	-	-	PUNCT
easat-4133	371	38	dcca	dcca	NOUN
easat-4133	371	39	.	.	PUNCT
easat-4133	372	1	physica	physica	PROPN
easat-4133	372	2	a	a	DET
easat-4133	372	3	:	:	PUNCT
easat-4133	372	4	statistical	statistical	ADJ
easat-4133	372	5	mechanics	mechanic	NOUN
easat-4133	372	6	and	and	CCONJ
easat-4133	372	7	its	its	PRON
easat-4133	372	8	applications	application	NOUN
easat-4133	372	9	,	,	PUNCT
easat-4133	372	10	"	"	PUNCT
easat-4133	372	11	elsevier	elsevier	NOUN
easat-4133	372	12	,	,	PUNCT
easat-4133	372	13	vol	vol	NOUN
easat-4133	372	14	.	.	PROPN
easat-4133	373	1	508	508	NUM
easat-4133	373	2	,	,	PUNCT
easat-4133	373	3	no	no	INTJ
easat-4133	373	4	.	.	PUNCT
easat-4133	374	1	c	c	X
easat-4133	374	2	,	,	PUNCT
easat-4133	374	3	pp	pp	ADJ
easat-4133	374	4	.	.	PUNCT
easat-4133	375	1	726	726	NUM
easat-4133	375	2	-	-	SYM
easat-4133	375	3	739	739	NUM
easat-4133	375	4	,	,	PUNCT
easat-4133	375	5	2018	2018	NUM
easat-4133	375	6	.	.	PUNCT
easat-4133	376	1	https://doi.org/10.1016/j.physa.2018.05.097	https://doi.org/10.1016/j.physa.2018.05.097	NOUN
easat-4133	376	2	[	[	X
easat-4133	376	3	12	12	NUM
easat-4133	376	4	]	]	PUNCT
easat-4133	376	5	q.	q.	PROPN
easat-4133	376	6	ruan	ruan	PROPN
easat-4133	376	7	,	,	PUNCT
easat-4133	376	8	j.	j.	PROPN
easat-4133	376	9	bao	bao	PROPN
easat-4133	376	10	,	,	PUNCT
easat-4133	376	11	m.	m.	PROPN
easat-4133	376	12	zhang	zhang	PROPN
easat-4133	376	13	,	,	PUNCT
easat-4133	376	14	and	and	CCONJ
easat-4133	376	15	l.	l.	PROPN
easat-4133	376	16	fan	fan	PROPN
easat-4133	376	17	,	,	PUNCT
easat-4133	376	18	"	"	PUNCT
easat-4133	376	19	the	the	DET
easat-4133	376	20	effects	effect	NOUN
easat-4133	376	21	of	of	ADP
easat-4133	376	22	exchange	exchange	NOUN
easat-4133	376	23	rate	rate	NOUN
easat-4133	376	24	regime	regime	NOUN
easat-4133	376	25	reform	reform	NOUN
easat-4133	376	26	on	on	ADP
easat-4133	376	27	rmb	rmb	NOUN
easat-4133	376	28	markets	market	NOUN
easat-4133	376	29	:	:	PUNCT
easat-4133	376	30	a	a	DET
easat-4133	376	31	new	new	ADJ
easat-4133	376	32	perspective	perspective	NOUN
easat-4133	376	33	based	base	VERB
easat-4133	376	34	on	on	ADP
easat-4133	376	35	mf	mf	PROPN
easat-4133	376	36	-	-	PUNCT
easat-4133	376	37	dcca	dcca	NOUN
easat-4133	376	38	,	,	PUNCT
easat-4133	376	39	"	"	PUNCT
easat-4133	376	40	physica	physica	NOUN
easat-4133	376	41	a	a	DET
easat-4133	376	42	:	:	PUNCT
easat-4133	376	43	statistical	statistical	ADJ
easat-4133	376	44	mechanics	mechanic	NOUN
easat-4133	376	45	and	and	CCONJ
easat-4133	376	46	its	its	PRON
easat-4133	376	47	applications	application	NOUN
easat-4133	376	48	,	,	PUNCT
easat-4133	376	49	vol	vol	NOUN
easat-4133	376	50	.	.	PUNCT
easat-4133	377	1	522	522	NUM
easat-4133	377	2	,	,	PUNCT
easat-4133	377	3	pp	pp	ADJ
easat-4133	377	4	.	.	PUNCT
easat-4133	378	1	122	122	NUM
easat-4133	378	2	-	-	SYM
easat-4133	378	3	134	134	NUM
easat-4133	378	4	,	,	PUNCT
easat-4133	378	5	2019	2019	NUM
easat-4133	378	6	.	.	PUNCT
easat-4133	379	1	https://doi.org/10.1016/j.physa.2019.01.110	https://doi.org/10.1016/j.physa.2019.01.110	PROPN
