id	sid	tid	token	lemma	pos
easat-3879	1	1	edelweiss	edelweiss	PROPN
easat-3879	1	2	applied	apply	VERB
easat-3879	1	3	science	science	NOUN
easat-3879	1	4	and	and	CCONJ
easat-3879	1	5	technology	technology	NOUN
easat-3879	1	6	issn	issn	PROPN
easat-3879	1	7	:	:	PUNCT
easat-3879	1	8	2576	2576	NUM
easat-3879	1	9	-	-	SYM
easat-3879	1	10	8484	8484	NUM
easat-3879	1	11	vol	vol	NOUN
easat-3879	1	12	.	.	PROPN
easat-3879	1	13	8	8	NUM
easat-3879	1	14	,	,	PUNCT
easat-3879	1	15	no	no	INTJ
easat-3879	1	16	.	.	NOUN
easat-3879	1	17	6	6	NUM
easat-3879	1	18	,	,	PUNCT
easat-3879	1	19	8815	8815	NUM
easat-3879	1	20	-	-	SYM
easat-3879	1	21	8832	8832	NUM
easat-3879	1	22	2024	2024	NUM
easat-3879	1	23	publisher	publisher	NOUN
easat-3879	1	24	:	:	PUNCT
easat-3879	1	25	learning	learn	VERB
easat-3879	1	26	gate	gate	NOUN
easat-3879	1	27	doi	doi	PROPN
easat-3879	1	28	:	:	PUNCT
easat-3879	1	29	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	1	30	©	©	PROPN
easat-3879	1	31	2024	2024	NUM
easat-3879	1	32	by	by	ADP
easat-3879	1	33	the	the	DET
easat-3879	1	34	authors	author	NOUN
easat-3879	1	35	;	;	PUNCT
easat-3879	1	36	licensee	licensee	PROPN
easat-3879	1	37	learning	learning	NOUN
easat-3879	1	38	gate	gate	NOUN
easat-3879	1	39	©	©	PROPN
easat-3879	1	40	2024	2024	NUM
easat-3879	1	41	by	by	ADP
easat-3879	1	42	the	the	DET
easat-3879	1	43	authors	author	NOUN
easat-3879	1	44	;	;	PUNCT
easat-3879	1	45	licensee	licensee	PROPN
easat-3879	1	46	learning	learn	VERB
easat-3879	1	47	gate	gate	NOUN
easat-3879	1	48	*	*	PUNCT
easat-3879	1	49	correspondence	correspondence	NOUN
easat-3879	1	50	:	:	PUNCT
easat-3879	1	51	m.habachi@um5r.ac.ma	m.habachi@um5r.ac.ma	NOUN
easat-3879	1	52	assessing	assess	VERB
easat-3879	1	53	the	the	DET
easat-3879	1	54	efficiency	efficiency	NOUN
easat-3879	1	55	of	of	ADP
easat-3879	1	56	pacific	pacific	PROPN
easat-3879	1	57	asia	asia	PROPN
easat-3879	1	58	islamic	islamic	PROPN
easat-3879	1	59	stock	stock	NOUN
easat-3879	1	60	markets	market	NOUN
easat-3879	1	61	using	use	VERB
easat-3879	1	62	multifractal	multifractal	ADJ
easat-3879	1	63	detrended	detrende	VERB
easat-3879	1	64	fluctuation	fluctuation	NOUN
easat-3879	1	65	analysis	analysis	NOUN
easat-3879	1	66	benbachir	benbachir	PROPN
easat-3879	1	67	soufiane1	soufiane1	PROPN
easat-3879	1	68	,	,	PUNCT
easat-3879	1	69	habachi	habachi	NOUN
easat-3879	1	70	mohamed2	mohamed2	NOUN
easat-3879	1	71	*	*	PROPN
easat-3879	1	72	1,2laboratory	1,2laboratory	NUM
easat-3879	1	73	for	for	ADP
easat-3879	1	74	studies	study	NOUN
easat-3879	1	75	and	and	CCONJ
easat-3879	1	76	research	research	NOUN
easat-3879	1	77	in	in	ADP
easat-3879	1	78	management	management	NOUN
easat-3879	1	79	sciences	science	NOUN
easat-3879	1	80	faculty	faculty	NOUN
easat-3879	1	81	of	of	ADP
easat-3879	1	82	legal	legal	ADJ
easat-3879	1	83	,	,	PUNCT
easat-3879	1	84	economic	economic	ADJ
easat-3879	1	85	,	,	PUNCT
easat-3879	1	86	and	and	CCONJ
easat-3879	1	87	social	social	ADJ
easat-3879	1	88	sciences	sciences	PROPN
easat-3879	1	89	mohammed	mohammed	PROPN
easat-3879	1	90	v	v	PROPN
easat-3879	1	91	university	university	PROPN
easat-3879	1	92	of	of	ADP
easat-3879	1	93	rabat	rabat	NOUN
easat-3879	1	94	-	-	PUNCT
easat-3879	1	95	morocco	morocco	PROPN
easat-3879	1	96	;	;	PUNCT
easat-3879	1	97	soufianebenbachir.sb@gmail.com	soufianebenbachir.sb@gmail.com	X
easat-3879	1	98	(	(	PUNCT
easat-3879	1	99	b.s	b.s	PROPN
easat-3879	1	100	.	.	PROPN
easat-3879	1	101	)	)	PUNCT
easat-3879	2	1	m.habachi@um5r.ac.ma	m.habachi@um5r.ac.ma	PROPN
easat-3879	2	2	(	(	PUNCT
easat-3879	2	3	h.m	h.m	PROPN
easat-3879	2	4	.	.	PROPN
easat-3879	2	5	)	)	PUNCT
easat-3879	2	6	.	.	PUNCT
easat-3879	3	1	abstract	abstract	ADV
easat-3879	3	2	:	:	PUNCT
easat-3879	3	3	this	this	DET
easat-3879	3	4	paper	paper	NOUN
easat-3879	3	5	aims	aim	VERB
easat-3879	3	6	to	to	PART
easat-3879	3	7	assess	assess	VERB
easat-3879	3	8	the	the	DET
easat-3879	3	9	informational	informational	ADJ
easat-3879	3	10	efficiency	efficiency	NOUN
easat-3879	3	11	of	of	ADP
easat-3879	3	12	six	six	NUM
easat-3879	3	13	islamic	islamic	ADJ
easat-3879	3	14	stock	stock	NOUN
easat-3879	3	15	markets	market	NOUN
easat-3879	3	16	in	in	ADP
easat-3879	3	17	the	the	DET
easat-3879	3	18	asiapacific	asiapacific	ADJ
easat-3879	3	19	region	region	NOUN
easat-3879	3	20	.	.	PUNCT
easat-3879	4	1	to	to	PART
easat-3879	4	2	achieve	achieve	VERB
easat-3879	4	3	this	this	PRON
easat-3879	4	4	,	,	PUNCT
easat-3879	4	5	the	the	DET
easat-3879	4	6	study	study	NOUN
easat-3879	4	7	pursues	pursue	VERB
easat-3879	4	8	two	two	NUM
easat-3879	4	9	specific	specific	ADJ
easat-3879	4	10	objectives	objective	NOUN
easat-3879	4	11	:	:	PUNCT
easat-3879	4	12	first	first	ADV
easat-3879	4	13	,	,	PUNCT
easat-3879	4	14	to	to	PART
easat-3879	4	15	capture	capture	VERB
easat-3879	4	16	and	and	CCONJ
easat-3879	4	17	quantify	quantify	VERB
easat-3879	4	18	the	the	DET
easat-3879	4	19	degree	degree	NOUN
easat-3879	4	20	of	of	ADP
easat-3879	4	21	multifractality	multifractality	NOUN
easat-3879	4	22	,	,	PUNCT
easat-3879	4	23	and	and	CCONJ
easat-3879	4	24	second	second	ADJ
easat-3879	4	25	,	,	PUNCT
easat-3879	4	26	to	to	PART
easat-3879	4	27	identify	identify	VERB
easat-3879	4	28	the	the	DET
easat-3879	4	29	sources	source	NOUN
easat-3879	4	30	of	of	ADP
easat-3879	4	31	this	this	DET
easat-3879	4	32	multifractality	multifractality	NOUN
easat-3879	4	33	within	within	ADP
easat-3879	4	34	these	these	DET
easat-3879	4	35	markets	market	NOUN
easat-3879	4	36	.	.	PUNCT
easat-3879	5	1	utilizing	utilize	VERB
easat-3879	5	2	the	the	DET
easat-3879	5	3	multifractal	multifractal	ADJ
easat-3879	5	4	detrended	detrende	VERB
easat-3879	5	5	fluctuation	fluctuation	NOUN
easat-3879	5	6	analysis	analysis	NOUN
easat-3879	5	7	(	(	PUNCT
easat-3879	5	8	mf	mf	NOUN
easat-3879	5	9	-	-	PUNCT
easat-3879	5	10	dfa	dfa	NOUN
easat-3879	5	11	)	)	PUNCT
easat-3879	5	12	method	method	NOUN
easat-3879	5	13	,	,	PUNCT
easat-3879	5	14	the	the	DET
easat-3879	5	15	multifractal	multifractal	ADJ
easat-3879	5	16	behavior	behavior	NOUN
easat-3879	5	17	of	of	ADP
easat-3879	5	18	these	these	DET
easat-3879	5	19	markets	market	NOUN
easat-3879	5	20	is	be	AUX
easat-3879	5	21	analyzed	analyze	VERB
easat-3879	5	22	.	.	PUNCT
easat-3879	6	1	the	the	DET
easat-3879	6	2	empirical	empirical	ADJ
easat-3879	6	3	findings	finding	NOUN
easat-3879	6	4	,	,	PUNCT
easat-3879	6	5	derived	derive	VERB
easat-3879	6	6	from	from	ADP
easat-3879	6	7	the	the	DET
easat-3879	6	8	application	application	NOUN
easat-3879	6	9	of	of	ADP
easat-3879	6	10	generalized	generalized	ADJ
easat-3879	6	11	hurst	hurst	PROPN
easat-3879	6	12	exponents	exponents	PROPN
easat-3879	6	13	,	,	PUNCT
easat-3879	6	14	rényi	rényi	NOUN
easat-3879	6	15	exponents	exponent	NOUN
easat-3879	6	16	,	,	PUNCT
easat-3879	6	17	and	and	CCONJ
easat-3879	6	18	the	the	DET
easat-3879	6	19	singularity	singularity	NOUN
easat-3879	6	20	spectrum	spectrum	NOUN
easat-3879	6	21	,	,	PUNCT
easat-3879	6	22	indicate	indicate	VERB
easat-3879	6	23	that	that	SCONJ
easat-3879	6	24	the	the	DET
easat-3879	6	25	six	six	NUM
easat-3879	6	26	islamic	islamic	ADJ
easat-3879	6	27	markets	market	NOUN
easat-3879	6	28	studied	study	VERB
easat-3879	6	29	display	display	NOUN
easat-3879	6	30	multifractal	multifractal	ADJ
easat-3879	6	31	properties	property	NOUN
easat-3879	6	32	,	,	PUNCT
easat-3879	6	33	suggesting	suggest	VERB
easat-3879	6	34	a	a	DET
easat-3879	6	35	lack	lack	NOUN
easat-3879	6	36	of	of	ADP
easat-3879	6	37	market	market	NOUN
easat-3879	6	38	efficiency	efficiency	NOUN
easat-3879	6	39	.	.	PUNCT
easat-3879	7	1	furthermore	furthermore	ADV
easat-3879	7	2	,	,	PUNCT
easat-3879	7	3	by	by	ADP
easat-3879	7	4	employing	employ	VERB
easat-3879	7	5	shuffling	shuffle	VERB
easat-3879	7	6	and	and	CCONJ
easat-3879	7	7	phase	phase	NOUN
easat-3879	7	8	randomization	randomization	NOUN
easat-3879	7	9	techniques	technique	NOUN
easat-3879	7	10	,	,	PUNCT
easat-3879	7	11	it	it	PRON
easat-3879	7	12	is	be	AUX
easat-3879	7	13	determined	determined	ADJ
easat-3879	7	14	that	that	SCONJ
easat-3879	7	15	longterm	longterm	VERB
easat-3879	7	16	correlations	correlation	NOUN
easat-3879	7	17	and	and	CCONJ
easat-3879	7	18	heavy	heavy	ADJ
easat-3879	7	19	-	-	PUNCT
easat-3879	7	20	tailed	tail	VERB
easat-3879	7	21	distributions	distribution	NOUN
easat-3879	7	22	jointly	jointly	ADV
easat-3879	7	23	contribute	contribute	VERB
easat-3879	7	24	to	to	ADP
easat-3879	7	25	the	the	DET
easat-3879	7	26	observed	observed	ADJ
easat-3879	7	27	multifractality	multifractality	NOUN
easat-3879	7	28	.	.	PUNCT
easat-3879	8	1	the	the	DET
easat-3879	8	2	results	result	NOUN
easat-3879	8	3	of	of	ADP
easat-3879	8	4	this	this	DET
easat-3879	8	5	study	study	NOUN
easat-3879	8	6	have	have	VERB
easat-3879	8	7	several	several	ADJ
easat-3879	8	8	practical	practical	ADJ
easat-3879	8	9	implications	implication	NOUN
easat-3879	8	10	for	for	ADP
easat-3879	8	11	various	various	ADJ
easat-3879	8	12	market	market	NOUN
easat-3879	8	13	stakeholders	stakeholder	NOUN
easat-3879	8	14	.	.	PUNCT
easat-3879	9	1	investors	investor	NOUN
easat-3879	9	2	should	should	AUX
easat-3879	9	3	incorporate	incorporate	VERB
easat-3879	9	4	multifractal	multifractal	ADJ
easat-3879	9	5	analysis	analysis	NOUN
easat-3879	9	6	into	into	ADP
easat-3879	9	7	their	their	PRON
easat-3879	9	8	strategies	strategy	NOUN
easat-3879	9	9	,	,	PUNCT
easat-3879	9	10	focusing	focus	VERB
easat-3879	9	11	on	on	ADP
easat-3879	9	12	long	long	ADJ
easat-3879	9	13	-	-	PUNCT
easat-3879	9	14	term	term	NOUN
easat-3879	9	15	correlations	correlation	NOUN
easat-3879	9	16	and	and	CCONJ
easat-3879	9	17	extreme	extreme	ADJ
easat-3879	9	18	events	event	NOUN
easat-3879	9	19	to	to	PART
easat-3879	9	20	enhance	enhance	VERB
easat-3879	9	21	predictive	predictive	ADJ
easat-3879	9	22	accuracy	accuracy	NOUN
easat-3879	9	23	and	and	CCONJ
easat-3879	9	24	risk	risk	NOUN
easat-3879	9	25	management	management	NOUN
easat-3879	9	26	.	.	PUNCT
easat-3879	10	1	diversification	diversification	NOUN
easat-3879	10	2	can	can	AUX
easat-3879	10	3	help	help	VERB
easat-3879	10	4	mitigate	mitigate	VERB
easat-3879	10	5	risk	risk	NOUN
easat-3879	10	6	,	,	PUNCT
easat-3879	10	7	while	while	SCONJ
easat-3879	10	8	remaining	remain	VERB
easat-3879	10	9	vigilant	vigilant	ADJ
easat-3879	10	10	about	about	ADP
easat-3879	10	11	long	long	ADJ
easat-3879	10	12	-	-	PUNCT
easat-3879	10	13	term	term	NOUN
easat-3879	10	14	trends	trend	NOUN
easat-3879	10	15	and	and	CCONJ
easat-3879	10	16	market	market	NOUN
easat-3879	10	17	patterns	pattern	NOUN
easat-3879	10	18	.	.	PUNCT
easat-3879	11	1	policymakers	policymaker	NOUN
easat-3879	11	2	should	should	AUX
easat-3879	11	3	improve	improve	VERB
easat-3879	11	4	market	market	NOUN
easat-3879	11	5	transparency	transparency	NOUN
easat-3879	11	6	,	,	PUNCT
easat-3879	11	7	address	address	NOUN
easat-3879	11	8	inefficiencies	inefficiency	NOUN
easat-3879	11	9	,	,	PUNCT
easat-3879	11	10	and	and	CCONJ
easat-3879	11	11	implement	implement	VERB
easat-3879	11	12	targeted	target	VERB
easat-3879	11	13	regulations	regulation	NOUN
easat-3879	11	14	to	to	PART
easat-3879	11	15	enhance	enhance	VERB
easat-3879	11	16	market	market	NOUN
easat-3879	11	17	stability	stability	NOUN
easat-3879	11	18	,	,	PUNCT
easat-3879	11	19	such	such	ADJ
easat-3879	11	20	as	as	ADP
easat-3879	11	21	stress	stress	NOUN
easat-3879	11	22	-	-	PUNCT
easat-3879	11	23	testing	testing	NOUN
easat-3879	11	24	for	for	ADP
easat-3879	11	25	extreme	extreme	ADJ
easat-3879	11	26	events	event	NOUN
easat-3879	11	27	and	and	CCONJ
easat-3879	11	28	long	long	ADJ
easat-3879	11	29	-	-	PUNCT
easat-3879	11	30	term	term	NOUN
easat-3879	11	31	trends	trend	NOUN
easat-3879	11	32	.	.	PUNCT
easat-3879	12	1	future	future	ADJ
easat-3879	12	2	research	research	NOUN
easat-3879	12	3	should	should	AUX
easat-3879	12	4	explore	explore	VERB
easat-3879	12	5	the	the	DET
easat-3879	12	6	factors	factor	NOUN
easat-3879	12	7	driving	drive	VERB
easat-3879	12	8	multifractality	multifractality	NOUN
easat-3879	12	9	to	to	PART
easat-3879	12	10	improve	improve	VERB
easat-3879	12	11	financial	financial	ADJ
easat-3879	12	12	models	model	NOUN
easat-3879	12	13	.	.	PUNCT
easat-3879	13	1	keywords	keyword	NOUN
easat-3879	13	2	:	:	PUNCT
easat-3879	13	3	efficiency	efficiency	NOUN
easat-3879	13	4	,	,	PUNCT
easat-3879	13	5	generalized	generalize	VERB
easat-3879	13	6	hurst	hurst	PROPN
easat-3879	13	7	exponents	exponents	PROPN
easat-3879	13	8	,	,	PUNCT
easat-3879	13	9	multifractality	multifractality	NOUN
easat-3879	13	10	,	,	PUNCT
easat-3879	13	11	rényi	rényi	NOUN
easat-3879	13	12	exponents	exponent	NOUN
easat-3879	13	13	,	,	PUNCT
easat-3879	13	14	spectrum	spectrum	NOUN
easat-3879	13	15	.	.	PUNCT
easat-3879	14	1	jel	jel	PROPN
easat-3879	14	2	classification	classification	PROPN
easat-3879	14	3	:	:	PUNCT
easat-3879	14	4	c12	c12	PROPN
easat-3879	14	5	;	;	PUNCT
easat-3879	14	6	c13	c13	PROPN
easat-3879	14	7	;	;	PUNCT
easat-3879	14	8	g14	g14	PROPN
easat-3879	14	9	;	;	PUNCT
easat-3879	14	10	g15	g15	PROPN
easat-3879	14	11	.	.	PROPN
easat-3879	15	1	1	1	NUM
easat-3879	15	2	.	.	X
easat-3879	15	3	introduction	introduction	NOUN
easat-3879	15	4	the	the	DET
easat-3879	15	5	efficiency	efficiency	NOUN
easat-3879	15	6	of	of	ADP
easat-3879	15	7	stock	stock	NOUN
easat-3879	15	8	markets	market	NOUN
easat-3879	15	9	is	be	AUX
easat-3879	15	10	a	a	DET
easat-3879	15	11	subject	subject	NOUN
easat-3879	15	12	that	that	PRON
easat-3879	15	13	has	have	AUX
easat-3879	15	14	captivated	captivate	VERB
easat-3879	15	15	the	the	DET
easat-3879	15	16	attention	attention	NOUN
easat-3879	15	17	of	of	ADP
easat-3879	15	18	economists	economist	NOUN
easat-3879	15	19	,	,	PUNCT
easat-3879	15	20	investors	investor	NOUN
easat-3879	15	21	,	,	PUNCT
easat-3879	15	22	and	and	CCONJ
easat-3879	15	23	researchers	researcher	NOUN
easat-3879	15	24	for	for	ADP
easat-3879	15	25	several	several	ADJ
easat-3879	15	26	decades	decade	NOUN
easat-3879	15	27	.	.	PUNCT
easat-3879	16	1	the	the	DET
easat-3879	16	2	efficient	efficient	ADJ
easat-3879	16	3	market	market	NOUN
easat-3879	16	4	hypothesis	hypothesis	NOUN
easat-3879	16	5	(	(	PUNCT
easat-3879	16	6	emh	emh	PROPN
easat-3879	16	7	)	)	PUNCT
easat-3879	16	8	,	,	PUNCT
easat-3879	16	9	initiated	initiate	VERB
easat-3879	16	10	by	by	ADP
easat-3879	16	11	fama	fama	PRON
easat-3879	16	12	[	[	X
easat-3879	16	13	1	1	NUM
easat-3879	16	14	]	]	PUNCT
easat-3879	16	15	,	,	PUNCT
easat-3879	16	16	suggests	suggest	VERB
easat-3879	16	17	that	that	SCONJ
easat-3879	16	18	the	the	DET
easat-3879	16	19	prices	price	NOUN
easat-3879	16	20	of	of	ADP
easat-3879	16	21	financial	financial	ADJ
easat-3879	16	22	assets	asset	NOUN
easat-3879	16	23	fully	fully	ADV
easat-3879	16	24	reflect	reflect	VERB
easat-3879	16	25	all	all	DET
easat-3879	16	26	available	available	ADJ
easat-3879	16	27	information	information	NOUN
easat-3879	16	28	.	.	PUNCT
easat-3879	17	1	if	if	SCONJ
easat-3879	17	2	this	this	DET
easat-3879	17	3	hypothesis	hypothesis	NOUN
easat-3879	17	4	is	be	AUX
easat-3879	17	5	valid	valid	ADJ
easat-3879	17	6	,	,	PUNCT
easat-3879	17	7	it	it	PRON
easat-3879	17	8	becomes	become	VERB
easat-3879	17	9	impossible	impossible	ADJ
easat-3879	17	10	to	to	PART
easat-3879	17	11	predict	predict	VERB
easat-3879	17	12	price	price	NOUN
easat-3879	17	13	movements	movement	NOUN
easat-3879	17	14	or	or	CCONJ
easat-3879	17	15	achieve	achieve	VERB
easat-3879	17	16	systematic	systematic	ADJ
easat-3879	17	17	profits	profit	NOUN
easat-3879	17	18	through	through	ADP
easat-3879	17	19	the	the	DET
easat-3879	17	20	analysis	analysis	NOUN
easat-3879	17	21	of	of	ADP
easat-3879	17	22	historical	historical	ADJ
easat-3879	17	23	data	datum	NOUN
easat-3879	17	24	.	.	PUNCT
easat-3879	18	1	however	however	ADV
easat-3879	18	2	,	,	PUNCT
easat-3879	18	3	despite	despite	SCONJ
easat-3879	18	4	its	its	PRON
easat-3879	18	5	popularity	popularity	NOUN
easat-3879	18	6	,	,	PUNCT
easat-3879	18	7	the	the	DET
easat-3879	18	8	emh	emh	NOUN
easat-3879	18	9	has	have	AUX
easat-3879	18	10	been	be	AUX
easat-3879	18	11	widely	widely	ADV
easat-3879	18	12	contested	contest	VERB
easat-3879	18	13	,	,	PUNCT
easat-3879	18	14	notably	notably	ADV
easat-3879	18	15	due	due	ADP
easat-3879	18	16	to	to	ADP
easat-3879	18	17	the	the	DET
easat-3879	18	18	inherent	inherent	ADJ
easat-3879	18	19	complexity	complexity	NOUN
easat-3879	18	20	of	of	ADP
easat-3879	18	21	stock	stock	NOUN
easat-3879	18	22	market	market	NOUN
easat-3879	18	23	operations	operation	NOUN
easat-3879	18	24	and	and	CCONJ
easat-3879	18	25	observed	observed	ADJ
easat-3879	18	26	anomalies	anomaly	NOUN
easat-3879	18	27	.	.	PUNCT
easat-3879	19	1	to	to	PART
easat-3879	19	2	evaluate	evaluate	VERB
easat-3879	19	3	the	the	DET
easat-3879	19	4	weak	weak	ADJ
easat-3879	19	5	form	form	NOUN
easat-3879	19	6	efficiency	efficiency	NOUN
easat-3879	19	7	hypothesis	hypothesis	NOUN
easat-3879	19	8	,	,	PUNCT
easat-3879	19	9	various	various	ADJ
easat-3879	19	10	statistical	statistical	ADJ
easat-3879	19	11	tests	test	NOUN
easat-3879	19	12	,	,	PUNCT
easat-3879	19	13	both	both	CCONJ
easat-3879	19	14	parametric	parametric	ADJ
easat-3879	19	15	and	and	CCONJ
easat-3879	19	16	nonparametric	nonparametric	NOUN
easat-3879	19	17	,	,	PUNCT
easat-3879	19	18	have	have	AUX
easat-3879	19	19	been	be	AUX
easat-3879	19	20	used	use	VERB
easat-3879	19	21	[	[	X
easat-3879	19	22	2]-[9	2]-[9	NUM
easat-3879	19	23	]	]	X
easat-3879	19	24	.	.	PUNCT
easat-3879	20	1	these	these	DET
easat-3879	20	2	tests	test	NOUN
easat-3879	20	3	include	include	VERB
easat-3879	20	4	the	the	DET
easat-3879	20	5	unit	unit	NOUN
easat-3879	20	6	root	root	NOUN
easat-3879	20	7	tests	test	NOUN
easat-3879	20	8	,	,	PUNCT
easat-3879	20	9	the	the	DET
easat-3879	20	10	normality	normality	NOUN
easat-3879	20	11	tests	test	NOUN
easat-3879	20	12	,	,	PUNCT
easat-3879	20	13	the	the	DET
easat-3879	20	14	ljung	ljung	ADJ
easat-3879	20	15	-	-	PUNCT
easat-3879	20	16	box	box	NOUN
easat-3879	20	17	serial	serial	ADJ
easat-3879	20	18	correlation	correlation	NOUN
easat-3879	20	19	test	test	NOUN
easat-3879	20	20	,	,	PUNCT
easat-3879	20	21	the	the	DET
easat-3879	20	22	variance	variance	NOUN
easat-3879	20	23	ratio	ratio	NOUN
easat-3879	20	24	test	test	NOUN
easat-3879	20	25	,	,	PUNCT
easat-3879	20	26	and	and	CCONJ
easat-3879	20	27	the	the	DET
easat-3879	20	28	runs	run	NOUN
easat-3879	20	29	test	test	VERB
easat-3879	20	30	.	.	PUNCT
easat-3879	21	1	the	the	DET
easat-3879	21	2	objective	objective	NOUN
easat-3879	21	3	of	of	ADP
easat-3879	21	4	these	these	DET
easat-3879	21	5	tests	test	NOUN
easat-3879	21	6	is	be	AUX
easat-3879	21	7	to	to	PART
easat-3879	21	8	verify	verify	VERB
easat-3879	21	9	the	the	DET
easat-3879	21	10	random	random	ADJ
easat-3879	21	11	walk	walk	NOUN
easat-3879	21	12	hypothesis	hypothesis	NOUN
easat-3879	21	13	(	(	PUNCT
easat-3879	21	14	rwh	rwh	NOUN
easat-3879	21	15	)	)	PUNCT
easat-3879	21	16	.	.	PUNCT
easat-3879	22	1	all	all	DET
easat-3879	22	2	the	the	DET
easat-3879	22	3	statistical	statistical	ADJ
easat-3879	22	4	tools	tool	NOUN
easat-3879	22	5	commonly	commonly	ADV
easat-3879	22	6	used	use	VERB
easat-3879	22	7	in	in	ADP
easat-3879	22	8	the	the	DET
easat-3879	22	9	literature	literature	NOUN
easat-3879	22	10	to	to	PART
easat-3879	22	11	test	test	VERB
easat-3879	22	12	the	the	DET
easat-3879	22	13	rwh	rwh	NOUN
easat-3879	22	14	share	share	VERB
easat-3879	22	15	a	a	DET
easat-3879	22	16	significant	significant	ADJ
easat-3879	22	17	limitation	limitation	NOUN
easat-3879	22	18	:	:	PUNCT
easat-3879	22	19	they	they	PRON
easat-3879	22	20	fail	fail	VERB
easat-3879	22	21	to	to	PART
easat-3879	22	22	account	account	VERB
easat-3879	22	23	for	for	ADP
easat-3879	22	24	the	the	DET
easat-3879	22	25	long	long	ADJ
easat-3879	22	26	memory	memory	NOUN
easat-3879	22	27	,	,	PUNCT
easat-3879	22	28	nonlinearity	nonlinearity	NOUN
easat-3879	22	29	and	and	CCONJ
easat-3879	22	30	fractal	fractal	ADJ
easat-3879	22	31	dimensions	dimension	NOUN
easat-3879	22	32	at	at	ADP
easat-3879	22	33	different	different	ADJ
easat-3879	22	34	scales	scale	NOUN
easat-3879	22	35	often	often	ADV
easat-3879	22	36	inherent	inherent	ADJ
easat-3879	22	37	in	in	ADP
easat-3879	22	38	financial	financial	ADJ
easat-3879	22	39	time	time	NOUN
easat-3879	22	40	series	series	NOUN
easat-3879	22	41	.	.	PUNCT
easat-3879	23	1	studying	study	VERB
easat-3879	23	2	weak	weak	ADJ
easat-3879	23	3	form	form	NOUN
easat-3879	23	4	informational	informational	ADJ
easat-3879	23	5	efficiency	efficiency	NOUN
easat-3879	23	6	is	be	AUX
easat-3879	23	7	vital	vital	ADJ
easat-3879	23	8	for	for	ADP
easat-3879	23	9	financial	financial	ADJ
easat-3879	23	10	markets	market	NOUN
easat-3879	23	11	as	as	SCONJ
easat-3879	23	12	it	it	PRON
easat-3879	23	13	enhances	enhance	VERB
easat-3879	23	14	resource	resource	NOUN
easat-3879	23	15	allocation	allocation	NOUN
easat-3879	23	16	,	,	PUNCT
easat-3879	23	17	informs	inform	VERB
easat-3879	23	18	investment	investment	NOUN
easat-3879	23	19	strategies	strategy	NOUN
easat-3879	23	20	,	,	PUNCT
easat-3879	23	21	improves	improve	VERB
easat-3879	23	22	risk	risk	NOUN
easat-3879	23	23	assessment	assessment	NOUN
easat-3879	23	24	,	,	PUNCT
easat-3879	23	25	reduces	reduce	VERB
easat-3879	23	26	information	information	NOUN
easat-3879	23	27	asymmetry	asymmetry	NOUN
easat-3879	23	28	,	,	PUNCT
easat-3879	23	29	and	and	CCONJ
easat-3879	23	30	supports	support	VERB
easat-3879	23	31	market	market	NOUN
easat-3879	23	32	stability	stability	NOUN
easat-3879	23	33	.	.	PUNCT
easat-3879	24	1	it	it	PRON
easat-3879	24	2	also	also	ADV
easat-3879	24	3	drives	drive	VERB
easat-3879	24	4	financial	financial	ADJ
easat-3879	24	5	innovation	innovation	NOUN
easat-3879	24	6	and	and	CCONJ
easat-3879	24	7	aids	aid	NOUN
easat-3879	24	8	in	in	ADP
easat-3879	24	9	fraud	fraud	NOUN
easat-3879	24	10	detection	detection	NOUN
easat-3879	24	11	,	,	PUNCT
easat-3879	24	12	ensuring	ensure	VERB
easat-3879	24	13	a	a	DET
easat-3879	24	14	fair	fair	ADJ
easat-3879	24	15	and	and	CCONJ
easat-3879	24	16	transparent	transparent	ADJ
easat-3879	24	17	market	market	NOUN
easat-3879	24	18	environment	environment	NOUN
easat-3879	24	19	.	.	PUNCT
easat-3879	25	1	https://orcid.org/0009-0003-9357-9188	https://orcid.org/0009-0003-9357-9188	PROPN
easat-3879	25	2	8816	8816	PROPN
easat-3879	25	3	edelweiss	edelweiss	PROPN
easat-3879	25	4	applied	apply	VERB
easat-3879	25	5	science	science	NOUN
easat-3879	25	6	and	and	CCONJ
easat-3879	25	7	technology	technology	NOUN
easat-3879	25	8	issn	issn	PROPN
easat-3879	25	9	:	:	PUNCT
easat-3879	25	10	2576	2576	NUM
easat-3879	25	11	-	-	SYM
easat-3879	25	12	8484	8484	NUM
easat-3879	25	13	vol	vol	NOUN
easat-3879	25	14	.	.	PROPN
easat-3879	25	15	8	8	NUM
easat-3879	25	16	,	,	PUNCT
easat-3879	25	17	no	no	INTJ
easat-3879	25	18	.	.	NOUN
easat-3879	26	1	6	6	NUM
easat-3879	26	2	:	:	SYM
easat-3879	26	3	8815	8815	NUM
easat-3879	26	4	-	-	SYM
easat-3879	26	5	8832	8832	NUM
easat-3879	26	6	,	,	PUNCT
easat-3879	26	7	2024	2024	NUM
easat-3879	26	8	doi	doi	NOUN
easat-3879	26	9	:	:	PUNCT
easat-3879	26	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	26	11	©	©	PROPN
easat-3879	26	12	2024	2024	NUM
easat-3879	26	13	by	by	ADP
easat-3879	26	14	the	the	DET
easat-3879	26	15	authors	author	NOUN
easat-3879	26	16	;	;	PUNCT
easat-3879	26	17	licensee	licensee	PROPN
easat-3879	26	18	learning	learn	VERB
easat-3879	26	19	gate	gate	NOUN
easat-3879	26	20	in	in	ADP
easat-3879	26	21	the	the	DET
easat-3879	26	22	context	context	NOUN
easat-3879	26	23	of	of	ADP
easat-3879	26	24	emerging	emerge	VERB
easat-3879	26	25	islamic	islamic	ADJ
easat-3879	26	26	markets	market	NOUN
easat-3879	26	27	,	,	PUNCT
easat-3879	26	28	such	such	ADJ
easat-3879	26	29	as	as	ADP
easat-3879	26	30	those	those	PRON
easat-3879	26	31	in	in	ADP
easat-3879	26	32	the	the	DET
easat-3879	26	33	asia	asia	PROPN
easat-3879	26	34	-	-	PUNCT
easat-3879	26	35	pacific	pacific	PROPN
easat-3879	26	36	region	region	NOUN
easat-3879	26	37	,	,	PUNCT
easat-3879	26	38	studying	study	VERB
easat-3879	26	39	informational	informational	ADJ
easat-3879	26	40	efficiency	efficiency	NOUN
easat-3879	26	41	is	be	AUX
easat-3879	26	42	particularly	particularly	ADV
easat-3879	26	43	important	important	ADJ
easat-3879	26	44	.	.	PUNCT
easat-3879	27	1	these	these	DET
easat-3879	27	2	markets	market	NOUN
easat-3879	27	3	are	be	AUX
easat-3879	27	4	often	often	ADV
easat-3879	27	5	characterized	characterize	VERB
easat-3879	27	6	by	by	ADP
easat-3879	27	7	greater	great	ADJ
easat-3879	27	8	volatility	volatility	NOUN
easat-3879	27	9	,	,	PUNCT
easat-3879	27	10	less	less	ADV
easat-3879	27	11	developed	develop	VERB
easat-3879	27	12	structures	structure	NOUN
easat-3879	27	13	,	,	PUNCT
easat-3879	27	14	and	and	CCONJ
easat-3879	27	15	lower	low	ADJ
easat-3879	27	16	transparency	transparency	NOUN
easat-3879	27	17	compared	compare	VERB
easat-3879	27	18	to	to	ADP
easat-3879	27	19	mature	mature	ADJ
easat-3879	27	20	markets	market	NOUN
easat-3879	27	21	.	.	PUNCT
easat-3879	28	1	these	these	DET
easat-3879	28	2	characteristics	characteristic	NOUN
easat-3879	28	3	can	can	AUX
easat-3879	28	4	influence	influence	VERB
easat-3879	28	5	how	how	SCONJ
easat-3879	28	6	information	information	NOUN
easat-3879	28	7	is	be	AUX
easat-3879	28	8	incorporated	incorporate	VERB
easat-3879	28	9	into	into	ADP
easat-3879	28	10	asset	asset	NOUN
easat-3879	28	11	prices	price	NOUN
easat-3879	28	12	,	,	PUNCT
easat-3879	28	13	which	which	PRON
easat-3879	28	14	in	in	ADP
easat-3879	28	15	turn	turn	NOUN
easat-3879	28	16	can	can	AUX
easat-3879	28	17	affect	affect	VERB
easat-3879	28	18	overall	overall	ADJ
easat-3879	28	19	market	market	NOUN
easat-3879	28	20	efficiency	efficiency	NOUN
easat-3879	28	21	.	.	PUNCT
easat-3879	29	1	these	these	DET
easat-3879	29	2	challenges	challenge	NOUN
easat-3879	29	3	underscore	underscore	VERB
easat-3879	29	4	that	that	SCONJ
easat-3879	29	5	these	these	DET
easat-3879	29	6	financial	financial	ADJ
easat-3879	29	7	markets	market	NOUN
easat-3879	29	8	are	be	AUX
easat-3879	29	9	not	not	PART
easat-3879	29	10	linear	linear	ADJ
easat-3879	29	11	and	and	CCONJ
easat-3879	29	12	predictable	predictable	ADJ
easat-3879	29	13	systems	system	NOUN
easat-3879	29	14	but	but	CCONJ
easat-3879	29	15	rather	rather	ADV
easat-3879	29	16	complex	complex	ADJ
easat-3879	29	17	ones	one	NOUN
easat-3879	29	18	.	.	PUNCT
easat-3879	30	1	their	their	PRON
easat-3879	30	2	level	level	NOUN
easat-3879	30	3	of	of	ADP
easat-3879	30	4	complexity	complexity	NOUN
easat-3879	30	5	varies	vary	VERB
easat-3879	30	6	across	across	ADP
easat-3879	30	7	different	different	ADJ
easat-3879	30	8	time	time	NOUN
easat-3879	30	9	scales	scale	NOUN
easat-3879	30	10	,	,	PUNCT
easat-3879	30	11	characterized	characterize	VERB
easat-3879	30	12	by	by	ADP
easat-3879	30	13	long	long	ADJ
easat-3879	30	14	-	-	PUNCT
easat-3879	30	15	term	term	NOUN
easat-3879	30	16	correlations	correlation	NOUN
easat-3879	30	17	and	and	CCONJ
easat-3879	30	18	heavy	heavy	ADJ
easat-3879	30	19	-	-	PUNCT
easat-3879	30	20	tailed	tail	VERB
easat-3879	30	21	distributions	distribution	NOUN
easat-3879	30	22	,	,	PUNCT
easat-3879	30	23	both	both	PRON
easat-3879	30	24	of	of	ADP
easat-3879	30	25	which	which	PRON
easat-3879	30	26	contribute	contribute	VERB
easat-3879	30	27	to	to	ADP
easat-3879	30	28	the	the	DET
easat-3879	30	29	multifractal	multifractal	ADJ
easat-3879	30	30	behavior	behavior	NOUN
easat-3879	30	31	.	.	PUNCT
easat-3879	31	1	in	in	ADP
easat-3879	31	2	this	this	DET
easat-3879	31	3	paper	paper	NOUN
easat-3879	31	4	,	,	PUNCT
easat-3879	31	5	we	we	PRON
easat-3879	31	6	will	will	AUX
easat-3879	31	7	adopt	adopt	VERB
easat-3879	31	8	an	an	DET
easat-3879	31	9	innovative	innovative	ADJ
easat-3879	31	10	approach	approach	NOUN
easat-3879	31	11	that	that	PRON
easat-3879	31	12	has	have	AUX
easat-3879	31	13	gained	gain	VERB
easat-3879	31	14	popularity	popularity	NOUN
easat-3879	31	15	in	in	ADP
easat-3879	31	16	recent	recent	ADJ
easat-3879	31	17	years	year	NOUN
easat-3879	31	18	,	,	PUNCT
easat-3879	31	19	the	the	DET
easat-3879	31	20	multifractal	multifractal	ADJ
easat-3879	31	21	detrended	detrende	VERB
easat-3879	31	22	fluctuation	fluctuation	NOUN
easat-3879	31	23	analysis	analysis	NOUN
easat-3879	31	24	(	(	PUNCT
easat-3879	31	25	mf	mf	NOUN
easat-3879	31	26	-	-	PUNCT
easat-3879	31	27	dfa	dfa	NOUN
easat-3879	31	28	)	)	PUNCT
easat-3879	31	29	method	method	NOUN
easat-3879	31	30	(	(	PUNCT
easat-3879	31	31	kantelhardt	kantelhardt	PROPN
easat-3879	31	32	et	et	PROPN
easat-3879	31	33	al	al	PROPN
easat-3879	31	34	.	.	PROPN
easat-3879	31	35	,	,	PUNCT
easat-3879	32	1	[	[	X
easat-3879	32	2	10	10	NUM
easat-3879	32	3	]	]	NUM
easat-3879	32	4	)	)	PUNCT
easat-3879	32	5	.	.	PUNCT
easat-3879	33	1	this	this	DET
easat-3879	33	2	technique	technique	NOUN
easat-3879	33	3	allows	allow	VERB
easat-3879	33	4	for	for	ADP
easat-3879	33	5	the	the	DET
easat-3879	33	6	exploration	exploration	NOUN
easat-3879	33	7	of	of	ADP
easat-3879	33	8	multifractal	multifractal	ADJ
easat-3879	33	9	properties	property	NOUN
easat-3879	33	10	of	of	ADP
easat-3879	33	11	financial	financial	ADJ
easat-3879	33	12	time	time	NOUN
easat-3879	33	13	series	series	NOUN
easat-3879	33	14	,	,	PUNCT
easat-3879	33	15	revealing	reveal	VERB
easat-3879	33	16	variations	variation	NOUN
easat-3879	33	17	at	at	ADP
easat-3879	33	18	different	different	ADJ
easat-3879	33	19	scales	scale	NOUN
easat-3879	33	20	and	and	CCONJ
easat-3879	33	21	uncovering	uncover	VERB
easat-3879	33	22	complex	complex	ADJ
easat-3879	33	23	behaviors	behavior	NOUN
easat-3879	33	24	that	that	PRON
easat-3879	33	25	might	might	AUX
easat-3879	33	26	be	be	AUX
easat-3879	33	27	overlooked	overlook	VERB
easat-3879	33	28	by	by	ADP
easat-3879	33	29	traditional	traditional	ADJ
easat-3879	33	30	analysis	analysis	NOUN
easat-3879	33	31	methods	method	NOUN
easat-3879	33	32	.	.	PUNCT
easat-3879	34	1	the	the	DET
easat-3879	34	2	mf	mf	PROPN
easat-3879	34	3	-	-	PUNCT
easat-3879	34	4	dfa	dfa	NOUN
easat-3879	34	5	method	method	NOUN
easat-3879	34	6	is	be	AUX
easat-3879	34	7	an	an	DET
easat-3879	34	8	extension	extension	NOUN
easat-3879	34	9	of	of	ADP
easat-3879	34	10	the	the	DET
easat-3879	34	11	detrended	detrende	VERB
easat-3879	34	12	fluctuation	fluctuation	NOUN
easat-3879	34	13	analysis	analysis	NOUN
easat-3879	34	14	(	(	PUNCT
easat-3879	34	15	dfa	dfa	NOUN
easat-3879	34	16	)	)	PUNCT
easat-3879	34	17	(	(	PUNCT
easat-3879	34	18	peng	peng	PROPN
easat-3879	34	19	et	et	PROPN
easat-3879	34	20	al	al	PROPN
easat-3879	34	21	.	.	PROPN
easat-3879	34	22	,	,	PUNCT
easat-3879	35	1	[	[	X
easat-3879	35	2	11	11	NUM
easat-3879	35	3	]	]	NUM
easat-3879	35	4	)	)	PUNCT
easat-3879	35	5	.	.	PUNCT
easat-3879	36	1	the	the	DET
easat-3879	36	2	dfa	dfa	PROPN
easat-3879	36	3	method	method	NOUN
easat-3879	36	4	was	be	AUX
easat-3879	36	5	designed	design	VERB
easat-3879	36	6	to	to	PART
easat-3879	36	7	overcome	overcome	VERB
easat-3879	36	8	the	the	DET
easat-3879	36	9	limitations	limitation	NOUN
easat-3879	36	10	of	of	ADP
easat-3879	36	11	traditional	traditional	ADJ
easat-3879	36	12	time	time	NOUN
easat-3879	36	13	series	series	PROPN
easat-3879	36	14	analyses	analysis	NOUN
easat-3879	36	15	,	,	PUNCT
easat-3879	36	16	which	which	PRON
easat-3879	36	17	were	be	AUX
easat-3879	36	18	often	often	ADV
easat-3879	36	19	hindered	hinder	VERB
easat-3879	36	20	by	by	ADP
easat-3879	36	21	the	the	DET
easat-3879	36	22	presence	presence	NOUN
easat-3879	36	23	of	of	ADP
easat-3879	36	24	trends	trend	NOUN
easat-3879	36	25	or	or	CCONJ
easat-3879	36	26	non	non	NOUN
easat-3879	36	27	-	-	NOUN
easat-3879	36	28	stationarities	stationaritie	NOUN
easat-3879	36	29	,	,	PUNCT
easat-3879	36	30	making	make	VERB
easat-3879	36	31	it	it	PRON
easat-3879	36	32	difficult	difficult	ADJ
easat-3879	36	33	to	to	PART
easat-3879	36	34	detect	detect	VERB
easat-3879	36	35	long	long	ADJ
easat-3879	36	36	-	-	PUNCT
easat-3879	36	37	term	term	NOUN
easat-3879	36	38	correlations	correlation	NOUN
easat-3879	36	39	.	.	PUNCT
easat-3879	37	1	dfa	dfa	PROPN
easat-3879	37	2	allows	allow	VERB
easat-3879	37	3	for	for	ADP
easat-3879	37	4	the	the	DET
easat-3879	37	5	removal	removal	NOUN
easat-3879	37	6	of	of	ADP
easat-3879	37	7	these	these	DET
easat-3879	37	8	local	local	ADJ
easat-3879	37	9	trends	trend	NOUN
easat-3879	37	10	and	and	CCONJ
easat-3879	37	11	measures	measure	NOUN
easat-3879	37	12	the	the	DET
easat-3879	37	13	residual	residual	ADJ
easat-3879	37	14	fluctuations	fluctuation	NOUN
easat-3879	37	15	at	at	ADP
easat-3879	37	16	different	different	ADJ
easat-3879	37	17	scales	scale	NOUN
easat-3879	37	18	,	,	PUNCT
easat-3879	37	19	making	make	VERB
easat-3879	37	20	it	it	PRON
easat-3879	37	21	a	a	DET
easat-3879	37	22	valuable	valuable	ADJ
easat-3879	37	23	tool	tool	NOUN
easat-3879	37	24	for	for	ADP
easat-3879	37	25	analyzing	analyze	VERB
easat-3879	37	26	complex	complex	ADJ
easat-3879	37	27	data	datum	NOUN
easat-3879	37	28	.	.	PUNCT
easat-3879	38	1	while	while	SCONJ
easat-3879	38	2	dfa	dfa	PROPN
easat-3879	38	3	focuses	focus	VERB
easat-3879	38	4	on	on	ADP
easat-3879	38	5	identifying	identify	VERB
easat-3879	38	6	long	long	ADJ
easat-3879	38	7	-	-	PUNCT
easat-3879	38	8	term	term	NOUN
easat-3879	38	9	correlations	correlation	NOUN
easat-3879	38	10	,	,	PUNCT
easat-3879	38	11	mf	mf	NOUN
easat-3879	38	12	-	-	PUNCT
easat-3879	38	13	dfa	dfa	NOUN
easat-3879	38	14	enables	enable	VERB
easat-3879	38	15	the	the	DET
easat-3879	38	16	examination	examination	NOUN
easat-3879	38	17	of	of	ADP
easat-3879	38	18	behaviors	behavior	NOUN
easat-3879	38	19	across	across	ADP
easat-3879	38	20	multiple	multiple	ADJ
easat-3879	38	21	scales	scale	NOUN
easat-3879	38	22	,	,	PUNCT
easat-3879	38	23	capturing	capture	VERB
easat-3879	38	24	the	the	DET
easat-3879	38	25	multifractal	multifractal	ADJ
easat-3879	38	26	nature	nature	NOUN
easat-3879	38	27	of	of	ADP
easat-3879	38	28	certain	certain	ADJ
easat-3879	38	29	time	time	NOUN
easat-3879	38	30	series	series	NOUN
easat-3879	38	31	.	.	PUNCT
easat-3879	39	1	the	the	DET
easat-3879	39	2	primary	primary	ADJ
easat-3879	39	3	goal	goal	NOUN
easat-3879	39	4	of	of	ADP
easat-3879	39	5	this	this	DET
easat-3879	39	6	paper	paper	NOUN
easat-3879	39	7	is	be	AUX
easat-3879	39	8	to	to	PART
easat-3879	39	9	evaluate	evaluate	VERB
easat-3879	39	10	the	the	DET
easat-3879	39	11	informational	informational	ADJ
easat-3879	39	12	efficiency	efficiency	NOUN
easat-3879	39	13	of	of	ADP
easat-3879	39	14	six	six	NUM
easat-3879	39	15	islamic	islamic	ADJ
easat-3879	39	16	stock	stock	NOUN
easat-3879	39	17	markets	market	NOUN
easat-3879	39	18	of	of	ADP
easat-3879	39	19	the	the	DET
easat-3879	39	20	asia	asia	PROPN
easat-3879	39	21	-	-	PUNCT
easat-3879	39	22	pacific	pacific	PROPN
easat-3879	39	23	region	region	NOUN
easat-3879	39	24	.	.	PUNCT
easat-3879	40	1	to	to	PART
easat-3879	40	2	accomplish	accomplish	VERB
easat-3879	40	3	this	this	PRON
easat-3879	40	4	,	,	PUNCT
easat-3879	40	5	the	the	DET
easat-3879	40	6	study	study	NOUN
easat-3879	40	7	focuses	focus	VERB
easat-3879	40	8	on	on	ADP
easat-3879	40	9	two	two	NUM
easat-3879	40	10	key	key	ADJ
easat-3879	40	11	objectives	objective	NOUN
easat-3879	40	12	:	:	PUNCT
easat-3879	40	13	first	first	ADV
easat-3879	40	14	,	,	PUNCT
easat-3879	40	15	to	to	PART
easat-3879	40	16	capture	capture	VERB
easat-3879	40	17	and	and	CCONJ
easat-3879	40	18	measure	measure	VERB
easat-3879	40	19	the	the	DET
easat-3879	40	20	extent	extent	NOUN
easat-3879	40	21	of	of	ADP
easat-3879	40	22	multifractality	multifractality	NOUN
easat-3879	40	23	in	in	ADP
easat-3879	40	24	these	these	DET
easat-3879	40	25	markets	market	NOUN
easat-3879	40	26	,	,	PUNCT
easat-3879	40	27	and	and	CCONJ
easat-3879	40	28	second	second	ADJ
easat-3879	40	29	,	,	PUNCT
easat-3879	40	30	to	to	PART
easat-3879	40	31	determine	determine	VERB
easat-3879	40	32	the	the	DET
easat-3879	40	33	underlying	underlie	VERB
easat-3879	40	34	sources	source	NOUN
easat-3879	40	35	contributing	contribute	VERB
easat-3879	40	36	to	to	ADP
easat-3879	40	37	this	this	DET
easat-3879	40	38	multifractality	multifractality	NOUN
easat-3879	40	39	.	.	PUNCT
easat-3879	41	1	the	the	DET
easat-3879	41	2	analysis	analysis	NOUN
easat-3879	41	3	is	be	AUX
easat-3879	41	4	conducted	conduct	VERB
easat-3879	41	5	using	use	VERB
easat-3879	41	6	the	the	DET
