id	sid	tid	token	lemma	pos
american_scientific_journal-2581	1	1	213	213	NUM
american_scientific_journal-2581	1	2	american	american	ADJ
american_scientific_journal-2581	1	3	scientific	scientific	ADJ
american_scientific_journal-2581	1	4	research	research	NOUN
american_scientific_journal-2581	1	5	journal	journal	NOUN
american_scientific_journal-2581	1	6	for	for	ADP
american_scientific_journal-2581	1	7	engineering	engineering	NOUN
american_scientific_journal-2581	1	8	,	,	PUNCT
american_scientific_journal-2581	1	9	technology	technology	NOUN
american_scientific_journal-2581	1	10	,	,	PUNCT
american_scientific_journal-2581	1	11	and	and	CCONJ
american_scientific_journal-2581	1	12	sciences	science	NOUN
american_scientific_journal-2581	1	13	(	(	PUNCT
american_scientific_journal-2581	1	14	asrjets	asrjet	NOUN
american_scientific_journal-2581	1	15	)	)	PUNCT
american_scientific_journal-2581	1	16	issn	issn	PROPN
american_scientific_journal-2581	1	17	(	(	PUNCT
american_scientific_journal-2581	1	18	print	print	NOUN
american_scientific_journal-2581	1	19	)	)	PUNCT
american_scientific_journal-2581	1	20	2313	2313	NUM
american_scientific_journal-2581	1	21	-	-	SYM
american_scientific_journal-2581	1	22	4410	4410	NUM
american_scientific_journal-2581	1	23	,	,	PUNCT
american_scientific_journal-2581	1	24	issn	issn	PROPN
american_scientific_journal-2581	1	25	(	(	PUNCT
american_scientific_journal-2581	1	26	online	online	ADJ
american_scientific_journal-2581	1	27	)	)	PUNCT
american_scientific_journal-2581	1	28	2313	2313	NUM
american_scientific_journal-2581	1	29	-	-	SYM
american_scientific_journal-2581	1	30	4402	4402	NUM
american_scientific_journal-2581	1	31	©	©	PROPN
american_scientific_journal-2581	1	32	global	global	ADJ
american_scientific_journal-2581	1	33	society	society	NOUN
american_scientific_journal-2581	1	34	of	of	ADP
american_scientific_journal-2581	1	35	scientific	scientific	ADJ
american_scientific_journal-2581	1	36	research	research	NOUN
american_scientific_journal-2581	1	37	and	and	CCONJ
american_scientific_journal-2581	1	38	researchers	researcher	NOUN
american_scientific_journal-2581	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	VERB
american_scientific_journal-2581	1	40	an	an	DET
american_scientific_journal-2581	1	41	improvement	improvement	NOUN
american_scientific_journal-2581	1	42	to	to	ADP
american_scientific_journal-2581	1	43	lmsv	lmsv	PROPN
american_scientific_journal-2581	1	44	parameter	parameter	PROPN
american_scientific_journal-2581	1	45	estimation	estimation	NOUN
american_scientific_journal-2581	1	46	:	:	PUNCT
american_scientific_journal-2581	1	47	modelling	modelling	NOUN
american_scientific_journal-2581	1	48	and	and	CCONJ
american_scientific_journal-2581	1	49	forecasting	forecasting	NOUN
american_scientific_journal-2581	1	50	volatility	volatility	NOUN
american_scientific_journal-2581	1	51	and	and	CCONJ
american_scientific_journal-2581	1	52	value	value	NOUN
american_scientific_journal-2581	1	53	-	-	PUNCT
american_scientific_journal-2581	1	54	at	at	ADP
american_scientific_journal-2581	1	55	-	-	PUNCT
american_scientific_journal-2581	1	56	risk	risk	NOUN
american_scientific_journal-2581	1	57	grace	grace	NOUN
american_scientific_journal-2581	1	58	lee	lee	PROPN
american_scientific_journal-2581	1	59	ching	ching	PROPN
american_scientific_journal-2581	1	60	yapa	yapa	VERB
american_scientific_journal-2581	2	1	*	*	PROPN
american_scientific_journal-2581	2	2	,	,	PUNCT
american_scientific_journal-2581	2	3	wen	wen	PROPN
american_scientific_journal-2581	2	4	cheong	cheong	PROPN
american_scientific_journal-2581	2	5	chinb	chinb	PROPN
american_scientific_journal-2581	2	6	aschool	aschool	PROPN
american_scientific_journal-2581	2	7	of	of	ADP
american_scientific_journal-2581	2	8	applied	applied	ADJ
american_scientific_journal-2581	2	9	mathematics	mathematic	NOUN
american_scientific_journal-2581	2	10	,	,	PUNCT
american_scientific_journal-2581	2	11	faculty	faculty	NOUN
american_scientific_journal-2581	2	12	of	of	ADP
american_scientific_journal-2581	2	13	engineering	engineering	NOUN
american_scientific_journal-2581	2	14	,	,	PUNCT
american_scientific_journal-2581	2	15	(	(	PUNCT
american_scientific_journal-2581	2	16	malaysia	malaysia	PROPN
american_scientific_journal-2581	2	17	campus	campus	PROPN
american_scientific_journal-2581	2	18	)	)	PUNCT
american_scientific_journal-2581	2	19	,	,	PUNCT
american_scientific_journal-2581	2	20	43500	43500	NUM
american_scientific_journal-2581	2	21	semenyih	semenyih	NOUN
american_scientific_journal-2581	2	22	,	,	PUNCT
american_scientific_journal-2581	2	23	selangor	selangor	PROPN
american_scientific_journal-2581	2	24	,	,	PUNCT
american_scientific_journal-2581	2	25	malaysia	malaysia	PROPN
american_scientific_journal-2581	2	26	bfaculty	bfaculty	NOUN
american_scientific_journal-2581	2	27	of	of	ADP
american_scientific_journal-2581	2	28	management	management	NOUN
american_scientific_journal-2581	2	29	,	,	PUNCT
american_scientific_journal-2581	2	30	sig	sig	NOUN
american_scientific_journal-2581	2	31	quantitative	quantitative	ADJ
american_scientific_journal-2581	2	32	economics	economic	NOUN
american_scientific_journal-2581	2	33	and	and	CCONJ
american_scientific_journal-2581	2	34	finance	finance	NOUN
american_scientific_journal-2581	2	35	,	,	PUNCT
american_scientific_journal-2581	2	36	multimedia	multimedia	NOUN
american_scientific_journal-2581	2	37	university	university	NOUN
american_scientific_journal-2581	2	38	,	,	PUNCT
american_scientific_journal-2581	2	39	63100	63100	NUM
american_scientific_journal-2581	2	40	cyberjaya	cyberjaya	PROPN
american_scientific_journal-2581	2	41	,	,	PUNCT
american_scientific_journal-2581	2	42	selangor	selangor	PROPN
american_scientific_journal-2581	2	43	,	,	PUNCT
american_scientific_journal-2581	2	44	malaysia	malaysia	PROPN
american_scientific_journal-2581	2	45	aemail	aemail	NOUN
american_scientific_journal-2581	2	46	:	:	PUNCT
american_scientific_journal-2581	2	47	grace.yap@nottingham.edu.my	grace.yap@nottingham.edu.my	NOUN
american_scientific_journal-2581	2	48	bemail	bemail	NOUN
american_scientific_journal-2581	2	49	:	:	PUNCT
american_scientific_journal-2581	2	50	wcchin@mmu.edu.my	wcchin@mmu.edu.my	PROPN
american_scientific_journal-2581	2	51	abstract	abstract	NOUN
american_scientific_journal-2581	2	52	this	this	DET
american_scientific_journal-2581	2	53	paper	paper	NOUN
american_scientific_journal-2581	2	54	proposes	propose	VERB
american_scientific_journal-2581	2	55	an	an	DET
american_scientific_journal-2581	2	56	improvement	improvement	NOUN
american_scientific_journal-2581	2	57	to	to	ADP
american_scientific_journal-2581	2	58	the	the	DET
american_scientific_journal-2581	2	59	long	long	ADJ
american_scientific_journal-2581	2	60	memory	memory	NOUN
american_scientific_journal-2581	2	61	stochastic	stochastic	ADJ
american_scientific_journal-2581	2	62	volatility	volatility	NOUN
american_scientific_journal-2581	2	63	(	(	PUNCT
american_scientific_journal-2581	2	64	lmsv	lmsv	PROPN
american_scientific_journal-2581	2	65	)	)	PUNCT
american_scientific_journal-2581	2	66	model	model	NOUN
american_scientific_journal-2581	2	67	to	to	PART
american_scientific_journal-2581	2	68	forecast	forecast	VERB
american_scientific_journal-2581	2	69	volatility	volatility	NOUN
american_scientific_journal-2581	2	70	using	use	VERB
american_scientific_journal-2581	2	71	high	high	ADJ
american_scientific_journal-2581	2	72	frequency	frequency	NOUN
american_scientific_journal-2581	2	73	data	datum	NOUN
american_scientific_journal-2581	2	74	.	.	PUNCT
american_scientific_journal-2581	3	1	to	to	PART
american_scientific_journal-2581	3	2	allow	allow	VERB
american_scientific_journal-2581	3	3	frequency	frequency	NOUN
american_scientific_journal-2581	3	4	domain	domain	NOUN
american_scientific_journal-2581	3	5	quasi	quasi	ADJ
american_scientific_journal-2581	3	6	-	-	ADJ
american_scientific_journal-2581	3	7	maximum	maximum	ADJ
american_scientific_journal-2581	3	8	likelihood	likelihood	NOUN
american_scientific_journal-2581	3	9	(	(	PUNCT
american_scientific_journal-2581	3	10	fdqml	fdqml	NOUN
american_scientific_journal-2581	3	11	)	)	PUNCT
american_scientific_journal-2581	3	12	estimation	estimation	NOUN
american_scientific_journal-2581	3	13	,	,	PUNCT
american_scientific_journal-2581	3	14	we	we	PRON
american_scientific_journal-2581	3	15	suggest	suggest	VERB
american_scientific_journal-2581	3	16	a	a	DET
american_scientific_journal-2581	3	17	parsimonious	parsimonious	ADJ
american_scientific_journal-2581	3	18	normalization	normalization	NOUN
american_scientific_journal-2581	3	19	procedure	procedure	NOUN
american_scientific_journal-2581	3	20	that	that	PRON
american_scientific_journal-2581	3	21	avoids	avoid	VERB
american_scientific_journal-2581	3	22	repetitive	repetitive	ADJ
american_scientific_journal-2581	3	23	parameter	parameter	NOUN
american_scientific_journal-2581	3	24	estimation	estimation	NOUN
american_scientific_journal-2581	3	25	.	.	PUNCT
american_scientific_journal-2581	4	1	this	this	PRON
american_scientific_journal-2581	4	2	resultantly	resultantly	ADV
american_scientific_journal-2581	4	3	produces	produce	VERB
american_scientific_journal-2581	4	4	more	more	ADV
american_scientific_journal-2581	4	5	efficient	efficient	ADJ
american_scientific_journal-2581	4	6	parameter	parameter	NOUN
american_scientific_journal-2581	4	7	estimation	estimation	NOUN
american_scientific_journal-2581	4	8	as	as	SCONJ
american_scientific_journal-2581	4	9	less	less	ADJ
american_scientific_journal-2581	4	10	estimation	estimation	NOUN
american_scientific_journal-2581	4	11	error	error	NOUN
american_scientific_journal-2581	4	12	is	be	AUX
american_scientific_journal-2581	4	13	involved	involve	VERB
american_scientific_journal-2581	4	14	.	.	PUNCT
american_scientific_journal-2581	5	1	besides	besides	SCONJ
american_scientific_journal-2581	5	2	,	,	PUNCT
american_scientific_journal-2581	5	3	a	a	DET
american_scientific_journal-2581	5	4	detrending	detrende	VERB
american_scientific_journal-2581	5	5	procedure	procedure	NOUN
american_scientific_journal-2581	5	6	is	be	AUX
american_scientific_journal-2581	5	7	proposed	propose	VERB
american_scientific_journal-2581	5	8	prior	prior	ADV
american_scientific_journal-2581	5	9	to	to	ADP
american_scientific_journal-2581	5	10	the	the	DET
american_scientific_journal-2581	5	11	de	de	ADJ
american_scientific_journal-2581	5	12	-	-	ADJ
american_scientific_journal-2581	5	13	seasonalization	seasonalization	NOUN
american_scientific_journal-2581	5	14	procedure	procedure	NOUN
american_scientific_journal-2581	5	15	to	to	PART
american_scientific_journal-2581	5	16	improve	improve	VERB
american_scientific_journal-2581	5	17	the	the	DET
american_scientific_journal-2581	5	18	identification	identification	NOUN
american_scientific_journal-2581	5	19	of	of	ADP
american_scientific_journal-2581	5	20	seasonal	seasonal	ADJ
american_scientific_journal-2581	5	21	patterns	pattern	NOUN
american_scientific_journal-2581	5	22	.	.	PUNCT
american_scientific_journal-2581	6	1	we	we	PRON
american_scientific_journal-2581	6	2	compare	compare	VERB
american_scientific_journal-2581	6	3	the	the	DET
american_scientific_journal-2581	6	4	performance	performance	NOUN
american_scientific_journal-2581	6	5	of	of	ADP
american_scientific_journal-2581	6	6	volatility	volatility	NOUN
american_scientific_journal-2581	6	7	forecasts	forecast	NOUN
american_scientific_journal-2581	6	8	by	by	ADP
american_scientific_journal-2581	6	9	the	the	DET
american_scientific_journal-2581	6	10	proposed	propose	VERB
american_scientific_journal-2581	6	11	refined	refine	VERB
american_scientific_journal-2581	6	12	fdqml	fdqml	NOUN
american_scientific_journal-2581	6	13	-	-	PUNCT
american_scientific_journal-2581	6	14	lmsv	lmsv	ADJ
american_scientific_journal-2581	6	15	model	model	NOUN
american_scientific_journal-2581	6	16	with	with	ADP
american_scientific_journal-2581	6	17	the	the	DET
american_scientific_journal-2581	6	18	existing	exist	VERB
american_scientific_journal-2581	6	19	lmsv	lmsv	NOUN
american_scientific_journal-2581	6	20	and	and	CCONJ
american_scientific_journal-2581	6	21	the	the	DET
american_scientific_journal-2581	6	22	linear	linear	PROPN
american_scientific_journal-2581	6	23	long	long	ADJ
american_scientific_journal-2581	6	24	memory	memory	NOUN
american_scientific_journal-2581	6	25	model	model	NOUN
american_scientific_journal-2581	6	26	that	that	PRON
american_scientific_journal-2581	6	27	fits	fit	VERB
american_scientific_journal-2581	6	28	to	to	ADP
american_scientific_journal-2581	6	29	logarithms	logarithm	NOUN
american_scientific_journal-2581	6	30	of	of	ADP
american_scientific_journal-2581	6	31	realised	realise	VERB
american_scientific_journal-2581	6	32	volatility	volatility	NOUN
american_scientific_journal-2581	6	33	.	.	PUNCT
american_scientific_journal-2581	7	1	the	the	DET
american_scientific_journal-2581	7	2	empirical	empirical	ADJ
american_scientific_journal-2581	7	3	results	result	NOUN
american_scientific_journal-2581	7	4	show	show	VERB
american_scientific_journal-2581	7	5	that	that	SCONJ
american_scientific_journal-2581	7	6	the	the	DET
american_scientific_journal-2581	7	7	proposed	propose	VERB
american_scientific_journal-2581	7	8	method	method	NOUN
american_scientific_journal-2581	7	9	outperforms	outperform	VERB
american_scientific_journal-2581	7	10	the	the	DET
american_scientific_journal-2581	7	11	existing	exist	VERB
american_scientific_journal-2581	7	12	models	model	NOUN
american_scientific_journal-2581	7	13	statistically	statistically	ADV
american_scientific_journal-2581	7	14	,	,	PUNCT
american_scientific_journal-2581	7	15	and	and	CCONJ
american_scientific_journal-2581	7	16	the	the	DET
american_scientific_journal-2581	7	17	output	output	NOUN
american_scientific_journal-2581	7	18	of	of	ADP
american_scientific_journal-2581	7	19	the	the	DET
american_scientific_journal-2581	7	20	proposed	propose	VERB
american_scientific_journal-2581	7	21	method	method	NOUN
american_scientific_journal-2581	7	22	improves	improve	VERB
american_scientific_journal-2581	7	23	the	the	DET
american_scientific_journal-2581	7	24	accuracy	accuracy	NOUN
american_scientific_journal-2581	7	25	and	and	CCONJ
american_scientific_journal-2581	7	26	efficiency	efficiency	NOUN
american_scientific_journal-2581	7	27	in	in	ADP
american_scientific_journal-2581	7	28	value	value	NOUN
american_scientific_journal-2581	7	29	-	-	PUNCT
american_scientific_journal-2581	7	30	at	at	ADP
american_scientific_journal-2581	7	31	-	-	PUNCT
american_scientific_journal-2581	7	32	risk	risk	NOUN
american_scientific_journal-2581	7	33	forecasting	forecasting	NOUN
american_scientific_journal-2581	7	34	.	.	PUNCT
american_scientific_journal-2581	8	1	keywords	keyword	NOUN
american_scientific_journal-2581	8	2	:	:	PUNCT
american_scientific_journal-2581	8	3	long	long	ADJ
american_scientific_journal-2581	8	4	memory	memory	NOUN
american_scientific_journal-2581	8	5	;	;	PUNCT
american_scientific_journal-2581	8	6	volatility	volatility	NOUN
american_scientific_journal-2581	8	7	;	;	PUNCT
american_scientific_journal-2581	8	8	normalization	normalization	NOUN
american_scientific_journal-2581	8	9	;	;	PUNCT
american_scientific_journal-2581	8	10	value	value	NOUN
american_scientific_journal-2581	8	11	-	-	PUNCT
american_scientific_journal-2581	8	12	at	at	ADP
american_scientific_journal-2581	8	13	-	-	PUNCT
american_scientific_journal-2581	8	14	risk	risk	NOUN
american_scientific_journal-2581	8	15	.	.	PUNCT
american_scientific_journal-2581	9	1	1	1	X
american_scientific_journal-2581	9	2	.	.	X
american_scientific_journal-2581	9	3	introduction	introduction	NOUN
american_scientific_journal-2581	9	4	the	the	DET
american_scientific_journal-2581	9	5	availability	availability	NOUN
american_scientific_journal-2581	9	6	of	of	ADP
american_scientific_journal-2581	9	7	vast	vast	ADJ
american_scientific_journal-2581	9	8	high	high	ADJ
american_scientific_journal-2581	9	9	-	-	PUNCT
american_scientific_journal-2581	9	10	frequency	frequency	NOUN
american_scientific_journal-2581	9	11	data	datum	NOUN
american_scientific_journal-2581	9	12	on	on	ADP
american_scientific_journal-2581	9	13	returns	return	NOUN
american_scientific_journal-2581	9	14	of	of	ADP
american_scientific_journal-2581	9	15	financial	financial	ADJ
american_scientific_journal-2581	9	16	assets	asset	NOUN
american_scientific_journal-2581	9	17	has	have	AUX
american_scientific_journal-2581	9	18	spurred	spur	VERB
american_scientific_journal-2581	9	19	an	an	DET
american_scientific_journal-2581	9	20	enormous	enormous	ADJ
american_scientific_journal-2581	9	21	research	research	NOUN
american_scientific_journal-2581	9	22	in	in	ADP
american_scientific_journal-2581	9	23	the	the	DET
american_scientific_journal-2581	9	24	modelling	modelling	NOUN
american_scientific_journal-2581	9	25	and	and	CCONJ
american_scientific_journal-2581	9	26	forecasting	forecasting	NOUN
american_scientific_journal-2581	9	27	of	of	ADP
american_scientific_journal-2581	9	28	return	return	NOUN
american_scientific_journal-2581	9	29	volatility	volatility	NOUN
american_scientific_journal-2581	9	30	.	.	PUNCT
american_scientific_journal-2581	10	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-2581	11	1	*	*	PUNCT
american_scientific_journal-2581	11	2	corresponding	correspond	VERB
american_scientific_journal-2581	11	3	author	author	NOUN
american_scientific_journal-2581	11	4	.	.	PUNCT
american_scientific_journal-2581	12	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-2581	12	2	american	american	PROPN
american_scientific_journal-2581	12	3	scientific	scientific	PROPN
american_scientific_journal-2581	12	4	research	research	NOUN
american_scientific_journal-2581	12	5	journal	journal	NOUN
american_scientific_journal-2581	12	6	for	for	ADP
american_scientific_journal-2581	12	7	engineering	engineering	NOUN
american_scientific_journal-2581	12	8	,	,	PUNCT
american_scientific_journal-2581	12	9	technology	technology	NOUN
american_scientific_journal-2581	12	10	,	,	PUNCT
american_scientific_journal-2581	12	11	and	and	CCONJ
american_scientific_journal-2581	12	12	sciences	science	NOUN
american_scientific_journal-2581	12	13	(	(	PUNCT
american_scientific_journal-2581	12	14	asrjets	asrjet	NOUN
american_scientific_journal-2581	12	15	)	)	PUNCT
american_scientific_journal-2581	12	16	(	(	PUNCT
american_scientific_journal-2581	12	17	2017	2017	NUM
american_scientific_journal-2581	12	18	)	)	PUNCT
american_scientific_journal-2581	12	19	volume	volume	NOUN
american_scientific_journal-2581	12	20	27	27	NUM
american_scientific_journal-2581	12	21	,	,	PUNCT
american_scientific_journal-2581	12	22	no	no	DET
american_scientific_journal-2581	12	23	1	1	NUM
american_scientific_journal-2581	12	24	,	,	PUNCT
american_scientific_journal-2581	12	25	pp	pp	ADV
american_scientific_journal-2581	12	26	213	213	NUM
american_scientific_journal-2581	12	27	-	-	SYM
american_scientific_journal-2581	12	28	233	233	NUM
american_scientific_journal-2581	12	29	214	214	NUM
american_scientific_journal-2581	12	30	particularly	particularly	ADV
american_scientific_journal-2581	12	31	,	,	PUNCT
american_scientific_journal-2581	12	32	realized	realize	VERB
american_scientific_journal-2581	12	33	volatility	volatility	NOUN
american_scientific_journal-2581	12	34	(	(	PUNCT
american_scientific_journal-2581	12	35	rv	rv	NOUN
american_scientific_journal-2581	12	36	)	)	PUNCT
american_scientific_journal-2581	12	37	which	which	PRON
american_scientific_journal-2581	12	38	can	can	AUX
american_scientific_journal-2581	12	39	be	be	AUX
american_scientific_journal-2581	12	40	easily	easily	ADV
american_scientific_journal-2581	12	41	computed	compute	VERB
american_scientific_journal-2581	12	42	from	from	ADP
american_scientific_journal-2581	12	43	high	high	ADJ
american_scientific_journal-2581	12	44	-	-	PUNCT
american_scientific_journal-2581	12	45	frequency	frequency	NOUN
american_scientific_journal-2581	12	46	intra	intra	ADJ
american_scientific_journal-2581	12	47	-	-	ADJ
american_scientific_journal-2581	12	48	day	day	NOUN
american_scientific_journal-2581	12	49	returns	return	NOUN
american_scientific_journal-2581	12	50	is	be	AUX
american_scientific_journal-2581	12	51	introduced	introduce	VERB
american_scientific_journal-2581	12	52	and	and	CCONJ
american_scientific_journal-2581	12	53	promoted	promote	VERB
american_scientific_journal-2581	12	54	by	by	ADP
american_scientific_journal-2581	12	55	[	[	X
american_scientific_journal-2581	12	56	1–3	1–3	NOUN
american_scientific_journal-2581	12	57	]	]	X
american_scientific_journal-2581	12	58	.	.	PUNCT
american_scientific_journal-2581	13	1	the	the	DET
american_scientific_journal-2581	13	2	superiority	superiority	NOUN
american_scientific_journal-2581	13	3	of	of	ADP
american_scientific_journal-2581	13	4	rv	rv	PROPN
american_scientific_journal-2581	13	5	as	as	ADP
american_scientific_journal-2581	13	6	an	an	DET
american_scientific_journal-2581	13	7	efficient	efficient	ADJ
american_scientific_journal-2581	13	8	estimator	estimator	NOUN
american_scientific_journal-2581	13	9	of	of	ADP
american_scientific_journal-2581	13	10	return	return	NOUN
american_scientific_journal-2581	13	11	volatility	volatility	NOUN
american_scientific_journal-2581	13	12	is	be	AUX
american_scientific_journal-2581	13	13	supported	support	VERB
american_scientific_journal-2581	13	14	by	by	ADP
american_scientific_journal-2581	13	15	the	the	DET
american_scientific_journal-2581	13	16	subsequent	subsequent	ADJ
american_scientific_journal-2581	13	17	work	work	NOUN
american_scientific_journal-2581	13	18	of	of	ADP
american_scientific_journal-2581	13	19	[	[	X
american_scientific_journal-2581	13	20	4–6	4–6	X
american_scientific_journal-2581	13	21	]	]	X
american_scientific_journal-2581	13	22	,	,	PUNCT
american_scientific_journal-2581	13	23	which	which	PRON
american_scientific_journal-2581	13	24	showed	show	VERB
american_scientific_journal-2581	13	25	that	that	SCONJ
american_scientific_journal-2581	13	26	rv	rv	PROPN
american_scientific_journal-2581	13	27	modelled	model	VERB
american_scientific_journal-2581	13	28	with	with	ADP
american_scientific_journal-2581	13	29	autoregressive	autoregressive	ADJ
american_scientific_journal-2581	13	30	fractionally	fractionally	ADV
american_scientific_journal-2581	13	31	integrated	integrate	VERB
american_scientific_journal-2581	13	32	moving	move	VERB
american_scientific_journal-2581	13	33	average	average	ADJ
american_scientific_journal-2581	13	34	(	(	PUNCT
american_scientific_journal-2581	13	35	arfima	arfima	PROPN
american_scientific_journal-2581	13	36	)	)	PUNCT
american_scientific_journal-2581	13	37	generally	generally	ADV
american_scientific_journal-2581	13	38	performs	perform	VERB
american_scientific_journal-2581	13	39	better	well	ADJ
american_scientific_journal-2581	13	40	than	than	ADP
american_scientific_journal-2581	13	41	arch	arch	ADJ
american_scientific_journal-2581	13	42	models	model	NOUN
american_scientific_journal-2581	13	43	for	for	ADP
american_scientific_journal-2581	13	44	volatility	volatility	NOUN
american_scientific_journal-2581	13	45	forecasting	forecasting	NOUN
american_scientific_journal-2581	13	46	.	.	PUNCT
american_scientific_journal-2581	14	1	the	the	DET
american_scientific_journal-2581	14	2	significance	significance	NOUN
american_scientific_journal-2581	14	3	of	of	ADP
american_scientific_journal-2581	14	4	reliable	reliable	ADJ
american_scientific_journal-2581	14	5	volatility	volatility	NOUN
american_scientific_journal-2581	14	6	predictions	prediction	NOUN
american_scientific_journal-2581	14	7	is	be	AUX
american_scientific_journal-2581	14	8	seen	see	VERB
american_scientific_journal-2581	14	9	in	in	ADP
american_scientific_journal-2581	14	10	the	the	DET
american_scientific_journal-2581	14	11	estimate	estimate	NOUN
american_scientific_journal-2581	14	12	and	and	CCONJ
american_scientific_journal-2581	14	13	forecast	forecast	NOUN
american_scientific_journal-2581	14	14	of	of	ADP
american_scientific_journal-2581	14	15	value	value	NOUN
american_scientific_journal-2581	14	16	-	-	PUNCT
american_scientific_journal-2581	14	17	at	at	ADP
american_scientific_journal-2581	14	18	-	-	PUNCT
american_scientific_journal-2581	14	19	risk	risk	NOUN
american_scientific_journal-2581	14	20	(	(	PUNCT
american_scientific_journal-2581	14	21	var	var	NOUN
american_scientific_journal-2581	14	22	)	)	PUNCT
american_scientific_journal-2581	14	23	,	,	PUNCT
american_scientific_journal-2581	14	24	the	the	DET
american_scientific_journal-2581	14	25	most	most	ADV
american_scientific_journal-2581	14	26	sought	seek	VERB
american_scientific_journal-2581	14	27	-	-	PUNCT
american_scientific_journal-2581	14	28	after	after	NOUN
american_scientific_journal-2581	14	29	technique	technique	NOUN
american_scientific_journal-2581	14	30	that	that	PRON
american_scientific_journal-2581	14	31	has	have	AUX
american_scientific_journal-2581	14	32	been	be	AUX
american_scientific_journal-2581	14	33	vigorously	vigorously	ADV
american_scientific_journal-2581	14	34	studied	study	VERB
american_scientific_journal-2581	14	35	in	in	ADP
american_scientific_journal-2581	14	36	quantitative	quantitative	ADJ
american_scientific_journal-2581	14	37	risk	risk	NOUN
american_scientific_journal-2581	14	38	management	management	NOUN
american_scientific_journal-2581	14	39	and	and	CCONJ
american_scientific_journal-2581	14	40	financial	financial	ADJ
american_scientific_journal-2581	14	41	econometrics	econometric	NOUN
american_scientific_journal-2581	14	42	.	.	PUNCT
american_scientific_journal-2581	15	1	several	several	ADJ
american_scientific_journal-2581	15	2	authors	author	NOUN
american_scientific_journal-2581	15	3	demonstrated	demonstrate	VERB
american_scientific_journal-2581	15	4	that	that	SCONJ
american_scientific_journal-2581	15	5	an	an	DET
american_scientific_journal-2581	15	6	accurately	accurately	ADV
american_scientific_journal-2581	15	7	predicted	predict	VERB
american_scientific_journal-2581	15	8	volatility	volatility	NOUN
american_scientific_journal-2581	15	9	is	be	AUX
american_scientific_journal-2581	15	10	materialized	materialize	VERB
american_scientific_journal-2581	15	11	into	into	ADP
american_scientific_journal-2581	15	12	economic	economic	ADJ
american_scientific_journal-2581	15	13	benefits	benefit	NOUN
american_scientific_journal-2581	15	14	in	in	ADP
american_scientific_journal-2581	15	15	the	the	DET
american_scientific_journal-2581	15	16	context	context	NOUN
american_scientific_journal-2581	15	17	of	of	ADP
american_scientific_journal-2581	15	18	var	var	NOUN
american_scientific_journal-2581	15	19	forecasting	forecasting	NOUN
american_scientific_journal-2581	16	1	[	[	X
american_scientific_journal-2581	16	2	7–9	7–9	NOUN
american_scientific_journal-2581	16	3	]	]	X
american_scientific_journal-2581	16	4	.	.	PUNCT
american_scientific_journal-2581	17	1	rv	rv	PROPN
american_scientific_journal-2581	17	2	is	be	AUX
american_scientific_journal-2581	17	3	obtained	obtain	VERB
american_scientific_journal-2581	17	4	by	by	ADP
american_scientific_journal-2581	17	5	aggregating	aggregate	VERB
american_scientific_journal-2581	17	6	the	the	DET
american_scientific_journal-2581	17	7	high	high	ADJ
american_scientific_journal-2581	17	8	-	-	PUNCT
american_scientific_journal-2581	17	9	frequency	frequency	NOUN
american_scientific_journal-2581	17	10	squared	square	VERB
american_scientific_journal-2581	17	11	returns	return	NOUN
american_scientific_journal-2581	17	12	over	over	ADP
american_scientific_journal-2581	17	13	a	a	DET
american_scientific_journal-2581	17	14	desired	desire	VERB
american_scientific_journal-2581	17	15	estimation	estimation	NOUN
american_scientific_journal-2581	17	16	or	or	CCONJ
american_scientific_journal-2581	17	17	forecast	forecast	NOUN
american_scientific_journal-2581	17	18	horizon	horizon	NOUN
american_scientific_journal-2581	17	19	.	.	PUNCT
american_scientific_journal-2581	18	1	noting	note	VERB
american_scientific_journal-2581	18	2	that	that	SCONJ
american_scientific_journal-2581	18	3	rv	rv	PROPN
american_scientific_journal-2581	18	4	has	have	VERB
american_scientific_journal-2581	18	5	long	long	ADJ
american_scientific_journal-2581	18	6	memory	memory	NOUN
american_scientific_journal-2581	18	7	property	property	NOUN
american_scientific_journal-2581	18	8	and	and	CCONJ
american_scientific_journal-2581	18	9	high	high	ADJ
american_scientific_journal-2581	18	10	-	-	PUNCT
american_scientific_journal-2581	18	11	frequency	frequency	NOUN
american_scientific_journal-2581	18	12	returns	return	NOUN
american_scientific_journal-2581	18	13	exhibit	exhibit	VERB
american_scientific_journal-2581	18	14	seasonality	seasonality	NOUN
american_scientific_journal-2581	18	15	in	in	ADP
american_scientific_journal-2581	18	16	volatility	volatility	NOUN
american_scientific_journal-2581	18	17	,	,	PUNCT
american_scientific_journal-2581	18	18	deo	deo	NOUN
american_scientific_journal-2581	18	19	and	and	CCONJ
american_scientific_journal-2581	18	20	his	his	PRON
american_scientific_journal-2581	18	21	colleagues	colleague	NOUN
american_scientific_journal-2581	18	22	[	[	X
american_scientific_journal-2581	18	23	10	10	NUM
american_scientific_journal-2581	18	24	]	]	PUNCT
american_scientific_journal-2581	18	25	proposed	propose	VERB
american_scientific_journal-2581	18	26	a	a	DET
american_scientific_journal-2581	18	27	time	time	NOUN
american_scientific_journal-2581	18	28	varying	vary	VERB
american_scientific_journal-2581	18	29	de	de	ADJ
american_scientific_journal-2581	18	30	-	-	ADJ
american_scientific_journal-2581	18	31	seasonalization	seasonalization	NOUN
american_scientific_journal-2581	18	32	method	method	NOUN
american_scientific_journal-2581	18	33	within	within	ADP
american_scientific_journal-2581	18	34	the	the	DET
american_scientific_journal-2581	18	35	long	long	ADJ
american_scientific_journal-2581	18	36	memory	memory	NOUN
american_scientific_journal-2581	18	37	stochastic	stochastic	ADJ
american_scientific_journal-2581	18	38	volatility	volatility	NOUN
american_scientific_journal-2581	18	39	(	(	PUNCT
american_scientific_journal-2581	18	40	lmsv	lmsv	PROPN
american_scientific_journal-2581	18	41	)	)	PUNCT
american_scientific_journal-2581	18	42	model	model	NOUN
american_scientific_journal-2581	18	43	.	.	PUNCT
american_scientific_journal-2581	19	1	the	the	DET
american_scientific_journal-2581	19	2	lmsv	lmsv	PROPN
american_scientific_journal-2581	19	3	model	model	NOUN
american_scientific_journal-2581	19	4	is	be	AUX
american_scientific_journal-2581	19	5	suitable	suitable	ADJ
american_scientific_journal-2581	19	6	for	for	ADP
american_scientific_journal-2581	19	7	financial	financial	ADJ
american_scientific_journal-2581	19	8	returns	return	NOUN
american_scientific_journal-2581	19	9	that	that	PRON
american_scientific_journal-2581	19	10	are	be	AUX
american_scientific_journal-2581	19	11	captured	capture	VERB
american_scientific_journal-2581	19	12	at	at	ADP
american_scientific_journal-2581	19	13	equally	equally	ADV
american_scientific_journal-2581	19	14	spaced	space	VERB
american_scientific_journal-2581	19	15	time	time	NOUN
american_scientific_journal-2581	19	16	interval	interval	NOUN
american_scientific_journal-2581	19	17	.	.	PUNCT
american_scientific_journal-2581	20	1	to	to	PART
american_scientific_journal-2581	20	2	estimate	estimate	VERB
american_scientific_journal-2581	20	3	the	the	DET
american_scientific_journal-2581	20	4	parameters	parameter	NOUN
american_scientific_journal-2581	20	5	of	of	ADP
american_scientific_journal-2581	20	6	the	the	DET
american_scientific_journal-2581	20	7	lmsv	lmsv	PROPN
american_scientific_journal-2581	20	8	model	model	NOUN
american_scientific_journal-2581	20	9	,	,	PUNCT
american_scientific_journal-2581	20	10	the	the	DET
american_scientific_journal-2581	20	11	authors	author	NOUN
american_scientific_journal-2581	20	12	followed	follow	VERB
american_scientific_journal-2581	20	13	the	the	DET
american_scientific_journal-2581	20	14	frequency	frequency	NOUN
american_scientific_journal-2581	20	15	domain	domain	NOUN
american_scientific_journal-2581	20	16	quasi	quasi	NOUN
american_scientific_journal-2581	20	17	maximum	maximum	ADJ
american_scientific_journal-2581	20	18	likelihood	likelihood	NOUN
american_scientific_journal-2581	20	19	(	(	PUNCT
american_scientific_journal-2581	20	20	fdqml	fdqml	NOUN
american_scientific_journal-2581	20	21	)	)	PUNCT
american_scientific_journal-2581	20	22	method	method	NOUN
american_scientific_journal-2581	20	23	which	which	PRON
american_scientific_journal-2581	20	24	assumes	assume	VERB
american_scientific_journal-2581	20	25	a	a	DET
american_scientific_journal-2581	20	26	gaussian	gaussian	ADJ
american_scientific_journal-2581	20	27	time	time	NOUN
american_scientific_journal-2581	20	28	series	series	PROPN
american_scientific_journal-2581	20	29	.	.	PUNCT
american_scientific_journal-2581	21	1	a	a	DET
american_scientific_journal-2581	21	2	power	power	NOUN
american_scientific_journal-2581	21	3	transformation	transformation	NOUN
american_scientific_journal-2581	21	4	to	to	ADP
american_scientific_journal-2581	21	5	the	the	DET
american_scientific_journal-2581	21	6	series	series	NOUN
american_scientific_journal-2581	21	7	was	be	AUX
american_scientific_journal-2581	21	8	suggested	suggest	VERB
american_scientific_journal-2581	21	9	to	to	PART
american_scientific_journal-2581	21	10	meet	meet	VERB
american_scientific_journal-2581	21	11	such	such	ADJ
american_scientific_journal-2581	21	12	assumption	assumption	NOUN
american_scientific_journal-2581	21	13	.	.	PUNCT
american_scientific_journal-2581	22	1	this	this	DET
american_scientific_journal-2581	22	2	approach	approach	NOUN
american_scientific_journal-2581	22	3	is	be	AUX
american_scientific_journal-2581	22	4	rather	rather	ADV
american_scientific_journal-2581	22	5	laborious	laborious	ADJ
american_scientific_journal-2581	22	6	because	because	SCONJ
american_scientific_journal-2581	22	7	besides	besides	SCONJ
american_scientific_journal-2581	22	8	searching	search	VERB
american_scientific_journal-2581	22	9	for	for	ADP
american_scientific_journal-2581	22	10	a	a	DET
american_scientific_journal-2581	22	11	power	power	NOUN
american_scientific_journal-2581	22	12	that	that	PRON
american_scientific_journal-2581	22	13	transforms	transform	VERB
american_scientific_journal-2581	22	14	the	the	DET
american_scientific_journal-2581	22	15	series	series	NOUN
american_scientific_journal-2581	22	16	into	into	ADP
american_scientific_journal-2581	22	17	a	a	DET
american_scientific_journal-2581	22	18	gaussian	gaussian	ADJ
american_scientific_journal-2581	22	19	time	time	NOUN
american_scientific_journal-2581	22	20	series	series	NOUN
american_scientific_journal-2581	22	21	,	,	PUNCT
american_scientific_journal-2581	22	22	it	it	PRON
american_scientific_journal-2581	22	23	also	also	ADV
american_scientific_journal-2581	22	24	requires	require	VERB
american_scientific_journal-2581	22	25	the	the	DET
american_scientific_journal-2581	22	26	estimation	estimation	NOUN
american_scientific_journal-2581	22	27	of	of	ADP
american_scientific_journal-2581	22	28	the	the	DET
american_scientific_journal-2581	22	29	spectral	spectral	ADJ
american_scientific_journal-2581	22	30	density	density	NOUN
american_scientific_journal-2581	22	31	and	and	CCONJ
american_scientific_journal-2581	22	32	the	the	DET
american_scientific_journal-2581	22	33	covariance	covariance	NOUN
american_scientific_journal-2581	22	34	matrix	matrix	NOUN
american_scientific_journal-2581	22	35	of	of	ADP
american_scientific_journal-2581	22	36	the	the	DET
american_scientific_journal-2581	22	37	transformed	transform	VERB
american_scientific_journal-2581	22	38	series	series	NOUN
american_scientific_journal-2581	22	39	as	as	SCONJ
american_scientific_journal-2581	22	40	there	there	PRON
american_scientific_journal-2581	22	41	is	be	VERB
american_scientific_journal-2581	22	42	no	no	DET
american_scientific_journal-2581	22	43	analytic	analytic	ADJ
american_scientific_journal-2581	22	44	spectral	spectral	ADJ
american_scientific_journal-2581	22	45	density	density	NOUN
american_scientific_journal-2581	22	46	available	available	ADJ
american_scientific_journal-2581	22	47	for	for	ADP
american_scientific_journal-2581	22	48	the	the	DET
american_scientific_journal-2581	22	49	powered	power	VERB
american_scientific_journal-2581	22	50	transformed	transform	VERB
american_scientific_journal-2581	22	51	series	serie	NOUN
american_scientific_journal-2581	22	52	.	.	PUNCT
american_scientific_journal-2581	23	1	there	there	PRON
american_scientific_journal-2581	23	2	are	be	VERB
american_scientific_journal-2581	23	3	other	other	ADJ
american_scientific_journal-2581	23	4	models	model	NOUN
american_scientific_journal-2581	23	5	proven	prove	VERB
american_scientific_journal-2581	23	6	to	to	PART
american_scientific_journal-2581	23	7	be	be	AUX
american_scientific_journal-2581	23	8	able	able	ADJ
american_scientific_journal-2581	23	9	to	to	PART
american_scientific_journal-2581	23	10	capture	capture	VERB
american_scientific_journal-2581	23	11	the	the	DET
american_scientific_journal-2581	23	12	long	long	ADJ
american_scientific_journal-2581	23	13	memory	memory	NOUN
american_scientific_journal-2581	23	14	of	of	ADP
american_scientific_journal-2581	23	15	the	the	DET
american_scientific_journal-2581	23	16	volatility	volatility	NOUN
american_scientific_journal-2581	23	17	such	such	ADJ
american_scientific_journal-2581	23	18	as	as	ADP
american_scientific_journal-2581	23	19	heterogeneous	heterogeneous	ADJ
american_scientific_journal-2581	23	20	autoregressive	autoregressive	ADJ
american_scientific_journal-2581	23	21	[	[	X
american_scientific_journal-2581	23	22	11	11	NUM
american_scientific_journal-2581	23	23	]	]	PUNCT
american_scientific_journal-2581	23	24	and	and	CCONJ
american_scientific_journal-2581	23	25	autoregressive	autoregressive	ADJ
american_scientific_journal-2581	23	26	fractionally	fractionally	ADV
american_scientific_journal-2581	23	27	integrated	integrate	VERB
american_scientific_journal-2581	23	28	model	model	NOUN
american_scientific_journal-2581	23	29	[	[	X
american_scientific_journal-2581	23	30	12	12	NUM
american_scientific_journal-2581	23	31	]	]	PUNCT
american_scientific_journal-2581	23	32	.	.	PUNCT
american_scientific_journal-2581	24	1	the	the	DET
american_scientific_journal-2581	24	2	authors	author	NOUN
american_scientific_journal-2581	24	3	compared	compare	VERB
american_scientific_journal-2581	24	4	the	the	DET
american_scientific_journal-2581	24	5	performance	performance	NOUN
american_scientific_journal-2581	24	6	of	of	ADP
american_scientific_journal-2581	24	7	their	their	PRON
american_scientific_journal-2581	24	8	fdqml	fdqml	NOUN
american_scientific_journal-2581	24	9	-	-	PUNCT
american_scientific_journal-2581	24	10	lmsv	lmsv	NOUN
american_scientific_journal-2581	24	11	models	model	NOUN
american_scientific_journal-2581	24	12	with	with	ADP
american_scientific_journal-2581	24	13	that	that	PRON
american_scientific_journal-2581	24	14	of	of	ADP
american_scientific_journal-2581	24	15	linear	linear	ADJ
american_scientific_journal-2581	24	16	long	long	ADJ
american_scientific_journal-2581	24	17	-	-	PUNCT
american_scientific_journal-2581	24	18	memory	memory	NOUN
american_scientific_journal-2581	24	19	models	model	NOUN
american_scientific_journal-2581	24	20	fit	fit	VERB
american_scientific_journal-2581	24	21	to	to	PART
american_scientific_journal-2581	24	22	log	log	VERB
american_scientific_journal-2581	24	23	rv	rv	PROPN
american_scientific_journal-2581	24	24	proposed	propose	VERB
american_scientific_journal-2581	24	25	by	by	ADP
american_scientific_journal-2581	24	26	andersen	andersen	PROPN
american_scientific_journal-2581	24	27	and	and	CCONJ
american_scientific_journal-2581	24	28	his	his	PRON
american_scientific_journal-2581	24	29	colleagues	colleague	NOUN
american_scientific_journal-2581	24	30	[	[	X
american_scientific_journal-2581	24	31	12	12	NUM
american_scientific_journal-2581	24	32	]	]	PUNCT
american_scientific_journal-2581	24	33	(	(	PUNCT
american_scientific_journal-2581	24	34	abdl	abdl	NOUN
american_scientific_journal-2581	24	35	)	)	PUNCT
american_scientific_journal-2581	24	36	.	.	PUNCT
american_scientific_journal-2581	25	1	it	it	PRON
american_scientific_journal-2581	25	2	was	be	AUX
american_scientific_journal-2581	25	3	reported	report	VERB
american_scientific_journal-2581	25	4	that	that	SCONJ
american_scientific_journal-2581	25	5	the	the	DET
american_scientific_journal-2581	25	6	abdl	abdl	NOUN
american_scientific_journal-2581	25	7	method	method	NOUN
american_scientific_journal-2581	25	8	is	be	AUX
american_scientific_journal-2581	25	9	a	a	DET
american_scientific_journal-2581	25	10	very	very	ADV
american_scientific_journal-2581	25	11	good	good	ADJ
american_scientific_journal-2581	25	12	competitor	competitor	NOUN
american_scientific_journal-2581	25	13	to	to	ADP
american_scientific_journal-2581	25	14	deo	deo	NOUN
american_scientific_journal-2581	25	15	’s	’s	PART
american_scientific_journal-2581	25	16	fdqml	fdqml	NOUN
american_scientific_journal-2581	25	17	-	-	PUNCT
american_scientific_journal-2581	25	18	lmsv	lmsv	NOUN
american_scientific_journal-2581	25	19	models	model	NOUN
american_scientific_journal-2581	25	20	,	,	PUNCT
american_scientific_journal-2581	25	21	especially	especially	ADV
american_scientific_journal-2581	25	22	when	when	SCONJ
american_scientific_journal-2581	25	23	forecasting	forecast	VERB
american_scientific_journal-2581	25	24	over	over	ADP
american_scientific_journal-2581	25	25	a	a	DET
american_scientific_journal-2581	25	26	short	short	ADJ
american_scientific_journal-2581	25	27	horizon	horizon	NOUN
american_scientific_journal-2581	25	28	.	.	PUNCT
american_scientific_journal-2581	26	1	on	on	ADP
american_scientific_journal-2581	26	2	the	the	DET
american_scientific_journal-2581	26	3	other	other	ADJ
american_scientific_journal-2581	26	4	hand	hand	NOUN
american_scientific_journal-2581	26	5	,	,	PUNCT
american_scientific_journal-2581	26	6	it	it	PRON
american_scientific_journal-2581	26	7	has	have	AUX
american_scientific_journal-2581	26	8	become	become	VERB
american_scientific_journal-2581	26	9	increasingly	increasingly	ADV
american_scientific_journal-2581	26	10	clear	clear	ADJ
american_scientific_journal-2581	26	11	that	that	SCONJ
american_scientific_journal-2581	26	12	economic	economic	ADJ
american_scientific_journal-2581	26	13	and	and	CCONJ
american_scientific_journal-2581	26	14	financial	financial	ADJ
american_scientific_journal-2581	26	15	series	series	NOUN
american_scientific_journal-2581	26	16	contain	contain	VERB
american_scientific_journal-2581	26	17	cyclical	cyclical	ADJ
american_scientific_journal-2581	26	18	component	component	NOUN
american_scientific_journal-2581	26	19	[	[	X
american_scientific_journal-2581	26	20	13,14	13,14	NUM
american_scientific_journal-2581	26	21	]	]	X
american_scientific_journal-2581	26	22	.	.	PUNCT
american_scientific_journal-2581	27	1	as	as	ADP
american_scientific_journal-2581	27	2	such	such	ADJ
american_scientific_journal-2581	27	3	,	,	PUNCT
american_scientific_journal-2581	27	4	it	it	PRON
american_scientific_journal-2581	27	5	is	be	AUX
american_scientific_journal-2581	27	6	necessary	necessary	ADJ
american_scientific_journal-2581	27	7	to	to	PART
american_scientific_journal-2581	27	8	pre	pre	VERB
american_scientific_journal-2581	27	9	-	-	VERB
american_scientific_journal-2581	27	10	treat	treat	VERB
american_scientific_journal-2581	27	11	a	a	DET
american_scientific_journal-2581	27	12	financial	financial	ADJ
american_scientific_journal-2581	27	13	time	time	NOUN
american_scientific_journal-2581	27	14	series	series	NOUN
american_scientific_journal-2581	27	15	with	with	ADP
american_scientific_journal-2581	27	16	an	an	DET
american_scientific_journal-2581	27	17	elimination	elimination	NOUN
american_scientific_journal-2581	27	18	of	of	ADP
american_scientific_journal-2581	27	19	cyclical	cyclical	ADJ
american_scientific_journal-2581	27	20	and	and	CCONJ
american_scientific_journal-2581	27	21	seasonality	seasonality	NOUN
american_scientific_journal-2581	27	22	components	component	NOUN
american_scientific_journal-2581	27	23	before	before	SCONJ
american_scientific_journal-2581	27	24	it	it	PRON
american_scientific_journal-2581	27	25	is	be	AUX
american_scientific_journal-2581	27	26	transformed	transform	VERB
american_scientific_journal-2581	27	27	into	into	ADP
american_scientific_journal-2581	27	28	a	a	DET
american_scientific_journal-2581	27	29	gaussian	gaussian	ADJ
american_scientific_journal-2581	27	30	time	time	NOUN
american_scientific_journal-2581	27	31	series	series	NOUN
american_scientific_journal-2581	27	32	.	.	PUNCT
american_scientific_journal-2581	28	1	in	in	ADP
american_scientific_journal-2581	28	2	the	the	DET
american_scientific_journal-2581	28	3	data	datum	NOUN
american_scientific_journal-2581	28	4	pre	pre	ADJ
american_scientific_journal-2581	28	5	-	-	ADJ
american_scientific_journal-2581	28	6	treatment	treatment	NOUN
american_scientific_journal-2581	28	7	procedure	procedure	NOUN
american_scientific_journal-2581	28	8	,	,	PUNCT
american_scientific_journal-2581	28	9	prior	prior	ADV
american_scientific_journal-2581	28	10	to	to	ADP
american_scientific_journal-2581	28	11	deo	deo	PROPN
american_scientific_journal-2581	28	12	’s	’s	PART
american_scientific_journal-2581	28	13	time	time	NOUN
american_scientific_journal-2581	28	14	varying	vary	VERB
american_scientific_journal-2581	28	15	de	de	NOUN
american_scientific_journal-2581	28	16	-	-	NOUN
american_scientific_journal-2581	28	17	seasonalization	seasonalization	NOUN
american_scientific_journal-2581	28	18	,	,	PUNCT
american_scientific_journal-2581	28	19	we	we	PRON
american_scientific_journal-2581	28	20	propose	propose	VERB
american_scientific_journal-2581	28	21	a	a	DET
american_scientific_journal-2581	28	22	trend	trend	NOUN
american_scientific_journal-2581	28	23	elimination	elimination	NOUN
american_scientific_journal-2581	28	24	adjustment	adjustment	NOUN
american_scientific_journal-2581	28	25	in	in	ADP
american_scientific_journal-2581	28	26	the	the	DET
american_scientific_journal-2581	28	27	form	form	NOUN
american_scientific_journal-2581	28	28	of	of	ADP
american_scientific_journal-2581	28	29	linear	linear	ADJ
american_scientific_journal-2581	28	30	combination	combination	NOUN
american_scientific_journal-2581	28	31	of	of	ADP
american_scientific_journal-2581	28	32	a	a	DET
american_scientific_journal-2581	28	33	sine	sine	NOUN
american_scientific_journal-2581	28	34	and	and	CCONJ
american_scientific_journal-2581	28	35	a	a	DET
american_scientific_journal-2581	28	36	cosine	cosine	NOUN
american_scientific_journal-2581	28	37	evaluated	evaluate	VERB
american_scientific_journal-2581	28	38	at	at	ADP
american_scientific_journal-2581	28	39	fourier	fourier	ADJ
american_scientific_journal-2581	28	40	frequencies	frequency	NOUN
american_scientific_journal-2581	28	41	in	in	ADP
american_scientific_journal-2581	28	42	multiple	multiple	NOUN
american_scientific_journal-2581	28	43	of	of	ADP
american_scientific_journal-2581	28	44	an	an	DET
american_scientific_journal-2581	28	45	appropriate	appropriate	ADJ
american_scientific_journal-2581	28	46	number	number	NOUN
american_scientific_journal-2581	28	47	of	of	ADP
american_scientific_journal-2581	28	48	periods	period	NOUN
american_scientific_journal-2581	28	49	per	per	ADP
american_scientific_journal-2581	28	50	cycle	cycle	NOUN
american_scientific_journal-2581	28	51	.	.	PUNCT
american_scientific_journal-2581	29	1	besides	besides	SCONJ
american_scientific_journal-2581	29	2	the	the	DET
american_scientific_journal-2581	29	3	trend	trend	NOUN
american_scientific_journal-2581	29	4	elimination	elimination	NOUN
american_scientific_journal-2581	29	5	,	,	PUNCT
american_scientific_journal-2581	29	6	this	this	DET
american_scientific_journal-2581	29	7	paper	paper	NOUN
american_scientific_journal-2581	29	8	also	also	ADV
american_scientific_journal-2581	29	9	contributes	contribute	VERB
american_scientific_journal-2581	29	10	to	to	PART
american_scientific_journal-2581	29	11	improve	improve	VERB
american_scientific_journal-2581	29	12	the	the	DET
american_scientific_journal-2581	29	13	fdqmllmsv	fdqmllmsv	NOUN
american_scientific_journal-2581	29	14	model	model	NOUN
american_scientific_journal-2581	29	15	in	in	ADP
american_scientific_journal-2581	29	16	the	the	DET
american_scientific_journal-2581	29	17	aspect	aspect	NOUN
american_scientific_journal-2581	29	18	of	of	ADP
american_scientific_journal-2581	29	19	normalization	normalization	NOUN
american_scientific_journal-2581	29	20	and	and	CCONJ
american_scientific_journal-2581	29	21	the	the	DET
american_scientific_journal-2581	29	22	back	back	ADJ
american_scientific_journal-2581	29	23	-	-	PUNCT
american_scientific_journal-2581	29	24	transformation	transformation	NOUN
american_scientific_journal-2581	29	25	procedures	procedure	NOUN
american_scientific_journal-2581	29	26	.	.	PUNCT
american_scientific_journal-2581	30	1	the	the	DET
american_scientific_journal-2581	30	2	normalization	normalization	NOUN
american_scientific_journal-2581	30	3	procedure	procedure	NOUN
american_scientific_journal-2581	30	4	is	be	AUX
american_scientific_journal-2581	30	5	rather	rather	ADV
american_scientific_journal-2581	30	6	simple	simple	ADJ
american_scientific_journal-2581	30	7	as	as	SCONJ
american_scientific_journal-2581	30	8	it	it	PRON
american_scientific_journal-2581	30	9	only	only	ADV
american_scientific_journal-2581	30	10	involves	involve	VERB
american_scientific_journal-2581	30	11	fitting	fit	VERB
american_scientific_journal-2581	30	12	the	the	DET
american_scientific_journal-2581	30	13	empirical	empirical	ADJ
american_scientific_journal-2581	30	14	cumulative	cumulative	ADJ
american_scientific_journal-2581	30	15	probabilities	probability	NOUN
american_scientific_journal-2581	30	16	to	to	ADP
american_scientific_journal-2581	30	17	the	the	DET
american_scientific_journal-2581	30	18	gaussian	gaussian	ADJ
american_scientific_journal-2581	30	19	cumulative	cumulative	ADJ
american_scientific_journal-2581	30	20	distribution	distribution	NOUN
american_scientific_journal-2581	30	21	function	function	NOUN
american_scientific_journal-2581	30	22	[	[	X
american_scientific_journal-2581	30	23	15	15	NUM
american_scientific_journal-2581	30	24	]	]	PUNCT
american_scientific_journal-2581	30	25	.	.	PUNCT
american_scientific_journal-2581	31	1	for	for	ADP
american_scientific_journal-2581	31	2	the	the	DET
american_scientific_journal-2581	31	3	purpose	purpose	NOUN
american_scientific_journal-2581	31	4	of	of	ADP
american_scientific_journal-2581	31	5	back	back	NOUN
american_scientific_journal-2581	31	6	-	-	PUNCT
american_scientific_journal-2581	31	7	transformation	transformation	NOUN
american_scientific_journal-2581	31	8	,	,	PUNCT
american_scientific_journal-2581	31	9	a	a	DET
american_scientific_journal-2581	31	10	weibull	weibull	NOUN
american_scientific_journal-2581	31	11	distribution	distribution	NOUN
american_scientific_journal-2581	31	12	is	be	AUX
american_scientific_journal-2581	31	13	used	use	VERB
american_scientific_journal-2581	31	14	to	to	PART
american_scientific_journal-2581	31	15	model	model	VERB
american_scientific_journal-2581	31	16	the	the	DET
american_scientific_journal-2581	31	17	empirical	empirical	ADJ
american_scientific_journal-2581	31	18	data	datum	NOUN
american_scientific_journal-2581	31	19	so	so	SCONJ
american_scientific_journal-2581	31	20	that	that	SCONJ
american_scientific_journal-2581	31	21	a	a	DET
american_scientific_journal-2581	31	22	normal	normal	ADJ
american_scientific_journal-2581	31	23	cumulative	cumulative	ADJ
american_scientific_journal-2581	31	24	probability	probability	NOUN
american_scientific_journal-2581	31	25	can	can	AUX
american_scientific_journal-2581	31	26	be	be	AUX
american_scientific_journal-2581	31	27	matched	match	VERB
american_scientific_journal-2581	31	28	to	to	ADP
american_scientific_journal-2581	31	29	a	a	DET
american_scientific_journal-2581	31	30	point	point	NOUN
american_scientific_journal-2581	31	31	within	within	ADP
american_scientific_journal-2581	31	32	the	the	DET
american_scientific_journal-2581	31	33	distribution	distribution	NOUN
american_scientific_journal-2581	31	34	of	of	ADP
american_scientific_journal-2581	31	35	the	the	DET
american_scientific_journal-2581	31	36	pre	pre	ADJ
american_scientific_journal-2581	31	37	-	-	ADJ
american_scientific_journal-2581	31	38	processed	processed	ADJ
american_scientific_journal-2581	31	39	data	datum	NOUN
american_scientific_journal-2581	31	40	.	.	PUNCT
american_scientific_journal-2581	32	1	nonetheless	nonetheless	ADV
american_scientific_journal-2581	32	2	,	,	PUNCT
american_scientific_journal-2581	32	3	a	a	DET
american_scientific_journal-2581	32	4	convex	convex	NOUN
american_scientific_journal-2581	32	5	transformation	transformation	NOUN
american_scientific_journal-2581	32	6	is	be	AUX
american_scientific_journal-2581	32	7	involved	involve	VERB
american_scientific_journal-2581	32	8	to	to	PART
american_scientific_journal-2581	32	9	recover	recover	VERB
american_scientific_journal-2581	32	10	the	the	DET
american_scientific_journal-2581	32	11	forecast	forecast	NOUN
american_scientific_journal-2581	32	12	of	of	ADP
american_scientific_journal-2581	32	13	rv	rv	PROPN
american_scientific_journal-2581	32	14	from	from	ADP
american_scientific_journal-2581	32	15	log	log	PROPN
american_scientific_journal-2581	32	16	rv	rv	PROPN
american_scientific_journal-2581	32	17	.	.	PUNCT
american_scientific_journal-2581	33	1	to	to	PART
american_scientific_journal-2581	33	2	close	close	VERB
american_scientific_journal-2581	33	3	down	down	ADP
american_scientific_journal-2581	33	4	the	the	DET
american_scientific_journal-2581	33	5	gap	gap	NOUN
american_scientific_journal-2581	33	6	of	of	ADP
american_scientific_journal-2581	33	7	difference	difference	NOUN
american_scientific_journal-2581	33	8	,	,	PUNCT
american_scientific_journal-2581	33	9	we	we	PRON
american_scientific_journal-2581	33	10	propose	propose	VERB
american_scientific_journal-2581	33	11	an	an	DET
american_scientific_journal-2581	33	12	adjustment	adjustment	NOUN
american_scientific_journal-2581	33	13	factor	factor	NOUN