easat-4133	380	1	[	[	X
easat-4133	380	2	13	13	NUM
easat-4133	380	3	]	]	PUNCT
easat-4133	380	4	l.	l.	PROPN
easat-4133	380	5	jia	jia	PROPN
easat-4133	380	6	,	,	PUNCT
easat-4133	380	7	l.	l.	PROPN
easat-4133	380	8	hanfei	hanfei	PROPN
easat-4133	380	9	,	,	PUNCT
easat-4133	380	10	y.	y.	PROPN
easat-4133	380	11	ping	ping	PROPN
easat-4133	380	12	,	,	PUNCT
easat-4133	380	13	and	and	CCONJ
easat-4133	380	14	w.	w.	PROPN
easat-4133	380	15	youyi	youyi	PROPN
easat-4133	380	16	,	,	PUNCT
easat-4133	380	17	"	"	PUNCT
easat-4133	380	18	multifractal	multifractal	ADJ
easat-4133	380	19	detrended	detrended	ADJ
easat-4133	380	20	cross	cross	ADJ
easat-4133	380	21	-	-	ADJ
easat-4133	380	22	correlation	correlation	ADJ
easat-4133	380	23	analysis	analysis	NOUN
easat-4133	380	24	on	on	ADP
easat-4133	380	25	returns	return	NOUN
easat-4133	380	26	of	of	ADP
easat-4133	380	27	soybean	soybean	NOUN
easat-4133	380	28	futures	future	NOUN
easat-4133	380	29	and	and	CCONJ
easat-4133	380	30	spot	spot	NOUN
easat-4133	380	31	markets	market	NOUN
easat-4133	380	32	,	,	PUNCT
easat-4133	380	33	"	"	PUNCT
easat-4133	380	34	presented	present	VERB
easat-4133	380	35	at	at	ADP
easat-4133	380	36	the	the	DET
easat-4133	380	37	proceedings	proceeding	NOUN
easat-4133	380	38	of	of	ADP
easat-4133	380	39	the	the	DET
easat-4133	380	40	international	international	ADJ
easat-4133	380	41	conference	conference	NOUN
easat-4133	380	42	on	on	ADP
easat-4133	380	43	artificial	artificial	ADJ
easat-4133	380	44	intelligence	intelligence	NOUN
easat-4133	380	45	,	,	PUNCT
easat-4133	380	46	internet	internet	NOUN
easat-4133	380	47	and	and	CCONJ
easat-4133	380	48	digital	digital	ADJ
easat-4133	380	49	economy	economy	NOUN
easat-4133	380	50	(	(	PUNCT
easat-4133	380	51	icaid	icaid	PROPN
easat-4133	380	52	)	)	PUNCT
easat-4133	380	53	,	,	PUNCT
easat-4133	381	1	pp	pp	ADP
easat-4133	381	2	.	.	PUNCT
easat-4133	382	1	1012–1019	1012–1019	NUM
easat-4133	382	2	,	,	PUNCT
easat-4133	382	3	2023	2023	NUM
easat-4133	382	4	,	,	PUNCT
easat-4133	382	5	2023	2023	NUM
easat-4133	382	6	.	.	PUNCT
easat-4133	383	1	[	[	X
easat-4133	383	2	14	14	NUM
easat-4133	383	3	]	]	X
easat-4133	383	4	t.	t.	PROPN
easat-4133	383	5	acikgoz	acikgoz	PROPN
easat-4133	383	6	,	,	PUNCT
easat-4133	383	7	s.	s.	PROPN
easat-4133	383	8	gokten	gokten	VERB
easat-4133	383	9	,	,	PUNCT
easat-4133	383	10	and	and	CCONJ
easat-4133	383	11	a.	a.	PROPN
easat-4133	383	12	b.	b.	PROPN
easat-4133	383	13	soylu	soylu	PROPN
easat-4133	383	14	,	,	PUNCT
easat-4133	383	15	"	"	PUNCT
easat-4133	383	16	multifractal	multifractal	ADJ
easat-4133	383	17	detrended	detrended	ADJ
easat-4133	383	18	cross	cross	NOUN
easat-4133	383	19	-	-	NOUN
easat-4133	383	20	correlations	correlation	NOUN
easat-4133	383	21	between	between	ADP
easat-4133	383	22	green	green	ADJ
easat-4133	383	23	bonds	bond	NOUN
easat-4133	383	24	and	and	CCONJ
easat-4133	383	25	commodity	commodity	NOUN
easat-4133	383	26	markets	market	NOUN