easat-3879	41	7	mf	mf	NOUN
easat-3879	41	8	-	-	PUNCT
easat-3879	41	9	dfa	dfa	NOUN
easat-3879	41	10	method	method	NOUN
easat-3879	41	11	to	to	PART
easat-3879	41	12	examine	examine	VERB
easat-3879	41	13	the	the	DET
easat-3879	41	14	multifractal	multifractal	ADJ
easat-3879	41	15	behavior	behavior	NOUN
easat-3879	41	16	of	of	ADP
easat-3879	41	17	these	these	DET
easat-3879	41	18	markets	market	NOUN
easat-3879	41	19	.	.	PUNCT
easat-3879	42	1	we	we	PRON
easat-3879	42	2	limited	limit	VERB
easat-3879	42	3	our	our	PRON
easat-3879	42	4	study	study	NOUN
easat-3879	42	5	to	to	ADP
easat-3879	42	6	six	six	NUM
easat-3879	42	7	islamic	islamic	ADJ
easat-3879	42	8	stock	stock	NOUN
easat-3879	42	9	markets	market	NOUN
easat-3879	42	10	from	from	ADP
easat-3879	42	11	asia	asia	PROPN
easat-3879	42	12	-	-	PUNCT
easat-3879	42	13	pacific	pacific	PROPN
easat-3879	42	14	region	region	NOUN
easat-3879	42	15	for	for	ADP
easat-3879	42	16	which	which	PRON
easat-3879	42	17	data	datum	NOUN
easat-3879	42	18	has	have	AUX
easat-3879	42	19	been	be	AUX
easat-3879	42	20	available	available	ADJ
easat-3879	42	21	since	since	SCONJ
easat-3879	42	22	january	january	PROPN
easat-3879	42	23	1	1	NUM
easat-3879	42	24	,	,	PUNCT
easat-3879	42	25	2011	2011	NUM
easat-3879	42	26	.	.	PUNCT
easat-3879	43	1	there	there	PRON
easat-3879	43	2	is	be	VERB
easat-3879	43	3	a	a	DET
easat-3879	43	4	research	research	NOUN
easat-3879	43	5	gap	gap	NOUN
easat-3879	43	6	in	in	ADP
easat-3879	43	7	the	the	DET
easat-3879	43	8	investigation	investigation	NOUN
easat-3879	43	9	of	of	ADP
easat-3879	43	10	multifractal	multifractal	ADJ
easat-3879	43	11	behavior	behavior	NOUN
easat-3879	43	12	in	in	ADP
easat-3879	43	13	asia	asia	PROPN
easat-3879	43	14	-	-	PUNCT
easat-3879	43	15	pacific	pacific	ADJ
easat-3879	43	16	islamic	islamic	ADJ
easat-3879	43	17	stock	stock	NOUN
easat-3879	43	18	markets	market	NOUN
easat-3879	43	19	.	.	PUNCT
easat-3879	44	1	this	this	DET
easat-3879	44	2	research	research	NOUN
easat-3879	44	3	aims	aim	VERB
easat-3879	44	4	to	to	PART
easat-3879	44	5	fill	fill	VERB
easat-3879	44	6	this	this	DET
easat-3879	44	7	gap	gap	NOUN
easat-3879	44	8	by	by	ADP
easat-3879	44	9	advancing	advance	VERB
easat-3879	44	10	knowledge	knowledge	NOUN
easat-3879	44	11	,	,	PUNCT
easat-3879	44	12	offering	offer	VERB
easat-3879	44	13	new	new	ADJ
easat-3879	44	14	perspectives	perspective	NOUN
easat-3879	44	15	,	,	PUNCT
easat-3879	44	16	and	and	CCONJ
easat-3879	44	17	providing	provide	VERB
easat-3879	44	18	practical	practical	ADJ
easat-3879	44	19	implications	implication	NOUN
easat-3879	44	20	for	for	ADP
easat-3879	44	21	investment	investment	NOUN
easat-3879	44	22	strategies	strategy	NOUN
easat-3879	44	23	,	,	PUNCT
easat-3879	44	24	risk	risk	NOUN
easat-3879	44	25	management	management	NOUN
easat-3879	44	26	,	,	PUNCT
easat-3879	44	27	and	and	CCONJ
easat-3879	44	28	regulatory	regulatory	ADJ
easat-3879	44	29	approaches	approach	NOUN
easat-3879	44	30	.	.	PUNCT
easat-3879	45	1	additionally	additionally	ADV
easat-3879	45	2	,	,	PUNCT
easat-3879	45	3	it	it	PRON
easat-3879	45	4	will	will	AUX
easat-3879	45	5	contribute	contribute	VERB
easat-3879	45	6	to	to	ADP
easat-3879	45	7	the	the	DET
easat-3879	45	8	academic	academic	ADJ
easat-3879	45	9	field	field	NOUN
easat-3879	45	10	of	of	ADP
easat-3879	45	11	islamic	islamic	ADJ
easat-3879	45	12	finance	finance	NOUN
easat-3879	45	13	and	and	CCONJ
easat-3879	45	14	offer	offer	VERB
easat-3879	45	15	insights	insight	NOUN
easat-3879	45	16	into	into	ADP
easat-3879	45	17	market	market	NOUN
easat-3879	45	18	stability	stability	NOUN
easat-3879	45	19	and	and	CCONJ
easat-3879	45	20	volatility	volatility	NOUN
easat-3879	45	21	.	.	PUNCT
easat-3879	46	1	this	this	DET
easat-3879	46	2	article	article	NOUN
easat-3879	46	3	is	be	AUX
easat-3879	46	4	structured	structure	VERB
easat-3879	46	5	as	as	SCONJ
easat-3879	46	6	follows	follow	VERB
easat-3879	46	7	:	:	PUNCT
easat-3879	46	8	section	section	NOUN
easat-3879	46	9	2	2	NUM
easat-3879	46	10	provides	provide	VERB
easat-3879	46	11	a	a	DET
easat-3879	46	12	literature	literature	NOUN
easat-3879	46	13	review	review	NOUN
easat-3879	46	14	on	on	ADP
easat-3879	46	15	studies	study	NOUN
easat-3879	46	16	investigating	investigate	VERB
easat-3879	46	17	multifractality	multifractality	NOUN
easat-3879	46	18	in	in	ADP
easat-3879	46	19	stock	stock	NOUN
easat-3879	46	20	market	market	NOUN
easat-3879	46	21	exchanges	exchange	NOUN
easat-3879	46	22	.	.	PUNCT
easat-3879	47	1	section	section	NOUN
easat-3879	47	2	3	3	NUM
easat-3879	47	3	outlines	outline	VERB
easat-3879	47	4	the	the	DET
easat-3879	47	5	data	datum	NOUN
easat-3879	47	6	and	and	CCONJ
easat-3879	47	7	methodology	methodology	NOUN
easat-3879	47	8	used	use	VERB
easat-3879	47	9	.	.	PUNCT
easat-3879	48	1	the	the	DET
easat-3879	48	2	empirical	empirical	ADJ
easat-3879	48	3	results	result	NOUN
easat-3879	48	4	and	and	CCONJ
easat-3879	48	5	discussion	discussion	NOUN
easat-3879	48	6	are	be	AUX
easat-3879	48	7	presented	present	VERB
easat-3879	48	8	in	in	ADP
easat-3879	48	9	section	section	NOUN
easat-3879	48	10	4	4	NUM
easat-3879	48	11	,	,	PUNCT
easat-3879	48	12	followed	follow	VERB
easat-3879	48	13	by	by	ADP
easat-3879	48	14	the	the	DET
easat-3879	48	15	conclusion	conclusion	NOUN
easat-3879	48	16	in	in	ADP
easat-3879	48	17	section	section	NOUN
easat-3879	48	18	5	5	NUM
easat-3879	48	19	.	.	SYM
easat-3879	48	20	2	2	NUM
easat-3879	48	21	.	.	X
easat-3879	48	22	literature	literature	NOUN
easat-3879	48	23	review	review	VERB
easat-3879	48	24	this	this	DET
easat-3879	48	25	literature	literature	NOUN
easat-3879	48	26	review	review	NOUN
easat-3879	48	27	explores	explore	VERB
easat-3879	48	28	the	the	DET
easat-3879	48	29	growing	grow	VERB
easat-3879	48	30	application	application	NOUN
easat-3879	48	31	of	of	ADP
easat-3879	48	32	multifractal	multifractal	ADJ
easat-3879	48	33	detrended	detrende	VERB
easat-3879	48	34	fluctuation	fluctuation	NOUN
easat-3879	48	35	analysis	analysis	NOUN
easat-3879	48	36	(	(	PUNCT
easat-3879	48	37	mf	mf	NOUN
easat-3879	48	38	-	-	PUNCT
easat-3879	48	39	dfa	dfa	NOUN
easat-3879	48	40	)	)	PUNCT
easat-3879	48	41	in	in	ADP
easat-3879	48	42	financial	financial	ADJ
easat-3879	48	43	markets	market	NOUN
easat-3879	48	44	,	,	PUNCT
easat-3879	48	45	particularly	particularly	ADV
easat-3879	48	46	in	in	ADP
easat-3879	48	47	capturing	capture	VERB
easat-3879	48	48	multifractality	multifractality	NOUN
easat-3879	48	49	in	in	ADP
easat-3879	48	50	stock	stock	NOUN
easat-3879	48	51	market	market	NOUN
easat-3879	48	52	exchanges	exchange	NOUN
easat-3879	48	53	.	.	PUNCT
easat-3879	49	1	several	several	ADJ
easat-3879	49	2	studies	study	NOUN
easat-3879	49	3	have	have	AUX
easat-3879	49	4	highlighted	highlight	VERB
easat-3879	49	5	the	the	DET
easat-3879	49	6	importance	importance	NOUN
easat-3879	49	7	of	of	ADP
easat-3879	49	8	multifractal	multifractal	ADJ
easat-3879	49	9	analysis	analysis	NOUN
easat-3879	49	10	in	in	ADP
easat-3879	49	11	understanding	understand	VERB
easat-3879	49	12	market	market	NOUN
easat-3879	49	13	behavior	behavior	NOUN
easat-3879	49	14	,	,	PUNCT
easat-3879	49	15	revealing	reveal	VERB
easat-3879	49	16	its	its	PRON
easat-3879	49	17	potential	potential	NOUN
easat-3879	49	18	in	in	ADP
easat-3879	49	19	identifying	identify	VERB
easat-3879	49	20	inefficiencies	inefficiency	NOUN
easat-3879	49	21	and	and	CCONJ
easat-3879	49	22	complexities	complexity	NOUN
easat-3879	49	23	that	that	PRON
easat-3879	49	24	are	be	AUX
easat-3879	49	25	not	not	PART
easat-3879	49	26	captured	capture	VERB
easat-3879	49	27	by	by	ADP
easat-3879	49	28	traditional	traditional	ADJ
easat-3879	49	29	financial	financial	ADJ
easat-3879	49	30	models	model	NOUN
easat-3879	49	31	.	.	PUNCT
easat-3879	50	1	for	for	ADP
easat-3879	50	2	example	example	NOUN
easat-3879	50	3	,	,	PUNCT
easat-3879	50	4	norouzzadeh	norouzzadeh	ADV
easat-3879	50	5	and	and	CCONJ
easat-3879	50	6	rahmani	rahmani	VERB
easat-3879	51	1	[	[	X
easat-3879	51	2	12	12	NUM
easat-3879	51	3	]	]	PUNCT
easat-3879	51	4	applied	apply	VERB
easat-3879	51	5	mf	mf	NOUN
easat-3879	51	6	-	-	PUNCT
easat-3879	51	7	dfa	dfa	NOUN
easat-3879	51	8	to	to	PART
easat-3879	51	9	analyze	analyze	VERB
easat-3879	51	10	the	the	DET
easat-3879	51	11	iranian	iranian	ADJ
easat-3879	51	12	rial	rial	NOUN
easat-3879	51	13	to	to	ADP
easat-3879	51	14	us	us	PROPN
easat-3879	51	15	dollar	dollar	NOUN
easat-3879	51	16	exchange	exchange	NOUN
easat-3879	51	17	rate	rate	NOUN
easat-3879	51	18	,	,	PUNCT
easat-3879	51	19	uncovering	uncover	VERB
easat-3879	51	20	multifractal	multifractal	ADJ
easat-3879	51	21	properties	property	NOUN
easat-3879	51	22	such	such	ADJ
easat-3879	51	23	as	as	ADP
easat-3879	51	24	scaling	scale	VERB
easat-3879	51	25	and	and	CCONJ
easat-3879	51	26	generalized	generalized	ADJ
easat-3879	51	27	hurst	hurst	PROPN
easat-3879	51	28	exponents	exponent	NOUN
easat-3879	51	29	.	.	PUNCT
easat-3879	52	1	their	their	PRON
easat-3879	52	2	findings	finding	NOUN
easat-3879	52	3	pointed	point	VERB
easat-3879	52	4	to	to	ADP
easat-3879	52	5	fat	fat	ADJ
easat-3879	52	6	-	-	PUNCT
easat-3879	52	7	tailed	tail	VERB
easat-3879	52	8	distributions	distribution	NOUN
easat-3879	52	9	and	and	CCONJ
easat-3879	52	10	nonlinear	nonlinear	ADJ
easat-3879	52	11	temporal	temporal	ADJ
easat-3879	52	12	correlations	correlation	NOUN
easat-3879	52	13	as	as	ADP
easat-3879	52	14	key	key	ADJ
easat-3879	52	15	contributors	contributor	NOUN
easat-3879	52	16	to	to	ADP
easat-3879	52	17	the	the	DET
easat-3879	52	18	multifractality	multifractality	NOUN
easat-3879	52	19	observed	observe	VERB
easat-3879	52	20	in	in	ADP
easat-3879	52	21	the	the	DET
easat-3879	52	22	exchange	exchange	NOUN
easat-3879	52	23	rate	rate	NOUN
easat-3879	52	24	.	.	PUNCT
easat-3879	53	1	similarly	similarly	ADV
easat-3879	53	2	,	,	PUNCT
easat-3879	53	3	xinsheng	xinsheng	PROPN
easat-3879	53	4	et	et	PROPN
easat-3879	53	5	al	al	PROPN
easat-3879	54	1	[	[	X
easat-3879	54	2	13	13	NUM
easat-3879	54	3	]	]	PUNCT
easat-3879	54	4	extended	extend	VERB
easat-3879	54	5	this	this	DET
easat-3879	54	6	approach	approach	NOUN
easat-3879	54	7	to	to	ADP
easat-3879	54	8	the	the	DET
easat-3879	54	9	chinese	chinese	PROPN
easat-3879	54	10	stock	stock	PROPN
easat-3879	54	11	index	index	NOUN
easat-3879	54	12	futures	future	NOUN
easat-3879	54	13	market	market	NOUN
easat-3879	54	14	,	,	PUNCT
easat-3879	54	15	showing	show	VERB
easat-3879	54	16	that	that	SCONJ
easat-3879	54	17	returns	return	NOUN
easat-3879	54	18	exhibit	exhibit	VERB
easat-3879	54	19	both	both	DET
easat-3879	54	20	long	long	ADJ
easat-3879	54	21	-	-	PUNCT
easat-3879	54	22	term	term	NOUN
easat-3879	54	23	correlations	correlation	NOUN
easat-3879	54	24	and	and	CCONJ
easat-3879	54	25	multifractality	multifractality	NOUN
easat-3879	54	26	.	.	PUNCT
easat-3879	55	1	they	they	PRON
easat-3879	55	2	found	find	VERB
easat-3879	55	3	that	that	SCONJ
easat-3879	55	4	long	long	ADJ
easat-3879	55	5	-	-	PUNCT
easat-3879	55	6	term	term	NOUN
easat-3879	55	7	correlations	correlation	NOUN
easat-3879	55	8	were	be	AUX
easat-3879	55	9	the	the	DET
easat-3879	55	10	predominant	predominant	ADJ
easat-3879	55	11	source	source	NOUN
easat-3879	55	12	of	of	ADP
easat-3879	55	13	multifractality	multifractality	NOUN
easat-3879	55	14	,	,	PUNCT
easat-3879	55	15	while	while	SCONJ
easat-3879	55	16	fat	fat	ADJ
easat-3879	55	17	-	-	PUNCT
easat-3879	55	18	tailed	tail	VERB
easat-3879	55	19	distributions	distribution	NOUN
easat-3879	55	20	also	also	ADV
easat-3879	55	21	played	play	VERB
easat-3879	55	22	a	a	DET
easat-3879	55	23	role	role	NOUN
easat-3879	55	24	.	.	PUNCT
easat-3879	56	1	further	further	ADJ
easat-3879	56	2	studies	study	NOUN
easat-3879	56	3	,	,	PUNCT
easat-3879	56	4	like	like	ADP
easat-3879	56	5	caraiani	caraiani	X
easat-3879	56	6	[	[	X
easat-3879	56	7	14	14	NUM
easat-3879	56	8	]	]	PUNCT
easat-3879	56	9	,	,	PUNCT
easat-3879	56	10	focused	focus	VERB
easat-3879	56	11	on	on	ADP
easat-3879	56	12	the	the	DET
easat-3879	56	13	multifractality	multifractality	NOUN
easat-3879	56	14	of	of	ADP
easat-3879	56	15	daily	daily	ADJ
easat-3879	56	16	returns	return	NOUN
easat-3879	56	17	from	from	ADP
easat-3879	56	18	various	various	ADJ
easat-3879	56	19	european	european	ADJ
easat-3879	56	20	stock	stock	NOUN
easat-3879	56	21	indices	index	NOUN
easat-3879	56	22	,	,	PUNCT
easat-3879	56	23	including	include	VERB
easat-3879	56	24	the	the	DET
easat-3879	56	25	czech	czech	PROPN
easat-3879	56	26	px	px	PROPN
easat-3879	56	27	,	,	PUNCT
easat-3879	56	28	hungarian	hungarian	ADJ
easat-3879	56	29	bux	bux	NOUN
easat-3879	56	30	,	,	PUNCT
easat-3879	56	31	and	and	CCONJ
easat-3879	56	32	polish	polish	ADJ
easat-3879	56	33	wig	wig	NOUN
easat-3879	56	34	indices	index	NOUN
easat-3879	56	35	.	.	PUNCT
easat-3879	57	1	his	his	PRON
easat-3879	57	2	work	work	NOUN
easat-3879	57	3	found	find	VERB
easat-3879	57	4	that	that	SCONJ
easat-3879	57	5	the	the	DET
easat-3879	57	6	global	global	PROPN
easat-3879	57	7	hurst	hurst	PROPN
easat-3879	57	8	exponent	exponent	PROPN
easat-3879	57	9	varied	vary	VERB
easat-3879	57	10	across	across	ADP
easat-3879	57	11	different	different	ADJ
easat-3879	57	12	moments	moment	NOUN
easat-3879	57	13	,	,	PUNCT
easat-3879	57	14	suggesting	suggest	VERB
easat-3879	57	15	a	a	DET
easat-3879	57	16	multifractal	multifractal	ADJ
easat-3879	57	17	spectrum	spectrum	NOUN
easat-3879	57	18	.	.	PUNCT
easat-3879	58	1	shuffling	shuffle	VERB
easat-3879	58	2	the	the	DET
easat-3879	58	3	data	datum	NOUN
easat-3879	58	4	did	do	AUX
easat-3879	58	5	not	not	PART
easat-3879	58	6	alter	alter	VERB
easat-3879	58	7	its	its	PRON
easat-3879	58	8	multifractal	multifractal	ADJ
easat-3879	58	9	properties	property	NOUN
easat-3879	58	10	,	,	PUNCT
easat-3879	58	11	reinforcing	reinforce	VERB
easat-3879	58	12	the	the	DET
easat-3879	58	13	robustness	robustness	NOUN
easat-3879	58	14	of	of	ADP
easat-3879	58	15	multifractality	multifractality	NOUN
easat-3879	58	16	in	in	ADP
easat-3879	58	17	these	these	DET
easat-3879	58	18	markets	market	NOUN
easat-3879	58	19	.	.	PUNCT
easat-3879	59	1	additionally	additionally	ADV
easat-3879	59	2	,	,	PUNCT
easat-3879	59	3	the	the	DET
easat-3879	59	4	author	author	NOUN
easat-3879	59	5	examined	examine	VERB
easat-3879	59	6	the	the	DET
easat-3879	59	7	impact	impact	NOUN
easat-3879	59	8	of	of	ADP
easat-3879	59	9	the	the	DET
easat-3879	59	10	2008	2008	NUM
easat-3879	59	11	-	-	SYM
easat-3879	59	12	2009	2009	NUM
easat-3879	59	13	8817	8817	NUM
easat-3879	59	14	edelweiss	edelweiss	PROPN
easat-3879	59	15	applied	apply	VERB
easat-3879	59	16	science	science	NOUN
easat-3879	59	17	and	and	CCONJ
easat-3879	59	18	technology	technology	NOUN
easat-3879	59	19	issn	issn	PROPN
easat-3879	59	20	:	:	PUNCT
easat-3879	59	21	2576	2576	NUM
easat-3879	59	22	-	-	SYM
easat-3879	59	23	8484	8484	NUM
easat-3879	59	24	vol	vol	NOUN
easat-3879	59	25	.	.	PROPN
easat-3879	59	26	8	8	NUM
easat-3879	59	27	,	,	PUNCT
easat-3879	59	28	no	no	INTJ
easat-3879	59	29	.	.	NOUN
easat-3879	59	30	6	6	NUM
easat-3879	59	31	:	:	SYM
easat-3879	59	32	8815	8815	NUM
easat-3879	59	33	-	-	SYM
easat-3879	59	34	8832	8832	NUM
easat-3879	59	35	,	,	PUNCT
easat-3879	59	36	2024	2024	NUM
easat-3879	59	37	doi	doi	NOUN
easat-3879	59	38	:	:	PUNCT
easat-3879	59	39	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	59	40	©	©	PROPN
easat-3879	59	41	2024	2024	NUM
easat-3879	59	42	by	by	ADP
easat-3879	59	43	the	the	DET
easat-3879	59	44	authors	author	NOUN
easat-3879	59	45	;	;	PUNCT
easat-3879	59	46	licensee	licensee	PROPN
easat-3879	59	47	learning	learning	NOUN
easat-3879	59	48	gate	gate	VERB
easat-3879	59	49	financial	financial	ADJ
easat-3879	59	50	crisis	crisis	NOUN
easat-3879	59	51	on	on	ADP
easat-3879	59	52	these	these	DET
easat-3879	59	53	indices	index	NOUN
easat-3879	59	54	and	and	CCONJ
easat-3879	59	55	observed	observe	VERB
easat-3879	59	56	complex	complex	ADJ
easat-3879	59	57	shifts	shift	NOUN
easat-3879	59	58	in	in	ADP
easat-3879	59	59	the	the	DET
easat-3879	59	60	multifractal	multifractal	ADJ
easat-3879	59	61	spectrum	spectrum	NOUN
easat-3879	59	62	,	,	PUNCT
easat-3879	59	63	though	though	SCONJ
easat-3879	59	64	he	he	PRON
easat-3879	59	65	found	find	VERB
easat-3879	59	66	no	no	DET
easat-3879	59	67	clear	clear	ADJ
easat-3879	59	68	evidence	evidence	NOUN
easat-3879	59	69	of	of	ADP
easat-3879	59	70	increased	increase	VERB
easat-3879	59	71	multifractality	multifractality	NOUN
easat-3879	59	72	during	during	ADP
easat-3879	59	73	the	the	DET
easat-3879	59	74	crisis	crisis	NOUN
easat-3879	59	75	.	.	PUNCT
easat-3879	60	1	this	this	PRON
easat-3879	60	2	indicates	indicate	VERB
easat-3879	60	3	that	that	SCONJ
easat-3879	60	4	while	while	SCONJ
easat-3879	60	5	crises	crisis	NOUN
easat-3879	60	6	may	may	AUX
easat-3879	60	7	impact	impact	VERB
easat-3879	60	8	market	market	NOUN
easat-3879	60	9	behavior	behavior	NOUN
easat-3879	60	10	,	,	PUNCT
easat-3879	60	11	the	the	DET
easat-3879	60	12	underlying	underlie	VERB
easat-3879	60	13	multifractal	multifractal	ADJ
easat-3879	60	14	nature	nature	NOUN
easat-3879	60	15	of	of	ADP
easat-3879	60	16	stock	stock	NOUN
easat-3879	60	17	returns	return	NOUN
easat-3879	60	18	remains	remain	VERB
easat-3879	60	19	resilient	resilient	ADJ
easat-3879	60	20	.	.	PUNCT
easat-3879	61	1	el	el	PROPN
easat-3879	61	2	alaoui	alaoui	PROPN
easat-3879	61	3	and	and	CCONJ
easat-3879	61	4	benbachir	benbachir	VERB
easat-3879	62	1	[	[	X
easat-3879	62	2	15	15	NUM
easat-3879	62	3	]	]	PUNCT
easat-3879	62	4	studied	study	VERB
easat-3879	62	5	the	the	DET
easat-3879	62	6	czech	czech	PROPN
easat-3879	62	7	,	,	PUNCT
easat-3879	62	8	hungarian	hungarian	ADJ
easat-3879	62	9	,	,	PUNCT
easat-3879	62	10	and	and	CCONJ
easat-3879	62	11	russian	russian	ADJ
easat-3879	62	12	stock	stock	NOUN
easat-3879	62	13	exchanges	exchange	NOUN
easat-3879	62	14	and	and	CCONJ
easat-3879	62	15	used	use	VERB
easat-3879	62	16	permutation	permutation	NOUN
easat-3879	62	17	and	and	CCONJ
easat-3879	62	18	surrogation	surrogation	NOUN
easat-3879	62	19	techniques	technique	NOUN
easat-3879	62	20	to	to	PART
easat-3879	62	21	confirm	confirm	VERB
easat-3879	62	22	that	that	SCONJ
easat-3879	62	23	these	these	DET
easat-3879	62	24	markets	market	NOUN
easat-3879	62	25	exhibited	exhibit	VERB
easat-3879	62	26	multifractality	multifractality	NOUN
easat-3879	62	27	and	and	CCONJ
easat-3879	62	28	inefficiencies	inefficiency	NOUN
easat-3879	62	29	.	.	PUNCT
easat-3879	63	1	this	this	PRON
easat-3879	63	2	aligns	align	VERB
easat-3879	63	3	with	with	ADP
easat-3879	63	4	the	the	DET
easat-3879	63	5	findings	finding	NOUN
easat-3879	63	6	of	of	ADP
easat-3879	63	7	wang	wang	PROPN
easat-3879	63	8	et	et	PROPN
easat-3879	63	9	al	al	PROPN
easat-3879	63	10	.	.	PUNCT
easat-3879	64	1	[	[	X
easat-3879	64	2	16	16	NUM
easat-3879	64	3	]	]	X
easat-3879	64	4	,	,	PUNCT
easat-3879	64	5	who	who	PRON
easat-3879	64	6	examined	examine	VERB
easat-3879	64	7	the	the	DET
easat-3879	64	8	nasdaq	nasdaq	PROPN
easat-3879	64	9	composite	composite	ADJ
easat-3879	64	10	index	index	NOUN
easat-3879	64	11	and	and	CCONJ
easat-3879	64	12	identified	identify	VERB
easat-3879	64	13	leptokurtic	leptokurtic	ADJ
easat-3879	64	14	returns	return	NOUN
easat-3879	64	15	and	and	CCONJ
easat-3879	64	16	long	long	ADJ
easat-3879	64	17	-	-	PUNCT
easat-3879	64	18	term	term	NOUN
easat-3879	64	19	memory	memory	NOUN
easat-3879	64	20	as	as	ADP
easat-3879	64	21	primary	primary	ADJ
easat-3879	64	22	sources	source	NOUN
easat-3879	64	23	of	of	ADP
easat-3879	64	24	multifractality	multifractality	NOUN
easat-3879	64	25	.	.	PUNCT
easat-3879	65	1	wang	wang	PROPN
easat-3879	65	2	et	et	PROPN
easat-3879	65	3	al	al	PROPN
easat-3879	65	4	.	.	PROPN
easat-3879	65	5	's	's	PART
easat-3879	65	6	study	study	NOUN
easat-3879	65	7	[	[	X
easat-3879	65	8	16	16	NUM
easat-3879	65	9	]	]	PUNCT
easat-3879	65	10	highlighted	highlight	VERB
easat-3879	65	11	that	that	DET
easat-3879	65	12	multifractality	multifractality	NOUN
easat-3879	65	13	in	in	ADP
easat-3879	65	14	stock	stock	NOUN
easat-3879	65	15	returns	return	NOUN
easat-3879	65	16	is	be	AUX
easat-3879	65	17	a	a	DET
easat-3879	65	18	feature	feature	NOUN
easat-3879	65	19	of	of	ADP
easat-3879	65	20	markets	market	NOUN
easat-3879	65	21	that	that	PRON
easat-3879	65	22	fail	fail	VERB
easat-3879	65	23	to	to	PART
easat-3879	65	24	achieve	achieve	VERB
easat-3879	65	25	weak	weak	ADJ
easat-3879	65	26	-	-	PUNCT
easat-3879	65	27	form	form	NOUN
easat-3879	65	28	efficiency	efficiency	NOUN
easat-3879	65	29	.	.	PUNCT
easat-3879	66	1	rui	rui	PROPN
easat-3879	66	2	et	et	PROPN
easat-3879	66	3	al	al	PROPN
easat-3879	66	4	.	.	PUNCT
easat-3879	67	1	[	[	X
easat-3879	67	2	17	17	NUM
easat-3879	67	3	]	]	PUNCT
easat-3879	67	4	expanded	expand	VERB
easat-3879	67	5	the	the	DET
easat-3879	67	6	scope	scope	NOUN
easat-3879	67	7	of	of	ADP
easat-3879	67	8	mf	mf	NOUN
easat-3879	67	9	-	-	PUNCT
easat-3879	67	10	dfa	dfa	NOUN
easat-3879	67	11	to	to	ADP
easat-3879	67	12	major	major	ADJ
easat-3879	67	13	stock	stock	NOUN
easat-3879	67	14	indices	index	NOUN
easat-3879	67	15	from	from	ADP
easat-3879	67	16	europe	europe	PROPN
easat-3879	67	17	,	,	PUNCT
easat-3879	67	18	america	america	PROPN
easat-3879	67	19	,	,	PUNCT
easat-3879	67	20	and	and	CCONJ
easat-3879	67	21	asia	asia	PROPN
easat-3879	67	22	,	,	PUNCT
easat-3879	67	23	covering	cover	VERB
easat-3879	67	24	the	the	DET
easat-3879	67	25	period	period	NOUN
easat-3879	67	26	from	from	ADP
easat-3879	67	27	2006	2006	NUM
easat-3879	67	28	to	to	ADP
easat-3879	67	29	2013	2013	NUM
easat-3879	67	30	.	.	PUNCT
easat-3879	68	1	their	their	PRON
easat-3879	68	2	findings	finding	NOUN
easat-3879	68	3	confirmed	confirm	VERB
easat-3879	68	4	the	the	DET
easat-3879	68	5	presence	presence	NOUN
easat-3879	68	6	of	of	ADP
easat-3879	68	7	multifractal	multifractal	ADJ
easat-3879	68	8	properties	property	NOUN
easat-3879	68	9	in	in	ADP
easat-3879	68	10	all	all	DET
easat-3879	68	11	indices	index	NOUN
easat-3879	68	12	,	,	PUNCT
easat-3879	68	13	with	with	ADP
easat-3879	68	14	the	the	DET
easat-3879	68	15	hang	hang	PROPN
easat-3879	68	16	seng	seng	PROPN
easat-3879	68	17	index	index	PROPN
easat-3879	68	18	,	,	PUNCT
easat-3879	68	19	dow	dow	PROPN
easat-3879	68	20	jones	jones	PROPN
easat-3879	68	21	index	index	PROPN
easat-3879	68	22	,	,	PUNCT
easat-3879	68	23	and	and	CCONJ
easat-3879	68	24	ftse	ftse	VERB
easat-3879	68	25	100	100	NUM
easat-3879	68	26	index	index	NOUN
easat-3879	68	27	exhibiting	exhibit	VERB
easat-3879	68	28	the	the	DET
easat-3879	68	29	highest	high	ADJ
easat-3879	68	30	risk	risk	NOUN
easat-3879	68	31	in	in	ADP
easat-3879	68	32	their	their	PRON
easat-3879	68	33	respective	respective	ADJ
easat-3879	68	34	regions	region	NOUN
easat-3879	68	35	.	.	PUNCT
easat-3879	69	1	this	this	PRON
easat-3879	69	2	demonstrates	demonstrate	VERB
easat-3879	69	3	that	that	DET
easat-3879	69	4	multifractality	multifractality	NOUN
easat-3879	69	5	is	be	AUX
easat-3879	69	6	a	a	DET
easat-3879	69	7	global	global	ADJ
easat-3879	69	8	phenomenon	phenomenon	NOUN
easat-3879	69	9	,	,	PUNCT
easat-3879	69	10	not	not	PART
easat-3879	69	11	limited	limit	VERB
easat-3879	69	12	to	to	ADP
easat-3879	69	13	specific	specific	ADJ
easat-3879	69	14	markets	market	NOUN
easat-3879	69	15	or	or	CCONJ
easat-3879	69	16	regions	region	NOUN
easat-3879	69	17	.	.	PUNCT
easat-3879	70	1	similarly	similarly	ADV
easat-3879	70	2	,	,	PUNCT
easat-3879	70	3	hasan	hasan	PROPN
easat-3879	70	4	and	and	CCONJ
easat-3879	70	5	mohammad	mohammad	PROPN
easat-3879	70	6	[	[	X
easat-3879	70	7	18	18	NUM
easat-3879	70	8	]	]	PUNCT
easat-3879	70	9	observed	observe	VERB
easat-3879	70	10	significant	significant	ADJ
easat-3879	70	11	non	non	ADJ
easat-3879	70	12	-	-	ADJ
easat-3879	70	13	linearity	linearity	ADJ
easat-3879	70	14	and	and	CCONJ
easat-3879	70	15	shifts	shift	NOUN
easat-3879	70	16	in	in	ADP
easat-3879	70	17	the	the	DET
easat-3879	70	18	singularity	singularity	NOUN
easat-3879	70	19	spectra	spectra	NOUN
easat-3879	70	20	during	during	ADP
easat-3879	70	21	the	the	DET
easat-3879	70	22	2007	2007	NUM
easat-3879	70	23	-	-	SYM
easat-3879	70	24	2008	2008	NUM
easat-3879	70	25	crisis	crisis	NOUN
easat-3879	70	26	in	in	ADP
easat-3879	70	27	markets	market	NOUN
easat-3879	70	28	such	such	ADJ
easat-3879	70	29	as	as	ADP
easat-3879	70	30	the	the	DET
easat-3879	70	31	u.s	u.s	PROPN
easat-3879	70	32	.	.	PROPN
easat-3879	70	33	,	,	PUNCT
easat-3879	70	34	japan	japan	PROPN
easat-3879	70	35	,	,	PUNCT
easat-3879	70	36	hong	hong	PROPN
easat-3879	70	37	kong	kong	PROPN
easat-3879	70	38	,	,	PUNCT
easat-3879	70	39	south	south	PROPN
easat-3879	70	40	korea	korea	PROPN
easat-3879	70	41	,	,	PUNCT
easat-3879	70	42	and	and	CCONJ
easat-3879	70	43	indonesia	indonesia	PROPN
easat-3879	70	44	,	,	PUNCT
easat-3879	70	45	further	far	ADV
easat-3879	70	46	reinforcing	reinforce	VERB
easat-3879	70	47	the	the	DET
easat-3879	70	48	idea	idea	NOUN
easat-3879	70	49	that	that	SCONJ
easat-3879	70	50	multifractality	multifractality	NOUN
easat-3879	70	51	is	be	AUX
easat-3879	70	52	influenced	influence	VERB
easat-3879	70	53	by	by	ADP
easat-3879	70	54	market	market	NOUN
easat-3879	70	55	conditions	condition	NOUN
easat-3879	70	56	,	,	PUNCT
easat-3879	70	57	including	include	VERB
easat-3879	70	58	periods	period	NOUN
easat-3879	70	59	of	of	ADP
easat-3879	70	60	financial	financial	ADJ
easat-3879	70	61	turmoil	turmoil	NOUN
easat-3879	70	62	.	.	PUNCT
easat-3879	71	1	studies	study	NOUN
easat-3879	71	2	by	by	ADP
easat-3879	71	3	tiwari	tiwari	PROPN
easat-3879	71	4	et	et	PROPN
easat-3879	71	5	al	al	PROPN
easat-3879	71	6	.	.	PUNCT
easat-3879	72	1	[	[	X
easat-3879	72	2	19	19	NUM
easat-3879	72	3	]	]	PUNCT
easat-3879	72	4	and	and	CCONJ
easat-3879	72	5	hong	hong	PROPN
easat-3879	72	6	-	-	PUNCT
easat-3879	72	7	yong	yong	PROPN
easat-3879	72	8	and	and	CCONJ
easat-3879	72	9	tong	tong	PROPN
easat-3879	72	10	-	-	PUNCT
easat-3879	72	11	tong	tong	PROPN
easat-3879	73	1	[	[	X
easat-3879	73	2	20	20	NUM
easat-3879	73	3	]	]	PUNCT
easat-3879	73	4	also	also	ADV
easat-3879	73	5	contributed	contribute	VERB
easat-3879	73	6	to	to	ADP
easat-3879	73	7	the	the	DET
easat-3879	73	8	understanding	understanding	NOUN
easat-3879	73	9	of	of	ADP
easat-3879	73	10	multifractality	multifractality	NOUN
easat-3879	73	11	in	in	ADP
easat-3879	73	12	sectoral	sectoral	ADJ
easat-3879	73	13	indices	index	NOUN
easat-3879	73	14	and	and	CCONJ
easat-3879	73	15	stock	stock	NOUN
easat-3879	73	16	market	market	NOUN
easat-3879	73	17	exchanges	exchange	NOUN
easat-3879	73	18	.	.	PUNCT
easat-3879	74	1	tiwari	tiwari	PROPN
easat-3879	74	2	et	et	PROPN
easat-3879	74	3	al	al	PROPN
easat-3879	74	4	.	.	PUNCT
easat-3879	75	1	[	[	X
easat-3879	75	2	19	19	NUM
easat-3879	75	3	]	]	PUNCT
easat-3879	75	4	analyzed	analyze	VERB
easat-3879	75	5	the	the	DET
easat-3879	75	6	efficiency	efficiency	NOUN
easat-3879	75	7	of	of	ADP
easat-3879	75	8	dow	dow	PROPN
easat-3879	75	9	jones	jones	PROPN
easat-3879	75	10	sector	sector	PROPN
easat-3879	75	11	etfs	etfs	PROPN
easat-3879	75	12	and	and	CCONJ
easat-3879	75	13	identified	identify	VERB
easat-3879	75	14	varying	vary	VERB
easat-3879	75	15	degrees	degree	NOUN
easat-3879	75	16	of	of	ADP
easat-3879	75	17	multifractality	multifractality	NOUN
easat-3879	75	18	across	across	ADP
easat-3879	75	19	sectors	sector	NOUN
easat-3879	75	20	,	,	PUNCT
easat-3879	75	21	with	with	ADP
easat-3879	75	22	utilities	utility	NOUN
easat-3879	75	23	and	and	CCONJ
easat-3879	75	24	consumer	consumer	NOUN
easat-3879	75	25	goods	good	NOUN
easat-3879	75	26	etfs	etfs	PROPN
easat-3879	75	27	being	be	AUX
easat-3879	75	28	more	more	ADV
easat-3879	75	29	efficient	efficient	ADJ
easat-3879	75	30	than	than	ADP
easat-3879	75	31	financial	financial	ADJ
easat-3879	75	32	and	and	CCONJ
easat-3879	75	33	telecommunications	telecommunication	NOUN
easat-3879	75	34	etfs	etfs	NOUN
easat-3879	75	35	.	.	PUNCT
easat-3879	76	1	they	they	PRON
easat-3879	76	2	also	also	ADV
easat-3879	76	3	found	find	VERB
easat-3879	76	4	that	that	SCONJ
easat-3879	76	5	efficiency	efficiency	NOUN
easat-3879	76	6	levels	level	NOUN
easat-3879	76	7	were	be	AUX
easat-3879	76	8	significantly	significantly	ADV
easat-3879	76	9	impacted	impact	VERB
easat-3879	76	10	by	by	ADP
easat-3879	76	11	the	the	DET
easat-3879	76	12	2008	2008	NUM
easat-3879	76	13	financial	financial	ADJ
easat-3879	76	14	crisis	crisis	NOUN
easat-3879	76	15	.	.	PUNCT
easat-3879	77	1	hong	hong	PROPN
easat-3879	77	2	-	-	PUNCT
easat-3879	77	3	yong	yong	PROPN
easat-3879	77	4	and	and	CCONJ
easat-3879	77	5	tong	tong	PROPN
easat-3879	77	6	-	-	PUNCT
easat-3879	77	7	tong	tong	PROPN
easat-3879	78	1	[	[	X
easat-3879	78	2	20	20	NUM
easat-3879	78	3	]	]	PUNCT
easat-3879	78	4	explored	explore	VERB
easat-3879	78	5	the	the	DET
easat-3879	78	6	shanghai	shanghai	PROPN
easat-3879	78	7	composite	composite	PROPN
easat-3879	78	8	index	index	NOUN
easat-3879	78	9	,	,	PUNCT
easat-3879	78	10	shanghai	shanghai	PROPN
easat-3879	78	11	bond	bond	PROPN
easat-3879	78	12	index	index	NOUN
easat-3879	78	13	,	,	PUNCT
easat-3879	78	14	and	and	CCONJ
easat-3879	78	15	shanghai	shanghai	PROPN
easat-3879	78	16	fund	fund	PROPN
easat-3879	78	17	index	index	PROPN
easat-3879	78	18	,	,	PUNCT
easat-3879	78	19	finding	find	VERB
easat-3879	78	20	that	that	DET
easat-3879	78	21	multifractality	multifractality	NOUN
easat-3879	78	22	was	be	AUX
easat-3879	78	23	present	present	ADJ
easat-3879	78	24	across	across	ADP
easat-3879	78	25	all	all	DET
easat-3879	78	26	three	three	NUM
easat-3879	78	27	,	,	PUNCT
easat-3879	78	28	with	with	ADP
easat-3879	78	29	varying	vary	VERB
easat-3879	78	30	fractal	fractal	ADJ
easat-3879	78	31	characteristics	characteristic	NOUN
easat-3879	78	32	in	in	ADP
easat-3879	78	33	cross	cross	NOUN
easat-3879	78	34	-	-	NOUN
easat-3879	78	35	correlations	correlation	NOUN
easat-3879	78	36	.	.	PUNCT
easat-3879	79	1	these	these	DET
easat-3879	79	2	studies	study	NOUN
easat-3879	79	3	highlight	highlight	VERB
easat-3879	79	4	that	that	DET
easat-3879	79	5	multifractality	multifractality	NOUN
easat-3879	79	6	can	can	AUX
easat-3879	79	7	differ	differ	VERB
easat-3879	79	8	across	across	ADP
easat-3879	79	9	sectors	sector	NOUN
easat-3879	79	10	and	and	CCONJ
easat-3879	79	11	regions	region	NOUN
easat-3879	79	12	,	,	PUNCT
easat-3879	79	13	further	far	ADV
easat-3879	79	14	emphasizing	emphasize	VERB
easat-3879	79	15	the	the	DET
easat-3879	79	16	complexity	complexity	NOUN
easat-3879	79	17	of	of	ADP
easat-3879	79	18	financial	financial	ADJ
easat-3879	79	19	markets	market	NOUN
easat-3879	79	20	.	.	PUNCT
easat-3879	80	1	more	more	ADV
easat-3879	80	2	recent	recent	ADJ
easat-3879	80	3	research	research	NOUN
easat-3879	80	4	has	have	AUX
easat-3879	80	5	continued	continue	VERB
easat-3879	80	6	to	to	PART
easat-3879	80	7	explore	explore	VERB
easat-3879	80	8	the	the	DET
easat-3879	80	9	multifractal	multifractal	ADJ
easat-3879	80	10	properties	property	NOUN
easat-3879	80	11	of	of	ADP
easat-3879	80	12	various	various	ADJ
easat-3879	80	13	financial	financial	ADJ
easat-3879	80	14	markets	market	NOUN
easat-3879	80	15	.	.	PUNCT
easat-3879	81	1	for	for	ADP
easat-3879	81	2	instance	instance	NOUN
easat-3879	81	3	,	,	PUNCT
easat-3879	81	4	zhu	zhu	PROPN
easat-3879	81	5	and	and	CCONJ
easat-3879	81	6	zhang	zhang	PROPN
easat-3879	82	1	[	[	X
easat-3879	82	2	21	21	NUM
easat-3879	82	3	]	]	PUNCT
easat-3879	82	4	used	use	VERB
easat-3879	82	5	mf	mf	NOUN
easat-3879	82	6	-	-	PUNCT
easat-3879	82	7	dfa	dfa	NOUN
easat-3879	82	8	to	to	PART
easat-3879	82	9	study	study	VERB
easat-3879	82	10	the	the	DET
easat-3879	82	11	csi	csi	PROPN
easat-3879	82	12	800	800	NUM
easat-3879	82	13	index	index	NOUN
easat-3879	82	14	,	,	PUNCT
easat-3879	82	15	finding	find	VERB
easat-3879	82	16	that	that	SCONJ
easat-3879	82	17	the	the	DET
easat-3879	82	18	multifractal	multifractal	ADJ
easat-3879	82	19	properties	property	NOUN
easat-3879	82	20	of	of	ADP
easat-3879	82	21	the	the	DET
easat-3879	82	22	logarithmic	logarithmic	ADJ
easat-3879	82	23	returns	return	NOUN
easat-3879	82	24	varied	vary	VERB
easat-3879	82	25	by	by	ADP
easat-3879	82	26	weighting	weight	VERB
easat-3879	82	27	order	order	NOUN
easat-3879	82	28	,	,	PUNCT
easat-3879	82	29	with	with	ADP
easat-3879	82	30	more	more	ADJ
easat-3879	82	31	pronounced	pronounced	ADJ
easat-3879	82	32	multifractality	multifractality	NOUN
easat-3879	82	33	for	for	ADP
easat-3879	82	34	certain	certain	ADJ
easat-3879	82	35	indices	index	NOUN
easat-3879	82	36	.	.	PUNCT
easat-3879	83	1	gu	gu	NOUN
easat-3879	83	2	and	and	CCONJ
easat-3879	83	3	huang	huang	PROPN
easat-3879	84	1	[	[	X
easat-3879	84	2	22	22	NUM
easat-3879	84	3	]	]	PUNCT
easat-3879	84	4	extended	extend	VERB
easat-3879	84	5	the	the	DET
easat-3879	84	6	analysis	analysis	NOUN
easat-3879	84	7	to	to	ADP
easat-3879	84	8	high	high	ADJ
easat-3879	84	9	-	-	PUNCT
easat-3879	84	10	frequency	frequency	NOUN
easat-3879	84	11	data	datum	NOUN
easat-3879	84	12	from	from	ADP
easat-3879	84	13	the	the	DET
easat-3879	84	14	shenzhen	shenzhen	PROPN
easat-3879	84	15	stock	stock	PROPN
easat-3879	84	16	exchange	exchange	PROPN
easat-3879	84	17	,	,	PUNCT
easat-3879	84	18	confirming	confirm	VERB
easat-3879	84	19	that	that	SCONJ
easat-3879	84	20	fluctuations	fluctuation	NOUN
easat-3879	84	21	exhibited	exhibit	VERB
easat-3879	84	22	multifractality	multifractality	NOUN
easat-3879	84	23	due	due	ADP
easat-3879	84	24	to	to	ADP
easat-3879	84	25	both	both	PRON
easat-3879	84	26	long	long	ADJ
easat-3879	84	27	-	-	PUNCT
easat-3879	84	28	term	term	NOUN
easat-3879	84	29	correlations	correlation	NOUN
easat-3879	84	30	and	and	CCONJ
easat-3879	84	31	fat	fat	ADJ
easat-3879	84	32	-	-	PUNCT
easat-3879	84	33	tailed	tail	VERB
easat-3879	84	34	distributions	distribution	NOUN
easat-3879	84	35	.	.	PUNCT
easat-3879	85	1	similarly	similarly	ADV
easat-3879	85	2	,	,	PUNCT
easat-3879	85	3	chenyu	chenyu	VERB
easat-3879	85	4	et	et	PROPN
easat-3879	85	5	al	al	PROPN
easat-3879	85	6	.	.	PUNCT
easat-3879	86	1	[	[	X
easat-3879	86	2	23	23	NUM
easat-3879	86	3	]	]	PUNCT
easat-3879	86	4	applied	apply	VERB
easat-3879	86	5	mf	mf	NOUN
easat-3879	86	6	-	-	PUNCT
easat-3879	86	7	dfa	dfa	NOUN
easat-3879	86	8	to	to	ADP
easat-3879	86	9	foreign	foreign	ADJ
easat-3879	86	10	exchange	exchange	NOUN
easat-3879	86	11	markets	market	NOUN
easat-3879	86	12	,	,	PUNCT
easat-3879	86	13	revealing	reveal	VERB
easat-3879	86	14	significant	significant	ADJ
easat-3879	86	15	multifractal	multifractal	ADJ
easat-3879	86	16	properties	property	NOUN
easat-3879	86	17	in	in	ADP
easat-3879	86	18	the	the	DET
easat-3879	86	19	eur	eur	PROPN
easat-3879	86	20	,	,	PUNCT
easat-3879	86	21	gbp	gbp	NOUN
easat-3879	86	22	,	,	PUNCT
easat-3879	86	23	cad	cad	PROPN
easat-3879	86	24	,	,	PUNCT
easat-3879	86	25	and	and	CCONJ
easat-3879	86	26	jpy	jpy	PROPN
easat-3879	86	27	exchange	exchange	NOUN
easat-3879	86	28	rates	rate	NOUN
easat-3879	86	29	,	,	PUNCT
easat-3879	86	30	with	with	ADP
easat-3879	86	31	long	long	ADJ
easat-3879	86	32	-	-	PUNCT
easat-3879	86	33	term	term	NOUN
easat-3879	86	34	correlations	correlation	NOUN
easat-3879	86	35	and	and	CCONJ
easat-3879	86	36	fat	fat	ADJ
easat-3879	86	37	-	-	PUNCT
easat-3879	86	38	tailed	tail	VERB
easat-3879	86	39	distributions	distribution	NOUN
easat-3879	86	40	as	as	ADP
easat-3879	86	41	the	the	DET
easat-3879	86	42	key	key	ADJ
easat-3879	86	43	contributors	contributor	NOUN
easat-3879	86	44	.	.	PUNCT
easat-3879	87	1	faheem	faheem	PROPN
easat-3879	87	2	et	et	PROPN
easat-3879	87	3	al	al	PROPN
easat-3879	87	4	.	.	PUNCT
easat-3879	88	1	[	[	X
easat-3879	88	2	24	24	NUM
easat-3879	88	3	]	]	PUNCT
easat-3879	88	4	analyzed	analyze	VERB
easat-3879	88	5	long	long	ADJ
easat-3879	88	6	-	-	PUNCT
easat-3879	88	7	term	term	NOUN
easat-3879	88	8	dependence	dependence	NOUN
easat-3879	88	9	and	and	CCONJ
easat-3879	88	10	multifractal	multifractal	ADJ
easat-3879	88	11	parameters	parameter	NOUN
easat-3879	88	12	in	in	ADP
easat-3879	88	13	stock	stock	NOUN
easat-3879	88	14	indices	index	NOUN
easat-3879	88	15	from	from	ADP
easat-3879	88	16	nine	nine	NUM
easat-3879	88	17	msci	msci	PROPN
easat-3879	88	18	emerging	emerge	VERB
easat-3879	88	19	asian	asian	ADJ
easat-3879	88	20	economies	economy	NOUN
easat-3879	88	21	and	and	CCONJ
easat-3879	88	22	found	find	VERB
easat-3879	88	23	varying	vary	VERB
easat-3879	88	24	degrees	degree	NOUN