american_scientific_journal-2581	33	14	that	that	PRON
american_scientific_journal-2581	33	15	takes	take	VERB
american_scientific_journal-2581	33	16	the	the	DET
american_scientific_journal-2581	33	17	overall	overall	ADJ
american_scientific_journal-2581	33	18	weights	weight	NOUN
american_scientific_journal-2581	33	19	of	of	ADP
american_scientific_journal-2581	33	20	the	the	DET
american_scientific_journal-2581	33	21	linear	linear	ADJ
american_scientific_journal-2581	33	22	combination	combination	NOUN
american_scientific_journal-2581	33	23	in	in	ADP
american_scientific_journal-2581	33	24	the	the	DET
american_scientific_journal-2581	33	25	forecast	forecast	NOUN
american_scientific_journal-2581	33	26	equation	equation	NOUN
american_scientific_journal-2581	33	27	.	.	PUNCT
american_scientific_journal-2581	34	1	although	although	SCONJ
american_scientific_journal-2581	34	2	abdl	abdl	PROPN
american_scientific_journal-2581	34	3	reported	report	VERB
american_scientific_journal-2581	34	4	that	that	SCONJ
american_scientific_journal-2581	34	5	the	the	DET
american_scientific_journal-2581	34	6	distributions	distribution	NOUN
american_scientific_journal-2581	34	7	of	of	ADP
american_scientific_journal-2581	34	8	the	the	DET
american_scientific_journal-2581	34	9	logarithms	logarithm	NOUN
american_scientific_journal-2581	34	10	of	of	ADP
american_scientific_journal-2581	34	11	realized	realize	VERB
american_scientific_journal-2581	34	12	volatilities	volatility	NOUN
american_scientific_journal-2581	34	13	are	be	AUX
american_scientific_journal-2581	34	14	approximately	approximately	ADV
american_scientific_journal-2581	34	15	gaussian	gaussian	ADJ
american_scientific_journal-2581	34	16	,	,	PUNCT
american_scientific_journal-2581	34	17	it	it	PRON
american_scientific_journal-2581	34	18	is	be	AUX
american_scientific_journal-2581	34	19	interesting	interesting	ADJ
american_scientific_journal-2581	34	20	to	to	PART
american_scientific_journal-2581	34	21	know	know	VERB
american_scientific_journal-2581	34	22	if	if	SCONJ
american_scientific_journal-2581	34	23	the	the	DET
american_scientific_journal-2581	34	24	proposed	propose	VERB
american_scientific_journal-2581	34	25	normalization	normalization	NOUN
american_scientific_journal-2581	34	26	procedure	procedure	NOUN
american_scientific_journal-2581	34	27	improves	improve	VERB
american_scientific_journal-2581	34	28	the	the	DET
american_scientific_journal-2581	34	29	abdl	abdl	PROPN
american_scientific_journal-2581	34	30	model	model	NOUN
american_scientific_journal-2581	34	31	.	.	PUNCT
american_scientific_journal-2581	35	1	the	the	DET
american_scientific_journal-2581	35	2	proposed	propose	VERB
american_scientific_journal-2581	35	3	improvement	improvement	NOUN
american_scientific_journal-2581	35	4	to	to	ADP
american_scientific_journal-2581	35	5	the	the	DET
american_scientific_journal-2581	35	6	fdqml	fdqml	NOUN
american_scientific_journal-2581	35	7	-	-	PUNCT
american_scientific_journal-2581	35	8	lmsv	lmsv	NOUN
american_scientific_journal-2581	35	9	and	and	CCONJ
american_scientific_journal-2581	35	10	the	the	DET
american_scientific_journal-2581	35	11	abdl	abdl	NOUN
american_scientific_journal-2581	35	12	models	model	NOUN
american_scientific_journal-2581	35	13	are	be	AUX
american_scientific_journal-2581	35	14	estimated	estimate	VERB
american_scientific_journal-2581	35	15	and	and	CCONJ
american_scientific_journal-2581	35	16	used	use	VERB
american_scientific_journal-2581	35	17	to	to	PART
american_scientific_journal-2581	35	18	forecast	forecast	AUX
american_scientific_journal-2581	35	19	realized	realize	VERB
american_scientific_journal-2581	35	20	american	american	ADJ
american_scientific_journal-2581	35	21	scientific	scientific	ADJ
american_scientific_journal-2581	35	22	research	research	NOUN
american_scientific_journal-2581	35	23	journal	journal	NOUN
american_scientific_journal-2581	35	24	for	for	ADP
american_scientific_journal-2581	35	25	engineering	engineering	NOUN
american_scientific_journal-2581	35	26	,	,	PUNCT
american_scientific_journal-2581	35	27	technology	technology	NOUN
american_scientific_journal-2581	35	28	,	,	PUNCT
american_scientific_journal-2581	35	29	and	and	CCONJ
american_scientific_journal-2581	35	30	sciences	science	NOUN
american_scientific_journal-2581	35	31	(	(	PUNCT
american_scientific_journal-2581	35	32	asrjets	asrjet	NOUN
american_scientific_journal-2581	35	33	)	)	PUNCT
american_scientific_journal-2581	35	34	(	(	PUNCT
american_scientific_journal-2581	35	35	2017	2017	NUM
american_scientific_journal-2581	35	36	)	)	PUNCT
american_scientific_journal-2581	35	37	volume	volume	NOUN
american_scientific_journal-2581	35	38	27	27	NUM
american_scientific_journal-2581	35	39	,	,	PUNCT
american_scientific_journal-2581	35	40	no	no	DET
american_scientific_journal-2581	35	41	1	1	NUM
american_scientific_journal-2581	35	42	,	,	PUNCT
american_scientific_journal-2581	35	43	pp	pp	ADV
american_scientific_journal-2581	35	44	213	213	NUM
american_scientific_journal-2581	35	45	-	-	SYM
american_scientific_journal-2581	35	46	233	233	NUM
american_scientific_journal-2581	35	47	215	215	NUM
american_scientific_journal-2581	35	48	volatility	volatility	NOUN
american_scientific_journal-2581	35	49	at	at	ADP
american_scientific_journal-2581	35	50	various	various	ADJ
american_scientific_journal-2581	35	51	horizons	horizon	NOUN
american_scientific_journal-2581	35	52	for	for	ADP
american_scientific_journal-2581	35	53	s&p500	s&p500	NOUN
american_scientific_journal-2581	35	54	and	and	CCONJ
american_scientific_journal-2581	35	55	dax	dax	PROPN
american_scientific_journal-2581	35	56	indices	index	NOUN
american_scientific_journal-2581	35	57	.	.	PUNCT
american_scientific_journal-2581	36	1	besides	besides	SCONJ
american_scientific_journal-2581	36	2	,	,	PUNCT
american_scientific_journal-2581	36	3	as	as	SCONJ
american_scientific_journal-2581	36	4	the	the	DET
american_scientific_journal-2581	36	5	volatility	volatility	NOUN
american_scientific_journal-2581	36	6	forecastability	forecastability	NOUN
american_scientific_journal-2581	36	7	is	be	AUX
american_scientific_journal-2581	36	8	relevant	relevant	ADJ
american_scientific_journal-2581	36	9	for	for	ADP
american_scientific_journal-2581	36	10	short	short	ADJ
american_scientific_journal-2581	36	11	time	time	NOUN
american_scientific_journal-2581	36	12	horizons	horizon	NOUN
american_scientific_journal-2581	36	13	,	,	PUNCT
american_scientific_journal-2581	36	14	we	we	PRON
american_scientific_journal-2581	36	15	evaluate	evaluate	VERB
american_scientific_journal-2581	36	16	the	the	DET
american_scientific_journal-2581	36	17	forecasts	forecast	NOUN
american_scientific_journal-2581	36	18	economically	economically	ADV
american_scientific_journal-2581	36	19	via	via	ADP
american_scientific_journal-2581	36	20	their	their	PRON
american_scientific_journal-2581	36	21	var	var	NOUN
american_scientific_journal-2581	36	22	performance	performance	NOUN
american_scientific_journal-2581	36	23	for	for	ADP
american_scientific_journal-2581	36	24	daily	daily	ADJ
american_scientific_journal-2581	36	25	trading	trading	NOUN
american_scientific_journal-2581	36	26	made	make	VERB
american_scientific_journal-2581	36	27	up	up	ADP
american_scientific_journal-2581	36	28	of	of	ADP
american_scientific_journal-2581	36	29	long	long	ADJ
american_scientific_journal-2581	36	30	and	and	CCONJ
american_scientific_journal-2581	36	31	short	short	ADJ
american_scientific_journal-2581	36	32	positions	position	NOUN
american_scientific_journal-2581	36	33	.	.	PUNCT
american_scientific_journal-2581	37	1	it	it	PRON
american_scientific_journal-2581	37	2	is	be	AUX
american_scientific_journal-2581	37	3	found	find	VERB
american_scientific_journal-2581	37	4	that	that	SCONJ
american_scientific_journal-2581	37	5	the	the	DET
american_scientific_journal-2581	37	6	proposed	propose	VERB
american_scientific_journal-2581	37	7	procedures	procedure	NOUN
american_scientific_journal-2581	37	8	to	to	ADP
american_scientific_journal-2581	37	9	fdqml	fdqml	NOUN
american_scientific_journal-2581	37	10	-	-	PUNCT
american_scientific_journal-2581	37	11	lmsv	lmsv	NOUN
american_scientific_journal-2581	37	12	and	and	CCONJ
american_scientific_journal-2581	37	13	abdl	abdl	NOUN
american_scientific_journal-2581	37	14	models	model	NOUN
american_scientific_journal-2581	37	15	improve	improve	VERB
american_scientific_journal-2581	37	16	the	the	DET
american_scientific_journal-2581	37	17	accuracy	accuracy	NOUN
american_scientific_journal-2581	37	18	in	in	ADP
american_scientific_journal-2581	37	19	the	the	DET
american_scientific_journal-2581	37	20	rv	rv	NOUN
american_scientific_journal-2581	37	21	forecasts	forecast	NOUN
american_scientific_journal-2581	37	22	and	and	CCONJ
american_scientific_journal-2581	37	23	hence	hence	ADV
american_scientific_journal-2581	37	24	produce	produce	VERB
american_scientific_journal-2581	37	25	var	var	NOUN
american_scientific_journal-2581	37	26	forecasts	forecast	NOUN
american_scientific_journal-2581	37	27	with	with	ADP
american_scientific_journal-2581	37	28	capital	capital	NOUN
american_scientific_journal-2581	37	29	efficiency	efficiency	NOUN
american_scientific_journal-2581	37	30	.	.	PUNCT
american_scientific_journal-2581	38	1	the	the	DET
american_scientific_journal-2581	38	2	rest	rest	NOUN
american_scientific_journal-2581	38	3	of	of	ADP
american_scientific_journal-2581	38	4	the	the	DET
american_scientific_journal-2581	38	5	paper	paper	NOUN
american_scientific_journal-2581	38	6	is	be	AUX
american_scientific_journal-2581	38	7	organized	organize	VERB
american_scientific_journal-2581	38	8	as	as	SCONJ
american_scientific_journal-2581	38	9	follows	follow	VERB
american_scientific_journal-2581	38	10	.	.	PUNCT
american_scientific_journal-2581	39	1	section	section	NOUN
american_scientific_journal-2581	39	2	2	2	NUM
american_scientific_journal-2581	39	3	describes	describe	VERB
american_scientific_journal-2581	39	4	the	the	DET
american_scientific_journal-2581	39	5	fdqml	fdqml	NOUN
american_scientific_journal-2581	39	6	-	-	PUNCT
american_scientific_journal-2581	39	7	lmsv	lmsv	NOUN
american_scientific_journal-2581	39	8	model	model	NOUN
american_scientific_journal-2581	39	9	.	.	PUNCT
american_scientific_journal-2581	40	1	section	section	NOUN
american_scientific_journal-2581	40	2	3	3	NUM
american_scientific_journal-2581	40	3	presents	present	VERB
american_scientific_journal-2581	40	4	the	the	DET
american_scientific_journal-2581	40	5	enhancement	enhancement	NOUN
american_scientific_journal-2581	40	6	to	to	ADP
american_scientific_journal-2581	40	7	fdqml	fdqml	NOUN
american_scientific_journal-2581	40	8	-	-	PUNCT
american_scientific_journal-2581	40	9	lmsv	lmsv	NOUN
american_scientific_journal-2581	40	10	model	model	NOUN
american_scientific_journal-2581	40	11	.	.	PUNCT
american_scientific_journal-2581	41	1	section	section	NOUN
american_scientific_journal-2581	41	2	4	4	NUM
american_scientific_journal-2581	41	3	presents	present	VERB
american_scientific_journal-2581	41	4	the	the	DET
american_scientific_journal-2581	41	5	empirical	empirical	ADJ
american_scientific_journal-2581	41	6	analysis	analysis	NOUN
american_scientific_journal-2581	41	7	using	use	VERB
american_scientific_journal-2581	41	8	the	the	DET
american_scientific_journal-2581	41	9	proposed	propose	VERB
american_scientific_journal-2581	41	10	methodology	methodology	NOUN
american_scientific_journal-2581	41	11	for	for	ADP
american_scientific_journal-2581	41	12	statistical	statistical	ADJ
american_scientific_journal-2581	41	13	and	and	CCONJ
american_scientific_journal-2581	41	14	economic	economic	ADJ
american_scientific_journal-2581	41	15	forecast	forecast	NOUN
american_scientific_journal-2581	41	16	evaluations	evaluation	NOUN
american_scientific_journal-2581	41	17	,	,	PUNCT
american_scientific_journal-2581	41	18	and	and	CCONJ
american_scientific_journal-2581	41	19	finally	finally	ADV
american_scientific_journal-2581	41	20	section	section	NOUN
american_scientific_journal-2581	41	21	5	5	NUM
american_scientific_journal-2581	41	22	concludes	conclude	VERB
american_scientific_journal-2581	41	23	.	.	PUNCT
american_scientific_journal-2581	42	1	2	2	X
american_scientific_journal-2581	42	2	.	.	X
american_scientific_journal-2581	42	3	fdqml	fdqml	NOUN
american_scientific_journal-2581	42	4	-	-	PUNCT
american_scientific_journal-2581	42	5	lmsv	lmsv	NOUN
american_scientific_journal-2581	42	6	model	model	NOUN
american_scientific_journal-2581	42	7	the	the	DET
american_scientific_journal-2581	42	8	lmsv	lmsv	PROPN
american_scientific_journal-2581	42	9	model	model	NOUN
american_scientific_journal-2581	42	10	for	for	ADP
american_scientific_journal-2581	42	11	the	the	DET
american_scientific_journal-2581	42	12	returns	return	NOUN
american_scientific_journal-2581	42	13	𝑟𝑟𝑡𝑡	𝑟𝑟𝑡𝑡	NOUN
american_scientific_journal-2581	42	14	,	,	PUNCT
american_scientific_journal-2581	42	15	𝑡𝑡	𝑡𝑡	NOUN
american_scientific_journal-2581	42	16	=	=	SYM
american_scientific_journal-2581	42	17	1	1	NUM
american_scientific_journal-2581	42	18	,	,	PUNCT
american_scientific_journal-2581	42	19	…	…	PUNCT
american_scientific_journal-2581	42	20	,	,	PUNCT
american_scientific_journal-2581	42	21	𝑛𝑛	𝑛𝑛	NOUN
american_scientific_journal-2581	42	22	is	be	AUX
american_scientific_journal-2581	42	23	given	give	VERB
american_scientific_journal-2581	42	24	by	by	ADP
american_scientific_journal-2581	42	25	𝑟𝑟𝑡𝑡	𝑟𝑟𝑡𝑡	NOUN
american_scientific_journal-2581	42	26	=	=	SYM
american_scientific_journal-2581	42	27	𝜎𝜎	𝜎𝜎	PROPN
american_scientific_journal-2581	42	28	exp	exp	NOUN
american_scientific_journal-2581	42	29	�	�	PROPN
american_scientific_journal-2581	42	30	ℎ𝑡𝑡	ℎ𝑡𝑡	VERB
american_scientific_journal-2581	42	31	2	2	NUM
american_scientific_journal-2581	42	32	�	�	NOUN
american_scientific_journal-2581	42	33	𝜀𝜀𝑡𝑡	𝜀𝜀𝑡𝑡	VERB
american_scientific_journal-2581	42	34	(	(	PUNCT
american_scientific_journal-2581	42	35	1	1	NUM
american_scientific_journal-2581	42	36	)	)	PUNCT
american_scientific_journal-2581	42	37	where	where	SCONJ
american_scientific_journal-2581	42	38	𝜀𝜀𝑡𝑡	𝜀𝜀𝑡𝑡	ADJ
american_scientific_journal-2581	42	39	~	~	PUNCT
american_scientific_journal-2581	42	40	𝑖𝑖𝑖𝑖𝑖𝑖(0	𝑖𝑖𝑖𝑖𝑖𝑖(0	NOUN
american_scientific_journal-2581	42	41	,	,	PUNCT
american_scientific_journal-2581	42	42	1	1	NUM
american_scientific_journal-2581	42	43	)	)	PUNCT
american_scientific_journal-2581	42	44	,	,	PUNCT
american_scientific_journal-2581	42	45	𝜎𝜎	𝜎𝜎	X
american_scientific_journal-2581	42	46	>	>	X
american_scientific_journal-2581	42	47	0	0	PUNCT
american_scientific_journal-2581	43	1	and	and	CCONJ
american_scientific_journal-2581	43	2	{	{	PUNCT
american_scientific_journal-2581	43	3	ℎ𝑡𝑡	ℎ𝑡𝑡	NOUN
american_scientific_journal-2581	43	4	}	}	PUNCT
american_scientific_journal-2581	43	5	is	be	AUX
american_scientific_journal-2581	43	6	a	a	DET
american_scientific_journal-2581	43	7	stationary	stationary	ADJ
american_scientific_journal-2581	43	8	zero	zero	NUM
american_scientific_journal-2581	43	9	mean	mean	NOUN
american_scientific_journal-2581	43	10	gaussian	gaussian	ADJ
american_scientific_journal-2581	43	11	long	long	ADJ
american_scientific_journal-2581	43	12	-	-	PUNCT
american_scientific_journal-2581	43	13	memory	memory	NOUN
american_scientific_journal-2581	43	14	process	process	NOUN
american_scientific_journal-2581	43	15	independent	independent	ADJ
american_scientific_journal-2581	43	16	of	of	ADP
american_scientific_journal-2581	43	17	{	{	PUNCT
american_scientific_journal-2581	43	18	𝜀𝜀𝑡𝑡	𝜀𝜀𝑡𝑡	ADJ
american_scientific_journal-2581	43	19	}	}	PUNCT
american_scientific_journal-2581	43	20	.	.	PUNCT
american_scientific_journal-2581	44	1	for	for	ADP
american_scientific_journal-2581	44	2	the	the	DET
american_scientific_journal-2581	44	3	sake	sake	NOUN
american_scientific_journal-2581	44	4	of	of	ADP
american_scientific_journal-2581	44	5	simplicity	simplicity	NOUN
american_scientific_journal-2581	44	6	,	,	PUNCT
american_scientific_journal-2581	44	7	we	we	PRON
american_scientific_journal-2581	44	8	assume	assume	VERB
american_scientific_journal-2581	44	9	that	that	SCONJ
american_scientific_journal-2581	44	10	{	{	PUNCT
american_scientific_journal-2581	44	11	ℎ𝑡𝑡	ℎ𝑡𝑡	NOUN
american_scientific_journal-2581	44	12	}	}	PUNCT
american_scientific_journal-2581	44	13	follows	follow	VERB
american_scientific_journal-2581	44	14	an	an	DET
american_scientific_journal-2581	44	15	autoregressive	autoregressive	ADJ
american_scientific_journal-2581	44	16	fractionally	fractionally	ADV
american_scientific_journal-2581	44	17	integrated	integrate	VERB
american_scientific_journal-2581	44	18	moving	move	VERB
american_scientific_journal-2581	44	19	average	average	ADJ
american_scientific_journal-2581	44	20	arfima	arfima	NOUN
american_scientific_journal-2581	44	21	(	(	PUNCT
american_scientific_journal-2581	44	22	𝑝𝑝,𝑖𝑖	𝑝𝑝,𝑖𝑖	INTJ
american_scientific_journal-2581	44	23	,	,	PUNCT
american_scientific_journal-2581	44	24	𝑞𝑞	𝑞𝑞	PROPN
american_scientific_journal-2581	44	25	)	)	PUNCT
american_scientific_journal-2581	44	26	that	that	PRON
american_scientific_journal-2581	44	27	takes	take	VERB
american_scientific_journal-2581	44	28	the	the	DET
american_scientific_journal-2581	44	29	form	form	NOUN
american_scientific_journal-2581	44	30	φ(𝐿𝐿)(1	φ(𝐿𝐿)(1	NOUN
american_scientific_journal-2581	44	31	−	−	PROPN
american_scientific_journal-2581	44	32	𝐿𝐿)𝑑𝑑ℎ𝑡𝑡	𝐿𝐿)𝑑𝑑ℎ𝑡𝑡	NOUN
american_scientific_journal-2581	44	33	=	=	SYM
american_scientific_journal-2581	44	34	θ(𝐿𝐿)𝜂𝜂𝑡𝑡	θ(𝐿𝐿)𝜂𝜂𝑡𝑡	PROPN
american_scientific_journal-2581	44	35	,	,	PUNCT
american_scientific_journal-2581	44	36	where	where	SCONJ
american_scientific_journal-2581	44	37	𝐿𝐿	𝐿𝐿	PROPN
american_scientific_journal-2581	44	38	is	be	AUX
american_scientific_journal-2581	44	39	the	the	DET
american_scientific_journal-2581	44	40	backshift	backshift	NOUN
american_scientific_journal-2581	44	41	operator	operator	NOUN
american_scientific_journal-2581	44	42	,	,	PUNCT
american_scientific_journal-2581	44	43	𝜂𝜂𝑡𝑡	𝜂𝜂𝑡𝑡	VERB
american_scientific_journal-2581	44	44	~𝑖𝑖𝑖𝑖𝑖𝑖	~𝑖𝑖𝑖𝑖𝑖𝑖	ADP
american_scientific_journal-2581	44	45	𝑁𝑁	𝑁𝑁	PROPN
american_scientific_journal-2581	44	46	�	�	PROPN
american_scientific_journal-2581	44	47	0,𝜎𝜎𝜂𝜂2	0,𝜎𝜎𝜂𝜂2	NOUN
american_scientific_journal-2581	44	48	�	�	PROPN
american_scientific_journal-2581	44	49	,	,	PUNCT
american_scientific_journal-2581	44	50	0	0	PUNCT
american_scientific_journal-2581	44	51	<	<	X
american_scientific_journal-2581	44	52	𝑖𝑖	𝑖𝑖	X
american_scientific_journal-2581	44	53	<	<	X
american_scientific_journal-2581	44	54	0.5,φ(𝐿𝐿	0.5,φ(𝐿𝐿	NUM
american_scientific_journal-2581	44	55	)	)	PUNCT
american_scientific_journal-2581	44	56	and	and	CCONJ
american_scientific_journal-2581	44	57	θ(𝐿𝐿	θ(𝐿𝐿	NOUN
american_scientific_journal-2581	44	58	)	)	PUNCT
american_scientific_journal-2581	44	59	are	be	AUX
american_scientific_journal-2581	44	60	polynomials	polynomial	NOUN
american_scientific_journal-2581	44	61	of	of	ADP
american_scientific_journal-2581	44	62	orders	order	NOUN
american_scientific_journal-2581	44	63	𝑝𝑝	𝑝𝑝	VERB
american_scientific_journal-2581	44	64	and	and	CCONJ
american_scientific_journal-2581	44	65	𝑞𝑞	𝑞𝑞	X
american_scientific_journal-2581	44	66	with	with	ADP
american_scientific_journal-2581	44	67	all	all	DET
american_scientific_journal-2581	44	68	roots	root	NOUN
american_scientific_journal-2581	44	69	outside	outside	ADP
american_scientific_journal-2581	44	70	the	the	DET
american_scientific_journal-2581	44	71	unit	unit	NOUN
american_scientific_journal-2581	44	72	circle	circle	NOUN
american_scientific_journal-2581	44	73	.	.	PUNCT
american_scientific_journal-2581	45	1	prior	prior	ADV
american_scientific_journal-2581	45	2	to	to	ADP
american_scientific_journal-2581	45	3	forecasting	forecasting	NOUN
american_scientific_journal-2581	45	4	with	with	ADP
american_scientific_journal-2581	45	5	the	the	DET
american_scientific_journal-2581	45	6	lmsv	lmsv	PROPN
american_scientific_journal-2581	45	7	model	model	NOUN
american_scientific_journal-2581	45	8	,	,	PUNCT
american_scientific_journal-2581	45	9	deo	deo	NOUN
american_scientific_journal-2581	45	10	and	and	CCONJ
american_scientific_journal-2581	45	11	his	his	PRON
american_scientific_journal-2581	45	12	colleagues	colleague	NOUN
american_scientific_journal-2581	45	13	[	[	X
american_scientific_journal-2581	45	14	10	10	NUM
american_scientific_journal-2581	45	15	]	]	PUNCT
american_scientific_journal-2581	45	16	reasoned	reason	VERB
american_scientific_journal-2581	45	17	that	that	SCONJ
american_scientific_journal-2581	45	18	it	it	PRON
american_scientific_journal-2581	45	19	is	be	AUX
american_scientific_journal-2581	45	20	necessary	necessary	ADJ
american_scientific_journal-2581	45	21	to	to	PART
american_scientific_journal-2581	45	22	eliminate	eliminate	VERB
american_scientific_journal-2581	45	23	the	the	DET
american_scientific_journal-2581	45	24	seasonal	seasonal	ADJ
american_scientific_journal-2581	45	25	component	component	NOUN
american_scientific_journal-2581	45	26	in	in	ADP
american_scientific_journal-2581	45	27	volatility	volatility	NOUN
american_scientific_journal-2581	45	28	,	,	PUNCT
american_scientific_journal-2581	45	29	which	which	PRON
american_scientific_journal-2581	45	30	shows	show	VERB
american_scientific_journal-2581	45	31	periodic	periodic	ADJ
american_scientific_journal-2581	45	32	peaks	peak	NOUN
american_scientific_journal-2581	45	33	in	in	ADP
american_scientific_journal-2581	45	34	the	the	DET
american_scientific_journal-2581	45	35	periodogram	periodogram	NOUN
american_scientific_journal-2581	45	36	of	of	ADP
american_scientific_journal-2581	45	37	the	the	DET
american_scientific_journal-2581	45	38	log	log	NOUN
american_scientific_journal-2581	45	39	squared	square	VERB
american_scientific_journal-2581	45	40	returns	return	NOUN
american_scientific_journal-2581	45	41	.	.	PUNCT
american_scientific_journal-2581	46	1	the	the	DET
american_scientific_journal-2581	46	2	authors	author	NOUN
american_scientific_journal-2581	46	3	proposed	propose	VERB
american_scientific_journal-2581	46	4	a	a	DET
american_scientific_journal-2581	46	5	time	time	NOUN
american_scientific_journal-2581	46	6	varying	vary	VERB
american_scientific_journal-2581	46	7	seasonal	seasonal	ADJ
american_scientific_journal-2581	46	8	adjustment	adjustment	NOUN
american_scientific_journal-2581	46	9	procedure	procedure	NOUN
american_scientific_journal-2581	46	10	in	in	ADP
american_scientific_journal-2581	46	11	the	the	DET
american_scientific_journal-2581	46	12	form	form	NOUN
american_scientific_journal-2581	46	13	of	of	ADP
american_scientific_journal-2581	46	14	𝑅𝑅𝑡𝑡	𝑅𝑅𝑡𝑡	PROPN
american_scientific_journal-2581	46	15	=	=	SYM
american_scientific_journal-2581	46	16	exp	exp	NOUN
american_scientific_journal-2581	46	17	�	�	PROPN
american_scientific_journal-2581	46	18	𝑆𝑆𝑡𝑡	𝑆𝑆𝑡𝑡	PROPN
american_scientific_journal-2581	46	19	2	2	NUM
american_scientific_journal-2581	46	20	�	�	NOUN
american_scientific_journal-2581	46	21	𝑟𝑟𝑡𝑡	𝑟𝑟𝑡𝑡	NOUN
american_scientific_journal-2581	46	22	(	(	PUNCT
american_scientific_journal-2581	46	23	2	2	NUM
american_scientific_journal-2581	46	24	)	)	PUNCT
american_scientific_journal-2581	46	25	where	where	SCONJ
american_scientific_journal-2581	46	26	𝑅𝑅𝑡𝑡	𝑅𝑅𝑡𝑡	PROPN
american_scientific_journal-2581	46	27	is	be	AUX
american_scientific_journal-2581	46	28	the	the	DET
american_scientific_journal-2581	46	29	high	high	ADJ
american_scientific_journal-2581	46	30	frequency	frequency	NOUN
american_scientific_journal-2581	46	31	return	return	NOUN
american_scientific_journal-2581	46	32	demeaned	demean	VERB
american_scientific_journal-2581	46	33	by	by	ADP
american_scientific_journal-2581	46	34	sample	sample	NOUN
american_scientific_journal-2581	46	35	mean	mean	PROPN
american_scientific_journal-2581	46	36	�	�	PROPN
american_scientific_journal-2581	46	37	̂	̂	NOUN
american_scientific_journal-2581	46	38	�	�	NOUN
american_scientific_journal-2581	46	39	𝜇𝑅𝑅	𝜇𝑅𝑅	NOUN
american_scientific_journal-2581	46	40	,	,	PUNCT
american_scientific_journal-2581	46	41	𝑆𝑆𝑡𝑡	𝑆𝑆𝑡𝑡	PROPN
american_scientific_journal-2581	46	42	is	be	AUX
american_scientific_journal-2581	46	43	the	the	DET
american_scientific_journal-2581	46	44	seasonal	seasonal	ADJ
american_scientific_journal-2581	46	45	component	component	NOUN
american_scientific_journal-2581	46	46	and	and	CCONJ
american_scientific_journal-2581	46	47	𝑟𝑟𝑡𝑡	𝑟𝑟𝑡𝑡	NOUN
american_scientific_journal-2581	46	48	is	be	AUX
american_scientific_journal-2581	46	49	the	the	DET
american_scientific_journal-2581	46	50	de	de	ADJ
american_scientific_journal-2581	46	51	-	-	ADJ
american_scientific_journal-2581	46	52	seasonalized	seasonalize	VERB
american_scientific_journal-2581	46	53	high	high	ADJ
american_scientific_journal-2581	46	54	frequency	frequency	NOUN
american_scientific_journal-2581	46	55	return	return	NOUN
american_scientific_journal-2581	46	56	.	.	PUNCT
american_scientific_journal-2581	47	1	the	the	DET
american_scientific_journal-2581	47	2	seasonality	seasonality	NOUN
american_scientific_journal-2581	47	3	is	be	AUX
american_scientific_journal-2581	47	4	written	write	VERB
american_scientific_journal-2581	47	5	as	as	ADP
american_scientific_journal-2581	47	6	a	a	DET
american_scientific_journal-2581	47	7	linear	linear	ADJ
american_scientific_journal-2581	47	8	combination	combination	NOUN
american_scientific_journal-2581	47	9	of	of	ADP
american_scientific_journal-2581	47	10	sines	sine	NOUN
american_scientific_journal-2581	47	11	and	and	CCONJ
american_scientific_journal-2581	47	12	cosines	cosine	NOUN
american_scientific_journal-2581	47	13	evaluated	evaluate	VERB
american_scientific_journal-2581	47	14	at	at	ADP
american_scientific_journal-2581	47	15	the	the	DET
american_scientific_journal-2581	47	16	fourier	fourier	NOUN
american_scientific_journal-2581	47	17	frequencies	frequency	NOUN
american_scientific_journal-2581	47	18	with	with	ADP
american_scientific_journal-2581	47	19	seasonal	seasonal	ADJ
american_scientific_journal-2581	47	20	peaks	peak	NOUN
american_scientific_journal-2581	47	21	as	as	SCONJ
american_scientific_journal-2581	47	22	follows	follow	VERB
american_scientific_journal-2581	47	23	:	:	PUNCT
american_scientific_journal-2581	47	24	𝑆𝑆𝑡𝑡	𝑆𝑆𝑡𝑡	PROPN
american_scientific_journal-2581	47	25	=	=	SYM
american_scientific_journal-2581	47	26	�	�	PROPN
american_scientific_journal-2581	47	27	𝑎𝑎𝑝𝑝	𝑎𝑎𝑝𝑝	PROPN
american_scientific_journal-2581	47	28	𝑐𝑐𝑐𝑐𝑐𝑐𝜔𝜔𝑝𝑝𝑡𝑡	𝑐𝑐𝑐𝑐𝑐𝑐𝜔𝜔𝑝𝑝𝑡𝑡	NOUN
american_scientific_journal-2581	47	29	𝑘𝑘	𝑘𝑘	NOUN
american_scientific_journal-2581	47	30	𝑝𝑝=1	𝑝𝑝=1	AUX
american_scientific_journal-2581	47	31	+	+	CCONJ
american_scientific_journal-2581	47	32	�	�	NOUN
american_scientific_journal-2581	47	33	𝑏𝑏𝑝𝑝	𝑏𝑏𝑝𝑝	NOUN
american_scientific_journal-2581	47	34	𝑐𝑐𝑖𝑖𝑛𝑛𝜔𝜔𝑝𝑝𝑡𝑡	𝑐𝑐𝑖𝑖𝑛𝑛𝜔𝜔𝑝𝑝𝑡𝑡	NOUN
american_scientific_journal-2581	47	35	𝑘𝑘	𝑘𝑘	NOUN
american_scientific_journal-2581	47	36	𝑝𝑝=1	𝑝𝑝=1	NOUN
american_scientific_journal-2581	47	37	(	(	PUNCT
american_scientific_journal-2581	47	38	3	3	X
american_scientific_journal-2581	47	39	)	)	PUNCT
american_scientific_journal-2581	47	40	where	where	SCONJ
american_scientific_journal-2581	47	41	{	{	PUNCT
american_scientific_journal-2581	47	42	𝜔𝜔𝑝𝑝}𝑝𝑝=1𝑘𝑘	𝜔𝜔𝑝𝑝}𝑝𝑝=1𝑘𝑘	NOUN
american_scientific_journal-2581	47	43	is	be	AUX
american_scientific_journal-2581	47	44	the	the	DET
american_scientific_journal-2581	47	45	collection	collection	NOUN
american_scientific_journal-2581	47	46	of	of	ADP
american_scientific_journal-2581	47	47	fourier	fourier	ADJ
american_scientific_journal-2581	47	48	frequencies	frequency	NOUN
american_scientific_journal-2581	47	49	at	at	ADP
american_scientific_journal-2581	47	50	the	the	DET
american_scientific_journal-2581	47	51	seasonal	seasonal	ADJ
american_scientific_journal-2581	47	52	peaks	peak	NOUN
american_scientific_journal-2581	47	53	and	and	CCONJ
american_scientific_journal-2581	47	54	their	their	PRON
american_scientific_journal-2581	47	55	neighbouring	neighbouring	ADJ
american_scientific_journal-2581	47	56	frequencies	frequency	NOUN
american_scientific_journal-2581	47	57	that	that	PRON
american_scientific_journal-2581	47	58	exhibit	exhibit	VERB
american_scientific_journal-2581	47	59	large	large	ADJ
american_scientific_journal-2581	47	60	magnitudes	magnitude	NOUN
american_scientific_journal-2581	47	61	.	.	PUNCT
american_scientific_journal-2581	48	1	the	the	DET
american_scientific_journal-2581	48	2	coefficients	coefficient	NOUN
american_scientific_journal-2581	48	3	𝑎𝑎𝑝𝑝	𝑎𝑎𝑝𝑝	NOUN
american_scientific_journal-2581	48	4	and	and	CCONJ
american_scientific_journal-2581	48	5	𝑏𝑏𝑝𝑝	𝑏𝑏𝑝𝑝	NOUN
american_scientific_journal-2581	48	6	can	can	AUX
american_scientific_journal-2581	48	7	be	be	AUX
american_scientific_journal-2581	48	8	obtained	obtain	VERB
american_scientific_journal-2581	48	9	by	by	ADP
american_scientific_journal-2581	48	10	running	run	VERB
american_scientific_journal-2581	48	11	an	an	DET
american_scientific_journal-2581	48	12	equivalent	equivalent	ADJ
american_scientific_journal-2581	48	13	regression	regression	NOUN
american_scientific_journal-2581	48	14	log𝑅𝑅𝑡𝑡2	log𝑅𝑅𝑡𝑡2	NOUN
american_scientific_journal-2581	48	15	=	=	SYM
american_scientific_journal-2581	48	16	∑	∑	PUNCT
american_scientific_journal-2581	48	17	𝑎𝑎𝑝𝑝	𝑎𝑎𝑝𝑝	NOUN
american_scientific_journal-2581	48	18	cos𝜔𝜔𝑝𝑝𝑡𝑡𝑘𝑘	cos𝜔𝜔𝑝𝑝𝑡𝑡𝑘𝑘	NOUN
american_scientific_journal-2581	48	19	𝑝𝑝=1	𝑝𝑝=1	NOUN
american_scientific_journal-2581	48	20	+	+	CCONJ
american_scientific_journal-2581	48	21	∑	∑	PART
american_scientific_journal-2581	48	22	𝑏𝑏𝑝𝑝	𝑏𝑏𝑝𝑝	NOUN
american_scientific_journal-2581	48	23	sin𝜔𝜔𝑝𝑝𝑡𝑡𝑘𝑘	sin𝜔𝜔𝑝𝑝𝑡𝑡𝑘𝑘	VERB
american_scientific_journal-2581	48	24	𝑝𝑝=1	𝑝𝑝=1	NOUN
american_scientific_journal-2581	48	25	+	+	CCONJ
american_scientific_journal-2581	48	26	𝑒𝑒𝑡𝑡where	𝑒𝑒𝑡𝑡where	ADJ
american_scientific_journal-2581	48	27	𝑒𝑒𝑡𝑡	𝑒𝑒𝑡𝑡	NOUN
american_scientific_journal-2581	48	28	is	be	AUX
american_scientific_journal-2581	48	29	the	the	DET
american_scientific_journal-2581	48	30	residual	residual	ADJ
american_scientific_journal-2581	48	31	term	term	NOUN
american_scientific_journal-2581	48	32	.	.	PUNCT
american_scientific_journal-2581	49	1	in	in	ADP
american_scientific_journal-2581	49	2	the	the	DET
american_scientific_journal-2581	49	3	fdqml	fdqml	NOUN
american_scientific_journal-2581	49	4	estimation	estimation	NOUN
american_scientific_journal-2581	49	5	procedure	procedure	NOUN
american_scientific_journal-2581	49	6	,	,	PUNCT
american_scientific_journal-2581	49	7	the	the	DET
american_scientific_journal-2581	49	8	log	log	NOUN
american_scientific_journal-2581	49	9	squared	square	VERB
american_scientific_journal-2581	49	10	de	de	ADJ
american_scientific_journal-2581	49	11	-	-	ADJ
american_scientific_journal-2581	49	12	seasonalized	seasonalized	ADJ
american_scientific_journal-2581	49	13	returns	return	NOUN
american_scientific_journal-2581	49	14	are	be	AUX
american_scientific_journal-2581	49	15	expressed	express	VERB
american_scientific_journal-2581	49	16	as	as	ADP
american_scientific_journal-2581	49	17	a	a	DET
american_scientific_journal-2581	49	18	sum	sum	NOUN
american_scientific_journal-2581	49	19	of	of	ADP
american_scientific_journal-2581	49	20	a	a	DET
american_scientific_journal-2581	49	21	gaussian	gaussian	ADJ
american_scientific_journal-2581	49	22	long	long	ADJ
american_scientific_journal-2581	49	23	-	-	PUNCT
american_scientific_journal-2581	49	24	memory	memory	NOUN
american_scientific_journal-2581	49	25	signal	signal	NOUN
american_scientific_journal-2581	49	26	plus	plus	CCONJ
american_scientific_journal-2581	49	27	a	a	DET
american_scientific_journal-2581	49	28	zero	zero	NUM
american_scientific_journal-2581	49	29	mean	mean	NOUN
american_scientific_journal-2581	49	30	noise	noise	NOUN
american_scientific_journal-2581	49	31	series	series	NOUN
american_scientific_journal-2581	49	32	,	,	PUNCT
american_scientific_journal-2581	49	33	i.e.	i.e.	X
american_scientific_journal-2581	49	34	,	,	PUNCT
american_scientific_journal-2581	49	35	𝑍𝑍𝑡𝑡	𝑍𝑍𝑡𝑡	NUM
american_scientific_journal-2581	49	36	=	=	SYM
american_scientific_journal-2581	49	37	log(𝑟𝑟𝑡𝑡2	log(𝑟𝑟𝑡𝑡2	NOUN
american_scientific_journal-2581	49	38	)	)	PUNCT
american_scientific_journal-2581	49	39	=	=	SYM
american_scientific_journal-2581	49	40	𝜇𝜇	𝜇𝜇	ADP
american_scientific_journal-2581	49	41	+	+	CCONJ
american_scientific_journal-2581	49	42	ℎ𝑡𝑡	ℎ𝑡𝑡	NOUN
american_scientific_journal-2581	49	43	+	+	CCONJ
american_scientific_journal-2581	49	44	𝜉𝜉𝑡𝑡	𝜉𝜉𝑡𝑡	VERB
american_scientific_journal-2581	49	45	where	where	SCONJ
american_scientific_journal-2581	49	46	𝜉𝜉𝑡𝑡	𝜉𝜉𝑡𝑡	NOUN
american_scientific_journal-2581	49	47	=	=	SYM
american_scientific_journal-2581	49	48	log(𝜀𝜀𝑡𝑡2	log(𝜀𝜀𝑡𝑡2	PROPN
american_scientific_journal-2581	49	49	)	)	PUNCT
american_scientific_journal-2581	49	50	−	−	PROPN
american_scientific_journal-2581	49	51	𝐸𝐸(log(𝜀𝜀𝑡𝑡2	𝐸𝐸(log(𝜀𝜀𝑡𝑡2	NOUN
american_scientific_journal-2581	49	52	)	)	PUNCT
american_scientific_journal-2581	49	53	)	)	PUNCT
american_scientific_journal-2581	49	54	and	and	CCONJ
american_scientific_journal-2581	49	55	𝜇𝜇	𝜇𝜇	X
american_scientific_journal-2581	49	56	=	=	SYM
american_scientific_journal-2581	49	57	log(𝜎𝜎2	log(𝜎𝜎2	PROPN
american_scientific_journal-2581	49	58	)	)	PUNCT
american_scientific_journal-2581	50	1	+	+	NUM
american_scientific_journal-2581	50	2	𝐸𝐸(log(𝜀𝜀𝑡𝑡2	𝐸𝐸(log(𝜀𝜀𝑡𝑡2	NOUN
american_scientific_journal-2581	50	3	)	)	PUNCT
american_scientific_journal-2581	50	4	)	)	PUNCT
american_scientific_journal-2581	50	5	.	.	PUNCT
american_scientific_journal-2581	51	1	the	the	DET
american_scientific_journal-2581	51	2	spectral	spectral	ADJ
american_scientific_journal-2581	51	3	density	density	NOUN
american_scientific_journal-2581	51	4	of	of	ADP
american_scientific_journal-2581	51	5	𝑍𝑍𝑡𝑡	𝑍𝑍𝑡𝑡	PROPN
american_scientific_journal-2581	51	6	is	be	AUX
american_scientific_journal-2581	51	7	then	then	ADV
american_scientific_journal-2581	51	8	given	give	VERB
american_scientific_journal-2581	51	9	by	by	ADP
american_scientific_journal-2581	51	10	american	american	ADJ
american_scientific_journal-2581	51	11	scientific	scientific	PROPN
american_scientific_journal-2581	51	12	research	research	PROPN
american_scientific_journal-2581	51	13	journal	journal	NOUN
american_scientific_journal-2581	51	14	for	for	ADP
american_scientific_journal-2581	51	15	engineering	engineering	NOUN
american_scientific_journal-2581	51	16	,	,	PUNCT
american_scientific_journal-2581	51	17	technology	technology	NOUN
american_scientific_journal-2581	51	18	,	,	PUNCT
american_scientific_journal-2581	51	19	and	and	CCONJ
american_scientific_journal-2581	51	20	sciences	science	NOUN
american_scientific_journal-2581	51	21	(	(	PUNCT
american_scientific_journal-2581	51	22	asrjets	asrjet	NOUN
american_scientific_journal-2581	51	23	)	)	PUNCT
american_scientific_journal-2581	51	24	(	(	PUNCT
american_scientific_journal-2581	51	25	2017	2017	NUM
american_scientific_journal-2581	51	26	)	)	PUNCT
american_scientific_journal-2581	51	27	volume	volume	NOUN
american_scientific_journal-2581	51	28	27	27	NUM
american_scientific_journal-2581	51	29	,	,	PUNCT
american_scientific_journal-2581	51	30	no	no	DET
american_scientific_journal-2581	51	31	1	1	NUM
american_scientific_journal-2581	51	32	,	,	PUNCT
american_scientific_journal-2581	51	33	pp	pp	ADV
american_scientific_journal-2581	51	34	213	213	NUM
american_scientific_journal-2581	51	35	-	-	SYM
american_scientific_journal-2581	51	36	233	233	NUM
american_scientific_journal-2581	51	37	216	216	NUM
american_scientific_journal-2581	51	38	𝑓𝑓	𝑓𝑓	NOUN
american_scientific_journal-2581	51	39	�	�	PROPN
american_scientific_journal-2581	51	40	𝜔𝜔𝑗𝑗	𝜔𝜔𝑗𝑗	NOUN
american_scientific_journal-2581	51	41	�	�	NOUN
american_scientific_journal-2581	51	42	=	=	SYM
american_scientific_journal-2581	51	43	𝜎𝜎𝜂𝜂2	𝜎𝜎𝜂𝜂2	PROPN
american_scientific_journal-2581	51	44	2𝜋𝜋	2𝜋𝜋	VERB
american_scientific_journal-2581	51	45	�	�	PROPN
american_scientific_journal-2581	51	46	𝛩𝛩	𝛩𝛩	PROPN
american_scientific_journal-2581	51	47	�	�	PROPN
american_scientific_journal-2581	51	48	−𝑖𝑖𝜔𝜔𝑗𝑗	−𝑖𝑖𝜔𝜔𝑗𝑗	PROPN
american_scientific_journal-2581	51	49	�	�	PROPN
american_scientific_journal-2581	51	50	�	�	PROPN
american_scientific_journal-2581	51	51	2	2	NUM
american_scientific_journal-2581	51	52	�	�	PROPN
american_scientific_journal-2581	51	53	𝛷𝛷	𝛷𝛷	PROPN
american_scientific_journal-2581	51	54	�	�	PROPN
american_scientific_journal-2581	51	55	−𝑖𝑖𝜔𝜔𝑗𝑗	−𝑖𝑖𝜔𝜔𝑗𝑗	PROPN
american_scientific_journal-2581	51	56	�	�	PROPN
american_scientific_journal-2581	51	57	�	�	PROPN
american_scientific_journal-2581	51	58	2	2	NUM
american_scientific_journal-2581	51	59	�	�	PROPN
american_scientific_journal-2581	51	60	1	1	NUM
american_scientific_journal-2581	51	61	−	−	PROPN
american_scientific_journal-2581	51	62	𝑒𝑒𝑒𝑒𝑝𝑝	𝑒𝑒𝑒𝑒𝑝𝑝	PROPN
american_scientific_journal-2581	51	63	�	�	PROPN
american_scientific_journal-2581	51	64	−𝑖𝑖𝜔𝜔𝑗𝑗	−𝑖𝑖𝜔𝜔𝑗𝑗	PROPN
american_scientific_journal-2581	51	65	�	�	PROPN
american_scientific_journal-2581	51	66	�	�	PROPN
american_scientific_journal-2581	51	67	2𝑑𝑑	2𝑑𝑑	NOUN
american_scientific_journal-2581	51	68	+	+	CCONJ
american_scientific_journal-2581	51	69	𝜎𝜎𝜉𝜉2	𝜎𝜎𝜉𝜉2	PROPN
american_scientific_journal-2581	51	70	2𝜋𝜋	2𝜋𝜋	NOUN
american_scientific_journal-2581	51	71	(	(	PUNCT
american_scientific_journal-2581	51	72	4	4	NUM
american_scientific_journal-2581	51	73	)	)	PUNCT
american_scientific_journal-2581	51	74	where	where	SCONJ
american_scientific_journal-2581	51	75	𝜎𝜎𝜉𝜉2	𝜎𝜎𝜉𝜉2	PROPN
american_scientific_journal-2581	51	76	is	be	AUX
american_scientific_journal-2581	51	77	the	the	DET
american_scientific_journal-2581	51	78	variance	variance	NOUN
american_scientific_journal-2581	51	79	of	of	ADP
american_scientific_journal-2581	51	80	𝜉𝜉𝑡𝑡.	𝜉𝜉𝑡𝑡.	NOUN
american_scientific_journal-2581	51	81	the	the	DET
american_scientific_journal-2581	51	82	parameters	parameter	NOUN
american_scientific_journal-2581	51	83	are	be	AUX
american_scientific_journal-2581	51	84	estimated	estimate	VERB
american_scientific_journal-2581	51	85	by	by	ADP
american_scientific_journal-2581	51	86	minimizing	minimize	VERB
american_scientific_journal-2581	51	87	the	the	DET
american_scientific_journal-2581	51	88	whittle	whittle	NOUN
american_scientific_journal-2581	51	89	approximation	approximation	NOUN
american_scientific_journal-2581	51	90	given	give	VERB
american_scientific_journal-2581	51	91	below	below	ADP
american_scientific_journal-2581	51	92	:	:	PUNCT
american_scientific_journal-2581	52	1	ℒ	ℒ	PROPN
american_scientific_journal-2581	52	2	=	=	SYM
american_scientific_journal-2581	52	3	�	�	PROPN
american_scientific_journal-2581	52	4	�	�	PROPN
american_scientific_journal-2581	52	5	𝑙𝑙𝑐𝑐𝑙𝑙	𝑙𝑙𝑐𝑐𝑙𝑙	PROPN
american_scientific_journal-2581	52	6	�	�	PROPN
american_scientific_journal-2581	52	7	𝑓𝑓	𝑓𝑓	ADP
american_scientific_journal-2581	52	8	�	�	PROPN
american_scientific_journal-2581	52	9	𝜔𝜔𝑗𝑗	𝜔𝜔𝑗𝑗	PROPN
american_scientific_journal-2581	52	10	�	�	PROPN
american_scientific_journal-2581	52	11	�	�	PROPN
american_scientific_journal-2581	52	12	+	+	CCONJ
american_scientific_journal-2581	52	13	𝐼𝐼𝑗𝑗	𝐼𝐼𝑗𝑗	PROPN
american_scientific_journal-2581	52	14	𝑓𝑓	𝑓𝑓	PROPN
american_scientific_journal-2581	53	1	�	�	PROPN
american_scientific_journal-2581	53	2	𝜔𝜔𝑗𝑗	𝜔𝜔𝑗𝑗	PROPN
american_scientific_journal-2581	53	3	�	�	PROPN
american_scientific_journal-2581	53	4	�	�	PROPN
american_scientific_journal-2581	53	5	�	�	PROPN
american_scientific_journal-2581	53	6	𝑛𝑛−12	𝑛𝑛−12	PROPN
american_scientific_journal-2581	53	7	�	�	PROPN
american_scientific_journal-2581	53	8	𝑗𝑗=1	𝑗𝑗=1	PROPN
american_scientific_journal-2581	53	9	(	(	PUNCT
american_scientific_journal-2581	53	10	5	5	NUM
american_scientific_journal-2581	53	11	)	)	PUNCT
american_scientific_journal-2581	53	12	where	where	SCONJ
american_scientific_journal-2581	53	13	𝐼𝐼𝑗𝑗	𝐼𝐼𝑗𝑗	PROPN
american_scientific_journal-2581	53	14	=	=	SYM
american_scientific_journal-2581	53	15	1	1	NUM
american_scientific_journal-2581	53	16	2𝜋𝜋𝑛𝑛	2𝜋𝜋𝑛𝑛	NUM
american_scientific_journal-2581	53	17	�	�	PROPN
american_scientific_journal-2581	53	18	∑	∑	PUNCT
american_scientific_journal-2581	53	19	𝑍𝑍𝑡𝑡	𝑍𝑍𝑡𝑡	NUM
american_scientific_journal-2581	53	20	exp	exp	NOUN
american_scientific_journal-2581	53	21	�	�	PROPN
american_scientific_journal-2581	53	22	−𝑖𝑖𝜔𝜔𝑗𝑗	−𝑖𝑖𝜔𝜔𝑗𝑗	NOUN
american_scientific_journal-2581	53	23	�	�	PROPN
american_scientific_journal-2581	53	24	𝑛𝑛	𝑛𝑛	ADP
american_scientific_journal-2581	53	25	𝑡𝑡=1	𝑡𝑡=1	NOUN
american_scientific_journal-2581	53	26	�	�	PROPN
american_scientific_journal-2581	53	27	2	2	NUM
american_scientific_journal-2581	53	28	is	be	AUX
american_scientific_journal-2581	53	29	the	the	DET
american_scientific_journal-2581	53	30	periodogram	periodogram	NOUN
american_scientific_journal-2581	53	31	of	of	ADP
american_scientific_journal-2581	53	32	𝑍𝑍𝑡𝑡	𝑍𝑍𝑡𝑡	PROPN
american_scientific_journal-2581	53	33	at	at	ADP
american_scientific_journal-2581	53	34	the	the	DET
american_scientific_journal-2581	53	35	𝑗𝑗𝑡𝑡ℎfourier	𝑗𝑗𝑡𝑡ℎfourier	NOUN
american_scientific_journal-2581	53	36	frequency	frequency	NOUN
american_scientific_journal-2581	53	37	𝜔𝜔𝑗𝑗	𝜔𝜔𝑗𝑗	NOUN
american_scientific_journal-2581	53	38	=	=	SYM
american_scientific_journal-2581	53	39	2𝜋𝜋𝑗𝑗	2𝜋𝜋𝑗𝑗	NUM
american_scientific_journal-2581	53	40	𝑛𝑛	𝑛𝑛	NOUN
american_scientific_journal-2581	53	41	,	,	PUNCT
american_scientific_journal-2581	53	42	and	and	CCONJ
american_scientific_journal-2581	53	43	[	[	X
american_scientific_journal-2581	53	44	∙	∙	X
american_scientific_journal-2581	53	45	]	]	X
american_scientific_journal-2581	53	46	is	be	AUX
american_scientific_journal-2581	53	47	the	the	DET
american_scientific_journal-2581	53	48	integer	integer	ADJ
american_scientific_journal-2581	53	49	part	part	NOUN
american_scientific_journal-2581	53	50	of	of	ADP
american_scientific_journal-2581	53	51	(	(	PUNCT
american_scientific_journal-2581	53	52	∙	∙	PROPN
american_scientific_journal-2581	53	53	)	)	PUNCT
american_scientific_journal-2581	53	54	.	.	PUNCT
american_scientific_journal-2581	54	1	deo	deo	NOUN
american_scientific_journal-2581	54	2	and	and	CCONJ
american_scientific_journal-2581	54	3	his	his	PRON
american_scientific_journal-2581	54	4	colleagues	colleague	NOUN
american_scientific_journal-2581	55	1	[	[	X
american_scientific_journal-2581	55	2	10	10	NUM
american_scientific_journal-2581	55	3	]	]	PUNCT
american_scientific_journal-2581	55	4	argued	argue	VERB
american_scientific_journal-2581	55	5	that	that	SCONJ
american_scientific_journal-2581	55	6	𝑍𝑍𝑡𝑡	𝑍𝑍𝑡𝑡	PROPN
american_scientific_journal-2581	55	7	is	be	AUX
american_scientific_journal-2581	55	8	not	not	PART
american_scientific_journal-2581	55	9	gaussian	gaussian	ADJ
american_scientific_journal-2581	55	10	,	,	PUNCT
american_scientific_journal-2581	55	11	and	and	CCONJ
american_scientific_journal-2581	55	12	hence	hence	ADV
american_scientific_journal-2581	55	13	,	,	PUNCT
american_scientific_journal-2581	55	14	a	a	DET
american_scientific_journal-2581	55	15	transformed	transform	VERB
american_scientific_journal-2581	55	16	series	series	NOUN
american_scientific_journal-2581	55	17	|𝑟𝑟𝑡𝑡|𝑐𝑐	|𝑟𝑟𝑡𝑡|𝑐𝑐	PROPN
american_scientific_journal-2581	55	18	was	be	AUX
american_scientific_journal-2581	55	19	suggested	suggest	VERB
american_scientific_journal-2581	55	20	of	of	ADP
american_scientific_journal-2581	55	21	which	which	PRON
american_scientific_journal-2581	55	22	𝑐𝑐	𝑐𝑐	NOUN
american_scientific_journal-2581	55	23	is	be	AUX
american_scientific_journal-2581	55	24	chosen	choose	VERB
american_scientific_journal-2581	55	25	such	such	ADJ
american_scientific_journal-2581	55	26	that	that	SCONJ
american_scientific_journal-2581	55	27	the	the	DET
american_scientific_journal-2581	55	28	transformed	transform	VERB
american_scientific_journal-2581	55	29	series	series	NOUN
american_scientific_journal-2581	55	30	is	be	AUX
american_scientific_journal-2581	55	31	closer	close	ADJ
american_scientific_journal-2581	55	32	to	to	ADP
american_scientific_journal-2581	55	33	gaussian	gaussian	VERB
american_scientific_journal-2581	55	34	than	than	ADP
american_scientific_journal-2581	55	35	that	that	PRON
american_scientific_journal-2581	55	36	of	of	ADP
american_scientific_journal-2581	55	37	log(𝑟𝑟𝑡𝑡2	log(𝑟𝑟𝑡𝑡2	NOUN
american_scientific_journal-2581	55	38	)	)	PUNCT
american_scientific_journal-2581	55	39	.	.	PUNCT
american_scientific_journal-2581	56	1	this	this	PRON
american_scientific_journal-2581	56	2	is	be	AUX
american_scientific_journal-2581	56	3	done	do	VERB
american_scientific_journal-2581	56	4	by	by	ADP
american_scientific_journal-2581	56	5	setting	set	VERB
american_scientific_journal-2581	56	6	the	the	DET
american_scientific_journal-2581	56	7	skewness	skewness	NOUN
american_scientific_journal-2581	56	8	of	of	ADP
american_scientific_journal-2581	56	9	|𝑟𝑟𝑡𝑡|𝑐𝑐	|𝑟𝑟𝑡𝑡|𝑐𝑐	PROPN
american_scientific_journal-2581	56	10	to	to	ADP
american_scientific_journal-2581	56	11	zero	zero	NUM
american_scientific_journal-2581	56	12	based	base	VERB
american_scientific_journal-2581	56	13	on	on	ADP
american_scientific_journal-2581	56	14	the	the	DET
american_scientific_journal-2581	56	15	initial	initial	ADJ
american_scientific_journal-2581	56	16	parameter	parameter	NOUN
american_scientific_journal-2581	56	17	estimates	estimate	NOUN
american_scientific_journal-2581	56	18	of	of	ADP
american_scientific_journal-2581	56	19	the	the	DET
american_scientific_journal-2581	56	20	lmsv	lmsv	PROPN
american_scientific_journal-2581	56	21	model	model	NOUN
american_scientific_journal-2581	56	22	on	on	ADP
american_scientific_journal-2581	56	23	log(𝑟𝑟𝑡𝑡2	log(𝑟𝑟𝑡𝑡2	NOUN
american_scientific_journal-2581	56	24	)	)	PUNCT
american_scientific_journal-2581	56	25	.	.	PUNCT
american_scientific_journal-2581	57	1	although	although	SCONJ
american_scientific_journal-2581	57	2	the	the	DET
american_scientific_journal-2581	57	3	power	power	NOUN
american_scientific_journal-2581	57	4	transformation	transformation	NOUN
american_scientific_journal-2581	57	5	can	can	AUX
american_scientific_journal-2581	57	6	be	be	AUX
american_scientific_journal-2581	57	7	done	do	VERB
american_scientific_journal-2581	57	8	quite	quite	ADV
american_scientific_journal-2581	57	9	easily	easily	ADV
american_scientific_journal-2581	57	10	to	to	PART
american_scientific_journal-2581	57	11	meet	meet	VERB
american_scientific_journal-2581	57	12	the	the	DET
american_scientific_journal-2581	57	13	assumption	assumption	NOUN
american_scientific_journal-2581	57	14	of	of	ADP
american_scientific_journal-2581	57	15	normality	normality	NOUN
american_scientific_journal-2581	57	16	,	,	PUNCT
american_scientific_journal-2581	57	17	it	it	PRON
american_scientific_journal-2581	57	18	is	be	AUX
american_scientific_journal-2581	57	19	noted	note	VERB
american_scientific_journal-2581	57	20	that	that	SCONJ
american_scientific_journal-2581	57	21	the	the	DET
american_scientific_journal-2581	57	22	transformed	transform	VERB
american_scientific_journal-2581	57	23	series	series	NOUN
american_scientific_journal-2581	57	24	does	do	AUX
american_scientific_journal-2581	57	25	not	not	PART
american_scientific_journal-2581	57	26	have	have	VERB
american_scientific_journal-2581	57	27	the	the	DET
american_scientific_journal-2581	57	28	spectral	spectral	ADJ
american_scientific_journal-2581	57	29	density	density	NOUN
american_scientific_journal-2581	57	30	as	as	SCONJ
american_scientific_journal-2581	57	31	given	give	VERB
american_scientific_journal-2581	57	32	in	in	ADP
american_scientific_journal-2581	57	33	eq.(4	eq.(4	ADJ
american_scientific_journal-2581	57	34	)	)	PUNCT
american_scientific_journal-2581	57	35	,	,	PUNCT
american_scientific_journal-2581	57	36	and	and	CCONJ
american_scientific_journal-2581	57	37	hence	hence	ADV
american_scientific_journal-2581	57	38	,	,	PUNCT
american_scientific_journal-2581	57	39	the	the	DET
american_scientific_journal-2581	57	40	whittle	whittle	NOUN
american_scientific_journal-2581	57	41	approximation	approximation	NOUN
american_scientific_journal-2581	57	42	can	can	AUX
american_scientific_journal-2581	57	43	not	not	PART
american_scientific_journal-2581	57	44	be	be	AUX
american_scientific_journal-2581	57	45	applied	apply	VERB
american_scientific_journal-2581	57	46	straightaway	straightaway	ADV
american_scientific_journal-2581	57	47	.	.	PUNCT
american_scientific_journal-2581	58	1	based	base	VERB
american_scientific_journal-2581	58	2	on	on	ADP
american_scientific_journal-2581	58	3	bivariate	bivariate	ADJ
american_scientific_journal-2581	58	4	expected	expect	VERB
american_scientific_journal-2581	58	5	values	value	NOUN
american_scientific_journal-2581	58	6	and	and	CCONJ
american_scientific_journal-2581	58	7	the	the	DET
american_scientific_journal-2581	58	8	initial	initial	ADJ
american_scientific_journal-2581	58	9	parameter	parameter	NOUN
american_scientific_journal-2581	58	10	estimates	estimate	NOUN
american_scientific_journal-2581	58	11	of	of	ADP
american_scientific_journal-2581	58	12	the	the	DET
american_scientific_journal-2581	58	13	lmsv	lmsv	PROPN
american_scientific_journal-2581	58	14	model	model	NOUN
american_scientific_journal-2581	58	15	on	on	ADP
american_scientific_journal-2581	58	16	log(𝑟𝑟𝑡𝑡2	log(𝑟𝑟𝑡𝑡2	NOUN
american_scientific_journal-2581	58	17	)	)	PUNCT
american_scientific_journal-2581	58	18	,	,	PUNCT
american_scientific_journal-2581	58	19	the	the	DET
american_scientific_journal-2581	58	20	authors	author	NOUN
american_scientific_journal-2581	58	21	suggested	suggest	VERB
american_scientific_journal-2581	58	22	that	that	SCONJ
american_scientific_journal-2581	58	23	the	the	DET
american_scientific_journal-2581	58	24	spectral	spectral	ADJ
american_scientific_journal-2581	58	25	density	density	NOUN
american_scientific_journal-2581	58	26	of	of	ADP
american_scientific_journal-2581	58	27	|𝑟𝑟𝑡𝑡|𝑐𝑐	|𝑟𝑟𝑡𝑡|𝑐𝑐	NOUN
american_scientific_journal-2581	58	28	is	be	AUX
american_scientific_journal-2581	58	29	to	to	PART
american_scientific_journal-2581	58	30	be	be	AUX
american_scientific_journal-2581	58	31	estimated	estimate	VERB
american_scientific_journal-2581	58	32	from	from	ADP
american_scientific_journal-2581	58	33	its	its	PRON
american_scientific_journal-2581	58	34	auto	auto	NOUN
american_scientific_journal-2581	58	35	-	-	PUNCT
american_scientific_journal-2581	58	36	covariance	covariance	NOUN
american_scientific_journal-2581	58	37	function	function	NOUN
american_scientific_journal-2581	58	38	via	via	ADP
american_scientific_journal-2581	58	39	fourier	fourier	NOUN
american_scientific_journal-2581	58	40	transform	transform	NOUN
american_scientific_journal-2581	58	41	.	.	PUNCT
american_scientific_journal-2581	59	1	subsequently	subsequently	ADV
american_scientific_journal-2581	59	2	,	,	PUNCT
american_scientific_journal-2581	59	3	the	the	DET
american_scientific_journal-2581	59	4	fdqml	fdqml	NOUN
american_scientific_journal-2581	59	5	estimation	estimation	NOUN
american_scientific_journal-2581	59	6	for	for	ADP
american_scientific_journal-2581	59	7	series	series	NOUN
american_scientific_journal-2581	59	8	|𝑟𝑟𝑡𝑡|𝑐𝑐	|𝑟𝑟𝑡𝑡|𝑐𝑐	PROPN
american_scientific_journal-2581	59	9	is	be	AUX
american_scientific_journal-2581	59	10	done	do	VERB
american_scientific_journal-2581	59	11	by	by	ADP
american_scientific_journal-2581	59	12	using	use	VERB
american_scientific_journal-2581	59	13	the	the	DET
american_scientific_journal-2581	59	14	whittle	whittle	NOUN
american_scientific_journal-2581	59	15	likelihood	likelihood	NOUN
american_scientific_journal-2581	59	16	in	in	ADP
american_scientific_journal-2581	59	17	eq	eq	ADP
american_scientific_journal-2581	59	18	.	.	PUNCT
american_scientific_journal-2581	60	1	(	(	PUNCT
american_scientific_journal-2581	60	2	5	5	NUM
american_scientific_journal-2581	60	3	)	)	PUNCT
american_scientific_journal-2581	60	4	,	,	PUNCT
american_scientific_journal-2581	60	5	with	with	ADP
american_scientific_journal-2581	60	6	𝑓𝑓	𝑓𝑓	NOUN
american_scientific_journal-2581	60	7	and	and	CCONJ
american_scientific_journal-2581	60	8	𝐼𝐼	𝐼𝐼	PROPN
american_scientific_journal-2581	60	9	being	be	AUX
american_scientific_journal-2581	60	10	the	the	DET
american_scientific_journal-2581	60	11	spectral	spectral	ADJ
american_scientific_journal-2581	60	12	density	density	NOUN
american_scientific_journal-2581	60	13	and	and	CCONJ
american_scientific_journal-2581	60	14	the	the	DET
american_scientific_journal-2581	60	15	periodogram	periodogram	NOUN
american_scientific_journal-2581	60	16	of	of	ADP
american_scientific_journal-2581	60	17	|𝑟𝑟𝑡𝑡|𝑐𝑐	|𝑟𝑟𝑡𝑡|𝑐𝑐	NOUN
american_scientific_journal-2581	60	18	respectively	respectively	ADV
american_scientific_journal-2581	60	19	.	.	PUNCT
american_scientific_journal-2581	61	1	once	once	SCONJ
american_scientific_journal-2581	61	2	the	the	DET
american_scientific_journal-2581	61	3	parameters	parameter	NOUN
american_scientific_journal-2581	61	4	are	be	AUX
american_scientific_journal-2581	61	5	estimated	estimate	VERB
american_scientific_journal-2581	61	6	,	,	PUNCT
american_scientific_journal-2581	61	7	the	the	DET
american_scientific_journal-2581	61	8	one	one	NUM
american_scientific_journal-2581	61	9	-	-	PUNCT
american_scientific_journal-2581	61	10	step	step	NOUN
american_scientific_journal-2581	61	11	ahead	ahead	ADV
american_scientific_journal-2581	61	12	realized	realize	VERB
american_scientific_journal-2581	61	13	volatility	volatility	NOUN
american_scientific_journal-2581	61	14	forecast	forecast	NOUN
american_scientific_journal-2581	61	15	can	can	AUX
american_scientific_journal-2581	61	16	be	be	AUX
american_scientific_journal-2581	61	17	computed	compute	VERB
american_scientific_journal-2581	61	18	based	base	VERB
american_scientific_journal-2581	61	19	on	on	ADP
american_scientific_journal-2581	61	20	the	the	DET
american_scientific_journal-2581	61	21	best	good	ADJ
american_scientific_journal-2581	61	22	linear	linear	ADJ
american_scientific_journal-2581	61	23	predictor	predictor	NOUN
american_scientific_journal-2581	61	24	below	below	ADV
american_scientific_journal-2581	61	25	.	.	PUNCT
american_scientific_journal-2581	62	1	e	e	X
american_scientific_journal-2581	62	2	�	�	PROPN
american_scientific_journal-2581	62	3	rn+12	rn+12	PART
american_scientific_journal-2581	62	4	−	−	PROPN
american_scientific_journal-2581	62	5	µr,2	µr,2	PROPN
american_scientific_journal-2581	62	6	−	−	PROPN
american_scientific_journal-2581	62	7	�	�	PROPN