easat-4133	383	27	:	:	PUNCT
easat-4133	383	28	an	an	DET
easat-4133	383	29	exploration	exploration	NOUN
easat-4133	383	30	of	of	ADP
easat-4133	383	31	the	the	DET
easat-4133	383	32	complex	complex	ADJ
easat-4133	383	33	connections	connection	NOUN
easat-4133	383	34	between	between	ADP
easat-4133	383	35	green	green	ADJ
easat-4133	383	36	finance	finance	NOUN
easat-4133	383	37	and	and	CCONJ
easat-4133	383	38	commodities	commodity	NOUN
easat-4133	383	39	from	from	ADP
easat-4133	383	40	the	the	DET
easat-4133	383	41	econophysics	econophysic	NOUN
easat-4133	383	42	perspective	perspective	NOUN
easat-4133	383	43	,	,	PUNCT
easat-4133	383	44	"	"	PUNCT
easat-4133	383	45	fractal	fractal	ADJ
easat-4133	383	46	and	and	CCONJ
easat-4133	383	47	fractional	fractional	ADJ
easat-4133	383	48	,	,	PUNCT
easat-4133	383	49	vol	vol	NOUN
easat-4133	383	50	.	.	NOUN
easat-4133	383	51	8	8	NUM
easat-4133	383	52	,	,	PUNCT
easat-4133	383	53	no	no	INTJ
easat-4133	383	54	.	.	NOUN
easat-4133	383	55	2	2	NUM
easat-4133	383	56	,	,	PUNCT
easat-4133	383	57	p.	p.	NOUN
easat-4133	383	58	117	117	NUM
easat-4133	383	59	,	,	PUNCT
easat-4133	383	60	2024	2024	NUM
easat-4133	383	61	.	.	PUNCT
easat-4133	384	1	https://doi.org/10.3390/fractalfract8020117	https://doi.org/10.3390/fractalfract8020117	PROPN
easat-4133	384	2	[	[	X
easat-4133	384	3	15	15	NUM
easat-4133	384	4	]	]	X
easat-4133	384	5	g.	g.	PROPN
easat-4133	384	6	f.	f.	PROPN
easat-4133	384	7	zebende	zebende	PROPN
easat-4133	384	8	,	,	PUNCT
easat-4133	384	9	"	"	PUNCT
easat-4133	384	10	dcca	dcca	VERB
easat-4133	384	11	cross	cross	ADJ
easat-4133	384	12	-	-	ADJ
easat-4133	384	13	correlation	correlation	ADJ
easat-4133	384	14	coefficient	coefficient	NOUN
easat-4133	384	15	:	:	PUNCT
easat-4133	384	16	quantifying	quantify	VERB
easat-4133	384	17	level	level	NOUN
easat-4133	384	18	of	of	ADP
easat-4133	384	19	cross	cross	NOUN
easat-4133	384	20	-	-	NOUN
easat-4133	384	21	correlation	correlation	NOUN
easat-4133	384	22	,	,	PUNCT
easat-4133	384	23	"	"	PUNCT
easat-4133	384	24	physica	physica	NOUN
easat-4133	384	25	a	a	DET
easat-4133	384	26	:	:	PUNCT
easat-4133	384	27	statistical	statistical	ADJ
easat-4133	384	28	mechanics	mechanic	NOUN
easat-4133	384	29	and	and	CCONJ
easat-4133	384	30	its	its	PRON
easat-4133	384	31	applications	application	NOUN
easat-4133	384	32	,	,	PUNCT
easat-4133	384	33	vol	vol	NOUN
easat-4133	384	34	.	.	PROPN
easat-4133	385	1	390	390	NUM
easat-4133	385	2	,	,	PUNCT
easat-4133	385	3	no	no	INTJ
easat-4133	385	4	.	.	NOUN
easat-4133	385	5	4	4	NUM
easat-4133	385	6	,	,	PUNCT
easat-4133	385	7	pp	pp	ADJ
easat-4133	385	8	.	.	PUNCT
easat-4133	386	1	614	614	NUM
easat-4133	386	2	-	-	SYM
easat-4133	386	3	618	618	NUM
easat-4133	386	4	,	,	PUNCT
easat-4133	386	5	2011	2011	NUM
easat-4133	386	6	.	.	PUNCT
easat-4133	387	1	https://doi.org/10.1016/j.physa.2010.10.022	https://doi.org/10.1016/j.physa.2010.10.022	NOUN
easat-4133	388	1	[	[	X
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