easat-3879	88	25	of	of	ADP
easat-3879	88	26	multifractality	multifractality	NOUN
easat-3879	88	27	.	.	PUNCT
easat-3879	89	1	this	this	DET
easat-3879	89	2	dound	dound	NOUN
easat-3879	89	3	that	that	PRON
easat-3879	89	4	markets	market	VERB
easat-3879	89	5	with	with	ADP
easat-3879	89	6	higher	high	ADJ
easat-3879	89	7	long	long	ADJ
easat-3879	89	8	-	-	PUNCT
easat-3879	89	9	term	term	NOUN
easat-3879	89	10	dependence	dependence	NOUN
easat-3879	89	11	,	,	PUNCT
easat-3879	89	12	such	such	ADJ
easat-3879	89	13	as	as	ADP
easat-3879	89	14	india	india	PROPN
easat-3879	89	15	and	and	CCONJ
easat-3879	89	16	malaysia	malaysia	PROPN
easat-3879	89	17	,	,	PUNCT
easat-3879	89	18	exhibited	exhibit	VERB
easat-3879	89	19	stronger	strong	ADJ
easat-3879	89	20	multifractal	multifractal	ADJ
easat-3879	89	21	behavior	behavior	NOUN
easat-3879	89	22	,	,	PUNCT
easat-3879	89	23	aligning	align	VERB
easat-3879	89	24	with	with	ADP
easat-3879	89	25	the	the	DET
easat-3879	89	26	fractal	fractal	ADJ
easat-3879	89	27	market	market	NOUN
easat-3879	89	28	hypothesis	hypothesis	NOUN
easat-3879	89	29	.	.	PUNCT
easat-3879	90	1	datta	datta	NOUN
easat-3879	91	1	[	[	X
easat-3879	91	2	25	25	NUM
easat-3879	91	3	]	]	PUNCT
easat-3879	91	4	analyzed	analyze	VERB
easat-3879	91	5	the	the	DET
easat-3879	91	6	exchange	exchange	NOUN
easat-3879	91	7	rates	rate	NOUN
easat-3879	91	8	of	of	ADP
easat-3879	91	9	usd	usd	NOUN
easat-3879	91	10	,	,	PUNCT
easat-3879	91	11	gbp	gbp	NOUN
easat-3879	91	12	,	,	PUNCT
easat-3879	91	13	eur	eur	ADJ
easat-3879	91	14	,	,	PUNCT
easat-3879	91	15	and	and	CCONJ
easat-3879	91	16	jpy	jpy	PROPN
easat-3879	91	17	against	against	ADP
easat-3879	91	18	the	the	DET
easat-3879	91	19	indian	indian	ADJ
easat-3879	91	20	rupee	rupee	NOUN
easat-3879	91	21	,	,	PUNCT
easat-3879	91	22	identifying	identify	VERB
easat-3879	91	23	multifractal	multifractal	ADJ
easat-3879	91	24	characteristics	characteristic	NOUN
easat-3879	91	25	attributed	attribute	VERB
easat-3879	91	26	to	to	ADP
easat-3879	91	27	fat	fat	ADJ
easat-3879	91	28	-	-	PUNCT
easat-3879	91	29	tailed	tail	VERB
easat-3879	91	30	distributions	distribution	NOUN
easat-3879	91	31	in	in	ADP
easat-3879	91	32	the	the	DET
easat-3879	91	33	case	case	NOUN
easat-3879	91	34	of	of	ADP
easat-3879	91	35	usd	usd	NOUN
easat-3879	91	36	and	and	CCONJ
easat-3879	91	37	jpy	jpy	NOUN
easat-3879	91	38	,	,	PUNCT
easat-3879	91	39	and	and	CCONJ
easat-3879	91	40	both	both	DET
easat-3879	91	41	long	long	ADJ
easat-3879	91	42	-	-	PUNCT
easat-3879	91	43	term	term	NOUN
easat-3879	91	44	correlations	correlation	NOUN
easat-3879	91	45	and	and	CCONJ
easat-3879	91	46	fat	fat	ADJ
easat-3879	91	47	-	-	PUNCT
easat-3879	91	48	tailed	tail	VERB
easat-3879	91	49	distributions	distribution	NOUN
easat-3879	91	50	for	for	ADP
easat-3879	91	51	gbp	gbp	NOUN
easat-3879	91	52	and	and	CCONJ
easat-3879	91	53	eur	eur	NOUN
easat-3879	91	54	.	.	PUNCT
easat-3879	92	1	finally	finally	ADV
easat-3879	92	2	,	,	PUNCT
easat-3879	92	3	raza	raza	PROPN
easat-3879	92	4	et	et	PROPN
easat-3879	92	5	al	al	PROPN
easat-3879	92	6	.	.	PUNCT
easat-3879	93	1	[	[	X
easat-3879	93	2	26	26	NUM
easat-3879	93	3	]	]	PUNCT
easat-3879	93	4	explored	explore	VERB
easat-3879	93	5	the	the	DET
easat-3879	93	6	efficiency	efficiency	NOUN
easat-3879	93	7	of	of	ADP
easat-3879	93	8	conventional	conventional	ADJ
easat-3879	93	9	and	and	CCONJ
easat-3879	93	10	islamic	islamic	ADJ
easat-3879	93	11	sectoral	sectoral	ADJ
easat-3879	93	12	stock	stock	NOUN
easat-3879	93	13	markets	market	NOUN
easat-3879	93	14	,	,	PUNCT
easat-3879	93	15	finding	find	VERB
easat-3879	93	16	that	that	SCONJ
easat-3879	93	17	both	both	DET
easat-3879	93	18	markets	market	NOUN
easat-3879	93	19	exhibited	exhibit	VERB
easat-3879	93	20	multifractality	multifractality	NOUN
easat-3879	93	21	and	and	CCONJ
easat-3879	93	22	long	long	ADJ
easat-3879	93	23	-	-	PUNCT
easat-3879	93	24	term	term	NOUN
easat-3879	93	25	memory	memory	NOUN
easat-3879	93	26	,	,	PUNCT
easat-3879	93	27	with	with	ADP
easat-3879	93	28	differences	difference	NOUN
easat-3879	93	29	observed	observe	VERB
easat-3879	93	30	during	during	ADP
easat-3879	93	31	the	the	DET
easat-3879	93	32	covid-19	covid-19	PROPN
easat-3879	93	33	pandemic	pandemic	NOUN
easat-3879	93	34	in	in	ADP
easat-3879	93	35	sectoral	sectoral	ADJ
easat-3879	93	36	efficiency	efficiency	NOUN
easat-3879	93	37	.	.	PUNCT
easat-3879	94	1	overall	overall	ADV
easat-3879	94	2	,	,	PUNCT
easat-3879	94	3	this	this	DET
easat-3879	94	4	body	body	NOUN
easat-3879	94	5	of	of	ADP
easat-3879	94	6	literature	literature	NOUN
easat-3879	94	7	underscores	underscore	VERB
easat-3879	94	8	the	the	DET
easat-3879	94	9	widespread	widespread	ADJ
easat-3879	94	10	presence	presence	NOUN
easat-3879	94	11	of	of	ADP
easat-3879	94	12	multifractality	multifractality	NOUN
easat-3879	94	13	in	in	ADP
easat-3879	94	14	global	global	ADJ
easat-3879	94	15	financial	financial	ADJ
easat-3879	94	16	markets	market	NOUN
easat-3879	94	17	,	,	PUNCT
easat-3879	94	18	which	which	PRON
easat-3879	94	19	arises	arise	VERB
easat-3879	94	20	from	from	ADP
easat-3879	94	21	long	long	ADJ
easat-3879	94	22	-	-	PUNCT
easat-3879	94	23	term	term	NOUN
easat-3879	94	24	correlations	correlation	NOUN
easat-3879	94	25	and	and	CCONJ
easat-3879	94	26	fat	fat	ADJ
easat-3879	94	27	-	-	PUNCT
easat-3879	94	28	tailed	tail	VERB
easat-3879	94	29	distributions	distribution	NOUN
easat-3879	94	30	.	.	PUNCT
easat-3879	95	1	the	the	DET
easat-3879	95	2	findings	finding	NOUN
easat-3879	95	3	indicate	indicate	VERB
easat-3879	95	4	that	that	SCONJ
easat-3879	95	5	multifractal	multifractal	ADJ
easat-3879	95	6	analysis	analysis	NOUN
easat-3879	95	7	provides	provide	VERB
easat-3879	95	8	valuable	valuable	ADJ
easat-3879	95	9	insights	insight	NOUN
easat-3879	95	10	into	into	ADP
easat-3879	95	11	market	market	NOUN
easat-3879	95	12	inefficiencies	inefficiency	NOUN
easat-3879	95	13	and	and	CCONJ
easat-3879	95	14	complexities	complexity	NOUN
easat-3879	95	15	that	that	SCONJ
easat-3879	95	16	traditional	traditional	ADJ
easat-3879	95	17	models	model	NOUN
easat-3879	95	18	may	may	AUX
easat-3879	95	19	overlook	overlook	VERB
easat-3879	95	20	.	.	PUNCT
easat-3879	96	1	in	in	ADP
easat-3879	96	2	line	line	NOUN
easat-3879	96	3	with	with	ADP
easat-3879	96	4	previous	previous	ADJ
easat-3879	96	5	research	research	NOUN
easat-3879	96	6	,	,	PUNCT
easat-3879	96	7	the	the	DET
easat-3879	96	8	current	current	ADJ
easat-3879	96	9	study	study	NOUN
easat-3879	96	10	aims	aim	VERB
easat-3879	96	11	to	to	PART
easat-3879	96	12	assess	assess	VERB
easat-3879	96	13	the	the	DET
easat-3879	96	14	banking	banking	NOUN
easat-3879	96	15	efficiency	efficiency	NOUN
easat-3879	96	16	of	of	ADP
easat-3879	96	17	islamic	islamic	ADJ
easat-3879	96	18	stock	stock	NOUN
easat-3879	96	19	markets	market	NOUN
easat-3879	96	20	in	in	ADP
easat-3879	96	21	the	the	DET
easat-3879	96	22	asia	asia	PROPN
easat-3879	96	23	-	-	PUNCT
easat-3879	96	24	pacific	pacific	PROPN
easat-3879	96	25	region	region	NOUN
easat-3879	96	26	using	use	VERB
easat-3879	96	27	the	the	DET
easat-3879	96	28	mf	mf	NOUN
easat-3879	96	29	-	-	PUNCT
easat-3879	96	30	dfa	dfa	NOUN
easat-3879	96	31	method	method	NOUN
easat-3879	96	32	.	.	PUNCT
easat-3879	97	1	8818	8818	NUM
easat-3879	97	2	edelweiss	edelweiss	PROPN
easat-3879	97	3	applied	apply	VERB
easat-3879	97	4	science	science	NOUN
easat-3879	97	5	and	and	CCONJ
easat-3879	97	6	technology	technology	NOUN
easat-3879	97	7	issn	issn	PROPN
easat-3879	97	8	:	:	PUNCT
easat-3879	97	9	2576	2576	NUM
easat-3879	97	10	-	-	SYM
easat-3879	97	11	8484	8484	NUM
easat-3879	97	12	vol	vol	NOUN
easat-3879	97	13	.	.	PROPN
easat-3879	97	14	8	8	NUM
easat-3879	97	15	,	,	PUNCT
easat-3879	97	16	no	no	INTJ
easat-3879	97	17	.	.	NOUN
easat-3879	98	1	6	6	NUM
easat-3879	98	2	:	:	SYM
easat-3879	98	3	8815	8815	NUM
easat-3879	98	4	-	-	SYM
easat-3879	98	5	8832	8832	NUM
easat-3879	98	6	,	,	PUNCT
easat-3879	98	7	2024	2024	NUM
easat-3879	98	8	doi	doi	NOUN
easat-3879	98	9	:	:	PUNCT
easat-3879	98	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	98	11	©	©	PROPN
easat-3879	98	12	2024	2024	NUM
easat-3879	98	13	by	by	ADP
easat-3879	98	14	the	the	DET
easat-3879	98	15	authors	author	NOUN
easat-3879	98	16	;	;	PUNCT
easat-3879	98	17	licensee	licensee	PROPN
easat-3879	98	18	learning	learning	NOUN
easat-3879	98	19	gate	gate	NOUN
easat-3879	98	20	3	3	PROPN
easat-3879	98	21	.	.	PUNCT
easat-3879	98	22	methodology	methodology	PROPN
easat-3879	98	23	3.1	3.1	NUM
easat-3879	98	24	.	.	PUNCT
easat-3879	98	25	data	data	VERB
easat-3879	98	26	the	the	DET
easat-3879	98	27	data	datum	NOUN
easat-3879	98	28	for	for	ADP
easat-3879	98	29	this	this	DET
easat-3879	98	30	study	study	NOUN
easat-3879	98	31	consist	consist	NOUN
easat-3879	98	32	of	of	ADP
easat-3879	98	33	daily	daily	ADJ
easat-3879	98	34	closing	closing	NOUN
easat-3879	98	35	prices	price	NOUN
easat-3879	98	36	from	from	ADP
easat-3879	98	37	islamic	islamic	ADJ
easat-3879	98	38	indices	index	NOUN
easat-3879	98	39	across	across	ADP
easat-3879	98	40	six	six	NUM
easat-3879	98	41	stock	stock	NOUN
easat-3879	98	42	markets	market	NOUN
easat-3879	98	43	in	in	ADP
easat-3879	98	44	asia	asia	PROPN
easat-3879	98	45	-	-	PUNCT
easat-3879	98	46	pacific	pacific	PROPN
easat-3879	98	47	region	region	NOUN
easat-3879	98	48	:	:	PUNCT
easat-3879	99	1	china	china	PROPN
easat-3879	99	2	,	,	PUNCT
easat-3879	99	3	india	india	PROPN
easat-3879	99	4	,	,	PUNCT
easat-3879	99	5	indonesia	indonesia	PROPN
easat-3879	99	6	,	,	PUNCT
easat-3879	99	7	pakistan	pakistan	PROPN
easat-3879	99	8	,	,	PUNCT
easat-3879	99	9	malaysia	malaysia	PROPN
easat-3879	99	10	and	and	CCONJ
easat-3879	99	11	thailand	thailand	PROPN
easat-3879	99	12	.	.	PUNCT
easat-3879	100	1	these	these	DET
easat-3879	100	2	indices	index	NOUN
easat-3879	100	3	adhere	adhere	VERB
easat-3879	100	4	to	to	ADP
easat-3879	100	5	islamic	islamic	ADJ
easat-3879	100	6	finance	finance	NOUN
easat-3879	100	7	principles	principle	NOUN
easat-3879	100	8	,	,	PUNCT
easat-3879	100	9	prohibiting	prohibit	VERB
easat-3879	100	10	financial	financial	ADJ
easat-3879	100	11	activities	activity	NOUN
easat-3879	100	12	that	that	PRON
easat-3879	100	13	do	do	AUX
easat-3879	100	14	not	not	PART
easat-3879	100	15	comply	comply	VERB
easat-3879	100	16	with	with	ADP
easat-3879	100	17	sharia	sharia	PROPN
easat-3879	100	18	law	law	NOUN
easat-3879	100	19	.	.	PUNCT
easat-3879	101	1	the	the	DET
easat-3879	101	2	indices	index	NOUN
easat-3879	101	3	include	include	VERB
easat-3879	101	4	:	:	PUNCT
easat-3879	101	5	•	•	ADP
easat-3879	101	6	the	the	DET
easat-3879	101	7	ftse	ftse	PROPN
easat-3879	101	8	shariah	shariah	PROPN
easat-3879	101	9	china	china	PROPN
easat-3879	101	10	which	which	PRON
easat-3879	101	11	is	be	AUX
easat-3879	101	12	designed	design	VERB
easat-3879	101	13	to	to	PART
easat-3879	101	14	measure	measure	VERB
easat-3879	101	15	the	the	DET
easat-3879	101	16	performance	performance	NOUN
easat-3879	101	17	of	of	ADP
easat-3879	101	18	shariah	shariah	PROPN
easat-3879	101	19	-	-	PUNCT
easat-3879	101	20	compliant	compliant	ADJ
easat-3879	101	21	companies	company	NOUN
easat-3879	101	22	listed	list	VERB
easat-3879	101	23	in	in	ADP
easat-3879	101	24	china	china	PROPN
easat-3879	101	25	.	.	PUNCT
easat-3879	102	1	it	it	PRON
easat-3879	102	2	is	be	AUX
easat-3879	102	3	a	a	DET
easat-3879	102	4	part	part	NOUN
easat-3879	102	5	of	of	ADP
easat-3879	102	6	the	the	DET
easat-3879	102	7	ftse	ftse	PROPN
easat-3879	102	8	shariah	shariah	PROPN
easat-3879	102	9	global	global	PROPN
easat-3879	102	10	equity	equity	PROPN
easat-3879	102	11	index	index	NOUN
easat-3879	102	12	series	series	NOUN
easat-3879	102	13	.	.	PUNCT
easat-3879	103	1	•	•	NUM
easat-3879	103	2	the	the	DET
easat-3879	103	3	nifty	nifty	ADJ
easat-3879	103	4	500	500	NUM
easat-3879	103	5	shariah	shariah	PROPN
easat-3879	103	6	index	index	NOUN
easat-3879	103	7	is	be	AUX
easat-3879	103	8	an	an	DET
easat-3879	103	9	islamic	islamic	ADJ
easat-3879	103	10	equity	equity	NOUN
easat-3879	103	11	index	index	NOUN
easat-3879	103	12	derived	derive	VERB
easat-3879	103	13	from	from	ADP
easat-3879	103	14	the	the	DET
easat-3879	103	15	broader	broad	ADJ
easat-3879	103	16	nifty	nifty	ADJ
easat-3879	103	17	500	500	NUM
easat-3879	103	18	index	index	NOUN
easat-3879	103	19	,	,	PUNCT
easat-3879	103	20	which	which	PRON
easat-3879	103	21	tracks	track	VERB
easat-3879	103	22	the	the	DET
easat-3879	103	23	performance	performance	NOUN
easat-3879	103	24	of	of	ADP
easat-3879	103	25	the	the	DET
easat-3879	103	26	top	top	ADJ
easat-3879	103	27	500	500	NUM
easat-3879	103	28	companies	company	NOUN
easat-3879	103	29	listed	list	VERB
easat-3879	103	30	on	on	ADP
easat-3879	103	31	the	the	DET
easat-3879	103	32	national	national	PROPN
easat-3879	103	33	stock	stock	PROPN
easat-3879	103	34	exchange	exchange	PROPN
easat-3879	103	35	of	of	ADP
easat-3879	103	36	india	india	PROPN
easat-3879	103	37	(	(	PUNCT
easat-3879	103	38	nse	nse	NOUN
easat-3879	103	39	)	)	PUNCT
easat-3879	103	40	based	base	VERB
easat-3879	103	41	on	on	ADP
easat-3879	103	42	market	market	NOUN
easat-3879	103	43	capitalization	capitalization	NOUN
easat-3879	103	44	.	.	PUNCT
easat-3879	104	1	•	•	NUM
easat-3879	104	2	the	the	DET
easat-3879	104	3	jakarta	jakarta	PROPN
easat-3879	104	4	islamic	islamic	PROPN
easat-3879	104	5	index	index	PROPN
easat-3879	104	6	,	,	PUNCT
easat-3879	104	7	which	which	PRON
easat-3879	104	8	is	be	AUX
easat-3879	104	9	a	a	DET
easat-3879	104	10	stock	stock	NOUN
easat-3879	104	11	market	market	NOUN
easat-3879	104	12	index	index	NOUN
easat-3879	104	13	established	establish	VERB
easat-3879	104	14	on	on	ADP
easat-3879	104	15	the	the	DET
easat-3879	104	16	indonesia	indonesia	PROPN
easat-3879	104	17	stock	stock	PROPN
easat-3879	104	18	exchange	exchange	PROPN
easat-3879	104	19	(	(	PUNCT
easat-3879	104	20	idx	idx	PROPN
easat-3879	104	21	)	)	PUNCT
easat-3879	104	22	.	.	PUNCT
easat-3879	105	1	•	•	NUM
easat-3879	105	2	the	the	DET
easat-3879	105	3	karachi	karachi	PROPN
easat-3879	105	4	meezan	meezan	PROPN
easat-3879	105	5	30	30	NUM
easat-3879	105	6	is	be	AUX
easat-3879	105	7	a	a	DET
easat-3879	105	8	stock	stock	NOUN
easat-3879	105	9	market	market	NOUN
easat-3879	105	10	index	index	NOUN
easat-3879	105	11	that	that	PRON
easat-3879	105	12	tracks	track	VERB
easat-3879	105	13	the	the	DET
easat-3879	105	14	performance	performance	NOUN
easat-3879	105	15	of	of	ADP
easat-3879	105	16	the	the	DET
easat-3879	105	17	top	top	ADJ
easat-3879	105	18	30	30	NUM
easat-3879	105	19	shariahcompliant	shariahcompliant	ADJ
easat-3879	105	20	companies	company	NOUN
easat-3879	105	21	listed	list	VERB
easat-3879	105	22	on	on	ADP
easat-3879	105	23	the	the	DET
easat-3879	105	24	pakistan	pakistan	PROPN
easat-3879	105	25	stock	stock	PROPN
easat-3879	105	26	exchange	exchange	PROPN
easat-3879	105	27	(	(	PUNCT
easat-3879	105	28	psx	psx	PROPN
easat-3879	105	29	)	)	PUNCT
easat-3879	105	30	.	.	PUNCT
easat-3879	106	1	•	•	NUM
easat-3879	106	2	the	the	DET
easat-3879	106	3	ftse	ftse	PROPN
easat-3879	106	4	bursa	bursa	PROPN
easat-3879	106	5	malaysia	malaysia	PROPN
easat-3879	106	6	emas	emas	PROPN
easat-3879	106	7	shariah	shariah	PROPN
easat-3879	106	8	index	index	NOUN
easat-3879	106	9	is	be	AUX
easat-3879	106	10	a	a	DET
easat-3879	106	11	shariah	shariah	PROPN
easat-3879	106	12	-	-	PUNCT
easat-3879	106	13	compliant	compliant	ADJ
easat-3879	106	14	stock	stock	NOUN
easat-3879	106	15	market	market	NOUN
easat-3879	106	16	index	index	NOUN
easat-3879	106	17	that	that	PRON
easat-3879	106	18	comprises	comprise	VERB
easat-3879	106	19	a	a	DET
easat-3879	106	20	subset	subset	NOUN
easat-3879	106	21	of	of	ADP
easat-3879	106	22	the	the	DET
easat-3879	106	23	ftse	ftse	PROPN
easat-3879	106	24	bursa	bursa	PROPN
easat-3879	106	25	malaysia	malaysia	PROPN
easat-3879	106	26	emas	emas	PROPN
easat-3879	106	27	index	index	PROPN
easat-3879	106	28	.	.	PUNCT
easat-3879	107	1	•	•	NUM
easat-3879	107	2	the	the	DET
easat-3879	107	3	ftse	ftse	NOUN
easat-3879	107	4	set	set	VERB
easat-3879	107	5	shariah	shariah	PROPN
easat-3879	107	6	is	be	AUX
easat-3879	107	7	designed	design	VERB
easat-3879	107	8	to	to	PART
easat-3879	107	9	track	track	VERB
easat-3879	107	10	the	the	DET
easat-3879	107	11	performance	performance	NOUN
easat-3879	107	12	of	of	ADP
easat-3879	107	13	shariah	shariah	PROPN
easat-3879	107	14	-	-	PUNCT
easat-3879	107	15	compliant	compliant	ADJ
easat-3879	107	16	companies	company	NOUN
easat-3879	107	17	listed	list	VERB
easat-3879	107	18	on	on	ADP
easat-3879	107	19	the	the	DET
easat-3879	107	20	stock	stock	NOUN
easat-3879	107	21	exchange	exchange	PROPN
easat-3879	107	22	of	of	ADP
easat-3879	107	23	thailand	thailand	PROPN
easat-3879	107	24	(	(	PUNCT
easat-3879	107	25	set	set	PROPN
easat-3879	107	26	)	)	PUNCT
easat-3879	107	27	.	.	PUNCT
easat-3879	108	1	throughout	throughout	ADP
easat-3879	108	2	the	the	DET
easat-3879	108	3	remainder	remainder	NOUN
easat-3879	108	4	of	of	ADP
easat-3879	108	5	the	the	DET
easat-3879	108	6	paper	paper	NOUN
easat-3879	108	7	,	,	PUNCT
easat-3879	108	8	we	we	PRON
easat-3879	108	9	will	will	AUX
easat-3879	108	10	refer	refer	VERB
easat-3879	108	11	to	to	ADP
easat-3879	108	12	the	the	DET
easat-3879	108	13	six	six	NUM
easat-3879	108	14	indices	index	NOUN
easat-3879	108	15	by	by	ADP
easat-3879	108	16	china	china	PROPN
easat-3879	108	17	,	,	PUNCT
easat-3879	108	18	india	india	PROPN
easat-3879	108	19	,	,	PUNCT
easat-3879	108	20	jakarta	jakarta	PROPN
easat-3879	108	21	,	,	PUNCT
easat-3879	108	22	karachi	karachi	PROPN
easat-3879	108	23	,	,	PUNCT
easat-3879	108	24	malaysia	malaysia	PROPN
easat-3879	108	25	and	and	CCONJ
easat-3879	108	26	thailand	thailand	PROPN
easat-3879	108	27	.	.	PUNCT
easat-3879	109	1	the	the	DET
easat-3879	109	2	data	datum	NOUN
easat-3879	109	3	cover	cover	VERB
easat-3879	109	4	the	the	DET
easat-3879	109	5	period	period	NOUN
easat-3879	109	6	from	from	ADP
easat-3879	109	7	01/01/2011	01/01/2011	NUM
easat-3879	109	8	to	to	ADP
easat-3879	109	9	28/07/2024	28/07/2024	NUM
easat-3879	109	10	,	,	PUNCT
easat-3879	109	11	totaling	total	VERB
easat-3879	109	12	3332	3332	NUM
easat-3879	109	13	observations	observation	NOUN
easat-3879	109	14	.	.	PUNCT
easat-3879	110	1	they	they	PRON
easat-3879	110	2	were	be	AUX
easat-3879	110	3	downloaded	download	VERB
easat-3879	110	4	from	from	ADP
easat-3879	110	5	the	the	DET
easat-3879	110	6	website	website	NOUN
easat-3879	110	7	www.investing.com	www.investing.com	PROPN
easat-3879	110	8	.	.	PUNCT
easat-3879	111	1	the	the	DET
easat-3879	111	2	index	index	NOUN
easat-3879	111	3	prices	price	NOUN
easat-3879	111	4	were	be	AUX
easat-3879	111	5	then	then	ADV
easat-3879	111	6	converted	convert	VERB
easat-3879	111	7	into	into	ADP
easat-3879	111	8	logarithmic	logarithmic	ADJ
easat-3879	111	9	returns	return	NOUN
easat-3879	111	10	𝑟𝑡	𝑟𝑡	PROPN
easat-3879	111	11	=	=	SYM
easat-3879	111	12	𝑙𝑛	𝑙𝑛	NOUN
easat-3879	111	13	(	(	PUNCT
easat-3879	111	14	𝑃𝑡	𝑃𝑡	PROPN
easat-3879	111	15	𝑃𝑡−1	𝑃𝑡−1	VERB
easat-3879	111	16	)	)	PUNCT
easat-3879	112	1	=	=	PUNCT
easat-3879	112	2	𝑙𝑛(𝑃𝑡	𝑙𝑛(𝑃𝑡	ADJ
easat-3879	112	3	)	)	PUNCT
easat-3879	112	4	−	−	PROPN
easat-3879	112	5	𝑙𝑛(𝑃𝑡−1	𝑙𝑛(𝑃𝑡−1	NOUN
easat-3879	112	6	)	)	PUNCT
easat-3879	112	7	,	,	PUNCT
easat-3879	112	8	where	where	SCONJ
easat-3879	112	9	𝑃𝑡	𝑃𝑡	PROPN
easat-3879	112	10	denotes	denote	VERB
easat-3879	112	11	the	the	DET
easat-3879	112	12	index	index	NOUN
easat-3879	112	13	price	price	NOUN
easat-3879	112	14	and	and	CCONJ
easat-3879	112	15	𝑙𝑛	𝑙𝑛	NOUN
easat-3879	112	16	corresponds	correspond	VERB
easat-3879	112	17	to	to	ADP
easat-3879	112	18	the	the	DET
easat-3879	112	19	natural	natural	ADJ
easat-3879	112	20	logarithm	logarithm	NOUN
easat-3879	112	21	.	.	PUNCT
easat-3879	113	1	3.2	3.2	NUM
easat-3879	113	2	.	.	PUNCT
easat-3879	113	3	method	method	NOUN
easat-3879	113	4	in	in	ADP
easat-3879	113	5	this	this	DET
easat-3879	113	6	section	section	NOUN
easat-3879	113	7	,	,	PUNCT
easat-3879	113	8	we	we	PRON
easat-3879	113	9	will	will	AUX
easat-3879	113	10	present	present	VERB
easat-3879	113	11	the	the	DET
easat-3879	113	12	mf	mf	NOUN
easat-3879	113	13	-	-	PUNCT
easat-3879	113	14	dfa	dfa	NOUN
easat-3879	113	15	method	method	NOUN
easat-3879	113	16	according	accord	VERB
easat-3879	113	17	to	to	ADP
easat-3879	113	18	kantelhardt	kantelhardt	PROPN
easat-3879	113	19	et	et	PROPN
easat-3879	113	20	al	al	PROPN
easat-3879	113	21	.	.	PUNCT
easat-3879	114	1	[	[	X
easat-3879	114	2	10	10	NUM
easat-3879	114	3	]	]	PUNCT
easat-3879	114	4	.	.	PUNCT
easat-3879	114	5	mfdfa	mfdfa	PROPN
easat-3879	114	6	consists	consist	VERB
easat-3879	114	7	of	of	ADP
easat-3879	114	8	five	five	NUM
easat-3879	114	9	distinct	distinct	ADJ
easat-3879	114	10	steps	step	NOUN
easat-3879	114	11	.	.	PUNCT
easat-3879	115	1	consider	consider	VERB
easat-3879	115	2	a	a	DET
easat-3879	115	3	time	time	NOUN
easat-3879	115	4	series	series	NOUN
easat-3879	115	5	𝑋	𝑋	PROPN
easat-3879	115	6	=	=	SYM
easat-3879	115	7	(	(	PUNCT
easat-3879	115	8	𝑋(𝑘	𝑋(𝑘	NUM
easat-3879	115	9	)	)	PUNCT
easat-3879	115	10	)	)	PUNCT
easat-3879	115	11	1≤𝑘≤𝑁	1≤𝑘≤𝑁	NUM
easat-3879	115	12	,	,	PUNCT
easat-3879	115	13	representing	represent	VERB
easat-3879	115	14	a	a	DET
easat-3879	115	15	financial	financial	ADJ
easat-3879	115	16	series	series	NOUN
easat-3879	115	17	,	,	PUNCT
easat-3879	115	18	where	where	SCONJ
easat-3879	115	19	𝑁	𝑁	PROPN
easat-3879	115	20	is	be	AUX
easat-3879	115	21	the	the	DET
easat-3879	115	22	length	length	NOUN
easat-3879	115	23	of	of	ADP
easat-3879	115	24	the	the	DET
easat-3879	115	25	series	series	NOUN
easat-3879	115	26	.	.	PUNCT
easat-3879	116	1	it	it	PRON
easat-3879	116	2	is	be	AUX
easat-3879	116	3	assumed	assume	VERB
easat-3879	116	4	that	that	SCONJ
easat-3879	116	5	this	this	DET
easat-3879	116	6	series	series	NOUN
easat-3879	116	7	has	have	VERB
easat-3879	116	8	a	a	DET
easat-3879	116	9	compact	compact	ADJ
easat-3879	116	10	support	support	NOUN
easat-3879	116	11	,	,	PUNCT
easat-3879	116	12	meaning	mean	VERB
easat-3879	116	13	that	that	SCONJ
easat-3879	116	14	𝑋(𝑘	𝑋(𝑘	PUNCT
easat-3879	116	15	)	)	PUNCT
easat-3879	116	16	=	=	SYM
easat-3879	116	17	0	0	NUM
easat-3879	116	18	for	for	ADP
easat-3879	116	19	only	only	ADV
easat-3879	116	20	a	a	DET
easat-3879	116	21	negligible	negligible	ADJ
easat-3879	116	22	fraction	fraction	NOUN
easat-3879	116	23	of	of	ADP
easat-3879	116	24	the	the	DET
easat-3879	116	25	values	value	NOUN
easat-3879	116	26	.	.	PUNCT
easat-3879	117	1	step	step	NOUN
easat-3879	117	2	1	1	NUM
easat-3879	117	3	:	:	PUNCT
easat-3879	117	4	we	we	PRON
easat-3879	117	5	determine	determine	VERB
easat-3879	117	6	the	the	DET
easat-3879	117	7	profile	profile	NOUN
easat-3879	117	8	𝑌	𝑌	PROPN
easat-3879	117	9	=	=	SYM
easat-3879	117	10	(	(	PUNCT
easat-3879	117	11	𝑌(𝑖	𝑌(𝑖	NOUN
easat-3879	117	12	)	)	PUNCT
easat-3879	117	13	)	)	PUNCT
easat-3879	117	14	1≤𝑖≤𝑁	1≤𝑖≤𝑁	NUM
easat-3879	117	15	of	of	ADP
easat-3879	117	16	the	the	DET
easat-3879	117	17	series	series	NOUN
easat-3879	117	18	𝑋	𝑋	PROPN
easat-3879	117	19	defined	define	VERB
easat-3879	117	20	by	by	ADP
easat-3879	117	21	:	:	PUNCT
easat-3879	117	22	𝑌(𝑖	𝑌(𝑖	NUM
easat-3879	117	23	)	)	PUNCT
easat-3879	117	24	=	=	SYM
easat-3879	117	25	∑(𝑋(𝑘	∑(𝑋(𝑘	NUM
easat-3879	117	26	)	)	PUNCT
easat-3879	118	1	−	−	PRON
easat-3879	118	2	�	�	PROPN
easat-3879	118	3	̅	̅	NOUN
easat-3879	118	4	�	�	NOUN
easat-3879	118	5	)	)	PUNCT
easat-3879	118	6	𝑁	𝑁	PROPN
easat-3879	118	7	𝑘=1	𝑘=1	ADJ
easat-3879	118	8	(	(	PUNCT
easat-3879	118	9	1	1	X
easat-3879	118	10	)	)	PUNCT
easat-3879	118	11	where	where	SCONJ
easat-3879	118	12	�	�	NOUN
easat-3879	118	13	̅	̅	NOUN
easat-3879	118	14	�	�	NOUN
easat-3879	118	15	is	be	AUX
easat-3879	118	16	the	the	DET
easat-3879	118	17	mean	mean	NOUN
easat-3879	118	18	of	of	ADP
easat-3879	118	19	the	the	DET
easat-3879	118	20	series	series	NOUN
easat-3879	118	21	𝑋.	𝑋.	PROPN
easat-3879	118	22	step	step	NOUN
easat-3879	118	23	2	2	NUM
easat-3879	118	24	:	:	PUNCT
easat-3879	118	25	for	for	ADP
easat-3879	118	26	a	a	DET
easat-3879	118	27	given	give	VERB
easat-3879	118	28	time	time	NOUN
easat-3879	118	29	-	-	PUNCT
easat-3879	118	30	scale	scale	NOUN
easat-3879	118	31	𝑠	𝑠	NOUN
easat-3879	118	32	,	,	PUNCT
easat-3879	118	33	we	we	PRON
easat-3879	118	34	divide	divide	VERB
easat-3879	118	35	the	the	DET
easat-3879	118	36	profile	profile	NOUN
easat-3879	118	37	𝑌	𝑌	PROPN
easat-3879	118	38	into	into	ADP
easat-3879	118	39	𝑁𝑆	𝑁𝑆	NOUN
easat-3879	118	40	=	=	SYM
easat-3879	118	41	𝐼𝑛𝑡(𝑁	𝐼𝑛𝑡(𝑁	NUM
easat-3879	118	42	𝑠⁄	𝑠⁄	PROPN
easat-3879	118	43	)	)	PUNCT
easat-3879	118	44	non	non	ADJ
easat-3879	118	45	-	-	ADJ
easat-3879	118	46	overlapping	overlapping	ADJ
easat-3879	118	47	segments	segment	NOUN
easat-3879	118	48	of	of	ADP
easat-3879	118	49	the	the	DET
easat-3879	118	50	same	same	ADJ
easat-3879	118	51	length	length	NOUN
easat-3879	118	52	𝑠	𝑠	PROPN
easat-3879	118	53	,	,	PUNCT
easat-3879	118	54	where	where	SCONJ
easat-3879	118	55	𝐼𝑛𝑡	𝐼𝑛𝑡	PROPN
easat-3879	118	56	(	(	PUNCT
easat-3879	118	57	.	.	PUNCT
easat-3879	118	58	)	)	PUNCT
easat-3879	118	59	represents	represent	VERB
easat-3879	118	60	the	the	DET
easat-3879	118	61	function	function	NOUN
easat-3879	118	62	that	that	PRON
easat-3879	118	63	gives	give	VERB
easat-3879	118	64	the	the	DET
easat-3879	118	65	integer	integer	NOUN
easat-3879	118	66	part	part	NOUN
easat-3879	118	67	of	of	ADP
easat-3879	118	68	a	a	DET
easat-3879	118	69	real	real	ADJ
easat-3879	118	70	number	number	NOUN
easat-3879	118	71	.	.	PUNCT
easat-3879	119	1	based	base	VERB
easat-3879	119	2	on	on	ADP
easat-3879	119	3	the	the	DET
easat-3879	119	4	recommendations	recommendation	NOUN
easat-3879	119	5	of	of	ADP
easat-3879	119	6	peng	peng	PROPN
easat-3879	119	7	et	et	PROPN
easat-3879	119	8	al	al	PROPN
easat-3879	119	9	.	.	PUNCT
easat-3879	120	1	[	[	X
easat-3879	120	2	11	11	NUM
easat-3879	120	3	]	]	PUNCT
easat-3879	120	4	,	,	PUNCT
easat-3879	120	5	5	5	NUM
easat-3879	120	6	≤	≤	NUM
easat-3879	120	7	𝑠	𝑠	PRON
easat-3879	120	8	≤	≤	PROPN
easat-3879	120	9	𝑁/4	𝑁/4	PUNCT
easat-3879	120	10	is	be	AUX
easat-3879	120	11	traditionally	traditionally	ADV
easat-3879	120	12	selected	select	VERB
easat-3879	120	13	.	.	PUNCT
easat-3879	121	1	since	since	SCONJ
easat-3879	121	2	𝑁	𝑁	PROPN
easat-3879	121	3	is	be	AUX
easat-3879	121	4	generally	generally	ADV
easat-3879	121	5	not	not	PART
easat-3879	121	6	a	a	DET
easat-3879	121	7	multiple	multiple	NOUN
easat-3879	121	8	of	of	ADP
easat-3879	121	9	𝑠	𝑠	PROPN
easat-3879	121	10	,	,	PUNCT
easat-3879	121	11	a	a	DET
easat-3879	121	12	short	short	ADJ
easat-3879	121	13	part	part	NOUN
easat-3879	121	14	at	at	ADP
easat-3879	121	15	the	the	DET
easat-3879	121	16	end	end	NOUN
easat-3879	121	17	of	of	ADP
easat-3879	121	18	the	the	DET
easat-3879	121	19	profile	profile	NOUN
easat-3879	121	20	may	may	AUX
easat-3879	121	21	be	be	AUX
easat-3879	121	22	neglected	neglect	VERB
easat-3879	121	23	.	.	PUNCT
easat-3879	122	1	to	to	PART
easat-3879	122	2	incorporate	incorporate	VERB
easat-3879	122	3	all	all	DET
easat-3879	122	4	the	the	DET
easat-3879	122	5	ignored	ignore	VERB
easat-3879	122	6	parts	part	NOUN
easat-3879	122	7	of	of	ADP
easat-3879	122	8	the	the	DET
easat-3879	122	9	series	series	NOUN
easat-3879	122	10	,	,	PUNCT
easat-3879	122	11	the	the	DET
easat-3879	122	12	same	same	ADJ
easat-3879	122	13	procedure	procedure	NOUN
easat-3879	122	14	is	be	AUX
easat-3879	122	15	repeated	repeat	VERB
easat-3879	122	16	starting	start	VERB
easat-3879	122	17	from	from	ADP
easat-3879	122	18	the	the	DET
easat-3879	122	19	end	end	NOUN
easat-3879	122	20	of	of	ADP
easat-3879	122	21	the	the	DET
easat-3879	122	22	profile	profile	NOUN
easat-3879	122	23	.	.	PUNCT
easat-3879	123	1	thus	thus	ADV
easat-3879	123	2	,	,	PUNCT
easat-3879	123	3	we	we	PRON
easat-3879	123	4	obtain	obtain	VERB
easat-3879	123	5	2𝑁𝑆	2𝑁𝑆	NUM
easat-3879	123	6	segments	segment	NOUN
easat-3879	123	7	and	and	CCONJ
easat-3879	123	8	there	there	PRON
easat-3879	123	9	are	be	VERB
easat-3879	123	10	two	two	NUM
easat-3879	123	11	types	type	NOUN
easat-3879	123	12	of	of	ADP
easat-3879	123	13	segmentation	segmentation	NOUN
easat-3879	123	14	:	:	PUNCT
easat-3879	123	15	for	for	ADP
easat-3879	123	16	1	1	NUM
easat-3879	123	17	≤	≤	NUM
easat-3879	123	18	𝑖	𝑖	SYM
easat-3879	123	19	≤	≤	NUM
easat-3879	124	1	𝑠	𝑠	ADP
easat-3879	124	2	▪	▪	X
easat-3879	124	3	𝑌((𝑣	𝑌((𝑣	X
easat-3879	124	4	−	−	PROPN
easat-3879	124	5	1)𝑠	1)𝑠	NUM
easat-3879	125	1	+	+	CCONJ
easat-3879	125	2	i	i	NOUN
easat-3879	125	3	)	)	PUNCT
easat-3879	125	4	for	for	ADP
easat-3879	125	5	1	1	NUM
easat-3879	125	6	≤	≤	NOUN
easat-3879	125	7	𝑣	𝑣	DET
easat-3879	125	8	≤	≤	NUM
easat-3879	125	9	𝑁𝑆.	𝑁𝑆.	NOUN
easat-3879	125	10	▪	▪	ADJ
easat-3879	125	11	𝑌((𝑁	𝑌((𝑁	NOUN
easat-3879	125	12	−	−	NOUN
easat-3879	125	13	𝑣	𝑣	INTJ
easat-3879	125	14	−	−	PROPN
easat-3879	125	15	𝑁𝑆)𝑠	𝑁𝑆)𝑠	VERB
easat-3879	126	1	+	+	CCONJ
easat-3879	126	2	i	i	NOUN
easat-3879	126	3	)	)	PUNCT
easat-3879	126	4	for	for	ADP
easat-3879	126	5	𝑁𝑆	𝑁𝑆	PROPN
easat-3879	126	6	+	+	CCONJ
easat-3879	126	7	1	1	NUM
easat-3879	126	8	≤	≤	NUM
easat-3879	126	9	𝑣	𝑣	DET
easat-3879	126	10	≤	≤	ADJ
easat-3879	126	11	2𝑁𝑆	2𝑁𝑆	NUM
easat-3879	126	12	.	.	PUNCT
easat-3879	127	1	https://en.wikipedia.org/wiki/stock_market_index	https://en.wikipedia.org/wiki/stock_market_index	NOUN
easat-3879	127	2	https://en.wikipedia.org/wiki/indonesia_stock_exchange	https://en.wikipedia.org/wiki/indonesia_stock_exchange	NOUN
easat-3879	127	3	https://en.wikipedia.org/wiki/indonesia_stock_exchange	https://en.wikipedia.org/wiki/indonesia_stock_exchange	NOUN
easat-3879	127	4	http://www.investing.com/	http://www.investing.com/	ADJ
easat-3879	127	5	8819	8819	NUM
easat-3879	127	6	edelweiss	edelweiss	PROPN
easat-3879	127	7	applied	apply	VERB
easat-3879	127	8	science	science	NOUN
easat-3879	127	9	and	and	CCONJ
easat-3879	127	10	technology	technology	NOUN
easat-3879	127	11	issn	issn	PROPN
easat-3879	127	12	:	:	PUNCT
easat-3879	127	13	2576	2576	NUM
easat-3879	127	14	-	-	SYM
easat-3879	127	15	8484	8484	NUM
easat-3879	127	16	vol	vol	NOUN
easat-3879	127	17	.	.	PROPN
easat-3879	127	18	8	8	NUM
easat-3879	127	19	,	,	PUNCT
easat-3879	127	20	no	no	INTJ
easat-3879	127	21	.	.	NOUN
easat-3879	128	1	6	6	NUM
easat-3879	128	2	:	:	SYM
easat-3879	128	3	8815	8815	NUM
easat-3879	128	4	-	-	SYM
easat-3879	128	5	8832	8832	NUM
easat-3879	128	6	,	,	PUNCT
easat-3879	128	7	2024	2024	NUM
easat-3879	128	8	doi	doi	NOUN
easat-3879	128	9	:	:	PUNCT
easat-3879	128	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	128	11	©	©	PROPN
easat-3879	128	12	2024	2024	NUM
easat-3879	128	13	by	by	ADP
easat-3879	128	14	the	the	DET
easat-3879	128	15	authors	author	NOUN
easat-3879	128	16	;	;	PUNCT
easat-3879	128	17	licensee	licensee	PROPN
easat-3879	128	18	learning	learn	VERB
easat-3879	128	19	gate	gate	NOUN
easat-3879	128	20	in	in	ADP
easat-3879	128	21	each	each	DET
easat-3879	128	22	segment	segment	NOUN
easat-3879	128	23	,	,	PUNCT
easat-3879	128	24	we	we	PRON
easat-3879	128	25	use	use	VERB
easat-3879	128	26	the	the	DET
easat-3879	128	27	ordinary	ordinary	ADJ
easat-3879	128	28	least	least	ADJ
easat-3879	128	29	squares	square	NOUN
easat-3879	128	30	(	(	PUNCT
easat-3879	128	31	ols	ol	NOUN
easat-3879	128	32	)	)	PUNCT
easat-3879	128	33	method	method	NOUN
easat-3879	128	34	to	to	PART
easat-3879	128	35	properly	properly	ADV
easat-3879	128	36	fit	fit	VERB
easat-3879	128	37	the	the	DET
easat-3879	128	38	data	datum	NOUN
easat-3879	128	39	with	with	ADP
easat-3879	128	40	a	a	DET
easat-3879	128	41	local	local	ADJ
easat-3879	128	42	trend	trend	NOUN
easat-3879	128	43	.	.	PUNCT
easat-3879	129	1	in	in	ADP
easat-3879	129	2	this	this	DET
easat-3879	129	3	study	study	NOUN
easat-3879	129	4	,	,	PUNCT
easat-3879	129	5	we	we	PRON
easat-3879	129	6	denote	denote	VERB
easat-3879	129	7	by	by	ADP
easat-3879	129	8	𝑝𝑣	𝑝𝑣	PROPN
easat-3879	129	9	𝑚(𝑖	𝑚(𝑖	PROPN
easat-3879	129	10	)	)	PUNCT
easat-3879	130	1	the	the	DET
easat-3879	130	2	fitting	fitting	ADJ
easat-3879	130	3	polynomial	polynomial	NOUN
easat-3879	130	4	for	for	ADP
easat-3879	130	5	the	the	DET
easat-3879	130	6	𝑣-th	𝑣-th	ADJ
easat-3879	130	7	segment	segment	NOUN
easat-3879	130	8	:	:	PUNCT
easat-3879	130	9	for	for	ADP
easat-3879	130	10	1	1	NUM
easat-3879	130	11	≤	≤	NOUN
easat-3879	130	12	𝑣	𝑣	DET
easat-3879	130	13	≤	≤	NUM
easat-3879	130	14	2𝑁𝑆	2𝑁𝑆	NUM
easat-3879	130	15	𝑝𝑣	𝑝𝑣	NOUN
easat-3879	130	16	𝑚(𝑖	𝑚(𝑖	PROPN
easat-3879	130	17	)	)	PUNCT
easat-3879	131	1	=	=	SYM
easat-3879	131	2	𝛼0	𝛼0	PROPN
easat-3879	132	1	𝑣	𝑣	ADP
easat-3879	132	2	+	+	PROPN
easat-3879	132	3	𝛼1	𝛼1	PROPN
easat-3879	132	4	𝑣	𝑣	X
easat-3879	132	5	.	.	PUNCT
easat-3879	132	6	𝑖	𝑖	X
easat-3879	133	1	+	+	CCONJ
easat-3879	133	2	⋯	⋯	VERB
easat-3879	133	3	+	+	PROPN
easat-3879	133	4	𝛼𝑚	𝛼𝑚	VERB
easat-3879	133	5	𝑣	𝑣	PROPN
easat-3879	133	6	.	.	PUNCT
easat-3879	134	1	𝑖𝑚	𝑖𝑚	PROPN
easat-3879	134	2	(	(	PUNCT
easat-3879	134	3	2	2	X
easat-3879	134	4	)	)	PUNCT
easat-3879	134	5	in	in	ADP
easat-3879	134	6	the	the	DET
easat-3879	134	7	empirical	empirical	ADJ
easat-3879	134	8	study	study	NOUN
easat-3879	134	9	,	,	PUNCT
easat-3879	134	10	the	the	DET
easat-3879	134	11	order	order	NOUN
easat-3879	134	12	𝑚	𝑚	NOUN
easat-3879	134	13	can	can	AUX
easat-3879	134	14	be	be	AUX
easat-3879	134	15	quadratic	quadratic	ADJ
easat-3879	134	16	,	,	PUNCT
easat-3879	134	17	cubic	cubic	ADJ
easat-3879	134	18	,	,	PUNCT
easat-3879	134	19	or	or	CCONJ
easat-3879	134	20	even	even	ADV
easat-3879	134	21	of	of	ADP
easat-3879	134	22	a	a	DET
easat-3879	134	23	higher	high	ADJ
easat-3879	134	24	order	order	NOUN
easat-3879	134	25	.	.	PUNCT
easat-3879	135	1	choosing	choose	VERB
easat-3879	135	2	an	an	DET
easat-3879	135	3	appropriate	appropriate	ADJ
easat-3879	135	4	value	value	NOUN
easat-3879	135	5	of	of	ADP
easat-3879	135	6	𝑚	𝑚	PROPN
easat-3879	135	7	can	can	AUX
easat-3879	135	8	avoid	avoid	VERB
easat-3879	135	9	overfitting	overfitte	VERB
easat-3879	135	10	the	the	DET
easat-3879	135	11	series	series	NOUN
easat-3879	135	12	.	.	PUNCT
easat-3879	136	1	after	after	ADP
easat-3879	136	2	determining	determine	VERB
easat-3879	136	3	𝑝𝑣	𝑝𝑣	ADP
easat-3879	136	4	𝑚(𝑖	𝑚(𝑖	PROPN
easat-3879	136	5	)	)	PUNCT
easat-3879	136	6	,	,	PUNCT
easat-3879	136	7	we	we	PRON
easat-3879	136	8	calculate	calculate	VERB
easat-3879	136	9	the	the	DET
easat-3879	136	10	variances	variance	NOUN
easat-3879	136	11	𝐹2(𝑣	𝐹2(𝑣	PROPN
easat-3879	136	12	,	,	PUNCT
easat-3879	136	13	𝑠	𝑠	PROPN
easat-3879	136	14	)	)	PUNCT
easat-3879	136	15	for	for	ADP
easat-3879	136	16	all	all	DET
easat-3879	136	17	time	time	NOUN
easat-3879	136	18	scales	scale	VERB
easat-3879	136	19	𝑠	𝑠	INTJ
easat-3879	136	20	and	and	CCONJ
easat-3879	136	21	for	for	ADP
easat-3879	136	22	1	1	NUM
easat-3879	136	23	≤	≤	NOUN
easat-3879	136	24	𝑣	𝑣	DET
easat-3879	136	25	≤	≤	ADJ
easat-3879	136	26	2𝑁𝑆	2𝑁𝑆	NUM
easat-3879	136	27	.	.	PUNCT
easat-3879	137	1	the	the	DET
easat-3879	137	2	variance	variance	NOUN
easat-3879	137	3	𝐹2(𝑣	𝐹2(𝑣	PROPN
easat-3879	137	4	,	,	PUNCT
easat-3879	137	5	𝑠	𝑠	PROPN
easat-3879	137	6	)	)	PUNCT
easat-3879	137	7	is	be	AUX
easat-3879	137	8	defined	define	VERB
easat-3879	137	9	by	by	ADP
easat-3879	137	10	:	:	PUNCT
easat-3879	137	11	𝐹2(𝑣	𝐹2(𝑣	PROPN
easat-3879	137	12	,	,	PUNCT
easat-3879	137	13	𝑠	𝑠	PROPN
easat-3879	137	14	)	)	PUNCT
easat-3879	137	15	=	=	SYM
easat-3879	137	16	1	1	NUM
easat-3879	137	17	𝑠	𝑠	NUM
easat-3879	137	18	∑[𝑌((𝑣	∑[𝑌((𝑣	NOUN
easat-3879	138	1	−	−	PROPN
easat-3879	138	2	1)𝑠	1)𝑠	NUM
easat-3879	139	1	+	+	CCONJ
easat-3879	139	2	𝑖	𝑖	X
easat-3879	139	3	)	)	PUNCT
easat-3879	139	4	−	−	PROPN
easat-3879	139	5	𝑝𝑣	𝑝𝑣	PROPN
easat-3879	139	6	𝑚(𝑖	𝑚(𝑖	PROPN
easat-3879	139	7	)	)	PUNCT
easat-3879	139	8	]	]	PUNCT
easat-3879	139	9	2	2	NUM
easat-3879	139	10	𝑠	𝑠	INTJ
easat-3879	139	11	𝑖=1	𝑖=1	PROPN
easat-3879	139	12	(	(	PUNCT
easat-3879	139	13	3	3	X
easat-3879	139	14	)	)	PUNCT
easat-3879	139	15	for	for	ADP
easat-3879	139	16	1	1	NUM
easat-3879	139	17	≤	≤	NOUN
easat-3879	139	18	𝑣	𝑣	DET
easat-3879	139	19	≤	≤	ADJ
easat-3879	139	20	𝑁𝑆	𝑁𝑆	PROPN
easat-3879	139	21	,	,	PUNCT
easat-3879	139	22	and	and	CCONJ
easat-3879	139	23	:	:	PUNCT
easat-3879	139	24	𝐹2(𝑣	𝐹2(𝑣	PROPN
easat-3879	139	25	,	,	PUNCT
easat-3879	139	26	𝑠	𝑠	PROPN
easat-3879	139	27	)	)	PUNCT
easat-3879	139	28	=	=	SYM
easat-3879	140	1	1	1	NUM
easat-3879	140	2	𝑠	𝑠	NUM
easat-3879	140	3	∑[𝑌((𝑁	∑[𝑌((𝑁	NOUN
easat-3879	141	1	−	−	PROPN
easat-3879	142	1	𝑣	𝑣	DET
easat-3879	142	2	−	−	PROPN