american_scientific_journal-2581	62	8	aj	aj	PROPN
american_scientific_journal-2581	62	9	∗	∗	PROPN
american_scientific_journal-2581	62	10	�	�	PROPN
american_scientific_journal-2581	62	11	�	�	PROPN
american_scientific_journal-2581	62	12	rn−j	rn−j	PROPN
american_scientific_journal-2581	62	13	�	�	PROPN
american_scientific_journal-2581	62	14	c	c	NOUN
american_scientific_journal-2581	62	15	−	−	NOUN
american_scientific_journal-2581	62	16	µr	µr	ADP
american_scientific_journal-2581	62	17	,	,	PUNCT
american_scientific_journal-2581	62	18	c	c	PROPN
american_scientific_journal-2581	62	19	�	�	PROPN
american_scientific_journal-2581	62	20	n−1	n−1	PROPN
american_scientific_journal-2581	62	21	j=0	j=0	PROPN
american_scientific_journal-2581	62	22	�	�	PROPN
american_scientific_journal-2581	62	23	2	2	NUM
american_scientific_journal-2581	62	24	(	(	PUNCT
american_scientific_journal-2581	62	25	6	6	NUM
american_scientific_journal-2581	62	26	)	)	PUNCT
american_scientific_journal-2581	62	27	where	where	SCONJ
american_scientific_journal-2581	62	28	𝜇𝜇𝑟𝑟,2	𝜇𝜇𝑟𝑟,2	NOUN
american_scientific_journal-2581	62	29	=	=	SYM
american_scientific_journal-2581	62	30	𝐸𝐸(𝑟𝑟𝑡𝑡2	𝐸𝐸(𝑟𝑟𝑡𝑡2	NOUN
american_scientific_journal-2581	62	31	)	)	PUNCT
american_scientific_journal-2581	62	32	,	,	PUNCT
american_scientific_journal-2581	62	33	𝜇𝜇𝑟𝑟,𝑐𝑐	𝜇𝜇𝑟𝑟,𝑐𝑐	X
american_scientific_journal-2581	63	1	=	=	PUNCT
american_scientific_journal-2581	63	2	𝐸𝐸(|𝑟𝑟𝑡𝑡|𝑐𝑐	𝐸𝐸(|𝑟𝑟𝑡𝑡|𝑐𝑐	ADJ
american_scientific_journal-2581	63	3	)	)	PUNCT
american_scientific_journal-2581	63	4	,	,	PUNCT
american_scientific_journal-2581	63	5	and	and	CCONJ
american_scientific_journal-2581	63	6	the	the	DET
american_scientific_journal-2581	63	7	coefficients	coefficient	NOUN
american_scientific_journal-2581	63	8	𝐴𝐴𝑗𝑗	𝐴𝐴𝑗𝑗	PRON
american_scientific_journal-2581	63	9	are	be	AUX
american_scientific_journal-2581	63	10	the	the	DET
american_scientific_journal-2581	63	11	solution	solution	NOUN
american_scientific_journal-2581	63	12	set	set	VERB
american_scientific_journal-2581	63	13	of	of	ADP
american_scientific_journal-2581	63	14	the	the	DET
american_scientific_journal-2581	63	15	linear	linear	ADJ
american_scientific_journal-2581	63	16	equations	equation	NOUN
american_scientific_journal-2581	63	17	given	give	VERB
american_scientific_journal-2581	63	18	by	by	ADP
american_scientific_journal-2581	63	19	𝐄𝐄𝐂𝐂𝐀𝐀	𝐄𝐄𝐂𝐂𝐀𝐀	PROPN
american_scientific_journal-2581	63	20	=	=	SYM
american_scientific_journal-2581	63	21	γ2,c,1	γ2,c,1	PROPN
american_scientific_journal-2581	63	22	(	(	PUNCT
american_scientific_journal-2581	63	23	7	7	NUM
american_scientific_journal-2581	63	24	)	)	PUNCT
american_scientific_journal-2581	64	1	where	where	SCONJ
american_scientific_journal-2581	64	2	𝑬𝑬𝒄𝒄	𝑬𝑬𝒄𝒄	PROPN
american_scientific_journal-2581	64	3	=	=	SYM
american_scientific_journal-2581	64	4	𝑐𝑐𝑐𝑐𝑐𝑐(|𝑟𝑟𝑛𝑛|𝑐𝑐	𝑐𝑐𝑐𝑐𝑐𝑐(|𝑟𝑟𝑛𝑛|𝑐𝑐	PRON
american_scientific_journal-2581	64	5	,	,	PUNCT
american_scientific_journal-2581	64	6	⋯	⋯	NOUN
american_scientific_journal-2581	64	7	,	,	PUNCT
american_scientific_journal-2581	64	8	|𝑟𝑟1|𝑐𝑐	|𝑟𝑟1|𝑐𝑐	NOUN
american_scientific_journal-2581	64	9	)	)	PUNCT
american_scientific_journal-2581	64	10	,	,	PUNCT
american_scientific_journal-2581	64	11	𝛾𝛾2,𝑐𝑐,1	𝛾𝛾2,𝑐𝑐,1	PROPN
american_scientific_journal-2581	64	12	=	=	PUNCT
american_scientific_journal-2581	65	1	[	[	X
american_scientific_journal-2581	65	2	𝑐𝑐𝑐𝑐𝑐𝑐(𝑟𝑟𝑛𝑛+12	𝑐𝑐𝑐𝑐𝑐𝑐(𝑟𝑟𝑛𝑛+12	PROPN
american_scientific_journal-2581	65	3	,	,	PUNCT
american_scientific_journal-2581	65	4	|𝑟𝑟𝑛𝑛|𝑐𝑐),⋯	|𝑟𝑟𝑛𝑛|𝑐𝑐),⋯	PROPN
american_scientific_journal-2581	65	5	,	,	PUNCT
american_scientific_journal-2581	65	6	𝑐𝑐𝑐𝑐𝑐𝑐(𝑟𝑟𝑛𝑛+12	𝑐𝑐𝑐𝑐𝑐𝑐(𝑟𝑟𝑛𝑛+12	PROPN
american_scientific_journal-2581	65	7	,	,	PUNCT
american_scientific_journal-2581	65	8	|𝑟𝑟1|𝑐𝑐)]′	|𝑟𝑟1|𝑐𝑐)]′	NOUN
american_scientific_journal-2581	65	9	,	,	PUNCT
american_scientific_journal-2581	65	10	and	and	CCONJ
american_scientific_journal-2581	65	11	𝑨𝑨	𝑨𝑨	PROPN
american_scientific_journal-2581	65	12	=	=	SYM
american_scientific_journal-2581	65	13	(	(	PUNCT
american_scientific_journal-2581	65	14	𝐴𝐴0,⋯	𝐴𝐴0,⋯	X
american_scientific_journal-2581	65	15	,	,	PUNCT
american_scientific_journal-2581	65	16	𝐴𝐴𝑛𝑛−1	𝐴𝐴𝑛𝑛−1	PROPN
american_scientific_journal-2581	65	17	)	)	PUNCT
american_scientific_journal-2581	65	18	′.	′.	NOUN
american_scientific_journal-2581	65	19	the	the	DET
american_scientific_journal-2581	65	20	entries	entry	NOUN
american_scientific_journal-2581	65	21	of	of	ADP
american_scientific_journal-2581	65	22	𝑬𝑬𝒄𝒄	𝑬𝑬𝒄𝒄	PROPN
american_scientific_journal-2581	65	23	and	and	CCONJ
american_scientific_journal-2581	65	24	𝛾𝛾2,𝑐𝑐,1	𝛾𝛾2,𝑐𝑐,1	PROPN
american_scientific_journal-2581	65	25	are	be	AUX
american_scientific_journal-2581	65	26	obtained	obtain	VERB
american_scientific_journal-2581	65	27	using	use	VERB
american_scientific_journal-2581	65	28	bivariate	bivariate	ADJ
american_scientific_journal-2581	65	29	expected	expect	VERB
american_scientific_journal-2581	65	30	values	value	NOUN
american_scientific_journal-2581	65	31	that	that	PRON
american_scientific_journal-2581	65	32	rely	rely	VERB
american_scientific_journal-2581	65	33	on	on	ADP
american_scientific_journal-2581	65	34	the	the	DET
american_scientific_journal-2581	65	35	parameters	parameter	NOUN
american_scientific_journal-2581	65	36	of	of	ADP
american_scientific_journal-2581	65	37	the	the	DET
american_scientific_journal-2581	65	38	lmsv	lmsv	PROPN
american_scientific_journal-2581	65	39	model	model	NOUN
american_scientific_journal-2581	65	40	on	on	ADP
american_scientific_journal-2581	65	41	|𝑟𝑟𝑡𝑡|𝑐𝑐.	|𝑟𝑟𝑡𝑡|𝑐𝑐.	NOUN
american_scientific_journal-2581	65	42	the	the	DET
american_scientific_journal-2581	65	43	best	good	ADJ
american_scientific_journal-2581	65	44	one	one	NUM
american_scientific_journal-2581	65	45	-	-	PUNCT
american_scientific_journal-2581	65	46	step	step	NOUN
american_scientific_journal-2581	65	47	ahead	ahead	ADV
american_scientific_journal-2581	65	48	linear	linear	PROPN
american_scientific_journal-2581	65	49	predictor	predictor	NOUN
american_scientific_journal-2581	65	50	of	of	ADP
american_scientific_journal-2581	65	51	𝑟𝑟𝑛𝑛+12	𝑟𝑟𝑛𝑛+12	NUM
american_scientific_journal-2581	65	52	is	be	AUX
american_scientific_journal-2581	65	53	then	then	ADV
american_scientific_journal-2581	65	54	given	give	VERB
american_scientific_journal-2581	65	55	by	by	ADP
american_scientific_journal-2581	65	56	r	r	NOUN
american_scientific_journal-2581	65	57	�	�	NOUN
american_scientific_journal-2581	65	58	n+12	n+12	NOUN
american_scientific_journal-2581	65	59	=	=	SYM
american_scientific_journal-2581	65	60	µr,2	µr,2	PROPN
american_scientific_journal-2581	65	61	+	+	CCONJ
american_scientific_journal-2581	65	62	�	�	PROPN
american_scientific_journal-2581	65	63	aj	aj	PROPN
american_scientific_journal-2581	65	64	∗	∗	PROPN
american_scientific_journal-2581	65	65	�	�	PROPN
american_scientific_journal-2581	65	66	�	�	PROPN
american_scientific_journal-2581	65	67	rn−j	rn−j	PROPN
american_scientific_journal-2581	65	68	�	�	PROPN
american_scientific_journal-2581	65	69	c	c	NOUN
american_scientific_journal-2581	65	70	−	−	NOUN
american_scientific_journal-2581	65	71	µr	µr	ADP
american_scientific_journal-2581	65	72	,	,	PUNCT
american_scientific_journal-2581	65	73	c	c	PROPN
american_scientific_journal-2581	65	74	�	�	PROPN
american_scientific_journal-2581	65	75	n−1	n−1	PROPN
american_scientific_journal-2581	65	76	j=0	j=0	PROPN
american_scientific_journal-2581	65	77	(	(	PUNCT
american_scientific_journal-2581	65	78	8)	8)	NUM
american_scientific_journal-2581	65	79	deo	deo	NOUN
american_scientific_journal-2581	65	80	and	and	CCONJ
american_scientific_journal-2581	65	81	his	his	PRON
american_scientific_journal-2581	65	82	colleagues	colleague	NOUN
american_scientific_journal-2581	65	83	[	[	X
american_scientific_journal-2581	65	84	10	10	NUM
american_scientific_journal-2581	65	85	]	]	PUNCT
american_scientific_journal-2581	65	86	labelled	label	VERB
american_scientific_journal-2581	65	87	such	such	ADJ
american_scientific_journal-2581	65	88	method	method	NOUN
american_scientific_journal-2581	65	89	as	as	ADP
american_scientific_journal-2581	65	90	lmsv2	lmsv2	PROPN
american_scientific_journal-2581	65	91	,	,	PUNCT
american_scientific_journal-2581	65	92	and	and	CCONJ
american_scientific_journal-2581	65	93	they	they	PRON
american_scientific_journal-2581	65	94	explained	explain	VERB
american_scientific_journal-2581	65	95	that	that	SCONJ
american_scientific_journal-2581	65	96	the	the	DET
american_scientific_journal-2581	65	97	forecast	forecast	NOUN
american_scientific_journal-2581	65	98	of	of	ADP
american_scientific_journal-2581	65	99	the	the	DET
american_scientific_journal-2581	65	100	squared	square	VERB
american_scientific_journal-2581	65	101	american	american	PROPN
american_scientific_journal-2581	65	102	scientific	scientific	ADJ
american_scientific_journal-2581	65	103	research	research	NOUN
american_scientific_journal-2581	65	104	journal	journal	NOUN
american_scientific_journal-2581	65	105	for	for	ADP
american_scientific_journal-2581	65	106	engineering	engineering	NOUN
american_scientific_journal-2581	65	107	,	,	PUNCT
american_scientific_journal-2581	65	108	technology	technology	NOUN
american_scientific_journal-2581	65	109	,	,	PUNCT
american_scientific_journal-2581	65	110	and	and	CCONJ
american_scientific_journal-2581	65	111	sciences	science	NOUN
american_scientific_journal-2581	65	112	(	(	PUNCT
american_scientific_journal-2581	65	113	asrjets	asrjet	NOUN
american_scientific_journal-2581	65	114	)	)	PUNCT
american_scientific_journal-2581	65	115	(	(	PUNCT
american_scientific_journal-2581	65	116	2017	2017	NUM
american_scientific_journal-2581	65	117	)	)	PUNCT
american_scientific_journal-2581	65	118	volume	volume	NOUN
american_scientific_journal-2581	65	119	27	27	NUM
american_scientific_journal-2581	65	120	,	,	PUNCT
american_scientific_journal-2581	65	121	no	no	DET
american_scientific_journal-2581	65	122	1	1	NUM
american_scientific_journal-2581	65	123	,	,	PUNCT
american_scientific_journal-2581	65	124	pp	pp	ADV
american_scientific_journal-2581	65	125	213	213	NUM
american_scientific_journal-2581	65	126	-	-	SYM
american_scientific_journal-2581	65	127	233	233	NUM
american_scientific_journal-2581	65	128	217	217	NUM
american_scientific_journal-2581	65	129	returns	return	NOUN
american_scientific_journal-2581	65	130	�	�	NOUN
american_scientific_journal-2581	65	131	̂	̂	NOUN
american_scientific_journal-2581	65	132	�	�	NOUN
american_scientific_journal-2581	65	133	𝑟𝑛𝑛+12	𝑟𝑛𝑛+12	PUNCT
american_scientific_journal-2581	65	134	using	use	VERB
american_scientific_journal-2581	65	135	eq.(8	eq.(8	ADV
american_scientific_journal-2581	65	136	)	)	PUNCT
american_scientific_journal-2581	65	137	may	may	AUX
american_scientific_journal-2581	65	138	not	not	PART
american_scientific_journal-2581	65	139	be	be	AUX
american_scientific_journal-2581	65	140	optimal	optimal	ADJ
american_scientific_journal-2581	65	141	as	as	SCONJ
american_scientific_journal-2581	65	142	squared	squared	ADJ
american_scientific_journal-2581	65	143	returns	return	NOUN
american_scientific_journal-2581	65	144	are	be	AUX
american_scientific_journal-2581	65	145	not	not	PART
american_scientific_journal-2581	65	146	gaussian	gaussian	ADJ
american_scientific_journal-2581	65	147	.	.	PUNCT
american_scientific_journal-2581	66	1	they	they	PRON
american_scientific_journal-2581	66	2	proposed	propose	VERB
american_scientific_journal-2581	66	3	another	another	DET
american_scientific_journal-2581	66	4	method	method	NOUN
american_scientific_journal-2581	66	5	,	,	PUNCT
american_scientific_journal-2581	66	6	called	call	VERB
american_scientific_journal-2581	66	7	lmsvc	lmsvc	NOUN
american_scientific_journal-2581	66	8	to	to	PART
american_scientific_journal-2581	66	9	counter	counter	VERB
american_scientific_journal-2581	66	10	this	this	DET
american_scientific_journal-2581	66	11	problem	problem	NOUN
american_scientific_journal-2581	66	12	.	.	PUNCT
american_scientific_journal-2581	67	1	lmsvc	lmsvc	PROPN
american_scientific_journal-2581	67	2	is	be	AUX
american_scientific_journal-2581	67	3	different	different	ADJ
american_scientific_journal-2581	67	4	from	from	ADP
american_scientific_journal-2581	67	5	lmsv2	lmsv2	PROPN
american_scientific_journal-2581	67	6	such	such	ADJ
american_scientific_journal-2581	67	7	that	that	SCONJ
american_scientific_journal-2581	67	8	the	the	DET
american_scientific_journal-2581	67	9	best	good	ADJ
american_scientific_journal-2581	67	10	linear	linear	ADJ
american_scientific_journal-2581	67	11	forecast	forecast	NOUN
american_scientific_journal-2581	67	12	,	,	PUNCT
american_scientific_journal-2581	67	13	say	say	VERB
american_scientific_journal-2581	67	14	|	|	ADV
american_scientific_journal-2581	67	15	�	�	PROPN
american_scientific_journal-2581	67	16	̂	̂	NOUN
american_scientific_journal-2581	67	17	�	�	NOUN
american_scientific_journal-2581	67	18	𝑟𝑛𝑛+1|𝑐𝑐	𝑟𝑛𝑛+1|𝑐𝑐	NOUN
american_scientific_journal-2581	67	19	,	,	PUNCT
american_scientific_journal-2581	67	20	of	of	ADP
american_scientific_journal-2581	67	21	|𝑟𝑟𝑛𝑛+1|𝑐𝑐	|𝑟𝑟𝑛𝑛+1|𝑐𝑐	PROPN
american_scientific_journal-2581	67	22	is	be	AUX
american_scientific_journal-2581	67	23	predicted	predict	VERB
american_scientific_journal-2581	67	24	based	base	VERB
american_scientific_journal-2581	67	25	on	on	ADP
american_scientific_journal-2581	67	26	|𝑟𝑟𝑛𝑛|𝑐𝑐	|𝑟𝑟𝑛𝑛|𝑐𝑐	NOUN
american_scientific_journal-2581	67	27	,	,	PUNCT
american_scientific_journal-2581	67	28	…	…	PUNCT
american_scientific_journal-2581	67	29	,	,	PUNCT
american_scientific_journal-2581	67	30	|𝑟𝑟1|𝑐𝑐.	|𝑟𝑟1|𝑐𝑐.	PUNCT
american_scientific_journal-2581	67	31	the	the	DET
american_scientific_journal-2581	67	32	forecast	forecast	NOUN
american_scientific_journal-2581	67	33	of	of	ADP
american_scientific_journal-2581	67	34	𝑟𝑟𝑛𝑛+12	𝑟𝑟𝑛𝑛+12	PROPN
american_scientific_journal-2581	67	35	is	be	AUX
american_scientific_journal-2581	67	36	obtained	obtain	VERB
american_scientific_journal-2581	67	37	by	by	ADP
american_scientific_journal-2581	67	38	using	use	VERB
american_scientific_journal-2581	67	39	power	power	NOUN
american_scientific_journal-2581	67	40	transformation	transformation	NOUN
american_scientific_journal-2581	67	41	�	�	PROPN
american_scientific_journal-2581	67	42	̂	̂	NOUN
american_scientific_journal-2581	67	43	�	�	NOUN
american_scientific_journal-2581	67	44	𝑟𝑛𝑛+12	𝑟𝑛𝑛+12	NUM
american_scientific_journal-2581	67	45	=	=	SYM
american_scientific_journal-2581	67	46	𝐸𝐸	𝐸𝐸	PROPN
american_scientific_journal-2581	67	47	�	�	PROPN
american_scientific_journal-2581	67	48	|𝑋𝑋|	|𝑋𝑋|	PROPN
american_scientific_journal-2581	67	49	2	2	NUM
american_scientific_journal-2581	67	50	𝑐𝑐	𝑐𝑐	PROPN
american_scientific_journal-2581	67	51	�	�	PROPN
american_scientific_journal-2581	67	52	,	,	PUNCT
american_scientific_journal-2581	67	53	where	where	SCONJ
american_scientific_journal-2581	67	54	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-2581	67	55	is	be	AUX
american_scientific_journal-2581	67	56	a	a	DET
american_scientific_journal-2581	67	57	normal	normal	ADJ
american_scientific_journal-2581	67	58	random	random	ADJ
american_scientific_journal-2581	67	59	variable	variable	NOUN
american_scientific_journal-2581	67	60	with	with	ADP
american_scientific_journal-2581	67	61	mean	mean	VERB
american_scientific_journal-2581	67	62	|	|	NUM
american_scientific_journal-2581	67	63	�	�	NOUN
american_scientific_journal-2581	67	64	̂	̂	NOUN
american_scientific_journal-2581	67	65	�	�	NOUN
american_scientific_journal-2581	67	66	𝑟𝑛𝑛+1|𝑐𝑐	𝑟𝑛𝑛+1|𝑐𝑐	NOUN
american_scientific_journal-2581	67	67	and	and	CCONJ
american_scientific_journal-2581	67	68	variance	variance	NOUN
american_scientific_journal-2581	67	69	𝜎𝜎𝑐𝑐,1	𝜎𝜎𝑐𝑐,1	NOUN
american_scientific_journal-2581	67	70	2	2	NUM
american_scientific_journal-2581	67	71	=	=	SYM
american_scientific_journal-2581	67	72	𝐸𝐸(|𝑟𝑟𝑛𝑛+1|𝑐𝑐	𝐸𝐸(|𝑟𝑟𝑛𝑛+1|𝑐𝑐	NOUN
american_scientific_journal-2581	67	73	−	−	PROPN
american_scientific_journal-2581	67	74	|	|	NOUN
american_scientific_journal-2581	67	75	�	�	PROPN
american_scientific_journal-2581	67	76	̂	̂	NOUN
american_scientific_journal-2581	67	77	�	�	NOUN
american_scientific_journal-2581	67	78	𝑟𝑛𝑛+1|𝑐𝑐)2	𝑟𝑛𝑛+1|𝑐𝑐)2	PROPN
american_scientific_journal-2581	67	79	.	.	PUNCT
american_scientific_journal-2581	68	1	assume	assume	VERB
american_scientific_journal-2581	68	2	that	that	SCONJ
american_scientific_journal-2581	68	3	a	a	DET
american_scientific_journal-2581	68	4	high	high	ADJ
american_scientific_journal-2581	68	5	-	-	PUNCT
american_scientific_journal-2581	68	6	frequency	frequency	NOUN
american_scientific_journal-2581	68	7	data	datum	NOUN
american_scientific_journal-2581	68	8	set	set	NOUN
american_scientific_journal-2581	68	9	contains	contain	VERB
american_scientific_journal-2581	68	10	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	68	11	intra	intra	ADJ
american_scientific_journal-2581	68	12	-	-	ADJ
american_scientific_journal-2581	68	13	day	day	NOUN
american_scientific_journal-2581	68	14	returns	return	NOUN
american_scientific_journal-2581	68	15	in	in	ADP
american_scientific_journal-2581	68	16	a	a	DET
american_scientific_journal-2581	68	17	trading	trading	NOUN
american_scientific_journal-2581	68	18	day	day	NOUN
american_scientific_journal-2581	68	19	such	such	ADJ
american_scientific_journal-2581	68	20	that	that	SCONJ
american_scientific_journal-2581	68	21	the	the	DET
american_scientific_journal-2581	68	22	forecast	forecast	NOUN
american_scientific_journal-2581	68	23	of	of	ADP
american_scientific_journal-2581	68	24	the	the	DET
american_scientific_journal-2581	68	25	rv	rv	PROPN
american_scientific_journal-2581	68	26	for	for	ADP
american_scientific_journal-2581	68	27	the	the	DET
american_scientific_journal-2581	68	28	next	next	ADJ
american_scientific_journal-2581	68	29	trading	trading	NOUN
american_scientific_journal-2581	68	30	day	day	NOUN
american_scientific_journal-2581	68	31	depends	depend	VERB
american_scientific_journal-2581	68	32	on	on	ADP
american_scientific_journal-2581	68	33	the	the	DET
american_scientific_journal-2581	68	34	forecasts	forecast	NOUN
american_scientific_journal-2581	68	35	{	{	PUNCT
american_scientific_journal-2581	68	36	�	�	PROPN
american_scientific_journal-2581	68	37	̂	̂	NOUN
american_scientific_journal-2581	68	38	�	�	NOUN
american_scientific_journal-2581	68	39	𝑟𝑛𝑛+12	𝑟𝑛𝑛+12	NUM
american_scientific_journal-2581	68	40	,	,	PUNCT
american_scientific_journal-2581	68	41	⋯	⋯	PROPN
american_scientific_journal-2581	68	42	,	,	PUNCT
american_scientific_journal-2581	68	43	�	�	PROPN
american_scientific_journal-2581	68	44	̂	̂	NOUN
american_scientific_journal-2581	68	45	�	�	NOUN
american_scientific_journal-2581	68	46	𝑟𝑛𝑛+𝑚𝑚2	𝑟𝑛𝑛+𝑚𝑚2	NOUN
american_scientific_journal-2581	68	47	}	}	PUNCT
american_scientific_journal-2581	68	48	.	.	PUNCT
american_scientific_journal-2581	69	1	these	these	DET
american_scientific_journal-2581	69	2	squared	square	VERB
american_scientific_journal-2581	69	3	return	return	NOUN
american_scientific_journal-2581	69	4	forecasts	forecast	NOUN
american_scientific_journal-2581	69	5	are	be	AUX
american_scientific_journal-2581	69	6	obtained	obtain	VERB
american_scientific_journal-2581	69	7	by	by	ADP
american_scientific_journal-2581	69	8	repeating	repeat	VERB
american_scientific_journal-2581	69	9	eq.(8	eq.(8	ADV
american_scientific_journal-2581	69	10	)	)	PUNCT
american_scientific_journal-2581	69	11	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	69	12	times	time	NOUN
american_scientific_journal-2581	69	13	,	,	PUNCT
american_scientific_journal-2581	69	14	of	of	ADP
american_scientific_journal-2581	69	15	which	which	PRON
american_scientific_journal-2581	69	16	in	in	ADP
american_scientific_journal-2581	69	17	each	each	DET
american_scientific_journal-2581	69	18	iteration-𝑖𝑖	iteration-𝑖𝑖	NOUN
american_scientific_journal-2581	69	19	,	,	PUNCT
american_scientific_journal-2581	69	20	𝑖𝑖	𝑖𝑖	X
american_scientific_journal-2581	69	21	=	=	SYM
american_scientific_journal-2581	69	22	2	2	NUM
american_scientific_journal-2581	69	23	,	,	PUNCT
american_scientific_journal-2581	69	24	…	…	PUNCT
american_scientific_journal-2581	69	25	,	,	PUNCT
american_scientific_journal-2581	69	26	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	69	27	,	,	PUNCT
american_scientific_journal-2581	69	28	the	the	DET
american_scientific_journal-2581	69	29	most	most	ADV
american_scientific_journal-2581	69	30	recent	recent	ADJ
american_scientific_journal-2581	69	31	past	past	ADJ
american_scientific_journal-2581	69	32	observation	observation	NOUN
american_scientific_journal-2581	69	33	|𝑟𝑟𝑛𝑛+𝑖𝑖−1|𝑐𝑐	|𝑟𝑟𝑛𝑛+𝑖𝑖−1|𝑐𝑐	NOUN
american_scientific_journal-2581	69	34	is	be	AUX
american_scientific_journal-2581	69	35	updated	update	VERB
american_scientific_journal-2581	69	36	with	with	ADP
american_scientific_journal-2581	69	37	the	the	DET
american_scientific_journal-2581	69	38	forecast	forecast	NOUN
american_scientific_journal-2581	69	39	that	that	PRON
american_scientific_journal-2581	69	40	has	have	AUX
american_scientific_journal-2581	69	41	just	just	ADV
american_scientific_journal-2581	69	42	been	be	AUX
american_scientific_journal-2581	69	43	generated	generate	VERB
american_scientific_journal-2581	69	44	|	|	ADV
american_scientific_journal-2581	69	45	�	�	NOUN
american_scientific_journal-2581	69	46	̂	̂	NOUN
american_scientific_journal-2581	69	47	�	�	NOUN
american_scientific_journal-2581	69	48	𝑟𝑛𝑛+𝑖𝑖−1|𝑐𝑐	𝑟𝑛𝑛+𝑖𝑖−1|𝑐𝑐	NOUN
american_scientific_journal-2581	69	49	.	.	PUNCT
american_scientific_journal-2581	70	1	subsequently	subsequently	ADV
american_scientific_journal-2581	70	2	,	,	PUNCT
american_scientific_journal-2581	70	3	the	the	DET
american_scientific_journal-2581	70	4	forecasts	forecast	NOUN
american_scientific_journal-2581	70	5	of	of	ADP
american_scientific_journal-2581	70	6	squared	square	VERB
american_scientific_journal-2581	70	7	returns	return	NOUN
american_scientific_journal-2581	70	8	are	be	AUX
american_scientific_journal-2581	70	9	re	re	VERB
american_scientific_journal-2581	70	10	-	-	VERB
american_scientific_journal-2581	70	11	seasonalized	seasonalize	VERB
american_scientific_journal-2581	70	12	to	to	PART
american_scientific_journal-2581	70	13	give	give	VERB
american_scientific_journal-2581	70	14	{	{	PUNCT
american_scientific_journal-2581	70	15	𝑅𝑅	𝑅𝑅	PROPN
american_scientific_journal-2581	70	16	�	�	PROPN
american_scientific_journal-2581	70	17	𝑡𝑡2}𝑡𝑡=𝑛𝑛+1𝑛𝑛+𝑚𝑚	𝑡𝑡2}𝑡𝑡=𝑛𝑛+1𝑛𝑛+𝑚𝑚	PROPN
american_scientific_journal-2581	70	18	,	,	PUNCT
american_scientific_journal-2581	70	19	and	and	CCONJ
american_scientific_journal-2581	70	20	the	the	DET
american_scientific_journal-2581	70	21	rv	rv	NOUN
american_scientific_journal-2581	70	22	for	for	ADP
american_scientific_journal-2581	70	23	the	the	DET
american_scientific_journal-2581	70	24	next	next	ADJ
american_scientific_journal-2581	70	25	trading	trading	NOUN
american_scientific_journal-2581	70	26	day	day	NOUN
american_scientific_journal-2581	70	27	is	be	AUX
american_scientific_journal-2581	70	28	predicted	predict	VERB
american_scientific_journal-2581	70	29	as	as	ADP
american_scientific_journal-2581	70	30	the	the	DET
american_scientific_journal-2581	70	31	sum	sum	NOUN
american_scientific_journal-2581	70	32	of	of	ADP
american_scientific_journal-2581	70	33	these	these	PRON
american_scientific_journal-2581	70	34	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	70	35	intra	intra	ADJ
american_scientific_journal-2581	70	36	-	-	ADJ
american_scientific_journal-2581	70	37	day	day	ADJ
american_scientific_journal-2581	70	38	squared	squared	ADJ
american_scientific_journal-2581	70	39	returns	return	NOUN
american_scientific_journal-2581	70	40	𝑅𝑅𝑅𝑅	𝑅𝑅𝑅𝑅	PROPN
american_scientific_journal-2581	70	41	�	�	PROPN
american_scientific_journal-2581	70	42	�	�	PROPN
american_scientific_journal-2581	70	43	𝑛𝑛𝑚𝑚	𝑛𝑛𝑚𝑚	NOUN
american_scientific_journal-2581	70	44	�	�	PROPN
american_scientific_journal-2581	70	45	+1	+1	NOUN
american_scientific_journal-2581	70	46	=	=	PUNCT
american_scientific_journal-2581	70	47	∑	∑	PUNCT
american_scientific_journal-2581	70	48	𝑅𝑅	𝑅𝑅	PROPN
american_scientific_journal-2581	70	49	�	�	PROPN
american_scientific_journal-2581	70	50	𝑡𝑡2𝑛𝑛+𝑚𝑚	𝑡𝑡2𝑛𝑛+𝑚𝑚	NOUN
american_scientific_journal-2581	70	51	𝑡𝑡=𝑛𝑛+1	𝑡𝑡=𝑛𝑛+1	NOUN
american_scientific_journal-2581	70	52	.	.	PUNCT
american_scientific_journal-2581	71	1	despite	despite	SCONJ
american_scientific_journal-2581	71	2	thorough	thorough	ADJ
american_scientific_journal-2581	71	3	considerations	consideration	NOUN
american_scientific_journal-2581	71	4	given	give	VERB
american_scientific_journal-2581	71	5	to	to	ADP
american_scientific_journal-2581	71	6	lmsv	lmsv	PROPN
american_scientific_journal-2581	71	7	model	model	NOUN
american_scientific_journal-2581	71	8	,	,	PUNCT
american_scientific_journal-2581	71	9	it	it	PRON
american_scientific_journal-2581	71	10	is	be	AUX
american_scientific_journal-2581	71	11	outperformed	outperform	VERB
american_scientific_journal-2581	71	12	by	by	ADP
american_scientific_journal-2581	71	13	a	a	DET
american_scientific_journal-2581	71	14	simple	simple	ADJ
american_scientific_journal-2581	71	15	arfima(1,𝑖𝑖,0	arfima(1,𝑖𝑖,0	PROPN
american_scientific_journal-2581	71	16	)	)	PUNCT
american_scientific_journal-2581	71	17	model	model	NOUN
american_scientific_journal-2581	71	18	applied	apply	VERB
american_scientific_journal-2581	71	19	to	to	ADP
american_scientific_journal-2581	71	20	log𝑅𝑅𝑅𝑅	log𝑅𝑅𝑅𝑅	NOUN
american_scientific_journal-2581	71	21	,	,	PUNCT
american_scientific_journal-2581	71	22	especially	especially	ADV
american_scientific_journal-2581	71	23	when	when	SCONJ
american_scientific_journal-2581	71	24	forecasting	forecast	VERB
american_scientific_journal-2581	71	25	over	over	ADP
american_scientific_journal-2581	71	26	a	a	DET
american_scientific_journal-2581	71	27	short	short	ADJ
american_scientific_journal-2581	71	28	horizon	horizon	NOUN
american_scientific_journal-2581	71	29	.	.	PUNCT
american_scientific_journal-2581	72	1	this	this	PRON
american_scientific_journal-2581	72	2	can	can	AUX
american_scientific_journal-2581	72	3	be	be	AUX
american_scientific_journal-2581	72	4	due	due	ADJ
american_scientific_journal-2581	72	5	to	to	ADP
american_scientific_journal-2581	72	6	the	the	DET
american_scientific_journal-2581	72	7	noise	noise	NOUN
american_scientific_journal-2581	72	8	generated	generate	VERB
american_scientific_journal-2581	72	9	when	when	SCONJ
american_scientific_journal-2581	72	10	the	the	DET
american_scientific_journal-2581	72	11	power	power	NOUN
american_scientific_journal-2581	72	12	𝑐𝑐	𝑐𝑐	NOUN
american_scientific_journal-2581	72	13	is	be	AUX
american_scientific_journal-2581	72	14	determined	determine	VERB
american_scientific_journal-2581	72	15	based	base	VERB
american_scientific_journal-2581	72	16	on	on	ADP
american_scientific_journal-2581	72	17	the	the	DET
american_scientific_journal-2581	72	18	initial	initial	ADJ
american_scientific_journal-2581	72	19	parameter	parameter	NOUN
american_scientific_journal-2581	72	20	estimates	estimate	NOUN
american_scientific_journal-2581	72	21	of	of	ADP
american_scientific_journal-2581	72	22	the	the	DET
american_scientific_journal-2581	72	23	lmsv	lmsv	PROPN
american_scientific_journal-2581	72	24	model	model	NOUN
american_scientific_journal-2581	72	25	on	on	ADP
american_scientific_journal-2581	72	26	log(𝑟𝑟𝑡𝑡2	log(𝑟𝑟𝑡𝑡2	NOUN
american_scientific_journal-2581	72	27	)	)	PUNCT
american_scientific_journal-2581	72	28	.	.	PUNCT
american_scientific_journal-2581	73	1	besides	besides	ADV
american_scientific_journal-2581	73	2	,	,	PUNCT
american_scientific_journal-2581	73	3	it	it	PRON
american_scientific_journal-2581	73	4	is	be	AUX
american_scientific_journal-2581	73	5	good	good	ADJ
american_scientific_journal-2581	73	6	to	to	PART
american_scientific_journal-2581	73	7	examine	examine	VERB
american_scientific_journal-2581	73	8	if	if	SCONJ
american_scientific_journal-2581	73	9	there	there	PRON
american_scientific_journal-2581	73	10	is	be	VERB
american_scientific_journal-2581	73	11	other	other	ADJ
american_scientific_journal-2581	73	12	information	information	NOUN
american_scientific_journal-2581	73	13	contained	contain	VERB
american_scientific_journal-2581	73	14	in	in	ADP
american_scientific_journal-2581	73	15	log𝑅𝑅𝑡𝑡2other	log𝑅𝑅𝑡𝑡2other	ADV
american_scientific_journal-2581	73	16	than	than	ADP
american_scientific_journal-2581	73	17	the	the	DET
american_scientific_journal-2581	73	18	time	time	NOUN
american_scientific_journal-2581	73	19	varying	vary	VERB
american_scientific_journal-2581	73	20	seasons	season	NOUN
american_scientific_journal-2581	73	21	so	so	SCONJ
american_scientific_journal-2581	73	22	that	that	SCONJ
american_scientific_journal-2581	73	23	𝑍𝑍𝑡𝑡	𝑍𝑍𝑡𝑡	PROPN
american_scientific_journal-2581	73	24	truly	truly	ADV
american_scientific_journal-2581	73	25	represents	represent	VERB
american_scientific_journal-2581	73	26	a	a	DET
american_scientific_journal-2581	73	27	sum	sum	NOUN
american_scientific_journal-2581	73	28	of	of	ADP
american_scientific_journal-2581	73	29	a	a	DET
american_scientific_journal-2581	73	30	gaussian	gaussian	ADJ
american_scientific_journal-2581	73	31	long	long	ADJ
american_scientific_journal-2581	73	32	-	-	PUNCT
american_scientific_journal-2581	73	33	memory	memory	NOUN
american_scientific_journal-2581	73	34	signal	signal	NOUN
american_scientific_journal-2581	73	35	plus	plus	CCONJ
american_scientific_journal-2581	73	36	a	a	DET
american_scientific_journal-2581	73	37	zero	zero	NUM
american_scientific_journal-2581	73	38	mean	mean	NOUN
american_scientific_journal-2581	73	39	noise	noise	NOUN
american_scientific_journal-2581	73	40	series	series	NOUN
american_scientific_journal-2581	73	41	.	.	PUNCT
american_scientific_journal-2581	74	1	to	to	PART
american_scientific_journal-2581	74	2	address	address	VERB
american_scientific_journal-2581	74	3	these	these	DET
american_scientific_journal-2581	74	4	concerns	concern	NOUN
american_scientific_journal-2581	74	5	,	,	PUNCT
american_scientific_journal-2581	74	6	we	we	PRON
american_scientific_journal-2581	74	7	suggest	suggest	VERB
american_scientific_journal-2581	74	8	the	the	DET
american_scientific_journal-2581	74	9	improvement	improvement	NOUN
american_scientific_journal-2581	74	10	in	in	ADP
american_scientific_journal-2581	74	11	the	the	DET
american_scientific_journal-2581	74	12	following	follow	VERB
american_scientific_journal-2581	74	13	section	section	NOUN
american_scientific_journal-2581	74	14	.	.	PUNCT
american_scientific_journal-2581	75	1	3	3	X
american_scientific_journal-2581	75	2	.	.	NUM
american_scientific_journal-2581	75	3	refined	refine	VERB
american_scientific_journal-2581	75	4	fdqml	fdqml	NOUN
american_scientific_journal-2581	75	5	-	-	PUNCT
american_scientific_journal-2581	75	6	lmsv	lmsv	ADJ
american_scientific_journal-2581	75	7	model	model	NOUN
american_scientific_journal-2581	75	8	besides	besides	SCONJ
american_scientific_journal-2581	75	9	seasonality	seasonality	NOUN
american_scientific_journal-2581	75	10	,	,	PUNCT
american_scientific_journal-2581	75	11	a	a	DET
american_scientific_journal-2581	75	12	financial	financial	ADJ
american_scientific_journal-2581	75	13	time	time	NOUN
american_scientific_journal-2581	75	14	series	series	NOUN
american_scientific_journal-2581	75	15	may	may	AUX
american_scientific_journal-2581	75	16	contain	contain	VERB
american_scientific_journal-2581	75	17	cyclical	cyclical	ADJ
american_scientific_journal-2581	75	18	trend	trend	NOUN
american_scientific_journal-2581	75	19	.	.	PUNCT
american_scientific_journal-2581	76	1	a	a	DET
american_scientific_journal-2581	76	2	graphical	graphical	ADJ
american_scientific_journal-2581	76	3	inspection	inspection	NOUN
american_scientific_journal-2581	76	4	of	of	ADP
american_scientific_journal-2581	76	5	the	the	DET
american_scientific_journal-2581	76	6	time	time	NOUN
american_scientific_journal-2581	76	7	series	series	PROPN
american_scientific_journal-2581	76	8	plot	plot	NOUN
american_scientific_journal-2581	76	9	is	be	AUX
american_scientific_journal-2581	76	10	sufficient	sufficient	ADJ
american_scientific_journal-2581	76	11	to	to	PART
american_scientific_journal-2581	76	12	determine	determine	VERB
american_scientific_journal-2581	76	13	the	the	DET
american_scientific_journal-2581	76	14	number	number	NOUN
american_scientific_journal-2581	76	15	of	of	ADP
american_scientific_journal-2581	76	16	cycles	cycle	NOUN
american_scientific_journal-2581	76	17	per	per	ADP
american_scientific_journal-2581	76	18	period	period	NOUN
american_scientific_journal-2581	76	19	.	.	PUNCT
american_scientific_journal-2581	77	1	similar	similar	ADJ
american_scientific_journal-2581	77	2	to	to	ADP
american_scientific_journal-2581	77	3	the	the	DET
american_scientific_journal-2581	77	4	approach	approach	NOUN
american_scientific_journal-2581	77	5	of	of	ADP
american_scientific_journal-2581	77	6	modelling	model	VERB
american_scientific_journal-2581	77	7	the	the	DET
american_scientific_journal-2581	77	8	cyclical	cyclical	ADJ
american_scientific_journal-2581	77	9	trend	trend	NOUN
american_scientific_journal-2581	77	10	in	in	ADP
american_scientific_journal-2581	77	11	[	[	X
american_scientific_journal-2581	77	12	14	14	NUM
american_scientific_journal-2581	77	13	]	]	PUNCT
american_scientific_journal-2581	77	14	,	,	PUNCT
american_scientific_journal-2581	77	15	we	we	PRON
american_scientific_journal-2581	77	16	suggest	suggest	VERB
american_scientific_journal-2581	77	17	to	to	PART
american_scientific_journal-2581	77	18	estimate	estimate	VERB
american_scientific_journal-2581	77	19	the	the	DET
american_scientific_journal-2581	77	20	trend	trend	NOUN
american_scientific_journal-2581	77	21	component	component	NOUN
american_scientific_journal-2581	77	22	at	at	ADP
american_scientific_journal-2581	77	23	cyclical	cyclical	ADJ
american_scientific_journal-2581	77	24	frequencies	frequency	NOUN
american_scientific_journal-2581	77	25	.	.	PUNCT
american_scientific_journal-2581	78	1	based	base	VERB
american_scientific_journal-2581	78	2	on	on	ADP
american_scientific_journal-2581	78	3	the	the	DET
american_scientific_journal-2581	78	4	number	number	NOUN
american_scientific_journal-2581	78	5	of	of	ADP
american_scientific_journal-2581	78	6	cycles	cycle	NOUN
american_scientific_journal-2581	78	7	per	per	ADP
american_scientific_journal-2581	78	8	period	period	NOUN
american_scientific_journal-2581	78	9	,	,	PUNCT
american_scientific_journal-2581	78	10	say	say	VERB
american_scientific_journal-2581	78	11	𝑘𝑘	𝑘𝑘	PROPN
american_scientific_journal-2581	78	12	,	,	PUNCT
american_scientific_journal-2581	78	13	observed	observe	VERB
american_scientific_journal-2581	78	14	in	in	ADP
american_scientific_journal-2581	78	15	the	the	DET
american_scientific_journal-2581	78	16	time	time	NOUN
american_scientific_journal-2581	78	17	series	series	PROPN
american_scientific_journal-2581	78	18	plot	plot	PROPN
american_scientific_journal-2581	78	19	,	,	PUNCT
american_scientific_journal-2581	78	20	the	the	DET
american_scientific_journal-2581	78	21	trend	trend	NOUN
american_scientific_journal-2581	78	22	component	component	NOUN
american_scientific_journal-2581	78	23	is	be	AUX
american_scientific_journal-2581	78	24	fitted	fit	VERB
american_scientific_journal-2581	78	25	as	as	ADP
american_scientific_journal-2581	78	26	a	a	DET
american_scientific_journal-2581	78	27	linear	linear	ADJ
american_scientific_journal-2581	78	28	combination	combination	NOUN
american_scientific_journal-2581	78	29	of	of	ADP
american_scientific_journal-2581	78	30	a	a	DET
american_scientific_journal-2581	78	31	sine	sine	NOUN
american_scientific_journal-2581	78	32	and	and	CCONJ
american_scientific_journal-2581	78	33	a	a	DET
american_scientific_journal-2581	78	34	cosine	cosine	NOUN
american_scientific_journal-2581	78	35	evaluated	evaluate	VERB
american_scientific_journal-2581	78	36	at	at	ADP
american_scientific_journal-2581	78	37	the	the	DET
american_scientific_journal-2581	78	38	fourier	fourier	NOUN
american_scientific_journal-2581	78	39	frequencies	frequency	NOUN
american_scientific_journal-2581	78	40	in	in	ADP
american_scientific_journal-2581	78	41	multiple	multiple	NOUN
american_scientific_journal-2581	78	42	of	of	ADP
american_scientific_journal-2581	78	43	𝑘𝑘	𝑘𝑘	NOUN
american_scientific_journal-2581	78	44	,	,	PUNCT
american_scientific_journal-2581	78	45	defined	define	VERB
american_scientific_journal-2581	78	46	as	as	SCONJ
american_scientific_journal-2581	78	47	follows	follow	VERB
american_scientific_journal-2581	78	48	:	:	PUNCT
american_scientific_journal-2581	78	49	tlrj	tlrj	ADJ
american_scientific_journal-2581	78	50	=	=	PUNCT
american_scientific_journal-2581	78	51	α𝑐𝑐𝑖𝑖𝑛𝑛	α𝑐𝑐𝑖𝑖𝑛𝑛	PROPN
american_scientific_journal-2581	78	52	�	�	PROPN
american_scientific_journal-2581	78	53	ωn	ωn	VERB
american_scientific_journal-2581	78	54	kj	kj	PROPN
american_scientific_journal-2581	78	55	�	�	PROPN
american_scientific_journal-2581	78	56	+	+	CCONJ
american_scientific_journal-2581	78	57	β	β	X
american_scientific_journal-2581	78	58	𝑐𝑐𝑐𝑐𝑐𝑐	𝑐𝑐𝑐𝑐𝑐𝑐	ADJ
american_scientific_journal-2581	78	59	�	�	PROPN
american_scientific_journal-2581	78	60	ωn	ωn	PROPN
american_scientific_journal-2581	78	61	kj	kj	PROPN
american_scientific_journal-2581	78	62	�	�	PROPN
american_scientific_journal-2581	78	63	+	+	CCONJ
american_scientific_journal-2581	79	1	c	c	PROPN
american_scientific_journal-2581	79	2	,	,	PUNCT
american_scientific_journal-2581	79	3	j	j	PROPN
american_scientific_journal-2581	79	4	=	=	SYM
american_scientific_journal-2581	79	5	0	0	NUM
american_scientific_journal-2581	79	6	,	,	PUNCT
american_scientific_journal-2581	79	7	1	1	NUM
american_scientific_journal-2581	79	8	.	.	NUM
american_scientific_journal-2581	79	9	…	…	PUNCT
american_scientific_journal-2581	79	10	,	,	PUNCT
american_scientific_journal-2581	80	1	n	n	CCONJ
american_scientific_journal-2581	80	2	−	−	PROPN
american_scientific_journal-2581	80	3	1	1	NUM
american_scientific_journal-2581	80	4	(	(	PUNCT
american_scientific_journal-2581	80	5	9	9	NUM
american_scientific_journal-2581	80	6	)	)	PUNCT
american_scientific_journal-2581	80	7	where	where	SCONJ
american_scientific_journal-2581	80	8	𝜔𝜔𝑛𝑛	𝜔𝜔𝑛𝑛	NOUN
american_scientific_journal-2581	80	9	𝑘𝑘𝑗𝑗	𝑘𝑘𝑗𝑗	NOUN
american_scientific_journal-2581	80	10	are	be	AUX
american_scientific_journal-2581	80	11	the	the	DET
american_scientific_journal-2581	80	12	fourier	fourier	ADJ
american_scientific_journal-2581	80	13	frequencies	frequency	NOUN
american_scientific_journal-2581	80	14	with	with	ADP
american_scientific_journal-2581	80	15	indices	index	NOUN
american_scientific_journal-2581	80	16	that	that	PRON
american_scientific_journal-2581	80	17	are	be	AUX
american_scientific_journal-2581	80	18	integer	integer	NOUN
american_scientific_journal-2581	80	19	multiples	multiple	NOUN
american_scientific_journal-2581	80	20	of	of	ADP
american_scientific_journal-2581	80	21	𝑘𝑘.	𝑘𝑘.	VERB
american_scientific_journal-2581	80	22	the	the	DET
american_scientific_journal-2581	80	23	coefficients	coefficient	NOUN
american_scientific_journal-2581	80	24	𝛼𝛼,𝛽𝛽	𝛼𝛼,𝛽𝛽	NOUN
american_scientific_journal-2581	80	25	and	and	CCONJ
american_scientific_journal-2581	80	26	the	the	DET
american_scientific_journal-2581	80	27	constant	constant	ADJ
american_scientific_journal-2581	80	28	𝑐𝑐	𝑐𝑐	NOUN
american_scientific_journal-2581	80	29	are	be	AUX
american_scientific_journal-2581	80	30	estimated	estimate	VERB
american_scientific_journal-2581	80	31	using	use	VERB
american_scientific_journal-2581	80	32	the	the	DET
american_scientific_journal-2581	80	33	least	least	ADJ
american_scientific_journal-2581	80	34	squares	square	NOUN
american_scientific_journal-2581	80	35	method	method	NOUN
american_scientific_journal-2581	80	36	within	within	ADP
american_scientific_journal-2581	80	37	the	the	DET
american_scientific_journal-2581	80	38	curve	curve	NOUN
american_scientific_journal-2581	80	39	fitting	fitting	ADJ
american_scientific_journal-2581	80	40	procedure	procedure	NOUN
american_scientific_journal-2581	80	41	in	in	ADP
american_scientific_journal-2581	80	42	matlab	matlab	PROPN
american_scientific_journal-2581	80	43	.	.	PUNCT
american_scientific_journal-2581	81	1	to	to	PART
american_scientific_journal-2581	81	2	identify	identify	VERB
american_scientific_journal-2581	81	3	the	the	DET
american_scientific_journal-2581	81	4	seasonal	seasonal	ADJ
american_scientific_journal-2581	81	5	pattern	pattern	NOUN
american_scientific_journal-2581	81	6	efficiently	efficiently	ADV
american_scientific_journal-2581	81	7	,	,	PUNCT
american_scientific_journal-2581	81	8	the	the	DET
american_scientific_journal-2581	81	9	cyclical	cyclical	ADJ
american_scientific_journal-2581	81	10	trend	trend	NOUN
american_scientific_journal-2581	81	11	in	in	ADP
american_scientific_journal-2581	81	12	the	the	DET
american_scientific_journal-2581	81	13	log	log	NOUN
american_scientific_journal-2581	81	14	squared	squared	ADJ
american_scientific_journal-2581	81	15	returns	return	NOUN
american_scientific_journal-2581	81	16	is	be	AUX
american_scientific_journal-2581	81	17	to	to	PART
american_scientific_journal-2581	81	18	be	be	AUX
american_scientific_journal-2581	81	19	eliminated	eliminate	VERB
american_scientific_journal-2581	81	20	and	and	CCONJ
american_scientific_journal-2581	81	21	the	the	DET
american_scientific_journal-2581	81	22	de	de	ADJ
american_scientific_journal-2581	81	23	-	-	ADJ
american_scientific_journal-2581	81	24	trended	trended	ADJ
american_scientific_journal-2581	81	25	series	series	NOUN
american_scientific_journal-2581	81	26	is	be	AUX
american_scientific_journal-2581	81	27	obtained	obtain	VERB
american_scientific_journal-2581	81	28	as	as	ADP
american_scientific_journal-2581	81	29	𝑟𝑟𝑒𝑒𝑐𝑐𝐿𝐿𝑅𝑅𝑡𝑡	𝑟𝑟𝑒𝑒𝑐𝑐𝐿𝐿𝑅𝑅𝑡𝑡	ADP
american_scientific_journal-2581	81	30	=	=	PUNCT
american_scientific_journal-2581	81	31	log𝑅𝑅𝑡𝑡2	log𝑅𝑅𝑡𝑡2	NOUN
american_scientific_journal-2581	81	32	−	−	PROPN
american_scientific_journal-2581	81	33	𝑇𝑇𝐿𝐿𝑅𝑅𝑡𝑡−1	𝑇𝑇𝐿𝐿𝑅𝑅𝑡𝑡−1	PROPN
american_scientific_journal-2581	81	34	.	.	PUNCT
american_scientific_journal-2581	82	1	𝑟𝑟𝑒𝑒𝑐𝑐𝐿𝐿𝑅𝑅𝑡𝑡	𝑟𝑟𝑒𝑒𝑐𝑐𝐿𝐿𝑅𝑅𝑡𝑡	PROPN
american_scientific_journal-2581	82	2	is	be	AUX
american_scientific_journal-2581	82	3	then	then	ADV
american_scientific_journal-2581	82	4	de	de	ADJ
american_scientific_journal-2581	82	5	-	-	ADJ
american_scientific_journal-2581	82	6	seasonalized	seasonalized	ADJ
american_scientific_journal-2581	82	7	following	follow	VERB
american_scientific_journal-2581	82	8	deo	deo	NOUN
american_scientific_journal-2581	82	9	’s	’s	PART
american_scientific_journal-2581	82	10	time	time	NOUN
american_scientific_journal-2581	82	11	varying	vary	VERB
american_scientific_journal-2581	82	12	de	de	ADJ
american_scientific_journal-2581	82	13	-	-	ADJ
american_scientific_journal-2581	82	14	seasonalization	seasonalization	NOUN
american_scientific_journal-2581	82	15	procedure	procedure	NOUN
american_scientific_journal-2581	82	16	as	as	SCONJ
american_scientific_journal-2581	82	17	described	describe	VERB
american_scientific_journal-2581	82	18	in	in	ADP
american_scientific_journal-2581	82	19	section	section	NOUN
american_scientific_journal-2581	82	20	2	2	NUM
american_scientific_journal-2581	82	21	.	.	PUNCT
american_scientific_journal-2581	83	1	let	let	VERB
american_scientific_journal-2581	83	2	’s	’s	NOUN
american_scientific_journal-2581	83	3	denote	denote	VERB
american_scientific_journal-2581	83	4	the	the	DET
american_scientific_journal-2581	83	5	de	de	ADJ
american_scientific_journal-2581	83	6	-	-	ADJ
american_scientific_journal-2581	83	7	trended	trended	ADJ
american_scientific_journal-2581	83	8	and	and	CCONJ
american_scientific_journal-2581	83	9	deseasonalized	deseasonalize	VERB
american_scientific_journal-2581	83	10	series	series	NOUN
american_scientific_journal-2581	83	11	as	as	ADP
american_scientific_journal-2581	83	12	log	log	NOUN
american_scientific_journal-2581	83	13	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	83	14	2	2	NUM
american_scientific_journal-2581	83	15	.	.	PUNCT
american_scientific_journal-2581	84	1	it	it	PRON
american_scientific_journal-2581	84	2	is	be	AUX
american_scientific_journal-2581	84	3	shown	show	VERB
american_scientific_journal-2581	84	4	in	in	ADP
american_scientific_journal-2581	84	5	section	section	NOUN
american_scientific_journal-2581	84	6	4	4	NUM
american_scientific_journal-2581	84	7	that	that	SCONJ
american_scientific_journal-2581	84	8	these	these	DET
american_scientific_journal-2581	84	9	pre	pre	ADJ
american_scientific_journal-2581	84	10	-	-	ADJ
american_scientific_journal-2581	84	11	processing	processing	ADJ
american_scientific_journal-2581	84	12	steps	step	NOUN
american_scientific_journal-2581	84	13	can	can	AUX
american_scientific_journal-2581	84	14	effectively	effectively	ADV
american_scientific_journal-2581	84	15	eliminate	eliminate	VERB
american_scientific_journal-2581	84	16	the	the	DET
american_scientific_journal-2581	84	17	effects	effect	NOUN
american_scientific_journal-2581	84	18	of	of	ADP
american_scientific_journal-2581	84	19	trends	trend	NOUN
american_scientific_journal-2581	84	20	and	and	CCONJ
american_scientific_journal-2581	84	21	seasons	season	NOUN
american_scientific_journal-2581	84	22	,	,	PUNCT
american_scientific_journal-2581	84	23	and	and	CCONJ
american_scientific_journal-2581	84	24	hence	hence	ADV
american_scientific_journal-2581	84	25	,	,	PUNCT
american_scientific_journal-2581	84	26	preparing	prepare	VERB
american_scientific_journal-2581	84	27	the	the	DET
american_scientific_journal-2581	84	28	data	datum	NOUN
american_scientific_journal-2581	84	29	suitable	suitable	ADJ
american_scientific_journal-2581	84	30	for	for	ADP
american_scientific_journal-2581	84	31	the	the	DET
american_scientific_journal-2581	84	32	lmsv	lmsv	PROPN
american_scientific_journal-2581	84	33	modelling	modelling	NOUN
american_scientific_journal-2581	84	34	.	.	PUNCT
american_scientific_journal-2581	85	1	after	after	ADP
american_scientific_journal-2581	85	2	these	these	DET
american_scientific_journal-2581	85	3	pre	pre	ADJ
american_scientific_journal-2581	85	4	-	-	ADJ
american_scientific_journal-2581	85	5	processing	processing	ADJ
american_scientific_journal-2581	85	6	procedures	procedure	NOUN
american_scientific_journal-2581	85	7	,	,	PUNCT
american_scientific_journal-2581	85	8	we	we	PRON
american_scientific_journal-2581	85	9	propose	propose	VERB
american_scientific_journal-2581	85	10	to	to	PART
american_scientific_journal-2581	85	11	normalize	normalize	VERB
american_scientific_journal-2581	85	12	log	log	NOUN
american_scientific_journal-2581	85	13	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	85	14	2	2	NUM
american_scientific_journal-2581	85	15	based	base	VERB
american_scientific_journal-2581	85	16	on	on	ADP
american_scientific_journal-2581	85	17	a	a	DET
american_scientific_journal-2581	85	18	comparison	comparison	NOUN
american_scientific_journal-2581	85	19	between	between	ADP
american_scientific_journal-2581	85	20	the	the	DET
american_scientific_journal-2581	85	21	empirical	empirical	ADJ
american_scientific_journal-2581	85	22	and	and	CCONJ
american_scientific_journal-2581	85	23	gaussian	gaussian	ADJ
american_scientific_journal-2581	85	24	cumulative	cumulative	ADJ
american_scientific_journal-2581	85	25	distributions	distribution	NOUN
american_scientific_journal-2581	85	26	.	.	PUNCT
american_scientific_journal-2581	86	1	this	this	DET
american_scientific_journal-2581	86	2	procedure	procedure	NOUN
american_scientific_journal-2581	86	3	is	be	AUX
american_scientific_journal-2581	86	4	adopted	adopt	VERB
american_scientific_journal-2581	86	5	from	from	ADP
american_scientific_journal-2581	86	6	[	[	X
american_scientific_journal-2581	86	7	15	15	NUM
american_scientific_journal-2581	86	8	]	]	PUNCT
american_scientific_journal-2581	86	9	whereby	whereby	SCONJ
american_scientific_journal-2581	86	10	the	the	DET
american_scientific_journal-2581	86	11	normal	normal	ADJ
american_scientific_journal-2581	86	12	american	american	ADJ
american_scientific_journal-2581	86	13	scientific	scientific	ADJ
american_scientific_journal-2581	86	14	research	research	NOUN
american_scientific_journal-2581	86	15	journal	journal	NOUN
american_scientific_journal-2581	86	16	for	for	ADP
american_scientific_journal-2581	86	17	engineering	engineering	NOUN
american_scientific_journal-2581	86	18	,	,	PUNCT
american_scientific_journal-2581	86	19	technology	technology	NOUN
american_scientific_journal-2581	86	20	,	,	PUNCT
american_scientific_journal-2581	86	21	and	and	CCONJ
american_scientific_journal-2581	86	22	sciences	science	NOUN
american_scientific_journal-2581	86	23	(	(	PUNCT
american_scientific_journal-2581	86	24	asrjets	asrjet	NOUN
american_scientific_journal-2581	86	25	)	)	PUNCT
american_scientific_journal-2581	86	26	(	(	PUNCT
american_scientific_journal-2581	86	27	2017	2017	NUM
american_scientific_journal-2581	86	28	)	)	PUNCT
american_scientific_journal-2581	86	29	volume	volume	NOUN
american_scientific_journal-2581	86	30	27	27	NUM
american_scientific_journal-2581	86	31	,	,	PUNCT
american_scientific_journal-2581	86	32	no	no	DET
american_scientific_journal-2581	86	33	1	1	NUM
american_scientific_journal-2581	86	34	,	,	PUNCT
american_scientific_journal-2581	86	35	pp	pp	ADV
american_scientific_journal-2581	86	36	213	213	NUM
american_scientific_journal-2581	86	37	-	-	SYM
american_scientific_journal-2581	86	38	233	233	NUM
american_scientific_journal-2581	86	39	218	218	NUM
american_scientific_journal-2581	86	40	variate	variate	NOUN
american_scientific_journal-2581	86	41	𝑧𝑧𝑡𝑡	𝑧𝑧𝑡𝑡	NOUN
american_scientific_journal-2581	86	42	is	be	AUX
american_scientific_journal-2581	86	43	produced	produce	VERB
american_scientific_journal-2581	86	44	by	by	ADP
american_scientific_journal-2581	86	45	matching	match	VERB
american_scientific_journal-2581	86	46	the	the	DET
american_scientific_journal-2581	86	47	cumulative	cumulative	ADJ
american_scientific_journal-2581	86	48	probability	probability	NOUN
american_scientific_journal-2581	86	49	𝑃𝑃	𝑃𝑃	PROPN
american_scientific_journal-2581	86	50	�	�	PROPN
american_scientific_journal-2581	86	51	log	log	NOUN
american_scientific_journal-2581	86	52	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	86	53	2	2	NUM
american_scientific_journal-2581	86	54	�	�	NOUN
american_scientific_journal-2581	86	55	to	to	ADP
american_scientific_journal-2581	86	56	the	the	DET
american_scientific_journal-2581	86	57	gaussian	gaussian	ADJ
american_scientific_journal-2581	86	58	cumulative	cumulative	ADJ
american_scientific_journal-2581	86	59	distribution	distribution	NOUN
american_scientific_journal-2581	86	60	𝐷𝐷(𝑧𝑧𝑡𝑡	𝐷𝐷(𝑧𝑧𝑡𝑡	NOUN
american_scientific_journal-2581	86	61	)	)	PUNCT
american_scientific_journal-2581	86	62	with	with	ADP
american_scientific_journal-2581	86	63	the	the	DET
american_scientific_journal-2581	86	64	mean	mean	ADJ
american_scientific_journal-2581	86	65	𝑧𝑧̅	𝑧𝑧̅	NOUN
american_scientific_journal-2581	86	66	=	=	SYM
american_scientific_journal-2581	86	67	𝐸𝐸(log	𝐸𝐸(log	ADJ
american_scientific_journal-2581	86	68	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	86	69	2	2	NUM
american_scientific_journal-2581	86	70	)	)	PUNCT
american_scientific_journal-2581	86	71	and	and	CCONJ
american_scientific_journal-2581	86	72	the	the	DET
american_scientific_journal-2581	86	73	variance	variance	NOUN
american_scientific_journal-2581	86	74	𝜎𝜎𝑧𝑧2	𝜎𝜎𝑧𝑧2	PROPN
american_scientific_journal-2581	87	1	=	=	SYM
american_scientific_journal-2581	87	2	𝐸𝐸	𝐸𝐸	PROPN
american_scientific_journal-2581	87	3	�	�	PROPN
american_scientific_journal-2581	87	4	log	log	NOUN
american_scientific_journal-2581	87	5	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	87	6	2	2	NUM
american_scientific_journal-2581	87	7	−	−	PROPN
american_scientific_journal-2581	87	8	𝐸𝐸	𝐸𝐸	PROPN
american_scientific_journal-2581	87	9	�	�	PROPN
american_scientific_journal-2581	87	10	log	log	NOUN
american_scientific_journal-2581	87	11	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	87	12	2	2	NUM
american_scientific_journal-2581	87	13	�	�	PROPN
american_scientific_journal-2581	87	14	�	�	NOUN
american_scientific_journal-2581	87	15	2	2	NUM
american_scientific_journal-2581	87	16	as	as	SCONJ
american_scientific_journal-2581	87	17	follows	follow	VERB
american_scientific_journal-2581	87	18	:	:	PUNCT
american_scientific_journal-2581	87	19	d(zt	d(zt	X
american_scientific_journal-2581	87	20	)	)	PUNCT
american_scientific_journal-2581	87	21	=	=	SYM
american_scientific_journal-2581	87	22	1	1	NUM
american_scientific_journal-2581	87	23	σz√2π	σz√2π	PROPN
american_scientific_journal-2581	87	24	�	�	PROPN
american_scientific_journal-2581	87	25	𝑒𝑒𝑒𝑒𝑝𝑝	𝑒𝑒𝑒𝑒𝑝𝑝	PROPN
american_scientific_journal-2581	87	26	�	�	PROPN
american_scientific_journal-2581	87	27	(	(	PUNCT
american_scientific_journal-2581	87	28	x	x	PROPN
american_scientific_journal-2581	87	29	−	−	PROPN
american_scientific_journal-2581	87	30	z	z	PROPN
american_scientific_journal-2581	87	31	�	�	PROPN
american_scientific_journal-2581	87	32	)2	)2	PUNCT
american_scientific_journal-2581	87	33	2σz2	2σz2	NUM
american_scientific_journal-2581	87	34	�	�	PROPN
american_scientific_journal-2581	87	35	dx	dx	PROPN
american_scientific_journal-2581	87	36	zt	zt	PROPN
american_scientific_journal-2581	87	37	−∞	−∞	PROPN
american_scientific_journal-2581	87	38	=	=	SYM
american_scientific_journal-2581	87	39	p(𝑙𝑙𝑐𝑐𝑙𝑙	p(𝑙𝑙𝑐𝑐𝑙𝑙	PROPN
american_scientific_journal-2581	87	40	rt∗	rt∗	VERB
american_scientific_journal-2581	87	41	2	2	NUM
american_scientific_journal-2581	87	42	)	)	PUNCT
american_scientific_journal-2581	87	43	(	(	PUNCT
american_scientific_journal-2581	87	44	10	10	NUM
american_scientific_journal-2581	87	45	)	)	PUNCT
american_scientific_journal-2581	87	46	the	the	DET
american_scientific_journal-2581	87	47	normality	normality	NOUN
american_scientific_journal-2581	87	48	of	of	ADP
american_scientific_journal-2581	87	49	series	series	NOUN
american_scientific_journal-2581	87	50	{	{	PUNCT
american_scientific_journal-2581	87	51	𝑧𝑧𝑡𝑡	𝑧𝑧𝑡𝑡	NOUN
american_scientific_journal-2581	87	52	}	}	PUNCT
american_scientific_journal-2581	87	53	can	can	AUX
american_scientific_journal-2581	87	54	be	be	AUX
american_scientific_journal-2581	87	55	verified	verify	VERB
american_scientific_journal-2581	87	56	by	by	ADP
american_scientific_journal-2581	87	57	using	use	VERB
