id	sid	tid	token	lemma	pos
easat-9367	1	1	edelweiss	edelweiss	PROPN
easat-9367	1	2	applied	apply	VERB
easat-9367	1	3	science	science	NOUN
easat-9367	1	4	and	and	CCONJ
easat-9367	1	5	technology	technology	NOUN
easat-9367	1	6	issn	issn	PROPN
easat-9367	1	7	:	:	PUNCT
easat-9367	1	8	2576	2576	NUM
easat-9367	1	9	-	-	SYM
easat-9367	1	10	8484	8484	NUM
easat-9367	1	11	vol	vol	NOUN
easat-9367	1	12	.	.	PROPN
easat-9367	2	1	9	9	NUM
easat-9367	2	2	,	,	PUNCT
easat-9367	2	3	no	no	INTJ
easat-9367	2	4	.	.	NOUN
easat-9367	2	5	8	8	NUM
easat-9367	2	6	,	,	PUNCT
easat-9367	2	7	586	586	NUM
easat-9367	2	8	-	-	SYM
easat-9367	2	9	606	606	NUM
easat-9367	2	10	2025	2025	NUM
easat-9367	2	11	publisher	publisher	NOUN
easat-9367	2	12	:	:	PUNCT
easat-9367	2	13	learning	learn	VERB
easat-9367	2	14	gate	gate	NOUN
easat-9367	2	15	doi	doi	PROPN
easat-9367	2	16	:	:	PUNCT
easat-9367	2	17	10.55214/2576	10.55214/2576	NUM
easat-9367	2	18	-	-	SYM
easat-9367	2	19	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	2	20	©	©	PROPN
easat-9367	2	21	2025	2025	NUM
easat-9367	2	22	by	by	ADP
easat-9367	2	23	the	the	DET
easat-9367	2	24	authors	author	NOUN
easat-9367	2	25	;	;	PUNCT
easat-9367	2	26	licensee	licensee	PROPN
easat-9367	2	27	learning	learning	NOUN
easat-9367	2	28	gate	gate	NOUN
easat-9367	3	1	©	©	PROPN
easat-9367	3	2	2025	2025	NUM
easat-9367	3	3	by	by	ADP
easat-9367	3	4	the	the	DET
easat-9367	3	5	authors	author	NOUN
easat-9367	3	6	;	;	PUNCT
easat-9367	3	7	licensee	licensee	PROPN
easat-9367	3	8	learning	learning	NOUN
easat-9367	3	9	gate	gate	NOUN
easat-9367	3	10	history	history	NOUN
easat-9367	3	11	:	:	PUNCT
easat-9367	3	12	received	receive	VERB
easat-9367	3	13	:	:	PUNCT
easat-9367	3	14	9	9	NUM
easat-9367	3	15	june	june	PROPN
easat-9367	3	16	2025	2025	NUM
easat-9367	3	17	;	;	PUNCT
easat-9367	3	18	revised	revise	VERB
easat-9367	3	19	:	:	PUNCT
easat-9367	3	20	14	14	NUM
easat-9367	3	21	july	july	PROPN
easat-9367	3	22	2025	2025	NUM
easat-9367	3	23	;	;	PUNCT
easat-9367	3	24	accepted	accept	VERB
easat-9367	3	25	:	:	PUNCT
easat-9367	3	26	17	17	NUM
easat-9367	3	27	july	july	PROPN
easat-9367	3	28	2025	2025	NUM
easat-9367	3	29	;	;	PUNCT
easat-9367	3	30	published	publish	VERB
easat-9367	3	31	:	:	PUNCT
easat-9367	3	32	9	9	NUM
easat-9367	3	33	august	august	PROPN
easat-9367	3	34	2025	2025	NUM
easat-9367	3	35	*	*	PUNCT
easat-9367	3	36	correspondence	correspondence	NOUN
easat-9367	3	37	:	:	PUNCT
easat-9367	3	38	soufianebenbachir.sb@gmail.com	soufianebenbachir.sb@gmail.com	PROPN
easat-9367	3	39	assessing	assess	VERB
easat-9367	3	40	the	the	DET
easat-9367	3	41	efficiency	efficiency	NOUN
easat-9367	3	42	of	of	ADP
easat-9367	3	43	african	african	ADJ
easat-9367	3	44	stock	stock	NOUN
easat-9367	3	45	markets	market	NOUN
easat-9367	3	46	through	through	ADP
easat-9367	3	47	multifractal	multifractal	ADJ
easat-9367	3	48	cross	cross	ADJ
easat-9367	3	49	-	-	ADJ
easat-9367	3	50	correlation	correlation	ADJ
easat-9367	3	51	insights	insight	NOUN
easat-9367	3	52	amzile	amzile	ADJ
easat-9367	3	53	rajaa1	rajaa1	PROPN
easat-9367	3	54	,	,	PUNCT
easat-9367	3	55	mrhari	mrhari	PROPN
easat-9367	3	56	aicha2	aicha2	PROPN
easat-9367	3	57	,	,	PUNCT
easat-9367	3	58	hijab	hijab	PROPN
easat-9367	3	59	zaynab3	zaynab3	PROPN
easat-9367	3	60	,	,	PUNCT
easat-9367	3	61	benbachir	benbachir	NOUN
easat-9367	3	62	soufiane4	soufiane4	PROPN
easat-9367	3	63	*	*	PROPN
easat-9367	3	64	1,2,4laboratory	1,2,4laboratory	NUM
easat-9367	3	65	of	of	ADP
easat-9367	3	66	studies	study	NOUN
easat-9367	3	67	and	and	CCONJ
easat-9367	3	68	research	research	NOUN
easat-9367	3	69	in	in	ADP
easat-9367	3	70	management	management	NOUN
easat-9367	3	71	sciences	science	NOUN
easat-9367	3	72	,	,	PUNCT
easat-9367	3	73	fsjes	fsje	NOUN
easat-9367	3	74	-	-	PUNCT
easat-9367	3	75	agdal	agdal	NOUN
easat-9367	3	76	,	,	PUNCT
easat-9367	3	77	mohammed	mohammed	PROPN
easat-9367	3	78	v	v	PROPN
easat-9367	3	79	university	university	PROPN
easat-9367	3	80	of	of	ADP
easat-9367	3	81	rabat	rabat	NOUN
easat-9367	3	82	,	,	PUNCT
easat-9367	3	83	morocco	morocco	PROPN
easat-9367	3	84	;	;	PUNCT
easat-9367	3	85	soufianebenbachir.sb@gmail.com	soufianebenbachir.sb@gmail.com	X
easat-9367	3	86	(	(	PUNCT
easat-9367	3	87	b.s	b.s	PROPN
easat-9367	3	88	.	.	PROPN
easat-9367	3	89	)	)	PUNCT
easat-9367	3	90	.	.	PUNCT
easat-9367	4	1	3research	3research	NUM
easat-9367	4	2	laboratory	laboratory	NOUN
easat-9367	4	3	in	in	ADP
easat-9367	4	4	organization	organization	NOUN
easat-9367	4	5	management	management	NOUN
easat-9367	4	6	,	,	PUNCT
easat-9367	4	7	business	business	NOUN
easat-9367	4	8	law	law	NOUN
easat-9367	4	9	,	,	PUNCT
easat-9367	4	10	and	and	CCONJ
easat-9367	4	11	sustainable	sustainable	ADJ
easat-9367	4	12	development	development	NOUN
easat-9367	4	13	,	,	PUNCT
easat-9367	4	14	fsjes	fsjes	PROPN
easat-9367	4	15	-	-	PUNCT
easat-9367	4	16	souissi	souissi	ADJ
easat-9367	4	17	,	,	PUNCT
easat-9367	4	18	morocco	morocco	PROPN
easat-9367	4	19	.	.	PUNCT
easat-9367	5	1	abstract	abstract	ADJ
easat-9367	5	2	:	:	PUNCT
easat-9367	5	3	this	this	DET
easat-9367	5	4	paper	paper	NOUN
easat-9367	5	5	investigates	investigate	VERB
easat-9367	5	6	the	the	DET
easat-9367	5	7	informational	informational	ADJ
easat-9367	5	8	efficiency	efficiency	NOUN
easat-9367	5	9	and	and	CCONJ
easat-9367	5	10	cross	cross	NOUN
easat-9367	5	11	-	-	NOUN
easat-9367	5	12	correlations	correlation	NOUN
easat-9367	5	13	among	among	ADP
easat-9367	5	14	the	the	DET
easat-9367	5	15	five	five	NUM
easat-9367	5	16	largest	large	ADJ
easat-9367	5	17	african	african	ADJ
easat-9367	5	18	stock	stock	NOUN
easat-9367	5	19	markets	market	NOUN
easat-9367	5	20	—	—	PUNCT
easat-9367	5	21	johannesburg	johannesburg	PROPN
easat-9367	5	22	,	,	PUNCT
easat-9367	5	23	casablanca	casablanca	PROPN
easat-9367	5	24	,	,	PUNCT
easat-9367	5	25	botswana	botswana	PROPN
easat-9367	5	26	,	,	PUNCT
easat-9367	5	27	nigerian	nigerian	ADJ
easat-9367	5	28	,	,	PUNCT
easat-9367	5	29	and	and	CCONJ
easat-9367	5	30	egyptian	egyptian	ADJ
easat-9367	5	31	—	—	PUNCT
easat-9367	5	32	using	use	VERB
easat-9367	5	33	multifractal	multifractal	ADJ
easat-9367	5	34	detrended	detrende	VERB
easat-9367	5	35	cross	cross	ADJ
easat-9367	5	36	-	-	ADJ
easat-9367	5	37	correlation	correlation	ADJ
easat-9367	5	38	analysis	analysis	NOUN
easat-9367	5	39	(	(	PUNCT
easat-9367	5	40	mf	mf	NOUN
easat-9367	5	41	-	-	PUNCT
easat-9367	5	42	dcca	dcca	NOUN
easat-9367	5	43	)	)	PUNCT
easat-9367	5	44	.	.	PUNCT
easat-9367	6	1	spanning	span	VERB
easat-9367	6	2	the	the	DET
easat-9367	6	3	period	period	NOUN
easat-9367	6	4	from	from	ADP
easat-9367	6	5	january	january	PROPN
easat-9367	6	6	30	30	NUM
easat-9367	6	7	,	,	PUNCT
easat-9367	6	8	2012	2012	NUM
easat-9367	6	9	,	,	PUNCT
easat-9367	6	10	to	to	ADP
easat-9367	6	11	august	august	PROPN
easat-9367	6	12	8	8	NUM
easat-9367	6	13	,	,	PUNCT
easat-9367	6	14	2024	2024	NUM
easat-9367	6	15	,	,	PUNCT
easat-9367	6	16	with	with	ADP
easat-9367	6	17	nearly	nearly	ADV
easat-9367	6	18	3,050	3,050	NUM
easat-9367	6	19	observations	observation	NOUN
easat-9367	6	20	,	,	PUNCT
easat-9367	6	21	the	the	DET
easat-9367	6	22	study	study	NOUN
easat-9367	6	23	explores	explore	VERB
easat-9367	6	24	the	the	DET
easat-9367	6	25	multifractal	multifractal	ADJ
easat-9367	6	26	characteristics	characteristic	NOUN
easat-9367	6	27	and	and	CCONJ
easat-9367	6	28	complex	complex	ADJ
easat-9367	6	29	interdependencies	interdependency	NOUN
easat-9367	6	30	among	among	ADP
easat-9367	6	31	these	these	DET
easat-9367	6	32	markets	market	NOUN
easat-9367	6	33	.	.	PUNCT
easat-9367	7	1	initial	initial	ADJ
easat-9367	7	2	results	result	NOUN
easat-9367	7	3	from	from	ADP
easat-9367	7	4	the	the	DET
easat-9367	7	5	crosscorrelation	crosscorrelation	NOUN
easat-9367	7	6	significance	significance	NOUN
easat-9367	7	7	test	test	NOUN
easat-9367	7	8	indicate	indicate	VERB
easat-9367	7	9	statistically	statistically	ADV
easat-9367	7	10	significant	significant	ADJ
easat-9367	7	11	relationships	relationship	NOUN
easat-9367	7	12	across	across	ADP
easat-9367	7	13	most	most	ADJ
easat-9367	7	14	index	index	NOUN
easat-9367	7	15	pairs	pair	NOUN
easat-9367	7	16	.	.	PUNCT
easat-9367	8	1	further	further	ADJ
easat-9367	8	2	analysis	analysis	NOUN
easat-9367	8	3	using	use	VERB
easat-9367	8	4	mf	mf	NOUN
easat-9367	8	5	-	-	PUNCT
easat-9367	8	6	dcca	dcca	ADJ
easat-9367	8	7	components	component	NOUN
easat-9367	8	8	—	—	PUNCT
easat-9367	8	9	generalized	generalized	ADJ
easat-9367	8	10	hurst	hurst	PROPN
easat-9367	8	11	exponents	exponents	PROPN
easat-9367	8	12	,	,	PUNCT
easat-9367	8	13	rényi	rényi	NOUN
easat-9367	8	14	exponents	exponent	NOUN
easat-9367	8	15	,	,	PUNCT
easat-9367	8	16	and	and	CCONJ
easat-9367	8	17	the	the	DET
easat-9367	8	18	hölder	hölder	NOUN
easat-9367	8	19	singularity	singularity	NOUN
easat-9367	8	20	spectrum	spectrum	NOUN
easat-9367	8	21	—	—	PUNCT
easat-9367	8	22	reveals	reveal	VERB
easat-9367	8	23	persistent	persistent	ADJ
easat-9367	8	24	long	long	ADJ
easat-9367	8	25	-	-	PUNCT
easat-9367	8	26	range	range	NOUN
easat-9367	8	27	cross	cross	NOUN
easat-9367	8	28	-	-	NOUN
easat-9367	8	29	correlations	correlation	NOUN
easat-9367	8	30	and	and	CCONJ
easat-9367	8	31	strong	strong	ADJ
easat-9367	8	32	multifractal	multifractal	ADJ
easat-9367	8	33	behavior	behavior	NOUN
easat-9367	8	34	.	.	PUNCT
easat-9367	9	1	the	the	DET
easat-9367	9	2	application	application	NOUN
easat-9367	9	3	of	of	ADP
easat-9367	9	4	surrogate	surrogate	NOUN
easat-9367	9	5	and	and	CCONJ
easat-9367	9	6	shuffling	shuffle	VERB
easat-9367	9	7	procedures	procedure	NOUN
easat-9367	9	8	confirms	confirm	VERB
easat-9367	9	9	that	that	SCONJ
easat-9367	9	10	both	both	DET
easat-9367	9	11	longmemory	longmemory	NOUN
easat-9367	9	12	effects	effect	NOUN
easat-9367	9	13	and	and	CCONJ
easat-9367	9	14	heavy	heavy	ADJ
easat-9367	9	15	-	-	PUNCT
easat-9367	9	16	tailed	tail	VERB
easat-9367	9	17	distributions	distribution	NOUN
easat-9367	9	18	contribute	contribute	VERB
easat-9367	9	19	to	to	ADP
easat-9367	9	20	the	the	DET
easat-9367	9	21	observed	observed	ADJ
easat-9367	9	22	multifractality	multifractality	NOUN
easat-9367	9	23	.	.	PUNCT
easat-9367	10	1	these	these	DET
easat-9367	10	2	findings	finding	NOUN
easat-9367	10	3	suggest	suggest	VERB
easat-9367	10	4	the	the	DET
easat-9367	10	5	presence	presence	NOUN
easat-9367	10	6	of	of	ADP
easat-9367	10	7	informational	informational	ADJ
easat-9367	10	8	inefficiencies	inefficiency	NOUN
easat-9367	10	9	within	within	ADP
easat-9367	10	10	and	and	CCONJ
easat-9367	10	11	between	between	ADP
easat-9367	10	12	african	african	ADJ
easat-9367	10	13	stock	stock	NOUN
easat-9367	10	14	markets	market	NOUN
easat-9367	10	15	,	,	PUNCT
easat-9367	10	16	as	as	SCONJ
easat-9367	10	17	evidenced	evidence	VERB
easat-9367	10	18	by	by	ADP
easat-9367	10	19	deviations	deviation	NOUN
easat-9367	10	20	from	from	ADP
easat-9367	10	21	random	random	ADJ
easat-9367	10	22	-	-	PUNCT
easat-9367	10	23	walk	walk	NOUN
easat-9367	10	24	behavior	behavior	NOUN
easat-9367	10	25	.	.	PUNCT
easat-9367	11	1	the	the	DET
easat-9367	11	2	study	study	NOUN
easat-9367	11	3	provides	provide	VERB
easat-9367	11	4	new	new	ADJ
easat-9367	11	5	insights	insight	NOUN
easat-9367	11	6	into	into	ADP
easat-9367	11	7	market	market	NOUN
easat-9367	11	8	dynamics	dynamic	NOUN
easat-9367	11	9	in	in	ADP
easat-9367	11	10	emerging	emerge	VERB
easat-9367	11	11	economies	economy	NOUN
easat-9367	11	12	,	,	PUNCT
easat-9367	11	13	with	with	ADP
easat-9367	11	14	practical	practical	ADJ
easat-9367	11	15	implications	implication	NOUN
easat-9367	11	16	for	for	ADP
easat-9367	11	17	investors	investor	NOUN
easat-9367	11	18	,	,	PUNCT
easat-9367	11	19	portfolio	portfolio	NOUN
easat-9367	11	20	managers	manager	NOUN
easat-9367	11	21	,	,	PUNCT
easat-9367	11	22	and	and	CCONJ
easat-9367	11	23	policymakers	policymaker	NOUN
easat-9367	11	24	.	.	PUNCT
easat-9367	12	1	keywords	keyword	NOUN
easat-9367	12	2	:	:	PUNCT
easat-9367	12	3	cross	cross	NOUN
easat-9367	12	4	-	-	NOUN
easat-9367	12	5	correlation	correlation	NOUN
easat-9367	12	6	,	,	PUNCT
easat-9367	12	7	efficiency	efficiency	NOUN
easat-9367	12	8	,	,	PUNCT
easat-9367	12	9	generalized	generalize	VERB
easat-9367	12	10	hurst	hurst	PROPN
easat-9367	12	11	exponents	exponents	PROPN
easat-9367	12	12	,	,	PUNCT
easat-9367	12	13	hölder	hölder	NOUN
easat-9367	12	14	singularity	singularity	NOUN
easat-9367	12	15	spectrum	spectrum	NOUN
easat-9367	12	16	,	,	PUNCT
easat-9367	12	17	multifractality	multifractality	NOUN
easat-9367	12	18	,	,	PUNCT
easat-9367	12	19	rényi	rényi	NOUN
easat-9367	12	20	exponents	exponent	NOUN
easat-9367	12	21	.	.	PUNCT
easat-9367	13	1	1	1	X
easat-9367	13	2	.	.	X
easat-9367	13	3	introduction	introduction	NOUN
easat-9367	13	4	in	in	ADP
easat-9367	13	5	today	today	NOUN
easat-9367	13	6	’s	’s	PART
easat-9367	13	7	increasingly	increasingly	ADV
easat-9367	13	8	interconnected	interconnected	ADJ
easat-9367	13	9	and	and	CCONJ
easat-9367	13	10	volatile	volatile	ADJ
easat-9367	13	11	global	global	ADJ
easat-9367	13	12	financial	financial	ADJ
easat-9367	13	13	system	system	NOUN
easat-9367	13	14	,	,	PUNCT
easat-9367	13	15	understanding	understand	VERB
easat-9367	13	16	the	the	DET
easat-9367	13	17	intricate	intricate	ADJ
easat-9367	13	18	relationships	relationship	NOUN
easat-9367	13	19	between	between	ADP
easat-9367	13	20	financial	financial	ADJ
easat-9367	13	21	markets	market	NOUN
easat-9367	13	22	is	be	AUX
easat-9367	13	23	not	not	PART
easat-9367	13	24	just	just	ADV
easat-9367	13	25	a	a	DET
easat-9367	13	26	theoretical	theoretical	ADJ
easat-9367	13	27	exercise	exercise	NOUN
easat-9367	13	28	,	,	PUNCT
easat-9367	13	29	it	it	PRON
easat-9367	13	30	is	be	AUX
easat-9367	13	31	a	a	DET
easat-9367	13	32	practical	practical	ADJ
easat-9367	13	33	necessity	necessity	NOUN
easat-9367	13	34	.	.	PUNCT
easat-9367	14	1	market	market	NOUN
easat-9367	14	2	shocks	shock	NOUN
easat-9367	14	3	in	in	ADP
easat-9367	14	4	one	one	NUM
easat-9367	14	5	region	region	NOUN
easat-9367	14	6	can	can	AUX
easat-9367	14	7	quickly	quickly	ADV
easat-9367	14	8	transmit	transmit	VERB
easat-9367	14	9	across	across	ADP
easat-9367	14	10	borders	border	NOUN
easat-9367	14	11	,	,	PUNCT
easat-9367	14	12	magnifying	magnify	VERB
easat-9367	14	13	systemic	systemic	ADJ
easat-9367	14	14	risks	risk	NOUN
easat-9367	14	15	and	and	CCONJ
easat-9367	14	16	affecting	affect	VERB
easat-9367	14	17	investment	investment	NOUN
easat-9367	14	18	outcomes	outcome	NOUN
easat-9367	14	19	worldwide	worldwide	ADV
easat-9367	14	20	.	.	PUNCT
easat-9367	15	1	for	for	ADP
easat-9367	15	2	investors	investor	NOUN
easat-9367	15	3	,	,	PUNCT
easat-9367	15	4	risk	risk	NOUN
easat-9367	15	5	managers	manager	NOUN
easat-9367	15	6	,	,	PUNCT
easat-9367	15	7	and	and	CCONJ
easat-9367	15	8	policymakers	policymaker	NOUN
easat-9367	15	9	,	,	PUNCT
easat-9367	15	10	this	this	DET
easat-9367	15	11	growing	grow	VERB
easat-9367	15	12	complexity	complexity	NOUN
easat-9367	15	13	demands	demand	VERB
easat-9367	15	14	analytical	analytical	ADJ
easat-9367	15	15	tools	tool	NOUN
easat-9367	15	16	that	that	PRON
easat-9367	15	17	can	can	AUX
easat-9367	15	18	capture	capture	VERB
easat-9367	15	19	the	the	DET
easat-9367	15	20	full	full	ADJ
easat-9367	15	21	range	range	NOUN
easat-9367	15	22	of	of	ADP
easat-9367	15	23	market	market	NOUN
easat-9367	15	24	behaviors	behavior	NOUN
easat-9367	15	25	,	,	PUNCT
easat-9367	15	26	including	include	VERB
easat-9367	15	27	non	non	ADJ
easat-9367	15	28	-	-	ADJ
easat-9367	15	29	linear	linear	ADJ
easat-9367	15	30	dependencies	dependency	NOUN
easat-9367	15	31	,	,	PUNCT
easat-9367	15	32	structural	structural	ADJ
easat-9367	15	33	breaks	break	NOUN
easat-9367	15	34	,	,	PUNCT
easat-9367	15	35	and	and	CCONJ
easat-9367	15	36	time	time	NOUN
easat-9367	15	37	-	-	PUNCT
easat-9367	15	38	varying	vary	VERB
easat-9367	15	39	dynamics	dynamic	NOUN
easat-9367	15	40	.	.	PUNCT
easat-9367	16	1	traditional	traditional	ADJ
easat-9367	16	2	linear	linear	ADJ
easat-9367	16	3	correlation	correlation	NOUN
easat-9367	16	4	models	model	NOUN
easat-9367	16	5	,	,	PUNCT
easat-9367	16	6	while	while	SCONJ
easat-9367	16	7	useful	useful	ADJ
easat-9367	16	8	in	in	ADP
easat-9367	16	9	simple	simple	ADJ
easat-9367	16	10	settings	setting	NOUN
easat-9367	16	11	,	,	PUNCT
easat-9367	16	12	often	often	ADV
easat-9367	16	13	fail	fail	VERB
easat-9367	16	14	to	to	PART
easat-9367	16	15	reflect	reflect	VERB
easat-9367	16	16	the	the	DET
easat-9367	16	17	true	true	ADJ
easat-9367	16	18	interconnectedness	interconnectedness	NOUN
easat-9367	16	19	of	of	ADP
easat-9367	16	20	modern	modern	ADJ
easat-9367	16	21	financial	financial	ADJ
easat-9367	16	22	systems	system	NOUN
easat-9367	16	23	.	.	PUNCT
easat-9367	17	1	in	in	ADP
easat-9367	17	2	contrast	contrast	NOUN
easat-9367	17	3	,	,	PUNCT
easat-9367	17	4	multifractal	multifractal	ADJ
easat-9367	17	5	methods	method	NOUN
easat-9367	17	6	,	,	PUNCT
easat-9367	17	7	particularly	particularly	ADV
easat-9367	17	8	multifractal	multifractal	ADJ
easat-9367	17	9	detrended	detrende	VERB
easat-9367	17	10	crosscorrelation	crosscorrelation	NOUN
easat-9367	17	11	analysis	analysis	NOUN
easat-9367	17	12	(	(	PUNCT
easat-9367	17	13	mf	mf	NOUN
easat-9367	17	14	-	-	PUNCT
easat-9367	17	15	dcca	dcca	NOUN
easat-9367	17	16	)	)	PUNCT
easat-9367	17	17	,	,	PUNCT
easat-9367	17	18	offer	offer	VERB
easat-9367	17	19	a	a	DET
easat-9367	17	20	more	more	ADV
easat-9367	17	21	robust	robust	ADJ
easat-9367	17	22	framework	framework	NOUN
easat-9367	17	23	to	to	PART
easat-9367	17	24	uncover	uncover	VERB
easat-9367	17	25	subtle	subtle	ADJ
easat-9367	17	26	and	and	CCONJ
easat-9367	17	27	dynamic	dynamic	ADJ
easat-9367	17	28	patterns	pattern	NOUN
easat-9367	17	29	of	of	ADP
easat-9367	17	30	co	co	NOUN
easat-9367	17	31	-	-	NOUN
easat-9367	17	32	movement	movement	NOUN
easat-9367	17	33	between	between	ADP
easat-9367	17	34	markets	market	NOUN
easat-9367	17	35	.	.	PUNCT
easat-9367	18	1	the	the	DET
easat-9367	18	2	mf	mf	PROPN
easat-9367	18	3	-	-	PUNCT
easat-9367	18	4	dcca	dcca	ADJ
easat-9367	18	5	approach	approach	NOUN
easat-9367	18	6	is	be	AUX
easat-9367	18	7	an	an	DET
easat-9367	18	8	advanced	advanced	ADJ
easat-9367	18	9	analytical	analytical	ADJ
easat-9367	18	10	tool	tool	NOUN
easat-9367	18	11	that	that	PRON
easat-9367	18	12	extends	extend	VERB
easat-9367	18	13	beyond	beyond	ADP
easat-9367	18	14	traditional	traditional	ADJ
easat-9367	18	15	methods	method	NOUN
easat-9367	18	16	by	by	ADP
easat-9367	18	17	incorporating	incorporate	VERB
easat-9367	18	18	multifractality	multifractality	NOUN
easat-9367	18	19	,	,	PUNCT
easat-9367	18	20	which	which	PRON
easat-9367	18	21	captures	capture	VERB
easat-9367	18	22	diverse	diverse	ADJ
easat-9367	18	23	scaling	scaling	NOUN
easat-9367	18	24	behaviors	behavior	NOUN
easat-9367	18	25	within	within	ADP
easat-9367	18	26	financial	financial	ADJ
easat-9367	18	27	time	time	NOUN
easat-9367	18	28	series	series	NOUN
easat-9367	18	29	.	.	PUNCT
easat-9367	19	1	this	this	DET
easat-9367	19	2	method	method	NOUN
easat-9367	19	3	,	,	PUNCT
easat-9367	19	4	introduced	introduce	VERB
easat-9367	19	5	by	by	ADP
easat-9367	19	6	zhou	zhou	PROPN
easat-9367	19	7	[	[	X
easat-9367	19	8	1	1	NUM
easat-9367	19	9	]	]	PUNCT
easat-9367	19	10	enables	enable	VERB
easat-9367	19	11	a	a	DET
easat-9367	19	12	detailed	detailed	ADJ
easat-9367	19	13	analysis	analysis	NOUN
easat-9367	19	14	of	of	ADP
easat-9367	19	15	cross	cross	ADJ
easat-9367	19	16	-	-	ADJ
easat-9367	19	17	correlation	correlation	ADJ
easat-9367	19	18	patterns	pattern	NOUN
easat-9367	19	19	across	across	ADP
easat-9367	19	20	different	different	ADJ
easat-9367	19	21	time	time	NOUN
easat-9367	19	22	scales	scale	NOUN
easat-9367	19	23	,	,	PUNCT
easat-9367	19	24	effectively	effectively	ADV
easat-9367	19	25	addressing	address	VERB
easat-9367	19	26	both	both	DET
easat-9367	19	27	short	short	ADJ
easat-9367	19	28	-	-	PUNCT
easat-9367	19	29	term	term	NOUN
easat-9367	19	30	fluctuations	fluctuation	NOUN
easat-9367	19	31	and	and	CCONJ
easat-9367	19	32	long	long	ADJ
easat-9367	19	33	-	-	PUNCT
easat-9367	19	34	term	term	NOUN
easat-9367	19	35	dependencies	dependency	NOUN
easat-9367	19	36	between	between	ADP
easat-9367	19	37	markets	market	NOUN
easat-9367	19	38	.	.	PUNCT
easat-9367	20	1	these	these	DET
easat-9367	20	2	features	feature	NOUN
easat-9367	20	3	are	be	AUX
easat-9367	20	4	particularly	particularly	ADV
easat-9367	20	5	relevant	relevant	ADJ
easat-9367	20	6	in	in	ADP
easat-9367	20	7	the	the	DET
easat-9367	20	8	context	context	NOUN
easat-9367	20	9	of	of	ADP
easat-9367	20	10	informational	informational	ADJ
easat-9367	20	11	efficiency	efficiency	NOUN
easat-9367	20	12	,	,	PUNCT
easat-9367	20	13	as	as	SCONJ
easat-9367	20	14	defined	define	VERB
easat-9367	20	15	by	by	ADP
easat-9367	20	16	the	the	DET
easat-9367	20	17	efficient	efficient	ADJ
easat-9367	20	18	market	market	NOUN
easat-9367	20	19	hypothesis	hypothesis	NOUN
easat-9367	20	20	(	(	PUNCT
easat-9367	20	21	emh	emh	PROPN
easat-9367	20	22	)	)	PUNCT
easat-9367	20	23	.	.	PUNCT
easat-9367	21	1	according	accord	VERB
easat-9367	21	2	to	to	ADP
easat-9367	21	3	the	the	DET
easat-9367	21	4	emh	emh	PROPN
easat-9367	21	5	,	,	PUNCT
easat-9367	21	6	asset	asset	NOUN
easat-9367	21	7	prices	price	NOUN
easat-9367	21	8	fully	fully	ADV
easat-9367	21	9	reflect	reflect	VERB
easat-9367	21	10	all	all	DET
easat-9367	21	11	available	available	ADJ
easat-9367	21	12	information	information	NOUN
easat-9367	21	13	,	,	PUNCT
easat-9367	21	14	and	and	CCONJ
easat-9367	21	15	price	price	NOUN
easat-9367	21	16	changes	change	NOUN
easat-9367	21	17	should	should	AUX
easat-9367	21	18	follow	follow	VERB
easat-9367	21	19	a	a	DET
easat-9367	21	20	random	random	ADJ
easat-9367	21	21	walk	walk	NOUN
easat-9367	21	22	with	with	ADP
easat-9367	21	23	no	no	DET
easat-9367	21	24	predictable	predictable	ADJ
easat-9367	21	25	structure	structure	NOUN
easat-9367	21	26	.	.	PUNCT
easat-9367	22	1	persistent	persistent	ADJ
easat-9367	22	2	https://orcid.org/0009-0003-9357-9188	https://orcid.org/0009-0003-9357-9188	ADJ
easat-9367	22	3	587	587	NUM
easat-9367	22	4	edelweiss	edelweiss	PROPN
easat-9367	22	5	applied	apply	VERB
easat-9367	22	6	science	science	NOUN
easat-9367	22	7	and	and	CCONJ
easat-9367	22	8	technology	technology	NOUN
easat-9367	22	9	issn	issn	PROPN
easat-9367	22	10	:	:	PUNCT
easat-9367	22	11	2576	2576	NUM
easat-9367	22	12	-	-	SYM
easat-9367	22	13	8484	8484	NUM
easat-9367	22	14	vol	vol	NOUN
easat-9367	22	15	.	.	PROPN
easat-9367	23	1	9	9	NUM
easat-9367	23	2	,	,	PUNCT
easat-9367	23	3	no	no	INTJ
easat-9367	23	4	.	.	NOUN
easat-9367	23	5	8	8	NUM
easat-9367	23	6	:	:	PUNCT
easat-9367	23	7	586	586	NUM
easat-9367	23	8	-	-	SYM
easat-9367	23	9	606	606	NUM
easat-9367	23	10	,	,	PUNCT
easat-9367	23	11	2025	2025	NUM
easat-9367	23	12	doi	doi	NOUN
easat-9367	23	13	:	:	PUNCT
easat-9367	23	14	10.55214/2576	10.55214/2576	NUM
easat-9367	23	15	-	-	SYM
easat-9367	23	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	23	17	©	©	PROPN
easat-9367	23	18	2025	2025	NUM
easat-9367	23	19	by	by	ADP
easat-9367	23	20	the	the	DET
easat-9367	23	21	authors	author	NOUN
easat-9367	23	22	;	;	PUNCT
easat-9367	23	23	licensee	licensee	PROPN
easat-9367	23	24	learning	learn	VERB
easat-9367	23	25	gate	gate	NOUN
easat-9367	23	26	long	long	ADJ
easat-9367	23	27	-	-	PUNCT
easat-9367	23	28	range	range	NOUN
easat-9367	23	29	dependencies	dependency	NOUN
easat-9367	23	30	and	and	CCONJ
easat-9367	23	31	multifractal	multifractal	ADJ
easat-9367	23	32	patterns	pattern	NOUN
easat-9367	23	33	,	,	PUNCT
easat-9367	23	34	however	however	ADV
easat-9367	23	35	,	,	PUNCT
easat-9367	23	36	suggest	suggest	VERB
easat-9367	23	37	deviations	deviation	NOUN
easat-9367	23	38	from	from	ADP
easat-9367	23	39	this	this	DET
easat-9367	23	40	ideal	ideal	NOUN
easat-9367	23	41	,	,	PUNCT
easat-9367	23	42	indicating	indicate	VERB
easat-9367	23	43	that	that	SCONJ
easat-9367	23	44	past	past	ADJ
easat-9367	23	45	price	price	NOUN
easat-9367	23	46	information	information	NOUN
easat-9367	23	47	may	may	AUX
easat-9367	23	48	still	still	ADV
easat-9367	23	49	contain	contain	VERB
easat-9367	23	50	predictive	predictive	ADJ
easat-9367	23	51	power	power	NOUN
easat-9367	23	52	,	,	PUNCT
easat-9367	23	53	a	a	DET
easat-9367	23	54	hallmark	hallmark	NOUN
easat-9367	23	55	of	of	ADP
easat-9367	23	56	informational	informational	ADJ
easat-9367	23	57	inefficiency	inefficiency	NOUN
easat-9367	23	58	.	.	PUNCT
easat-9367	24	1	multifractality	multifractality	NOUN
easat-9367	24	2	in	in	ADP
easat-9367	24	3	financial	financial	ADJ
easat-9367	24	4	markets	market	NOUN
easat-9367	24	5	arises	arise	VERB
easat-9367	24	6	from	from	ADP
easat-9367	24	7	the	the	DET
easat-9367	24	8	heterogeneous	heterogeneous	ADJ
easat-9367	24	9	scaling	scale	VERB
easat-9367	24	10	behavior	behavior	NOUN
easat-9367	24	11	of	of	ADP
easat-9367	24	12	asset	asset	NOUN
easat-9367	24	13	returns	return	NOUN
easat-9367	24	14	,	,	PUNCT
easat-9367	24	15	phenomena	phenomenon	NOUN
easat-9367	24	16	often	often	ADV
easat-9367	24	17	linked	link	VERB
easat-9367	24	18	to	to	ADP
easat-9367	24	19	volatility	volatility	NOUN
easat-9367	24	20	clustering	clustering	NOUN
easat-9367	24	21	,	,	PUNCT
easat-9367	24	22	extreme	extreme	ADJ
easat-9367	24	23	events	event	NOUN
easat-9367	24	24	,	,	PUNCT
easat-9367	24	25	and	and	CCONJ
easat-9367	24	26	long	long	ADJ
easat-9367	24	27	memory	memory	NOUN
easat-9367	24	28	effects	effect	NOUN
easat-9367	24	29	.	.	PUNCT
easat-9367	25	1	unlike	unlike	ADP
easat-9367	25	2	classical	classical	ADJ
easat-9367	25	3	monofractal	monofractal	ADJ
easat-9367	25	4	models	model	NOUN
easat-9367	25	5	,	,	PUNCT
easat-9367	25	6	which	which	PRON
easat-9367	25	7	assume	assume	VERB
easat-9367	25	8	uniform	uniform	ADJ
easat-9367	25	9	behavior	behavior	NOUN
easat-9367	25	10	across	across	ADP
easat-9367	25	11	scales	scale	NOUN
easat-9367	25	12	,	,	PUNCT
easat-9367	25	13	multifractal	multifractal	ADJ
easat-9367	25	14	models	model	NOUN
easat-9367	25	15	detect	detect	VERB
easat-9367	25	16	a	a	DET
easat-9367	25	17	wide	wide	ADJ
easat-9367	25	18	spectrum	spectrum	NOUN
easat-9367	25	19	of	of	ADP
easat-9367	25	20	scaling	scale	VERB
easat-9367	25	21	exponents	exponent	NOUN
easat-9367	25	22	that	that	PRON
easat-9367	25	23	characterize	characterize	VERB
easat-9367	25	24	both	both	CCONJ
easat-9367	25	25	regular	regular	ADJ
easat-9367	25	26	and	and	CCONJ
easat-9367	25	27	erratic	erratic	ADJ
easat-9367	25	28	patterns	pattern	NOUN
easat-9367	25	29	in	in	ADP
easat-9367	25	30	market	market	NOUN
easat-9367	25	31	dynamics	dynamic	NOUN
easat-9367	25	32	.	.	PUNCT
easat-9367	26	1	when	when	SCONJ
easat-9367	26	2	applied	apply	VERB
easat-9367	26	3	in	in	ADP
easat-9367	26	4	a	a	DET
easat-9367	26	5	cross	cross	ADJ
easat-9367	26	6	-	-	ADJ
easat-9367	26	7	correlation	correlation	ADJ
easat-9367	26	8	setting	setting	NOUN
easat-9367	26	9	,	,	PUNCT
easat-9367	26	10	these	these	DET
easat-9367	26	11	techniques	technique	NOUN
easat-9367	26	12	can	can	AUX
easat-9367	26	13	identify	identify	VERB
easat-9367	26	14	complex	complex	ADJ
easat-9367	26	15	and	and	CCONJ
easat-9367	26	16	persistent	persistent	ADJ
easat-9367	26	17	relationships	relationship	NOUN
easat-9367	26	18	between	between	ADP
easat-9367	26	19	financial	financial	ADJ
easat-9367	26	20	markets	market	NOUN
easat-9367	26	21	that	that	PRON
easat-9367	26	22	evolve	evolve	VERB
easat-9367	26	23	over	over	ADP
easat-9367	26	24	time	time	NOUN
easat-9367	26	25	and	and	CCONJ
easat-9367	26	26	vary	vary	VERB
easat-9367	26	27	across	across	ADP
easat-9367	26	28	frequencies	frequency	NOUN
easat-9367	26	29	.	.	PUNCT
easat-9367	27	1	such	such	ADJ
easat-9367	27	2	findings	finding	NOUN
easat-9367	27	3	are	be	AUX
easat-9367	27	4	significant	significant	ADJ
easat-9367	27	5	in	in	ADP
easat-9367	27	6	testing	test	VERB
easat-9367	27	7	the	the	DET
easat-9367	27	8	degree	degree	NOUN
easat-9367	27	9	of	of	ADP
easat-9367	27	10	informational	informational	ADJ
easat-9367	27	11	efficiency	efficiency	NOUN
easat-9367	27	12	both	both	CCONJ
easat-9367	27	13	within	within	ADP
easat-9367	27	14	and	and	CCONJ
easat-9367	27	15	across	across	ADP
easat-9367	27	16	markets	market	NOUN
easat-9367	27	17	,	,	PUNCT
easat-9367	27	18	especially	especially	ADV
easat-9367	27	19	when	when	SCONJ
easat-9367	27	20	the	the	DET
easat-9367	27	21	persistence	persistence	NOUN
easat-9367	27	22	of	of	ADP
easat-9367	27	23	multifractal	multifractal	ADJ
easat-9367	27	24	cross	cross	NOUN
easat-9367	27	25	-	-	NOUN
easat-9367	27	26	correlations	correlation	NOUN
easat-9367	27	27	challenges	challenge	VERB
easat-9367	27	28	the	the	DET
easat-9367	27	29	assumption	assumption	NOUN
easat-9367	27	30	of	of	ADP
easat-9367	27	31	market	market	NOUN
easat-9367	27	32	independence	independence	NOUN
easat-9367	27	33	and	and	CCONJ
easat-9367	27	34	instantaneous	instantaneous	ADJ
easat-9367	27	35	information	information	NOUN
easat-9367	27	36	diffusion	diffusion	NOUN
easat-9367	27	37	.	.	PUNCT
easat-9367	28	1	this	this	PRON
easat-9367	28	2	is	be	AUX
easat-9367	28	3	especially	especially	ADV
easat-9367	28	4	critical	critical	ADJ
easat-9367	28	5	during	during	ADP
easat-9367	28	6	periods	period	NOUN
easat-9367	28	7	of	of	ADP
easat-9367	28	8	financial	financial	ADJ
easat-9367	28	9	turbulence	turbulence	NOUN
easat-9367	28	10	,	,	PUNCT
easat-9367	28	11	when	when	SCONJ
easat-9367	28	12	traditional	traditional	ADJ
easat-9367	28	13	correlation	correlation	NOUN
easat-9367	28	14	measures	measure	NOUN
easat-9367	28	15	tend	tend	VERB
easat-9367	28	16	to	to	PART
easat-9367	28	17	break	break	VERB
easat-9367	28	18	down	down	ADP
easat-9367	28	19	.	.	PUNCT
easat-9367	29	1	thus	thus	ADV
easat-9367	29	2	,	,	PUNCT
easat-9367	29	3	multifractal	multifractal	ADJ
easat-9367	29	4	cross	cross	ADJ
easat-9367	29	5	-	-	ADJ
easat-9367	29	6	correlation	correlation	ADJ
easat-9367	29	7	analysis	analysis	NOUN
easat-9367	29	8	provides	provide	VERB
easat-9367	29	9	unique	unique	ADJ
easat-9367	29	10	value	value	NOUN
easat-9367	29	11	by	by	ADP
easat-9367	29	12	offering	offer	VERB
easat-9367	29	13	a	a	DET
easat-9367	29	14	multi	multi	ADJ
easat-9367	29	15	-	-	NOUN
easat-9367	29	16	scale	scale	ADJ
easat-9367	29	17	,	,	PUNCT
easat-9367	29	18	non	non	ADJ
easat-9367	29	19	-	-	ADJ
easat-9367	29	20	linear	linear	ADJ
easat-9367	29	21	lens	lens	NOUN
easat-9367	29	22	through	through	ADP
easat-9367	29	23	which	which	PRON
easat-9367	29	24	market	market	NOUN
easat-9367	29	25	integration	integration	NOUN
easat-9367	29	26	,	,	PUNCT
easat-9367	29	27	contagion	contagion	NOUN
easat-9367	29	28	,	,	PUNCT
easat-9367	29	29	and	and	CCONJ
easat-9367	29	30	informational	informational	ADJ
easat-9367	29	31	inefficiencies	inefficiency	NOUN
easat-9367	29	32	can	can	AUX
easat-9367	29	33	be	be	AUX
easat-9367	29	34	understood	understand	VERB
easat-9367	29	35	and	and	CCONJ
easat-9367	29	36	managed	manage	VERB
easat-9367	29	37	.	.	PUNCT
easat-9367	30	1	while	while	SCONJ
easat-9367	30	2	multifractal	multifractal	ADJ
easat-9367	30	3	methods	method	NOUN
easat-9367	30	4	have	have	AUX
easat-9367	30	5	gained	gain	VERB
easat-9367	30	6	increasing	increase	VERB
easat-9367	30	7	attention	attention	NOUN
easat-9367	30	8	in	in	ADP
easat-9367	30	9	studies	study	NOUN
easat-9367	30	10	of	of	ADP
easat-9367	30	11	advanced	advanced	ADJ
easat-9367	30	12	and	and	CCONJ
easat-9367	30	13	some	some	DET
easat-9367	30	14	emerging	emerge	VERB
easat-9367	30	15	markets	market	NOUN
easat-9367	30	16	,	,	PUNCT
easat-9367	30	17	they	they	PRON
easat-9367	30	18	remain	remain	VERB
easat-9367	30	19	largely	largely	ADV
easat-9367	30	20	absent	absent	ADJ
easat-9367	30	21	from	from	ADP
easat-9367	30	22	research	research	NOUN
easat-9367	30	23	on	on	ADP
easat-9367	30	24	african	african	ADJ
easat-9367	30	25	stock	stock	NOUN
easat-9367	30	26	markets	market	NOUN
easat-9367	30	27	.	.	PUNCT
easat-9367	31	1	most	most	ADV
easat-9367	31	2	empirical	empirical	ADJ
easat-9367	31	3	studies	study	NOUN
easat-9367	31	4	on	on	ADP
easat-9367	31	5	african	african	ADJ
easat-9367	31	6	exchanges	exchange	NOUN
easat-9367	31	7	rely	rely	VERB
easat-9367	31	8	on	on	ADP
easat-9367	31	9	linear	linear	ADJ
easat-9367	31	10	or	or	CCONJ
easat-9367	31	11	semi	semi	ADJ
easat-9367	31	12	-	-	ADJ
easat-9367	31	13	linear	linear	ADJ
easat-9367	31	14	models	model	NOUN
easat-9367	31	15	,	,	PUNCT
easat-9367	31	16	such	such	ADJ
easat-9367	31	17	as	as	ADP
easat-9367	31	18	arima	arima	NOUN
easat-9367	31	19	,	,	PUNCT
easat-9367	31	20	garch	garch	NOUN
easat-9367	31	21	,	,	PUNCT
easat-9367	31	22	or	or	CCONJ
easat-9367	31	23	cointegration	cointegration	NOUN
easat-9367	31	24	tests	test	NOUN
easat-9367	31	25	;	;	PUNCT
easat-9367	31	26	which	which	PRON
easat-9367	31	27	are	be	AUX
easat-9367	31	28	ill	ill	ADV
easat-9367	31	29	-	-	PUNCT
easat-9367	31	30	suited	suited	ADJ
easat-9367	31	31	for	for	ADP
easat-9367	31	32	capturing	capture	VERB
easat-9367	31	33	the	the	DET
easat-9367	31	34	intricate	intricate	ADJ
easat-9367	31	35	,	,	PUNCT
easat-9367	31	36	long	long	ADJ
easat-9367	31	37	-	-	PUNCT
easat-9367	31	38	range	range	NOUN
easat-9367	31	39	,	,	PUNCT
easat-9367	31	40	and	and	CCONJ
easat-9367	31	41	non	non	ADJ
easat-9367	31	42	-	-	ADJ
easat-9367	31	43	stationary	stationary	ADJ
easat-9367	31	44	dependencies	dependency	NOUN
easat-9367	31	45	typical	typical	ADJ
easat-9367	31	46	of	of	ADP
easat-9367	31	47	these	these	DET
easat-9367	31	48	markets	market	NOUN
easat-9367	31	49	.	.	PUNCT
easat-9367	32	1	this	this	PRON
easat-9367	32	2	has	have	AUX
easat-9367	32	3	also	also	ADV
easat-9367	32	4	limited	limit	VERB
easat-9367	32	5	our	our	PRON
easat-9367	32	6	understanding	understanding	NOUN
easat-9367	32	7	of	of	ADP
easat-9367	32	8	the	the	DET
easat-9367	32	9	informational	informational	ADJ
easat-9367	32	10	efficiency	efficiency	NOUN
easat-9367	32	11	of	of	ADP
easat-9367	32	12	african	african	ADJ
easat-9367	32	13	stock	stock	NOUN
easat-9367	32	14	markets	market	NOUN
easat-9367	32	15	,	,	PUNCT
easat-9367	32	16	where	where	SCONJ
easat-9367	32	17	market	market	NOUN
easat-9367	32	18	frictions	friction	NOUN
easat-9367	32	19	,	,	PUNCT
easat-9367	32	20	low	low	ADJ
easat-9367	32	21	liquidity	liquidity	NOUN
easat-9367	32	22	,	,	PUNCT
easat-9367	32	23	and	and	CCONJ
easat-9367	32	24	structural	structural	ADJ
easat-9367	32	25	imbalances	imbalance	NOUN
easat-9367	32	26	may	may	AUX
easat-9367	32	27	prevent	prevent	VERB
easat-9367	32	28	the	the	DET
easat-9367	32	29	rapid	rapid	ADJ
easat-9367	32	30	incorporation	incorporation	NOUN
easat-9367	32	31	of	of	ADP
easat-9367	32	32	new	new	ADJ
easat-9367	32	33	information	information	NOUN
easat-9367	32	34	into	into	ADP
easat-9367	32	35	asset	asset	NOUN
easat-9367	32	36	prices	price	NOUN
easat-9367	32	37	.	.	PUNCT
easat-9367	33	1	this	this	PRON
easat-9367	33	2	is	be	AUX
easat-9367	33	3	a	a	DET
easat-9367	33	4	critical	critical	ADJ
easat-9367	33	5	oversight	oversight	NOUN
easat-9367	33	6	,	,	PUNCT
easat-9367	33	7	as	as	SCONJ
easat-9367	33	8	african	african	ADJ
easat-9367	33	9	markets	market	NOUN
easat-9367	33	10	operate	operate	VERB
easat-9367	33	11	under	under	ADP
easat-9367	33	12	distinct	distinct	ADJ
easat-9367	33	13	economic	economic	ADJ
easat-9367	33	14	and	and	CCONJ
easat-9367	33	15	structural	structural	ADJ
easat-9367	33	16	conditions	condition	NOUN
easat-9367	33	17	:	:	PUNCT
easat-9367	33	18	they	they	PRON
easat-9367	33	19	often	often	ADV
easat-9367	33	20	experience	experience	VERB
easat-9367	33	21	lower	low	ADJ
easat-9367	33	22	liquidity	liquidity	NOUN
easat-9367	33	23	,	,	PUNCT
easat-9367	33	24	are	be	AUX
easat-9367	33	25	heavily	heavily	ADV
easat-9367	33	26	influenced	influence	VERB
easat-9367	33	27	by	by	ADP
easat-9367	33	28	commodity	commodity	NOUN
easat-9367	33	29	prices	price	NOUN
easat-9367	33	30	,	,	PUNCT
easat-9367	33	31	face	face	VERB
easat-9367	33	32	regulatory	regulatory	ADJ
easat-9367	33	33	fragmentation	fragmentation	NOUN
easat-9367	33	34	,	,	PUNCT
easat-9367	33	35	and	and	CCONJ
easat-9367	33	36	are	be	AUX
easat-9367	33	37	more	more	ADV
easat-9367	33	38	vulnerable	vulnerable	ADJ
easat-9367	33	39	to	to	ADP
easat-9367	33	40	global	global	ADJ
easat-9367	33	41	shocks	shock	NOUN
easat-9367	33	42	.	.	PUNCT
easat-9367	34	1	at	at	ADP
easat-9367	34	2	the	the	DET
easat-9367	34	3	same	same	ADJ
easat-9367	34	4	time	time	NOUN
easat-9367	34	5	,	,	PUNCT
easat-9367	34	6	african	african	ADJ
easat-9367	34	7	economies	economy	NOUN
easat-9367	34	8	are	be	AUX
easat-9367	34	9	experiencing	experience	VERB
easat-9367	34	10	rapid	rapid	ADJ
easat-9367	34	11	transformation	transformation	NOUN
easat-9367	34	12	,	,	PUNCT
easat-9367	34	13	increasing	increase	VERB
easat-9367	34	14	financial	financial	ADJ
easat-9367	34	15	openness	openness	NOUN
easat-9367	34	16	,	,	PUNCT
easat-9367	34	17	and	and	CCONJ
easat-9367	34	18	growing	grow	VERB
easat-9367	34	19	foreign	foreign	ADJ
easat-9367	34	20	investment	investment	NOUN
easat-9367	34	21	inflows	inflow	NOUN
easat-9367	34	22	.	.	PUNCT
easat-9367	35	1	as	as	ADP
easat-9367	35	2	a	a	DET
easat-9367	35	3	result	result	NOUN
easat-9367	35	4	,	,	PUNCT
easat-9367	35	5	there	there	PRON
easat-9367	35	6	is	be	VERB
easat-9367	35	7	a	a	DET
easat-9367	35	8	pressing	press	VERB
easat-9367	35	9	need	need	NOUN
easat-9367	35	10	to	to	PART
easat-9367	35	11	revisit	revisit	VERB
easat-9367	35	12	and	and	CCONJ
easat-9367	35	13	reassess	reassess	VERB
easat-9367	35	14	inter	inter	ADJ
easat-9367	35	15	-	-	ADJ
easat-9367	35	16	market	market	ADJ
easat-9367	35	17	relationships	relationship	NOUN
easat-9367	35	18	using	use	VERB
easat-9367	35	19	more	more	ADV
easat-9367	35	20	advanced	advanced	ADJ
easat-9367	35	21	tools	tool	NOUN
easat-9367	35	22	that	that	PRON
easat-9367	35	23	can	can	AUX
easat-9367	35	24	reflect	reflect	VERB
easat-9367	35	25	the	the	DET
easat-9367	35	26	real	real	ADJ
easat-9367	35	27	nature	nature	NOUN
easat-9367	35	28	of	of	ADP
easat-9367	35	29	these	these	DET
easat-9367	35	30	evolving	evolve	VERB
easat-9367	35	31	financial	financial	ADJ
easat-9367	35	32	systems	system	NOUN
easat-9367	35	33	.	.	PUNCT
easat-9367	36	1	2	2	X
easat-9367	36	2	.	.	X
easat-9367	36	3	literature	literature	NOUN
easat-9367	36	4	review	review	PROPN
easat-9367	36	5	multifractal	multifractal	ADV
easat-9367	36	6	detrended	detrende	VERB
easat-9367	36	7	cross	cross	ADJ
easat-9367	36	8	-	-	ADJ
easat-9367	36	9	correlation	correlation	ADJ
easat-9367	36	10	analysis	analysis	NOUN
easat-9367	36	11	(	(	PUNCT
easat-9367	36	12	mf	mf	NOUN
easat-9367	36	13	-	-	PUNCT
easat-9367	36	14	dcca	dcca	NOUN
easat-9367	36	15	)	)	PUNCT
easat-9367	36	16	has	have	AUX
easat-9367	36	17	become	become	VERB
easat-9367	36	18	a	a	DET
easat-9367	36	19	key	key	ADJ
easat-9367	36	20	tool	tool	NOUN
easat-9367	36	21	in	in	ADP
easat-9367	36	22	analyzing	analyze	VERB
easat-9367	36	23	long	long	ADJ
easat-9367	36	24	-	-	PUNCT
easat-9367	36	25	range	range	NOUN
easat-9367	36	26	,	,	PUNCT
easat-9367	36	27	nonlinear	nonlinear	ADJ
easat-9367	36	28	dependencies	dependency	NOUN
easat-9367	36	29	between	between	ADP
easat-9367	36	30	time	time	NOUN
easat-9367	36	31	series	series	NOUN
easat-9367	36	32	.	.	PUNCT
easat-9367	37	1	unlike	unlike	ADP
easat-9367	37	2	traditional	traditional	ADJ
easat-9367	37	3	linear	linear	ADJ
easat-9367	37	4	models	model	NOUN
easat-9367	37	5	,	,	PUNCT
easat-9367	37	6	mf	mf	NOUN
easat-9367	37	7	-	-	PUNCT
easat-9367	37	8	dcca	dcca	ADJ
easat-9367	37	9	detects	detect	NOUN
easat-9367	37	10	complex	complex	ADJ
easat-9367	37	11	,	,	PUNCT
easat-9367	37	12	scale	scale	NOUN
easat-9367	37	13	-	-	PUNCT
easat-9367	37	14	dependent	dependent	ADJ
easat-9367	37	15	relationships	relationship	NOUN
easat-9367	37	16	that	that	PRON
easat-9367	37	17	are	be	AUX
easat-9367	37	18	critical	critical	ADJ
easat-9367	37	19	in	in	ADP
easat-9367	37	20	systems	system	NOUN
easat-9367	37	21	characterized	characterize	VERB
easat-9367	37	22	by	by	ADP
easat-9367	37	23	volatility	volatility	NOUN
easat-9367	37	24	,	,	PUNCT
easat-9367	37	25	irregularity	irregularity	NOUN
easat-9367	37	26	,	,	PUNCT
easat-9367	37	27	and	and	CCONJ
easat-9367	37	28	structural	structural	ADJ
easat-9367	37	29	change	change	NOUN
easat-9367	37	30	.	.	PUNCT
easat-9367	38	1	this	this	DET
easat-9367	38	2	section	section	NOUN
easat-9367	38	3	compares	compare	VERB
easat-9367	38	4	findings	finding	NOUN
easat-9367	38	5	across	across	ADP
easat-9367	38	6	various	various	ADJ
easat-9367	38	7	applications	application	NOUN
easat-9367	38	8	to	to	PART
easat-9367	38	9	contextualize	contextualize	VERB
easat-9367	38	10	this	this	DET
easat-9367	38	11	study	study	NOUN
easat-9367	38	12	’s	’s	PART
easat-9367	38	13	focus	focus	NOUN
easat-9367	38	14	on	on	ADP
easat-9367	38	15	african	african	ADJ
easat-9367	38	16	financial	financial	ADJ
easat-9367	38	17	markets	market	NOUN
easat-9367	38	18	.	.	PUNCT
easat-9367	39	1	mf	mf	NOUN
easat-9367	39	2	-	-	PUNCT
easat-9367	39	3	dcca	dcca	PROPN
easat-9367	39	4	has	have	AUX
easat-9367	39	5	found	find	VERB
easat-9367	39	6	broad	broad	ADJ
easat-9367	39	7	use	use	NOUN
easat-9367	39	8	in	in	ADP
easat-9367	39	9	environmental	environmental	ADJ
easat-9367	39	10	and	and	CCONJ
easat-9367	39	11	geophysical	geophysical	ADJ
easat-9367	39	12	sciences	science	NOUN
easat-9367	39	13	,	,	PUNCT
easat-9367	39	14	where	where	SCONJ
easat-9367	39	15	complex	complex	ADJ
easat-9367	39	16	interdependencies	interdependency	NOUN
easat-9367	39	17	are	be	AUX
easat-9367	39	18	common	common	ADJ
easat-9367	39	19	.	.	PUNCT
easat-9367	40	1	for	for	ADP
easat-9367	40	2	example	example	NOUN
easat-9367	40	3	,	,	PUNCT
easat-9367	40	4	shadkhoo	shadkhoo	NOUN
easat-9367	40	5	and	and	CCONJ
easat-9367	40	6	jafari	jafari	ADJ
easat-9367	41	1	[	[	X
easat-9367	41	2	2	2	NUM
easat-9367	41	3	]	]	PUNCT
easat-9367	41	4	applied	apply	VERB
easat-9367	41	5	it	it	PRON
easat-9367	41	6	to	to	ADP
easat-9367	41	7	earthquake	earthquake	NOUN
easat-9367	41	8	data	datum	NOUN
easat-9367	41	9	and	and	CCONJ
easat-9367	41	10	found	find	VERB
easat-9367	41	11	scale	scale	NOUN
easat-9367	41	12	-	-	PUNCT
easat-9367	41	13	dependent	dependent	ADJ
easat-9367	41	14	multifractal	multifractal	ADJ
easat-9367	41	15	structures	structure	NOUN
easat-9367	41	16	,	,	PUNCT
easat-9367	41	17	showing	show	VERB
easat-9367	41	18	the	the	DET
easat-9367	41	19	method	method	NOUN
easat-9367	41	20	’s	’s	PART
easat-9367	41	21	sensitivity	sensitivity	NOUN
easat-9367	41	22	to	to	ADP
easat-9367	41	23	natural	natural	ADJ
easat-9367	41	24	randomness	randomness	NOUN
easat-9367	41	25	.	.	PUNCT
easat-9367	42	1	similarly	similarly	ADV
easat-9367	42	2	,	,	PUNCT
easat-9367	42	3	wan	wan	PROPN
easat-9367	42	4	,	,	PUNCT
easat-9367	42	5	et	et	PROPN
easat-9367	42	6	al	al	PROPN
easat-9367	42	7	.	.	PUNCT
easat-9367	43	1	[	[	X
easat-9367	43	2	3	3	NUM
easat-9367	43	3	]	]	PUNCT
easat-9367	43	4	examined	examine	VERB
easat-9367	43	5	geochemical	geochemical	ADJ
easat-9367	43	6	element	element	NOUN
easat-9367	43	7	concentrations	concentration	NOUN
easat-9367	43	8	and	and	CCONJ
easat-9367	43	9	observed	observe	VERB
easat-9367	43	10	that	that	SCONJ
easat-9367	43	11	both	both	CCONJ
easat-9367	43	12	individual	individual	ADJ