easat-3879	142	3	𝑁𝑠)𝑠	𝑁𝑠)𝑠	PROPN
easat-3879	142	4	+	+	SYM
easat-3879	142	5	𝑖	𝑖	X
easat-3879	142	6	)	)	PUNCT
easat-3879	142	7	−	−	NOUN
easat-3879	142	8	𝑝𝑣	𝑝𝑣	PROPN
easat-3879	142	9	𝑚(𝑖	𝑚(𝑖	PROPN
easat-3879	142	10	)	)	PUNCT
easat-3879	142	11	]	]	PUNCT
easat-3879	143	1	2	2	NUM
easat-3879	143	2	𝑠	𝑠	INTJ
easat-3879	143	3	𝑖=1	𝑖=1	PROPN
easat-3879	143	4	(	(	PUNCT
easat-3879	143	5	4	4	NUM
easat-3879	143	6	)	)	PUNCT
easat-3879	143	7	for	for	ADP
easat-3879	143	8	𝑁𝑆	𝑁𝑆	PROPN
easat-3879	143	9	+	+	CCONJ
easat-3879	143	10	1	1	NUM
easat-3879	143	11	≤	≤	NOUN
easat-3879	143	12	𝑣	𝑣	DET
easat-3879	143	13	≤	≤	NUM
easat-3879	143	14	2𝑁𝑆.	2𝑁𝑆.	NUM
easat-3879	143	15	step	step	NOUN
easat-3879	143	16	4	4	NUM
easat-3879	143	17	:	:	PUNCT
easat-3879	143	18	by	by	ADP
easat-3879	143	19	averaging	average	VERB
easat-3879	143	20	the	the	DET
easat-3879	143	21	variances	variance	NOUN
easat-3879	143	22	over	over	ADP
easat-3879	143	23	all	all	DET
easat-3879	143	24	segments	segment	NOUN
easat-3879	143	25	,	,	PUNCT
easat-3879	143	26	we	we	PRON
easat-3879	143	27	obtain	obtain	VERB
easat-3879	143	28	the	the	DET
easat-3879	143	29	fluctuation	fluctuation	NOUN
easat-3879	143	30	function	function	NOUN
easat-3879	143	31	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	143	32	)	)	PUNCT
easat-3879	143	33	of	of	ADP
easat-3879	143	34	order	order	NOUN
easat-3879	143	35	𝑞	𝑞	AUX
easat-3879	143	36	defined	define	VERB
easat-3879	143	37	by	by	ADP
easat-3879	143	38	:	:	PUNCT
easat-3879	143	39	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	143	40	)	)	PUNCT
easat-3879	143	41	=	=	NOUN
easat-3879	144	1	[	[	PUNCT
easat-3879	144	2	1	1	NUM
easat-3879	144	3	2𝑁𝑆	2𝑁𝑆	NUM
easat-3879	144	4	∑(𝐹2(𝑣	∑(𝐹2(𝑣	NUM
easat-3879	144	5	,	,	PUNCT
easat-3879	144	6	𝑠	𝑠	NOUN
easat-3879	144	7	)	)	PUNCT
easat-3879	144	8	)	)	PUNCT
easat-3879	145	1	𝑞	𝑞	X
easat-3879	145	2	2	2	NUM
easat-3879	145	3	2𝑁𝑆	2𝑁𝑆	NUM
easat-3879	145	4	𝑖=1	𝑖=1	PUNCT
easat-3879	145	5	]	]	PUNCT
easat-3879	145	6	1	1	NUM
easat-3879	145	7	𝑞	𝑞	X
easat-3879	145	8	(	(	PUNCT
easat-3879	145	9	5	5	NUM
easat-3879	145	10	)	)	PUNCT
easat-3879	145	11	for	for	ADP
easat-3879	145	12	𝑞	𝑞	X
easat-3879	145	13	≠	≠	PROPN
easat-3879	145	14	0	0	NUM
easat-3879	145	15	,	,	PUNCT
easat-3879	145	16	and	and	CCONJ
easat-3879	145	17	:	:	PUNCT
easat-3879	145	18	𝐹0(𝑠	𝐹0(𝑠	X
easat-3879	145	19	)	)	PUNCT
easat-3879	145	20	=	=	PUNCT
easat-3879	145	21	𝑒𝑥𝑝	𝑒𝑥𝑝	INTJ
easat-3879	145	22	[	[	PUNCT
easat-3879	145	23	1	1	NUM
easat-3879	145	24	4𝑁𝑆	4𝑁𝑆	NUM
easat-3879	145	25	∑	∑	SYM
easat-3879	145	26	𝑙𝑛(𝐹2(𝑣	𝑙𝑛(𝐹2(𝑣	PROPN
easat-3879	145	27	,	,	PUNCT
easat-3879	145	28	𝑠	𝑠	NOUN
easat-3879	145	29	)	)	PUNCT
easat-3879	145	30	)	)	PUNCT
easat-3879	145	31	2𝑁𝑆	2𝑁𝑆	NUM
easat-3879	146	1	𝑖=1	𝑖=1	PUNCT
easat-3879	146	2	]	]	PUNCT
easat-3879	146	3	(	(	PUNCT
easat-3879	146	4	6	6	NUM
easat-3879	146	5	)	)	PUNCT
easat-3879	146	6	for	for	ADP
easat-3879	146	7	𝑞	𝑞	NOUN
easat-3879	146	8	=	=	PROPN
easat-3879	146	9	0	0	PROPN
easat-3879	146	10	.	.	PUNCT
easat-3879	147	1	the	the	DET
easat-3879	147	2	purpose	purpose	NOUN
easat-3879	147	3	of	of	ADP
easat-3879	147	4	the	the	DET
easat-3879	147	5	mf	mf	NOUN
easat-3879	147	6	-	-	PUNCT
easat-3879	147	7	dfa	dfa	NOUN
easat-3879	147	8	procedure	procedure	NOUN
easat-3879	147	9	is	be	AUX
easat-3879	147	10	primarily	primarily	ADV
easat-3879	147	11	to	to	PART
easat-3879	147	12	determine	determine	VERB
easat-3879	147	13	the	the	DET
easat-3879	147	14	behavior	behavior	NOUN
easat-3879	147	15	of	of	ADP
easat-3879	147	16	the	the	DET
easat-3879	147	17	fluctuation	fluctuation	NOUN
easat-3879	147	18	functions	function	NOUN
easat-3879	147	19	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	147	20	)	)	PUNCT
easat-3879	147	21	as	as	ADP
easat-3879	147	22	a	a	DET
easat-3879	147	23	function	function	NOUN
easat-3879	147	24	of	of	ADP
easat-3879	147	25	the	the	DET
easat-3879	147	26	time	time	NOUN
easat-3879	147	27	-	-	PUNCT
easat-3879	147	28	scale	scale	NOUN
easat-3879	147	29	𝑠	𝑠	NOUN
easat-3879	147	30	for	for	ADP
easat-3879	147	31	various	various	ADJ
easat-3879	147	32	values	value	NOUN
easat-3879	147	33	of	of	ADP
easat-3879	147	34	𝑞.	𝑞.	NOUN
easat-3879	147	35	to	to	ADP
easat-3879	147	36	this	this	DET
easat-3879	147	37	end	end	NOUN
easat-3879	147	38	,	,	PUNCT
easat-3879	147	39	steps	step	NOUN
easat-3879	147	40	2	2	NUM
easat-3879	147	41	through	through	ADP
easat-3879	147	42	4	4	NUM
easat-3879	147	43	must	must	AUX
easat-3879	147	44	be	be	AUX
easat-3879	147	45	repeated	repeat	VERB
easat-3879	147	46	for	for	ADP
easat-3879	147	47	different	different	ADJ
easat-3879	147	48	time	time	NOUN
easat-3879	147	49	scales	scale	NOUN
easat-3879	147	50	𝑠.	𝑠.	NOUN
easat-3879	147	51	step	step	NOUN
easat-3879	147	52	5	5	NUM
easat-3879	147	53	:	:	PUNCT
easat-3879	147	54	we	we	PRON
easat-3879	147	55	analyze	analyze	VERB
easat-3879	147	56	the	the	DET
easat-3879	147	57	multi	multi	ADJ
easat-3879	147	58	-	-	ADJ
easat-3879	147	59	scale	scale	ADJ
easat-3879	147	60	behavior	behavior	NOUN
easat-3879	147	61	of	of	ADP
easat-3879	147	62	the	the	DET
easat-3879	147	63	fluctuation	fluctuation	NOUN
easat-3879	147	64	functions	function	NOUN
easat-3879	147	65	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	147	66	)	)	PUNCT
easat-3879	147	67	by	by	ADP
easat-3879	147	68	estimating	estimate	VERB
easat-3879	147	69	the	the	DET
easat-3879	147	70	slope	slope	NOUN
easat-3879	147	71	of	of	ADP
easat-3879	147	72	the	the	DET
easat-3879	147	73	log	log	NOUN
easat-3879	147	74	-	-	PUNCT
easat-3879	147	75	log	log	NOUN
easat-3879	147	76	plots	plot	NOUN
easat-3879	147	77	of	of	ADP
easat-3879	147	78	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	147	79	)	)	PUNCT
easat-3879	147	80	versus	versus	ADP
easat-3879	147	81	𝑠	𝑠	PROPN
easat-3879	147	82	for	for	ADP
easat-3879	147	83	different	different	ADJ
easat-3879	147	84	values	value	NOUN
easat-3879	147	85	of	of	ADP
easat-3879	147	86	𝑞.	𝑞.	ADJ
easat-3879	147	87	if	if	SCONJ
easat-3879	147	88	the	the	DET
easat-3879	147	89	analyzed	analyze	VERB
easat-3879	147	90	time	time	NOUN
easat-3879	147	91	series	series	PROPN
easat-3879	147	92	exhibits	exhibit	VERB
easat-3879	147	93	long	long	ADJ
easat-3879	147	94	-	-	PUNCT
easat-3879	147	95	term	term	NOUN
easat-3879	147	96	correlation	correlation	NOUN
easat-3879	147	97	according	accord	VERB
easat-3879	147	98	to	to	ADP
easat-3879	147	99	a	a	DET
easat-3879	147	100	power	power	NOUN
easat-3879	147	101	-	-	PUNCT
easat-3879	147	102	law	law	NOUN
easat-3879	147	103	,	,	PUNCT
easat-3879	147	104	such	such	ADJ
easat-3879	147	105	as	as	ADP
easat-3879	147	106	fractal	fractal	ADJ
easat-3879	147	107	properties	property	NOUN
easat-3879	147	108	,	,	PUNCT
easat-3879	147	109	the	the	DET
easat-3879	147	110	fluctuation	fluctuation	NOUN
easat-3879	147	111	function	function	VERB
easat-3879	147	112	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	147	113	)	)	PUNCT
easat-3879	147	114	will	will	AUX
easat-3879	147	115	behave	behave	VERB
easat-3879	147	116	,	,	PUNCT
easat-3879	147	117	for	for	ADP
easat-3879	147	118	sufficiently	sufficiently	ADV
easat-3879	147	119	large	large	ADJ
easat-3879	147	120	values	value	NOUN
easat-3879	147	121	of	of	ADP
easat-3879	147	122	𝑠	𝑠	PROPN
easat-3879	147	123	,	,	PUNCT
easat-3879	147	124	according	accord	VERB
easat-3879	147	125	to	to	ADP
easat-3879	147	126	the	the	DET
easat-3879	147	127	following	follow	VERB
easat-3879	147	128	power	power	NOUN
easat-3879	147	129	-	-	PUNCT
easat-3879	147	130	law	law	NOUN
easat-3879	147	131	scaling	scale	VERB
easat-3879	147	132	law	law	NOUN
easat-3879	147	133	:	:	PUNCT
easat-3879	147	134	𝐹𝑞(𝑠)~𝑠𝐻(𝑞	𝐹𝑞(𝑠)~𝑠𝐻(𝑞	NUM
easat-3879	147	135	)	)	PUNCT
easat-3879	147	136	(	(	PUNCT
easat-3879	147	137	7	7	X
easat-3879	147	138	)	)	PUNCT
easat-3879	147	139	in	in	ADP
easat-3879	147	140	general	general	ADJ
easat-3879	147	141	,	,	PUNCT
easat-3879	147	142	the	the	DET
easat-3879	147	143	exponent	exponent	NOUN
easat-3879	147	144	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	147	145	)	)	PUNCT
easat-3879	147	146	can	can	AUX
easat-3879	147	147	depend	depend	VERB
easat-3879	147	148	on	on	ADP
easat-3879	147	149	𝑞.	𝑞.	ADJ
easat-3879	147	150	to	to	PART
easat-3879	147	151	estimate	estimate	VERB
easat-3879	147	152	the	the	DET
easat-3879	147	153	values	value	NOUN
easat-3879	147	154	of	of	ADP
easat-3879	147	155	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	147	156	)	)	PUNCT
easat-3879	147	157	for	for	ADP
easat-3879	147	158	different	different	ADJ
easat-3879	147	159	values	value	NOUN
easat-3879	147	160	of	of	ADP
easat-3879	147	161	𝑞	𝑞	PROPN
easat-3879	147	162	,	,	PUNCT
easat-3879	147	163	we	we	PRON
easat-3879	147	164	perform	perform	VERB
easat-3879	147	165	a	a	DET
easat-3879	147	166	semi	semi	ADJ
easat-3879	147	167	-	-	ADJ
easat-3879	147	168	logarithmic	logarithmic	ADJ
easat-3879	147	169	regression	regression	NOUN
easat-3879	147	170	of	of	ADP
easat-3879	147	171	the	the	DET
easat-3879	147	172	time	time	NOUN
easat-3879	147	173	series	series	PROPN
easat-3879	147	174	𝐻(𝑞	𝐻(𝑞	ADV
easat-3879	147	175	)	)	PUNCT
easat-3879	147	176	on	on	ADP
easat-3879	147	177	the	the	DET
easat-3879	147	178	time	time	NOUN
easat-3879	147	179	series	series	PROPN
easat-3879	147	180	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	147	181	)	)	PUNCT
easat-3879	147	182	.	.	PUNCT
easat-3879	148	1	if	if	SCONJ
easat-3879	148	2	stationary	stationary	ADJ
easat-3879	148	3	time	time	NOUN
easat-3879	148	4	series	series	PROPN
easat-3879	148	5	are	be	AUX
easat-3879	148	6	dealt	deal	VERB
easat-3879	148	7	with	with	ADP
easat-3879	148	8	,	,	PUNCT
easat-3879	148	9	only	only	ADV
easat-3879	148	10	the	the	DET
easat-3879	148	11	exponen	exponen	PROPN
easat-3879	148	12	𝐻(2	𝐻(2	PROPN
easat-3879	148	13	)	)	PUNCT
easat-3879	148	14	is	be	AUX
easat-3879	148	15	obtained	obtain	VERB
easat-3879	148	16	,	,	PUNCT
easat-3879	148	17	which	which	PRON
easat-3879	148	18	is	be	AUX
easat-3879	148	19	identically	identically	ADV
easat-3879	148	20	equal	equal	ADJ
easat-3879	148	21	to	to	ADP
easat-3879	148	22	the	the	DET
easat-3879	148	23	standard	standard	ADJ
easat-3879	148	24	hurst	hurst	PROPN
easat-3879	148	25	exponent	exponent	PROPN
easat-3879	148	26	𝐻.	𝐻.	PROPN
easat-3879	148	27	therefore	therefore	ADV
easat-3879	148	28	,	,	PUNCT
easat-3879	148	29	the	the	DET
easat-3879	148	30	exponent	exponent	NOUN
easat-3879	148	31	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	148	32	)	)	PUNCT
easat-3879	148	33	generalizes	generalize	VERB
easat-3879	148	34	the	the	DET
easat-3879	148	35	hurst	hurst	PROPN
easat-3879	148	36	exponent	exponent	NOUN
easat-3879	148	37	𝐻	𝐻	PROPN
easat-3879	148	38	and	and	CCONJ
easat-3879	148	39	is	be	AUX
easat-3879	148	40	commonly	commonly	ADV
easat-3879	148	41	referred	refer	VERB
easat-3879	148	42	to	to	ADP
easat-3879	148	43	as	as	ADP
easat-3879	148	44	the	the	DET
easat-3879	148	45	generalized	generalized	ADJ
easat-3879	148	46	hurst	hurst	PROPN
easat-3879	148	47	exponent	exponent	NOUN
easat-3879	148	48	.	.	PUNCT
easat-3879	149	1	to	to	PART
easat-3879	149	2	distinguish	distinguish	VERB
easat-3879	149	3	between	between	ADP
easat-3879	149	4	monofractal	monofractal	ADJ
easat-3879	149	5	and	and	CCONJ
easat-3879	149	6	multifractal	multifractal	ADJ
easat-3879	149	7	time	time	NOUN
easat-3879	149	8	series	series	NOUN
easat-3879	149	9	,	,	PUNCT
easat-3879	149	10	we	we	PRON
easat-3879	149	11	can	can	AUX
easat-3879	149	12	say	say	VERB
easat-3879	149	13	that	that	SCONJ
easat-3879	149	14	if	if	SCONJ
easat-3879	149	15	𝐻(𝑞	𝐻(𝑞	PRON
easat-3879	149	16	)	)	PUNCT
easat-3879	149	17	=	=	SYM
easat-3879	149	18	𝐻	𝐻	PROPN
easat-3879	149	19	for	for	ADP
easat-3879	149	20	all	all	DET
easat-3879	149	21	values	value	NOUN
easat-3879	149	22	of	of	ADP
easat-3879	149	23	𝑞	𝑞	PROPN
easat-3879	149	24	,	,	PUNCT
easat-3879	149	25	then	then	ADV
easat-3879	149	26	the	the	DET
easat-3879	149	27	studied	study	VERB
easat-3879	149	28	time	time	NOUN
easat-3879	149	29	series	series	NOUN
easat-3879	149	30	is	be	AUX
easat-3879	149	31	monofractal	monofractal	ADJ
easat-3879	149	32	;	;	PUNCT
easat-3879	149	33	otherwise	otherwise	ADV
easat-3879	149	34	,	,	PUNCT
easat-3879	149	35	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	149	36	)	)	PUNCT
easat-3879	149	37	is	be	AUX
easat-3879	149	38	a	a	DET
easat-3879	149	39	monotonically	monotonically	ADV
easat-3879	149	40	decreasing	decrease	VERB
easat-3879	149	41	function	function	NOUN
easat-3879	149	42	of	of	ADP
easat-3879	149	43	𝑞	𝑞	PROPN
easat-3879	149	44	,	,	PUNCT
easat-3879	149	45	and	and	CCONJ
easat-3879	149	46	the	the	DET
easat-3879	149	47	corresponding	corresponding	ADJ
easat-3879	149	48	time	time	NOUN
easat-3879	149	49	series	series	NOUN
easat-3879	149	50	is	be	AUX
easat-3879	149	51	multifractal	multifractal	ADJ
easat-3879	149	52	.	.	PUNCT
easat-3879	150	1	it	it	PRON
easat-3879	150	2	is	be	AUX
easat-3879	150	3	well	well	ADV
easat-3879	150	4	known	know	VERB
easat-3879	150	5	that	that	SCONJ
easat-3879	150	6	the	the	DET
easat-3879	150	7	generalized	generalized	ADJ
easat-3879	150	8	hurst	hurst	PROPN
easat-3879	150	9	exponent	exponent	PROPN
easat-3879	150	10	𝐻(𝑞	𝐻(𝑞	PROPN
easat-3879	150	11	)	)	PUNCT
easat-3879	150	12	is	be	AUX
easat-3879	150	13	directly	directly	ADV
easat-3879	150	14	related	relate	VERB
easat-3879	150	15	to	to	ADP
easat-3879	150	16	the	the	DET
easat-3879	150	17	multifractal	multifractal	ADJ
easat-3879	150	18	scaling	scaling	ADJ
easat-3879	150	19	exponent	exponent	NOUN
easat-3879	150	20	𝜏(𝑞	𝜏(𝑞	NOUN
easat-3879	150	21	)	)	PUNCT
easat-3879	150	22	,	,	PUNCT
easat-3879	150	23	commonly	commonly	ADV
easat-3879	150	24	known	know	VERB
easat-3879	150	25	as	as	ADP
easat-3879	150	26	the	the	DET
easat-3879	150	27	rényi	rényi	NOUN
easat-3879	150	28	exponent	exponent	NOUN
easat-3879	150	29	:	:	PUNCT
easat-3879	150	30	𝜏(𝑞	𝜏(𝑞	NOUN
easat-3879	150	31	)	)	PUNCT
easat-3879	150	32	=	=	SYM
easat-3879	150	33	𝑞.	𝑞.	NOUN
easat-3879	150	34	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	150	35	)	)	PUNCT
easat-3879	150	36	−	−	NOUN
easat-3879	150	37	1	1	NUM
easat-3879	150	38	(	(	PUNCT
easat-3879	150	39	8)	8)	NUM
easat-3879	150	40	it	it	PRON
easat-3879	150	41	is	be	AUX
easat-3879	150	42	clear	clear	ADJ
easat-3879	150	43	that	that	SCONJ
easat-3879	150	44	monofractal	monofractal	ADJ
easat-3879	150	45	time	time	NOUN
easat-3879	150	46	series	series	PROPN
easat-3879	150	47	are	be	AUX
easat-3879	150	48	characterized	characterize	VERB
easat-3879	150	49	by	by	ADP
easat-3879	150	50	a	a	DET
easat-3879	150	51	linear	linear	ADJ
easat-3879	150	52	form	form	NOUN
easat-3879	150	53	for	for	ADP
easat-3879	150	54	the	the	DET
easat-3879	150	55	rényi	rényi	NOUN
easat-3879	150	56	exponent	exponent	NOUN
easat-3879	150	57	:	:	PUNCT
easat-3879	150	58	8820	8820	NUM
easat-3879	150	59	edelweiss	edelweiss	PROPN
easat-3879	150	60	applied	apply	VERB
easat-3879	150	61	science	science	NOUN
easat-3879	150	62	and	and	CCONJ
easat-3879	150	63	technology	technology	NOUN
easat-3879	150	64	issn	issn	PROPN
easat-3879	150	65	:	:	PUNCT
easat-3879	150	66	2576	2576	NUM
easat-3879	150	67	-	-	SYM
easat-3879	150	68	8484	8484	NUM
easat-3879	150	69	vol	vol	NOUN
easat-3879	150	70	.	.	PROPN
easat-3879	151	1	8	8	NUM
easat-3879	151	2	,	,	PUNCT
easat-3879	151	3	no	no	INTJ
easat-3879	151	4	.	.	NOUN
easat-3879	152	1	6	6	NUM
easat-3879	152	2	:	:	SYM
easat-3879	152	3	8815	8815	NUM
easat-3879	152	4	-	-	SYM
easat-3879	152	5	8832	8832	NUM
easat-3879	152	6	,	,	PUNCT
easat-3879	152	7	2024	2024	NUM
easat-3879	152	8	doi	doi	NOUN
easat-3879	152	9	:	:	PUNCT
easat-3879	152	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	152	11	©	©	PROPN
easat-3879	152	12	2024	2024	NUM
easat-3879	152	13	by	by	ADP
easat-3879	152	14	the	the	DET
easat-3879	152	15	authors	author	NOUN
easat-3879	152	16	;	;	PUNCT
easat-3879	152	17	licensee	licensee	PROPN
easat-3879	152	18	learning	learning	NOUN
easat-3879	152	19	gate	gate	NOUN
easat-3879	152	20	𝜏(𝑞	𝜏(𝑞	NOUN
easat-3879	152	21	)	)	PUNCT
easat-3879	152	22	=	=	SYM
easat-3879	152	23	𝑞.	𝑞.	NOUN
easat-3879	152	24	𝐻	𝐻	NOUN
easat-3879	152	25	−	−	PROPN
easat-3879	152	26	1	1	NUM
easat-3879	152	27	(	(	PUNCT
easat-3879	152	28	9	9	NUM
easat-3879	152	29	)	)	PUNCT
easat-3879	152	30	where	where	SCONJ
easat-3879	152	31	𝐻	𝐻	PROPN
easat-3879	152	32	is	be	AUX
easat-3879	152	33	the	the	DET
easat-3879	152	34	hurst	hurst	PROPN
easat-3879	152	35	exponent	exponent	NOUN
easat-3879	152	36	.	.	PUNCT
easat-3879	153	1	another	another	DET
easat-3879	153	2	interesting	interesting	ADJ
easat-3879	153	3	way	way	NOUN
easat-3879	153	4	to	to	PART
easat-3879	153	5	characterize	characterize	VERB
easat-3879	153	6	the	the	DET
easat-3879	153	7	multifractality	multifractality	NOUN
easat-3879	153	8	of	of	ADP
easat-3879	153	9	time	time	NOUN
easat-3879	153	10	series	series	NOUN
easat-3879	153	11	is	be	AUX
easat-3879	153	12	to	to	PART
easat-3879	153	13	use	use	VERB
easat-3879	153	14	the	the	DET
easat-3879	153	15	hölder	hölder	NOUN
easat-3879	153	16	spectrum	spectrum	NOUN
easat-3879	153	17	or	or	CCONJ
easat-3879	153	18	the	the	DET
easat-3879	153	19	singularity	singularity	NOUN
easat-3879	153	20	spectrum	spectrum	NOUN
easat-3879	153	21	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	153	22	)	)	PUNCT
easat-3879	153	23	of	of	ADP
easat-3879	153	24	the	the	DET
easat-3879	153	25	hölder	hölder	NOUN
easat-3879	153	26	exponent	exponent	PROPN
easat-3879	153	27	𝛼.	𝛼.	NOUN
easat-3879	154	1	it	it	PRON
easat-3879	154	2	is	be	AUX
easat-3879	154	3	well	well	ADV
easat-3879	154	4	known	know	VERB
easat-3879	154	5	that	that	SCONJ
easat-3879	154	6	the	the	DET
easat-3879	154	7	singularity	singularity	NOUN
easat-3879	154	8	spectrum	spectrum	NOUN
easat-3879	154	9	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	154	10	)	)	PUNCT
easat-3879	154	11	is	be	AUX
easat-3879	154	12	related	relate	VERB
easat-3879	154	13	to	to	ADP
easat-3879	154	14	the	the	DET
easat-3879	154	15	rényi	rényi	NOUN
easat-3879	154	16	exponent	exponent	NOUN
easat-3879	154	17	𝜏(𝑞	𝜏(𝑞	PROPN
easat-3879	154	18	)	)	PUNCT
easat-3879	154	19	through	through	ADP
easat-3879	154	20	the	the	DET
easat-3879	154	21	legendre	legendre	PROPN
easat-3879	154	22	transform	transform	PROPN
easat-3879	154	23	:	:	PUNCT
easat-3879	154	24	{	{	PUNCT
easat-3879	154	25	𝛼	𝛼	X
easat-3879	154	26	=	=	SYM
easat-3879	154	27	𝜏′(𝑞	𝜏′(𝑞	PROPN
easat-3879	154	28	)	)	PUNCT
easat-3879	154	29	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	154	30	)	)	PUNCT
easat-3879	154	31	=	=	PUNCT
easat-3879	154	32	𝑞.	𝑞.	NOUN
easat-3879	154	33	𝛼	𝛼	NOUN
easat-3879	154	34	−	−	PROPN
easat-3879	154	35	𝜏(𝑞	𝜏(𝑞	NOUN
easat-3879	154	36	)	)	PUNCT
easat-3879	154	37	(	(	PUNCT
easat-3879	154	38	10	10	NUM
easat-3879	154	39	)	)	PUNCT
easat-3879	154	40	where	where	SCONJ
easat-3879	154	41	𝜏′(𝑞)is	𝜏′(𝑞)is	DET
easat-3879	154	42	the	the	DET
easat-3879	154	43	derivative	derivative	NOUN
easat-3879	154	44	of	of	ADP
easat-3879	154	45	the	the	DET
easat-3879	154	46	function	function	NOUN
easat-3879	154	47	𝜏(𝑞	𝜏(𝑞	PROPN
easat-3879	154	48	)	)	PUNCT
easat-3879	154	49	.	.	PUNCT
easat-3879	155	1	the	the	DET
easat-3879	155	2	richness	richness	NOUN
easat-3879	155	3	of	of	ADP
easat-3879	155	4	the	the	DET
easat-3879	155	5	multifractality	multifractality	NOUN
easat-3879	155	6	can	can	AUX
easat-3879	155	7	be	be	AUX
easat-3879	155	8	determined	determine	VERB
easat-3879	155	9	by	by	ADP
easat-3879	155	10	the	the	DET
easat-3879	155	11	width	width	NOUN
easat-3879	155	12	of	of	ADP
easat-3879	155	13	the	the	DET
easat-3879	155	14	spectrum	spectrum	NOUN
easat-3879	155	15	,	,	PUNCT
easat-3879	155	16	∆𝛼	∆𝛼	PROPN
easat-3879	155	17	=	=	SYM
easat-3879	155	18	𝛼𝑚𝑎𝑥	𝛼𝑚𝑎𝑥	NOUN
easat-3879	155	19	−	−	PROPN
easat-3879	155	20	𝛼𝑚𝑖𝑛.	𝛼𝑚𝑖𝑛.	NOUN
easat-3879	155	21	thus	thus	ADV
easat-3879	155	22	,	,	PUNCT
easat-3879	155	23	the	the	PRON
easat-3879	155	24	wider	wide	ADJ
easat-3879	155	25	the	the	DET
easat-3879	155	26	spectrum	spectrum	NOUN
easat-3879	155	27	,	,	PUNCT
easat-3879	155	28	the	the	PRON
easat-3879	155	29	richer	rich	ADJ
easat-3879	155	30	the	the	DET
easat-3879	155	31	multifractal	multifractal	ADJ
easat-3879	155	32	behavior	behavior	NOUN
easat-3879	155	33	of	of	ADP
easat-3879	155	34	the	the	DET
easat-3879	155	35	analyzed	analyze	VERB
easat-3879	155	36	time	time	NOUN
easat-3879	155	37	series	series	NOUN
easat-3879	155	38	.	.	PUNCT
easat-3879	156	1	we	we	PRON
easat-3879	156	2	can	can	AUX
easat-3879	156	3	easily	easily	ADV
easat-3879	156	4	deduce	deduce	VERB
easat-3879	156	5	the	the	DET
easat-3879	156	6	relationship	relationship	NOUN
easat-3879	156	7	between	between	ADP
easat-3879	156	8	the	the	DET
easat-3879	156	9	generalized	generalized	ADJ
easat-3879	156	10	hurst	hurst	PROPN
easat-3879	156	11	exponent	exponent	PROPN
easat-3879	156	12	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	156	13	)	)	PUNCT
easat-3879	156	14	and	and	CCONJ
easat-3879	156	15	the	the	DET
easat-3879	156	16	singularity	singularity	NOUN
easat-3879	156	17	spectrum	spectrum	NOUN
easat-3879	156	18	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	156	19	)	)	PUNCT
easat-3879	156	20	:	:	PUNCT
easat-3879	156	21	{	{	PUNCT
easat-3879	156	22	𝛼	𝛼	X
easat-3879	156	23	=	=	PUNCT
easat-3879	156	24	ℎ(𝑞	ℎ(𝑞	PROPN
easat-3879	156	25	)	)	PUNCT
easat-3879	156	26	+	+	CCONJ
easat-3879	156	27	𝑞.	𝑞.	ADJ
easat-3879	156	28	ℎ′(𝑞	ℎ′(𝑞	PROPN
easat-3879	156	29	)	)	PUNCT
easat-3879	156	30	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	156	31	)	)	PUNCT
easat-3879	156	32	=	=	SYM
easat-3879	156	33	𝑞.	𝑞.	NOUN
easat-3879	156	34	(	(	PUNCT
easat-3879	156	35	𝛼	𝛼	X
easat-3879	156	36	−	−	PROPN
easat-3879	156	37	ℎ(𝑞	ℎ(𝑞	PROPN
easat-3879	156	38	)	)	PUNCT
easat-3879	156	39	)	)	PUNCT
easat-3879	157	1	+	+	CCONJ
easat-3879	157	2	1	1	NUM
easat-3879	157	3	(	(	PUNCT
easat-3879	157	4	11	11	NUM
easat-3879	157	5	)	)	PUNCT
easat-3879	157	6	3.3	3.3	NUM
easat-3879	157	7	.	.	PUNCT
easat-3879	158	1	sources	source	NOUN
easat-3879	158	2	of	of	ADP
easat-3879	158	3	multifractality	multifractality	NOUN
easat-3879	158	4	kantelhardt	kantelhardt	PROPN
easat-3879	158	5	et	et	PROPN
easat-3879	158	6	al	al	PROPN
easat-3879	158	7	.	.	PUNCT
easat-3879	159	1	[	[	X
easat-3879	159	2	10	10	NUM
easat-3879	159	3	]	]	PUNCT
easat-3879	159	4	identified	identify	VERB
easat-3879	159	5	two	two	NUM
easat-3879	159	6	primary	primary	ADJ
easat-3879	159	7	sources	source	NOUN
easat-3879	159	8	of	of	ADP
easat-3879	159	9	multifractality	multifractality	NOUN
easat-3879	159	10	in	in	ADP
easat-3879	159	11	a	a	DET
easat-3879	159	12	time	time	NOUN
easat-3879	159	13	series	series	NOUN
easat-3879	159	14	,	,	PUNCT
easat-3879	159	15	long	long	ADJ
easat-3879	159	16	-	-	PUNCT
easat-3879	159	17	term	term	NOUN
easat-3879	159	18	temporal	temporal	ADJ
easat-3879	159	19	correlations	correlation	NOUN
easat-3879	159	20	and	and	CCONJ
easat-3879	159	21	heavy	heavy	ADJ
easat-3879	159	22	-	-	PUNCT
easat-3879	159	23	tailed	tail	VERB
easat-3879	159	24	distributions	distribution	NOUN
easat-3879	159	25	.	.	PUNCT
easat-3879	160	1	to	to	PART
easat-3879	160	2	determine	determine	VERB
easat-3879	160	3	how	how	SCONJ
easat-3879	160	4	each	each	DET
easat-3879	160	5	source	source	NOUN
easat-3879	160	6	contributes	contribute	VERB
easat-3879	160	7	to	to	ADP
easat-3879	160	8	the	the	DET
easat-3879	160	9	overall	overall	ADJ
easat-3879	160	10	multifractality	multifractality	NOUN
easat-3879	160	11	,	,	PUNCT
easat-3879	160	12	we	we	PRON
easat-3879	160	13	can	can	AUX
easat-3879	160	14	use	use	VERB
easat-3879	160	15	two	two	NUM
easat-3879	160	16	transformations	transformation	NOUN
easat-3879	160	17	on	on	ADP
easat-3879	160	18	the	the	DET
easat-3879	160	19	original	original	ADJ
easat-3879	160	20	return	return	NOUN
easat-3879	160	21	series	series	NOUN
easat-3879	160	22	,	,	PUNCT
easat-3879	160	23	namely	namely	ADV
easat-3879	160	24	the	the	DET
easat-3879	160	25	shuffling	shuffle	VERB
easat-3879	160	26	(	(	PUNCT
easat-3879	160	27	random	random	ADJ
easat-3879	160	28	permutation	permutation	NOUN
easat-3879	160	29	)	)	PUNCT
easat-3879	160	30	and	and	CCONJ
easat-3879	160	31	the	the	DET
easat-3879	160	32	surrogation	surrogation	NOUN
easat-3879	160	33	(	(	PUNCT
easat-3879	160	34	phase	phase	NOUN
easat-3879	160	35	randomization	randomization	NOUN
easat-3879	160	36	)	)	PUNCT
easat-3879	160	37	.	.	PUNCT
easat-3879	161	1	by	by	ADP
easat-3879	161	2	shuffling	shuffle	VERB
easat-3879	161	3	the	the	DET
easat-3879	161	4	return	return	NOUN
easat-3879	161	5	series	series	NOUN
easat-3879	161	6	,	,	PUNCT
easat-3879	161	7	the	the	DET
easat-3879	161	8	distribution	distribution	NOUN
easat-3879	161	9	of	of	ADP
easat-3879	161	10	different	different	ADJ
easat-3879	161	11	moments	moment	NOUN
easat-3879	161	12	is	be	AUX
easat-3879	161	13	preserved	preserve	VERB
easat-3879	161	14	,	,	PUNCT
easat-3879	161	15	but	but	CCONJ
easat-3879	161	16	long	long	ADJ
easat-3879	161	17	-	-	PUNCT
easat-3879	161	18	term	term	NOUN
easat-3879	161	19	correlations	correlation	NOUN
easat-3879	161	20	are	be	AUX
easat-3879	161	21	eliminated	eliminate	VERB
easat-3879	161	22	.	.	PUNCT
easat-3879	162	1	after	after	ADP
easat-3879	162	2	random	random	ADJ
easat-3879	162	3	permutation	permutation	NOUN
easat-3879	162	4	,	,	PUNCT
easat-3879	162	5	the	the	DET
easat-3879	162	6	data	datum	NOUN
easat-3879	162	7	have	have	VERB
easat-3879	162	8	the	the	DET
easat-3879	162	9	same	same	ADJ
easat-3879	162	10	distribution	distribution	NOUN
easat-3879	162	11	but	but	CCONJ
easat-3879	162	12	no	no	DET
easat-3879	162	13	temporal	temporal	ADJ
easat-3879	162	14	correlation	correlation	NOUN
easat-3879	162	15	or	or	CCONJ
easat-3879	162	16	memory	memory	NOUN
easat-3879	162	17	.	.	PUNCT
easat-3879	163	1	the	the	DET
easat-3879	163	2	surrogation	surrogation	NOUN
easat-3879	163	3	helps	help	VERB
easat-3879	163	4	isolate	isolate	VERB
easat-3879	163	5	the	the	DET
easat-3879	163	6	contribution	contribution	NOUN
easat-3879	163	7	of	of	ADP
easat-3879	163	8	long	long	ADJ
easat-3879	163	9	-	-	PUNCT
easat-3879	163	10	term	term	NOUN
easat-3879	163	11	correlations	correlation	NOUN
easat-3879	163	12	to	to	ADP
easat-3879	163	13	multifractality	multifractality	NOUN
easat-3879	163	14	by	by	ADP
easat-3879	163	15	randomly	randomly	ADV
easat-3879	163	16	shifting	shift	VERB
easat-3879	163	17	the	the	DET
easat-3879	163	18	temporal	temporal	ADJ
easat-3879	163	19	phases	phase	NOUN
easat-3879	163	20	of	of	ADP
easat-3879	163	21	the	the	DET
easat-3879	163	22	data	datum	NOUN
easat-3879	163	23	and	and	CCONJ
easat-3879	163	24	disrupting	disrupt	VERB
easat-3879	163	25	these	these	DET
easat-3879	163	26	correlations	correlation	NOUN
easat-3879	163	27	while	while	SCONJ
easat-3879	163	28	preserving	preserve	VERB
easat-3879	163	29	their	their	PRON
easat-3879	163	30	overall	overall	ADJ
easat-3879	163	31	fluctuation	fluctuation	NOUN
easat-3879	163	32	behavior	behavior	NOUN
easat-3879	163	33	.	.	PUNCT
easat-3879	164	1	in	in	ADP
easat-3879	164	2	the	the	DET
easat-3879	164	3	literature	literature	NOUN
easat-3879	164	4	,	,	PUNCT
easat-3879	164	5	there	there	PRON
easat-3879	164	6	are	be	VERB
easat-3879	164	7	various	various	ADJ
easat-3879	164	8	techniques	technique	NOUN
easat-3879	164	9	for	for	ADP
easat-3879	164	10	surrogation	surrogation	NOUN
easat-3879	164	11	:	:	PUNCT
easat-3879	164	12	•	•	NUM
easat-3879	164	13	inverse	inverse	NOUN
easat-3879	164	14	fast	fast	ADJ
easat-3879	164	15	fourier	fourier	NOUN
easat-3879	164	16	transform	transform	NOUN
easat-3879	164	17	(	(	PUNCT
easat-3879	164	18	ifft	ifft	PROPN
easat-3879	164	19	)	)	PUNCT
easat-3879	164	20	(	(	PUNCT
easat-3879	164	21	proakis	proaki	NOUN
easat-3879	164	22	et	et	PROPN
easat-3879	164	23	al	al	PROPN
easat-3879	164	24	.	.	PROPN
easat-3879	164	25	,	,	PUNCT
easat-3879	165	1	[	[	X
easat-3879	165	2	27	27	NUM
easat-3879	165	3	]	]	NUM
easat-3879	165	4	)	)	PUNCT
easat-3879	165	5	.	.	PUNCT
easat-3879	166	1	•	•	NUM
easat-3879	166	2	iterated	iterate	VERB
easat-3879	166	3	algorithm	algorithm	NOUN
easat-3879	166	4	(	(	PUNCT
easat-3879	166	5	iaaft	iaaft	PROPN
easat-3879	166	6	)	)	PUNCT
easat-3879	166	7	(	(	PUNCT
easat-3879	166	8	schreiber	schreiber	PROPN
easat-3879	166	9	and	and	CCONJ
easat-3879	166	10	schmitz	schmitz	PROPN
easat-3879	166	11	,	,	PUNCT
easat-3879	166	12	[	[	X
easat-3879	166	13	28	28	NUM
easat-3879	166	14	]	]	NUM
easat-3879	166	15	)	)	PUNCT
easat-3879	166	16	.	.	PUNCT
easat-3879	167	1	•	•	NUM
easat-3879	167	2	statically	statically	ADV
easat-3879	167	3	transformed	transform	VERB
easat-3879	167	4	autoregressive	autoregressive	ADJ
easat-3879	167	5	process	process	NOUN
easat-3879	167	6	(	(	PUNCT
easat-3879	167	7	stap	stap	NOUN
easat-3879	167	8	)	)	PUNCT
easat-3879	167	9	(	(	PUNCT
easat-3879	167	10	kugiumtzis	kugiumtzi	NOUN
easat-3879	167	11	,	,	PUNCT
easat-3879	167	12	[	[	X
easat-3879	167	13	29	29	NUM
easat-3879	167	14	]	]	PUNCT
easat-3879	167	15	)	)	PUNCT
easat-3879	167	16	in	in	ADP
easat-3879	167	17	this	this	DET
easat-3879	167	18	study	study	NOUN
easat-3879	167	19	,	,	PUNCT
easat-3879	167	20	we	we	PRON
easat-3879	167	21	used	use	VERB
easat-3879	167	22	two	two	NUM
easat-3879	167	23	shuffling	shuffle	VERB
easat-3879	167	24	techniques	technique	NOUN
easat-3879	167	25	,	,	PUNCT
easat-3879	167	26	based	base	VERB
easat-3879	167	27	on	on	ADP
easat-3879	167	28	two	two	NUM
easat-3879	167	29	functions	function	NOUN
easat-3879	167	30	“	"	PUNCT
easat-3879	167	31	randperm	randperm	PROPN
easat-3879	167	32	”	"	PUNCT
easat-3879	167	33	and	and	CCONJ
easat-3879	167	34	“	"	PUNCT
easat-3879	167	35	randi	randi	NOUN
easat-3879	167	36	”	"	PUNCT
easat-3879	167	37	.	.	PUNCT
easat-3879	168	1	for	for	ADP
easat-3879	168	2	the	the	DET
easat-3879	168	3	surrogation	surrogation	NOUN
easat-3879	168	4	we	we	PRON
easat-3879	168	5	applied	apply	VERB
easat-3879	168	6	the	the	DET
easat-3879	168	7	inverse	inverse	NOUN
easat-3879	168	8	fast	fast	ADJ
easat-3879	168	9	fourier	fourier	NOUN
easat-3879	168	10	transform	transform	NOUN
easat-3879	168	11	(	(	PUNCT
easat-3879	168	12	ifft	ifft	PROPN
easat-3879	168	13	)	)	PUNCT
easat-3879	168	14	method	method	NOUN
easat-3879	168	15	.	.	PUNCT
easat-3879	169	1	4	4	X
easat-3879	169	2	.	.	NOUN
easat-3879	169	3	results	result	NOUN
easat-3879	169	4	and	and	CCONJ
easat-3879	169	5	discussion	discussion	NOUN
easat-3879	169	6	in	in	ADP
easat-3879	169	7	this	this	DET
easat-3879	169	8	section	section	NOUN
easat-3879	169	9	,	,	PUNCT
easat-3879	169	10	we	we	PRON
easat-3879	169	11	begin	begin	VERB
easat-3879	169	12	by	by	ADP
easat-3879	169	13	applying	apply	VERB
easat-3879	169	14	the	the	DET
easat-3879	169	15	mf	mf	NOUN
easat-3879	169	16	-	-	PUNCT
easat-3879	169	17	dfa	dfa	NOUN
easat-3879	169	18	technique	technique	NOUN
easat-3879	169	19	to	to	PART
easat-3879	169	20	examine	examine	VERB
easat-3879	169	21	the	the	DET
easat-3879	169	22	multifractal	multifractal	ADJ
easat-3879	169	23	properties	property	NOUN
easat-3879	169	24	of	of	ADP
easat-3879	169	25	the	the	DET
easat-3879	169	26	original	original	ADJ
easat-3879	169	27	logarithmic	logarithmic	ADJ
easat-3879	169	28	return	return	NOUN
easat-3879	169	29	series	series	NOUN
easat-3879	169	30	of	of	ADP
easat-3879	169	31	the	the	DET
easat-3879	169	32	six	six	NUM
easat-3879	169	33	islamic	islamic	ADJ
easat-3879	169	34	indices	index	NOUN
easat-3879	169	35	,	,	PUNCT
easat-3879	169	36	followed	follow	VERB
easat-3879	169	37	by	by	ADP
easat-3879	169	38	an	an	DET
easat-3879	169	39	analysis	analysis	NOUN
easat-3879	169	40	to	to	PART
easat-3879	169	41	identify	identify	VERB
easat-3879	169	42	the	the	DET
easat-3879	169	43	sources	source	NOUN
easat-3879	169	44	of	of	ADP
easat-3879	169	45	this	this	DET
easat-3879	169	46	multifractality	multifractality	NOUN
easat-3879	169	47	.	.	PUNCT
easat-3879	170	1	4.1	4.1	NUM
easat-3879	170	2	.	.	PUNCT
easat-3879	171	1	multi	multi	ADJ
easat-3879	171	2	-	-	ADJ
easat-3879	171	3	scale	scale	ADJ
easat-3879	171	4	behavior	behavior	NOUN
easat-3879	171	5	of	of	ADP
easat-3879	171	6	the	the	DET
easat-3879	171	7	fluctuation	fluctuation	NOUN
easat-3879	171	8	functions	function	NOUN
easat-3879	171	9	we	we	PRON
easat-3879	171	10	analyzed	analyze	VERB
easat-3879	171	11	the	the	DET
easat-3879	171	12	multi	multi	ADJ
easat-3879	171	13	-	-	ADJ
easat-3879	171	14	scale	scale	ADJ
easat-3879	171	15	behavior	behavior	NOUN
easat-3879	171	16	of	of	ADP
easat-3879	171	17	the	the	DET
easat-3879	171	18	fluctuation	fluctuation	NOUN
easat-3879	171	19	functions	function	NOUN
easat-3879	171	20	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	171	21	)	)	PUNCT
easat-3879	171	22	with	with	ADP
easat-3879	171	23	respect	respect	NOUN
easat-3879	171	24	to	to	ADP
easat-3879	171	25	the	the	DET
easat-3879	171	26	timescales	timescale	NOUN
easat-3879	171	27	𝑠	𝑠	INTJ
easat-3879	171	28	within	within	ADP
easat-3879	171	29	the	the	DET
easat-3879	171	30	interval	interval	NOUN
easat-3879	171	31	𝑆	𝑆	PROPN
easat-3879	172	1	=	=	PUNCT
easat-3879	173	1	[	[	X
easat-3879	173	2	20	20	NUM
easat-3879	173	3	:	:	SYM
easat-3879	173	4	10	10	NUM
easat-3879	173	5	:	:	SYM
easat-3879	173	6	100,200	100,200	NUM
easat-3879	173	7	:	:	SYM
easat-3879	173	8	100	100	NUM
easat-3879	173	9	:	:	SYM
easat-3879	173	10	3000	3000	NUM
easat-3879	173	11	]	]	PUNCT
easat-3879	173	12	for	for	ADP
easat-3879	173	13	values	value	NOUN
easat-3879	173	14	of	of	ADP
easat-3879	173	15	𝑞	𝑞	PROPN
easat-3879	173	16	in	in	ADP
easat-3879	173	17	the	the	DET
easat-3879	173	18	interval	interval	NOUN
easat-3879	173	19	[	[	X
easat-3879	173	20	−45	−45	NOUN
easat-3879	173	21	:	:	PUNCT
easat-3879	173	22	5	5	NUM
easat-3879	173	23	:	:	PUNCT
easat-3879	173	24	−5	−5	ADJ
easat-3879	173	25	,	,	PUNCT
easat-3879	173	26	−2.1	−2.1	NUM
easat-3879	173	27	:	:	PUNCT
easat-3879	173	28	0.1	0.1	NUM
easat-3879	173	29	:	:	PUNCT
easat-3879	173	30	−0.1,0.1	−0.1,0.1	NUM
easat-3879	173	31	:	:	PUNCT
easat-3879	173	32	0.1	0.1	NUM
easat-3879	173	33	:	:	PUNCT
easat-3879	173	34	2.1,5	2.1,5	NUM
easat-3879	173	35	:	:	PUNCT
easat-3879	173	36	5	5	NUM
easat-3879	173	37	:	:	SYM
easat-3879	173	38	45	45	NUM
easat-3879	173	39	]	]	PUNCT
easat-3879	173	40	.	.	PUNCT
easat-3879	174	1	by	by	ADP
easat-3879	174	2	regressing	regress	VERB
easat-3879	174	3	𝐿𝑜𝑔	𝐿𝑜𝑔	PROPN
easat-3879	174	4	(	(	PUNCT
easat-3879	174	5	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NOUN
easat-3879	174	6	)	)	PUNCT
easat-3879	174	7	)	)	PUNCT
easat-3879	174	8	on	on	ADP
easat-3879	174	9	𝐿𝑜𝑔(𝑠	𝐿𝑜𝑔(𝑠	NOUN
easat-3879	174	10	)	)	PUNCT
easat-3879	174	11	,	,	PUNCT
easat-3879	174	12	we	we	PRON
easat-3879	174	13	obtain	obtain	VERB
easat-3879	174	14	an	an	DET
easat-3879	174	15	estimation	estimation	NOUN
easat-3879	174	16	of	of	ADP
easat-3879	174	17	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	174	18	)	)	PUNCT
easat-3879	174	19	:	:	PUNCT
easat-3879	175	1	𝐿𝑜𝑔	𝐿𝑜𝑔	PROPN
easat-3879	175	2	(	(	PUNCT
easat-3879	175	3	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	175	4	)	)	PUNCT
easat-3879	175	5	)	)	PUNCT
easat-3879	176	1	≈	≈	PROPN
easat-3879	176	2	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	176	3	)	)	PUNCT
easat-3879	176	4	.	.	PUNCT
easat-3879	177	1	𝐿𝑜𝑔(𝑠	𝐿𝑜𝑔(𝑠	PROPN
easat-3879	177	2	)	)	PUNCT
easat-3879	177	3	(	(	PUNCT
easat-3879	177	4	12	12	NUM
easat-3879	177	5	)	)	PUNCT
easat-3879	177	6	figure	figure	NOUN
easat-3879	177	7	1	1	NUM
easat-3879	177	8	shows	show	VERB
easat-3879	177	9	the	the	DET
easat-3879	177	10	logarithmic	logarithmic	ADJ
easat-3879	177	11	scale	scale	NOUN
easat-3879	177	12	plots	plot	NOUN
easat-3879	177	13	of	of	ADP
easat-3879	177	14	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	177	15	)	)	PUNCT
easat-3879	177	16	with	with	ADP
easat-3879	177	17	respect	respect	NOUN
easat-3879	177	18	to	to	ADP
easat-3879	177	19	𝑠	𝑠	PRON
easat-3879	177	20	for	for	ADP
easat-3879	177	21	9	9	NUM
easat-3879	177	22	values	value	NOUN
easat-3879	177	23	of	of	ADP
easat-3879	177	24	𝑞	𝑞	PRON
easat-3879	177	25	chosen	choose	VERB
easat-3879	177	26	from	from	ADP
easat-3879	177	27	{	{	PUNCT
easat-3879	177	28	−10	−10	PROPN
easat-3879	177	29	,	,	PUNCT
easat-3879	177	30	−5	−5	ADV
easat-3879	177	31	,	,	PUNCT
easat-3879	177	32	−2	−2	NOUN
easat-3879	177	33	,	,	PUNCT
easat-3879	177	34	−1	−1	NOUN
easat-3879	177	35	,	,	PUNCT
easat-3879	177	36	0	0	NUM
easat-3879	177	37	,	,	PUNCT
easat-3879	177	38	1	1	NUM
easat-3879	177	39	,	,	PUNCT