american_scientific_journal-2581	87	58	jarque	jarque	NOUN
american_scientific_journal-2581	87	59	-	-	PUNCT
american_scientific_journal-2581	87	60	bera	bera	NOUN
american_scientific_journal-2581	87	61	test	test	NOUN
american_scientific_journal-2581	87	62	.	.	PUNCT
american_scientific_journal-2581	88	1	it	it	PRON
american_scientific_journal-2581	88	2	is	be	AUX
american_scientific_journal-2581	88	3	noted	note	VERB
american_scientific_journal-2581	88	4	that	that	SCONJ
american_scientific_journal-2581	88	5	the	the	DET
american_scientific_journal-2581	88	6	transformed	transform	VERB
american_scientific_journal-2581	88	7	series	series	NOUN
american_scientific_journal-2581	88	8	{	{	PUNCT
american_scientific_journal-2581	88	9	𝑧𝑧𝑡𝑡	𝑧𝑧𝑡𝑡	NOUN
american_scientific_journal-2581	88	10	}	}	PUNCT
american_scientific_journal-2581	88	11	has	have	VERB
american_scientific_journal-2581	88	12	the	the	DET
american_scientific_journal-2581	88	13	spectral	spectral	ADJ
american_scientific_journal-2581	88	14	density	density	NOUN
american_scientific_journal-2581	88	15	in	in	ADP
american_scientific_journal-2581	88	16	the	the	DET
american_scientific_journal-2581	88	17	form	form	NOUN
american_scientific_journal-2581	88	18	of	of	ADP
american_scientific_journal-2581	88	19	eq.(4	eq.(4	ADJ
american_scientific_journal-2581	88	20	)	)	PUNCT
american_scientific_journal-2581	88	21	,	,	PUNCT
american_scientific_journal-2581	88	22	which	which	PRON
american_scientific_journal-2581	88	23	permits	permit	VERB
american_scientific_journal-2581	88	24	the	the	DET
american_scientific_journal-2581	88	25	application	application	NOUN
american_scientific_journal-2581	88	26	of	of	ADP
american_scientific_journal-2581	88	27	whittle	whittle	NOUN
american_scientific_journal-2581	88	28	approximation	approximation	NOUN
american_scientific_journal-2581	88	29	in	in	ADP
american_scientific_journal-2581	88	30	eq.(5	eq.(5	NOUN
american_scientific_journal-2581	88	31	)	)	PUNCT
american_scientific_journal-2581	88	32	.	.	PUNCT
american_scientific_journal-2581	89	1	subsequently	subsequently	ADV
american_scientific_journal-2581	89	2	,	,	PUNCT
american_scientific_journal-2581	89	3	the	the	DET
american_scientific_journal-2581	89	4	one	one	NUM
american_scientific_journal-2581	89	5	-	-	PUNCT
american_scientific_journal-2581	89	6	step	step	NOUN
american_scientific_journal-2581	89	7	ahead	ahead	ADV
american_scientific_journal-2581	89	8	normalized	normalize	VERB
american_scientific_journal-2581	89	9	log	log	NOUN
american_scientific_journal-2581	89	10	squared	squared	ADJ
american_scientific_journal-2581	89	11	return	return	NOUN
american_scientific_journal-2581	89	12	,	,	PUNCT
american_scientific_journal-2581	89	13	𝑧𝑧𝑛𝑛+1	𝑧𝑧𝑛𝑛+1	PROPN
american_scientific_journal-2581	89	14	,	,	PUNCT
american_scientific_journal-2581	89	15	is	be	AUX
american_scientific_journal-2581	89	16	computed	compute	VERB
american_scientific_journal-2581	89	17	similar	similar	ADJ
american_scientific_journal-2581	89	18	to	to	ADP
american_scientific_journal-2581	89	19	the	the	DET
american_scientific_journal-2581	89	20	best	good	ADJ
american_scientific_journal-2581	89	21	linear	linear	ADJ
american_scientific_journal-2581	89	22	predictor	predictor	NOUN
american_scientific_journal-2581	89	23	in	in	ADP
american_scientific_journal-2581	89	24	eq.(8	eq.(8	ADJ
american_scientific_journal-2581	89	25	)	)	PUNCT
american_scientific_journal-2581	89	26	,	,	PUNCT
american_scientific_journal-2581	89	27	except	except	SCONJ
american_scientific_journal-2581	89	28	that	that	SCONJ
american_scientific_journal-2581	89	29	the	the	DET
american_scientific_journal-2581	89	30	series	series	NOUN
american_scientific_journal-2581	89	31	{	{	PUNCT
american_scientific_journal-2581	89	32	|𝑟𝑟𝑡𝑡|𝑐𝑐	|𝑟𝑟𝑡𝑡|𝑐𝑐	PROPN
american_scientific_journal-2581	89	33	}	}	PUNCT
american_scientific_journal-2581	89	34	is	be	AUX
american_scientific_journal-2581	89	35	replaced	replace	VERB
american_scientific_journal-2581	89	36	by	by	ADP
american_scientific_journal-2581	89	37	{	{	PUNCT
american_scientific_journal-2581	89	38	𝑧𝑧𝑡𝑡	𝑧𝑧𝑡𝑡	NOUN
american_scientific_journal-2581	89	39	}	}	PUNCT
american_scientific_journal-2581	89	40	,	,	PUNCT
american_scientific_journal-2581	89	41	and	and	CCONJ
american_scientific_journal-2581	89	42	the	the	DET
american_scientific_journal-2581	89	43	expected	expect	VERB
american_scientific_journal-2581	89	44	value	value	NOUN
american_scientific_journal-2581	89	45	as	as	ADV
american_scientific_journal-2581	89	46	well	well	ADV
american_scientific_journal-2581	89	47	as	as	ADP
american_scientific_journal-2581	89	48	the	the	DET
american_scientific_journal-2581	89	49	autocovariance	autocovariance	NOUN
american_scientific_journal-2581	89	50	are	be	AUX
american_scientific_journal-2581	89	51	computed	compute	VERB
american_scientific_journal-2581	89	52	based	base	VERB
american_scientific_journal-2581	89	53	on	on	ADP
american_scientific_journal-2581	89	54	{	{	PUNCT
american_scientific_journal-2581	89	55	𝑧𝑧𝑡𝑡	𝑧𝑧𝑡𝑡	NOUN
american_scientific_journal-2581	89	56	}	}	PUNCT
american_scientific_journal-2581	89	57	and	and	CCONJ
american_scientific_journal-2581	89	58	its	its	PRON
american_scientific_journal-2581	89	59	respective	respective	ADJ
american_scientific_journal-2581	89	60	lmsv	lmsv	NOUN
american_scientific_journal-2581	89	61	parameters	parameter	NOUN
american_scientific_journal-2581	89	62	as	as	SCONJ
american_scientific_journal-2581	89	63	shown	show	VERB
american_scientific_journal-2581	89	64	below	below	ADP
american_scientific_journal-2581	89	65	.	.	PUNCT
american_scientific_journal-2581	90	1	z	z	X
american_scientific_journal-2581	90	2	�	�	PROPN
american_scientific_journal-2581	90	3	n+1	n+1	NUM
american_scientific_journal-2581	90	4	=	=	PUNCT
american_scientific_journal-2581	90	5	µz	µz	PROPN
american_scientific_journal-2581	90	6	+	+	NUM
american_scientific_journal-2581	90	7	�	�	PROPN
american_scientific_journal-2581	90	8	aj	aj	PROPN
american_scientific_journal-2581	90	9	∗	∗	X
american_scientific_journal-2581	90	10	(	(	PUNCT
american_scientific_journal-2581	90	11	zn−j	zn−j	ADV
american_scientific_journal-2581	90	12	−	−	PROPN
american_scientific_journal-2581	90	13	µz	µz	PROPN
american_scientific_journal-2581	90	14	)	)	PUNCT
american_scientific_journal-2581	90	15	n−1	n−1	PROPN
american_scientific_journal-2581	90	16	j=0	j=0	PROPN
american_scientific_journal-2581	90	17	(	(	PUNCT
american_scientific_journal-2581	90	18	11	11	NUM
american_scientific_journal-2581	90	19	)	)	PUNCT
american_scientific_journal-2581	90	20	where	where	SCONJ
american_scientific_journal-2581	90	21	𝜇𝜇𝑧𝑧	𝜇𝜇𝑧𝑧	NOUN
american_scientific_journal-2581	90	22	=	=	SYM
american_scientific_journal-2581	90	23	𝐸𝐸(𝑧𝑧𝑡𝑡	𝐸𝐸(𝑧𝑧𝑡𝑡	PROPN
american_scientific_journal-2581	90	24	)	)	PUNCT
american_scientific_journal-2581	90	25	,	,	PUNCT
american_scientific_journal-2581	90	26	and	and	CCONJ
american_scientific_journal-2581	90	27	𝐴𝐴𝑗𝑗	𝐴𝐴𝑗𝑗	PROPN
american_scientific_journal-2581	90	28	are	be	AUX
american_scientific_journal-2581	90	29	the	the	DET
american_scientific_journal-2581	90	30	coefficients	coefficient	NOUN
american_scientific_journal-2581	90	31	in	in	ADP
american_scientific_journal-2581	90	32	eq.(7	eq.(7	NOUN
american_scientific_journal-2581	90	33	)	)	PUNCT
american_scientific_journal-2581	90	34	with	with	SCONJ
american_scientific_journal-2581	90	35	𝑬𝑬𝒄𝒄	𝑬𝑬𝒄𝒄	PROPN
american_scientific_journal-2581	90	36	and	and	CCONJ
american_scientific_journal-2581	90	37	𝛾𝛾2,𝑐𝑐,1	𝛾𝛾2,𝑐𝑐,1	PROPN
american_scientific_journal-2581	90	38	being	be	AUX
american_scientific_journal-2581	90	39	replaced	replace	VERB
american_scientific_journal-2581	90	40	by	by	ADP
american_scientific_journal-2581	90	41	𝑐𝑐𝑐𝑐𝑐𝑐(𝑧𝑧𝑛𝑛,⋯	𝑐𝑐𝑐𝑐𝑐𝑐(𝑧𝑧𝑛𝑛,⋯	PROPN
american_scientific_journal-2581	90	42	,	,	PUNCT
american_scientific_journal-2581	90	43	𝑧𝑧1	𝑧𝑧1	ADV
american_scientific_journal-2581	90	44	)	)	PUNCT
american_scientific_journal-2581	90	45	and	and	CCONJ
american_scientific_journal-2581	90	46	[	[	X
american_scientific_journal-2581	90	47	𝑐𝑐𝑐𝑐𝑐𝑐(𝑧𝑧𝑛𝑛+1	𝑐𝑐𝑐𝑐𝑐𝑐(𝑧𝑧𝑛𝑛+1	ADJ
american_scientific_journal-2581	90	48	,	,	PUNCT
american_scientific_journal-2581	90	49	𝑧𝑧𝑛𝑛),⋯	𝑧𝑧𝑛𝑛),⋯	ADJ
american_scientific_journal-2581	90	50	,	,	PUNCT
american_scientific_journal-2581	90	51	𝑐𝑐𝑐𝑐𝑐𝑐(𝑧𝑧𝑛𝑛+1	𝑐𝑐𝑐𝑐𝑐𝑐(𝑧𝑧𝑛𝑛+1	ADJ
american_scientific_journal-2581	90	52	,	,	PUNCT
american_scientific_journal-2581	90	53	𝑧𝑧1)]′	𝑧𝑧1)]′	PRON
american_scientific_journal-2581	90	54	respectively	respectively	ADV
american_scientific_journal-2581	90	55	.	.	PUNCT
american_scientific_journal-2581	91	1	the	the	DET
american_scientific_journal-2581	91	2	one	one	NUM
american_scientific_journal-2581	91	3	-	-	PUNCT
american_scientific_journal-2581	91	4	step	step	NOUN
american_scientific_journal-2581	91	5	ahead	ahead	NOUN
american_scientific_journal-2581	91	6	forecast	forecast	PROPN
american_scientific_journal-2581	91	7	�	�	PROPN
american_scientific_journal-2581	91	8	̂	̂	VERB
american_scientific_journal-2581	91	9	�	�	NOUN
american_scientific_journal-2581	91	10	𝑧𝑛𝑛+1has	𝑧𝑛𝑛+1has	AUX
american_scientific_journal-2581	91	11	to	to	PART
american_scientific_journal-2581	91	12	be	be	AUX
american_scientific_journal-2581	91	13	back	back	ADV
american_scientific_journal-2581	91	14	-	-	PUNCT
american_scientific_journal-2581	91	15	transformed	transform	VERB
american_scientific_journal-2581	91	16	to	to	PART
american_scientific_journal-2581	91	17	be	be	AUX
american_scientific_journal-2581	91	18	of	of	ADP
american_scientific_journal-2581	91	19	any	any	DET
american_scientific_journal-2581	91	20	utility	utility	NOUN
american_scientific_journal-2581	91	21	.	.	PUNCT
american_scientific_journal-2581	92	1	this	this	PRON
american_scientific_journal-2581	92	2	requires	require	VERB
american_scientific_journal-2581	92	3	the	the	DET
american_scientific_journal-2581	92	4	distributional	distributional	ADJ
american_scientific_journal-2581	92	5	form	form	NOUN
american_scientific_journal-2581	92	6	of	of	ADP
american_scientific_journal-2581	92	7	log	log	NOUN
american_scientific_journal-2581	92	8	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	92	9	2	2	NUM
american_scientific_journal-2581	92	10	.	.	PUNCT
american_scientific_journal-2581	93	1	to	to	PART
american_scientific_journal-2581	93	2	do	do	VERB
american_scientific_journal-2581	93	3	this	this	PRON
american_scientific_journal-2581	93	4	,	,	PUNCT
american_scientific_journal-2581	93	5	we	we	PRON
american_scientific_journal-2581	93	6	fit	fit	VERB
american_scientific_journal-2581	93	7	the	the	DET
american_scientific_journal-2581	93	8	probability	probability	NOUN
american_scientific_journal-2581	93	9	distribution	distribution	NOUN
american_scientific_journal-2581	93	10	of	of	ADP
american_scientific_journal-2581	93	11	log	log	NOUN
american_scientific_journal-2581	93	12	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	93	13	2	2	NUM
american_scientific_journal-2581	93	14	with	with	ADP
american_scientific_journal-2581	93	15	weibull	weibull	NOUN
american_scientific_journal-2581	93	16	distribution	distribution	NOUN
american_scientific_journal-2581	93	17	due	due	ADP
american_scientific_journal-2581	93	18	to	to	ADP
american_scientific_journal-2581	93	19	its	its	PRON
american_scientific_journal-2581	93	20	flexibility	flexibility	NOUN
american_scientific_journal-2581	93	21	to	to	PART
american_scientific_journal-2581	93	22	assume	assume	VERB
american_scientific_journal-2581	93	23	various	various	ADJ
american_scientific_journal-2581	93	24	characteristics	characteristic	NOUN
american_scientific_journal-2581	93	25	.	.	PUNCT
american_scientific_journal-2581	94	1	in	in	ADP
american_scientific_journal-2581	94	2	fact	fact	NOUN
american_scientific_journal-2581	94	3	,	,	PUNCT
american_scientific_journal-2581	94	4	weibull	weibull	NOUN
american_scientific_journal-2581	94	5	distribution	distribution	NOUN
american_scientific_journal-2581	94	6	is	be	AUX
american_scientific_journal-2581	94	7	popular	popular	ADJ
american_scientific_journal-2581	94	8	amongst	amongst	ADP
american_scientific_journal-2581	94	9	the	the	DET
american_scientific_journal-2581	94	10	quality	quality	NOUN
american_scientific_journal-2581	94	11	practitioners	practitioner	NOUN
american_scientific_journal-2581	94	12	in	in	ADP
american_scientific_journal-2581	94	13	survival	survival	NOUN
american_scientific_journal-2581	94	14	analysis	analysis	NOUN
american_scientific_journal-2581	94	15	,	,	PUNCT
american_scientific_journal-2581	94	16	reliability	reliability	NOUN
american_scientific_journal-2581	94	17	engineering	engineering	NOUN
american_scientific_journal-2581	94	18	,	,	PUNCT
american_scientific_journal-2581	94	19	hydrology	hydrology	NOUN
american_scientific_journal-2581	94	20	as	as	ADV
american_scientific_journal-2581	94	21	well	well	ADV
american_scientific_journal-2581	94	22	as	as	ADP
american_scientific_journal-2581	94	23	weather	weather	NOUN
american_scientific_journal-2581	94	24	forecasting	forecasting	NOUN
american_scientific_journal-2581	94	25	[	[	X
american_scientific_journal-2581	94	26	15]–[18	15]–[18	NUM
american_scientific_journal-2581	94	27	]	]	PUNCT
american_scientific_journal-2581	94	28	.	.	PUNCT
american_scientific_journal-2581	95	1	the	the	DET
american_scientific_journal-2581	95	2	weibull	weibull	PROPN
american_scientific_journal-2581	95	3	probability	probability	PROPN
american_scientific_journal-2581	95	4	density	density	NOUN
american_scientific_journal-2581	95	5	function	function	NOUN
american_scientific_journal-2581	95	6	is	be	AUX
american_scientific_journal-2581	95	7	given	give	VERB
american_scientific_journal-2581	95	8	below	below	ADP
american_scientific_journal-2581	95	9	:	:	PUNCT
american_scientific_journal-2581	95	10	f(yt	f(yt	NOUN
american_scientific_journal-2581	95	11	)	)	PUNCT
american_scientific_journal-2581	95	12	=	=	SYM
american_scientific_journal-2581	95	13	b	b	PROPN
american_scientific_journal-2581	95	14	a	a	DET
american_scientific_journal-2581	95	15	�	�	PROPN
american_scientific_journal-2581	95	16	yt	yt	VERB
american_scientific_journal-2581	95	17	a	a	DET
american_scientific_journal-2581	95	18	�	�	PROPN
american_scientific_journal-2581	95	19	b−1	b−1	PROPN
american_scientific_journal-2581	95	20	𝑒𝑒𝑒𝑒𝑝𝑝	𝑒𝑒𝑒𝑒𝑝𝑝	PROPN
american_scientific_journal-2581	95	21	�	�	PROPN
american_scientific_journal-2581	95	22	−	−	PROPN
american_scientific_journal-2581	95	23	�	�	PROPN
american_scientific_journal-2581	95	24	yt	yt	VERB
american_scientific_journal-2581	95	25	a	a	DET
american_scientific_journal-2581	95	26	�	�	PROPN
american_scientific_journal-2581	95	27	b	b	PROPN
american_scientific_journal-2581	95	28	�	�	PROPN
american_scientific_journal-2581	95	29	,	,	PUNCT
american_scientific_journal-2581	95	30	yt	yt	VERB
american_scientific_journal-2581	95	31	≥	≥	NOUN
american_scientific_journal-2581	95	32	0	0	NUM
american_scientific_journal-2581	95	33	(	(	PUNCT
american_scientific_journal-2581	95	34	12	12	NUM
american_scientific_journal-2581	95	35	)	)	PUNCT
american_scientific_journal-2581	95	36	where	where	SCONJ
american_scientific_journal-2581	95	37	𝑎𝑎	𝑎𝑎	NOUN
american_scientific_journal-2581	95	38	and	and	CCONJ
american_scientific_journal-2581	95	39	𝑏𝑏	𝑏𝑏	NOUN
american_scientific_journal-2581	95	40	are	be	AUX
american_scientific_journal-2581	95	41	the	the	DET
american_scientific_journal-2581	95	42	scale	scale	NOUN
american_scientific_journal-2581	95	43	and	and	CCONJ
american_scientific_journal-2581	95	44	shape	shape	NOUN
american_scientific_journal-2581	95	45	parameters	parameter	NOUN
american_scientific_journal-2581	95	46	to	to	PART
american_scientific_journal-2581	95	47	be	be	AUX
american_scientific_journal-2581	95	48	estimated	estimate	VERB
american_scientific_journal-2581	95	49	using	use	VERB
american_scientific_journal-2581	95	50	maximum	maximum	ADJ
american_scientific_journal-2581	95	51	likelihood	likelihood	NOUN
american_scientific_journal-2581	95	52	estimates	estimate	NOUN
american_scientific_journal-2581	95	53	given	give	VERB
american_scientific_journal-2581	95	54	the	the	DET
american_scientific_journal-2581	95	55	values	value	NOUN
american_scientific_journal-2581	95	56	in	in	ADP
american_scientific_journal-2581	95	57	the	the	DET
american_scientific_journal-2581	95	58	series	series	NOUN
american_scientific_journal-2581	95	59	{	{	PUNCT
american_scientific_journal-2581	95	60	𝑦𝑦𝑡𝑡	𝑦𝑦𝑡𝑡	NOUN
american_scientific_journal-2581	95	61	}	}	PUNCT
american_scientific_journal-2581	95	62	.	.	PUNCT
american_scientific_journal-2581	96	1	to	to	PART
american_scientific_journal-2581	96	2	ensure	ensure	VERB
american_scientific_journal-2581	96	3	that	that	DET
american_scientific_journal-2581	96	4	𝑦𝑦𝑡𝑡	𝑦𝑦𝑡𝑡	NOUN
american_scientific_journal-2581	96	5	≥	≥	NOUN
american_scientific_journal-2581	96	6	0	0	NUM
american_scientific_journal-2581	96	7	,	,	PUNCT
american_scientific_journal-2581	96	8	we	we	PRON
american_scientific_journal-2581	96	9	suggest	suggest	VERB
american_scientific_journal-2581	96	10	that	that	SCONJ
american_scientific_journal-2581	96	11	the	the	DET
american_scientific_journal-2581	96	12	de	de	ADJ
american_scientific_journal-2581	96	13	-	-	ADJ
american_scientific_journal-2581	96	14	trended	trended	ADJ
american_scientific_journal-2581	96	15	and	and	CCONJ
american_scientific_journal-2581	96	16	de	de	ADJ
american_scientific_journal-2581	96	17	-	-	ADJ
american_scientific_journal-2581	96	18	seasonalized	seasonalize	VERB
american_scientific_journal-2581	96	19	series	series	NOUN
american_scientific_journal-2581	96	20	log	log	VERB
american_scientific_journal-2581	96	21	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	96	22	2	2	NUM
american_scientific_journal-2581	96	23	is	be	AUX
american_scientific_journal-2581	96	24	to	to	PART
american_scientific_journal-2581	96	25	be	be	AUX
american_scientific_journal-2581	96	26	adjusted	adjust	VERB
american_scientific_journal-2581	96	27	such	such	ADJ
american_scientific_journal-2581	96	28	that	that	DET
american_scientific_journal-2581	96	29	𝑦𝑦𝑡𝑡	𝑦𝑦𝑡𝑡	NOUN
american_scientific_journal-2581	96	30	=	=	PRON
american_scientific_journal-2581	96	31	log	log	VERB
american_scientific_journal-2581	96	32	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	NUM
american_scientific_journal-2581	96	33	2	2	NUM
american_scientific_journal-2581	96	34	−	−	PROPN
american_scientific_journal-2581	96	35	𝑦𝑦m∗	𝑦𝑦m∗	NOUN
american_scientific_journal-2581	96	36	+	+	CCONJ
american_scientific_journal-2581	96	37	0.1	0.1	NUM
american_scientific_journal-2581	96	38	,	,	PUNCT
american_scientific_journal-2581	96	39	where	where	SCONJ
american_scientific_journal-2581	96	40	𝑦𝑦m∗	𝑦𝑦m∗	PROPN
american_scientific_journal-2581	96	41	is	be	AUX
american_scientific_journal-2581	96	42	the	the	DET
american_scientific_journal-2581	96	43	minimum	minimum	NOUN
american_scientific_journal-2581	96	44	of	of	ADP
american_scientific_journal-2581	96	45	{	{	PUNCT
american_scientific_journal-2581	96	46	log	log	NOUN
american_scientific_journal-2581	96	47	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	96	48	2	2	NUM
american_scientific_journal-2581	96	49	}	}	PUNCT
american_scientific_journal-2581	96	50	.	.	PUNCT
american_scientific_journal-2581	97	1	with	with	ADP
american_scientific_journal-2581	97	2	this	this	DET
american_scientific_journal-2581	97	3	distributional	distributional	ADJ
american_scientific_journal-2581	97	4	form	form	NOUN
american_scientific_journal-2581	97	5	,	,	PUNCT
american_scientific_journal-2581	97	6	the	the	DET
american_scientific_journal-2581	97	7	forecast	forecast	NOUN
american_scientific_journal-2581	97	8	�	�	PROPN
american_scientific_journal-2581	97	9	̂	̂	VERB
american_scientific_journal-2581	97	10	�	�	NOUN
american_scientific_journal-2581	97	11	𝑧𝑛𝑛+1can	𝑧𝑛𝑛+1can	PROPN
american_scientific_journal-2581	97	12	be	be	AUX
american_scientific_journal-2581	97	13	connected	connect	VERB
american_scientific_journal-2581	97	14	to	to	PART
american_scientific_journal-2581	97	15	log	log	VERB
american_scientific_journal-2581	97	16	�	�	NOUN
american_scientific_journal-2581	97	17	̂	̂	NOUN
american_scientific_journal-2581	97	18	�	�	NOUN
american_scientific_journal-2581	97	19	𝑟(𝑛𝑛+1)∗	𝑟(𝑛𝑛+1)∗	ADJ
american_scientific_journal-2581	97	20	2	2	NUM
american_scientific_journal-2581	97	21	in	in	ADP
american_scientific_journal-2581	97	22	two	two	NUM
american_scientific_journal-2581	97	23	steps	step	NOUN
american_scientific_journal-2581	97	24	.	.	PUNCT
american_scientific_journal-2581	98	1	first	first	ADV
american_scientific_journal-2581	98	2	,	,	PUNCT
american_scientific_journal-2581	98	3	the	the	DET
american_scientific_journal-2581	98	4	gaussian	gaussian	ADJ
american_scientific_journal-2581	98	5	cumulative	cumulative	ADJ
american_scientific_journal-2581	98	6	distribution	distribution	NOUN
american_scientific_journal-2581	98	7	function	function	NOUN
american_scientific_journal-2581	98	8	𝐷𝐷(	𝐷𝐷(	VERB
american_scientific_journal-2581	98	9	�	�	PROPN
american_scientific_journal-2581	98	10	̂	̂	PROPN
american_scientific_journal-2581	98	11	�	�	NOUN
american_scientific_journal-2581	98	12	𝑧𝑛𝑛+1	𝑧𝑛𝑛+1	NOUN
american_scientific_journal-2581	98	13	)	)	PUNCT
american_scientific_journal-2581	98	14	is	be	AUX
american_scientific_journal-2581	98	15	matched	match	VERB
american_scientific_journal-2581	98	16	to	to	ADP
american_scientific_journal-2581	98	17	the	the	DET
american_scientific_journal-2581	98	18	weibull	weibull	PROPN
american_scientific_journal-2581	98	19	cumulative	cumulative	ADJ
american_scientific_journal-2581	98	20	distribution	distribution	NOUN
american_scientific_journal-2581	98	21	function	function	NOUN
american_scientific_journal-2581	98	22	𝐹𝐹𝑤𝑤(𝑦𝑦	𝐹𝐹𝑤𝑤(𝑦𝑦	PROPN
american_scientific_journal-2581	98	23	�	�	NOUN
american_scientific_journal-2581	98	24	𝑛𝑛+1	𝑛𝑛+1	NOUN
american_scientific_journal-2581	98	25	)	)	PUNCT
american_scientific_journal-2581	98	26	=	=	SYM
american_scientific_journal-2581	98	27	1	1	NUM
american_scientific_journal-2581	98	28	−	−	NOUN
american_scientific_journal-2581	98	29	exp	exp	NOUN
american_scientific_journal-2581	98	30	�	�	PROPN
american_scientific_journal-2581	98	31	−	−	PROPN
american_scientific_journal-2581	98	32	�	�	PROPN
american_scientific_journal-2581	98	33	𝑦𝑦	𝑦𝑦	NOUN
american_scientific_journal-2581	98	34	�	�	PROPN
american_scientific_journal-2581	98	35	𝑛𝑛+1	𝑛𝑛+1	NUM
american_scientific_journal-2581	98	36	𝑎𝑎	𝑎𝑎	PROPN
american_scientific_journal-2581	98	37	�	�	PROPN
american_scientific_journal-2581	98	38	𝑏𝑏	𝑏𝑏	NUM
american_scientific_journal-2581	98	39	�	�	PROPN
american_scientific_journal-2581	98	40	,	,	PUNCT
american_scientific_journal-2581	98	41	such	such	ADJ
american_scientific_journal-2581	98	42	that	that	SCONJ
american_scientific_journal-2581	98	43	𝐷𝐷(	𝐷𝐷(	VERB
american_scientific_journal-2581	98	44	�	�	PROPN
american_scientific_journal-2581	98	45	̂	̂	PROPN
american_scientific_journal-2581	98	46	�	�	NOUN
american_scientific_journal-2581	98	47	𝑧𝑛𝑛+1	𝑧𝑛𝑛+1	NOUN
american_scientific_journal-2581	98	48	)	)	PUNCT
american_scientific_journal-2581	98	49	=	=	PUNCT
american_scientific_journal-2581	99	1	𝐹𝐹𝑤𝑤(𝑦𝑦	𝐹𝐹𝑤𝑤(𝑦𝑦	PROPN
american_scientific_journal-2581	99	2	�	�	PROPN
american_scientific_journal-2581	99	3	𝑛𝑛+1	𝑛𝑛+1	NOUN
american_scientific_journal-2581	99	4	)	)	PUNCT
american_scientific_journal-2581	99	5	.	.	PUNCT
american_scientific_journal-2581	100	1	next	next	ADV
american_scientific_journal-2581	100	2	,	,	PUNCT
american_scientific_journal-2581	100	3	the	the	DET
american_scientific_journal-2581	100	4	forecast	forecast	NOUN
american_scientific_journal-2581	100	5	is	be	AUX
american_scientific_journal-2581	100	6	adjusted	adjust	VERB
american_scientific_journal-2581	100	7	back	back	ADV
american_scientific_journal-2581	100	8	to	to	ADP
american_scientific_journal-2581	100	9	its	its	PRON
american_scientific_journal-2581	100	10	original	original	ADJ
american_scientific_journal-2581	100	11	scale	scale	NOUN
american_scientific_journal-2581	100	12	,	,	PUNCT
american_scientific_journal-2581	100	13	that	that	PRON
american_scientific_journal-2581	100	14	is	be	AUX
american_scientific_journal-2581	100	15	log	log	NOUN
american_scientific_journal-2581	100	16	�	�	NOUN
american_scientific_journal-2581	100	17	̂	̂	NOUN
american_scientific_journal-2581	100	18	�	�	NOUN
american_scientific_journal-2581	100	19	𝑟(𝑛𝑛+1)∗	𝑟(𝑛𝑛+1)∗	ADJ
american_scientific_journal-2581	100	20	2	2	NUM
american_scientific_journal-2581	100	21	=	=	SYM
american_scientific_journal-2581	100	22	𝑦𝑦	𝑦𝑦	PART
american_scientific_journal-2581	100	23	�	�	PROPN
american_scientific_journal-2581	100	24	𝑛𝑛+1	𝑛𝑛+1	PROPN
american_scientific_journal-2581	100	25	+	+	X
american_scientific_journal-2581	100	26	𝑦𝑦m∗	𝑦𝑦m∗	NOUN
american_scientific_journal-2581	100	27	−	−	PROPN
american_scientific_journal-2581	100	28	0.1	0.1	NUM
american_scientific_journal-2581	100	29	.	.	PUNCT
american_scientific_journal-2581	101	1	we	we	PRON
american_scientific_journal-2581	101	2	follow	follow	VERB
american_scientific_journal-2581	101	3	the	the	DET
american_scientific_journal-2581	101	4	one	one	NUM
american_scientific_journal-2581	101	5	-	-	PUNCT
american_scientific_journal-2581	101	6	step	step	NOUN
american_scientific_journal-2581	101	7	-	-	PUNCT
american_scientific_journal-2581	101	8	ahead	ahead	NOUN
american_scientific_journal-2581	101	9	forecast	forecast	NOUN
american_scientific_journal-2581	101	10	procedure	procedure	NOUN
american_scientific_journal-2581	101	11	as	as	SCONJ
american_scientific_journal-2581	101	12	outlined	outline	VERB
american_scientific_journal-2581	101	13	in	in	ADP
american_scientific_journal-2581	101	14	section	section	NOUN
american_scientific_journal-2581	101	15	2	2	NUM
american_scientific_journal-2581	101	16	,	,	PUNCT
american_scientific_journal-2581	101	17	whereby	whereby	ADV
american_scientific_journal-2581	101	18	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	101	19	one	one	NUM
american_scientific_journal-2581	101	20	-	-	PUNCT
american_scientific_journal-2581	101	21	step	step	NOUN
american_scientific_journal-2581	101	22	ahead	ahead	NOUN
american_scientific_journal-2581	101	23	forecast	forecast	PROPN
american_scientific_journal-2581	101	24	�	�	PROPN
american_scientific_journal-2581	101	25	�	�	PROPN
american_scientific_journal-2581	101	26	̂	̂	NOUN
american_scientific_journal-2581	101	27	�	�	NOUN
american_scientific_journal-2581	101	28	𝑟(𝑛𝑛+1)∗	𝑟(𝑛𝑛+1)∗	PROPN
american_scientific_journal-2581	101	29	2	2	NUM
american_scientific_journal-2581	101	30	,	,	PUNCT
american_scientific_journal-2581	101	31	⋯	⋯	PROPN
american_scientific_journal-2581	101	32	,	,	PUNCT
american_scientific_journal-2581	101	33	�	�	PROPN
american_scientific_journal-2581	101	34	̂	̂	NOUN
american_scientific_journal-2581	101	35	�	�	NOUN
american_scientific_journal-2581	101	36	𝑟(𝑛𝑛+𝑚𝑚)∗	𝑟(𝑛𝑛+𝑚𝑚)∗	ADJ
american_scientific_journal-2581	101	37	2	2	NUM
american_scientific_journal-2581	101	38	�	�	NOUN
american_scientific_journal-2581	101	39	are	be	AUX
american_scientific_journal-2581	101	40	taken	take	VERB
american_scientific_journal-2581	101	41	to	to	PART
american_scientific_journal-2581	101	42	form	form	VERB
american_scientific_journal-2581	101	43	the	the	DET
american_scientific_journal-2581	101	44	next	next	ADJ
american_scientific_journal-2581	101	45	daily	daily	PROPN
american_scientific_journal-2581	101	46	forecast	forecast	NOUN
american_scientific_journal-2581	101	47	𝑅𝑅𝑅𝑅	𝑅𝑅𝑅𝑅	PROPN
american_scientific_journal-2581	101	48	�	�	PROPN
american_scientific_journal-2581	101	49	�	�	PROPN
american_scientific_journal-2581	101	50	𝑛𝑛𝑚𝑚	𝑛𝑛𝑚𝑚	NOUN
american_scientific_journal-2581	101	51	�	�	NOUN
american_scientific_journal-2581	101	52	+1	+1	PROPN
american_scientific_journal-2581	101	53	.	.	PUNCT
american_scientific_journal-2581	102	1	from	from	ADP
american_scientific_journal-2581	102	2	eq.(11	eq.(11	PROPN
american_scientific_journal-2581	102	3	)	)	PUNCT
american_scientific_journal-2581	102	4	,	,	PUNCT
american_scientific_journal-2581	102	5	we	we	PRON
american_scientific_journal-2581	102	6	note	note	VERB
american_scientific_journal-2581	102	7	that	that	SCONJ
american_scientific_journal-2581	102	8	the	the	DET
american_scientific_journal-2581	102	9	forecast	forecast	NOUN
american_scientific_journal-2581	102	10	�	�	PROPN
american_scientific_journal-2581	102	11	̂	̂	PROPN
american_scientific_journal-2581	102	12	�	�	NOUN
american_scientific_journal-2581	102	13	𝑧𝑛𝑛+1	𝑧𝑛𝑛+1	NOUN
american_scientific_journal-2581	102	14	relies	rely	VERB
american_scientific_journal-2581	102	15	heavily	heavily	ADV
american_scientific_journal-2581	102	16	on	on	ADP
american_scientific_journal-2581	102	17	the	the	DET
american_scientific_journal-2581	102	18	linear	linear	ADJ
american_scientific_journal-2581	102	19	combination	combination	NOUN
american_scientific_journal-2581	102	20	of	of	ADP
american_scientific_journal-2581	102	21	the	the	DET
american_scientific_journal-2581	102	22	past	past	ADJ
american_scientific_journal-2581	102	23	values	value	NOUN
american_scientific_journal-2581	102	24	{	{	PUNCT
american_scientific_journal-2581	102	25	𝑧𝑧𝑛𝑛	𝑧𝑧𝑛𝑛	ADJ
american_scientific_journal-2581	102	26	,	,	PUNCT
american_scientific_journal-2581	102	27	𝑧𝑧𝑛𝑛−1,⋯	𝑧𝑧𝑛𝑛−1,⋯	NUM
american_scientific_journal-2581	102	28	,	,	PUNCT
american_scientific_journal-2581	102	29	𝑧𝑧1	𝑧𝑧1	ADV
american_scientific_journal-2581	102	30	}	}	PUNCT
american_scientific_journal-2581	102	31	that	that	PRON
american_scientific_journal-2581	102	32	can	can	AUX
american_scientific_journal-2581	102	33	be	be	AUX
american_scientific_journal-2581	102	34	matched	match	VERB
american_scientific_journal-2581	102	35	to	to	PART
american_scientific_journal-2581	102	36	{	{	PUNCT
american_scientific_journal-2581	102	37	log	log	VERB
american_scientific_journal-2581	102	38	𝑟𝑟𝑛𝑛∗	𝑟𝑟𝑛𝑛∗	VERB
american_scientific_journal-2581	102	39	2	2	NUM
american_scientific_journal-2581	102	40	,	,	PUNCT
american_scientific_journal-2581	102	41	log	log	VERB
american_scientific_journal-2581	102	42	𝑟𝑟(𝑛𝑛−1)∗	𝑟𝑟(𝑛𝑛−1)∗	ADJ
american_scientific_journal-2581	102	43	2	2	NUM
american_scientific_journal-2581	102	44	⋯	⋯	NUM
american_scientific_journal-2581	102	45	,	,	PUNCT
american_scientific_journal-2581	102	46	log	log	VERB
american_scientific_journal-2581	102	47	𝑟𝑟1∗	𝑟𝑟1∗	PROPN
american_scientific_journal-2581	102	48	2	2	NUM
american_scientific_journal-2581	102	49	}	}	PUNCT
american_scientific_journal-2581	102	50	.	.	PUNCT
american_scientific_journal-2581	103	1	focusing	focus	VERB
american_scientific_journal-2581	103	2	on	on	ADP
american_scientific_journal-2581	103	3	the	the	DET
american_scientific_journal-2581	103	4	linear	linear	ADJ
american_scientific_journal-2581	103	5	combination	combination	NOUN
american_scientific_journal-2581	103	6	,	,	PUNCT
american_scientific_journal-2581	103	7	we	we	PRON
american_scientific_journal-2581	103	8	have	have	VERB
american_scientific_journal-2581	103	9	�	�	NOUN
american_scientific_journal-2581	103	10	̂	̂	SYM
american_scientific_journal-2581	103	11	�	�	NOUN
american_scientific_journal-2581	103	12	𝑧𝑛𝑛+1	𝑧𝑛𝑛+1	PROPN
american_scientific_journal-2581	103	13	≈	≈	PROPN
american_scientific_journal-2581	103	14	𝐴𝐴0𝑧𝑧𝑛𝑛	𝐴𝐴0𝑧𝑧𝑛𝑛	PROPN
american_scientific_journal-2581	104	1	+	+	CCONJ
american_scientific_journal-2581	104	2	𝐴𝐴1𝑧𝑧𝑛𝑛−1	𝐴𝐴1𝑧𝑧𝑛𝑛−1	NOUN
american_scientific_journal-2581	104	3	+	+	CCONJ
american_scientific_journal-2581	104	4	⋯+	⋯+	NOUN
american_scientific_journal-2581	104	5	𝐴𝐴𝑛𝑛−1𝑧𝑧1	𝐴𝐴𝑛𝑛−1𝑧𝑧1	ADP
american_scientific_journal-2581	104	6	american	american	ADJ
american_scientific_journal-2581	104	7	scientific	scientific	ADJ
american_scientific_journal-2581	104	8	research	research	NOUN
american_scientific_journal-2581	104	9	journal	journal	NOUN
american_scientific_journal-2581	104	10	for	for	ADP
american_scientific_journal-2581	104	11	engineering	engineering	NOUN
american_scientific_journal-2581	104	12	,	,	PUNCT
american_scientific_journal-2581	104	13	technology	technology	NOUN
american_scientific_journal-2581	104	14	,	,	PUNCT
american_scientific_journal-2581	104	15	and	and	CCONJ
american_scientific_journal-2581	104	16	sciences	science	NOUN
american_scientific_journal-2581	104	17	(	(	PUNCT
american_scientific_journal-2581	104	18	asrjets	asrjet	NOUN
american_scientific_journal-2581	104	19	)	)	PUNCT
american_scientific_journal-2581	104	20	(	(	PUNCT
american_scientific_journal-2581	104	21	2017	2017	NUM
american_scientific_journal-2581	104	22	)	)	PUNCT
american_scientific_journal-2581	104	23	volume	volume	NOUN
american_scientific_journal-2581	104	24	27	27	NUM
american_scientific_journal-2581	104	25	,	,	PUNCT
american_scientific_journal-2581	104	26	no	no	DET
american_scientific_journal-2581	104	27	1	1	NUM
american_scientific_journal-2581	104	28	,	,	PUNCT
american_scientific_journal-2581	104	29	pp	pp	ADV
american_scientific_journal-2581	104	30	213	213	NUM
american_scientific_journal-2581	104	31	-	-	SYM
american_scientific_journal-2581	104	32	233	233	NUM
american_scientific_journal-2581	104	33	219	219	NUM
american_scientific_journal-2581	104	34	�	�	NOUN
american_scientific_journal-2581	104	35	̂	̂	NUM
american_scientific_journal-2581	104	36	�	�	PROPN
american_scientific_journal-2581	104	37	𝑧𝑛𝑛+2	𝑧𝑛𝑛+2	PROPN
american_scientific_journal-2581	104	38	≈	≈	PROPN
american_scientific_journal-2581	104	39	𝐴𝐴0	𝐴𝐴0	PROPN
american_scientific_journal-2581	104	40	�	�	PROPN
american_scientific_journal-2581	104	41	̂	̂	SYM
american_scientific_journal-2581	104	42	�	�	NOUN
american_scientific_journal-2581	104	43	𝑧𝑛𝑛+1	𝑧𝑛𝑛+1	NOUN
american_scientific_journal-2581	104	44	+	+	CCONJ
american_scientific_journal-2581	104	45	𝐴𝐴1𝑧𝑧𝑛𝑛	𝐴𝐴1𝑧𝑧𝑛𝑛	NOUN
american_scientific_journal-2581	104	46	+	+	CCONJ
american_scientific_journal-2581	104	47	⋯+	⋯+	NOUN
american_scientific_journal-2581	104	48	𝐴𝐴𝑛𝑛−1𝑧𝑧2	𝐴𝐴𝑛𝑛−1𝑧𝑧2	ADJ
american_scientific_journal-2581	104	49	⋮	⋮	PROPN
american_scientific_journal-2581	104	50	�	�	PROPN
american_scientific_journal-2581	104	51	̂	̂	NOUN
american_scientific_journal-2581	104	52	�	�	NOUN
american_scientific_journal-2581	104	53	𝑧𝑛𝑛+𝑚𝑚	𝑧𝑛𝑛+𝑚𝑚	PROPN
american_scientific_journal-2581	104	54	≈	≈	PROPN
american_scientific_journal-2581	104	55	𝐴𝐴0	𝐴𝐴0	PROPN
american_scientific_journal-2581	104	56	�	�	PROPN
american_scientific_journal-2581	104	57	̂	̂	VERB
american_scientific_journal-2581	104	58	�	�	PROPN
american_scientific_journal-2581	104	59	𝑧𝑛𝑛+𝑚𝑚−1	𝑧𝑛𝑛+𝑚𝑚−1	NUM
american_scientific_journal-2581	104	60	+	+	X
american_scientific_journal-2581	104	61	𝐴𝐴1	𝐴𝐴1	PROPN
american_scientific_journal-2581	104	62	�	�	PROPN
american_scientific_journal-2581	104	63	̂	̂	NOUN
american_scientific_journal-2581	104	64	�	�	NOUN
american_scientific_journal-2581	104	65	𝑧𝑛𝑛+𝑚𝑚−2	𝑧𝑛𝑛+𝑚𝑚−2	NUM
american_scientific_journal-2581	104	66	+	+	NUM
american_scientific_journal-2581	104	67	⋯+	⋯+	NOUN
american_scientific_journal-2581	104	68	𝐴𝐴𝑛𝑛−1𝑧𝑧𝑚𝑚	𝐴𝐴𝑛𝑛−1𝑧𝑧𝑚𝑚	NOUN
american_scientific_journal-2581	104	69	according	accord	VERB
american_scientific_journal-2581	104	70	to	to	ADP
american_scientific_journal-2581	104	71	jensen	jensen	PROPN
american_scientific_journal-2581	104	72	’s	’s	PART
american_scientific_journal-2581	104	73	inequality	inequality	NOUN
american_scientific_journal-2581	104	74	,	,	PUNCT
american_scientific_journal-2581	104	75	we	we	PRON
american_scientific_journal-2581	104	76	anticipate	anticipate	VERB
american_scientific_journal-2581	104	77	that	that	SCONJ
american_scientific_journal-2581	104	78	exp	exp	NOUN
american_scientific_journal-2581	104	79	�	�	PROPN
american_scientific_journal-2581	104	80	log	log	NOUN
american_scientific_journal-2581	104	81	�	�	PROPN
american_scientific_journal-2581	104	82	̂	̂	NOUN
american_scientific_journal-2581	104	83	�	�	NOUN
american_scientific_journal-2581	104	84	𝑟(𝑛𝑛+𝑗𝑗)∗	𝑟(𝑛𝑛+𝑗𝑗)∗	NUM
american_scientific_journal-2581	104	85	2	2	NUM
american_scientific_journal-2581	104	86	�	�	NOUN
american_scientific_journal-2581	104	87	<	<	X
american_scientific_journal-2581	104	88	𝑟𝑟(𝑛𝑛+𝑗𝑗)∗	𝑟𝑟(𝑛𝑛+𝑗𝑗)∗	NUM
american_scientific_journal-2581	104	89	2	2	NUM
american_scientific_journal-2581	104	90	,	,	PUNCT
american_scientific_journal-2581	104	91	𝑗𝑗	𝑗𝑗	ADP
american_scientific_journal-2581	104	92	=	=	NOUN
american_scientific_journal-2581	104	93	1,⋯	1,⋯	NUM
american_scientific_journal-2581	104	94	,	,	PUNCT
american_scientific_journal-2581	104	95	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	104	96	,	,	PUNCT
american_scientific_journal-2581	104	97	of	of	ADP
american_scientific_journal-2581	104	98	which	which	PRON
american_scientific_journal-2581	104	99	exp	exp	NOUN
american_scientific_journal-2581	104	100	�	�	PROPN
american_scientific_journal-2581	104	101	log	log	NOUN
american_scientific_journal-2581	104	102	�	�	PROPN
american_scientific_journal-2581	104	103	̂	̂	NOUN
american_scientific_journal-2581	104	104	�	�	NOUN
american_scientific_journal-2581	104	105	𝑟(𝑛𝑛+𝑗𝑗)∗	𝑟(𝑛𝑛+𝑗𝑗)∗	NUM
american_scientific_journal-2581	104	106	2	2	NUM
american_scientific_journal-2581	104	107	�	�	NOUN
american_scientific_journal-2581	104	108	can	can	AUX
american_scientific_journal-2581	104	109	be	be	AUX
american_scientific_journal-2581	104	110	matched	match	VERB
american_scientific_journal-2581	104	111	to	to	ADP
american_scientific_journal-2581	104	112	exp	exp	NOUN
american_scientific_journal-2581	104	113	�	�	PROPN
american_scientific_journal-2581	104	114	�	�	PROPN
american_scientific_journal-2581	104	115	̂	̂	VERB
american_scientific_journal-2581	104	116	�	�	NOUN
american_scientific_journal-2581	104	117	𝑧𝑛𝑛+𝑗𝑗	𝑧𝑛𝑛+𝑗𝑗	NUM
american_scientific_journal-2581	104	118	�	�	PROPN
american_scientific_journal-2581	104	119	≈	≈	PROPN
american_scientific_journal-2581	104	120	exp	exp	NOUN
american_scientific_journal-2581	104	121	�	�	PROPN
american_scientific_journal-2581	104	122	𝐴𝐴0	𝐴𝐴0	PROPN
american_scientific_journal-2581	104	123	�	�	PROPN
american_scientific_journal-2581	104	124	̂	̂	PROPN
american_scientific_journal-2581	104	125	�	�	PROPN
american_scientific_journal-2581	104	126	𝑧𝑛𝑛+𝑗𝑗−1	𝑧𝑛𝑛+𝑗𝑗−1	PROPN
american_scientific_journal-2581	104	127	+	+	PROPN
american_scientific_journal-2581	105	1	𝐴𝐴1	𝐴𝐴1	PROPN
american_scientific_journal-2581	105	2	�	�	PROPN
american_scientific_journal-2581	105	3	̂	̂	NOUN
american_scientific_journal-2581	105	4	�	�	NOUN
american_scientific_journal-2581	105	5	𝑧𝑛𝑛+𝑗𝑗−2	𝑧𝑛𝑛+𝑗𝑗−2	NOUN
american_scientific_journal-2581	105	6	+	+	CCONJ
american_scientific_journal-2581	105	7	⋯+	⋯+	NOUN
american_scientific_journal-2581	105	8	𝐴𝐴𝑛𝑛−1𝑧𝑧𝑗𝑗	𝐴𝐴𝑛𝑛−1𝑧𝑧𝑗𝑗	VERB
american_scientific_journal-2581	105	9	�	�	PROPN
american_scientific_journal-2581	105	10	.	.	PUNCT
american_scientific_journal-2581	106	1	to	to	PART
american_scientific_journal-2581	106	2	adjust	adjust	VERB
american_scientific_journal-2581	106	3	the	the	DET
american_scientific_journal-2581	106	4	error	error	NOUN
american_scientific_journal-2581	106	5	due	due	ADP
american_scientific_journal-2581	106	6	to	to	ADP
american_scientific_journal-2581	106	7	the	the	DET
american_scientific_journal-2581	106	8	convex	convex	NOUN
american_scientific_journal-2581	106	9	transformation	transformation	NOUN
american_scientific_journal-2581	106	10	,	,	PUNCT
american_scientific_journal-2581	106	11	we	we	PRON
american_scientific_journal-2581	106	12	propose	propose	VERB
american_scientific_journal-2581	106	13	to	to	PART
american_scientific_journal-2581	106	14	consider	consider	VERB
american_scientific_journal-2581	106	15	an	an	DET
american_scientific_journal-2581	106	16	average	average	ADJ
american_scientific_journal-2581	106	17	effect	effect	NOUN
american_scientific_journal-2581	106	18	across	across	ADP
american_scientific_journal-2581	106	19	the	the	DET
american_scientific_journal-2581	106	20	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	106	21	one	one	NUM
american_scientific_journal-2581	106	22	-	-	PUNCT
american_scientific_journal-2581	106	23	step	step	NOUN
american_scientific_journal-2581	106	24	-	-	PUNCT
american_scientific_journal-2581	106	25	ahead	ahead	NOUN
american_scientific_journal-2581	106	26	forecasts	forecast	NOUN
american_scientific_journal-2581	106	27	.	.	PUNCT
american_scientific_journal-2581	107	1	with	with	ADP
american_scientific_journal-2581	107	2	this	this	DET
american_scientific_journal-2581	107	3	notion	notion	NOUN
american_scientific_journal-2581	107	4	,	,	PUNCT
american_scientific_journal-2581	107	5	let	let	VERB
american_scientific_journal-2581	107	6	us	we	PRON
american_scientific_journal-2581	107	7	estimate	estimate	VERB
american_scientific_journal-2581	107	8	the	the	DET
american_scientific_journal-2581	107	9	linear	linear	ADJ
american_scientific_journal-2581	107	10	combination	combination	NOUN
american_scientific_journal-2581	107	11	as	as	ADP
american_scientific_journal-2581	107	12	a	a	DET
american_scientific_journal-2581	107	13	product	product	NOUN
american_scientific_journal-2581	107	14	of	of	ADP
american_scientific_journal-2581	107	15	the	the	DET
american_scientific_journal-2581	107	16	mean	mean	ADJ
american_scientific_journal-2581	107	17	𝑧𝑧̅	𝑧𝑧̅	NOUN
american_scientific_journal-2581	107	18	=	=	SYM
american_scientific_journal-2581	107	19	𝐸𝐸(log	𝐸𝐸(log	ADJ
american_scientific_journal-2581	107	20	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	107	21	2	2	NUM
american_scientific_journal-2581	107	22	)	)	PUNCT
american_scientific_journal-2581	107	23	and	and	CCONJ
american_scientific_journal-2581	107	24	the	the	DET
american_scientific_journal-2581	107	25	sum	sum	NOUN
american_scientific_journal-2581	107	26	of	of	ADP
american_scientific_journal-2581	107	27	coefficients	coefficient	NOUN
american_scientific_journal-2581	107	28	𝐴𝐴𝑗𝑗.	𝐴𝐴𝑗𝑗.	PROPN
american_scientific_journal-2581	107	29	as	as	SCONJ
american_scientific_journal-2581	107	30	these	these	DET
american_scientific_journal-2581	107	31	forecasts	forecast	NOUN
american_scientific_journal-2581	107	32	are	be	AUX
american_scientific_journal-2581	107	33	obtained	obtain	VERB
american_scientific_journal-2581	107	34	based	base	VERB
american_scientific_journal-2581	107	35	on	on	ADP
american_scientific_journal-2581	107	36	the	the	DET
american_scientific_journal-2581	107	37	observation	observation	NOUN
american_scientific_journal-2581	107	38	sets	set	NOUN
american_scientific_journal-2581	107	39	that	that	PRON
american_scientific_journal-2581	107	40	are	be	AUX
american_scientific_journal-2581	107	41	updated	update	VERB
american_scientific_journal-2581	107	42	with	with	ADP
american_scientific_journal-2581	107	43	the	the	DET
american_scientific_journal-2581	107	44	preceding	precede	VERB
american_scientific_journal-2581	107	45	forecasts	forecast	NOUN
american_scientific_journal-2581	107	46	,	,	PUNCT
american_scientific_journal-2581	107	47	the	the	DET
american_scientific_journal-2581	107	48	sum	sum	NOUN
american_scientific_journal-2581	107	49	of	of	ADP
american_scientific_journal-2581	107	50	coefficients	coefficient	NOUN
american_scientific_journal-2581	107	51	of	of	ADP
american_scientific_journal-2581	107	52	each	each	DET
american_scientific_journal-2581	107	53	one	one	NUM
american_scientific_journal-2581	107	54	-	-	PUNCT
american_scientific_journal-2581	107	55	step	step	NOUN
american_scientific_journal-2581	107	56	ahead	ahead	NOUN
american_scientific_journal-2581	107	57	forecast	forecast	PROPN
american_scientific_journal-2581	107	58	can	can	AUX
american_scientific_journal-2581	107	59	be	be	AUX
american_scientific_journal-2581	107	60	explained	explain	VERB
american_scientific_journal-2581	107	61	as	as	SCONJ
american_scientific_journal-2581	107	62	follows	follow	VERB
american_scientific_journal-2581	107	63	:	:	PUNCT
american_scientific_journal-2581	107	64	forecast	forecast	NOUN
american_scientific_journal-2581	107	65	sum	sum	NOUN
american_scientific_journal-2581	107	66	of	of	ADP
american_scientific_journal-2581	107	67	coefficients	coefficient	NOUN
american_scientific_journal-2581	108	1	z	z	PROPN
american_scientific_journal-2581	108	2	�	�	PROPN
american_scientific_journal-2581	108	3	n+1	n+1	PROPN
american_scientific_journal-2581	108	4	s1	s1	NOUN
american_scientific_journal-2581	108	5	=	=	PUNCT
american_scientific_journal-2581	108	6	∑	∑	PROPN
american_scientific_journal-2581	108	7	aj	aj	PROPN
american_scientific_journal-2581	108	8	n−1	n−1	PROPN
american_scientific_journal-2581	108	9	j=0	j=0	PROPN
american_scientific_journal-2581	108	10	z	z	PROPN
american_scientific_journal-2581	108	11	�	�	PROPN
american_scientific_journal-2581	108	12	n+2	n+2	PROPN
american_scientific_journal-2581	108	13	s2	s2	NOUN
american_scientific_journal-2581	108	14	=	=	SYM
american_scientific_journal-2581	108	15	a0	a0	PROPN
american_scientific_journal-2581	108	16	∗	∗	NOUN
american_scientific_journal-2581	108	17	s1	s1	PROPN
american_scientific_journal-2581	108	18	+	+	CCONJ
american_scientific_journal-2581	108	19	∑	∑	PROPN
american_scientific_journal-2581	108	20	aj	aj	PROPN
american_scientific_journal-2581	108	21	n−1	n−1	PROPN
american_scientific_journal-2581	108	22	j=1	j=1	PROPN
american_scientific_journal-2581	108	23	⋮	⋮	PROPN
american_scientific_journal-2581	108	24	⋮	⋮	PROPN
american_scientific_journal-2581	108	25	z	z	PROPN
american_scientific_journal-2581	108	26	�	�	PROPN
american_scientific_journal-2581	108	27	n+m	n+m	NUM
american_scientific_journal-2581	108	28	sm	sm	NOUN
american_scientific_journal-2581	108	29	=	=	PROPN
american_scientific_journal-2581	108	30	a0	a0	PROPN
american_scientific_journal-2581	108	31	∗	∗	NOUN
american_scientific_journal-2581	108	32	sm−1	sm−1	NOUN
american_scientific_journal-2581	108	33	+	+	CCONJ
american_scientific_journal-2581	108	34	⋯+	⋯+	NOUN
american_scientific_journal-2581	108	35	am−2	am−2	NOUN
american_scientific_journal-2581	108	36	∗	∗	NOUN
american_scientific_journal-2581	108	37	s1	s1	PROPN
american_scientific_journal-2581	108	38	+	+	CCONJ
american_scientific_journal-2581	108	39	�	�	PROPN
american_scientific_journal-2581	108	40	aj	aj	PROPN
american_scientific_journal-2581	108	41	n−1	n−1	PROPN
american_scientific_journal-2581	108	42	j	j	PROPN
american_scientific_journal-2581	108	43	=	=	PRON
american_scientific_journal-2581	108	44	m−1	m−1	PROPN
american_scientific_journal-2581	108	45	we	we	PRON
american_scientific_journal-2581	108	46	propose	propose	VERB
american_scientific_journal-2581	108	47	to	to	PART
american_scientific_journal-2581	108	48	adjust	adjust	VERB
american_scientific_journal-2581	108	49	the	the	DET
american_scientific_journal-2581	108	50	difference	difference	NOUN
american_scientific_journal-2581	108	51	in	in	ADP
american_scientific_journal-2581	108	52	exp	exp	NOUN
american_scientific_journal-2581	108	53	�	�	PROPN
american_scientific_journal-2581	108	54	log	log	NOUN
american_scientific_journal-2581	108	55	�	�	PROPN
american_scientific_journal-2581	108	56	̂	̂	NOUN
american_scientific_journal-2581	108	57	�	�	NOUN
american_scientific_journal-2581	108	58	𝑟(𝑛𝑛+𝑗𝑗)∗	𝑟(𝑛𝑛+𝑗𝑗)∗	NUM
american_scientific_journal-2581	108	59	2	2	NUM
american_scientific_journal-2581	108	60	�	�	NOUN
american_scientific_journal-2581	108	61	and	and	CCONJ
american_scientific_journal-2581	108	62	𝑟𝑟(𝑛𝑛+𝑗𝑗)∗	𝑟𝑟(𝑛𝑛+𝑗𝑗)∗	SYM
american_scientific_journal-2581	108	63	2	2	NUM
american_scientific_journal-2581	108	64	,	,	PUNCT
american_scientific_journal-2581	108	65	𝑗𝑗	𝑗𝑗	ADP
american_scientific_journal-2581	108	66	=	=	NOUN
american_scientific_journal-2581	108	67	1,⋯	1,⋯	NUM
american_scientific_journal-2581	108	68	,	,	PUNCT
american_scientific_journal-2581	108	69	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	108	70	,	,	PUNCT
american_scientific_journal-2581	108	71	by	by	ADP
american_scientific_journal-2581	108	72	multiplying	multiply	VERB
american_scientific_journal-2581	108	73	a	a	DET
american_scientific_journal-2581	108	74	constant	constant	ADJ
american_scientific_journal-2581	108	75	𝑐𝑐𝑤𝑤	𝑐𝑐𝑤𝑤	NOUN
american_scientific_journal-2581	108	76	to	to	ADP
american_scientific_journal-2581	108	77	the	the	DET
american_scientific_journal-2581	108	78	forecast	forecast	NOUN
american_scientific_journal-2581	108	79	exp	exp	NOUN
american_scientific_journal-2581	108	80	�	�	PROPN
american_scientific_journal-2581	108	81	log	log	NOUN
american_scientific_journal-2581	108	82	�	�	PROPN
american_scientific_journal-2581	108	83	̂	̂	NOUN
american_scientific_journal-2581	108	84	�	�	NOUN
american_scientific_journal-2581	108	85	𝑟(𝑛𝑛+𝑗𝑗)∗	𝑟(𝑛𝑛+𝑗𝑗)∗	NUM
american_scientific_journal-2581	108	86	2	2	NUM
american_scientific_journal-2581	108	87	�	�	NOUN
american_scientific_journal-2581	108	88	,	,	PUNCT
american_scientific_journal-2581	108	89	𝑗𝑗	𝑗𝑗	ADP
american_scientific_journal-2581	108	90	=	=	NOUN
american_scientific_journal-2581	108	91	1,⋯	1,⋯	NUM
american_scientific_journal-2581	108	92	,	,	PUNCT
american_scientific_journal-2581	108	93	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	108	94	.	.	PUNCT
american_scientific_journal-2581	109	1	the	the	DET
american_scientific_journal-2581	109	2	constant	constant	ADJ
american_scientific_journal-2581	109	3	𝑐𝑐𝑤𝑤	𝑐𝑐𝑤𝑤	NOUN
american_scientific_journal-2581	109	4	is	be	AUX
american_scientific_journal-2581	109	5	a	a	DET
american_scientific_journal-2581	109	6	ratio	ratio	NOUN
american_scientific_journal-2581	109	7	that	that	PRON
american_scientific_journal-2581	109	8	corrects	correct	VERB
american_scientific_journal-2581	109	9	the	the	DET
american_scientific_journal-2581	109	10	effect	effect	NOUN
american_scientific_journal-2581	109	11	of	of	ADP
american_scientific_journal-2581	109	12	convex	convex	ADJ
american_scientific_journal-2581	109	13	transformation	transformation	NOUN
american_scientific_journal-2581	109	14	given	give	VERB
american_scientific_journal-2581	109	15	as	as	SCONJ
american_scientific_journal-2581	109	16	follows	follow	VERB
american_scientific_journal-2581	109	17	:	:	PUNCT
american_scientific_journal-2581	109	18	cw	cw	NOUN
american_scientific_journal-2581	109	19	=	=	NOUN
american_scientific_journal-2581	109	20	e(𝑒𝑒𝑒𝑒𝑝𝑝(κ	e(𝑒𝑒𝑒𝑒𝑝𝑝(κ	ADJ
american_scientific_journal-2581	109	21	∗	∗	NOUN
american_scientific_journal-2581	109	22	{	{	PUNCT
american_scientific_journal-2581	109	23	zt}t=1n	zt}t=1n	PROPN
american_scientific_journal-2581	109	24	)	)	PUNCT
american_scientific_journal-2581	109	25	)	)	PUNCT
american_scientific_journal-2581	110	1	𝑒𝑒𝑒𝑒𝑝𝑝(κ	𝑒𝑒𝑒𝑒𝑝𝑝(κ	ADV
american_scientific_journal-2581	110	2	∗	∗	X
american_scientific_journal-2581	110	3	z	z	PROPN
american_scientific_journal-2581	110	4	�	�	PROPN
american_scientific_journal-2581	110	5	)	)	PUNCT
american_scientific_journal-2581	110	6	(	(	PUNCT
american_scientific_journal-2581	110	7	13	13	NUM
american_scientific_journal-2581	110	8	)	)	PUNCT
american_scientific_journal-2581	110	9	where	where	SCONJ
american_scientific_journal-2581	110	10	𝜅𝜅	𝜅𝜅	ADV
american_scientific_journal-2581	110	11	is	be	AUX
american_scientific_journal-2581	110	12	the	the	DET
american_scientific_journal-2581	110	13	average	average	NOUN
american_scientific_journal-2581	110	14	of	of	ADP
american_scientific_journal-2581	110	15	𝑐𝑐𝑖𝑖	𝑐𝑐𝑖𝑖	NOUN
american_scientific_journal-2581	110	16	,	,	PUNCT
american_scientific_journal-2581	110	17	𝑖𝑖	𝑖𝑖	X
american_scientific_journal-2581	110	18	=	=	SYM
american_scientific_journal-2581	110	19	1,⋯𝑚𝑚.	1,⋯𝑚𝑚.	PROPN
american_scientific_journal-2581	110	20	in	in	ADP
american_scientific_journal-2581	110	21	short	short	ADJ
american_scientific_journal-2581	110	22	,	,	PUNCT
american_scientific_journal-2581	110	23	the	the	DET
american_scientific_journal-2581	110	24	forecast	forecast	NOUN
american_scientific_journal-2581	110	25	of	of	ADP
american_scientific_journal-2581	110	26	the	the	DET
american_scientific_journal-2581	110	27	pre	pre	ADJ
american_scientific_journal-2581	110	28	-	-	ADJ
american_scientific_journal-2581	110	29	processed	process	VERB
american_scientific_journal-2581	110	30	squared	square	VERB
american_scientific_journal-2581	110	31	return	return	NOUN
american_scientific_journal-2581	110	32	is	be	AUX
american_scientific_journal-2581	110	33	obtained	obtain	VERB
american_scientific_journal-2581	110	34	by	by	ADP
american_scientific_journal-2581	110	35	r	r	PROPN
american_scientific_journal-2581	110	36	�	�	PROPN
american_scientific_journal-2581	110	37	(n+j)∗	(n+j)∗	PUNCT
american_scientific_journal-2581	110	38	2	2	NUM
american_scientific_journal-2581	110	39	=	=	SYM
american_scientific_journal-2581	110	40	𝑒𝑒𝑒𝑒𝑝𝑝	𝑒𝑒𝑒𝑒𝑝𝑝	PROPN
american_scientific_journal-2581	110	41	�	�	PROPN
american_scientific_journal-2581	110	42	fw−1(d(z	fw−1(d(z	NOUN
american_scientific_journal-2581	110	43	�	�	NOUN
american_scientific_journal-2581	110	44	n+j	n+j	NUM
american_scientific_journal-2581	110	45	)	)	PUNCT
american_scientific_journal-2581	110	46	)	)	PUNCT
american_scientific_journal-2581	111	1	+	+	CCONJ
american_scientific_journal-2581	111	2	y𝑚𝑚∗	y𝑚𝑚∗	ADJ
american_scientific_journal-2581	111	3	−	−	ADP
american_scientific_journal-2581	111	4	0.1	0.1	NUM
american_scientific_journal-2581	111	5	�	�	PROPN
american_scientific_journal-2581	111	6	∗	∗	NOUN
american_scientific_journal-2581	111	7	cw	cw	PROPN
american_scientific_journal-2581	111	8	,	,	PUNCT
american_scientific_journal-2581	111	9	j	j	PROPN
american_scientific_journal-2581	111	10	=	=	SYM
american_scientific_journal-2581	111	11	1	1	NUM
american_scientific_journal-2581	111	12	,	,	PUNCT
american_scientific_journal-2581	111	13	…	…	PUNCT
american_scientific_journal-2581	111	14	,	,	PUNCT
american_scientific_journal-2581	111	15	m	m	VERB
american_scientific_journal-2581	111	16	(	(	PUNCT
american_scientific_journal-2581	111	17	14	14	NUM
american_scientific_journal-2581	111	18	)	)	PUNCT
american_scientific_journal-2581	111	19	where	where	SCONJ
american_scientific_journal-2581	111	20	𝐹𝐹𝑤𝑤−1(∙	𝐹𝐹𝑤𝑤−1(∙	X
american_scientific_journal-2581	111	21	)	)	PUNCT
american_scientific_journal-2581	111	22	is	be	AUX
american_scientific_journal-2581	111	23	the	the	DET
american_scientific_journal-2581	111	24	inverse	inverse	ADJ
american_scientific_journal-2581	111	25	weibull	weibull	NOUN
american_scientific_journal-2581	111	26	cumulative	cumulative	ADJ
american_scientific_journal-2581	111	27	distribution	distribution	NOUN
american_scientific_journal-2581	111	28	function	function	NOUN
american_scientific_journal-2581	111	29	.	.	PUNCT
american_scientific_journal-2581	112	1	the	the	DET
american_scientific_journal-2581	112	2	forecast	forecast	NOUN