easat-9367	43	13	and	and	CCONJ
easat-9367	43	14	paired	pair	VERB
easat-9367	43	15	series	series	NOUN
easat-9367	43	16	exhibited	exhibit	VERB
easat-9367	43	17	multifractality	multifractality	NOUN
easat-9367	43	18	—	—	PUNCT
easat-9367	43	19	consistent	consistent	ADJ
easat-9367	43	20	with	with	ADP
easat-9367	43	21	yao	yao	PROPN
easat-9367	43	22	,	,	PUNCT
easat-9367	43	23	et	et	PROPN
easat-9367	43	24	al	al	PROPN
easat-9367	43	25	.	.	PUNCT
easat-9367	44	1	[	[	X
easat-9367	44	2	4	4	X
easat-9367	44	3	]	]	PUNCT
easat-9367	44	4	who	who	PRON
easat-9367	44	5	found	find	VERB
easat-9367	44	6	streamflow	streamflow	NOUN
easat-9367	44	7	and	and	CCONJ
easat-9367	44	8	sediment	sediment	NOUN
easat-9367	44	9	data	datum	NOUN
easat-9367	44	10	to	to	PART
easat-9367	44	11	display	display	VERB
easat-9367	44	12	strong	strong	ADJ
easat-9367	44	13	long	long	ADJ
easat-9367	44	14	-	-	PUNCT
easat-9367	44	15	range	range	NOUN
easat-9367	44	16	correlations	correlation	NOUN
easat-9367	44	17	,	,	PUNCT
easat-9367	44	18	with	with	ADP
easat-9367	44	19	sediment	sediment	NOUN
easat-9367	44	20	showing	show	VERB
easat-9367	44	21	greater	great	ADJ
easat-9367	44	22	multifractality	multifractality	NOUN
easat-9367	44	23	.	.	PUNCT
easat-9367	45	1	these	these	DET
easat-9367	45	2	findings	finding	NOUN
easat-9367	45	3	align	align	VERB
easat-9367	45	4	in	in	ADP
easat-9367	45	5	showing	show	VERB
easat-9367	45	6	the	the	DET
easat-9367	45	7	utility	utility	NOUN
easat-9367	45	8	of	of	ADP
easat-9367	45	9	mf	mf	NOUN
easat-9367	45	10	-	-	PUNCT
easat-9367	45	11	dcca	dcca	NOUN
easat-9367	45	12	for	for	ADP
easat-9367	45	13	uncovering	uncover	VERB
easat-9367	45	14	hidden	hide	VERB
easat-9367	45	15	,	,	PUNCT
easat-9367	45	16	persistent	persistent	ADJ
easat-9367	45	17	relationships	relationship	NOUN
easat-9367	45	18	in	in	ADP
easat-9367	45	19	natural	natural	ADJ
easat-9367	45	20	systems	system	NOUN
easat-9367	45	21	.	.	PUNCT
easat-9367	46	1	however	however	ADV
easat-9367	46	2	,	,	PUNCT
easat-9367	46	3	the	the	DET
easat-9367	46	4	strength	strength	NOUN
easat-9367	46	5	of	of	ADP
easat-9367	46	6	multifractality	multifractality	NOUN
easat-9367	46	7	varied	vary	VERB
easat-9367	46	8	across	across	ADP
easat-9367	46	9	studies	study	NOUN
easat-9367	46	10	and	and	CCONJ
easat-9367	46	11	datasets	dataset	NOUN
easat-9367	46	12	.	.	PUNCT
easat-9367	47	1	for	for	ADP
easat-9367	47	2	instance	instance	NOUN
easat-9367	47	3	,	,	PUNCT
easat-9367	47	4	yao	yao	PROPN
easat-9367	47	5	et	et	PROPN
easat-9367	47	6	al	al	PROPN
easat-9367	47	7	.	.	PUNCT
easat-9367	48	1	[	[	X
easat-9367	48	2	4	4	X
easat-9367	48	3	]	]	PUNCT
easat-9367	48	4	reported	report	VERB
easat-9367	48	5	stronger	strong	ADJ
easat-9367	48	6	multifractality	multifractality	NOUN
easat-9367	48	7	in	in	ADP
easat-9367	48	8	sediment	sediment	NOUN
easat-9367	48	9	,	,	PUNCT
easat-9367	48	10	whereas	whereas	SCONJ
easat-9367	48	11	shadkhoo	shadkhoo	NOUN
easat-9367	48	12	and	and	CCONJ
easat-9367	48	13	jafari	jafari	ADJ
easat-9367	48	14	[	[	X
easat-9367	48	15	2	2	NUM
easat-9367	48	16	]	]	PUNCT
easat-9367	48	17	emphasized	emphasize	VERB
easat-9367	48	18	differing	differ	VERB
easat-9367	48	19	behavior	behavior	NOUN
easat-9367	48	20	across	across	ADP
easat-9367	48	21	small	small	ADJ
easat-9367	48	22	and	and	CCONJ
easat-9367	48	23	large	large	ADJ
easat-9367	48	24	scales	scale	NOUN
easat-9367	48	25	—	—	PUNCT
easat-9367	48	26	highlighting	highlight	VERB
easat-9367	48	27	that	that	SCONJ
easat-9367	48	28	even	even	ADV
easat-9367	48	29	within	within	ADP
easat-9367	48	30	natural	natural	ADJ
easat-9367	48	31	systems	system	NOUN
easat-9367	48	32	,	,	PUNCT
easat-9367	48	33	multifractal	multifractal	ADJ
easat-9367	48	34	properties	property	NOUN
easat-9367	48	35	are	be	AUX
easat-9367	48	36	context	context	NOUN
easat-9367	48	37	-	-	PUNCT
easat-9367	48	38	dependent	dependent	ADJ
easat-9367	48	39	.	.	PUNCT
easat-9367	49	1	in	in	ADP
easat-9367	49	2	atmospheric	atmospheric	ADJ
easat-9367	49	3	sciences	sciences	PROPN
easat-9367	49	4	,	,	PUNCT
easat-9367	49	5	marin	marin	NOUN
easat-9367	49	6	,	,	PUNCT
easat-9367	49	7	et	et	PROPN
easat-9367	49	8	al	al	PROPN
easat-9367	49	9	.	.	PUNCT
easat-9367	50	1	[	[	X
easat-9367	50	2	5	5	NUM
easat-9367	50	3	]	]	PUNCT
easat-9367	50	4	revealed	reveal	VERB
easat-9367	50	5	consistent	consistent	ADJ
easat-9367	50	6	multifractal	multifractal	ADJ
easat-9367	50	7	patterns	pattern	NOUN
easat-9367	50	8	in	in	ADP
easat-9367	50	9	pollutant	pollutant	ADJ
easat-9367	50	10	data	datum	NOUN
easat-9367	50	11	across	across	ADP
easat-9367	50	12	urban	urban	ADJ
easat-9367	50	13	and	and	CCONJ
easat-9367	50	14	regional	regional	ADJ
easat-9367	50	15	sites	site	NOUN
easat-9367	50	16	,	,	PUNCT
easat-9367	50	17	whereas	whereas	SCONJ
easat-9367	50	18	in	in	ADP
easat-9367	50	19	agriculture	agriculture	NOUN
easat-9367	50	20	,	,	PUNCT
easat-9367	50	21	adarsh	adarsh	NOUN
easat-9367	50	22	,	,	PUNCT
easat-9367	50	23	et	et	PROPN
easat-9367	50	24	al	al	PROPN
easat-9367	50	25	.	.	PUNCT
easat-9367	51	1	[	[	X
easat-9367	51	2	6	6	NUM
easat-9367	51	3	]	]	PUNCT
easat-9367	51	4	showed	show	VERB
easat-9367	51	5	agro	agro	ADJ
easat-9367	51	6	-	-	PUNCT
easat-9367	51	7	meteorological	meteorological	ADJ
easat-9367	51	8	variables	variable	NOUN
easat-9367	51	9	like	like	ADP
easat-9367	51	10	wind	wind	NOUN
easat-9367	51	11	speed	speed	NOUN
easat-9367	51	12	and	and	CCONJ
easat-9367	51	13	air	air	NOUN
easat-9367	51	14	pressure	pressure	NOUN
easat-9367	51	15	had	have	VERB
easat-9367	51	16	lower	low	ADJ
easat-9367	51	17	multifractal	multifractal	ADJ
easat-9367	51	18	exponents	exponent	NOUN
easat-9367	51	19	compared	compare	VERB
easat-9367	51	20	to	to	ADP
easat-9367	51	21	evapotranspiration	evapotranspiration	NOUN
easat-9367	51	22	.	.	PUNCT
easat-9367	52	1	this	this	DET
easat-9367	52	2	variability	variability	NOUN
easat-9367	52	3	suggests	suggest	VERB
easat-9367	52	4	mf	mf	NOUN
easat-9367	52	5	-	-	PUNCT
easat-9367	52	6	dcca	dcca	NOUN
easat-9367	52	7	can	can	AUX
easat-9367	52	8	distinguish	distinguish	VERB
easat-9367	52	9	between	between	ADP
easat-9367	52	10	high	high	ADJ
easat-9367	52	11	and	and	CCONJ
easat-9367	52	12	low	low	ADJ
easat-9367	52	13	complexity	complexity	NOUN
easat-9367	52	14	variables	variable	NOUN
easat-9367	52	15	,	,	PUNCT
easat-9367	52	16	making	make	VERB
easat-9367	52	17	it	it	PRON
easat-9367	52	18	useful	useful	ADJ
easat-9367	52	19	in	in	ADP
easat-9367	52	20	588	588	NUM
easat-9367	52	21	edelweiss	edelweiss	PROPN
easat-9367	52	22	applied	apply	VERB
easat-9367	52	23	science	science	NOUN
easat-9367	52	24	and	and	CCONJ
easat-9367	52	25	technology	technology	NOUN
easat-9367	52	26	issn	issn	PROPN
easat-9367	52	27	:	:	PUNCT
easat-9367	52	28	2576	2576	NUM
easat-9367	52	29	-	-	SYM
easat-9367	52	30	8484	8484	NUM
easat-9367	52	31	vol	vol	NOUN
easat-9367	52	32	.	.	PROPN
easat-9367	53	1	9	9	NUM
easat-9367	53	2	,	,	PUNCT
easat-9367	53	3	no	no	INTJ
easat-9367	53	4	.	.	NOUN
easat-9367	53	5	8	8	NUM
easat-9367	53	6	:	:	PUNCT
easat-9367	53	7	586	586	NUM
easat-9367	53	8	-	-	SYM
easat-9367	53	9	606	606	NUM
easat-9367	53	10	,	,	PUNCT
easat-9367	53	11	2025	2025	NUM
easat-9367	53	12	doi	doi	NOUN
easat-9367	53	13	:	:	PUNCT
easat-9367	53	14	10.55214/2576	10.55214/2576	NUM
easat-9367	53	15	-	-	SYM
easat-9367	53	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	53	17	©	©	PROPN
easat-9367	53	18	2025	2025	NUM
easat-9367	53	19	by	by	ADP
easat-9367	53	20	the	the	DET
easat-9367	53	21	authors	author	NOUN
easat-9367	53	22	;	;	PUNCT
easat-9367	53	23	licensee	licensee	PROPN
easat-9367	53	24	learning	learn	VERB
easat-9367	53	25	gate	gate	NOUN
easat-9367	53	26	heterogeneous	heterogeneous	ADJ
easat-9367	53	27	systems	system	NOUN
easat-9367	53	28	.	.	PUNCT
easat-9367	54	1	in	in	ADP
easat-9367	54	2	structural	structural	ADJ
easat-9367	54	3	health	health	NOUN
easat-9367	54	4	monitoring	monitoring	NOUN
easat-9367	54	5	,	,	PUNCT
easat-9367	54	6	ayisha	ayisha	ADJ
easat-9367	54	7	and	and	CCONJ
easat-9367	54	8	adarsh	adarsh	ADJ
easat-9367	54	9	[	[	X
easat-9367	54	10	7	7	NUM
easat-9367	54	11	]	]	PUNCT
easat-9367	54	12	emphasized	emphasize	VERB
easat-9367	54	13	mfdcca	mfdcca	PROPN
easat-9367	54	14	’s	’s	PART
easat-9367	54	15	untapped	untapped	ADJ
easat-9367	54	16	potential	potential	NOUN
easat-9367	54	17	,	,	PUNCT
easat-9367	54	18	particularly	particularly	ADV
easat-9367	54	19	in	in	ADP
easat-9367	54	20	crack	crack	NOUN
easat-9367	54	21	detection	detection	NOUN
easat-9367	54	22	and	and	CCONJ
easat-9367	54	23	pore	pore	ADJ
easat-9367	54	24	structure	structure	NOUN
easat-9367	54	25	analysis	analysis	NOUN
easat-9367	54	26	.	.	PUNCT
easat-9367	55	1	however	however	ADV
easat-9367	55	2	,	,	PUNCT
easat-9367	55	3	their	their	PRON
easat-9367	55	4	review	review	NOUN
easat-9367	55	5	remained	remain	VERB
easat-9367	55	6	mostly	mostly	ADV
easat-9367	55	7	conceptual	conceptual	ADJ
easat-9367	55	8	,	,	PUNCT
easat-9367	55	9	lacking	lack	VERB
easat-9367	55	10	empirical	empirical	ADJ
easat-9367	55	11	validation	validation	NOUN
easat-9367	55	12	,	,	PUNCT
easat-9367	55	13	unlike	unlike	ADP
easat-9367	55	14	other	other	ADJ
easat-9367	55	15	environmental	environmental	ADJ
easat-9367	55	16	studies	study	NOUN
easat-9367	55	17	that	that	PRON
easat-9367	55	18	provided	provide	VERB
easat-9367	55	19	detailed	detailed	ADJ
easat-9367	55	20	statistical	statistical	ADJ
easat-9367	55	21	outputs	output	NOUN
easat-9367	55	22	.	.	PUNCT
easat-9367	56	1	taken	take	VERB
easat-9367	56	2	together	together	ADV
easat-9367	56	3	,	,	PUNCT
easat-9367	56	4	these	these	DET
easat-9367	56	5	applications	application	NOUN
easat-9367	56	6	demonstrate	demonstrate	VERB
easat-9367	56	7	mf	mf	NOUN
easat-9367	56	8	-	-	PUNCT
easat-9367	56	9	dcca	dcca	PROPN
easat-9367	56	10	’s	’s	PART
easat-9367	56	11	effectiveness	effectiveness	NOUN
easat-9367	56	12	in	in	ADP
easat-9367	56	13	diverse	diverse	ADJ
easat-9367	56	14	scientific	scientific	ADJ
easat-9367	56	15	settings	setting	NOUN
easat-9367	56	16	but	but	CCONJ
easat-9367	56	17	also	also	ADV
easat-9367	56	18	underscore	underscore	VERB
easat-9367	56	19	the	the	DET
easat-9367	56	20	importance	importance	NOUN
easat-9367	56	21	of	of	ADP
easat-9367	56	22	data	datum	NOUN
easat-9367	56	23	selection	selection	NOUN
easat-9367	56	24	,	,	PUNCT
easat-9367	56	25	variable	variable	ADJ
easat-9367	56	26	properties	property	NOUN
easat-9367	56	27	,	,	PUNCT
easat-9367	56	28	and	and	CCONJ
easat-9367	56	29	temporal	temporal	ADJ
easat-9367	56	30	scale	scale	NOUN
easat-9367	56	31	when	when	SCONJ
easat-9367	56	32	interpreting	interpret	VERB
easat-9367	56	33	multifractal	multifractal	ADJ
easat-9367	56	34	behavior	behavior	NOUN
easat-9367	56	35	.	.	PUNCT
easat-9367	57	1	in	in	ADP
easat-9367	57	2	financial	financial	ADJ
easat-9367	57	3	markets	market	NOUN
easat-9367	57	4	,	,	PUNCT
easat-9367	57	5	mf	mf	NOUN
easat-9367	57	6	-	-	PUNCT
easat-9367	57	7	dcca	dcca	PROPN
easat-9367	57	8	has	have	AUX
easat-9367	57	9	gained	gain	VERB
easat-9367	57	10	traction	traction	NOUN
easat-9367	57	11	for	for	ADP
easat-9367	57	12	analyzing	analyze	VERB
easat-9367	57	13	asset	asset	NOUN
easat-9367	57	14	interdependencies	interdependency	NOUN
easat-9367	57	15	,	,	PUNCT
easat-9367	57	16	especially	especially	ADV
easat-9367	57	17	during	during	ADP
easat-9367	57	18	periods	period	NOUN
easat-9367	57	19	of	of	ADP
easat-9367	57	20	market	market	NOUN
easat-9367	57	21	stress	stress	NOUN
easat-9367	57	22	.	.	PUNCT
easat-9367	58	1	ling	ling	PROPN
easat-9367	58	2	-	-	PUNCT
easat-9367	58	3	yun	yun	PROPN
easat-9367	58	4	and	and	CCONJ
easat-9367	58	5	shu	shu	PROPN
easat-9367	58	6	-	-	PUNCT
easat-9367	58	7	peng	peng	PROPN
easat-9367	59	1	[	[	X
easat-9367	59	2	8	8	NUM
easat-9367	59	3	]	]	PUNCT
easat-9367	59	4	found	find	VERB
easat-9367	59	5	strong	strong	ADJ
easat-9367	59	6	multifractal	multifractal	ADJ
easat-9367	59	7	crosscorrelations	crosscorrelation	NOUN
easat-9367	59	8	between	between	ADP
easat-9367	59	9	us	we	PRON
easat-9367	59	10	and	and	CCONJ
easat-9367	59	11	chinese	chinese	ADJ
easat-9367	59	12	agricultural	agricultural	ADJ
easat-9367	59	13	futures	future	NOUN
easat-9367	59	14	,	,	PUNCT
easat-9367	59	15	despite	despite	SCONJ
easat-9367	59	16	their	their	PRON
easat-9367	59	17	geographic	geographic	ADJ
easat-9367	59	18	separation	separation	NOUN
easat-9367	59	19	—	—	PUNCT
easat-9367	59	20	echoing	echo	VERB
easat-9367	59	21	the	the	DET
easat-9367	59	22	findings	finding	NOUN
easat-9367	59	23	of	of	ADP
easat-9367	59	24	ferreira	ferreira	PROPN
easat-9367	59	25	,	,	PUNCT
easat-9367	59	26	et	et	PROPN
easat-9367	59	27	al	al	PROPN
easat-9367	59	28	.	.	PUNCT
easat-9367	60	1	[	[	X
easat-9367	60	2	9	9	NUM
easat-9367	60	3	]	]	PUNCT
easat-9367	60	4	who	who	PRON
easat-9367	60	5	noted	note	VERB
easat-9367	60	6	region	region	NOUN
easat-9367	60	7	-	-	PUNCT
easat-9367	60	8	specific	specific	ADJ
easat-9367	60	9	correlation	correlation	NOUN
easat-9367	60	10	patterns	pattern	NOUN
easat-9367	60	11	between	between	ADP
easat-9367	60	12	exchange	exchange	NOUN
easat-9367	60	13	rates	rate	NOUN
easat-9367	60	14	and	and	CCONJ
easat-9367	60	15	stock	stock	NOUN
easat-9367	60	16	markets	market	NOUN
easat-9367	60	17	,	,	PUNCT
easat-9367	60	18	with	with	ADP
easat-9367	60	19	india	india	PROPN
easat-9367	60	20	showing	show	VERB
easat-9367	60	21	more	more	ADJ
easat-9367	60	22	sensitivity	sensitivity	NOUN
easat-9367	60	23	than	than	ADP
easat-9367	60	24	europe	europe	PROPN
easat-9367	60	25	.	.	PUNCT
easat-9367	61	1	these	these	DET
easat-9367	61	2	results	result	NOUN
easat-9367	61	3	highlight	highlight	VERB
easat-9367	61	4	how	how	SCONJ
easat-9367	61	5	global	global	ADJ
easat-9367	61	6	integration	integration	NOUN
easat-9367	61	7	influences	influence	VERB
easat-9367	61	8	multifractality	multifractality	NOUN
easat-9367	61	9	,	,	PUNCT
easat-9367	61	10	though	though	SCONJ
easat-9367	61	11	the	the	DET
easat-9367	61	12	magnitude	magnitude	NOUN
easat-9367	61	13	of	of	ADP
easat-9367	61	14	dependence	dependence	NOUN
easat-9367	61	15	appears	appear	VERB
easat-9367	61	16	to	to	PART
easat-9367	61	17	be	be	AUX
easat-9367	61	18	market	market	NOUN
easat-9367	61	19	specific	specific	ADJ
easat-9367	61	20	.	.	PUNCT
easat-9367	62	1	burugupalli	burugupalli	PROPN
easat-9367	63	1	[	[	X
easat-9367	63	2	10	10	NUM
easat-9367	63	3	]	]	PUNCT
easat-9367	63	4	examined	examine	VERB
easat-9367	63	5	gold	gold	NOUN
easat-9367	63	6	and	and	CCONJ
easat-9367	63	7	oil	oil	NOUN
easat-9367	63	8	markets	market	NOUN
easat-9367	63	9	and	and	CCONJ
easat-9367	63	10	found	find	VERB
easat-9367	63	11	strong	strong	ADJ
easat-9367	63	12	multifractality	multifractality	NOUN
easat-9367	63	13	in	in	ADP
easat-9367	63	14	the	the	DET
easat-9367	63	15	short	short	ADJ
easat-9367	63	16	term	term	NOUN
easat-9367	63	17	,	,	PUNCT
easat-9367	63	18	which	which	PRON
easat-9367	63	19	weakened	weaken	VERB
easat-9367	63	20	over	over	ADP
easat-9367	63	21	longer	long	ADJ
easat-9367	63	22	horizons	horizon	NOUN
easat-9367	63	23	,	,	PUNCT
easat-9367	63	24	suggesting	suggest	VERB
easat-9367	63	25	that	that	SCONJ
easat-9367	63	26	correlation	correlation	NOUN
easat-9367	63	27	regimes	regime	NOUN
easat-9367	63	28	shift	shift	VERB
easat-9367	63	29	with	with	ADP
easat-9367	63	30	time	time	NOUN
easat-9367	63	31	scale	scale	NOUN
easat-9367	63	32	.	.	PUNCT
easat-9367	64	1	this	this	DET
easat-9367	64	2	behavior	behavior	NOUN
easat-9367	64	3	contrasts	contrast	VERB
easat-9367	64	4	with	with	ADP
easat-9367	64	5	wang	wang	PROPN
easat-9367	64	6	,	,	PUNCT
easat-9367	64	7	et	et	PROPN
easat-9367	64	8	al	al	PROPN
easat-9367	64	9	.	.	PUNCT
easat-9367	65	1	[	[	X
easat-9367	65	2	11	11	NUM
easat-9367	65	3	]	]	PUNCT
easat-9367	65	4	who	who	PRON
easat-9367	65	5	found	find	VERB
easat-9367	65	6	long	long	ADJ
easat-9367	65	7	-	-	PUNCT
easat-9367	65	8	memory	memory	NOUN
easat-9367	65	9	correlations	correlation	NOUN
easat-9367	65	10	in	in	ADP
easat-9367	65	11	both	both	DET
easat-9367	65	12	price	price	NOUN
easat-9367	65	13	and	and	CCONJ
easat-9367	65	14	load	load	NOUN
easat-9367	65	15	data	datum	NOUN
easat-9367	65	16	from	from	ADP
easat-9367	65	17	electricity	electricity	NOUN
easat-9367	65	18	markets	market	NOUN
easat-9367	65	19	,	,	PUNCT
easat-9367	65	20	where	where	SCONJ
easat-9367	65	21	the	the	DET
easat-9367	65	22	structure	structure	NOUN
easat-9367	65	23	appeared	appear	VERB
easat-9367	65	24	more	more	ADV
easat-9367	65	25	stable	stable	ADJ
easat-9367	65	26	.	.	PUNCT
easat-9367	66	1	these	these	DET
easat-9367	66	2	findings	finding	NOUN
easat-9367	66	3	indicate	indicate	VERB
easat-9367	66	4	that	that	SCONJ
easat-9367	66	5	asset	asset	NOUN
easat-9367	66	6	class	class	NOUN
easat-9367	66	7	characteristics	characteristic	NOUN
easat-9367	66	8	(	(	PUNCT
easat-9367	66	9	e.g.	e.g.	ADV
easat-9367	66	10	,	,	PUNCT
easat-9367	66	11	energy	energy	NOUN
easat-9367	66	12	vs.	vs.	ADP
easat-9367	66	13	commodities	commodity	NOUN
easat-9367	66	14	)	)	PUNCT
easat-9367	66	15	can	can	AUX
easat-9367	66	16	shape	shape	VERB
easat-9367	66	17	the	the	DET
easat-9367	66	18	persistence	persistence	NOUN
easat-9367	66	19	of	of	ADP
easat-9367	66	20	crosscorrelations	crosscorrelation	NOUN
easat-9367	66	21	.	.	PUNCT
easat-9367	67	1	qiu	qiu	PROPN
easat-9367	67	2	and	and	CCONJ
easat-9367	67	3	ye	ye	PRON
easat-9367	68	1	[	[	X
easat-9367	68	2	12	12	NUM
easat-9367	68	3	]	]	PUNCT
easat-9367	68	4	further	far	ADV
easat-9367	68	5	refined	refine	VERB
easat-9367	68	6	this	this	DET
easat-9367	68	7	time	time	NOUN
easat-9367	68	8	-	-	PUNCT
easat-9367	68	9	dependence	dependence	NOUN
easat-9367	68	10	,	,	PUNCT
easat-9367	68	11	showing	show	VERB
easat-9367	68	12	that	that	DET
easat-9367	68	13	multifractality	multifractality	NOUN
easat-9367	68	14	between	between	ADP
easat-9367	68	15	the	the	DET
easat-9367	68	16	s&p	s&p	PROPN
easat-9367	68	17	500	500	NUM
easat-9367	68	18	and	and	CCONJ
easat-9367	68	19	the	the	DET
easat-9367	68	20	shanghai	shanghai	PROPN
easat-9367	68	21	composite	composite	PROPN
easat-9367	68	22	intensified	intensify	VERB
easat-9367	68	23	during	during	ADP
easat-9367	68	24	the	the	DET
easat-9367	68	25	2008	2008	NUM
easat-9367	68	26	financial	financial	ADJ
easat-9367	68	27	crisis	crisis	NOUN
easat-9367	68	28	.	.	PUNCT
easat-9367	69	1	this	this	PRON
easat-9367	69	2	is	be	AUX
easat-9367	69	3	consistent	consistent	ADJ
easat-9367	69	4	with	with	ADP
easat-9367	69	5	zou	zou	PROPN
easat-9367	69	6	and	and	CCONJ
easat-9367	69	7	zhang	zhang	PROPN
easat-9367	70	1	[	[	X
easat-9367	70	2	13	13	NUM
easat-9367	70	3	]	]	PUNCT
easat-9367	70	4	who	who	PRON
easat-9367	70	5	noted	note	VERB
easat-9367	70	6	increased	increase	VERB
easat-9367	70	7	volatility	volatility	NOUN
easat-9367	70	8	and	and	CCONJ
easat-9367	70	9	negative	negative	ADJ
easat-9367	70	10	correlations	correlation	NOUN
easat-9367	70	11	between	between	ADP
easat-9367	70	12	carbon	carbon	NOUN
easat-9367	70	13	and	and	CCONJ
easat-9367	70	14	electricity	electricity	NOUN
easat-9367	70	15	markets	market	NOUN
easat-9367	70	16	,	,	PUNCT
easat-9367	70	17	particularly	particularly	ADV
easat-9367	70	18	during	during	ADP
easat-9367	70	19	stress	stress	ADJ
easat-9367	70	20	events	event	NOUN
easat-9367	70	21	.	.	PUNCT
easat-9367	71	1	these	these	DET
easat-9367	71	2	studies	study	NOUN
easat-9367	71	3	underscore	underscore	VERB
easat-9367	71	4	mf	mf	NOUN
easat-9367	71	5	-	-	PUNCT
easat-9367	71	6	dcca	dcca	NOUN
easat-9367	71	7	’s	’s	PART
easat-9367	71	8	strength	strength	NOUN
easat-9367	71	9	in	in	ADP
easat-9367	71	10	capturing	capture	VERB
easat-9367	71	11	crisis	crisis	NOUN
easat-9367	71	12	-	-	PUNCT
easat-9367	71	13	driven	drive	VERB
easat-9367	71	14	changes	change	NOUN
easat-9367	71	15	in	in	ADP
easat-9367	71	16	inter	inter	ADJ
easat-9367	71	17	-	-	ADJ
easat-9367	71	18	market	market	ADJ
easat-9367	71	19	relationships	relationship	NOUN
easat-9367	71	20	.	.	PUNCT
easat-9367	72	1	building	build	VERB
easat-9367	72	2	on	on	ADP
easat-9367	72	3	this	this	PRON
easat-9367	72	4	,	,	PUNCT
easat-9367	72	5	chen	chen	PROPN
easat-9367	72	6	,	,	PUNCT
easat-9367	72	7	et	et	PROPN
easat-9367	72	8	al	al	PROPN
easat-9367	72	9	.	.	PUNCT
easat-9367	73	1	[	[	X
easat-9367	73	2	14	14	NUM
easat-9367	73	3	]	]	PUNCT
easat-9367	73	4	compared	compare	VERB
easat-9367	73	5	the	the	DET
easat-9367	73	6	multifractal	multifractal	ADJ
easat-9367	73	7	features	feature	NOUN
easat-9367	73	8	,	,	PUNCT
easat-9367	73	9	correlation	correlation	NOUN
easat-9367	73	10	,	,	PUNCT
easat-9367	73	11	complexity	complexity	NOUN
easat-9367	73	12	,	,	PUNCT
easat-9367	73	13	and	and	CCONJ
easat-9367	73	14	uncertainty	uncertainty	NOUN
easat-9367	73	15	of	of	ADP
easat-9367	73	16	the	the	DET
easat-9367	73	17	csi	csi	ADJ
easat-9367	73	18	300	300	NUM
easat-9367	73	19	(	(	PUNCT
easat-9367	73	20	shanghai	shanghai	PROPN
easat-9367	73	21	and	and	CCONJ
easat-9367	73	22	shenzhen	shenzhen	PROPN
easat-9367	73	23	)	)	PUNCT
easat-9367	73	24	and	and	CCONJ
easat-9367	73	25	the	the	DET
easat-9367	73	26	s&p	s&p	PROPN
easat-9367	73	27	500	500	NUM
easat-9367	73	28	using	use	VERB
easat-9367	73	29	the	the	DET
easat-9367	73	30	mf	mf	NOUN
easat-9367	73	31	-	-	PUNCT
easat-9367	73	32	dcca	dcca	ADJ
easat-9367	73	33	model	model	NOUN
easat-9367	73	34	.	.	PUNCT
easat-9367	74	1	they	they	PRON
easat-9367	74	2	found	find	VERB
easat-9367	74	3	both	both	DET
easat-9367	74	4	indices	index	NOUN
easat-9367	74	5	to	to	PART
easat-9367	74	6	exhibit	exhibit	VERB
easat-9367	74	7	multifractal	multifractal	ADJ
easat-9367	74	8	characteristics	characteristic	NOUN
easat-9367	74	9	but	but	CCONJ
easat-9367	74	10	with	with	ADP
easat-9367	74	11	different	different	ADJ
easat-9367	74	12	degrees	degree	NOUN
easat-9367	74	13	of	of	ADP
easat-9367	74	14	long	long	ADJ
easat-9367	74	15	-	-	PUNCT
easat-9367	74	16	term	term	NOUN
easat-9367	74	17	memory	memory	NOUN
easat-9367	74	18	,	,	PUNCT
easat-9367	74	19	complexity	complexity	NOUN
easat-9367	74	20	,	,	PUNCT
easat-9367	74	21	and	and	CCONJ
easat-9367	74	22	irregularity	irregularity	NOUN
easat-9367	74	23	—	—	PUNCT
easat-9367	74	24	demonstrating	demonstrate	VERB
easat-9367	74	25	how	how	SCONJ
easat-9367	74	26	market	market	NOUN
easat-9367	74	27	maturity	maturity	NOUN
easat-9367	74	28	and	and	CCONJ
easat-9367	74	29	structure	structure	NOUN
easat-9367	74	30	influence	influence	NOUN
easat-9367	74	31	multifractal	multifractal	ADJ
easat-9367	74	32	behavior	behavior	NOUN
easat-9367	74	33	.	.	PUNCT
easat-9367	75	1	comparatively	comparatively	ADV
easat-9367	75	2	,	,	PUNCT
easat-9367	75	3	wang	wang	PROPN
easat-9367	75	4	,	,	PUNCT
easat-9367	75	5	et	et	PROPN
easat-9367	75	6	al	al	PROPN
easat-9367	75	7	.	.	PUNCT
easat-9367	76	1	[	[	X
easat-9367	76	2	15	15	NUM
easat-9367	76	3	]	]	PUNCT
easat-9367	76	4	and	and	CCONJ
easat-9367	76	5	junjun	junjun	PROPN
easat-9367	76	6	,	,	PUNCT
easat-9367	76	7	et	et	PROPN
easat-9367	76	8	al	al	PROPN
easat-9367	76	9	.	.	PUNCT
easat-9367	77	1	[	[	X
easat-9367	77	2	16	16	NUM
easat-9367	77	3	]	]	PUNCT
easat-9367	77	4	applied	apply	VERB
easat-9367	77	5	mf	mf	NOUN
easat-9367	77	6	-	-	PUNCT
easat-9367	77	7	dcca	dcca	NOUN
easat-9367	77	8	to	to	ADP
easat-9367	77	9	digital	digital	ADJ
easat-9367	77	10	and	and	CCONJ
easat-9367	77	11	alternative	alternative	ADJ
easat-9367	77	12	financial	financial	ADJ
easat-9367	77	13	systems	system	NOUN
easat-9367	77	14	—	—	PUNCT
easat-9367	77	15	china	china	PROPN
easat-9367	77	16	’s	’s	PART
easat-9367	77	17	p2p	p2p	NOUN
easat-9367	77	18	lending	lending	NOUN
easat-9367	77	19	and	and	CCONJ
easat-9367	77	20	bitcoin	bitcoin	NOUN
easat-9367	77	21	,	,	PUNCT
easat-9367	77	22	respectively	respectively	ADV
easat-9367	77	23	.	.	PUNCT
easat-9367	78	1	both	both	PRON
easat-9367	78	2	found	find	VERB
easat-9367	78	3	strong	strong	ADJ
easat-9367	78	4	multifractal	multifractal	ADJ
easat-9367	78	5	crosscorrelations	crosscorrelation	NOUN
easat-9367	78	6	with	with	ADP
easat-9367	78	7	traditional	traditional	ADJ
easat-9367	78	8	financial	financial	ADJ
easat-9367	78	9	indicators	indicator	NOUN
easat-9367	78	10	,	,	PUNCT
easat-9367	78	11	though	though	SCONJ
easat-9367	78	12	junjun	junjun	PROPN
easat-9367	78	13	,	,	PUNCT
easat-9367	78	14	et	et	PROPN
easat-9367	78	15	al	al	PROPN
easat-9367	78	16	.	.	PUNCT
easat-9367	79	1	[	[	X
easat-9367	79	2	16	16	NUM
easat-9367	79	3	]	]	PUNCT
easat-9367	79	4	emphasized	emphasize	VERB
easat-9367	79	5	greater	great	ADJ
easat-9367	79	6	sensitivity	sensitivity	NOUN
easat-9367	79	7	to	to	ADP
easat-9367	79	8	external	external	ADJ
easat-9367	79	9	uncertainty	uncertainty	NOUN
easat-9367	79	10	(	(	PUNCT
easat-9367	79	11	usepu	usepu	NOUN
easat-9367	79	12	index	index	PROPN
easat-9367	79	13	)	)	PUNCT
easat-9367	79	14	,	,	PUNCT
easat-9367	79	15	while	while	SCONJ
easat-9367	79	16	wang	wang	PROPN
easat-9367	79	17	,	,	PUNCT
easat-9367	79	18	et	et	PROPN
easat-9367	79	19	al	al	PROPN
easat-9367	79	20	.	.	PUNCT
easat-9367	80	1	[	[	X
easat-9367	80	2	15	15	NUM
easat-9367	80	3	]	]	X
easat-9367	80	4	focused	focus	VERB
easat-9367	80	5	on	on	ADP
easat-9367	80	6	the	the	DET
easat-9367	80	7	potential	potential	ADJ
easat-9367	80	8	stabilizing	stabilize	VERB
easat-9367	80	9	role	role	NOUN
easat-9367	80	10	of	of	ADP
easat-9367	80	11	regulation	regulation	NOUN
easat-9367	80	12	.	.	PUNCT
easat-9367	81	1	these	these	DET
easat-9367	81	2	results	result	NOUN
easat-9367	81	3	reveal	reveal	VERB
easat-9367	81	4	the	the	DET
easat-9367	81	5	importance	importance	NOUN
easat-9367	81	6	of	of	ADP
easat-9367	81	7	institutional	institutional	ADJ
easat-9367	81	8	context	context	NOUN
easat-9367	81	9	in	in	ADP
easat-9367	81	10	interpreting	interpret	VERB
easat-9367	81	11	multifractal	multifractal	ADJ
easat-9367	81	12	behavior	behavior	NOUN
easat-9367	81	13	.	.	PUNCT
easat-9367	82	1	recently	recently	ADV
easat-9367	82	2	,	,	PUNCT
easat-9367	82	3	examined	examine	VERB
easat-9367	82	4	the	the	DET
easat-9367	82	5	multifractal	multifractal	ADJ
easat-9367	82	6	properties	property	NOUN
easat-9367	82	7	and	and	CCONJ
easat-9367	82	8	interconnections	interconnection	NOUN
easat-9367	82	9	of	of	ADP
easat-9367	82	10	six	six	NUM
easat-9367	82	11	islamic	islamic	ADJ
easat-9367	82	12	stock	stock	NOUN
easat-9367	82	13	markets	market	NOUN
easat-9367	82	14	in	in	ADP
easat-9367	82	15	the	the	DET
easat-9367	82	16	pacific	pacific	PROPN
easat-9367	82	17	asia	asia	PROPN
easat-9367	82	18	region	region	PROPN
easat-9367	82	19	from	from	ADP
easat-9367	82	20	2011	2011	NUM
easat-9367	82	21	to	to	ADP
easat-9367	82	22	2024	2024	NUM
easat-9367	82	23	,	,	PUNCT
easat-9367	82	24	using	use	VERB
easat-9367	82	25	the	the	DET
easat-9367	82	26	mf	mf	NOUN
easat-9367	82	27	-	-	PUNCT
easat-9367	82	28	dcca	dcca	ADJ
easat-9367	82	29	model	model	NOUN
easat-9367	82	30	.	.	PUNCT
easat-9367	83	1	key	key	ADJ
easat-9367	83	2	metrics	metric	NOUN
easat-9367	83	3	like	like	ADP
easat-9367	83	4	the	the	DET
easat-9367	83	5	generalized	generalize	VERB
easat-9367	83	6	hurst	hurst	PROPN
easat-9367	83	7	exponent	exponent	PROPN
easat-9367	83	8	,	,	PUNCT
easat-9367	83	9	rényi	rényi	NOUN
easat-9367	83	10	exponent	exponent	NOUN
easat-9367	83	11	,	,	PUNCT
easat-9367	83	12	and	and	CCONJ
easat-9367	83	13	hölder	hölder	NOUN
easat-9367	83	14	singularity	singularity	NOUN
easat-9367	83	15	spectrum	spectrum	NOUN
easat-9367	83	16	confirmed	confirm	VERB
easat-9367	83	17	the	the	DET
easat-9367	83	18	presence	presence	NOUN
easat-9367	83	19	of	of	ADP
easat-9367	83	20	long	long	ADJ
easat-9367	83	21	-	-	PUNCT
easat-9367	83	22	range	range	NOUN
easat-9367	83	23	dependence	dependence	NOUN
easat-9367	83	24	and	and	CCONJ
easat-9367	83	25	multifractality	multifractality	NOUN
easat-9367	83	26	.	.	PUNCT
easat-9367	84	1	surrogate	surrogate	VERB
easat-9367	84	2	and	and	CCONJ
easat-9367	84	3	shuffled	shuffle	VERB
easat-9367	84	4	data	data	NOUN
easat-9367	84	5	tests	test	NOUN
easat-9367	84	6	indicated	indicate	VERB
easat-9367	84	7	that	that	SCONJ
easat-9367	84	8	this	this	DET
easat-9367	84	9	multifractality	multifractality	NOUN
easat-9367	84	10	is	be	AUX
easat-9367	84	11	driven	drive	VERB
easat-9367	84	12	by	by	ADP
easat-9367	84	13	both	both	CCONJ
easat-9367	84	14	heavy	heavy	ADJ
easat-9367	84	15	-	-	PUNCT
easat-9367	84	16	tailed	tail	VERB
easat-9367	84	17	return	return	NOUN
easat-9367	84	18	distributions	distribution	NOUN
easat-9367	84	19	and	and	CCONJ
easat-9367	84	20	long	long	ADJ
easat-9367	84	21	-	-	PUNCT
easat-9367	84	22	term	term	NOUN
easat-9367	84	23	cross	cross	ADJ
easat-9367	84	24	-	-	ADJ
easat-9367	84	25	market	market	ADJ
easat-9367	84	26	correlations	correlation	NOUN
easat-9367	84	27	.	.	PUNCT
easat-9367	85	1	in	in	ADP
easat-9367	85	2	commodity	commodity	NOUN
easat-9367	85	3	and	and	CCONJ
easat-9367	85	4	innovation	innovation	NOUN
easat-9367	85	5	-	-	PUNCT
easat-9367	85	6	linked	link	VERB
easat-9367	85	7	studies	study	NOUN
easat-9367	85	8	,	,	PUNCT
easat-9367	85	9	jia	jia	PROPN
easat-9367	85	10	,	,	PUNCT
easat-9367	85	11	et	et	PROPN
easat-9367	85	12	al	al	PROPN
easat-9367	85	13	.	.	PUNCT
easat-9367	86	1	[	[	X
easat-9367	86	2	17	17	NUM
easat-9367	86	3	]	]	PUNCT
easat-9367	86	4	confirmed	confirm	VERB
easat-9367	86	5	persistent	persistent	ADJ
easat-9367	86	6	cross	cross	NOUN
easat-9367	86	7	-	-	NOUN
easat-9367	86	8	correlations	correlation	NOUN
easat-9367	86	9	between	between	ADP
easat-9367	86	10	soybean	soybean	NOUN
easat-9367	86	11	spot	spot	NOUN
easat-9367	86	12	and	and	CCONJ
easat-9367	86	13	futures	future	NOUN
easat-9367	86	14	prices	price	NOUN
easat-9367	86	15	,	,	PUNCT
easat-9367	86	16	while	while	SCONJ
easat-9367	86	17	jinchuan	jinchuan	PROPN
easat-9367	86	18	,	,	PUNCT
easat-9367	86	19	et	et	PROPN
easat-9367	86	20	al	al	PROPN
easat-9367	86	21	.	.	PUNCT
easat-9367	87	1	[	[	X
easat-9367	87	2	18	18	NUM
easat-9367	87	3	]	]	SYM
easat-9367	87	4	observed	observed	ADJ
easat-9367	87	5	time	time	NOUN
easat-9367	87	6	-	-	PUNCT
easat-9367	87	7	varying	vary	VERB
easat-9367	87	8	multifractality	multifractality	NOUN
easat-9367	87	9	in	in	ADP
easat-9367	87	10	the	the	DET
easat-9367	87	11	relationship	relationship	NOUN
easat-9367	87	12	between	between	ADP
easat-9367	87	13	technological	technological	ADJ
easat-9367	87	14	innovation	innovation	NOUN
easat-9367	87	15	and	and	CCONJ
easat-9367	87	16	macroeconomic	macroeconomic	ADJ
easat-9367	87	17	performance	performance	NOUN
easat-9367	87	18	.	.	PUNCT
easat-9367	88	1	the	the	DET
easat-9367	88	2	latter	latter	ADJ
easat-9367	88	3	study	study	NOUN
easat-9367	88	4	adds	add	VERB
easat-9367	88	5	a	a	DET
easat-9367	88	6	dynamic	dynamic	ADJ
easat-9367	88	7	dimension	dimension	NOUN
easat-9367	88	8	often	often	ADV
easat-9367	88	9	missing	miss	VERB
easat-9367	88	10	from	from	ADP
easat-9367	88	11	earlier	early	ADJ
easat-9367	88	12	analyses	analysis	NOUN
easat-9367	88	13	,	,	PUNCT
easat-9367	88	14	suggesting	suggest	VERB
easat-9367	88	15	the	the	DET
easat-9367	88	16	importance	importance	NOUN
easat-9367	88	17	of	of	ADP
easat-9367	88	18	monitoring	monitor	VERB
easat-9367	88	19	how	how	SCONJ
easat-9367	88	20	interdependencies	interdependency	NOUN
easat-9367	88	21	evolve	evolve	VERB
easat-9367	88	22	.	.	PUNCT
easat-9367	89	1	in	in	ADP
easat-9367	89	2	sustainability	sustainability	NOUN
easat-9367	89	3	finance	finance	NOUN
easat-9367	89	4	,	,	PUNCT
easat-9367	89	5	zeyi	zeyi	NOUN
easat-9367	89	6	,	,	PUNCT
easat-9367	89	7	et	et	PROPN
easat-9367	89	8	al	al	PROPN
easat-9367	89	9	.	.	PUNCT
easat-9367	90	1	[	[	X
easat-9367	90	2	19	19	NUM
easat-9367	90	3	]	]	PUNCT
easat-9367	90	4	revealed	reveal	VERB
easat-9367	90	5	strong	strong	ADJ
easat-9367	90	6	multifractality	multifractality	NOUN
easat-9367	90	7	and	and	CCONJ
easat-9367	90	8	low	low	ADJ
easat-9367	90	9	efficiency	efficiency	NOUN
easat-9367	90	10	in	in	ADP
easat-9367	90	11	china	china	PROPN
easat-9367	90	12	’s	’s	PART
easat-9367	90	13	new	new	ADJ
easat-9367	90	14	energy	energy	NOUN
easat-9367	90	15	index	index	NOUN
easat-9367	90	16	—	—	PUNCT
easat-9367	90	17	consistent	consistent	ADJ
easat-9367	90	18	with	with	ADP
easat-9367	90	19	acikgoz	acikgoz	ADJ
easat-9367	90	20	,	,	PUNCT
easat-9367	90	21	et	et	PROPN
easat-9367	90	22	al	al	PROPN
easat-9367	90	23	.	.	PUNCT
easat-9367	91	1	[	[	X
easat-9367	91	2	20	20	NUM
easat-9367	91	3	]	]	PUNCT
easat-9367	91	4	who	who	PRON
easat-9367	91	5	found	find	VERB
easat-9367	91	6	long	long	ADJ
easat-9367	91	7	-	-	PUNCT
easat-9367	91	8	range	range	NOUN
easat-9367	91	9	power	power	NOUN
easat-9367	91	10	-	-	PUNCT
easat-9367	91	11	law	law	NOUN
easat-9367	91	12	correlations	correlation	NOUN
easat-9367	91	13	between	between	ADP
easat-9367	91	14	green	green	ADJ
easat-9367	91	15	bonds	bond	NOUN
easat-9367	91	16	and	and	CCONJ
easat-9367	91	17	commodity	commodity	NOUN
easat-9367	91	18	prices	price	NOUN
easat-9367	91	19	.	.	PUNCT
easat-9367	92	1	however	however	ADV
easat-9367	92	2	,	,	PUNCT
easat-9367	92	3	both	both	DET
easat-9367	92	4	studies	study	NOUN
easat-9367	92	5	assume	assume	VERB
easat-9367	92	6	relatively	relatively	ADV
easat-9367	92	7	developed	developed	ADJ
easat-9367	92	8	market	market	NOUN
easat-9367	92	9	mechanisms	mechanism	NOUN
easat-9367	92	10	,	,	PUNCT
easat-9367	92	11	which	which	PRON
easat-9367	92	12	may	may	AUX
easat-9367	92	13	not	not	PART
easat-9367	92	14	be	be	AUX
easat-9367	92	15	present	present	ADJ
easat-9367	92	16	in	in	ADP
easat-9367	92	17	frontier	frontier	NOUN
easat-9367	92	18	economies	economy	NOUN
easat-9367	92	19	.	.	PUNCT
easat-9367	93	1	paulo	paulo	PROPN
easat-9367	93	2	roberto	roberto	PROPN
easat-9367	93	3	,	,	PUNCT
easat-9367	93	4	et	et	PROPN
easat-9367	93	5	al	al	PROPN
easat-9367	93	6	.	.	PUNCT
easat-9367	94	1	[	[	X
easat-9367	94	2	21	21	NUM
easat-9367	94	3	]	]	PUNCT
easat-9367	94	4	took	take	VERB
easat-9367	94	5	a	a	DET
easat-9367	94	6	more	more	ADV
easat-9367	94	7	visual	visual	ADJ
easat-9367	94	8	approach	approach	NOUN
easat-9367	94	9	by	by	ADP
easat-9367	94	10	introducing	introduce	VERB
easat-9367	94	11	mf	mf	NOUN
easat-9367	94	12	-	-	PUNCT
easat-9367	94	13	dcca	dcca	NOUN
easat-9367	94	14	heatmaps	heatmap	NOUN
easat-9367	94	15	,	,	PUNCT
easat-9367	94	16	linking	link	VERB
easat-9367	94	17	political	political	ADJ
easat-9367	94	18	cycles	cycle	NOUN
easat-9367	94	19	to	to	ADP
easat-9367	94	20	brazilian	brazilian	ADJ
easat-9367	94	21	economic	economic	ADJ
easat-9367	94	22	indicators	indicator	NOUN
easat-9367	94	23	.	.	PUNCT
easat-9367	95	1	while	while	SCONJ
easat-9367	95	2	innovative	innovative	ADJ
easat-9367	95	3	,	,	PUNCT
easat-9367	95	4	this	this	DET
easat-9367	95	5	approach	approach	NOUN
easat-9367	95	6	needs	need	VERB
easat-9367	95	7	broader	broad	ADJ
easat-9367	95	8	application	application	NOUN
easat-9367	95	9	and	and	CCONJ
easat-9367	95	10	comparison	comparison	NOUN
easat-9367	95	11	to	to	ADP
easat-9367	95	12	standard	standard	ADJ
easat-9367	95	13	metrics	metric	NOUN
easat-9367	95	14	to	to	PART
easat-9367	95	15	assess	assess	VERB
easat-9367	95	16	robustness	robustness	NOUN
easat-9367	95	17	.	.	PUNCT
easat-9367	96	1	589	589	NUM
easat-9367	96	2	edelweiss	edelweiss	PROPN
easat-9367	96	3	applied	apply	VERB
easat-9367	96	4	science	science	NOUN
easat-9367	96	5	and	and	CCONJ
easat-9367	96	6	technology	technology	NOUN
easat-9367	96	7	issn	issn	PROPN
easat-9367	96	8	:	:	PUNCT
easat-9367	96	9	2576	2576	NUM
easat-9367	96	10	-	-	SYM
easat-9367	96	11	8484	8484	NUM
easat-9367	96	12	vol	vol	NOUN
easat-9367	96	13	.	.	PROPN
easat-9367	97	1	9	9	NUM
easat-9367	97	2	,	,	PUNCT
easat-9367	97	3	no	no	INTJ
easat-9367	97	4	.	.	NOUN
easat-9367	97	5	8	8	NUM
easat-9367	97	6	:	:	PUNCT
easat-9367	97	7	586	586	NUM
easat-9367	97	8	-	-	SYM
easat-9367	97	9	606	606	NUM
easat-9367	97	10	,	,	PUNCT
easat-9367	97	11	2025	2025	NUM
easat-9367	97	12	doi	doi	NOUN
easat-9367	97	13	:	:	PUNCT
easat-9367	97	14	10.55214/2576	10.55214/2576	NUM
easat-9367	97	15	-	-	SYM
easat-9367	97	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	97	17	©	©	PROPN
easat-9367	97	18	2025	2025	NUM
easat-9367	97	19	by	by	ADP
easat-9367	97	20	the	the	DET
easat-9367	97	21	authors	author	NOUN
easat-9367	97	22	;	;	PUNCT
easat-9367	97	23	licensee	licensee	PROPN
easat-9367	97	24	learning	learn	VERB
easat-9367	97	25	gate	gate	NOUN
easat-9367	97	26	despite	despite	SCONJ
easat-9367	97	27	the	the	DET
easat-9367	97	28	growing	grow	VERB
easat-9367	97	29	body	body	NOUN
easat-9367	97	30	of	of	ADP
easat-9367	97	31	literature	literature	NOUN
easat-9367	97	32	on	on	ADP
easat-9367	97	33	multifractal	multifractal	ADJ
easat-9367	97	34	detrended	detrende	VERB
easat-9367	97	35	cross	cross	ADJ
easat-9367	97	36	-	-	ADJ
easat-9367	97	37	correlation	correlation	ADJ
easat-9367	97	38	analysis	analysis	NOUN
easat-9367	97	39	although	although	SCONJ
easat-9367	97	40	the	the	DET
easat-9367	97	41	mf	mf	NOUN
easat-9367	97	42	-	-	PUNCT
easat-9367	97	43	dcca	dcca	ADJ
easat-9367	97	44	method	method	NOUN
easat-9367	97	45	has	have	AUX
easat-9367	97	46	been	be	AUX
easat-9367	97	47	widely	widely	ADV
easat-9367	97	48	applied	apply	VERB
easat-9367	97	49	to	to	ADP
easat-9367	97	50	various	various	ADJ
easat-9367	97	51	financial	financial	ADJ
easat-9367	97	52	and	and	CCONJ
easat-9367	97	53	non	non	ADJ
easat-9367	97	54	-	-	ADJ
easat-9367	97	55	financial	financial	ADJ
easat-9367	97	56	systems	system	NOUN
easat-9367	97	57	,	,	PUNCT
easat-9367	97	58	there	there	PRON
easat-9367	97	59	remains	remain	VERB
easat-9367	97	60	a	a	DET
easat-9367	97	61	notable	notable	ADJ
easat-9367	97	62	gap	gap	NOUN
easat-9367	97	63	in	in	ADP
easat-9367	97	64	research	research	NOUN
easat-9367	97	65	exploring	explore	VERB
easat-9367	97	66	dynamic	dynamic	ADJ
easat-9367	97	67	cross	cross	NOUN
easat-9367	97	68	-	-	NOUN
easat-9367	97	69	correlations	correlation	NOUN
easat-9367	97	70	within	within	ADP
easat-9367	97	71	african	african	ADJ
easat-9367	97	72	stock	stock	NOUN
easat-9367	97	73	markets	market	NOUN
easat-9367	97	74	.	.	PUNCT
easat-9367	98	1	one	one	NUM
easat-9367	98	2	of	of	ADP
easat-9367	98	3	the	the	DET
easat-9367	98	4	few	few	ADJ
easat-9367	98	5	exceptions	exception	NOUN
easat-9367	98	6	is	be	AUX
easat-9367	98	7	the	the	DET
easat-9367	98	8	study	study	NOUN
easat-9367	98	9	by	by	ADP
easat-9367	98	10	marwane	marwane	NOUN
easat-9367	98	11	and	and	CCONJ
easat-9367	98	12	benbachir	benbachir	NOUN
easat-9367	98	13	[	[	X
easat-9367	98	14	22	22	NUM
easat-9367	98	15	]	]	PUNCT
easat-9367	98	16	which	which	PRON
easat-9367	98	17	applied	apply	VERB
easat-9367	98	18	this	this	DET
easat-9367	98	19	method	method	NOUN
easat-9367	98	20	in	in	ADP
easat-9367	98	21	the	the	DET
easat-9367	98	22	mena	mena	PROPN
easat-9367	98	23	region	region	PROPN
easat-9367	98	24	and	and	CCONJ
easat-9367	98	25	uncovered	uncover	VERB
easat-9367	98	26	multifractal	multifractal	ADJ
easat-9367	98	27	correlations	correlation	NOUN
easat-9367	98	28	among	among	ADP
easat-9367	98	29	markets	market	NOUN
easat-9367	98	30	in	in	ADP
easat-9367	98	31	morocco	morocco	PROPN
easat-9367	98	32	,	,	PUNCT
easat-9367	98	33	tunisia	tunisia	PROPN
easat-9367	98	34	,	,	PUNCT
easat-9367	98	35	egypt	egypt	PROPN
easat-9367	98	36	,	,	PUNCT
easat-9367	98	37	and	and	CCONJ
easat-9367	98	38	jordan	jordan	PROPN
easat-9367	98	39	.	.	PUNCT
easat-9367	99	1	this	this	DET
easat-9367	99	2	gap	gap	NOUN
easat-9367	99	3	underscores	underscore	VERB
easat-9367	99	4	the	the	DET
easat-9367	99	5	need	need	NOUN
easat-9367	99	6	for	for	ADP
easat-9367	99	7	further	further	ADJ
easat-9367	99	8	investigation	investigation	NOUN
easat-9367	99	9	into	into	ADP
easat-9367	99	10	the	the	DET
easat-9367	99	11	multifractal	multifractal	ADJ
easat-9367	99	12	cross	cross	NOUN
easat-9367	99	13	-	-	NOUN
easat-9367	99	14	correlations	correlation	NOUN
easat-9367	99	15	and	and	CCONJ
easat-9367	99	16	interdependencies	interdependency	NOUN
easat-9367	99	17	among	among	ADP
easat-9367	99	18	the	the	DET
easat-9367	99	19	largest	large	ADJ
easat-9367	99	20	african	african	ADJ
easat-9367	99	21	stock	stock	NOUN
easat-9367	99	22	markets	market	NOUN
easat-9367	99	23	.	.	PUNCT
easat-9367	100	1	such	such	ADJ
easat-9367	100	2	analysis	analysis	NOUN
easat-9367	100	3	would	would	AUX
easat-9367	100	4	enhance	enhance	VERB
easat-9367	100	5	our	our	PRON
easat-9367	100	6	understanding	understanding	NOUN
easat-9367	100	7	of	of	ADP
easat-9367	100	8	their	their	PRON
easat-9367	100	9	interconnected	interconnected	ADJ
easat-9367	100	10	behavior	behavior	NOUN
easat-9367	100	11	and	and	CCONJ
easat-9367	100	12	provide	provide	VERB
easat-9367	100	13	valuable	valuable	ADJ
easat-9367	100	14	insights	insight	NOUN
easat-9367	100	15	for	for	ADP
easat-9367	100	16	portfolio	portfolio	NOUN
easat-9367	100	17	diversification	diversification	NOUN
easat-9367	100	18	and	and	CCONJ
easat-9367	100	19	risk	risk	NOUN
easat-9367	100	20	management	management	NOUN
easat-9367	100	21	across	across	ADP
easat-9367	100	22	the	the	DET
easat-9367	100	23	region	region	NOUN
easat-9367	100	24	.	.	PUNCT
easat-9367	101	1	building	build	VERB
easat-9367	101	2	on	on	ADP
easat-9367	101	3	previous	previous	ADJ
easat-9367	101	4	studies	study	NOUN
easat-9367	101	5	that	that	PRON
easat-9367	101	6	applied	apply	VERB
easat-9367	101	7	mf	mf	NOUN
easat-9367	101	8	-	-	PUNCT
easat-9367	101	9	dcca	dcca	NOUN
easat-9367	101	10	to	to	ADP
easat-9367	101	11	financial	financial	ADJ
easat-9367	101	12	markets	market	NOUN
easat-9367	101	13	,	,	PUNCT
easat-9367	101	14	particularly	particularly	ADV
easat-9367	101	15	the	the	DET
easat-9367	101	16	work	work	NOUN
easat-9367	101	17	of	of	ADP
easat-9367	101	18	this	this	DET
easat-9367	101	19	paper	paper	NOUN
easat-9367	101	20	investigates	investigate	VERB
easat-9367	101	21	the	the	DET
easat-9367	101	22	informational	informational	ADJ
easat-9367	101	23	efficiency	efficiency	NOUN
easat-9367	101	24	and	and	CCONJ
easat-9367	101	25	multifractal	multifractal	ADJ
easat-9367	101	26	cross	cross	NOUN
easat-9367	101	27	-	-	NOUN
easat-9367	101	28	correlations	correlation	NOUN
easat-9367	101	29	among	among	ADP
easat-9367	101	30	the	the	DET
easat-9367	101	31	five	five	NUM
easat-9367	101	32	largest	large	ADJ
easat-9367	101	33	african	african	ADJ
easat-9367	101	34	stock	stock	NOUN
easat-9367	101	35	markets	market	NOUN
easat-9367	101	36	:	:	PUNCT
easat-9367	101	37	johannesburg	johannesburg	PROPN
easat-9367	101	38	,	,	PUNCT
easat-9367	101	39	casablanca	casablanca	PROPN
easat-9367	101	40	,	,	PUNCT
easat-9367	101	41	botswana	botswana	PROPN
easat-9367	101	42	,	,	PUNCT
easat-9367	101	43	nigeria	nigeria	PROPN
easat-9367	101	44	,	,	PUNCT
easat-9367	101	45	and	and	CCONJ
easat-9367	101	46	egypt	egypt	PROPN
easat-9367	101	47	,	,	PUNCT
easat-9367	101	48	using	use	VERB
easat-9367	101	49	mfdcca	mfdcca	NOUN
easat-9367	101	50	)	)	PUNCT
easat-9367	101	51	method	method	NOUN
easat-9367	101	52	.	.	PUNCT
easat-9367	102	1	3	3	X
easat-9367	102	2	.	.	X
easat-9367	102	3	data	datum	NOUN
easat-9367	102	4	and	and	CCONJ
easat-9367	102	5	methodology	methodology	NOUN
easat-9367	102	6	3.1	3.1	NUM
easat-9367	102	7	.	.	PUNCT
easat-9367	102	8	data	datum	NOUN
easat-9367	102	9	the	the	DET
easat-9367	102	10	dataset	dataset	NOUN
easat-9367	102	11	comprises	comprise	VERB
easat-9367	102	12	daily	daily	ADJ