easat-3879	177	40	2	2	NUM
easat-3879	177	41	,	,	PUNCT
easat-3879	177	42	5	5	NUM
easat-3879	177	43	,	,	PUNCT
easat-3879	177	44	10	10	NUM
easat-3879	177	45	}	}	PUNCT
easat-3879	177	46	.	.	PUNCT
easat-3879	178	1	8821	8821	NUM
easat-3879	178	2	edelweiss	edelweiss	PROPN
easat-3879	178	3	applied	apply	VERB
easat-3879	178	4	science	science	NOUN
easat-3879	178	5	and	and	CCONJ
easat-3879	178	6	technology	technology	NOUN
easat-3879	178	7	issn	issn	PROPN
easat-3879	178	8	:	:	PUNCT
easat-3879	178	9	2576	2576	NUM
easat-3879	178	10	-	-	SYM
easat-3879	178	11	8484	8484	NUM
easat-3879	178	12	vol	vol	NOUN
easat-3879	178	13	.	.	PROPN
easat-3879	178	14	8	8	NUM
easat-3879	178	15	,	,	PUNCT
easat-3879	178	16	no	no	INTJ
easat-3879	178	17	.	.	NOUN
easat-3879	179	1	6	6	NUM
easat-3879	179	2	:	:	SYM
easat-3879	179	3	8815	8815	NUM
easat-3879	179	4	-	-	SYM
easat-3879	179	5	8832	8832	NUM
easat-3879	179	6	,	,	PUNCT
easat-3879	179	7	2024	2024	NUM
easat-3879	179	8	doi	doi	NOUN
easat-3879	179	9	:	:	PUNCT
easat-3879	179	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	179	11	©	©	PROPN
easat-3879	179	12	2024	2024	NUM
easat-3879	179	13	by	by	ADP
easat-3879	179	14	the	the	DET
easat-3879	179	15	authors	author	NOUN
easat-3879	179	16	;	;	PUNCT
easat-3879	179	17	licensee	licensee	PROPN
easat-3879	179	18	learning	learn	VERB
easat-3879	179	19	gate	gate	NOUN
easat-3879	179	20	figure	figure	NOUN
easat-3879	179	21	1	1	NUM
easat-3879	179	22	.	.	PUNCT
easat-3879	179	23	fluctuation	fluctuation	NOUN
easat-3879	179	24	functions	function	NOUN
easat-3879	179	25	𝐿𝑜𝑔	𝐿𝑜𝑔	PROPN
easat-3879	179	26	(	(	PUNCT
easat-3879	179	27	𝐹𝑞	𝐹𝑞	PROPN
easat-3879	179	28	𝑋𝑌(𝑠	𝑋𝑌(𝑠	NOUN
easat-3879	179	29	)	)	PUNCT
easat-3879	179	30	)	)	PUNCT
easat-3879	179	31	vs.	vs.	CCONJ
easat-3879	179	32	𝐿𝑜𝑔(𝑠	𝐿𝑜𝑔(𝑠	NOUN
easat-3879	179	33	)	)	PUNCT
easat-3879	179	34	4.2	4.2	NUM
easat-3879	179	35	.	.	PUNCT
easat-3879	180	1	generalized	generalize	VERB
easat-3879	180	2	hurst	hurst	PROPN
easat-3879	180	3	exponents	exponents	PROPN
easat-3879	180	4	𝐻(𝑞	𝐻(𝑞	ADV
easat-3879	180	5	)	)	PUNCT
easat-3879	180	6	the	the	DET
easat-3879	180	7	generalized	generalize	VERB
easat-3879	180	8	hurst	hurst	PROPN
easat-3879	180	9	exponents	exponents	PROPN
easat-3879	180	10	𝐻(𝑞	𝐻(𝑞	ADV
easat-3879	180	11	)	)	PUNCT
easat-3879	180	12	are	be	AUX
easat-3879	180	13	given	give	VERB
easat-3879	180	14	by	by	ADP
easat-3879	180	15	the	the	DET
easat-3879	180	16	slopes	slope	NOUN
easat-3879	180	17	of	of	ADP
easat-3879	180	18	the	the	DET
easat-3879	180	19	lines	line	NOUN
easat-3879	180	20	obtained	obtain	VERB
easat-3879	180	21	by	by	ADP
easat-3879	180	22	least	least	ADJ
easat-3879	180	23	squares	square	NOUN
easat-3879	180	24	fitting	fitting	ADJ
easat-3879	180	25	𝐿𝑜𝑔(𝑠	𝐿𝑜𝑔(𝑠	NOUN
easat-3879	180	26	)	)	PUNCT
easat-3879	180	27	on	on	ADP
easat-3879	180	28	𝐿𝑜𝑔	𝐿𝑜𝑔	PROPN
easat-3879	180	29	(	(	PUNCT
easat-3879	180	30	𝐹𝑞(𝑠	𝐹𝑞(𝑠	NUM
easat-3879	180	31	)	)	PUNCT
easat-3879	180	32	)	)	PUNCT
easat-3879	180	33	.	.	PUNCT
easat-3879	181	1	figure	figure	NOUN
easat-3879	181	2	2	2	NUM
easat-3879	181	3	shows	show	VERB
easat-3879	181	4	the	the	DET
easat-3879	181	5	plots	plot	NOUN
easat-3879	181	6	of	of	ADP
easat-3879	181	7	the	the	DET
easat-3879	181	8	generalized	generalized	ADJ
easat-3879	181	9	hurst	hurst	PROPN
easat-3879	181	10	exponents	exponents	PROPN
easat-3879	181	11	𝐻(𝑞	𝐻(𝑞	ADV
easat-3879	181	12	)	)	PUNCT
easat-3879	181	13	as	as	ADP
easat-3879	181	14	functions	function	NOUN
easat-3879	181	15	of	of	ADP
easat-3879	181	16	𝑞	𝑞	PROPN
easat-3879	181	17	∈	∈	PROPN
easat-3879	182	1	[	[	X
easat-3879	182	2	−45	−45	NOUN
easat-3879	182	3	:	:	PUNCT
easat-3879	182	4	5	5	NUM
easat-3879	182	5	:	:	PUNCT
easat-3879	182	6	−5	−5	ADJ
easat-3879	182	7	,	,	PUNCT
easat-3879	182	8	−2.1	−2.1	NUM
easat-3879	182	9	:	:	PUNCT
easat-3879	182	10	0.1	0.1	NUM
easat-3879	182	11	:	:	PUNCT
easat-3879	182	12	−0.1,0.1	−0.1,0.1	NUM
easat-3879	182	13	:	:	PUNCT
easat-3879	182	14	0.1	0.1	NUM
easat-3879	182	15	:	:	PUNCT
easat-3879	182	16	2.1,5	2.1,5	NUM
easat-3879	182	17	:	:	PUNCT
easat-3879	182	18	5	5	NUM
easat-3879	182	19	:	:	SYM
easat-3879	182	20	45	45	NUM
easat-3879	182	21	]	]	PUNCT
easat-3879	182	22	.	.	PUNCT
easat-3879	183	1	8822	8822	NUM
easat-3879	183	2	edelweiss	edelweiss	PROPN
easat-3879	183	3	applied	apply	VERB
easat-3879	183	4	science	science	NOUN
easat-3879	183	5	and	and	CCONJ
easat-3879	183	6	technology	technology	NOUN
easat-3879	183	7	issn	issn	PROPN
easat-3879	183	8	:	:	PUNCT
easat-3879	183	9	2576	2576	NUM
easat-3879	183	10	-	-	SYM
easat-3879	183	11	8484	8484	NUM
easat-3879	183	12	vol	vol	NOUN
easat-3879	183	13	.	.	PROPN
easat-3879	183	14	8	8	NUM
easat-3879	183	15	,	,	PUNCT
easat-3879	183	16	no	no	INTJ
easat-3879	183	17	.	.	NOUN
easat-3879	184	1	6	6	NUM
easat-3879	184	2	:	:	SYM
easat-3879	184	3	8815	8815	NUM
easat-3879	184	4	-	-	SYM
easat-3879	184	5	8832	8832	NUM
easat-3879	184	6	,	,	PUNCT
easat-3879	184	7	2024	2024	NUM
easat-3879	184	8	doi	doi	NOUN
easat-3879	184	9	:	:	PUNCT
easat-3879	184	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	184	11	©	©	PROPN
easat-3879	184	12	2024	2024	NUM
easat-3879	184	13	by	by	ADP
easat-3879	184	14	the	the	DET
easat-3879	184	15	authors	author	NOUN
easat-3879	184	16	;	;	PUNCT
easat-3879	184	17	licensee	licensee	PROPN
easat-3879	184	18	learning	learn	VERB
easat-3879	184	19	gate	gate	NOUN
easat-3879	184	20	figure	figure	NOUN
easat-3879	184	21	2	2	NUM
easat-3879	184	22	.	.	PUNCT
easat-3879	184	23	generalized	generalize	VERB
easat-3879	184	24	hurst	hurst	PROPN
easat-3879	184	25	exponents	exponents	PROPN
easat-3879	184	26	𝐻(𝑞	𝐻(𝑞	ADV
easat-3879	184	27	)	)	PUNCT
easat-3879	184	28	for	for	ADP
easat-3879	184	29	𝑞	𝑞	PROPN
easat-3879	184	30	in	in	ADP
easat-3879	184	31	the	the	DET
easat-3879	184	32	interval	interval	NOUN
easat-3879	184	33	[	[	X
easat-3879	184	34	−45	−45	NOUN
easat-3879	184	35	:	:	PUNCT
easat-3879	184	36	5	5	NUM
easat-3879	184	37	:	:	PUNCT
easat-3879	184	38	−5	−5	ADJ
easat-3879	184	39	,	,	PUNCT
easat-3879	184	40	−2.1	−2.1	NUM
easat-3879	184	41	:	:	PUNCT
easat-3879	184	42	0.1	0.1	NUM
easat-3879	184	43	:	:	PUNCT
easat-3879	184	44	−0.1,0.1	−0.1,0.1	NUM
easat-3879	184	45	:	:	PUNCT
easat-3879	184	46	0.1	0.1	NUM
easat-3879	184	47	:	:	PUNCT
easat-3879	184	48	2.1,5	2.1,5	NUM
easat-3879	184	49	:	:	PUNCT
easat-3879	184	50	5	5	NUM
easat-3879	184	51	:	:	SYM
easat-3879	184	52	45	45	NUM
easat-3879	184	53	]	]	PUNCT
easat-3879	184	54	.	.	PUNCT
easat-3879	185	1	as	as	ADP
easat-3879	185	2	shownin	shownin	VERB
easat-3879	185	3	the	the	DET
easat-3879	185	4	previous	previous	ADJ
easat-3879	185	5	figure	figure	NOUN
easat-3879	185	6	,	,	PUNCT
easat-3879	185	7	as	as	SCONJ
easat-3879	185	8	𝑞	𝑞	PROPN
easat-3879	185	9	increases	increase	VERB
easat-3879	185	10	from	from	ADP
easat-3879	185	11	-45	-45	PUNCT
easat-3879	185	12	to	to	ADP
easat-3879	185	13	45	45	NUM
easat-3879	185	14	,	,	PUNCT
easat-3879	185	15	the	the	DET
easat-3879	185	16	generalized	generalized	ADJ
easat-3879	185	17	hurst	hurst	PROPN
easat-3879	185	18	exponent	exponent	PROPN
easat-3879	185	19	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	185	20	)	)	PUNCT
easat-3879	185	21	decreases	decrease	VERB
easat-3879	185	22	non	non	ADJ
easat-3879	185	23	-	-	ADJ
easat-3879	185	24	linearly	linearly	ADV
easat-3879	185	25	.	.	PUNCT
easat-3879	186	1	this	this	PRON
easat-3879	186	2	indicates	indicate	VERB
easat-3879	186	3	that	that	SCONJ
easat-3879	186	4	the	the	DET
easat-3879	186	5	six	six	NUM
easat-3879	186	6	indices	index	NOUN
easat-3879	186	7	exhibit	exhibit	VERB
easat-3879	186	8	multifractal	multifractal	ADJ
easat-3879	186	9	nature	nature	NOUN
easat-3879	186	10	,	,	PUNCT
easat-3879	186	11	suggesting	suggest	VERB
easat-3879	186	12	a	a	DET
easat-3879	186	13	weak	weak	ADJ
easat-3879	186	14	form	form	NOUN
easat-3879	186	15	inefficiency	inefficiency	NOUN
easat-3879	186	16	of	of	ADP
easat-3879	186	17	the	the	DET
easat-3879	186	18	six	six	NUM
easat-3879	186	19	islamic	islamic	ADJ
easat-3879	186	20	stock	stock	NOUN
easat-3879	186	21	markets	market	NOUN
easat-3879	186	22	.	.	PUNCT
easat-3879	187	1	the	the	DET
easat-3879	187	2	degree	degree	NOUN
easat-3879	187	3	of	of	ADP
easat-3879	187	4	multifractality	multifractality	NOUN
easat-3879	187	5	in	in	ADP
easat-3879	187	6	the	the	DET
easat-3879	187	7	returns	return	NOUN
easat-3879	187	8	series	series	NOUN
easat-3879	187	9	of	of	ADP
easat-3879	187	10	the	the	DET
easat-3879	187	11	six	six	NUM
easat-3879	187	12	indices	index	NOUN
easat-3879	187	13	could	could	AUX
easat-3879	187	14	be	be	AUX
easat-3879	187	15	measured	measure	VERB
easat-3879	187	16	by	by	ADP
easat-3879	187	17	the	the	DET
easat-3879	187	18	difference	difference	NOUN
easat-3879	187	19	between	between	ADP
easat-3879	187	20	the	the	DET
easat-3879	187	21	smallest	small	ADJ
easat-3879	187	22	and	and	CCONJ
easat-3879	187	23	largest	large	ADJ
easat-3879	187	24	values	value	NOUN
easat-3879	187	25	of	of	ADP
easat-3879	187	26	𝐻(𝑞	𝐻(𝑞	ADV
easat-3879	187	27	):	):	PUNCT
easat-3879	187	28	∆𝐻	∆𝐻	PROPN
easat-3879	187	29	=	=	SYM
easat-3879	187	30	𝐻𝑚𝑎𝑥	𝐻𝑚𝑎𝑥	PROPN
easat-3879	187	31	−	−	PROPN
easat-3879	187	32	𝐻𝑚𝑖𝑛	𝐻𝑚𝑖𝑛	PROPN
easat-3879	187	33	=	=	SYM
easat-3879	187	34	𝐻(𝑞𝑚𝑖𝑛	𝐻(𝑞𝑚𝑖𝑛	NOUN
easat-3879	187	35	)	)	PUNCT
easat-3879	187	36	−	−	ADP
easat-3879	188	1	𝐻(𝑞𝑚𝑎𝑥	𝐻(𝑞𝑚𝑎𝑥	NOUN
easat-3879	188	2	)	)	PUNCT
easat-3879	188	3	(	(	PUNCT
easat-3879	188	4	13	13	NUM
easat-3879	188	5	)	)	PUNCT
easat-3879	188	6	8823	8823	NUM
easat-3879	188	7	edelweiss	edelweiss	PROPN
easat-3879	188	8	applied	apply	VERB
easat-3879	188	9	science	science	NOUN
easat-3879	188	10	and	and	CCONJ
easat-3879	188	11	technology	technology	NOUN
easat-3879	188	12	issn	issn	PROPN
easat-3879	188	13	:	:	PUNCT
easat-3879	188	14	2576	2576	NUM
easat-3879	188	15	-	-	SYM
easat-3879	188	16	8484	8484	NUM
easat-3879	188	17	vol	vol	NOUN
easat-3879	188	18	.	.	PROPN
easat-3879	188	19	8	8	NUM
easat-3879	188	20	,	,	PUNCT
easat-3879	188	21	no	no	INTJ
easat-3879	188	22	.	.	NOUN
easat-3879	188	23	6	6	NUM
easat-3879	188	24	:	:	SYM
easat-3879	188	25	8815	8815	NUM
easat-3879	188	26	-	-	SYM
easat-3879	188	27	8832	8832	NUM
easat-3879	188	28	,	,	PUNCT
easat-3879	188	29	2024	2024	NUM
easat-3879	188	30	doi	doi	NOUN
easat-3879	188	31	:	:	PUNCT
easat-3879	188	32	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	188	33	©	©	PROPN
easat-3879	188	34	2024	2024	NUM
easat-3879	188	35	by	by	ADP
easat-3879	188	36	the	the	DET
easat-3879	188	37	authors	author	NOUN
easat-3879	188	38	;	;	PUNCT
easat-3879	188	39	licensee	licensee	PROPN
easat-3879	188	40	learning	learning	NOUN
easat-3879	188	41	gate	gate	NOUN
easat-3879	188	42	for	for	ADP
easat-3879	188	43	a	a	DET
easat-3879	188	44	monofractal	monofractal	ADJ
easat-3879	188	45	series	series	NOUN
easat-3879	188	46	,	,	PUNCT
easat-3879	188	47	∆𝐻	∆𝐻	PROPN
easat-3879	188	48	=	=	SYM
easat-3879	188	49	0	0	NUM
easat-3879	188	50	is	be	AUX
easat-3879	188	51	obtained	obtain	VERB
easat-3879	188	52	.	.	PUNCT
easat-3879	189	1	the	the	DET
easat-3879	189	2	larger	large	ADJ
easat-3879	189	3	∆𝐻	∆𝐻	PROPN
easat-3879	189	4	is	be	AUX
easat-3879	189	5	,	,	PUNCT
easat-3879	189	6	the	the	PRON
easat-3879	189	7	higher	high	ADJ
easat-3879	189	8	the	the	DET
easat-3879	189	9	degree	degree	NOUN
easat-3879	189	10	of	of	ADP
easat-3879	189	11	multifractality	multifractality	NOUN
easat-3879	189	12	.	.	PUNCT
easat-3879	190	1	table	table	NOUN
easat-3879	190	2	1	1	NUM
easat-3879	190	3	presents	present	VERB
easat-3879	190	4	the	the	DET
easat-3879	190	5	degree	degree	NOUN
easat-3879	190	6	of	of	ADP
easat-3879	190	7	multifractality	multifractality	NOUN
easat-3879	190	8	for	for	ADP
easat-3879	190	9	the	the	DET
easat-3879	190	10	six	six	NUM
easat-3879	190	11	indices	index	NOUN
easat-3879	190	12	,	,	PUNCT
easat-3879	190	13	ordered	order	VERB
easat-3879	190	14	in	in	ADP
easat-3879	190	15	decreasing	decrease	VERB
easat-3879	190	16	order	order	NOUN
easat-3879	190	17	based	base	VERB
easat-3879	190	18	on	on	ADP
easat-3879	190	19	the	the	DET
easat-3879	190	20	generalized	generalized	ADJ
easat-3879	190	21	hurst	hurst	PROPN
easat-3879	190	22	exponent	exponent	PROPN
easat-3879	190	23	.	.	PUNCT
easat-3879	191	1	table	table	NOUN
easat-3879	191	2	1	1	NUM
easat-3879	191	3	.	.	PUNCT
easat-3879	191	4	degrees	degree	NOUN
easat-3879	191	5	of	of	ADP
easat-3879	191	6	multifractality	multifractality	NOUN
easat-3879	191	7	in	in	ADP
easat-3879	191	8	decreasing	decrease	VERB
easat-3879	191	9	order	order	NOUN
easat-3879	191	10	based	base	VERB
easat-3879	191	11	on	on	ADP
easat-3879	191	12	the	the	DET
easat-3879	191	13	generalized	generalized	ADJ
easat-3879	191	14	hurst	hurst	PROPN
easat-3879	191	15	exponent	exponent	NOUN
easat-3879	191	16	.	.	PUNCT
easat-3879	192	1	as	as	SCONJ
easat-3879	192	2	we	we	PRON
easat-3879	192	3	can	can	AUX
easat-3879	192	4	see	see	VERB
easat-3879	192	5	,	,	PUNCT
easat-3879	192	6	thailand	thailand	PROPN
easat-3879	192	7	presents	present	VERB
easat-3879	192	8	the	the	DET
easat-3879	192	9	highest	high	ADJ
easat-3879	192	10	degree	degree	NOUN
easat-3879	192	11	of	of	ADP
easat-3879	192	12	multifractality	multifractality	NOUN
easat-3879	192	13	,	,	PUNCT
easat-3879	192	14	followed	follow	VERB
easat-3879	192	15	by	by	ADP
easat-3879	192	16	jakarta	jakarta	PROPN
easat-3879	192	17	,	,	PUNCT
easat-3879	192	18	malaysia	malaysia	PROPN
easat-3879	192	19	,	,	PUNCT
easat-3879	192	20	india	india	PROPN
easat-3879	192	21	,	,	PUNCT
easat-3879	192	22	karachi	karachi	PROPN
easat-3879	192	23	and	and	CCONJ
easat-3879	192	24	china	china	PROPN
easat-3879	192	25	.	.	PUNCT
easat-3879	193	1	this	this	PRON
easat-3879	193	2	suggests	suggest	VERB
easat-3879	193	3	that	that	SCONJ
easat-3879	193	4	the	the	DET
easat-3879	193	5	economic	economic	ADJ
easat-3879	193	6	systems	system	NOUN
easat-3879	193	7	of	of	ADP
easat-3879	193	8	these	these	DET
easat-3879	193	9	countries	country	NOUN
easat-3879	193	10	exhibit	exhibit	VERB
easat-3879	193	11	varying	vary	VERB
easat-3879	193	12	levels	level	NOUN
easat-3879	193	13	of	of	ADP
easat-3879	193	14	complexity	complexity	NOUN
easat-3879	193	15	and	and	CCONJ
easat-3879	193	16	instability	instability	NOUN
easat-3879	193	17	.	.	PUNCT
easat-3879	194	1	thailand	thailand	PROPN
easat-3879	194	2	's	's	PART
easat-3879	194	3	high	high	ADJ
easat-3879	194	4	degree	degree	NOUN
easat-3879	194	5	of	of	ADP
easat-3879	194	6	multifractality	multifractality	NOUN
easat-3879	194	7	indicates	indicate	VERB
easat-3879	194	8	that	that	SCONJ
easat-3879	194	9	its	its	PRON
easat-3879	194	10	economic	economic	ADJ
easat-3879	194	11	system	system	NOUN
easat-3879	194	12	is	be	AUX
easat-3879	194	13	maybe	maybe	ADV
easat-3879	194	14	highly	highly	ADV
easat-3879	194	15	complex	complex	ADJ
easat-3879	194	16	,	,	PUNCT
easat-3879	194	17	with	with	ADP
easat-3879	194	18	fluctuations	fluctuation	NOUN
easat-3879	194	19	across	across	ADP
easat-3879	194	20	multiple	multiple	ADJ
easat-3879	194	21	scales	scale	NOUN
easat-3879	194	22	or	or	CCONJ
easat-3879	194	23	factors	factor	NOUN
easat-3879	194	24	.	.	PUNCT
easat-3879	195	1	this	this	PRON
easat-3879	195	2	could	could	AUX
easat-3879	195	3	suggest	suggest	VERB
easat-3879	195	4	that	that	SCONJ
easat-3879	195	5	thailand	thailand	PROPN
easat-3879	195	6	's	's	PART
easat-3879	195	7	economy	economy	NOUN
easat-3879	195	8	experiences	experience	VERB
easat-3879	195	9	greater	great	ADJ
easat-3879	195	10	unpredictability	unpredictability	NOUN
easat-3879	195	11	or	or	CCONJ
easat-3879	195	12	volatility	volatility	NOUN
easat-3879	195	13	,	,	PUNCT
easat-3879	195	14	making	make	VERB
easat-3879	195	15	it	it	PRON
easat-3879	195	16	more	more	ADV
easat-3879	195	17	sensitive	sensitive	ADJ
easat-3879	195	18	to	to	ADP
easat-3879	195	19	changes	change	NOUN
easat-3879	195	20	in	in	ADP
easat-3879	195	21	various	various	ADJ
easat-3879	195	22	economic	economic	ADJ
easat-3879	195	23	drivers	driver	NOUN
easat-3879	195	24	such	such	ADJ
easat-3879	195	25	as	as	ADP
easat-3879	195	26	market	market	NOUN
easat-3879	195	27	conditions	condition	NOUN
easat-3879	195	28	,	,	PUNCT
easat-3879	195	29	government	government	NOUN
easat-3879	195	30	policies	policy	NOUN
easat-3879	195	31	,	,	PUNCT
easat-3879	195	32	or	or	CCONJ
easat-3879	195	33	external	external	ADJ
easat-3879	195	34	shocks	shock	NOUN
easat-3879	195	35	.	.	PUNCT
easat-3879	196	1	jakarta	jakarta	PROPN
easat-3879	196	2	,	,	PUNCT
easat-3879	196	3	being	be	AUX
easat-3879	196	4	second	second	ADJ
easat-3879	196	5	in	in	ADP
easat-3879	196	6	multifractality	multifractality	NOUN
easat-3879	196	7	,	,	PUNCT
easat-3879	196	8	likely	likely	ADV
easat-3879	196	9	exhibits	exhibit	VERB
easat-3879	196	10	a	a	DET
easat-3879	196	11	slightly	slightly	ADV
easat-3879	196	12	lower	low	ADJ
easat-3879	196	13	level	level	NOUN
easat-3879	196	14	of	of	ADP
easat-3879	196	15	complexity	complexity	NOUN
easat-3879	196	16	but	but	CCONJ
easat-3879	196	17	still	still	ADV
easat-3879	196	18	shows	show	VERB
easat-3879	196	19	substantial	substantial	ADJ
easat-3879	196	20	variability	variability	NOUN
easat-3879	196	21	in	in	ADP
easat-3879	196	22	its	its	PRON
easat-3879	196	23	economic	economic	ADJ
easat-3879	196	24	patterns	pattern	NOUN
easat-3879	196	25	,	,	PUNCT
easat-3879	196	26	which	which	PRON
easat-3879	196	27	could	could	AUX
easat-3879	196	28	reflect	reflect	VERB
easat-3879	196	29	dynamic	dynamic	ADJ
easat-3879	196	30	growth	growth	NOUN
easat-3879	196	31	or	or	CCONJ
easat-3879	196	32	challenges	challenge	NOUN
easat-3879	196	33	in	in	ADP
easat-3879	196	34	managing	manage	VERB
easat-3879	196	35	economic	economic	ADJ
easat-3879	196	36	stability	stability	NOUN
easat-3879	196	37	.	.	PUNCT
easat-3879	197	1	malaysia	malaysia	PROPN
easat-3879	197	2	,	,	PUNCT
easat-3879	197	3	india	india	PROPN
easat-3879	197	4	,	,	PUNCT
easat-3879	197	5	karachi	karachi	PROPN
easat-3879	197	6	,	,	PUNCT
easat-3879	197	7	and	and	CCONJ
easat-3879	197	8	china	china	PROPN
easat-3879	197	9	follow	follow	VERB
easat-3879	197	10	in	in	ADP
easat-3879	197	11	decreasing	decrease	VERB
easat-3879	197	12	order	order	NOUN
easat-3879	197	13	of	of	ADP
easat-3879	197	14	multifractality	multifractality	NOUN
easat-3879	197	15	,	,	PUNCT
easat-3879	197	16	indicating	indicate	VERB
easat-3879	197	17	that	that	SCONJ
easat-3879	197	18	their	their	PRON
easat-3879	197	19	economies	economy	NOUN
easat-3879	197	20	are	be	AUX
easat-3879	197	21	more	more	ADV
easat-3879	197	22	stable	stable	ADJ
easat-3879	197	23	or	or	CCONJ
easat-3879	197	24	less	less	ADV
easat-3879	197	25	volatile	volatile	ADJ
easat-3879	197	26	compared	compare	VERB
easat-3879	197	27	to	to	ADP
easat-3879	197	28	thailand	thailand	PROPN
easat-3879	197	29	and	and	CCONJ
easat-3879	197	30	jakarta	jakarta	PROPN
easat-3879	197	31	.	.	PUNCT
easat-3879	198	1	however	however	ADV
easat-3879	198	2	,	,	PUNCT
easat-3879	198	3	they	they	PRON
easat-3879	198	4	may	may	AUX
easat-3879	198	5	still	still	ADV
easat-3879	198	6	experience	experience	VERB
easat-3879	198	7	some	some	DET
easat-3879	198	8	degree	degree	NOUN
easat-3879	198	9	of	of	ADP
easat-3879	198	10	complexity	complexity	NOUN
easat-3879	198	11	or	or	CCONJ
easat-3879	198	12	variability	variability	NOUN
easat-3879	198	13	,	,	PUNCT
easat-3879	198	14	possibly	possibly	ADV
easat-3879	198	15	due	due	ADP
easat-3879	198	16	to	to	ADP
easat-3879	198	17	differing	differ	VERB
easat-3879	198	18	market	market	NOUN
easat-3879	198	19	structures	structure	NOUN
easat-3879	198	20	,	,	PUNCT
easat-3879	198	21	policy	policy	NOUN
easat-3879	198	22	environments	environment	NOUN
easat-3879	198	23	,	,	PUNCT
easat-3879	198	24	or	or	CCONJ
easat-3879	198	25	external	external	ADJ
easat-3879	198	26	economic	economic	ADJ
easat-3879	198	27	factors	factor	NOUN
easat-3879	198	28	.	.	PUNCT
easat-3879	199	1	4.3	4.3	NUM
easat-3879	199	2	.	.	PUNCT
easat-3879	199	3	rényi	rényi	PROPN
easat-3879	199	4	exponent	exponent	NOUN
easat-3879	199	5	𝜏(𝑞	𝜏(𝑞	NOUN
easat-3879	199	6	)	)	PUNCT
easat-3879	199	7	figure	figure	NOUN
easat-3879	199	8	3	3	NUM
easat-3879	199	9	shows	show	VERB
easat-3879	199	10	the	the	DET
easat-3879	199	11	plots	plot	NOUN
easat-3879	199	12	of	of	ADP
easat-3879	199	13	the	the	DET
easat-3879	199	14	rényi	rényi	NOUN
easat-3879	199	15	exponents	exponent	NOUN
easat-3879	199	16	𝜏(𝑞	𝜏(𝑞	PROPN
easat-3879	199	17	)	)	PUNCT
easat-3879	199	18	as	as	ADP
easat-3879	199	19	functions	function	NOUN
easat-3879	199	20	of	of	ADP
easat-3879	199	21	the	the	DET
easat-3879	199	22	variable	variable	NOUN
easat-3879	199	23	𝑞	𝑞	X
easat-3879	199	24	∈	∈	PROPN
easat-3879	200	1	[	[	X
easat-3879	200	2	−45	−45	NOUN
easat-3879	200	3	:	:	PUNCT
easat-3879	200	4	5	5	NUM
easat-3879	200	5	:	:	PUNCT
easat-3879	200	6	−5	−5	ADJ
easat-3879	200	7	,	,	PUNCT
easat-3879	200	8	−2.1	−2.1	NUM
easat-3879	200	9	:	:	PUNCT
easat-3879	200	10	0.1	0.1	NUM
easat-3879	200	11	:	:	PUNCT
easat-3879	200	12	−0.1,0.1	−0.1,0.1	NUM
easat-3879	200	13	:	:	PUNCT
easat-3879	200	14	0.1	0.1	NUM
easat-3879	200	15	:	:	PUNCT
easat-3879	200	16	2.1,5	2.1,5	NUM
easat-3879	200	17	:	:	PUNCT
easat-3879	200	18	5	5	NUM
easat-3879	200	19	:	:	SYM
easat-3879	200	20	45	45	NUM
easat-3879	200	21	]	]	PUNCT
easat-3879	200	22	.	.	PUNCT
easat-3879	201	1	rank	rank	PROPN
easat-3879	201	2	index	index	PROPN
easat-3879	201	3	∆𝑯	∆𝑯	PROPN
easat-3879	201	4	1	1	NUM
easat-3879	201	5	thailand	thailand	NOUN
easat-3879	201	6	0.632	0.632	NUM
easat-3879	201	7	2	2	NUM
easat-3879	201	8	jakarta	jakarta	PROPN
easat-3879	201	9	0.596	0.596	NUM
easat-3879	201	10	3	3	NUM
easat-3879	201	11	malaysia	malaysia	NOUN
easat-3879	201	12	0.585	0.585	NUM
easat-3879	201	13	4	4	NUM
easat-3879	201	14	india	india	PROPN
easat-3879	201	15	0.549	0.549	NUM
easat-3879	201	16	5	5	NUM
easat-3879	201	17	karachi	karachi	PROPN
easat-3879	201	18	0.473	0.473	NUM
easat-3879	201	19	6	6	NUM
easat-3879	201	20	china	china	PROPN
easat-3879	201	21	0.386	0.386	NUM
easat-3879	201	22	8824	8824	NUM
easat-3879	201	23	edelweiss	edelweiss	PROPN
easat-3879	201	24	applied	apply	VERB
easat-3879	201	25	science	science	NOUN
easat-3879	201	26	and	and	CCONJ
easat-3879	201	27	technology	technology	NOUN
easat-3879	201	28	issn	issn	PROPN
easat-3879	201	29	:	:	PUNCT
easat-3879	201	30	2576	2576	NUM
easat-3879	201	31	-	-	SYM
easat-3879	201	32	8484	8484	NUM
easat-3879	201	33	vol	vol	NOUN
easat-3879	201	34	.	.	PROPN
easat-3879	201	35	8	8	NUM
easat-3879	201	36	,	,	PUNCT
easat-3879	201	37	no	no	INTJ
easat-3879	201	38	.	.	NOUN
easat-3879	202	1	6	6	NUM
easat-3879	202	2	:	:	SYM
easat-3879	202	3	8815	8815	NUM
easat-3879	202	4	-	-	SYM
easat-3879	202	5	8832	8832	NUM
easat-3879	202	6	,	,	PUNCT
easat-3879	202	7	2024	2024	NUM
easat-3879	202	8	doi	doi	NOUN
easat-3879	202	9	:	:	PUNCT
easat-3879	202	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	202	11	©	©	PROPN
easat-3879	202	12	2024	2024	NUM
easat-3879	202	13	by	by	ADP
easat-3879	202	14	the	the	DET
easat-3879	202	15	authors	author	NOUN
easat-3879	202	16	;	;	PUNCT
easat-3879	202	17	licensee	licensee	PROPN
easat-3879	202	18	learning	learn	VERB
easat-3879	202	19	gate	gate	PROPN
easat-3879	202	20	figure	figure	NOUN
easat-3879	202	21	3	3	NUM
easat-3879	202	22	.	.	PUNCT
easat-3879	202	23	rényi	rényi	PROPN
easat-3879	202	24	exponents	exponent	NOUN
easat-3879	202	25	𝜏(𝑞	𝜏(𝑞	PROPN
easat-3879	202	26	)	)	PUNCT
easat-3879	202	27	for	for	ADP
easat-3879	202	28	𝑞	𝑞	PROPN
easat-3879	202	29	∈	∈	PROPN
easat-3879	203	1	[	[	X
easat-3879	203	2	−45	−45	NOUN
easat-3879	203	3	:	:	PUNCT
easat-3879	203	4	5	5	NUM
easat-3879	203	5	:	:	PUNCT
easat-3879	203	6	−5	−5	ADJ
easat-3879	203	7	,	,	PUNCT
easat-3879	203	8	−2.1	−2.1	NUM
easat-3879	203	9	:	:	PUNCT
easat-3879	203	10	0.1	0.1	NUM
easat-3879	203	11	:	:	PUNCT
easat-3879	203	12	−0.1,0.1	−0.1,0.1	NUM
easat-3879	203	13	:	:	PUNCT
easat-3879	203	14	0.1	0.1	NUM
easat-3879	203	15	:	:	PUNCT
easat-3879	203	16	2.1,5	2.1,5	NUM
easat-3879	203	17	:	:	PUNCT
easat-3879	203	18	5	5	NUM
easat-3879	203	19	:	:	SYM
easat-3879	203	20	45	45	NUM
easat-3879	203	21	]	]	PUNCT
easat-3879	203	22	.	.	PUNCT
easat-3879	204	1	as	as	SCONJ
easat-3879	204	2	shown	show	VERB
easat-3879	204	3	in	in	ADP
easat-3879	204	4	the	the	DET
easat-3879	204	5	previous	previous	ADJ
easat-3879	204	6	figure	figure	NOUN
easat-3879	204	7	,	,	PUNCT
easat-3879	204	8	it	it	PRON
easat-3879	204	9	can	can	AUX
easat-3879	204	10	be	be	AUX
easat-3879	204	11	observed	observe	VERB
easat-3879	204	12	that	that	SCONJ
easat-3879	204	13	as	as	SCONJ
easat-3879	204	14	𝑞	𝑞	PROPN
easat-3879	204	15	increases	increase	VERB
easat-3879	204	16	from	from	ADP
easat-3879	204	17	-45	-45	PUNCT
easat-3879	204	18	to	to	ADP
easat-3879	204	19	45	45	NUM
easat-3879	204	20	,	,	PUNCT
easat-3879	204	21	the	the	DET
easat-3879	204	22	rényi	rényi	NOUN
easat-3879	204	23	exponent	exponent	NOUN
easat-3879	204	24	𝜏(𝑞	𝜏(𝑞	PROPN
easat-3879	204	25	)	)	PUNCT
easat-3879	204	26	increases	increase	VERB
easat-3879	204	27	non	non	ADJ
easat-3879	204	28	-	-	ADJ
easat-3879	204	29	linearly	linearly	ADV
easat-3879	204	30	.	.	PUNCT
easat-3879	205	1	this	this	PRON
easat-3879	205	2	indicates	indicate	VERB
easat-3879	205	3	that	that	SCONJ
easat-3879	205	4	the	the	DET
easat-3879	205	5	six	six	NUM
easat-3879	205	6	indices	index	NOUN
easat-3879	205	7	exhibit	exhibit	VERB
easat-3879	205	8	multifractal	multifractal	ADJ
easat-3879	205	9	nature	nature	NOUN
easat-3879	205	10	,	,	PUNCT
easat-3879	205	11	suggesting	suggest	VERB
easat-3879	205	12	a	a	DET
easat-3879	205	13	weak	weak	ADJ
easat-3879	205	14	form	form	NOUN
easat-3879	205	15	inefficiency	inefficiency	NOUN
easat-3879	205	16	in	in	ADP
easat-3879	205	17	the	the	DET
easat-3879	205	18	six	six	NUM
easat-3879	205	19	islamic	islamic	ADJ
easat-3879	205	20	stock	stock	NOUN
easat-3879	205	21	markets	market	NOUN
easat-3879	205	22	.	.	PUNCT
easat-3879	206	1	8825	8825	NUM
easat-3879	206	2	edelweiss	edelweiss	PROPN
easat-3879	206	3	applied	apply	VERB
easat-3879	206	4	science	science	NOUN
easat-3879	206	5	and	and	CCONJ
easat-3879	206	6	technology	technology	NOUN
easat-3879	206	7	issn	issn	PROPN
easat-3879	206	8	:	:	PUNCT
easat-3879	206	9	2576	2576	NUM
easat-3879	206	10	-	-	SYM
easat-3879	206	11	8484	8484	NUM
easat-3879	206	12	vol	vol	NOUN
easat-3879	206	13	.	.	PROPN
easat-3879	206	14	8	8	NUM
easat-3879	206	15	,	,	PUNCT
easat-3879	206	16	no	no	INTJ
easat-3879	206	17	.	.	NOUN
easat-3879	207	1	6	6	NUM
easat-3879	207	2	:	:	SYM
easat-3879	207	3	8815	8815	NUM
easat-3879	207	4	-	-	SYM
easat-3879	207	5	8832	8832	NUM
easat-3879	207	6	,	,	PUNCT
easat-3879	207	7	2024	2024	NUM
easat-3879	207	8	doi	doi	NOUN
easat-3879	207	9	:	:	PUNCT
easat-3879	207	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	207	11	©	©	PROPN
easat-3879	207	12	2024	2024	NUM
easat-3879	207	13	by	by	ADP
easat-3879	207	14	the	the	DET
easat-3879	207	15	authors	author	NOUN
easat-3879	207	16	;	;	PUNCT
easat-3879	207	17	licensee	licensee	PROPN
easat-3879	207	18	learning	learning	NOUN
easat-3879	207	19	gate	gate	PROPN
easat-3879	207	20	4.4	4.4	NUM
easat-3879	207	21	.	.	PUNCT
easat-3879	208	1	hölder	hölder	PROPN
easat-3879	208	2	singularity	singularity	NOUN
easat-3879	208	3	spectrum	spectrum	NOUN
easat-3879	208	4	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	208	5	)	)	PUNCT
easat-3879	208	6	another	another	DET
easat-3879	208	7	interesting	interesting	ADJ
easat-3879	208	8	way	way	NOUN
easat-3879	208	9	to	to	PART
easat-3879	208	10	characterize	characterize	VERB
easat-3879	208	11	the	the	DET
easat-3879	208	12	multifractality	multifractality	NOUN
easat-3879	208	13	of	of	ADP
easat-3879	208	14	time	time	NOUN
easat-3879	208	15	series	series	NOUN
easat-3879	208	16	is	be	AUX
easat-3879	208	17	to	to	PART
easat-3879	208	18	use	use	VERB
easat-3879	208	19	the	the	DET
easat-3879	208	20	singularity	singularity	NOUN
easat-3879	208	21	spectrum	spectrum	NOUN
easat-3879	208	22	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	208	23	)	)	PUNCT
easat-3879	208	24	.	.	PUNCT
easat-3879	209	1	figure	figure	NOUN
easat-3879	209	2	4	4	NUM
easat-3879	209	3	shows	show	VERB
easat-3879	209	4	the	the	DET
easat-3879	209	5	plots	plot	NOUN
easat-3879	209	6	of	of	ADP
easat-3879	209	7	the	the	DET
easat-3879	209	8	singularity	singularity	NOUN
easat-3879	209	9	spectrum	spectrum	NOUN
easat-3879	209	10	functions	function	NOUN
easat-3879	209	11	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	209	12	)	)	PUNCT
easat-3879	209	13	for	for	ADP
easat-3879	209	14	the	the	DET
easat-3879	209	15	six	six	NUM
easat-3879	209	16	indices	index	NOUN
easat-3879	209	17	.	.	PUNCT
easat-3879	210	1	figure	figure	NOUN
easat-3879	210	2	4	4	NUM
easat-3879	210	3	.	.	PUNCT
easat-3879	210	4	singularity	singularity	NOUN
easat-3879	210	5	spectrum	spectrum	NOUN
easat-3879	210	6	functions	function	NOUN
easat-3879	210	7	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	210	8	)	)	PUNCT
easat-3879	210	9	for	for	ADP
easat-3879	210	10	the	the	DET
easat-3879	210	11	six	six	NUM
easat-3879	210	12	indices	index	NOUN
easat-3879	210	13	.	.	PUNCT
easat-3879	211	1	we	we	PRON
easat-3879	211	2	can	can	AUX
easat-3879	211	3	observe	observe	VERB
easat-3879	211	4	in	in	ADP
easat-3879	211	5	this	this	DET
easat-3879	211	6	figure	figure	NOUN
easat-3879	211	7	that	that	SCONJ
easat-3879	211	8	the	the	DET
easat-3879	211	9	curves	curve	NOUN
easat-3879	211	10	of	of	ADP
easat-3879	211	11	the	the	DET
easat-3879	211	12	singularity	singularity	NOUN
easat-3879	211	13	spectrum	spectrum	NOUN
easat-3879	211	14	functions	function	NOUN
easat-3879	211	15	𝑓(𝛼	𝑓(𝛼	NOUN
easat-3879	211	16	)	)	PUNCT
easat-3879	211	17	have	have	VERB
easat-3879	211	18	an	an	DET
easat-3879	211	19	inverted	inverted	ADJ
easat-3879	211	20	parabolic	parabolic	NOUN
easat-3879	211	21	shape	shape	NOUN
easat-3879	211	22	.	.	PUNCT
easat-3879	212	1	this	this	PRON
easat-3879	212	2	indicates	indicate	VERB
easat-3879	212	3	that	that	SCONJ
easat-3879	212	4	the	the	DET
easat-3879	212	5	six	six	NUM
easat-3879	212	6	indices	index	NOUN
easat-3879	212	7	exhibit	exhibit	VERB
easat-3879	212	8	multifractal	multifractal	ADJ
easat-3879	212	9	nature	nature	NOUN
easat-3879	212	10	,	,	PUNCT
easat-3879	212	11	suggesting	suggest	VERB
easat-3879	212	12	a	a	DET
easat-3879	212	13	weak	weak	ADJ
easat-3879	212	14	form	form	NOUN
easat-3879	212	15	inefficiency	inefficiency	NOUN
easat-3879	212	16	in	in	ADP
easat-3879	212	17	the	the	DET
easat-3879	212	18	six	six	NUM
easat-3879	212	19	islamic	islamic	ADJ
easat-3879	212	20	stock	stock	NOUN
easat-3879	212	21	markets	market	NOUN
easat-3879	212	22	.	.	PUNCT
easat-3879	213	1	recall	recall	VERB
easat-3879	213	2	that	that	PRON
easat-3879	213	3	for	for	ADP
easat-3879	213	4	monofractal	monofractal	ADJ
easat-3879	213	5	time	time	NOUN
easat-3879	213	6	series	series	PROPN
easat-3879	213	7	,	,	PUNCT
easat-3879	213	8	the	the	DET
easat-3879	213	9	curve	curve	NOUN
easat-3879	213	10	of	of	ADP
easat-3879	213	11	the	the	DET
easat-3879	213	12	singularity	singularity	NOUN
easat-3879	213	13	spectrum	spectrum	NOUN
easat-3879	213	14	theoretically	theoretically	ADV
easat-3879	213	15	reduces	reduce	VERB
easat-3879	213	16	to	to	ADP
easat-3879	213	17	a	a	DET
easat-3879	213	18	single	single	ADJ
easat-3879	213	19	point	point	NOUN
easat-3879	213	20	𝛼	𝛼	NOUN
easat-3879	213	21	=	=	PUNCT
easat-3879	213	22	𝐻	𝐻	NOUN
easat-3879	213	23	with	with	ADP
easat-3879	213	24	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	213	25	)	)	PUNCT
easat-3879	213	26	=	=	SYM
easat-3879	214	1	1	1	X
easat-3879	214	2	.	.	X
easat-3879	215	1	we	we	PRON
easat-3879	215	2	can	can	AUX
easat-3879	215	3	measure	measure	VERB
easat-3879	215	4	the	the	DET
easat-3879	215	5	degree	degree	NOUN
easat-3879	215	6	of	of	ADP
easat-3879	215	7	multifractality	multifractality	NOUN
easat-3879	215	8	by	by	ADP
easat-3879	215	9	calculating	calculate	VERB
easat-3879	215	10	the	the	DET
easat-3879	215	11	width	width	NOUN
easat-3879	215	12	of	of	ADP
easat-3879	215	13	the	the	DET
easat-3879	215	14	spectrum	spectrum	NOUN
easat-3879	215	15	,	,	PUNCT
easat-3879	215	16	given	give	VERB
easat-3879	215	17	by	by	ADP
easat-3879	215	18	:	:	PUNCT
easat-3879	215	19	∆𝛼	∆𝛼	PROPN
easat-3879	215	20	=	=	SYM
easat-3879	215	21	𝛼𝑚𝑎𝑥	𝛼𝑚𝑎𝑥	NOUN
easat-3879	215	22	−	−	PROPN
easat-3879	216	1	𝛼𝑚𝑖𝑛	𝛼𝑚𝑖𝑛	PROPN
easat-3879	216	2	(	(	PUNCT
easat-3879	216	3	14	14	NUM
easat-3879	216	4	)	)	PUNCT
easat-3879	216	5	table	table	NOUN
easat-3879	216	6	2	2	NUM
easat-3879	216	7	presents	present	VERB
easat-3879	216	8	the	the	DET
easat-3879	216	9	degree	degree	NOUN
easat-3879	216	10	of	of	ADP
easat-3879	216	11	multifractality	multifractality	NOUN
easat-3879	216	12	for	for	ADP
easat-3879	216	13	the	the	DET
easat-3879	216	14	six	six	NUM
easat-3879	216	15	indices	index	NOUN
easat-3879	216	16	in	in	ADP
easat-3879	216	17	decreasing	decrease	VERB
easat-3879	216	18	order	order	NOUN
easat-3879	216	19	.	.	PUNCT
easat-3879	217	1	8826	8826	NUM
easat-3879	217	2	edelweiss	edelweiss	PROPN
easat-3879	217	3	applied	apply	VERB
easat-3879	217	4	science	science	NOUN
easat-3879	217	5	and	and	CCONJ
easat-3879	217	6	technology	technology	NOUN
easat-3879	217	7	issn	issn	PROPN
easat-3879	217	8	:	:	PUNCT
easat-3879	217	9	2576	2576	NUM
easat-3879	217	10	-	-	SYM
easat-3879	217	11	8484	8484	NUM
easat-3879	217	12	vol	vol	NOUN
easat-3879	217	13	.	.	PROPN
easat-3879	217	14	8	8	NUM
easat-3879	217	15	,	,	PUNCT
easat-3879	217	16	no	no	INTJ
easat-3879	217	17	.	.	NOUN
easat-3879	218	1	6	6	NUM
easat-3879	218	2	:	:	SYM
easat-3879	218	3	8815	8815	NUM
easat-3879	218	4	-	-	SYM
easat-3879	218	5	8832	8832	NUM
easat-3879	218	6	,	,	PUNCT
easat-3879	218	7	2024	2024	NUM
easat-3879	218	8	doi	doi	NOUN
easat-3879	218	9	:	:	PUNCT
easat-3879	218	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	218	11	©	©	PROPN
easat-3879	218	12	2024	2024	NUM
easat-3879	218	13	by	by	ADP
easat-3879	218	14	the	the	DET
easat-3879	218	15	authors	author	NOUN
easat-3879	218	16	;	;	PUNCT
easat-3879	218	17	licensee	licensee	PROPN
easat-3879	218	18	learning	learn	VERB
easat-3879	218	19	gate	gate	NOUN
easat-3879	218	20	table	table	NOUN
easat-3879	218	21	2	2	NUM
easat-3879	218	22	.	.	PUNCT
easat-3879	218	23	degrees	degree	NOUN
easat-3879	218	24	of	of	ADP
easat-3879	218	25	multifractality	multifractality	NOUN
easat-3879	218	26	in	in	ADP
easat-3879	218	27	decreasing	decrease	VERB
easat-3879	218	28	order	order	NOUN
easat-3879	218	29	based	base	VERB
easat-3879	218	30	on	on	ADP
easat-3879	218	31	the	the	DET
easat-3879	218	32	singularity	singularity	NOUN
easat-3879	218	33	spectrum	spectrum	NOUN
easat-3879	218	34	.	.	PUNCT
easat-3879	219	1	we	we	PRON
easat-3879	219	2	observe	observe	VERB
easat-3879	219	3	the	the	DET
easat-3879	219	4	same	same	ADJ
easat-3879	219	5	ranking	ranking	NOUN
easat-3879	219	6	of	of	ADP
easat-3879	219	7	the	the	DET
easat-3879	219	8	degrees	degree	NOUN
easat-3879	219	9	of	of	ADP
easat-3879	219	10	multifractality	multifractality	NOUN
easat-3879	219	11	as	as	ADP
easat-3879	219	12	those	those	PRON
easat-3879	219	13	derived	derive	VERB
easat-3879	219	14	from	from	ADP
easat-3879	219	15	the	the	DET
easat-3879	219	16	generalized	generalized	ADJ
easat-3879	219	17	hurst	hurst	PROPN
easat-3879	219	18	exponent	exponent	NOUN
easat-3879	219	19	.	.	PUNCT
easat-3879	220	1	4.5	4.5	NUM
easat-3879	220	2	.	.	PUNCT
easat-3879	220	3	source	source	NOUN
easat-3879	220	4	of	of	ADP
easat-3879	220	5	multifractality	multifractality	NOUN
easat-3879	220	6	for	for	ADP
easat-3879	220	7	the	the	DET
easat-3879	220	8	six	six	NUM
easat-3879	220	9	islamic	islamic	ADJ
easat-3879	220	10	indices	index	NOUN
easat-3879	220	11	as	as	SCONJ
easat-3879	220	12	previously	previously	ADV
easat-3879	220	13	noted	note	VERB
easat-3879	220	14	,	,	PUNCT
easat-3879	220	15	there	there	PRON
easat-3879	220	16	are	be	VERB
easat-3879	220	17	two	two	NUM
easat-3879	220	18	different	different	ADJ
easat-3879	220	19	sources	source	NOUN
easat-3879	220	20	of	of	ADP
easat-3879	220	21	multifractality	multifractality	NOUN
easat-3879	220	22	in	in	ADP
easat-3879	220	23	a	a	DET
easat-3879	220	24	time	time	NOUN
easat-3879	220	25	series	series	NOUN
easat-3879	220	26	,	,	PUNCT
easat-3879	220	27	long	long	ADJ
easat-3879	220	28	-	-	PUNCT
easat-3879	220	29	term	term	NOUN
easat-3879	220	30	temporal	temporal	ADJ
easat-3879	220	31	correlations	correlation	NOUN
easat-3879	220	32	and	and	CCONJ
easat-3879	220	33	the	the	DET