american_scientific_journal-2581	112	3	of	of	ADP
american_scientific_journal-2581	112	4	the	the	DET
american_scientific_journal-2581	112	5	squared	square	VERB
american_scientific_journal-2581	112	6	returns	return	NOUN
american_scientific_journal-2581	112	7	𝑅𝑅	𝑅𝑅	PROPN
american_scientific_journal-2581	112	8	�	�	NOUN
american_scientific_journal-2581	112	9	𝑛𝑛+𝑗𝑗2	𝑛𝑛+𝑗𝑗2	NOUN
american_scientific_journal-2581	112	10	is	be	AUX
american_scientific_journal-2581	112	11	subsequently	subsequently	ADV
american_scientific_journal-2581	112	12	obtained	obtain	VERB
american_scientific_journal-2581	112	13	after	after	ADP
american_scientific_journal-2581	112	14	the	the	DET
american_scientific_journal-2581	112	15	procedures	procedure	NOUN
american_scientific_journal-2581	112	16	to	to	PART
american_scientific_journal-2581	112	17	undo	undo	VERB
american_scientific_journal-2581	112	18	the	the	DET
american_scientific_journal-2581	112	19	deseasonalization	deseasonalization	NOUN
american_scientific_journal-2581	112	20	,	,	PUNCT
american_scientific_journal-2581	112	21	mean	mean	VERB
american_scientific_journal-2581	112	22	and	and	CCONJ
american_scientific_journal-2581	112	23	trend	trend	NOUN
american_scientific_journal-2581	112	24	adjustments	adjustment	NOUN
american_scientific_journal-2581	112	25	.	.	PUNCT
american_scientific_journal-2581	113	1	we	we	PRON
american_scientific_journal-2581	113	2	follow	follow	VERB
american_scientific_journal-2581	113	3	deo	deo	PROPN
american_scientific_journal-2581	113	4	’s	’s	PART
american_scientific_journal-2581	113	5	procedures	procedure	NOUN
american_scientific_journal-2581	113	6	to	to	PART
american_scientific_journal-2581	113	7	re	re	VERB
american_scientific_journal-2581	113	8	-	-	VERB
american_scientific_journal-2581	113	9	seasonalize	seasonalize	VERB
american_scientific_journal-2581	113	10	the	the	DET
american_scientific_journal-2581	113	11	returns	return	NOUN
american_scientific_journal-2581	113	12	.	.	PUNCT
american_scientific_journal-2581	114	1	to	to	PART
american_scientific_journal-2581	114	2	undo	undo	VERB
american_scientific_journal-2581	114	3	the	the	DET
american_scientific_journal-2581	114	4	trend	trend	NOUN
american_scientific_journal-2581	114	5	adjustment	adjustment	NOUN
american_scientific_journal-2581	114	6	,	,	PUNCT
american_scientific_journal-2581	114	7	the	the	DET
american_scientific_journal-2581	114	8	forecast	forecast	NOUN
american_scientific_journal-2581	114	9	�	�	PROPN
american_scientific_journal-2581	114	10	̂	̂	VERB
american_scientific_journal-2581	114	11	�	�	NOUN
american_scientific_journal-2581	114	12	𝑟(𝑛𝑛+𝑗𝑗)∗	𝑟(𝑛𝑛+𝑗𝑗)∗	NUM
american_scientific_journal-2581	114	13	2	2	NUM
american_scientific_journal-2581	114	14	is	be	AUX
american_scientific_journal-2581	114	15	added	add	VERB
american_scientific_journal-2581	114	16	back	back	ADV
american_scientific_journal-2581	114	17	with	with	ADP
american_scientific_journal-2581	114	18	𝑇𝑇𝐿𝐿𝑅𝑅	𝑇𝑇𝐿𝐿𝑅𝑅	PROPN
american_scientific_journal-2581	114	19	�	�	PROPN
american_scientific_journal-2581	114	20	𝑛𝑛+𝑗𝑗	𝑛𝑛+𝑗𝑗	PROPN
american_scientific_journal-2581	114	21	following	follow	VERB
american_scientific_journal-2581	114	22	eq.(9	eq.(9	NOUN
american_scientific_journal-2581	114	23	)	)	PUNCT
american_scientific_journal-2581	114	24	,	,	PUNCT
american_scientific_journal-2581	114	25	where	where	SCONJ
american_scientific_journal-2581	114	26	the	the	DET
american_scientific_journal-2581	114	27	argument	argument	NOUN
american_scientific_journal-2581	114	28	is	be	AUX
american_scientific_journal-2581	114	29	𝜔𝜔	𝜔𝜔	ADP
american_scientific_journal-2581	114	30	�	�	X
american_scientific_journal-2581	114	31	𝑛𝑛	𝑛𝑛	NOUN
american_scientific_journal-2581	114	32	𝑘𝑘(𝑛𝑛+𝑗𝑗	𝑘𝑘(𝑛𝑛+𝑗𝑗	ADV
american_scientific_journal-2581	114	33	)	)	PUNCT
american_scientific_journal-2581	114	34	=	=	SYM
american_scientific_journal-2581	115	1	2𝜋𝜋𝑘𝑘	2𝜋𝜋𝑘𝑘	NUM
american_scientific_journal-2581	115	2	𝑛𝑛	𝑛𝑛	NOUN
american_scientific_journal-2581	115	3	(	(	PUNCT
american_scientific_journal-2581	115	4	𝑛𝑛	𝑛𝑛	NOUN
american_scientific_journal-2581	115	5	+	+	CCONJ
american_scientific_journal-2581	115	6	𝑗𝑗	𝑗𝑗	PROPN
american_scientific_journal-2581	115	7	)	)	PUNCT
american_scientific_journal-2581	115	8	,	,	PUNCT
american_scientific_journal-2581	115	9	𝑗𝑗	𝑗𝑗	ADP
american_scientific_journal-2581	115	10	=	=	NOUN
american_scientific_journal-2581	115	11	1,⋯	1,⋯	NUM
american_scientific_journal-2581	115	12	,	,	PUNCT
american_scientific_journal-2581	115	13	𝑚𝑚.	𝑚𝑚.	VERB
american_scientific_journal-2581	115	14	the	the	DET
american_scientific_journal-2581	115	15	forecast	forecast	NOUN
american_scientific_journal-2581	115	16	of	of	ADP
american_scientific_journal-2581	115	17	the	the	DET
american_scientific_journal-2581	115	18	squared	square	VERB
american_scientific_journal-2581	115	19	return	return	NOUN
american_scientific_journal-2581	115	20	is	be	AUX
american_scientific_journal-2581	115	21	obtained	obtain	VERB
american_scientific_journal-2581	115	22	as	as	ADP
american_scientific_journal-2581	115	23	follows	follow	VERB
american_scientific_journal-2581	115	24	:	:	PUNCT
american_scientific_journal-2581	115	25	american	american	ADJ
american_scientific_journal-2581	115	26	scientific	scientific	ADJ
american_scientific_journal-2581	115	27	research	research	PROPN
american_scientific_journal-2581	115	28	journal	journal	NOUN
american_scientific_journal-2581	115	29	for	for	ADP
american_scientific_journal-2581	115	30	engineering	engineering	NOUN
american_scientific_journal-2581	115	31	,	,	PUNCT
american_scientific_journal-2581	115	32	technology	technology	NOUN
american_scientific_journal-2581	115	33	,	,	PUNCT
american_scientific_journal-2581	115	34	and	and	CCONJ
american_scientific_journal-2581	115	35	sciences	science	NOUN
american_scientific_journal-2581	115	36	(	(	PUNCT
american_scientific_journal-2581	115	37	asrjets	asrjet	NOUN
american_scientific_journal-2581	115	38	)	)	PUNCT
american_scientific_journal-2581	115	39	(	(	PUNCT
american_scientific_journal-2581	115	40	2017	2017	NUM
american_scientific_journal-2581	115	41	)	)	PUNCT
american_scientific_journal-2581	115	42	volume	volume	NOUN
american_scientific_journal-2581	115	43	27	27	NUM
american_scientific_journal-2581	115	44	,	,	PUNCT
american_scientific_journal-2581	115	45	no	no	DET
american_scientific_journal-2581	115	46	1	1	NUM
american_scientific_journal-2581	115	47	,	,	PUNCT
american_scientific_journal-2581	115	48	pp	pp	ADV
american_scientific_journal-2581	115	49	213	213	NUM
american_scientific_journal-2581	115	50	-	-	SYM
american_scientific_journal-2581	115	51	233	233	NUM
american_scientific_journal-2581	115	52	220	220	NUM
american_scientific_journal-2581	115	53	r	r	NOUN
american_scientific_journal-2581	115	54	�	�	NOUN
american_scientific_journal-2581	115	55	n+j2	n+j2	NOUN
american_scientific_journal-2581	115	56	=	=	SYM
american_scientific_journal-2581	115	57	�	�	PROPN
american_scientific_journal-2581	115	58	�	�	PROPN
american_scientific_journal-2581	115	59	𝑒𝑒𝑒𝑒𝑝𝑝	𝑒𝑒𝑒𝑒𝑝𝑝	NOUN
american_scientific_journal-2581	115	60	�	�	PROPN
american_scientific_journal-2581	115	61	sn+j−m	sn+j−m	NOUN
american_scientific_journal-2581	115	62	+	+	CCONJ
american_scientific_journal-2581	115	63	tlr	tlr	PROPN
american_scientific_journal-2581	115	64	�	�	PROPN
american_scientific_journal-2581	115	65	n+j	n+j	PROPN
american_scientific_journal-2581	115	66	�	�	PROPN
american_scientific_journal-2581	115	67	∗	∗	NOUN
american_scientific_journal-2581	115	68	r	r	NOUN
american_scientific_journal-2581	115	69	�	�	PROPN
american_scientific_journal-2581	115	70	(n+j)∗	(n+j)∗	PUNCT
american_scientific_journal-2581	115	71	2	2	NUM
american_scientific_journal-2581	115	72	+	+	SYM
american_scientific_journal-2581	115	73	µ	µ	PRON
american_scientific_journal-2581	115	74	�	�	PROPN
american_scientific_journal-2581	115	75	r	r	NOUN
american_scientific_journal-2581	115	76	�	�	PROPN
american_scientific_journal-2581	115	77	2	2	NUM
american_scientific_journal-2581	115	78	,	,	PUNCT
american_scientific_journal-2581	115	79	j	j	PROPN
american_scientific_journal-2581	115	80	=	=	SYM
american_scientific_journal-2581	115	81	1,⋯	1,⋯	NUM
american_scientific_journal-2581	115	82	,	,	PUNCT
american_scientific_journal-2581	115	83	m	m	VERB
american_scientific_journal-2581	115	84	(	(	PUNCT
american_scientific_journal-2581	115	85	15	15	NUM
american_scientific_journal-2581	115	86	)	)	PUNCT
american_scientific_journal-2581	115	87	where	where	SCONJ
american_scientific_journal-2581	115	88	�	�	PROPN
american_scientific_journal-2581	115	89	̂	̂	SYM
american_scientific_journal-2581	115	90	�	�	PROPN
american_scientific_journal-2581	115	91	𝜇𝑅𝑅	𝜇𝑅𝑅	NOUN
american_scientific_journal-2581	115	92	is	be	AUX
american_scientific_journal-2581	115	93	the	the	DET
american_scientific_journal-2581	115	94	sample	sample	NOUN
american_scientific_journal-2581	115	95	mean	mean	NOUN
american_scientific_journal-2581	115	96	of	of	ADP
american_scientific_journal-2581	115	97	{	{	PUNCT
american_scientific_journal-2581	115	98	𝑅𝑅𝑡𝑡	𝑅𝑅𝑡𝑡	PROPN
american_scientific_journal-2581	115	99	}	}	PUNCT
american_scientific_journal-2581	115	100	𝑡𝑡=1𝑛𝑛	𝑡𝑡=1𝑛𝑛	NOUN
american_scientific_journal-2581	115	101	.	.	PUNCT
american_scientific_journal-2581	116	1	the	the	DET
american_scientific_journal-2581	116	2	rv	rv	PROPN
american_scientific_journal-2581	116	3	for	for	ADP
american_scientific_journal-2581	116	4	the	the	DET
american_scientific_journal-2581	116	5	next	next	ADJ
american_scientific_journal-2581	116	6	trading	trading	NOUN
american_scientific_journal-2581	116	7	day	day	NOUN
american_scientific_journal-2581	116	8	is	be	AUX
american_scientific_journal-2581	116	9	predicted	predict	VERB
american_scientific_journal-2581	116	10	as	as	ADP
american_scientific_journal-2581	116	11	the	the	DET
american_scientific_journal-2581	116	12	sum	sum	NOUN
american_scientific_journal-2581	116	13	of	of	ADP
american_scientific_journal-2581	116	14	squared	squared	ADJ
american_scientific_journal-2581	116	15	returns	return	NOUN
american_scientific_journal-2581	116	16	,	,	PUNCT
american_scientific_journal-2581	116	17	that	that	PRON
american_scientific_journal-2581	116	18	is	be	AUX
american_scientific_journal-2581	116	19	𝑅𝑅𝑅𝑅	𝑅𝑅𝑅𝑅	PROPN
american_scientific_journal-2581	116	20	�	�	PROPN
american_scientific_journal-2581	116	21	�	�	PROPN
american_scientific_journal-2581	116	22	𝑛𝑛𝑚𝑚	𝑛𝑛𝑚𝑚	NOUN
american_scientific_journal-2581	116	23	�	�	PROPN
american_scientific_journal-2581	116	24	+1	+1	NOUN
american_scientific_journal-2581	116	25	=	=	PUNCT
american_scientific_journal-2581	116	26	∑	∑	PUNCT
american_scientific_journal-2581	116	27	𝑅𝑅	𝑅𝑅	PROPN
american_scientific_journal-2581	116	28	�	�	PROPN
american_scientific_journal-2581	116	29	𝑡𝑡2𝑛𝑛+𝑚𝑚	𝑡𝑡2𝑛𝑛+𝑚𝑚	NOUN
american_scientific_journal-2581	116	30	𝑡𝑡=𝑛𝑛+1	𝑡𝑡=𝑛𝑛+1	NOUN
american_scientific_journal-2581	116	31	.	.	PUNCT
american_scientific_journal-2581	117	1	in	in	ADP
american_scientific_journal-2581	117	2	short	short	ADJ
american_scientific_journal-2581	117	3	,	,	PUNCT
american_scientific_journal-2581	117	4	the	the	DET
american_scientific_journal-2581	117	5	refined	refined	ADJ
american_scientific_journal-2581	117	6	fdqml	fdqml	NOUN
american_scientific_journal-2581	117	7	-	-	PUNCT
american_scientific_journal-2581	117	8	lmsv	lmsv	NOUN
american_scientific_journal-2581	117	9	procedures	procedure	NOUN
american_scientific_journal-2581	117	10	can	can	AUX
american_scientific_journal-2581	117	11	be	be	AUX
american_scientific_journal-2581	117	12	summarized	summarize	VERB
american_scientific_journal-2581	117	13	as	as	SCONJ
american_scientific_journal-2581	117	14	follows	follow	VERB
american_scientific_journal-2581	117	15	,	,	PUNCT
american_scientific_journal-2581	117	16	with	with	ADP
american_scientific_journal-2581	117	17	steps	step	NOUN
american_scientific_journal-2581	117	18	(	(	PUNCT
american_scientific_journal-2581	117	19	2	2	NUM
american_scientific_journal-2581	117	20	)	)	PUNCT
american_scientific_journal-2581	117	21	,	,	PUNCT
american_scientific_journal-2581	117	22	(	(	PUNCT
american_scientific_journal-2581	117	23	4	4	NUM
american_scientific_journal-2581	117	24	)	)	PUNCT
american_scientific_journal-2581	117	25	,	,	PUNCT
american_scientific_journal-2581	117	26	(	(	PUNCT
american_scientific_journal-2581	117	27	8)	8)	NUM
american_scientific_journal-2581	117	28	and	and	CCONJ
american_scientific_journal-2581	117	29	(	(	PUNCT
american_scientific_journal-2581	117	30	9	9	X
american_scientific_journal-2581	117	31	)	)	PUNCT
american_scientific_journal-2581	117	32	being	be	AUX
american_scientific_journal-2581	117	33	the	the	DET
american_scientific_journal-2581	117	34	proposed	propose	VERB
american_scientific_journal-2581	117	35	enhancement	enhancement	NOUN
american_scientific_journal-2581	117	36	.	.	PUNCT
american_scientific_journal-2581	118	1	let	let	VERB
american_scientific_journal-2581	118	2	the	the	DET
american_scientific_journal-2581	118	3	first	first	ADJ
american_scientific_journal-2581	118	4	estimation	estimation	NOUN
american_scientific_journal-2581	118	5	window	window	NOUN
american_scientific_journal-2581	118	6	be	be	AUX
american_scientific_journal-2581	118	7	{	{	PUNCT
american_scientific_journal-2581	118	8	𝑅𝑅𝑡𝑡2}𝑡𝑡=1𝑛𝑛	𝑅𝑅𝑡𝑡2}𝑡𝑡=1𝑛𝑛	NOUN
american_scientific_journal-2581	118	9	,	,	PUNCT
american_scientific_journal-2581	118	10	and	and	CCONJ
american_scientific_journal-2581	118	11	assume	assume	VERB
american_scientific_journal-2581	118	12	that	that	SCONJ
american_scientific_journal-2581	118	13	the	the	DET
american_scientific_journal-2581	118	14	observations	observation	NOUN
american_scientific_journal-2581	118	15	{	{	PUNCT
american_scientific_journal-2581	118	16	𝑅𝑅𝑡𝑡2}𝑡𝑡=1𝑛𝑛+𝑚𝑚∗𝑖𝑖are	𝑅𝑅𝑡𝑡2}𝑡𝑡=1𝑛𝑛+𝑚𝑚∗𝑖𝑖are	VERB
american_scientific_journal-2581	118	17	available	available	ADJ
american_scientific_journal-2581	118	18	after	after	ADP
american_scientific_journal-2581	118	19	�	�	NOUN
american_scientific_journal-2581	118	20	𝑛𝑛	𝑛𝑛	NOUN
american_scientific_journal-2581	118	21	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	118	22	�	�	PROPN
american_scientific_journal-2581	118	23	+	+	CCONJ
american_scientific_journal-2581	118	24	𝑖𝑖	𝑖𝑖	X
american_scientific_journal-2581	118	25	–	–	PUNCT
american_scientific_journal-2581	118	26	day	day	NOUN
american_scientific_journal-2581	118	27	of	of	ADP
american_scientific_journal-2581	118	28	forecast	forecast	NOUN
american_scientific_journal-2581	118	29	.	.	PUNCT
american_scientific_journal-2581	119	1	to	to	PART
american_scientific_journal-2581	119	2	obtain	obtain	VERB
american_scientific_journal-2581	119	3	the	the	DET
american_scientific_journal-2581	119	4	forecast	forecast	NOUN
american_scientific_journal-2581	119	5	𝑅𝑅𝑅𝑅	𝑅𝑅𝑅𝑅	PROPN
american_scientific_journal-2581	119	6	�	�	PROPN
american_scientific_journal-2581	119	7	�	�	PROPN
american_scientific_journal-2581	119	8	𝑛𝑛𝑚𝑚	𝑛𝑛𝑚𝑚	NOUN
american_scientific_journal-2581	119	9	�	�	PROPN
american_scientific_journal-2581	119	10	+𝑖𝑖	+𝑖𝑖	PRON
american_scientific_journal-2581	119	11	:	:	PUNCT
american_scientific_journal-2581	119	12	(	(	PUNCT
american_scientific_journal-2581	119	13	1	1	X
american_scientific_journal-2581	119	14	)	)	PUNCT
american_scientific_journal-2581	119	15	obtain	obtain	VERB
american_scientific_journal-2581	119	16	a	a	DET
american_scientific_journal-2581	119	17	demeaned	demeaned	ADJ
american_scientific_journal-2581	119	18	log	log	NOUN
american_scientific_journal-2581	119	19	returned	return	VERB
american_scientific_journal-2581	119	20	squared	square	VERB
american_scientific_journal-2581	119	21	series	series	NOUN
american_scientific_journal-2581	119	22	log𝑅𝑅𝑡𝑡2	log𝑅𝑅𝑡𝑡2	PROPN
american_scientific_journal-2581	119	23	−	−	PROPN
american_scientific_journal-2581	119	24	�	�	PROPN
american_scientific_journal-2581	119	25	̂	̂	NOUN
american_scientific_journal-2581	119	26	�	�	NOUN
american_scientific_journal-2581	119	27	𝜇.	𝜇.	NOUN
american_scientific_journal-2581	119	28	(	(	PUNCT
american_scientific_journal-2581	119	29	2	2	X
american_scientific_journal-2581	119	30	)	)	PUNCT
american_scientific_journal-2581	119	31	perform	perform	VERB
american_scientific_journal-2581	119	32	de	de	ADV
american_scientific_journal-2581	119	33	-	-	VERB
american_scientific_journal-2581	119	34	trending	trending	NOUN
american_scientific_journal-2581	119	35	using	use	VERB
american_scientific_journal-2581	119	36	eq.(9	eq.(9	NOUN
american_scientific_journal-2581	119	37	)	)	PUNCT
american_scientific_journal-2581	119	38	.	.	PUNCT
american_scientific_journal-2581	120	1	get	get	VERB
american_scientific_journal-2581	120	2	𝑟𝑟𝑒𝑒𝑐𝑐𝐿𝐿𝑅𝑅𝑡𝑡.	𝑟𝑟𝑒𝑒𝑐𝑐𝐿𝐿𝑅𝑅𝑡𝑡.	NOUN
american_scientific_journal-2581	120	3	(	(	PUNCT
american_scientific_journal-2581	120	4	3	3	X
american_scientific_journal-2581	120	5	)	)	PUNCT
american_scientific_journal-2581	120	6	perform	perform	VERB
american_scientific_journal-2581	120	7	de	de	NOUN
american_scientific_journal-2581	120	8	-	-	NOUN
american_scientific_journal-2581	120	9	seasonalization	seasonalization	NOUN
american_scientific_journal-2581	120	10	on	on	ADP
american_scientific_journal-2581	120	11	𝑟𝑟𝑒𝑒𝑐𝑐𝐿𝐿𝑅𝑅𝑡𝑡	𝑟𝑟𝑒𝑒𝑐𝑐𝐿𝐿𝑅𝑅𝑡𝑡	NOUN
american_scientific_journal-2581	120	12	using	use	VERB
american_scientific_journal-2581	120	13	eq.(3	eq.(3	NOUN
american_scientific_journal-2581	120	14	)	)	PUNCT
american_scientific_journal-2581	120	15	.	.	PUNCT
american_scientific_journal-2581	121	1	this	this	PRON
american_scientific_journal-2581	121	2	gives	give	VERB
american_scientific_journal-2581	121	3	log	log	NOUN
american_scientific_journal-2581	121	4	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	PROPN
american_scientific_journal-2581	121	5	2	2	NUM
american_scientific_journal-2581	121	6	.	.	PUNCT
american_scientific_journal-2581	122	1	(	(	PUNCT
american_scientific_journal-2581	122	2	4	4	X
american_scientific_journal-2581	122	3	)	)	PUNCT
american_scientific_journal-2581	122	4	perform	perform	VERB
american_scientific_journal-2581	122	5	normalization	normalization	NOUN
american_scientific_journal-2581	122	6	using	use	VERB
american_scientific_journal-2581	122	7	eq.(10	eq.(10	NOUN
american_scientific_journal-2581	122	8	)	)	PUNCT
american_scientific_journal-2581	122	9	.	.	PUNCT
american_scientific_journal-2581	123	1	this	this	PRON
american_scientific_journal-2581	123	2	gives	give	VERB
american_scientific_journal-2581	123	3	𝑧𝑧𝑡𝑡.	𝑧𝑧𝑡𝑡.	NOUN
american_scientific_journal-2581	123	4	(	(	PUNCT
american_scientific_journal-2581	123	5	5	5	NUM
american_scientific_journal-2581	123	6	)	)	PUNCT
american_scientific_journal-2581	123	7	estimate	estimate	VERB
american_scientific_journal-2581	123	8	the	the	DET
american_scientific_journal-2581	123	9	lmsv	lmsv	NOUN
american_scientific_journal-2581	123	10	parameters	parameter	NOUN
american_scientific_journal-2581	123	11	based	base	VERB
american_scientific_journal-2581	123	12	on	on	ADP
american_scientific_journal-2581	123	13	𝑧𝑧𝑡𝑡.	𝑧𝑧𝑡𝑡.	NOUN
american_scientific_journal-2581	123	14	(	(	PUNCT
american_scientific_journal-2581	123	15	6	6	NUM
american_scientific_journal-2581	123	16	)	)	PUNCT
american_scientific_journal-2581	123	17	estimate	estimate	NOUN
american_scientific_journal-2581	123	18	the	the	DET
american_scientific_journal-2581	123	19	covariance	covariance	NOUN
american_scientific_journal-2581	123	20	function	function	NOUN
american_scientific_journal-2581	123	21	of	of	ADP
american_scientific_journal-2581	123	22	𝑧𝑧𝑡𝑡	𝑧𝑧𝑡𝑡	NOUN
american_scientific_journal-2581	123	23	based	base	VERB
american_scientific_journal-2581	123	24	on	on	ADP
american_scientific_journal-2581	123	25	an	an	DET
american_scientific_journal-2581	123	26	assumed	assume	VERB
american_scientific_journal-2581	123	27	arfima	arfima	PROPN
american_scientific_journal-2581	123	28	model	model	NOUN
american_scientific_journal-2581	123	29	.	.	PUNCT
american_scientific_journal-2581	124	1	(	(	PUNCT
american_scientific_journal-2581	124	2	7	7	X
american_scientific_journal-2581	124	3	)	)	PUNCT
american_scientific_journal-2581	124	4	perform	perform	VERB
american_scientific_journal-2581	124	5	one	one	NUM
american_scientific_journal-2581	124	6	-	-	PUNCT
american_scientific_journal-2581	124	7	step	step	NOUN
american_scientific_journal-2581	124	8	-	-	PUNCT
american_scientific_journal-2581	124	9	ahead	ahead	NOUN
american_scientific_journal-2581	124	10	forecast	forecast	NOUN
american_scientific_journal-2581	124	11	�	�	PROPN
american_scientific_journal-2581	124	12	̂	̂	VERB
american_scientific_journal-2581	124	13	�	�	NOUN
american_scientific_journal-2581	124	14	𝑧𝑛𝑛+𝑗𝑗	𝑧𝑛𝑛+𝑗𝑗	NUM
american_scientific_journal-2581	124	15	,	,	PUNCT
american_scientific_journal-2581	124	16	𝑗𝑗	𝑗𝑗	ADP
american_scientific_journal-2581	124	17	=	=	NOUN
american_scientific_journal-2581	124	18	1	1	NUM
american_scientific_journal-2581	124	19	,	,	PUNCT
american_scientific_journal-2581	124	20	…	…	PUNCT
american_scientific_journal-2581	124	21	,	,	PUNCT
american_scientific_journal-2581	124	22	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	124	23	using	use	VERB
american_scientific_journal-2581	124	24	linear	linear	PROPN
american_scientific_journal-2581	124	25	predictor	predictor	NOUN
american_scientific_journal-2581	124	26	in	in	ADP
american_scientific_journal-2581	124	27	eq.(11	eq.(11	PROPN
american_scientific_journal-2581	124	28	)	)	PUNCT
american_scientific_journal-2581	124	29	.	.	PUNCT
american_scientific_journal-2581	125	1	(	(	PUNCT
american_scientific_journal-2581	125	2	8)	8)	NUM
american_scientific_journal-2581	125	3	obtain	obtain	VERB
american_scientific_journal-2581	125	4	the	the	DET
american_scientific_journal-2581	125	5	parameters	parameter	NOUN
american_scientific_journal-2581	125	6	of	of	ADP
american_scientific_journal-2581	125	7	the	the	DET
american_scientific_journal-2581	125	8	weibull	weibull	PROPN
american_scientific_journal-2581	125	9	fit	fit	NOUN
american_scientific_journal-2581	125	10	to	to	PART
american_scientific_journal-2581	125	11	log	log	VERB
american_scientific_journal-2581	125	12	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	NUM
american_scientific_journal-2581	125	13	2	2	NUM
american_scientific_journal-2581	125	14	distribution	distribution	NOUN
american_scientific_journal-2581	125	15	using	use	VERB
american_scientific_journal-2581	125	16	eq.(12	eq.(12	NOUN
american_scientific_journal-2581	125	17	)	)	PUNCT
american_scientific_journal-2581	125	18	.	.	PUNCT
american_scientific_journal-2581	126	1	take	take	VERB
american_scientific_journal-2581	126	2	note	note	NOUN
american_scientific_journal-2581	126	3	of	of	ADP
american_scientific_journal-2581	126	4	the	the	DET
american_scientific_journal-2581	126	5	adjustment	adjustment	NOUN
american_scientific_journal-2581	126	6	for	for	ADP
american_scientific_journal-2581	126	7	positive	positive	ADJ
american_scientific_journal-2581	126	8	input	input	NOUN
american_scientific_journal-2581	126	9	.	.	PUNCT
american_scientific_journal-2581	127	1	(	(	PUNCT
american_scientific_journal-2581	127	2	9	9	X
american_scientific_journal-2581	127	3	)	)	PUNCT
american_scientific_journal-2581	127	4	obtain	obtain	VERB
american_scientific_journal-2581	127	5	the	the	DET
american_scientific_journal-2581	127	6	forecast	forecast	NOUN
american_scientific_journal-2581	127	7	of	of	ADP
american_scientific_journal-2581	127	8	the	the	DET
american_scientific_journal-2581	127	9	pre	pre	ADJ
american_scientific_journal-2581	127	10	-	-	ADJ
american_scientific_journal-2581	127	11	processed	process	VERB
american_scientific_journal-2581	127	12	squared	square	VERB
american_scientific_journal-2581	127	13	return	return	NOUN
american_scientific_journal-2581	127	14	�	�	SYM
american_scientific_journal-2581	127	15	̂	̂	SYM
american_scientific_journal-2581	127	16	�	�	NOUN
american_scientific_journal-2581	127	17	𝑟(𝑛𝑛+𝑗𝑗)∗	𝑟(𝑛𝑛+𝑗𝑗)∗	NUM
american_scientific_journal-2581	127	18	2	2	NUM
american_scientific_journal-2581	127	19	using	use	VERB
american_scientific_journal-2581	127	20	eq.(14	eq.(14	NOUN
american_scientific_journal-2581	127	21	)	)	PUNCT
american_scientific_journal-2581	127	22	.	.	PUNCT
american_scientific_journal-2581	128	1	(	(	PUNCT
american_scientific_journal-2581	128	2	10	10	NUM
american_scientific_journal-2581	128	3	)	)	PUNCT
american_scientific_journal-2581	128	4	obtain	obtain	VERB
american_scientific_journal-2581	128	5	the	the	DET
american_scientific_journal-2581	128	6	forecast	forecast	NOUN
american_scientific_journal-2581	128	7	of	of	ADP
american_scientific_journal-2581	128	8	the	the	DET
american_scientific_journal-2581	128	9	squared	square	VERB
american_scientific_journal-2581	128	10	return	return	NOUN
american_scientific_journal-2581	128	11	𝑅𝑅	𝑅𝑅	PROPN
american_scientific_journal-2581	128	12	�	�	NOUN
american_scientific_journal-2581	128	13	𝑛𝑛+𝑗𝑗2	𝑛𝑛+𝑗𝑗2	NOUN
american_scientific_journal-2581	128	14	using	use	VERB
american_scientific_journal-2581	128	15	eq.(15	eq.(15	NOUN
american_scientific_journal-2581	128	16	)	)	PUNCT
american_scientific_journal-2581	128	17	.	.	PUNCT
american_scientific_journal-2581	129	1	(	(	PUNCT
american_scientific_journal-2581	129	2	11	11	X
american_scientific_journal-2581	129	3	)	)	PUNCT
american_scientific_journal-2581	129	4	compute	compute	VERB
american_scientific_journal-2581	129	5	the	the	DET
american_scientific_journal-2581	129	6	forecast	forecast	NOUN
american_scientific_journal-2581	129	7	𝑅𝑅𝑅𝑅	𝑅𝑅𝑅𝑅	PROPN
american_scientific_journal-2581	129	8	�	�	PROPN
american_scientific_journal-2581	129	9	�	�	PROPN
american_scientific_journal-2581	129	10	𝑛𝑛𝑚𝑚	𝑛𝑛𝑚𝑚	NOUN
american_scientific_journal-2581	129	11	�	�	PROPN
american_scientific_journal-2581	129	12	+𝑖𝑖	+𝑖𝑖	NOUN
american_scientific_journal-2581	129	13	using	use	VERB
american_scientific_journal-2581	129	14	the	the	DET
american_scientific_journal-2581	129	15	results	result	NOUN
american_scientific_journal-2581	129	16	from	from	ADP
american_scientific_journal-2581	129	17	step	step	NOUN
american_scientific_journal-2581	129	18	(	(	PUNCT
american_scientific_journal-2581	129	19	10	10	NUM
american_scientific_journal-2581	129	20	)	)	PUNCT
american_scientific_journal-2581	129	21	.	.	PUNCT
american_scientific_journal-2581	130	1	(	(	PUNCT
american_scientific_journal-2581	130	2	12	12	NUM
american_scientific_journal-2581	130	3	)	)	PUNCT
american_scientific_journal-2581	130	4	next	next	ADJ
american_scientific_journal-2581	130	5	estimation	estimation	NOUN
american_scientific_journal-2581	130	6	window	window	NOUN
american_scientific_journal-2581	130	7	is	be	AUX
american_scientific_journal-2581	130	8	{	{	PUNCT
american_scientific_journal-2581	130	9	𝑅𝑅𝑡𝑡2}𝑡𝑡=1+𝑚𝑚∗𝑖𝑖	𝑅𝑅𝑡𝑡2}𝑡𝑡=1+𝑚𝑚∗𝑖𝑖	PROPN
american_scientific_journal-2581	130	10	𝑛𝑛+𝑚𝑚∗𝑖𝑖	𝑛𝑛+𝑚𝑚∗𝑖𝑖	PROPN
american_scientific_journal-2581	130	11	.	.	PUNCT
american_scientific_journal-2581	131	1	repeat	repeat	NOUN
american_scientific_journal-2581	131	2	steps	step	NOUN
american_scientific_journal-2581	131	3	(	(	PUNCT
american_scientific_journal-2581	131	4	1	1	NUM
american_scientific_journal-2581	131	5	)	)	PUNCT
american_scientific_journal-2581	131	6	–	–	PUNCT
american_scientific_journal-2581	131	7	(	(	PUNCT
american_scientific_journal-2581	131	8	12	12	NUM
american_scientific_journal-2581	131	9	)	)	PUNCT
american_scientific_journal-2581	131	10	until	until	SCONJ
american_scientific_journal-2581	131	11	all	all	DET
american_scientific_journal-2581	131	12	the	the	DET
american_scientific_journal-2581	131	13	out	out	ADJ
american_scientific_journal-2581	131	14	-	-	PUNCT
american_scientific_journal-2581	131	15	of	of	ADP
american_scientific_journal-2581	131	16	-	-	PUNCT
american_scientific_journal-2581	131	17	sample	sample	NOUN
american_scientific_journal-2581	131	18	forecasts	forecast	NOUN
american_scientific_journal-2581	131	19	are	be	AUX
american_scientific_journal-2581	131	20	sought	seek	VERB
american_scientific_journal-2581	131	21	.	.	PUNCT
american_scientific_journal-2581	132	1	it	it	PRON
american_scientific_journal-2581	132	2	can	can	AUX
american_scientific_journal-2581	132	3	be	be	AUX
american_scientific_journal-2581	132	4	seen	see	VERB
american_scientific_journal-2581	132	5	that	that	SCONJ
american_scientific_journal-2581	132	6	the	the	DET
american_scientific_journal-2581	132	7	proposed	propose	VERB
american_scientific_journal-2581	132	8	method	method	NOUN
american_scientific_journal-2581	132	9	is	be	AUX
american_scientific_journal-2581	132	10	less	less	ADV
american_scientific_journal-2581	132	11	demanding	demanding	ADJ
american_scientific_journal-2581	132	12	as	as	SCONJ
american_scientific_journal-2581	132	13	it	it	PRON
american_scientific_journal-2581	132	14	only	only	ADV
american_scientific_journal-2581	132	15	requires	require	VERB
american_scientific_journal-2581	132	16	the	the	DET
american_scientific_journal-2581	132	17	lmsv	lmsv	PROPN
american_scientific_journal-2581	132	18	parameter	parameter	PROPN
american_scientific_journal-2581	132	19	estimation	estimation	NOUN
american_scientific_journal-2581	132	20	to	to	PART
american_scientific_journal-2581	132	21	be	be	AUX
american_scientific_journal-2581	132	22	done	do	VERB
american_scientific_journal-2581	132	23	on	on	ADP
american_scientific_journal-2581	132	24	𝑧𝑧𝑡𝑡	𝑧𝑧𝑡𝑡	NOUN
american_scientific_journal-2581	132	25	but	but	CCONJ
american_scientific_journal-2581	132	26	the	the	DET
american_scientific_journal-2581	132	27	lmsv2	lmsv2	PROPN
american_scientific_journal-2581	132	28	or	or	CCONJ
american_scientific_journal-2581	132	29	lmsvc	lmsvc	PROPN
american_scientific_journal-2581	132	30	model	model	NOUN
american_scientific_journal-2581	132	31	needs	need	VERB
american_scientific_journal-2581	132	32	twice	twice	DET
american_scientific_journal-2581	132	33	the	the	DET
american_scientific_journal-2581	132	34	procedure	procedure	NOUN
american_scientific_journal-2581	132	35	,	,	PUNCT
american_scientific_journal-2581	132	36	once	once	ADV
american_scientific_journal-2581	132	37	on	on	ADP
american_scientific_journal-2581	132	38	log	log	NOUN
american_scientific_journal-2581	132	39	𝑟𝑟𝑡𝑡2	𝑟𝑟𝑡𝑡2	NOUN
american_scientific_journal-2581	132	40	and	and	CCONJ
american_scientific_journal-2581	132	41	another	another	PRON
american_scientific_journal-2581	132	42	on	on	ADP
american_scientific_journal-2581	132	43	log|𝑟𝑟𝑡𝑡|𝑐𝑐.	log|𝑟𝑟𝑡𝑡|𝑐𝑐.	NOUN
american_scientific_journal-2581	132	44	besides	besides	SCONJ
american_scientific_journal-2581	132	45	,	,	PUNCT
american_scientific_journal-2581	132	46	the	the	DET
american_scientific_journal-2581	132	47	linear	linear	ADJ
american_scientific_journal-2581	132	48	predictor	predictor	NOUN
american_scientific_journal-2581	132	49	is	be	AUX
american_scientific_journal-2581	132	50	also	also	ADV
american_scientific_journal-2581	132	51	simplified	simplify	VERB
american_scientific_journal-2581	132	52	as	as	SCONJ
american_scientific_journal-2581	132	53	the	the	DET
american_scientific_journal-2581	132	54	complexity	complexity	NOUN
american_scientific_journal-2581	132	55	of	of	ADP
american_scientific_journal-2581	132	56	bivariate	bivariate	NOUN
american_scientific_journal-2581	132	57	is	be	AUX
american_scientific_journal-2581	132	58	avoided	avoid	VERB
american_scientific_journal-2581	132	59	.	.	PUNCT
american_scientific_journal-2581	133	1	the	the	DET
american_scientific_journal-2581	133	2	advantage	advantage	NOUN
american_scientific_journal-2581	133	3	of	of	ADP
american_scientific_journal-2581	133	4	the	the	DET
american_scientific_journal-2581	133	5	proposed	propose	VERB
american_scientific_journal-2581	133	6	model	model	NOUN
american_scientific_journal-2581	133	7	is	be	AUX
american_scientific_journal-2581	133	8	illustrated	illustrate	VERB
american_scientific_journal-2581	133	9	using	use	VERB
american_scientific_journal-2581	133	10	the	the	DET
american_scientific_journal-2581	133	11	s&p500	s&p500	NOUN
american_scientific_journal-2581	133	12	and	and	CCONJ
american_scientific_journal-2581	133	13	dax	dax	PROPN
american_scientific_journal-2581	133	14	data	datum	NOUN
american_scientific_journal-2581	133	15	in	in	ADP
american_scientific_journal-2581	133	16	the	the	DET
american_scientific_journal-2581	133	17	next	next	ADJ
american_scientific_journal-2581	133	18	section	section	NOUN
american_scientific_journal-2581	133	19	.	.	PUNCT
american_scientific_journal-2581	134	1	4	4	X
american_scientific_journal-2581	134	2	.	.	X
american_scientific_journal-2581	134	3	empirical	empirical	ADJ
american_scientific_journal-2581	134	4	analysis	analysis	NOUN
american_scientific_journal-2581	134	5	we	we	PRON
american_scientific_journal-2581	134	6	compare	compare	VERB
american_scientific_journal-2581	134	7	the	the	DET
american_scientific_journal-2581	134	8	volatility	volatility	NOUN
american_scientific_journal-2581	134	9	forecast	forecast	NOUN
american_scientific_journal-2581	134	10	performance	performance	NOUN
american_scientific_journal-2581	134	11	of	of	ADP
american_scientific_journal-2581	134	12	the	the	DET
american_scientific_journal-2581	134	13	proposed	propose	VERB
american_scientific_journal-2581	134	14	refined	refine	VERB
american_scientific_journal-2581	134	15	fdqml	fdqml	NOUN
american_scientific_journal-2581	134	16	-	-	PUNCT
american_scientific_journal-2581	134	17	lmsv	lmsv	NOUN
american_scientific_journal-2581	134	18	with	with	ADP
american_scientific_journal-2581	134	19	the	the	DET
american_scientific_journal-2581	134	20	competing	compete	VERB
american_scientific_journal-2581	134	21	models	model	NOUN
american_scientific_journal-2581	134	22	lmsv2	lmsv2	PROPN
american_scientific_journal-2581	134	23	,	,	PUNCT
american_scientific_journal-2581	134	24	lmsvc	lmsvc	PROPN
american_scientific_journal-2581	134	25	,	,	PUNCT
american_scientific_journal-2581	134	26	abdl	abdl	NOUN
american_scientific_journal-2581	134	27	and	and	CCONJ
american_scientific_journal-2581	134	28	the	the	DET
american_scientific_journal-2581	134	29	normalized	normalize	VERB
american_scientific_journal-2581	134	30	-	-	PUNCT
american_scientific_journal-2581	134	31	abdl	abdl	NOUN
american_scientific_journal-2581	134	32	(	(	PUNCT
american_scientific_journal-2581	134	33	abdln	abdln	NOUN
american_scientific_journal-2581	134	34	)	)	PUNCT
american_scientific_journal-2581	134	35	of	of	ADP
american_scientific_journal-2581	134	36	which	which	PRON
american_scientific_journal-2581	134	37	eq.(10	eq.(10	ADJ
american_scientific_journal-2581	134	38	)	)	PUNCT
american_scientific_journal-2581	134	39	and	and	CCONJ
american_scientific_journal-2581	134	40	eq.(12	eq.(12	NOUN
american_scientific_journal-2581	134	41	)	)	PUNCT
american_scientific_journal-2581	134	42	are	be	AUX
american_scientific_journal-2581	134	43	used	use	VERB
american_scientific_journal-2581	134	44	to	to	PART
american_scientific_journal-2581	134	45	normalize	normalize	VERB
american_scientific_journal-2581	134	46	the	the	DET
american_scientific_journal-2581	134	47	log	log	NOUN
american_scientific_journal-2581	134	48	squared	square	VERB
american_scientific_journal-2581	134	49	returns	return	NOUN
american_scientific_journal-2581	134	50	.	.	PUNCT
american_scientific_journal-2581	135	1	the	the	DET
american_scientific_journal-2581	135	2	forecast	forecast	NOUN
american_scientific_journal-2581	135	3	horizons	horizon	NOUN
american_scientific_journal-2581	135	4	include	include	VERB
american_scientific_journal-2581	135	5	the	the	DET
american_scientific_journal-2581	135	6	daily	daily	ADJ
american_scientific_journal-2581	135	7	and	and	CCONJ
american_scientific_journal-2581	135	8	weekly	weekly	ADJ
american_scientific_journal-2581	135	9	forecast	forecast	NOUN
american_scientific_journal-2581	135	10	of	of	ADP
american_scientific_journal-2581	135	11	rv	rv	PROPN
american_scientific_journal-2581	135	12	.	.	PUNCT
american_scientific_journal-2581	136	1	in	in	ADP
american_scientific_journal-2581	136	2	the	the	DET
american_scientific_journal-2581	136	3	first	first	ADJ
american_scientific_journal-2581	136	4	application	application	NOUN
american_scientific_journal-2581	136	5	,	,	PUNCT
american_scientific_journal-2581	136	6	we	we	PRON
american_scientific_journal-2581	136	7	consider	consider	VERB
american_scientific_journal-2581	136	8	the	the	DET
american_scientific_journal-2581	136	9	half	half	ADJ
american_scientific_journal-2581	136	10	hourly	hourly	ADJ
american_scientific_journal-2581	136	11	returns	return	NOUN
american_scientific_journal-2581	136	12	on	on	ADP
american_scientific_journal-2581	136	13	the	the	DET
american_scientific_journal-2581	136	14	s&p500	s&p500	NOUN
american_scientific_journal-2581	136	15	indices	index	NOUN
american_scientific_journal-2581	136	16	spanning	span	VERB
american_scientific_journal-2581	136	17	a	a	DET
american_scientific_journal-2581	136	18	period	period	NOUN
american_scientific_journal-2581	136	19	from	from	ADP
american_scientific_journal-2581	136	20	2/1/08	2/1/08	NUM
american_scientific_journal-2581	136	21	to	to	ADP
american_scientific_journal-2581	136	22	19/7/13	19/7/13	NUM
american_scientific_journal-2581	136	23	.	.	PUNCT
american_scientific_journal-2581	137	1	the	the	DET
american_scientific_journal-2581	137	2	half	half	ADJ
american_scientific_journal-2581	137	3	-	-	PUNCT
american_scientific_journal-2581	137	4	hourly	hourly	ADJ
american_scientific_journal-2581	137	5	returns	return	NOUN
american_scientific_journal-2581	137	6	are	be	AUX
american_scientific_journal-2581	137	7	computed	compute	VERB
american_scientific_journal-2581	137	8	as	as	ADP
american_scientific_journal-2581	137	9	𝑟𝑟𝑡𝑡	𝑟𝑟𝑡𝑡	NOUN
american_scientific_journal-2581	137	10	=	=	SYM
american_scientific_journal-2581	137	11	log(𝑃𝑃𝑡𝑡	log(𝑃𝑃𝑡𝑡	PROPN
american_scientific_journal-2581	137	12	)	)	PUNCT
american_scientific_journal-2581	137	13	−	−	PROPN
american_scientific_journal-2581	137	14	log(𝑃𝑃𝑡𝑡−1	log(𝑃𝑃𝑡𝑡−1	PROPN
american_scientific_journal-2581	137	15	)	)	PUNCT
american_scientific_journal-2581	137	16	,	,	PUNCT
american_scientific_journal-2581	137	17	where	where	SCONJ
american_scientific_journal-2581	137	18	𝑃𝑃𝑡𝑡	𝑃𝑃𝑡𝑡	PROPN
american_scientific_journal-2581	137	19	is	be	AUX
american_scientific_journal-2581	137	20	the	the	DET
american_scientific_journal-2581	137	21	asset	asset	NOUN
american_scientific_journal-2581	137	22	price	price	NOUN
american_scientific_journal-2581	137	23	at	at	ADP
american_scientific_journal-2581	137	24	the	the	DET
american_scientific_journal-2581	137	25	𝑡𝑡𝑡𝑡ℎ	𝑡𝑡𝑡𝑡ℎ	NOUN
american_scientific_journal-2581	137	26	half	half	DET
american_scientific_journal-2581	137	27	hourly	hourly	ADJ
american_scientific_journal-2581	137	28	observation	observation	NOUN
american_scientific_journal-2581	137	29	.	.	PUNCT
american_scientific_journal-2581	138	1	there	there	PRON
american_scientific_journal-2581	138	2	are	be	VERB
american_scientific_journal-2581	138	3	13	13	NUM
american_scientific_journal-2581	138	4	returns	return	NOUN
american_scientific_journal-2581	138	5	per	per	ADP
american_scientific_journal-2581	138	6	day	day	NOUN
american_scientific_journal-2581	138	7	,	,	PUNCT
american_scientific_journal-2581	138	8	computed	compute	VERB
american_scientific_journal-2581	138	9	from	from	ADP
american_scientific_journal-2581	138	10	9:30	9:30	NUM
american_scientific_journal-2581	138	11	a.m.	a.m.	NOUN
american_scientific_journal-2581	138	12	to	to	ADP
american_scientific_journal-2581	138	13	3:30	3:30	NUM
american_scientific_journal-2581	138	14	p.m.	p.m.	NOUN
american_scientific_journal-2581	139	1	we	we	PRON
american_scientific_journal-2581	139	2	compute	compute	VERB
american_scientific_journal-2581	139	3	the	the	DET
american_scientific_journal-2581	139	4	sum	sum	NOUN
american_scientific_journal-2581	139	5	of	of	ADP
american_scientific_journal-2581	139	6	squares	square	NOUN
american_scientific_journal-2581	139	7	of	of	ADP
american_scientific_journal-2581	139	8	13	13	NUM
american_scientific_journal-2581	139	9	intra	intra	ADJ
american_scientific_journal-2581	139	10	-	-	ADJ
american_scientific_journal-2581	139	11	day	day	ADJ
american_scientific_journal-2581	139	12	returns	return	NOUN
american_scientific_journal-2581	139	13	of	of	ADP
american_scientific_journal-2581	139	14	a	a	DET
american_scientific_journal-2581	139	15	day	day	NOUN
american_scientific_journal-2581	139	16	as	as	ADP
american_scientific_journal-2581	139	17	the	the	DET
american_scientific_journal-2581	139	18	corresponding	corresponding	ADJ
american_scientific_journal-2581	139	19	rv	rv	PROPN
american_scientific_journal-2581	139	20	for	for	ADP
american_scientific_journal-2581	139	21	that	that	DET
american_scientific_journal-2581	139	22	day	day	NOUN
american_scientific_journal-2581	139	23	,	,	PUNCT
american_scientific_journal-2581	139	24	thus	thus	ADV
american_scientific_journal-2581	139	25	generating	generate	VERB
american_scientific_journal-2581	139	26	a	a	DET
american_scientific_journal-2581	139	27	series	series	NOUN
american_scientific_journal-2581	139	28	of	of	ADP
american_scientific_journal-2581	139	29	american	american	PROPN
american_scientific_journal-2581	139	30	scientific	scientific	ADJ
american_scientific_journal-2581	139	31	research	research	NOUN
american_scientific_journal-2581	139	32	journal	journal	NOUN
american_scientific_journal-2581	139	33	for	for	ADP
american_scientific_journal-2581	139	34	engineering	engineering	NOUN
american_scientific_journal-2581	139	35	,	,	PUNCT
american_scientific_journal-2581	139	36	technology	technology	NOUN
american_scientific_journal-2581	139	37	,	,	PUNCT
american_scientific_journal-2581	139	38	and	and	CCONJ
american_scientific_journal-2581	139	39	sciences	science	NOUN
american_scientific_journal-2581	139	40	(	(	PUNCT
american_scientific_journal-2581	139	41	asrjets	asrjet	NOUN
american_scientific_journal-2581	139	42	)	)	PUNCT
american_scientific_journal-2581	139	43	(	(	PUNCT
american_scientific_journal-2581	139	44	2017	2017	NUM
american_scientific_journal-2581	139	45	)	)	PUNCT
american_scientific_journal-2581	139	46	volume	volume	NOUN
american_scientific_journal-2581	139	47	27	27	NUM
american_scientific_journal-2581	139	48	,	,	PUNCT
american_scientific_journal-2581	139	49	no	no	DET
american_scientific_journal-2581	139	50	1	1	NUM
american_scientific_journal-2581	139	51	,	,	PUNCT
american_scientific_journal-2581	139	52	pp	pp	ADV
american_scientific_journal-2581	139	53	213	213	NUM
american_scientific_journal-2581	139	54	-	-	SYM
american_scientific_journal-2581	139	55	233	233	NUM
american_scientific_journal-2581	139	56	221	221	NUM
american_scientific_journal-2581	139	57	rv	rv	NOUN
american_scientific_journal-2581	139	58	.	.	PUNCT
american_scientific_journal-2581	140	1	in	in	ADP
american_scientific_journal-2581	140	2	the	the	DET
american_scientific_journal-2581	140	3	second	second	ADJ
american_scientific_journal-2581	140	4	application	application	NOUN
american_scientific_journal-2581	140	5	,	,	PUNCT
american_scientific_journal-2581	140	6	we	we	PRON
american_scientific_journal-2581	140	7	examine	examine	VERB
american_scientific_journal-2581	140	8	the	the	DET
american_scientific_journal-2581	140	9	same	same	ADJ
american_scientific_journal-2581	140	10	using	use	VERB
american_scientific_journal-2581	140	11	dax	dax	PROPN
american_scientific_journal-2581	140	12	indices	index	NOUN
american_scientific_journal-2581	140	13	spanning	span	VERB
american_scientific_journal-2581	140	14	a	a	DET
american_scientific_journal-2581	140	15	period	period	NOUN
american_scientific_journal-2581	140	16	from	from	ADP
american_scientific_journal-2581	140	17	2/1/08	2/1/08	NUM
american_scientific_journal-2581	140	18	to	to	ADP
american_scientific_journal-2581	140	19	9/5/13	9/5/13	NUM
american_scientific_journal-2581	140	20	.	.	PUNCT
american_scientific_journal-2581	141	1	there	there	PRON
american_scientific_journal-2581	141	2	are	be	VERB
american_scientific_journal-2581	141	3	18	18	NUM
american_scientific_journal-2581	141	4	returns	return	NOUN
american_scientific_journal-2581	141	5	per	per	ADP
american_scientific_journal-2581	141	6	day	day	NOUN
american_scientific_journal-2581	141	7	from	from	ADP
american_scientific_journal-2581	141	8	3:00	3:00	NUM
american_scientific_journal-2581	141	9	a.m.	a.m.	NOUN
american_scientific_journal-2581	141	10	to	to	ADP
american_scientific_journal-2581	141	11	11.30	11.30	NUM
american_scientific_journal-2581	141	12	p.m.	p.m.	NOUN
american_scientific_journal-2581	142	1	the	the	DET
american_scientific_journal-2581	142	2	information	information	NOUN
american_scientific_journal-2581	142	3	regarding	regard	VERB
american_scientific_journal-2581	142	4	these	these	DET
american_scientific_journal-2581	142	5	data	datum	NOUN
american_scientific_journal-2581	142	6	sets	set	NOUN
american_scientific_journal-2581	142	7	is	be	AUX
american_scientific_journal-2581	142	8	detailed	detail	VERB
american_scientific_journal-2581	142	9	in	in	ADP
american_scientific_journal-2581	142	10	table	table	NOUN
american_scientific_journal-2581	142	11	1	1	NUM
american_scientific_journal-2581	142	12	.	.	PUNCT
american_scientific_journal-2581	142	13	table	table	NOUN
american_scientific_journal-2581	142	14	1	1	NUM
american_scientific_journal-2581	142	15	:	:	PUNCT
american_scientific_journal-2581	142	16	descriptive	descriptive	ADJ
american_scientific_journal-2581	142	17	statistics	statistic	NOUN
american_scientific_journal-2581	142	18	for	for	ADP
american_scientific_journal-2581	142	19	the	the	DET
american_scientific_journal-2581	142	20	full	full	ADJ
american_scientific_journal-2581	142	21	data	datum	NOUN
american_scientific_journal-2581	142	22	set	set	VERB
american_scientific_journal-2581	142	23	,	,	PUNCT
american_scientific_journal-2581	142	24	s&p500	s&p500	PROPN
american_scientific_journal-2581	142	25	(	(	PUNCT
american_scientific_journal-2581	142	26	2/1/08	2/1/08	NUM
american_scientific_journal-2581	142	27	–	–	PUNCT
american_scientific_journal-2581	142	28	19/7/13	19/7/13	NUM
american_scientific_journal-2581	142	29	)	)	PUNCT
american_scientific_journal-2581	142	30	and	and	CCONJ
american_scientific_journal-2581	142	31	dax	dax	X
american_scientific_journal-2581	142	32	(	(	PUNCT
american_scientific_journal-2581	142	33	2/1/08	2/1/08	NUM
american_scientific_journal-2581	142	34	–	–	PUNCT
american_scientific_journal-2581	142	35	9/5/13	9/5/13	NUM
american_scientific_journal-2581	142	36	)	)	PUNCT
american_scientific_journal-2581	142	37	s&p	s&p	PROPN
american_scientific_journal-2581	142	38	500	500	NUM
american_scientific_journal-2581	142	39	dax	dax	PROPN
american_scientific_journal-2581	142	40	𝑟𝑟𝑡𝑡	𝑟𝑟𝑡𝑡	NOUN
american_scientific_journal-2581	142	41	𝑅𝑅𝑅𝑅𝑡𝑡	𝑅𝑅𝑅𝑅𝑡𝑡	ADJ
american_scientific_journal-2581	142	42	𝑟𝑟𝑡𝑡	𝑟𝑟𝑡𝑡	NOUN
american_scientific_journal-2581	142	43	𝑅𝑅𝑅𝑅𝑡𝑡	𝑅𝑅𝑅𝑅𝑡𝑡	PROPN
american_scientific_journal-2581	142	44	mean	mean	VERB
american_scientific_journal-2581	142	45	7.5238e-06	7.5238e-06	NUM
american_scientific_journal-2581	142	46	2.0345e-04	2.0345e-04	NUM
american_scientific_journal-2581	142	47	9.8656e-07	9.8656e-07	NUM
american_scientific_journal-2581	142	48	2.9055e-04	2.9055e-04	NUM
american_scientific_journal-2581	142	49	std	std	NOUN
american_scientific_journal-2581	142	50	dev	dev	NOUN
american_scientific_journal-2581	142	51	0.0040	0.0040	NUM
american_scientific_journal-2581	142	52	4.2067e-04	4.2067e-04	NUM
american_scientific_journal-2581	142	53	0.0040	0.0040	NUM
american_scientific_journal-2581	142	54	5.9095e-04	5.9095e-04	NUM
american_scientific_journal-2581	142	55	skewness	skewness	NOUN
american_scientific_journal-2581	142	56	-0.1165	-0.1165	NOUN
american_scientific_journal-2581	142	57	6.0906	6.0906	NUM
american_scientific_journal-2581	142	58	-0.3188	-0.3188	NOUN
american_scientific_journal-2581	142	59	8.5049	8.5049	NUM
american_scientific_journal-2581	142	60	kurtosis	kurtosis	NOUN
american_scientific_journal-2581	142	61	22.4317	22.4317	NUM
american_scientific_journal-2581	142	62	54.1799	54.1799	NUM
american_scientific_journal-2581	142	63	35.5520	35.5520	NUM
american_scientific_journal-2581	143	1	101.6352	101.6352	NUM
american_scientific_journal-2581	143	2	jb	jb	PROPN
american_scientific_journal-2581	143	3	(	(	PUNCT
american_scientific_journal-2581	143	4	p	p	NOUN
american_scientific_journal-2581	143	5	-	-	PUNCT
american_scientific_journal-2581	143	6	value	value	NOUN
american_scientific_journal-2581	143	7	)	)	PUNCT
american_scientific_journal-2581	143	8	1	1	NUM
american_scientific_journal-2581	143	9	1	1	NUM
american_scientific_journal-2581	143	10	1	1	NUM
american_scientific_journal-2581	143	11	1	1	NUM
american_scientific_journal-2581	143	12	q20	q20	NOUN
american_scientific_journal-2581	143	13	(	(	PUNCT
american_scientific_journal-2581	143	14	p	p	NOUN
american_scientific_journal-2581	143	15	-	-	PUNCT
american_scientific_journal-2581	143	16	value	value	NOUN
american_scientific_journal-2581	143	17	)	)	PUNCT
american_scientific_journal-2581	143	18	1	1	NUM
american_scientific_journal-2581	143	19	1	1	NUM
american_scientific_journal-2581	143	20	1	1	NUM
american_scientific_journal-2581	143	21	1	1	NUM
american_scientific_journal-2581	143	22	note	note	NOUN
american_scientific_journal-2581	143	23	:	:	PUNCT
american_scientific_journal-2581	143	24	jb	jb	PROPN
american_scientific_journal-2581	143	25	is	be	AUX
american_scientific_journal-2581	143	26	the	the	DET
american_scientific_journal-2581	143	27	jarque	jarque	NOUN
american_scientific_journal-2581	143	28	-	-	PUNCT
american_scientific_journal-2581	143	29	bera	bera	NOUN
american_scientific_journal-2581	143	30	statistic	statistic	NOUN
american_scientific_journal-2581	143	31	and	and	CCONJ
american_scientific_journal-2581	143	32	q20	q20	NOUN
american_scientific_journal-2581	143	33	is	be	AUX
american_scientific_journal-2581	143	34	the	the	DET
american_scientific_journal-2581	143	35	20th	20th	ADJ
american_scientific_journal-2581	143	36	order	order	NOUN
american_scientific_journal-2581	143	37	of	of	ADP
american_scientific_journal-2581	143	38	ljung	ljung	ADJ
american_scientific_journal-2581	143	39	-	-	PUNCT
american_scientific_journal-2581	143	40	box	box	NOUN
american_scientific_journal-2581	143	41	test	test	NOUN
american_scientific_journal-2581	143	42	.	.	PUNCT
american_scientific_journal-2581	144	1	it	it	PRON
american_scientific_journal-2581	144	2	is	be	AUX
american_scientific_journal-2581	144	3	noted	note	VERB
american_scientific_journal-2581	144	4	that	that	SCONJ
american_scientific_journal-2581	144	5	both	both	DET
american_scientific_journal-2581	144	6	data	datum	NOUN
american_scientific_journal-2581	144	7	sets	set	NOUN
american_scientific_journal-2581	144	8	are	be	AUX
american_scientific_journal-2581	144	9	not	not	PART
american_scientific_journal-2581	144	10	normally	normally	ADV
american_scientific_journal-2581	144	11	distributed	distribute	VERB
american_scientific_journal-2581	144	12	in	in	ADP
american_scientific_journal-2581	144	13	their	their	PRON
american_scientific_journal-2581	144	14	returns	return	NOUN
american_scientific_journal-2581	144	15	{	{	PUNCT
american_scientific_journal-2581	144	16	𝑟𝑟𝑡𝑡	𝑟𝑟𝑡𝑡	NOUN
american_scientific_journal-2581	144	17	}	}	PUNCT
american_scientific_journal-2581	144	18	as	as	ADV
american_scientific_journal-2581	144	19	well	well	ADV
american_scientific_journal-2581	144	20	as	as	ADP
american_scientific_journal-2581	144	21	realized	realize	VERB
american_scientific_journal-2581	144	22	volatility	volatility	NOUN
american_scientific_journal-2581	144	23	{	{	PUNCT
american_scientific_journal-2581	144	24	𝑅𝑅𝑅𝑅𝑡𝑡	𝑅𝑅𝑅𝑅𝑡𝑡	ADV
american_scientific_journal-2581	144	25	}	}	PUNCT
american_scientific_journal-2581	144	26	.	.	PUNCT
american_scientific_journal-2581	145	1	besides	besides	SCONJ
american_scientific_journal-2581	145	2	,	,	PUNCT
american_scientific_journal-2581	145	3	these	these	DET
american_scientific_journal-2581	145	4	series	serie	NOUN
american_scientific_journal-2581	145	5	portray	portray	VERB
american_scientific_journal-2581	145	6	strong	strong	ADJ
american_scientific_journal-2581	145	7	autocorrelations	autocorrelation	NOUN
american_scientific_journal-2581	145	8	,	,	PUNCT
american_scientific_journal-2581	145	9	indicating	indicate	VERB
american_scientific_journal-2581	145	10	possible	possible	ADJ
american_scientific_journal-2581	145	11	existence	existence	NOUN
american_scientific_journal-2581	145	12	of	of	ADP
american_scientific_journal-2581	145	13	long	long	ADJ
american_scientific_journal-2581	145	14	memory	memory	NOUN
american_scientific_journal-2581	145	15	.	.	PUNCT
american_scientific_journal-2581	146	1	we	we	PRON
american_scientific_journal-2581	146	2	compare	compare	VERB
american_scientific_journal-2581	146	3	the	the	DET
american_scientific_journal-2581	146	4	performance	performance	NOUN
american_scientific_journal-2581	146	5	of	of	ADP
american_scientific_journal-2581	146	6	the	the	DET
american_scientific_journal-2581	146	7	refined	refined	ADJ
american_scientific_journal-2581	146	8	fdqml	fdqml	NOUN
american_scientific_journal-2581	146	9	-	-	PUNCT
american_scientific_journal-2581	146	10	lmsv	lmsv	ADJ
american_scientific_journal-2581	146	11	model	model	NOUN
american_scientific_journal-2581	146	12	with	with	ADP
american_scientific_journal-2581	146	13	the	the	DET
american_scientific_journal-2581	146	14	other	other	ADJ
american_scientific_journal-2581	146	15	competing	compete	VERB
american_scientific_journal-2581	146	16	models	model	NOUN
american_scientific_journal-2581	146	17	based	base	VERB
american_scientific_journal-2581	146	18	on	on	ADP
american_scientific_journal-2581	146	19	the	the	DET
american_scientific_journal-2581	146	20	daily	daily	ADJ
american_scientific_journal-2581	146	21	and	and	CCONJ
american_scientific_journal-2581	146	22	weekly	weekly	ADJ
american_scientific_journal-2581	146	23	rv	rv	PROPN
american_scientific_journal-2581	146	24	forecasts	forecast	NOUN
american_scientific_journal-2581	146	25	.	.	PUNCT
american_scientific_journal-2581	147	1	to	to	PART
american_scientific_journal-2581	147	2	avoid	avoid	VERB
american_scientific_journal-2581	147	3	a	a	DET
american_scientific_journal-2581	147	4	huge	huge	ADJ
american_scientific_journal-2581	147	5	difference	difference	NOUN
american_scientific_journal-2581	147	6	in	in	ADP
american_scientific_journal-2581	147	7	the	the	DET
american_scientific_journal-2581	147	8	number	number	NOUN
american_scientific_journal-2581	147	9	of	of	ADP
american_scientific_journal-2581	147	10	out	out	ADV
american_scientific_journal-2581	147	11	-	-	PUNCT