easat-9367	102	13	closing	closing	NOUN
easat-9367	102	14	prices	price	NOUN
easat-9367	102	15	from	from	ADP
easat-9367	102	16	the	the	DET
easat-9367	102	17	five	five	NUM
easat-9367	102	18	largest	large	ADJ
easat-9367	102	19	african	african	ADJ
easat-9367	102	20	stock	stock	NOUN
easat-9367	102	21	markets	market	NOUN
easat-9367	102	22	:	:	PUNCT
easat-9367	102	23	the	the	DET
easat-9367	102	24	johannesburg	johannesburg	PROPN
easat-9367	102	25	stock	stock	PROPN
easat-9367	102	26	exchange	exchange	PROPN
easat-9367	102	27	(	(	PUNCT
easat-9367	102	28	jse	jse	PROPN
easat-9367	102	29	)	)	PUNCT
easat-9367	102	30	,	,	PUNCT
easat-9367	102	31	casablanca	casablanca	PROPN
easat-9367	102	32	stock	stock	PROPN
easat-9367	102	33	exchange	exchange	PROPN
easat-9367	102	34	(	(	PUNCT
easat-9367	102	35	masi	masi	PROPN
easat-9367	102	36	)	)	PUNCT
easat-9367	102	37	,	,	PUNCT
easat-9367	102	38	botswana	botswana	PROPN
easat-9367	102	39	stock	stock	PROPN
easat-9367	102	40	exchange	exchange	PROPN
easat-9367	102	41	(	(	PUNCT
easat-9367	102	42	bse	bse	PROPN
easat-9367	102	43	)	)	PUNCT
easat-9367	102	44	,	,	PUNCT
easat-9367	102	45	nigerian	nigerian	ADJ
easat-9367	102	46	exchange	exchange	PROPN
easat-9367	102	47	(	(	PUNCT
easat-9367	102	48	ngx	ngx	NOUN
easat-9367	102	49	)	)	PUNCT
easat-9367	102	50	,	,	PUNCT
easat-9367	102	51	and	and	CCONJ
easat-9367	102	52	egyptian	egyptian	ADJ
easat-9367	102	53	exchange	exchange	PROPN
easat-9367	102	54	(	(	PUNCT
easat-9367	102	55	egx	egx	PROPN
easat-9367	102	56	)	)	PUNCT
easat-9367	102	57	.	.	PUNCT
easat-9367	103	1	together	together	ADV
easat-9367	103	2	,	,	PUNCT
easat-9367	103	3	these	these	DET
easat-9367	103	4	markets	market	NOUN
easat-9367	103	5	account	account	VERB
easat-9367	103	6	for	for	ADP
easat-9367	103	7	over	over	ADP
easat-9367	103	8	90	90	NUM
easat-9367	103	9	%	%	NOUN
easat-9367	103	10	of	of	ADP
easat-9367	103	11	the	the	DET
easat-9367	103	12	total	total	ADJ
easat-9367	103	13	market	market	NOUN
easat-9367	103	14	capitalization	capitalization	NOUN
easat-9367	103	15	of	of	ADP
easat-9367	103	16	african	african	ADJ
easat-9367	103	17	stock	stock	NOUN
easat-9367	103	18	exchanges	exchange	NOUN
easat-9367	103	19	.	.	PUNCT
easat-9367	104	1	the	the	DET
easat-9367	104	2	jse	jse	PROPN
easat-9367	104	3	,	,	PUNCT
easat-9367	104	4	supported	support	VERB
easat-9367	104	5	by	by	ADP
easat-9367	104	6	south	south	PROPN
easat-9367	104	7	africa	africa	PROPN
easat-9367	104	8	’s	’s	PART
easat-9367	104	9	diversified	diversify	VERB
easat-9367	104	10	economy	economy	NOUN
easat-9367	104	11	and	and	CCONJ
easat-9367	104	12	robust	robust	ADJ
easat-9367	104	13	institutional	institutional	ADJ
easat-9367	104	14	framework	framework	NOUN
easat-9367	104	15	,	,	PUNCT
easat-9367	104	16	plays	play	VERB
easat-9367	104	17	a	a	DET
easat-9367	104	18	central	central	ADJ
easat-9367	104	19	role	role	NOUN
easat-9367	104	20	in	in	ADP
easat-9367	104	21	african	african	ADJ
easat-9367	104	22	financial	financial	ADJ
easat-9367	104	23	markets	market	NOUN
easat-9367	104	24	and	and	CCONJ
easat-9367	104	25	often	often	ADV
easat-9367	104	26	serves	serve	VERB
easat-9367	104	27	as	as	ADP
easat-9367	104	28	a	a	DET
easat-9367	104	29	regional	regional	ADJ
easat-9367	104	30	benchmark	benchmark	NOUN
easat-9367	104	31	.	.	PUNCT
easat-9367	105	1	the	the	DET
easat-9367	105	2	masi	masi	PROPN
easat-9367	105	3	,	,	PUNCT
easat-9367	105	4	one	one	NUM
easat-9367	105	5	of	of	ADP
easat-9367	105	6	north	north	PROPN
easat-9367	105	7	africa	africa	PROPN
easat-9367	105	8	’s	’s	PART
easat-9367	105	9	most	most	ADV
easat-9367	105	10	active	active	ADJ
easat-9367	105	11	exchanges	exchange	NOUN
easat-9367	105	12	,	,	PUNCT
easat-9367	105	13	reflects	reflect	VERB
easat-9367	105	14	morocco	morocco	PROPN
easat-9367	105	15	’s	’s	PART
easat-9367	105	16	growing	grow	VERB
easat-9367	105	17	economic	economic	ADJ
easat-9367	105	18	diversification	diversification	NOUN
easat-9367	105	19	and	and	CCONJ
easat-9367	105	20	increasing	increase	VERB
easat-9367	105	21	domestic	domestic	ADJ
easat-9367	105	22	and	and	CCONJ
easat-9367	105	23	foreign	foreign	ADJ
easat-9367	105	24	investment	investment	NOUN
easat-9367	105	25	.	.	PUNCT
easat-9367	106	1	though	though	SCONJ
easat-9367	106	2	smaller	small	ADJ
easat-9367	106	3	in	in	ADP
easat-9367	106	4	scale	scale	NOUN
easat-9367	106	5	,	,	PUNCT
easat-9367	106	6	the	the	DET
easat-9367	106	7	bse	bse	NOUN
easat-9367	106	8	is	be	AUX
easat-9367	106	9	noted	note	VERB
easat-9367	106	10	for	for	ADP
easat-9367	106	11	its	its	PRON
easat-9367	106	12	transparency	transparency	NOUN
easat-9367	106	13	and	and	CCONJ
easat-9367	106	14	strong	strong	ADJ
easat-9367	106	15	regulatory	regulatory	ADJ
easat-9367	106	16	environment	environment	NOUN
easat-9367	106	17	,	,	PUNCT
easat-9367	106	18	supporting	support	VERB
easat-9367	106	19	botswana	botswana	PROPN
easat-9367	106	20	’s	’s	PART
easat-9367	106	21	capital	capital	NOUN
easat-9367	106	22	formation	formation	NOUN
easat-9367	106	23	.	.	PUNCT
easat-9367	107	1	the	the	DET
easat-9367	107	2	ngx	ngx	PROPN
easat-9367	107	3	is	be	AUX
easat-9367	107	4	a	a	DET
easat-9367	107	5	key	key	ADJ
easat-9367	107	6	component	component	NOUN
easat-9367	107	7	of	of	ADP
easat-9367	107	8	west	west	ADJ
easat-9367	107	9	african	african	ADJ
easat-9367	107	10	capital	capital	NOUN
easat-9367	107	11	markets	market	NOUN
easat-9367	107	12	,	,	PUNCT
easat-9367	107	13	with	with	ADP
easat-9367	107	14	performance	performance	NOUN
easat-9367	107	15	often	often	ADV
easat-9367	107	16	linked	link	VERB
easat-9367	107	17	to	to	ADP
easat-9367	107	18	macroeconomic	macroeconomic	ADJ
easat-9367	107	19	factors	factor	NOUN
easat-9367	107	20	such	such	ADJ
easat-9367	107	21	as	as	ADP
easat-9367	107	22	oil	oil	NOUN
easat-9367	107	23	prices	price	NOUN
easat-9367	107	24	,	,	PUNCT
easat-9367	107	25	exchange	exchange	NOUN
easat-9367	107	26	rate	rate	NOUN
easat-9367	107	27	fluctuations	fluctuation	NOUN
easat-9367	107	28	,	,	PUNCT
easat-9367	107	29	and	and	CCONJ
easat-9367	107	30	political	political	ADJ
easat-9367	107	31	developments	development	NOUN
easat-9367	107	32	.	.	PUNCT
easat-9367	108	1	the	the	DET
easat-9367	108	2	egx	egx	NOUN
easat-9367	108	3	,	,	PUNCT
easat-9367	108	4	one	one	NUM
easat-9367	108	5	of	of	ADP
easat-9367	108	6	the	the	DET
easat-9367	108	7	continent	continent	NOUN
easat-9367	108	8	’s	’s	PART
easat-9367	108	9	oldest	old	ADJ
easat-9367	108	10	exchanges	exchange	NOUN
easat-9367	108	11	,	,	PUNCT
easat-9367	108	12	functions	function	NOUN
easat-9367	108	13	as	as	ADP
easat-9367	108	14	a	a	DET
easat-9367	108	15	strategic	strategic	ADJ
easat-9367	108	16	financial	financial	ADJ
easat-9367	108	17	hub	hub	NOUN
easat-9367	108	18	bridging	bridge	VERB
easat-9367	108	19	the	the	DET
easat-9367	108	20	middle	middle	PROPN
easat-9367	108	21	east	east	PROPN
easat-9367	108	22	and	and	CCONJ
easat-9367	108	23	africa	africa	PROPN
easat-9367	108	24	,	,	PUNCT
easat-9367	108	25	underscoring	underscore	VERB
easat-9367	108	26	egypt	egypt	PROPN
easat-9367	108	27	’s	’s	PART
easat-9367	108	28	economic	economic	ADJ
easat-9367	108	29	and	and	CCONJ
easat-9367	108	30	geopolitical	geopolitical	ADJ
easat-9367	108	31	importance	importance	NOUN
easat-9367	108	32	.	.	PUNCT
easat-9367	109	1	the	the	DET
easat-9367	109	2	data	data	NOUN
easat-9367	109	3	span	span	VERB
easat-9367	109	4	from	from	ADP
easat-9367	109	5	30/01/2012	30/01/2012	NUM
easat-9367	109	6	to	to	ADP
easat-9367	109	7	08/08/2024	08/08/2024	NUM
easat-9367	109	8	,	,	PUNCT
easat-9367	109	9	comprising	comprise	VERB
easat-9367	109	10	nearly	nearly	ADV
easat-9367	109	11	3050	3050	NUM
easat-9367	109	12	observations	observation	NOUN
easat-9367	109	13	.	.	PUNCT
easat-9367	110	1	all	all	DET
easat-9367	110	2	data	datum	NOUN
easat-9367	110	3	were	be	AUX
easat-9367	110	4	downloaded	download	VERB
easat-9367	110	5	from	from	ADP
easat-9367	110	6	the	the	DET
easat-9367	110	7	website	website	NOUN
easat-9367	110	8	www.investing.com	www.investing.com	PROPN
easat-9367	110	9	.	.	PUNCT
easat-9367	111	1	the	the	DET
easat-9367	111	2	index	index	NOUN
easat-9367	111	3	prices	price	NOUN
easat-9367	111	4	were	be	AUX
easat-9367	111	5	then	then	ADV
easat-9367	111	6	converted	convert	VERB
easat-9367	111	7	into	into	ADP
easat-9367	111	8	logarithmic	logarithmic	ADJ
easat-9367	111	9	returns	return	NOUN
easat-9367	111	10	𝑟𝑡	𝑟𝑡	PROPN
easat-9367	111	11	=	=	SYM
easat-9367	111	12	𝑙𝑛	𝑙𝑛	NOUN
easat-9367	111	13	(	(	PUNCT
easat-9367	111	14	𝑃𝑡	𝑃𝑡	PROPN
easat-9367	111	15	𝑃𝑡−1	𝑃𝑡−1	VERB
easat-9367	111	16	)	)	PUNCT
easat-9367	112	1	=	=	PUNCT
easat-9367	112	2	𝑙𝑛(𝑃𝑡	𝑙𝑛(𝑃𝑡	ADJ
easat-9367	112	3	)	)	PUNCT
easat-9367	112	4	−	−	PROPN
easat-9367	112	5	𝑙𝑛(𝑃𝑡−1	𝑙𝑛(𝑃𝑡−1	NOUN
easat-9367	112	6	)	)	PUNCT
easat-9367	112	7	,	,	PUNCT
easat-9367	112	8	where	where	SCONJ
easat-9367	112	9	𝑃𝑡	𝑃𝑡	PROPN
easat-9367	112	10	denotes	denote	VERB
easat-9367	112	11	the	the	DET
easat-9367	112	12	index	index	NOUN
easat-9367	112	13	daily	daily	ADJ
easat-9367	112	14	price	price	NOUN
easat-9367	112	15	and	and	CCONJ
easat-9367	112	16	𝑙𝑛	𝑙𝑛	NOUN
easat-9367	112	17	corresponds	correspond	VERB
easat-9367	112	18	to	to	ADP
easat-9367	112	19	the	the	DET
easat-9367	112	20	natural	natural	ADJ
easat-9367	112	21	logarithm	logarithm	NOUN
easat-9367	112	22	.	.	PUNCT
easat-9367	113	1	3.2	3.2	NUM
easat-9367	113	2	.	.	PUNCT
easat-9367	113	3	methodology	methodology	NOUN
easat-9367	113	4	3.2.1	3.2.1	NUM
easat-9367	113	5	.	.	PUNCT
easat-9367	114	1	multifractal	multifractal	ADJ
easat-9367	114	2	detrended	detrende	VERB
easat-9367	114	3	cross	cross	ADJ
easat-9367	114	4	-	-	ADJ
easat-9367	114	5	correlation	correlation	ADJ
easat-9367	114	6	analysis	analysis	NOUN
easat-9367	114	7	in	in	ADP
easat-9367	114	8	this	this	DET
easat-9367	114	9	section	section	NOUN
easat-9367	115	1	,	,	PUNCT
easat-9367	115	2	we	we	PRON
easat-9367	115	3	introduce	introduce	VERB
easat-9367	115	4	the	the	DET
easat-9367	115	5	multifractal	multifractal	ADJ
easat-9367	115	6	detrended	detrende	VERB
easat-9367	115	7	cross	cross	ADJ
easat-9367	115	8	-	-	ADJ
easat-9367	115	9	correlation	correlation	ADJ
easat-9367	115	10	analysis	analysis	NOUN
easat-9367	115	11	(	(	PUNCT
easat-9367	115	12	mf	mf	NOUN
easat-9367	115	13	-	-	PUNCT
easat-9367	115	14	dcca	dcca	NOUN
easat-9367	115	15	)	)	PUNCT
easat-9367	115	16	,	,	PUNCT
easat-9367	115	17	originally	originally	ADV
easat-9367	115	18	developed	develop	VERB
easat-9367	115	19	by	by	ADP
easat-9367	115	20	zhou	zhou	PROPN
easat-9367	116	1	[	[	X
easat-9367	116	2	1	1	NUM
easat-9367	116	3	]	]	PUNCT
easat-9367	116	4	.	.	PUNCT
easat-9367	117	1	this	this	DET
easat-9367	117	2	method	method	NOUN
easat-9367	117	3	integrates	integrate	VERB
easat-9367	117	4	key	key	ADJ
easat-9367	117	5	aspects	aspect	NOUN
easat-9367	117	6	of	of	ADP
easat-9367	117	7	two	two	NUM
easat-9367	117	8	earlier	early	ADJ
easat-9367	117	9	techniques	technique	NOUN
easat-9367	117	10	:	:	PUNCT
easat-9367	117	11	detrended	detrende	VERB
easat-9367	117	12	cross	cross	ADJ
easat-9367	117	13	-	-	ADJ
easat-9367	117	14	correlation	correlation	ADJ
easat-9367	117	15	analysis	analysis	NOUN
easat-9367	117	16	(	(	PUNCT
easat-9367	117	17	dcca	dcca	PROPN
easat-9367	117	18	)	)	PUNCT
easat-9367	117	19	,	,	PUNCT
easat-9367	117	20	proposed	propose	VERB
easat-9367	117	21	by	by	ADP
easat-9367	117	22	podobnik	podobnik	NOUN
easat-9367	117	23	and	and	CCONJ
easat-9367	117	24	stanley	stanley	NOUN
easat-9367	117	25	[	[	X
easat-9367	117	26	23	23	NUM
easat-9367	117	27	]	]	PUNCT
easat-9367	117	28	and	and	CCONJ
easat-9367	117	29	multifractal	multifractal	ADJ
easat-9367	117	30	detrended	detrende	VERB
easat-9367	117	31	fluctuation	fluctuation	NOUN
easat-9367	117	32	analysis	analysis	NOUN
easat-9367	117	33	(	(	PUNCT
easat-9367	117	34	mf	mf	NOUN
easat-9367	117	35	-	-	PUNCT
easat-9367	117	36	dfa	dfa	NOUN
easat-9367	117	37	)	)	PUNCT
easat-9367	117	38	,	,	PUNCT
easat-9367	117	39	formulated	formulate	VERB
easat-9367	117	40	by	by	ADP
easat-9367	117	41	kantelhardt	kantelhardt	PROPN
easat-9367	117	42	,	,	PUNCT
easat-9367	117	43	et	et	PROPN
easat-9367	117	44	al	al	PROPN
easat-9367	117	45	.	.	PUNCT
easat-9367	118	1	[	[	X
easat-9367	118	2	24	24	NUM
easat-9367	118	3	]	]	PUNCT
easat-9367	118	4	.	.	PUNCT
easat-9367	118	5	mfdcca	mfdcca	PROPN
easat-9367	118	6	is	be	AUX
easat-9367	118	7	specifically	specifically	ADV
easat-9367	118	8	designed	design	VERB
easat-9367	118	9	to	to	PART
easat-9367	118	10	analyze	analyze	VERB
easat-9367	118	11	multifractal	multifractal	ADJ
easat-9367	118	12	characteristics	characteristic	NOUN
easat-9367	118	13	in	in	ADP
easat-9367	118	14	the	the	DET
easat-9367	118	15	cross	cross	NOUN
easat-9367	118	16	-	-	NOUN
easat-9367	118	17	correlations	correlation	NOUN
easat-9367	118	18	between	between	ADP
easat-9367	118	19	two	two	NUM
easat-9367	118	20	time	time	NOUN
easat-9367	118	21	series	series	NOUN
easat-9367	118	22	.	.	PUNCT
easat-9367	119	1	the	the	DET
easat-9367	119	2	procedure	procedure	NOUN
easat-9367	119	3	involves	involve	VERB
easat-9367	119	4	six	six	NUM
easat-9367	119	5	main	main	ADJ
easat-9367	119	6	steps	step	NOUN
easat-9367	119	7	,	,	PUNCT
easat-9367	119	8	which	which	PRON
easat-9367	119	9	are	be	AUX
easat-9367	119	10	outlined	outline	VERB
easat-9367	119	11	below	below	ADV
easat-9367	119	12	.	.	PUNCT
easat-9367	120	1	let	let	VERB
easat-9367	120	2	us	we	PRON
easat-9367	120	3	consider	consider	VERB
easat-9367	120	4	two	two	NUM
easat-9367	120	5	time	time	NOUN
easat-9367	120	6	series	series	NOUN
easat-9367	120	7	,	,	PUNCT
easat-9367	120	8	𝑥(𝑘	𝑥(𝑘	PROPN
easat-9367	120	9	)	)	PUNCT
easat-9367	120	10	and	and	CCONJ
easat-9367	120	11	𝑦(𝑘	𝑦(𝑘	PROPN
easat-9367	120	12	)	)	PUNCT
easat-9367	120	13	,	,	PUNCT
easat-9367	120	14	,	,	PUNCT
easat-9367	120	15	defined	define	VERB
easat-9367	120	16	over	over	ADP
easat-9367	120	17	the	the	DET
easat-9367	120	18	interval	interval	NOUN
easat-9367	120	19	1	1	NUM
easat-9367	120	20	≤	≤	NOUN
easat-9367	120	21	𝑘	𝑘	DET
easat-9367	120	22	≤	≤	ADJ
easat-9367	120	23	𝑁	𝑁	PROPN
easat-9367	120	24	,	,	PUNCT
easat-9367	120	25	where	where	SCONJ
easat-9367	120	26	𝑁	𝑁	PROPN
easat-9367	120	27	represents	represent	VERB
easat-9367	120	28	the	the	DET
easat-9367	120	29	total	total	ADJ
easat-9367	120	30	number	number	NOUN
easat-9367	120	31	of	of	ADP
easat-9367	120	32	observations	observation	NOUN
easat-9367	120	33	.	.	PUNCT
easat-9367	121	1	it	it	PRON
easat-9367	121	2	is	be	AUX
easat-9367	121	3	assumed	assume	VERB
easat-9367	121	4	that	that	SCONJ
easat-9367	121	5	both	both	DET
easat-9367	121	6	series	serie	NOUN
easat-9367	121	7	are	be	AUX
easat-9367	121	8	of	of	ADP
easat-9367	121	9	compact	compact	ADJ
easat-9367	121	10	support	support	NOUN
easat-9367	121	11	,	,	PUNCT
easat-9367	121	12	implying	imply	VERB
easat-9367	121	13	that	that	SCONJ
easat-9367	121	14	the	the	DET
easat-9367	121	15	instances	instance	NOUN
easat-9367	121	16	where	where	SCONJ
easat-9367	121	17	𝑥(𝑘	𝑥(𝑘	PRON
easat-9367	121	18	)	)	PUNCT
easat-9367	121	19	=	=	SYM
easat-9367	121	20	0	0	NUM
easat-9367	121	21	and	and	CCONJ
easat-9367	121	22	𝑦(𝑘	𝑦(𝑘	ADJ
easat-9367	121	23	)	)	PUNCT
easat-9367	121	24	=	=	SYM
easat-9367	121	25	0	0	NUM
easat-9367	121	26	occur	occur	VERB
easat-9367	121	27	only	only	ADV
easat-9367	121	28	for	for	ADP
easat-9367	121	29	an	an	DET
easat-9367	121	30	insignificant	insignificant	ADJ
easat-9367	121	31	portion	portion	NOUN
easat-9367	121	32	of	of	ADP
easat-9367	121	33	the	the	DET
easat-9367	121	34	domain	domain	NOUN
easat-9367	121	35	.	.	PUNCT
easat-9367	122	1	step	step	NOUN
easat-9367	122	2	1	1	NUM
easat-9367	122	3	:	:	PUNCT
easat-9367	122	4	the	the	DET
easat-9367	122	5	first	first	ADJ
easat-9367	122	6	step	step	NOUN
easat-9367	122	7	involves	involve	VERB
easat-9367	122	8	constructing	construct	VERB
easat-9367	122	9	the	the	DET
easat-9367	122	10	profiles	profile	NOUN
easat-9367	122	11	=	=	SYM
easat-9367	122	12	(	(	PUNCT
easat-9367	122	13	𝑋(𝑖	𝑋(𝑖	NOUN
easat-9367	122	14	)	)	PUNCT
easat-9367	122	15	)	)	PUNCT
easat-9367	122	16	1≤𝑖≤𝑁	1≤𝑖≤𝑁	NUM
easat-9367	122	17	and	and	CCONJ
easat-9367	122	18	𝑌	𝑌	PROPN
easat-9367	122	19	=	=	SYM
easat-9367	122	20	(	(	PUNCT
easat-9367	122	21	𝑌(𝑖	𝑌(𝑖	NOUN
easat-9367	122	22	)	)	PUNCT
easat-9367	122	23	)	)	PUNCT
easat-9367	122	24	1≤𝑖≤𝑁	1≤𝑖≤𝑁	NUM
easat-9367	122	25	,	,	PUNCT
easat-9367	122	26	which	which	PRON
easat-9367	122	27	are	be	AUX
easat-9367	122	28	derived	derive	VERB
easat-9367	122	29	from	from	ADP
easat-9367	122	30	the	the	DET
easat-9367	122	31	original	original	ADJ
easat-9367	122	32	time	time	NOUN
easat-9367	122	33	series	series	NOUN
easat-9367	122	34	𝑥	𝑥	PROPN
easat-9367	122	35	=	=	SYM
easat-9367	122	36	(	(	PUNCT
easat-9367	122	37	𝑥(𝑘	𝑥(𝑘	PROPN
easat-9367	122	38	)	)	PUNCT
easat-9367	122	39	)	)	PUNCT
easat-9367	123	1	1≤𝑘≤𝑁	1≤𝑘≤𝑁	NUM
easat-9367	123	2	and	and	CCONJ
easat-9367	123	3	𝑦	𝑦	NOUN
easat-9367	123	4	=	=	PUNCT
easat-9367	123	5	(	(	PUNCT
easat-9367	123	6	𝑦(𝑘	𝑦(𝑘	PROPN
easat-9367	123	7	)	)	PUNCT
easat-9367	123	8	)	)	PUNCT
easat-9367	123	9	1≤𝑘≤𝑁	1≤𝑘≤𝑁	NUM
easat-9367	123	10	,	,	PUNCT
easat-9367	123	11	respectively	respectively	ADV
easat-9367	123	12	:	:	PUNCT
easat-9367	123	13	http://www.investing.com/	http://www.investing.com/	NOUN
easat-9367	123	14	590	590	NUM
easat-9367	123	15	edelweiss	edelweiss	PROPN
easat-9367	123	16	applied	apply	VERB
easat-9367	123	17	science	science	NOUN
easat-9367	123	18	and	and	CCONJ
easat-9367	123	19	technology	technology	NOUN
easat-9367	123	20	issn	issn	PROPN
easat-9367	123	21	:	:	PUNCT
easat-9367	123	22	2576	2576	NUM
easat-9367	123	23	-	-	SYM
easat-9367	123	24	8484	8484	NUM
easat-9367	123	25	vol	vol	NOUN
easat-9367	123	26	.	.	PROPN
easat-9367	124	1	9	9	NUM
easat-9367	124	2	,	,	PUNCT
easat-9367	124	3	no	no	INTJ
easat-9367	124	4	.	.	NOUN
easat-9367	124	5	8	8	NUM
easat-9367	124	6	:	:	PUNCT
easat-9367	124	7	586	586	NUM
easat-9367	124	8	-	-	SYM
easat-9367	124	9	606	606	NUM
easat-9367	124	10	,	,	PUNCT
easat-9367	124	11	2025	2025	NUM
easat-9367	124	12	doi	doi	NOUN
easat-9367	124	13	:	:	PUNCT
easat-9367	124	14	10.55214/2576	10.55214/2576	NUM
easat-9367	124	15	-	-	SYM
easat-9367	124	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	124	17	©	©	PROPN
easat-9367	124	18	2025	2025	NUM
easat-9367	124	19	by	by	ADP
easat-9367	124	20	the	the	DET
easat-9367	124	21	authors	author	NOUN
easat-9367	124	22	;	;	PUNCT
easat-9367	124	23	licensee	licensee	PROPN
easat-9367	124	24	learning	learn	VERB
easat-9367	124	25	gate	gate	NOUN
easat-9367	124	26	𝑋(𝑖	𝑋(𝑖	PROPN
easat-9367	124	27	)	)	PUNCT
easat-9367	124	28	=	=	SYM
easat-9367	124	29	∑	∑	PROPN
easat-9367	124	30	(	(	PUNCT
easat-9367	124	31	𝑥(𝑘	𝑥(𝑘	PROPN
easat-9367	124	32	)	)	PUNCT
easat-9367	125	1	−	−	DET
easat-9367	125	2	�	�	NOUN
easat-9367	125	3	̅	̅	NOUN
easat-9367	125	4	�	�	NOUN
easat-9367	125	5	)𝑁	)𝑁	PUNCT
easat-9367	125	6	𝑘=1	𝑘=1	PROPN
easat-9367	125	7	𝑌(𝑖	𝑌(𝑖	NUM
easat-9367	125	8	)	)	PUNCT
easat-9367	125	9	=	=	PUNCT
easat-9367	125	10	∑	∑	PROPN
easat-9367	125	11	(	(	PUNCT
easat-9367	125	12	𝑦(𝑘	𝑦(𝑘	PROPN
easat-9367	125	13	)	)	PUNCT
easat-9367	125	14	−	−	NOUN
easat-9367	125	15	�	�	NOUN
easat-9367	125	16	̅	̅	NOUN
easat-9367	125	17	�	�	NOUN
easat-9367	125	18	)𝑁	)𝑁	PUNCT
easat-9367	125	19	𝑘=1	𝑘=1	X
easat-9367	125	20	(	(	PUNCT
easat-9367	125	21	1	1	X
easat-9367	125	22	)	)	PUNCT
easat-9367	125	23	here	here	ADV
easat-9367	125	24	,	,	PUNCT
easat-9367	125	25	�	�	PROPN
easat-9367	125	26	̅	̅	NOUN
easat-9367	125	27	�	�	PROPN
easat-9367	125	28	and	and	CCONJ
easat-9367	125	29	�	�	PROPN
easat-9367	125	30	̅	̅	NOUN
easat-9367	125	31	�	�	PROPN
easat-9367	125	32	represent	represent	VERB
easat-9367	125	33	the	the	DET
easat-9367	125	34	average	average	ADJ
easat-9367	125	35	values	value	NOUN
easat-9367	125	36	of	of	ADP
easat-9367	125	37	the	the	DET
easat-9367	125	38	time	time	NOUN
easat-9367	125	39	series	series	NOUN
easat-9367	125	40	(	(	PUNCT
easat-9367	125	41	𝑥(𝑘	𝑥(𝑘	PROPN
easat-9367	125	42	)	)	PUNCT
easat-9367	125	43	)	)	PUNCT
easat-9367	126	1	1≤𝑘≤𝑁	1≤𝑘≤𝑁	NUM
easat-9367	126	2	and	and	CCONJ
easat-9367	126	3	(	(	PUNCT
easat-9367	126	4	𝑦(𝑘	𝑦(𝑘	PROPN
easat-9367	126	5	)	)	PUNCT
easat-9367	126	6	)	)	PUNCT
easat-9367	127	1	1≤𝑘≤𝑁	1≤𝑘≤𝑁	NUM
easat-9367	127	2	,	,	PUNCT
easat-9367	127	3	respectively	respectively	ADV
easat-9367	127	4	.	.	PUNCT
easat-9367	128	1	step	step	NOUN
easat-9367	128	2	2	2	NUM
easat-9367	128	3	:	:	PUNCT
easat-9367	128	4	for	for	ADP
easat-9367	128	5	a	a	DET
easat-9367	128	6	selected	select	VERB
easat-9367	128	7	time	time	NOUN
easat-9367	128	8	scale	scale	NOUN
easat-9367	128	9	𝑠	𝑠	INTJ
easat-9367	128	10	satisfying	satisfy	VERB
easat-9367	128	11	10	10	NUM
easat-9367	128	12	≤	≤	NUM
easat-9367	128	13	𝑠	𝑠	PRON
easat-9367	128	14	≤	≤	NUM
easat-9367	128	15	n/3	n/3	NOUN
easat-9367	128	16	,	,	PUNCT
easat-9367	128	17	the	the	DET
easat-9367	128	18	profiles	profile	NOUN
easat-9367	128	19	𝑋	𝑋	NOUN
easat-9367	128	20	and	and	CCONJ
easat-9367	128	21	𝑌	𝑌	PROPN
easat-9367	128	22	are	be	AUX
easat-9367	128	23	divided	divide	VERB
easat-9367	128	24	into	into	ADP
easat-9367	128	25	𝑁𝑠	𝑁𝑠	PROPN
easat-9367	128	26	=	=	PUNCT
easat-9367	129	1	𝐼𝑛𝑡(𝑁	𝐼𝑛𝑡(𝑁	PROPN
easat-9367	129	2	𝑠⁄	𝑠⁄	PROPN
easat-9367	129	3	)	)	PUNCT
easat-9367	129	4	non	non	ADJ
easat-9367	129	5	-	-	ADJ
easat-9367	129	6	overlapping	overlapping	ADJ
easat-9367	129	7	segments	segment	NOUN
easat-9367	129	8	,	,	PUNCT
easat-9367	129	9	each	each	PRON
easat-9367	129	10	of	of	ADP
easat-9367	129	11	length	length	NOUN
easat-9367	129	12	s	s	PROPN
easat-9367	129	13	,	,	PUNCT
easat-9367	129	14	where	where	SCONJ
easat-9367	129	15	𝐼𝑛𝑡	𝐼𝑛𝑡	PROPN
easat-9367	129	16	(	(	PUNCT
easat-9367	129	17	.	.	PUNCT
easat-9367	129	18	)	)	PUNCT
easat-9367	129	19	denotes	denote	VERB
easat-9367	129	20	the	the	DET
easat-9367	129	21	integer	integer	NOUN
easat-9367	129	22	part	part	NOUN
easat-9367	129	23	of	of	ADP
easat-9367	129	24	a	a	DET
easat-9367	129	25	number	number	NOUN
easat-9367	129	26	.	.	PUNCT
easat-9367	130	1	because	because	SCONJ
easat-9367	130	2	𝑁	𝑁	PROPN
easat-9367	130	3	is	be	AUX
easat-9367	130	4	not	not	PART
easat-9367	130	5	always	always	ADV
easat-9367	130	6	an	an	DET
easat-9367	130	7	exact	exact	ADJ
easat-9367	130	8	multiple	multiple	NOUN
easat-9367	130	9	of	of	ADP
easat-9367	130	10	sss	sss	PROPN
easat-9367	130	11	,	,	PUNCT
easat-9367	130	12	a	a	DET
easat-9367	130	13	small	small	ADJ
easat-9367	130	14	portion	portion	NOUN
easat-9367	130	15	at	at	ADP
easat-9367	130	16	the	the	DET
easat-9367	130	17	end	end	NOUN
easat-9367	130	18	of	of	ADP
easat-9367	130	19	each	each	DET
easat-9367	130	20	profile	profile	NOUN
easat-9367	130	21	may	may	AUX
easat-9367	130	22	be	be	AUX
easat-9367	130	23	excluded	exclude	VERB
easat-9367	130	24	.	.	PUNCT
easat-9367	131	1	to	to	PART
easat-9367	131	2	ensure	ensure	VERB
easat-9367	131	3	that	that	SCONJ
easat-9367	131	4	no	no	DET
easat-9367	131	5	data	data	NOUN
easat-9367	131	6	is	be	AUX
easat-9367	131	7	lost	lose	VERB
easat-9367	131	8	,	,	PUNCT
easat-9367	131	9	the	the	DET
easat-9367	131	10	segmentation	segmentation	NOUN
easat-9367	131	11	process	process	NOUN
easat-9367	131	12	is	be	AUX
easat-9367	131	13	repeated	repeat	VERB
easat-9367	131	14	from	from	ADP
easat-9367	131	15	the	the	DET
easat-9367	131	16	opposite	opposite	ADJ
easat-9367	131	17	end	end	NOUN
easat-9367	131	18	of	of	ADP
easat-9367	131	19	the	the	DET
easat-9367	131	20	series	series	NOUN
easat-9367	131	21	.	.	PUNCT
easat-9367	132	1	this	this	DET
easat-9367	132	2	approach	approach	NOUN
easat-9367	132	3	yields	yield	VERB
easat-9367	132	4	a	a	DET
easat-9367	132	5	total	total	NOUN
easat-9367	132	6	of	of	ADP
easat-9367	132	7	2𝑁𝑠	2𝑁𝑠	NUM
easat-9367	132	8	segments	segment	NOUN
easat-9367	132	9	.	.	PUNCT
easat-9367	133	1	the	the	DET
easat-9367	133	2	segmentation	segmentation	NOUN
easat-9367	133	3	is	be	AUX
easat-9367	133	4	performed	perform	VERB
easat-9367	133	5	in	in	ADP
easat-9367	133	6	two	two	NUM
easat-9367	133	7	ways	way	NOUN
easat-9367	133	8	:	:	PUNCT
easat-9367	133	9	for	for	ADP
easat-9367	133	10	1	1	NUM
easat-9367	133	11	≤	≤	NOUN
easat-9367	133	12	𝑣	𝑣	DET
easat-9367	133	13	≤	≤	PROPN
easat-9367	133	14	𝑁𝑠	𝑁𝑠	PROPN
easat-9367	133	15	,	,	PUNCT
easat-9367	133	16	we	we	PRON
easat-9367	133	17	extract	extract	VERB
easat-9367	133	18	the	the	DET
easat-9367	133	19	segments	segment	NOUN
easat-9367	133	20	𝑋((𝑣	𝑋((𝑣	PROPN
easat-9367	133	21	−	−	PROPN
easat-9367	133	22	1)𝑠	1)𝑠	PROPN
easat-9367	134	1	+	+	CCONJ
easat-9367	135	1	1)⋯𝑋((𝑣	1)⋯𝑋((𝑣	NOUN
easat-9367	135	2	−	−	PROPN
easat-9367	135	3	1)𝑠	1)𝑠	NUM
easat-9367	136	1	+	+	CCONJ
easat-9367	136	2	𝑠	𝑠	X
easat-9367	136	3	)	)	PUNCT
easat-9367	136	4	and	and	CCONJ
easat-9367	136	5	𝑌((𝑣	𝑌((𝑣	PROPN
easat-9367	136	6	−	−	PROPN
easat-9367	136	7	1)𝑠	1)𝑠	PROPN
easat-9367	137	1	+	+	CCONJ
easat-9367	137	2	1)⋯𝑌((𝑣	1)⋯𝑌((𝑣	ADJ
easat-9367	137	3	−	−	NOUN
easat-9367	137	4	1)𝑠	1)𝑠	NUM
easat-9367	137	5	+	+	NUM
easat-9367	137	6	𝑠	𝑠	NOUN
easat-9367	137	7	)	)	PUNCT
easat-9367	137	8	;	;	PUNCT
easat-9367	137	9	for	for	ADP
easat-9367	137	10	𝑁𝑠	𝑁𝑠	PROPN
easat-9367	138	1	+	+	CCONJ
easat-9367	138	2	1	1	NUM
easat-9367	138	3	≤	≤	NUM
easat-9367	138	4	𝑣	𝑣	DET
easat-9367	138	5	≤	≤	NOUN
easat-9367	138	6	2𝑁𝑠	2𝑁𝑠	NUM
easat-9367	138	7	,	,	PUNCT
easat-9367	138	8	we	we	PRON
easat-9367	138	9	use	use	VERB
easat-9367	138	10	the	the	DET
easat-9367	138	11	sequences	sequence	NOUN
easat-9367	138	12	(	(	PUNCT
easat-9367	138	13	(	(	PUNCT
easat-9367	138	14	𝑁	𝑁	PROPN
easat-9367	138	15	−	−	PROPN
easat-9367	138	16	𝑣	𝑣	PRON
easat-9367	138	17	−	−	PROPN
easat-9367	138	18	𝑁𝑠)𝑠	𝑁𝑠)𝑠	PROPN
easat-9367	138	19	+	+	X
easat-9367	138	20	1)⋯𝑋((𝑁	1)⋯𝑋((𝑁	NUM
easat-9367	138	21	−	−	NOUN
easat-9367	138	22	𝑣	𝑣	PRON
easat-9367	138	23	−	−	PROPN
easat-9367	138	24	𝑁𝑠)𝑠	𝑁𝑠)𝑠	PROPN
easat-9367	138	25	+	+	CCONJ
easat-9367	138	26	𝑠	𝑠	X
easat-9367	138	27	)	)	PUNCT
easat-9367	138	28	and	and	CCONJ
easat-9367	138	29	similarly	similarly	ADV
easat-9367	138	30	for	for	ADP
easat-9367	138	31	𝑌.	𝑌.	PROPN
easat-9367	138	32	step	step	NOUN
easat-9367	138	33	3	3	NUM
easat-9367	138	34	:	:	PUNCT
easat-9367	138	35	for	for	ADP
easat-9367	138	36	each	each	DET
easat-9367	138	37	segment	segment	NOUN
easat-9367	138	38	,	,	PUNCT
easat-9367	138	39	we	we	PRON
easat-9367	138	40	apply	apply	VERB
easat-9367	138	41	the	the	DET
easat-9367	138	42	ordinary	ordinary	ADJ
easat-9367	138	43	least	least	ADJ
easat-9367	138	44	squares	square	NOUN
easat-9367	138	45	(	(	PUNCT
easat-9367	138	46	ols	ol	NOUN
easat-9367	138	47	)	)	PUNCT
easat-9367	138	48	technique	technique	NOUN
easat-9367	138	49	to	to	PART
easat-9367	138	50	model	model	VERB
easat-9367	138	51	the	the	DET
easat-9367	138	52	data	datum	NOUN
easat-9367	138	53	locally	locally	ADV
easat-9367	138	54	using	use	VERB
easat-9367	138	55	a	a	DET
easat-9367	138	56	polynomial	polynomial	ADJ
easat-9367	138	57	trend	trend	NOUN
easat-9367	138	58	.	.	PUNCT
easat-9367	139	1	specifically	specifically	ADV
easat-9367	139	2	,	,	PUNCT
easat-9367	139	3	we	we	PRON
easat-9367	139	4	represent	represent	VERB
easat-9367	139	5	the	the	DET
easat-9367	139	6	fitted	fit	VERB
easat-9367	139	7	polynomial	polynomial	NOUN
easat-9367	139	8	of	of	ADP
easat-9367	139	9	degree	degree	NOUN
easat-9367	139	10	𝑚	𝑚	NOUN
easat-9367	139	11	for	for	ADP
easat-9367	139	12	the	the	DET
easat-9367	139	13	profile	profile	NOUN
easat-9367	139	14	𝑋	𝑋	NOUN
easat-9367	139	15	in	in	ADP
easat-9367	139	16	the	the	DET
easat-9367	139	17	𝑣-th	𝑣-th	ADJ
easat-9367	139	18	segment	segment	NOUN
easat-9367	139	19	as	as	ADP
easat-9367	139	20	:	:	PUNCT
easat-9367	139	21	𝑝𝑋,𝑣	𝑝𝑋,𝑣	NOUN
easat-9367	139	22	𝑚	𝑚	PROPN
easat-9367	139	23	(	(	PUNCT
easat-9367	139	24	𝑖	𝑖	NOUN
easat-9367	139	25	)	)	PUNCT
easat-9367	139	26	=	=	SYM
easat-9367	139	27	𝛼0	𝛼0	PROPN
easat-9367	140	1	𝑣	𝑣	ADP
easat-9367	140	2	+	+	PROPN
easat-9367	140	3	𝛼1	𝛼1	PROPN
easat-9367	140	4	𝑣	𝑣	X
easat-9367	140	5	.	.	PUNCT
easat-9367	141	1	𝑖	𝑖	X
easat-9367	142	1	+	+	NOUN
easat-9367	142	2	⋯+	⋯+	NOUN
easat-9367	142	3	𝛼𝑚	𝛼𝑚	VERB
easat-9367	142	4	𝑣	𝑣	PROPN
easat-9367	142	5	.	.	PUNCT
easat-9367	143	1	𝑖𝑚	𝑖𝑚	PROPN
easat-9367	143	2	,	,	PUNCT
easat-9367	143	3	and	and	CCONJ
easat-9367	143	4	similarly	similarly	ADV
easat-9367	143	5	for	for	ADP
easat-9367	143	6	the	the	DET
easat-9367	143	7	profile	profile	NOUN
easat-9367	143	8	𝑌	𝑌	PROPN
easat-9367	143	9	as	as	ADP
easat-9367	143	10	:	:	PUNCT
easat-9367	143	11	𝑝𝑌,𝑣	𝑝𝑌,𝑣	PROPN
easat-9367	143	12	𝑚	𝑚	PROPN
easat-9367	143	13	(	(	PUNCT
easat-9367	143	14	𝑖	𝑖	NOUN
easat-9367	143	15	)	)	PUNCT
easat-9367	143	16	=	=	VERB
easat-9367	143	17	𝛽0	𝛽0	ADJ
easat-9367	143	18	𝑣	𝑣	PROPN
easat-9367	143	19	+	+	CCONJ
easat-9367	143	20	𝛽1	𝛽1	PROPN
easat-9367	143	21	𝑣	𝑣	NOUN
easat-9367	143	22	.	.	PUNCT
easat-9367	144	1	𝑖	𝑖	X
easat-9367	145	1	+	+	NOUN
easat-9367	145	2	⋯+	⋯+	NOUN
easat-9367	145	3	𝛽𝑚	𝛽𝑚	ADP
easat-9367	145	4	𝑣	𝑣	PROPN
easat-9367	145	5	.	.	PUNCT
easat-9367	146	1	𝑖𝑚.	𝑖𝑚.	NOUN
easat-9367	146	2	selecting	select	VERB
easat-9367	146	3	an	an	DET
easat-9367	146	4	appropriate	appropriate	ADJ
easat-9367	146	5	m	m	NOUN
easat-9367	146	6	is	be	AUX
easat-9367	146	7	essential	essential	ADJ
easat-9367	146	8	to	to	PART
easat-9367	146	9	balance	balance	VERB
easat-9367	146	10	model	model	NOUN
easat-9367	146	11	accuracy	accuracy	NOUN
easat-9367	146	12	and	and	CCONJ
easat-9367	146	13	prevent	prevent	VERB
easat-9367	146	14	overfitting	overfitting	NOUN
easat-9367	146	15	.	.	PUNCT
easat-9367	147	1	step	step	NOUN
easat-9367	147	2	4	4	NUM
easat-9367	147	3	:	:	PUNCT
easat-9367	147	4	once	once	SCONJ
easat-9367	147	5	the	the	DET
easat-9367	147	6	fitting	fitting	ADJ
easat-9367	147	7	polynomials	polynomial	NOUN
easat-9367	147	8	𝑝𝑋,𝑣	𝑝𝑋,𝑣	PROPN
easat-9367	147	9	𝑚	𝑚	PROPN
easat-9367	147	10	(	(	PUNCT
easat-9367	147	11	𝑖	𝑖	X
easat-9367	147	12	)	)	PUNCT
easat-9367	147	13	and	and	CCONJ
easat-9367	147	14	𝑝𝑌,𝑣	𝑝𝑌,𝑣	PROPN
easat-9367	147	15	𝑚	𝑚	X
easat-9367	147	16	(	(	PUNCT
easat-9367	147	17	𝑖	𝑖	X
easat-9367	147	18	)	)	PUNCT
easat-9367	147	19	have	have	AUX
easat-9367	147	20	been	be	AUX
easat-9367	147	21	obtained	obtain	VERB
easat-9367	147	22	,	,	PUNCT
easat-9367	147	23	the	the	DET
easat-9367	147	24	next	next	ADJ
easat-9367	147	25	step	step	NOUN
easat-9367	147	26	is	be	AUX
easat-9367	147	27	to	to	PART
easat-9367	147	28	compute	compute	VERB
easat-9367	147	29	the	the	DET
easat-9367	147	30	detrended	detrende	VERB
easat-9367	147	31	covariance	covariance	NOUN
easat-9367	147	32	𝑓𝑋,𝑌	𝑓𝑋,𝑌	ADP
easat-9367	147	33	2	2	NUM
easat-9367	147	34	(	(	PUNCT
easat-9367	147	35	𝑣	𝑣	NOUN
easat-9367	147	36	,	,	PUNCT
easat-9367	147	37	𝑠	𝑠	NOUN
easat-9367	147	38	)	)	PUNCT
easat-9367	147	39	for	for	ADP
easat-9367	147	40	each	each	DET
easat-9367	147	41	segment	segment	NOUN
easat-9367	147	42	𝑣	𝑣	X
easat-9367	147	43	(	(	PUNCT
easat-9367	147	44	where	where	SCONJ
easat-9367	147	45	11	11	NUM
easat-9367	147	46	≤	≤	NOUN
easat-9367	147	47	𝑣	𝑣	PRON
easat-9367	147	48	≤	≤	NOUN
easat-9367	147	49	2𝑁𝑠	2𝑁𝑠	NUM
easat-9367	147	50	)	)	PUNCT
easat-9367	147	51	and	and	CCONJ
easat-9367	147	52	for	for	ADP
easat-9367	147	53	all	all	DET
easat-9367	147	54	time	time	NOUN
easat-9367	147	55	scales	scale	NOUN
easat-9367	147	56	𝑠.	𝑠.	NOUN
easat-9367	147	57	{	{	PUNCT
easat-9367	147	58	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-9367	147	59	2	2	NUM
easat-9367	147	60	(	(	PUNCT
easat-9367	147	61	𝑣	𝑣	NOUN
easat-9367	147	62	,	,	PUNCT
easat-9367	147	63	𝑠	𝑠	NOUN
easat-9367	147	64	)	)	PUNCT
easat-9367	147	65	=	=	SYM
easat-9367	148	1	1	1	NUM
easat-9367	148	2	𝑠	𝑠	INTJ
easat-9367	148	3	∑|𝑋((𝑣	∑|𝑋((𝑣	NOUN
easat-9367	148	4	−	−	PROPN
easat-9367	148	5	1)𝑠	1)𝑠	NUM
easat-9367	149	1	+	+	NUM
easat-9367	149	2	𝑖	𝑖	X
easat-9367	149	3	)	)	PUNCT
easat-9367	150	1	−	−	PROPN
easat-9367	150	2	𝑝𝑋,𝑣	𝑝𝑋,𝑣	NOUN
easat-9367	150	3	𝑚	𝑚	X
easat-9367	150	4	(	(	PUNCT
easat-9367	150	5	𝑖	𝑖	NOUN
easat-9367	150	6	)	)	PUNCT
easat-9367	150	7	|	|	ADV
easat-9367	150	8	.	.	PUNCT
easat-9367	151	1	𝑠	𝑠	INTJ
easat-9367	151	2	𝑖=1	𝑖=1	PROPN
easat-9367	151	3	|𝑌((𝑣	|𝑌((𝑣	NOUN
easat-9367	151	4	−	−	PROPN
easat-9367	151	5	1)𝑠	1)𝑠	NUM
easat-9367	152	1	+	+	CCONJ
easat-9367	152	2	𝑖	𝑖	X
easat-9367	152	3	)	)	PUNCT
easat-9367	152	4	−	−	PROPN
easat-9367	152	5	𝑝𝑌,𝑣	𝑝𝑌,𝑣	PROPN
easat-9367	152	6	𝑚	𝑚	PROPN
easat-9367	152	7	(	(	PUNCT
easat-9367	152	8	𝑖)|	𝑖)|	INTJ
easat-9367	152	9	if	if	SCONJ
easat-9367	152	10	1	1	NUM
easat-9367	152	11	≤	≤	NUM
easat-9367	152	12	𝑣	𝑣	DET
easat-9367	152	13	≤	≤	PROPN
easat-9367	152	14	𝑁𝑠	𝑁𝑠	PROPN
easat-9367	152	15	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-9367	152	16	2	2	NUM
easat-9367	152	17	(	(	PUNCT
easat-9367	152	18	𝑣	𝑣	NOUN
easat-9367	152	19	,	,	PUNCT
easat-9367	152	20	𝑠	𝑠	NOUN
easat-9367	152	21	)	)	PUNCT
easat-9367	152	22	=	=	SYM
easat-9367	153	1	1	1	NUM
easat-9367	153	2	𝑠	𝑠	INTJ
easat-9367	153	3	∑|𝑋((𝑁	∑|𝑋((𝑁	INTJ
easat-9367	154	1	−	−	NOUN
easat-9367	154	2	𝑣	𝑣	ADP
easat-9367	154	3	−𝑁𝑠)𝑠	−𝑁𝑠)𝑠	NUM
easat-9367	155	1	+	+	CCONJ
easat-9367	155	2	𝑖	𝑖	X
easat-9367	155	3	)	)	PUNCT
easat-9367	156	1	−	−	PROPN
easat-9367	156	2	𝑝𝑋,𝑣	𝑝𝑋,𝑣	NOUN
easat-9367	156	3	𝑚	𝑚	X
easat-9367	156	4	(	(	PUNCT
easat-9367	156	5	𝑖	𝑖	NOUN
easat-9367	156	6	)	)	PUNCT
easat-9367	156	7	|	|	ADV
easat-9367	156	8	.	.	PUNCT
easat-9367	157	1	𝑠	𝑠	INTJ
easat-9367	157	2	𝑖=1	𝑖=1	PROPN
easat-9367	157	3	|𝑌((𝑁	|𝑌((𝑁	PROPN
easat-9367	157	4	−	−	PROPN
easat-9367	157	5	𝑣	𝑣	PRON
easat-9367	157	6	−	−	PROPN
easat-9367	157	7	𝑁𝑠)𝑠	𝑁𝑠)𝑠	PROPN
easat-9367	157	8	+	+	SYM
easat-9367	157	9	𝑖	𝑖	X
easat-9367	157	10	)	)	PUNCT
easat-9367	157	11	−	−	PROPN
easat-9367	157	12	𝑝𝑌,𝑣	𝑝𝑌,𝑣	PROPN
easat-9367	157	13	𝑚	𝑚	PROPN
easat-9367	157	14	(	(	PUNCT
easat-9367	157	15	𝑖)|	𝑖)|	NOUN
easat-9367	157	16	if	if	SCONJ
easat-9367	157	17	𝑁𝑠	𝑁𝑠	PROPN
easat-9367	157	18	≤	≤	ADV
easat-9367	157	19	𝑣	𝑣	DET
easat-9367	157	20	≤	≤	ADJ
easat-9367	157	21	2𝑁𝑠	2𝑁𝑠	NUM
easat-9367	157	22	(	(	PUNCT
easat-9367	157	23	2	2	NUM
easat-9367	157	24	)	)	PUNCT
easat-9367	157	25	step	step	NOUN
easat-9367	157	26	5	5	NUM
easat-9367	157	27	:	:	PUNCT
easat-9367	157	28	the	the	DET
easat-9367	157	29	fluctuation	fluctuation	NOUN
easat-9367	157	30	function	function	NOUN
easat-9367	157	31	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	157	32	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	157	33	)	)	PUNCT
easat-9367	157	34	of	of	ADP
easat-9367	157	35	order	order	NOUN
easat-9367	157	36	𝑞	𝑞	X
easat-9367	157	37	is	be	AUX
easat-9367	157	38	then	then	ADV
easat-9367	157	39	derived	derive	VERB
easat-9367	157	40	by	by	ADP
easat-9367	157	41	taking	take	VERB
easat-9367	157	42	the	the	DET
easat-9367	157	43	average	average	NOUN
easat-9367	157	44	of	of	ADP
easat-9367	157	45	the	the	DET
easat-9367	157	46	detrended	detrende	VERB
easat-9367	157	47	covariances	covariance	NOUN
easat-9367	157	48	across	across	ADP
easat-9367	157	49	all	all	DET
easat-9367	157	50	segments	segment	NOUN
easat-9367	157	51	for	for	ADP
easat-9367	157	52	a	a	DET
easat-9367	157	53	given	give	VERB
easat-9367	157	54	scale	scale	NOUN
easat-9367	157	55	𝑠	𝑠	PROPN
easat-9367	157	56	:	:	PUNCT
easat-9367	157	57	{	{	PUNCT
easat-9367	157	58	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	157	59	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	157	60	)	)	PUNCT
easat-9367	158	1	=	=	PUNCT
easat-9367	158	2	[	[	PUNCT
easat-9367	158	3	1	1	NUM
easat-9367	158	4	2𝑁𝑠	2𝑁𝑠	NUM
easat-9367	158	5	∑	∑	PUNCT
easat-9367	158	6	(	(	PUNCT
easat-9367	158	7	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-9367	158	8	2	2	NUM
easat-9367	158	9	(	(	PUNCT
easat-9367	158	10	𝑣	𝑣	NOUN
easat-9367	158	11	,	,	PUNCT
easat-9367	158	12	𝑠	𝑠	NOUN
easat-9367	158	13	)	)	PUNCT
easat-9367	158	14	)	)	PUNCT
easat-9367	159	1	𝑞	𝑞	X
easat-9367	159	2	22𝑁𝑠	22𝑁𝑠	PROPN
easat-9367	159	3	𝑣=1	𝑣=1	NOUN
easat-9367	159	4	]	]	PUNCT
easat-9367	159	5	1	1	NUM
easat-9367	159	6	𝑞	𝑞	NOUN
easat-9367	159	7	for	for	ADP
easat-9367	159	8	𝑞	𝑞	PROPN
easat-9367	159	9	≠	≠	PROPN
easat-9367	159	10	0	0	NUM
easat-9367	159	11	𝐹0	𝐹0	NOUN
easat-9367	159	12	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	159	13	)	)	PUNCT
easat-9367	160	1	=	=	PUNCT
easat-9367	160	2	𝑒𝑥𝑝	𝑒𝑥𝑝	INTJ
easat-9367	160	3	[	[	PUNCT
easat-9367	160	4	1	1	NUM
easat-9367	160	5	4𝑁𝑠	4𝑁𝑠	NUM
easat-9367	160	6	∑	∑	PROPN
easat-9367	160	7	𝑙𝑛	𝑙𝑛	X
easat-9367	160	8	(	(	PUNCT
easat-9367	160	9	𝑓𝑋𝑌	𝑓𝑋𝑌	NOUN
easat-9367	160	10	2	2	NUM
easat-9367	160	11	(	(	PUNCT
easat-9367	160	12	𝑣	𝑣	NOUN
easat-9367	160	13	,	,	PUNCT
easat-9367	160	14	𝑠	𝑠	NOUN
easat-9367	160	15	)	)	PUNCT
easat-9367	160	16	)	)	PUNCT
easat-9367	160	17	2𝑁𝑠	2𝑁𝑠	NUM
easat-9367	160	18	v=1	v=1	X
easat-9367	160	19	]	]	PUNCT
easat-9367	160	20	for	for	ADP
easat-9367	160	21	𝑞	𝑞	X
easat-9367	160	22	=	=	SYM
easat-9367	160	23	0	0	NUM
easat-9367	160	24	(	(	PUNCT
easat-9367	160	25	3	3	X
easat-9367	160	26	)	)	PUNCT
easat-9367	160	27	the	the	DET
easat-9367	160	28	main	main	ADJ
easat-9367	160	29	objective	objective	NOUN
easat-9367	160	30	of	of	ADP
easat-9367	160	31	the	the	DET
easat-9367	160	32	mf	mf	NOUN
easat-9367	160	33	-	-	PUNCT
easat-9367	160	34	dcca	dcca	ADJ
easat-9367	160	35	method	method	NOUN
easat-9367	160	36	is	be	AUX
easat-9367	160	37	to	to	PART
easat-9367	160	38	analyze	analyze	VERB
easat-9367	160	39	how	how	SCONJ
easat-9367	160	40	the	the	DET
easat-9367	160	41	fluctuation	fluctuation	NOUN
easat-9367	160	42	functions	function	NOUN
easat-9367	160	43	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	160	44	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	160	45	)	)	PUNCT
easat-9367	160	46	vary	vary	VERB
easat-9367	160	47	with	with	ADP
easat-9367	160	48	the	the	DET
easat-9367	160	49	time	time	NOUN
easat-9367	160	50	scale	scale	NOUN
easat-9367	160	51	𝑠	𝑠	PROPN
easat-9367	160	52	for	for	ADP
easat-9367	160	53	different	different	ADJ
easat-9367	160	54	values	value	NOUN
easat-9367	160	55	of	of	ADP
easat-9367	160	56	𝑞.	𝑞.	NOUN
easat-9367	160	57	to	to	PART
easat-9367	160	58	achieve	achieve	VERB
easat-9367	160	59	this	this	PRON
easat-9367	160	60	,	,	PUNCT
easat-9367	160	61	steps	step	NOUN
easat-9367	160	62	2	2	NUM
easat-9367	160	63	through	through	ADP
easat-9367	160	64	4	4	NUM
easat-9367	160	65	are	be	AUX
easat-9367	160	66	repeated	repeat	VERB
easat-9367	160	67	across	across	ADP
easat-9367	160	68	a	a	DET
easat-9367	160	69	range	range	NOUN
easat-9367	160	70	of	of	ADP
easat-9367	160	71	time	time	NOUN
easat-9367	160	72	scales	scale	NOUN
easat-9367	160	73	𝑠.	𝑠.	NOUN
easat-9367	160	74	step	step	NOUN
easat-9367	160	75	6	6	NUM
easat-9367	160	76	:	:	PUNCT
easat-9367	160	77	to	to	PART
easat-9367	160	78	investigate	investigate	VERB
easat-9367	160	79	the	the	DET
easat-9367	160	80	multi	multi	ADJ
easat-9367	160	81	-	-	ADJ
easat-9367	160	82	scale	scale	ADJ
easat-9367	160	83	characteristics	characteristic	NOUN
easat-9367	160	84	of	of	ADP
easat-9367	160	85	the	the	DET
easat-9367	160	86	fluctuation	fluctuation	NOUN
easat-9367	160	87	functions	function	NOUN
easat-9367	160	88	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	160	89	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	160	90	)	)	PUNCT
easat-9367	160	91	,	,	PUNCT
easat-9367	160	92	we	we	PRON
easat-9367	160	93	examine	examine	VERB
easat-9367	160	94	the	the	DET
easat-9367	160	95	slope	slope	NOUN
easat-9367	160	96	of	of	ADP
easat-9367	160	97	the	the	DET
easat-9367	160	98	log	log	NOUN
easat-9367	160	99	-	-	PUNCT
easat-9367	160	100	log	log	NOUN
easat-9367	160	101	plots	plot	NOUN
easat-9367	160	102	of	of	ADP
easat-9367	160	103	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	160	104	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	160	105	)	)	PUNCT
easat-9367	160	106	versus	versus	ADP
easat-9367	160	107	the	the	DET
easat-9367	160	108	time	time	NOUN
easat-9367	160	109	scale	scale	NOUN
easat-9367	160	110	𝑠	𝑠	PROPN
easat-9367	160	111	for	for	ADP
easat-9367	160	112	various	various	ADJ
easat-9367	160	113	values	value	NOUN
easat-9367	160	114	of	of	ADP
easat-9367	160	115	𝑞.	𝑞.	ADJ
easat-9367	160	116	if	if	SCONJ
easat-9367	160	117	the	the	DET
easat-9367	160	118	time	time	NOUN
easat-9367	160	119	series	series	PROPN
easat-9367	160	120	𝑋	𝑋	PROPN
easat-9367	160	121	and	and	CCONJ
easat-9367	160	122	𝑌	𝑌	PROPN
easat-9367	160	123	exhibit	exhibit	VERB
easat-9367	160	124	long	long	ADJ
easat-9367	160	125	-	-	PUNCT
easat-9367	160	126	range	range	NOUN
easat-9367	160	127	cross	cross	NOUN
easat-9367	160	128	-	-	NOUN
easat-9367	160	129	correlations	correlation	NOUN
easat-9367	160	130	following	follow	VERB
easat-9367	160	131	a	a	DET
easat-9367	160	132	power	power	NOUN
easat-9367	160	133	-	-	PUNCT
easat-9367	160	134	law	law	NOUN
easat-9367	160	135	,	,	PUNCT
easat-9367	160	136	indicative	indicative	ADJ
easat-9367	160	137	of	of	ADP
easat-9367	160	138	fractal	fractal	ADJ
easat-9367	160	139	behavior	behavior	NOUN
easat-9367	160	140	,	,	PUNCT
easat-9367	160	141	then	then	ADV
easat-9367	160	142	for	for	ADP
easat-9367	160	143	sufficiently	sufficiently	ADV
easat-9367	160	144	large	large	ADJ
easat-9367	160	145	𝑠	𝑠	PROPN
easat-9367	160	146	,	,	PUNCT
easat-9367	160	147	the	the	DET
easat-9367	160	148	function	function	NOUN
easat-9367	160	149	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	160	150	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	160	151	)	)	PUNCT
easat-9367	160	152	is	be	AUX
easat-9367	160	153	expected	expect	VERB
easat-9367	160	154	to	to	PART
easat-9367	160	155	follow	follow	VERB
easat-9367	160	156	a	a	DET
easat-9367	160	157	power	power	NOUN
easat-9367	160	158	-	-	PUNCT
easat-9367	160	159	law	law	NOUN
easat-9367	160	160	relationship	relationship	NOUN
easat-9367	160	161	:	:	PUNCT
easat-9367	160	162	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	160	163	𝑋𝑌(𝑠)~𝑠𝐻𝑋𝑌(𝑞	𝑋𝑌(𝑠)~𝑠𝐻𝑋𝑌(𝑞	PROPN
easat-9367	160	164	)	)	PUNCT
easat-9367	160	165	(	(	PUNCT
easat-9367	160	166	4	4	X
easat-9367	160	167	)	)	PUNCT
easat-9367	160	168	here	here	ADV
easat-9367	160	169	,	,	PUNCT
easat-9367	160	170	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-9367	160	171	)	)	PUNCT
easat-9367	160	172	refers	refer	VERB
easat-9367	160	173	to	to	ADP
easat-9367	160	174	the	the	DET
easat-9367	160	175	generalized	generalized	ADJ
easat-9367	160	176	hurst	hurst	PROPN
easat-9367	160	177	exponent	exponent	NOUN
easat-9367	160	178	,	,	PUNCT
easat-9367	160	179	which	which	PRON
easat-9367	160	180	characterizes	characterize	VERB
easat-9367	160	181	the	the	DET
easat-9367	160	182	power	power	NOUN
easat-9367	160	183	-	-	PUNCT
easat-9367	160	184	law	law	NOUN
easat-9367	160	185	crosscorrelation	crosscorrelation	NOUN
easat-9367	160	186	between	between	ADP
easat-9367	160	187	the	the	DET
easat-9367	160	188	two	two	NUM
easat-9367	160	189	time	time	NOUN
easat-9367	160	190	series	series	NOUN
easat-9367	160	191	𝑋	𝑋	PROPN
easat-9367	160	192	and	and	CCONJ
easat-9367	160	193	𝑌.	𝑌.	PROPN
easat-9367	160	194	591	591	NUM
easat-9367	160	195	edelweiss	edelweiss	PROPN
easat-9367	160	196	applied	apply	VERB
easat-9367	160	197	science	science	NOUN
easat-9367	160	198	and	and	CCONJ
easat-9367	160	199	technology	technology	NOUN
easat-9367	160	200	issn	issn	PROPN
easat-9367	160	201	:	:	PUNCT
easat-9367	160	202	2576	2576	NUM
easat-9367	160	203	-	-	SYM
easat-9367	160	204	8484	8484	NUM
easat-9367	160	205	vol	vol	NOUN
easat-9367	160	206	.	.	PROPN
easat-9367	161	1	9	9	NUM
easat-9367	161	2	,	,	PUNCT
easat-9367	161	3	no	no	INTJ
easat-9367	161	4	.	.	NOUN
easat-9367	161	5	8	8	NUM