easat-3879	220	34	heavy	heavy	ADJ
easat-3879	220	35	tails	tail	NOUN
easat-3879	220	36	distributions	distribution	NOUN
easat-3879	220	37	.	.	PUNCT
easat-3879	221	1	to	to	PART
easat-3879	221	2	determine	determine	VERB
easat-3879	221	3	how	how	SCONJ
easat-3879	221	4	each	each	DET
easat-3879	221	5	source	source	NOUN
easat-3879	221	6	contributes	contribute	VERB
easat-3879	221	7	to	to	ADP
easat-3879	221	8	the	the	DET
easat-3879	221	9	overall	overall	ADJ
easat-3879	221	10	multifractality	multifractality	NOUN
easat-3879	221	11	,	,	PUNCT
easat-3879	221	12	we	we	PRON
easat-3879	221	13	will	will	AUX
easat-3879	221	14	use	use	VERB
easat-3879	221	15	the	the	DET
easat-3879	221	16	shuffling	shuffling	NOUN
easat-3879	221	17	and	and	CCONJ
easat-3879	221	18	the	the	DET
easat-3879	221	19	surrogation	surrogation	NOUN
easat-3879	221	20	transformations	transformation	NOUN
easat-3879	221	21	on	on	ADP
easat-3879	221	22	the	the	DET
easat-3879	221	23	original	original	ADJ
easat-3879	221	24	geometric	geometric	ADJ
easat-3879	221	25	return	return	NOUN
easat-3879	221	26	series	series	NOUN
easat-3879	221	27	.	.	PUNCT
easat-3879	222	1	in	in	ADP
easat-3879	222	2	this	this	DET
easat-3879	222	3	study	study	NOUN
easat-3879	222	4	,	,	PUNCT
easat-3879	222	5	two	two	NUM
easat-3879	222	6	shuffling	shuffle	VERB
easat-3879	222	7	techniques	technique	NOUN
easat-3879	222	8	are	be	AUX
easat-3879	222	9	applied	apply	VERB
easat-3879	222	10	,	,	PUNCT
easat-3879	222	11	namely	namely	ADV
easat-3879	222	12	“	"	PUNCT
easat-3879	222	13	randperm	randperm	NOUN
easat-3879	222	14	”	"	PUNCT
easat-3879	222	15	and	and	CCONJ
easat-3879	222	16	“	"	PUNCT
easat-3879	222	17	randi	randi	NOUN
easat-3879	222	18	”	"	PUNCT
easat-3879	222	19	.	.	PUNCT
easat-3879	223	1	for	for	ADP
easat-3879	223	2	the	the	DET
easat-3879	223	3	surrogation	surrogation	NOUN
easat-3879	223	4	,	,	PUNCT
easat-3879	223	5	the	the	DET
easat-3879	223	6	inverse	inverse	NOUN
easat-3879	223	7	fast	fast	ADJ
easat-3879	223	8	fourier	fourier	NOUN
easat-3879	223	9	transform	transform	NOUN
easat-3879	223	10	(	(	PUNCT
easat-3879	223	11	ifft	ifft	NOUN
easat-3879	223	12	)	)	PUNCT
easat-3879	223	13	method	method	NOUN
easat-3879	223	14	is	be	AUX
easat-3879	223	15	applied	apply	VERB
easat-3879	223	16	.	.	PUNCT
easat-3879	224	1	figures	figure	NOUN
easat-3879	224	2	5	5	NUM
easat-3879	224	3	and	and	CCONJ
easat-3879	224	4	6	6	NUM
easat-3879	224	5	compare	compare	VERB
easat-3879	224	6	the	the	DET
easat-3879	224	7	curves	curve	NOUN
easat-3879	224	8	of	of	ADP
easat-3879	224	9	the	the	DET
easat-3879	224	10	generalized	generalized	ADJ
easat-3879	224	11	hurst	hurst	PROPN
easat-3879	224	12	exponent	exponent	PROPN
easat-3879	224	13	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	224	14	)	)	PUNCT
easat-3879	224	15	and	and	CCONJ
easat-3879	224	16	the	the	DET
easat-3879	224	17	curves	curve	NOUN
easat-3879	224	18	of	of	ADP
easat-3879	224	19	the	the	DET
easat-3879	224	20	singularity	singularity	NOUN
easat-3879	224	21	spectrum	spectrum	NOUN
easat-3879	224	22	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	224	23	)	)	PUNCT
easat-3879	224	24	for	for	ADP
easat-3879	224	25	the	the	DET
easat-3879	224	26	six	six	NUM
easat-3879	224	27	original	original	ADJ
easat-3879	224	28	series	series	NOUN
easat-3879	224	29	with	with	ADP
easat-3879	224	30	those	those	PRON
easat-3879	224	31	of	of	ADP
easat-3879	224	32	the	the	DET
easat-3879	224	33	surrogate	surrogate	NOUN
easat-3879	224	34	and	and	CCONJ
easat-3879	224	35	the	the	DET
easat-3879	224	36	shuffled	shuffle	VERB
easat-3879	224	37	series	series	NOUN
easat-3879	224	38	.	.	PUNCT
easat-3879	225	1	rank	rank	PROPN
easat-3879	225	2	index	index	PROPN
easat-3879	225	3	∆𝜶	∆𝜶	PROPN
easat-3879	225	4	1	1	NUM
easat-3879	225	5	thailand	thailand	PROPN
easat-3879	225	6	0.682	0.682	NUM
easat-3879	225	7	2	2	NUM
easat-3879	225	8	jakarta	jakarta	NOUN
easat-3879	225	9	0.644	0.644	NUM
easat-3879	225	10	3	3	NUM
easat-3879	225	11	malaysia	malaysia	NOUN
easat-3879	225	12	0.634	0.634	NUM
easat-3879	225	13	4	4	NUM
easat-3879	225	14	india	india	PROPN
easat-3879	225	15	0.594	0.594	NUM
easat-3879	225	16	5	5	NUM
easat-3879	225	17	karachi	karachi	PROPN
easat-3879	225	18	0.517	0.517	NUM
easat-3879	225	19	6	6	NUM
easat-3879	225	20	china	china	PROPN
easat-3879	225	21	0.431	0.431	NUM
easat-3879	225	22	8827	8827	NUM
easat-3879	225	23	edelweiss	edelweiss	PROPN
easat-3879	225	24	applied	apply	VERB
easat-3879	225	25	science	science	NOUN
easat-3879	225	26	and	and	CCONJ
easat-3879	225	27	technology	technology	NOUN
easat-3879	225	28	issn	issn	PROPN
easat-3879	225	29	:	:	PUNCT
easat-3879	225	30	2576	2576	NUM
easat-3879	225	31	-	-	SYM
easat-3879	225	32	8484	8484	NUM
easat-3879	225	33	vol	vol	NOUN
easat-3879	225	34	.	.	PROPN
easat-3879	225	35	8	8	NUM
easat-3879	225	36	,	,	PUNCT
easat-3879	225	37	no	no	INTJ
easat-3879	225	38	.	.	NOUN
easat-3879	226	1	6	6	NUM
easat-3879	226	2	:	:	SYM
easat-3879	226	3	8815	8815	NUM
easat-3879	226	4	-	-	SYM
easat-3879	226	5	8832	8832	NUM
easat-3879	226	6	,	,	PUNCT
easat-3879	226	7	2024	2024	NUM
easat-3879	226	8	doi	doi	NOUN
easat-3879	226	9	:	:	PUNCT
easat-3879	226	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	226	11	©	©	PROPN
easat-3879	226	12	2024	2024	NUM
easat-3879	226	13	by	by	ADP
easat-3879	226	14	the	the	DET
easat-3879	226	15	authors	author	NOUN
easat-3879	226	16	;	;	PUNCT
easat-3879	227	1	licensee	licensee	PROPN
easat-3879	227	2	learning	learn	VERB
easat-3879	227	3	gate	gate	PROPN
easat-3879	227	4	figure	figure	NOUN
easat-3879	227	5	5	5	NUM
easat-3879	227	6	.	.	PUNCT
easat-3879	227	7	generalized	generalize	VERB
easat-3879	227	8	hurst	hurst	PROPN
easat-3879	227	9	exponent	exponent	PROPN
easat-3879	227	10	𝐻(𝑞	𝐻(𝑞	NOUN
easat-3879	227	11	)	)	PUNCT
easat-3879	227	12	vs.	vs.	X
easat-3879	227	13	𝑞	𝑞	X
easat-3879	227	14	for	for	ADP
easat-3879	227	15	original	original	ADJ
easat-3879	227	16	,	,	PUNCT
easat-3879	227	17	surrogate	surrogate	ADJ
easat-3879	227	18	and	and	CCONJ
easat-3879	227	19	shuffled	shuffle	VERB
easat-3879	227	20	.	.	PUNCT
easat-3879	228	1	8828	8828	NUM
easat-3879	228	2	edelweiss	edelweiss	PROPN
easat-3879	228	3	applied	apply	VERB
easat-3879	228	4	science	science	NOUN
easat-3879	228	5	and	and	CCONJ
easat-3879	228	6	technology	technology	NOUN
easat-3879	228	7	issn	issn	PROPN
easat-3879	228	8	:	:	PUNCT
easat-3879	228	9	2576	2576	NUM
easat-3879	228	10	-	-	SYM
easat-3879	228	11	8484	8484	NUM
easat-3879	228	12	vol	vol	NOUN
easat-3879	228	13	.	.	PROPN
easat-3879	228	14	8	8	NUM
easat-3879	228	15	,	,	PUNCT
easat-3879	228	16	no	no	INTJ
easat-3879	228	17	.	.	NOUN
easat-3879	229	1	6	6	NUM
easat-3879	229	2	:	:	SYM
easat-3879	229	3	8815	8815	NUM
easat-3879	229	4	-	-	SYM
easat-3879	229	5	8832	8832	NUM
easat-3879	229	6	,	,	PUNCT
easat-3879	229	7	2024	2024	NUM
easat-3879	229	8	doi	doi	NOUN
easat-3879	229	9	:	:	PUNCT
easat-3879	229	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	229	11	©	©	PROPN
easat-3879	229	12	2024	2024	NUM
easat-3879	229	13	by	by	ADP
easat-3879	229	14	the	the	DET
easat-3879	229	15	authors	author	NOUN
easat-3879	229	16	;	;	PUNCT
easat-3879	229	17	licensee	licensee	PROPN
easat-3879	229	18	learning	learn	VERB
easat-3879	229	19	gate	gate	PROPN
easat-3879	229	20	figure	figure	NOUN
easat-3879	229	21	6	6	NUM
easat-3879	229	22	.	.	PUNCT
easat-3879	229	23	singularity	singularity	NOUN
easat-3879	229	24	spectra	spectra	PROPN
easat-3879	229	25	𝑓(𝛼	𝑓(𝛼	PROPN
easat-3879	229	26	)	)	PUNCT
easat-3879	229	27	vs.	vs.	ADP
easat-3879	229	28	𝛼	𝛼	NOUN
easat-3879	229	29	for	for	ADP
easat-3879	229	30	original	original	ADJ
easat-3879	229	31	,	,	PUNCT
easat-3879	229	32	surrogate	surrogate	ADJ
easat-3879	229	33	and	and	CCONJ
easat-3879	229	34	shuffled	shuffle	VERB
easat-3879	229	35	.	.	PUNCT
easat-3879	230	1	to	to	AUX
easat-3879	230	2	precisely	precisely	ADV
easat-3879	230	3	measure	measure	VERB
easat-3879	230	4	how	how	SCONJ
easat-3879	230	5	much	much	ADJ
easat-3879	230	6	multifractality	multifractality	NOUN
easat-3879	230	7	has	have	AUX
easat-3879	230	8	been	be	AUX
easat-3879	230	9	reduced	reduce	VERB
easat-3879	230	10	,	,	PUNCT
easat-3879	230	11	we	we	PRON
easat-3879	230	12	calculate	calculate	VERB
easat-3879	230	13	the	the	DET
easat-3879	230	14	values	value	NOUN
easat-3879	230	15	of	of	ADP
easat-3879	230	16	∆𝐻	∆𝐻	PROPN
easat-3879	230	17	=	=	SYM
easat-3879	230	18	𝐻𝑚𝑎𝑥	𝐻𝑚𝑎𝑥	PROPN
easat-3879	230	19	−	−	PROPN
easat-3879	230	20	𝐻𝑚𝑖𝑛	𝐻𝑚𝑖𝑛	PROPN
easat-3879	230	21	and	and	CCONJ
easat-3879	230	22	∆𝛼	∆𝛼	PROPN
easat-3879	230	23	=	=	NOUN
easat-3879	230	24	𝛼𝑚𝑎𝑥	𝛼𝑚𝑎𝑥	NOUN
easat-3879	231	1	−	−	PROPN
easat-3879	231	2	𝛼𝑚𝑖𝑛	𝛼𝑚𝑖𝑛	PROPN
easat-3879	231	3	for	for	ADP
easat-3879	231	4	the	the	DET
easat-3879	231	5	six	six	NUM
easat-3879	231	6	indices	index	NOUN
easat-3879	231	7	.	.	PUNCT
easat-3879	232	1	the	the	DET
easat-3879	232	2	mf	mf	PROPN
easat-3879	232	3	-	-	PUNCT
easat-3879	232	4	dcca	dcca	ADJ
easat-3879	232	5	program	program	NOUN
easat-3879	232	6	has	have	AUX
easat-3879	232	7	been	be	AUX
easat-3879	232	8	run	run	VERB
easat-3879	232	9	100	100	NUM
easat-3879	232	10	times	time	NOUN
easat-3879	232	11	for	for	ADP
easat-3879	232	12	each	each	DET
easat-3879	232	13	index	index	NOUN
easat-3879	232	14	,	,	PUNCT
easat-3879	232	15	and	and	CCONJ
easat-3879	232	16	each	each	DET
easat-3879	232	17	time	time	NOUN
easat-3879	232	18	different	different	ADJ
easat-3879	232	19	results	result	NOUN
easat-3879	232	20	for	for	ADP
easat-3879	232	21	the	the	DET
easat-3879	232	22	surrogate	surrogate	ADJ
easat-3879	232	23	series	series	NOUN
easat-3879	232	24	and	and	CCONJ
easat-3879	232	25	the	the	DET
easat-3879	232	26	two	two	NUM
easat-3879	232	27	shuffled	shuffle	VERB
easat-3879	232	28	series	series	NOUN
easat-3879	232	29	were	be	AUX
easat-3879	232	30	obtained	obtain	VERB
easat-3879	232	31	,	,	PUNCT
easat-3879	232	32	the	the	DET
easat-3879	232	33	results	result	NOUN
easat-3879	232	34	for	for	ADP
easat-3879	232	35	the	the	DET
easat-3879	232	36	original	original	ADJ
easat-3879	232	37	series	series	NOUN
easat-3879	232	38	remained	remain	VERB
easat-3879	232	39	consistent	consistent	ADJ
easat-3879	232	40	.	.	PUNCT
easat-3879	233	1	this	this	DET
easat-3879	233	2	variability	variability	NOUN
easat-3879	233	3	is	be	AUX
easat-3879	233	4	due	due	ADJ
easat-3879	233	5	to	to	ADP
easat-3879	233	6	the	the	DET
easat-3879	233	7	algorithms	algorithms	NOUN
easat-3879	233	8	generating	generate	VERB
easat-3879	233	9	the	the	DET
easat-3879	233	10	surrogate	surrogate	ADJ
easat-3879	233	11	and	and	CCONJ
easat-3879	233	12	shuffled	shuffle	VERB
easat-3879	233	13	series	series	NOUN
easat-3879	233	14	using	use	VERB
easat-3879	233	15	random	random	ADJ
easat-3879	233	16	permutations	permutation	NOUN
easat-3879	233	17	.	.	PUNCT
easat-3879	234	1	however	however	ADV
easat-3879	234	2	,	,	PUNCT
easat-3879	234	3	in	in	ADP
easat-3879	234	4	all	all	DET
easat-3879	234	5	100	100	NUM
easat-3879	234	6	simulations	simulation	NOUN
easat-3879	234	7	,	,	PUNCT
easat-3879	234	8	the	the	DET
easat-3879	234	9	∆𝐻	∆𝐻	PROPN
easat-3879	234	10	and	and	CCONJ
easat-3879	234	11	∆𝛼	∆𝛼	PROPN
easat-3879	234	12	of	of	ADP
easat-3879	234	13	the	the	DET
easat-3879	234	14	original	original	ADJ
easat-3879	234	15	8829	8829	NUM
easat-3879	234	16	edelweiss	edelweiss	PROPN
easat-3879	234	17	applied	apply	VERB
easat-3879	234	18	science	science	NOUN
easat-3879	234	19	and	and	CCONJ
easat-3879	234	20	technology	technology	NOUN
easat-3879	234	21	issn	issn	PROPN
easat-3879	234	22	:	:	PUNCT
easat-3879	234	23	2576	2576	NUM
easat-3879	234	24	-	-	SYM
easat-3879	234	25	8484	8484	NUM
easat-3879	234	26	vol	vol	NOUN
easat-3879	234	27	.	.	PROPN
easat-3879	234	28	8	8	NUM
easat-3879	234	29	,	,	PUNCT
easat-3879	234	30	no	no	INTJ
easat-3879	234	31	.	.	NOUN
easat-3879	235	1	6	6	NUM
easat-3879	235	2	:	:	SYM
easat-3879	235	3	8815	8815	NUM
easat-3879	235	4	-	-	SYM
easat-3879	235	5	8832	8832	NUM
easat-3879	235	6	,	,	PUNCT
easat-3879	235	7	2024	2024	NUM
easat-3879	235	8	doi	doi	NOUN
easat-3879	235	9	:	:	PUNCT
easat-3879	235	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	235	11	©	©	PROPN
easat-3879	235	12	2024	2024	NUM
easat-3879	235	13	by	by	ADP
easat-3879	235	14	the	the	DET
easat-3879	235	15	authors	author	NOUN
easat-3879	235	16	;	;	PUNCT
easat-3879	235	17	licensee	licensee	PROPN
easat-3879	235	18	learning	learning	PROPN
easat-3879	235	19	gate	gate	PROPN
easat-3879	235	20	series	series	PROPN
easat-3879	235	21	are	be	AUX
easat-3879	235	22	greater	great	ADJ
easat-3879	235	23	than	than	ADP
easat-3879	235	24	the	the	DET
easat-3879	235	25	∆𝐻	∆𝐻	PROPN
easat-3879	235	26	and	and	CCONJ
easat-3879	235	27	∆𝛼	∆𝛼	PROPN
easat-3879	235	28	of	of	ADP
easat-3879	235	29	the	the	DET
easat-3879	235	30	surrogate	surrogate	NOUN
easat-3879	235	31	and	and	CCONJ
easat-3879	235	32	two	two	NUM
easat-3879	235	33	shuffled	shuffle	VERB
easat-3879	235	34	series	series	NOUN
easat-3879	235	35	.	.	PUNCT
easat-3879	236	1	the	the	DET
easat-3879	236	2	results	result	NOUN
easat-3879	236	3	are	be	AUX
easat-3879	236	4	presented	present	VERB
easat-3879	236	5	in	in	ADP
easat-3879	236	6	table	table	NOUN
easat-3879	236	7	3	3	NUM
easat-3879	236	8	.	.	PUNCT
easat-3879	236	9	table	table	NOUN
easat-3879	236	10	3	3	NUM
easat-3879	236	11	.	.	PUNCT
easat-3879	236	12	degrees	degree	NOUN
easat-3879	236	13	of	of	ADP
easat-3879	236	14	multifractality	multifractality	NOUN
easat-3879	236	15	of	of	ADP
easat-3879	236	16	original	original	ADJ
easat-3879	236	17	,	,	PUNCT
easat-3879	236	18	surrogate	surrogate	ADJ
easat-3879	236	19	and	and	CCONJ
easat-3879	236	20	shuffled	shuffle	VERB
easat-3879	236	21	series	series	NOUN
easat-3879	236	22	based	base	VERB
easat-3879	236	23	∆𝐻	∆𝐻	PROPN
easat-3879	236	24	and	and	CCONJ
easat-3879	236	25	∆𝛼.	∆𝛼.	NOUN
easat-3879	236	26	original	original	ADJ
easat-3879	236	27	surrogate	surrogate	NOUN
easat-3879	236	28	shuffled	shuffle	VERB
easat-3879	236	29	-	-	PUNCT
easat-3879	236	30	randperm	randperm	NOUN
easat-3879	236	31	shuffled	shuffle	VERB
easat-3879	236	32	-	-	PUNCT
easat-3879	236	33	randi	randi	NOUN
easat-3879	236	34	index	index	PROPN
easat-3879	236	35	∆𝑯	∆𝑯	PUNCT
easat-3879	237	1	∆𝜶	∆𝜶	PROPN
easat-3879	237	2	∆𝑯	∆𝑯	PROPN
easat-3879	237	3	∆𝜶	∆𝜶	PROPN
easat-3879	237	4	∆𝑯	∆𝑯	PROPN
easat-3879	238	1	∆𝜶	∆𝜶	PROPN
easat-3879	238	2	∆𝑯	∆𝑯	PROPN
easat-3879	239	1	∆𝜶	∆𝜶	PROPN
easat-3879	239	2	china	china	PROPN
easat-3879	239	3	0.386	0.386	NUM
easat-3879	239	4	0.431	0.431	NUM
easat-3879	239	5	0.203	0.203	NUM
easat-3879	239	6	0.244	0.244	NUM
easat-3879	239	7	0.244	0.244	NUM
easat-3879	239	8	0.290	0.290	NUM
easat-3879	239	9	0.250	0.250	NUM
easat-3879	239	10	0.293	0.293	NUM
easat-3879	239	11	india	india	PROPN
easat-3879	239	12	0.549	0.549	NUM
easat-3879	239	13	0.594	0.594	NUM
easat-3879	239	14	0.476	0.476	NUM
easat-3879	239	15	0.520	0.520	NUM
easat-3879	239	16	0.376	0.376	NUM
easat-3879	239	17	0.418	0.418	NUM
easat-3879	239	18	0.459	0.459	NUM
easat-3879	239	19	0.500	0.500	NUM
easat-3879	239	20	jakarta	jakarta	PROPN
easat-3879	239	21	0.596	0.596	NUM
easat-3879	239	22	0.644	0.644	NUM
easat-3879	239	23	0.306	0.306	NUM
easat-3879	239	24	0.351	0.351	NUM
easat-3879	239	25	0.253	0.253	NUM
easat-3879	239	26	0.294	0.294	NUM
easat-3879	239	27	0.261	0.261	NUM
easat-3879	239	28	0.303	0.303	NUM
easat-3879	239	29	karachi	karachi	PROPN
easat-3879	239	30	0.473	0.473	NUM
easat-3879	239	31	0.517	0.517	NUM
easat-3879	239	32	0.315	0.315	NUM
easat-3879	239	33	0.362	0.362	NUM
easat-3879	239	34	0.244	0.244	NUM
easat-3879	239	35	0.283	0.283	NUM
easat-3879	239	36	0.270	0.270	NUM
easat-3879	239	37	0.312	0.312	NUM
easat-3879	239	38	malaysia	malaysia	NOUN
easat-3879	239	39	0.585	0.585	NUM
easat-3879	239	40	0.634	0.634	NUM
easat-3879	239	41	0.304	0.304	NUM
easat-3879	239	42	0.353	0.353	NUM
easat-3879	239	43	0.334	0.334	NUM
easat-3879	239	44	0.378	0.378	NUM
easat-3879	239	45	0.251	0.251	NUM
easat-3879	239	46	0.296	0.296	NUM
easat-3879	239	47	thailand	thailand	NOUN
easat-3879	239	48	0.632	0.632	NUM
easat-3879	240	1	0.682	0.682	NUM
easat-3879	240	2	0.294	0.294	NUM
easat-3879	240	3	0.339	0.339	NUM
easat-3879	240	4	0.364	0.364	NUM
easat-3879	240	5	0.410	0.410	NUM
easat-3879	240	6	0.360	0.360	NUM
easat-3879	240	7	0.405	0.405	NUM
easat-3879	240	8	the	the	DET
easat-3879	240	9	results	result	NOUN
easat-3879	240	10	indicate	indicate	VERB
easat-3879	240	11	that	that	SCONJ
easat-3879	240	12	∆𝐻𝑂𝑟𝑖𝑔𝑖𝑛𝑎𝑡𝑒	∆𝐻𝑂𝑟𝑖𝑔𝑖𝑛𝑎𝑡𝑒	NOUN
easat-3879	240	13	>	>	X
easat-3879	240	14	∆𝐻𝑆𝑢𝑟𝑟𝑜𝑔𝑎𝑡𝑒	∆𝐻𝑆𝑢𝑟𝑟𝑜𝑔𝑎𝑡𝑒	NUM
easat-3879	240	15	,	,	PUNCT
easat-3879	240	16	∆𝛼𝑜𝑟𝑔𝑖𝑛𝑎𝑙𝑒	∆𝛼𝑜𝑟𝑔𝑖𝑛𝑎𝑙𝑒	PROPN
easat-3879	240	17	>	>	X
easat-3879	240	18	∆𝛼𝑆𝑢𝑟𝑟𝑜𝑔𝑎𝑡𝑒	∆𝛼𝑆𝑢𝑟𝑟𝑜𝑔𝑎𝑡𝑒	PROPN
easat-3879	240	19	,	,	PUNCT
easat-3879	240	20	∆𝐻𝑂𝑟𝑖𝑔𝑖𝑛𝑎𝑡𝑒	∆𝐻𝑂𝑟𝑖𝑔𝑖𝑛𝑎𝑡𝑒	NOUN
easat-3879	240	21	>	>	X
easat-3879	240	22	∆𝐻𝑆ℎ𝑢𝑓𝑓𝑙𝑒𝑑	∆𝐻𝑆ℎ𝑢𝑓𝑓𝑙𝑒𝑑	NOUN
easat-3879	240	23	and	and	CCONJ
easat-3879	240	24	∆𝛼𝑜𝑟𝑔𝑖𝑛𝑎𝑙𝑒	∆𝛼𝑜𝑟𝑔𝑖𝑛𝑎𝑙𝑒	NOUN
easat-3879	240	25	>	>	X
easat-3879	240	26	∆𝐻𝑠ℎ𝑢𝑓𝑓𝑙𝑒𝑑	∆𝐻𝑠ℎ𝑢𝑓𝑓𝑙𝑒𝑑	PROPN
easat-3879	240	27	for	for	ADP
easat-3879	240	28	the	the	DET
easat-3879	240	29	six	six	NUM
easat-3879	240	30	indices	index	NOUN
easat-3879	240	31	,	,	PUNCT
easat-3879	240	32	as	as	SCONJ
easat-3879	240	33	confirmed	confirm	VERB
easat-3879	240	34	in	in	ADP
easat-3879	240	35	the	the	DET
easat-3879	240	36	previous	previous	ADJ
easat-3879	240	37	table	table	NOUN
easat-3879	240	38	.	.	PUNCT
easat-3879	241	1	this	this	PRON
easat-3879	241	2	indicates	indicate	VERB
easat-3879	241	3	that	that	SCONJ
easat-3879	241	4	the	the	DET
easat-3879	241	5	multifractality	multifractality	NOUN
easat-3879	241	6	of	of	ADP
easat-3879	241	7	the	the	DET
easat-3879	241	8	six	six	NUM
easat-3879	241	9	indices	index	NOUN
easat-3879	241	10	has	have	AUX
easat-3879	241	11	been	be	AUX
easat-3879	241	12	reduced	reduce	VERB
easat-3879	241	13	by	by	ADP
easat-3879	241	14	both	both	CCONJ
easat-3879	241	15	the	the	DET
easat-3879	241	16	surrogation	surrogation	NOUN
easat-3879	241	17	and	and	CCONJ
easat-3879	241	18	the	the	DET
easat-3879	241	19	shuffling	shuffle	VERB
easat-3879	241	20	transformations	transformation	NOUN
easat-3879	241	21	.	.	PUNCT
easat-3879	242	1	we	we	PRON
easat-3879	242	2	conclude	conclude	VERB
easat-3879	242	3	that	that	SCONJ
easat-3879	242	4	both	both	CCONJ
easat-3879	242	5	long	long	ADJ
easat-3879	242	6	-	-	PUNCT
easat-3879	242	7	term	term	NOUN
easat-3879	242	8	correlation	correlation	NOUN
easat-3879	242	9	and	and	CCONJ
easat-3879	242	10	heavy	heavy	ADJ
easat-3879	242	11	-	-	PUNCT
easat-3879	242	12	tailed	tail	VERB
easat-3879	242	13	distributions	distribution	NOUN
easat-3879	242	14	contribute	contribute	VERB
easat-3879	242	15	to	to	ADP
easat-3879	242	16	the	the	DET
easat-3879	242	17	multifractal	multifractal	ADJ
easat-3879	242	18	behavior	behavior	NOUN
easat-3879	242	19	of	of	ADP
easat-3879	242	20	the	the	DET
easat-3879	242	21	six	six	NUM
easat-3879	242	22	indices	index	NOUN
easat-3879	242	23	.	.	PUNCT
easat-3879	243	1	in	in	ADP
easat-3879	243	2	summary	summary	NOUN
easat-3879	243	3	,	,	PUNCT
easat-3879	243	4	based	base	VERB
easat-3879	243	5	on	on	ADP
easat-3879	243	6	generalized	generalized	ADJ
easat-3879	243	7	hurst	hurst	PROPN
easat-3879	243	8	exponents	exponents	PROPN
easat-3879	243	9	and	and	CCONJ
easat-3879	243	10	singularity	singularity	NOUN
easat-3879	243	11	spectrum	spectrum	NOUN
easat-3879	243	12	,	,	PUNCT
easat-3879	243	13	we	we	PRON
easat-3879	243	14	found	find	VERB
easat-3879	243	15	that	that	SCONJ
easat-3879	243	16	both	both	CCONJ
easat-3879	243	17	long	long	ADJ
easat-3879	243	18	-	-	PUNCT
easat-3879	243	19	term	term	NOUN
easat-3879	243	20	correlations	correlation	NOUN
easat-3879	243	21	and	and	CCONJ
easat-3879	243	22	heavy	heavy	ADV
easat-3879	243	23	-	-	PUNCT
easat-3879	243	24	tailed	tail	VERB
easat-3879	243	25	distributions	distribution	NOUN
easat-3879	243	26	contribute	contribute	VERB
easat-3879	243	27	to	to	ADP
easat-3879	243	28	the	the	DET
easat-3879	243	29	multifractal	multifractal	ADJ
easat-3879	243	30	behavior	behavior	NOUN
easat-3879	243	31	of	of	ADP
easat-3879	243	32	the	the	DET
easat-3879	243	33	six	six	NUM
easat-3879	243	34	islamic	islamic	ADJ
easat-3879	243	35	stock	stock	NOUN
easat-3879	243	36	markets	market	NOUN
easat-3879	243	37	in	in	ADP
easat-3879	243	38	the	the	DET
easat-3879	243	39	asia	asia	PROPN
easat-3879	243	40	-	-	PUNCT
easat-3879	243	41	pacific	pacific	PROPN
easat-3879	243	42	region	region	NOUN
easat-3879	243	43	.	.	PUNCT
easat-3879	244	1	this	this	DET
easat-3879	244	2	finding	finding	NOUN
easat-3879	244	3	has	have	VERB
easat-3879	244	4	significant	significant	ADJ
easat-3879	244	5	implications	implication	NOUN
easat-3879	244	6	in	in	ADP
easat-3879	244	7	the	the	DET
easat-3879	244	8	six	six	NUM
easat-3879	244	9	islamic	islamic	ADJ
easat-3879	244	10	stock	stock	NOUN
easat-3879	244	11	markets	market	NOUN
easat-3879	244	12	.	.	PUNCT
easat-3879	245	1	the	the	DET
easat-3879	245	2	reduction	reduction	NOUN
easat-3879	245	3	of	of	ADP
easat-3879	245	4	multifractality	multifractality	NOUN
easat-3879	245	5	through	through	ADP
easat-3879	245	6	surrogation	surrogation	NOUN
easat-3879	245	7	and	and	CCONJ
easat-3879	245	8	shuffling	shuffle	VERB
easat-3879	245	9	transformations	transformation	NOUN
easat-3879	245	10	implies	imply	VERB
easat-3879	245	11	that	that	SCONJ
easat-3879	245	12	long	long	ADJ
easat-3879	245	13	-	-	PUNCT
easat-3879	245	14	term	term	NOUN
easat-3879	245	15	correlations	correlation	NOUN
easat-3879	245	16	and	and	CCONJ
easat-3879	245	17	heavy	heavy	ADJ
easat-3879	245	18	-	-	PUNCT
easat-3879	245	19	tailed	tail	VERB
easat-3879	245	20	distributions	distribution	NOUN
easat-3879	245	21	are	be	AUX
easat-3879	245	22	crucial	crucial	ADJ
easat-3879	245	23	for	for	ADP
easat-3879	245	24	understanding	understand	VERB
easat-3879	245	25	the	the	DET
easat-3879	245	26	risk	risk	NOUN
easat-3879	245	27	profiles	profile	NOUN
easat-3879	245	28	of	of	ADP
easat-3879	245	29	the	the	DET
easat-3879	245	30	indices	index	NOUN
easat-3879	245	31	.	.	PUNCT
easat-3879	246	1	for	for	ADP
easat-3879	246	2	risk	risk	NOUN
easat-3879	246	3	managers	manager	NOUN
easat-3879	246	4	,	,	PUNCT
easat-3879	246	5	this	this	PRON
easat-3879	246	6	highlights	highlight	VERB
easat-3879	246	7	the	the	DET
easat-3879	246	8	need	need	NOUN
easat-3879	246	9	to	to	PART
easat-3879	246	10	consider	consider	VERB
easat-3879	246	11	both	both	DET
easat-3879	246	12	long	long	ADJ
easat-3879	246	13	-	-	PUNCT
easat-3879	246	14	term	term	NOUN
easat-3879	246	15	dependencies	dependency	NOUN
easat-3879	246	16	and	and	CCONJ
easat-3879	246	17	extreme	extreme	ADJ
easat-3879	246	18	events	event	NOUN
easat-3879	246	19	when	when	SCONJ
easat-3879	246	20	assessing	assess	VERB
easat-3879	246	21	market	market	NOUN
easat-3879	246	22	risks	risk	NOUN
easat-3879	246	23	.	.	PUNCT
easat-3879	247	1	a	a	DET
easat-3879	247	2	model	model	NOUN
easat-3879	247	3	that	that	PRON
easat-3879	247	4	incorporates	incorporate	VERB
easat-3879	247	5	these	these	DET
easat-3879	247	6	factors	factor	NOUN
easat-3879	247	7	could	could	AUX
easat-3879	247	8	better	well	ADV
easat-3879	247	9	account	account	VERB
easat-3879	247	10	for	for	ADP
easat-3879	247	11	tail	tail	NOUN
easat-3879	247	12	risks	risk	NOUN
easat-3879	247	13	and	and	CCONJ
easat-3879	247	14	extreme	extreme	ADJ
easat-3879	247	15	fluctuations	fluctuation	NOUN
easat-3879	247	16	,	,	PUNCT
easat-3879	247	17	leading	lead	VERB
easat-3879	247	18	to	to	ADP
easat-3879	247	19	more	more	ADV
easat-3879	247	20	robust	robust	ADJ
easat-3879	247	21	risk	risk	NOUN
easat-3879	247	22	management	management	NOUN
easat-3879	247	23	strategies	strategy	NOUN
easat-3879	247	24	.	.	PUNCT
easat-3879	248	1	for	for	ADP
easat-3879	248	2	investors	investor	NOUN
easat-3879	248	3	,	,	PUNCT
easat-3879	248	4	the	the	DET
easat-3879	248	5	reduction	reduction	NOUN
easat-3879	248	6	in	in	ADP
easat-3879	248	7	multifractality	multifractality	NOUN
easat-3879	248	8	could	could	AUX
easat-3879	248	9	suggest	suggest	VERB
easat-3879	248	10	that	that	SCONJ
easat-3879	248	11	certain	certain	ADJ
easat-3879	248	12	strategies	strategy	NOUN
easat-3879	248	13	relying	rely	VERB
easat-3879	248	14	on	on	ADP
easat-3879	248	15	more	more	ADV
easat-3879	248	16	predictable	predictable	ADJ
easat-3879	248	17	correlations	correlation	NOUN
easat-3879	248	18	may	may	AUX
easat-3879	248	19	be	be	AUX
easat-3879	248	20	more	more	ADV
easat-3879	248	21	effective	effective	ADJ
easat-3879	248	22	in	in	ADP
easat-3879	248	23	times	time	NOUN
easat-3879	248	24	of	of	ADP
easat-3879	248	25	reduced	reduced	ADJ
easat-3879	248	26	market	market	NOUN
easat-3879	248	27	complexity	complexity	NOUN
easat-3879	248	28	.	.	PUNCT
easat-3879	249	1	this	this	PRON
easat-3879	249	2	could	could	AUX
easat-3879	249	3	be	be	AUX
easat-3879	249	4	valuable	valuable	ADJ
easat-3879	249	5	in	in	ADP
easat-3879	249	6	constructing	construct	VERB
easat-3879	249	7	portfolios	portfolio	NOUN
easat-3879	249	8	and	and	CCONJ
easat-3879	249	9	devising	devise	VERB
easat-3879	249	10	investment	investment	NOUN
easat-3879	249	11	strategies	strategy	NOUN
easat-3879	249	12	that	that	PRON
easat-3879	249	13	aim	aim	VERB
easat-3879	249	14	to	to	PART
easat-3879	249	15	mitigate	mitigate	VERB
easat-3879	249	16	risk	risk	NOUN
easat-3879	249	17	during	during	ADP
easat-3879	249	18	periods	period	NOUN
easat-3879	249	19	of	of	ADP
easat-3879	249	20	lower	low	ADJ
easat-3879	249	21	market	market	NOUN
easat-3879	249	22	complexity	complexity	NOUN
easat-3879	249	23	,	,	PUNCT
easat-3879	249	24	where	where	SCONJ
easat-3879	249	25	the	the	DET
easat-3879	249	26	long	long	ADJ
easat-3879	249	27	-	-	PUNCT
easat-3879	249	28	term	term	NOUN
easat-3879	249	29	dependencies	dependency	NOUN
easat-3879	249	30	and	and	CCONJ
easat-3879	249	31	extreme	extreme	ADJ
easat-3879	249	32	events	event	NOUN
easat-3879	249	33	may	may	AUX
easat-3879	249	34	be	be	AUX
easat-3879	249	35	less	less	ADV
easat-3879	249	36	impactful	impactful	ADJ
easat-3879	249	37	.	.	PUNCT
easat-3879	250	1	for	for	ADP
easat-3879	250	2	regulators	regulator	NOUN
easat-3879	250	3	,	,	PUNCT
easat-3879	250	4	these	these	DET
easat-3879	250	5	findings	finding	NOUN
easat-3879	250	6	emphasize	emphasize	VERB
easat-3879	250	7	the	the	DET
easat-3879	250	8	importance	importance	NOUN
easat-3879	250	9	of	of	ADP
easat-3879	250	10	considering	consider	VERB
easat-3879	250	11	both	both	CCONJ
easat-3879	250	12	long	long	ADJ
easat-3879	250	13	-	-	PUNCT
easat-3879	250	14	term	term	NOUN
easat-3879	250	15	correlations	correlation	NOUN
easat-3879	250	16	and	and	CCONJ
easat-3879	250	17	the	the	DET
easat-3879	250	18	impact	impact	NOUN
easat-3879	250	19	of	of	ADP
easat-3879	250	20	extreme	extreme	ADJ
easat-3879	250	21	market	market	NOUN
easat-3879	250	22	events	event	NOUN
easat-3879	250	23	.	.	PUNCT
easat-3879	251	1	by	by	ADP
easat-3879	251	2	identifying	identify	VERB
easat-3879	251	3	the	the	DET
easat-3879	251	4	sources	source	NOUN
easat-3879	251	5	of	of	ADP
easat-3879	251	6	multifractality	multifractality	NOUN
easat-3879	251	7	,	,	PUNCT
easat-3879	251	8	policymakers	policymaker	NOUN
easat-3879	251	9	can	can	AUX
easat-3879	251	10	better	well	ADV
easat-3879	251	11	understand	understand	VERB
easat-3879	251	12	the	the	DET
easat-3879	251	13	systemic	systemic	ADJ
easat-3879	251	14	risks	risk	NOUN
easat-3879	251	15	present	present	ADJ
easat-3879	251	16	in	in	ADP
easat-3879	251	17	the	the	DET
easat-3879	251	18	market	market	NOUN
easat-3879	251	19	,	,	PUNCT
easat-3879	251	20	particularly	particularly	ADV
easat-3879	251	21	in	in	ADP
easat-3879	251	22	terms	term	NOUN
easat-3879	251	23	of	of	ADP
easat-3879	251	24	how	how	SCONJ
easat-3879	251	25	shocks	shock	NOUN
easat-3879	251	26	in	in	ADP
easat-3879	251	27	one	one	NUM
easat-3879	251	28	market	market	NOUN
easat-3879	251	29	may	may	AUX
easat-3879	251	30	propagate	propagate	VERB
easat-3879	251	31	across	across	ADP
easat-3879	251	32	others	other	NOUN
easat-3879	251	33	.	.	PUNCT
easat-3879	252	1	this	this	DET
easat-3879	252	2	insight	insight	NOUN
easat-3879	252	3	could	could	AUX
easat-3879	252	4	guide	guide	VERB
easat-3879	252	5	the	the	DET
easat-3879	252	6	development	development	NOUN
easat-3879	252	7	of	of	ADP
easat-3879	252	8	regulations	regulation	NOUN
easat-3879	252	9	to	to	PART
easat-3879	252	10	mitigate	mitigate	VERB
easat-3879	252	11	systemic	systemic	ADJ
easat-3879	252	12	risk	risk	NOUN
easat-3879	252	13	and	and	CCONJ
easat-3879	252	14	improve	improve	VERB
easat-3879	252	15	market	market	NOUN
easat-3879	252	16	stability	stability	NOUN
easat-3879	252	17	.	.	PUNCT
easat-3879	253	1	4.6	4.6	NUM
easat-3879	253	2	.	.	PUNCT
easat-3879	253	3	discussion	discussion	NOUN
easat-3879	253	4	in	in	ADP
easat-3879	253	5	comparing	compare	VERB
easat-3879	253	6	the	the	DET
easat-3879	253	7	results	result	NOUN
easat-3879	253	8	of	of	ADP
easat-3879	253	9	the	the	DET
easat-3879	253	10	current	current	ADJ
easat-3879	253	11	study	study	NOUN
easat-3879	253	12	with	with	ADP
easat-3879	253	13	previous	previous	ADJ
easat-3879	253	14	literature	literature	NOUN
easat-3879	253	15	,	,	PUNCT
easat-3879	253	16	several	several	ADJ
easat-3879	253	17	key	key	ADJ
easat-3879	253	18	points	point	NOUN
easat-3879	253	19	emerge	emerge	VERB
easat-3879	253	20	.	.	PUNCT
easat-3879	254	1	the	the	DET
easat-3879	254	2	current	current	ADJ
easat-3879	254	3	research	research	NOUN
easat-3879	254	4	on	on	ADP
easat-3879	254	5	islamic	islamic	ADJ
easat-3879	254	6	stock	stock	NOUN
easat-3879	254	7	markets	market	NOUN
easat-3879	254	8	in	in	ADP
easat-3879	254	9	the	the	DET
easat-3879	254	10	asia	asia	PROPN
easat-3879	254	11	-	-	PUNCT
easat-3879	254	12	pacific	pacific	PROPN
easat-3879	254	13	region	region	NOUN
easat-3879	254	14	,	,	PUNCT
easat-3879	254	15	using	use	VERB
easat-3879	254	16	the	the	DET
easat-3879	254	17	mf	mf	NOUN
easat-3879	254	18	-	-	PUNCT
easat-3879	254	19	dfa	dfa	NOUN
easat-3879	254	20	method	method	NOUN
easat-3879	254	21	,	,	PUNCT
easat-3879	254	22	mirrors	mirror	VERB
easat-3879	254	23	many	many	ADJ
easat-3879	254	24	findings	finding	NOUN
easat-3879	254	25	from	from	ADP
easat-3879	254	26	global	global	ADJ
easat-3879	254	27	studies	study	NOUN
easat-3879	254	28	in	in	ADP
easat-3879	254	29	demonstrating	demonstrate	VERB
easat-3879	254	30	that	that	DET
easat-3879	254	31	multifractality	multifractality	NOUN
easat-3879	254	32	is	be	AUX
easat-3879	254	33	a	a	DET
easat-3879	254	34	widespread	widespread	ADJ
easat-3879	254	35	characteristic	characteristic	NOUN
easat-3879	254	36	in	in	ADP
easat-3879	254	37	financial	financial	ADJ
easat-3879	254	38	markets	market	NOUN
easat-3879	254	39	,	,	PUNCT
easat-3879	254	40	highlighting	highlight	VERB
easat-3879	254	41	inefficiencies	inefficiency	NOUN
easat-3879	254	42	that	that	SCONJ
easat-3879	254	43	traditional	traditional	ADJ
easat-3879	254	44	models	model	NOUN
easat-3879	254	45	may	may	AUX
easat-3879	254	46	fail	fail	VERB
easat-3879	254	47	to	to	PART
easat-3879	254	48	capture	capture	VERB
easat-3879	254	49	.	.	PUNCT
easat-3879	255	1	previous	previous	ADJ
easat-3879	255	2	studies	study	NOUN
easat-3879	255	3	,	,	PUNCT
easat-3879	255	4	such	such	ADJ
easat-3879	255	5	as	as	ADP
easat-3879	255	6	those	those	PRON
easat-3879	255	7	by	by	ADP
easat-3879	255	8	norouzzadeh	norouzzadeh	NOUN
easat-3879	255	9	and	and	CCONJ
easat-3879	255	10	rahmani	rahmani	VERB
easat-3879	256	1	[	[	X
easat-3879	256	2	12	12	NUM
easat-3879	256	3	]	]	PUNCT
easat-3879	256	4	and	and	CCONJ
easat-3879	256	5	xinsheng	xinsheng	PROPN
easat-3879	256	6	et	et	PROPN
easat-3879	256	7	al	al	PROPN
easat-3879	256	8	.	.	PUNCT
easat-3879	257	1	[	[	X
easat-3879	257	2	13	13	NUM
easat-3879	257	3	]	]	PUNCT
easat-3879	257	4	,	,	PUNCT
easat-3879	257	5	also	also	ADV
easat-3879	257	6	revealed	reveal	VERB
easat-3879	257	7	that	that	SCONJ
easat-3879	257	8	multifractality	multifractality	NOUN
easat-3879	257	9	stems	stem	VERB
easat-3879	257	10	from	from	ADP
easat-3879	257	11	both	both	CCONJ
easat-3879	257	12	long	long	ADJ
easat-3879	257	13	-	-	PUNCT
easat-3879	257	14	term	term	NOUN
easat-3879	257	15	correlations	correlation	NOUN
easat-3879	257	16	and	and	CCONJ
easat-3879	257	17	fat	fat	ADJ
easat-3879	257	18	-	-	PUNCT
easat-3879	257	19	tailed	tail	VERB
easat-3879	257	20	distributions	distribution	NOUN
easat-3879	257	21	.	.	PUNCT
easat-3879	258	1	these	these	DET
easat-3879	258	2	studies	study	NOUN
easat-3879	258	3	,	,	PUNCT
easat-3879	258	4	similar	similar	ADJ
easat-3879	258	5	to	to	ADP
easat-3879	258	6	the	the	DET
easat-3879	258	7	present	present	ADJ
easat-3879	258	8	work	work	NOUN
easat-3879	258	9	,	,	PUNCT
easat-3879	258	10	found	find	VERB
easat-3879	258	11	that	that	SCONJ
easat-3879	258	12	multifractality	multifractality	NOUN
easat-3879	258	13	challenges	challenge	VERB
easat-3879	258	14	the	the	DET
easat-3879	258	15	assumption	assumption	NOUN
easat-3879	258	16	of	of	ADP
easat-3879	258	17	market	market	NOUN
easat-3879	258	18	efficiency	efficiency	NOUN
easat-3879	258	19	.	.	PUNCT
easat-3879	259	1	the	the	DET
easat-3879	259	2	findings	finding	NOUN
easat-3879	259	3	in	in	ADP
easat-3879	259	4	this	this	DET
easat-3879	259	5	paper	paper	NOUN
easat-3879	259	6	,	,	PUNCT
easat-3879	259	7	where	where	SCONJ
easat-3879	259	8	long	long	ADJ
easat-3879	259	9	-	-	PUNCT
easat-3879	259	10	term	term	NOUN
easat-3879	259	11	correlations	correlation	NOUN
easat-3879	259	12	and	and	CCONJ
easat-3879	259	13	heavy	heavy	ADJ
easat-3879	259	14	-	-	PUNCT
easat-3879	259	15	tailed	tail	VERB
easat-3879	259	16	distributions	distribution	NOUN
easat-3879	259	17	are	be	AUX
easat-3879	259	18	identified	identify	VERB
easat-3879	259	19	as	as	ADP
easat-3879	259	20	key	key	ADJ
easat-3879	259	21	contributors	contributor	NOUN
easat-3879	259	22	to	to	ADP
easat-3879	259	23	market	market	NOUN
easat-3879	259	24	inefficiencies	inefficiency	NOUN
easat-3879	259	25	,	,	PUNCT
easat-3879	259	26	echo	echo	VERB
easat-3879	259	27	the	the	DET
easat-3879	259	28	results	result	NOUN
easat-3879	259	29	of	of	ADP
easat-3879	259	30	wang	wang	PROPN
easat-3879	259	31	et	et	PROPN
easat-3879	259	32	al	al	PROPN
easat-3879	259	33	.	.	PUNCT
easat-3879	260	1	[	[	X
easat-3879	260	2	16	16	NUM
easat-3879	260	3	]	]	PUNCT
easat-3879	260	4	and	and	CCONJ
easat-3879	260	5	el	el	PROPN
easat-3879	260	6	alaoui	alaoui	NOUN
easat-3879	260	7	and	and	CCONJ
easat-3879	260	8	benbachir	benbachir	VERB
easat-3879	261	1	[	[	X
easat-3879	261	2	15	15	NUM
easat-3879	261	3	]	]	X
easat-3879	261	4	,	,	PUNCT
easat-3879	261	5	who	who	PRON
easat-3879	261	6	also	also	ADV
easat-3879	261	7	identified	identify	VERB
easat-3879	261	8	these	these	DET
easat-3879	261	9	two	two	NUM
easat-3879	261	10	elements	element	NOUN
easat-3879	261	11	as	as	ADP
easat-3879	261	12	significant	significant	ADJ
easat-3879	261	13	drivers	driver	NOUN
easat-3879	261	14	of	of	ADP
easat-3879	261	15	multifractal	multifractal	ADJ
easat-3879	261	16	behavior	behavior	NOUN
easat-3879	261	17	in	in	ADP
easat-3879	261	18	stock	stock	NOUN
easat-3879	261	19	markets	market	NOUN
easat-3879	261	20	.	.	PUNCT
easat-3879	262	1	8830	8830	NUM
easat-3879	262	2	edelweiss	edelweiss	PROPN
easat-3879	262	3	applied	apply	VERB
easat-3879	262	4	science	science	NOUN
easat-3879	262	5	and	and	CCONJ
easat-3879	262	6	technology	technology	NOUN
easat-3879	262	7	issn	issn	PROPN
easat-3879	262	8	:	:	PUNCT
easat-3879	262	9	2576	2576	NUM
easat-3879	262	10	-	-	SYM
easat-3879	262	11	8484	8484	NUM
easat-3879	262	12	vol	vol	NOUN
easat-3879	262	13	.	.	PROPN
easat-3879	262	14	8	8	NUM
easat-3879	262	15	,	,	PUNCT
easat-3879	262	16	no	no	INTJ
easat-3879	262	17	.	.	NOUN
easat-3879	263	1	6	6	NUM
easat-3879	263	2	:	:	SYM
easat-3879	263	3	8815	8815	NUM
easat-3879	263	4	-	-	SYM
easat-3879	263	5	8832	8832	NUM
easat-3879	263	6	,	,	PUNCT
easat-3879	263	7	2024	2024	NUM
easat-3879	263	8	doi	doi	NOUN
easat-3879	263	9	:	:	PUNCT
easat-3879	263	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	263	11	©	©	PROPN
easat-3879	263	12	2024	2024	NUM
easat-3879	263	13	by	by	ADP
easat-3879	263	14	the	the	DET
easat-3879	263	15	authors	author	NOUN
easat-3879	263	16	;	;	PUNCT
easat-3879	263	17	licensee	licensee	PROPN
easat-3879	263	18	learning	learning	NOUN
easat-3879	263	19	gate	gate	VERB
easat-3879	263	20	the	the	DET
easat-3879	263	21	study	study	NOUN
easat-3879	263	22	also	also	ADV