american_scientific_journal-2581	147	12	of	of	ADP
american_scientific_journal-2581	147	13	-	-	PUNCT
american_scientific_journal-2581	147	14	sample	sample	NOUN
american_scientific_journal-2581	147	15	forecasts	forecast	NOUN
american_scientific_journal-2581	147	16	,	,	PUNCT
american_scientific_journal-2581	147	17	the	the	DET
american_scientific_journal-2581	147	18	daily	daily	ADJ
american_scientific_journal-2581	147	19	and	and	CCONJ
american_scientific_journal-2581	147	20	weekly	weekly	ADJ
american_scientific_journal-2581	147	21	rv	rv	PROPN
american_scientific_journal-2581	147	22	forecast	forecast	NOUN
american_scientific_journal-2581	147	23	performances	performance	NOUN
american_scientific_journal-2581	147	24	are	be	AUX
american_scientific_journal-2581	147	25	examined	examine	VERB
american_scientific_journal-2581	147	26	based	base	VERB
american_scientific_journal-2581	147	27	on	on	ADP
american_scientific_journal-2581	147	28	200	200	NUM
american_scientific_journal-2581	147	29	and	and	CCONJ
american_scientific_journal-2581	147	30	130	130	NUM
american_scientific_journal-2581	147	31	out	out	ADV
american_scientific_journal-2581	147	32	-	-	PUNCT
american_scientific_journal-2581	147	33	of	of	ADP
american_scientific_journal-2581	147	34	-	-	PUNCT
american_scientific_journal-2581	147	35	sample	sample	NOUN
american_scientific_journal-2581	147	36	forecasts	forecast	NOUN
american_scientific_journal-2581	147	37	for	for	ADP
american_scientific_journal-2581	147	38	s&p500	s&p500	NOUN
american_scientific_journal-2581	147	39	,	,	PUNCT
american_scientific_journal-2581	147	40	and	and	CCONJ
american_scientific_journal-2581	147	41	200	200	NUM
american_scientific_journal-2581	147	42	and	and	CCONJ
american_scientific_journal-2581	147	43	150	150	NUM
american_scientific_journal-2581	147	44	out	out	ADV
american_scientific_journal-2581	147	45	-	-	PUNCT
american_scientific_journal-2581	147	46	of	of	ADP
american_scientific_journal-2581	147	47	-	-	PUNCT
american_scientific_journal-2581	147	48	sample	sample	NOUN
american_scientific_journal-2581	147	49	forecasts	forecast	NOUN
american_scientific_journal-2581	147	50	for	for	ADP
american_scientific_journal-2581	147	51	dax	dax	PROPN
american_scientific_journal-2581	147	52	.	.	PUNCT
american_scientific_journal-2581	148	1	consider	consider	VERB
american_scientific_journal-2581	148	2	an	an	DET
american_scientific_journal-2581	148	3	estimation	estimation	NOUN
american_scientific_journal-2581	148	4	window	window	NOUN
american_scientific_journal-2581	148	5	of	of	ADP
american_scientific_journal-2581	148	6	𝑛𝑛	𝑛𝑛	NOUN
american_scientific_journal-2581	148	7	=	=	SYM
american_scientific_journal-2581	148	8	9648	9648	NUM
american_scientific_journal-2581	148	9	and	and	CCONJ
american_scientific_journal-2581	148	10	a	a	DET
american_scientific_journal-2581	148	11	forecast	forecast	NOUN
american_scientific_journal-2581	148	12	horizon	horizon	NOUN
american_scientific_journal-2581	148	13	of	of	ADP
american_scientific_journal-2581	148	14	1	1	NUM
american_scientific_journal-2581	148	15	day	day	NOUN
american_scientific_journal-2581	148	16	for	for	ADP
american_scientific_journal-2581	148	17	s&p500	s&p500	NOUN
american_scientific_journal-2581	148	18	as	as	ADP
american_scientific_journal-2581	148	19	an	an	DET
american_scientific_journal-2581	148	20	example	example	NOUN
american_scientific_journal-2581	148	21	.	.	PUNCT
american_scientific_journal-2581	149	1	figure1	figure1	PROPN
american_scientific_journal-2581	149	2	shows	show	VERB
american_scientific_journal-2581	149	3	the	the	DET
american_scientific_journal-2581	149	4	autocorrelations	autocorrelation	NOUN
american_scientific_journal-2581	149	5	for	for	ADP
american_scientific_journal-2581	149	6	the	the	DET
american_scientific_journal-2581	149	7	log	log	NOUN
american_scientific_journal-2581	149	8	squared	square	VERB
american_scientific_journal-2581	149	9	returns	return	NOUN
american_scientific_journal-2581	149	10	that	that	PRON
american_scientific_journal-2581	149	11	are	be	AUX
american_scientific_journal-2581	149	12	demeaned	demean	VERB
american_scientific_journal-2581	149	13	with	with	ADP
american_scientific_journal-2581	149	14	sample	sample	NOUN
american_scientific_journal-2581	149	15	mean	mean	NOUN
american_scientific_journal-2581	149	16	,	,	PUNCT
american_scientific_journal-2581	149	17	log𝑅𝑅𝑡𝑡2	log𝑅𝑅𝑡𝑡2	PROPN
american_scientific_journal-2581	149	18	.	.	PUNCT
american_scientific_journal-2581	150	1	figure	figure	NOUN
american_scientific_journal-2581	150	2	1(a	1(a	NUM
american_scientific_journal-2581	150	3	)	)	PUNCT
american_scientific_journal-2581	150	4	depicts	depict	VERB
american_scientific_journal-2581	150	5	the	the	DET
american_scientific_journal-2581	150	6	autocorrelations	autocorrelation	NOUN
american_scientific_journal-2581	150	7	up	up	ADP
american_scientific_journal-2581	150	8	to	to	ADP
american_scientific_journal-2581	150	9	a	a	DET
american_scientific_journal-2581	150	10	year	year	NOUN
american_scientific_journal-2581	150	11	.	.	PUNCT
american_scientific_journal-2581	151	1	the	the	DET
american_scientific_journal-2581	151	2	extremely	extremely	ADV
american_scientific_journal-2581	151	3	slow	slow	ADJ
american_scientific_journal-2581	151	4	decay	decay	NOUN
american_scientific_journal-2581	151	5	autocorrelation	autocorrelation	NOUN
american_scientific_journal-2581	151	6	function	function	NOUN
american_scientific_journal-2581	151	7	indicates	indicate	VERB
american_scientific_journal-2581	151	8	the	the	DET
american_scientific_journal-2581	151	9	existence	existence	NOUN
american_scientific_journal-2581	151	10	of	of	ADP
american_scientific_journal-2581	151	11	long	long	ADJ
american_scientific_journal-2581	151	12	memory	memory	NOUN
american_scientific_journal-2581	151	13	.	.	PUNCT
american_scientific_journal-2581	152	1	meanwhile	meanwhile	ADV
american_scientific_journal-2581	152	2	,	,	PUNCT
american_scientific_journal-2581	152	3	from	from	ADP
american_scientific_journal-2581	152	4	the	the	DET
american_scientific_journal-2581	152	5	“	"	PUNCT
american_scientific_journal-2581	152	6	zoom	zoom	NOUN
american_scientific_journal-2581	152	7	in	in	NOUN
american_scientific_journal-2581	152	8	”	"	PUNCT
american_scientific_journal-2581	152	9	autocorrelation	autocorrelation	NOUN
american_scientific_journal-2581	152	10	function	function	NOUN
american_scientific_journal-2581	152	11	(	(	PUNCT
american_scientific_journal-2581	152	12	see	see	VERB
american_scientific_journal-2581	152	13	figure	figure	NOUN
american_scientific_journal-2581	152	14	1(b	1(b	NUM
american_scientific_journal-2581	152	15	)	)	PUNCT
american_scientific_journal-2581	152	16	)	)	PUNCT
american_scientific_journal-2581	152	17	,	,	PUNCT
american_scientific_journal-2581	152	18	we	we	PRON
american_scientific_journal-2581	152	19	notice	notice	VERB
american_scientific_journal-2581	152	20	that	that	SCONJ
american_scientific_journal-2581	152	21	there	there	PRON
american_scientific_journal-2581	152	22	are	be	VERB
american_scientific_journal-2581	152	23	periodic	periodic	ADJ
american_scientific_journal-2581	152	24	peaks	peak	NOUN
american_scientific_journal-2581	152	25	at	at	ADP
american_scientific_journal-2581	152	26	lags	lag	NOUN
american_scientific_journal-2581	152	27	in	in	ADP
american_scientific_journal-2581	152	28	the	the	DET
american_scientific_journal-2581	152	29	integer	integer	NOUN
american_scientific_journal-2581	152	30	multiples	multiple	NOUN
american_scientific_journal-2581	152	31	of	of	ADP
american_scientific_journal-2581	152	32	13	13	NUM
american_scientific_journal-2581	152	33	,	,	PUNCT
american_scientific_journal-2581	152	34	supporting	support	VERB
american_scientific_journal-2581	152	35	the	the	DET
american_scientific_journal-2581	152	36	lmsv	lmsv	NOUN
american_scientific_journal-2581	152	37	model	model	NOUN
american_scientific_journal-2581	152	38	with	with	ADP
american_scientific_journal-2581	152	39	seasonal	seasonal	ADJ
american_scientific_journal-2581	152	40	adjustment	adjustment	NOUN
american_scientific_journal-2581	152	41	.	.	PUNCT
american_scientific_journal-2581	153	1	(	(	PUNCT
american_scientific_journal-2581	153	2	a	a	X
american_scientific_journal-2581	153	3	)	)	PUNCT
american_scientific_journal-2581	153	4	(	(	PUNCT
american_scientific_journal-2581	153	5	b	b	X
american_scientific_journal-2581	153	6	)	)	PUNCT
american_scientific_journal-2581	153	7	figure	figure	NOUN
american_scientific_journal-2581	153	8	1	1	NUM
american_scientific_journal-2581	153	9	:	:	PUNCT
american_scientific_journal-2581	153	10	autocorrelations	autocorrelation	NOUN
american_scientific_journal-2581	153	11	for	for	ADP
american_scientific_journal-2581	153	12	𝑙𝑙𝑐𝑐𝑙𝑙	𝑙𝑙𝑐𝑐𝑙𝑙	ADJ
american_scientific_journal-2581	153	13	𝑅𝑅𝑡𝑡2	𝑅𝑅𝑡𝑡2	NOUN
american_scientific_journal-2581	153	14	of	of	ADP
american_scientific_journal-2581	153	15	s&p500	s&p500	PROPN
american_scientific_journal-2581	153	16	american	american	ADJ
american_scientific_journal-2581	153	17	scientific	scientific	ADJ
american_scientific_journal-2581	153	18	research	research	NOUN
american_scientific_journal-2581	153	19	journal	journal	NOUN
american_scientific_journal-2581	153	20	for	for	ADP
american_scientific_journal-2581	153	21	engineering	engineering	NOUN
american_scientific_journal-2581	153	22	,	,	PUNCT
american_scientific_journal-2581	153	23	technology	technology	NOUN
american_scientific_journal-2581	153	24	,	,	PUNCT
american_scientific_journal-2581	153	25	and	and	CCONJ
american_scientific_journal-2581	153	26	sciences	science	NOUN
american_scientific_journal-2581	153	27	(	(	PUNCT
american_scientific_journal-2581	153	28	asrjets	asrjet	NOUN
american_scientific_journal-2581	153	29	)	)	PUNCT
american_scientific_journal-2581	153	30	(	(	PUNCT
american_scientific_journal-2581	153	31	2017	2017	NUM
american_scientific_journal-2581	153	32	)	)	PUNCT
american_scientific_journal-2581	153	33	volume	volume	NOUN
american_scientific_journal-2581	153	34	27	27	NUM
american_scientific_journal-2581	153	35	,	,	PUNCT
american_scientific_journal-2581	153	36	no	no	DET
american_scientific_journal-2581	153	37	1	1	NUM
american_scientific_journal-2581	153	38	,	,	PUNCT
american_scientific_journal-2581	153	39	pp	pp	ADV
american_scientific_journal-2581	153	40	213	213	NUM
american_scientific_journal-2581	153	41	-	-	SYM
american_scientific_journal-2581	153	42	233	233	NUM
american_scientific_journal-2581	153	43	222	222	NUM
american_scientific_journal-2581	153	44	besides	besides	SCONJ
american_scientific_journal-2581	153	45	seasonal	seasonal	ADJ
american_scientific_journal-2581	153	46	component	component	NOUN
american_scientific_journal-2581	153	47	,	,	PUNCT
american_scientific_journal-2581	153	48	figure	figure	NOUN
american_scientific_journal-2581	153	49	2(a	2(a	NUM
american_scientific_journal-2581	153	50	)	)	PUNCT
american_scientific_journal-2581	153	51	shows	show	VERB
american_scientific_journal-2581	153	52	that	that	SCONJ
american_scientific_journal-2581	153	53	the	the	DET
american_scientific_journal-2581	153	54	distribution	distribution	NOUN
american_scientific_journal-2581	153	55	of	of	ADP
american_scientific_journal-2581	153	56	log𝑅𝑅𝑡𝑡2	log𝑅𝑅𝑡𝑡2	NOUN
american_scientific_journal-2581	153	57	contains	contain	VERB
american_scientific_journal-2581	153	58	a	a	DET
american_scientific_journal-2581	153	59	cyclical	cyclical	ADJ
american_scientific_journal-2581	153	60	trend	trend	NOUN
american_scientific_journal-2581	153	61	that	that	PRON
american_scientific_journal-2581	153	62	needs	need	VERB
american_scientific_journal-2581	153	63	to	to	PART
american_scientific_journal-2581	153	64	be	be	AUX
american_scientific_journal-2581	153	65	eliminated	eliminate	VERB
american_scientific_journal-2581	153	66	.	.	PUNCT
american_scientific_journal-2581	154	1	we	we	PRON
american_scientific_journal-2581	154	2	apply	apply	VERB
american_scientific_journal-2581	154	3	eq.(9	eq.(9	ADV
american_scientific_journal-2581	154	4	)	)	PUNCT
american_scientific_journal-2581	154	5	to	to	PART
american_scientific_journal-2581	154	6	estimate	estimate	VERB
american_scientific_journal-2581	154	7	the	the	DET
american_scientific_journal-2581	154	8	trend	trend	NOUN
american_scientific_journal-2581	154	9	with	with	ADP
american_scientific_journal-2581	154	10	the	the	DET
american_scientific_journal-2581	154	11	number	number	NOUN
american_scientific_journal-2581	154	12	of	of	ADP
american_scientific_journal-2581	154	13	cycles	cycle	NOUN
american_scientific_journal-2581	154	14	per	per	ADP
american_scientific_journal-2581	154	15	period	period	NOUN
american_scientific_journal-2581	154	16	𝑘𝑘	𝑘𝑘	NOUN
american_scientific_journal-2581	154	17	=	=	NOUN
american_scientific_journal-2581	154	18	2	2	X
american_scientific_journal-2581	154	19	.	.	PUNCT
american_scientific_journal-2581	155	1	this	this	PRON
american_scientific_journal-2581	155	2	gives	give	VERB
american_scientific_journal-2581	155	3	the	the	DET
american_scientific_journal-2581	155	4	trend	trend	NOUN
american_scientific_journal-2581	155	5	equation	equation	NOUN
american_scientific_journal-2581	155	6	𝑇𝑇𝐿𝐿𝑅𝑅	𝑇𝑇𝐿𝐿𝑅𝑅	PROPN
american_scientific_journal-2581	155	7	�	�	PROPN
american_scientific_journal-2581	155	8	𝑗𝑗	𝑗𝑗	ADP
american_scientific_journal-2581	155	9	=	=	SYM
american_scientific_journal-2581	155	10	−0.5373sin	−0.5373sin	NOUN
american_scientific_journal-2581	155	11	�	�	PROPN
american_scientific_journal-2581	155	12	𝜔𝜔𝑛𝑛	𝜔𝜔𝑛𝑛	VERB
american_scientific_journal-2581	155	13	2𝑗𝑗	2𝑗𝑗	ADJ
american_scientific_journal-2581	155	14	�	�	PROPN
american_scientific_journal-2581	155	15	−	−	ADP
american_scientific_journal-2581	155	16	0.3034	0.3034	NUM
american_scientific_journal-2581	155	17	cos	cos	ADP
american_scientific_journal-2581	155	18	�	�	PROPN
american_scientific_journal-2581	155	19	𝜔𝜔𝑛𝑛	𝜔𝜔𝑛𝑛	VERB
american_scientific_journal-2581	155	20	2𝑗𝑗	2𝑗𝑗	ADJ
american_scientific_journal-2581	155	21	�	�	PROPN
american_scientific_journal-2581	155	22	−	−	PROPN
american_scientific_journal-2581	155	23	13.0122	13.0122	NUM
american_scientific_journal-2581	155	24	,	,	PUNCT
american_scientific_journal-2581	155	25	𝑗𝑗	𝑗𝑗	ADP
american_scientific_journal-2581	155	26	=	=	NOUN
american_scientific_journal-2581	155	27	0	0	NUM
american_scientific_journal-2581	155	28	,	,	PUNCT
american_scientific_journal-2581	155	29	1	1	NUM
american_scientific_journal-2581	155	30	.	.	NUM
american_scientific_journal-2581	155	31	…	…	PUNCT
american_scientific_journal-2581	155	32	,	,	PUNCT
american_scientific_journal-2581	155	33	𝑛𝑛	𝑛𝑛	VERB
american_scientific_journal-2581	155	34	−	−	NOUN
american_scientific_journal-2581	155	35	1	1	NUM
american_scientific_journal-2581	155	36	,	,	PUNCT
american_scientific_journal-2581	155	37	represented	represent	VERB
american_scientific_journal-2581	155	38	by	by	ADP
american_scientific_journal-2581	155	39	the	the	DET
american_scientific_journal-2581	155	40	black	black	ADJ
american_scientific_journal-2581	155	41	curve	curve	NOUN
american_scientific_journal-2581	155	42	in	in	ADP
american_scientific_journal-2581	155	43	figure	figure	NOUN
american_scientific_journal-2581	155	44	2(a	2(a	NUM
american_scientific_journal-2581	155	45	)	)	PUNCT
american_scientific_journal-2581	155	46	.	.	PUNCT
american_scientific_journal-2581	156	1	following	follow	VERB
american_scientific_journal-2581	156	2	deo	deo	PROPN
american_scientific_journal-2581	156	3	’s	’s	PART
american_scientific_journal-2581	156	4	method	method	NOUN
american_scientific_journal-2581	156	5	,	,	PUNCT
american_scientific_journal-2581	156	6	we	we	PRON
american_scientific_journal-2581	156	7	estimate	estimate	VERB
american_scientific_journal-2581	156	8	the	the	DET
american_scientific_journal-2581	156	9	seasonal	seasonal	ADJ
american_scientific_journal-2581	156	10	component	component	NOUN
american_scientific_journal-2581	156	11	based	base	VERB
american_scientific_journal-2581	156	12	on	on	ADP
american_scientific_journal-2581	156	13	fourier	fouri	ADJ
american_scientific_journal-2581	156	14	frequencies	frequency	NOUN
american_scientific_journal-2581	156	15	with	with	ADP
american_scientific_journal-2581	156	16	indices	index	NOUN
american_scientific_journal-2581	156	17	that	that	PRON
american_scientific_journal-2581	156	18	are	be	AUX
american_scientific_journal-2581	156	19	integer	integer	NOUN
american_scientific_journal-2581	156	20	multiples	multiple	NOUN
american_scientific_journal-2581	156	21	of	of	ADP
american_scientific_journal-2581	156	22	𝑛𝑛	𝑛𝑛	NOUN
american_scientific_journal-2581	156	23	13	13	NUM
american_scientific_journal-2581	156	24	and	and	CCONJ
american_scientific_journal-2581	156	25	their	their	PRON
american_scientific_journal-2581	156	26	60	60	NUM
american_scientific_journal-2581	156	27	fourier	fourier	NOUN
american_scientific_journal-2581	156	28	frequencies	frequency	NOUN
american_scientific_journal-2581	156	29	to	to	ADP
american_scientific_journal-2581	156	30	the	the	DET
american_scientific_journal-2581	156	31	left	left	NOUN
american_scientific_journal-2581	156	32	and	and	CCONJ
american_scientific_journal-2581	156	33	right	right	ADJ
american_scientific_journal-2581	156	34	.	.	PUNCT
american_scientific_journal-2581	157	1	the	the	DET
american_scientific_journal-2581	157	2	de	de	ADJ
american_scientific_journal-2581	157	3	-	-	ADJ
american_scientific_journal-2581	157	4	trended	trended	ADJ
american_scientific_journal-2581	157	5	and	and	CCONJ
american_scientific_journal-2581	157	6	de	de	VERB
american_scientific_journal-2581	157	7	-	-	VERB
american_scientific_journal-2581	157	8	seasonalized	seasonalize	VERB
american_scientific_journal-2581	157	9	log	log	NOUN
american_scientific_journal-2581	157	10	squared	square	VERB
american_scientific_journal-2581	157	11	returns	return	NOUN
american_scientific_journal-2581	157	12	log	log	VERB
american_scientific_journal-2581	157	13	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	NUM
american_scientific_journal-2581	157	14	2	2	NUM
american_scientific_journal-2581	157	15	are	be	AUX
american_scientific_journal-2581	157	16	shown	show	VERB
american_scientific_journal-2581	157	17	in	in	ADP
american_scientific_journal-2581	157	18	figure	figure	NOUN
american_scientific_journal-2581	157	19	2(b	2(b	NUM
american_scientific_journal-2581	157	20	)	)	PUNCT
american_scientific_journal-2581	157	21	.	.	PUNCT
american_scientific_journal-2581	158	1	it	it	PRON
american_scientific_journal-2581	158	2	can	can	AUX
american_scientific_journal-2581	158	3	be	be	AUX
american_scientific_journal-2581	158	4	seen	see	VERB
american_scientific_journal-2581	158	5	that	that	SCONJ
american_scientific_journal-2581	158	6	the	the	DET
american_scientific_journal-2581	158	7	de	de	ADJ
american_scientific_journal-2581	158	8	-	-	ADJ
american_scientific_journal-2581	158	9	trended	trended	ADJ
american_scientific_journal-2581	158	10	series	series	NOUN
american_scientific_journal-2581	158	11	is	be	AUX
american_scientific_journal-2581	158	12	less	less	ADV
american_scientific_journal-2581	158	13	wavy	wavy	ADJ
american_scientific_journal-2581	158	14	and	and	CCONJ
american_scientific_journal-2581	158	15	eventually	eventually	ADV
american_scientific_journal-2581	158	16	log	log	VERB
american_scientific_journal-2581	158	17	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	NUM
american_scientific_journal-2581	158	18	2	2	NUM
american_scientific_journal-2581	158	19	is	be	AUX
american_scientific_journal-2581	158	20	more	more	ADV
american_scientific_journal-2581	158	21	stationary	stationary	ADJ
american_scientific_journal-2581	158	22	around	around	ADP
american_scientific_journal-2581	158	23	zero	zero	NUM
american_scientific_journal-2581	158	24	without	without	ADP
american_scientific_journal-2581	158	25	significant	significant	ADJ
american_scientific_journal-2581	158	26	peaks	peak	NOUN
american_scientific_journal-2581	158	27	.	.	PUNCT
american_scientific_journal-2581	159	1	figure	figure	NOUN
american_scientific_journal-2581	159	2	2	2	NUM
american_scientific_journal-2581	159	3	:	:	PUNCT
american_scientific_journal-2581	159	4	log	log	VERB
american_scientific_journal-2581	159	5	squared	squared	ADJ
american_scientific_journal-2581	159	6	returns	return	NOUN
american_scientific_journal-2581	159	7	and	and	CCONJ
american_scientific_journal-2581	159	8	the	the	DET
american_scientific_journal-2581	159	9	pre	pre	ADJ
american_scientific_journal-2581	159	10	-	-	ADJ
american_scientific_journal-2581	159	11	processed	process	VERB
american_scientific_journal-2581	159	12	treatments	treatment	NOUN
american_scientific_journal-2581	159	13	as	as	SCONJ
american_scientific_journal-2581	159	14	discussed	discuss	VERB
american_scientific_journal-2581	159	15	in	in	ADP
american_scientific_journal-2581	159	16	the	the	DET
american_scientific_journal-2581	159	17	literature	literature	NOUN
american_scientific_journal-2581	159	18	,	,	PUNCT
american_scientific_journal-2581	159	19	the	the	DET
american_scientific_journal-2581	159	20	pre	pre	ADJ
american_scientific_journal-2581	159	21	-	-	ADJ
american_scientific_journal-2581	159	22	processed	processed	ADJ
american_scientific_journal-2581	159	23	data	datum	NOUN
american_scientific_journal-2581	159	24	with	with	ADP
american_scientific_journal-2581	159	25	trend	trend	NOUN
american_scientific_journal-2581	159	26	and	and	CCONJ
american_scientific_journal-2581	159	27	seasonal	seasonal	ADJ
american_scientific_journal-2581	159	28	elimination	elimination	NOUN
american_scientific_journal-2581	159	29	log	log	NOUN
american_scientific_journal-2581	159	30	𝑟𝑟𝑡𝑡∗	𝑟𝑟𝑡𝑡∗	NOUN
american_scientific_journal-2581	159	31	2	2	NUM
american_scientific_journal-2581	159	32	do	do	AUX
american_scientific_journal-2581	159	33	not	not	PART
american_scientific_journal-2581	159	34	follow	follow	VERB
american_scientific_journal-2581	159	35	a	a	DET
american_scientific_journal-2581	159	36	normal	normal	ADJ
american_scientific_journal-2581	159	37	distribution	distribution	NOUN
american_scientific_journal-2581	159	38	.	.	PUNCT
american_scientific_journal-2581	160	1	this	this	PRON
american_scientific_journal-2581	160	2	is	be	AUX
american_scientific_journal-2581	160	3	verified	verify	VERB
american_scientific_journal-2581	160	4	with	with	ADP
american_scientific_journal-2581	160	5	the	the	DET
american_scientific_journal-2581	160	6	jarque	jarque	NOUN
american_scientific_journal-2581	160	7	-	-	PUNCT
american_scientific_journal-2581	160	8	bera	bera	NOUN
american_scientific_journal-2581	160	9	test	test	NOUN
american_scientific_journal-2581	160	10	and	and	CCONJ
american_scientific_journal-2581	160	11	density	density	NOUN
american_scientific_journal-2581	160	12	plot	plot	NOUN
american_scientific_journal-2581	160	13	in	in	ADP
american_scientific_journal-2581	160	14	figure	figure	NOUN
american_scientific_journal-2581	160	15	3	3	NUM
american_scientific_journal-2581	160	16	.	.	PUNCT
american_scientific_journal-2581	160	17	by	by	ADP
american_scientific_journal-2581	160	18	using	use	VERB
american_scientific_journal-2581	160	19	the	the	DET
american_scientific_journal-2581	160	20	normalization	normalization	NOUN
american_scientific_journal-2581	160	21	procedure	procedure	NOUN
american_scientific_journal-2581	160	22	with	with	ADP
american_scientific_journal-2581	160	23	eq.(10	eq.(10	NOUN
american_scientific_journal-2581	160	24	)	)	PUNCT
american_scientific_journal-2581	160	25	,	,	PUNCT
american_scientific_journal-2581	160	26	the	the	DET
american_scientific_journal-2581	160	27	data	data	NOUN
american_scientific_journal-2581	160	28	is	be	AUX
american_scientific_journal-2581	160	29	normalized	normalize	VERB
american_scientific_journal-2581	160	30	giving	give	VERB
american_scientific_journal-2581	160	31	the	the	DET
american_scientific_journal-2581	160	32	series	series	NOUN
american_scientific_journal-2581	160	33	{	{	PUNCT
american_scientific_journal-2581	160	34	𝑧𝑧𝑡𝑡}𝑡𝑡=19648	𝑧𝑧𝑡𝑡}𝑡𝑡=19648	NOUN
american_scientific_journal-2581	160	35	.	.	PUNCT
american_scientific_journal-2581	161	1	this	this	PRON
american_scientific_journal-2581	161	2	allows	allow	VERB
american_scientific_journal-2581	161	3	us	we	PRON
american_scientific_journal-2581	161	4	to	to	PART
american_scientific_journal-2581	161	5	proceed	proceed	VERB
american_scientific_journal-2581	161	6	with	with	ADP
american_scientific_journal-2581	161	7	the	the	DET
american_scientific_journal-2581	161	8	fdqml	fdqml	NOUN
american_scientific_journal-2581	161	9	-	-	PUNCT
american_scientific_journal-2581	161	10	lmsv	lmsv	NOUN
american_scientific_journal-2581	161	11	model	model	NOUN
american_scientific_journal-2581	161	12	.	.	PUNCT
american_scientific_journal-2581	162	1	figure	figure	VERB
american_scientific_journal-2581	162	2	3	3	NUM
american_scientific_journal-2581	162	3	:	:	PUNCT
american_scientific_journal-2581	162	4	density	density	NOUN
american_scientific_journal-2581	162	5	plots	plot	NOUN
american_scientific_journal-2581	162	6	of	of	ADP
american_scientific_journal-2581	162	7	𝑦𝑦𝑡𝑡∗	𝑦𝑦𝑡𝑡∗	NOUN
american_scientific_journal-2581	162	8	and	and	CCONJ
american_scientific_journal-2581	162	9	the	the	DET
american_scientific_journal-2581	162	10	transformed	transform	VERB
american_scientific_journal-2581	162	11	data	datum	NOUN
american_scientific_journal-2581	162	12	with	with	ADP
american_scientific_journal-2581	162	13	normalization	normalization	NOUN
american_scientific_journal-2581	162	14	𝑧𝑧𝑡𝑡	𝑧𝑧𝑡𝑡	NOUN
american_scientific_journal-2581	162	15	american	american	PROPN
american_scientific_journal-2581	162	16	scientific	scientific	ADJ
american_scientific_journal-2581	162	17	research	research	NOUN
american_scientific_journal-2581	162	18	journal	journal	NOUN
american_scientific_journal-2581	162	19	for	for	ADP
american_scientific_journal-2581	162	20	engineering	engineering	NOUN
american_scientific_journal-2581	162	21	,	,	PUNCT
american_scientific_journal-2581	162	22	technology	technology	NOUN
american_scientific_journal-2581	162	23	,	,	PUNCT
american_scientific_journal-2581	162	24	and	and	CCONJ
american_scientific_journal-2581	162	25	sciences	science	NOUN
american_scientific_journal-2581	162	26	(	(	PUNCT
american_scientific_journal-2581	162	27	asrjets	asrjet	NOUN
american_scientific_journal-2581	162	28	)	)	PUNCT
american_scientific_journal-2581	162	29	(	(	PUNCT
american_scientific_journal-2581	162	30	2017	2017	NUM
american_scientific_journal-2581	162	31	)	)	PUNCT
american_scientific_journal-2581	162	32	volume	volume	NOUN
american_scientific_journal-2581	162	33	27	27	NUM
american_scientific_journal-2581	162	34	,	,	PUNCT
american_scientific_journal-2581	162	35	no	no	DET
american_scientific_journal-2581	162	36	1	1	NUM
american_scientific_journal-2581	162	37	,	,	PUNCT
american_scientific_journal-2581	162	38	pp	pp	ADV
american_scientific_journal-2581	162	39	213	213	NUM
american_scientific_journal-2581	162	40	-	-	SYM
american_scientific_journal-2581	162	41	233	233	NUM
american_scientific_journal-2581	162	42	223	223	NUM
american_scientific_journal-2581	162	43	following	follow	VERB
american_scientific_journal-2581	162	44	the	the	DET
american_scientific_journal-2581	162	45	lmsv	lmsv	PROPN
american_scientific_journal-2581	162	46	model	model	NOUN
american_scientific_journal-2581	162	47	,	,	PUNCT
american_scientific_journal-2581	162	48	the	the	DET
american_scientific_journal-2581	162	49	normalized	normalize	VERB
american_scientific_journal-2581	162	50	log	log	NOUN
american_scientific_journal-2581	162	51	squared	squared	ADJ
american_scientific_journal-2581	162	52	returns	return	NOUN
american_scientific_journal-2581	162	53	can	can	AUX
american_scientific_journal-2581	162	54	be	be	AUX
american_scientific_journal-2581	162	55	written	write	VERB
american_scientific_journal-2581	162	56	in	in	ADP
american_scientific_journal-2581	162	57	the	the	DET
american_scientific_journal-2581	162	58	linear	linear	ADJ
american_scientific_journal-2581	162	59	form	form	NOUN
american_scientific_journal-2581	162	60	𝑧𝑧𝑡𝑡	𝑧𝑧𝑡𝑡	NOUN
american_scientific_journal-2581	162	61	=	=	NOUN
american_scientific_journal-2581	162	62	𝜇𝜇	𝜇𝜇	VERB
american_scientific_journal-2581	162	63	+	+	CCONJ
american_scientific_journal-2581	162	64	ℎ𝑡𝑡	ℎ𝑡𝑡	NOUN
american_scientific_journal-2581	162	65	+	+	CCONJ
american_scientific_journal-2581	162	66	𝜉𝜉𝑡𝑡	𝜉𝜉𝑡𝑡	NOUN
american_scientific_journal-2581	162	67	as	as	SCONJ
american_scientific_journal-2581	162	68	explained	explain	VERB
american_scientific_journal-2581	162	69	in	in	ADP
american_scientific_journal-2581	162	70	section	section	NOUN
american_scientific_journal-2581	162	71	2	2	NUM
american_scientific_journal-2581	162	72	.	.	PUNCT
american_scientific_journal-2581	163	1	for	for	ADP
american_scientific_journal-2581	163	2	simplicity	simplicity	NOUN
american_scientific_journal-2581	163	3	,	,	PUNCT
american_scientific_journal-2581	163	4	we	we	PRON
american_scientific_journal-2581	163	5	assume	assume	VERB
american_scientific_journal-2581	163	6	ℎ𝑡𝑡	ℎ𝑡𝑡	VERB
american_scientific_journal-2581	163	7	to	to	PART
american_scientific_journal-2581	163	8	follow	follow	VERB
american_scientific_journal-2581	163	9	an	an	DET
american_scientific_journal-2581	163	10	arfima(1,𝑖𝑖	arfima(1,𝑖𝑖	NOUN
american_scientific_journal-2581	163	11	,	,	PUNCT
american_scientific_journal-2581	163	12	0	0	NUM
american_scientific_journal-2581	163	13	)	)	PUNCT
american_scientific_journal-2581	163	14	process	process	NOUN
american_scientific_journal-2581	163	15	and	and	CCONJ
american_scientific_journal-2581	163	16	𝜀𝜀𝑡𝑡	𝜀𝜀𝑡𝑡	VERB
american_scientific_journal-2581	163	17	to	to	PART
american_scientific_journal-2581	163	18	be	be	AUX
american_scientific_journal-2581	163	19	standard	standard	ADJ
american_scientific_journal-2581	163	20	normal	normal	ADJ
american_scientific_journal-2581	163	21	.	.	PUNCT
american_scientific_journal-2581	164	1	using	use	VERB
american_scientific_journal-2581	164	2	eq.(4	eq.(4	PRON
american_scientific_journal-2581	164	3	)	)	PUNCT
american_scientific_journal-2581	164	4	and	and	CCONJ
american_scientific_journal-2581	164	5	eq.(5	eq.(5	NOUN
american_scientific_journal-2581	164	6	)	)	PUNCT
american_scientific_journal-2581	164	7	,	,	PUNCT
american_scientific_journal-2581	164	8	the	the	DET
american_scientific_journal-2581	164	9	parameters	parameter	NOUN
american_scientific_journal-2581	164	10	are	be	AUX
american_scientific_journal-2581	164	11	estimated	estimate	VERB
american_scientific_journal-2581	164	12	as	as	ADP
american_scientific_journal-2581	164	13	𝜙𝜙	𝜙𝜙	NOUN
american_scientific_journal-2581	164	14	�	�	PROPN
american_scientific_journal-2581	164	15	=	=	SYM
american_scientific_journal-2581	164	16	0.9667,𝜎𝜎	0.9667,𝜎𝜎	NOUN
american_scientific_journal-2581	164	17	�	�	PROPN
american_scientific_journal-2581	164	18	𝜂𝜂	𝜂𝜂	NOUN
american_scientific_journal-2581	164	19	=	=	PUNCT
american_scientific_journal-2581	164	20	0.0281	0.0281	NUM
american_scientific_journal-2581	164	21	,	,	PUNCT
american_scientific_journal-2581	164	22	𝜎𝜎	𝜎𝜎	PROPN
american_scientific_journal-2581	164	23	�	�	PROPN
american_scientific_journal-2581	164	24	𝜉𝜉	𝜉𝜉	NOUN
american_scientific_journal-2581	164	25	=	=	SYM
american_scientific_journal-2581	164	26	𝜋𝜋	𝜋𝜋	PROPN
american_scientific_journal-2581	164	27	√2	√2	PROPN
american_scientific_journal-2581	164	28	,	,	PUNCT
american_scientific_journal-2581	164	29	�	�	PROPN
american_scientific_journal-2581	164	30	̂	̂	NOUN
american_scientific_journal-2581	164	31	�	�	NOUN
american_scientific_journal-2581	164	32	𝑖	𝑖	NOUN
american_scientific_journal-2581	164	33	=	=	NOUN
american_scientific_journal-2581	164	34	0.49	0.49	NUM
american_scientific_journal-2581	164	35	.	.	PUNCT
american_scientific_journal-2581	165	1	this	this	PRON
american_scientific_journal-2581	165	2	indicates	indicate	VERB
american_scientific_journal-2581	165	3	that	that	SCONJ
american_scientific_journal-2581	165	4	the	the	DET
american_scientific_journal-2581	165	5	series	series	NOUN
american_scientific_journal-2581	165	6	is	be	AUX
american_scientific_journal-2581	165	7	close	close	ADJ
american_scientific_journal-2581	165	8	to	to	ADP
american_scientific_journal-2581	165	9	non	non	ADJ
american_scientific_journal-2581	165	10	-	-	NOUN
american_scientific_journal-2581	165	11	stationarity	stationarity	NOUN
american_scientific_journal-2581	165	12	.	.	PUNCT
american_scientific_journal-2581	166	1	as	as	SCONJ
american_scientific_journal-2581	166	2	the	the	DET
american_scientific_journal-2581	166	3	correlation	correlation	NOUN
american_scientific_journal-2581	166	4	structure	structure	NOUN
american_scientific_journal-2581	166	5	changes	change	NOUN
american_scientific_journal-2581	166	6	with	with	ADP
american_scientific_journal-2581	166	7	time	time	NOUN
american_scientific_journal-2581	166	8	,	,	PUNCT
american_scientific_journal-2581	166	9	literature	literature	NOUN
american_scientific_journal-2581	167	1	[	[	X
american_scientific_journal-2581	167	2	19]–[21	19]–[21	X
american_scientific_journal-2581	167	3	]	]	PUNCT
american_scientific_journal-2581	167	4	reported	report	VERB
american_scientific_journal-2581	167	5	that	that	SCONJ
american_scientific_journal-2581	167	6	only	only	ADJ
american_scientific_journal-2581	167	7	recent	recent	ADJ
american_scientific_journal-2581	167	8	data	datum	NOUN
american_scientific_journal-2581	167	9	should	should	AUX
american_scientific_journal-2581	167	10	be	be	AUX
american_scientific_journal-2581	167	11	taken	take	VERB
american_scientific_journal-2581	167	12	into	into	ADP
american_scientific_journal-2581	167	13	consideration	consideration	NOUN
american_scientific_journal-2581	167	14	for	for	ADP
american_scientific_journal-2581	167	15	the	the	DET
american_scientific_journal-2581	167	16	estimation	estimation	NOUN
american_scientific_journal-2581	167	17	of	of	ADP
american_scientific_journal-2581	167	18	the	the	DET
american_scientific_journal-2581	167	19	future	future	ADJ
american_scientific_journal-2581	167	20	covariance	covariance	NOUN
american_scientific_journal-2581	167	21	matrix	matrix	NOUN
american_scientific_journal-2581	167	22	.	.	PUNCT
american_scientific_journal-2581	168	1	hence	hence	ADV
american_scientific_journal-2581	168	2	,	,	PUNCT
american_scientific_journal-2581	168	3	we	we	PRON
american_scientific_journal-2581	168	4	truncate	truncate	VERB
american_scientific_journal-2581	168	5	the	the	DET
american_scientific_journal-2581	168	6	lagged	lag	VERB
american_scientific_journal-2581	168	7	observations	observation	NOUN
american_scientific_journal-2581	168	8	in	in	ADP
american_scientific_journal-2581	168	9	the	the	DET
american_scientific_journal-2581	168	10	one	one	NUM
american_scientific_journal-2581	168	11	-	-	PUNCT
american_scientific_journal-2581	168	12	step	step	NOUN
american_scientific_journal-2581	168	13	ahead	ahead	ADV
american_scientific_journal-2581	168	14	linear	linear	PROPN
american_scientific_journal-2581	168	15	predictor	predictor	NOUN
american_scientific_journal-2581	168	16	in	in	ADP
american_scientific_journal-2581	168	17	eq.(11	eq.(11	PROPN
american_scientific_journal-2581	168	18	)	)	PUNCT
american_scientific_journal-2581	168	19	such	such	ADJ
american_scientific_journal-2581	168	20	that	that	SCONJ
american_scientific_journal-2581	168	21	lag	lag	VERB
american_scientific_journal-2581	168	22	terms	term	NOUN
american_scientific_journal-2581	168	23	that	that	PRON
american_scientific_journal-2581	168	24	are	be	AUX
american_scientific_journal-2581	168	25	distant	distant	ADJ
american_scientific_journal-2581	168	26	and	and	CCONJ
american_scientific_journal-2581	168	27	insignificant	insignificant	ADJ
american_scientific_journal-2581	168	28	are	be	AUX
american_scientific_journal-2581	168	29	discarded	discard	VERB
american_scientific_journal-2581	168	30	.	.	PUNCT
american_scientific_journal-2581	169	1	figure	figure	NOUN
american_scientific_journal-2581	169	2	4	4	NUM
american_scientific_journal-2581	169	3	shows	show	VERB
american_scientific_journal-2581	169	4	the	the	DET
american_scientific_journal-2581	169	5	size	size	NOUN
american_scientific_journal-2581	169	6	of	of	ADP
american_scientific_journal-2581	169	7	coefficients	coefficient	NOUN
american_scientific_journal-2581	169	8	𝐴𝐴𝑗𝑗	𝐴𝐴𝑗𝑗	PROPN
american_scientific_journal-2581	169	9	in	in	ADP
american_scientific_journal-2581	169	10	the	the	DET
american_scientific_journal-2581	169	11	linear	linear	ADJ
american_scientific_journal-2581	169	12	predictor	predictor	NOUN
american_scientific_journal-2581	169	13	for	for	ADP
american_scientific_journal-2581	169	14	both	both	PRON
american_scientific_journal-2581	169	15	s&p500	s&p500	NOUN
american_scientific_journal-2581	169	16	and	and	CCONJ
american_scientific_journal-2581	169	17	dax	dax	PROPN
american_scientific_journal-2581	169	18	.	.	PUNCT
american_scientific_journal-2581	170	1	it	it	PRON
american_scientific_journal-2581	170	2	can	can	AUX
american_scientific_journal-2581	170	3	be	be	AUX
american_scientific_journal-2581	170	4	seen	see	VERB
american_scientific_journal-2581	170	5	that	that	SCONJ
american_scientific_journal-2581	170	6	the	the	DET
american_scientific_journal-2581	170	7	coefficient	coefficient	NOUN
american_scientific_journal-2581	170	8	drops	drop	VERB
american_scientific_journal-2581	170	9	drastically	drastically	ADV
american_scientific_journal-2581	170	10	as	as	ADP
american_scientific_journal-2581	170	11	the	the	DET
american_scientific_journal-2581	170	12	lag	lag	NOUN
american_scientific_journal-2581	170	13	increases	increase	NOUN
american_scientific_journal-2581	170	14	,	,	PUNCT
american_scientific_journal-2581	170	15	and	and	CCONJ
american_scientific_journal-2581	170	16	it	it	PRON
american_scientific_journal-2581	170	17	is	be	AUX
american_scientific_journal-2581	170	18	almost	almost	ADV
american_scientific_journal-2581	170	19	a	a	DET
american_scientific_journal-2581	170	20	zero	zero	NUM
american_scientific_journal-2581	170	21	after	after	ADP
american_scientific_journal-2581	170	22	lag-250	lag-250	ADJ
american_scientific_journal-2581	170	23	.	.	PUNCT
american_scientific_journal-2581	171	1	as	as	ADP
american_scientific_journal-2581	171	2	such	such	ADJ
american_scientific_journal-2581	171	3	,	,	PUNCT
american_scientific_journal-2581	171	4	for	for	ADP
american_scientific_journal-2581	171	5	these	these	DET
american_scientific_journal-2581	171	6	data	datum	NOUN
american_scientific_journal-2581	171	7	,	,	PUNCT
american_scientific_journal-2581	171	8	the	the	DET
american_scientific_journal-2581	171	9	linear	linear	ADJ
american_scientific_journal-2581	171	10	predictor	predictor	NOUN
american_scientific_journal-2581	171	11	is	be	AUX
american_scientific_journal-2581	171	12	defined	define	VERB
american_scientific_journal-2581	171	13	up	up	ADP
american_scientific_journal-2581	171	14	to	to	ADP
american_scientific_journal-2581	171	15	a	a	DET
american_scientific_journal-2581	171	16	truncation	truncation	NOUN
american_scientific_journal-2581	171	17	lag	lag	NOUN
american_scientific_journal-2581	171	18	at	at	ADP
american_scientific_journal-2581	171	19	𝑗𝑗	𝑗𝑗	ADP
american_scientific_journal-2581	171	20	=	=	NOUN
american_scientific_journal-2581	171	21	250	250	NUM
american_scientific_journal-2581	171	22	.	.	PUNCT
american_scientific_journal-2581	172	1	(	(	PUNCT
american_scientific_journal-2581	172	2	a	a	X
american_scientific_journal-2581	172	3	)	)	PUNCT
american_scientific_journal-2581	172	4	(	(	PUNCT
american_scientific_journal-2581	172	5	b	b	X
american_scientific_journal-2581	172	6	)	)	PUNCT
american_scientific_journal-2581	172	7	figure	figure	NOUN
american_scientific_journal-2581	172	8	4	4	NUM
american_scientific_journal-2581	172	9	:	:	PUNCT
american_scientific_journal-2581	172	10	coefficients	coefficient	NOUN
american_scientific_journal-2581	172	11	in	in	ADP
american_scientific_journal-2581	172	12	the	the	DET
american_scientific_journal-2581	172	13	linear	linear	ADJ
american_scientific_journal-2581	172	14	predictor	predictor	NOUN
american_scientific_journal-2581	172	15	for	for	ADP
american_scientific_journal-2581	172	16	the	the	DET
american_scientific_journal-2581	172	17	first	first	ADJ
american_scientific_journal-2581	172	18	set	set	NOUN
american_scientific_journal-2581	172	19	of	of	ADP
american_scientific_journal-2581	172	20	day	day	NOUN
american_scientific_journal-2581	172	21	-	-	PUNCT
american_scientific_journal-2581	172	22	ahead	ahead	NOUN
american_scientific_journal-2581	172	23	forecast	forecast	NOUN
american_scientific_journal-2581	172	24	of	of	ADP
american_scientific_journal-2581	172	25	rv	rv	PROPN
american_scientific_journal-2581	172	26	for	for	ADP
american_scientific_journal-2581	172	27	(	(	PUNCT
american_scientific_journal-2581	172	28	a	a	PRON
american_scientific_journal-2581	172	29	)	)	PUNCT
american_scientific_journal-2581	172	30	s&p500	s&p500	NOUN
american_scientific_journal-2581	172	31	(	(	PUNCT
american_scientific_journal-2581	172	32	b	b	X
american_scientific_journal-2581	172	33	)	)	PUNCT
american_scientific_journal-2581	172	34	dax	dax	VERB
american_scientific_journal-2581	172	35	to	to	PART
american_scientific_journal-2581	172	36	obtain	obtain	VERB
american_scientific_journal-2581	172	37	𝑅𝑅	𝑅𝑅	PROPN
american_scientific_journal-2581	172	38	�	�	PROPN
american_scientific_journal-2581	172	39	96502	96502	NUM
american_scientific_journal-2581	172	40	,	,	PUNCT
american_scientific_journal-2581	172	41	the	the	DET
american_scientific_journal-2581	172	42	one	one	NUM
american_scientific_journal-2581	172	43	-	-	PUNCT
american_scientific_journal-2581	172	44	step	step	NOUN
american_scientific_journal-2581	172	45	ahead	ahead	NOUN
american_scientific_journal-2581	172	46	predictor	predictor	NOUN
american_scientific_journal-2581	172	47	is	be	AUX
american_scientific_journal-2581	172	48	repeated	repeat	VERB
american_scientific_journal-2581	172	49	with	with	ADP
american_scientific_journal-2581	172	50	the	the	DET
american_scientific_journal-2581	172	51	observation	observation	NOUN
american_scientific_journal-2581	172	52	set	set	VERB
american_scientific_journal-2581	172	53	𝑈𝑈1	𝑈𝑈1	PROPN
american_scientific_journal-2581	172	54	=	=	SYM
american_scientific_journal-2581	172	55	{	{	PUNCT
american_scientific_journal-2581	172	56	𝑧𝑧𝑡𝑡}𝑡𝑡=29648	𝑧𝑧𝑡𝑡}𝑡𝑡=29648	PROPN
american_scientific_journal-2581	172	57	∪	∪	PROPN
american_scientific_journal-2581	172	58	{	{	PUNCT
american_scientific_journal-2581	172	59	�	�	PROPN
american_scientific_journal-2581	172	60	̂	̂	NOUN
american_scientific_journal-2581	172	61	�	�	NOUN
american_scientific_journal-2581	172	62	𝑧9649	𝑧9649	NOUN
american_scientific_journal-2581	172	63	}	}	PUNCT
american_scientific_journal-2581	172	64	.	.	PUNCT
american_scientific_journal-2581	173	1	these	these	DET
american_scientific_journal-2581	173	2	procedures	procedure	NOUN
american_scientific_journal-2581	173	3	are	be	AUX
american_scientific_journal-2581	173	4	to	to	PART
american_scientific_journal-2581	173	5	be	be	AUX
american_scientific_journal-2581	173	6	repeated	repeat	VERB
american_scientific_journal-2581	173	7	13	13	NUM
american_scientific_journal-2581	173	8	times	time	NOUN
american_scientific_journal-2581	173	9	to	to	PART
american_scientific_journal-2581	173	10	give	give	VERB
american_scientific_journal-2581	173	11	𝑅𝑅𝑅𝑅	𝑅𝑅𝑅𝑅	PROPN
american_scientific_journal-2581	173	12	�	�	PROPN
american_scientific_journal-2581	173	13	�	�	PROPN
american_scientific_journal-2581	173	14	964813	964813	NUM
american_scientific_journal-2581	173	15	�	�	NOUN
american_scientific_journal-2581	173	16	+1	+1	NOUN
american_scientific_journal-2581	173	17	=	=	PUNCT
american_scientific_journal-2581	173	18	∑	∑	PUNCT
american_scientific_journal-2581	173	19	𝑅𝑅	𝑅𝑅	PROPN
american_scientific_journal-2581	173	20	�	�	PROPN
american_scientific_journal-2581	173	21	𝑡𝑡29662	𝑡𝑡29662	NOUN
american_scientific_journal-2581	173	22	𝑡𝑡=9649	𝑡𝑡=9649	PROPN
american_scientific_journal-2581	173	23	=	=	SYM
american_scientific_journal-2581	173	24	2.66	2.66	NUM
american_scientific_journal-2581	173	25	∗	∗	NOUN
american_scientific_journal-2581	173	26	10−5	10−5	NUM
american_scientific_journal-2581	173	27	.	.	PUNCT
american_scientific_journal-2581	174	1	the	the	DET
american_scientific_journal-2581	174	2	actual	actual	ADJ
american_scientific_journal-2581	174	3	realized	realize	VERB
american_scientific_journal-2581	174	4	volatility	volatility	NOUN
american_scientific_journal-2581	174	5	𝑅𝑅𝑅𝑅	𝑅𝑅𝑅𝑅	PROPN
american_scientific_journal-2581	174	6	�	�	PROPN
american_scientific_journal-2581	174	7	964813	964813	NUM
american_scientific_journal-2581	174	8	�	�	NOUN
american_scientific_journal-2581	174	9	+1	+1	PROPN
american_scientific_journal-2581	174	10	is	be	AUX
american_scientific_journal-2581	174	11	computed	compute	VERB
american_scientific_journal-2581	174	12	as	as	ADP
american_scientific_journal-2581	174	13	3.92	3.92	NUM
american_scientific_journal-2581	174	14	∗	∗	NOUN
american_scientific_journal-2581	174	15	10−5	10−5	NUM
american_scientific_journal-2581	174	16	based	base	VERB
american_scientific_journal-2581	174	17	on	on	ADP
american_scientific_journal-2581	174	18	the	the	DET
american_scientific_journal-2581	174	19	squared	square	VERB
american_scientific_journal-2581	174	20	returns	return	NOUN
american_scientific_journal-2581	174	21	observed	observe	VERB
american_scientific_journal-2581	174	22	on	on	ADP
american_scientific_journal-2581	174	23	𝑡𝑡	𝑡𝑡	PROPN
american_scientific_journal-2581	174	24	=	=	SYM
american_scientific_journal-2581	174	25	9649	9649	NUM
american_scientific_journal-2581	174	26	till	till	SCONJ
american_scientific_journal-2581	174	27	9662	9662	NUM
american_scientific_journal-2581	174	28	.	.	PUNCT
american_scientific_journal-2581	175	1	to	to	PART
american_scientific_journal-2581	175	2	obtain	obtain	VERB
american_scientific_journal-2581	175	3	the	the	DET
american_scientific_journal-2581	175	4	next	next	ADJ
american_scientific_journal-2581	175	5	one	one	NUM
american_scientific_journal-2581	175	6	-	-	PUNCT
american_scientific_journal-2581	175	7	step	step	NOUN
american_scientific_journal-2581	175	8	ahead	ahead	ADV
american_scientific_journal-2581	175	9	rv	rv	PROPN
american_scientific_journal-2581	175	10	,	,	PUNCT
american_scientific_journal-2581	175	11	the	the	DET
american_scientific_journal-2581	175	12	estimation	estimation	NOUN
american_scientific_journal-2581	175	13	window	window	NOUN
american_scientific_journal-2581	175	14	is	be	AUX
american_scientific_journal-2581	175	15	rolled	roll	VERB
american_scientific_journal-2581	175	16	over	over	ADP
american_scientific_journal-2581	175	17	to	to	ADP
american_scientific_journal-2581	175	18	{	{	PUNCT
american_scientific_journal-2581	175	19	𝑟𝑟𝑡𝑡	𝑟𝑟𝑡𝑡	NOUN
american_scientific_journal-2581	175	20	}	}	PUNCT
american_scientific_journal-2581	175	21	𝑡𝑡=149662	𝑡𝑡=149662	NOUN
american_scientific_journal-2581	175	22	,	,	PUNCT
american_scientific_journal-2581	175	23	and	and	CCONJ
american_scientific_journal-2581	175	24	the	the	DET
american_scientific_journal-2581	175	25	entire	entire	ADJ
american_scientific_journal-2581	175	26	procedure	procedure	NOUN
american_scientific_journal-2581	175	27	is	be	AUX
american_scientific_journal-2581	175	28	repeated	repeat	VERB
american_scientific_journal-2581	175	29	.	.	PUNCT
american_scientific_journal-2581	176	1	the	the	DET
american_scientific_journal-2581	176	2	same	same	ADJ
american_scientific_journal-2581	176	3	data	datum	NOUN
american_scientific_journal-2581	176	4	set	set	VERB
american_scientific_journal-2581	176	5	is	be	AUX
american_scientific_journal-2581	176	6	also	also	ADV
american_scientific_journal-2581	176	7	used	use	VERB
american_scientific_journal-2581	176	8	for	for	ADP
american_scientific_journal-2581	176	9	the	the	DET
american_scientific_journal-2581	176	10	volatility	volatility	NOUN
american_scientific_journal-2581	176	11	modelling	modelling	NOUN
american_scientific_journal-2581	176	12	and	and	CCONJ
american_scientific_journal-2581	176	13	forecasting	forecasting	NOUN
american_scientific_journal-2581	176	14	following	follow	VERB
american_scientific_journal-2581	176	15	the	the	DET
american_scientific_journal-2581	176	16	approach	approach	NOUN
american_scientific_journal-2581	176	17	of	of	ADP
american_scientific_journal-2581	176	18	lmsv2	lmsv2	PROPN
american_scientific_journal-2581	176	19	,	,	PUNCT
american_scientific_journal-2581	176	20	lmsvc	lmsvc	PROPN
american_scientific_journal-2581	176	21	,	,	PUNCT
american_scientific_journal-2581	176	22	the	the	DET
american_scientific_journal-2581	176	23	linear	linear	ADJ
american_scientific_journal-2581	176	24	long	long	ADJ
american_scientific_journal-2581	176	25	-	-	PUNCT
american_scientific_journal-2581	176	26	memory	memory	NOUN
american_scientific_journal-2581	176	27	model	model	NOUN
american_scientific_journal-2581	176	28	of	of	ADP
american_scientific_journal-2581	176	29	abdl	abdl	NOUN
american_scientific_journal-2581	176	30	,	,	PUNCT
american_scientific_journal-2581	176	31	and	and	CCONJ
american_scientific_journal-2581	176	32	the	the	DET
american_scientific_journal-2581	176	33	abdl	abdl	PROPN
american_scientific_journal-2581	176	34	model	model	NOUN
american_scientific_journal-2581	176	35	with	with	ADP
american_scientific_journal-2581	176	36	normalization	normalization	NOUN
american_scientific_journal-2581	176	37	(	(	PUNCT
american_scientific_journal-2581	176	38	abdln	abdln	NOUN
american_scientific_journal-2581	176	39	)	)	PUNCT
american_scientific_journal-2581	176	40	.	.	PUNCT
american_scientific_journal-2581	177	1	for	for	ADP
american_scientific_journal-2581	177	2	abdl	abdl	PROPN
american_scientific_journal-2581	177	3	model	model	NOUN
american_scientific_journal-2581	177	4	,	,	PUNCT
american_scientific_journal-2581	177	5	we	we	PRON
american_scientific_journal-2581	177	6	first	first	ADV
american_scientific_journal-2581	177	7	calculate	calculate	VERB
american_scientific_journal-2581	177	8	the	the	DET
american_scientific_journal-2581	177	9	sum	sum	NOUN
american_scientific_journal-2581	177	10	of	of	ADP
american_scientific_journal-2581	177	11	squared	square	VERB
american_scientific_journal-2581	177	12	returns	return	NOUN
american_scientific_journal-2581	177	13	in	in	ADP
american_scientific_journal-2581	177	14	blocks	block	NOUN
american_scientific_journal-2581	177	15	of	of	ADP
american_scientific_journal-2581	177	16	13	13	NUM
american_scientific_journal-2581	177	17	as	as	ADP
american_scientific_journal-2581	177	18	the	the	DET
american_scientific_journal-2581	177	19	daily	daily	PROPN
american_scientific_journal-2581	177	20	rv	rv	PROPN
american_scientific_journal-2581	177	21	values	value	NOUN
american_scientific_journal-2581	177	22	.	.	PUNCT
american_scientific_journal-2581	178	1	the	the	DET
american_scientific_journal-2581	178	2	first	first	ADJ
american_scientific_journal-2581	178	3	742	742	NUM
american_scientific_journal-2581	178	4	daily	daily	ADJ
american_scientific_journal-2581	178	5	log𝑅𝑅𝑅𝑅	log𝑅𝑅𝑅𝑅	NOUN
american_scientific_journal-2581	178	6	are	be	AUX
american_scientific_journal-2581	178	7	used	use	VERB
american_scientific_journal-2581	178	8	to	to	PART
american_scientific_journal-2581	178	9	fit	fit	VERB
american_scientific_journal-2581	178	10	the	the	DET
american_scientific_journal-2581	178	11	estimation	estimation	NOUN
american_scientific_journal-2581	178	12	model	model	NOUN
american_scientific_journal-2581	178	13	with	with	ADP
american_scientific_journal-2581	178	14	arfima(1,𝑖𝑖	arfima(1,𝑖𝑖	NOUN
american_scientific_journal-2581	178	15	,	,	PUNCT
american_scientific_journal-2581	178	16	0	0	NUM
american_scientific_journal-2581	178	17	)	)	PUNCT
american_scientific_journal-2581	178	18	,	,	PUNCT
american_scientific_journal-2581	178	19	and	and	CCONJ
american_scientific_journal-2581	178	20	the	the	DET
american_scientific_journal-2581	178	21	one	one	NUM
american_scientific_journal-2581	178	22	-	-	PUNCT
american_scientific_journal-2581	178	23	step	step	NOUN
american_scientific_journal-2581	178	24	ahead	ahead	ADV
american_scientific_journal-2581	178	25	rv	rv	PROPN
american_scientific_journal-2581	178	26	is	be	AUX
american_scientific_journal-2581	178	27	forecasted	forecast	VERB
american_scientific_journal-2581	178	28	based	base	VERB
american_scientific_journal-2581	178	29	on	on	ADP
american_scientific_journal-2581	178	30	it	it	PRON
american_scientific_journal-2581	178	31	.	.	PUNCT
american_scientific_journal-2581	179	1	next	next	ADV
american_scientific_journal-2581	179	2	,	,	PUNCT
american_scientific_journal-2581	179	3	we	we	PRON
american_scientific_journal-2581	179	4	rotate	rotate	VERB
american_scientific_journal-2581	179	5	the	the	DET
american_scientific_journal-2581	179	6	estimation	estimation	NOUN
american_scientific_journal-2581	179	7	window	window	NOUN
american_scientific_journal-2581	179	8	forward	forward	ADV
american_scientific_journal-2581	179	9	by	by	ADP
american_scientific_journal-2581	179	10	1	1	NUM
american_scientific_journal-2581	179	11	day	day	NOUN
american_scientific_journal-2581	179	12	,	,	PUNCT
american_scientific_journal-2581	179	13	that	that	ADV
american_scientific_journal-2581	179	14	is	is	ADV
american_scientific_journal-2581	179	15	,	,	PUNCT
american_scientific_journal-2581	179	16	{	{	PUNCT
american_scientific_journal-2581	179	17	𝑅𝑅𝑅𝑅𝑡𝑡}𝑡𝑡=2743	𝑅𝑅𝑅𝑅𝑡𝑡}𝑡𝑡=2743	NUM
american_scientific_journal-2581	179	18	,	,	PUNCT
american_scientific_journal-2581	179	19	and	and	CCONJ
american_scientific_journal-2581	179	20	the	the	DET
american_scientific_journal-2581	179	21	procedures	procedure	NOUN
american_scientific_journal-2581	179	22	to	to	PART
american_scientific_journal-2581	179	23	estimate	estimate	VERB
american_scientific_journal-2581	179	24	the	the	DET
american_scientific_journal-2581	179	25	parameters	parameter	NOUN
american_scientific_journal-2581	179	26	of	of	ADP
american_scientific_journal-2581	179	27	arfima(1,𝑖𝑖	arfima(1,𝑖𝑖	NOUN
american_scientific_journal-2581	179	28	,	,	PUNCT
american_scientific_journal-2581	179	29	0	0	NUM
american_scientific_journal-2581	179	30	)	)	PUNCT
american_scientific_journal-2581	179	31	and	and	CCONJ
american_scientific_journal-2581	179	32	the	the	DET
american_scientific_journal-2581	179	33	forecast	forecast	NOUN
american_scientific_journal-2581	179	34	of	of	ADP
american_scientific_journal-2581	179	35	day	day	NOUN
american_scientific_journal-2581	179	36	ahead	ahead	ADV
american_scientific_journal-2581	179	37	rv	rv	PROPN