easat-9367	161	6	:	:	PUNCT
easat-9367	161	7	586	586	NUM
easat-9367	161	8	-	-	SYM
easat-9367	161	9	606	606	NUM
easat-9367	161	10	,	,	PUNCT
easat-9367	161	11	2025	2025	NUM
easat-9367	161	12	doi	doi	NOUN
easat-9367	161	13	:	:	PUNCT
easat-9367	161	14	10.55214/2576	10.55214/2576	NUM
easat-9367	161	15	-	-	SYM
easat-9367	161	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	161	17	©	©	PROPN
easat-9367	161	18	2025	2025	NUM
easat-9367	161	19	by	by	ADP
easat-9367	161	20	the	the	DET
easat-9367	161	21	authors	author	NOUN
easat-9367	161	22	;	;	PUNCT
easat-9367	161	23	licensee	licensee	PROPN
easat-9367	161	24	learning	learning	NOUN
easat-9367	161	25	gate	gate	VERB
easat-9367	161	26	an	an	DET
easat-9367	161	27	estimate	estimate	NOUN
easat-9367	161	28	of	of	ADP
easat-9367	161	29	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-9367	161	30	)	)	PUNCT
easat-9367	161	31	can	can	AUX
easat-9367	161	32	be	be	AUX
easat-9367	161	33	obtained	obtain	VERB
easat-9367	161	34	by	by	ADP
easat-9367	161	35	performing	perform	VERB
easat-9367	161	36	a	a	DET
easat-9367	161	37	linear	linear	ADJ
easat-9367	161	38	regression	regression	NOUN
easat-9367	161	39	of	of	ADP
easat-9367	161	40	𝐿𝑜𝑔	𝐿𝑜𝑔	PROPN
easat-9367	161	41	(	(	PUNCT
easat-9367	161	42	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	161	43	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	161	44	)	)	PUNCT
easat-9367	161	45	)	)	PUNCT
easat-9367	161	46	against	against	ADP
easat-9367	161	47	𝐿𝑜𝑔(𝑠	𝐿𝑜𝑔(𝑠	NOUN
easat-9367	161	48	):	):	PUNCT
easat-9367	161	49	𝐿𝑜𝑔	𝐿𝑜𝑔	PROPN
easat-9367	161	50	(	(	PUNCT
easat-9367	161	51	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	161	52	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	161	53	)	)	PUNCT
easat-9367	161	54	)	)	PUNCT
easat-9367	162	1	≈	≈	PROPN
easat-9367	162	2	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-9367	162	3	)	)	PUNCT
easat-9367	162	4	.	.	PUNCT
easat-9367	163	1	𝐿𝑜𝑔(𝑠	𝐿𝑜𝑔(𝑠	PROPN
easat-9367	163	2	)	)	PUNCT
easat-9367	163	3	(	(	PUNCT
easat-9367	163	4	5	5	X
easat-9367	163	5	)	)	PUNCT
easat-9367	163	6	if	if	SCONJ
easat-9367	163	7	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-9367	163	8	)	)	PUNCT
easat-9367	163	9	varies	vary	VERB
easat-9367	163	10	with	with	ADP
easat-9367	163	11	𝑞	𝑞	PROPN
easat-9367	163	12	,	,	PUNCT
easat-9367	163	13	it	it	PRON
easat-9367	163	14	indicates	indicate	VERB
easat-9367	163	15	that	that	SCONJ
easat-9367	163	16	the	the	DET
easat-9367	163	17	cross	cross	NOUN
easat-9367	163	18	-	-	NOUN
easat-9367	163	19	correlation	correlation	NOUN
easat-9367	163	20	between	between	ADP
easat-9367	163	21	the	the	DET
easat-9367	163	22	two	two	NUM
easat-9367	163	23	-	-	PUNCT
easat-9367	163	24	time	time	NOUN
easat-9367	163	25	series	series	NOUN
easat-9367	163	26	exhibits	exhibit	VERB
easat-9367	163	27	multifractal	multifractal	ADJ
easat-9367	163	28	behavior	behavior	NOUN
easat-9367	163	29	;	;	PUNCT
easat-9367	163	30	if	if	SCONJ
easat-9367	163	31	it	it	PRON
easat-9367	163	32	remains	remain	VERB
easat-9367	163	33	constant	constant	ADJ
easat-9367	163	34	,	,	PUNCT
easat-9367	163	35	the	the	DET
easat-9367	163	36	relationship	relationship	NOUN
easat-9367	163	37	is	be	AUX
easat-9367	163	38	monofractal	monofractal	ADJ
easat-9367	163	39	.	.	PUNCT
easat-9367	164	1	to	to	PART
easat-9367	164	2	determine	determine	VERB
easat-9367	164	3	the	the	DET
easat-9367	164	4	values	value	NOUN
easat-9367	164	5	of	of	ADP
easat-9367	164	6	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-9367	164	7	)	)	PUNCT
easat-9367	164	8	across	across	ADP
easat-9367	164	9	different	different	ADJ
easat-9367	164	10	𝑞	𝑞	PROPN
easat-9367	164	11	levels	level	NOUN
easat-9367	164	12	,	,	PUNCT
easat-9367	164	13	a	a	DET
easat-9367	164	14	semi	semi	ADJ
easat-9367	164	15	-	-	ADJ
easat-9367	164	16	log	log	ADJ
easat-9367	164	17	regression	regression	NOUN
easat-9367	164	18	is	be	AUX
easat-9367	164	19	conducted	conduct	VERB
easat-9367	164	20	between	between	ADP
easat-9367	164	21	the	the	DET
easat-9367	164	22	fluctuation	fluctuation	NOUN
easat-9367	164	23	function	function	NOUN
easat-9367	164	24	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	164	25	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	164	26	)	)	PUNCT
easat-9367	164	27	and	and	CCONJ
easat-9367	164	28	the	the	DET
easat-9367	164	29	scale	scale	NOUN
easat-9367	164	30	𝑠.	𝑠.	NOUN
easat-9367	164	31	specifically	specifically	ADV
easat-9367	164	32	,	,	PUNCT
easat-9367	164	33	when	when	SCONJ
easat-9367	164	34	𝑞	𝑞	X
easat-9367	164	35	=	=	PROPN
easat-9367	164	36	2	2	NUM
easat-9367	164	37	,	,	PUNCT
easat-9367	164	38	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NUM
easat-9367	164	39	)	)	PUNCT
easat-9367	164	40	corresponds	correspond	VERB
easat-9367	164	41	to	to	ADP
easat-9367	164	42	the	the	DET
easat-9367	164	43	classical	classical	ADJ
easat-9367	164	44	hurst	hurst	PROPN
easat-9367	164	45	exponent	exponent	PROPN
easat-9367	164	46	.	.	PUNCT
easat-9367	165	1	a	a	DET
easat-9367	165	2	value	value	NOUN
easat-9367	165	3	of	of	ADP
easat-9367	165	4	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NOUN
easat-9367	165	5	)	)	PUNCT
easat-9367	165	6	=	=	SYM
easat-9367	165	7	0.5	0.5	NUM
easat-9367	165	8	suggests	suggest	VERB
easat-9367	165	9	no	no	DET
easat-9367	165	10	cross	cross	NOUN
easat-9367	165	11	-	-	NOUN
easat-9367	165	12	correlation	correlation	NOUN
easat-9367	165	13	between	between	ADP
easat-9367	165	14	the	the	DET
easat-9367	165	15	series	series	NOUN
easat-9367	165	16	.	.	PUNCT
easat-9367	166	1	if	if	SCONJ
easat-9367	166	2	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NUM
easat-9367	166	3	)	)	PUNCT
easat-9367	166	4	>	>	X
easat-9367	166	5	0.5	0.5	NUM
easat-9367	166	6	,	,	PUNCT
easat-9367	166	7	the	the	DET
easat-9367	166	8	series	series	NOUN
easat-9367	166	9	are	be	AUX
easat-9367	166	10	positively	positively	ADV
easat-9367	166	11	correlated	correlate	VERB
easat-9367	166	12	over	over	ADP
easat-9367	166	13	long	long	ADJ
easat-9367	166	14	ranges	range	NOUN
easat-9367	166	15	(	(	PUNCT
easat-9367	166	16	persistent	persistent	ADJ
easat-9367	166	17	behavior	behavior	NOUN
easat-9367	166	18	)	)	PUNCT
easat-9367	166	19	,	,	PUNCT
easat-9367	166	20	whereas	whereas	SCONJ
easat-9367	166	21	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NUM
easat-9367	166	22	)	)	PUNCT
easat-9367	166	23	<	<	X
easat-9367	166	24	0.5	0.5	NUM
easat-9367	166	25	implies	imply	VERB
easat-9367	166	26	long	long	ADJ
easat-9367	166	27	-	-	PUNCT
easat-9367	166	28	range	range	NOUN
easat-9367	166	29	anti	anti	ADJ
easat-9367	166	30	-	-	ADJ
easat-9367	166	31	persistent	persistent	ADJ
easat-9367	166	32	cross	cross	NOUN
easat-9367	166	33	-	-	NOUN
easat-9367	166	34	correlations	correlation	NOUN
easat-9367	166	35	.	.	PUNCT
easat-9367	167	1	furthermore	furthermore	ADV
easat-9367	167	2	,	,	PUNCT
easat-9367	167	3	positive	positive	ADJ
easat-9367	167	4	values	value	NOUN
easat-9367	167	5	of	of	ADP
easat-9367	167	6	𝑞	𝑞	PRON
easat-9367	167	7	highlight	highlight	VERB
easat-9367	167	8	the	the	DET
easat-9367	167	9	scaling	scale	VERB
easat-9367	167	10	behavior	behavior	NOUN
easat-9367	167	11	of	of	ADP
easat-9367	167	12	segments	segment	NOUN
easat-9367	167	13	with	with	ADP
easat-9367	167	14	large	large	ADJ
easat-9367	167	15	fluctuations	fluctuation	NOUN
easat-9367	167	16	,	,	PUNCT
easat-9367	167	17	while	while	SCONJ
easat-9367	167	18	negative	negative	ADJ
easat-9367	167	19	𝑞	𝑞	ADP
easat-9367	167	20	values	value	NOUN
easat-9367	167	21	emphasize	emphasize	VERB
easat-9367	167	22	regions	region	NOUN
easat-9367	167	23	with	with	ADP
easat-9367	167	24	smaller	small	ADJ
easat-9367	167	25	,	,	PUNCT
easat-9367	167	26	wavelet	wavelet	NOUN
easat-9367	167	27	-	-	PUNCT
easat-9367	167	28	like	like	ADJ
easat-9367	167	29	variations	variation	NOUN
easat-9367	167	30	.	.	PUNCT
easat-9367	168	1	it	it	PRON
easat-9367	168	2	is	be	AUX
easat-9367	168	3	widely	widely	ADV
easat-9367	168	4	recognized	recognize	VERB
easat-9367	168	5	that	that	SCONJ
easat-9367	168	6	the	the	DET
easat-9367	168	7	generalized	generalized	ADJ
easat-9367	168	8	hurst	hurst	PROPN
easat-9367	168	9	exponent	exponent	PROPN
easat-9367	168	10	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-9367	168	11	)	)	PUNCT
easat-9367	168	12	,	,	PUNCT
easat-9367	168	13	as	as	SCONJ
easat-9367	168	14	derived	derive	VERB
easat-9367	168	15	from	from	ADP
easat-9367	168	16	the	the	DET
easat-9367	168	17	mf	mf	PROPN
easat-9367	168	18	-	-	PUNCT
easat-9367	168	19	dcca	dcca	ADJ
easat-9367	168	20	approach	approach	NOUN
easat-9367	168	21	,	,	PUNCT
easat-9367	168	22	is	be	AUX
easat-9367	168	23	closely	closely	ADV
easat-9367	168	24	linked	link	VERB
easat-9367	168	25	to	to	ADP
easat-9367	168	26	the	the	DET
easat-9367	168	27	multifractal	multifractal	ADJ
easat-9367	168	28	scaling	scaling	ADJ
easat-9367	168	29	exponent	exponent	NOUN
easat-9367	168	30	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-9367	168	31	)	)	PUNCT
easat-9367	168	32	,	,	PUNCT
easat-9367	168	33	also	also	ADV
easat-9367	168	34	referred	refer	VERB
easat-9367	168	35	to	to	ADP
easat-9367	168	36	as	as	ADP
easat-9367	168	37	the	the	DET
easat-9367	168	38	rényi	rényi	NOUN
easat-9367	168	39	exponent	exponent	NOUN
easat-9367	168	40	:	:	PUNCT
easat-9367	168	41	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	X
easat-9367	168	42	)	)	PUNCT
easat-9367	168	43	=	=	SYM
easat-9367	168	44	𝑞.𝐻𝑋𝑌(𝑞	𝑞.𝐻𝑋𝑌(𝑞	PROPN
easat-9367	168	45	)	)	PUNCT
easat-9367	168	46	−	−	NOUN
easat-9367	168	47	1	1	NUM
easat-9367	168	48	(	(	PUNCT
easat-9367	168	49	6	6	NUM
easat-9367	168	50	)	)	PUNCT
easat-9367	168	51	when	when	SCONJ
easat-9367	168	52	the	the	DET
easat-9367	168	53	rényi	rényi	NOUN
easat-9367	168	54	exponent	exponent	NOUN
easat-9367	168	55	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	PUNCT
easat-9367	168	56	)	)	PUNCT
easat-9367	168	57	exhibits	exhibit	VERB
easat-9367	168	58	a	a	DET
easat-9367	168	59	nonlinear	nonlinear	ADJ
easat-9367	168	60	dependence	dependence	NOUN
easat-9367	168	61	on	on	ADP
easat-9367	168	62	𝑞	𝑞	PROPN
easat-9367	168	63	,	,	PUNCT
easat-9367	168	64	it	it	PRON
easat-9367	168	65	indicates	indicate	VERB
easat-9367	168	66	that	that	SCONJ
easat-9367	168	67	the	the	DET
easat-9367	168	68	crosscorrelation	crosscorrelation	NOUN
easat-9367	168	69	between	between	ADP
easat-9367	168	70	the	the	DET
easat-9367	168	71	two	two	NUM
easat-9367	168	72	-	-	PUNCT
easat-9367	168	73	time	time	NOUN
easat-9367	168	74	series	series	NOUN
easat-9367	168	75	has	have	VERB
easat-9367	168	76	multifractal	multifractal	ADJ
easat-9367	168	77	characteristics	characteristic	NOUN
easat-9367	168	78	.	.	PUNCT
easat-9367	169	1	in	in	ADP
easat-9367	169	2	contrast	contrast	NOUN
easat-9367	169	3	,	,	PUNCT
easat-9367	169	4	a	a	DET
easat-9367	169	5	linear	linear	ADJ
easat-9367	169	6	relationship	relationship	NOUN
easat-9367	169	7	between	between	ADP
easat-9367	169	8	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NOUN
easat-9367	169	9	)	)	PUNCT
easat-9367	169	10	and	and	CCONJ
easat-9367	169	11	𝑞	𝑞	PROPN
easat-9367	169	12	suggests	suggest	VERB
easat-9367	169	13	monofractal	monofractal	ADJ
easat-9367	169	14	behavior	behavior	NOUN
easat-9367	169	15	.	.	PUNCT
easat-9367	170	1	another	another	DET
easat-9367	170	2	effective	effective	ADJ
easat-9367	170	3	approach	approach	NOUN
easat-9367	170	4	to	to	PART
easat-9367	170	5	describe	describe	VERB
easat-9367	170	6	the	the	DET
easat-9367	170	7	multifractality	multifractality	NOUN
easat-9367	170	8	of	of	ADP
easat-9367	170	9	cross	cross	NOUN
easat-9367	170	10	-	-	NOUN
easat-9367	170	11	correlations	correlation	NOUN
easat-9367	170	12	is	be	AUX
easat-9367	170	13	by	by	ADP
easat-9367	170	14	analyzing	analyze	VERB
easat-9367	170	15	the	the	DET
easat-9367	170	16	hölder	hölder	NOUN
easat-9367	170	17	spectrum	spectrum	NOUN
easat-9367	170	18	,	,	PUNCT
easat-9367	170	19	also	also	ADV
easat-9367	170	20	known	know	VERB
easat-9367	170	21	as	as	ADP
easat-9367	170	22	the	the	DET
easat-9367	170	23	singularity	singularity	NOUN
easat-9367	170	24	spectrum	spectrum	NOUN
easat-9367	170	25	𝑓𝑋𝑌(𝛼𝑋𝑌	𝑓𝑋𝑌(𝛼𝑋𝑌	PROPN
easat-9367	170	26	)	)	PUNCT
easat-9367	170	27	,	,	PUNCT
easat-9367	170	28	which	which	PRON
easat-9367	170	29	is	be	AUX
easat-9367	170	30	defined	define	VERB
easat-9367	170	31	in	in	ADP
easat-9367	170	32	terms	term	NOUN
easat-9367	170	33	of	of	ADP
easat-9367	170	34	the	the	DET
easat-9367	170	35	hölder	hölder	NOUN
easat-9367	170	36	exponent	exponent	NOUN
easat-9367	170	37	𝛼𝑋𝑌.	𝛼𝑋𝑌.	NOUN
easat-9367	170	38	this	this	DET
easat-9367	170	39	spectrum	spectrum	NOUN
easat-9367	170	40	is	be	AUX
easat-9367	170	41	mathematically	mathematically	ADV
easat-9367	170	42	connected	connect	VERB
easat-9367	170	43	to	to	ADP
easat-9367	170	44	the	the	DET
easat-9367	170	45	rényi	rényi	NOUN
easat-9367	170	46	exponent	exponent	NOUN
easat-9367	170	47	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-9367	170	48	)	)	PUNCT
easat-9367	170	49	via	via	ADP
easat-9367	170	50	the	the	DET
easat-9367	170	51	legendre	legendre	PROPN
easat-9367	170	52	transform	transform	PROPN
easat-9367	170	53	:	:	PUNCT
easat-9367	170	54	{	{	PUNCT
easat-9367	170	55	𝛼𝑋𝑌	𝛼𝑋𝑌	VERB
easat-9367	170	56	=	=	PUNCT
easat-9367	171	1	𝜏𝑋𝑌	𝜏𝑋𝑌	NOUN
easat-9367	171	2	′	′	NUM
easat-9367	171	3	(	(	PUNCT
easat-9367	171	4	𝑞	𝑞	NOUN
easat-9367	171	5	)	)	PUNCT
easat-9367	171	6	𝑓𝑋𝑌(𝛼𝑋𝑌	𝑓𝑋𝑌(𝛼𝑋𝑌	PROPN
easat-9367	171	7	)	)	PUNCT
easat-9367	171	8	=	=	PUNCT
easat-9367	172	1	𝑞.	𝑞.	NOUN
easat-9367	172	2	𝛼𝑋𝑌	𝛼𝑋𝑌	PROPN
easat-9367	172	3	−	−	PROPN
easat-9367	172	4	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-9367	172	5	)	)	PUNCT
easat-9367	172	6	(	(	PUNCT
easat-9367	172	7	7	7	X
easat-9367	172	8	)	)	PUNCT
easat-9367	172	9	where	where	SCONJ
easat-9367	172	10	𝜏𝑋𝑌	𝜏𝑋𝑌	NOUN
easat-9367	172	11	′	′	NUM
easat-9367	172	12	(	(	PUNCT
easat-9367	172	13	𝑞	𝑞	NOUN
easat-9367	172	14	)	)	PUNCT
easat-9367	172	15	represents	represent	VERB
easat-9367	172	16	the	the	DET
easat-9367	172	17	first	first	ADJ
easat-9367	172	18	derivative	derivative	NOUN
easat-9367	172	19	of	of	ADP
easat-9367	172	20	the	the	DET
easat-9367	172	21	function	function	NOUN
easat-9367	172	22	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-9367	172	23	)	)	PUNCT
easat-9367	172	24	.	.	PUNCT
easat-9367	173	1	the	the	DET
easat-9367	173	2	exponent	exponent	PROPN
easat-9367	173	3	𝛼𝑋𝑌	𝛼𝑋𝑌	PROPN
easat-9367	173	4	describes	describe	VERB
easat-9367	173	5	the	the	DET
easat-9367	173	6	strength	strength	NOUN
easat-9367	173	7	of	of	ADP
easat-9367	173	8	the	the	DET
easat-9367	173	9	singularities	singularity	NOUN
easat-9367	173	10	.	.	PUNCT
easat-9367	174	1	when	when	SCONJ
easat-9367	174	2	the	the	DET
easat-9367	174	3	cross	cross	NOUN
easat-9367	174	4	-	-	NOUN
easat-9367	174	5	correlation	correlation	NOUN
easat-9367	174	6	between	between	ADP
easat-9367	174	7	the	the	DET
easat-9367	174	8	two	two	NUM
easat-9367	174	9	series	series	NOUN
easat-9367	174	10	exhibits	exhibit	VERB
easat-9367	174	11	multifractal	multifractal	ADJ
easat-9367	174	12	behavior	behavior	NOUN
easat-9367	174	13	,	,	PUNCT
easat-9367	174	14	the	the	DET
easat-9367	174	15	singularity	singularity	NOUN
easat-9367	174	16	spectrum	spectrum	NOUN
easat-9367	174	17	𝑓𝑋𝑌(𝛼𝑋𝑌	𝑓𝑋𝑌(𝛼𝑋𝑌	NOUN
easat-9367	174	18	)	)	PUNCT
easat-9367	174	19	typically	typically	ADV
easat-9367	174	20	forms	form	VERB
easat-9367	174	21	a	a	DET
easat-9367	174	22	concave	concave	NOUN
easat-9367	174	23	,	,	PUNCT
easat-9367	174	24	bell	bell	NOUN
easat-9367	174	25	-	-	PUNCT
easat-9367	174	26	shaped	shape	VERB
easat-9367	174	27	curve	curve	NOUN
easat-9367	174	28	.	.	PUNCT
easat-9367	175	1	the	the	DET
easat-9367	175	2	extent	extent	NOUN
easat-9367	175	3	of	of	ADP
easat-9367	175	4	multifractality	multifractality	NOUN
easat-9367	175	5	between	between	ADP
easat-9367	175	6	the	the	DET
easat-9367	175	7	series	series	NOUN
easat-9367	175	8	can	can	AUX
easat-9367	175	9	be	be	AUX
easat-9367	175	10	quantified	quantify	VERB
easat-9367	175	11	by	by	ADP
easat-9367	175	12	the	the	DET
easat-9367	175	13	range	range	NOUN
easat-9367	175	14	δ𝐻𝑋𝑌	δ𝐻𝑋𝑌	PROPN
easat-9367	175	15	,	,	PUNCT
easat-9367	175	16	which	which	PRON
easat-9367	175	17	is	be	AUX
easat-9367	175	18	the	the	DET
easat-9367	175	19	difference	difference	NOUN
easat-9367	175	20	between	between	ADP
easat-9367	175	21	the	the	DET
easat-9367	175	22	minimum	minimum	ADJ
easat-9367	175	23	and	and	CCONJ
easat-9367	175	24	maximum	maximum	ADJ
easat-9367	175	25	values	value	NOUN
easat-9367	175	26	,	,	PUNCT
easat-9367	175	27	or	or	CCONJ
easat-9367	175	28	equivalently	equivalently	ADV
easat-9367	175	29	,	,	PUNCT
easat-9367	175	30	by	by	ADP
easat-9367	175	31	the	the	DET
easat-9367	175	32	width	width	NOUN
easat-9367	175	33	of	of	ADP
easat-9367	175	34	the	the	DET
easat-9367	175	35	spectrum	spectrum	NOUN
easat-9367	175	36	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-9367	175	37	defined	define	VERB
easat-9367	175	38	as	as	SCONJ
easat-9367	175	39	follows	follow	VERB
easat-9367	175	40	:	:	PUNCT
easat-9367	175	41	{	{	PUNCT
easat-9367	175	42	δ𝐻𝑋𝑌	δ𝐻𝑋𝑌	X
easat-9367	175	43	=	=	PUNCT
easat-9367	175	44	𝐻𝑋𝑌−𝑀𝑎𝑥	𝐻𝑋𝑌−𝑀𝑎𝑥	NOUN
easat-9367	175	45	−𝐻𝑋𝑌−𝑀𝑖𝑛	−𝐻𝑋𝑌−𝑀𝑖𝑛	X
easat-9367	175	46	=	=	SYM
easat-9367	175	47	𝐻𝑋𝑌(𝑞𝑚𝑖𝑛	𝐻𝑋𝑌(𝑞𝑚𝑖𝑛	PROPN
easat-9367	175	48	)	)	PUNCT
easat-9367	175	49	−	−	ADP
easat-9367	175	50	𝐻𝑋𝑌(𝑞𝑚𝑎𝑥	𝐻𝑋𝑌(𝑞𝑚𝑎𝑥	NOUN
easat-9367	175	51	)	)	PUNCT
easat-9367	175	52	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PUNCT
easat-9367	175	53	=	=	PUNCT
easat-9367	176	1	𝛼𝑋𝑌−𝑚𝑎𝑥	𝛼𝑋𝑌−𝑚𝑎𝑥	PRON
easat-9367	176	2	−	−	NOUN
easat-9367	176	3	𝛼𝑋𝑌−𝑚𝑖𝑛	𝛼𝑋𝑌−𝑚𝑖𝑛	PROPN
easat-9367	176	4	(	(	PUNCT
easat-9367	176	5	8)	8)	NUM
easat-9367	176	6	greater	great	ADJ
easat-9367	176	7	values	value	NOUN
easat-9367	176	8	of	of	ADP
easat-9367	176	9	δ𝐻𝑋𝑌	δ𝐻𝑋𝑌	PROPN
easat-9367	176	10	and	and	CCONJ
easat-9367	176	11	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-9367	176	12	signify	signify	VERB
easat-9367	176	13	a	a	DET
easat-9367	176	14	higher	high	ADJ
easat-9367	176	15	level	level	NOUN
easat-9367	176	16	of	of	ADP
easat-9367	176	17	multifractality	multifractality	NOUN
easat-9367	176	18	.	.	PUNCT
easat-9367	177	1	3.2.2	3.2.2	NUM
easat-9367	177	2	.	.	PUNCT
easat-9367	178	1	cross	cross	ADJ
easat-9367	178	2	-	-	ADJ
easat-9367	178	3	correlation	correlation	ADJ
easat-9367	178	4	significance	significance	NOUN
easat-9367	178	5	test	test	NOUN
easat-9367	178	6	as	as	ADP
easat-9367	178	7	an	an	DET
easat-9367	178	8	initial	initial	ADJ
easat-9367	178	9	step	step	NOUN
easat-9367	178	10	,	,	PUNCT
easat-9367	178	11	it	it	PRON
easat-9367	178	12	is	be	AUX
easat-9367	178	13	helpful	helpful	ADJ
easat-9367	178	14	to	to	PART
easat-9367	178	15	qualitatively	qualitatively	ADV
easat-9367	178	16	assess	assess	VERB
easat-9367	178	17	whether	whether	SCONJ
easat-9367	178	18	cross	cros	NOUN
easat-9367	178	19	-	-	NOUN
easat-9367	178	20	correlations	correlation	NOUN
easat-9367	178	21	exist	exist	VERB
easat-9367	178	22	between	between	ADP
easat-9367	178	23	the	the	DET
easat-9367	178	24	series	series	NOUN
easat-9367	178	25	.	.	PUNCT
easat-9367	179	1	for	for	ADP
easat-9367	179	2	this	this	DET
easat-9367	179	3	purpose	purpose	NOUN
easat-9367	179	4	,	,	PUNCT
easat-9367	179	5	podobnik	podobnik	PROPN
easat-9367	179	6	,	,	PUNCT
easat-9367	179	7	et	et	PROPN
easat-9367	179	8	al	al	PROPN
easat-9367	179	9	.	.	PUNCT
easat-9367	180	1	[	[	X
easat-9367	180	2	25	25	NUM
easat-9367	180	3	]	]	PUNCT
easat-9367	180	4	introduced	introduce	VERB
easat-9367	180	5	the	the	DET
easat-9367	180	6	𝑄𝐶𝐶	𝑄𝐶𝐶	PROPN
easat-9367	180	7	statistical	statistical	ADJ
easat-9367	180	8	test	test	NOUN
easat-9367	180	9	.	.	PUNCT
easat-9367	181	1	consider	consider	VERB
easat-9367	181	2	two	two	NUM
easat-9367	181	3	time	time	NOUN
easat-9367	181	4	series	series	NOUN
easat-9367	181	5	(	(	PUNCT
easat-9367	181	6	𝑋𝑡)1≤𝑡≤𝑁	𝑋𝑡)1≤𝑡≤𝑁	PROPN
easat-9367	181	7	and	and	CCONJ
easat-9367	181	8	(	(	PUNCT
easat-9367	181	9	𝑌𝑡)1≤𝑡≤𝑁	𝑌𝑡)1≤𝑡≤𝑁	PROPN
easat-9367	181	10	,	,	PUNCT
easat-9367	181	11	each	each	PRON
easat-9367	181	12	of	of	ADP
easat-9367	181	13	length	length	NOUN
easat-9367	181	14	𝑁.	𝑁.	PROPN
easat-9367	181	15	the	the	DET
easat-9367	181	16	authors	author	NOUN
easat-9367	181	17	defined	define	VERB
easat-9367	181	18	the	the	DET
easat-9367	181	19	cross	cross	ADJ
easat-9367	181	20	-	-	ADJ
easat-9367	181	21	correlation	correlation	ADJ
easat-9367	181	22	function	function	NOUN
easat-9367	181	23	𝐶𝑖	𝐶𝑖	PROPN
easat-9367	181	24	,	,	PUNCT
easat-9367	181	25	for	for	ADP
easat-9367	181	26	1	1	NUM
easat-9367	181	27	≤	≤	NUM
easat-9367	181	28	𝑖	𝑖	PUNCT
easat-9367	181	29	≤	≤	NOUN
easat-9367	182	1	𝑁	𝑁	ADP
easat-9367	182	2	−	−	NOUN
easat-9367	182	3	1	1	NUM
easat-9367	182	4	,	,	PUNCT
easat-9367	182	5	as	as	SCONJ
easat-9367	182	6	follows	follow	VERB
easat-9367	182	7	:	:	PUNCT
easat-9367	182	8	𝐶𝑖	𝐶𝑖	PROPN
easat-9367	182	9	=	=	PUNCT
easat-9367	182	10	∑	∑	PRON
easat-9367	182	11	𝑋𝑘.𝑌𝑘−1	𝑋𝑘.𝑌𝑘−1	NOUN
easat-9367	182	12	𝑁	𝑁	PROPN
easat-9367	182	13	𝑘=𝑖+1	𝑘=𝑖+1	VERB
easat-9367	182	14	√∑	√∑	VERB
easat-9367	182	15	𝑋𝑘	𝑋𝑘	ADP
easat-9367	182	16	2𝑁	2𝑁	NOUN
easat-9367	182	17	𝑘=1	𝑘=1	NOUN
easat-9367	182	18	.	.	PUNCT
easat-9367	183	1	∑	∑	PUNCT
easat-9367	183	2	𝑌𝑘	𝑌𝑘	PROPN
easat-9367	183	3	2𝑁	2𝑁	NOUN
easat-9367	184	1	𝑘=1	𝑘=1	X
easat-9367	185	1	(	(	PUNCT
easat-9367	185	2	9	9	X
easat-9367	185	3	)	)	PUNCT
easat-9367	185	4	the	the	DET
easat-9367	185	5	cross	cross	ADJ
easat-9367	185	6	-	-	ADJ
easat-9367	185	7	correlation	correlation	ADJ
easat-9367	185	8	statistic	statistic	NOUN
easat-9367	185	9	𝑄𝐶𝐶	𝑄𝐶𝐶	PROPN
easat-9367	185	10	is	be	AUX
easat-9367	185	11	defined	define	VERB
easat-9367	185	12	for	for	ADP
easat-9367	185	13	1	1	NUM
easat-9367	185	14	≤	≤	NUM
easat-9367	185	15	𝑠	𝑠	DET
easat-9367	185	16	≤	≤	NOUN
easat-9367	186	1	𝑁	𝑁	ADJ
easat-9367	186	2	−	−	NOUN
easat-9367	186	3	1	1	NUM
easat-9367	186	4	as	as	SCONJ
easat-9367	186	5	follows	follow	VERB
easat-9367	186	6	:	:	PUNCT
easat-9367	186	7	592	592	NUM
easat-9367	186	8	edelweiss	edelweiss	PROPN
easat-9367	186	9	applied	apply	VERB
easat-9367	186	10	science	science	NOUN
easat-9367	186	11	and	and	CCONJ
easat-9367	186	12	technology	technology	NOUN
easat-9367	186	13	issn	issn	PROPN
easat-9367	186	14	:	:	PUNCT
easat-9367	186	15	2576	2576	NUM
easat-9367	186	16	-	-	SYM
easat-9367	186	17	8484	8484	NUM
easat-9367	186	18	vol	vol	NOUN
easat-9367	186	19	.	.	PROPN
easat-9367	186	20	9	9	NUM
easat-9367	186	21	,	,	PUNCT
easat-9367	186	22	no	no	INTJ
easat-9367	186	23	.	.	NOUN
easat-9367	186	24	8	8	NUM
easat-9367	186	25	:	:	PUNCT
easat-9367	186	26	586	586	NUM
easat-9367	186	27	-	-	SYM
easat-9367	186	28	606	606	NUM
easat-9367	186	29	,	,	PUNCT
easat-9367	186	30	2025	2025	NUM
easat-9367	186	31	doi	doi	NOUN
easat-9367	186	32	:	:	PUNCT
easat-9367	186	33	10.55214/2576	10.55214/2576	NUM
easat-9367	186	34	-	-	SYM
easat-9367	186	35	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	186	36	©	©	PROPN
easat-9367	186	37	2025	2025	NUM
easat-9367	186	38	by	by	ADP
easat-9367	186	39	the	the	DET
easat-9367	186	40	authors	author	NOUN
easat-9367	186	41	;	;	PUNCT
easat-9367	186	42	licensee	licensee	PROPN
easat-9367	186	43	learning	learn	VERB
easat-9367	186	44	gate	gate	NOUN
easat-9367	186	45	𝑄𝐶𝐶(𝑠	𝑄𝐶𝐶(𝑠	PROPN
easat-9367	186	46	)	)	PUNCT
easat-9367	187	1	=	=	SYM
easat-9367	188	1	𝑁	𝑁	PROPN
easat-9367	188	2	2.∑	2.∑	NUM
easat-9367	188	3	𝐶𝑖	𝐶𝑖	PROPN
easat-9367	188	4	2	2	NUM
easat-9367	188	5	𝑁	𝑁	PROPN
easat-9367	188	6	−	−	PROPN
easat-9367	188	7	𝑠	𝑠	INTJ
easat-9367	188	8	𝑠	𝑠	INTJ
easat-9367	188	9	𝑖=1	𝑖=1	PROPN
easat-9367	188	10	(	(	PUNCT
easat-9367	188	11	10	10	NUM
easat-9367	188	12	)	)	PUNCT
easat-9367	188	13	podobnik	podobnik	NOUN
easat-9367	188	14	,	,	PUNCT
easat-9367	188	15	et	et	PROPN
easat-9367	188	16	al	al	PROPN
easat-9367	188	17	.	.	PUNCT
easat-9367	189	1	[	[	X
easat-9367	189	2	25	25	NUM
easat-9367	189	3	]	]	PUNCT
easat-9367	189	4	showed	show	VERB
easat-9367	189	5	that	that	SCONJ
easat-9367	189	6	the	the	DET
easat-9367	189	7	statistic	statistic	NOUN
easat-9367	189	8	𝑄𝐶𝐶(𝑠	𝑄𝐶𝐶(𝑠	PROPN
easat-9367	189	9	)	)	PUNCT
easat-9367	189	10	approximately	approximately	ADV
easat-9367	189	11	follows	follow	VERB
easat-9367	189	12	a	a	DET
easat-9367	189	13	chi	chi	ADJ
easat-9367	189	14	-	-	PUNCT
easat-9367	189	15	square	square	ADJ
easat-9367	189	16	distribution	distribution	NOUN
easat-9367	189	17	with	with	ADP
easat-9367	189	18	𝑠	𝑠	PROPN
easat-9367	189	19	degrees	degree	NOUN
easat-9367	189	20	of	of	ADP
easat-9367	189	21	freedom	freedom	NOUN
easat-9367	189	22	.	.	PUNCT
easat-9367	190	1	this	this	DET
easat-9367	190	2	test	test	NOUN
easat-9367	190	3	can	can	AUX
easat-9367	190	4	be	be	AUX
easat-9367	190	5	applied	apply	VERB
easat-9367	190	6	to	to	PART
easat-9367	190	7	evaluate	evaluate	VERB
easat-9367	190	8	the	the	DET
easat-9367	190	9	null	null	ADJ
easat-9367	190	10	hypothesis	hypothesis	NOUN
easat-9367	190	11	that	that	SCONJ
easat-9367	190	12	none	none	NOUN
easat-9367	190	13	of	of	ADP
easat-9367	190	14	the	the	DET
easat-9367	190	15	first	first	ADJ
easat-9367	190	16	sss	sss	PROPN
easat-9367	190	17	cross	cross	ADJ
easat-9367	190	18	-	-	ADJ
easat-9367	190	19	correlation	correlation	ADJ
easat-9367	190	20	coefficients	coefficient	NOUN
easat-9367	190	21	differ	differ	VERB
easat-9367	190	22	significantly	significantly	ADV
easat-9367	190	23	from	from	ADP
easat-9367	190	24	zero	zero	NUM
easat-9367	190	25	.	.	PUNCT
easat-9367	191	1	the	the	DET
easat-9367	191	2	authors	author	NOUN
easat-9367	191	3	suggested	suggest	VERB
easat-9367	191	4	plotting	plot	VERB
easat-9367	191	5	𝑄𝐶𝐶(𝑠	𝑄𝐶𝐶(𝑠	NUM
easat-9367	191	6	)	)	PUNCT
easat-9367	191	7	against	against	ADP
easat-9367	191	8	the	the	DET
easat-9367	191	9	corresponding	corresponding	ADJ
easat-9367	191	10	chi	chi	ADJ
easat-9367	191	11	-	-	PUNCT
easat-9367	191	12	square	square	ADJ
easat-9367	191	13	critical	critical	ADJ
easat-9367	191	14	values	value	NOUN
easat-9367	191	15	𝜒2(𝑠	𝜒2(𝑠	NOUN
easat-9367	191	16	)	)	PUNCT
easat-9367	191	17	over	over	ADP
easat-9367	191	18	a	a	DET
easat-9367	191	19	wide	wide	ADJ
easat-9367	191	20	range	range	NOUN
easat-9367	191	21	of	of	ADP
easat-9367	191	22	degrees	degree	NOUN
easat-9367	191	23	of	of	ADP
easat-9367	191	24	freedom	freedom	NOUN
easat-9367	191	25	𝑠.	𝑠.	NOUN
easat-9367	191	26	if	if	SCONJ
easat-9367	191	27	𝑄𝐶𝐶(𝑠	𝑄𝐶𝐶(𝑠	NUM
easat-9367	191	28	)	)	PUNCT
easat-9367	191	29	consistently	consistently	ADV
easat-9367	191	30	exceeds	exceed	VERB
easat-9367	191	31	the	the	DET
easat-9367	191	32	critical	critical	ADJ
easat-9367	191	33	values	value	NOUN
easat-9367	191	34	at	at	ADP
easat-9367	191	35	a	a	DET
easat-9367	191	36	95	95	NUM
easat-9367	191	37	%	%	NOUN
easat-9367	191	38	confidence	confidence	NOUN
easat-9367	191	39	level	level	NOUN
easat-9367	191	40	across	across	ADP
easat-9367	191	41	many	many	ADJ
easat-9367	191	42	𝑠	𝑠	NOUN
easat-9367	191	43	,	,	PUNCT
easat-9367	191	44	it	it	PRON
easat-9367	191	45	indicates	indicate	VERB
easat-9367	191	46	the	the	DET
easat-9367	191	47	presence	presence	NOUN
easat-9367	191	48	of	of	ADP
easat-9367	191	49	significant	significant	ADJ
easat-9367	191	50	and	and	CCONJ
easat-9367	191	51	potentially	potentially	ADV
easat-9367	191	52	long	long	ADJ
easat-9367	191	53	-	-	PUNCT
easat-9367	191	54	range	range	NOUN
easat-9367	191	55	cross	cross	NOUN
easat-9367	191	56	-	-	NOUN
easat-9367	191	57	correlations	correlation	NOUN
easat-9367	191	58	.	.	PUNCT
easat-9367	192	1	nevertheless	nevertheless	ADV
easat-9367	192	2	,	,	PUNCT
easat-9367	192	3	since	since	SCONJ
easat-9367	192	4	this	this	DET
easat-9367	192	5	test	test	NOUN
easat-9367	192	6	statistic	statistic	NOUN
easat-9367	192	7	is	be	AUX
easat-9367	192	8	based	base	VERB
easat-9367	192	9	on	on	ADP
easat-9367	192	10	correlation	correlation	NOUN
easat-9367	192	11	coefficients	coefficient	NOUN
easat-9367	192	12	,	,	PUNCT
easat-9367	192	13	it	it	PRON
easat-9367	192	14	primarily	primarily	ADV
easat-9367	192	15	measures	measure	VERB
easat-9367	192	16	linear	linear	VERB
easat-9367	192	17	cross	cross	NOUN
easat-9367	192	18	-	-	NOUN
easat-9367	192	19	correlations	correlation	NOUN
easat-9367	192	20	.	.	PUNCT
easat-9367	193	1	as	as	SCONJ
easat-9367	193	2	noted	note	VERB
easat-9367	193	3	by	by	ADP
easat-9367	193	4	podobnik	podobnik	PROPN
easat-9367	193	5	,	,	PUNCT
easat-9367	193	6	et	et	PROPN
easat-9367	193	7	al	al	PROPN
easat-9367	193	8	.	.	PUNCT
easat-9367	194	1	[	[	X
easat-9367	194	2	25	25	NUM
easat-9367	194	3	]	]	PUNCT
easat-9367	194	4	this	this	DET
easat-9367	194	5	test	test	NOUN
easat-9367	194	6	should	should	AUX
easat-9367	194	7	be	be	AUX
easat-9367	194	8	employed	employ	VERB
easat-9367	194	9	only	only	ADV
easat-9367	194	10	as	as	ADP
easat-9367	194	11	a	a	DET
easat-9367	194	12	qualitative	qualitative	ADJ
easat-9367	194	13	tool	tool	NOUN
easat-9367	194	14	to	to	PART
easat-9367	194	15	detect	detect	VERB
easat-9367	194	16	the	the	DET
easat-9367	194	17	existence	existence	NOUN
easat-9367	194	18	of	of	ADP
easat-9367	194	19	cross	cross	NOUN
easat-9367	194	20	-	-	NOUN
easat-9367	194	21	correlations	correlation	NOUN
easat-9367	194	22	.	.	PUNCT
easat-9367	195	1	3.2.3	3.2.3	X
easat-9367	195	2	.	.	PUNCT
easat-9367	195	3	origins	origin	NOUN
easat-9367	195	4	of	of	ADP
easat-9367	195	5	multifractal	multifractal	ADJ
easat-9367	195	6	cross	cross	NOUN
easat-9367	195	7	-	-	NOUN
easat-9367	195	8	correlations	correlation	NOUN
easat-9367	195	9	it	it	PRON
easat-9367	195	10	is	be	AUX
easat-9367	195	11	widely	widely	ADV
easat-9367	195	12	recognized	recognize	VERB
easat-9367	195	13	that	that	DET
easat-9367	195	14	multifractality	multifractality	NOUN
easat-9367	195	15	in	in	ADP
easat-9367	195	16	the	the	DET
easat-9367	195	17	cross	cross	NOUN
easat-9367	195	18	-	-	NOUN
easat-9367	195	19	correlations	correlation	NOUN
easat-9367	195	20	of	of	ADP
easat-9367	195	21	bivariate	bivariate	ADJ
easat-9367	195	22	time	time	NOUN
easat-9367	195	23	series	series	PROPN
easat-9367	195	24	mainly	mainly	ADV
easat-9367	195	25	arises	arise	VERB
easat-9367	195	26	from	from	ADP
easat-9367	195	27	two	two	NUM
easat-9367	195	28	sources	source	NOUN
easat-9367	195	29	:	:	PUNCT
easat-9367	195	30	long	long	ADJ
easat-9367	195	31	-	-	PUNCT
easat-9367	195	32	term	term	NOUN
easat-9367	195	33	temporal	temporal	ADJ
easat-9367	195	34	cross	cross	NOUN
easat-9367	195	35	-	-	NOUN
easat-9367	195	36	correlations	correlation	NOUN
easat-9367	195	37	and	and	CCONJ
easat-9367	195	38	heavy	heavy	ADV
easat-9367	195	39	-	-	PUNCT
easat-9367	195	40	tailed	tail	VERB
easat-9367	195	41	probability	probability	NOUN
easat-9367	195	42	distributions	distribution	NOUN
easat-9367	195	43	.	.	PUNCT
easat-9367	196	1	to	to	PART
easat-9367	196	2	assess	assess	VERB
easat-9367	196	3	the	the	DET
easat-9367	196	4	relative	relative	ADJ
easat-9367	196	5	impact	impact	NOUN
easat-9367	196	6	of	of	ADP
easat-9367	196	7	these	these	DET
easat-9367	196	8	factors	factor	NOUN
easat-9367	196	9	on	on	ADP
easat-9367	196	10	the	the	DET
easat-9367	196	11	overall	overall	ADJ
easat-9367	196	12	multifractal	multifractal	ADJ
easat-9367	196	13	behavior	behavior	NOUN
easat-9367	196	14	,	,	PUNCT
easat-9367	196	15	two	two	NUM
easat-9367	196	16	data	data	NOUN
easat-9367	196	17	transformations	transformation	NOUN
easat-9367	196	18	are	be	AUX
easat-9367	196	19	commonly	commonly	ADV
easat-9367	196	20	employed	employ	VERB
easat-9367	196	21	on	on	ADP
easat-9367	196	22	the	the	DET
easat-9367	196	23	original	original	ADJ
easat-9367	196	24	return	return	NOUN
easat-9367	196	25	series	series	NOUN
easat-9367	196	26	:	:	PUNCT
easat-9367	196	27	random	random	ADJ
easat-9367	196	28	permutation	permutation	NOUN
easat-9367	196	29	(	(	PUNCT
easat-9367	196	30	shuffling	shuffle	VERB
easat-9367	196	31	)	)	PUNCT
easat-9367	196	32	and	and	CCONJ
easat-9367	196	33	phase	phase	NOUN
easat-9367	196	34	randomization	randomization	NOUN
easat-9367	196	35	(	(	PUNCT
easat-9367	196	36	surrogate	surrogate	ADJ
easat-9367	196	37	data	data	NOUN
easat-9367	196	38	generation	generation	NOUN
easat-9367	196	39	)	)	PUNCT
easat-9367	196	40	.	.	PUNCT
easat-9367	197	1	random	random	ADJ
easat-9367	197	2	permutation	permutation	NOUN
easat-9367	197	3	rearranges	rearrange	VERB
easat-9367	197	4	the	the	DET
easat-9367	197	5	order	order	NOUN
easat-9367	197	6	of	of	ADP
easat-9367	197	7	the	the	DET
easat-9367	197	8	return	return	NOUN
easat-9367	197	9	series	series	NOUN
easat-9367	197	10	,	,	PUNCT
easat-9367	197	11	preserving	preserve	VERB
easat-9367	197	12	the	the	DET
easat-9367	197	13	distribution	distribution	NOUN
easat-9367	197	14	of	of	ADP
easat-9367	197	15	values	value	NOUN
easat-9367	197	16	and	and	CCONJ
easat-9367	197	17	moments	moment	NOUN
easat-9367	197	18	while	while	SCONJ
easat-9367	197	19	effectively	effectively	ADV
easat-9367	197	20	removing	remove	VERB
easat-9367	197	21	any	any	DET
easat-9367	197	22	long	long	ADJ
easat-9367	197	23	-	-	PUNCT
easat-9367	197	24	range	range	NOUN
easat-9367	197	25	temporal	temporal	ADJ
easat-9367	197	26	dependencies	dependency	NOUN
easat-9367	197	27	.	.	PUNCT
easat-9367	198	1	consequently	consequently	ADV
easat-9367	198	2	,	,	PUNCT
easat-9367	198	3	the	the	DET
easat-9367	198	4	shuffled	shuffle	VERB
easat-9367	198	5	data	datum	NOUN
easat-9367	198	6	retain	retain	VERB
easat-9367	198	7	the	the	DET
easat-9367	198	8	original	original	ADJ
easat-9367	198	9	distribution	distribution	NOUN
easat-9367	198	10	but	but	CCONJ
easat-9367	198	11	lose	lose	VERB
easat-9367	198	12	all	all	DET
easat-9367	198	13	temporal	temporal	ADJ
easat-9367	198	14	correlations	correlation	NOUN
easat-9367	198	15	or	or	CCONJ
easat-9367	198	16	memory	memory	NOUN
easat-9367	198	17	effects	effect	NOUN
easat-9367	198	18	.	.	PUNCT
easat-9367	199	1	phase	phase	NOUN
easat-9367	199	2	randomization	randomization	NOUN
easat-9367	199	3	,	,	PUNCT
easat-9367	199	4	on	on	ADP
easat-9367	199	5	the	the	DET
easat-9367	199	6	other	other	ADJ
easat-9367	199	7	hand	hand	NOUN
easat-9367	199	8	,	,	PUNCT
easat-9367	199	9	disrupts	disrupt	VERB
easat-9367	199	10	long	long	ADJ
easat-9367	199	11	-	-	PUNCT
easat-9367	199	12	term	term	NOUN
easat-9367	199	13	correlations	correlation	NOUN
easat-9367	199	14	by	by	ADP
easat-9367	199	15	randomly	randomly	ADV
easat-9367	199	16	altering	alter	VERB
easat-9367	199	17	the	the	DET
easat-9367	199	18	phases	phase	NOUN
easat-9367	199	19	of	of	ADP
easat-9367	199	20	the	the	DET
easat-9367	199	21	time	time	NOUN
easat-9367	199	22	series	series	NOUN
easat-9367	199	23	in	in	ADP
easat-9367	199	24	the	the	DET
easat-9367	199	25	frequency	frequency	NOUN
easat-9367	199	26	domain	domain	NOUN
easat-9367	199	27	,	,	PUNCT
easat-9367	199	28	while	while	SCONJ
easat-9367	199	29	maintaining	maintain	VERB
easat-9367	199	30	the	the	DET
easat-9367	199	31	original	original	ADJ
easat-9367	199	32	amplitude	amplitude	NOUN
easat-9367	199	33	spectrum	spectrum	NOUN
easat-9367	199	34	and	and	CCONJ
easat-9367	199	35	overall	overall	ADJ
easat-9367	199	36	fluctuation	fluctuation	NOUN
easat-9367	199	37	structure	structure	NOUN
easat-9367	199	38	.	.	PUNCT
easat-9367	200	1	this	this	DET
easat-9367	200	2	process	process	NOUN
easat-9367	200	3	isolates	isolate	VERB
easat-9367	200	4	the	the	DET
easat-9367	200	5	effect	effect	NOUN
easat-9367	200	6	of	of	ADP
easat-9367	200	7	long	long	ADJ
easat-9367	200	8	-	-	PUNCT
easat-9367	200	9	range	range	NOUN
easat-9367	200	10	correlations	correlation	NOUN
easat-9367	200	11	on	on	ADP
easat-9367	200	12	multifractality	multifractality	NOUN
easat-9367	200	13	.	.	PUNCT
easat-9367	201	1	several	several	ADJ
easat-9367	201	2	methods	method	NOUN
easat-9367	201	3	exist	exist	VERB
easat-9367	201	4	for	for	ADP
easat-9367	201	5	phase	phase	NOUN
easat-9367	201	6	randomization	randomization	NOUN
easat-9367	201	7	,	,	PUNCT
easat-9367	201	8	all	all	PRON
easat-9367	201	9	relying	rely	VERB
easat-9367	201	10	on	on	ADP
easat-9367	201	11	fourier	fourier	NOUN
easat-9367	201	12	transform	transform	NOUN
easat-9367	201	13	techniques	technique	NOUN
easat-9367	201	14	,	,	PUNCT
easat-9367	201	15	including	include	VERB
easat-9367	201	16	:	:	PUNCT
easat-9367	201	17	•	•	ADP
easat-9367	201	18	the	the	DET
easat-9367	201	19	inverse	inverse	NOUN
easat-9367	201	20	fast	fast	ADJ
easat-9367	201	21	fourier	fourier	NOUN
easat-9367	201	22	transform	transform	NOUN
easat-9367	201	23	(	(	PUNCT
easat-9367	201	24	ifft	ifft	PROPN
easat-9367	201	25	)	)	PUNCT
easat-9367	201	26	method	method	NOUN
easat-9367	201	27	(	(	PUNCT
easat-9367	201	28	proakis	proaki	NOUN
easat-9367	201	29	and	and	CCONJ
easat-9367	201	30	manolakis	manolaki	NOUN
easat-9367	201	31	[	[	X
easat-9367	201	32	26	26	NUM
easat-9367	201	33	]	]	PUNCT
easat-9367	201	34	)	)	PUNCT
easat-9367	201	35	.	.	PUNCT
easat-9367	202	1	•	•	NOUN
easat-9367	202	2	the	the	DET
easat-9367	202	3	iterative	iterative	NOUN
easat-9367	202	4	amplitude	amplitude	NOUN
easat-9367	202	5	adjusted	adjust	VERB
easat-9367	202	6	fourier	fourier	NOUN
easat-9367	202	7	transform	transform	NOUN
easat-9367	202	8	(	(	PUNCT
easat-9367	202	9	iaaft	iaaft	NOUN
easat-9367	202	10	)	)	PUNCT
easat-9367	202	11	algorithm	algorithm	NOUN
easat-9367	202	12	(	(	PUNCT
easat-9367	202	13	schreiber	schreiber	PROPN
easat-9367	202	14	and	and	CCONJ
easat-9367	202	15	schmitz	schmitz	PROPN
easat-9367	203	1	[	[	X
easat-9367	203	2	27	27	NUM
easat-9367	203	3	]	]	NUM
easat-9367	203	4	)	)	PUNCT
easat-9367	203	5	.	.	PUNCT
easat-9367	204	1	•	•	NOUN
easat-9367	204	2	the	the	DET
easat-9367	204	3	statically	statically	ADV
easat-9367	204	4	transformed	transform	VERB
easat-9367	204	5	autoregressive	autoregressive	ADJ
easat-9367	204	6	process	process	NOUN
easat-9367	204	7	(	(	PUNCT
easat-9367	204	8	stap	stap	NOUN
easat-9367	204	9	)	)	PUNCT
easat-9367	204	10	approach	approach	NOUN
easat-9367	204	11	(	(	PUNCT
easat-9367	204	12	kugiumtzis	kugiumtzi	VERB
easat-9367	204	13	[	[	X
easat-9367	204	14	28	28	NUM
easat-9367	204	15	]	]	NUM
easat-9367	204	16	)	)	PUNCT
easat-9367	204	17	.	.	PUNCT
easat-9367	205	1	in	in	ADP
easat-9367	205	2	this	this	DET
easat-9367	205	3	study	study	NOUN
easat-9367	205	4	,	,	PUNCT
easat-9367	205	5	we	we	PRON
easat-9367	205	6	implemented	implement	VERB
easat-9367	205	7	two	two	NUM
easat-9367	205	8	shuffling	shuffle	VERB
easat-9367	205	9	methods	method	NOUN
easat-9367	205	10	using	use	VERB
easat-9367	205	11	matlab	matlab	PROPN
easat-9367	205	12	functions	function	NOUN
easat-9367	205	13	“	"	PUNCT
easat-9367	205	14	randperm	randperm	PROPN
easat-9367	205	15	”	"	PUNCT
easat-9367	205	16	and	and	CCONJ
easat-9367	205	17	“	"	PUNCT
easat-9367	205	18	randi	randi	NOUN
easat-9367	205	19	.	.	PUNCT
easat-9367	205	20	”	"	PUNCT
easat-9367	206	1	for	for	ADP
easat-9367	206	2	phase	phase	NOUN
easat-9367	206	3	randomization	randomization	NOUN
easat-9367	206	4	,	,	PUNCT
easat-9367	206	5	the	the	DET
easat-9367	206	6	inverse	inverse	NOUN
easat-9367	206	7	fast	fast	ADJ
easat-9367	206	8	fourier	fourier	NOUN
easat-9367	206	9	transform	transform	NOUN
easat-9367	206	10	(	(	PUNCT
easat-9367	206	11	ifft	ifft	PROPN
easat-9367	206	12	)	)	PUNCT
easat-9367	206	13	technique	technique	NOUN
easat-9367	206	14	was	be	AUX
easat-9367	206	15	applied	apply	VERB
easat-9367	206	16	.	.	PUNCT
easat-9367	207	1	4	4	X
easat-9367	207	2	.	.	NOUN
easat-9367	207	3	results	result	NOUN
easat-9367	207	4	and	and	CCONJ
easat-9367	207	5	discussion	discussion	NOUN
easat-9367	207	6	4.1	4.1	NUM
easat-9367	207	7	.	.	PUNCT
easat-9367	208	1	cross	cross	ADJ
easat-9367	208	2	-	-	ADJ
easat-9367	208	3	correlation	correlation	ADJ
easat-9367	208	4	significance	significance	NOUN
easat-9367	208	5	test	test	NOUN
easat-9367	208	6	results	result	NOUN
easat-9367	208	7	in	in	ADP
easat-9367	208	8	this	this	DET
easat-9367	208	9	section	section	NOUN
easat-9367	208	10	,	,	PUNCT
easat-9367	208	11	we	we	PRON
easat-9367	208	12	qualitatively	qualitatively	ADV
easat-9367	208	13	assess	assess	VERB
easat-9367	208	14	the	the	DET
easat-9367	208	15	existence	existence	NOUN
easat-9367	208	16	of	of	ADP
easat-9367	208	17	cross	cross	NOUN
easat-9367	208	18	-	-	NOUN
easat-9367	208	19	correlations	correlation	NOUN
easat-9367	208	20	among	among	ADP
easat-9367	208	21	the	the	DET
easat-9367	208	22	five	five	NUM
easat-9367	208	23	african	african	ADJ
easat-9367	208	24	indices	index	NOUN
easat-9367	208	25	using	use	VERB
easat-9367	208	26	the	the	DET
easat-9367	208	27	𝑄𝐶𝐶	𝑄𝐶𝐶	PROPN
easat-9367	208	28	statistic	statistic	NOUN
easat-9367	208	29	.	.	PUNCT
easat-9367	209	1	for	for	ADP
easat-9367	209	2	each	each	DET
easat-9367	209	3	pair	pair	NOUN
easat-9367	209	4	of	of	ADP
easat-9367	209	5	indices	index	NOUN
easat-9367	209	6	,	,	PUNCT
easat-9367	209	7	we	we	PRON
easat-9367	209	8	plotted	plot	VERB
easat-9367	209	9	the	the	DET
easat-9367	209	10	base-10	base-10	PROPN
easat-9367	209	11	logarithm	logarithm	NOUN
easat-9367	209	12	of	of	ADP
easat-9367	209	13	the	the	DET
easat-9367	209	14	test	test	NOUN
easat-9367	209	15	statistic	statistic	NOUN
easat-9367	209	16	𝑄𝐶𝐶	𝑄𝐶𝐶	PROPN
easat-9367	209	17	against	against	ADP
easat-9367	209	18	the	the	DET
easat-9367	209	19	base-10	base-10	ADJ
easat-9367	209	20	logarithm	logarithm	NOUN
easat-9367	209	21	of	of	ADP
easat-9367	209	22	the	the	DET
easat-9367	209	23	critical	critical	ADJ
easat-9367	209	24	chi	chi	ADJ
easat-9367	209	25	-	-	PUNCT
easat-9367	209	26	square	square	ADJ
easat-9367	209	27	values	value	NOUN
easat-9367	209	28	𝜒0,95	𝜒0,95	ADJ
easat-9367	209	29	2	2	NUM
easat-9367	209	30	(	(	PUNCT
easat-9367	209	31	𝑠	𝑠	NOUN
easat-9367	209	32	)	)	PUNCT
easat-9367	209	33	at	at	ADP
easat-9367	209	34	the	the	DET
easat-9367	209	35	95	95	NUM
easat-9367	209	36	%	%	NOUN
easat-9367	209	37	confidence	confidence	NOUN
easat-9367	209	38	level	level	NOUN
easat-9367	209	39	,	,	PUNCT
easat-9367	209	40	covering	cover	VERB
easat-9367	209	41	a	a	DET
easat-9367	209	42	wide	wide	ADJ
easat-9367	209	43	range	range	NOUN
easat-9367	209	44	of	of	ADP
easat-9367	209	45	degrees	degree	NOUN
easat-9367	209	46	of	of	ADP
easat-9367	209	47	freedom	freedom	NOUN
easat-9367	209	48	𝑠	𝑠	PROPN
easat-9367	209	49	from	from	ADP
easat-9367	209	50	1	1	NUM
easat-9367	209	51	to	to	ADP
easat-9367	209	52	3000	3000	NUM
easat-9367	209	53	.	.	PUNCT
easat-9367	210	1	the	the	DET
easat-9367	210	2	corresponding	corresponding	ADJ
easat-9367	210	3	results	result	NOUN
easat-9367	210	4	are	be	AUX
easat-9367	210	5	illustrated	illustrate	VERB
easat-9367	210	6	in	in	ADP
easat-9367	210	7	the	the	DET
easat-9367	210	8	figure	figure	NOUN
easat-9367	210	9	below	below	ADV
easat-9367	210	10	.	.	PUNCT
easat-9367	211	1	593	593	NUM
easat-9367	211	2	edelweiss	edelweiss	PROPN
easat-9367	211	3	applied	apply	VERB
easat-9367	211	4	science	science	NOUN
easat-9367	211	5	and	and	CCONJ
easat-9367	211	6	technology	technology	NOUN
easat-9367	211	7	issn	issn	PROPN
easat-9367	211	8	:	:	PUNCT
easat-9367	211	9	2576	2576	NUM
easat-9367	211	10	-	-	SYM
easat-9367	211	11	8484	8484	NUM
easat-9367	211	12	vol	vol	NOUN
easat-9367	211	13	.	.	PROPN
easat-9367	212	1	9	9	NUM
easat-9367	212	2	,	,	PUNCT
easat-9367	212	3	no	no	INTJ
easat-9367	212	4	.	.	NOUN
easat-9367	212	5	8	8	NUM
easat-9367	212	6	:	:	PUNCT
easat-9367	212	7	586	586	NUM
easat-9367	212	8	-	-	SYM
easat-9367	212	9	606	606	NUM
easat-9367	212	10	,	,	PUNCT
easat-9367	212	11	2025	2025	NUM