easat-3879	263	23	aligns	align	VERB
easat-3879	263	24	with	with	ADP
easat-3879	263	25	rui	rui	PROPN
easat-3879	263	26	et	et	PROPN
easat-3879	263	27	al	al	PROPN
easat-3879	263	28	.	.	PUNCT
easat-3879	264	1	[	[	X
easat-3879	264	2	17	17	NUM
easat-3879	264	3	]	]	PUNCT
easat-3879	264	4	and	and	CCONJ
easat-3879	264	5	hasan	hasan	PROPN
easat-3879	264	6	and	and	CCONJ
easat-3879	264	7	mohammad	mohammad	PROPN
easat-3879	265	1	[	[	X
easat-3879	265	2	18	18	NUM
easat-3879	265	3	]	]	PUNCT
easat-3879	265	4	,	,	PUNCT
easat-3879	265	5	where	where	SCONJ
easat-3879	265	6	multifractality	multifractality	NOUN
easat-3879	265	7	was	be	AUX
easat-3879	265	8	observed	observe	VERB
easat-3879	265	9	across	across	ADP
easat-3879	265	10	various	various	ADJ
easat-3879	265	11	markets	market	NOUN
easat-3879	265	12	and	and	CCONJ
easat-3879	265	13	during	during	ADP
easat-3879	265	14	crises	crisis	NOUN
easat-3879	265	15	,	,	PUNCT
easat-3879	265	16	underscoring	underscore	VERB
easat-3879	265	17	that	that	DET
easat-3879	265	18	market	market	NOUN
easat-3879	265	19	inefficiencies	inefficiency	NOUN
easat-3879	265	20	can	can	AUX
easat-3879	265	21	persist	persist	VERB
easat-3879	265	22	even	even	ADV
easat-3879	265	23	during	during	ADP
easat-3879	265	24	periods	period	NOUN
easat-3879	265	25	of	of	ADP
easat-3879	265	26	market	market	NOUN
easat-3879	265	27	stress	stress	NOUN
easat-3879	265	28	.	.	PUNCT
easat-3879	266	1	the	the	DET
easat-3879	266	2	presence	presence	NOUN
easat-3879	266	3	of	of	ADP
easat-3879	266	4	multifractality	multifractality	NOUN
easat-3879	266	5	in	in	ADP
easat-3879	266	6	the	the	DET
easat-3879	266	7	asia	asia	PROPN
easat-3879	266	8	-	-	PUNCT
easat-3879	266	9	pacific	pacific	PROPN
easat-3879	266	10	islamic	islamic	ADJ
easat-3879	266	11	stock	stock	NOUN
easat-3879	266	12	markets	market	NOUN
easat-3879	266	13	reinforces	reinforce	VERB
easat-3879	266	14	the	the	DET
easat-3879	266	15	idea	idea	NOUN
easat-3879	266	16	that	that	SCONJ
easat-3879	266	17	such	such	ADJ
easat-3879	266	18	inefficiencies	inefficiency	NOUN
easat-3879	266	19	are	be	AUX
easat-3879	266	20	not	not	PART
easat-3879	266	21	confined	confine	VERB
easat-3879	266	22	to	to	ADP
easat-3879	266	23	specific	specific	ADJ
easat-3879	266	24	regions	region	NOUN
easat-3879	266	25	or	or	CCONJ
easat-3879	266	26	asset	asset	NOUN
easat-3879	266	27	classes	class	NOUN
easat-3879	266	28	but	but	CCONJ
easat-3879	266	29	are	be	AUX
easat-3879	266	30	a	a	DET
easat-3879	266	31	global	global	ADJ
easat-3879	266	32	phenomenon	phenomenon	NOUN
easat-3879	266	33	.	.	PUNCT
easat-3879	267	1	this	this	PRON
easat-3879	267	2	is	be	AUX
easat-3879	267	3	consistent	consistent	ADJ
easat-3879	267	4	with	with	ADP
easat-3879	267	5	findings	finding	NOUN
easat-3879	267	6	by	by	ADP
easat-3879	267	7	faheem	faheem	NOUN
easat-3879	267	8	et	et	PROPN
easat-3879	267	9	al	al	PROPN
easat-3879	267	10	.	.	PUNCT
easat-3879	268	1	[	[	X
easat-3879	268	2	24	24	NUM
easat-3879	268	3	]	]	PUNCT
easat-3879	268	4	and	and	CCONJ
easat-3879	268	5	raza	raza	PROPN
easat-3879	268	6	et	et	PROPN
easat-3879	268	7	al	al	PROPN
easat-3879	268	8	.	.	PUNCT
easat-3879	269	1	[	[	X
easat-3879	269	2	26	26	NUM
easat-3879	269	3	]	]	X
easat-3879	269	4	,	,	PUNCT
easat-3879	269	5	who	who	PRON
easat-3879	269	6	observed	observe	VERB
easat-3879	269	7	varying	vary	VERB
easat-3879	269	8	degrees	degree	NOUN
easat-3879	269	9	of	of	ADP
easat-3879	269	10	multifractality	multifractality	NOUN
easat-3879	269	11	across	across	ADP
easat-3879	269	12	different	different	ADJ
easat-3879	269	13	markets	market	NOUN
easat-3879	269	14	and	and	CCONJ
easat-3879	269	15	sectors	sector	NOUN
easat-3879	269	16	.	.	PUNCT
easat-3879	270	1	importantly	importantly	ADV
easat-3879	270	2	,	,	PUNCT
easat-3879	270	3	the	the	DET
easat-3879	270	4	current	current	ADJ
easat-3879	270	5	study	study	NOUN
easat-3879	270	6	contributes	contribute	VERB
easat-3879	270	7	to	to	ADP
easat-3879	270	8	the	the	DET
easat-3879	270	9	literature	literature	NOUN
easat-3879	270	10	by	by	ADP
easat-3879	270	11	focusing	focus	VERB
easat-3879	270	12	specifically	specifically	ADV
easat-3879	270	13	on	on	ADP
easat-3879	270	14	islamic	islamic	ADJ
easat-3879	270	15	stock	stock	NOUN
easat-3879	270	16	markets	market	NOUN
easat-3879	270	17	in	in	ADP
easat-3879	270	18	the	the	DET
easat-3879	270	19	asia	asia	PROPN
easat-3879	270	20	-	-	PUNCT
easat-3879	270	21	pacific	pacific	PROPN
easat-3879	270	22	region	region	NOUN
easat-3879	270	23	,	,	PUNCT
easat-3879	270	24	providing	provide	VERB
easat-3879	270	25	a	a	DET
easat-3879	270	26	regional	regional	ADJ
easat-3879	270	27	perspective	perspective	NOUN
easat-3879	270	28	on	on	ADP
easat-3879	270	29	how	how	SCONJ
easat-3879	270	30	multifractality	multifractality	NOUN
easat-3879	270	31	manifests	manifest	NOUN
easat-3879	270	32	in	in	ADP
easat-3879	270	33	these	these	DET
easat-3879	270	34	markets	market	NOUN
easat-3879	270	35	.	.	PUNCT
easat-3879	271	1	the	the	DET
easat-3879	271	2	results	result	NOUN
easat-3879	271	3	support	support	VERB
easat-3879	271	4	the	the	DET
easat-3879	271	5	findings	finding	NOUN
easat-3879	271	6	from	from	ADP
easat-3879	271	7	tiwari	tiwari	PROPN
easat-3879	271	8	et	et	PROPN
easat-3879	271	9	al	al	PROPN
easat-3879	271	10	.	.	PUNCT
easat-3879	272	1	[	[	X
easat-3879	272	2	19	19	NUM
easat-3879	272	3	]	]	PUNCT
easat-3879	272	4	and	and	CCONJ
easat-3879	272	5	hong	hong	PROPN
easat-3879	272	6	-	-	PUNCT
easat-3879	272	7	yong	yong	PROPN
easat-3879	272	8	and	and	CCONJ
easat-3879	272	9	tongtong	tongtong	PROPN
easat-3879	273	1	[	[	X
easat-3879	273	2	20	20	NUM
easat-3879	273	3	]	]	PUNCT
easat-3879	273	4	,	,	PUNCT
easat-3879	273	5	which	which	PRON
easat-3879	273	6	highlight	highlight	VERB
easat-3879	273	7	the	the	DET
easat-3879	273	8	presence	presence	NOUN
easat-3879	273	9	of	of	ADP
easat-3879	273	10	multifractality	multifractality	NOUN
easat-3879	273	11	in	in	ADP
easat-3879	273	12	sectoral	sectoral	ADJ
easat-3879	273	13	indices	index	NOUN
easat-3879	273	14	and	and	CCONJ
easat-3879	273	15	the	the	DET
easat-3879	273	16	variability	variability	NOUN
easat-3879	273	17	of	of	ADP
easat-3879	273	18	fractal	fractal	ADJ
easat-3879	273	19	characteristics	characteristic	NOUN
easat-3879	273	20	across	across	ADP
easat-3879	273	21	time	time	NOUN
easat-3879	273	22	scales	scale	NOUN
easat-3879	273	23	.	.	PUNCT
easat-3879	274	1	in	in	ADP
easat-3879	274	2	summary	summary	NOUN
easat-3879	274	3	,	,	PUNCT
easat-3879	274	4	the	the	DET
easat-3879	274	5	findings	finding	NOUN
easat-3879	274	6	from	from	ADP
easat-3879	274	7	the	the	DET
easat-3879	274	8	current	current	ADJ
easat-3879	274	9	study	study	NOUN
easat-3879	274	10	,	,	PUNCT
easat-3879	274	11	which	which	PRON
easat-3879	274	12	confirm	confirm	VERB
easat-3879	274	13	the	the	DET
easat-3879	274	14	multifractal	multifractal	ADJ
easat-3879	274	15	nature	nature	NOUN
easat-3879	274	16	of	of	ADP
easat-3879	274	17	islamic	islamic	ADJ
easat-3879	274	18	stock	stock	NOUN
easat-3879	274	19	markets	market	NOUN
easat-3879	274	20	in	in	ADP
easat-3879	274	21	the	the	DET
easat-3879	274	22	asia	asia	PROPN
easat-3879	274	23	-	-	PUNCT
easat-3879	274	24	pacific	pacific	PROPN
easat-3879	274	25	region	region	NOUN
easat-3879	274	26	,	,	PUNCT
easat-3879	274	27	align	align	VERB
easat-3879	274	28	closely	closely	ADV
easat-3879	274	29	with	with	ADP
easat-3879	274	30	previous	previous	ADJ
easat-3879	274	31	research	research	NOUN
easat-3879	274	32	across	across	ADP
easat-3879	274	33	various	various	ADJ
easat-3879	274	34	markets	market	NOUN
easat-3879	274	35	and	and	CCONJ
easat-3879	274	36	time	time	NOUN
easat-3879	274	37	periods	period	NOUN
easat-3879	274	38	.	.	PUNCT
easat-3879	275	1	the	the	DET
easat-3879	275	2	results	result	NOUN
easat-3879	275	3	provide	provide	VERB
easat-3879	275	4	further	further	ADJ
easat-3879	275	5	evidence	evidence	NOUN
easat-3879	275	6	of	of	ADP
easat-3879	275	7	the	the	DET
easat-3879	275	8	applicability	applicability	NOUN
easat-3879	275	9	of	of	ADP
easat-3879	275	10	mf	mf	NOUN
easat-3879	275	11	-	-	PUNCT
easat-3879	275	12	dfa	dfa	NOUN
easat-3879	275	13	in	in	ADP
easat-3879	275	14	detecting	detect	VERB
easat-3879	275	15	market	market	NOUN
easat-3879	275	16	inefficiencies	inefficiency	NOUN
easat-3879	275	17	and	and	CCONJ
easat-3879	275	18	understanding	understand	VERB
easat-3879	275	19	the	the	DET
easat-3879	275	20	complexities	complexity	NOUN
easat-3879	275	21	that	that	SCONJ
easat-3879	275	22	traditional	traditional	ADJ
easat-3879	275	23	models	model	NOUN
easat-3879	275	24	may	may	AUX
easat-3879	275	25	overlook	overlook	VERB
easat-3879	275	26	.	.	PUNCT
easat-3879	276	1	this	this	DET
easat-3879	276	2	comparison	comparison	NOUN
easat-3879	276	3	with	with	ADP
easat-3879	276	4	the	the	DET
easat-3879	276	5	existing	exist	VERB
easat-3879	276	6	literature	literature	NOUN
easat-3879	276	7	highlights	highlight	VERB
easat-3879	276	8	the	the	DET
easat-3879	276	9	value	value	NOUN
easat-3879	276	10	of	of	ADP
easat-3879	276	11	multifractal	multifractal	ADJ
easat-3879	276	12	analysis	analysis	NOUN
easat-3879	276	13	as	as	ADP
easat-3879	276	14	a	a	DET
easat-3879	276	15	tool	tool	NOUN
easat-3879	276	16	for	for	ADP
easat-3879	276	17	assessing	assess	VERB
easat-3879	276	18	market	market	NOUN
easat-3879	276	19	behavior	behavior	NOUN
easat-3879	276	20	,	,	PUNCT
easat-3879	276	21	especially	especially	ADV
easat-3879	276	22	in	in	ADP
easat-3879	276	23	identifying	identify	VERB
easat-3879	276	24	sources	source	NOUN
easat-3879	276	25	of	of	ADP
easat-3879	276	26	inefficiency	inefficiency	NOUN
easat-3879	276	27	and	and	CCONJ
easat-3879	276	28	forecasting	forecast	VERB
easat-3879	276	29	future	future	ADJ
easat-3879	276	30	market	market	NOUN
easat-3879	276	31	movements	movement	NOUN
easat-3879	276	32	.	.	PUNCT
easat-3879	277	1	5	5	X
easat-3879	277	2	.	.	X
easat-3879	277	3	conclusion	conclusion	NOUN
easat-3879	277	4	in	in	ADP
easat-3879	277	5	conclusion	conclusion	NOUN
easat-3879	277	6	,	,	PUNCT
easat-3879	277	7	this	this	DET
easat-3879	277	8	paper	paper	NOUN
easat-3879	277	9	provides	provide	VERB
easat-3879	277	10	a	a	DET
easat-3879	277	11	thorough	thorough	ADJ
easat-3879	277	12	assessment	assessment	NOUN
easat-3879	277	13	of	of	ADP
easat-3879	277	14	the	the	DET
easat-3879	277	15	informational	informational	ADJ
easat-3879	277	16	efficiency	efficiency	NOUN
easat-3879	277	17	of	of	ADP
easat-3879	277	18	seven	seven	NUM
easat-3879	277	19	islamic	islamic	ADJ
easat-3879	277	20	stock	stock	NOUN
easat-3879	277	21	markets	market	NOUN
easat-3879	277	22	in	in	ADP
easat-3879	277	23	the	the	DET
easat-3879	277	24	asia	asia	PROPN
easat-3879	277	25	-	-	PUNCT
easat-3879	277	26	pacific	pacific	PROPN
easat-3879	277	27	region	region	NOUN
easat-3879	277	28	by	by	ADP
easat-3879	277	29	focusing	focus	VERB
easat-3879	277	30	on	on	ADP
easat-3879	277	31	their	their	PRON
easat-3879	277	32	multifractal	multifractal	ADJ
easat-3879	277	33	characteristics	characteristic	NOUN
easat-3879	277	34	.	.	PUNCT
easat-3879	278	1	the	the	DET
easat-3879	278	2	study	study	NOUN
easat-3879	278	3	has	have	AUX
easat-3879	278	4	successfully	successfully	ADV
easat-3879	278	5	met	meet	VERB
easat-3879	278	6	its	its	PRON
easat-3879	278	7	two	two	NUM
easat-3879	278	8	primary	primary	ADJ
easat-3879	278	9	objectives	objective	NOUN
easat-3879	278	10	:	:	PUNCT
easat-3879	278	11	capturing	capture	VERB
easat-3879	278	12	and	and	CCONJ
easat-3879	278	13	quantifying	quantify	VERB
easat-3879	278	14	the	the	DET
easat-3879	278	15	degree	degree	NOUN
easat-3879	278	16	of	of	ADP
easat-3879	278	17	multifractality	multifractality	NOUN
easat-3879	278	18	and	and	CCONJ
easat-3879	278	19	identifying	identify	VERB
easat-3879	278	20	its	its	PRON
easat-3879	278	21	sources	source	NOUN
easat-3879	278	22	within	within	ADP
easat-3879	278	23	these	these	DET
easat-3879	278	24	markets	market	NOUN
easat-3879	278	25	.	.	PUNCT
easat-3879	279	1	through	through	ADP
easat-3879	279	2	the	the	DET
easat-3879	279	3	application	application	NOUN
easat-3879	279	4	of	of	ADP
easat-3879	279	5	the	the	DET
easat-3879	279	6	mf	mf	NOUN
easat-3879	279	7	-	-	PUNCT
easat-3879	279	8	dfa	dfa	NOUN
easat-3879	279	9	method	method	NOUN
easat-3879	279	10	,	,	PUNCT
easat-3879	279	11	based	base	VERB
easat-3879	279	12	on	on	ADP
easat-3879	279	13	generalized	generalized	ADJ
easat-3879	279	14	hurst	hurst	PROPN
easat-3879	279	15	exponents	exponents	PROPN
easat-3879	279	16	,	,	PUNCT
easat-3879	279	17	rényi	rényi	NOUN
easat-3879	279	18	exponents	exponent	NOUN
easat-3879	279	19	,	,	PUNCT
easat-3879	279	20	and	and	CCONJ
easat-3879	279	21	the	the	DET
easat-3879	279	22	singularity	singularity	NOUN
easat-3879	279	23	spectrum	spectrum	NOUN
easat-3879	279	24	,	,	PUNCT
easat-3879	279	25	the	the	DET
easat-3879	279	26	research	research	NOUN
easat-3879	279	27	reveals	reveal	VERB
easat-3879	279	28	that	that	SCONJ
easat-3879	279	29	all	all	DET
easat-3879	279	30	six	six	NUM
easat-3879	279	31	islamic	islamic	ADJ
easat-3879	279	32	markets	market	NOUN
easat-3879	279	33	exhibit	exhibit	VERB
easat-3879	279	34	multifractal	multifractal	ADJ
easat-3879	279	35	properties	property	NOUN
easat-3879	279	36	.	.	PUNCT
easat-3879	280	1	this	this	DET
easat-3879	280	2	finding	finding	NOUN
easat-3879	280	3	is	be	AUX
easat-3879	280	4	significant	significant	ADJ
easat-3879	280	5	as	as	SCONJ
easat-3879	280	6	it	it	PRON
easat-3879	280	7	suggests	suggest	VERB
easat-3879	280	8	a	a	DET
easat-3879	280	9	departure	departure	NOUN
easat-3879	280	10	from	from	ADP
easat-3879	280	11	the	the	DET
easat-3879	280	12	efficient	efficient	ADJ
easat-3879	280	13	market	market	NOUN
easat-3879	280	14	hypothesis	hypothesis	NOUN
easat-3879	280	15	,	,	PUNCT
easat-3879	280	16	which	which	PRON
easat-3879	280	17	posits	posit	VERB
easat-3879	280	18	that	that	SCONJ
easat-3879	280	19	markets	market	NOUN
easat-3879	280	20	are	be	AUX
easat-3879	280	21	fully	fully	ADV
easat-3879	280	22	efficient	efficient	ADJ
easat-3879	280	23	and	and	CCONJ
easat-3879	280	24	that	that	SCONJ
easat-3879	280	25	asset	asset	NOUN
easat-3879	280	26	prices	price	NOUN
easat-3879	280	27	reflect	reflect	VERB
easat-3879	280	28	all	all	DET
easat-3879	280	29	available	available	ADJ
easat-3879	280	30	information	information	NOUN
easat-3879	280	31	.	.	PUNCT
easat-3879	281	1	the	the	DET
easat-3879	281	2	observed	observed	ADJ
easat-3879	281	3	multifractality	multifractality	NOUN
easat-3879	281	4	implies	imply	VERB
easat-3879	281	5	that	that	SCONJ
easat-3879	281	6	these	these	DET
easat-3879	281	7	markets	market	NOUN
easat-3879	281	8	do	do	AUX
easat-3879	281	9	not	not	PART
easat-3879	281	10	adhere	adhere	VERB
easat-3879	281	11	to	to	ADP
easat-3879	281	12	this	this	DET
easat-3879	281	13	hypothesis	hypothesis	NOUN
easat-3879	281	14	,	,	PUNCT
easat-3879	281	15	highlighting	highlight	VERB
easat-3879	281	16	inefficiencies	inefficiency	NOUN
easat-3879	281	17	where	where	SCONJ
easat-3879	281	18	historical	historical	ADJ
easat-3879	281	19	price	price	NOUN
easat-3879	281	20	patterns	pattern	NOUN
easat-3879	281	21	and	and	CCONJ
easat-3879	281	22	long	long	ADJ
easat-3879	281	23	-	-	PUNCT
easat-3879	281	24	term	term	NOUN
easat-3879	281	25	trends	trend	NOUN
easat-3879	281	26	can	can	AUX
easat-3879	281	27	potentially	potentially	ADV
easat-3879	281	28	be	be	AUX
easat-3879	281	29	leveraged	leverage	VERB
easat-3879	281	30	to	to	PART
easat-3879	281	31	gain	gain	VERB
easat-3879	281	32	insights	insight	NOUN
easat-3879	281	33	into	into	ADP
easat-3879	281	34	future	future	ADJ
easat-3879	281	35	market	market	NOUN
easat-3879	281	36	movements	movement	NOUN
easat-3879	281	37	.	.	PUNCT
easat-3879	282	1	moreover	moreover	ADV
easat-3879	282	2	,	,	PUNCT
easat-3879	282	3	we	we	PRON
easat-3879	282	4	employ	employ	VERB
easat-3879	282	5	surrogation	surrogation	NOUN
easat-3879	282	6	and	and	CCONJ
easat-3879	282	7	shuffling	shuffle	VERB
easat-3879	282	8	techniques	technique	NOUN
easat-3879	282	9	to	to	PART
easat-3879	282	10	further	far	ADV
easat-3879	282	11	investigate	investigate	VERB
easat-3879	282	12	the	the	DET
easat-3879	282	13	sources	source	NOUN
easat-3879	282	14	of	of	ADP
easat-3879	282	15	multifractality	multifractality	NOUN
easat-3879	282	16	.	.	PUNCT
easat-3879	283	1	the	the	DET
easat-3879	283	2	results	result	NOUN
easat-3879	283	3	indicate	indicate	VERB
easat-3879	283	4	that	that	SCONJ
easat-3879	283	5	both	both	CCONJ
easat-3879	283	6	long	long	ADJ
easat-3879	283	7	-	-	PUNCT
easat-3879	283	8	term	term	NOUN
easat-3879	283	9	correlations	correlation	NOUN
easat-3879	283	10	and	and	CCONJ
easat-3879	283	11	heavy	heavy	ADJ
easat-3879	283	12	-	-	PUNCT
easat-3879	283	13	tailed	tail	VERB
easat-3879	283	14	distributions	distribution	NOUN
easat-3879	283	15	are	be	AUX
easat-3879	283	16	key	key	ADJ
easat-3879	283	17	factors	factor	NOUN
easat-3879	283	18	contributing	contribute	VERB
easat-3879	283	19	to	to	ADP
easat-3879	283	20	the	the	DET
easat-3879	283	21	observed	observe	VERB
easat-3879	283	22	multifractal	multifractal	ADJ
easat-3879	283	23	behavior	behavior	NOUN
easat-3879	283	24	.	.	PUNCT
easat-3879	284	1	together	together	ADV
easat-3879	284	2	,	,	PUNCT
easat-3879	284	3	these	these	DET
easat-3879	284	4	elements	element	NOUN
easat-3879	284	5	challenge	challenge	VERB
easat-3879	284	6	the	the	DET
easat-3879	284	7	notion	notion	NOUN
easat-3879	284	8	of	of	ADP
easat-3879	284	9	market	market	NOUN
easat-3879	284	10	randomness	randomness	NOUN
easat-3879	284	11	and	and	CCONJ
easat-3879	284	12	efficiency	efficiency	NOUN
easat-3879	284	13	,	,	PUNCT
easat-3879	284	14	indicating	indicate	VERB
easat-3879	284	15	that	that	SCONJ
easat-3879	284	16	the	the	DET
easat-3879	284	17	markets	market	NOUN
easat-3879	284	18	under	under	ADP
easat-3879	284	19	study	study	NOUN
easat-3879	284	20	exhibit	exhibit	NOUN
easat-3879	284	21	complex	complex	ADJ
easat-3879	284	22	dynamics	dynamic	NOUN
easat-3879	284	23	that	that	PRON
easat-3879	284	24	can	can	AUX
easat-3879	284	25	not	not	PART
easat-3879	284	26	be	be	AUX
easat-3879	284	27	fully	fully	ADV
easat-3879	284	28	explained	explain	VERB
easat-3879	284	29	by	by	ADP
easat-3879	284	30	traditional	traditional	ADJ
easat-3879	284	31	models	model	NOUN
easat-3879	284	32	of	of	ADP
easat-3879	284	33	market	market	NOUN
easat-3879	284	34	efficiency	efficiency	NOUN
easat-3879	284	35	.	.	PUNCT
easat-3879	285	1	the	the	DET
easat-3879	285	2	results	result	NOUN
easat-3879	285	3	of	of	ADP
easat-3879	285	4	this	this	DET
easat-3879	285	5	study	study	NOUN
easat-3879	285	6	lead	lead	VERB
easat-3879	285	7	to	to	ADP
easat-3879	285	8	several	several	ADJ
easat-3879	285	9	practical	practical	ADJ
easat-3879	285	10	implications	implication	NOUN
easat-3879	285	11	for	for	ADP
easat-3879	285	12	investors	investor	NOUN
easat-3879	285	13	and	and	CCONJ
easat-3879	285	14	policymakers	policymaker	NOUN
easat-3879	285	15	.	.	PUNCT
easat-3879	286	1	investors	investor	NOUN
easat-3879	286	2	should	should	AUX
easat-3879	286	3	consider	consider	VERB
easat-3879	286	4	incorporating	incorporate	VERB
easat-3879	286	5	multifractal	multifractal	ADJ
easat-3879	286	6	analysis	analysis	NOUN
easat-3879	286	7	into	into	ADP
easat-3879	286	8	their	their	PRON
easat-3879	286	9	investment	investment	NOUN
easat-3879	286	10	strategies	strategy	NOUN
easat-3879	286	11	.	.	PUNCT
easat-3879	287	1	traditional	traditional	ADJ
easat-3879	287	2	models	model	NOUN
easat-3879	287	3	may	may	AUX
easat-3879	287	4	not	not	PART
easat-3879	287	5	fully	fully	ADV
easat-3879	287	6	capture	capture	VERB
easat-3879	287	7	the	the	DET
easat-3879	287	8	complexities	complexity	NOUN
easat-3879	287	9	observed	observe	VERB
easat-3879	287	10	in	in	ADP
easat-3879	287	11	these	these	DET
easat-3879	287	12	markets	market	NOUN
easat-3879	287	13	.	.	PUNCT
easat-3879	288	1	employing	employ	VERB
easat-3879	288	2	methods	method	NOUN
easat-3879	288	3	that	that	PRON
easat-3879	288	4	account	account	VERB
easat-3879	288	5	for	for	ADP
easat-3879	288	6	long	long	ADJ
easat-3879	288	7	-	-	PUNCT
easat-3879	288	8	term	term	NOUN
easat-3879	288	9	correlations	correlation	NOUN
easat-3879	288	10	and	and	CCONJ
easat-3879	288	11	extreme	extreme	ADJ
easat-3879	288	12	events	event	NOUN
easat-3879	288	13	could	could	AUX
easat-3879	288	14	enhance	enhance	VERB
easat-3879	288	15	predictive	predictive	ADJ
easat-3879	288	16	accuracy	accuracy	NOUN
easat-3879	288	17	and	and	CCONJ
easat-3879	288	18	risk	risk	NOUN
easat-3879	288	19	management	management	NOUN
easat-3879	288	20	.	.	PUNCT
easat-3879	289	1	given	give	VERB
easat-3879	289	2	the	the	DET
easat-3879	289	3	presence	presence	NOUN
easat-3879	289	4	of	of	ADP
easat-3879	289	5	multifractality	multifractality	NOUN
easat-3879	289	6	and	and	CCONJ
easat-3879	289	7	market	market	NOUN
easat-3879	289	8	inefficiencies	inefficiency	NOUN
easat-3879	289	9	,	,	PUNCT
easat-3879	289	10	diversification	diversification	NOUN
easat-3879	289	11	can	can	AUX
easat-3879	289	12	help	help	VERB
easat-3879	289	13	mitigate	mitigate	VERB
easat-3879	289	14	risk	risk	NOUN
easat-3879	289	15	.	.	PUNCT
easat-3879	290	1	investors	investor	NOUN
easat-3879	290	2	should	should	AUX
easat-3879	290	3	consider	consider	VERB
easat-3879	290	4	spreading	spread	VERB
easat-3879	290	5	their	their	PRON
easat-3879	290	6	investments	investment	NOUN
easat-3879	290	7	across	across	ADP
easat-3879	290	8	different	different	ADJ
easat-3879	290	9	assets	asset	NOUN
easat-3879	290	10	and	and	CCONJ
easat-3879	290	11	markets	market	NOUN
easat-3879	290	12	to	to	PART
easat-3879	290	13	reduce	reduce	VERB
easat-3879	290	14	exposure	exposure	NOUN
easat-3879	290	15	to	to	ADP
easat-3879	290	16	any	any	DET
easat-3879	290	17	single	single	ADJ
easat-3879	290	18	market	market	NOUN
easat-3879	290	19	’s	’s	PART
easat-3879	290	20	idiosyncrasies	idiosyncrasy	NOUN
easat-3879	290	21	.	.	PUNCT
easat-3879	291	1	investors	investor	NOUN
easat-3879	291	2	should	should	AUX
easat-3879	291	3	remain	remain	VERB
easat-3879	291	4	vigilant	vigilant	ADJ
easat-3879	291	5	about	about	ADP
easat-3879	291	6	long	long	ADJ
easat-3879	291	7	-	-	PUNCT
easat-3879	291	8	term	term	NOUN
easat-3879	291	9	trends	trend	NOUN
easat-3879	291	10	and	and	CCONJ
easat-3879	291	11	market	market	NOUN
easat-3879	291	12	patterns	pattern	NOUN
easat-3879	291	13	.	.	PUNCT
easat-3879	292	1	tools	tool	NOUN
easat-3879	292	2	and	and	CCONJ
easat-3879	292	3	strategies	strategy	NOUN
easat-3879	292	4	that	that	PRON
easat-3879	292	5	focus	focus	VERB
easat-3879	292	6	on	on	ADP
easat-3879	292	7	capturing	capture	VERB
easat-3879	292	8	long	long	ADJ
easat-3879	292	9	-	-	PUNCT
easat-3879	292	10	term	term	NOUN
easat-3879	292	11	correlations	correlation	NOUN
easat-3879	292	12	and	and	CCONJ
easat-3879	292	13	understanding	understand	VERB
easat-3879	292	14	heavy	heavy	ADJ
easat-3879	292	15	-	-	PUNCT
easat-3879	292	16	tailed	tail	VERB
easat-3879	292	17	distributions	distribution	NOUN
easat-3879	292	18	might	might	AUX
easat-3879	292	19	provide	provide	VERB
easat-3879	292	20	valuable	valuable	ADJ
easat-3879	292	21	insights	insight	NOUN
easat-3879	292	22	into	into	ADP
easat-3879	292	23	potential	potential	ADJ
easat-3879	292	24	market	market	NOUN
easat-3879	292	25	movements	movement	NOUN
easat-3879	292	26	.	.	PUNCT
easat-3879	293	1	policymakers	policymaker	NOUN
easat-3879	293	2	should	should	AUX
easat-3879	293	3	focus	focus	VERB
easat-3879	293	4	on	on	ADP
easat-3879	293	5	improving	improve	VERB
easat-3879	293	6	market	market	NOUN
easat-3879	293	7	transparency	transparency	NOUN
easat-3879	293	8	to	to	PART
easat-3879	293	9	address	address	VERB
easat-3879	293	10	inefficiencies	inefficiency	NOUN
easat-3879	293	11	.	.	PUNCT
easat-3879	294	1	ensuring	ensure	VERB
easat-3879	294	2	that	that	SCONJ
easat-3879	294	3	all	all	DET
easat-3879	294	4	market	market	NOUN
easat-3879	294	5	participants	participant	NOUN
easat-3879	294	6	have	have	VERB
easat-3879	294	7	access	access	NOUN
easat-3879	294	8	to	to	ADP
easat-3879	294	9	relevant	relevant	ADJ
easat-3879	294	10	information	information	NOUN
easat-3879	294	11	can	can	AUX
easat-3879	294	12	help	help	VERB
easat-3879	294	13	reduce	reduce	VERB
easat-3879	294	14	the	the	DET
easat-3879	294	15	effects	effect	NOUN
easat-3879	294	16	of	of	ADP
easat-3879	294	17	multifractality	multifractality	NOUN
easat-3879	294	18	and	and	CCONJ
easat-3879	294	19	improve	improve	VERB
easat-3879	294	20	overall	overall	ADJ
easat-3879	294	21	market	market	NOUN
easat-3879	294	22	efficiency	efficiency	NOUN
easat-3879	294	23	.	.	PUNCT
easat-3879	295	1	given	give	VERB
easat-3879	295	2	the	the	DET
easat-3879	295	3	multifractal	multifractal	ADJ
easat-3879	295	4	nature	nature	NOUN
easat-3879	295	5	of	of	ADP
easat-3879	295	6	these	these	DET
easat-3879	295	7	markets	market	NOUN
easat-3879	295	8	,	,	PUNCT
easat-3879	295	9	targeted	target	VERB
easat-3879	295	10	regulatory	regulatory	ADJ
easat-3879	295	11	measures	measure	NOUN
easat-3879	295	12	may	may	AUX
easat-3879	295	13	be	be	AUX
easat-3879	295	14	necessary	necessary	ADJ
easat-3879	295	15	to	to	PART
easat-3879	295	16	address	address	VERB
easat-3879	295	17	specific	specific	ADJ
easat-3879	295	18	market	market	NOUN
easat-3879	295	19	inefficiencies	inefficiency	NOUN
easat-3879	295	20	.	.	PUNCT
easat-3879	296	1	this	this	PRON
easat-3879	296	2	could	could	AUX
easat-3879	296	3	include	include	VERB
easat-3879	296	4	regulations	regulation	NOUN
easat-3879	296	5	that	that	PRON
easat-3879	296	6	address	address	VERB
easat-3879	296	7	extreme	extreme	ADJ
easat-3879	296	8	events	event	NOUN
easat-3879	296	9	or	or	CCONJ
easat-3879	296	10	improve	improve	VERB
easat-3879	296	11	the	the	DET
easat-3879	296	12	handling	handling	NOUN
easat-3879	296	13	of	of	ADP
easat-3879	296	14	long	long	ADJ
easat-3879	296	15	-	-	PUNCT
easat-3879	296	16	term	term	NOUN
easat-3879	296	17	market	market	NOUN
easat-3879	296	18	dependencies	dependency	NOUN
easat-3879	296	19	.	.	PUNCT
easat-3879	297	1	policymakers	policymaker	NOUN
easat-3879	297	2	should	should	AUX
easat-3879	297	3	consider	consider	VERB
easat-3879	297	4	measures	measure	NOUN
easat-3879	297	5	to	to	PART
easat-3879	297	6	enhance	enhance	VERB
easat-3879	297	7	market	market	NOUN
easat-3879	297	8	stability	stability	NOUN
easat-3879	297	9	,	,	PUNCT
easat-3879	297	10	such	such	ADJ
easat-3879	297	11	as	as	ADP
easat-3879	297	12	8831	8831	NUM
easat-3879	297	13	edelweiss	edelweiss	PROPN
easat-3879	297	14	applied	apply	VERB
easat-3879	297	15	science	science	NOUN
easat-3879	297	16	and	and	CCONJ
easat-3879	297	17	technology	technology	NOUN
easat-3879	297	18	issn	issn	PROPN
easat-3879	297	19	:	:	PUNCT
easat-3879	297	20	2576	2576	NUM
easat-3879	297	21	-	-	SYM
easat-3879	297	22	8484	8484	NUM
easat-3879	297	23	vol	vol	NOUN
easat-3879	297	24	.	.	PROPN
easat-3879	297	25	8	8	NUM
easat-3879	297	26	,	,	PUNCT
easat-3879	297	27	no	no	INTJ
easat-3879	297	28	.	.	NOUN
easat-3879	298	1	6	6	NUM
easat-3879	298	2	:	:	SYM
easat-3879	298	3	8815	8815	NUM
easat-3879	298	4	-	-	SYM
easat-3879	298	5	8832	8832	NUM
easat-3879	298	6	,	,	PUNCT
easat-3879	298	7	2024	2024	NUM
easat-3879	298	8	doi	doi	NOUN
easat-3879	298	9	:	:	PUNCT
easat-3879	298	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	298	11	©	©	PROPN
easat-3879	298	12	2024	2024	NUM
easat-3879	298	13	by	by	ADP
easat-3879	298	14	the	the	DET
easat-3879	298	15	authors	author	NOUN
easat-3879	298	16	;	;	PUNCT
easat-3879	298	17	licensee	licensee	PROPN
easat-3879	298	18	learning	learn	VERB
easat-3879	298	19	gate	gate	VERB
easat-3879	298	20	stress	stress	NOUN
easat-3879	298	21	-	-	PUNCT
easat-3879	298	22	testing	test	VERB
easat-3879	298	23	financial	financial	ADJ
easat-3879	298	24	systems	system	NOUN
easat-3879	298	25	for	for	ADP
easat-3879	298	26	extreme	extreme	ADJ
easat-3879	298	27	events	event	NOUN
easat-3879	298	28	and	and	CCONJ
easat-3879	298	29	long	long	ADJ
easat-3879	298	30	-	-	PUNCT
easat-3879	298	31	term	term	NOUN
easat-3879	298	32	trends	trend	NOUN
easat-3879	298	33	.	.	PUNCT
easat-3879	299	1	this	this	PRON
easat-3879	299	2	can	can	AUX
easat-3879	299	3	help	help	VERB
easat-3879	299	4	in	in	ADP
easat-3879	299	5	mitigating	mitigate	VERB
easat-3879	299	6	the	the	DET
easat-3879	299	7	impact	impact	NOUN
easat-3879	299	8	of	of	ADP
easat-3879	299	9	market	market	NOUN
easat-3879	299	10	inefficiencies	inefficiency	NOUN
easat-3879	299	11	and	and	CCONJ
easat-3879	299	12	ensuring	ensure	VERB
easat-3879	299	13	a	a	DET
easat-3879	299	14	more	more	ADV
easat-3879	299	15	resilient	resilient	ADJ
easat-3879	299	16	financial	financial	ADJ
easat-3879	299	17	environment	environment	NOUN
easat-3879	299	18	.	.	PUNCT
easat-3879	300	1	future	future	ADJ
easat-3879	300	2	research	research	NOUN
easat-3879	300	3	should	should	AUX
easat-3879	300	4	delve	delve	VERB
easat-3879	300	5	deeper	deeply	ADV
easat-3879	300	6	into	into	ADP
easat-3879	300	7	the	the	DET
easat-3879	300	8	specific	specific	ADJ
easat-3879	300	9	factors	factor	NOUN
easat-3879	300	10	driving	drive	VERB
easat-3879	300	11	multifractality	multifractality	NOUN
easat-3879	300	12	in	in	ADP
easat-3879	300	13	these	these	DET
easat-3879	300	14	markets	market	NOUN
easat-3879	300	15	.	.	PUNCT
easat-3879	301	1	understanding	understand	VERB
easat-3879	301	2	the	the	DET
easat-3879	301	3	underlying	underlie	VERB
easat-3879	301	4	mechanisms	mechanism	NOUN
easat-3879	301	5	can	can	AUX
easat-3879	301	6	provide	provide	VERB
easat-3879	301	7	more	more	ADJ
easat-3879	301	8	targeted	target	VERB
easat-3879	301	9	insights	insight	NOUN
easat-3879	301	10	and	and	CCONJ
easat-3879	301	11	improve	improve	VERB
easat-3879	301	12	the	the	DET
easat-3879	301	13	accuracy	accuracy	NOUN
easat-3879	301	14	of	of	ADP
easat-3879	301	15	financial	financial	ADJ
easat-3879	301	16	models	model	NOUN
easat-3879	301	17	.	.	PUNCT
easat-3879	302	1	overall	overall	ADV
easat-3879	302	2	,	,	PUNCT
easat-3879	302	3	this	this	DET
easat-3879	302	4	study	study	NOUN
easat-3879	302	5	advances	advance	VERB
easat-3879	302	6	our	our	PRON
easat-3879	302	7	understanding	understanding	NOUN
easat-3879	302	8	of	of	ADP
easat-3879	302	9	the	the	DET
easat-3879	302	10	informational	informational	ADJ
easat-3879	302	11	efficiency	efficiency	NOUN
easat-3879	302	12	of	of	ADP
easat-3879	302	13	islamic	islamic	ADJ
easat-3879	302	14	stock	stock	NOUN
easat-3879	302	15	markets	market	NOUN
easat-3879	302	16	in	in	ADP
easat-3879	302	17	the	the	DET
easat-3879	302	18	asia	asia	PROPN
easat-3879	302	19	-	-	PUNCT
easat-3879	302	20	pacific	pacific	PROPN
easat-3879	302	21	region	region	NOUN
easat-3879	302	22	,	,	PUNCT
easat-3879	302	23	offering	offer	VERB
easat-3879	302	24	a	a	DET
easat-3879	302	25	comprehensive	comprehensive	ADJ
easat-3879	302	26	analysis	analysis	NOUN
easat-3879	302	27	of	of	ADP
easat-3879	302	28	their	their	PRON
easat-3879	302	29	multifractal	multifractal	ADJ
easat-3879	302	30	nature	nature	NOUN
easat-3879	302	31	and	and	CCONJ
easat-3879	302	32	highlighting	highlight	VERB
easat-3879	302	33	areas	area	NOUN
easat-3879	302	34	for	for	ADP
easat-3879	302	35	future	future	ADJ
easat-3879	302	36	investigation	investigation	NOUN
easat-3879	302	37	and	and	CCONJ
easat-3879	302	38	improvement	improvement	NOUN
easat-3879	302	39	.	.	PUNCT
easat-3879	303	1	copyright	copyright	NOUN
easat-3879	303	2	:	:	PUNCT
easat-3879	303	3	©	©	PROPN
easat-3879	303	4	2024	2024	NUM
easat-3879	303	5	by	by	ADP
easat-3879	303	6	the	the	DET
easat-3879	303	7	authors	author	NOUN
easat-3879	303	8	.	.	PUNCT
easat-3879	304	1	this	this	DET
easat-3879	304	2	article	article	NOUN
easat-3879	304	3	is	be	AUX
easat-3879	304	4	an	an	DET
easat-3879	304	5	open	open	ADJ
easat-3879	304	6	access	access	NOUN
easat-3879	304	7	article	article	NOUN
easat-3879	304	8	distributed	distribute	VERB
easat-3879	304	9	under	under	ADP
easat-3879	304	10	the	the	DET
easat-3879	304	11	terms	term	NOUN
easat-3879	304	12	and	and	CCONJ
easat-3879	304	13	conditions	condition	NOUN
easat-3879	304	14	of	of	ADP
easat-3879	304	15	the	the	DET
easat-3879	304	16	creative	creative	ADJ
easat-3879	304	17	commons	common	NOUN
easat-3879	304	18	attribution	attribution	NOUN
easat-3879	304	19	(	(	PUNCT
easat-3879	304	20	cc	cc	NOUN
easat-3879	304	21	by	by	ADP
easat-3879	304	22	)	)	PUNCT
easat-3879	304	23	license	license	NOUN
easat-3879	304	24	(	(	PUNCT
easat-3879	304	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3879	304	26	)	)	PUNCT
easat-3879	304	27	.	.	PUNCT
easat-3879	305	1	references	reference	NOUN
easat-3879	305	2	[	[	X
easat-3879	305	3	1	1	X
easat-3879	305	4	]	]	PUNCT
easat-3879	305	5	fama	fama	PROPN
easat-3879	305	6	e.	e.	PROPN
easat-3879	305	7	f.	f.	PROPN
easat-3879	305	8	(	(	PUNCT
easat-3879	305	9	1970	1970	NUM
easat-3879	305	10	)	)	PUNCT
easat-3879	305	11	.	.	PUNCT
easat-3879	306	1	efficient	efficient	ADJ
easat-3879	306	2	capital	capital	NOUN
easat-3879	306	3	market	market	NOUN
easat-3879	306	4	:	:	PUNCT
easat-3879	306	5	a	a	DET
easat-3879	306	6	review	review	NOUN
easat-3879	306	7	of	of	ADP
easat-3879	306	8	theory	theory	NOUN
easat-3879	306	9	and	and	CCONJ
easat-3879	306	10	empirical	empirical	ADJ
easat-3879	306	11	work	work	NOUN
easat-3879	306	12	.	.	PUNCT
easat-3879	307	1	journal	journal	PROPN
easat-3879	307	2	of	of	ADP
easat-3879	307	3	finance	finance	NOUN
easat-3879	307	4	,	,	PUNCT
easat-3879	307	5	pp	pp	ADP
easat-3879	307	6	383	383	NUM
easat-3879	307	7	–	–	PUNCT
easat-3879	307	8	417	417	NUM
easat-3879	307	9	.	.	PUNCT
easat-3879	308	1	[	[	X
easat-3879	308	2	2	2	NUM
easat-3879	308	3	]	]	X
easat-3879	308	4	erdas	erda	NOUN
easat-3879	308	5	,	,	PUNCT
easat-3879	308	6	m.	m.	NOUN
easat-3879	308	7	(	(	PUNCT
easat-3879	308	8	2019	2019	NUM
easat-3879	308	9	)	)	PUNCT
easat-3879	308	10	.	.	PUNCT
easat-3879	309	1	validity	validity	NOUN
easat-3879	309	2	of	of	ADP
easat-3879	309	3	weak	weak	ADJ
easat-3879	309	4	-	-	PUNCT
easat-3879	309	5	form	form	NOUN
easat-3879	309	6	market	market	NOUN
easat-3879	309	7	efficiency	efficiency	NOUN
easat-3879	309	8	in	in	ADP
easat-3879	309	9	central	central	ADJ
easat-3879	309	10	and	and	CCONJ
easat-3879	309	11	eastern	eastern	ADJ
easat-3879	309	12	european	european	ADJ
easat-3879	309	13	countries	country	NOUN
easat-3879	309	14	(	(	PUNCT
easat-3879	309	15	ceecs	ceec	NOUN
easat-3879	309	16	):	):	PUNCT
easat-3879	309	17	evidence	evidence	NOUN
easat-3879	309	18	from	from	ADP
easat-3879	309	19	linear	linear	ADJ
easat-3879	309	20	and	and	CCONJ
easat-3879	309	21	nonlinear	nonlinear	ADJ
easat-3879	309	22	unit	unit	NOUN
easat-3879	309	23	root	root	NOUN
easat-3879	309	24	tests	test	NOUN
easat-3879	309	25	.	.	PUNCT
easat-3879	310	1	review	review	NOUN
easat-3879	310	2	of	of	ADP
easat-3879	310	3	economic	economic	ADJ
easat-3879	310	4	perspectives	perspective	NOUN
easat-3879	310	5	,	,	PUNCT
easat-3879	310	6	19(4	19(4	NOUN
easat-3879	310	7	)	)	PUNCT
easat-3879	310	8	.	.	PUNCT
easat-3879	311	1	[	[	X
easat-3879	311	2	3	3	X
easat-3879	311	3	]	]	X
easat-3879	311	4	kheertee	kheertee	PROPN
easat-3879	311	5	r.	r.	PROPN
easat-3879	311	6	,	,	PUNCT
easat-3879	311	7	jaunky	jaunky	PROPN
easat-3879	311	8	v.	v.	ADP
easat-3879	311	9	c.	c.	PROPN
easat-3879	311	10	,	,	PUNCT
easat-3879	311	11	&	&	CCONJ
easat-3879	311	12	ramesh	ramesh	PROPN
easat-3879	311	13	v.	v.	PROPN
easat-3879	311	14	(	(	PUNCT
easat-3879	311	15	2017	2017	NUM
easat-3879	311	16	)	)	PUNCT
easat-3879	311	17	.	.	PUNCT
easat-3879	312	1	the	the	DET
easat-3879	312	2	random	random	ADJ
easat-3879	312	3	walk	walk	NOUN
easat-3879	312	4	hypothesis	hypothesis	NOUN
easat-3879	312	5	of	of	ADP
easat-3879	312	6	stock	stock	NOUN
easat-3879	312	7	exchange	exchange	PROPN
easat-3879	312	8	of	of	ADP
easat-3879	312	9	mauritius	mauritius	PROPN
easat-3879	312	10	.	.	PUNCT
easat-3879	313	1	international	international	ADJ
easat-3879	313	2	journal	journal	PROPN
easat-3879	313	3	of	of	ADP
easat-3879	313	4	management	management	NOUN
easat-3879	313	5	and	and	CCONJ
easat-3879	313	6	applied	apply	VERB
easat-3879	313	7	science	science	NOUN
easat-3879	313	8	,	,	PUNCT
easat-3879	313	9	volume-3	volume-3	NUM
easat-3879	313	10	,	,	PUNCT
easat-3879	313	11	issue-5	issue-5	NUM
easat-3879	313	12	.	.	PUNCT
easat-3879	314	1	[	[	X
easat-3879	314	2	4	4	NUM
easat-3879	314	3	]	]	X
easat-3879	314	4	smith	smith	PROPN
easat-3879	314	5	g.	g.	PROPN
easat-3879	314	6	,	,	PUNCT