american_scientific_journal-2581	179	38	are	be	AUX
american_scientific_journal-2581	179	39	repeated	repeat	VERB
american_scientific_journal-2581	179	40	.	.	PUNCT
american_scientific_journal-2581	180	1	abdln	abdln	NOUN
american_scientific_journal-2581	180	2	is	be	AUX
american_scientific_journal-2581	180	3	similar	similar	ADJ
american_scientific_journal-2581	180	4	to	to	ADP
american_scientific_journal-2581	180	5	abdl	abdl	NOUN
american_scientific_journal-2581	180	6	except	except	SCONJ
american_scientific_journal-2581	180	7	that	that	SCONJ
american_scientific_journal-2581	180	8	log𝑅𝑅𝑅𝑅𝑡𝑡	log𝑅𝑅𝑅𝑅𝑡𝑡	NOUN
american_scientific_journal-2581	180	9	is	be	AUX
american_scientific_journal-2581	180	10	normalized	normalize	VERB
american_scientific_journal-2581	180	11	following	follow	VERB
american_scientific_journal-2581	180	12	the	the	DET
american_scientific_journal-2581	180	13	approach	approach	NOUN
american_scientific_journal-2581	180	14	in	in	ADP
american_scientific_journal-2581	180	15	eq.(10	eq.(10	ADJ
american_scientific_journal-2581	180	16	)	)	PUNCT
american_scientific_journal-2581	180	17	and	and	CCONJ
american_scientific_journal-2581	180	18	eq.(12	eq.(12	NOUN
american_scientific_journal-2581	180	19	)	)	PUNCT
american_scientific_journal-2581	180	20	.	.	PUNCT
american_scientific_journal-2581	181	1	the	the	DET
american_scientific_journal-2581	181	2	procedure	procedure	NOUN
american_scientific_journal-2581	181	3	to	to	PART
american_scientific_journal-2581	181	4	estimate	estimate	VERB
american_scientific_journal-2581	181	5	the	the	DET
american_scientific_journal-2581	181	6	parameters	parameter	NOUN
american_scientific_journal-2581	181	7	of	of	ADP
american_scientific_journal-2581	181	8	arfima(1,𝑖𝑖	arfima(1,𝑖𝑖	NOUN
american_scientific_journal-2581	181	9	,	,	PUNCT
american_scientific_journal-2581	181	10	0	0	NUM
american_scientific_journal-2581	181	11	)	)	PUNCT
american_scientific_journal-2581	181	12	and	and	CCONJ
american_scientific_journal-2581	181	13	the	the	DET
american_scientific_journal-2581	181	14	forecast	forecast	NOUN
american_scientific_journal-2581	181	15	of	of	ADP
american_scientific_journal-2581	181	16	day	day	NOUN
american_scientific_journal-2581	181	17	ahead	ahead	ADV
american_scientific_journal-2581	181	18	quantity	quantity	NOUN
american_scientific_journal-2581	181	19	are	be	AUX
american_scientific_journal-2581	181	20	done	do	VERB
american_scientific_journal-2581	181	21	american	american	ADJ
american_scientific_journal-2581	181	22	scientific	scientific	ADJ
american_scientific_journal-2581	181	23	research	research	NOUN
american_scientific_journal-2581	181	24	journal	journal	NOUN
american_scientific_journal-2581	181	25	for	for	ADP
american_scientific_journal-2581	181	26	engineering	engineering	NOUN
american_scientific_journal-2581	181	27	,	,	PUNCT
american_scientific_journal-2581	181	28	technology	technology	NOUN
american_scientific_journal-2581	181	29	,	,	PUNCT
american_scientific_journal-2581	181	30	and	and	CCONJ
american_scientific_journal-2581	181	31	sciences	science	NOUN
american_scientific_journal-2581	181	32	(	(	PUNCT
american_scientific_journal-2581	181	33	asrjets	asrjet	NOUN
american_scientific_journal-2581	181	34	)	)	PUNCT
american_scientific_journal-2581	181	35	(	(	PUNCT
american_scientific_journal-2581	181	36	2017	2017	NUM
american_scientific_journal-2581	181	37	)	)	PUNCT
american_scientific_journal-2581	181	38	volume	volume	NOUN
american_scientific_journal-2581	181	39	27	27	NUM
american_scientific_journal-2581	181	40	,	,	PUNCT
american_scientific_journal-2581	181	41	no	no	DET
american_scientific_journal-2581	181	42	1	1	NUM
american_scientific_journal-2581	181	43	,	,	PUNCT
american_scientific_journal-2581	181	44	pp	pp	ADV
american_scientific_journal-2581	181	45	213	213	NUM
american_scientific_journal-2581	181	46	-	-	SYM
american_scientific_journal-2581	181	47	233	233	NUM
american_scientific_journal-2581	181	48	224	224	NUM
american_scientific_journal-2581	181	49	based	base	VERB
american_scientific_journal-2581	181	50	on	on	ADP
american_scientific_journal-2581	181	51	the	the	DET
american_scientific_journal-2581	181	52	normalized	normalize	VERB
american_scientific_journal-2581	181	53	log𝑅𝑅𝑅𝑅𝑡𝑡.	log𝑅𝑅𝑅𝑅𝑡𝑡.	ADV
american_scientific_journal-2581	181	54	this	this	DET
american_scientific_journal-2581	181	55	quantity	quantity	NOUN
american_scientific_journal-2581	181	56	is	be	AUX
american_scientific_journal-2581	181	57	then	then	ADV
american_scientific_journal-2581	181	58	back	back	ADV
american_scientific_journal-2581	181	59	-	-	PUNCT
american_scientific_journal-2581	181	60	transformed	transform	VERB
american_scientific_journal-2581	181	61	by	by	ADP
american_scientific_journal-2581	181	62	the	the	DET
american_scientific_journal-2581	181	63	inverse	inverse	NOUN
american_scientific_journal-2581	181	64	of	of	ADP
american_scientific_journal-2581	181	65	weibull	weibull	PROPN
american_scientific_journal-2581	181	66	cumulative	cumulative	ADJ
american_scientific_journal-2581	181	67	distribution	distribution	NOUN
american_scientific_journal-2581	181	68	to	to	PART
american_scientific_journal-2581	181	69	give	give	VERB
american_scientific_journal-2581	181	70	the	the	DET
american_scientific_journal-2581	181	71	forecast	forecast	NOUN
american_scientific_journal-2581	181	72	of	of	ADP
american_scientific_journal-2581	181	73	day	day	NOUN
american_scientific_journal-2581	181	74	ahead	ahead	ADV
american_scientific_journal-2581	181	75	rv	rv	PROPN
american_scientific_journal-2581	181	76	following	follow	VERB
american_scientific_journal-2581	181	77	the	the	DET
american_scientific_journal-2581	181	78	approach	approach	NOUN
american_scientific_journal-2581	181	79	outlined	outline	VERB
american_scientific_journal-2581	181	80	in	in	ADP
american_scientific_journal-2581	181	81	section	section	NOUN
american_scientific_journal-2581	181	82	3	3	NUM
american_scientific_journal-2581	181	83	.	.	PUNCT
american_scientific_journal-2581	182	1	in	in	ADP
american_scientific_journal-2581	182	2	the	the	DET
american_scientific_journal-2581	182	3	second	second	ADJ
american_scientific_journal-2581	182	4	application	application	NOUN
american_scientific_journal-2581	182	5	,	,	PUNCT
american_scientific_journal-2581	182	6	the	the	DET
american_scientific_journal-2581	182	7	normalized	normalize	VERB
american_scientific_journal-2581	182	8	de	de	ADJ
american_scientific_journal-2581	182	9	-	-	ADJ
american_scientific_journal-2581	182	10	trended	trended	ADJ
american_scientific_journal-2581	182	11	and	and	CCONJ
american_scientific_journal-2581	182	12	de	de	VERB
american_scientific_journal-2581	182	13	-	-	VERB
american_scientific_journal-2581	182	14	seasonalized	seasonalize	VERB
american_scientific_journal-2581	182	15	log	log	NOUN
american_scientific_journal-2581	182	16	squared	square	VERB
american_scientific_journal-2581	182	17	returns	return	NOUN
american_scientific_journal-2581	182	18	are	be	AUX
american_scientific_journal-2581	182	19	close	close	ADJ
american_scientific_journal-2581	182	20	to	to	ADP
american_scientific_journal-2581	182	21	a	a	DET
american_scientific_journal-2581	182	22	pure	pure	ADJ
american_scientific_journal-2581	182	23	long	long	ADJ
american_scientific_journal-2581	182	24	memory	memory	NOUN
american_scientific_journal-2581	182	25	process	process	NOUN
american_scientific_journal-2581	182	26	.	.	PUNCT
american_scientific_journal-2581	183	1	the	the	DET
american_scientific_journal-2581	183	2	average	average	NOUN
american_scientific_journal-2581	183	3	of	of	ADP
american_scientific_journal-2581	183	4	the	the	DET
american_scientific_journal-2581	183	5	parameter	parameter	NOUN
american_scientific_journal-2581	183	6	estimates	estimate	NOUN
american_scientific_journal-2581	183	7	are	be	AUX
american_scientific_journal-2581	183	8	𝜙𝜙	𝜙𝜙	ADP
american_scientific_journal-2581	183	9	�	�	NOUN
american_scientific_journal-2581	183	10	�	�	PROPN
american_scientific_journal-2581	183	11	=	=	SYM
american_scientific_journal-2581	183	12	0.0205,𝜎𝜎	0.0205,𝜎𝜎	PROPN
american_scientific_journal-2581	183	13	�	�	PROPN
american_scientific_journal-2581	183	14	�	�	NOUN
american_scientific_journal-2581	183	15	𝜂𝜂	𝜂𝜂	NOUN
american_scientific_journal-2581	183	16	=	=	SYM
american_scientific_journal-2581	183	17	0.9192,𝜎𝜎	0.9192,𝜎𝜎	PROPN
american_scientific_journal-2581	183	18	�	�	PROPN
american_scientific_journal-2581	183	19	�	�	PROPN
american_scientific_journal-2581	183	20	𝜉𝜉	𝜉𝜉	PROPN
american_scientific_journal-2581	183	21	=	=	SYM
american_scientific_journal-2581	183	22	𝜋𝜋	𝜋𝜋	PROPN
american_scientific_journal-2581	183	23	√2	√2	PROPN
american_scientific_journal-2581	183	24	and	and	CCONJ
american_scientific_journal-2581	183	25	�	�	PROPN
american_scientific_journal-2581	183	26	̅̂	̅̂	NOUN
american_scientific_journal-2581	183	27	�	�	NOUN
american_scientific_journal-2581	183	28	𝑖	𝑖	X
american_scientific_journal-2581	183	29	=	=	PUNCT
american_scientific_journal-2581	183	30	0.3894	0.3894	NUM
american_scientific_journal-2581	183	31	.	.	PUNCT
american_scientific_journal-2581	184	1	to	to	PART
american_scientific_journal-2581	184	2	compare	compare	VERB
american_scientific_journal-2581	184	3	the	the	DET
american_scientific_journal-2581	184	4	forecast	forecast	NOUN
american_scientific_journal-2581	184	5	performance	performance	NOUN
american_scientific_journal-2581	184	6	of	of	ADP
american_scientific_journal-2581	184	7	these	these	DET
american_scientific_journal-2581	184	8	volatility	volatility	NOUN
american_scientific_journal-2581	184	9	models	model	NOUN
american_scientific_journal-2581	184	10	,	,	PUNCT
american_scientific_journal-2581	184	11	we	we	PRON
american_scientific_journal-2581	184	12	adopt	adopt	VERB
american_scientific_journal-2581	184	13	the	the	DET
american_scientific_journal-2581	184	14	measures	measure	NOUN
american_scientific_journal-2581	184	15	used	use	VERB
american_scientific_journal-2581	184	16	in	in	ADP
american_scientific_journal-2581	184	17	[	[	X
american_scientific_journal-2581	184	18	10	10	NUM
american_scientific_journal-2581	184	19	]	]	PUNCT
american_scientific_journal-2581	184	20	,	,	PUNCT
american_scientific_journal-2581	184	21	namely	namely	ADV
american_scientific_journal-2581	184	22	(	(	PUNCT
american_scientific_journal-2581	184	23	i	i	NOUN
american_scientific_journal-2581	184	24	)	)	PUNCT
american_scientific_journal-2581	184	25	the	the	DET
american_scientific_journal-2581	184	26	mean	mean	ADJ
american_scientific_journal-2581	184	27	squared	square	VERB
american_scientific_journal-2581	184	28	error	error	NOUN
american_scientific_journal-2581	184	29	(	(	PUNCT
american_scientific_journal-2581	184	30	mse	mse	NOUN
american_scientific_journal-2581	184	31	)	)	PUNCT
american_scientific_journal-2581	184	32	,	,	PUNCT
american_scientific_journal-2581	184	33	(	(	PUNCT
american_scientific_journal-2581	184	34	ii	ii	NOUN
american_scientific_journal-2581	184	35	)	)	PUNCT
american_scientific_journal-2581	184	36	the	the	DET
american_scientific_journal-2581	184	37	mean	mean	ADJ
american_scientific_journal-2581	184	38	absolute	absolute	ADJ
american_scientific_journal-2581	184	39	deviation	deviation	NOUN
american_scientific_journal-2581	184	40	(	(	PUNCT
american_scientific_journal-2581	184	41	mad	mad	ADJ
american_scientific_journal-2581	184	42	)	)	PUNCT
american_scientific_journal-2581	184	43	,	,	PUNCT
american_scientific_journal-2581	184	44	(	(	PUNCT
american_scientific_journal-2581	184	45	iii	iii	X
american_scientific_journal-2581	184	46	)	)	PUNCT
american_scientific_journal-2581	184	47	the	the	DET
american_scientific_journal-2581	184	48	mean	mean	ADJ
american_scientific_journal-2581	184	49	absolute	absolute	ADJ
american_scientific_journal-2581	184	50	percentage	percentage	NOUN
american_scientific_journal-2581	184	51	deviation	deviation	NOUN
american_scientific_journal-2581	184	52	(	(	PUNCT
american_scientific_journal-2581	184	53	mapd	mapd	NOUN
american_scientific_journal-2581	184	54	)	)	PUNCT
american_scientific_journal-2581	184	55	,	,	PUNCT
american_scientific_journal-2581	184	56	(	(	PUNCT
american_scientific_journal-2581	184	57	iv	iv	X
american_scientific_journal-2581	184	58	)	)	PUNCT
american_scientific_journal-2581	184	59	the	the	DET
american_scientific_journal-2581	184	60	𝑅𝑅2	𝑅𝑅2	NOUN
american_scientific_journal-2581	184	61	from	from	ADP
american_scientific_journal-2581	184	62	the	the	DET
american_scientific_journal-2581	184	63	regression	regression	NOUN
american_scientific_journal-2581	184	64	of	of	ADP
american_scientific_journal-2581	184	65	log𝑅𝑅𝑅𝑅	log𝑅𝑅𝑅𝑅	NOUN
american_scientific_journal-2581	184	66	on	on	ADP
american_scientific_journal-2581	184	67	the	the	DET
american_scientific_journal-2581	184	68	forecast	forecast	NOUN
american_scientific_journal-2581	184	69	,	,	PUNCT
american_scientific_journal-2581	184	70	log𝑅𝑅𝑅𝑅	log𝑅𝑅𝑅𝑅	PROPN
american_scientific_journal-2581	184	71	�	�	PROPN
american_scientific_journal-2581	184	72	,	,	PUNCT
american_scientific_journal-2581	184	73	and	and	CCONJ
american_scientific_journal-2581	184	74	(	(	PUNCT
american_scientific_journal-2581	184	75	v	v	NOUN
american_scientific_journal-2581	184	76	)	)	PUNCT
american_scientific_journal-2581	184	77	the	the	DET
american_scientific_journal-2581	184	78	𝑅𝑅2	𝑅𝑅2	NOUN
american_scientific_journal-2581	184	79	from	from	ADP
american_scientific_journal-2581	184	80	the	the	DET
american_scientific_journal-2581	184	81	regression	regression	NOUN
american_scientific_journal-2581	184	82	of	of	ADP
american_scientific_journal-2581	184	83	√𝑅𝑅𝑅𝑅	√𝑅𝑅𝑅𝑅	PROPN
american_scientific_journal-2581	184	84	on	on	ADP
american_scientific_journal-2581	184	85	the	the	DET
american_scientific_journal-2581	184	86	forecast	forecast	NOUN
american_scientific_journal-2581	184	87	,	,	PUNCT
american_scientific_journal-2581	184	88	�	�	PROPN
american_scientific_journal-2581	184	89	𝑅𝑅𝑅𝑅	𝑅𝑅𝑅𝑅	PROPN
american_scientific_journal-2581	184	90	�	�	PROPN
american_scientific_journal-2581	184	91	.	.	PUNCT
american_scientific_journal-2581	185	1	the	the	DET
american_scientific_journal-2581	185	2	results	result	NOUN
american_scientific_journal-2581	185	3	for	for	ADP
american_scientific_journal-2581	185	4	each	each	DET
american_scientific_journal-2581	185	5	combination	combination	NOUN
american_scientific_journal-2581	185	6	of	of	ADP
american_scientific_journal-2581	185	7	forecasting	forecasting	NOUN
american_scientific_journal-2581	185	8	model	model	NOUN
american_scientific_journal-2581	185	9	and	and	CCONJ
american_scientific_journal-2581	185	10	horizon	horizon	NOUN
american_scientific_journal-2581	185	11	for	for	ADP
american_scientific_journal-2581	185	12	s&p500	s&p500	PROPN
american_scientific_journal-2581	185	13	and	and	CCONJ
american_scientific_journal-2581	185	14	dax	dax	PROPN
american_scientific_journal-2581	185	15	are	be	AUX
american_scientific_journal-2581	185	16	summarized	summarize	VERB
american_scientific_journal-2581	185	17	in	in	ADP
american_scientific_journal-2581	185	18	table	table	NOUN
american_scientific_journal-2581	185	19	2	2	NUM
american_scientific_journal-2581	185	20	.	.	PUNCT
american_scientific_journal-2581	186	1	the	the	DET
american_scientific_journal-2581	186	2	best	good	ADJ
american_scientific_journal-2581	186	3	model	model	NOUN
american_scientific_journal-2581	186	4	in	in	ADP
american_scientific_journal-2581	186	5	the	the	DET
american_scientific_journal-2581	186	6	respective	respective	ADJ
american_scientific_journal-2581	186	7	performance	performance	NOUN
american_scientific_journal-2581	186	8	measure	measure	NOUN
american_scientific_journal-2581	186	9	per	per	ADP
american_scientific_journal-2581	186	10	forecasting	forecast	VERB
american_scientific_journal-2581	186	11	horizon	horizon	NOUN
american_scientific_journal-2581	186	12	is	be	AUX
american_scientific_journal-2581	186	13	set	set	VERB
american_scientific_journal-2581	186	14	forth	forth	ADV
american_scientific_journal-2581	186	15	in	in	ADP
american_scientific_journal-2581	186	16	bold	bold	ADJ
american_scientific_journal-2581	186	17	.	.	PUNCT
american_scientific_journal-2581	187	1	it	it	PRON
american_scientific_journal-2581	187	2	can	can	AUX
american_scientific_journal-2581	187	3	be	be	AUX
american_scientific_journal-2581	187	4	seen	see	VERB
american_scientific_journal-2581	187	5	that	that	SCONJ
american_scientific_journal-2581	187	6	the	the	DET
american_scientific_journal-2581	187	7	refined	refined	ADJ
american_scientific_journal-2581	187	8	fdqml	fdqml	NOUN
american_scientific_journal-2581	187	9	-	-	PUNCT
american_scientific_journal-2581	187	10	lmsv	lmsv	NOUN
american_scientific_journal-2581	187	11	model	model	NOUN
american_scientific_journal-2581	187	12	is	be	AUX
american_scientific_journal-2581	187	13	doing	do	VERB
american_scientific_journal-2581	187	14	very	very	ADV
american_scientific_journal-2581	187	15	well	well	ADV
american_scientific_journal-2581	187	16	if	if	SCONJ
american_scientific_journal-2581	187	17	mse	mse	PROPN
american_scientific_journal-2581	187	18	is	be	AUX
american_scientific_journal-2581	187	19	used	use	VERB
american_scientific_journal-2581	187	20	as	as	ADP
american_scientific_journal-2581	187	21	the	the	DET
american_scientific_journal-2581	187	22	performance	performance	NOUN
american_scientific_journal-2581	187	23	measure	measure	NOUN
american_scientific_journal-2581	187	24	.	.	PUNCT
american_scientific_journal-2581	188	1	indeed	indeed	ADV
american_scientific_journal-2581	188	2	,	,	PUNCT
american_scientific_journal-2581	188	3	it	it	PRON
american_scientific_journal-2581	188	4	is	be	AUX
american_scientific_journal-2581	188	5	marked	mark	VERB
american_scientific_journal-2581	188	6	as	as	ADP
american_scientific_journal-2581	188	7	the	the	DET
american_scientific_journal-2581	188	8	best	good	ADJ
american_scientific_journal-2581	188	9	or	or	CCONJ
american_scientific_journal-2581	188	10	close	close	ADJ
american_scientific_journal-2581	188	11	to	to	ADP
american_scientific_journal-2581	188	12	the	the	DET
american_scientific_journal-2581	188	13	best	good	ADJ
american_scientific_journal-2581	188	14	model	model	NOUN
american_scientific_journal-2581	188	15	in	in	ADP
american_scientific_journal-2581	188	16	other	other	ADJ
american_scientific_journal-2581	188	17	performance	performance	NOUN
american_scientific_journal-2581	188	18	measures	measure	NOUN
american_scientific_journal-2581	188	19	.	.	PUNCT
american_scientific_journal-2581	189	1	for	for	ADP
american_scientific_journal-2581	189	2	s&p500	s&p500	PROPN
american_scientific_journal-2581	189	3	data	datum	NOUN
american_scientific_journal-2581	189	4	set	set	NOUN
american_scientific_journal-2581	189	5	,	,	PUNCT
american_scientific_journal-2581	189	6	the	the	DET
american_scientific_journal-2581	189	7	proposed	propose	VERB
american_scientific_journal-2581	189	8	model	model	NOUN
american_scientific_journal-2581	189	9	shows	show	VERB
american_scientific_journal-2581	189	10	the	the	DET
american_scientific_journal-2581	189	11	best	good	ADJ
american_scientific_journal-2581	189	12	results	result	NOUN
american_scientific_journal-2581	189	13	in	in	ADP
american_scientific_journal-2581	189	14	3	3	NUM
american_scientific_journal-2581	189	15	and	and	CCONJ
american_scientific_journal-2581	189	16	4	4	NUM
american_scientific_journal-2581	189	17	out	out	ADP
american_scientific_journal-2581	189	18	of	of	ADP
american_scientific_journal-2581	189	19	5	5	NUM
american_scientific_journal-2581	189	20	measures	measure	NOUN
american_scientific_journal-2581	189	21	for	for	ADP
american_scientific_journal-2581	189	22	daily	daily	ADJ
american_scientific_journal-2581	189	23	and	and	CCONJ
american_scientific_journal-2581	189	24	weekly	weekly	ADJ
american_scientific_journal-2581	189	25	horizons	horizon	NOUN
american_scientific_journal-2581	189	26	respectively	respectively	ADV
american_scientific_journal-2581	189	27	.	.	PUNCT
american_scientific_journal-2581	190	1	although	although	SCONJ
american_scientific_journal-2581	190	2	it	it	PRON
american_scientific_journal-2581	190	3	is	be	AUX
american_scientific_journal-2581	190	4	not	not	PART
american_scientific_journal-2581	190	5	identified	identify	VERB
american_scientific_journal-2581	190	6	as	as	ADP
american_scientific_journal-2581	190	7	the	the	DET
american_scientific_journal-2581	190	8	best	good	ADJ
american_scientific_journal-2581	190	9	model	model	NOUN
american_scientific_journal-2581	190	10	in	in	ADP
american_scientific_journal-2581	190	11	most	most	ADJ
american_scientific_journal-2581	190	12	of	of	ADP
american_scientific_journal-2581	190	13	the	the	DET
american_scientific_journal-2581	190	14	measures	measure	NOUN
american_scientific_journal-2581	190	15	for	for	ADP
american_scientific_journal-2581	190	16	dax	dax	PROPN
american_scientific_journal-2581	190	17	weekly	weekly	ADJ
american_scientific_journal-2581	190	18	forecasting	forecasting	NOUN
american_scientific_journal-2581	190	19	horizon	horizon	NOUN
american_scientific_journal-2581	190	20	,	,	PUNCT
american_scientific_journal-2581	190	21	its	its	PRON
american_scientific_journal-2581	190	22	performances	performance	NOUN
american_scientific_journal-2581	190	23	on	on	ADP
american_scientific_journal-2581	190	24	these	these	DET
american_scientific_journal-2581	190	25	measures	measure	NOUN
american_scientific_journal-2581	190	26	are	be	AUX
american_scientific_journal-2581	190	27	rather	rather	ADV
american_scientific_journal-2581	190	28	close	close	ADJ
american_scientific_journal-2581	190	29	to	to	ADP
american_scientific_journal-2581	190	30	the	the	DET
american_scientific_journal-2581	190	31	respective	respective	ADJ
american_scientific_journal-2581	190	32	best	good	ADJ
american_scientific_journal-2581	190	33	model	model	NOUN
american_scientific_journal-2581	190	34	.	.	PUNCT
american_scientific_journal-2581	191	1	in	in	ADP
american_scientific_journal-2581	191	2	line	line	NOUN
american_scientific_journal-2581	191	3	with	with	ADP
american_scientific_journal-2581	191	4	the	the	DET
american_scientific_journal-2581	191	5	findings	finding	NOUN
american_scientific_journal-2581	191	6	in	in	ADP
american_scientific_journal-2581	191	7	[	[	X
american_scientific_journal-2581	191	8	10	10	NUM
american_scientific_journal-2581	191	9	]	]	PUNCT
american_scientific_journal-2581	191	10	,	,	PUNCT
american_scientific_journal-2581	191	11	we	we	PRON
american_scientific_journal-2581	191	12	find	find	VERB
american_scientific_journal-2581	191	13	the	the	DET
american_scientific_journal-2581	191	14	abdl	abdl	NOUN
american_scientific_journal-2581	191	15	model	model	NOUN
american_scientific_journal-2581	191	16	does	do	VERB
american_scientific_journal-2581	191	17	an	an	DET
american_scientific_journal-2581	191	18	impressive	impressive	ADJ
american_scientific_journal-2581	191	19	job	job	NOUN
american_scientific_journal-2581	191	20	by	by	ADP
american_scientific_journal-2581	191	21	just	just	ADV
american_scientific_journal-2581	191	22	fitting	fit	VERB
american_scientific_journal-2581	191	23	an	an	DET
american_scientific_journal-2581	191	24	arfima(1,𝑖𝑖	arfima(1,𝑖𝑖	NOUN
american_scientific_journal-2581	191	25	,	,	PUNCT
american_scientific_journal-2581	191	26	0	0	NUM
american_scientific_journal-2581	191	27	)	)	PUNCT
american_scientific_journal-2581	191	28	model	model	NOUN
american_scientific_journal-2581	191	29	to	to	ADP
american_scientific_journal-2581	191	30	the	the	DET
american_scientific_journal-2581	191	31	log	log	NOUN
american_scientific_journal-2581	191	32	squared	square	VERB
american_scientific_journal-2581	191	33	returns	return	NOUN
american_scientific_journal-2581	191	34	.	.	PUNCT
american_scientific_journal-2581	192	1	interestingly	interestingly	ADV
american_scientific_journal-2581	192	2	,	,	PUNCT
american_scientific_journal-2581	192	3	table	table	NOUN
american_scientific_journal-2581	192	4	2	2	NUM
american_scientific_journal-2581	192	5	shows	show	VERB
american_scientific_journal-2581	192	6	that	that	SCONJ
american_scientific_journal-2581	192	7	abdln	abdln	NOUN
american_scientific_journal-2581	192	8	does	do	AUX
american_scientific_journal-2581	192	9	slightly	slightly	ADV
american_scientific_journal-2581	192	10	better	well	ADJ
american_scientific_journal-2581	192	11	than	than	ADP
american_scientific_journal-2581	192	12	abdl	abdl	NOUN
american_scientific_journal-2581	192	13	especially	especially	ADV
american_scientific_journal-2581	192	14	when	when	SCONJ
american_scientific_journal-2581	192	15	mapd	mapd	NOUN
american_scientific_journal-2581	192	16	or	or	CCONJ
american_scientific_journal-2581	192	17	𝑅𝑅2	𝑅𝑅2	NOUN
american_scientific_journal-2581	192	18	from	from	ADP
american_scientific_journal-2581	192	19	the	the	DET
american_scientific_journal-2581	192	20	regression	regression	NOUN
american_scientific_journal-2581	192	21	of	of	ADP
american_scientific_journal-2581	192	22	log𝑅𝑅𝑅𝑅	log𝑅𝑅𝑅𝑅	NOUN
american_scientific_journal-2581	192	23	is	be	AUX
american_scientific_journal-2581	192	24	used	use	VERB
american_scientific_journal-2581	192	25	.	.	PUNCT
american_scientific_journal-2581	193	1	this	this	PRON
american_scientific_journal-2581	193	2	suggests	suggest	VERB
american_scientific_journal-2581	193	3	that	that	SCONJ
american_scientific_journal-2581	193	4	the	the	DET
american_scientific_journal-2581	193	5	normalization	normalization	NOUN
american_scientific_journal-2581	193	6	procedure	procedure	NOUN
american_scientific_journal-2581	193	7	adopted	adopt	VERB
american_scientific_journal-2581	193	8	in	in	ADP
american_scientific_journal-2581	193	9	this	this	DET
american_scientific_journal-2581	193	10	study	study	NOUN
american_scientific_journal-2581	193	11	can	can	AUX
american_scientific_journal-2581	193	12	be	be	AUX
american_scientific_journal-2581	193	13	a	a	DET
american_scientific_journal-2581	193	14	good	good	ADJ
american_scientific_journal-2581	193	15	tool	tool	NOUN
american_scientific_journal-2581	193	16	to	to	PART
american_scientific_journal-2581	193	17	pre	pre	VERB
american_scientific_journal-2581	193	18	-	-	NOUN
american_scientific_journal-2581	193	19	process	process	NOUN
american_scientific_journal-2581	193	20	data	datum	NOUN
american_scientific_journal-2581	193	21	when	when	SCONJ
american_scientific_journal-2581	193	22	normality	normality	NOUN
american_scientific_journal-2581	193	23	assumption	assumption	NOUN
american_scientific_journal-2581	193	24	is	be	AUX
american_scientific_journal-2581	193	25	required	require	VERB
american_scientific_journal-2581	193	26	.	.	PUNCT
american_scientific_journal-2581	194	1	figures	figure	NOUN
american_scientific_journal-2581	194	2	below	below	ADP
american_scientific_journal-2581	194	3	show	show	VERB
american_scientific_journal-2581	194	4	the	the	DET
american_scientific_journal-2581	194	5	out	out	ADJ
american_scientific_journal-2581	194	6	-	-	PUNCT
american_scientific_journal-2581	194	7	of	of	ADP
american_scientific_journal-2581	194	8	-	-	PUNCT
american_scientific_journal-2581	194	9	sample	sample	NOUN
american_scientific_journal-2581	194	10	forecast	forecast	NOUN
american_scientific_journal-2581	194	11	results	result	NOUN
american_scientific_journal-2581	194	12	of	of	ADP
american_scientific_journal-2581	194	13	various	various	ADJ
american_scientific_journal-2581	194	14	models	model	NOUN
american_scientific_journal-2581	194	15	compared	compare	VERB
american_scientific_journal-2581	194	16	to	to	ADP
american_scientific_journal-2581	194	17	the	the	DET
american_scientific_journal-2581	194	18	daily	daily	PROPN
american_scientific_journal-2581	194	19	rv	rv	PROPN
american_scientific_journal-2581	194	20	for	for	ADP
american_scientific_journal-2581	194	21	s&p500	s&p500	PROPN
american_scientific_journal-2581	194	22	(	(	PUNCT
american_scientific_journal-2581	194	23	figure	figure	NOUN
american_scientific_journal-2581	194	24	5	5	NUM
american_scientific_journal-2581	194	25	)	)	PUNCT
american_scientific_journal-2581	194	26	and	and	CCONJ
american_scientific_journal-2581	194	27	weekly	weekly	ADJ
american_scientific_journal-2581	194	28	rv	rv	PROPN
american_scientific_journal-2581	194	29	for	for	ADP
american_scientific_journal-2581	194	30	dax	dax	PROPN
american_scientific_journal-2581	194	31	(	(	PUNCT
american_scientific_journal-2581	194	32	figure	figure	NOUN
american_scientific_journal-2581	194	33	6	6	NUM
american_scientific_journal-2581	194	34	)	)	PUNCT
american_scientific_journal-2581	194	35	.	.	PUNCT
american_scientific_journal-2581	195	1	as	as	ADP
american_scientific_journal-2581	195	2	a	a	DET
american_scientific_journal-2581	195	3	whole	whole	NOUN
american_scientific_journal-2581	195	4	,	,	PUNCT
american_scientific_journal-2581	195	5	we	we	PRON
american_scientific_journal-2581	195	6	note	note	VERB
american_scientific_journal-2581	195	7	that	that	SCONJ
american_scientific_journal-2581	195	8	the	the	DET
american_scientific_journal-2581	195	9	proposed	propose	VERB
american_scientific_journal-2581	195	10	method	method	NOUN
american_scientific_journal-2581	195	11	is	be	AUX
american_scientific_journal-2581	195	12	more	more	ADV
american_scientific_journal-2581	195	13	sensitive	sensitive	ADJ
american_scientific_journal-2581	195	14	to	to	ADP
american_scientific_journal-2581	195	15	the	the	DET
american_scientific_journal-2581	195	16	dynamic	dynamic	NOUN
american_scientific_journal-2581	195	17	of	of	ADP
american_scientific_journal-2581	195	18	the	the	DET
american_scientific_journal-2581	195	19	rv	rv	PROPN
american_scientific_journal-2581	195	20	series	series	NOUN
american_scientific_journal-2581	195	21	,	,	PUNCT
american_scientific_journal-2581	195	22	and	and	CCONJ
american_scientific_journal-2581	195	23	hence	hence	ADV
american_scientific_journal-2581	195	24	producing	produce	VERB
american_scientific_journal-2581	195	25	better	well	ADJ
american_scientific_journal-2581	195	26	forecasts	forecast	NOUN
american_scientific_journal-2581	195	27	.	.	PUNCT
american_scientific_journal-2581	196	1	to	to	PART
american_scientific_journal-2581	196	2	identify	identify	VERB
american_scientific_journal-2581	196	3	the	the	DET
american_scientific_journal-2581	196	4	overall	overall	ADJ
american_scientific_journal-2581	196	5	best	good	ADJ
american_scientific_journal-2581	196	6	performing	performing	NOUN
american_scientific_journal-2581	196	7	model	model	NOUN
american_scientific_journal-2581	196	8	,	,	PUNCT
american_scientific_journal-2581	196	9	we	we	PRON
american_scientific_journal-2581	196	10	additionally	additionally	ADV
american_scientific_journal-2581	196	11	run	run	VERB
american_scientific_journal-2581	196	12	the	the	DET
american_scientific_journal-2581	196	13	superior	superior	ADJ
american_scientific_journal-2581	196	14	predictive	predictive	ADJ
american_scientific_journal-2581	196	15	ability	ability	NOUN
american_scientific_journal-2581	196	16	(	(	PUNCT
american_scientific_journal-2581	196	17	spa	spa	NOUN
american_scientific_journal-2581	196	18	)	)	PUNCT
american_scientific_journal-2581	196	19	test	test	NOUN
american_scientific_journal-2581	196	20	(	(	PUNCT
american_scientific_journal-2581	196	21	[	[	X
american_scientific_journal-2581	196	22	22	22	NUM
american_scientific_journal-2581	196	23	]	]	PUNCT
american_scientific_journal-2581	196	24	,	,	PUNCT
american_scientific_journal-2581	196	25	which	which	PRON
american_scientific_journal-2581	196	26	examines	examine	VERB
american_scientific_journal-2581	196	27	the	the	DET
american_scientific_journal-2581	196	28	null	null	ADJ
american_scientific_journal-2581	196	29	hypothesis	hypothesis	NOUN
american_scientific_journal-2581	196	30	that	that	PRON
american_scientific_journal-2581	196	31	the	the	DET
american_scientific_journal-2581	196	32	benchmark	benchmark	NOUN
american_scientific_journal-2581	196	33	model	model	NOUN
american_scientific_journal-2581	196	34	is	be	AUX
american_scientific_journal-2581	196	35	not	not	PART
american_scientific_journal-2581	196	36	inferior	inferior	ADJ
american_scientific_journal-2581	196	37	to	to	ADP
american_scientific_journal-2581	196	38	any	any	PRON
american_scientific_journal-2581	196	39	of	of	ADP
american_scientific_journal-2581	196	40	its	its	PRON
american_scientific_journal-2581	196	41	competing	compete	VERB
american_scientific_journal-2581	196	42	models	model	NOUN
american_scientific_journal-2581	196	43	.	.	PUNCT
american_scientific_journal-2581	197	1	let	let	VERB
american_scientific_journal-2581	197	2	’s	’s	PRON
american_scientific_journal-2581	197	3	assume	assume	VERB
american_scientific_journal-2581	197	4	that	that	SCONJ
american_scientific_journal-2581	197	5	there	there	PRON
american_scientific_journal-2581	197	6	are	be	VERB
american_scientific_journal-2581	197	7	𝑛𝑛𝑓𝑓	𝑛𝑛𝑓𝑓	NOUN
american_scientific_journal-2581	197	8	out	out	ADP
american_scientific_journal-2581	197	9	-	-	PUNCT
american_scientific_journal-2581	197	10	of	of	ADP
american_scientific_journal-2581	197	11	-	-	PUNCT
american_scientific_journal-2581	197	12	sample	sample	NOUN
american_scientific_journal-2581	197	13	forecasts	forecast	NOUN
american_scientific_journal-2581	197	14	for	for	ADP
american_scientific_journal-2581	197	15	the	the	DET
american_scientific_journal-2581	197	16	comparison	comparison	NOUN
american_scientific_journal-2581	197	17	of	of	ADP
american_scientific_journal-2581	197	18	ℓ	ℓ	PROPN
american_scientific_journal-2581	197	19	+	+	CCONJ
american_scientific_journal-2581	197	20	1	1	NUM
american_scientific_journal-2581	197	21	models	model	NOUN
american_scientific_journal-2581	197	22	.	.	PUNCT
american_scientific_journal-2581	198	1	the	the	DET
american_scientific_journal-2581	198	2	test	test	NOUN
american_scientific_journal-2581	198	3	statistic	statistic	NOUN
american_scientific_journal-2581	198	4	is	be	AUX
american_scientific_journal-2581	198	5	deduced	deduce	VERB
american_scientific_journal-2581	198	6	from	from	ADP
american_scientific_journal-2581	198	7	the	the	DET
american_scientific_journal-2581	198	8	loss	loss	NOUN
american_scientific_journal-2581	198	9	function	function	NOUN
american_scientific_journal-2581	198	10	differential	differential	NOUN
american_scientific_journal-2581	198	11	𝑖𝑖𝑖𝑖,𝑘𝑘	𝑖𝑖𝑖𝑖,𝑘𝑘	PUNCT
american_scientific_journal-2581	199	1	=	=	PUNCT
american_scientific_journal-2581	199	2	𝐿𝐿𝑖𝑖,0	𝐿𝐿𝑖𝑖,0	ADV
american_scientific_journal-2581	199	3	−	−	PROPN
american_scientific_journal-2581	199	4	𝐿𝐿𝑖𝑖,𝑘𝑘	𝐿𝐿𝑖𝑖,𝑘𝑘	NOUN
american_scientific_journal-2581	199	5	,	,	PUNCT
american_scientific_journal-2581	199	6	𝑖𝑖	𝑖𝑖	X
american_scientific_journal-2581	199	7	=	=	SYM
american_scientific_journal-2581	199	8	1,⋯	1,⋯	NUM
american_scientific_journal-2581	199	9	,	,	PUNCT
american_scientific_journal-2581	199	10	𝑛𝑛𝑓𝑓	𝑛𝑛𝑓𝑓	NOUN
american_scientific_journal-2581	199	11	,	,	PUNCT
american_scientific_journal-2581	199	12	𝑘𝑘	𝑘𝑘	NOUN
american_scientific_journal-2581	199	13	=	=	SYM
american_scientific_journal-2581	199	14	1,⋯	1,⋯	NUM
american_scientific_journal-2581	199	15	,	,	PUNCT
american_scientific_journal-2581	199	16	ℓ	ℓ	INTJ
american_scientific_journal-2581	199	17	,	,	PUNCT
american_scientific_journal-2581	199	18	where	where	SCONJ
american_scientific_journal-2581	199	19	𝐿𝐿𝑖𝑖,0	𝐿𝐿𝑖𝑖,0	ADV
american_scientific_journal-2581	199	20	and	and	CCONJ
american_scientific_journal-2581	199	21	𝐿𝐿𝑖𝑖,𝑘𝑘	𝐿𝐿𝑖𝑖,𝑘𝑘	PROPN
american_scientific_journal-2581	199	22	are	be	AUX
american_scientific_journal-2581	199	23	the	the	DET
american_scientific_journal-2581	199	24	loss	loss	NOUN
american_scientific_journal-2581	199	25	variables	variable	NOUN
american_scientific_journal-2581	199	26	of	of	ADP
american_scientific_journal-2581	199	27	the	the	DET
american_scientific_journal-2581	199	28	benchmark	benchmark	NOUN
american_scientific_journal-2581	199	29	model	model	NOUN
american_scientific_journal-2581	199	30	and	and	CCONJ
american_scientific_journal-2581	199	31	the	the	DET
american_scientific_journal-2581	199	32	competing	compete	VERB
american_scientific_journal-2581	199	33	model-𝑘𝑘	model-𝑘𝑘	NOUN
american_scientific_journal-2581	199	34	at	at	ADP
american_scientific_journal-2581	199	35	time	time	NOUN
american_scientific_journal-2581	199	36	𝑖𝑖	𝑖𝑖	ADP
american_scientific_journal-2581	199	37	respectively	respectively	ADV
american_scientific_journal-2581	199	38	.	.	PUNCT
american_scientific_journal-2581	200	1	under	under	ADP
american_scientific_journal-2581	200	2	the	the	DET
american_scientific_journal-2581	200	3	assumption	assumption	NOUN
american_scientific_journal-2581	200	4	of	of	ADP
american_scientific_journal-2581	200	5	the	the	DET
american_scientific_journal-2581	200	6	null	null	ADJ
american_scientific_journal-2581	200	7	hypothesis	hypothesis	NOUN
american_scientific_journal-2581	200	8	and	and	CCONJ
american_scientific_journal-2581	200	9	that	that	PRON
american_scientific_journal-2581	200	10	𝑖𝑖𝑖𝑖,𝑘𝑘	𝑖𝑖𝑖𝑖,𝑘𝑘	PUNCT
american_scientific_journal-2581	200	11	is	be	AUX
american_scientific_journal-2581	200	12	stationary	stationary	ADJ
american_scientific_journal-2581	200	13	,	,	PUNCT
american_scientific_journal-2581	200	14	we	we	PRON
american_scientific_journal-2581	200	15	expect	expect	VERB
american_scientific_journal-2581	200	16	that	that	SCONJ
american_scientific_journal-2581	200	17	on	on	ADP
american_scientific_journal-2581	200	18	average	average	ADJ
american_scientific_journal-2581	200	19	,	,	PUNCT
american_scientific_journal-2581	200	20	the	the	DET
american_scientific_journal-2581	200	21	loss	loss	NOUN
american_scientific_journal-2581	200	22	variable	variable	NOUN
american_scientific_journal-2581	200	23	of	of	ADP
american_scientific_journal-2581	200	24	the	the	DET
american_scientific_journal-2581	200	25	benchmark	benchmark	NOUN
american_scientific_journal-2581	200	26	model	model	NOUN
american_scientific_journal-2581	200	27	is	be	AUX
american_scientific_journal-2581	200	28	not	not	PART
american_scientific_journal-2581	200	29	bigger	big	ADJ
american_scientific_journal-2581	200	30	than	than	ADP
american_scientific_journal-2581	200	31	any	any	PRON
american_scientific_journal-2581	200	32	of	of	ADP
american_scientific_journal-2581	200	33	the	the	DET
american_scientific_journal-2581	200	34	competing	compete	VERB
american_scientific_journal-2581	200	35	model	model	NOUN
american_scientific_journal-2581	200	36	𝑘𝑘	𝑘𝑘	PROPN
american_scientific_journal-2581	200	37	,	,	PUNCT
american_scientific_journal-2581	200	38	that	that	ADV
american_scientific_journal-2581	200	39	is	is	ADV
american_scientific_journal-2581	200	40	,	,	PUNCT
american_scientific_journal-2581	200	41	h0	h0	PROPN
american_scientific_journal-2581	200	42	:	:	PUNCT
american_scientific_journal-2581	200	43	max𝑘𝑘=1,⋯,ℓ	max𝑘𝑘=1,⋯,ℓ	NOUN
american_scientific_journal-2581	200	44	�	�	NOUN
american_scientific_journal-2581	200	45	𝜇𝜇𝑘𝑘	𝜇𝜇𝑘𝑘	NOUN
american_scientific_journal-2581	200	46	=	=	SYM
american_scientific_journal-2581	200	47	𝐸𝐸	𝐸𝐸	PROPN
american_scientific_journal-2581	200	48	�	�	PROPN
american_scientific_journal-2581	200	49	𝑖𝑖𝑖𝑖,𝑘𝑘	𝑖𝑖𝑖𝑖,𝑘𝑘	SYM
american_scientific_journal-2581	200	50	�	�	PROPN
american_scientific_journal-2581	200	51	�	�	PROPN
american_scientific_journal-2581	200	52	≤	≤	PROPN
american_scientific_journal-2581	200	53	0	0	NUM
american_scientific_journal-2581	200	54	.	.	PUNCT
american_scientific_journal-2581	201	1	the	the	DET
american_scientific_journal-2581	201	2	test	test	NOUN
american_scientific_journal-2581	201	3	statistic	statistic	NOUN
american_scientific_journal-2581	201	4	is	be	AUX
american_scientific_journal-2581	201	5	given	give	VERB
american_scientific_journal-2581	201	6	below	below	ADV
american_scientific_journal-2581	201	7	.	.	PUNCT
american_scientific_journal-2581	202	1	american	american	ADJ
american_scientific_journal-2581	202	2	scientific	scientific	ADJ
american_scientific_journal-2581	202	3	research	research	PROPN
american_scientific_journal-2581	202	4	journal	journal	NOUN
american_scientific_journal-2581	202	5	for	for	ADP
american_scientific_journal-2581	202	6	engineering	engineering	NOUN
american_scientific_journal-2581	202	7	,	,	PUNCT
american_scientific_journal-2581	202	8	technology	technology	NOUN
american_scientific_journal-2581	202	9	,	,	PUNCT
american_scientific_journal-2581	202	10	and	and	CCONJ
american_scientific_journal-2581	202	11	sciences	science	NOUN
american_scientific_journal-2581	202	12	(	(	PUNCT
american_scientific_journal-2581	202	13	asrjets	asrjet	NOUN
american_scientific_journal-2581	202	14	)	)	PUNCT
american_scientific_journal-2581	202	15	(	(	PUNCT
american_scientific_journal-2581	202	16	2017	2017	NUM
american_scientific_journal-2581	202	17	)	)	PUNCT
american_scientific_journal-2581	202	18	volume	volume	NOUN
american_scientific_journal-2581	202	19	27	27	NUM
american_scientific_journal-2581	202	20	,	,	PUNCT
american_scientific_journal-2581	202	21	no	no	DET
american_scientific_journal-2581	202	22	1	1	NUM
american_scientific_journal-2581	202	23	,	,	PUNCT
american_scientific_journal-2581	202	24	pp	pp	ADV
american_scientific_journal-2581	202	25	213	213	NUM
american_scientific_journal-2581	202	26	-	-	SYM
american_scientific_journal-2581	202	27	233	233	NUM
american_scientific_journal-2581	202	28	225	225	NUM
american_scientific_journal-2581	202	29	tnf	tnf	PROPN
american_scientific_journal-2581	202	30	spa	spa	NOUN
american_scientific_journal-2581	202	31	=	=	SYM
american_scientific_journal-2581	202	32	𝑚𝑚𝑎𝑎𝑒𝑒	𝑚𝑚𝑎𝑎𝑒𝑒	VERB
american_scientific_journal-2581	202	33	�	�	PROPN
american_scientific_journal-2581	202	34	𝑚𝑚𝑎𝑎𝑒𝑒	𝑚𝑚𝑎𝑎𝑒𝑒	VERB
american_scientific_journal-2581	202	35	k=1,⋯,ℓ	k=1,⋯,ℓ	PROPN
american_scientific_journal-2581	202	36	√nfe	√nfe	PROPN
american_scientific_journal-2581	202	37	�	�	PROPN
american_scientific_journal-2581	202	38	di	di	PROPN
american_scientific_journal-2581	202	39	,	,	PUNCT
american_scientific_journal-2581	202	40	k	k	PROPN
american_scientific_journal-2581	202	41	�	�	PROPN
american_scientific_journal-2581	202	42	ω	ω	PROPN
american_scientific_journal-2581	202	43	�	�	PROPN
american_scientific_journal-2581	202	44	k	k	PROPN
american_scientific_journal-2581	202	45	,	,	PUNCT
american_scientific_journal-2581	202	46	0	0	NUM
american_scientific_journal-2581	202	47	�	�	PROPN
american_scientific_journal-2581	202	48	(	(	PUNCT
american_scientific_journal-2581	202	49	16	16	NUM
american_scientific_journal-2581	202	50	)	)	PUNCT
american_scientific_journal-2581	202	51	where	where	SCONJ
american_scientific_journal-2581	202	52	𝜔𝜔	𝜔𝜔	ADP
american_scientific_journal-2581	202	53	�	�	NOUN
american_scientific_journal-2581	202	54	𝑘𝑘	𝑘𝑘	PROPN
american_scientific_journal-2581	202	55	is	be	AUX
american_scientific_journal-2581	202	56	a	a	DET
american_scientific_journal-2581	202	57	consistent	consistent	ADJ
american_scientific_journal-2581	202	58	estimator	estimator	NOUN
american_scientific_journal-2581	202	59	of	of	ADP
american_scientific_journal-2581	202	60	𝜔𝜔𝑘𝑘	𝜔𝜔𝑘𝑘	PROPN
american_scientific_journal-2581	202	61	=	=	SYM
american_scientific_journal-2581	202	62	𝑐𝑐𝑎𝑎𝑟𝑟(	𝑐𝑐𝑎𝑎𝑟𝑟(	PROPN
american_scientific_journal-2581	202	63	�	�	PROPN
american_scientific_journal-2581	202	64	𝑛𝑛𝑓𝑓𝜇𝜇𝑘𝑘	𝑛𝑛𝑓𝑓𝜇𝜇𝑘𝑘	PROPN
american_scientific_journal-2581	202	65	)	)	PUNCT
american_scientific_journal-2581	202	66	.	.	PUNCT
american_scientific_journal-2581	203	1	for	for	ADP
american_scientific_journal-2581	203	2	details	detail	NOUN
american_scientific_journal-2581	203	3	of	of	ADP
american_scientific_journal-2581	203	4	the	the	DET
american_scientific_journal-2581	203	5	spa	spa	NOUN
american_scientific_journal-2581	203	6	method	method	NOUN
american_scientific_journal-2581	203	7	,	,	PUNCT
american_scientific_journal-2581	203	8	readers	reader	NOUN
american_scientific_journal-2581	203	9	may	may	AUX
american_scientific_journal-2581	203	10	refer	refer	VERB
american_scientific_journal-2581	203	11	to	to	ADP
american_scientific_journal-2581	203	12	[	[	X
american_scientific_journal-2581	203	13	22	22	NUM
american_scientific_journal-2581	203	14	]	]	PUNCT
american_scientific_journal-2581	203	15	.	.	PUNCT
american_scientific_journal-2581	204	1	the	the	DET
american_scientific_journal-2581	204	2	test	test	NOUN
american_scientific_journal-2581	204	3	statistic	statistic	NOUN
american_scientific_journal-2581	204	4	𝑝𝑝-values	𝑝𝑝-value	NOUN
american_scientific_journal-2581	204	5	are	be	AUX
american_scientific_journal-2581	204	6	then	then	ADV
american_scientific_journal-2581	204	7	estimated	estimate	VERB
american_scientific_journal-2581	204	8	using	use	VERB
american_scientific_journal-2581	204	9	stationary	stationary	ADJ
american_scientific_journal-2581	204	10	bootstrap	bootstrap	NOUN
american_scientific_journal-2581	204	11	of	of	ADP
american_scientific_journal-2581	204	12	politis	politis	PROPN
american_scientific_journal-2581	204	13	and	and	CCONJ
american_scientific_journal-2581	204	14	romano	romano	VERB
american_scientific_journal-2581	204	15	[	[	X
american_scientific_journal-2581	204	16	23	23	NUM
american_scientific_journal-2581	204	17	]	]	PUNCT
american_scientific_journal-2581	204	18	as	as	SCONJ
american_scientific_journal-2581	204	19	follows	follow	VERB
american_scientific_journal-2581	204	20	:	:	PUNCT
american_scientific_journal-2581	204	21	p	p	X
american_scientific_journal-2581	204	22	�	�	PROPN
american_scientific_journal-2581	204	23	spa	spa	NOUN
american_scientific_journal-2581	204	24	=	=	SYM
american_scientific_journal-2581	204	25	�	�	PROPN
american_scientific_journal-2581	204	26	i	i	PRON
american_scientific_journal-2581	204	27	�	�	PROPN
american_scientific_journal-2581	204	28	tb	tb	NOUN
american_scientific_journal-2581	204	29	,	,	PUNCT
american_scientific_journal-2581	204	30	nf	nf	ADJ
american_scientific_journal-2581	204	31	spa∗	spa∗	NOUN
american_scientific_journal-2581	204	32	>	>	X
american_scientific_journal-2581	204	33	tnf	tnf	PROPN
american_scientific_journal-2581	204	34	spa	spa	PROPN
american_scientific_journal-2581	204	35	�	�	PROPN
american_scientific_journal-2581	204	36	b	b	PROPN
american_scientific_journal-2581	204	37	b	b	PROPN
american_scientific_journal-2581	204	38	b=1	b=1	X
american_scientific_journal-2581	204	39	(	(	PUNCT
american_scientific_journal-2581	204	40	17	17	NUM
american_scientific_journal-2581	204	41	)	)	PUNCT
american_scientific_journal-2581	204	42	where	where	SCONJ
american_scientific_journal-2581	204	43	𝑇𝑇𝑏𝑏,𝑛𝑛𝑓𝑓	𝑇𝑇𝑏𝑏,𝑛𝑛𝑓𝑓	NOUN
american_scientific_journal-2581	204	44	𝑆𝑆𝑆𝑆𝐴𝐴∗	𝑆𝑆𝑆𝑆𝐴𝐴∗	PROPN
american_scientific_journal-2581	204	45	is	be	AUX
american_scientific_journal-2581	204	46	the	the	DET
american_scientific_journal-2581	204	47	spa	spa	NOUN
american_scientific_journal-2581	204	48	test	test	NOUN
american_scientific_journal-2581	204	49	statistic	statistic	NOUN
american_scientific_journal-2581	204	50	in	in	ADP
american_scientific_journal-2581	204	51	the	the	DET
american_scientific_journal-2581	204	52	bootstrap	bootstrap	NOUN
american_scientific_journal-2581	204	53	world	world	NOUN
american_scientific_journal-2581	204	54	and	and	CCONJ
american_scientific_journal-2581	204	55	𝐵𝐵	𝐵𝐵	PROPN
american_scientific_journal-2581	204	56	is	be	AUX
american_scientific_journal-2581	204	57	the	the	DET
american_scientific_journal-2581	204	58	bootstrap	bootstrap	NOUN
american_scientific_journal-2581	204	59	size	size	NOUN
american_scientific_journal-2581	204	60	.	.	PUNCT
american_scientific_journal-2581	205	1	table	table	NOUN
american_scientific_journal-2581	205	2	2	2	NUM
american_scientific_journal-2581	205	3	:	:	PUNCT
american_scientific_journal-2581	205	4	forecasting	forecasting	NOUN
american_scientific_journal-2581	205	5	results	result	NOUN
american_scientific_journal-2581	205	6	for	for	ADP
american_scientific_journal-2581	205	7	s&p500	s&p500	NOUN
american_scientific_journal-2581	205	8	and	and	CCONJ
american_scientific_journal-2581	205	9	dax	dax	PROPN
american_scientific_journal-2581	205	10	model	model	NOUN
american_scientific_journal-2581	205	11	horiz	horiz	ADV
american_scientific_journal-2581	205	12	on	on	ADP
american_scientific_journal-2581	205	13	s&p	s&p	PROPN
american_scientific_journal-2581	205	14	500	500	NUM
american_scientific_journal-2581	205	15	dax	dax	PROPN
american_scientific_journal-2581	205	16	mse	mse	PROPN
american_scientific_journal-2581	205	17	mad	mad	ADJ
american_scientific_journal-2581	205	18	mapd	mapd	NOUN
american_scientific_journal-2581	205	19	𝑅𝑅log(𝑅𝑅𝑅𝑅	𝑅𝑅log(𝑅𝑅𝑅𝑅	NOUN
american_scientific_journal-2581	205	20	)	)	PUNCT
american_scientific_journal-2581	205	21	2	2	NUM
american_scientific_journal-2581	205	22	𝑅𝑅√𝑅𝑅𝑅𝑅	𝑅𝑅√𝑅𝑅𝑅𝑅	NUM
american_scientific_journal-2581	205	23	2	2	NUM
american_scientific_journal-2581	205	24	mse	mse	NOUN
american_scientific_journal-2581	205	25	mad	mad	ADJ
american_scientific_journal-2581	205	26	mapd	mapd	NOUN
american_scientific_journal-2581	205	27	𝑅𝑅log(𝑅𝑅𝑅𝑅	𝑅𝑅log(𝑅𝑅𝑅𝑅	NOUN
american_scientific_journal-2581	205	28	)	)	PUNCT
american_scientific_journal-2581	205	29	2	2	NUM
american_scientific_journal-2581	205	30	𝑅𝑅√𝑅𝑅𝑅𝑅	𝑅𝑅√𝑅𝑅𝑅𝑅	SYM
american_scientific_journal-2581	205	31	2	2	NUM
american_scientific_journal-2581	205	32	refined	refine	VERB
american_scientific_journal-2581	205	33	f	f	X
american_scientific_journal-2581	205	34	-	-	PUNCT
american_scientific_journal-2581	205	35	l	l	NOUN
american_scientific_journal-2581	205	36	daily	daily	ADJ
american_scientific_journal-2581	205	37	3.64e-08	3.64e-08	NUM
american_scientific_journal-2581	205	38	8.19e-05	8.19e-05	NUM
american_scientific_journal-2581	205	39	0.6718	0.6718	NUM
american_scientific_journal-2581	205	40	0.5896	0.5896	NUM
american_scientific_journal-2581	205	41	0.5498	0.5498	NUM
american_scientific_journal-2581	205	42	1.88e-08	1.88e-08	NUM
american_scientific_journal-2581	205	43	7.3e-05	7.3e-05	PROPN
american_scientific_journal-2581	205	44	0.8356	0.8356	NUM
american_scientific_journal-2581	205	45	0.2943	0.2943	NUM
american_scientific_journal-2581	205	46	0.3229	0.3229	NUM
american_scientific_journal-2581	205	47	lmsv2	lmsv2	X
american_scientific_journal-2581	205	48	4.17e-08	4.17e-08	NUM
american_scientific_journal-2581	205	49	1.321e-04	1.321e-04	NUM
american_scientific_journal-2581	205	50	2.18	2.18	NUM
american_scientific_journal-2581	205	51	0.4535	0.4535	NUM
american_scientific_journal-2581	205	52	0.4161	0.4161	NUM
american_scientific_journal-2581	205	53	2.2e-08	2.2e-08	NUM
american_scientific_journal-2581	205	54	9.15e-05	9.15e-05	NUM
american_scientific_journal-2581	205	55	1.0456	1.0456	NUM
american_scientific_journal-2581	205	56	0.1263	0.1263	NUM
american_scientific_journal-2581	205	57	0.1624	0.1624	NUM
american_scientific_journal-2581	205	58	lmsvc	lmsvc	NOUN
american_scientific_journal-2581	205	59	3.9e-08	3.9e-08	NUM
american_scientific_journal-2581	205	60	8.22e-05	8.22e-05	NUM
american_scientific_journal-2581	205	61	0.7311	0.7311	NUM
american_scientific_journal-2581	205	62	0.5789	0.5789	NUM
american_scientific_journal-2581	205	63	0.5351	0.5351	NUM
american_scientific_journal-2581	205	64	2.6e-08	2.6e-08	NOUN
american_scientific_journal-2581	205	65	8.27e-05	8.27e-05	NUM
american_scientific_journal-2581	205	66	0.6253	0.6253	NUM
american_scientific_journal-2581	205	67	0.2648	0.2648	NUM
american_scientific_journal-2581	205	68	0.2824	0.2824	NUM
american_scientific_journal-2581	205	69	abdl	abdl	NOUN
american_scientific_journal-2581	205	70	3.71e-08	3.71e-08	NUM
american_scientific_journal-2581	205	71	8e-05	8e-05	PROPN
american_scientific_journal-2581	205	72	0.7513	0.7513	NUM
american_scientific_journal-2581	205	73	0.5619	0.5619	NUM
american_scientific_journal-2581	205	74	0.5563	0.5563	NUM
american_scientific_journal-2581	205	75	2.01e-08	2.01e-08	NUM
american_scientific_journal-2581	205	76	7.44e-05	7.44e-05	NUM
american_scientific_journal-2581	205	77	0.8844	0.8844	NUM
american_scientific_journal-2581	205	78	0.2604	0.2604	NUM
american_scientific_journal-2581	205	79	0.2851	0.2851	NUM
american_scientific_journal-2581	205	80	abdln	abdln	NOUN
american_scientific_journal-2581	205	81	3.85e-08	3.85e-08	NUM
american_scientific_journal-2581	205	82	8.01e-05	8.01e-05	NUM
american_scientific_journal-2581	205	83	0.6942	0.6942	NUM
american_scientific_journal-2581	205	84	0.5706	0.5706	NUM
american_scientific_journal-2581	205	85	0.5533	0.5533	NUM
american_scientific_journal-2581	205	86	1.98e-08	1.98e-08	NUM
american_scientific_journal-2581	205	87	7.41e-05	7.41e-05	NUM
american_scientific_journal-2581	205	88	0.8099	0.8099	NUM
american_scientific_journal-2581	205	89	0.2776	0.2776	NUM
american_scientific_journal-2581	205	90	0.3066	0.3066	NUM
american_scientific_journal-2581	205	91	refined	refined	ADJ
american_scientific_journal-2581	205	92	f	f	X
american_scientific_journal-2581	205	93	-	-	PUNCT
american_scientific_journal-2581	205	94	l	l	NOUN
american_scientific_journal-2581	205	95	weekl	weekl	VERB
american_scientific_journal-2581	205	96	y	y	PROPN
american_scientific_journal-2581	205	97	2.07e-07	2.07e-07	NUM
american_scientific_journal-2581	205	98	2.12e-04	2.12e-04	NUM
american_scientific_journal-2581	205	99	0.4124	0.4124	NUM
american_scientific_journal-2581	205	100	0.5815	0.5815	NUM
american_scientific_journal-2581	205	101	0.6483	0.6483	NUM
american_scientific_journal-2581	205	102	6.55e-07	6.55e-07	NUM
american_scientific_journal-2581	205	103	4.05e-04	4.05e-04	NUM
american_scientific_journal-2581	205	104	0.4019	0.4019	NUM
american_scientific_journal-2581	205	105	0.5944	0.5944	NUM
american_scientific_journal-2581	205	106	0.6171	0.6171	NUM
american_scientific_journal-2581	205	107	lmsv2	lmsv2	ADJ
american_scientific_journal-2581	205	108	6.84e-07	6.84e-07	NUM
american_scientific_journal-2581	205	109	6.21e-04	6.21e-04	NUM
american_scientific_journal-2581	205	110	2.3414	2.3414	NUM
american_scientific_journal-2581	205	111	0.3109	0.3109	NUM
american_scientific_journal-2581	205	112	0.3702	0.3702	NUM
american_scientific_journal-2581	205	113	1.36e-06	1.36e-06	NUM
american_scientific_journal-2581	205	114	8.64e-04	8.64e-04	NUM
american_scientific_journal-2581	205	115	1.44	1.44	NUM
american_scientific_journal-2581	205	116	0.1794	0.1794	NUM
american_scientific_journal-2581	205	117	0.1449	0.1449	NUM
american_scientific_journal-2581	205	118	lmsvc	lmsvc	NOUN
american_scientific_journal-2581	205	119	2.67e-07	2.67e-07	NUM
american_scientific_journal-2581	205	120	2.34e-04	2.34e-04	NUM
american_scientific_journal-2581	205	121	0.4432	0.4432	NUM
american_scientific_journal-2581	205	122	0.5338	0.5338	NUM