easat-9367	212	12	doi	doi	NOUN
easat-9367	212	13	:	:	PUNCT
easat-9367	212	14	10.55214/2576	10.55214/2576	NUM
easat-9367	212	15	-	-	SYM
easat-9367	212	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	212	17	©	©	PROPN
easat-9367	212	18	2025	2025	NUM
easat-9367	212	19	by	by	ADP
easat-9367	212	20	the	the	DET
easat-9367	212	21	authors	author	NOUN
easat-9367	212	22	;	;	PUNCT
easat-9367	212	23	licensee	licensee	PROPN
easat-9367	212	24	learning	learning	NOUN
easat-9367	212	25	gate	gate	NOUN
easat-9367	212	26	594	594	NUM
easat-9367	212	27	edelweiss	edelweiss	PROPN
easat-9367	212	28	applied	apply	VERB
easat-9367	212	29	science	science	NOUN
easat-9367	212	30	and	and	CCONJ
easat-9367	212	31	technology	technology	NOUN
easat-9367	212	32	issn	issn	PROPN
easat-9367	212	33	:	:	PUNCT
easat-9367	212	34	2576	2576	NUM
easat-9367	212	35	-	-	SYM
easat-9367	212	36	8484	8484	NUM
easat-9367	212	37	vol	vol	NOUN
easat-9367	212	38	.	.	PROPN
easat-9367	213	1	9	9	NUM
easat-9367	213	2	,	,	PUNCT
easat-9367	213	3	no	no	INTJ
easat-9367	213	4	.	.	NOUN
easat-9367	213	5	8	8	NUM
easat-9367	213	6	:	:	PUNCT
easat-9367	213	7	586	586	NUM
easat-9367	213	8	-	-	SYM
easat-9367	213	9	606	606	NUM
easat-9367	213	10	,	,	PUNCT
easat-9367	213	11	2025	2025	NUM
easat-9367	213	12	doi	doi	NOUN
easat-9367	213	13	:	:	PUNCT
easat-9367	213	14	10.55214/2576	10.55214/2576	NUM
easat-9367	213	15	-	-	SYM
easat-9367	213	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	213	17	©	©	PROPN
easat-9367	213	18	2025	2025	NUM
easat-9367	213	19	by	by	ADP
easat-9367	213	20	the	the	DET
easat-9367	213	21	authors	author	NOUN
easat-9367	213	22	;	;	PUNCT
easat-9367	214	1	licensee	licensee	PROPN
easat-9367	214	2	learning	learn	VERB
easat-9367	214	3	gate	gate	NOUN
easat-9367	214	4	figure	figure	NOUN
easat-9367	214	5	1	1	NUM
easat-9367	214	6	.	.	PUNCT
easat-9367	214	7	𝐿𝑜𝑔(𝑄𝐶𝐶(𝑠	𝐿𝑜𝑔(𝑄𝐶𝐶(𝑠	NOUN
easat-9367	214	8	)	)	PUNCT
easat-9367	214	9	)	)	PUNCT
easat-9367	214	10	and	and	CCONJ
easat-9367	214	11	𝐿𝑜𝑔(𝜒0,95	𝐿𝑜𝑔(𝜒0,95	ADV
easat-9367	214	12	2	2	NUM
easat-9367	214	13	(	(	PUNCT
easat-9367	214	14	𝑠	𝑠	NOUN
easat-9367	214	15	)	)	PUNCT
easat-9367	214	16	)	)	PUNCT
easat-9367	214	17	vs.	vs.	CCONJ
easat-9367	214	18	𝐿𝑜𝑔(𝑠	𝐿𝑜𝑔(𝑠	NOUN
easat-9367	214	19	)	)	PUNCT
easat-9367	214	20	for	for	ADP
easat-9367	214	21	all	all	DET
easat-9367	214	22	pairs	pair	NOUN
easat-9367	214	23	of	of	ADP
easat-9367	214	24	indices	index	NOUN
easat-9367	214	25	.	.	PUNCT
easat-9367	215	1	it	it	PRON
easat-9367	215	2	can	can	AUX
easat-9367	215	3	be	be	AUX
easat-9367	215	4	observed	observe	VERB
easat-9367	215	5	that	that	SCONJ
easat-9367	215	6	,	,	PUNCT
easat-9367	215	7	for	for	ADP
easat-9367	215	8	nearly	nearly	ADV
easat-9367	215	9	all	all	PRON
easat-9367	215	10	index	index	NOUN
easat-9367	215	11	pairs	pair	NOUN
easat-9367	215	12	,	,	PUNCT
easat-9367	215	13	the	the	DET
easat-9367	215	14	𝑄𝐶𝐶(𝑠	𝑄𝐶𝐶(𝑠	PROPN
easat-9367	215	15	)	)	PUNCT
easat-9367	215	16	statistic	statistic	NOUN
easat-9367	215	17	consistently	consistently	ADV
easat-9367	215	18	exceeds	exceed	VERB
easat-9367	215	19	the	the	DET
easat-9367	215	20	corresponding	corresponding	ADJ
easat-9367	215	21	critical	critical	ADJ
easat-9367	215	22	values	value	NOUN
easat-9367	215	23	𝜒0,95	𝜒0,95	ADJ
easat-9367	215	24	2	2	NUM
easat-9367	215	25	(	(	PUNCT
easat-9367	215	26	𝑠	𝑠	NOUN
easat-9367	215	27	)	)	PUNCT
easat-9367	215	28	,	,	PUNCT
easat-9367	215	29	suggesting	suggest	VERB
easat-9367	215	30	the	the	DET
easat-9367	215	31	presence	presence	NOUN
easat-9367	215	32	of	of	ADP
easat-9367	215	33	statistically	statistically	ADV
easat-9367	215	34	significant	significant	ADJ
easat-9367	215	35	crosscorrelations	crosscorrelation	NOUN
easat-9367	215	36	.	.	PUNCT
easat-9367	216	1	however	however	ADV
easat-9367	216	2	,	,	PUNCT
easat-9367	216	3	since	since	SCONJ
easat-9367	216	4	this	this	DET
easat-9367	216	5	test	test	NOUN
easat-9367	216	6	primarily	primarily	ADV
easat-9367	216	7	captures	capture	VERB
easat-9367	216	8	linear	linear	NOUN
easat-9367	216	9	dependencies	dependency	NOUN
easat-9367	216	10	and	and	CCONJ
easat-9367	216	11	provides	provide	VERB
easat-9367	216	12	only	only	ADV
easat-9367	216	13	a	a	DET
easat-9367	216	14	qualitative	qualitative	ADJ
easat-9367	216	15	assessment	assessment	NOUN
easat-9367	216	16	,	,	PUNCT
easat-9367	216	17	the	the	DET
easat-9367	216	18	findings	finding	NOUN
easat-9367	216	19	should	should	AUX
easat-9367	216	20	be	be	AUX
easat-9367	216	21	further	far	ADV
easat-9367	216	22	validated	validate	VERB
easat-9367	216	23	using	use	VERB
easat-9367	216	24	the	the	DET
easat-9367	216	25	mf	mf	NOUN
easat-9367	216	26	-	-	PUNCT
easat-9367	216	27	dcca	dcca	ADJ
easat-9367	216	28	method	method	NOUN
easat-9367	216	29	.	.	PUNCT
easat-9367	217	1	4.2	4.2	NUM
easat-9367	217	2	.	.	PUNCT
easat-9367	218	1	mf	mf	NOUN
easat-9367	218	2	-	-	PUNCT
easat-9367	218	3	dcca	dcca	ADJ
easat-9367	218	4	analysis	analysis	NOUN
easat-9367	218	5	in	in	ADP
easat-9367	218	6	this	this	DET
easat-9367	218	7	part	part	NOUN
easat-9367	218	8	of	of	ADP
easat-9367	218	9	the	the	DET
easat-9367	218	10	study	study	NOUN
easat-9367	218	11	,	,	PUNCT
easat-9367	218	12	the	the	DET
easat-9367	218	13	mf	mf	NOUN
easat-9367	218	14	-	-	PUNCT
easat-9367	218	15	dcca	dcca	ADJ
easat-9367	218	16	method	method	NOUN
easat-9367	218	17	is	be	AUX
easat-9367	218	18	employed	employ	VERB
easat-9367	218	19	to	to	PART
easat-9367	218	20	investigate	investigate	VERB
easat-9367	218	21	the	the	DET
easat-9367	218	22	multifractal	multifractal	ADJ
easat-9367	218	23	crosscorrelation	crosscorrelation	NOUN
easat-9367	218	24	properties	property	NOUN
easat-9367	218	25	of	of	ADP
easat-9367	218	26	the	the	DET
easat-9367	218	27	bivariate	bivariate	ADJ
easat-9367	218	28	series	series	NOUN
easat-9367	218	29	of	of	ADP
easat-9367	218	30	logarithmic	logarithmic	ADJ
easat-9367	218	31	returns	return	NOUN
easat-9367	218	32	.	.	PUNCT
easat-9367	219	1	4.2.1	4.2.1	X
easat-9367	219	2	.	.	PUNCT
easat-9367	220	1	multi	multi	ADJ
easat-9367	220	2	-	-	ADJ
easat-9367	220	3	scale	scale	ADJ
easat-9367	220	4	analysis	analysis	NOUN
easat-9367	220	5	of	of	ADP
easat-9367	220	6	cross	cross	ADJ
easat-9367	220	7	-	-	ADJ
easat-9367	220	8	correlation	correlation	ADJ
easat-9367	220	9	fluctuation	fluctuation	NOUN
easat-9367	220	10	functions	function	NOUN
easat-9367	220	11	we	we	PRON
easat-9367	220	12	examined	examine	VERB
easat-9367	220	13	how	how	SCONJ
easat-9367	220	14	the	the	DET
easat-9367	220	15	cross	cross	ADJ
easat-9367	220	16	-	-	ADJ
easat-9367	220	17	correlation	correlation	ADJ
easat-9367	220	18	fluctuation	fluctuation	NOUN
easat-9367	220	19	functions	function	NOUN
easat-9367	220	20	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	220	21	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	220	22	)	)	PUNCT
easat-9367	220	23	behave	behave	VERB
easat-9367	220	24	across	across	ADP
easat-9367	220	25	multiple	multiple	ADJ
easat-9367	220	26	time	time	NOUN
easat-9367	220	27	scales	scale	NOUN
easat-9367	220	28	sss	sss	VERB
easat-9367	220	29	,	,	PUNCT
easat-9367	220	30	specifically	specifically	ADV
easat-9367	220	31	within	within	ADP
easat-9367	220	32	the	the	DET
easat-9367	220	33	range	range	NOUN
easat-9367	220	34	[	[	X
easat-9367	220	35	20:10:100	20:10:100	NUM
easat-9367	220	36	,	,	PUNCT
easat-9367	220	37	200:100:1000	200:100:1000	NUM
easat-9367	220	38	]	]	PUNCT
easat-9367	220	39	,	,	PUNCT
easat-9367	220	40	for	for	ADP
easat-9367	220	41	various	various	ADJ
easat-9367	220	42	values	value	NOUN
easat-9367	220	43	of	of	ADP
easat-9367	220	44	𝑞	𝑞	PRON
easat-9367	220	45	taken	take	VERB
easat-9367	220	46	from	from	ADP
easat-9367	220	47	the	the	DET
easat-9367	220	48	intervals	interval	NOUN
easat-9367	220	49	[	[	X
easat-9367	220	50	-45:5:-5,-3.1:0.1:-0.1,0.1:0.1:3.1,5:5:45	-45:5:-5,-3.1:0.1:-0.1,0.1:0.1:3.1,5:5:45	X
easat-9367	220	51	]	]	X
easat-9367	220	52	.	.	PUNCT
easat-9367	221	1	the	the	DET
easat-9367	221	2	figure	figure	NOUN
easat-9367	221	3	below	below	ADP
easat-9367	221	4	presents	present	NOUN
easat-9367	221	5	log	log	NOUN
easat-9367	221	6	-	-	PUNCT
easat-9367	221	7	log	log	NOUN
easat-9367	221	8	plots	plot	NOUN
easat-9367	221	9	of	of	ADP
easat-9367	221	10	𝐿𝑜𝑔	𝐿𝑜𝑔	PROPN
easat-9367	221	11	(	(	PUNCT
easat-9367	221	12	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	221	13	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	221	14	)	)	PUNCT
easat-9367	221	15	)	)	PUNCT
easat-9367	221	16	versus	versus	ADP
easat-9367	221	17	𝐿𝑜𝑔(𝑠	𝐿𝑜𝑔(𝑠	NOUN
easat-9367	221	18	)	)	PUNCT
easat-9367	221	19	for	for	ADP
easat-9367	221	20	nine	nine	NUM
easat-9367	221	21	selected	select	VERB
easat-9367	221	22	𝑞	𝑞	PROPN
easat-9367	221	23	values	value	NOUN
easat-9367	221	24	:	:	PUNCT
easat-9367	221	25	−15,−5,−3,−0.7	−15,−5,−3,−0.7	VERB
easat-9367	221	26	,	,	PUNCT
easat-9367	221	27	0	0	NUM
easat-9367	221	28	,	,	PUNCT
easat-9367	221	29	0.7	0.7	NUM
easat-9367	221	30	,	,	PUNCT
easat-9367	221	31	3	3	NUM
easat-9367	221	32	,	,	PUNCT
easat-9367	221	33	5	5	NUM
easat-9367	221	34	,	,	PUNCT
easat-9367	221	35	15	15	NUM
easat-9367	221	36	,	,	PUNCT
easat-9367	221	37	across	across	ADP
easat-9367	221	38	9	9	NUM
easat-9367	221	39	different	different	ADJ
easat-9367	221	40	index	index	NOUN
easat-9367	221	41	pairs	pair	NOUN
easat-9367	221	42	:	:	PUNCT
easat-9367	221	43	595	595	NUM
easat-9367	221	44	edelweiss	edelweiss	PROPN
easat-9367	221	45	applied	apply	VERB
easat-9367	221	46	science	science	NOUN
easat-9367	221	47	and	and	CCONJ
easat-9367	221	48	technology	technology	NOUN
easat-9367	221	49	issn	issn	PROPN
easat-9367	221	50	:	:	PUNCT
easat-9367	221	51	2576	2576	NUM
easat-9367	221	52	-	-	SYM
easat-9367	221	53	8484	8484	NUM
easat-9367	221	54	vol	vol	NOUN
easat-9367	221	55	.	.	PROPN
easat-9367	222	1	9	9	NUM
easat-9367	222	2	,	,	PUNCT
easat-9367	222	3	no	no	INTJ
easat-9367	222	4	.	.	NOUN
easat-9367	222	5	8	8	NUM
easat-9367	222	6	:	:	PUNCT
easat-9367	222	7	586	586	NUM
easat-9367	222	8	-	-	SYM
easat-9367	222	9	606	606	NUM
easat-9367	222	10	,	,	PUNCT
easat-9367	222	11	2025	2025	NUM
easat-9367	222	12	doi	doi	NOUN
easat-9367	222	13	:	:	PUNCT
easat-9367	222	14	10.55214/2576	10.55214/2576	NUM
easat-9367	222	15	-	-	SYM
easat-9367	222	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	222	17	©	©	PROPN
easat-9367	222	18	2025	2025	NUM
easat-9367	222	19	by	by	ADP
easat-9367	222	20	the	the	DET
easat-9367	222	21	authors	author	NOUN
easat-9367	222	22	;	;	PUNCT
easat-9367	222	23	licensee	licensee	PROPN
easat-9367	222	24	learning	learning	NOUN
easat-9367	222	25	gate	gate	PROPN
easat-9367	222	26	596	596	NUM
easat-9367	222	27	edelweiss	edelweiss	PROPN
easat-9367	222	28	applied	apply	VERB
easat-9367	222	29	science	science	NOUN
easat-9367	222	30	and	and	CCONJ
easat-9367	222	31	technology	technology	NOUN
easat-9367	222	32	issn	issn	PROPN
easat-9367	222	33	:	:	PUNCT
easat-9367	222	34	2576	2576	NUM
easat-9367	222	35	-	-	SYM
easat-9367	222	36	8484	8484	NUM
easat-9367	222	37	vol	vol	NOUN
easat-9367	222	38	.	.	PROPN
easat-9367	223	1	9	9	NUM
easat-9367	223	2	,	,	PUNCT
easat-9367	223	3	no	no	INTJ
easat-9367	223	4	.	.	NOUN
easat-9367	223	5	8	8	NUM
easat-9367	223	6	:	:	PUNCT
easat-9367	223	7	586	586	NUM
easat-9367	223	8	-	-	SYM
easat-9367	223	9	606	606	NUM
easat-9367	223	10	,	,	PUNCT
easat-9367	223	11	2025	2025	NUM
easat-9367	223	12	doi	doi	NOUN
easat-9367	223	13	:	:	PUNCT
easat-9367	223	14	10.55214/2576	10.55214/2576	NUM
easat-9367	223	15	-	-	SYM
easat-9367	223	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	223	17	©	©	PROPN
easat-9367	223	18	2025	2025	NUM
easat-9367	223	19	by	by	ADP
easat-9367	223	20	the	the	DET
easat-9367	223	21	authors	author	NOUN
easat-9367	223	22	;	;	PUNCT
easat-9367	223	23	licensee	licensee	PROPN
easat-9367	223	24	learning	learn	VERB
easat-9367	223	25	gate	gate	NOUN
easat-9367	223	26	figure	figure	NOUN
easat-9367	223	27	2	2	NUM
easat-9367	223	28	.	.	PUNCT
easat-9367	224	1	𝐿𝑜𝑔	𝐿𝑜𝑔	PROPN
easat-9367	224	2	(	(	PUNCT
easat-9367	224	3	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	224	4	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	224	5	)	)	PUNCT
easat-9367	224	6	)	)	PUNCT
easat-9367	224	7	vs.	vs.	CCONJ
easat-9367	224	8	𝐿𝑜𝑔(𝑠	𝐿𝑜𝑔(𝑠	NOUN
easat-9367	224	9	)	)	PUNCT
easat-9367	224	10	for	for	ADP
easat-9367	224	11	𝑞	𝑞	PROPN
easat-9367	224	12	∈	∈	PROPN
easat-9367	224	13	{	{	PUNCT
easat-9367	224	14	−15,−5,−3,−0.7	−15,−5,−3,−0.7	PROPN
easat-9367	224	15	,	,	PUNCT
easat-9367	224	16	0	0	NUM
easat-9367	224	17	,	,	PUNCT
easat-9367	224	18	0.7	0.7	NUM
easat-9367	224	19	,	,	PUNCT
easat-9367	224	20	3	3	NUM
easat-9367	224	21	,	,	PUNCT
easat-9367	224	22	5	5	NUM
easat-9367	224	23	,	,	PUNCT
easat-9367	224	24	15	15	NUM
easat-9367	224	25	}	}	PUNCT
easat-9367	224	26	.	.	PUNCT
easat-9367	225	1	as	as	SCONJ
easat-9367	225	2	illustrated	illustrate	VERB
easat-9367	225	3	in	in	ADP
easat-9367	225	4	figure	figure	NOUN
easat-9367	225	5	2	2	NUM
easat-9367	225	6	,	,	PUNCT
easat-9367	225	7	the	the	DET
easat-9367	225	8	functions	function	NOUN
easat-9367	225	9	𝐹𝑞	𝐹𝑞	PROPN
easat-9367	225	10	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-9367	225	11	)	)	PUNCT
easat-9367	225	12	exhibit	exhibit	VERB
easat-9367	225	13	a	a	DET
easat-9367	225	14	nonlinear	nonlinear	ADJ
easat-9367	225	15	increase	increase	NOUN
easat-9367	225	16	with	with	ADP
easat-9367	225	17	respect	respect	NOUN
easat-9367	225	18	to	to	ADP
easat-9367	225	19	both	both	DET
easat-9367	225	20	the	the	DET
easat-9367	225	21	time	time	NOUN
easat-9367	225	22	scale	scale	NOUN
easat-9367	225	23	s	s	PART
easat-9367	225	24	and	and	CCONJ
easat-9367	225	25	the	the	DET
easat-9367	225	26	moment	moment	NOUN
easat-9367	225	27	𝑞	𝑞	X
easat-9367	225	28	,	,	PUNCT
easat-9367	225	29	demonstrating	demonstrate	VERB
easat-9367	225	30	a	a	DET
easat-9367	225	31	consistent	consistent	ADJ
easat-9367	225	32	power	power	NOUN
easat-9367	225	33	-	-	PUNCT
easat-9367	225	34	law	law	NOUN
easat-9367	225	35	behavior	behavior	NOUN
easat-9367	225	36	across	across	ADP
easat-9367	225	37	all	all	DET
easat-9367	225	38	index	index	NOUN
easat-9367	225	39	pairs	pair	NOUN
easat-9367	225	40	.	.	PUNCT
easat-9367	226	1	this	this	DET
easat-9367	226	2	pattern	pattern	NOUN
easat-9367	226	3	indicates	indicate	VERB
easat-9367	226	4	the	the	DET
easat-9367	226	5	existence	existence	NOUN
easat-9367	226	6	of	of	ADP
easat-9367	226	7	long	long	ADJ
easat-9367	226	8	-	-	PUNCT
easat-9367	226	9	range	range	NOUN
easat-9367	226	10	cross	cross	NOUN
easat-9367	226	11	-	-	NOUN
easat-9367	226	12	correlations	correlation	NOUN
easat-9367	226	13	,	,	PUNCT
easat-9367	226	14	highlighting	highlight	VERB
easat-9367	226	15	the	the	DET
easat-9367	226	16	persistent	persistent	ADJ
easat-9367	226	17	interconnectedness	interconnectedness	NOUN
easat-9367	226	18	of	of	ADP
easat-9367	226	19	african	african	ADJ
easat-9367	226	20	stock	stock	NOUN
easat-9367	226	21	markets	market	NOUN
easat-9367	226	22	.	.	PUNCT
easat-9367	227	1	it	it	PRON
easat-9367	227	2	suggests	suggest	VERB
easat-9367	227	3	that	that	SCONJ
easat-9367	227	4	market	market	NOUN
easat-9367	227	5	disturbances	disturbance	NOUN
easat-9367	227	6	may	may	AUX
easat-9367	227	7	propagate	propagate	VERB
easat-9367	227	8	and	and	CCONJ
easat-9367	227	9	have	have	VERB
easat-9367	227	10	prolonged	prolong	VERB
easat-9367	227	11	effects	effect	NOUN
easat-9367	227	12	across	across	ADP
easat-9367	227	13	the	the	DET
easat-9367	227	14	region	region	NOUN
easat-9367	227	15	.	.	PUNCT
easat-9367	228	1	these	these	DET
easat-9367	228	2	results	result	NOUN
easat-9367	228	3	carry	carry	VERB
easat-9367	228	4	important	important	ADJ
easat-9367	228	5	implications	implication	NOUN
easat-9367	228	6	:	:	PUNCT
easat-9367	228	7	foreign	foreign	ADJ
easat-9367	228	8	investors	investor	NOUN
easat-9367	228	9	should	should	AUX
easat-9367	228	10	account	account	VERB
easat-9367	228	11	for	for	ADP
easat-9367	228	12	regional	regional	ADJ
easat-9367	228	13	interdependencies	interdependency	NOUN
easat-9367	228	14	when	when	SCONJ
easat-9367	228	15	making	make	VERB
easat-9367	228	16	investment	investment	NOUN
easat-9367	228	17	decisions	decision	NOUN
easat-9367	228	18	;	;	PUNCT
easat-9367	228	19	portfolio	portfolio	NOUN
easat-9367	228	20	managers	manager	NOUN
easat-9367	228	21	may	may	AUX
easat-9367	228	22	benefit	benefit	VERB
easat-9367	228	23	from	from	ADP
easat-9367	228	24	integrating	integrate	VERB
easat-9367	228	25	multifractal	multifractal	ADJ
easat-9367	228	26	techniques	technique	NOUN
easat-9367	228	27	into	into	ADP
easat-9367	228	28	their	their	PRON
easat-9367	228	29	risk	risk	NOUN
easat-9367	228	30	assessment	assessment	NOUN
easat-9367	228	31	and	and	CCONJ
easat-9367	228	32	hedging	hedging	NOUN
easat-9367	228	33	frameworks	framework	NOUN
easat-9367	228	34	;	;	PUNCT
easat-9367	228	35	and	and	CCONJ
easat-9367	228	36	policymakers	policymaker	NOUN
easat-9367	228	37	should	should	AUX
easat-9367	228	38	remain	remain	VERB
easat-9367	228	39	attentive	attentive	ADJ
easat-9367	228	40	to	to	ADP
easat-9367	228	41	cross	cross	ADJ
easat-9367	228	42	-	-	ADJ
easat-9367	228	43	market	market	ADJ
easat-9367	228	44	dynamics	dynamic	NOUN
easat-9367	228	45	,	,	PUNCT
easat-9367	228	46	promoting	promote	VERB
easat-9367	228	47	coordinated	coordinate	VERB
easat-9367	228	48	actions	action	NOUN
easat-9367	228	49	to	to	PART
easat-9367	228	50	enhance	enhance	VERB
easat-9367	228	51	market	market	NOUN
easat-9367	228	52	stability	stability	NOUN
easat-9367	228	53	and	and	CCONJ
easat-9367	228	54	reduce	reduce	VERB
easat-9367	228	55	the	the	DET
easat-9367	228	56	likelihood	likelihood	NOUN
easat-9367	228	57	of	of	ADP
easat-9367	228	58	systemic	systemic	ADJ
easat-9367	228	59	contagion	contagion	NOUN
easat-9367	228	60	.	.	PUNCT
easat-9367	229	1	4.2.2	4.2.2	X
easat-9367	229	2	.	.	PUNCT
easat-9367	229	3	multifractal	multifractal	ADJ
easat-9367	229	4	properties	property	NOUN
easat-9367	229	5	and	and	CCONJ
easat-9367	229	6	persistence	persistence	NOUN
easat-9367	229	7	in	in	ADP
easat-9367	229	8	cross	cross	NOUN
easat-9367	229	9	-	-	NOUN
easat-9367	229	10	correlations	correlation	NOUN
easat-9367	229	11	the	the	DET
easat-9367	229	12	following	follow	VERB
easat-9367	229	13	figure	figure	NOUN
easat-9367	229	14	presents	present	VERB
easat-9367	229	15	the	the	DET
easat-9367	229	16	generalized	generalized	ADJ
easat-9367	229	17	hurst	hurst	PROPN
easat-9367	229	18	exponent	exponent	PROPN
easat-9367	229	19	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-9367	229	20	)	)	PUNCT
easat-9367	229	21	,	,	PUNCT
easat-9367	229	22	the	the	DET
easat-9367	229	23	rényi	rényi	NOUN
easat-9367	229	24	scaling	scale	VERB
easat-9367	229	25	exponent	exponent	NOUN
easat-9367	229	26	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-9367	229	27	)	)	PUNCT
easat-9367	229	28	,	,	PUNCT
easat-9367	229	29	and	and	CCONJ
easat-9367	229	30	the	the	DET
easat-9367	229	31	singularity	singularity	NOUN
easat-9367	229	32	spectrum	spectrum	NOUN
easat-9367	229	33	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	NOUN
easat-9367	229	34	)	)	PUNCT
easat-9367	229	35	for	for	ADP
easat-9367	229	36	each	each	PRON
easat-9367	229	37	of	of	ADP
easat-9367	229	38	the	the	DET
easat-9367	229	39	ten	ten	NUM
easat-9367	229	40	index	index	NOUN
easat-9367	229	41	pairs	pair	NOUN
easat-9367	229	42	.	.	PUNCT
easat-9367	230	1	597	597	NUM
easat-9367	230	2	edelweiss	edelweiss	PROPN
easat-9367	230	3	applied	apply	VERB
easat-9367	230	4	science	science	NOUN
easat-9367	230	5	and	and	CCONJ
easat-9367	230	6	technology	technology	NOUN
easat-9367	230	7	issn	issn	PROPN
easat-9367	230	8	:	:	PUNCT
easat-9367	230	9	2576	2576	NUM
easat-9367	230	10	-	-	SYM
easat-9367	230	11	8484	8484	NUM
easat-9367	230	12	vol	vol	NOUN
easat-9367	230	13	.	.	PROPN
easat-9367	231	1	9	9	NUM
easat-9367	231	2	,	,	PUNCT
easat-9367	231	3	no	no	INTJ
easat-9367	231	4	.	.	NOUN
easat-9367	231	5	8	8	NUM
easat-9367	231	6	:	:	PUNCT
easat-9367	231	7	586	586	NUM
easat-9367	231	8	-	-	SYM
easat-9367	231	9	606	606	NUM
easat-9367	231	10	,	,	PUNCT
easat-9367	231	11	2025	2025	NUM
easat-9367	231	12	doi	doi	NOUN
easat-9367	231	13	:	:	PUNCT
easat-9367	231	14	10.55214/2576	10.55214/2576	NUM
easat-9367	231	15	-	-	SYM
easat-9367	231	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	231	17	©	©	PROPN
easat-9367	231	18	2025	2025	NUM
easat-9367	231	19	by	by	ADP
easat-9367	231	20	the	the	DET
easat-9367	231	21	authors	author	NOUN
easat-9367	231	22	;	;	PUNCT
easat-9367	231	23	licensee	licensee	PROPN
easat-9367	231	24	learning	learn	VERB
easat-9367	231	25	gate	gate	PROPN
easat-9367	231	26	figure	figure	NOUN
easat-9367	231	27	3	3	NUM
easat-9367	231	28	.	.	PUNCT
easat-9367	231	29	plots	plot	NOUN
easat-9367	231	30	of	of	ADP
easat-9367	231	31	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	NOUN
easat-9367	231	32	)	)	PUNCT
easat-9367	231	33	,	,	PUNCT
easat-9367	231	34	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	NUM
easat-9367	231	35	)	)	PUNCT
easat-9367	231	36	and	and	CCONJ
easat-9367	231	37	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	NOUN
easat-9367	231	38	)	)	PUNCT
easat-9367	231	39	for	for	ADP
easat-9367	231	40	all	all	DET
easat-9367	231	41	pairs	pair	NOUN
easat-9367	231	42	of	of	ADP
easat-9367	231	43	indices	index	NOUN
easat-9367	231	44	.	.	PUNCT
easat-9367	232	1	the	the	DET
easat-9367	232	2	figure	figure	NOUN
easat-9367	232	3	illustrates	illustrate	VERB
easat-9367	232	4	that	that	SCONJ
easat-9367	232	5	across	across	ADP
easat-9367	232	6	all	all	DET
easat-9367	232	7	index	index	NOUN
easat-9367	232	8	pairs	pair	NOUN
easat-9367	232	9	,	,	PUNCT
easat-9367	232	10	the	the	DET
easat-9367	232	11	generalized	generalized	ADJ
easat-9367	232	12	hurst	hurst	PROPN
easat-9367	232	13	exponent	exponent	PROPN
easat-9367	232	14	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-9367	232	15	)	)	PUNCT
easat-9367	232	16	decreases	decrease	VERB
easat-9367	232	17	in	in	ADP
easat-9367	232	18	a	a	DET
easat-9367	232	19	nonlinear	nonlinear	ADJ
easat-9367	232	20	manner	manner	NOUN
easat-9367	232	21	as	as	SCONJ
easat-9367	232	22	𝑞	𝑞	PRON
easat-9367	232	23	increases	increase	VERB
easat-9367	232	24	from	from	ADP
easat-9367	232	25	-45	-45	PUNCT
easat-9367	232	26	to	to	ADP
easat-9367	232	27	45	45	NUM
easat-9367	232	28	,	,	PUNCT
easat-9367	232	29	while	while	SCONJ
easat-9367	232	30	the	the	DET
easat-9367	232	31	rényi	rényi	NOUN
easat-9367	232	32	exponent	exponent	NOUN
easat-9367	232	33	𝜏𝑋𝑌(𝑞	𝜏𝑋𝑌(𝑞	PUNCT
easat-9367	232	34	)	)	PUNCT
easat-9367	232	35	exhibits	exhibit	VERB
easat-9367	232	36	a	a	DET
easat-9367	232	37	nonlinear	nonlinear	ADJ
easat-9367	232	38	upward	upward	ADJ
easat-9367	232	39	trend	trend	NOUN
easat-9367	232	40	over	over	ADP
easat-9367	232	41	the	the	DET
easat-9367	232	42	same	same	ADJ
easat-9367	232	43	range	range	NOUN
easat-9367	232	44	.	.	PUNCT
easat-9367	233	1	additionally	additionally	ADV
easat-9367	233	2	,	,	PUNCT
easat-9367	233	3	the	the	DET
easat-9367	233	4	singularity	singularity	NOUN
easat-9367	233	5	spectra	spectra	NOUN
easat-9367	233	6	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	PROPN
easat-9367	233	7	)	)	PUNCT
easat-9367	233	8	display	display	NOUN
easat-9367	233	9	inverted	invert	VERB
easat-9367	233	10	,	,	PUNCT
easat-9367	233	11	concave	concave	VERB
easat-9367	233	12	bell	bell	NOUN
easat-9367	233	13	-	-	PUNCT
easat-9367	233	14	shaped	shape	VERB
easat-9367	233	15	curves	curve	NOUN
easat-9367	233	16	.	.	PUNCT
easat-9367	234	1	these	these	DET
easat-9367	234	2	observations	observation	NOUN
easat-9367	234	3	collectively	collectively	ADV
easat-9367	234	4	confirm	confirm	VERB
easat-9367	234	5	the	the	DET
easat-9367	234	6	presence	presence	NOUN
easat-9367	234	7	of	of	ADP
easat-9367	234	8	multifractal	multifractal	ADJ
easat-9367	234	9	cross	cross	ADJ
easat-9367	234	10	-	-	ADJ
easat-9367	234	11	correlation	correlation	ADJ
easat-9367	234	12	structures	structure	NOUN
easat-9367	234	13	among	among	ADP
easat-9367	234	14	the	the	DET
easat-9367	234	15	ten	ten	NUM
easat-9367	234	16	index	index	NOUN
easat-9367	234	17	pairs	pair	NOUN
easat-9367	234	18	.	.	PUNCT
easat-9367	235	1	this	this	DET
easat-9367	235	2	multifractality	multifractality	NOUN
easat-9367	235	3	indicates	indicate	VERB
easat-9367	235	4	inefficiencies	inefficiency	NOUN
easat-9367	235	5	in	in	ADP
easat-9367	235	6	the	the	DET
easat-9367	235	7	interactions	interaction	NOUN
easat-9367	235	8	between	between	ADP
easat-9367	235	9	the	the	DET
easat-9367	235	10	markets	market	NOUN
easat-9367	235	11	,	,	PUNCT
easat-9367	235	12	meaning	mean	VERB
easat-9367	235	13	that	that	SCONJ
easat-9367	235	14	the	the	DET
easat-9367	235	15	cross	cross	ADJ
easat-9367	235	16	-	-	ADJ
easat-9367	235	17	market	market	ADJ
easat-9367	235	18	relationships	relationship	NOUN
easat-9367	235	19	are	be	AUX
easat-9367	235	20	complex	complex	ADJ
easat-9367	235	21	and	and	CCONJ
easat-9367	235	22	exhibit	exhibit	VERB
easat-9367	235	23	persistent	persistent	ADJ
easat-9367	235	24	,	,	PUNCT
easat-9367	235	25	non	non	ADJ
easat-9367	235	26	-	-	ADJ
easat-9367	235	27	random	random	ADJ
easat-9367	235	28	dependencies	dependency	NOUN
easat-9367	235	29	over	over	ADP
easat-9367	235	30	multiple	multiple	ADJ
easat-9367	235	31	time	time	NOUN
easat-9367	235	32	scales	scale	NOUN
easat-9367	235	33	.	.	PUNCT
easat-9367	236	1	such	such	ADJ
easat-9367	236	2	inefficiencies	inefficiency	NOUN
easat-9367	236	3	suggest	suggest	VERB
easat-9367	236	4	that	that	SCONJ
easat-9367	236	5	shocks	shock	NOUN
easat-9367	236	6	or	or	CCONJ
easat-9367	236	7	information	information	NOUN
easat-9367	236	8	in	in	ADP
easat-9367	236	9	one	one	NUM
easat-9367	236	10	market	market	NOUN
easat-9367	236	11	can	can	AUX
easat-9367	236	12	have	have	VERB
easat-9367	236	13	lasting	last	VERB
easat-9367	236	14	and	and	CCONJ
easat-9367	236	15	nonlinear	nonlinear	ADJ
easat-9367	236	16	effects	effect	NOUN
easat-9367	236	17	on	on	ADP
easat-9367	236	18	others	other	NOUN
easat-9367	236	19	,	,	PUNCT
easat-9367	236	20	leading	lead	VERB
easat-9367	236	21	to	to	ADP
easat-9367	236	22	prolonged	prolonged	ADJ
easat-9367	236	23	interdependence	interdependence	NOUN
easat-9367	236	24	and	and	CCONJ
easat-9367	236	25	challenging	challenge	VERB
easat-9367	236	26	the	the	DET
easat-9367	236	27	assumption	assumption	NOUN
easat-9367	236	28	of	of	ADP
easat-9367	236	29	fully	fully	ADV
easat-9367	236	30	efficient	efficient	ADJ
easat-9367	236	31	and	and	CCONJ
easat-9367	236	32	independent	independent	ADJ
easat-9367	236	33	markets	market	NOUN
easat-9367	236	34	.	.	PUNCT
easat-9367	237	1	the	the	DET
easat-9367	237	2	level	level	NOUN
easat-9367	237	3	of	of	ADP
easat-9367	237	4	persistence	persistence	NOUN
easat-9367	237	5	in	in	ADP
easat-9367	237	6	the	the	DET
easat-9367	237	7	cross	cross	NOUN
easat-9367	237	8	-	-	NOUN
easat-9367	237	9	correlations	correlation	NOUN
easat-9367	237	10	can	can	AUX
easat-9367	237	11	be	be	AUX
easat-9367	237	12	evaluated	evaluate	VERB
easat-9367	237	13	by	by	ADP
easat-9367	237	14	examining	examine	VERB
easat-9367	237	15	the	the	DET
easat-9367	237	16	values	value	NOUN
easat-9367	237	17	of	of	ADP
easat-9367	237	18	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NOUN
easat-9367	237	19	)	)	PUNCT
easat-9367	237	20	.	.	PUNCT
easat-9367	238	1	the	the	DET
easat-9367	238	2	table	table	NOUN
easat-9367	238	3	below	below	ADP
easat-9367	238	4	presents	present	VERB
easat-9367	238	5	the	the	DET
easat-9367	238	6	corresponding	corresponding	ADJ
easat-9367	238	7	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NOUN
easat-9367	238	8	)	)	PUNCT
easat-9367	238	9	values	value	NOUN
easat-9367	238	10	for	for	ADP
easat-9367	238	11	each	each	DET
easat-9367	238	12	index	index	NOUN
easat-9367	238	13	pair	pair	NOUN
easat-9367	238	14	.	.	PUNCT
easat-9367	239	1	598	598	NUM
easat-9367	239	2	edelweiss	edelweiss	PROPN
easat-9367	239	3	applied	apply	VERB
easat-9367	239	4	science	science	NOUN
easat-9367	239	5	and	and	CCONJ
easat-9367	239	6	technology	technology	NOUN
easat-9367	239	7	issn	issn	PROPN
easat-9367	239	8	:	:	PUNCT
easat-9367	239	9	2576	2576	NUM
easat-9367	239	10	-	-	SYM
easat-9367	239	11	8484	8484	NUM
easat-9367	239	12	vol	vol	NOUN
easat-9367	239	13	.	.	PROPN
easat-9367	240	1	9	9	NUM
easat-9367	240	2	,	,	PUNCT
easat-9367	240	3	no	no	INTJ
easat-9367	240	4	.	.	NOUN
easat-9367	240	5	8	8	NUM
easat-9367	240	6	:	:	PUNCT
easat-9367	240	7	586	586	NUM
easat-9367	240	8	-	-	SYM
easat-9367	240	9	606	606	NUM
easat-9367	240	10	,	,	PUNCT
easat-9367	240	11	2025	2025	NUM
easat-9367	240	12	doi	doi	NOUN
easat-9367	240	13	:	:	PUNCT
easat-9367	240	14	10.55214/2576	10.55214/2576	NUM
easat-9367	240	15	-	-	SYM
easat-9367	240	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	240	17	©	©	PROPN
easat-9367	240	18	2025	2025	NUM
easat-9367	240	19	by	by	ADP
easat-9367	240	20	the	the	DET
easat-9367	240	21	authors	author	NOUN
easat-9367	240	22	;	;	PUNCT
easat-9367	240	23	licensee	licensee	PROPN
easat-9367	240	24	learning	learn	VERB
easat-9367	240	25	gate	gate	NOUN
easat-9367	240	26	table	table	NOUN
easat-9367	240	27	1	1	NUM
easat-9367	240	28	.	.	PUNCT
easat-9367	241	1	values	value	NOUN
easat-9367	241	2	of	of	ADP
easat-9367	241	3	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NOUN
easat-9367	241	4	)	)	PUNCT
easat-9367	241	5	for	for	ADP
easat-9367	241	6	the	the	DET
easat-9367	241	7	10	10	NUM
easat-9367	241	8	pairs	pair	NOUN
easat-9367	241	9	of	of	ADP
easat-9367	241	10	indices	index	NOUN
easat-9367	241	11	.	.	PUNCT
easat-9367	242	1	pairs	pair	NOUN
easat-9367	242	2	of	of	ADP
easat-9367	242	3	indices	index	NOUN
easat-9367	242	4	𝑯𝑿𝒀(𝟐	𝑯𝑿𝒀(𝟐	NUM
easat-9367	242	5	)	)	PUNCT
easat-9367	242	6	jse	jse	PROPN
easat-9367	242	7	vs	vs	ADP
easat-9367	242	8	masi	masi	PROPN
easat-9367	242	9	0.511	0.511	PROPN
easat-9367	242	10	jse	jse	PROPN
easat-9367	242	11	vs	vs	ADP
easat-9367	242	12	bse	bse	PROPN
easat-9367	242	13	0.504	0.504	NUM
easat-9367	242	14	jse	jse	PROPN
easat-9367	242	15	vs	vs	ADP
easat-9367	242	16	nse	nse	NOUN
easat-9367	242	17	0.514	0.514	NUM
easat-9367	242	18	jse	jse	PROPN
easat-9367	242	19	vs	vs	ADP
easat-9367	242	20	egx	egx	PROPN
easat-9367	242	21	0.509	0.509	NUM
easat-9367	242	22	masi	masi	PROPN
easat-9367	242	23	vs	vs	ADP
easat-9367	242	24	bse	bse	PROPN
easat-9367	242	25	0.497	0.497	NUM
easat-9367	242	26	masi	masi	PROPN
easat-9367	242	27	vs	vs	ADP
easat-9367	242	28	nse	nse	PROPN
easat-9367	242	29	0.513	0.513	NUM
easat-9367	242	30	masi	masi	PROPN
easat-9367	242	31	vs	vs	ADP
easat-9367	242	32	egx	egx	PROPN
easat-9367	242	33	0.510	0.510	NUM
easat-9367	242	34	bse	bse	NOUN
easat-9367	242	35	vs	vs	ADP
easat-9367	242	36	nse	nse	NOUN
easat-9367	242	37	0.508	0.508	NUM
easat-9367	242	38	bse	bse	NOUN
easat-9367	242	39	vs	vs	ADP
easat-9367	242	40	egx	egx	PROPN
easat-9367	242	41	0.506	0.506	NUM
easat-9367	242	42	nse	nse	NOUN
easat-9367	242	43	vs	vs	ADP
easat-9367	242	44	egx	egx	PROPN
easat-9367	242	45	0.514	0.514	NUM
easat-9367	242	46	it	it	PRON
easat-9367	242	47	is	be	AUX
easat-9367	242	48	observed	observe	VERB
easat-9367	242	49	that	that	SCONJ
easat-9367	242	50	the	the	DET
easat-9367	242	51	generalized	generalized	ADJ
easat-9367	242	52	hurst	hurst	PROPN
easat-9367	242	53	exponents	exponent	NOUN
easat-9367	242	54	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NUM
easat-9367	242	55	)	)	PUNCT
easat-9367	242	56	are	be	AUX
easat-9367	242	57	approximately	approximately	ADV
easat-9367	242	58	0.51	0.51	NUM
easat-9367	242	59	for	for	ADP
easat-9367	242	60	the	the	DET
easat-9367	242	61	majority	majority	NOUN
easat-9367	242	62	of	of	ADP
easat-9367	242	63	index	index	NOUN
easat-9367	242	64	pairs	pair	NOUN
easat-9367	242	65	,	,	PUNCT
easat-9367	242	66	with	with	ADP
easat-9367	242	67	the	the	DET
easat-9367	242	68	exception	exception	NOUN
easat-9367	242	69	of	of	ADP
easat-9367	242	70	the	the	DET
easat-9367	242	71	masi	masi	PROPN
easat-9367	242	72	-	-	PUNCT
easat-9367	242	73	bse	bse	PROPN
easat-9367	242	74	pair	pair	NOUN
easat-9367	242	75	,	,	PUNCT
easat-9367	242	76	which	which	PRON
easat-9367	242	77	has	have	VERB
easat-9367	242	78	a	a	DET
easat-9367	242	79	value	value	NOUN
easat-9367	242	80	of	of	ADP
easat-9367	242	81	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NOUN
easat-9367	242	82	)	)	PUNCT
easat-9367	242	83	=	=	NOUN
easat-9367	242	84	0.497	0.497	NUM
easat-9367	242	85	.	.	PUNCT
easat-9367	243	1	this	this	PRON
easat-9367	243	2	means	mean	VERB
easat-9367	243	3	that	that	SCONJ
easat-9367	243	4	for	for	ADP
easat-9367	243	5	9	9	NUM
easat-9367	243	6	out	out	ADP
easat-9367	243	7	of	of	ADP
easat-9367	243	8	the	the	DET
easat-9367	243	9	10	10	NUM
easat-9367	243	10	index	index	NOUN
easat-9367	243	11	pairs	pair	NOUN
easat-9367	243	12	,	,	PUNCT
easat-9367	243	13	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NUM
easat-9367	243	14	)	)	PUNCT
easat-9367	243	15	>	>	X
easat-9367	243	16	0.5	0.5	NUM
easat-9367	243	17	,	,	PUNCT
easat-9367	243	18	indicating	indicate	VERB
easat-9367	243	19	the	the	DET
easat-9367	243	20	presence	presence	NOUN
easat-9367	243	21	of	of	ADP
easat-9367	243	22	long	long	ADJ
easat-9367	243	23	-	-	PUNCT
easat-9367	243	24	range	range	NOUN
easat-9367	243	25	persistent	persistent	ADJ
easat-9367	243	26	cross	cross	NOUN
easat-9367	243	27	-	-	NOUN
easat-9367	243	28	correlations	correlation	NOUN
easat-9367	243	29	among	among	ADP
easat-9367	243	30	those	those	DET
easat-9367	243	31	pairs	pair	NOUN
easat-9367	243	32	.	.	PUNCT
easat-9367	244	1	the	the	DET
easat-9367	244	2	observation	observation	NOUN
easat-9367	244	3	that	that	SCONJ
easat-9367	244	4	the	the	DET
easat-9367	244	5	generalized	generalized	ADJ
easat-9367	244	6	hurst	hurst	PROPN
easat-9367	244	7	exponents	exponent	NOUN
easat-9367	244	8	𝐻𝑋𝑌(2	𝐻𝑋𝑌(2	NUM
easat-9367	244	9	)	)	PUNCT
easat-9367	244	10	are	be	AUX
easat-9367	244	11	around	around	ADV
easat-9367	244	12	0.51	0.51	NUM
easat-9367	244	13	for	for	ADP
easat-9367	244	14	most	most	ADJ
easat-9367	244	15	index	index	NOUN
easat-9367	244	16	pairs	pair	NOUN
easat-9367	244	17	,	,	PUNCT
easat-9367	244	18	with	with	ADP
easat-9367	244	19	the	the	DET
easat-9367	244	20	exception	exception	NOUN
easat-9367	244	21	of	of	ADP
easat-9367	244	22	the	the	DET
easat-9367	244	23	masi	masi	PROPN
easat-9367	244	24	-	-	PUNCT
easat-9367	244	25	bse	bse	NOUN
easat-9367	244	26	pair	pair	NOUN
easat-9367	244	27	at	at	ADP
easat-9367	244	28	0.497	0.497	NUM
easat-9367	244	29	,	,	PUNCT
easat-9367	244	30	indicates	indicate	VERB
easat-9367	244	31	that	that	SCONJ
easat-9367	244	32	nine	nine	NUM
easat-9367	244	33	out	out	ADP
easat-9367	244	34	of	of	ADP
easat-9367	244	35	ten	ten	NUM
easat-9367	244	36	pairs	pair	NOUN
easat-9367	244	37	exhibit	exhibit	VERB
easat-9367	244	38	longrange	longrange	PROPN
easat-9367	244	39	persistent	persistent	ADJ
easat-9367	244	40	cross	cross	NOUN
easat-9367	244	41	-	-	NOUN
easat-9367	244	42	correlations	correlation	NOUN
easat-9367	244	43	.	.	PUNCT
easat-9367	245	1	this	this	DET
easat-9367	245	2	persistence	persistence	NOUN
easat-9367	245	3	reflects	reflect	VERB
easat-9367	245	4	a	a	DET
easat-9367	245	5	significant	significant	ADJ
easat-9367	245	6	degree	degree	NOUN
easat-9367	245	7	of	of	ADP
easat-9367	245	8	market	market	NOUN
easat-9367	245	9	inefficiency	inefficiency	NOUN
easat-9367	245	10	,	,	PUNCT
easat-9367	245	11	as	as	SCONJ
easat-9367	245	12	it	it	PRON
easat-9367	245	13	implies	imply	VERB
easat-9367	245	14	that	that	SCONJ
easat-9367	245	15	past	past	ADJ
easat-9367	245	16	interactions	interaction	NOUN
easat-9367	245	17	between	between	ADP
easat-9367	245	18	these	these	DET
easat-9367	245	19	markets	market	NOUN
easat-9367	245	20	influence	influence	VERB
easat-9367	245	21	their	their	PRON
easat-9367	245	22	future	future	ADJ
easat-9367	245	23	behavior	behavior	NOUN
easat-9367	245	24	over	over	ADP
easat-9367	245	25	extended	extended	ADJ
easat-9367	245	26	periods	period	NOUN
easat-9367	245	27	.	.	PUNCT
easat-9367	246	1	such	such	ADJ
easat-9367	246	2	inefficiencies	inefficiency	NOUN
easat-9367	246	3	suggest	suggest	VERB
easat-9367	246	4	that	that	SCONJ
easat-9367	246	5	information	information	NOUN
easat-9367	246	6	or	or	CCONJ
easat-9367	246	7	shocks	shock	NOUN
easat-9367	246	8	are	be	AUX
easat-9367	246	9	not	not	PART
easat-9367	246	10	fully	fully	ADV
easat-9367	246	11	or	or	CCONJ
easat-9367	246	12	instantaneously	instantaneously	ADV
easat-9367	246	13	absorbed	absorb	VERB
easat-9367	246	14	,	,	PUNCT
easat-9367	246	15	allowing	allow	VERB
easat-9367	246	16	predictable	predictable	ADJ
easat-9367	246	17	patterns	pattern	NOUN
easat-9367	246	18	or	or	CCONJ
easat-9367	246	19	dependencies	dependency	NOUN
easat-9367	246	20	to	to	PART
easat-9367	246	21	persist	persist	VERB
easat-9367	246	22	.	.	PUNCT
easat-9367	247	1	consequently	consequently	ADV
easat-9367	247	2	,	,	PUNCT
easat-9367	247	3	these	these	DET
easat-9367	247	4	persistent	persistent	ADJ
easat-9367	247	5	crosscorrelations	crosscorrelation	NOUN
easat-9367	247	6	reveal	reveal	VERB
easat-9367	247	7	opportunities	opportunity	NOUN
easat-9367	247	8	for	for	SCONJ
easat-9367	247	9	market	market	NOUN
easat-9367	247	10	participants	participant	NOUN
easat-9367	247	11	to	to	PART
easat-9367	247	12	potentially	potentially	ADV
easat-9367	247	13	exploit	exploit	VERB
easat-9367	247	14	these	these	DET
easat-9367	247	15	predictable	predictable	ADJ
easat-9367	247	16	dynamics	dynamic	NOUN
easat-9367	247	17	,	,	PUNCT
easat-9367	247	18	while	while	SCONJ
easat-9367	247	19	also	also	ADV
easat-9367	247	20	highlighting	highlight	VERB
easat-9367	247	21	the	the	DET
easat-9367	247	22	need	need	NOUN
easat-9367	247	23	for	for	ADP
easat-9367	247	24	careful	careful	ADJ
easat-9367	247	25	risk	risk	NOUN
easat-9367	247	26	management	management	NOUN
easat-9367	247	27	given	give	VERB
easat-9367	247	28	the	the	DET
easat-9367	247	29	prolonged	prolonged	ADJ
easat-9367	247	30	interdependencies	interdependency	NOUN
easat-9367	247	31	between	between	ADP
easat-9367	247	32	the	the	DET
easat-9367	247	33	african	african	ADJ
easat-9367	247	34	stock	stock	NOUN
easat-9367	247	35	markets	market	NOUN
easat-9367	247	36	.	.	PUNCT
easat-9367	248	1	4.2.3	4.2.3	X
easat-9367	248	2	.	.	PUNCT
easat-9367	249	1	measuring	measure	VERB
easat-9367	249	2	the	the	DET
easat-9367	249	3	strength	strength	NOUN
easat-9367	249	4	of	of	ADP
easat-9367	249	5	multifractality	multifractality	NOUN
easat-9367	249	6	the	the	DET
easat-9367	249	7	intensity	intensity	NOUN
easat-9367	249	8	of	of	ADP
easat-9367	249	9	multifractality	multifractality	NOUN
easat-9367	249	10	in	in	ADP
easat-9367	249	11	the	the	DET
easat-9367	249	12	cross	cross	NOUN
easat-9367	249	13	-	-	NOUN
easat-9367	249	14	correlations	correlation	NOUN
easat-9367	249	15	can	can	AUX
easat-9367	249	16	be	be	AUX
easat-9367	249	17	quantified	quantify	VERB
easat-9367	249	18	using	use	VERB
easat-9367	249	19	δ𝐻𝑋𝑌	δ𝐻𝑋𝑌	NOUN
easat-9367	249	20	and	and	CCONJ
easat-9367	249	21	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	NUM
easat-9367	249	22	,	,	PUNCT
easat-9367	249	23	as	as	SCONJ
easat-9367	249	24	outlined	outline	VERB
easat-9367	249	25	in	in	ADP
easat-9367	249	26	equation	equation	NOUN
easat-9367	249	27	(	(	PUNCT
easat-9367	249	28	8)	8)	NUM
easat-9367	249	29	.	.	PUNCT
easat-9367	250	1	the	the	DET
easat-9367	250	2	table	table	NOUN
easat-9367	250	3	below	below	ADP
easat-9367	250	4	displays	display	VERB
easat-9367	250	5	the	the	DET
easat-9367	250	6	multifractality	multifractality	NOUN
easat-9367	250	7	levels	level	NOUN
easat-9367	250	8	for	for	ADP
easat-9367	250	9	the	the	DET
easat-9367	250	10	ten	ten	NUM
easat-9367	250	11	index	index	NOUN
easat-9367	250	12	pairs	pair	NOUN
easat-9367	250	13	based	base	VERB
easat-9367	250	14	on	on	ADP
easat-9367	250	15	these	these	DET
easat-9367	250	16	two	two	NUM
easat-9367	250	17	indicators	indicator	NOUN
easat-9367	250	18	.	.	PUNCT
easat-9367	251	1	table	table	NOUN
easat-9367	251	2	2	2	NUM
easat-9367	251	3	.	.	PUNCT
easat-9367	251	4	degrees	degree	NOUN
easat-9367	251	5	of	of	ADP
easat-9367	251	6	multifractality	multifractality	NOUN
easat-9367	251	7	of	of	ADP
easat-9367	251	8	the	the	DET
easat-9367	251	9	ten	ten	NUM
easat-9367	251	10	pairs	pair	NOUN
easat-9367	251	11	cross	cross	NOUN
easat-9367	251	12	-	-	NOUN
easat-9367	251	13	correlations	correlation	NOUN
easat-9367	251	14	based	base	VERB
easat-9367	251	15	on	on	ADP
easat-9367	251	16	δ𝐻𝑋𝑌	δ𝐻𝑋𝑌	NOUN
easat-9367	251	17	and	and	CCONJ
easat-9367	251	18	∆𝛼𝑋𝑌.	∆𝛼𝑋𝑌.	PUNCT
easat-9367	252	1	all	all	DET
easat-9367	252	2	measured	measure	VERB
easat-9367	252	3	multifractality	multifractality	NOUN
easat-9367	252	4	levels	level	NOUN
easat-9367	252	5	exceed	exceed	VERB
easat-9367	252	6	0.3	0.3	NUM
easat-9367	252	7	,	,	PUNCT
easat-9367	252	8	confirming	confirm	VERB
easat-9367	252	9	the	the	DET
easat-9367	252	10	presence	presence	NOUN
easat-9367	252	11	of	of	ADP
easat-9367	252	12	multifractal	multifractal	ADJ
easat-9367	252	13	characteristics	characteristic	NOUN
easat-9367	252	14	in	in	ADP
easat-9367	252	15	the	the	DET
easat-9367	252	16	cross	cross	NOUN
easat-9367	252	17	-	-	NOUN
easat-9367	252	18	correlations	correlation	NOUN
easat-9367	252	19	among	among	ADP
easat-9367	252	20	the	the	DET
easat-9367	252	21	ten	ten	NUM
easat-9367	252	22	pairs	pair	NOUN
easat-9367	252	23	of	of	ADP
easat-9367	252	24	indices	index	NOUN
easat-9367	252	25	.	.	PUNCT
easat-9367	253	1	the	the	DET
easat-9367	253	2	jse	jse	PROPN
easat-9367	253	3	-	-	PUNCT
easat-9367	253	4	masi	masi	PROPN
easat-9367	253	5	pair	pair	PROPN
easat-9367	253	6	shows	show	VERB
easat-9367	253	7	the	the	DET
easat-9367	253	8	strongest	strong	ADJ
easat-9367	253	9	multifractality	multifractality	NOUN
easat-9367	253	10	,	,	PUNCT
easat-9367	253	11	followed	follow	VERB
easat-9367	253	12	in	in	ADP
easat-9367	253	13	descending	descend	VERB
easat-9367	253	14	order	order	NOUN
easat-9367	253	15	by	by	ADP
easat-9367	253	16	bse	bse	NOUN
easat-9367	253	17	-	-	PUNCT
easat-9367	253	18	nse	nse	NOUN
easat-9367	253	19	,	,	PUNCT
easat-9367	253	20	jse	jse	PROPN
easat-9367	253	21	-	-	PUNCT
easat-9367	253	22	bse	bse	PROPN
easat-9367	253	23	,	,	PUNCT
easat-9367	253	24	masi	masi	PROPN
easat-9367	253	25	-	-	PUNCT
easat-9367	253	26	nse	nse	ADJ
easat-9367	253	27	,	,	PUNCT
easat-9367	253	28	nse	nse	NOUN
easat-9367	253	29	-	-	PUNCT
easat-9367	253	30	egx	egx	PROPN
easat-9367	253	31	,	,	PUNCT
easat-9367	253	32	jse	jse	PROPN
easat-9367	253	33	-	-	PUNCT
easat-9367	253	34	egx	egx	PROPN
easat-9367	253	35	,	,	PUNCT
easat-9367	253	36	masi	masi	PROPN
easat-9367	253	37	-	-	PUNCT
easat-9367	253	38	egx	egx	PROPN
easat-9367	253	39	,	,	PUNCT
easat-9367	253	40	masi	masi	PROPN
easat-9367	253	41	-	-	PUNCT
easat-9367	253	42	bse	bse	PROPN
easat-9367	253	43	,	,	PUNCT
easat-9367	253	44	bse	bse	PROPN
easat-9367	253	45	-	-	PUNCT
easat-9367	253	46	egx	egx	PROPN
easat-9367	253	47	,	,	PUNCT
easat-9367	253	48	and	and	CCONJ
easat-9367	253	49	jse	jse	PROPN
easat-9367	253	50	-	-	PUNCT
easat-9367	253	51	nse	nse	NOUN
easat-9367	253	52	pairs	pair	NOUN
easat-9367	253	53	.	.	PUNCT
easat-9367	254	1	the	the	DET
easat-9367	254	2	notably	notably	ADV
easat-9367	254	3	high	high	ADJ
easat-9367	254	4	multifractality	multifractality	NOUN