easat-3879	314	7	&	&	CCONJ
easat-3879	314	8	ryoo	ryoo	PROPN
easat-3879	314	9	h.	h.	PROPN
easat-3879	314	10	j.	j.	PROPN
easat-3879	314	11	(	(	PUNCT
easat-3879	314	12	2003	2003	NUM
easat-3879	314	13	)	)	PUNCT
easat-3879	314	14	.	.	PUNCT
easat-3879	315	1	variance	variance	NOUN
easat-3879	315	2	ratio	ratio	NOUN
easat-3879	315	3	tests	test	NOUN
easat-3879	315	4	of	of	ADP
easat-3879	315	5	the	the	DET
easat-3879	315	6	random	random	ADJ
easat-3879	315	7	walk	walk	NOUN
easat-3879	315	8	hypothesis	hypothesis	NOUN
easat-3879	315	9	for	for	ADP
easat-3879	315	10	european	european	ADJ
easat-3879	315	11	emerging	emerge	VERB
easat-3879	315	12	stock	stock	NOUN
easat-3879	315	13	markets	market	NOUN
easat-3879	315	14	.	.	PUNCT
easat-3879	316	1	the	the	DET
easat-3879	316	2	european	european	PROPN
easat-3879	316	3	journal	journal	PROPN
easat-3879	316	4	of	of	ADP
easat-3879	316	5	finance	finance	NOUN
easat-3879	316	6	9(3	9(3	NUM
easat-3879	316	7	):	):	PUNCT
easat-3879	316	8	290	290	NUM
easat-3879	316	9	-	-	SYM
easat-3879	316	10	300	300	NUM
easat-3879	316	11	.	.	PUNCT
easat-3879	317	1	[	[	X
easat-3879	317	2	5	5	X
easat-3879	317	3	]	]	SYM
easat-3879	317	4	batool	batool	NOUN
easat-3879	317	5	asiri	asiri	NOUN
easat-3879	317	6	.	.	PUNCT
easat-3879	318	1	(	(	PUNCT
easat-3879	318	2	2008	2008	NUM
easat-3879	318	3	)	)	PUNCT
easat-3879	318	4	.	.	PUNCT
easat-3879	319	1	testing	test	VERB
easat-3879	319	2	weak	weak	ADJ
easat-3879	319	3	-	-	PUNCT
easat-3879	319	4	form	form	NOUN
easat-3879	319	5	efficiency	efficiency	NOUN
easat-3879	319	6	in	in	ADP
easat-3879	319	7	the	the	DET
easat-3879	319	8	bahrain	bahrain	NOUN
easat-3879	319	9	stock	stock	NOUN
easat-3879	319	10	market	market	NOUN
easat-3879	319	11	.	.	PUNCT
easat-3879	320	1	international	international	ADJ
easat-3879	320	2	journal	journal	NOUN
easat-3879	320	3	of	of	ADP
easat-3879	320	4	emerging	emerge	VERB
easat-3879	320	5	markets	market	NOUN
easat-3879	320	6	3(1):38	3(1):38	NUM
easat-3879	320	7	-	-	SYM
easat-3879	320	8	53	53	NUM
easat-3879	320	9	.	.	PUNCT
easat-3879	321	1	[	[	X
easat-3879	321	2	6	6	X
easat-3879	321	3	]	]	X
easat-3879	321	4	hafiz	hafiz	PROPN
easat-3879	321	5	a.	a.	PROPN
easat-3879	321	6	b.	b.	PROPN
easat-3879	321	7	h.	h.	PROPN
easat-3879	321	8	,	,	PUNCT
easat-3879	321	9	jae	jae	PROPN
easat-3879	321	10	h.	h.	PROPN
easat-3879	321	11	k.	k.	PROPN
easat-3879	321	12	,	,	PUNCT
easat-3879	321	13	&	&	CCONJ
easat-3879	322	1	chong	chong	PROPN
easat-3879	322	2	s.	s.	PROPN
easat-3879	322	3	p.	p.	PROPN
easat-3879	322	4	(	(	PUNCT
easat-3879	322	5	2007	2007	NUM
easat-3879	322	6	)	)	PUNCT
easat-3879	322	7	.	.	PUNCT
easat-3879	323	1	a	a	DET
easat-3879	323	2	comparison	comparison	NOUN
easat-3879	323	3	of	of	ADP
easat-3879	323	4	variance	variance	NOUN
easat-3879	323	5	ratio	ratio	NOUN
easat-3879	323	6	tests	test	NOUN
easat-3879	323	7	of	of	ADP
easat-3879	323	8	random	random	ADJ
easat-3879	323	9	walk	walk	NOUN
easat-3879	323	10	:	:	PUNCT
easat-3879	323	11	a	a	DET
easat-3879	323	12	case	case	NOUN
easat-3879	323	13	of	of	ADP
easat-3879	323	14	asian	asian	ADJ
easat-3879	323	15	emerging	emerge	VERB
easat-3879	323	16	stock	stock	NOUN
easat-3879	323	17	markets	market	NOUN
easat-3879	323	18	.	.	PUNCT
easat-3879	324	1	international	international	ADJ
easat-3879	324	2	review	review	NOUN
easat-3879	324	3	of	of	ADP
easat-3879	324	4	economics	economic	NOUN
easat-3879	324	5	&	&	CCONJ
easat-3879	324	6	finance	finance	PROPN
easat-3879	324	7	.	.	PUNCT
easat-3879	325	1	volume	volume	NOUN
easat-3879	325	2	16	16	NUM
easat-3879	325	3	,	,	PUNCT
easat-3879	325	4	issue	issue	NOUN
easat-3879	325	5	4	4	NUM
easat-3879	325	6	,	,	PUNCT
easat-3879	325	7	2007	2007	NUM
easat-3879	325	8	,	,	PUNCT
easat-3879	325	9	pages	page	NOUN
easat-3879	325	10	488	488	NUM
easat-3879	325	11	-	-	SYM
easat-3879	325	12	502	502	NUM
easat-3879	325	13	.	.	PUNCT
easat-3879	326	1	[	[	X
easat-3879	326	2	7	7	X
easat-3879	326	3	]	]	X
easat-3879	326	4	walayet	walayet	PROPN
easat-3879	326	5	k.	k.	PROPN
easat-3879	326	6	,	,	PUNCT
easat-3879	326	7	&	&	CCONJ
easat-3879	327	1	joão	joão	PROPN
easat-3879	327	2	p.	p.	PROPN
easat-3879	327	3	v.	v.	PROPN
easat-3879	327	4	(	(	PUNCT
easat-3879	327	5	2012	2012	NUM
easat-3879	327	6	)	)	PUNCT
easat-3879	327	7	.	.	PUNCT
easat-3879	328	1	international	international	ADJ
easat-3879	328	2	review	review	NOUN
easat-3879	328	3	of	of	ADP
easat-3879	328	4	economics	economics	PROPN
easat-3879	328	5	&	&	CCONJ
easat-3879	328	6	finance	finance	PROPN
easat-3879	328	7	volume	volume	NOUN
easat-3879	328	8	22	22	NUM
easat-3879	328	9	,	,	PUNCT
easat-3879	328	10	issue	issue	NOUN
easat-3879	328	11	1	1	NUM
easat-3879	328	12	,	,	PUNCT
easat-3879	328	13	pages	page	NOUN
easat-3879	328	14	173	173	NUM
easat-3879	328	15	-	-	SYM
easat-3879	328	16	189	189	NUM
easat-3879	328	17	.	.	PUNCT
easat-3879	329	1	[	[	X
easat-3879	329	2	8	8	NUM
easat-3879	329	3	]	]	X
easat-3879	329	4	aumeboonsuke	aumeboonsuke	NOUN
easat-3879	329	5	v.	v.	PROPN
easat-3879	329	6	(	(	PUNCT
easat-3879	329	7	2012	2012	NUM
easat-3879	329	8	)	)	PUNCT
easat-3879	329	9	.	.	PUNCT
easat-3879	330	1	weak	weak	ADJ
easat-3879	330	2	form	form	NOUN
easat-3879	330	3	efficiency	efficiency	NOUN
easat-3879	330	4	of	of	ADP
easat-3879	330	5	six	six	NUM
easat-3879	330	6	equity	equity	NOUN
easat-3879	330	7	exchanges	exchange	NOUN
easat-3879	330	8	in	in	ADP
easat-3879	330	9	asean	asean	PROPN
easat-3879	330	10	.	.	PUNCT
easat-3879	331	1	european	european	PROPN
easat-3879	331	2	journal	journal	PROPN
easat-3879	331	3	of	of	ADP
easat-3879	331	4	scientific	scientific	ADJ
easat-3879	331	5	research	research	NOUN
easat-3879	331	6	84.4	84.4	NUM
easat-3879	331	7	,	,	PUNCT
easat-3879	331	8	532	532	NUM
easat-3879	331	9	-	-	SYM
easat-3879	331	10	538	538	NUM
easat-3879	331	11	.	.	PUNCT
easat-3879	332	1	[	[	X
easat-3879	332	2	9	9	NUM
easat-3879	332	3	]	]	PUNCT
easat-3879	332	4	christophe	christophe	PROPN
easat-3879	332	5	m.	m.	PROPN
easat-3879	332	6	b.	b.	PROPN
easat-3879	332	7	(	(	PUNCT
easat-3879	332	8	2019	2019	NUM
easat-3879	332	9	)	)	PUNCT
easat-3879	332	10	.	.	PUNCT
easat-3879	333	1	from	from	ADP
easat-3879	333	2	efficient	efficient	ADJ
easat-3879	333	3	markets	market	NOUN
easat-3879	333	4	to	to	ADP
easat-3879	333	5	adaptive	adaptive	ADJ
easat-3879	333	6	markets	market	NOUN
easat-3879	333	7	:	:	PUNCT
easat-3879	333	8	evidence	evidence	NOUN
easat-3879	333	9	from	from	ADP
easat-3879	333	10	the	the	DET
easat-3879	333	11	french	french	ADJ
easat-3879	333	12	stock	stock	NOUN
easat-3879	333	13	exchange	exchange	NOUN
easat-3879	333	14	.	.	PUNCT
easat-3879	334	1	research	research	NOUN
easat-3879	334	2	in	in	ADP
easat-3879	334	3	international	international	ADJ
easat-3879	334	4	business	business	NOUN
easat-3879	334	5	and	and	CCONJ
easat-3879	334	6	finance	finance	NOUN
easat-3879	334	7	.	.	PUNCT
easat-3879	335	1	volume	volume	NOUN
easat-3879	335	2	49	49	NUM
easat-3879	335	3	,	,	PUNCT
easat-3879	335	4	october	october	PROPN
easat-3879	335	5	,	,	PUNCT
easat-3879	335	6	pages	page	VERB
easat-3879	335	7	156	156	NUM
easat-3879	335	8	-	-	SYM
easat-3879	335	9	165	165	NUM
easat-3879	335	10	.	.	PUNCT
easat-3879	336	1	[	[	X
easat-3879	336	2	10	10	NUM
easat-3879	336	3	]	]	X
easat-3879	336	4	kantelhardt	kantelhardt	PROPN
easat-3879	336	5	j.	j.	PROPN
easat-3879	336	6	w.	w.	PROPN
easat-3879	336	7	,	,	PUNCT
easat-3879	336	8	stephan	stephan	PROPN
easat-3879	336	9	a.	a.	PROPN
easat-3879	336	10	z.	z.	PROPN
easat-3879	336	11	,	,	PUNCT
easat-3879	336	12	koscielny	koscielny	PROPN
easat-3879	336	13	-	-	PUNCT
easat-3879	336	14	bunde	bunde	PROPN
easat-3879	336	15	e.	e.	PROPN
easat-3879	336	16	,	,	PUNCT
easat-3879	336	17	shlomo	shlomo	PROPN
easat-3879	336	18	h.	h.	PROPN
easat-3879	336	19	,	,	PUNCT
easat-3879	336	20	bunde	bunde	PROPN
easat-3879	336	21	a.	a.	PROPN
easat-3879	336	22	,	,	PUNCT
easat-3879	336	23	&	&	CCONJ
easat-3879	336	24	stanley	stanley	PROPN
easat-3879	336	25	h.	h.	PROPN
easat-3879	336	26	e.	e.	PROPN
easat-3879	336	27	multifractal	multifractal	PROPN
easat-3879	336	28	detrended	detrende	VERB
easat-3879	336	29	fluctuation	fluctuation	NOUN
easat-3879	336	30	analysis	analysis	NOUN
easat-3879	336	31	of	of	ADP
easat-3879	336	32	nonstationary	nonstationary	ADJ
easat-3879	336	33	time	time	NOUN
easat-3879	336	34	series	series	NOUN
easat-3879	336	35	.	.	PUNCT
easat-3879	337	1	(	(	PUNCT
easat-3879	337	2	2002	2002	NUM
easat-3879	337	3	)	)	PUNCT
easat-3879	337	4	.	.	PUNCT
easat-3879	338	1	physica	physica	PROPN
easat-3879	338	2	a	a	DET
easat-3879	338	3	:	:	PUNCT
easat-3879	338	4	statistical	statistical	ADJ
easat-3879	338	5	mechanics	mechanic	NOUN
easat-3879	338	6	and	and	CCONJ
easat-3879	338	7	its	its	PRON
easat-3879	338	8	applications	application	NOUN
easat-3879	338	9	.	.	PUNCT
easat-3879	339	1	volume	volume	NOUN
easat-3879	339	2	316	316	NUM
easat-3879	339	3	,	,	PUNCT
easat-3879	339	4	issues	issue	NOUN
easat-3879	339	5	1–4	1–4	NUM
easat-3879	339	6	,	,	PUNCT
easat-3879	339	7	15	15	NUM
easat-3879	339	8	,	,	PUNCT
easat-3879	339	9	pages	page	NOUN
easat-3879	339	10	87	87	NUM
easat-3879	339	11	-	-	SYM
easat-3879	339	12	114	114	NUM
easat-3879	339	13	.	.	PUNCT
easat-3879	340	1	[	[	X
easat-3879	340	2	11	11	NUM
easat-3879	340	3	]	]	X
easat-3879	340	4	peng	peng	PROPN
easat-3879	340	5	c.k	c.k	PROPN
easat-3879	340	6	.	.	PROPN
easat-3879	340	7	,	,	PUNCT
easat-3879	340	8	buldyrev	buldyrev	PROPN
easat-3879	340	9	s.	s.	PROPN
easat-3879	340	10	v.	v.	PROPN
easat-3879	340	11	,	,	PUNCT
easat-3879	340	12	havlin	havlin	PROPN
easat-3879	340	13	s.	s.	PROPN
easat-3879	340	14	,	,	PUNCT
easat-3879	340	15	simons	simons	PROPN
easat-3879	340	16	m.	m.	PROPN
easat-3879	340	17	,	,	PUNCT
easat-3879	340	18	stanley	stanley	PROPN
easat-3879	340	19	h.	h.	PROPN
easat-3879	340	20	e.	e.	PROPN
easat-3879	340	21	,	,	PUNCT
easat-3879	340	22	&	&	CCONJ
easat-3879	340	23	goldberger	goldberger	PROPN
easat-3879	340	24	a.	a.	PROPN
easat-3879	340	25	l.	l.	PROPN
easat-3879	340	26	(	(	PUNCT
easat-3879	340	27	1994	1994	NUM
easat-3879	340	28	)	)	PUNCT
easat-3879	340	29	.	.	PUNCT
easat-3879	341	1	mosaic	mosaic	ADJ
easat-3879	341	2	organization	organization	NOUN
easat-3879	341	3	of	of	ADP
easat-3879	341	4	dna	dna	PROPN
easat-3879	341	5	nucleotides	nucleotide	NOUN
easat-3879	341	6	.	.	PUNCT
easat-3879	342	1	physical	physical	ADJ
easat-3879	342	2	review	review	PROPN
easat-3879	342	3	e	e	NOUN
easat-3879	342	4	,	,	PUNCT
easat-3879	342	5	49(2	49(2	NUM
easat-3879	342	6	)	)	PUNCT
easat-3879	342	7	,	,	PUNCT
easat-3879	342	8	1685	1685	NUM
easat-3879	342	9	-	-	SYM
easat-3879	342	10	1689	1689	NUM
easat-3879	342	11	.	.	PUNCT
easat-3879	343	1	[	[	X
easat-3879	343	2	12	12	NUM
easat-3879	343	3	]	]	PUNCT
easat-3879	343	4	norouzzadeh	norouzzadeh	NOUN
easat-3879	344	1	p.	p.	NOUN
easat-3879	344	2	,	,	PUNCT
easat-3879	344	3	&	&	CCONJ
easat-3879	344	4	rahmani	rahmani	PROPN
easat-3879	344	5	b.	b.	PROPN
easat-3879	344	6	(	(	PUNCT
easat-3879	344	7	2006	2006	NUM
easat-3879	344	8	)	)	PUNCT
easat-3879	344	9	.	.	PUNCT
easat-3879	345	1	a	a	DET
easat-3879	345	2	multifractal	multifractal	ADJ
easat-3879	345	3	detrended	detrende	VERB
easat-3879	345	4	fluctuation	fluctuation	NOUN
easat-3879	345	5	description	description	NOUN
easat-3879	345	6	of	of	ADP
easat-3879	345	7	iranian	iranian	ADJ
easat-3879	345	8	rial	rial	ADJ
easat-3879	345	9	-	-	PUNCT
easat-3879	345	10	us	us	PROPN
easat-3879	345	11	dollar	dollar	NOUN
easat-3879	345	12	exchange	exchange	NOUN
easat-3879	345	13	rate	rate	NOUN
easat-3879	345	14	.	.	PUNCT
easat-3879	346	1	physica	physica	PROPN
easat-3879	346	2	a	a	PRON
easat-3879	346	3	,	,	PUNCT
easat-3879	346	4	367	367	NUM
easat-3879	346	5	,	,	PUNCT
easat-3879	346	6	328	328	NUM
easat-3879	346	7	-	-	SYM
easat-3879	346	8	336	336	NUM
easat-3879	346	9	.	.	PUNCT
easat-3879	347	1	[	[	X
easat-3879	347	2	13	13	NUM
easat-3879	347	3	]	]	X
easat-3879	347	4	xinsheng	xinsheng	PROPN
easat-3879	347	5	l.	l.	PROPN
easat-3879	347	6	,	,	PUNCT
easat-3879	347	7	jie	jie	PROPN
easat-3879	347	8	t.	t.	PROPN
easat-3879	347	9	,	,	PUNCT
easat-3879	347	10	ying	ying	PROPN
easat-3879	347	11	z.	z.	PROPN
easat-3879	347	12	,	,	PUNCT
easat-3879	347	13	&	&	CCONJ
easat-3879	347	14	zhihui	zhihui	PROPN
easat-3879	347	15	l.	l.	PROPN
easat-3879	347	16	(	(	PUNCT
easat-3879	347	17	2013	2013	NUM
easat-3879	347	18	)	)	PUNCT
easat-3879	347	19	.	.	PUNCT
easat-3879	348	1	multifractal	multifractal	ADJ
easat-3879	348	2	detrended	detrende	VERB
easat-3879	348	3	fluctuation	fluctuation	NOUN
easat-3879	348	4	analysis	analysis	NOUN
easat-3879	348	5	of	of	ADP
easat-3879	348	6	the	the	DET
easat-3879	348	7	chinese	chinese	ADJ
easat-3879	348	8	stock	stock	PROPN
easat-3879	348	9	index	index	NOUN
easat-3879	348	10	futures	future	NOUN
easat-3879	348	11	market	market	NOUN
easat-3879	348	12	.	.	PUNCT
easat-3879	349	1	physica	physica	VERB
easat-3879	349	2	a	a	DET
easat-3879	349	3	:	:	PUNCT
easat-3879	349	4	statistical	statistical	ADJ
easat-3879	349	5	mechanics	mechanic	NOUN
easat-3879	349	6	and	and	CCONJ
easat-3879	349	7	its	its	PRON
easat-3879	349	8	applications	application	NOUN
easat-3879	349	9	.	.	PUNCT
easat-3879	350	1	volume	volume	NOUN
easat-3879	350	2	392	392	NUM
easat-3879	350	3	,	,	PUNCT
easat-3879	350	4	issue	issue	NOUN
easat-3879	350	5	6	6	NUM
easat-3879	350	6	,	,	PUNCT
easat-3879	350	7	15	15	NUM
easat-3879	350	8	march	march	NOUN
easat-3879	350	9	,	,	PUNCT
easat-3879	350	10	pages	page	NOUN
easat-3879	350	11	1452	1452	NUM
easat-3879	350	12	-	-	SYM
easat-3879	350	13	1458	1458	NUM
easat-3879	350	14	.	.	PUNCT
easat-3879	351	1	[	[	X
easat-3879	351	2	14	14	NUM
easat-3879	351	3	]	]	PUNCT
easat-3879	351	4	caraiani	caraiani	PROPN
easat-3879	352	1	p.	p.	NOUN
easat-3879	352	2	(	(	PUNCT
easat-3879	352	3	2012	2012	NUM
easat-3879	352	4	)	)	PUNCT
easat-3879	352	5	.	.	PUNCT
easat-3879	353	1	evidence	evidence	NOUN
easat-3879	353	2	of	of	ADP
easat-3879	353	3	multifractality	multifractality	NOUN
easat-3879	353	4	from	from	ADP
easat-3879	353	5	emerging	emerge	VERB
easat-3879	353	6	european	european	ADJ
easat-3879	353	7	stock	stock	NOUN
easat-3879	353	8	markets	market	NOUN
easat-3879	353	9	.	.	PUNCT
easat-3879	354	1	plos	plos	PROPN
easat-3879	354	2	one	one	NUM
easat-3879	354	3	7(7	7(7	NUM
easat-3879	354	4	):	):	PUNCT
easat-3879	354	5	e40693	e40693	PROPN
easat-3879	354	6	.	.	PUNCT
easat-3879	354	7	doi:10.1371	doi:10.1371	PROPN
easat-3879	354	8	/	/	SYM
easat-3879	354	9	journal.pone.0040693	journal.pone.0040693	PROPN
easat-3879	354	10	.	.	PUNCT
easat-3879	355	1	[	[	X
easat-3879	355	2	15	15	NUM
easat-3879	355	3	]	]	X
easat-3879	355	4	el	el	PROPN
easat-3879	355	5	alaoui	alaoui	PROPN
easat-3879	355	6	m.	m.	NOUN
easat-3879	355	7	,	,	PUNCT
easat-3879	355	8	&	&	CCONJ
easat-3879	355	9	benbachir	benbachir	PROPN
easat-3879	355	10	s.	s.	PROPN
easat-3879	355	11	(	(	PUNCT
easat-3879	355	12	2013	2013	NUM
easat-3879	355	13	)	)	PUNCT
easat-3879	355	14	.	.	PUNCT
easat-3879	356	1	comparing	compare	VERB
easat-3879	356	2	multifractality	multifractality	NOUN
easat-3879	356	3	among	among	ADP
easat-3879	356	4	czech	czech	PROPN
easat-3879	356	5	,	,	PUNCT
easat-3879	356	6	hungarian	hungarian	ADJ
easat-3879	356	7	and	and	CCONJ
easat-3879	356	8	russian	russian	ADJ
easat-3879	356	9	stock	stock	NOUN
easat-3879	356	10	exchanges	exchange	NOUN
easat-3879	356	11	.	.	PUNCT
easat-3879	357	1	int	int	NOUN
easat-3879	357	2	.	.	PUNCT
easat-3879	358	1	j.	j.	PROPN
easat-3879	358	2	applied	apply	VERB
easat-3879	358	3	decision	decision	NOUN
easat-3879	358	4	sciences	science	NOUN
easat-3879	358	5	,	,	PUNCT
easat-3879	358	6	vol	vol	NOUN
easat-3879	358	7	.	.	PROPN
easat-3879	359	1	6	6	NUM
easat-3879	359	2	,	,	PUNCT
easat-3879	359	3	no	no	INTJ
easat-3879	359	4	.	.	NOUN
easat-3879	359	5	4	4	NUM
easat-3879	359	6	,	,	PUNCT
easat-3879	359	7	pp.313–323	pp.313–323	ADJ
easat-3879	359	8	.	.	PUNCT
easat-3879	360	1	[	[	X
easat-3879	360	2	16	16	NUM
easat-3879	360	3	]	]	X
easat-3879	360	4	wang	wang	PROPN
easat-3879	360	5	w.	w.	PROPN
easat-3879	360	6	,	,	PUNCT
easat-3879	360	7	kecheng	kecheng	PROPN
easat-3879	360	8	l.	l.	PROPN
easat-3879	360	9	,	,	PUNCT
easat-3879	360	10	&	&	CCONJ
easat-3879	360	11	zheng	zheng	PROPN
easat-3879	360	12	q.	q.	PROPN
easat-3879	360	13	(	(	PUNCT
easat-3879	360	14	2014	2014	NUM
easat-3879	360	15	)	)	PUNCT
easat-3879	360	16	.	.	PUNCT
easat-3879	361	1	multifractal	multifractal	ADJ
easat-3879	361	2	analysis	analysis	NOUN
easat-3879	361	3	on	on	ADP
easat-3879	361	4	the	the	DET
easat-3879	361	5	return	return	NOUN
easat-3879	361	6	series	series	NOUN
easat-3879	361	7	of	of	ADP
easat-3879	361	8	stock	stock	NOUN
easat-3879	361	9	markets	market	NOUN
easat-3879	361	10	using	use	VERB
easat-3879	361	11	mfdfa	mfdfa	ADJ
easat-3879	361	12	method	method	NOUN
easat-3879	361	13	.	.	PUNCT
easat-3879	362	1	15th	15th	ADJ
easat-3879	362	2	international	international	ADJ
easat-3879	362	3	conference	conference	NOUN
easat-3879	362	4	on	on	ADP
easat-3879	362	5	informatics	informatic	NOUN
easat-3879	362	6	and	and	CCONJ
easat-3879	362	7	semiotics	semiotic	NOUN
easat-3879	362	8	in	in	ADP
easat-3879	362	9	organisations	organisation	NOUN
easat-3879	362	10	(	(	PUNCT
easat-3879	362	11	iciso	iciso	NOUN
easat-3879	362	12	)	)	PUNCT
easat-3879	362	13	,	,	PUNCT
easat-3879	362	14	may	may	AUX
easat-3879	362	15	2014	2014	NUM
easat-3879	362	16	,	,	PUNCT
easat-3879	362	17	shanghai	shanghai	PROPN
easat-3879	362	18	,	,	PUNCT
easat-3879	362	19	china	china	PROPN
easat-3879	362	20	.	.	PUNCT
easat-3879	363	1	pp.107	pp.107	PROPN
easat-3879	363	2	-	-	PUNCT
easat-3879	363	3	115	115	NUM
easat-3879	363	4	,	,	PUNCT
easat-3879	363	5	10.1007/978	10.1007/978	NUM
easat-3879	363	6	-	-	SYM
easat-3879	363	7	3	3	NUM
easat-3879	363	8	-	-	PUNCT
easat-3879	363	9	642	642	NUM
easat-3879	363	10	-	-	PUNCT
easat-3879	363	11	55355	55355	NUM
easat-3879	363	12	-	-	SYM
easat-3879	363	13	4_11	4_11	NUM
easat-3879	363	14	.	.	PUNCT
easat-3879	363	15	hal-01350915	hal-01350915	NOUN
easat-3879	363	16	.	.	PUNCT
easat-3879	364	1	[	[	X
easat-3879	364	2	17	17	NUM
easat-3879	364	3	]	]	X
easat-3879	364	4	rui	rui	PROPN
easat-3879	364	5	y.	y.	PROPN
easat-3879	364	6	,	,	PUNCT
easat-3879	364	7	xiangyang	xiangyang	PROPN
easat-3879	364	8	l.	l.	PROPN
easat-3879	364	9	,	,	PUNCT
easat-3879	364	10	&	&	CCONJ
easat-3879	364	11	junfeng	junfeng	PROPN
easat-3879	364	12	q.	q.	PROPN
easat-3879	364	13	(	(	PUNCT
easat-3879	364	14	2015	2015	NUM
easat-3879	364	15	)	)	PUNCT
easat-3879	364	16	.	.	PUNCT
easat-3879	365	1	application	application	NOUN
easat-3879	365	2	of	of	ADP
easat-3879	365	3	multi	multi	ADJ
easat-3879	365	4	-	-	ADJ
easat-3879	365	5	fractal	fractal	ADJ
easat-3879	365	6	detrended	detrende	VERB
easat-3879	365	7	fluctuation	fluctuation	NOUN
easat-3879	365	8	analysis	analysis	NOUN
easat-3879	365	9	.	.	PUNCT
easat-3879	366	1	international	international	ADJ
easat-3879	366	2	conference	conference	NOUN
easat-3879	366	3	on	on	ADP
easat-3879	366	4	education	education	NOUN
easat-3879	366	5	technology	technology	NOUN
easat-3879	366	6	,	,	PUNCT
easat-3879	366	7	management	management	NOUN
easat-3879	366	8	and	and	CCONJ
easat-3879	366	9	humanities	humanity	NOUN
easat-3879	366	10	science	science	NOUN
easat-3879	366	11	(	(	PUNCT
easat-3879	366	12	etmhs	etmhs	NOUN
easat-3879	366	13	2015	2015	NUM
easat-3879	366	14	)	)	PUNCT
easat-3879	366	15	.	.	PUNCT
easat-3879	367	1	[	[	X
easat-3879	367	2	18	18	NUM
easat-3879	367	3	]	]	X
easat-3879	367	4	hasan	hasan	PROPN
easat-3879	367	5	r.	r.	PROPN
easat-3879	367	6	,	,	PUNCT
easat-3879	367	7	&	&	CCONJ
easat-3879	367	8	mohammad	mohammad	PROPN
easat-3879	367	9	s.	s.	PROPN
easat-3879	367	10	m.	m.	PROPN
easat-3879	367	11	(	(	PUNCT
easat-3879	367	12	2015	2015	NUM
easat-3879	367	13	)	)	PUNCT
easat-3879	367	14	.	.	PUNCT
easat-3879	368	1	multifractal	multifractal	ADJ
easat-3879	368	2	analysis	analysis	NOUN
easat-3879	368	3	of	of	ADP
easat-3879	368	4	asian	asian	ADJ
easat-3879	368	5	markets	market	NOUN
easat-3879	368	6	during	during	ADP
easat-3879	368	7	2007–2008	2007–2008	NUM
easat-3879	368	8	financial	financial	ADJ
easat-3879	368	9	crisis	crisis	NOUN
easat-3879	368	10	.	.	PUNCT
easat-3879	369	1	physica	physica	VERB
easat-3879	369	2	a	a	DET
easat-3879	369	3	:	:	PUNCT
easat-3879	369	4	statistical	statistical	ADJ
easat-3879	369	5	mechanics	mechanic	NOUN
easat-3879	369	6	and	and	CCONJ
easat-3879	369	7	its	its	PRON
easat-3879	369	8	applications	application	NOUN
easat-3879	369	9	,	,	PUNCT
easat-3879	369	10	419	419	NUM
easat-3879	369	11	,	,	PUNCT
easat-3879	369	12	746–761	746–761	NUM
easat-3879	369	13	.	.	PUNCT
easat-3879	369	14	doi:10.1016	doi:10.1016	PROPN
easat-3879	369	15	/	/	SYM
easat-3879	369	16	j.physa.2014.10.030	j.physa.2014.10.030	PROPN
easat-3879	369	17	.	.	PUNCT
easat-3879	370	1	[	[	X
easat-3879	370	2	19	19	NUM
easat-3879	370	3	]	]	PUNCT
easat-3879	370	4	tiwari	tiwari	ADJ
easat-3879	370	5	a.	a.	PROPN
easat-3879	370	6	k.	k.	PROPN
easat-3879	370	7	,	,	PUNCT
easat-3879	370	8	albulescu	albulescu	PROPN
easat-3879	370	9	c.	c.	PROPN
easat-3879	370	10	t.	t.	PROPN
easat-3879	370	11	,	,	PUNCT
easat-3879	370	12	&	&	CCONJ
easat-3879	370	13	yoon	yoon	PROPN
easat-3879	370	14	s.	s.	PROPN
easat-3879	370	15	m.	m.	PROPN
easat-3879	370	16	(	(	PUNCT
easat-3879	370	17	2017	2017	NUM
easat-3879	370	18	)	)	PUNCT
easat-3879	370	19	.	.	PUNCT
easat-3879	371	1	a	a	DET
easat-3879	371	2	multifractal	multifractal	ADJ
easat-3879	371	3	detrended	detrende	VERB
easat-3879	371	4	fluctuation	fluctuation	NOUN
easat-3879	371	5	analysis	analysis	NOUN
easat-3879	371	6	of	of	ADP
easat-3879	371	7	financial	financial	ADJ
easat-3879	371	8	market	market	NOUN
easat-3879	371	9	efficiency	efficiency	NOUN
easat-3879	371	10	:	:	PUNCT
easat-3879	371	11	comparison	comparison	NOUN
easat-3879	371	12	using	use	VERB
easat-3879	371	13	dow	dow	PROPN
easat-3879	371	14	jones	jones	PROPN
easat-3879	371	15	sector	sector	PROPN
easat-3879	371	16	etf	etf	PROPN
easat-3879	371	17	indices	indice	VERB
easat-3879	371	18	.	.	PUNCT
easat-3879	372	1	physica	physica	VERB
easat-3879	372	2	a	a	PRON
easat-3879	372	3	(	(	PUNCT
easat-3879	372	4	2017	2017	NUM
easat-3879	372	5	)	)	PUNCT
easat-3879	372	6	,	,	PUNCT
easat-3879	372	7	http://dx.doi.org/10.1016/j.physa	http://dx.doi.org/10.1016/j.physa	NOUN
easat-3879	372	8	.	.	PUNCT
easat-3879	373	1	[	[	X
easat-3879	373	2	20	20	NUM
easat-3879	373	3	]	]	X
easat-3879	373	4	hong	hong	PROPN
easat-3879	373	5	-	-	PUNCT
easat-3879	373	6	yong	yong	PROPN
easat-3879	373	7	w.	w.	PROPN
easat-3879	373	8	,	,	PUNCT
easat-3879	373	9	&	&	CCONJ
easat-3879	373	10	tong	tong	PROPN
easat-3879	373	11	-	-	PUNCT
easat-3879	373	12	tong	tong	PROPN
easat-3879	373	13	w.	w.	PROPN
easat-3879	373	14	(	(	PUNCT
easat-3879	373	15	2018	2018	NUM
easat-3879	373	16	)	)	PUNCT
easat-3879	373	17	.	.	PUNCT
easat-3879	374	1	multifractal	multifractal	ADJ
easat-3879	374	2	analysis	analysis	NOUN
easat-3879	374	3	of	of	ADP
easat-3879	374	4	the	the	DET
easat-3879	374	5	chinese	chinese	ADJ
easat-3879	374	6	stock	stock	NOUN
easat-3879	374	7	,	,	PUNCT
easat-3879	374	8	bond	bond	NOUN
easat-3879	374	9	and	and	CCONJ
easat-3879	374	10	fund	fund	NOUN
easat-3879	374	11	markets	market	NOUN
easat-3879	374	12	.	.	PUNCT
easat-3879	375	1	physica	physica	VERB
easat-3879	375	2	a	a	DET
easat-3879	375	3	512	512	NUM
easat-3879	375	4	(	(	PUNCT
easat-3879	375	5	2018	2018	NUM
easat-3879	375	6	)	)	PUNCT
easat-3879	376	1	280–292	280–292	NUM
easat-3879	376	2	.	.	PUNCT
easat-3879	377	1	[	[	X
easat-3879	377	2	21	21	NUM
easat-3879	377	3	]	]	X
easat-3879	377	4	zhu	zhu	PROPN
easat-3879	377	5	h.	h.	PROPN
easat-3879	377	6	,	,	PUNCT
easat-3879	377	7	&	&	CCONJ
easat-3879	377	8	zhang	zhang	PROPN
easat-3879	377	9	w.	w.	PROPN
easat-3879	377	10	(	(	PUNCT
easat-3879	377	11	2018	2018	NUM
easat-3879	377	12	)	)	PUNCT
easat-3879	377	13	.	.	PUNCT
easat-3879	378	1	multifractal	multifractal	ADJ
easat-3879	378	2	property	property	NOUN
easat-3879	378	3	of	of	ADP
easat-3879	378	4	chinese	chinese	ADJ
easat-3879	378	5	stock	stock	NOUN
easat-3879	378	6	market	market	NOUN
easat-3879	378	7	in	in	ADP
easat-3879	378	8	the	the	DET
easat-3879	378	9	csi	csi	PROPN
easat-3879	378	10	800	800	NUM
easat-3879	378	11	index	index	NOUN
easat-3879	378	12	based	base	VERB
easat-3879	378	13	on	on	ADP
easat-3879	378	14	mf	mf	NOUN
easat-3879	378	15	-	-	PUNCT
easat-3879	378	16	dfa	dfa	NOUN
easat-3879	378	17	approach	approach	NOUN
easat-3879	378	18	.	.	PUNCT
easat-3879	379	1	physica	physica	VERB
easat-3879	379	2	a	a	DET
easat-3879	379	3	:	:	PUNCT
easat-3879	379	4	statistical	statistical	ADJ
easat-3879	379	5	mechanics	mechanic	NOUN
easat-3879	379	6	and	and	CCONJ
easat-3879	379	7	its	its	PRON
easat-3879	379	8	applications	application	NOUN
easat-3879	379	9	,	,	PUNCT
easat-3879	379	10	490	490	NUM
easat-3879	379	11	,	,	PUNCT
easat-3879	379	12	497–503	497–503	NUM
easat-3879	379	13	.	.	PUNCT
easat-3879	380	1	doi:10.1016	doi:10.1016	PROPN
easat-3879	380	2	/	/	SYM
easat-3879	380	3	j.physa.2017.08.060	j.physa.2017.08.060	PROPN
easat-3879	380	4	.	.	PUNCT
easat-3879	381	1	[	[	X
easat-3879	381	2	22	22	NUM
easat-3879	381	3	]	]	PUNCT
easat-3879	381	4	gu	gu	X
easat-3879	381	5	d.	d.	PROPN
easat-3879	381	6	,	,	PUNCT
easat-3879	381	7	&	&	CCONJ
easat-3879	381	8	huang	huang	PROPN
easat-3879	381	9	j.	j.	PROPN
easat-3879	381	10	(	(	PUNCT
easat-3879	381	11	2019	2019	NUM
easat-3879	381	12	)	)	PUNCT
easat-3879	381	13	.	.	PUNCT
easat-3879	382	1	multifractal	multifractal	ADJ
easat-3879	382	2	detrended	detrende	VERB
easat-3879	382	3	fluctuation	fluctuation	NOUN
easat-3879	382	4	analysis	analysis	NOUN
easat-3879	382	5	on	on	ADP
easat-3879	382	6	high	high	ADJ
easat-3879	382	7	-	-	PUNCT
easat-3879	382	8	frequency	frequency	NOUN
easat-3879	382	9	szse	szse	NOUN
easat-3879	382	10	in	in	ADP
easat-3879	382	11	chinese	chinese	ADJ
easat-3879	382	12	stock	stock	NOUN
easat-3879	382	13	market	market	NOUN
easat-3879	382	14	.	.	PUNCT
easat-3879	383	1	physica	physica	VERB
easat-3879	383	2	a	a	DET
easat-3879	383	3	:	:	PUNCT
easat-3879	383	4	statistical	statistical	ADJ
easat-3879	383	5	mechanics	mechanic	NOUN
easat-3879	383	6	and	and	CCONJ
easat-3879	383	7	its	its	PRON
easat-3879	383	8	applications	application	NOUN
easat-3879	383	9	,	,	PUNCT
easat-3879	383	10	521	521	NUM
easat-3879	383	11	,	,	PUNCT
easat-3879	383	12	225–235	225–235	NUM
easat-3879	383	13	.	.	PUNCT
easat-3879	383	14	doi:10.1016	doi:10.1016	PROPN
easat-3879	383	15	/	/	SYM
easat-3879	383	16	j.physa.2019.01.040	j.physa.2019.01.040	PROPN
easat-3879	383	17	.	.	PROPN
easat-3879	383	18	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3879	383	19	8832	8832	NUM
easat-3879	383	20	edelweiss	edelweiss	PROPN
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easat-3879	383	22	science	science	NOUN
easat-3879	383	23	and	and	CCONJ
easat-3879	383	24	technology	technology	NOUN
easat-3879	383	25	issn	issn	PROPN
easat-3879	383	26	:	:	PUNCT
easat-3879	383	27	2576	2576	NUM
easat-3879	383	28	-	-	SYM
easat-3879	383	29	8484	8484	NUM
easat-3879	383	30	vol	vol	NOUN
easat-3879	383	31	.	.	PROPN
easat-3879	383	32	8	8	NUM
easat-3879	383	33	,	,	PUNCT
easat-3879	383	34	no	no	INTJ
easat-3879	383	35	.	.	NOUN
easat-3879	384	1	6	6	NUM
easat-3879	384	2	:	:	SYM
easat-3879	384	3	8815	8815	NUM
easat-3879	384	4	-	-	SYM
easat-3879	384	5	8832	8832	NUM
easat-3879	384	6	,	,	PUNCT
easat-3879	384	7	2024	2024	NUM
easat-3879	384	8	doi	doi	NOUN
easat-3879	384	9	:	:	PUNCT
easat-3879	384	10	10.55214/25768484.v8i6.3879	10.55214/25768484.v8i6.3879	NUM
easat-3879	384	11	©	©	PROPN
easat-3879	384	12	2024	2024	NUM
easat-3879	384	13	by	by	ADP
easat-3879	384	14	the	the	DET
easat-3879	384	15	authors	author	NOUN
easat-3879	384	16	;	;	PUNCT
easat-3879	384	17	licensee	licensee	PROPN
easat-3879	384	18	learning	learning	NOUN
easat-3879	384	19	gate	gate	NOUN
easat-3879	384	20	[	[	X
easat-3879	384	21	23	23	NUM
easat-3879	384	22	]	]	SYM
easat-3879	384	23	chenyu	chenyu	PROPN
easat-3879	384	24	h.	h.	PROPN
easat-3879	384	25	,	,	PUNCT
easat-3879	384	26	yiming	yiming	PROPN
easat-3879	384	27	w.	w.	PROPN
easat-3879	384	28	,	,	PUNCT
easat-3879	384	29	&	&	CCONJ
easat-3879	384	30	yingying	yingying	PROPN
easat-3879	384	31	x.	x.	PROPN
easat-3879	384	32	(	(	PUNCT
easat-3879	384	33	2020	2020	NUM
easat-3879	384	34	)	)	PUNCT
easat-3879	384	35	.	.	PUNCT
easat-3879	385	1	nonlinearity	nonlinearity	NOUN
easat-3879	385	2	and	and	CCONJ
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easat-3879	385	4	dynamics	dynamic	NOUN
easat-3879	385	5	of	of	ADP
easat-3879	385	6	foreign	foreign	ADJ
easat-3879	385	7	exchange	exchange	NOUN
easat-3879	385	8	markets	market	NOUN
easat-3879	385	9	:	:	PUNCT
easat-3879	385	10	evidence	evidence	NOUN
easat-3879	385	11	from	from	ADP
easat-3879	385	12	multifractality	multifractality	NOUN
easat-3879	385	13	and	and	CCONJ
easat-3879	385	14	volatility	volatility	NOUN
easat-3879	385	15	of	of	ADP
easat-3879	385	16	major	major	ADJ
easat-3879	385	17	exchange	exchange	NOUN
easat-3879	385	18	rates	rate	NOUN
easat-3879	385	19	.	.	PUNCT
easat-3879	386	1	economic	economic	ADJ
easat-3879	386	2	research	research	NOUN
easat-3879	386	3	-	-	PUNCT
easat-3879	386	4	ekonomska	ekonomska	ADJ
easat-3879	386	5	istraživanja	istraživanja	NOUN
easat-3879	386	6	,	,	PUNCT
easat-3879	386	7	33:1,731	33:1,731	PROPN
easat-3879	386	8	-	-	SYM
easat-3879	386	9	751	751	NUM
easat-3879	386	10	,	,	PUNCT
easat-3879	386	11	doi	doi	NOUN
easat-3879	386	12	:	:	PUNCT
easat-3879	386	13	.	.	PUNCT
easat-3879	387	1	10.1080/1331677x.2020	10.1080/1331677x.2020	NUM
easat-3879	387	2	.	.	PUNCT
easat-3879	387	3	1734852	1734852	NUM
easat-3879	387	4	.	.	PUNCT
easat-3879	388	1	[	[	X
easat-3879	388	2	24	24	NUM
easat-3879	388	3	]	]	PUNCT
easat-3879	388	4	faheem	faheem	NOUN
easat-3879	388	5	a.	a.	PROPN
easat-3879	388	6	,	,	PUNCT
easat-3879	388	7	saima	saima	PROPN
easat-3879	388	8	l.	l.	PROPN
easat-3879	388	9	,	,	PUNCT
easat-3879	388	10	&	&	CCONJ
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easat-3879	388	13	(	(	PUNCT
easat-3879	388	14	2020	2020	NUM
easat-3879	388	15	)	)	PUNCT
easat-3879	388	16	.	.	PUNCT
easat-3879	389	1	investigating	investigate	VERB
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easat-3879	389	3	-	-	PUNCT
easat-3879	389	4	range	range	NOUN
easat-3879	389	5	dependence	dependence	NOUN
easat-3879	389	6	of	of	ADP
easat-3879	389	7	emerging	emerge	VERB
easat-3879	389	8	asian	asian	ADJ
easat-3879	389	9	stock	stock	NOUN
easat-3879	389	10	markets	market	NOUN
easat-3879	389	11	using	use	VERB
easat-3879	389	12	multifractal	multifractal	ADJ
easat-3879	389	13	detrended	detrende	VERB
easat-3879	389	14	fluctuation	fluctuation	NOUN
easat-3879	389	15	analysis	analysis	NOUN
easat-3879	389	16	.	.	PUNCT
easat-3879	390	1	symmetry	symmetry	NOUN
easat-3879	390	2	2020	2020	NUM
easat-3879	390	3	,	,	PUNCT
easat-3879	390	4	12	12	NUM
easat-3879	390	5	,	,	PUNCT
easat-3879	390	6	1157	1157	NUM
easat-3879	390	7	;	;	PUNCT
easat-3879	390	8	doi:10.3390	doi:10.3390	NOUN
easat-3879	390	9	/	/	SYM
easat-3879	390	10	sym12071157	sym12071157	NOUN
easat-3879	390	11	.	.	PUNCT
easat-3879	391	1	[	[	X
easat-3879	391	2	25	25	NUM
easat-3879	391	3	]	]	X
easat-3879	391	4	datta	datta	PROPN
easat-3879	391	5	r.	r.	PROPN
easat-3879	391	6	p.	p.	PROPN
easat-3879	391	7	(	(	PUNCT
easat-3879	391	8	2023	2023	NUM
easat-3879	391	9	)	)	PUNCT
easat-3879	391	10	.	.	PUNCT
easat-3879	392	1	analysis	analysis	NOUN
easat-3879	392	2	of	of	ADP
easat-3879	392	3	indian	indian	ADJ
easat-3879	392	4	foreign	foreign	ADJ
easat-3879	392	5	exchange	exchange	NOUN
easat-3879	392	6	markets	market	NOUN
easat-3879	392	7	:	:	PUNCT
easat-3879	392	8	a	a	DET
easat-3879	392	9	multifractal	multifractal	ADJ
easat-3879	392	10	detrended	detrende	VERB
easat-3879	392	11	fluctuation	fluctuation	NOUN
easat-3879	392	12	analysis	analysis	NOUN
easat-3879	392	13	(	(	PUNCT
easat-3879	392	14	mfdfa	mfdfa	ADJ
easat-3879	392	15	)	)	PUNCT
easat-3879	392	16	approach	approach	NOUN
easat-3879	392	17	.	.	PUNCT
easat-3879	393	1	papers	paper	NOUN
easat-3879	393	2	2306.16162	2306.16162	NUM
easat-3879	393	3	,	,	PUNCT
easat-3879	393	4	arxiv.org	arxiv.org	X
easat-3879	393	5	.	.	PUNCT
easat-3879	394	1	[	[	X
easat-3879	394	2	26	26	NUM
easat-3879	394	3	]	]	X
easat-3879	394	4	raza	raza	PROPN
easat-3879	394	5	s.	s.	PROPN
easat-3879	394	6	a.	a.	PROPN
easat-3879	394	7	,	,	PUNCT
easat-3879	394	8	shah	shah	PROPN
easat-3879	394	9	n.	n.	PROPN
easat-3879	394	10	,	,	PUNCT
easat-3879	394	11	&	&	CCONJ
easat-3879	394	12	suleman	suleman	PROPN
easat-3879	394	13	m.	m.	PROPN
easat-3879	394	14	t.	t.	PROPN
easat-3879	394	15	(	(	PUNCT
easat-3879	394	16	2024	2024	NUM
easat-3879	394	17	)	)	PUNCT
easat-3879	394	18	.	.	PUNCT
easat-3879	395	1	a	a	DET
easat-3879	395	2	multifractal	multifractal	ADJ
easat-3879	395	3	detrended	detrende	VERB
easat-3879	395	4	fluctuation	fluctuation	NOUN
easat-3879	395	5	analysis	analysis	NOUN
easat-3879	395	6	of	of	ADP
easat-3879	395	7	islamic	islamic	ADJ
easat-3879	395	8	and	and	CCONJ
easat-3879	395	9	conventional	conventional	ADJ
easat-3879	395	10	financial	financial	ADJ
easat-3879	395	11	markets	market	NOUN
easat-3879	395	12	efficiency	efficiency	NOUN
easat-3879	395	13	during	during	ADP
easat-3879	395	14	the	the	DET
easat-3879	395	15	covid-19	covid-19	PROPN
easat-3879	395	16	pandemic	pandemic	NOUN
easat-3879	395	17	.	.	PUNCT
easat-3879	396	1	international	international	ADJ
easat-3879	396	2	economics	economic	NOUN
easat-3879	396	3	177	177	NUM
easat-3879	396	4	,	,	PUNCT
easat-3879	396	5	100463	100463	NUM
easat-3879	396	6	.	.	PUNCT
easat-3879	397	1	[	[	X
easat-3879	397	2	27	27	NUM
easat-3879	397	3	]	]	X
easat-3879	397	4	proakis	proakis	PROPN
easat-3879	397	5	j.	j.	PROPN
easat-3879	397	6	g.	g.	PROPN
easat-3879	397	7	,	,	PUNCT
easat-3879	397	8	&	&	CCONJ
easat-3879	397	9	dimitris	dimitris	PROPN
easat-3879	397	10	g.	g.	PROPN
easat-3879	397	11	m.	m.	PROPN
easat-3879	397	12	(	(	PUNCT
easat-3879	397	13	1996	1996	NUM
easat-3879	397	14	)	)	PUNCT
easat-3879	397	15	.	.	PUNCT
easat-3879	398	1	digital	digital	ADJ
easat-3879	398	2	signal	signal	NOUN
easat-3879	398	3	processing	processing	NOUN
easat-3879	398	4	:	:	PUNCT
easat-3879	398	5	principles	principle	NOUN
easat-3879	398	6	,	,	PUNCT
easat-3879	398	7	algorithms	algorithm	NOUN
easat-3879	398	8	,	,	PUNCT
easat-3879	398	9	and	and	CCONJ
easat-3879	398	10	applications	application	NOUN
easat-3879	398	11	.	.	PUNCT
easat-3879	399	1	publisher	publisher	NOUN
easat-3879	399	2	:	:	PUNCT
easat-3879	399	3	prentice	prentice	PROPN
easat-3879	399	4	hall	hall	PROPN
easat-3879	399	5	.	.	PUNCT
easat-3879	400	1	[	[	X
easat-3879	400	2	28	28	NUM
easat-3879	400	3	]	]	X
easat-3879	400	4	schreiber	schreiber	PROPN
easat-3879	400	5	t.	t.	PROPN
easat-3879	400	6	,	,	PUNCT
easat-3879	400	7	&	&	CCONJ
easat-3879	400	8	schmitz	schmitz	PROPN
easat-3879	400	9	a.	a.	PROPN
easat-3879	400	10	(	(	PUNCT
easat-3879	400	11	1996	1996	NUM
easat-3879	400	12	)	)	PUNCT
easat-3879	400	13	.	.	PUNCT
easat-3879	400	14	improved	improve	VERB
easat-3879	400	15	surrogate	surrogate	ADJ
easat-3879	400	16	data	datum	NOUN
easat-3879	400	17	for	for	ADP
easat-3879	400	18	nonlinearity	nonlinearity	NOUN
easat-3879	400	19	tests	test	NOUN
easat-3879	400	20	.	.	PUNCT
easat-3879	401	1	volume	volume	NOUN
easat-3879	401	2	77,number	77,number	NUM
easat-3879	401	3	4	4	NUM
easat-3879	401	4	,	,	PUNCT
easat-3879	401	5	physical	physical	ADJ
easat-3879	401	6	review	review	NOUN
easat-3879	401	7	letters	letter	NOUN
easat-3879	401	8	.	.	PUNCT
easat-3879	402	1	[	[	X
easat-3879	402	2	29	29	NUM
easat-3879	402	3	]	]	PUNCT
easat-3879	402	4	kugiumtzis	kugiumtzis	PROPN
easat-3879	402	5	d.	d.	PROPN
easat-3879	402	6	(	(	PUNCT
easat-3879	402	7	2002	2002	NUM
easat-3879	402	8	)	)	PUNCT
easat-3879	402	9	.	.	PUNCT
easat-3879	402	10	statically	statically	ADV
easat-3879	402	11	transformed	transform	VERB
easat-3879	402	12	autoregressive	autoregressive	ADJ
easat-3879	402	13	process	process	NOUN
easat-3879	402	14	and	and	CCONJ
easat-3879	402	15	surrogate	surrogate	ADJ
easat-3879	402	16	data	datum	NOUN
easat-3879	402	17	test	test	NOUN
easat-3879	402	18	for	for	ADP
easat-3879	402	19	nonlinearity	nonlinearity	NOUN
easat-3879	402	20	.	.	PUNCT
easat-3879	403	1	physical	physical	PROPN
easat-3879	403	2	review	review	PROPN
easat-3879	404	1	e.	e.	PROPN