easat-9367	254	5	in	in	ADP
easat-9367	254	6	the	the	DET
easat-9367	254	7	jse	jse	PROPN
easat-9367	254	8	-	-	PUNCT
easat-9367	254	9	masi	masi	PROPN
easat-9367	254	10	pair	pair	NOUN
easat-9367	254	11	carries	carry	VERB
easat-9367	254	12	important	important	ADJ
easat-9367	254	13	implications	implication	NOUN
easat-9367	254	14	:	:	PUNCT
easat-9367	254	15	investors	investor	NOUN
easat-9367	254	16	should	should	AUX
easat-9367	254	17	be	be	AUX
easat-9367	254	18	aware	aware	ADJ
easat-9367	254	19	of	of	ADP
easat-9367	254	20	the	the	DET
easat-9367	254	21	persistent	persistent	ADJ
easat-9367	254	22	and	and	CCONJ
easat-9367	254	23	potentially	potentially	ADV
easat-9367	254	24	volatile	volatile	ADJ
easat-9367	254	25	patterns	pattern	NOUN
easat-9367	254	26	between	between	ADP
easat-9367	254	27	these	these	DET
easat-9367	254	28	markets	market	NOUN
easat-9367	254	29	,	,	PUNCT
easat-9367	254	30	adjusting	adjust	VERB
easat-9367	254	31	their	their	PRON
easat-9367	254	32	strategies	strategy	NOUN
easat-9367	254	33	accordingly	accordingly	ADV
easat-9367	254	34	.	.	PUNCT
easat-9367	255	1	portfolio	portfolio	NOUN
easat-9367	255	2	pairs	pair	NOUN
easat-9367	255	3	of	of	ADP
easat-9367	255	4	indices	index	NOUN
easat-9367	255	5	𝚫𝑯𝑿𝒀	𝚫𝑯𝑿𝒀	PROPN
easat-9367	255	6	∆𝜶𝑿𝒀	∆𝜶𝑿𝒀	X
easat-9367	255	7	jse	jse	PROPN
easat-9367	255	8	vs	vs	ADP
easat-9367	255	9	masi	masi	PROPN
easat-9367	255	10	0.502	0.502	NUM
easat-9367	255	11	0.559	0.559	NUM
easat-9367	255	12	jse	jse	PROPN
easat-9367	255	13	vs	vs	ADP
easat-9367	255	14	bse	bse	NOUN
easat-9367	255	15	0.421	0.421	NUM
easat-9367	255	16	0.470	0.470	NUM
easat-9367	255	17	jse	jse	PROPN
easat-9367	255	18	vs	vs	ADP
easat-9367	255	19	nse	nse	NOUN
easat-9367	255	20	0.347	0.347	NUM
easat-9367	255	21	0.395	0.395	NUM
easat-9367	255	22	jse	jse	PROPN
easat-9367	255	23	vs	vs	ADP
easat-9367	255	24	egx	egx	PROPN
easat-9367	255	25	0.365	0.365	NUM
easat-9367	255	26	0.422	0.422	NUM
easat-9367	255	27	masi	masi	PROPN
easat-9367	255	28	vs	vs	ADP
easat-9367	255	29	bse	bse	PROPN
easat-9367	255	30	0.363	0.363	NUM
easat-9367	255	31	0.410	0.410	NUM
easat-9367	255	32	masi	masi	PROPN
easat-9367	255	33	vs	vs	ADP
easat-9367	255	34	nse	nse	PROPN
easat-9367	255	35	0.405	0.405	NUM
easat-9367	255	36	0.457	0.457	NUM
easat-9367	255	37	masi	masi	PROPN
easat-9367	255	38	vs	vs	ADP
easat-9367	255	39	egx	egx	PROPN
easat-9367	255	40	0.364	0.364	NUM
easat-9367	255	41	0.418	0.418	NUM
easat-9367	255	42	bse	bse	NOUN
easat-9367	255	43	vs	vs	ADP
easat-9367	255	44	nse	nse	NOUN
easat-9367	255	45	0.494	0.494	NUM
easat-9367	255	46	0.545	0.545	NUM
easat-9367	255	47	bse	bse	NOUN
easat-9367	255	48	vs	vs	ADP
easat-9367	255	49	egx	egx	PROPN
easat-9367	255	50	0.362	0.362	NUM
easat-9367	255	51	0.409	0.409	NUM
easat-9367	255	52	nse	nse	NOUN
easat-9367	255	53	vs	vs	ADP
easat-9367	255	54	egx	egx	PROPN
easat-9367	255	55	0.397	0.397	NUM
easat-9367	255	56	0.445	0.445	NUM
easat-9367	255	57	599	599	NUM
easat-9367	255	58	edelweiss	edelweiss	PROPN
easat-9367	255	59	applied	apply	VERB
easat-9367	255	60	science	science	NOUN
easat-9367	255	61	and	and	CCONJ
easat-9367	255	62	technology	technology	NOUN
easat-9367	255	63	issn	issn	PROPN
easat-9367	255	64	:	:	PUNCT
easat-9367	255	65	2576	2576	NUM
easat-9367	255	66	-	-	SYM
easat-9367	255	67	8484	8484	NUM
easat-9367	255	68	vol	vol	NOUN
easat-9367	255	69	.	.	PROPN
easat-9367	256	1	9	9	NUM
easat-9367	256	2	,	,	PUNCT
easat-9367	256	3	no	no	INTJ
easat-9367	256	4	.	.	NOUN
easat-9367	256	5	8	8	NUM
easat-9367	256	6	:	:	PUNCT
easat-9367	256	7	586	586	NUM
easat-9367	256	8	-	-	SYM
easat-9367	256	9	606	606	NUM
easat-9367	256	10	,	,	PUNCT
easat-9367	256	11	2025	2025	NUM
easat-9367	256	12	doi	doi	NOUN
easat-9367	256	13	:	:	PUNCT
easat-9367	256	14	10.55214/2576	10.55214/2576	NUM
easat-9367	256	15	-	-	SYM
easat-9367	256	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	256	17	©	©	PROPN
easat-9367	256	18	2025	2025	NUM
easat-9367	256	19	by	by	ADP
easat-9367	256	20	the	the	DET
easat-9367	256	21	authors	author	NOUN
easat-9367	256	22	;	;	PUNCT
easat-9367	256	23	licensee	licensee	PROPN
easat-9367	256	24	learning	learn	VERB
easat-9367	256	25	gate	gate	NOUN
easat-9367	256	26	managers	manager	NOUN
easat-9367	256	27	need	need	VERB
easat-9367	256	28	to	to	PART
easat-9367	256	29	consider	consider	VERB
easat-9367	256	30	differences	difference	NOUN
easat-9367	256	31	in	in	ADP
easat-9367	256	32	multifractality	multifractality	NOUN
easat-9367	256	33	when	when	SCONJ
easat-9367	256	34	managing	manage	VERB
easat-9367	256	35	diversification	diversification	NOUN
easat-9367	256	36	and	and	CCONJ
easat-9367	256	37	risk	risk	NOUN
easat-9367	256	38	,	,	PUNCT
easat-9367	256	39	especially	especially	ADV
easat-9367	256	40	given	give	VERB
easat-9367	256	41	the	the	DET
easat-9367	256	42	close	close	ADJ
easat-9367	256	43	interdependence	interdependence	NOUN
easat-9367	256	44	of	of	ADP
easat-9367	256	45	the	the	DET
easat-9367	256	46	jse	jse	PROPN
easat-9367	256	47	-	-	PUNCT
easat-9367	256	48	masi	masi	PROPN
easat-9367	256	49	pair	pair	PROPN
easat-9367	256	50	.	.	PUNCT
easat-9367	257	1	policymakers	policymaker	NOUN
easat-9367	257	2	should	should	AUX
easat-9367	257	3	understand	understand	VERB
easat-9367	257	4	that	that	SCONJ
easat-9367	257	5	market	market	NOUN
easat-9367	257	6	shocks	shock	NOUN
easat-9367	257	7	or	or	CCONJ
easat-9367	257	8	regulatory	regulatory	ADJ
easat-9367	257	9	actions	action	NOUN
easat-9367	257	10	in	in	ADP
easat-9367	257	11	one	one	NUM
easat-9367	257	12	market	market	NOUN
easat-9367	257	13	may	may	AUX
easat-9367	257	14	have	have	VERB
easat-9367	257	15	prolonged	prolong	VERB
easat-9367	257	16	impacts	impact	NOUN
easat-9367	257	17	on	on	ADP
easat-9367	257	18	others	other	NOUN
easat-9367	257	19	,	,	PUNCT
easat-9367	257	20	highlighting	highlight	VERB
easat-9367	257	21	the	the	DET
easat-9367	257	22	need	need	NOUN
easat-9367	257	23	for	for	ADP
easat-9367	257	24	coordinated	coordinated	ADJ
easat-9367	257	25	policies	policy	NOUN
easat-9367	257	26	addressing	address	VERB
easat-9367	257	27	both	both	CCONJ
easat-9367	257	28	immediate	immediate	ADJ
easat-9367	257	29	and	and	CCONJ
easat-9367	257	30	long	long	ADJ
easat-9367	257	31	-	-	PUNCT
easat-9367	257	32	term	term	NOUN
easat-9367	257	33	effects	effect	NOUN
easat-9367	257	34	.	.	PUNCT
easat-9367	258	1	from	from	ADP
easat-9367	258	2	a	a	DET
easat-9367	258	3	risk	risk	NOUN
easat-9367	258	4	management	management	NOUN
easat-9367	258	5	perspective	perspective	NOUN
easat-9367	258	6	,	,	PUNCT
easat-9367	258	7	the	the	DET
easat-9367	258	8	complex	complex	ADJ
easat-9367	258	9	,	,	PUNCT
easat-9367	258	10	nonlinear	nonlinear	ADJ
easat-9367	258	11	dependencies	dependency	NOUN
easat-9367	258	12	observed	observe	VERB
easat-9367	258	13	in	in	ADP
easat-9367	258	14	the	the	DET
easat-9367	258	15	jse	jse	PROPN
easat-9367	258	16	-	-	PUNCT
easat-9367	258	17	masi	masi	PROPN
easat-9367	258	18	pair	pair	NOUN
easat-9367	258	19	underline	underline	VERB
easat-9367	258	20	the	the	DET
easat-9367	258	21	importance	importance	NOUN
easat-9367	258	22	of	of	ADP
easat-9367	258	23	employing	employ	VERB
easat-9367	258	24	sophisticated	sophisticated	ADJ
easat-9367	258	25	models	model	NOUN
easat-9367	258	26	capable	capable	ADJ
easat-9367	258	27	of	of	ADP
easat-9367	258	28	capturing	capture	VERB
easat-9367	258	29	these	these	DET
easat-9367	258	30	dynamics	dynamic	NOUN
easat-9367	258	31	to	to	PART
easat-9367	258	32	enhance	enhance	VERB
easat-9367	258	33	risk	risk	NOUN
easat-9367	258	34	prediction	prediction	NOUN
easat-9367	258	35	and	and	CCONJ
easat-9367	258	36	hedging	hedging	NOUN
easat-9367	258	37	approaches	approach	NOUN
easat-9367	258	38	.	.	PUNCT
easat-9367	259	1	4.2.4	4.2.4	X
easat-9367	259	2	.	.	PUNCT
easat-9367	260	1	origins	origin	NOUN
easat-9367	260	2	of	of	ADP
easat-9367	260	3	multifractal	multifractal	ADJ
easat-9367	260	4	cross	cross	NOUN
easat-9367	260	5	-	-	NOUN
easat-9367	260	6	correlations	correlation	NOUN
easat-9367	260	7	as	as	SCONJ
easat-9367	260	8	mentioned	mention	VERB
easat-9367	260	9	earlier	early	ADV
easat-9367	260	10	,	,	PUNCT
easat-9367	260	11	multifractality	multifractality	NOUN
easat-9367	260	12	in	in	ADP
easat-9367	260	13	cross	cross	NOUN
easat-9367	260	14	-	-	NOUN
easat-9367	260	15	correlations	correlation	NOUN
easat-9367	260	16	arises	arise	VERB
easat-9367	260	17	mainly	mainly	ADV
easat-9367	260	18	from	from	ADP
easat-9367	260	19	two	two	NUM
easat-9367	260	20	factors	factor	NOUN
easat-9367	260	21	:	:	PUNCT
easat-9367	260	22	long	long	ADJ
easat-9367	260	23	-	-	PUNCT
easat-9367	260	24	term	term	NOUN
easat-9367	260	25	temporal	temporal	ADJ
easat-9367	260	26	cross	cross	NOUN
easat-9367	260	27	-	-	NOUN
easat-9367	260	28	correlations	correlation	NOUN
easat-9367	260	29	and	and	CCONJ
easat-9367	260	30	heavy	heavy	ADV
easat-9367	260	31	-	-	PUNCT
easat-9367	260	32	tailed	tail	VERB
easat-9367	260	33	distributions	distribution	NOUN
easat-9367	260	34	.	.	PUNCT
easat-9367	261	1	to	to	PART
easat-9367	261	2	assess	assess	VERB
easat-9367	261	3	the	the	DET
easat-9367	261	4	individual	individual	ADJ
easat-9367	261	5	impact	impact	NOUN
easat-9367	261	6	of	of	ADP
easat-9367	261	7	each	each	DET
easat-9367	261	8	factor	factor	NOUN
easat-9367	261	9	on	on	ADP
easat-9367	261	10	the	the	DET
easat-9367	261	11	overall	overall	ADJ
easat-9367	261	12	multifractality	multifractality	NOUN
easat-9367	261	13	,	,	PUNCT
easat-9367	261	14	we	we	PRON
easat-9367	261	15	applied	apply	VERB
easat-9367	261	16	two	two	NUM
easat-9367	261	17	transformations	transformation	NOUN
easat-9367	261	18	to	to	ADP
easat-9367	261	19	the	the	DET
easat-9367	261	20	original	original	ADJ
easat-9367	261	21	logarithmic	logarithmic	ADJ
easat-9367	261	22	return	return	NOUN
easat-9367	261	23	series	series	NOUN
easat-9367	261	24	:	:	PUNCT
easat-9367	261	25	shuffling	shuffle	VERB
easat-9367	261	26	and	and	CCONJ
easat-9367	261	27	phase	phase	NOUN
easat-9367	261	28	randomization	randomization	NOUN
easat-9367	261	29	(	(	PUNCT
easat-9367	261	30	surrogate	surrogate	NOUN
easat-9367	261	31	)	)	PUNCT
easat-9367	261	32	.	.	PUNCT
easat-9367	262	1	in	in	ADP
easat-9367	262	2	this	this	DET
easat-9367	262	3	analysis	analysis	NOUN
easat-9367	262	4	,	,	PUNCT
easat-9367	262	5	two	two	NUM
easat-9367	262	6	shuffling	shuffle	VERB
easat-9367	262	7	methods	method	NOUN
easat-9367	262	8	,	,	PUNCT
easat-9367	262	9	“	"	PUNCT
easat-9367	262	10	randperm	randperm	NOUN
easat-9367	262	11	”	"	PUNCT
easat-9367	262	12	and	and	CCONJ
easat-9367	262	13	“	"	PUNCT
easat-9367	262	14	randi	randi	NOUN
easat-9367	262	15	”	"	PUNCT
easat-9367	262	16	,	,	PUNCT
easat-9367	262	17	were	be	AUX
easat-9367	262	18	utilized	utilize	VERB
easat-9367	262	19	,	,	PUNCT
easat-9367	262	20	while	while	SCONJ
easat-9367	262	21	phase	phase	NOUN
easat-9367	262	22	randomization	randomization	NOUN
easat-9367	262	23	was	be	AUX
easat-9367	262	24	performed	perform	VERB
easat-9367	262	25	using	use	VERB
easat-9367	262	26	the	the	DET
easat-9367	262	27	inverse	inverse	NOUN
easat-9367	262	28	fast	fast	ADJ
easat-9367	262	29	fourier	fourier	NOUN
easat-9367	262	30	transform	transform	NOUN
easat-9367	262	31	(	(	PUNCT
easat-9367	262	32	ifft	ifft	NOUN
easat-9367	262	33	)	)	PUNCT
easat-9367	262	34	technique	technique	NOUN
easat-9367	262	35	.	.	PUNCT
easat-9367	263	1	figures	figure	NOUN
easat-9367	263	2	4	4	NUM
easat-9367	263	3	and	and	CCONJ
easat-9367	263	4	5	5	NUM
easat-9367	263	5	below	below	ADP
easat-9367	263	6	present	present	NOUN
easat-9367	263	7	a	a	DET
easat-9367	263	8	comparison	comparison	NOUN
easat-9367	263	9	of	of	ADP
easat-9367	263	10	the	the	DET
easat-9367	263	11	generalized	generalized	ADJ
easat-9367	263	12	hurst	hurst	PROPN
easat-9367	263	13	exponent	exponent	PROPN
easat-9367	263	14	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-9367	263	15	)	)	PUNCT
easat-9367	263	16	and	and	CCONJ
easat-9367	263	17	the	the	DET
easat-9367	263	18	singularity	singularity	NOUN
easat-9367	263	19	spectra	spectra	NOUN
easat-9367	263	20	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	NOUN
easat-9367	263	21	)	)	PUNCT
easat-9367	263	22	curves	curve	NOUN
easat-9367	263	23	for	for	ADP
easat-9367	263	24	the	the	DET
easat-9367	263	25	original	original	ADJ
easat-9367	263	26	index	index	NOUN
easat-9367	263	27	return	return	VERB
easat-9367	263	28	pairs	pair	NOUN
easat-9367	263	29	alongside	alongside	ADP
easat-9367	263	30	those	those	PRON
easat-9367	263	31	of	of	ADP
easat-9367	263	32	the	the	DET
easat-9367	263	33	shuffled	shuffled	ADJ
easat-9367	263	34	and	and	CCONJ
easat-9367	263	35	surrogate	surrogate	ADJ
easat-9367	263	36	series	series	NOUN
easat-9367	263	37	.	.	PUNCT
easat-9367	264	1	600	600	NUM
easat-9367	264	2	edelweiss	edelweiss	PROPN
easat-9367	264	3	applied	apply	VERB
easat-9367	264	4	science	science	NOUN
easat-9367	264	5	and	and	CCONJ
easat-9367	264	6	technology	technology	NOUN
easat-9367	264	7	issn	issn	PROPN
easat-9367	264	8	:	:	PUNCT
easat-9367	264	9	2576	2576	NUM
easat-9367	264	10	-	-	SYM
easat-9367	264	11	8484	8484	NUM
easat-9367	264	12	vol	vol	NOUN
easat-9367	264	13	.	.	PROPN
easat-9367	265	1	9	9	NUM
easat-9367	265	2	,	,	PUNCT
easat-9367	265	3	no	no	INTJ
easat-9367	265	4	.	.	NOUN
easat-9367	265	5	8	8	NUM
easat-9367	265	6	:	:	PUNCT
easat-9367	265	7	586	586	NUM
easat-9367	265	8	-	-	SYM
easat-9367	265	9	606	606	NUM
easat-9367	265	10	,	,	PUNCT
easat-9367	265	11	2025	2025	NUM
easat-9367	265	12	doi	doi	NOUN
easat-9367	265	13	:	:	PUNCT
easat-9367	265	14	10.55214/2576	10.55214/2576	NUM
easat-9367	265	15	-	-	SYM
easat-9367	265	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	265	17	©	©	PROPN
easat-9367	265	18	2025	2025	NUM
easat-9367	265	19	by	by	ADP
easat-9367	265	20	the	the	DET
easat-9367	265	21	authors	author	NOUN
easat-9367	265	22	;	;	PUNCT
easat-9367	265	23	licensee	licensee	PROPN
easat-9367	265	24	learning	learn	VERB
easat-9367	265	25	gate	gate	NOUN
easat-9367	265	26	figure	figure	NOUN
easat-9367	265	27	4	4	NUM
easat-9367	265	28	.	.	PUNCT
easat-9367	265	29	generalized	generalize	VERB
easat-9367	265	30	hurst	hurst	PROPN
easat-9367	265	31	exponent	exponent	PROPN
easat-9367	265	32	𝐻𝑋𝑌(𝑞	𝐻𝑋𝑌(𝑞	PROPN
easat-9367	265	33	)	)	PUNCT
easat-9367	265	34	vs.	vs.	X
easat-9367	265	35	𝑞	𝑞	PROPN
easat-9367	265	36	for	for	ADP
easat-9367	265	37	all	all	DET
easat-9367	265	38	the	the	DET
easat-9367	265	39	indices	index	NOUN
easat-9367	265	40	’	'	PUNCT
easat-9367	265	41	pairs	pair	NOUN
easat-9367	265	42	series	series	NOUN
easat-9367	265	43	of	of	ADP
easat-9367	265	44	original	original	ADJ
easat-9367	265	45	,	,	PUNCT
easat-9367	265	46	surrogate	surrogate	ADJ
easat-9367	265	47	and	and	CCONJ
easat-9367	265	48	shuffled	shuffle	VERB
easat-9367	265	49	.	.	PUNCT
easat-9367	266	1	601	601	NUM
easat-9367	266	2	edelweiss	edelweiss	PROPN
easat-9367	266	3	applied	apply	VERB
easat-9367	266	4	science	science	NOUN
easat-9367	266	5	and	and	CCONJ
easat-9367	266	6	technology	technology	NOUN
easat-9367	266	7	issn	issn	PROPN
easat-9367	266	8	:	:	PUNCT
easat-9367	266	9	2576	2576	NUM
easat-9367	266	10	-	-	SYM
easat-9367	266	11	8484	8484	NUM
easat-9367	266	12	vol	vol	NOUN
easat-9367	266	13	.	.	PROPN
easat-9367	267	1	9	9	NUM
easat-9367	267	2	,	,	PUNCT
easat-9367	267	3	no	no	INTJ
easat-9367	267	4	.	.	NOUN
easat-9367	267	5	8	8	NUM
easat-9367	267	6	:	:	PUNCT
easat-9367	267	7	586	586	NUM
easat-9367	267	8	-	-	SYM
easat-9367	267	9	606	606	NUM
easat-9367	267	10	,	,	PUNCT
easat-9367	267	11	2025	2025	NUM
easat-9367	267	12	doi	doi	NOUN
easat-9367	267	13	:	:	PUNCT
easat-9367	267	14	10.55214/2576	10.55214/2576	NUM
easat-9367	267	15	-	-	SYM
easat-9367	267	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	267	17	©	©	PROPN
easat-9367	267	18	2025	2025	NUM
easat-9367	267	19	by	by	ADP
easat-9367	267	20	the	the	DET
easat-9367	267	21	authors	author	NOUN
easat-9367	267	22	;	;	PUNCT
easat-9367	267	23	licensee	licensee	PROPN
easat-9367	267	24	learning	learning	NOUN
easat-9367	267	25	gate	gate	NOUN
easat-9367	267	26	602	602	NUM
easat-9367	267	27	edelweiss	edelweiss	PROPN
easat-9367	267	28	applied	apply	VERB
easat-9367	267	29	science	science	NOUN
easat-9367	267	30	and	and	CCONJ
easat-9367	267	31	technology	technology	NOUN
easat-9367	267	32	issn	issn	PROPN
easat-9367	267	33	:	:	PUNCT
easat-9367	267	34	2576	2576	NUM
easat-9367	267	35	-	-	SYM
easat-9367	267	36	8484	8484	NUM
easat-9367	267	37	vol	vol	NOUN
easat-9367	267	38	.	.	PROPN
easat-9367	268	1	9	9	NUM
easat-9367	268	2	,	,	PUNCT
easat-9367	268	3	no	no	INTJ
easat-9367	268	4	.	.	NOUN
easat-9367	268	5	8	8	NUM
easat-9367	268	6	:	:	PUNCT
easat-9367	268	7	586	586	NUM
easat-9367	268	8	-	-	SYM
easat-9367	268	9	606	606	NUM
easat-9367	268	10	,	,	PUNCT
easat-9367	268	11	2025	2025	NUM
easat-9367	268	12	doi	doi	NOUN
easat-9367	268	13	:	:	PUNCT
easat-9367	268	14	10.55214/2576	10.55214/2576	NUM
easat-9367	268	15	-	-	SYM
easat-9367	268	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	268	17	©	©	PROPN
easat-9367	268	18	2025	2025	NUM
easat-9367	268	19	by	by	ADP
easat-9367	268	20	the	the	DET
easat-9367	268	21	authors	author	NOUN
easat-9367	268	22	;	;	PUNCT
easat-9367	268	23	licensee	licensee	PROPN
easat-9367	268	24	learning	learn	VERB
easat-9367	268	25	gate	gate	PROPN
easat-9367	268	26	figure	figure	NOUN
easat-9367	268	27	5	5	NUM
easat-9367	268	28	.	.	PUNCT
easat-9367	268	29	singularity	singularity	NOUN
easat-9367	268	30	spectra	spectra	PROPN
easat-9367	268	31	𝑓𝑋𝑌(𝛼	𝑓𝑋𝑌(𝛼	PROPN
easat-9367	268	32	)	)	PUNCT
easat-9367	268	33	vs.	vs.	ADP
easat-9367	268	34	𝛼	𝛼	X
easat-9367	268	35	for	for	ADP
easat-9367	268	36	all	all	DET
easat-9367	268	37	the	the	DET
easat-9367	268	38	indices	index	NOUN
easat-9367	268	39	’	'	PUNCT
easat-9367	268	40	pairs	pair	NOUN
easat-9367	268	41	series	series	NOUN
easat-9367	268	42	of	of	ADP
easat-9367	268	43	original	original	ADJ
easat-9367	268	44	,	,	PUNCT
easat-9367	268	45	surrogate	surrogate	ADJ
easat-9367	268	46	and	and	CCONJ
easat-9367	268	47	shuffled	shuffle	VERB
easat-9367	268	48	.	.	PUNCT
easat-9367	269	1	figures	figure	NOUN
easat-9367	269	2	4	4	NUM
easat-9367	269	3	and	and	CCONJ
easat-9367	269	4	5	5	NUM
easat-9367	269	5	demonstrate	demonstrate	VERB
easat-9367	269	6	that	that	SCONJ
easat-9367	269	7	both	both	PRON
easat-9367	269	8	shuffling	shuffle	VERB
easat-9367	269	9	and	and	CCONJ
easat-9367	269	10	surrogate	surrogate	ADJ
easat-9367	269	11	transformations	transformation	NOUN
easat-9367	269	12	lead	lead	VERB
easat-9367	269	13	to	to	ADP
easat-9367	269	14	a	a	DET
easat-9367	269	15	noticeable	noticeable	ADJ
easat-9367	269	16	decrease	decrease	NOUN
easat-9367	269	17	in	in	ADP
easat-9367	269	18	the	the	DET
easat-9367	269	19	multifractality	multifractality	NOUN
easat-9367	269	20	levels	level	NOUN
easat-9367	269	21	of	of	ADP
easat-9367	269	22	the	the	DET
easat-9367	269	23	original	original	ADJ
easat-9367	269	24	series	series	NOUN
easat-9367	269	25	.	.	PUNCT
easat-9367	270	1	to	to	PART
easat-9367	270	2	quantify	quantify	VERB
easat-9367	270	3	this	this	DET
easat-9367	270	4	reduction	reduction	NOUN
easat-9367	270	5	,	,	PUNCT
easat-9367	270	6	we	we	PRON
easat-9367	270	7	computed	compute	VERB
easat-9367	270	8	the	the	DET
easat-9367	270	9	values	value	NOUN
easat-9367	270	10	of	of	ADP
easat-9367	270	11	∆𝐻𝑋𝑌	∆𝐻𝑋𝑌	PROPN
easat-9367	270	12	and	and	CCONJ
easat-9367	270	13	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-9367	270	14	for	for	ADP
easat-9367	270	15	all	all	DET
easat-9367	270	16	ten	ten	NUM
easat-9367	270	17	pairs	pair	NOUN
easat-9367	270	18	of	of	ADP
easat-9367	270	19	indices	index	NOUN
easat-9367	270	20	.	.	PUNCT
easat-9367	271	1	the	the	DET
easat-9367	271	2	mf	mf	NOUN
easat-9367	271	3	-	-	PUNCT
easat-9367	271	4	dcca	dcca	ADJ
easat-9367	271	5	analysis	analysis	NOUN
easat-9367	271	6	was	be	AUX
easat-9367	271	7	repeated	repeat	VERB
easat-9367	271	8	100	100	NUM
easat-9367	271	9	times	time	NOUN
easat-9367	271	10	in	in	ADP
easat-9367	271	11	matlab	matlab	PROPN
easat-9367	271	12	for	for	ADP
easat-9367	271	13	each	each	DET
easat-9367	271	14	pair	pair	NOUN
easat-9367	271	15	.	.	PUNCT
easat-9367	272	1	while	while	SCONJ
easat-9367	272	2	the	the	DET
easat-9367	272	3	original	original	ADJ
easat-9367	272	4	series	series	NOUN
easat-9367	272	5	yielded	yield	VERB
easat-9367	272	6	consistent	consistent	ADJ
easat-9367	272	7	results	result	NOUN
easat-9367	272	8	,	,	PUNCT
easat-9367	272	9	the	the	DET
easat-9367	272	10	surrogate	surrogate	ADJ
easat-9367	272	11	and	and	CCONJ
easat-9367	272	12	shuffled	shuffle	VERB
easat-9367	272	13	series	series	NOUN
easat-9367	272	14	produced	produce	VERB
easat-9367	272	15	varying	vary	VERB
easat-9367	272	16	outcomes	outcome	NOUN
easat-9367	272	17	across	across	ADP
easat-9367	272	18	runs	run	NOUN
easat-9367	272	19	due	due	ADP
easat-9367	272	20	to	to	ADP
easat-9367	272	21	the	the	DET
easat-9367	272	22	random	random	ADJ
easat-9367	272	23	nature	nature	NOUN
easat-9367	272	24	of	of	ADP
easat-9367	272	25	the	the	DET
easat-9367	272	26	permutation	permutation	NOUN
easat-9367	272	27	algorithms	algorithm	NOUN
easat-9367	272	28	used	use	VERB
easat-9367	272	29	.	.	PUNCT
easat-9367	273	1	despite	despite	SCONJ
easat-9367	273	2	this	this	DET
easat-9367	273	3	variability	variability	NOUN
easat-9367	273	4	,	,	PUNCT
easat-9367	273	5	the	the	DET
easat-9367	273	6	original	original	ADJ
easat-9367	273	7	series	series	NOUN
easat-9367	273	8	consistently	consistently	ADV
easat-9367	273	9	showed	show	VERB
easat-9367	273	10	higher	high	ADJ
easat-9367	273	11	values	value	NOUN
easat-9367	273	12	of	of	ADP
easat-9367	273	13	∆𝐻𝑋𝑌	∆𝐻𝑋𝑌	PROPN
easat-9367	273	14	and	and	CCONJ
easat-9367	273	15	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-9367	273	16	compared	compare	VERB
easat-9367	273	17	to	to	ADP
easat-9367	273	18	both	both	DET
easat-9367	273	19	the	the	DET
easat-9367	273	20	surrogate	surrogate	ADJ
easat-9367	273	21	and	and	CCONJ
easat-9367	273	22	shuffled	shuffle	VERB
easat-9367	273	23	series	series	NOUN
easat-9367	273	24	in	in	ADP
easat-9367	273	25	every	every	DET
easat-9367	273	26	simulation	simulation	NOUN
easat-9367	273	27	.	.	PUNCT
easat-9367	274	1	the	the	DET
easat-9367	274	2	table	table	NOUN
easat-9367	274	3	below	below	ADP
easat-9367	274	4	displays	display	VERB
easat-9367	274	5	the	the	DET
easat-9367	274	6	results	result	NOUN
easat-9367	274	7	from	from	ADP
easat-9367	274	8	a	a	DET
easat-9367	274	9	representative	representative	ADJ
easat-9367	274	10	simulation	simulation	NOUN
easat-9367	274	11	out	out	ADP
easat-9367	274	12	of	of	ADP
easat-9367	274	13	the	the	DET
easat-9367	274	14	100	100	NUM
easat-9367	274	15	runs	run	NOUN
easat-9367	274	16	.	.	PUNCT
easat-9367	275	1	603	603	NUM
easat-9367	275	2	edelweiss	edelweiss	PROPN
easat-9367	275	3	applied	apply	VERB
easat-9367	275	4	science	science	NOUN
easat-9367	275	5	and	and	CCONJ
easat-9367	275	6	technology	technology	NOUN
easat-9367	275	7	issn	issn	PROPN
easat-9367	275	8	:	:	PUNCT
easat-9367	275	9	2576	2576	NUM
easat-9367	275	10	-	-	SYM
easat-9367	275	11	8484	8484	NUM
easat-9367	275	12	vol	vol	NOUN
easat-9367	275	13	.	.	PROPN
easat-9367	276	1	9	9	NUM
easat-9367	276	2	,	,	PUNCT
easat-9367	276	3	no	no	INTJ
easat-9367	276	4	.	.	NOUN
easat-9367	276	5	8	8	NUM
easat-9367	276	6	:	:	PUNCT
easat-9367	276	7	586	586	NUM
easat-9367	276	8	-	-	SYM
easat-9367	276	9	606	606	NUM
easat-9367	276	10	,	,	PUNCT
easat-9367	276	11	2025	2025	NUM
easat-9367	276	12	doi	doi	NOUN
easat-9367	276	13	:	:	PUNCT
easat-9367	276	14	10.55214/2576	10.55214/2576	NUM
easat-9367	276	15	-	-	SYM
easat-9367	276	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	276	17	©	©	PROPN
easat-9367	276	18	2025	2025	NUM
easat-9367	276	19	by	by	ADP
easat-9367	276	20	the	the	DET
easat-9367	276	21	authors	author	NOUN
easat-9367	276	22	;	;	PUNCT
easat-9367	276	23	licensee	licensee	PROPN
easat-9367	276	24	learning	learn	VERB
easat-9367	276	25	gate	gate	NOUN
easat-9367	276	26	table	table	NOUN
easat-9367	276	27	3	3	NUM
easat-9367	276	28	.	.	PUNCT
easat-9367	276	29	degrees	degree	NOUN
easat-9367	276	30	of	of	ADP
easat-9367	276	31	multifractality	multifractality	NOUN
easat-9367	276	32	of	of	ADP
easat-9367	276	33	original	original	ADJ
easat-9367	276	34	,	,	PUNCT
easat-9367	276	35	surrogate	surrogate	ADJ
easat-9367	276	36	and	and	CCONJ
easat-9367	276	37	shuffled	shuffle	VERB
easat-9367	276	38	series	series	NOUN
easat-9367	276	39	based	base	VERB
easat-9367	276	40	∆𝐻𝑋𝑌	∆𝐻𝑋𝑌	PROPN
easat-9367	276	41	and	and	CCONJ
easat-9367	276	42	∆𝛼𝑋𝑌.	∆𝛼𝑋𝑌.	PUNCT
easat-9367	276	43	original	original	ADJ
easat-9367	276	44	surrogate	surrogate	NOUN
easat-9367	276	45	shuffled	shuffle	VERB
easat-9367	276	46	-	-	PUNCT
easat-9367	276	47	randperm	randperm	NOUN
easat-9367	276	48	shuffled	shuffle	VERB
easat-9367	276	49	-	-	PUNCT
easat-9367	276	50	randi	randi	NOUN
easat-9367	276	51	pairs	pair	NOUN
easat-9367	276	52	∆𝑯𝑿𝒀	∆𝑯𝑿𝒀	PROPN
easat-9367	276	53	∆𝜶𝑿𝒀	∆𝜶𝑿𝒀	PUNCT
easat-9367	276	54	∆𝑯𝑿𝒀	∆𝑯𝑿𝒀	PROPN
easat-9367	276	55	∆𝜶𝑿𝒀	∆𝜶𝑿𝒀	PUNCT
easat-9367	276	56	∆𝑯𝑿𝒀	∆𝑯𝑿𝒀	PROPN
easat-9367	276	57	∆𝜶𝑿𝒀	∆𝜶𝑿𝒀	PUNCT
easat-9367	276	58	∆𝑯𝑿𝒀	∆𝑯𝑿𝒀	PROPN
easat-9367	276	59	∆𝜶𝑿𝒀	∆𝜶𝑿𝒀	X
easat-9367	276	60	jse	jse	PROPN
easat-9367	276	61	vs	vs	ADP
easat-9367	276	62	masi	masi	PROPN
easat-9367	276	63	0.502	0.502	NUM
easat-9367	276	64	0,559	0,559	NUM
easat-9367	276	65	0.215	0.215	NUM
easat-9367	276	66	0,314	0,314	NUM
easat-9367	276	67	0.180	0.180	NUM
easat-9367	276	68	0,237	0,237	NUM
easat-9367	276	69	0.153	0.153	NUM
easat-9367	276	70	0,204	0,204	NUM
easat-9367	276	71	jse	jse	PROPN
easat-9367	276	72	vs	vs	ADP
easat-9367	276	73	bse	bse	PROPN
easat-9367	276	74	0.421	0.421	SYM
easat-9367	276	75	0,470	0,470	NUM
easat-9367	276	76	0.369	0.369	NUM
easat-9367	276	77	0,427	0,427	NUM
easat-9367	276	78	0.321	0.321	NUM
easat-9367	276	79	0,375	0,375	NUM
easat-9367	277	1	0.277	0.277	NUM
easat-9367	277	2	0,325	0,325	NUM
easat-9367	277	3	jse	jse	PROPN
easat-9367	277	4	vs	vs	ADP
easat-9367	277	5	nse	nse	NOUN
easat-9367	277	6	0.347	0.347	NUM
easat-9367	277	7	0,395	0,395	NUM
easat-9367	277	8	0.168	0.168	NUM
easat-9367	277	9	0,318	0,318	NUM
easat-9367	277	10	0.160	0.160	NUM
easat-9367	277	11	0,216	0,216	NUM
easat-9367	277	12	0.216	0.216	NUM
easat-9367	277	13	0,270	0,270	NUM
easat-9367	277	14	jse	jse	PROPN
easat-9367	277	15	vs	vs	ADP
easat-9367	277	16	egx	egx	PROPN
easat-9367	277	17	0.365	0.365	NUM
easat-9367	277	18	0,422	0,422	NUM
easat-9367	277	19	0.158	0.158	NUM
easat-9367	277	20	0,206	0,206	NUM
easat-9367	277	21	0.167	0.167	NUM
easat-9367	277	22	0,218	0,218	NUM
easat-9367	277	23	0.215	0.215	NUM
easat-9367	277	24	0,273	0,273	NUM
easat-9367	277	25	masi	masi	PROPN
easat-9367	277	26	vs	vs	ADP
easat-9367	277	27	bse	bse	PROPN
easat-9367	277	28	0.363	0.363	NUM
easat-9367	277	29	0,410	0,410	NUM
easat-9367	277	30	0.333	0.333	NUM
easat-9367	277	31	0,382	0,382	NUM
easat-9367	277	32	0.349	0.349	NUM
easat-9367	277	33	0,400	0,400	NUM
easat-9367	277	34	0.261	0.261	NUM
easat-9367	277	35	0,316	0,316	NUM
easat-9367	277	36	masi	masi	PROPN
easat-9367	277	37	vs	vs	ADP
easat-9367	277	38	nse	nse	PROPN
easat-9367	277	39	0.405	0.405	NUM
easat-9367	277	40	0,457	0,457	NUM
easat-9367	277	41	0.188	0.188	NUM
easat-9367	277	42	0,238	0,238	NUM
easat-9367	277	43	0.228	0.228	NUM
easat-9367	277	44	0,286	0,286	NUM
easat-9367	277	45	0.161	0.161	NUM
easat-9367	277	46	0,207	0,207	NUM
easat-9367	277	47	masi	masi	PROPN
easat-9367	277	48	vs	vs	ADP
easat-9367	277	49	egx	egx	PROPN
easat-9367	277	50	0.363	0.363	NUM
easat-9367	277	51	0,418	0,418	NUM
easat-9367	277	52	0.219	0.219	NUM
easat-9367	277	53	0,268	0,268	NUM
easat-9367	277	54	0.217	0.217	NUM
easat-9367	277	55	0,269	0,269	NUM
easat-9367	277	56	0.171	0.171	NUM
easat-9367	277	57	0,218	0,218	NUM
easat-9367	277	58	bse	bse	NOUN
easat-9367	277	59	vs	vs	ADP
easat-9367	277	60	nse	nse	NOUN
easat-9367	277	61	0.394	0.394	NUM
easat-9367	277	62	0,545	0,545	NUM
easat-9367	277	63	0.371	0.371	NUM
easat-9367	277	64	0,418	0,418	NUM
easat-9367	277	65	0.308	0.308	NUM
easat-9367	277	66	0,359	0,359	NUM
easat-9367	277	67	0.310	0.310	NUM
easat-9367	277	68	0,359	0,359	NUM
easat-9367	277	69	bse	bse	NOUN
easat-9367	277	70	vs	vs	ADP
easat-9367	277	71	egx	egx	PROPN
easat-9367	277	72	0.362	0.362	NUM
easat-9367	277	73	0,409	0,409	NUM
easat-9367	277	74	0.338	0.338	NUM
easat-9367	277	75	0,392	0,392	NUM
easat-9367	277	76	0.341	0.341	NUM
easat-9367	277	77	0,389	0,389	NUM
easat-9367	277	78	0.337	0.337	NUM
easat-9367	277	79	0,389	0,389	NUM
easat-9367	277	80	nse	nse	NOUN
easat-9367	277	81	vs	vs	ADP
easat-9367	277	82	egx	egx	PROPN
easat-9367	277	83	0.397	0.397	NUM
easat-9367	277	84	0,445	0,445	NOUN
easat-9367	277	85	0.174	0.174	NUM
easat-9367	277	86	0,221	0,221	NUM
easat-9367	277	87	0.209	0.209	NUM
easat-9367	277	88	0,260	0,260	NUM
easat-9367	277	89	0.180	0.180	NUM
easat-9367	277	90	0,237	0,237	NUM
easat-9367	277	91	the	the	DET
easat-9367	277	92	outcomes	outcome	NOUN
easat-9367	277	93	from	from	ADP
easat-9367	277	94	the	the	DET
easat-9367	277	95	100	100	NUM
easat-9367	277	96	simulations	simulation	NOUN
easat-9367	277	97	reveal	reveal	VERB
easat-9367	277	98	that	that	SCONJ
easat-9367	277	99	for	for	ADP
easat-9367	277	100	all	all	DET
easat-9367	277	101	ten	ten	NUM
easat-9367	277	102	index	index	NOUN
easat-9367	277	103	return	return	NOUN
easat-9367	277	104	pairs	pair	NOUN
easat-9367	277	105	,	,	PUNCT
easat-9367	277	106	the	the	DET
easat-9367	277	107	original	original	ADJ
easat-9367	277	108	series	series	NOUN
easat-9367	277	109	consistently	consistently	ADV
easat-9367	277	110	exhibit	exhibit	VERB
easat-9367	277	111	higher	high	ADJ
easat-9367	277	112	values	value	NOUN
easat-9367	277	113	of	of	ADP
easat-9367	277	114	∆𝐻𝑋𝑌	∆𝐻𝑋𝑌	PROPN
easat-9367	277	115	and	and	CCONJ
easat-9367	277	116	∆𝛼𝑋𝑌	∆𝛼𝑋𝑌	PROPN
easat-9367	277	117	compared	compare	VERB
easat-9367	277	118	to	to	ADP
easat-9367	277	119	both	both	DET
easat-9367	277	120	the	the	DET
easat-9367	277	121	surrogate	surrogate	ADJ
easat-9367	277	122	and	and	CCONJ
easat-9367	277	123	shuffled	shuffle	VERB
easat-9367	277	124	series	series	NOUN
easat-9367	277	125	,	,	PUNCT
easat-9367	277	126	as	as	SCONJ
easat-9367	277	127	shown	show	VERB
easat-9367	277	128	in	in	ADP
easat-9367	277	129	the	the	DET
easat-9367	277	130	previous	previous	ADJ
easat-9367	277	131	table	table	NOUN
easat-9367	277	132	.	.	PUNCT
easat-9367	278	1	this	this	PRON
easat-9367	278	2	demonstrates	demonstrate	VERB
easat-9367	278	3	that	that	SCONJ
easat-9367	278	4	the	the	DET
easat-9367	278	5	multifractality	multifractality	NOUN
easat-9367	278	6	in	in	ADP
easat-9367	278	7	cross	cross	NOUN
easat-9367	278	8	-	-	NOUN
easat-9367	278	9	correlations	correlation	NOUN
easat-9367	278	10	diminishes	diminish	VERB
easat-9367	278	11	following	follow	VERB
easat-9367	278	12	either	either	CCONJ
easat-9367	278	13	surrogate	surrogate	ADJ
easat-9367	278	14	or	or	CCONJ
easat-9367	278	15	shuffled	shuffle	VERB
easat-9367	278	16	transformations	transformation	NOUN
easat-9367	278	17	.	.	PUNCT
easat-9367	279	1	therefore	therefore	ADV
easat-9367	279	2	,	,	PUNCT
easat-9367	279	3	it	it	PRON
easat-9367	279	4	can	can	AUX
easat-9367	279	5	be	be	AUX
easat-9367	279	6	concluded	conclude	VERB
easat-9367	279	7	that	that	SCONJ
easat-9367	279	8	both	both	DET
easat-9367	279	9	long	long	ADJ
easat-9367	279	10	-	-	PUNCT
easat-9367	279	11	term	term	NOUN
easat-9367	279	12	temporal	temporal	ADJ
easat-9367	279	13	cross	cross	NOUN
easat-9367	279	14	-	-	NOUN
easat-9367	279	15	correlations	correlation	NOUN
easat-9367	279	16	and	and	CCONJ
easat-9367	279	17	heavy	heavy	ADV
easat-9367	279	18	-	-	PUNCT
easat-9367	279	19	tailed	tail	VERB
easat-9367	279	20	distributions	distribution	NOUN
easat-9367	279	21	play	play	VERB
easat-9367	279	22	significant	significant	ADJ
easat-9367	279	23	roles	role	NOUN
easat-9367	279	24	in	in	ADP
easat-9367	279	25	shaping	shape	VERB
easat-9367	279	26	the	the	DET
easat-9367	279	27	multifractal	multifractal	ADJ
easat-9367	279	28	nature	nature	NOUN
easat-9367	279	29	of	of	ADP
easat-9367	279	30	the	the	DET
easat-9367	279	31	cross	cross	NOUN
easat-9367	279	32	-	-	NOUN
easat-9367	279	33	correlations	correlation	NOUN
easat-9367	279	34	among	among	ADP
easat-9367	279	35	the	the	DET
easat-9367	279	36	ten	ten	NUM
easat-9367	279	37	index	index	NOUN
easat-9367	279	38	return	return	NOUN
easat-9367	279	39	pairs	pair	NOUN
easat-9367	279	40	.	.	PUNCT
easat-9367	280	1	in	in	ADP
easat-9367	280	2	conclusion	conclusion	NOUN
easat-9367	280	3	,	,	PUNCT
easat-9367	280	4	the	the	DET
easat-9367	280	5	analysis	analysis	NOUN
easat-9367	280	6	of	of	ADP
easat-9367	280	7	generalized	generalized	ADJ
easat-9367	280	8	hurst	hurst	PROPN
easat-9367	280	9	exponents	exponents	PROPN
easat-9367	280	10	and	and	CCONJ
easat-9367	280	11	singularity	singularity	NOUN
easat-9367	280	12	spectra	spectra	NOUN
easat-9367	280	13	reveals	reveal	VERB
easat-9367	280	14	that	that	SCONJ
easat-9367	280	15	both	both	CCONJ
easat-9367	280	16	long	long	ADJ
easat-9367	280	17	-	-	PUNCT
easat-9367	280	18	term	term	NOUN
easat-9367	280	19	cross	cross	NOUN
easat-9367	280	20	-	-	NOUN
easat-9367	280	21	correlations	correlation	NOUN
easat-9367	280	22	and	and	CCONJ
easat-9367	280	23	heavy	heavy	ADV
easat-9367	280	24	-	-	PUNCT
easat-9367	280	25	tailed	tail	VERB
easat-9367	280	26	distributions	distribution	NOUN
easat-9367	280	27	play	play	VERB
easat-9367	280	28	key	key	ADJ
easat-9367	280	29	roles	role	NOUN
easat-9367	280	30	in	in	ADP
easat-9367	280	31	the	the	DET
easat-9367	280	32	multifractal	multifractal	ADJ
easat-9367	280	33	characteristics	characteristic	NOUN
easat-9367	280	34	of	of	ADP
easat-9367	280	35	returns	return	NOUN
easat-9367	280	36	across	across	ADP
easat-9367	280	37	the	the	DET
easat-9367	280	38	ten	ten	NUM
easat-9367	280	39	index	index	NOUN
easat-9367	280	40	pairs	pair	NOUN
easat-9367	280	41	,	,	PUNCT
easat-9367	280	42	highlighting	highlight	VERB
easat-9367	280	43	persistent	persistent	ADJ
easat-9367	280	44	inefficiencies	inefficiency	NOUN
easat-9367	280	45	between	between	ADP
easat-9367	280	46	the	the	DET
easat-9367	280	47	markets	market	NOUN
easat-9367	280	48	where	where	SCONJ
easat-9367	280	49	price	price	NOUN
easat-9367	280	50	movements	movement	NOUN
easat-9367	280	51	in	in	ADP
easat-9367	280	52	one	one	NUM
easat-9367	280	53	market	market	NOUN
easat-9367	280	54	continue	continue	VERB
easat-9367	280	55	to	to	PART
easat-9367	280	56	influence	influence	VERB
easat-9367	280	57	others	other	NOUN
easat-9367	280	58	over	over	ADP
easat-9367	280	59	long	long	ADJ
easat-9367	280	60	periods	period	NOUN
easat-9367	280	61	,	,	PUNCT
easat-9367	280	62	indicating	indicate	VERB
easat-9367	280	63	delayed	delay	VERB
easat-9367	280	64	information	information	NOUN
easat-9367	280	65	transmission	transmission	NOUN
easat-9367	280	66	and	and	CCONJ
easat-9367	280	67	imperfect	imperfect	ADJ
easat-9367	280	68	market	market	NOUN
easat-9367	280	69	integration	integration	NOUN
easat-9367	280	70	.	.	PUNCT
easat-9367	281	1	this	this	DET
easat-9367	281	2	insight	insight	NOUN
easat-9367	281	3	carries	carry	VERB
easat-9367	281	4	important	important	ADJ
easat-9367	281	5	consequences	consequence	NOUN
easat-9367	281	6	for	for	ADP
easat-9367	281	7	different	different	ADJ
easat-9367	281	8	market	market	NOUN
easat-9367	281	9	participants	participant	NOUN
easat-9367	281	10	.	.	PUNCT
easat-9367	282	1	the	the	DET
easat-9367	282	2	observed	observe	VERB
easat-9367	282	3	inefficiencies	inefficiency	NOUN
easat-9367	282	4	between	between	ADP
easat-9367	282	5	the	the	DET
easat-9367	282	6	markets	market	NOUN
easat-9367	282	7	imply	imply	VERB
easat-9367	282	8	that	that	SCONJ
easat-9367	282	9	price	price	NOUN
easat-9367	282	10	adjustments	adjustment	NOUN
easat-9367	282	11	are	be	AUX
easat-9367	282	12	not	not	PART
easat-9367	282	13	instantaneous	instantaneous	ADJ
easat-9367	282	14	,	,	PUNCT
easat-9367	282	15	leading	lead	VERB
easat-9367	282	16	to	to	ADP
easat-9367	282	17	opportunities	opportunity	NOUN
easat-9367	282	18	for	for	ADP
easat-9367	282	19	arbitrage	arbitrage	NOUN
easat-9367	282	20	but	but	CCONJ
easat-9367	282	21	also	also	ADV
easat-9367	282	22	increasing	increase	VERB
easat-9367	282	23	vulnerability	vulnerability	NOUN
easat-9367	282	24	to	to	ADP
easat-9367	282	25	prolonged	prolonged	ADJ
easat-9367	282	26	shocks	shock	NOUN
easat-9367	282	27	and	and	CCONJ
easat-9367	282	28	delayed	delay	VERB
easat-9367	282	29	responses	response	NOUN
easat-9367	282	30	.	.	PUNCT
easat-9367	283	1	investors	investor	NOUN
easat-9367	283	2	should	should	AUX
easat-9367	283	3	be	be	AUX
easat-9367	283	4	aware	aware	ADJ
easat-9367	283	5	that	that	SCONJ
easat-9367	283	6	market	market	NOUN
easat-9367	283	7	trends	trend	NOUN
easat-9367	283	8	often	often	ADV
easat-9367	283	9	exhibit	exhibit	VERB
easat-9367	283	10	persistence	persistence	NOUN
easat-9367	283	11	,	,	PUNCT
easat-9367	283	12	but	but	CCONJ
easat-9367	283	13	the	the	DET
easat-9367	283	14	probability	probability	NOUN
easat-9367	283	15	of	of	ADP
easat-9367	283	16	extreme	extreme	ADJ
easat-9367	283	17	events	event	NOUN
easat-9367	283	18	such	such	ADJ
easat-9367	283	19	as	as	ADP
easat-9367	283	20	sharp	sharp	ADJ
easat-9367	283	21	crashes	crash	NOUN
easat-9367	283	22	or	or	CCONJ
easat-9367	283	23	rallies	rally	NOUN
easat-9367	283	24	is	be	AUX
easat-9367	283	25	elevated	elevate	VERB
easat-9367	283	26	,	,	PUNCT
easat-9367	283	27	necessitating	necessitate	VERB
easat-9367	283	28	stronger	strong	ADJ
easat-9367	283	29	risk	risk	NOUN
easat-9367	283	30	management	management	NOUN
easat-9367	283	31	approaches	approach	NOUN
easat-9367	283	32	.	.	PUNCT
easat-9367	284	1	portfolio	portfolio	NOUN
easat-9367	284	2	managers	manager	NOUN
easat-9367	284	3	need	need	VERB
easat-9367	284	4	to	to	PART
easat-9367	284	5	incorporate	incorporate	VERB
easat-9367	284	6	nonlinear	nonlinear	ADJ
easat-9367	284	7	dependencies	dependency	NOUN
easat-9367	284	8	among	among	ADP
easat-9367	284	9	assets	asset	NOUN
easat-9367	284	10	and	and	CCONJ
easat-9367	284	11	prepare	prepare	VERB
easat-9367	284	12	for	for	ADP
easat-9367	284	13	potential	potential	ADJ
easat-9367	284	14	extreme	extreme	ADJ
easat-9367	284	15	co	co	NOUN
easat-9367	284	16	-	-	NOUN
easat-9367	284	17	movements	movement	NOUN
easat-9367	284	18	,	,	PUNCT
easat-9367	284	19	adjusting	adjust	VERB
easat-9367	284	20	their	their	PRON
easat-9367	284	21	risk	risk	NOUN
easat-9367	284	22	models	model	NOUN
easat-9367	284	23	to	to	PART
easat-9367	284	24	perform	perform	VERB
easat-9367	284	25	effectively	effectively	ADV
easat-9367	284	26	during	during	ADP
easat-9367	284	27	both	both	CCONJ
easat-9367	284	28	normal	normal	ADJ
easat-9367	284	29	and	and	CCONJ
easat-9367	284	30	turbulent	turbulent	ADJ
easat-9367	284	31	market	market	NOUN
easat-9367	284	32	conditions	condition	NOUN
easat-9367	284	33	.	.	PUNCT
easat-9367	285	1	policymakers	policymaker	NOUN
easat-9367	285	2	must	must	AUX
easat-9367	285	3	acknowledge	acknowledge	VERB
easat-9367	285	4	that	that	SCONJ
easat-9367	285	5	their	their	PRON
easat-9367	285	6	actions	action	NOUN
easat-9367	285	7	can	can	AUX
easat-9367	285	8	have	have	VERB
easat-9367	285	9	lasting	last	VERB
easat-9367	285	10	and	and	CCONJ
easat-9367	285	11	unpredictable	unpredictable	ADJ
easat-9367	285	12	impacts	impact	NOUN
easat-9367	285	13	,	,	PUNCT
easat-9367	285	14	potentially	potentially	ADV
easat-9367	285	15	increasing	increase	VERB
easat-9367	285	16	systemic	systemic	ADJ
easat-9367	285	17	vulnerabilities	vulnerability	NOUN
easat-9367	285	18	due	due	ADP
easat-9367	285	19	to	to	ADP
easat-9367	285	20	the	the	DET
easat-9367	285	21	imperfect	imperfect	ADJ
easat-9367	285	22	integration	integration	NOUN
easat-9367	285	23	of	of	ADP
easat-9367	285	24	these	these	DET
easat-9367	285	25	markets	market	NOUN
easat-9367	285	26	,	,	PUNCT
easat-9367	285	27	and	and	CCONJ
easat-9367	285	28	thus	thus	ADV
easat-9367	285	29	should	should	AUX
easat-9367	285	30	develop	develop	VERB
easat-9367	285	31	regulations	regulation	NOUN
easat-9367	285	32	that	that	PRON
easat-9367	285	33	consider	consider	VERB
easat-9367	285	34	extreme	extreme	ADJ
easat-9367	285	35	scenarios	scenario	NOUN
easat-9367	285	36	and	and	CCONJ
easat-9367	285	37	market	market	NOUN
easat-9367	285	38	interconnections	interconnection	NOUN
easat-9367	285	39	.	.	PUNCT
easat-9367	286	1	from	from	ADP
easat-9367	286	2	a	a	DET
easat-9367	286	3	risk	risk	NOUN
easat-9367	286	4	management	management	NOUN
easat-9367	286	5	perspective	perspective	NOUN
easat-9367	286	6	,	,	PUNCT
easat-9367	286	7	conventional	conventional	ADJ
easat-9367	286	8	models	model	NOUN
easat-9367	286	9	fall	fall	VERB
easat-9367	286	10	short	short	ADV
easat-9367	286	11	in	in	ADP
easat-9367	286	12	capturing	capture	VERB
easat-9367	286	13	these	these	DET
easat-9367	286	14	nonlinear	nonlinear	ADJ
easat-9367	286	15	dynamics	dynamic	NOUN
easat-9367	286	16	,	,	PUNCT
easat-9367	286	17	tail	tail	NOUN
easat-9367	286	18	risks	risk	NOUN
easat-9367	286	19	,	,	PUNCT
easat-9367	286	20	and	and	CCONJ
easat-9367	286	21	inefficiencies	inefficiency	NOUN
easat-9367	286	22	,	,	PUNCT
easat-9367	286	23	underscoring	underscore	VERB
easat-9367	286	24	the	the	DET
easat-9367	286	25	importance	importance	NOUN
easat-9367	286	26	of	of	ADP
easat-9367	286	27	adopting	adopt	VERB
easat-9367	286	28	advanced	advanced	ADJ
easat-9367	286	29	techniques	technique	NOUN
easat-9367	286	30	,	,	PUNCT
easat-9367	286	31	such	such	ADJ
easat-9367	286	32	as	as	ADP
easat-9367	286	33	multifractal	multifractal	ADJ
easat-9367	286	34	analysis	analysis	NOUN
easat-9367	286	35	and	and	CCONJ
easat-9367	286	36	tail	tail	NOUN
easat-9367	286	37	-	-	PUNCT
easat-9367	286	38	risk	risk	NOUN
easat-9367	286	39	-	-	PUNCT
easat-9367	286	40	focused	focus	VERB
easat-9367	286	41	measures	measure	NOUN
easat-9367	286	42	,	,	PUNCT
easat-9367	286	43	to	to	PART
easat-9367	286	44	more	more	ADV
easat-9367	286	45	accurately	accurately	ADV
easat-9367	286	46	evaluate	evaluate	VERB
easat-9367	286	47	and	and	CCONJ
easat-9367	286	48	mitigate	mitigate	VERB
easat-9367	286	49	extreme	extreme	ADJ
easat-9367	286	50	market	market	NOUN
easat-9367	286	51	risks	risk	NOUN
easat-9367	286	52	.	.	PUNCT
easat-9367	287	1	4.3	4.3	NUM
easat-9367	287	2	.	.	PUNCT
easat-9367	287	3	comparison	comparison	NOUN
easat-9367	287	4	with	with	ADP
easat-9367	287	5	previous	previous	ADJ
easat-9367	287	6	research	research	NOUN
easat-9367	287	7	research	research	NOUN
easat-9367	287	8	examining	examine	VERB
easat-9367	287	9	cross	cross	NOUN
easat-9367	287	10	-	-	NOUN
easat-9367	287	11	correlations	correlation	NOUN
easat-9367	287	12	or	or	CCONJ
easat-9367	287	13	co	co	NOUN
easat-9367	287	14	-	-	NOUN
easat-9367	287	15	movements	movement	NOUN
easat-9367	287	16	among	among	ADP
easat-9367	287	17	african	african	ADJ
easat-9367	287	18	stock	stock	NOUN
easat-9367	287	19	markets	market	NOUN
easat-9367	287	20	—	—	PUNCT
easat-9367	287	21	particularly	particularly	ADV
easat-9367	287	22	from	from	ADP
easat-9367	287	23	a	a	DET
easat-9367	287	24	multifractal	multifractal	ADJ
easat-9367	287	25	perspective	perspective	NOUN
easat-9367	287	26	—	—	PUNCT
easat-9367	287	27	remains	remain	VERB
easat-9367	287	28	limited	limited	ADJ
easat-9367	287	29	.	.	PUNCT
easat-9367	288	1	this	this	DET
easat-9367	288	2	study	study	NOUN
easat-9367	288	3	’s	’s	PART
easat-9367	288	4	results	result	NOUN
easat-9367	288	5	reveal	reveal	VERB
easat-9367	288	6	notable	notable	ADJ
easat-9367	288	7	comovements	comovement	NOUN
easat-9367	288	8	and	and	CCONJ
easat-9367	288	9	strong	strong	ADJ
easat-9367	288	10	interdependencies	interdependency	NOUN
easat-9367	288	11	between	between	ADP
easat-9367	288	12	african	african	ADJ
easat-9367	288	13	stock	stock	NOUN
easat-9367	288	14	markets	market	NOUN
easat-9367	288	15	.	.	PUNCT
easat-9367	289	1	these	these	DET
easat-9367	289	2	findings	finding	NOUN
easat-9367	289	3	are	be	AUX
easat-9367	289	4	in	in	ADP
easat-9367	289	5	line	line	NOUN
easat-9367	289	6	with	with	ADP
easat-9367	289	7	those	those	PRON
easat-9367	289	8	of	of	ADP
easat-9367	289	9	owusu‑junior	owusu‑junior	NUM
easat-9367	289	10	,	,	PUNCT
easat-9367	289	11	et	et	PROPN
easat-9367	289	12	al	al	PROPN
easat-9367	289	13	.	.	PUNCT
easat-9367	290	1	[	[	X
easat-9367	290	2	29	29	NUM
easat-9367	290	3	]	]	PUNCT
easat-9367	290	4	who	who	PRON
easat-9367	290	5	investigated	investigate	VERB
easat-9367	290	6	correlations	correlation	NOUN
easat-9367	290	7	and	and	CCONJ
easat-9367	290	8	information	information	NOUN
easat-9367	290	9	flow	flow	NOUN
easat-9367	290	10	during	during	ADP
easat-9367	290	11	the	the	DET
easat-9367	290	12	covid-19	covid-19	PROPN
easat-9367	290	13	pandemic	pandemic	NOUN
easat-9367	290	14	,	,	PUNCT
easat-9367	290	15	though	though	SCONJ
easat-9367	290	16	their	their	PRON
easat-9367	290	17	analysis	analysis	NOUN
easat-9367	290	18	emphasized	emphasize	VERB
easat-9367	290	19	short	short	ADJ
easat-9367	290	20	-	-	PUNCT
easat-9367	290	21	term	term	NOUN
easat-9367	290	22	dynamics	dynamic	NOUN
easat-9367	290	23	.	.	PUNCT
easat-9367	291	1	in	in	ADP
easat-9367	291	2	contrast	contrast	NOUN
easat-9367	291	3	,	,	PUNCT
easat-9367	291	4	our	our	PRON
easat-9367	291	5	application	application	NOUN
easat-9367	291	6	of	of	ADP
easat-9367	291	7	the	the	DET
easat-9367	291	8	mf	mf	NOUN
easat-9367	291	9	-	-	PUNCT
easat-9367	291	10	dcca	dcca	ADJ
easat-9367	291	11	method	method	NOUN
easat-9367	291	12	captures	capture	VERB
easat-9367	291	13	long	long	ADJ
easat-9367	291	14	-	-	PUNCT
easat-9367	291	15	term	term	NOUN
easat-9367	291	16	,	,	PUNCT
easat-9367	291	17	persistent	persistent	ADJ
easat-9367	291	18	cross	cross	NOUN
easat-9367	291	19	-	-	NOUN
easat-9367	291	20	correlations	correlation	NOUN
easat-9367	291	21	.	.	PUNCT
easat-9367	292	1	similarly	similarly	ADV
easat-9367	292	2	,	,	PUNCT
easat-9367	292	3	our	our	PRON
easat-9367	292	4	conclusions	conclusion	NOUN
easat-9367	292	5	partly	partly	ADV
easat-9367	292	6	coincide	coincide	VERB
easat-9367	292	7	with	with	ADP
easat-9367	292	8	ferrouhi	ferrouhi	NOUN
easat-9367	292	9	[	[	X
easat-9367	292	10	30	30	NUM
easat-9367	292	11	]	]	PUNCT
easat-9367	292	12	who	who	PRON
easat-9367	292	13	employed	employ	VERB
easat-9367	292	14	granger	granger	PROPN
easat-9367	292	15	causality	causality	PROPN
easat-9367	292	16	and	and	CCONJ
easat-9367	292	17	johansen	johansen	PROPN
easat-9367	292	18	cointegration	cointegration	PROPN
easat-9367	292	19	to	to	PART
easat-9367	292	20	detect	detect	VERB
easat-9367	292	21	both	both	DET
easat-9367	292	22	shortand	shortand	NOUN
easat-9367	292	23	long	long	ADJ
easat-9367	292	24	-	-	PUNCT
easat-9367	292	25	term	term	NOUN
easat-9367	292	26	co	co	NOUN
easat-9367	292	27	-	-	NOUN
easat-9367	292	28	movements	movement	NOUN
easat-9367	292	29	;	;	PUNCT
easat-9367	292	30	however	however	ADV
easat-9367	292	31	,	,	PUNCT
easat-9367	292	32	our	our	PRON
easat-9367	292	33	study	study	NOUN
easat-9367	292	34	advances	advance	VERB
easat-9367	292	35	this	this	PRON
easat-9367	292	36	by	by	ADP
easat-9367	292	37	identifying	identify	VERB
easat-9367	292	38	the	the	DET
easat-9367	292	39	multifractal	multifractal	ADJ
easat-9367	292	40	and	and	CCONJ
easat-9367	292	41	multi	multi	ADJ
easat-9367	292	42	-	-	ADJ
easat-9367	292	43	scale	scale	ADJ
easat-9367	292	44	characteristics	characteristic	NOUN
easat-9367	292	45	inherent	inherent	ADJ
easat-9367	292	46	in	in	ADP
easat-9367	292	47	these	these	DET
easat-9367	292	48	relationships	relationship	NOUN
easat-9367	292	49	.	.	PUNCT
easat-9367	293	1	tweneboah	tweneboah	NOUN
easat-9367	293	2	,	,	PUNCT
easat-9367	293	3	604	604	NUM
easat-9367	293	4	edelweiss	edelweiss	PROPN
easat-9367	293	5	applied	apply	VERB
easat-9367	293	6	science	science	NOUN
easat-9367	293	7	and	and	CCONJ
easat-9367	293	8	technology	technology	NOUN
easat-9367	293	9	issn	issn	PROPN
easat-9367	293	10	:	:	PUNCT
easat-9367	293	11	2576	2576	NUM
easat-9367	293	12	-	-	SYM
easat-9367	293	13	8484	8484	NUM
easat-9367	293	14	vol	vol	NOUN
easat-9367	293	15	.	.	PROPN
easat-9367	294	1	9	9	NUM
easat-9367	294	2	,	,	PUNCT
easat-9367	294	3	no	no	INTJ
easat-9367	294	4	.	.	NOUN
easat-9367	294	5	8	8	NUM
easat-9367	294	6	:	:	PUNCT
easat-9367	294	7	586	586	NUM
easat-9367	294	8	-	-	SYM
easat-9367	294	9	606	606	NUM
easat-9367	294	10	,	,	PUNCT
easat-9367	294	11	2025	2025	NUM
easat-9367	294	12	doi	doi	NOUN
easat-9367	294	13	:	:	PUNCT
easat-9367	294	14	10.55214/2576	10.55214/2576	NUM
easat-9367	294	15	-	-	SYM
easat-9367	294	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	294	17	©	©	PROPN
easat-9367	294	18	2025	2025	NUM
easat-9367	294	19	by	by	ADP
easat-9367	294	20	the	the	DET
easat-9367	294	21	authors	author	NOUN
easat-9367	294	22	;	;	PUNCT
easat-9367	294	23	licensee	licensee	PROPN
easat-9367	294	24	learning	learning	NOUN
easat-9367	294	25	gate	gate	NOUN
easat-9367	294	26	et	et	PROPN
easat-9367	294	27	al	al	PROPN
easat-9367	294	28	.	.	PUNCT
easat-9367	295	1	[	[	X
easat-9367	295	2	31	31	NUM
easat-9367	295	3	]	]	PUNCT
easat-9367	295	4	also	also	ADV
easat-9367	295	5	reported	report	VERB
easat-9367	295	6	long	long	ADJ
easat-9367	295	7	-	-	PUNCT
easat-9367	295	8	term	term	NOUN
easat-9367	295	9	dependencies	dependency	NOUN
easat-9367	295	10	using	use	VERB
easat-9367	295	11	wavelet	wavelet	NOUN
easat-9367	295	12	analysis	analysis	NOUN
easat-9367	295	13	,	,	PUNCT
easat-9367	295	14	yet	yet	CCONJ
easat-9367	295	15	our	our	PRON
easat-9367	295	16	approach	approach	NOUN
easat-9367	295	17	offers	offer	VERB
easat-9367	295	18	a	a	DET
easat-9367	295	19	more	more	ADV
easat-9367	295	20	detailed	detailed	ADJ
easat-9367	295	21	exploration	exploration	NOUN
easat-9367	295	22	of	of	ADP
easat-9367	295	23	the	the	DET
easat-9367	295	24	underlying	underlying	ADJ
easat-9367	295	25	complexity	complexity	NOUN
easat-9367	295	26	beyond	beyond	ADP
easat-9367	295	27	what	what	PRON
easat-9367	295	28	wavelet	wavelet	NOUN
easat-9367	295	29	methods	method	NOUN
easat-9367	295	30	typically	typically	ADV
easat-9367	295	31	reveal	reveal	VERB
easat-9367	295	32	.	.	PUNCT
easat-9367	296	1	furthermore	furthermore	ADV
easat-9367	296	2	,	,	PUNCT
easat-9367	296	3	yaya	yaya	PROPN
easat-9367	296	4	,	,	PUNCT
easat-9367	296	5	et	et	PROPN
easat-9367	296	6	al	al	PROPN
easat-9367	296	7	.	.	PUNCT
easat-9367	297	1	[	[	X
easat-9367	297	2	32	32	NUM
easat-9367	297	3	]	]	PUNCT
easat-9367	297	4	used	use	VERB
easat-9367	297	5	qvar	qvar	NOUN
easat-9367	297	6	dynamic	dynamic	ADJ
easat-9367	297	7	connectedness	connectedness	NOUN
easat-9367	297	8	to	to	PART
easat-9367	297	9	highlight	highlight	VERB
easat-9367	297	10	the	the	DET
easat-9367	297	11	shifting	shift	VERB
easat-9367	297	12	roles	role	NOUN
easat-9367	297	13	of	of	ADP
easat-9367	297	14	individual	individual	ADJ
easat-9367	297	15	markets	market	NOUN
easat-9367	297	16	during	during	ADP
easat-9367	297	17	different	different	ADJ
easat-9367	297	18	phases	phase	NOUN
easat-9367	297	19	,	,	PUNCT
easat-9367	297	20	pinpointing	pinpoint	VERB
easat-9367	297	21	key	key	ADJ
easat-9367	297	22	markets	market	NOUN
easat-9367	297	23	driving	drive	VERB
easat-9367	297	24	shock	shock	NOUN
easat-9367	297	25	transmission	transmission	NOUN
easat-9367	297	26	.	.	PUNCT
easat-9367	298	1	while	while	SCONJ
easat-9367	298	2	their	their	PRON
easat-9367	298	3	work	work	NOUN
easat-9367	298	4	focuses	focus	VERB
easat-9367	298	5	on	on	ADP
easat-9367	298	6	dynamic	dynamic	ADJ
easat-9367	298	7	market	market	NOUN
easat-9367	298	8	leadership	leadership	NOUN
easat-9367	298	9	,	,	PUNCT
easat-9367	298	10	our	our	PRON
easat-9367	298	11	research	research	NOUN
easat-9367	298	12	centers	center	NOUN
easat-9367	298	13	on	on	ADP
easat-9367	298	14	the	the	DET
easat-9367	298	15	persistent	persistent	ADJ
easat-9367	298	16	multifractal	multifractal	ADJ
easat-9367	298	17	structure	structure	NOUN
easat-9367	298	18	of	of	ADP
easat-9367	298	19	cross	cross	ADJ
easat-9367	298	20	-	-	ADJ
easat-9367	298	21	market	market	ADJ
easat-9367	298	22	linkages	linkage	NOUN
easat-9367	298	23	over	over	ADP
easat-9367	298	24	time	time	NOUN
easat-9367	298	25	.	.	PUNCT
easat-9367	299	1	in	in	ADP
easat-9367	299	2	summary	summary	NOUN
easat-9367	299	3	,	,	PUNCT
easat-9367	299	4	although	although	SCONJ
easat-9367	299	5	previous	previous	ADJ
easat-9367	299	6	studies	study	NOUN
easat-9367	299	7	provide	provide	VERB
easat-9367	299	8	valuable	valuable	ADJ
easat-9367	299	9	insights	insight	NOUN
easat-9367	299	10	,	,	PUNCT
easat-9367	299	11	this	this	DET
easat-9367	299	12	study	study	NOUN
easat-9367	299	13	contributes	contribute	VERB
easat-9367	299	14	a	a	DET
easat-9367	299	15	more	more	ADV
easat-9367	299	16	nuanced	nuanced	ADJ
easat-9367	299	17	and	and	CCONJ
easat-9367	299	18	comprehensive	comprehensive	ADJ
easat-9367	299	19	understanding	understanding	NOUN
easat-9367	299	20	of	of	ADP
easat-9367	299	21	the	the	DET
easat-9367	299	22	multifractal	multifractal	ADJ
easat-9367	299	23	cross	cross	NOUN
easat-9367	299	24	-	-	NOUN
easat-9367	299	25	correlations	correlation	NOUN
easat-9367	299	26	,	,	PUNCT
easat-9367	299	27	intricate	intricate	ADJ
easat-9367	299	28	interdependencies	interdependency	NOUN
easat-9367	299	29	,	,	PUNCT
easat-9367	299	30	and	and	CCONJ
easat-9367	299	31	notable	notable	ADJ
easat-9367	299	32	inefficiencies	inefficiency	NOUN
easat-9367	299	33	characterizing	characterize	VERB
easat-9367	299	34	african	african	ADJ
easat-9367	299	35	stock	stock	NOUN
easat-9367	299	36	markets	market	NOUN
easat-9367	299	37	across	across	ADP
easat-9367	299	38	extended	extended	ADJ
easat-9367	299	39	time	time	NOUN
easat-9367	299	40	horizons	horizon	NOUN
easat-9367	299	41	.	.	PUNCT
easat-9367	300	1	5	5	X
easat-9367	300	2	.	.	X
easat-9367	300	3	conclusion	conclusion	NOUN
easat-9367	300	4	this	this	DET
easat-9367	300	5	study	study	NOUN
easat-9367	300	6	provides	provide	VERB
easat-9367	300	7	a	a	DET
easat-9367	300	8	detailed	detailed	ADJ
easat-9367	300	9	investigation	investigation	NOUN
easat-9367	300	10	of	of	ADP
easat-9367	300	11	cross	cross	NOUN
easat-9367	300	12	-	-	NOUN
easat-9367	300	13	correlations	correlation	NOUN
easat-9367	300	14	among	among	ADP
easat-9367	300	15	the	the	DET
easat-9367	300	16	five	five	NUM
easat-9367	300	17	largest	large	ADJ
easat-9367	300	18	african	african	ADJ
easat-9367	300	19	stock	stock	NOUN
easat-9367	300	20	markets	market	NOUN
easat-9367	300	21	johannesburg	johannesburg	PROPN
easat-9367	300	22	stock	stock	PROPN
easat-9367	300	23	exchange	exchange	PROPN
easat-9367	300	24	,	,	PUNCT
easat-9367	300	25	casablanca	casablanca	PROPN
easat-9367	300	26	stock	stock	PROPN
easat-9367	300	27	exchange	exchange	PROPN
easat-9367	300	28	,	,	PUNCT
easat-9367	300	29	botswana	botswana	PROPN
easat-9367	300	30	stock	stock	PROPN
easat-9367	300	31	exchange	exchange	PROPN
easat-9367	300	32	,	,	PUNCT
easat-9367	300	33	nigerian	nigerian	ADJ
easat-9367	300	34	exchange	exchange	NOUN
easat-9367	300	35	,	,	PUNCT
easat-9367	300	36	and	and	CCONJ
easat-9367	300	37	egyptian	egyptian	ADJ
easat-9367	300	38	exchange	exchange	NOUN
easat-9367	300	39	employing	employ	VERB
easat-9367	300	40	the	the	DET
easat-9367	300	41	multifractal	multifractal	ADJ
easat-9367	300	42	detrended	detrende	VERB
easat-9367	300	43	cross	cross	ADJ
easat-9367	300	44	-	-	ADJ
easat-9367	300	45	correlation	correlation	ADJ
easat-9367	300	46	analysis	analysis	NOUN
easat-9367	300	47	(	(	PUNCT
easat-9367	300	48	mf	mf	NOUN
easat-9367	300	49	-	-	PUNCT
easat-9367	300	50	dcca	dcca	ADJ
easat-9367	300	51	)	)	PUNCT
easat-9367	300	52	method	method	NOUN
easat-9367	300	53	.	.	PUNCT
easat-9367	301	1	the	the	DET
easat-9367	301	2	analysis	analysis	NOUN
easat-9367	301	3	of	of	ADP
easat-9367	301	4	nearly	nearly	ADV
easat-9367	301	5	3050	3050	NUM
easat-9367	301	6	daily	daily	ADJ
easat-9367	301	7	observations	observation	NOUN
easat-9367	301	8	,	,	PUNCT
easat-9367	301	9	spanning	span	VERB
easat-9367	301	10	from	from	ADP
easat-9367	301	11	january	january	PROPN
easat-9367	301	12	30	30	NUM
easat-9367	301	13	,	,	PUNCT
easat-9367	301	14	2012	2012	NUM
easat-9367	301	15	,	,	PUNCT
easat-9367	301	16	to	to	ADP
easat-9367	301	17	august	august	PROPN
easat-9367	301	18	8	8	NUM
easat-9367	301	19	,	,	PUNCT
easat-9367	301	20	2024	2024	NUM
easat-9367	301	21	,	,	PUNCT
easat-9367	301	22	has	have	AUX
easat-9367	301	23	produced	produce	VERB
easat-9367	301	24	significant	significant	ADJ
easat-9367	301	25	findings	finding	NOUN
easat-9367	301	26	.	.	PUNCT
easat-9367	302	1	the	the	DET
easat-9367	302	2	preliminary	preliminary	ADJ
easat-9367	302	3	application	application	NOUN
easat-9367	302	4	of	of	ADP
easat-9367	302	5	cross	cross	ADJ
easat-9367	302	6	-	-	ADJ
easat-9367	302	7	correlation	correlation	ADJ
easat-9367	302	8	significance	significance	NOUN
easat-9367	302	9	test	test	NOUN
easat-9367	302	10	revealed	reveal	VERB
easat-9367	302	11	that	that	SCONJ
easat-9367	302	12	cross	cross	NOUN
easat-9367	302	13	-	-	NOUN
easat-9367	302	14	correlations	correlation	NOUN
easat-9367	302	15	among	among	ADP
easat-9367	302	16	almost	almost	ADV
easat-9367	302	17	all	all	PRON
easat-9367	302	18	pairs	pair	NOUN
easat-9367	302	19	of	of	ADP
easat-9367	302	20	indices	index	NOUN
easat-9367	302	21	are	be	AUX
easat-9367	302	22	statistically	statistically	ADV
easat-9367	302	23	significant	significant	ADJ
easat-9367	302	24	.	.	PUNCT
easat-9367	303	1	utilizing	utilize	VERB
easat-9367	303	2	the	the	DET
easat-9367	303	3	core	core	ADJ
easat-9367	303	4	components	component	NOUN
easat-9367	303	5	of	of	ADP
easat-9367	303	6	the	the	DET
easat-9367	303	7	mfdcca	mfdcca	NOUN
easat-9367	303	8	method	method	NOUN
easat-9367	303	9	,	,	PUNCT
easat-9367	303	10	such	such	ADJ
easat-9367	303	11	as	as	ADP
easat-9367	303	12	generalized	generalized	ADJ
easat-9367	303	13	hurst	hurst	PROPN
easat-9367	303	14	exponents	exponents	PROPN
easat-9367	303	15	,	,	PUNCT
easat-9367	303	16	rényi	rényi	NOUN
easat-9367	303	17	exponents	exponent	NOUN
easat-9367	303	18	,	,	PUNCT
easat-9367	303	19	and	and	CCONJ
easat-9367	303	20	hölder	hölder	VERB
easat-9367	303	21	singularity	singularity	NOUN
easat-9367	303	22	spectrum	spectrum	NOUN
easat-9367	303	23	,	,	PUNCT
easat-9367	303	24	further	far	ADV
easat-9367	303	25	confirmed	confirm	VERB
easat-9367	303	26	that	that	SCONJ
easat-9367	303	27	the	the	DET
easat-9367	303	28	pairs	pair	NOUN
easat-9367	303	29	of	of	ADP
easat-9367	303	30	indices	index	NOUN
easat-9367	303	31	display	display	VERB
easat-9367	303	32	long	long	ADJ
easat-9367	303	33	-	-	PUNCT
easat-9367	303	34	range	range	NOUN
easat-9367	303	35	persistent	persistent	ADJ
easat-9367	303	36	cross	cross	NOUN
easat-9367	303	37	-	-	NOUN
easat-9367	303	38	correlations	correlation	NOUN
easat-9367	303	39	and	and	CCONJ
easat-9367	303	40	multifractal	multifractal	ADJ
easat-9367	303	41	behavior	behavior	NOUN
easat-9367	303	42	.	.	PUNCT
easat-9367	304	1	these	these	DET
easat-9367	304	2	results	result	NOUN
easat-9367	304	3	indicate	indicate	VERB
easat-9367	304	4	that	that	SCONJ
easat-9367	304	5	the	the	DET
easat-9367	304	6	markets	market	NOUN
easat-9367	304	7	are	be	AUX
easat-9367	304	8	deeply	deeply	ADV
easat-9367	304	9	interconnected	interconnected	ADJ
easat-9367	304	10	,	,	PUNCT
easat-9367	304	11	with	with	ADP
easat-9367	304	12	multifractal	multifractal	ADJ
easat-9367	304	13	dynamics	dynamic	NOUN
easat-9367	304	14	influencing	influence	VERB
easat-9367	304	15	their	their	PRON
easat-9367	304	16	interactions	interaction	NOUN
easat-9367	304	17	.	.	PUNCT
easat-9367	305	1	however	however	ADV
easat-9367	305	2	,	,	PUNCT
easat-9367	305	3	the	the	DET
easat-9367	305	4	presence	presence	NOUN
easat-9367	305	5	of	of	ADP
easat-9367	305	6	long	long	ADJ
easat-9367	305	7	-	-	PUNCT
easat-9367	305	8	range	range	NOUN
easat-9367	305	9	persistent	persistent	ADJ
easat-9367	305	10	cross	cross	NOUN
easat-9367	305	11	-	-	NOUN
easat-9367	305	12	correlations	correlation	NOUN
easat-9367	305	13	alongside	alongside	ADP
easat-9367	305	14	multifractal	multifractal	ADJ
easat-9367	305	15	features	feature	NOUN
easat-9367	305	16	also	also	ADV
easat-9367	305	17	suggests	suggest	VERB
easat-9367	305	18	inefficiencies	inefficiency	NOUN
easat-9367	305	19	between	between	ADP
easat-9367	305	20	the	the	DET
easat-9367	305	21	markets	market	NOUN
easat-9367	305	22	,	,	PUNCT
easat-9367	305	23	implying	imply	VERB
easat-9367	305	24	that	that	SCONJ
easat-9367	305	25	price	price	NOUN
easat-9367	305	26	movements	movement	NOUN
easat-9367	305	27	are	be	AUX
easat-9367	305	28	not	not	PART
easat-9367	305	29	fully	fully	ADV
easat-9367	305	30	random	random	ADJ
easat-9367	305	31	or	or	CCONJ
easat-9367	305	32	efficient	efficient	ADJ
easat-9367	305	33	.	.	PUNCT
easat-9367	306	1	this	this	DET
easat-9367	306	2	inefficiency	inefficiency	NOUN
easat-9367	306	3	can	can	AUX
easat-9367	306	4	create	create	VERB
easat-9367	306	5	opportunities	opportunity	NOUN
easat-9367	306	6	for	for	ADP
easat-9367	306	7	arbitrage	arbitrage	NOUN
easat-9367	306	8	but	but	CCONJ
easat-9367	306	9	also	also	ADV
easat-9367	306	10	signals	signal	VERB
easat-9367	306	11	potential	potential	ADJ
easat-9367	306	12	risks	risk	NOUN
easat-9367	306	13	due	due	ADJ
easat-9367	306	14	to	to	ADP
easat-9367	306	15	prolonged	prolonged	ADJ
easat-9367	306	16	dependencies	dependency	NOUN
easat-9367	306	17	and	and	CCONJ
easat-9367	306	18	delayed	delay	VERB
easat-9367	306	19	information	information	NOUN
easat-9367	306	20	transmission	transmission	NOUN
easat-9367	306	21	across	across	ADP
easat-9367	306	22	markets.moreover	markets.moreover	PROPN
easat-9367	306	23	,	,	PUNCT
easat-9367	306	24	the	the	DET
easat-9367	306	25	investigation	investigation	NOUN
easat-9367	306	26	into	into	ADP
easat-9367	306	27	the	the	DET
easat-9367	306	28	sources	source	NOUN
easat-9367	306	29	of	of	ADP
easat-9367	306	30	multifractality	multifractality	NOUN
easat-9367	306	31	through	through	ADP
easat-9367	306	32	surrogate	surrogate	NOUN
easat-9367	306	33	and	and	CCONJ
easat-9367	306	34	shuffling	shuffle	VERB
easat-9367	306	35	transformations	transformation	NOUN
easat-9367	306	36	revealed	reveal	VERB
easat-9367	306	37	that	that	SCONJ
easat-9367	306	38	both	both	CCONJ
easat-9367	306	39	long	long	ADJ
easat-9367	306	40	-	-	PUNCT
easat-9367	306	41	term	term	NOUN
easat-9367	306	42	cross	cross	NOUN
easat-9367	306	43	-	-	NOUN
easat-9367	306	44	correlations	correlation	NOUN
easat-9367	306	45	and	and	CCONJ
easat-9367	306	46	heavy	heavy	ADV
easat-9367	306	47	-	-	PUNCT
easat-9367	306	48	tailed	tail	VERB
easat-9367	306	49	distributions	distribution	NOUN
easat-9367	306	50	play	play	VERB
easat-9367	306	51	significant	significant	ADJ
easat-9367	306	52	roles	role	NOUN
easat-9367	306	53	in	in	ADP
easat-9367	306	54	the	the	DET
easat-9367	306	55	multifractal	multifractal	ADJ
easat-9367	306	56	nature	nature	NOUN
easat-9367	306	57	of	of	ADP
easat-9367	306	58	the	the	DET
easat-9367	306	59	cross	cross	NOUN
easat-9367	306	60	-	-	NOUN
easat-9367	306	61	correlations	correlation	NOUN
easat-9367	306	62	observed	observe	VERB
easat-9367	306	63	.	.	PUNCT
easat-9367	307	1	the	the	DET
easat-9367	307	2	findings	finding	NOUN
easat-9367	307	3	of	of	ADP
easat-9367	307	4	this	this	DET
easat-9367	307	5	study	study	NOUN
easat-9367	307	6	provide	provide	VERB
easat-9367	307	7	practical	practical	ADJ
easat-9367	307	8	implications	implication	NOUN
easat-9367	307	9	for	for	ADP
easat-9367	307	10	various	various	ADJ
easat-9367	307	11	market	market	NOUN
easat-9367	307	12	players	player	NOUN
easat-9367	307	13	.	.	PUNCT
easat-9367	308	1	investors	investor	NOUN
easat-9367	308	2	should	should	AUX
easat-9367	308	3	incorporate	incorporate	VERB
easat-9367	308	4	multifractal	multifractal	ADJ
easat-9367	308	5	and	and	CCONJ
easat-9367	308	6	cross	cross	ADJ
easat-9367	308	7	-	-	NOUN
easat-9367	308	8	correlation	correlation	NOUN
easat-9367	308	9	analyses	analysis	NOUN
easat-9367	308	10	into	into	ADP
easat-9367	308	11	their	their	PRON
easat-9367	308	12	decision	decision	NOUN
easat-9367	308	13	-	-	PUNCT
easat-9367	308	14	making	make	VERB
easat-9367	308	15	processes	process	NOUN
easat-9367	308	16	to	to	PART
easat-9367	308	17	enhance	enhance	VERB
easat-9367	308	18	risk	risk	NOUN
easat-9367	308	19	management	management	NOUN
easat-9367	308	20	and	and	CCONJ
easat-9367	308	21	capitalize	capitalize	VERB
easat-9367	308	22	on	on	ADP
easat-9367	308	23	dynamic	dynamic	ADJ
easat-9367	308	24	market	market	NOUN
easat-9367	308	25	relationships	relationship	NOUN
easat-9367	308	26	.	.	PUNCT
easat-9367	309	1	for	for	ADP
easat-9367	309	2	policymakers	policymaker	NOUN
easat-9367	309	3	,	,	PUNCT
easat-9367	309	4	the	the	DET
easat-9367	309	5	findings	finding	NOUN
easat-9367	309	6	highlight	highlight	VERB
easat-9367	309	7	the	the	DET
easat-9367	309	8	need	need	NOUN
easat-9367	309	9	to	to	PART
easat-9367	309	10	consider	consider	VERB
easat-9367	309	11	the	the	DET
easat-9367	309	12	broader	broad	ADJ
easat-9367	309	13	impact	impact	NOUN
easat-9367	309	14	of	of	ADP
easat-9367	309	15	regulatory	regulatory	ADJ
easat-9367	309	16	changes	change	NOUN
easat-9367	309	17	.	.	PUNCT
easat-9367	310	1	policies	policy	NOUN
easat-9367	310	2	affecting	affect	VERB
easat-9367	310	3	one	one	NUM
easat-9367	310	4	market	market	NOUN
easat-9367	310	5	can	can	AUX
easat-9367	310	6	have	have	VERB
easat-9367	310	7	substantial	substantial	ADJ
easat-9367	310	8	ripple	ripple	ADJ
easat-9367	310	9	effects	effect	NOUN
easat-9367	310	10	on	on	ADP
easat-9367	310	11	others	other	NOUN
easat-9367	310	12	due	due	ADP
easat-9367	310	13	to	to	ADP
easat-9367	310	14	their	their	PRON
easat-9367	310	15	strong	strong	ADJ
easat-9367	310	16	interconnections	interconnection	NOUN
easat-9367	310	17	.	.	PUNCT
easat-9367	311	1	therefore	therefore	ADV
easat-9367	311	2	,	,	PUNCT
easat-9367	311	3	regulators	regulator	NOUN
easat-9367	311	4	should	should	AUX
easat-9367	311	5	develop	develop	VERB
easat-9367	311	6	coordinated	coordinated	ADJ
easat-9367	311	7	strategies	strategy	NOUN
easat-9367	311	8	that	that	PRON
easat-9367	311	9	address	address	VERB
easat-9367	311	10	these	these	DET
easat-9367	311	11	interdependencies	interdependency	NOUN
easat-9367	311	12	to	to	PART
easat-9367	311	13	promote	promote	VERB
easat-9367	311	14	overall	overall	ADJ
easat-9367	311	15	market	market	NOUN
easat-9367	311	16	stability	stability	NOUN
easat-9367	311	17	and	and	CCONJ
easat-9367	311	18	prevent	prevent	VERB
easat-9367	311	19	systemic	systemic	ADJ
easat-9367	311	20	risks	risk	NOUN
easat-9367	311	21	.	.	PUNCT
easat-9367	312	1	financial	financial	ADJ
easat-9367	312	2	institutions	institution	NOUN
easat-9367	312	3	are	be	AUX
easat-9367	312	4	advised	advise	VERB
easat-9367	312	5	to	to	PART
easat-9367	312	6	integrate	integrate	VERB
easat-9367	312	7	multifractal	multifractal	ADJ
easat-9367	312	8	analysis	analysis	NOUN
easat-9367	312	9	into	into	ADP
easat-9367	312	10	their	their	PRON
easat-9367	312	11	risk	risk	NOUN
easat-9367	312	12	management	management	NOUN
easat-9367	312	13	frameworks	framework	NOUN
easat-9367	312	14	.	.	PUNCT
easat-9367	313	1	by	by	ADP
easat-9367	313	2	understanding	understand	VERB
easat-9367	313	3	the	the	DET
easat-9367	313	4	long	long	ADJ
easat-9367	313	5	-	-	PUNCT
easat-9367	313	6	term	term	NOUN
easat-9367	313	7	stability	stability	NOUN
easat-9367	313	8	and	and	CCONJ
easat-9367	313	9	multifractal	multifractal	ADJ
easat-9367	313	10	behavior	behavior	NOUN
easat-9367	313	11	of	of	ADP
easat-9367	313	12	cross	cross	NOUN
easat-9367	313	13	-	-	NOUN
easat-9367	313	14	correlations	correlation	NOUN
easat-9367	313	15	,	,	PUNCT
easat-9367	313	16	they	they	PRON
easat-9367	313	17	can	can	AUX
easat-9367	313	18	better	well	ADV
easat-9367	313	19	anticipate	anticipate	VERB
easat-9367	313	20	and	and	CCONJ
easat-9367	313	21	mitigate	mitigate	VERB
easat-9367	313	22	risks	risk	NOUN
easat-9367	313	23	associated	associate	VERB
easat-9367	313	24	with	with	ADP
easat-9367	313	25	market	market	NOUN
easat-9367	313	26	fluctuations	fluctuation	NOUN
easat-9367	313	27	.	.	PUNCT
easat-9367	314	1	transparency	transparency	NOUN
easat-9367	314	2	:	:	PUNCT
easat-9367	314	3	the	the	DET
easat-9367	314	4	authors	author	NOUN
easat-9367	314	5	confirm	confirm	VERB
easat-9367	314	6	that	that	SCONJ
easat-9367	314	7	the	the	DET
easat-9367	314	8	manuscript	manuscript	NOUN
easat-9367	314	9	is	be	AUX
easat-9367	314	10	an	an	DET
easat-9367	314	11	honest	honest	ADJ
easat-9367	314	12	,	,	PUNCT
easat-9367	314	13	accurate	accurate	ADJ
easat-9367	314	14	,	,	PUNCT
easat-9367	314	15	and	and	CCONJ
easat-9367	314	16	transparent	transparent	ADJ
easat-9367	314	17	account	account	NOUN
easat-9367	314	18	of	of	ADP
easat-9367	314	19	the	the	DET
easat-9367	314	20	study	study	NOUN
easat-9367	314	21	;	;	PUNCT
easat-9367	314	22	that	that	SCONJ
easat-9367	314	23	no	no	DET
easat-9367	314	24	vital	vital	ADJ
easat-9367	314	25	features	feature	NOUN
easat-9367	314	26	of	of	ADP
easat-9367	314	27	the	the	DET
easat-9367	314	28	study	study	NOUN
easat-9367	314	29	have	have	AUX
easat-9367	314	30	been	be	AUX
easat-9367	314	31	omitted	omit	VERB
easat-9367	314	32	;	;	PUNCT
easat-9367	314	33	and	and	CCONJ
easat-9367	314	34	that	that	SCONJ
easat-9367	314	35	any	any	DET
easat-9367	314	36	discrepancies	discrepancy	NOUN
easat-9367	314	37	from	from	ADP
easat-9367	314	38	the	the	DET
easat-9367	314	39	study	study	NOUN
easat-9367	314	40	as	as	SCONJ
easat-9367	314	41	planned	plan	VERB
easat-9367	314	42	have	have	AUX
easat-9367	314	43	been	be	AUX
easat-9367	314	44	explained	explain	VERB
easat-9367	314	45	.	.	PUNCT
easat-9367	315	1	this	this	DET
easat-9367	315	2	study	study	NOUN
easat-9367	315	3	followed	follow	VERB
easat-9367	315	4	all	all	DET
easat-9367	315	5	ethical	ethical	ADJ
easat-9367	315	6	practices	practice	NOUN
easat-9367	315	7	during	during	ADP
easat-9367	315	8	writing	writing	NOUN
easat-9367	315	9	.	.	PUNCT
easat-9367	316	1	copyright	copyright	NOUN
easat-9367	316	2	:	:	PUNCT
easat-9367	316	3	©	©	PROPN
easat-9367	316	4	2025	2025	NUM
easat-9367	316	5	by	by	ADP
easat-9367	316	6	the	the	DET
easat-9367	316	7	authors	author	NOUN
easat-9367	316	8	.	.	PUNCT
easat-9367	317	1	this	this	DET
easat-9367	317	2	open	open	ADJ
easat-9367	317	3	-	-	PUNCT
easat-9367	317	4	access	access	NOUN
easat-9367	317	5	article	article	NOUN
easat-9367	317	6	is	be	AUX
easat-9367	317	7	distributed	distribute	VERB
easat-9367	317	8	under	under	ADP
easat-9367	317	9	the	the	DET
easat-9367	317	10	terms	term	NOUN
easat-9367	317	11	and	and	CCONJ
easat-9367	317	12	conditions	condition	NOUN
easat-9367	317	13	of	of	ADP
easat-9367	317	14	the	the	DET
easat-9367	317	15	creative	creative	ADJ
easat-9367	317	16	commons	common	NOUN
easat-9367	317	17	attribution	attribution	NOUN
easat-9367	317	18	(	(	PUNCT
easat-9367	317	19	cc	cc	NOUN
easat-9367	317	20	by	by	ADP
easat-9367	317	21	)	)	PUNCT
easat-9367	317	22	license	license	NOUN
easat-9367	317	23	(	(	PUNCT
easat-9367	317	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-9367	317	25	)	)	PUNCT
easat-9367	317	26	.	.	PUNCT
easat-9367	318	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-9367	318	2	605	605	NUM
easat-9367	318	3	edelweiss	edelweiss	PROPN
easat-9367	318	4	applied	apply	VERB
easat-9367	318	5	science	science	NOUN
easat-9367	318	6	and	and	CCONJ
easat-9367	318	7	technology	technology	NOUN
easat-9367	318	8	issn	issn	PROPN
easat-9367	318	9	:	:	PUNCT
easat-9367	318	10	2576	2576	NUM
easat-9367	318	11	-	-	SYM
easat-9367	318	12	8484	8484	NUM
easat-9367	318	13	vol	vol	NOUN
easat-9367	318	14	.	.	PROPN
easat-9367	319	1	9	9	NUM
easat-9367	319	2	,	,	PUNCT
easat-9367	319	3	no	no	INTJ
easat-9367	319	4	.	.	NOUN
easat-9367	319	5	8	8	NUM
easat-9367	319	6	:	:	PUNCT
easat-9367	319	7	586	586	NUM
easat-9367	319	8	-	-	SYM
easat-9367	319	9	606	606	NUM
easat-9367	319	10	,	,	PUNCT
easat-9367	319	11	2025	2025	NUM
easat-9367	319	12	doi	doi	NOUN
easat-9367	319	13	:	:	PUNCT
easat-9367	319	14	10.55214/2576	10.55214/2576	NUM
easat-9367	319	15	-	-	SYM
easat-9367	319	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	319	17	©	©	PROPN
easat-9367	319	18	2025	2025	NUM
easat-9367	319	19	by	by	ADP
easat-9367	319	20	the	the	DET
easat-9367	319	21	authors	author	NOUN
easat-9367	319	22	;	;	PUNCT
easat-9367	319	23	licensee	licensee	PROPN
easat-9367	319	24	learning	learn	VERB
easat-9367	319	25	gate	gate	NOUN
easat-9367	319	26	references	reference	NOUN
easat-9367	319	27	[	[	X
easat-9367	319	28	1	1	NUM
easat-9367	319	29	]	]	PUNCT
easat-9367	319	30	w.-x	w.-x	NOUN
easat-9367	319	31	.	.	PUNCT
easat-9367	320	1	zhou	zhou	PROPN
easat-9367	320	2	,	,	PUNCT
easat-9367	320	3	"	"	PUNCT
easat-9367	320	4	multifractal	multifractal	ADJ
easat-9367	320	5	detrended	detrended	ADJ
easat-9367	320	6	cross	cross	ADJ
easat-9367	320	7	-	-	ADJ
easat-9367	320	8	correlation	correlation	ADJ
easat-9367	320	9	analysis	analysis	NOUN
easat-9367	320	10	for	for	ADP
easat-9367	320	11	two	two	NUM
easat-9367	320	12	nonstationary	nonstationary	ADJ
easat-9367	320	13	signals	signal	NOUN
easat-9367	320	14	,	,	PUNCT
easat-9367	320	15	"	"	PUNCT
easat-9367	320	16	physical	physical	ADJ
easat-9367	320	17	review	review	NOUN
easat-9367	320	18	e	e	NOUN
easat-9367	320	19	,	,	PUNCT
easat-9367	320	20	vol	vol	NOUN
easat-9367	320	21	.	.	PROPN
easat-9367	320	22	77	77	NUM
easat-9367	320	23	,	,	PUNCT
easat-9367	320	24	no	no	INTJ
easat-9367	320	25	.	.	NOUN
easat-9367	320	26	6	6	NUM
easat-9367	320	27	,	,	PUNCT
easat-9367	320	28	p.	p.	NOUN
easat-9367	320	29	066211	066211	NUM
easat-9367	320	30	,	,	PUNCT
easat-9367	320	31	2008	2008	NUM
easat-9367	320	32	.	.	PUNCT
easat-9367	321	1	https://doi.org/10.1103/physreve.77.066211	https://doi.org/10.1103/physreve.77.066211	NOUN
easat-9367	322	1	[	[	X
easat-9367	322	2	2	2	X
easat-9367	322	3	]	]	PUNCT
easat-9367	322	4	s.	s.	PROPN
easat-9367	322	5	shadkhoo	shadkhoo	PROPN
easat-9367	322	6	and	and	CCONJ
easat-9367	322	7	g.	g.	PROPN
easat-9367	322	8	r.	r.	PROPN
easat-9367	322	9	jafari	jafari	PROPN
easat-9367	322	10	,	,	PUNCT
easat-9367	322	11	"	"	PUNCT
easat-9367	322	12	multifractal	multifractal	ADJ
easat-9367	322	13	detrended	detrended	ADJ
easat-9367	322	14	cross	cross	ADJ
easat-9367	322	15	-	-	ADJ
easat-9367	322	16	correlation	correlation	ADJ
easat-9367	322	17	analysis	analysis	NOUN
easat-9367	322	18	of	of	ADP
easat-9367	322	19	temporal	temporal	ADJ
easat-9367	322	20	and	and	CCONJ
easat-9367	322	21	spatial	spatial	ADJ
easat-9367	322	22	seismic	seismic	ADJ
easat-9367	322	23	data	datum	NOUN
easat-9367	322	24	,	,	PUNCT
easat-9367	322	25	"	"	PUNCT
easat-9367	322	26	the	the	DET
easat-9367	322	27	european	european	PROPN
easat-9367	322	28	physical	physical	PROPN
easat-9367	322	29	journal	journal	PROPN
easat-9367	322	30	b	b	PROPN
easat-9367	322	31	,	,	PUNCT
easat-9367	322	32	vol	vol	NOUN
easat-9367	322	33	.	.	PROPN
easat-9367	322	34	72	72	NUM
easat-9367	322	35	,	,	PUNCT
easat-9367	322	36	no	no	INTJ
easat-9367	322	37	.	.	NOUN
easat-9367	322	38	4	4	NUM
easat-9367	322	39	,	,	PUNCT
easat-9367	322	40	pp	pp	ADJ
easat-9367	322	41	.	.	PUNCT
easat-9367	323	1	679	679	NUM
easat-9367	323	2	-	-	SYM
easat-9367	323	3	683	683	NUM
easat-9367	323	4	,	,	PUNCT
easat-9367	323	5	2009	2009	NUM
easat-9367	323	6	.	.	PUNCT
easat-9367	324	1	https://doi.org/10.1140/epjb/e2009-00402-2	https://doi.org/10.1140/epjb/e2009-00402-2	PUNCT
easat-9367	325	1	[	[	X
easat-9367	325	2	3	3	X
easat-9367	325	3	]	]	PUNCT
easat-9367	325	4	l.	l.	PROPN
easat-9367	325	5	wan	wan	PROPN
easat-9367	325	6	,	,	PUNCT
easat-9367	325	7	z.	z.	PROPN
easat-9367	325	8	yongqian	yongqian	PROPN
easat-9367	325	9	,	,	PUNCT
easat-9367	325	10	d.	d.	PROPN
easat-9367	325	11	xiaocheng	xiaocheng	PROPN
easat-9367	325	12	,	,	PUNCT
easat-9367	325	13	and	and	CCONJ
easat-9367	325	14	l.	l.	PROPN
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easat-9367	325	16	,	,	PUNCT
easat-9367	325	17	"	"	PUNCT
easat-9367	325	18	multifractal	multifractal	ADJ
easat-9367	325	19	detrended	detrende	VERB
easat-9367	325	20	cross	cross	ADJ
easat-9367	325	21	-	-	ADJ
easat-9367	325	22	correlation	correlation	ADJ
easat-9367	325	23	analysis	analysis	NOUN
easat-9367	325	24	of	of	ADP
easat-9367	325	25	geochemical	geochemical	ADJ
easat-9367	325	26	element	element	NOUN
easat-9367	325	27	concentration	concentration	NOUN
easat-9367	325	28	,	,	PUNCT
easat-9367	325	29	"	"	PUNCT
easat-9367	325	30	open	open	ADJ
easat-9367	325	31	materials	material	NOUN
easat-9367	325	32	science	science	NOUN
easat-9367	325	33	journal	journal	NOUN
easat-9367	325	34	,	,	PUNCT
easat-9367	325	35	vol	vol	NOUN
easat-9367	325	36	.	.	PROPN
easat-9367	325	37	8	8	NUM
easat-9367	325	38	,	,	PUNCT
easat-9367	325	39	pp	pp	ADJ
easat-9367	325	40	.	.	PUNCT
easat-9367	326	1	136	136	NUM
easat-9367	326	2	-	-	SYM
easat-9367	326	3	140	140	NUM
easat-9367	326	4	,	,	PUNCT
easat-9367	326	5	2014	2014	NUM
easat-9367	326	6	.	.	PUNCT
easat-9367	327	1	[	[	X
easat-9367	327	2	4	4	X
easat-9367	327	3	]	]	X
easat-9367	327	4	w.	w.	PROPN
easat-9367	327	5	yao	yao	PROPN
easat-9367	327	6	,	,	PUNCT
easat-9367	327	7	y.	y.	PROPN
easat-9367	327	8	he	he	PRON
easat-9367	327	9	,	,	PUNCT
easat-9367	327	10	m.	m.	PROPN
easat-9367	327	11	wu	wu	PROPN
easat-9367	327	12	,	,	PUNCT
easat-9367	327	13	c.	c.	PROPN
easat-9367	327	14	lu	lu	PROPN
easat-9367	327	15	,	,	PUNCT
easat-9367	327	16	s.	s.	PROPN
easat-9367	327	17	gao	gao	PROPN
easat-9367	327	18	,	,	PUNCT
easat-9367	327	19	and	and	CCONJ
easat-9367	327	20	y.	y.	PROPN
easat-9367	327	21	xu	xu	PROPN
easat-9367	327	22	,	,	PUNCT
easat-9367	327	23	"	"	PUNCT
easat-9367	327	24	multifractality	multifractality	NOUN
easat-9367	327	25	and	and	CCONJ
easat-9367	327	26	cross	cross	ADJ
easat-9367	327	27	-	-	ADJ
easat-9367	327	28	correlation	correlation	ADJ
easat-9367	327	29	analysis	analysis	NOUN
easat-9367	327	30	of	of	ADP
easat-9367	327	31	streamflow	streamflow	NOUN
easat-9367	327	32	and	and	CCONJ
easat-9367	327	33	sediment	sediment	NOUN
easat-9367	327	34	fluctuation	fluctuation	NOUN
easat-9367	327	35	at	at	ADP
easat-9367	327	36	the	the	DET
easat-9367	327	37	apex	apex	NOUN
easat-9367	327	38	of	of	ADP
easat-9367	327	39	the	the	DET
easat-9367	327	40	pearl	pearl	PROPN
easat-9367	327	41	river	river	PROPN
easat-9367	327	42	delta	delta	NOUN
easat-9367	327	43	,	,	PUNCT
easat-9367	327	44	"	"	PUNCT
easat-9367	327	45	scientific	scientific	ADJ
easat-9367	327	46	reports	report	NOUN
easat-9367	327	47	,	,	PUNCT
easat-9367	327	48	vol	vol	NOUN
easat-9367	327	49	.	.	PROPN
easat-9367	327	50	8	8	NUM
easat-9367	327	51	,	,	PUNCT
easat-9367	327	52	no	no	INTJ
easat-9367	327	53	.	.	NOUN
easat-9367	327	54	1	1	NUM
easat-9367	327	55	,	,	PUNCT
easat-9367	327	56	p.	p.	NOUN
easat-9367	327	57	16553	16553	NUM
easat-9367	327	58	,	,	PUNCT
easat-9367	327	59	2018	2018	NUM
easat-9367	327	60	.	.	PUNCT
easat-9367	328	1	https://doi.org/10.1038/s41598-018-35032-z	https://doi.org/10.1038/s41598-018-35032-z	PRON
easat-9367	328	2	[	[	X
easat-9367	328	3	5	5	NUM
easat-9367	328	4	]	]	PUNCT
easat-9367	328	5	c.	c.	PROPN
easat-9367	328	6	marin	marin	PROPN
easat-9367	328	7	,	,	PUNCT
easat-9367	328	8	c.	c.	PROPN
easat-9367	328	9	stan	stan	PROPN
easat-9367	328	10	,	,	PUNCT
easat-9367	328	11	and	and	CCONJ
easat-9367	328	12	c.	c.	PROPN
easat-9367	328	13	p.	p.	PROPN
easat-9367	328	14	cristescu	cristescu	PROPN
easat-9367	328	15	,	,	PUNCT
easat-9367	328	16	"	"	PUNCT
easat-9367	328	17	multifractal	multifractal	ADJ
easat-9367	328	18	cross	cross	NOUN
easat-9367	328	19	-	-	NOUN
easat-9367	328	20	correlation	correlation	NOUN
easat-9367	328	21	of	of	ADP
easat-9367	328	22	atmospheric	atmospheric	ADJ
easat-9367	328	23	pollutants	pollutant	NOUN
easat-9367	328	24	and	and	CCONJ
easat-9367	328	25	temperature	temperature	NOUN
easat-9367	328	26	in	in	ADP
easat-9367	328	27	different	different	ADJ
easat-9367	328	28	environments	environment	NOUN
easat-9367	328	29	,	,	PUNCT
easat-9367	328	30	"	"	PUNCT
easat-9367	328	31	university	university	NOUN
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easat-9367	328	33	of	of	ADP
easat-9367	328	34	bucharest	buchar	ADJ
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easat-9367	328	36	bulletin	bulletin	NOUN
easat-9367	328	37	-	-	PUNCT
easat-9367	328	38	series	series	NOUN
easat-9367	328	39	a	a	PRON
easat-9367	328	40	-	-	PUNCT
easat-9367	328	41	applied	apply	VERB
easat-9367	328	42	mathematics	mathematic	NOUN
easat-9367	328	43	and	and	CCONJ
easat-9367	328	44	physics	physics	NOUN
easat-9367	328	45	,	,	PUNCT
easat-9367	328	46	vol	vol	NOUN
easat-9367	328	47	.	.	PROPN
easat-9367	328	48	83	83	NUM
easat-9367	328	49	,	,	PUNCT
easat-9367	328	50	no	no	INTJ
easat-9367	328	51	.	.	NOUN
easat-9367	328	52	2	2	NUM
easat-9367	328	53	,	,	PUNCT
easat-9367	328	54	pp	pp	ADJ
easat-9367	328	55	.	.	PUNCT
easat-9367	329	1	227	227	NUM
easat-9367	329	2	-	-	SYM
easat-9367	329	3	238	238	NUM
easat-9367	329	4	,	,	PUNCT
easat-9367	329	5	2021	2021	NUM
easat-9367	329	6	.	.	PUNCT
easat-9367	330	1	[	[	X
easat-9367	330	2	6	6	NUM
easat-9367	330	3	]	]	PUNCT
easat-9367	330	4	s.	s.	PROPN
easat-9367	330	5	adarsh	adarsh	PROPN
easat-9367	330	6	et	et	PROPN
easat-9367	330	7	al	al	PROPN
easat-9367	330	8	.	.	PROPN
easat-9367	330	9	,	,	PUNCT
easat-9367	330	10	"	"	PUNCT
easat-9367	330	11	multifractal	multifractal	ADJ
easat-9367	330	12	cross	cross	NOUN
easat-9367	330	13	correlation	correlation	NOUN
easat-9367	330	14	analysis	analysis	NOUN
easat-9367	330	15	of	of	ADP
easat-9367	330	16	agro	agro	ADJ
easat-9367	330	17	-	-	PUNCT
easat-9367	330	18	meteorological	meteorological	ADJ
easat-9367	330	19	datasets	dataset	NOUN
easat-9367	330	20	(	(	PUNCT
easat-9367	330	21	including	include	VERB
easat-9367	330	22	reference	reference	NOUN
easat-9367	330	23	evapotranspiration	evapotranspiration	NOUN
easat-9367	330	24	)	)	PUNCT
easat-9367	330	25	of	of	ADP
easat-9367	330	26	california	california	PROPN
easat-9367	330	27	,	,	PUNCT
easat-9367	330	28	united	united	PROPN
easat-9367	330	29	states	states	PROPN
easat-9367	330	30	,	,	PUNCT
easat-9367	330	31	"	"	PUNCT
easat-9367	330	32	atmosphere	atmosphere	NOUN
easat-9367	330	33	,	,	PUNCT
easat-9367	330	34	vol	vol	NOUN
easat-9367	330	35	.	.	PROPN
easat-9367	330	36	11	11	NUM
easat-9367	330	37	,	,	PUNCT
easat-9367	330	38	no	no	INTJ
easat-9367	330	39	.	.	NOUN
easat-9367	330	40	10	10	NUM
easat-9367	330	41	,	,	PUNCT
easat-9367	330	42	p.	p.	NOUN
easat-9367	330	43	1116	1116	NUM
easat-9367	330	44	,	,	PUNCT
easat-9367	330	45	2020	2020	NUM
easat-9367	330	46	.	.	PUNCT
easat-9367	331	1	https://doi.org/10.3390/atmos11101116	https://doi.org/10.3390/atmos11101116	NOUN
easat-9367	332	1	[	[	X
easat-9367	332	2	7	7	NUM
easat-9367	332	3	]	]	PUNCT
easat-9367	332	4	a.	a.	NOUN
easat-9367	332	5	ayisha	ayisha	PROPN
easat-9367	332	6	and	and	CCONJ
easat-9367	332	7	s.	s.	PROPN
easat-9367	332	8	adarsh	adarsh	PROPN
easat-9367	332	9	,	,	PUNCT
easat-9367	332	10	"	"	PUNCT
easat-9367	332	11	a	a	DET
easat-9367	332	12	review	review	NOUN
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easat-9367	332	14	fractal	fractal	ADJ
easat-9367	332	15	analysis	analysis	NOUN
easat-9367	332	16	and	and	CCONJ
easat-9367	332	17	its	its	PRON
easat-9367	332	18	applications	application	NOUN
easat-9367	332	19	in	in	ADP
easat-9367	332	20	structural	structural	ADJ
easat-9367	332	21	engineering	engineering	NOUN
easat-9367	332	22	,	,	PUNCT
easat-9367	332	23	"	"	PUNCT
easat-9367	332	24	in	in	ADP
easat-9367	332	25	iop	iop	PROPN
easat-9367	332	26	conference	conference	NOUN
easat-9367	332	27	series	series	NOUN
easat-9367	332	28	:	:	PUNCT
easat-9367	332	29	materials	material	NOUN
easat-9367	332	30	science	science	NOUN
easat-9367	332	31	and	and	CCONJ
easat-9367	332	32	engineering	engineering	NOUN
easat-9367	332	33	(	(	PUNCT
easat-9367	332	34	vol	vol	NOUN
easat-9367	332	35	.	.	PUNCT
easat-9367	333	1	936	936	NUM
easat-9367	333	2	,	,	PUNCT
easat-9367	333	3	no	no	INTJ
easat-9367	333	4	.	.	NOUN
easat-9367	333	5	1	1	NUM
easat-9367	333	6	,	,	PUNCT
easat-9367	333	7	p.	p.	NOUN
easat-9367	333	8	012034	012034	NUM
easat-9367	333	9	)	)	PUNCT
easat-9367	333	10	.	.	PUNCT
easat-9367	334	1	iop	iop	PROPN
easat-9367	334	2	publishing	publishing	NOUN
easat-9367	334	3	,	,	PUNCT
easat-9367	334	4	2020	2020	NUM
easat-9367	334	5	.	.	PUNCT
easat-9367	335	1	[	[	X
easat-9367	335	2	8	8	NUM
easat-9367	335	3	]	]	X
easat-9367	335	4	h.	h.	PROPN
easat-9367	335	5	ling	ling	PROPN
easat-9367	335	6	-	-	PUNCT
easat-9367	335	7	yun	yun	PROPN
easat-9367	335	8	and	and	CCONJ
easat-9367	335	9	c.	c.	PROPN
easat-9367	335	10	shu	shu	PROPN
easat-9367	335	11	-	-	PUNCT
easat-9367	335	12	peng	peng	PROPN
easat-9367	335	13	,	,	PUNCT
easat-9367	335	14	"	"	PUNCT
easat-9367	335	15	multifractal	multifractal	ADJ
easat-9367	335	16	detrended	detrended	ADJ
easat-9367	335	17	cross	cross	ADJ
easat-9367	335	18	-	-	ADJ
easat-9367	335	19	correlation	correlation	ADJ
easat-9367	335	20	analysis	analysis	NOUN
easat-9367	335	21	of	of	ADP
easat-9367	335	22	agricultural	agricultural	ADJ
easat-9367	335	23	futures	future	NOUN
easat-9367	335	24	markets	market	NOUN
easat-9367	335	25	,	,	PUNCT
easat-9367	335	26	"	"	PUNCT
easat-9367	335	27	chaos	chaos	NOUN
easat-9367	335	28	,	,	PUNCT
easat-9367	335	29	solitons	soliton	NOUN
easat-9367	335	30	&	&	CCONJ
easat-9367	335	31	fractals	fractal	NOUN
easat-9367	335	32	,	,	PUNCT
easat-9367	335	33	vol	vol	NOUN
easat-9367	335	34	.	.	PROPN
easat-9367	335	35	44	44	NUM
easat-9367	335	36	,	,	PUNCT
easat-9367	335	37	no	no	INTJ
easat-9367	335	38	.	.	NOUN
easat-9367	335	39	6	6	NUM
easat-9367	335	40	,	,	PUNCT
easat-9367	335	41	pp	pp	ADJ
easat-9367	335	42	.	.	PUNCT
easat-9367	335	43	355	355	NUM
easat-9367	335	44	-	-	SYM
easat-9367	335	45	361	361	NUM
easat-9367	335	46	,	,	PUNCT
easat-9367	335	47	2011	2011	NUM
easat-9367	335	48	.	.	PUNCT
easat-9367	336	1	https://doi.org/10.1016/j.chaos.2010.11.005	https://doi.org/10.1016/j.chaos.2010.11.005	PROPN
easat-9367	336	2	[	[	X
easat-9367	336	3	9	9	NUM
easat-9367	336	4	]	]	PUNCT
easat-9367	336	5	p.	p.	PROPN
easat-9367	336	6	ferreira	ferreira	PROPN
easat-9367	336	7	,	,	PUNCT
easat-9367	336	8	m.	m.	PROPN
easat-9367	336	9	f.	f.	PROPN
easat-9367	336	10	d.	d.	PROPN
easat-9367	336	11	silva	silva	PROPN
easat-9367	336	12	,	,	PUNCT
easat-9367	336	13	and	and	CCONJ
easat-9367	336	14	i.	i.	PROPN
easat-9367	336	15	s.	s.	PROPN
easat-9367	336	16	d.	d.	PROPN
easat-9367	336	17	santana	santana	PROPN
easat-9367	336	18	,	,	PUNCT
easat-9367	336	19	"	"	PUNCT
easat-9367	336	20	detrended	detrende	VERB
easat-9367	336	21	correlation	correlation	NOUN
easat-9367	336	22	coefficients	coefficient	NOUN
easat-9367	336	23	between	between	ADP
easat-9367	336	24	exchange	exchange	NOUN
easat-9367	336	25	rate	rate	NOUN
easat-9367	336	26	(	(	PUNCT
easat-9367	336	27	in	in	ADP
easat-9367	336	28	dollars	dollar	NOUN
easat-9367	336	29	)	)	PUNCT
easat-9367	336	30	and	and	CCONJ
easat-9367	336	31	stock	stock	NOUN
easat-9367	336	32	markets	market	NOUN
easat-9367	336	33	in	in	ADP
easat-9367	336	34	the	the	DET
easat-9367	336	35	world	world	NOUN
easat-9367	336	36	’s	’s	PART
easat-9367	336	37	largest	large	ADJ
easat-9367	336	38	economies	economy	NOUN
easat-9367	336	39	,	,	PUNCT
easat-9367	336	40	"	"	PUNCT
easat-9367	336	41	economies	economy	NOUN
easat-9367	336	42	,	,	PUNCT
easat-9367	336	43	vol	vol	NOUN
easat-9367	336	44	.	.	PROPN
easat-9367	337	1	7	7	NUM
easat-9367	337	2	,	,	PUNCT
easat-9367	337	3	no	no	INTJ
easat-9367	337	4	.	.	NOUN
easat-9367	337	5	1	1	NUM
easat-9367	337	6	,	,	PUNCT
easat-9367	337	7	p.	p.	NOUN
easat-9367	337	8	9	9	NUM
easat-9367	337	9	,	,	PUNCT
easat-9367	337	10	2019	2019	NUM
easat-9367	337	11	.	.	PUNCT
easat-9367	338	1	https://doi.org/10.3390/economies7010009	https://doi.org/10.3390/economies7010009	NUM
easat-9367	339	1	[	[	X
easat-9367	339	2	10	10	NUM
easat-9367	339	3	]	]	X
easat-9367	339	4	s.	s.	PROPN
easat-9367	339	5	burugupalli	burugupalli	PROPN
easat-9367	339	6	,	,	PUNCT
easat-9367	339	7	"	"	PUNCT
easat-9367	339	8	multifractal	multifractal	ADJ
easat-9367	339	9	detrended	detrended	ADJ
easat-9367	339	10	cross	cross	ADJ
easat-9367	339	11	-	-	ADJ
easat-9367	339	12	correlation	correlation	ADJ
easat-9367	339	13	analysis	analysis	NOUN
easat-9367	339	14	of	of	ADP
easat-9367	339	15	gold	gold	NOUN
easat-9367	339	16	and	and	CCONJ
easat-9367	339	17	wti	wti	PROPN
easat-9367	339	18	crude	crude	ADJ
easat-9367	339	19	oil	oil	NOUN
easat-9367	339	20	price	price	NOUN
easat-9367	339	21	time	time	NOUN
easat-9367	339	22	series	series	NOUN
easat-9367	339	23	,	,	PUNCT
easat-9367	339	24	"	"	PUNCT
easat-9367	339	25	journal	journal	NOUN
easat-9367	339	26	of	of	ADP
easat-9367	339	27	business	business	NOUN
easat-9367	339	28	and	and	CCONJ
easat-9367	339	29	financial	financial	ADJ
easat-9367	339	30	affairs	affair	NOUN
easat-9367	339	31	,	,	PUNCT
easat-9367	339	32	vol	vol	NOUN
easat-9367	339	33	.	.	PROPN
easat-9367	340	1	3	3	NUM
easat-9367	340	2	,	,	PUNCT
easat-9367	340	3	pp	pp	ADJ
easat-9367	340	4	.	.	PUNCT
easat-9367	341	1	2167	2167	NUM
easat-9367	341	2	-	-	PUNCT
easat-9367	341	3	0234.1000130	0234.1000130	PROPN
easat-9367	341	4	,	,	PUNCT
easat-9367	341	5	2015	2015	NUM
easat-9367	341	6	.	.	PUNCT
easat-9367	342	1	[	[	X
easat-9367	342	2	11	11	NUM
easat-9367	342	3	]	]	X
easat-9367	342	4	f.	f.	PROPN
easat-9367	342	5	wang	wang	PROPN
easat-9367	342	6	,	,	PUNCT
easat-9367	342	7	g.-p	g.-p	PROPN
easat-9367	342	8	.	.	PUNCT
easat-9367	343	1	liao	liao	PROPN
easat-9367	343	2	,	,	PUNCT
easat-9367	343	3	x.-y	x.-y	NOUN
easat-9367	343	4	.	.	PUNCT
easat-9367	344	1	zhou	zhou	PROPN
easat-9367	344	2	,	,	PUNCT
easat-9367	344	3	and	and	CCONJ
easat-9367	344	4	w.	w.	PROPN
easat-9367	344	5	shi	shi	PROPN
easat-9367	344	6	,	,	PUNCT
easat-9367	344	7	"	"	PUNCT
easat-9367	344	8	multifractal	multifractal	ADJ
easat-9367	344	9	detrended	detrended	ADJ
easat-9367	344	10	cross	cross	ADJ
easat-9367	344	11	-	-	ADJ
easat-9367	344	12	correlation	correlation	ADJ
easat-9367	344	13	analysis	analysis	NOUN
easat-9367	344	14	for	for	ADP
easat-9367	344	15	power	power	NOUN
easat-9367	344	16	markets	market	NOUN
easat-9367	344	17	,	,	PUNCT
easat-9367	344	18	"	"	PUNCT
easat-9367	344	19	nonlinear	nonlinear	ADJ
easat-9367	344	20	dynamics	dynamic	NOUN
easat-9367	344	21	,	,	PUNCT
easat-9367	344	22	vol	vol	NOUN
easat-9367	344	23	.	.	PROPN
easat-9367	344	24	72	72	NUM
easat-9367	344	25	,	,	PUNCT
easat-9367	344	26	no	no	INTJ
easat-9367	344	27	.	.	NOUN
easat-9367	344	28	1	1	NUM
easat-9367	344	29	,	,	PUNCT
easat-9367	344	30	pp	pp	ADJ
easat-9367	344	31	.	.	PUNCT
easat-9367	345	1	353	353	NUM
easat-9367	345	2	-	-	SYM
easat-9367	345	3	363	363	NUM
easat-9367	345	4	,	,	PUNCT
easat-9367	345	5	2013	2013	NUM
easat-9367	345	6	.	.	PUNCT
easat-9367	346	1	https://doi.org/10.1007/s11071-012-0718-2	https://doi.org/10.1007/s11071-012-0718-2	NUM
easat-9367	347	1	[	[	X
easat-9367	347	2	12	12	NUM
easat-9367	347	3	]	]	X
easat-9367	347	4	y.	y.	PROPN
easat-9367	347	5	qiu	qiu	PROPN
easat-9367	347	6	and	and	CCONJ
easat-9367	347	7	c.	c.	PROPN
easat-9367	347	8	ye	ye	PROPN
easat-9367	347	9	,	,	PUNCT
easat-9367	347	10	"	"	PUNCT
easat-9367	347	11	multifractal	multifractal	ADJ
easat-9367	347	12	analysis	analysis	NOUN
easat-9367	347	13	of	of	ADP
easat-9367	347	14	the	the	DET
easat-9367	347	15	interaction	interaction	NOUN
easat-9367	347	16	between	between	ADP
easat-9367	347	17	chinese	chinese	ADJ
easat-9367	347	18	and	and	CCONJ
easat-9367	347	19	american	american	ADJ
easat-9367	347	20	stock	stock	NOUN
easat-9367	347	21	markets	market	NOUN
easat-9367	347	22	,	,	PUNCT
easat-9367	347	23	"	"	PUNCT
easat-9367	347	24	open	open	ADJ
easat-9367	347	25	journal	journal	NOUN
easat-9367	347	26	of	of	ADP
easat-9367	347	27	statistics	statistic	NOUN
easat-9367	347	28	,	,	PUNCT
easat-9367	347	29	vol	vol	NOUN
easat-9367	347	30	.	.	PROPN
easat-9367	347	31	9	9	NUM
easat-9367	347	32	,	,	PUNCT
easat-9367	347	33	pp	pp	ADJ
easat-9367	347	34	.	.	PUNCT
easat-9367	348	1	143	143	NUM
easat-9367	348	2	-	-	SYM
easat-9367	348	3	157	157	NUM
easat-9367	348	4	,	,	PUNCT
easat-9367	348	5	2019	2019	NUM
easat-9367	348	6	.	.	PUNCT
easat-9367	349	1	https://doi.org/10.4236/ojs.2019.91011	https://doi.org/10.4236/ojs.2019.91011	ADJ
easat-9367	350	1	[	[	X
easat-9367	350	2	13	13	NUM
easat-9367	350	3	]	]	PUNCT
easat-9367	350	4	s.	s.	PROPN
easat-9367	350	5	zou	zou	PROPN
easat-9367	350	6	and	and	CCONJ
easat-9367	350	7	t.	t.	PROPN
easat-9367	350	8	zhang	zhang	PROPN
easat-9367	350	9	,	,	PUNCT
easat-9367	350	10	"	"	PUNCT
easat-9367	350	11	multifractal	multifractal	ADJ
easat-9367	350	12	detrended	detrende	VERB
easat-9367	350	13	cross‑correlation	cross‑correlation	NOUN
easat-9367	350	14	analysis	analysis	NOUN
easat-9367	350	15	of	of	ADP
easat-9367	350	16	electricity	electricity	NOUN
easat-9367	350	17	and	and	CCONJ
easat-9367	350	18	carbon	carbon	NOUN
easat-9367	350	19	markets	market	NOUN
easat-9367	350	20	in	in	ADP
easat-9367	350	21	china	china	PROPN
easat-9367	350	22	,	,	PUNCT
easat-9367	350	23	"	"	PUNCT
easat-9367	350	24	mathematical	mathematical	ADJ
easat-9367	350	25	problems	problem	NOUN
easat-9367	350	26	in	in	ADP
easat-9367	350	27	engineering	engineering	NOUN
easat-9367	350	28	,	,	PUNCT
easat-9367	350	29	vol	vol	NOUN
easat-9367	350	30	.	.	PROPN
easat-9367	350	31	2019	2019	NUM
easat-9367	350	32	,	,	PUNCT
easat-9367	350	33	pp	pp	ADJ
easat-9367	350	34	.	.	PUNCT
easat-9367	351	1	1	1	NUM
easat-9367	351	2	-	-	SYM
easat-9367	351	3	13	13	NUM
easat-9367	351	4	,	,	PUNCT
easat-9367	351	5	2019	2019	NUM
easat-9367	351	6	.	.	PUNCT
easat-9367	352	1	[	[	X
easat-9367	352	2	14	14	NUM
easat-9367	352	3	]	]	X
easat-9367	352	4	y.	y.	PROPN
easat-9367	352	5	chen	chen	PROPN
easat-9367	352	6	,	,	PUNCT
easat-9367	352	7	j.-h	j.-h	PROPN
easat-9367	352	8	.	.	PUNCT
easat-9367	353	1	zhang	zhang	PROPN
easat-9367	353	2	,	,	PUNCT
easat-9367	353	3	l.	l.	PROPN
easat-9367	353	4	lu	lu	PROPN
easat-9367	353	5	,	,	PUNCT
easat-9367	353	6	and	and	CCONJ
easat-9367	353	7	z.-m	z.-m	PROPN
easat-9367	353	8	.	.	PUNCT
easat-9367	354	1	xie	xie	PROPN
easat-9367	354	2	,	,	PUNCT
easat-9367	354	3	"	"	PUNCT
easat-9367	354	4	cross	cross	ADJ
easat-9367	354	5	-	-	NOUN
easat-9367	354	6	correlation	correlation	NOUN
easat-9367	354	7	and	and	CCONJ
easat-9367	354	8	multifractality	multifractality	NOUN
easat-9367	354	9	analysis	analysis	NOUN
easat-9367	354	10	of	of	ADP
easat-9367	354	11	the	the	DET
easat-9367	354	12	chinese	chinese	ADJ
easat-9367	354	13	and	and	CCONJ
easat-9367	354	14	american	american	ADJ
easat-9367	354	15	stock	stock	NOUN
easat-9367	354	16	markets	market	NOUN
easat-9367	354	17	based	base	VERB
easat-9367	354	18	on	on	ADP
easat-9367	354	19	the	the	DET
easat-9367	354	20	mf	mf	PROPN
easat-9367	354	21	-	-	PUNCT
easat-9367	354	22	dcca	dcca	ADJ
easat-9367	354	23	model	model	NOUN
easat-9367	354	24	,	,	PUNCT
easat-9367	354	25	"	"	PUNCT
easat-9367	354	26	heliyon	heliyon	NOUN
easat-9367	354	27	,	,	PUNCT
easat-9367	354	28	vol	vol	NOUN
easat-9367	354	29	.	.	PROPN
easat-9367	354	30	10	10	NUM
easat-9367	354	31	,	,	PUNCT
easat-9367	354	32	no	no	INTJ
easat-9367	354	33	.	.	NOUN
easat-9367	354	34	17	17	NUM
easat-9367	354	35	,	,	PUNCT
easat-9367	354	36	p.	p.	NOUN
easat-9367	354	37	e36537	e36537	PROPN
easat-9367	354	38	,	,	PUNCT
easat-9367	354	39	2024	2024	NUM
easat-9367	354	40	.	.	PUNCT
easat-9367	355	1	https://doi.org/10.1016/j.heliyon.2024.e36537	https://doi.org/10.1016/j.heliyon.2024.e36537	PUNCT
easat-9367	356	1	[	[	X
easat-9367	356	2	15	15	NUM
easat-9367	356	3	]	]	X
easat-9367	356	4	b.	b.	PROPN
easat-9367	356	5	wang	wang	PROPN
easat-9367	356	6	,	,	PUNCT
easat-9367	356	7	z.	z.	PROPN
easat-9367	356	8	ding	ding	PROPN
easat-9367	356	9	,	,	PUNCT
easat-9367	356	10	x.	x.	PROPN
easat-9367	356	11	wang	wang	PROPN
easat-9367	356	12	,	,	PUNCT
easat-9367	356	13	and	and	CCONJ
easat-9367	356	14	k.	k.	PROPN
easat-9367	356	15	shi	shi	PROPN
easat-9367	356	16	,	,	PUNCT
easat-9367	356	17	"	"	PUNCT
easat-9367	356	18	crosscorrelation	crosscorrelation	NOUN
easat-9367	356	19	analysis	analysis	NOUN
easat-9367	356	20	between	between	ADP
easat-9367	356	21	p2p	p2p	NOUN
easat-9367	356	22	lending	lending	NOUN
easat-9367	356	23	market	market	NOUN
easat-9367	356	24	and	and	CCONJ
easat-9367	356	25	stock	stock	NOUN
easat-9367	356	26	market	market	NOUN
easat-9367	356	27	in	in	ADP
easat-9367	356	28	china	china	PROPN
easat-9367	356	29	,	,	PUNCT
easat-9367	356	30	"	"	PUNCT
easat-9367	356	31	mathematical	mathematical	ADJ
easat-9367	356	32	problems	problem	NOUN
easat-9367	356	33	in	in	ADP
easat-9367	356	34	engineering	engineering	NOUN
easat-9367	356	35	,	,	PUNCT
easat-9367	356	36	vol	vol	NOUN
easat-9367	356	37	.	.	PUNCT
easat-9367	356	38	2020	2020	NUM
easat-9367	356	39	,	,	PUNCT
easat-9367	356	40	no	no	INTJ
easat-9367	356	41	.	.	NOUN
easat-9367	356	42	1	1	NUM
easat-9367	356	43	,	,	PUNCT
easat-9367	356	44	p.	p.	NOUN
easat-9367	356	45	7134172	7134172	NUM
easat-9367	356	46	,	,	PUNCT
easat-9367	356	47	2020	2020	NUM
easat-9367	356	48	.	.	PUNCT
easat-9367	357	1	https://doi.org/10.1155/2020/7134172	https://doi.org/10.1155/2020/7134172	NOUN
easat-9367	358	1	[	[	X
easat-9367	358	2	16	16	NUM
easat-9367	358	3	]	]	PUNCT
easat-9367	358	4	m.	m.	NOUN
easat-9367	358	5	junjun	junjun	PROPN
easat-9367	358	6	,	,	PUNCT
easat-9367	358	7	t.	t.	PROPN
easat-9367	358	8	wang	wang	PROPN
easat-9367	358	9	,	,	PUNCT
easat-9367	358	10	and	and	CCONJ
easat-9367	358	11	r.	r.	PROPN
easat-9367	358	12	zhao	zhao	PROPN
easat-9367	358	13	,	,	PUNCT
easat-9367	358	14	"	"	PUNCT
easat-9367	358	15	quantifying	quantify	VERB
easat-9367	358	16	cross	cross	NOUN
easat-9367	358	17	-	-	NOUN
easat-9367	358	18	correlations	correlation	NOUN
easat-9367	358	19	between	between	ADP
easat-9367	358	20	economic	economic	ADJ
easat-9367	358	21	policy	policy	NOUN
easat-9367	358	22	uncertainty	uncertainty	NOUN
easat-9367	358	23	and	and	CCONJ
easat-9367	358	24	bitcoin	bitcoin	NOUN
easat-9367	358	25	market	market	NOUN
easat-9367	358	26	:	:	PUNCT
easat-9367	358	27	evidence	evidence	NOUN
easat-9367	358	28	from	from	ADP
easat-9367	358	29	multifractal	multifractal	ADJ
easat-9367	358	30	analysis	analysis	NOUN
easat-9367	358	31	,	,	PUNCT
easat-9367	358	32	"	"	PUNCT
easat-9367	358	33	discrete	discrete	ADJ
easat-9367	358	34	dynamics	dynamic	NOUN
easat-9367	358	35	in	in	ADP
easat-9367	358	36	nature	nature	NOUN
easat-9367	358	37	and	and	CCONJ
easat-9367	358	38	society	society	NOUN
easat-9367	358	39	,	,	PUNCT
easat-9367	358	40	vol	vol	NOUN
easat-9367	358	41	.	.	NOUN
easat-9367	358	42	2022	2022	NUM
easat-9367	358	43	,	,	PUNCT
easat-9367	358	44	no	no	INTJ
easat-9367	358	45	.	.	NOUN
easat-9367	358	46	1	1	NUM
easat-9367	358	47	,	,	PUNCT
easat-9367	358	48	p.	p.	NOUN
easat-9367	358	49	1072836	1072836	NUM
easat-9367	358	50	,	,	PUNCT
easat-9367	358	51	2022	2022	NUM
easat-9367	358	52	.	.	PUNCT
easat-9367	359	1	https://doi.org/10.1155/2022/1072836	https://doi.org/10.1155/2022/1072836	VERB
easat-9367	359	2	[	[	X
easat-9367	359	3	17	17	NUM
easat-9367	359	4	]	]	PUNCT
easat-9367	359	5	l.	l.	PROPN
easat-9367	359	6	jia	jia	PROPN
easat-9367	359	7	,	,	PUNCT
easat-9367	359	8	h.	h.	PROPN
easat-9367	359	9	li	li	PROPN
easat-9367	359	10	,	,	PUNCT
easat-9367	359	11	p.	p.	PROPN
easat-9367	359	12	yu	yu	PROPN
easat-9367	359	13	,	,	PUNCT
easat-9367	359	14	and	and	CCONJ
easat-9367	359	15	y.	y.	PROPN
easat-9367	359	16	wu	wu	PROPN
easat-9367	359	17	,	,	PUNCT
easat-9367	359	18	"	"	PUNCT
easat-9367	359	19	multifractal	multifractal	ADJ
easat-9367	359	20	detrended	detrended	ADJ
easat-9367	359	21	cross	cross	ADJ
easat-9367	359	22	-	-	ADJ
easat-9367	359	23	correlation	correlation	ADJ
easat-9367	359	24	analysis	analysis	NOUN
easat-9367	359	25	on	on	ADP
easat-9367	359	26	returns	return	NOUN
easat-9367	359	27	of	of	ADP
easat-9367	359	28	soybean	soybean	NOUN
easat-9367	359	29	futures	future	NOUN
easat-9367	359	30	and	and	CCONJ
easat-9367	359	31	spot	spot	NOUN
easat-9367	359	32	markets	market	NOUN
easat-9367	359	33	,	,	PUNCT
easat-9367	359	34	"	"	PUNCT
easat-9367	359	35	in	in	ADP
easat-9367	359	36	2022	2022	NUM
easat-9367	359	37	international	international	ADJ
easat-9367	359	38	conference	conference	NOUN
easat-9367	359	39	on	on	ADP
easat-9367	359	40	artificial	artificial	ADJ
easat-9367	359	41	intelligence	intelligence	NOUN
easat-9367	359	42	,	,	PUNCT
easat-9367	359	43	internet	internet	NOUN
easat-9367	359	44	and	and	CCONJ
easat-9367	359	45	digital	digital	ADJ
easat-9367	359	46	economy	economy	NOUN
easat-9367	359	47	(	(	PUNCT
easat-9367	359	48	icaid	icaid	VERB
easat-9367	359	49	2022	2022	NUM
easat-9367	359	50	)	)	PUNCT
easat-9367	359	51	,	,	PUNCT
easat-9367	359	52	pp	pp	PROPN
easat-9367	359	53	.	.	PUNCT
easat-9367	360	1	1012	1012	NUM
easat-9367	360	2	-	-	SYM
easat-9367	360	3	1019	1019	NUM
easat-9367	360	4	.	.	PUNCT
easat-9367	361	1	atlantis	atlantis	PROPN
easat-9367	361	2	press	press	PROPN
easat-9367	361	3	,	,	PUNCT
easat-9367	361	4	2022	2022	NUM
easat-9367	361	5	.	.	PUNCT
easat-9367	362	1	[	[	X
easat-9367	362	2	18	18	NUM
easat-9367	362	3	]	]	PUNCT
easat-9367	362	4	k.	k.	PROPN
easat-9367	362	5	jinchuan	jinchuan	PROPN
easat-9367	362	6	,	,	PUNCT
easat-9367	362	7	y.	y.	PROPN
easat-9367	362	8	duan	duan	PROPN
easat-9367	362	9	,	,	PUNCT
easat-9367	362	10	c.	c.	PROPN
easat-9367	362	11	xu	xu	PROPN
easat-9367	362	12	,	,	PUNCT
easat-9367	362	13	and	and	CCONJ
easat-9367	362	14	y.	y.	PROPN
easat-9367	362	15	zhang	zhang	PROPN
easat-9367	362	16	,	,	PUNCT
easat-9367	362	17	"	"	PUNCT
easat-9367	362	18	cross	cross	ADJ
easat-9367	362	19	-	-	ADJ
easat-9367	362	20	correlation	correlation	ADJ
easat-9367	362	21	multifractal	multifractal	ADJ
easat-9367	362	22	analysis	analysis	NOUN
easat-9367	362	23	of	of	ADP
easat-9367	362	24	technological	technological	ADJ
easat-9367	362	25	innovation	innovation	NOUN
easat-9367	362	26	,	,	PUNCT
easat-9367	362	27	financial	financial	ADJ
easat-9367	362	28	market	market	NOUN
easat-9367	362	29	and	and	CCONJ
easat-9367	362	30	real	real	ADJ
easat-9367	362	31	economy	economy	NOUN
easat-9367	362	32	indices	index	NOUN
easat-9367	362	33	,	,	PUNCT
easat-9367	362	34	"	"	PUNCT
easat-9367	362	35	fractal	fractal	ADJ
easat-9367	362	36	and	and	CCONJ
easat-9367	362	37	fractional	fractional	ADJ
easat-9367	362	38	,	,	PUNCT
easat-9367	362	39	vol	vol	NOUN
easat-9367	362	40	.	.	PROPN
easat-9367	362	41	7	7	NUM
easat-9367	362	42	,	,	PUNCT
easat-9367	362	43	no	no	INTJ
easat-9367	362	44	.	.	NOUN
easat-9367	362	45	3	3	NUM
easat-9367	362	46	,	,	PUNCT
easat-9367	362	47	p.	p.	NOUN
easat-9367	362	48	267	267	NUM
easat-9367	362	49	,	,	PUNCT
easat-9367	362	50	2023	2023	NUM
easat-9367	362	51	.	.	PUNCT
easat-9367	363	1	https://doi.org/10.3390/fractalfract7030267	https://doi.org/10.3390/fractalfract7030267	PROPN
easat-9367	363	2	[	[	X
easat-9367	363	3	19	19	NUM
easat-9367	363	4	]	]	X
easat-9367	363	5	f.	f.	PROPN
easat-9367	363	6	zeyi	zeyi	PROPN
easat-9367	363	7	,	,	PUNCT
easat-9367	363	8	h.	h.	PROPN
easat-9367	363	9	niu	niu	PROPN
easat-9367	363	10	,	,	PUNCT
easat-9367	363	11	and	and	CCONJ
easat-9367	363	12	w.	w.	PROPN
easat-9367	363	13	wang	wang	PROPN
easat-9367	363	14	,	,	PUNCT
easat-9367	363	15	"	"	PUNCT
easat-9367	363	16	market	market	NOUN
easat-9367	363	17	efficiency	efficiency	NOUN
easat-9367	363	18	and	and	CCONJ
easat-9367	363	19	cross	cross	NOUN
easat-9367	363	20	-	-	NOUN
easat-9367	363	21	correlations	correlation	NOUN
easat-9367	363	22	of	of	ADP
easat-9367	363	23	chinese	chinese	ADJ
easat-9367	363	24	new	new	ADJ
easat-9367	363	25	energy	energy	NOUN
easat-9367	363	26	market	market	NOUN
easat-9367	363	27	with	with	ADP
easat-9367	363	28	other	other	ADJ
easat-9367	363	29	assets	asset	NOUN
easat-9367	363	30	:	:	PUNCT
easat-9367	363	31	evidence	evidence	NOUN
easat-9367	363	32	from	from	ADP
easat-9367	363	33	multifractality	multifractality	NOUN
easat-9367	363	34	analysis	analysis	NOUN
easat-9367	363	35	,	,	PUNCT
easat-9367	363	36	"	"	PUNCT
easat-9367	363	37	computational	computational	ADJ
easat-9367	363	38	economics	economic	NOUN
easat-9367	363	39	,	,	PUNCT
easat-9367	363	40	vol	vol	NOUN
easat-9367	363	41	.	.	PROPN
easat-9367	363	42	62	62	NUM
easat-9367	363	43	,	,	PUNCT
easat-9367	363	44	no	no	INTJ
easat-9367	363	45	.	.	NOUN
easat-9367	363	46	3	3	NUM
easat-9367	363	47	,	,	PUNCT
easat-9367	363	48	pp	pp	ADJ
easat-9367	363	49	.	.	PUNCT
easat-9367	364	1	1287	1287	NUM
easat-9367	364	2	-	-	SYM
easat-9367	364	3	1311	1311	NUM
easat-9367	364	4	,	,	PUNCT
easat-9367	364	5	2023	2023	NUM
easat-9367	364	6	.	.	PUNCT
easat-9367	365	1	https://doi.org/10.1007/s10614-022-10301-2	https://doi.org/10.1007/s10614-022-10301-2	NUM
easat-9367	366	1	[	[	X
easat-9367	366	2	20	20	NUM
easat-9367	366	3	]	]	PUNCT
easat-9367	366	4	t.	t.	PROPN
easat-9367	366	5	acikgoz	acikgoz	PROPN
easat-9367	366	6	,	,	PUNCT
easat-9367	366	7	s.	s.	PROPN
easat-9367	366	8	gokten	gokten	VERB
easat-9367	366	9	,	,	PUNCT
easat-9367	366	10	and	and	CCONJ
easat-9367	366	11	a.	a.	PROPN
easat-9367	366	12	b.	b.	PROPN
easat-9367	366	13	soylu	soylu	PROPN
easat-9367	366	14	,	,	PUNCT
easat-9367	366	15	"	"	PUNCT
easat-9367	366	16	multifractal	multifractal	ADJ
easat-9367	366	17	detrended	detrended	ADJ
easat-9367	366	18	cross	cross	NOUN
easat-9367	366	19	-	-	NOUN
easat-9367	366	20	correlations	correlation	NOUN
easat-9367	366	21	between	between	ADP
easat-9367	366	22	green	green	ADJ
easat-9367	366	23	bonds	bond	NOUN
easat-9367	366	24	and	and	CCONJ
easat-9367	366	25	commodity	commodity	NOUN
easat-9367	366	26	markets	market	NOUN
easat-9367	366	27	:	:	PUNCT
easat-9367	366	28	an	an	DET
easat-9367	366	29	exploration	exploration	NOUN
easat-9367	366	30	of	of	ADP
easat-9367	366	31	the	the	DET
easat-9367	366	32	complex	complex	ADJ
easat-9367	366	33	connections	connection	NOUN
easat-9367	366	34	between	between	ADP
easat-9367	366	35	green	green	ADJ
easat-9367	366	36	finance	finance	NOUN
easat-9367	366	37	and	and	CCONJ
easat-9367	366	38	commodities	commodity	NOUN
easat-9367	366	39	from	from	ADP
easat-9367	366	40	the	the	DET
easat-9367	366	41	econophysics	econophysic	NOUN
easat-9367	366	42	perspective	perspective	NOUN
easat-9367	366	43	,	,	PUNCT
easat-9367	366	44	"	"	PUNCT
easat-9367	366	45	fractal	fractal	ADJ
easat-9367	366	46	and	and	CCONJ
easat-9367	366	47	fractional	fractional	ADJ
easat-9367	366	48	,	,	PUNCT
easat-9367	366	49	vol	vol	NOUN
easat-9367	366	50	.	.	NOUN
easat-9367	366	51	8	8	NUM
easat-9367	366	52	,	,	PUNCT
easat-9367	366	53	no	no	INTJ
easat-9367	366	54	.	.	NOUN
easat-9367	366	55	2	2	NUM
easat-9367	366	56	,	,	PUNCT
easat-9367	366	57	p.	p.	NOUN
easat-9367	366	58	117	117	NUM
easat-9367	366	59	,	,	PUNCT
easat-9367	366	60	2024	2024	NUM
easat-9367	366	61	.	.	PUNCT
easat-9367	367	1	https://doi.org/10.3390/fractalfract8020117	https://doi.org/10.3390/fractalfract8020117	PROPN
easat-9367	368	1	[	[	X
easat-9367	368	2	21	21	NUM
easat-9367	368	3	]	]	X
easat-9367	368	4	d.	d.	PROPN
easat-9367	368	5	m.	m.	PROPN
easat-9367	368	6	b.	b.	PROPN
easat-9367	369	1	j.	j.	PROPN
easat-9367	369	2	paulo	paulo	PROPN
easat-9367	369	3	roberto	roberto	PROPN
easat-9367	369	4	,	,	PUNCT
easat-9367	369	5	k.	k.	PROPN
easat-9367	369	6	l.	l.	PROPN
easat-9367	369	7	bunge	bunge	PROPN
easat-9367	369	8	,	,	PUNCT
easat-9367	369	9	v.	v.	PROPN
easat-9367	369	10	h.	h.	PROPN
easat-9367	369	11	serravalle	serravalle	PROPN
easat-9367	369	12	reis	reis	PROPN
easat-9367	369	13	rodrigues	rodrigues	PROPN
easat-9367	369	14	,	,	PUNCT
easat-9367	369	15	m.	m.	PROPN
easat-9367	369	16	t.	t.	PROPN
easat-9367	369	17	ferreira	ferreira	PROPN
easat-9367	369	18	santiago	santiago	PROPN
easat-9367	369	19	,	,	PUNCT
easat-9367	369	20	e.	e.	PROPN
easat-9367	369	21	b.	b.	PROPN
easat-9367	369	22	dos	dos	PROPN
easat-9367	369	23	santos	santos	PROPN
easat-9367	369	24	marinho	marinho	PROPN
easat-9367	369	25	,	,	PUNCT
easat-9367	369	26	and	and	CCONJ
easat-9367	369	27	j.	j.	PROPN
easat-9367	369	28	l.	l.	PROPN
easat-9367	369	29	lima	lima	PROPN
easat-9367	369	30	de	de	PROPN
easat-9367	369	31	jesus	jesus	PROPN
easat-9367	369	32	silva	silva	PROPN
easat-9367	369	33	,	,	PUNCT
easat-9367	369	34	"	"	PUNCT
easat-9367	369	35	multi	multi	ADJ
easat-9367	369	36	-	-	ADJ
easat-9367	369	37	fractal	fractal	ADJ
easat-9367	369	38	detrended	detrended	ADJ
easat-9367	369	39	cross	cross	ADJ
easat-9367	369	40	-	-	ADJ
easat-9367	369	41	correlation	correlation	ADJ
easat-9367	369	42	heatmaps	heatmap	NOUN
easat-9367	369	43	for	for	ADP
easat-9367	369	44	time	time	NOUN
easat-9367	369	45	series	series	PROPN
easat-9367	369	46	analysis	analysis	NOUN
easat-9367	369	47	,	,	PUNCT
easat-9367	369	48	"	"	PUNCT
easat-9367	369	49	scientific	scientific	ADJ
easat-9367	369	50	reports	report	NOUN
easat-9367	369	51	,	,	PUNCT
easat-9367	369	52	vol	vol	NOUN
easat-9367	369	53	.	.	PROPN
easat-9367	369	54	12	12	NUM
easat-9367	369	55	,	,	PUNCT
easat-9367	369	56	no	no	INTJ
easat-9367	369	57	.	.	NOUN
easat-9367	369	58	1	1	NUM
easat-9367	369	59	,	,	PUNCT
easat-9367	369	60	p.	p.	NOUN
easat-9367	369	61	21655	21655	NUM
easat-9367	369	62	,	,	PUNCT
easat-9367	369	63	2022	2022	NUM
easat-9367	369	64	.	.	PUNCT
easat-9367	370	1	https://doi.org/10.1038/s41598-022-26207-w	https://doi.org/10.1038/s41598-022-26207-w	X
easat-9367	371	1	[	[	NOUN
easat-9367	371	2	22	22	NUM
easat-9367	371	3	]	]	PUNCT
easat-9367	371	4	e.	e.	PROPN
easat-9367	371	5	a.	a.	PROPN
easat-9367	371	6	marwane	marwane	PROPN
easat-9367	371	7	and	and	CCONJ
easat-9367	371	8	s.	s.	PROPN
easat-9367	371	9	benbachir	benbachir	PROPN
easat-9367	371	10	,	,	PUNCT
easat-9367	371	11	"	"	PUNCT
easat-9367	371	12	multifractal	multifractal	ADJ
easat-9367	371	13	detrended	detrende	VERB
easat-9367	371	14	cross	cross	ADJ
easat-9367	371	15	-	-	ADJ
easat-9367	371	16	correlation	correlation	ADJ
easat-9367	371	17	analysis	analysis	NOUN
easat-9367	371	18	in	in	ADP
easat-9367	371	19	the	the	DET
easat-9367	371	20	mena	mena	PROPN
easat-9367	371	21	area	area	PROPN
easat-9367	371	22	,	,	PUNCT
easat-9367	371	23	"	"	PUNCT
easat-9367	371	24	physica	physica	NOUN
easat-9367	371	25	a	a	DET
easat-9367	371	26	:	:	PUNCT
easat-9367	371	27	statistical	statistical	ADJ
easat-9367	371	28	mechanics	mechanic	NOUN
easat-9367	371	29	and	and	CCONJ
easat-9367	371	30	its	its	PRON
easat-9367	371	31	applications	application	NOUN
easat-9367	371	32	,	,	PUNCT
easat-9367	371	33	vol	vol	NOUN
easat-9367	371	34	.	.	PROPN
easat-9367	372	1	392	392	NUM
easat-9367	372	2	,	,	PUNCT
easat-9367	372	3	no	no	INTJ
easat-9367	372	4	.	.	NOUN
easat-9367	372	5	23	23	NUM
easat-9367	372	6	,	,	PUNCT
easat-9367	372	7	pp	pp	ADJ
easat-9367	372	8	.	.	PUNCT
easat-9367	373	1	5985	5985	NUM
easat-9367	373	2	-	-	SYM
easat-9367	373	3	5993	5993	NUM
easat-9367	373	4	,	,	PUNCT
easat-9367	373	5	2013	2013	NUM
easat-9367	373	6	.	.	PUNCT
easat-9367	374	1	https://doi.org/10.1103/physreve.77.066211	https://doi.org/10.1103/physreve.77.066211	NOUN
easat-9367	374	2	https://doi.org/10.1140/epjb/e2009-00402-2	https://doi.org/10.1140/epjb/e2009-00402-2	INTJ
easat-9367	375	1	https://doi.org/10.1038/s41598-018-35032-z	https://doi.org/10.1038/s41598-018-35032-z	PROPN
easat-9367	375	2	https://doi.org/10.3390/atmos11101116	https://doi.org/10.3390/atmos11101116	PROPN
easat-9367	375	3	https://doi.org/10.1016/j.chaos.2010.11.005	https://doi.org/10.1016/j.chaos.2010.11.005	VERB
easat-9367	375	4	https://doi.org/10.3390/economies7010009	https://doi.org/10.3390/economies7010009	NOUN
easat-9367	375	5	https://doi.org/10.1007/s11071-012-0718-2	https://doi.org/10.1007/s11071-012-0718-2	NUM
easat-9367	375	6	https://doi.org/10.4236/ojs.2019.91011	https://doi.org/10.4236/ojs.2019.91011	NOUN
easat-9367	375	7	https://doi.org/10.1016/j.heliyon.2024.e36537	https://doi.org/10.1016/j.heliyon.2024.e36537	ADP
easat-9367	375	8	https://doi.org/10.1155/2020/7134172	https://doi.org/10.1155/2020/7134172	PROPN
easat-9367	375	9	https://doi.org/10.1155/2022/1072836	https://doi.org/10.1155/2022/1072836	VERB
easat-9367	375	10	https://doi.org/10.3390/fractalfract7030267	https://doi.org/10.3390/fractalfract7030267	PROPN
easat-9367	375	11	https://doi.org/10.1007/s10614-022-10301-2	https://doi.org/10.1007/s10614-022-10301-2	NUM
easat-9367	375	12	https://doi.org/10.3390/fractalfract8020117	https://doi.org/10.3390/fractalfract8020117	VERB
easat-9367	375	13	https://doi.org/10.1038/s41598-022-26207-w	https://doi.org/10.1038/s41598-022-26207-w	PROPN
easat-9367	375	14	606	606	NUM
easat-9367	375	15	edelweiss	edelweiss	PROPN
easat-9367	375	16	applied	apply	VERB
easat-9367	375	17	science	science	NOUN
easat-9367	375	18	and	and	CCONJ
easat-9367	375	19	technology	technology	NOUN
easat-9367	375	20	issn	issn	PROPN
easat-9367	375	21	:	:	PUNCT
easat-9367	375	22	2576	2576	NUM
easat-9367	375	23	-	-	SYM
easat-9367	375	24	8484	8484	NUM
easat-9367	375	25	vol	vol	NOUN
easat-9367	375	26	.	.	PROPN
easat-9367	376	1	9	9	NUM
easat-9367	376	2	,	,	PUNCT
easat-9367	376	3	no	no	INTJ
easat-9367	376	4	.	.	NOUN
easat-9367	376	5	8	8	NUM
easat-9367	376	6	:	:	PUNCT
easat-9367	376	7	586	586	NUM
easat-9367	376	8	-	-	SYM
easat-9367	376	9	606	606	NUM
easat-9367	376	10	,	,	PUNCT
easat-9367	376	11	2025	2025	NUM
easat-9367	376	12	doi	doi	NOUN
easat-9367	376	13	:	:	PUNCT
easat-9367	376	14	10.55214/2576	10.55214/2576	NUM
easat-9367	376	15	-	-	SYM
easat-9367	376	16	8484.v9i8.9367	8484.v9i8.9367	NUM
easat-9367	376	17	©	©	PROPN
easat-9367	376	18	2025	2025	NUM
easat-9367	376	19	by	by	ADP
easat-9367	376	20	the	the	DET
easat-9367	376	21	authors	author	NOUN
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easat-9367	376	23	licensee	licensee	PROPN
easat-9367	376	24	learning	learning	NOUN
easat-9367	376	25	gate	gate	NOUN
easat-9367	377	1	[	[	X
easat-9367	377	2	23	23	NUM
easat-9367	377	3	]	]	PUNCT
easat-9367	377	4	b.	b.	PROPN
easat-9367	377	5	podobnik	podobnik	PROPN
easat-9367	377	6	and	and	CCONJ
easat-9367	377	7	h.	h.	PROPN
easat-9367	377	8	e.	e.	PROPN
easat-9367	377	9	stanley	stanley	PROPN
easat-9367	377	10	,	,	PUNCT
easat-9367	377	11	"	"	PUNCT
easat-9367	377	12	detrended	detrende	VERB
easat-9367	377	13	cross	cross	ADJ
easat-9367	377	14	-	-	ADJ
easat-9367	377	15	correlation	correlation	ADJ
easat-9367	377	16	analysis	analysis	NOUN
easat-9367	377	17	:	:	PUNCT
easat-9367	377	18	a	a	DET
easat-9367	377	19	new	new	ADJ
easat-9367	377	20	method	method	NOUN
easat-9367	377	21	for	for	ADP
easat-9367	377	22	analyzing	analyze	VERB
easat-9367	377	23	two	two	NUM
easat-9367	377	24	nonstationary	nonstationary	ADJ
easat-9367	377	25	time	time	NOUN
easat-9367	377	26	series	series	NOUN
easat-9367	377	27	,	,	PUNCT
easat-9367	377	28	"	"	PUNCT
easat-9367	377	29	physical	physical	ADJ
easat-9367	377	30	review	review	NOUN
easat-9367	377	31	letters	letter	NOUN
easat-9367	377	32	,	,	PUNCT
easat-9367	377	33	vol	vol	NOUN
easat-9367	377	34	.	.	PROPN
easat-9367	377	35	100	100	NUM
easat-9367	377	36	,	,	PUNCT
easat-9367	377	37	no	no	INTJ
easat-9367	377	38	.	.	NOUN
easat-9367	377	39	8	8	NUM
easat-9367	377	40	,	,	PUNCT
easat-9367	377	41	p.	p.	NOUN
easat-9367	377	42	084102	084102	NUM
easat-9367	377	43	,	,	PUNCT
easat-9367	377	44	2008	2008	NUM
easat-9367	377	45	.	.	PUNCT
easat-9367	378	1	https://doi.org/10.1103/physrevlett.100.084102	https://doi.org/10.1103/physrevlett.100.084102	PRON
easat-9367	378	2	[	[	X
easat-9367	378	3	24	24	NUM
easat-9367	378	4	]	]	PUNCT
easat-9367	378	5	j.	j.	PROPN
easat-9367	378	6	w.	w.	PROPN
easat-9367	378	7	kantelhardt	kantelhardt	PROPN
easat-9367	378	8	,	,	PUNCT
easat-9367	378	9	s.	s.	PROPN
easat-9367	378	10	a.	a.	PROPN
easat-9367	378	11	zschiegner	zschiegner	PROPN
easat-9367	378	12	,	,	PUNCT
easat-9367	378	13	e.	e.	PROPN
easat-9367	378	14	koscielny	koscielny	PROPN
easat-9367	378	15	-	-	PUNCT
easat-9367	378	16	bunde	bunde	PROPN
easat-9367	378	17	,	,	PUNCT
easat-9367	378	18	s.	s.	PROPN
easat-9367	378	19	havlin	havlin	PROPN
easat-9367	378	20	,	,	PUNCT
easat-9367	378	21	a.	a.	NOUN
easat-9367	378	22	bunde	bunde	PROPN
easat-9367	378	23	,	,	PUNCT
easat-9367	378	24	and	and	CCONJ
easat-9367	378	25	h.	h.	PROPN
easat-9367	378	26	e.	e.	PROPN
easat-9367	378	27	stanley	stanley	PROPN
easat-9367	378	28	,	,	PUNCT
easat-9367	378	29	"	"	PUNCT
easat-9367	378	30	multifractal	multifractal	ADJ
easat-9367	378	31	detrended	detrende	VERB
easat-9367	378	32	fluctuation	fluctuation	NOUN
easat-9367	378	33	analysis	analysis	NOUN
easat-9367	378	34	of	of	ADP
easat-9367	378	35	nonstationary	nonstationary	ADJ
easat-9367	378	36	time	time	NOUN
easat-9367	378	37	series	series	NOUN
easat-9367	378	38	,	,	PUNCT
easat-9367	378	39	"	"	PUNCT
easat-9367	378	40	physica	physica	NOUN
easat-9367	378	41	a	a	DET
easat-9367	378	42	:	:	PUNCT
easat-9367	378	43	statistical	statistical	ADJ
easat-9367	378	44	mechanics	mechanic	NOUN
easat-9367	378	45	and	and	CCONJ
easat-9367	378	46	its	its	PRON
easat-9367	378	47	applications	application	NOUN
easat-9367	378	48	,	,	PUNCT
easat-9367	378	49	vol	vol	NOUN
easat-9367	378	50	.	.	PROPN
easat-9367	379	1	316	316	NUM
easat-9367	379	2	,	,	PUNCT
easat-9367	379	3	no	no	NOUN
easat-9367	379	4	.	.	NOUN
easat-9367	380	1	1	1	NUM
easat-9367	380	2	-	-	SYM
easat-9367	380	3	4	4	NUM
easat-9367	380	4	,	,	PUNCT
easat-9367	380	5	pp	pp	ADJ
easat-9367	380	6	.	.	PUNCT
easat-9367	381	1	87	87	NUM
easat-9367	381	2	-	-	SYM
easat-9367	381	3	114	114	NUM
easat-9367	381	4	,	,	PUNCT
easat-9367	381	5	2002	2002	NUM
easat-9367	381	6	.	.	PUNCT
easat-9367	382	1	[	[	X
easat-9367	382	2	25	25	NUM
easat-9367	382	3	]	]	PUNCT
easat-9367	382	4	b.	b.	PROPN
easat-9367	382	5	podobnik	podobnik	PROPN
easat-9367	382	6	,	,	PUNCT
easat-9367	382	7	i.	i.	PROPN
easat-9367	382	8	grosse	grosse	PROPN
easat-9367	382	9	,	,	PUNCT
easat-9367	382	10	d.	d.	PROPN
easat-9367	382	11	horvatić	horvatić	PROPN
easat-9367	382	12	,	,	PUNCT
easat-9367	382	13	s.	s.	PROPN
easat-9367	382	14	ilic	ilic	PROPN
easat-9367	382	15	,	,	PUNCT
easat-9367	382	16	p.	p.	PROPN
easat-9367	382	17	c.	c.	PROPN
easat-9367	382	18	ivanov	ivanov	PROPN
easat-9367	382	19	,	,	PUNCT
easat-9367	382	20	and	and	CCONJ
easat-9367	382	21	h.	h.	PROPN
easat-9367	382	22	e.	e.	PROPN
easat-9367	382	23	stanley	stanley	PROPN
easat-9367	382	24	,	,	PUNCT
easat-9367	382	25	"	"	PUNCT
easat-9367	382	26	quantifying	quantify	VERB
easat-9367	382	27	cross	cross	NOUN
easat-9367	382	28	-	-	NOUN
easat-9367	382	29	correlations	correlation	NOUN
easat-9367	382	30	using	use	VERB
easat-9367	382	31	local	local	ADJ
easat-9367	382	32	and	and	CCONJ
easat-9367	382	33	global	global	ADJ
easat-9367	382	34	detrending	detrending	NOUN
easat-9367	382	35	approaches	approach	NOUN
easat-9367	382	36	,	,	PUNCT
easat-9367	382	37	"	"	PUNCT
easat-9367	382	38	the	the	DET
easat-9367	382	39	european	european	PROPN
easat-9367	382	40	physical	physical	PROPN
easat-9367	382	41	journal	journal	PROPN
easat-9367	382	42	b	b	PROPN
easat-9367	382	43	,	,	PUNCT
easat-9367	382	44	vol	vol	NOUN
easat-9367	382	45	.	.	PROPN
easat-9367	382	46	71	71	NUM
easat-9367	382	47	,	,	PUNCT
easat-9367	382	48	no	no	INTJ
easat-9367	382	49	.	.	NOUN
easat-9367	382	50	2	2	NUM
easat-9367	382	51	,	,	PUNCT
easat-9367	382	52	pp	pp	ADJ
easat-9367	382	53	.	.	PUNCT
easat-9367	383	1	243	243	NUM
easat-9367	383	2	-	-	SYM
easat-9367	383	3	250	250	NUM
easat-9367	383	4	,	,	PUNCT
easat-9367	383	5	2009	2009	NUM
easat-9367	383	6	.	.	PUNCT
easat-9367	384	1	https://doi.org/10.1140/epjb/e2009-00310-5	https://doi.org/10.1140/epjb/e2009-00310-5	PRON
easat-9367	385	1	[	[	X
easat-9367	385	2	26	26	NUM
easat-9367	385	3	]	]	X
easat-9367	385	4	j.	j.	PROPN
easat-9367	385	5	g.	g.	PROPN
easat-9367	385	6	proakis	proakis	PROPN
easat-9367	385	7	and	and	CCONJ
easat-9367	385	8	d.	d.	PROPN
easat-9367	385	9	g.	g.	PROPN
easat-9367	385	10	manolakis	manolakis	PROPN
easat-9367	385	11	,	,	PUNCT
easat-9367	385	12	digital	digital	ADJ
easat-9367	385	13	signal	signal	NOUN
easat-9367	385	14	processing	processing	NOUN
easat-9367	385	15	:	:	PUNCT
easat-9367	385	16	principles	principle	NOUN
easat-9367	385	17	,	,	PUNCT
easat-9367	385	18	algorithms	algorithm	NOUN
easat-9367	385	19	,	,	PUNCT
easat-9367	385	20	and	and	CCONJ
easat-9367	385	21	applications	application	NOUN
easat-9367	385	22	,	,	PUNCT
easat-9367	385	23	3rd	3rd	ADJ
easat-9367	385	24	ed	ed	NOUN
easat-9367	385	25	.	.	PUNCT
easat-9367	386	1	upper	upper	ADJ
easat-9367	386	2	saddle	saddle	PROPN
easat-9367	386	3	river	river	PROPN
easat-9367	386	4	,	,	PUNCT
easat-9367	386	5	nj	nj	PROPN
easat-9367	386	6	:	:	PUNCT
easat-9367	386	7	prentice	prentice	PROPN
easat-9367	386	8	hall	hall	PROPN
easat-9367	386	9	,	,	PUNCT
easat-9367	386	10	1996	1996	NUM
easat-9367	386	11	.	.	PUNCT
easat-9367	387	1	[	[	X
easat-9367	387	2	27	27	NUM
easat-9367	387	3	]	]	PUNCT
easat-9367	387	4	t.	t.	PROPN
easat-9367	387	5	schreiber	schreiber	PROPN
easat-9367	387	6	and	and	CCONJ
easat-9367	387	7	a.	a.	PROPN
easat-9367	387	8	schmitz	schmitz	PROPN
easat-9367	387	9	,	,	PUNCT
easat-9367	387	10	"	"	PUNCT
easat-9367	387	11	improved	improve	VERB
easat-9367	387	12	surrogate	surrogate	ADJ
easat-9367	387	13	data	datum	NOUN
easat-9367	387	14	for	for	ADP
easat-9367	387	15	nonlinearity	nonlinearity	NOUN
easat-9367	387	16	tests	test	NOUN
easat-9367	387	17	,	,	PUNCT
easat-9367	387	18	"	"	PUNCT
easat-9367	387	19	physical	physical	ADJ
easat-9367	387	20	review	review	NOUN
easat-9367	387	21	letters	letter	NOUN
easat-9367	387	22	,	,	PUNCT
easat-9367	387	23	vol	vol	NOUN
easat-9367	387	24	.	.	PROPN
easat-9367	388	1	77	77	NUM
easat-9367	388	2	,	,	PUNCT
easat-9367	388	3	no	no	INTJ
easat-9367	388	4	.	.	NOUN
easat-9367	388	5	4	4	NUM
easat-9367	388	6	,	,	PUNCT
easat-9367	388	7	pp	pp	ADJ
easat-9367	388	8	.	.	PUNCT
easat-9367	389	1	635	635	NUM
easat-9367	389	2	-	-	PUNCT
easat-9367	389	3	638	638	NUM
easat-9367	389	4	,	,	PUNCT
easat-9367	389	5	1996	1996	NUM
easat-9367	389	6	.	.	PUNCT
easat-9367	390	1	https://doi.org/10.1103/physrevlett.77.635	https://doi.org/10.1103/physrevlett.77.635	NOUN
easat-9367	391	1	[	[	X
easat-9367	391	2	28	28	NUM
easat-9367	391	3	]	]	X
easat-9367	391	4	d.	d.	PROPN
easat-9367	391	5	kugiumtzis	kugiumtzis	PROPN
easat-9367	391	6	,	,	PUNCT
easat-9367	391	7	"	"	PUNCT
easat-9367	391	8	statically	statically	ADV
easat-9367	391	9	transformed	transform	VERB
easat-9367	391	10	autoregressive	autoregressive	ADJ
easat-9367	391	11	process	process	NOUN
easat-9367	391	12	and	and	CCONJ
easat-9367	391	13	surrogate	surrogate	ADJ
easat-9367	391	14	data	datum	NOUN
easat-9367	391	15	test	test	NOUN
easat-9367	391	16	for	for	ADP
easat-9367	391	17	nonlinearity	nonlinearity	NOUN
easat-9367	391	18	,	,	PUNCT
easat-9367	391	19	"	"	PUNCT
easat-9367	391	20	physical	physical	ADJ
easat-9367	391	21	review	review	NOUN
easat-9367	391	22	e	e	NOUN
easat-9367	391	23	,	,	PUNCT
easat-9367	391	24	vol	vol	NOUN
easat-9367	391	25	.	.	PROPN
easat-9367	392	1	66	66	NUM
easat-9367	392	2	,	,	PUNCT
easat-9367	392	3	no	no	INTJ
easat-9367	392	4	.	.	NOUN
easat-9367	392	5	2	2	NUM
easat-9367	392	6	,	,	PUNCT
easat-9367	392	7	p.	p.	NOUN
easat-9367	392	8	025201	025201	NUM
easat-9367	392	9	,	,	PUNCT
easat-9367	392	10	2002	2002	NUM
easat-9367	392	11	.	.	PUNCT
easat-9367	393	1	[	[	X
easat-9367	393	2	29	29	NUM
easat-9367	393	3	]	]	PUNCT
easat-9367	393	4	p.	p.	NOUN
easat-9367	393	5	owusu‑junior	owusu‑junior	PROPN
easat-9367	393	6	,	,	PUNCT
easat-9367	393	7	j.	j.	PROPN
easat-9367	393	8	e.	e.	PROPN
easat-9367	393	9	tetteh	tetteh	PROPN
easat-9367	393	10	,	,	PUNCT
easat-9367	393	11	b.	b.	PROPN
easat-9367	393	12	nkrumah‑boadu	nkrumah‑boadu	PROPN
easat-9367	393	13	,	,	PUNCT
easat-9367	393	14	and	and	CCONJ
easat-9367	393	15	a.	a.	PROPN
easat-9367	393	16	n.	n.	PROPN
easat-9367	393	17	k.	k.	PROPN
easat-9367	393	18	adjei	adjei	PROPN
easat-9367	393	19	,	,	PUNCT
easat-9367	393	20	"	"	PUNCT
easat-9367	393	21	comovement	comovement	NOUN
easat-9367	393	22	of	of	ADP
easat-9367	393	23	african	african	ADJ
easat-9367	393	24	stock	stock	NOUN
easat-9367	393	25	markets	market	NOUN
easat-9367	393	26	:	:	PUNCT
easat-9367	393	27	any	any	DET
easat-9367	393	28	influence	influence	NOUN
easat-9367	393	29	from	from	ADP
easat-9367	393	30	the	the	DET
easat-9367	393	31	covid‑19	covid‑19	PROPN
easat-9367	393	32	pandemic	pandemic	ADJ
easat-9367	393	33	?	?	PUNCT
easat-9367	393	34	,	,	PUNCT
easat-9367	393	35	"	"	PUNCT
easat-9367	393	36	heliyon	heliyon	NOUN
easat-9367	393	37	,	,	PUNCT
easat-9367	393	38	vol	vol	NOUN
easat-9367	393	39	.	.	PROPN
easat-9367	393	40	10	10	NUM
easat-9367	393	41	,	,	PUNCT
easat-9367	393	42	no	no	INTJ
easat-9367	393	43	.	.	NOUN
easat-9367	393	44	4	4	NUM
easat-9367	393	45	,	,	PUNCT
easat-9367	393	46	p.	p.	NOUN
easat-9367	393	47	e29409	e29409	PROPN
easat-9367	393	48	,	,	PUNCT
easat-9367	393	49	2024	2024	NUM
easat-9367	393	50	.	.	PUNCT
easat-9367	394	1	[	[	X
easat-9367	394	2	30	30	NUM
easat-9367	394	3	]	]	X
easat-9367	394	4	e.	e.	PROPN
easat-9367	394	5	m.	m.	PROPN
easat-9367	394	6	ferrouhi	ferrouhi	PROPN
easat-9367	394	7	,	,	PUNCT
easat-9367	394	8	"	"	PUNCT
easat-9367	394	9	shortand	shortand	NOUN
easat-9367	394	10	long	long	ADJ
easat-9367	394	11	-	-	PUNCT
easat-9367	394	12	term	term	NOUN
easat-9367	394	13	comovements	comovement	NOUN
easat-9367	394	14	and	and	CCONJ
easat-9367	394	15	spillovers	spillover	NOUN
easat-9367	394	16	among	among	ADP
easat-9367	394	17	african	african	ADJ
easat-9367	394	18	stock	stock	NOUN
easat-9367	394	19	markets	market	NOUN
easat-9367	394	20	:	:	PUNCT
easat-9367	394	21	evidence	evidence	NOUN
easat-9367	394	22	from	from	ADP
easat-9367	394	23	cointegration	cointegration	NOUN
easat-9367	394	24	and	and	CCONJ
easat-9367	394	25	causality	causality	NOUN
easat-9367	394	26	tests	test	NOUN
easat-9367	394	27	,	,	PUNCT
easat-9367	394	28	"	"	PUNCT
easat-9367	394	29	african	african	ADJ
easat-9367	394	30	journal	journal	NOUN
easat-9367	394	31	of	of	ADP
easat-9367	394	32	economic	economic	ADJ
easat-9367	394	33	and	and	CCONJ
easat-9367	394	34	management	management	NOUN
easat-9367	394	35	studies	study	NOUN
easat-9367	394	36	,	,	PUNCT
easat-9367	394	37	vol	vol	NOUN
easat-9367	394	38	.	.	PROPN
easat-9367	394	39	11	11	NUM
easat-9367	394	40	,	,	PUNCT
easat-9367	394	41	no	no	INTJ
easat-9367	394	42	.	.	NOUN
easat-9367	394	43	3	3	NUM
easat-9367	394	44	,	,	PUNCT
easat-9367	394	45	pp	pp	ADJ
easat-9367	394	46	.	.	PUNCT
easat-9367	395	1	345–360	345–360	NUM
easat-9367	395	2	,	,	PUNCT
easat-9367	395	3	2020	2020	NUM
easat-9367	395	4	.	.	PUNCT
easat-9367	396	1	[	[	X
easat-9367	396	2	31	31	NUM
easat-9367	396	3	]	]	X
easat-9367	396	4	g.	g.	PROPN
easat-9367	396	5	tweneboah	tweneboah	PROPN
easat-9367	396	6	,	,	PUNCT
easat-9367	396	7	p.	p.	NOUN
easat-9367	396	8	owusu‑junior	owusu‑junior	NUM
easat-9367	396	9	,	,	PUNCT
easat-9367	396	10	and	and	CCONJ
easat-9367	396	11	e.	e.	PROPN
easat-9367	396	12	k.	k.	PROPN
easat-9367	396	13	oseifuah	oseifuah	PROPN
easat-9367	396	14	,	,	PUNCT
easat-9367	396	15	"	"	PUNCT
easat-9367	396	16	integration	integration	NOUN
easat-9367	396	17	of	of	ADP
easat-9367	396	18	major	major	ADJ
easat-9367	396	19	african	african	ADJ
easat-9367	396	20	stock	stock	NOUN
easat-9367	396	21	markets	market	NOUN
easat-9367	396	22	:	:	PUNCT
easat-9367	396	23	evidence	evidence	NOUN
easat-9367	396	24	from	from	ADP
easat-9367	396	25	multi‑scale	multi‑scale	ADJ
easat-9367	396	26	wavelets	wavelet	NOUN
easat-9367	396	27	correlation	correlation	NOUN
easat-9367	396	28	,	,	PUNCT
easat-9367	396	29	"	"	PUNCT
easat-9367	396	30	academy	academy	NOUN
easat-9367	396	31	of	of	ADP
easat-9367	396	32	accounting	accounting	NOUN
easat-9367	396	33	and	and	CCONJ
easat-9367	396	34	financial	financial	ADJ
easat-9367	396	35	studies	study	NOUN
easat-9367	396	36	journal	journal	NOUN
easat-9367	396	37	,	,	PUNCT
easat-9367	396	38	vol	vol	NOUN
easat-9367	396	39	.	.	PROPN
easat-9367	396	40	23	23	NUM
easat-9367	396	41	,	,	PUNCT
easat-9367	396	42	no	no	INTJ
easat-9367	396	43	.	.	NOUN
easat-9367	396	44	6	6	NUM
easat-9367	396	45	,	,	PUNCT
easat-9367	396	46	pp	pp	ADJ
easat-9367	396	47	.	.	PUNCT
easat-9367	397	1	1–17	1–17	NOUN
easat-9367	397	2	,	,	PUNCT
easat-9367	397	3	2019	2019	NUM
easat-9367	397	4	.	.	PUNCT
easat-9367	398	1	[	[	X
easat-9367	398	2	32	32	NUM
easat-9367	398	3	]	]	PUNCT
easat-9367	398	4	o.	o.	PROPN
easat-9367	398	5	s.	s.	PROPN
easat-9367	398	6	yaya	yaya	PROPN
easat-9367	398	7	,	,	PUNCT
easat-9367	398	8	o.	o.	PROPN
easat-9367	398	9	adenikinju	adenikinju	PROPN
easat-9367	398	10	,	,	PUNCT
easat-9367	398	11	and	and	CCONJ
easat-9367	398	12	h.	h.	PROPN
easat-9367	398	13	a.	a.	PROPN
easat-9367	398	14	olayinka	olayinka	PROPN
easat-9367	398	15	,	,	PUNCT
easat-9367	398	16	"	"	PUNCT
easat-9367	398	17	african	african	ADJ
easat-9367	398	18	stock	stock	NOUN
easat-9367	398	19	markets	market	NOUN
easat-9367	398	20	’	'	PUNCT
easat-9367	398	21	connectedness	connectedness	NOUN
easat-9367	398	22	:	:	PUNCT
easat-9367	398	23	quantile	quantile	ADJ
easat-9367	398	24	var	var	NOUN
easat-9367	398	25	approach	approach	NOUN
easat-9367	398	26	,	,	PUNCT
easat-9367	398	27	"	"	PUNCT
easat-9367	398	28	modern	modern	ADJ
easat-9367	398	29	finance	finance	NOUN
easat-9367	398	30	,	,	PUNCT
easat-9367	398	31	vol	vol	NOUN
easat-9367	398	32	.	.	PROPN
easat-9367	398	33	2	2	NUM
easat-9367	398	34	,	,	PUNCT
easat-9367	398	35	no	no	INTJ
easat-9367	398	36	.	.	NOUN
easat-9367	398	37	1	1	NUM
easat-9367	398	38	,	,	PUNCT
easat-9367	398	39	pp	pp	ADJ
easat-9367	398	40	.	.	PUNCT
easat-9367	399	1	51–68	51–68	NUM
easat-9367	399	2	,	,	PUNCT
easat-9367	399	3	2024	2024	NUM
easat-9367	399	4	.	.	PUNCT
easat-9367	400	1	https://doi.org/10.1103/physrevlett.100.084102	https://doi.org/10.1103/physrevlett.100.084102	PRON
easat-9367	400	2	https://doi.org/10.1140/epjb/e2009-00310-5	https://doi.org/10.1140/epjb/e2009-00310-5	ADJ
easat-9367	400	3	https://doi.org/10.1103/physrevlett.77.635	https://doi.org/10.1103/physrevlett.77.635	NOUN