american_scientific_journal-2581	205	123	0.574	0.574	NUM
american_scientific_journal-2581	205	124	1.24e-06	1.24e-06	NUM
american_scientific_journal-2581	205	125	5.61e-04	5.61e-04	NUM
american_scientific_journal-2581	205	126	0.4206	0.4206	NUM
american_scientific_journal-2581	205	127	0.5879	0.5879	NUM
american_scientific_journal-2581	205	128	0.5991	0.5991	NUM
american_scientific_journal-2581	205	129	abdl	abdl	NOUN
american_scientific_journal-2581	205	130	2.24e-07	2.24e-07	NUM
american_scientific_journal-2581	205	131	2.13e-04	2.13e-04	NUM
american_scientific_journal-2581	205	132	0.4304	0.4304	NUM
american_scientific_journal-2581	205	133	0.5827	0.5827	NUM
american_scientific_journal-2581	206	1	0.6221	0.6221	NUM
american_scientific_journal-2581	206	2	7.37e-07	7.37e-07	NUM
american_scientific_journal-2581	206	3	3.94e-04	3.94e-04	NUM
american_scientific_journal-2581	206	4	0.3365	0.3365	NUM
american_scientific_journal-2581	206	5	0.6515	0.6515	NUM
american_scientific_journal-2581	206	6	0.6539	0.6539	NUM
american_scientific_journal-2581	206	7	abdln	abdln	NOUN
american_scientific_journal-2581	206	8	2.32e-07	2.32e-07	NUM
american_scientific_journal-2581	206	9	2.15e-04	2.15e-04	NUM
american_scientific_journal-2581	206	10	0.417	0.417	NUM
american_scientific_journal-2581	206	11	0.5907	0.5907	NUM
american_scientific_journal-2581	206	12	0.622	0.622	NUM
american_scientific_journal-2581	206	13	7.38e-07	7.38e-07	NUM
american_scientific_journal-2581	206	14	3.97e-04	3.97e-04	NUM
american_scientific_journal-2581	206	15	0.3344	0.3344	NUM
american_scientific_journal-2581	206	16	0.6557	0.6557	NUM
american_scientific_journal-2581	206	17	0.6518	0.6518	NUM
american_scientific_journal-2581	206	18	note	note	NOUN
american_scientific_journal-2581	206	19	:	:	PUNCT
american_scientific_journal-2581	206	20	refined	refined	ADJ
american_scientific_journal-2581	206	21	f	f	X
american_scientific_journal-2581	206	22	-	-	PUNCT
american_scientific_journal-2581	206	23	l	l	NOUN
american_scientific_journal-2581	206	24	is	be	AUX
american_scientific_journal-2581	206	25	the	the	DET
american_scientific_journal-2581	206	26	refined	refined	ADJ
american_scientific_journal-2581	206	27	fdqml	fdqml	NOUN
american_scientific_journal-2581	206	28	-	-	PUNCT
american_scientific_journal-2581	206	29	lmsv	lmsv	NOUN
american_scientific_journal-2581	206	30	model	model	NOUN
american_scientific_journal-2581	206	31	.	.	PUNCT
american_scientific_journal-2581	207	1	in	in	ADP
american_scientific_journal-2581	207	2	this	this	DET
american_scientific_journal-2581	207	3	study	study	NOUN
american_scientific_journal-2581	207	4	,	,	PUNCT
american_scientific_journal-2581	207	5	we	we	PRON
american_scientific_journal-2581	207	6	take	take	VERB
american_scientific_journal-2581	207	7	the	the	DET
american_scientific_journal-2581	207	8	loss	loss	NOUN
american_scientific_journal-2581	207	9	variables	variable	NOUN
american_scientific_journal-2581	207	10	(	(	PUNCT
american_scientific_journal-2581	207	11	𝐿𝐿𝑖𝑖,0	𝐿𝐿𝑖𝑖,0	ADV
american_scientific_journal-2581	207	12	and	and	CCONJ
american_scientific_journal-2581	207	13	𝐿𝐿𝑖𝑖,𝑘𝑘	𝐿𝐿𝑖𝑖,𝑘𝑘	NOUN
american_scientific_journal-2581	207	14	)	)	PUNCT
american_scientific_journal-2581	207	15	as	as	ADP
american_scientific_journal-2581	207	16	the	the	DET
american_scientific_journal-2581	207	17	squared	square	VERB
american_scientific_journal-2581	207	18	error	error	NOUN
american_scientific_journal-2581	207	19	between	between	ADP
american_scientific_journal-2581	207	20	the	the	DET
american_scientific_journal-2581	207	21	forecast	forecast	NOUN
american_scientific_journal-2581	207	22	and	and	CCONJ
american_scientific_journal-2581	207	23	the	the	DET
american_scientific_journal-2581	207	24	realized	realize	VERB
american_scientific_journal-2581	207	25	volatility	volatility	NOUN
american_scientific_journal-2581	207	26	.	.	PUNCT
american_scientific_journal-2581	208	1	the	the	DET
american_scientific_journal-2581	208	2	bootstrap	bootstrap	NOUN
american_scientific_journal-2581	208	3	𝑝𝑝-value	𝑝𝑝-value	NOUN
american_scientific_journal-2581	208	4	is	be	AUX
american_scientific_journal-2581	208	5	generated	generate	VERB
american_scientific_journal-2581	208	6	based	base	VERB
american_scientific_journal-2581	208	7	on	on	ADP
american_scientific_journal-2581	208	8	2000	2000	NUM
american_scientific_journal-2581	208	9	number	number	NOUN
american_scientific_journal-2581	208	10	of	of	ADP
american_scientific_journal-2581	208	11	bootstrap	bootstrap	NOUN
american_scientific_journal-2581	208	12	resamples	resample	NOUN
american_scientific_journal-2581	208	13	.	.	PUNCT
american_scientific_journal-2581	209	1	table	table	NOUN
american_scientific_journal-2581	209	2	3	3	NUM
american_scientific_journal-2581	209	3	shows	show	VERB
american_scientific_journal-2581	209	4	the	the	DET
american_scientific_journal-2581	209	5	results	result	NOUN
american_scientific_journal-2581	209	6	of	of	ADP
american_scientific_journal-2581	209	7	the	the	DET
american_scientific_journal-2581	209	8	spa	spa	NOUN
american_scientific_journal-2581	209	9	-	-	PUNCT
american_scientific_journal-2581	209	10	test	test	NOUN
american_scientific_journal-2581	209	11	for	for	ADP
american_scientific_journal-2581	209	12	the	the	DET
american_scientific_journal-2581	209	13	daily	daily	ADJ
american_scientific_journal-2581	209	14	and	and	CCONJ
american_scientific_journal-2581	209	15	weekly	weekly	ADJ
american_scientific_journal-2581	209	16	realized	realize	VERB
american_scientific_journal-2581	209	17	volatility	volatility	NOUN
american_scientific_journal-2581	209	18	forecasts	forecast	NOUN
american_scientific_journal-2581	209	19	for	for	ADP
american_scientific_journal-2581	209	20	both	both	PRON
american_scientific_journal-2581	209	21	s&p500	s&p500	NOUN
american_scientific_journal-2581	209	22	and	and	CCONJ
american_scientific_journal-2581	209	23	dax	dax	PROPN
american_scientific_journal-2581	209	24	indices	index	NOUN
american_scientific_journal-2581	209	25	.	.	PUNCT
american_scientific_journal-2581	210	1	it	it	PRON
american_scientific_journal-2581	210	2	is	be	AUX
american_scientific_journal-2581	210	3	clear	clear	ADJ
american_scientific_journal-2581	210	4	that	that	SCONJ
american_scientific_journal-2581	210	5	when	when	SCONJ
american_scientific_journal-2581	210	6	the	the	DET
american_scientific_journal-2581	210	7	refined	refined	ADJ
american_scientific_journal-2581	210	8	fdqml	fdqml	NOUN
american_scientific_journal-2581	210	9	-	-	PUNCT
american_scientific_journal-2581	210	10	lmsv	lmsv	NOUN
american_scientific_journal-2581	210	11	model	model	NOUN
american_scientific_journal-2581	210	12	is	be	AUX
american_scientific_journal-2581	210	13	set	set	VERB
american_scientific_journal-2581	210	14	as	as	ADP
american_scientific_journal-2581	210	15	the	the	DET
american_scientific_journal-2581	210	16	benchmark	benchmark	NOUN
american_scientific_journal-2581	210	17	,	,	PUNCT
american_scientific_journal-2581	210	18	none	none	NOUN
american_scientific_journal-2581	210	19	of	of	ADP
american_scientific_journal-2581	210	20	the	the	DET
american_scientific_journal-2581	210	21	competing	compete	VERB
american_scientific_journal-2581	210	22	model	model	NOUN
american_scientific_journal-2581	210	23	has	have	VERB
american_scientific_journal-2581	210	24	a	a	DET
american_scientific_journal-2581	210	25	smaller	small	ADJ
american_scientific_journal-2581	210	26	squared	square	VERB
american_scientific_journal-2581	210	27	error	error	NOUN
american_scientific_journal-2581	210	28	,	,	PUNCT
american_scientific_journal-2581	210	29	and	and	CCONJ
american_scientific_journal-2581	210	30	hence	hence	ADV
american_scientific_journal-2581	210	31	,	,	PUNCT
american_scientific_journal-2581	210	32	the	the	DET
american_scientific_journal-2581	210	33	null	null	ADJ
american_scientific_journal-2581	210	34	hypothesis	hypothesis	NOUN
american_scientific_journal-2581	210	35	is	be	AUX
american_scientific_journal-2581	210	36	not	not	PART
american_scientific_journal-2581	210	37	rejected	reject	VERB
american_scientific_journal-2581	210	38	.	.	PUNCT
american_scientific_journal-2581	211	1	the	the	DET
american_scientific_journal-2581	211	2	refined	refined	ADJ
american_scientific_journal-2581	211	3	model	model	NOUN
american_scientific_journal-2581	211	4	consistently	consistently	ADV
american_scientific_journal-2581	211	5	performs	perform	VERB
american_scientific_journal-2581	211	6	the	the	DET
american_scientific_journal-2581	211	7	best	good	ADJ
american_scientific_journal-2581	211	8	across	across	ADP
american_scientific_journal-2581	211	9	the	the	DET
american_scientific_journal-2581	211	10	forecasting	forecasting	NOUN
american_scientific_journal-2581	211	11	horizons	horizon	NOUN
american_scientific_journal-2581	211	12	for	for	ADP
american_scientific_journal-2581	211	13	both	both	DET
american_scientific_journal-2581	211	14	stock	stock	NOUN
american_scientific_journal-2581	211	15	indices	index	NOUN
american_scientific_journal-2581	211	16	.	.	PUNCT
american_scientific_journal-2581	212	1	american	american	ADJ
american_scientific_journal-2581	212	2	scientific	scientific	ADJ
american_scientific_journal-2581	212	3	research	research	PROPN
american_scientific_journal-2581	212	4	journal	journal	NOUN
american_scientific_journal-2581	212	5	for	for	ADP
american_scientific_journal-2581	212	6	engineering	engineering	NOUN
american_scientific_journal-2581	212	7	,	,	PUNCT
american_scientific_journal-2581	212	8	technology	technology	NOUN
american_scientific_journal-2581	212	9	,	,	PUNCT
american_scientific_journal-2581	212	10	and	and	CCONJ
american_scientific_journal-2581	212	11	sciences	science	NOUN
american_scientific_journal-2581	212	12	(	(	PUNCT
american_scientific_journal-2581	212	13	asrjets	asrjet	NOUN
american_scientific_journal-2581	212	14	)	)	PUNCT
american_scientific_journal-2581	212	15	(	(	PUNCT
american_scientific_journal-2581	212	16	2017	2017	NUM
american_scientific_journal-2581	212	17	)	)	PUNCT
american_scientific_journal-2581	212	18	volume	volume	NOUN
american_scientific_journal-2581	212	19	27	27	NUM
american_scientific_journal-2581	212	20	,	,	PUNCT
american_scientific_journal-2581	212	21	no	no	DET
american_scientific_journal-2581	212	22	1	1	NUM
american_scientific_journal-2581	212	23	,	,	PUNCT
american_scientific_journal-2581	212	24	pp	pp	ADV
american_scientific_journal-2581	212	25	213	213	NUM
american_scientific_journal-2581	212	26	-	-	SYM
american_scientific_journal-2581	212	27	233	233	NUM
american_scientific_journal-2581	212	28	226	226	NUM
american_scientific_journal-2581	212	29	figure	figure	NOUN
american_scientific_journal-2581	212	30	5	5	NUM
american_scientific_journal-2581	212	31	:	:	PUNCT
american_scientific_journal-2581	212	32	daily	daily	PROPN
american_scientific_journal-2581	212	33	rv	rv	PROPN
american_scientific_journal-2581	212	34	and	and	CCONJ
american_scientific_journal-2581	212	35	the	the	DET
american_scientific_journal-2581	212	36	out	out	ADV
american_scientific_journal-2581	212	37	-	-	PUNCT
american_scientific_journal-2581	212	38	of	of	ADP
american_scientific_journal-2581	212	39	-	-	PUNCT
american_scientific_journal-2581	212	40	sample	sample	NOUN
american_scientific_journal-2581	212	41	forecasts	forecast	NOUN
american_scientific_journal-2581	212	42	of	of	ADP
american_scientific_journal-2581	212	43	various	various	ADJ
american_scientific_journal-2581	212	44	volatility	volatility	NOUN
american_scientific_journal-2581	212	45	models	model	NOUN
american_scientific_journal-2581	212	46	on	on	ADP
american_scientific_journal-2581	212	47	s&p500	s&p500	NOUN
american_scientific_journal-2581	212	48	figure	figure	NOUN
american_scientific_journal-2581	212	49	6	6	NUM
american_scientific_journal-2581	212	50	:	:	PUNCT
american_scientific_journal-2581	212	51	weekly	weekly	ADJ
american_scientific_journal-2581	212	52	rv	rv	PROPN
american_scientific_journal-2581	212	53	and	and	CCONJ
american_scientific_journal-2581	212	54	the	the	DET
american_scientific_journal-2581	212	55	out	out	ADV
american_scientific_journal-2581	212	56	-	-	PUNCT
american_scientific_journal-2581	212	57	of	of	ADP
american_scientific_journal-2581	212	58	-	-	PUNCT
american_scientific_journal-2581	212	59	sample	sample	NOUN
american_scientific_journal-2581	212	60	forecasts	forecast	NOUN
american_scientific_journal-2581	212	61	of	of	ADP
american_scientific_journal-2581	212	62	various	various	ADJ
american_scientific_journal-2581	212	63	volatility	volatility	NOUN
american_scientific_journal-2581	212	64	models	model	NOUN
american_scientific_journal-2581	212	65	on	on	ADP
american_scientific_journal-2581	212	66	dax	dax	PROPN
american_scientific_journal-2581	212	67	4.1	4.1	NUM
american_scientific_journal-2581	212	68	economic	economic	ADJ
american_scientific_journal-2581	212	69	evaluation	evaluation	NOUN
american_scientific_journal-2581	212	70	of	of	ADP
american_scientific_journal-2581	212	71	forecasts	forecast	NOUN
american_scientific_journal-2581	212	72	as	as	ADP
american_scientific_journal-2581	212	73	statistical	statistical	ADJ
american_scientific_journal-2581	212	74	superiority	superiority	NOUN
american_scientific_journal-2581	212	75	does	do	AUX
american_scientific_journal-2581	212	76	not	not	PART
american_scientific_journal-2581	212	77	necessarily	necessarily	ADV
american_scientific_journal-2581	212	78	translate	translate	VERB
american_scientific_journal-2581	212	79	to	to	ADP
american_scientific_journal-2581	212	80	economic	economic	ADJ
american_scientific_journal-2581	212	81	benefits	benefit	NOUN
american_scientific_journal-2581	212	82	,	,	PUNCT
american_scientific_journal-2581	212	83	we	we	PRON
american_scientific_journal-2581	212	84	include	include	VERB
american_scientific_journal-2581	212	85	the	the	DET
american_scientific_journal-2581	212	86	economic	economic	ADJ
american_scientific_journal-2581	212	87	evaluation	evaluation	NOUN
american_scientific_journal-2581	212	88	of	of	ADP
american_scientific_journal-2581	212	89	the	the	DET
american_scientific_journal-2581	212	90	forecasts	forecast	NOUN
american_scientific_journal-2581	212	91	in	in	ADP
american_scientific_journal-2581	212	92	this	this	DET
american_scientific_journal-2581	212	93	study	study	NOUN
american_scientific_journal-2581	212	94	.	.	PUNCT
american_scientific_journal-2581	213	1	value	value	NOUN
american_scientific_journal-2581	213	2	-	-	PUNCT
american_scientific_journal-2581	213	3	at	at	ADP
american_scientific_journal-2581	213	4	-	-	PUNCT
american_scientific_journal-2581	213	5	risk	risk	NOUN
american_scientific_journal-2581	213	6	(	(	PUNCT
american_scientific_journal-2581	213	7	var	var	NOUN
american_scientific_journal-2581	213	8	)	)	PUNCT
american_scientific_journal-2581	213	9	has	have	AUX
american_scientific_journal-2581	213	10	been	be	AUX
american_scientific_journal-2581	213	11	widely	widely	ADV
american_scientific_journal-2581	213	12	used	use	VERB
american_scientific_journal-2581	213	13	by	by	ADP
american_scientific_journal-2581	213	14	practitioners	practitioner	NOUN
american_scientific_journal-2581	213	15	and	and	CCONJ
american_scientific_journal-2581	213	16	regulators	regulator	NOUN
american_scientific_journal-2581	213	17	as	as	ADP
american_scientific_journal-2581	213	18	a	a	DET
american_scientific_journal-2581	213	19	measurement	measurement	NOUN
american_scientific_journal-2581	213	20	of	of	ADP
american_scientific_journal-2581	213	21	the	the	DET
american_scientific_journal-2581	213	22	market	market	NOUN
american_scientific_journal-2581	213	23	risk	risk	NOUN
american_scientific_journal-2581	213	24	of	of	ADP
american_scientific_journal-2581	213	25	financial	financial	ADJ
american_scientific_journal-2581	213	26	assets	asset	NOUN
american_scientific_journal-2581	213	27	.	.	PUNCT
american_scientific_journal-2581	214	1	it	it	PRON
american_scientific_journal-2581	214	2	is	be	AUX
american_scientific_journal-2581	214	3	a	a	DET
american_scientific_journal-2581	214	4	quantile	quantile	ADJ
american_scientific_journal-2581	214	5	forecast	forecast	NOUN
american_scientific_journal-2581	214	6	,	,	PUNCT
american_scientific_journal-2581	214	7	of	of	ADP
american_scientific_journal-2581	214	8	which	which	PRON
american_scientific_journal-2581	214	9	𝑅𝑅𝑎𝑎𝑅𝑅𝛼𝛼	𝑅𝑅𝑎𝑎𝑅𝑅𝛼𝛼	VERB
american_scientific_journal-2581	214	10	is	be	AUX
american_scientific_journal-2581	214	11	the	the	DET
american_scientific_journal-2581	214	12	𝛼𝛼𝑡𝑡ℎ	𝛼𝛼𝑡𝑡ℎ	PROPN
american_scientific_journal-2581	214	13	quantile	quantile	NOUN
american_scientific_journal-2581	214	14	of	of	ADP
american_scientific_journal-2581	214	15	the	the	DET
american_scientific_journal-2581	214	16	conditional	conditional	ADJ
american_scientific_journal-2581	214	17	returns	return	NOUN
american_scientific_journal-2581	214	18	.	.	PUNCT
american_scientific_journal-2581	215	1	as	as	SCONJ
american_scientific_journal-2581	215	2	volatility	volatility	NOUN
american_scientific_journal-2581	215	3	forecastability	forecastability	NOUN
american_scientific_journal-2581	215	4	is	be	AUX
american_scientific_journal-2581	215	5	relevant	relevant	ADJ
american_scientific_journal-2581	215	6	for	for	ADP
american_scientific_journal-2581	215	7	short	short	ADJ
american_scientific_journal-2581	215	8	time	time	NOUN
american_scientific_journal-2581	215	9	horizons	horizon	NOUN
american_scientific_journal-2581	215	10	(	(	PUNCT
american_scientific_journal-2581	215	11	such	such	ADJ
american_scientific_journal-2581	215	12	as	as	ADP
american_scientific_journal-2581	215	13	daily	daily	ADJ
american_scientific_journal-2581	215	14	trading	trading	NOUN
american_scientific_journal-2581	215	15	)	)	PUNCT
american_scientific_journal-2581	215	16	and	and	CCONJ
american_scientific_journal-2581	215	17	day	day	NOUN
american_scientific_journal-2581	215	18	ahead	ahead	ADV
american_scientific_journal-2581	215	19	forecast	forecast	PROPN
american_scientific_journal-2581	215	20	bears	bear	VERB
american_scientific_journal-2581	215	21	the	the	DET
american_scientific_journal-2581	215	22	greatest	great	ADJ
american_scientific_journal-2581	215	23	practical	practical	ADJ
american_scientific_journal-2581	215	24	interest	interest	NOUN
american_scientific_journal-2581	216	1	[	[	X
american_scientific_journal-2581	216	2	7	7	NUM
american_scientific_journal-2581	216	3	]	]	PUNCT
american_scientific_journal-2581	216	4	,	,	PUNCT
american_scientific_journal-2581	216	5	[	[	X
american_scientific_journal-2581	216	6	8	8	NUM
american_scientific_journal-2581	216	7	]	]	PUNCT
american_scientific_journal-2581	216	8	,	,	PUNCT
american_scientific_journal-2581	216	9	we	we	PRON
american_scientific_journal-2581	216	10	concentrate	concentrate	VERB
american_scientific_journal-2581	216	11	on	on	ADP
american_scientific_journal-2581	216	12	the	the	DET
american_scientific_journal-2581	216	13	daily	daily	ADJ
american_scientific_journal-2581	216	14	var	var	NOUN
american_scientific_journal-2581	216	15	forecast	forecast	NOUN
american_scientific_journal-2581	216	16	that	that	PRON
american_scientific_journal-2581	216	17	can	can	AUX
american_scientific_journal-2581	216	18	be	be	AUX
american_scientific_journal-2581	216	19	written	write	VERB
american_scientific_journal-2581	216	20	in	in	ADP
american_scientific_journal-2581	216	21	the	the	DET
american_scientific_journal-2581	216	22	equation	equation	NOUN
american_scientific_journal-2581	216	23	below	below	ADV
american_scientific_journal-2581	216	24	.	.	PUNCT
american_scientific_journal-2581	217	1	american	american	ADJ
american_scientific_journal-2581	217	2	scientific	scientific	ADJ
american_scientific_journal-2581	217	3	research	research	PROPN
american_scientific_journal-2581	217	4	journal	journal	NOUN
american_scientific_journal-2581	217	5	for	for	ADP
american_scientific_journal-2581	217	6	engineering	engineering	NOUN
american_scientific_journal-2581	217	7	,	,	PUNCT
american_scientific_journal-2581	217	8	technology	technology	NOUN
american_scientific_journal-2581	217	9	,	,	PUNCT
american_scientific_journal-2581	217	10	and	and	CCONJ
american_scientific_journal-2581	217	11	sciences	science	NOUN
american_scientific_journal-2581	217	12	(	(	PUNCT
american_scientific_journal-2581	217	13	asrjets	asrjet	NOUN
american_scientific_journal-2581	217	14	)	)	PUNCT
american_scientific_journal-2581	217	15	(	(	PUNCT
american_scientific_journal-2581	217	16	2017	2017	NUM
american_scientific_journal-2581	217	17	)	)	PUNCT
american_scientific_journal-2581	217	18	volume	volume	NOUN
american_scientific_journal-2581	217	19	27	27	NUM
american_scientific_journal-2581	217	20	,	,	PUNCT
american_scientific_journal-2581	217	21	no	no	DET
american_scientific_journal-2581	217	22	1	1	NUM
american_scientific_journal-2581	217	23	,	,	PUNCT
american_scientific_journal-2581	217	24	pp	pp	ADV
american_scientific_journal-2581	217	25	213	213	NUM
american_scientific_journal-2581	217	26	-	-	SYM
american_scientific_journal-2581	217	27	233	233	NUM
american_scientific_journal-2581	217	28	227	227	NUM
american_scientific_journal-2581	217	29	table	table	NOUN
american_scientific_journal-2581	217	30	3	3	NUM
american_scientific_journal-2581	217	31	:	:	PUNCT
american_scientific_journal-2581	217	32	spa	spa	NOUN
american_scientific_journal-2581	217	33	-	-	PUNCT
american_scientific_journal-2581	217	34	test	test	NOUN
american_scientific_journal-2581	217	35	results	result	NOUN
american_scientific_journal-2581	217	36	for	for	ADP
american_scientific_journal-2581	217	37	the	the	DET
american_scientific_journal-2581	217	38	competing	compete	VERB
american_scientific_journal-2581	217	39	models	model	NOUN
american_scientific_journal-2581	217	40	spa	spa	NOUN
american_scientific_journal-2581	217	41	-	-	PUNCT
american_scientific_journal-2581	217	42	test	test	NOUN
american_scientific_journal-2581	217	43	(	(	PUNCT
american_scientific_journal-2581	217	44	p	p	NOUN
american_scientific_journal-2581	217	45	-	-	PUNCT
american_scientific_journal-2581	217	46	value	value	NOUN
american_scientific_journal-2581	217	47	)	)	PUNCT
american_scientific_journal-2581	217	48	daily	daily	ADJ
american_scientific_journal-2581	217	49	weekly	weekly	ADJ
american_scientific_journal-2581	217	50	s&p	s&p	PROPN
american_scientific_journal-2581	217	51	500	500	NUM
american_scientific_journal-2581	217	52	dax	dax	PROPN
american_scientific_journal-2581	217	53	s&p	s&p	PROPN
american_scientific_journal-2581	217	54	500	500	NUM
american_scientific_journal-2581	217	55	dax	dax	NOUN
american_scientific_journal-2581	217	56	refined	refine	VERB
american_scientific_journal-2581	217	57	f	f	PROPN
american_scientific_journal-2581	217	58	-	-	PUNCT
american_scientific_journal-2581	217	59	l	l	NOUN
american_scientific_journal-2581	217	60	0	0	NUM
american_scientific_journal-2581	217	61	(	(	PUNCT
american_scientific_journal-2581	217	62	0.8685	0.8685	NUM
american_scientific_journal-2581	217	63	)	)	PUNCT
american_scientific_journal-2581	217	64	0	0	NUM
american_scientific_journal-2581	217	65	(	(	PUNCT
american_scientific_journal-2581	217	66	0.9390	0.9390	NUM
american_scientific_journal-2581	217	67	)	)	PUNCT
american_scientific_journal-2581	217	68	0	0	NUM
american_scientific_journal-2581	217	69	(	(	PUNCT
american_scientific_journal-2581	217	70	0.7985	0.7985	NUM
american_scientific_journal-2581	217	71	)	)	PUNCT
american_scientific_journal-2581	217	72	0	0	NUM
american_scientific_journal-2581	217	73	(	(	PUNCT
american_scientific_journal-2581	217	74	0.7640	0.7640	NUM
american_scientific_journal-2581	217	75	)	)	PUNCT
american_scientific_journal-2581	217	76	lmsv2	lmsv2	PROPN
american_scientific_journal-2581	217	77	1.0739	1.0739	NUM
american_scientific_journal-2581	217	78	(	(	PUNCT
american_scientific_journal-2581	217	79	0	0	NUM
american_scientific_journal-2581	217	80	)	)	PUNCT
american_scientific_journal-2581	217	81	4.1802	4.1802	NUM
american_scientific_journal-2581	217	82	(	(	PUNCT
american_scientific_journal-2581	217	83	0	0	NUM
american_scientific_journal-2581	217	84	)	)	PUNCT
american_scientific_journal-2581	217	85	3.8848	3.8848	NUM
american_scientific_journal-2581	217	86	(	(	PUNCT
american_scientific_journal-2581	217	87	0	0	NUM
american_scientific_journal-2581	217	88	)	)	PUNCT
american_scientific_journal-2581	217	89	6.4132	6.4132	NUM
american_scientific_journal-2581	217	90	(	(	PUNCT
american_scientific_journal-2581	217	91	0	0	NUM
american_scientific_journal-2581	217	92	)	)	PUNCT
american_scientific_journal-2581	217	93	lmsvc	lmsvc	NOUN
american_scientific_journal-2581	217	94	1.6144	1.6144	NUM
american_scientific_journal-2581	217	95	(	(	PUNCT
american_scientific_journal-2581	217	96	0	0	NUM
american_scientific_journal-2581	217	97	)	)	PUNCT
american_scientific_journal-2581	217	98	2.3150	2.3150	NUM
american_scientific_journal-2581	217	99	(	(	PUNCT
american_scientific_journal-2581	217	100	0	0	NUM
american_scientific_journal-2581	217	101	)	)	PUNCT
american_scientific_journal-2581	217	102	1.8094	1.8094	NUM
american_scientific_journal-2581	217	103	(	(	PUNCT
american_scientific_journal-2581	217	104	0	0	NUM
american_scientific_journal-2581	217	105	)	)	PUNCT
american_scientific_journal-2581	217	106	1.9612	1.9612	NUM
american_scientific_journal-2581	217	107	(	(	PUNCT
american_scientific_journal-2581	217	108	0	0	NUM
american_scientific_journal-2581	217	109	)	)	PUNCT
american_scientific_journal-2581	217	110	abdl	abdl	NOUN
american_scientific_journal-2581	217	111	0.2172	0.2172	NUM
american_scientific_journal-2581	217	112	(	(	PUNCT
american_scientific_journal-2581	217	113	0	0	NUM
american_scientific_journal-2581	217	114	)	)	PUNCT
american_scientific_journal-2581	217	115	1.2917	1.2917	NUM
american_scientific_journal-2581	217	116	(	(	PUNCT
american_scientific_journal-2581	217	117	0	0	NUM
american_scientific_journal-2581	217	118	)	)	PUNCT
american_scientific_journal-2581	217	119	0.5884	0.5884	NUM
american_scientific_journal-2581	217	120	(	(	PUNCT
american_scientific_journal-2581	217	121	0	0	NUM
american_scientific_journal-2581	217	122	)	)	PUNCT
american_scientific_journal-2581	217	123	0.7866	0.7866	NUM
american_scientific_journal-2581	217	124	(	(	PUNCT
american_scientific_journal-2581	217	125	0	0	NUM
american_scientific_journal-2581	217	126	)	)	PUNCT
american_scientific_journal-2581	217	127	abdln	abdln	NOUN
american_scientific_journal-2581	217	128	1.6994	1.6994	NUM
american_scientific_journal-2581	217	129	(	(	PUNCT
american_scientific_journal-2581	217	130	0	0	NUM
american_scientific_journal-2581	217	131	)	)	PUNCT
american_scientific_journal-2581	217	132	1.4366	1.4366	NUM
american_scientific_journal-2581	217	133	(	(	PUNCT
american_scientific_journal-2581	217	134	0	0	NUM
american_scientific_journal-2581	217	135	)	)	PUNCT
american_scientific_journal-2581	217	136	0.6825	0.6825	NUM
american_scientific_journal-2581	217	137	(	(	PUNCT
american_scientific_journal-2581	217	138	0	0	NUM
american_scientific_journal-2581	217	139	)	)	PUNCT
american_scientific_journal-2581	217	140	0.8682	0.8682	NUM
american_scientific_journal-2581	217	141	(	(	PUNCT
american_scientific_journal-2581	217	142	0	0	NUM
american_scientific_journal-2581	217	143	)	)	PUNCT
american_scientific_journal-2581	217	144	note	note	NOUN
american_scientific_journal-2581	217	145	:	:	PUNCT
american_scientific_journal-2581	217	146	the	the	DET
american_scientific_journal-2581	217	147	number	number	NOUN
american_scientific_journal-2581	217	148	in	in	ADP
american_scientific_journal-2581	217	149	the	the	DET
american_scientific_journal-2581	217	150	parenthesis	parenthesis	NOUN
american_scientific_journal-2581	217	151	is	be	AUX
american_scientific_journal-2581	217	152	the	the	DET
american_scientific_journal-2581	217	153	p	p	ADJ
american_scientific_journal-2581	217	154	-	-	PUNCT
american_scientific_journal-2581	217	155	value	value	NOUN
american_scientific_journal-2581	217	156	corresponding	corresponding	NOUN
american_scientific_journal-2581	217	157	to	to	ADP
american_scientific_journal-2581	217	158	the	the	DET
american_scientific_journal-2581	217	159	spa	spa	NOUN
american_scientific_journal-2581	217	160	test	test	NOUN
american_scientific_journal-2581	217	161	statistic	statistic	NOUN
american_scientific_journal-2581	217	162	.	.	PUNCT
american_scientific_journal-2581	218	1	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	ADP
american_scientific_journal-2581	218	2	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	218	3	=	=	SYM
american_scientific_journal-2581	218	4	�	�	PROPN
american_scientific_journal-2581	218	5	̂	̂	NOUN
american_scientific_journal-2581	218	6	�	�	NOUN
american_scientific_journal-2581	218	7	𝜇𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝜇𝑡𝑡𝑑𝑑+1,𝑗𝑗	NOUN
american_scientific_journal-2581	218	8	+	+	CCONJ
american_scientific_journal-2581	218	9	𝜎𝜎	𝜎𝜎	PROPN
american_scientific_journal-2581	218	10	�	�	NOUN
american_scientific_journal-2581	218	11	𝑡𝑡𝑑𝑑+1,𝑗𝑗𝐹𝐹𝜚𝜚−1(𝛼𝛼	𝑡𝑡𝑑𝑑+1,𝑗𝑗𝐹𝐹𝜚𝜚−1(𝛼𝛼	NOUN
american_scientific_journal-2581	218	12	)	)	PUNCT
american_scientific_journal-2581	218	13	,	,	PUNCT
american_scientific_journal-2581	218	14	𝑡𝑡𝑑𝑑	𝑡𝑡𝑑𝑑	NOUN
american_scientific_journal-2581	218	15	=	=	SYM
american_scientific_journal-2581	218	16	�	�	PROPN
american_scientific_journal-2581	218	17	𝑛𝑛	𝑛𝑛	NOUN
american_scientific_journal-2581	218	18	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	218	19	�	�	PROPN
american_scientific_journal-2581	218	20	,	,	PUNCT
american_scientific_journal-2581	218	21	⋯	⋯	PROPN
american_scientific_journal-2581	218	22	,	,	PUNCT
american_scientific_journal-2581	218	23	𝑛𝑛𝑓𝑓	𝑛𝑛𝑓𝑓	NOUN
american_scientific_journal-2581	218	24	−	−	NOUN
american_scientific_journal-2581	218	25	1	1	NUM
american_scientific_journal-2581	218	26	(	(	PUNCT
american_scientific_journal-2581	218	27	18	18	NUM
american_scientific_journal-2581	218	28	)	)	PUNCT
american_scientific_journal-2581	218	29	where	where	SCONJ
american_scientific_journal-2581	218	30	�	�	PROPN
american_scientific_journal-2581	218	31	̂	̂	NOUN
american_scientific_journal-2581	218	32	�	�	NOUN
american_scientific_journal-2581	218	33	𝜇𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝜇𝑡𝑡𝑑𝑑+1,𝑗𝑗	NOUN
american_scientific_journal-2581	218	34	and	and	CCONJ
american_scientific_journal-2581	218	35	𝜎𝜎	𝜎𝜎	PROPN
american_scientific_journal-2581	218	36	�	�	PROPN
american_scientific_journal-2581	218	37	𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝑡𝑡𝑑𝑑+1,𝑗𝑗	NOUN
american_scientific_journal-2581	218	38	are	be	AUX
american_scientific_journal-2581	218	39	the	the	DET
american_scientific_journal-2581	218	40	𝑗𝑗𝑡𝑡ℎ	𝑗𝑗𝑡𝑡ℎ	PROPN
american_scientific_journal-2581	218	41	model	model	NOUN
american_scientific_journal-2581	218	42	’s	’s	PART
american_scientific_journal-2581	218	43	day	day	NOUN
american_scientific_journal-2581	218	44	ahead	ahead	ADV
american_scientific_journal-2581	218	45	conditional	conditional	ADJ
american_scientific_journal-2581	218	46	mean	mean	NOUN
american_scientific_journal-2581	218	47	and	and	CCONJ
american_scientific_journal-2581	218	48	conditional	conditional	ADJ
american_scientific_journal-2581	218	49	volatility	volatility	NOUN
american_scientific_journal-2581	218	50	forecasts	forecast	NOUN
american_scientific_journal-2581	218	51	respectively	respectively	ADV
american_scientific_journal-2581	218	52	,	,	PUNCT
american_scientific_journal-2581	218	53	and	and	CCONJ
american_scientific_journal-2581	218	54	𝐹𝐹𝜚𝜚−1	𝐹𝐹𝜚𝜚−1	X
american_scientific_journal-2581	218	55	is	be	AUX
american_scientific_journal-2581	218	56	the	the	DET
american_scientific_journal-2581	218	57	inverse	inverse	ADJ
american_scientific_journal-2581	218	58	cumulative	cumulative	ADJ
american_scientific_journal-2581	218	59	distribution	distribution	NOUN
american_scientific_journal-2581	218	60	function	function	NOUN
american_scientific_journal-2581	218	61	of	of	ADP
american_scientific_journal-2581	218	62	the	the	DET
american_scientific_journal-2581	218	63	innovations	innovation	NOUN
american_scientific_journal-2581	218	64	,	,	PUNCT
american_scientific_journal-2581	218	65	𝜚𝜚𝑡𝑡𝑑𝑑	𝜚𝜚𝑡𝑡𝑑𝑑	NOUN
american_scientific_journal-2581	218	66	=	=	SYM
american_scientific_journal-2581	218	67	𝑟𝑟𝑡𝑡𝑑𝑑−𝜇𝜇𝑡𝑡𝑑𝑑	𝑟𝑟𝑡𝑡𝑑𝑑−𝜇𝜇𝑡𝑡𝑑𝑑	NUM
american_scientific_journal-2581	218	68	𝜎𝜎𝑡𝑡𝑑𝑑	𝜎𝜎𝑡𝑡𝑑𝑑	NOUN
american_scientific_journal-2581	218	69	.	.	PUNCT
american_scientific_journal-2581	219	1	from	from	ADP
american_scientific_journal-2581	219	2	table	table	NOUN
american_scientific_journal-2581	219	3	1	1	NUM
american_scientific_journal-2581	219	4	,	,	PUNCT
american_scientific_journal-2581	219	5	we	we	PRON
american_scientific_journal-2581	219	6	note	note	VERB
american_scientific_journal-2581	219	7	that	that	SCONJ
american_scientific_journal-2581	219	8	both	both	DET
american_scientific_journal-2581	219	9	returns	return	NOUN
american_scientific_journal-2581	219	10	series	series	NOUN
american_scientific_journal-2581	219	11	display	display	VERB
american_scientific_journal-2581	219	12	similar	similar	ADJ
american_scientific_journal-2581	219	13	statistical	statistical	ADJ
american_scientific_journal-2581	219	14	properties	property	NOUN
american_scientific_journal-2581	219	15	;	;	PUNCT
american_scientific_journal-2581	219	16	they	they	PRON
american_scientific_journal-2581	219	17	are	be	AUX
american_scientific_journal-2581	219	18	skewed	skewed	ADJ
american_scientific_journal-2581	219	19	and	and	CCONJ
american_scientific_journal-2581	219	20	exhibit	exhibit	VERB
american_scientific_journal-2581	219	21	fat	fat	ADJ
american_scientific_journal-2581	219	22	tails	tail	NOUN
american_scientific_journal-2581	219	23	.	.	PUNCT
american_scientific_journal-2581	220	1	here	here	ADV
american_scientific_journal-2581	220	2	,	,	PUNCT
american_scientific_journal-2581	220	3	we	we	PRON
american_scientific_journal-2581	220	4	estimate	estimate	VERB
american_scientific_journal-2581	220	5	the	the	DET
american_scientific_journal-2581	220	6	𝛼𝛼𝑡𝑡ℎ	𝛼𝛼𝑡𝑡ℎ	PROPN
american_scientific_journal-2581	220	7	quantile	quantile	NOUN
american_scientific_journal-2581	220	8	of	of	ADP
american_scientific_journal-2581	220	9	the	the	DET
american_scientific_journal-2581	220	10	𝜚𝜚𝑡𝑡𝑑𝑑	𝜚𝜚𝑡𝑡𝑑𝑑	ADJ
american_scientific_journal-2581	220	11	process	process	NOUN
american_scientific_journal-2581	220	12	using	use	VERB
american_scientific_journal-2581	220	13	the	the	DET
american_scientific_journal-2581	220	14	parametric	parametric	ADJ
american_scientific_journal-2581	220	15	method	method	NOUN
american_scientific_journal-2581	220	16	based	base	VERB
american_scientific_journal-2581	220	17	on	on	ADP
american_scientific_journal-2581	220	18	skewed	skewed	ADJ
american_scientific_journal-2581	220	19	student	student	NOUN
american_scientific_journal-2581	220	20	distribution	distribution	NOUN
american_scientific_journal-2581	220	21	,	,	PUNCT
american_scientific_journal-2581	220	22	that	that	ADV
american_scientific_journal-2581	220	23	is	is	ADV
american_scientific_journal-2581	220	24	,	,	PUNCT
american_scientific_journal-2581	220	25	𝜚𝜚𝑡𝑡𝑑𝑑~𝑖𝑖𝑖𝑖𝑖𝑖	𝜚𝜚𝑡𝑡𝑑𝑑~𝑖𝑖𝑖𝑖𝑖𝑖	PROPN
american_scientific_journal-2581	220	26	𝑐𝑐𝑘𝑘𝑐𝑐𝑡𝑡(0,1	𝑐𝑐𝑘𝑘𝑐𝑐𝑡𝑡(0,1	NOUN
american_scientific_journal-2581	220	27	,	,	PUNCT
american_scientific_journal-2581	220	28	𝜉𝜉	𝜉𝜉	PROPN
american_scientific_journal-2581	220	29	,	,	PUNCT
american_scientific_journal-2581	220	30	𝜈𝜈	𝜈𝜈	NOUN
american_scientific_journal-2581	220	31	)	)	PUNCT
american_scientific_journal-2581	220	32	,	,	PUNCT
american_scientific_journal-2581	220	33	where	where	SCONJ
american_scientific_journal-2581	220	34	𝜉𝜉	𝜉𝜉	PROPN
american_scientific_journal-2581	220	35	>	>	X
american_scientific_journal-2581	220	36	0	0	NUM
american_scientific_journal-2581	220	37	is	be	AUX
american_scientific_journal-2581	220	38	the	the	DET
american_scientific_journal-2581	220	39	asymmetry	asymmetry	NOUN
american_scientific_journal-2581	220	40	parameter	parameter	NOUN
american_scientific_journal-2581	220	41	and	and	CCONJ
american_scientific_journal-2581	220	42	𝜈𝜈	𝜈𝜈	NOUN
american_scientific_journal-2581	220	43	>	>	X
american_scientific_journal-2581	220	44	2	2	NUM
american_scientific_journal-2581	220	45	is	be	AUX
american_scientific_journal-2581	220	46	the	the	DET
american_scientific_journal-2581	220	47	degree	degree	NOUN
american_scientific_journal-2581	220	48	of	of	ADP
american_scientific_journal-2581	220	49	freedom	freedom	NOUN
american_scientific_journal-2581	220	50	.	.	PUNCT
american_scientific_journal-2581	221	1	the	the	DET
american_scientific_journal-2581	221	2	quantity	quantity	NOUN
american_scientific_journal-2581	221	3	𝐹𝐹𝜚𝜚−1(𝛼𝛼	𝐹𝐹𝜚𝜚−1(𝛼𝛼	NOUN
american_scientific_journal-2581	221	4	)	)	PUNCT
american_scientific_journal-2581	221	5	is	be	AUX
american_scientific_journal-2581	221	6	replaced	replace	VERB
american_scientific_journal-2581	221	7	with	with	ADP
american_scientific_journal-2581	221	8	𝑐𝑐𝛼𝛼,𝜈𝜈,𝜉𝜉	𝑐𝑐𝛼𝛼,𝜈𝜈,𝜉𝜉	NUM
american_scientific_journal-2581	221	9	𝑠𝑠𝑘𝑘𝑠𝑠𝑡𝑡	𝑠𝑠𝑘𝑘𝑠𝑠𝑡𝑡	NOUN
american_scientific_journal-2581	221	10	defined	define	VERB
american_scientific_journal-2581	221	11	in	in	ADP
american_scientific_journal-2581	221	12	eq.(19	eq.(19	NOUN
american_scientific_journal-2581	221	13	)	)	PUNCT
american_scientific_journal-2581	221	14	.	.	PUNCT
american_scientific_journal-2581	222	1	american	american	PROPN
american_scientific_journal-2581	222	2	scientific	scientific	ADJ
american_scientific_journal-2581	222	3	research	research	PROPN
american_scientific_journal-2581	222	4	journal	journal	NOUN
american_scientific_journal-2581	222	5	for	for	ADP
american_scientific_journal-2581	222	6	engineering	engineering	NOUN
american_scientific_journal-2581	222	7	,	,	PUNCT
american_scientific_journal-2581	222	8	technology	technology	NOUN
american_scientific_journal-2581	222	9	,	,	PUNCT
american_scientific_journal-2581	222	10	and	and	CCONJ
american_scientific_journal-2581	222	11	sciences	science	NOUN
american_scientific_journal-2581	222	12	(	(	PUNCT
american_scientific_journal-2581	222	13	asrjets	asrjet	NOUN
american_scientific_journal-2581	222	14	)	)	PUNCT
american_scientific_journal-2581	222	15	(	(	PUNCT
american_scientific_journal-2581	222	16	2017	2017	NUM
american_scientific_journal-2581	222	17	)	)	PUNCT
american_scientific_journal-2581	222	18	volume	volume	NOUN
american_scientific_journal-2581	222	19	27	27	NUM
american_scientific_journal-2581	222	20	,	,	PUNCT
american_scientific_journal-2581	222	21	no	no	DET
american_scientific_journal-2581	222	22	1	1	NUM
american_scientific_journal-2581	222	23	,	,	PUNCT
american_scientific_journal-2581	222	24	pp	pp	ADV
american_scientific_journal-2581	222	25	213	213	NUM
american_scientific_journal-2581	222	26	-	-	SYM
american_scientific_journal-2581	222	27	233	233	NUM
american_scientific_journal-2581	222	28	228	228	NUM
american_scientific_journal-2581	222	29	𝑐𝑐𝛼𝛼,𝜈𝜈,𝜉𝜉	𝑐𝑐𝛼𝛼,𝜈𝜈,𝜉𝜉	NUM
american_scientific_journal-2581	222	30	𝑠𝑠𝑘𝑘𝑠𝑠𝑡𝑡	𝑠𝑠𝑘𝑘𝑠𝑠𝑡𝑡	NOUN
american_scientific_journal-2581	222	31	=	=	PUNCT
american_scientific_journal-2581	223	1	⎩	⎩	PROPN
american_scientific_journal-2581	224	1	⎨	⎨	ADJ
american_scientific_journal-2581	224	2	⎧	⎧	PROPN
american_scientific_journal-2581	224	3	(	(	PUNCT
american_scientific_journal-2581	224	4	𝜉𝜉−1𝑐𝑐𝜏𝜏,𝜈𝜈	𝜉𝜉−1𝑐𝑐𝜏𝜏,𝜈𝜈	NOUN
american_scientific_journal-2581	224	5	𝑠𝑠𝑡𝑡	𝑠𝑠𝑡𝑡	NOUN
american_scientific_journal-2581	224	6	−	−	PROPN
american_scientific_journal-2581	224	7	𝑚𝑚)/𝑐𝑐	𝑚𝑚)/𝑐𝑐	NOUN
american_scientific_journal-2581	224	8	,	,	PUNCT
american_scientific_journal-2581	224	9	𝑤𝑤ℎ𝑒𝑒𝑟𝑟𝑒𝑒	𝑤𝑤ℎ𝑒𝑒𝑟𝑟𝑒𝑒	NOUN
american_scientific_journal-2581	224	10	𝜏𝜏	𝜏𝜏	NOUN
american_scientific_journal-2581	225	1	=	=	PUNCT
american_scientific_journal-2581	225	2	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	225	3	2	2	NUM
american_scientific_journal-2581	225	4	(	(	PUNCT
american_scientific_journal-2581	225	5	1	1	NUM
american_scientific_journal-2581	225	6	+	+	CCONJ
american_scientific_journal-2581	225	7	𝜉𝜉2	𝜉𝜉2	NUM
american_scientific_journal-2581	225	8	)	)	PUNCT
american_scientific_journal-2581	225	9	,	,	PUNCT
american_scientific_journal-2581	225	10	𝑖𝑖𝑓𝑓	𝑖𝑖𝑓𝑓	VERB
american_scientific_journal-2581	225	11	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	225	12	<	<	X
american_scientific_journal-2581	225	13	1	1	NUM
american_scientific_journal-2581	225	14	1	1	NUM
american_scientific_journal-2581	225	15	+	+	CCONJ
american_scientific_journal-2581	225	16	𝜉𝜉2	𝜉𝜉2	ADJ
american_scientific_journal-2581	225	17	(	(	PUNCT
american_scientific_journal-2581	225	18	−𝜉𝜉𝑐𝑐𝜏𝜏,𝜈𝜈	−𝜉𝜉𝑐𝑐𝜏𝜏,𝜈𝜈	X
american_scientific_journal-2581	225	19	𝑠𝑠𝑡𝑡	𝑠𝑠𝑡𝑡	PROPN
american_scientific_journal-2581	225	20	−	−	PROPN
american_scientific_journal-2581	225	21	𝑚𝑚)/𝑐𝑐	𝑚𝑚)/𝑐𝑐	NOUN
american_scientific_journal-2581	225	22	,	,	PUNCT
american_scientific_journal-2581	225	23	𝑤𝑤ℎ𝑒𝑒𝑟𝑟𝑒𝑒	𝑤𝑤ℎ𝑒𝑒𝑟𝑟𝑒𝑒	NOUN
american_scientific_journal-2581	225	24	𝜏𝜏	𝜏𝜏	NOUN
american_scientific_journal-2581	226	1	=	=	SYM
american_scientific_journal-2581	226	2	1	1	NUM
american_scientific_journal-2581	226	3	−	−	NOUN
american_scientific_journal-2581	226	4	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	226	5	2	2	NUM
american_scientific_journal-2581	226	6	(	(	PUNCT
american_scientific_journal-2581	226	7	1	1	NUM
american_scientific_journal-2581	226	8	+	+	CCONJ
american_scientific_journal-2581	226	9	𝜉𝜉−2	𝜉𝜉−2	NOUN
american_scientific_journal-2581	226	10	)	)	PUNCT
american_scientific_journal-2581	226	11	,	,	PUNCT
american_scientific_journal-2581	226	12	𝑖𝑖𝑓𝑓	𝑖𝑖𝑓𝑓	PROPN
american_scientific_journal-2581	226	13	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	226	14	≥	≥	NOUN
american_scientific_journal-2581	226	15	1	1	NUM
american_scientific_journal-2581	226	16	1	1	NUM
american_scientific_journal-2581	226	17	+	+	CCONJ
american_scientific_journal-2581	226	18	𝜉𝜉2	𝜉𝜉2	ADJ
american_scientific_journal-2581	226	19	(	(	PUNCT
american_scientific_journal-2581	226	20	19	19	NUM
american_scientific_journal-2581	226	21	)	)	PUNCT
american_scientific_journal-2581	226	22	where	where	SCONJ
american_scientific_journal-2581	226	23	𝑐𝑐𝜏𝜏,𝜈𝜈	𝑐𝑐𝜏𝜏,𝜈𝜈	NOUN
american_scientific_journal-2581	227	1	𝑠𝑠𝑡𝑡	𝑠𝑠𝑡𝑡	NOUN
american_scientific_journal-2581	227	2	=	=	PUNCT
american_scientific_journal-2581	228	1	the	the	DET
american_scientific_journal-2581	228	2	quantile	quantile	ADJ
american_scientific_journal-2581	228	3	function	function	NOUN
american_scientific_journal-2581	228	4	of	of	ADP
american_scientific_journal-2581	228	5	the	the	DET
american_scientific_journal-2581	228	6	standardized	standardized	ADJ
american_scientific_journal-2581	228	7	student	student	NOUN
american_scientific_journal-2581	228	8	-	-	PUNCT
american_scientific_journal-2581	228	9	t	t	NOUN
american_scientific_journal-2581	228	10	density	density	NOUN
american_scientific_journal-2581	228	11	function	function	NOUN
american_scientific_journal-2581	228	12	𝑚𝑚	𝑚𝑚	ADP
american_scientific_journal-2581	228	13	=	=	PUNCT
american_scientific_journal-2581	228	14	γ	γ	X
american_scientific_journal-2581	228	15	�	�	PROPN
american_scientific_journal-2581	228	16	𝜐𝜐−12	𝜐𝜐−12	PROPN
american_scientific_journal-2581	228	17	�	�	PROPN
american_scientific_journal-2581	228	18	√𝜐𝜐−2	√𝜐𝜐−2	X
american_scientific_journal-2581	228	19	√𝜋𝜋γ	√𝜋𝜋γ	PROPN
american_scientific_journal-2581	228	20	�	�	PROPN
american_scientific_journal-2581	228	21	𝜐𝜐2	𝜐𝜐2	PROPN
american_scientific_journal-2581	228	22	�	�	PROPN
american_scientific_journal-2581	228	23	�	�	PROPN
american_scientific_journal-2581	228	24	𝜉𝜉	𝜉𝜉	PROPN
american_scientific_journal-2581	228	25	−	−	PROPN
american_scientific_journal-2581	228	26	1	1	NUM
american_scientific_journal-2581	228	27	𝜉𝜉	𝜉𝜉	PROPN
american_scientific_journal-2581	228	28	�	�	PROPN
american_scientific_journal-2581	228	29	𝑐𝑐	𝑐𝑐	PROPN
american_scientific_journal-2581	228	30	=	=	SYM
american_scientific_journal-2581	228	31	�	�	PROPN
american_scientific_journal-2581	228	32	�	�	PROPN
american_scientific_journal-2581	228	33	𝜉𝜉2	𝜉𝜉2	ADJ
american_scientific_journal-2581	228	34	+	+	CCONJ
american_scientific_journal-2581	228	35	1	1	NUM
american_scientific_journal-2581	228	36	𝜉𝜉2	𝜉𝜉2	ADJ
american_scientific_journal-2581	228	37	−	−	PROPN
american_scientific_journal-2581	228	38	1	1	NUM
american_scientific_journal-2581	228	39	�	�	NOUN
american_scientific_journal-2581	228	40	−	−	NOUN
american_scientific_journal-2581	228	41	𝑚𝑚2	𝑚𝑚2	NOUN
american_scientific_journal-2581	228	42	for	for	ADP
american_scientific_journal-2581	228	43	detailed	detailed	ADJ
american_scientific_journal-2581	228	44	explanation	explanation	NOUN
american_scientific_journal-2581	228	45	on	on	ADP
american_scientific_journal-2581	228	46	the	the	DET
american_scientific_journal-2581	228	47	skewed	skewed	ADJ
american_scientific_journal-2581	228	48	student	student	NOUN
american_scientific_journal-2581	228	49	density	density	NOUN
american_scientific_journal-2581	228	50	function	function	NOUN
american_scientific_journal-2581	228	51	,	,	PUNCT
american_scientific_journal-2581	228	52	readers	reader	NOUN
american_scientific_journal-2581	228	53	may	may	AUX
american_scientific_journal-2581	228	54	refer	refer	VERB
american_scientific_journal-2581	228	55	to	to	ADP
american_scientific_journal-2581	228	56	[	[	X
american_scientific_journal-2581	228	57	7	7	NUM
american_scientific_journal-2581	228	58	]	]	PUNCT
american_scientific_journal-2581	228	59	,	,	PUNCT
american_scientific_journal-2581	228	60	[	[	X
american_scientific_journal-2581	228	61	24	24	NUM
american_scientific_journal-2581	228	62	]	]	PUNCT
american_scientific_journal-2581	228	63	.	.	PUNCT
american_scientific_journal-2581	229	1	to	to	PART
american_scientific_journal-2581	229	2	compare	compare	VERB
american_scientific_journal-2581	229	3	the	the	DET
american_scientific_journal-2581	229	4	realized	realize	VERB
american_scientific_journal-2581	229	5	volatility	volatility	NOUN
american_scientific_journal-2581	229	6	models	model	NOUN
american_scientific_journal-2581	229	7	with	with	ADP
american_scientific_journal-2581	229	8	the	the	DET
american_scientific_journal-2581	229	9	economic	economic	ADJ
american_scientific_journal-2581	229	10	evaluation	evaluation	NOUN
american_scientific_journal-2581	229	11	,	,	PUNCT
american_scientific_journal-2581	229	12	we	we	PRON
american_scientific_journal-2581	229	13	plug	plug	VERB
american_scientific_journal-2581	229	14	the	the	DET
american_scientific_journal-2581	229	15	volatility	volatility	NOUN
american_scientific_journal-2581	229	16	forecasts	forecast	NOUN
american_scientific_journal-2581	229	17	into	into	ADP
american_scientific_journal-2581	229	18	eq.(18	eq.(18	NOUN
american_scientific_journal-2581	229	19	)	)	PUNCT
american_scientific_journal-2581	229	20	and	and	CCONJ
american_scientific_journal-2581	229	21	compute	compute	VERB
american_scientific_journal-2581	229	22	5	5	NUM
american_scientific_journal-2581	229	23	%	%	NOUN
american_scientific_journal-2581	229	24	var	var	NOUN
american_scientific_journal-2581	229	25	for	for	ADP
american_scientific_journal-2581	229	26	both	both	CCONJ
american_scientific_journal-2581	229	27	long	long	ADJ
american_scientific_journal-2581	229	28	and	and	CCONJ
american_scientific_journal-2581	229	29	short	short	ADJ
american_scientific_journal-2581	229	30	positions	position	NOUN
american_scientific_journal-2581	229	31	.	.	PUNCT
american_scientific_journal-2581	230	1	the	the	DET
american_scientific_journal-2581	230	2	var	var	NOUN
american_scientific_journal-2581	230	3	forecasts	forecast	NOUN
american_scientific_journal-2581	230	4	compared	compare	VERB
american_scientific_journal-2581	230	5	to	to	ADP
american_scientific_journal-2581	230	6	the	the	DET
american_scientific_journal-2581	230	7	returns	return	NOUN
american_scientific_journal-2581	230	8	series	series	NOUN
american_scientific_journal-2581	230	9	for	for	ADP
american_scientific_journal-2581	230	10	s&p500	s&p500	NOUN
american_scientific_journal-2581	230	11	are	be	AUX
american_scientific_journal-2581	230	12	illustrated	illustrate	VERB
american_scientific_journal-2581	230	13	in	in	ADP
american_scientific_journal-2581	230	14	figure	figure	NOUN
american_scientific_journal-2581	230	15	7	7	NUM
american_scientific_journal-2581	230	16	.	.	PUNCT
american_scientific_journal-2581	231	1	the	the	DET
american_scientific_journal-2581	231	2	estimated	estimate	VERB
american_scientific_journal-2581	231	3	ex	ex	PRON
american_scientific_journal-2581	231	4	ante	ante	NOUN
american_scientific_journal-2581	231	5	vars	var	NOUN
american_scientific_journal-2581	231	6	are	be	AUX
american_scientific_journal-2581	231	7	rather	rather	ADV
american_scientific_journal-2581	231	8	close	close	ADJ
american_scientific_journal-2581	231	9	to	to	ADP
american_scientific_journal-2581	231	10	each	each	DET
american_scientific_journal-2581	231	11	other	other	ADJ
american_scientific_journal-2581	231	12	,	,	PUNCT
american_scientific_journal-2581	231	13	and	and	CCONJ
american_scientific_journal-2581	231	14	the	the	DET
american_scientific_journal-2581	231	15	adequacy	adequacy	NOUN
american_scientific_journal-2581	231	16	of	of	ADP
american_scientific_journal-2581	231	17	each	each	DET
american_scientific_journal-2581	231	18	model	model	NOUN
american_scientific_journal-2581	231	19	needs	need	VERB
american_scientific_journal-2581	231	20	to	to	PART
american_scientific_journal-2581	231	21	be	be	AUX
american_scientific_journal-2581	231	22	validated	validate	VERB
american_scientific_journal-2581	231	23	.	.	PUNCT
american_scientific_journal-2581	232	1	this	this	PRON
american_scientific_journal-2581	232	2	is	be	AUX
american_scientific_journal-2581	232	3	done	do	VERB
american_scientific_journal-2581	232	4	with	with	ADP
american_scientific_journal-2581	232	5	an	an	DET
american_scientific_journal-2581	232	6	evaluation	evaluation	NOUN
american_scientific_journal-2581	232	7	strategy	strategy	NOUN
american_scientific_journal-2581	232	8	that	that	PRON
american_scientific_journal-2581	232	9	consists	consist	VERB
american_scientific_journal-2581	232	10	of	of	ADP
american_scientific_journal-2581	232	11	two	two	NUM
american_scientific_journal-2581	232	12	steps	step	NOUN
american_scientific_journal-2581	232	13	.	.	PUNCT
american_scientific_journal-2581	233	1	first	first	ADV
american_scientific_journal-2581	233	2	,	,	PUNCT
american_scientific_journal-2581	233	3	we	we	PRON
american_scientific_journal-2581	233	4	examine	examine	VERB
american_scientific_journal-2581	233	5	the	the	DET
american_scientific_journal-2581	233	6	statistical	statistical	ADJ
american_scientific_journal-2581	233	7	accuracy	accuracy	NOUN
american_scientific_journal-2581	233	8	.	.	PUNCT
american_scientific_journal-2581	234	1	to	to	PART
american_scientific_journal-2581	234	2	verify	verify	VERB
american_scientific_journal-2581	234	3	the	the	DET
american_scientific_journal-2581	234	4	null	null	ADJ
american_scientific_journal-2581	234	5	hypothesis	hypothesis	NOUN
american_scientific_journal-2581	234	6	that	that	PRON
american_scientific_journal-2581	234	7	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	234	8	�	�	PROPN
american_scientific_journal-2581	234	9	=	=	SYM
american_scientific_journal-2581	234	10	𝛼𝛼	𝛼𝛼	PROPN
american_scientific_journal-2581	234	11	,	,	PUNCT
american_scientific_journal-2581	234	12	we	we	PRON
american_scientific_journal-2581	234	13	apply	apply	VERB
american_scientific_journal-2581	234	14	the	the	DET
american_scientific_journal-2581	234	15	conditional	conditional	ADJ
american_scientific_journal-2581	234	16	coverage	coverage	NOUN
american_scientific_journal-2581	234	17	test	test	NOUN
american_scientific_journal-2581	235	1	[	[	X
american_scientific_journal-2581	235	2	25	25	NUM
american_scientific_journal-2581	235	3	]	]	PUNCT
american_scientific_journal-2581	235	4	with	with	ADP
american_scientific_journal-2581	235	5	the	the	DET
american_scientific_journal-2581	235	6	likelihood	likelihood	NOUN
american_scientific_journal-2581	235	7	ratio	ratio	NOUN
american_scientific_journal-2581	235	8	(	(	PUNCT
american_scientific_journal-2581	235	9	lr	lr	NOUN
american_scientific_journal-2581	235	10	)	)	PUNCT
american_scientific_journal-2581	235	11	given	give	VERB
american_scientific_journal-2581	235	12	below	below	ADV
american_scientific_journal-2581	235	13	,	,	PUNCT
american_scientific_journal-2581	235	14	of	of	ADP
american_scientific_journal-2581	235	15	which	which	PRON
american_scientific_journal-2581	235	16	lr	lr	PROPN
american_scientific_journal-2581	235	17	follows	follow	VERB
american_scientific_journal-2581	235	18	an	an	DET
american_scientific_journal-2581	235	19	asymptotic	asymptotic	ADJ
american_scientific_journal-2581	235	20	𝜒𝜒2(1	𝜒𝜒2(1	NOUN
american_scientific_journal-2581	235	21	)	)	PUNCT
american_scientific_journal-2581	235	22	distribution	distribution	NOUN
american_scientific_journal-2581	235	23	.	.	PUNCT
american_scientific_journal-2581	236	1	𝐿𝐿𝑅𝑅	𝐿𝐿𝑅𝑅	PROPN
american_scientific_journal-2581	236	2	=	=	PUNCT
american_scientific_journal-2581	237	1	2[log(1	2[log(1	NUM
american_scientific_journal-2581	237	2	−	−	NOUN
american_scientific_journal-2581	237	3	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	237	4	�	�	NOUN
american_scientific_journal-2581	237	5	)𝑛𝑛0𝛼𝛼	)𝑛𝑛0𝛼𝛼	NOUN
american_scientific_journal-2581	237	6	�	�	PROPN
american_scientific_journal-2581	237	7	𝑛𝑛1	𝑛𝑛1	NOUN
american_scientific_journal-2581	237	8	−	−	NOUN
american_scientific_journal-2581	237	9	log(1	log(1	NOUN
american_scientific_journal-2581	237	10	−	−	PROPN
american_scientific_journal-2581	238	1	𝛼𝛼)𝑛𝑛0𝛼𝛼𝑛𝑛1	𝛼𝛼)𝑛𝑛0𝛼𝛼𝑛𝑛1	NOUN
american_scientific_journal-2581	238	2	]	]	X
american_scientific_journal-2581	238	3	(	(	PUNCT
american_scientific_journal-2581	238	4	20	20	NUM
american_scientific_journal-2581	238	5	)	)	PUNCT
american_scientific_journal-2581	238	6	where	where	SCONJ
american_scientific_journal-2581	238	7	𝑛𝑛0	𝑛𝑛0	X
american_scientific_journal-2581	238	8	is	be	AUX
american_scientific_journal-2581	238	9	the	the	DET
american_scientific_journal-2581	238	10	proportion	proportion	NOUN
american_scientific_journal-2581	238	11	of	of	ADP
american_scientific_journal-2581	238	12	failures	failure	NOUN
american_scientific_journal-2581	238	13	,	,	PUNCT
american_scientific_journal-2581	238	14	1	1	NUM
american_scientific_journal-2581	238	15	−	−	NOUN
american_scientific_journal-2581	238	16	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	238	17	�	�	X
american_scientific_journal-2581	238	18	=	=	SYM
american_scientific_journal-2581	238	19	𝑛𝑛0	𝑛𝑛0	X
american_scientific_journal-2581	238	20	𝑛𝑛𝑓𝑓	𝑛𝑛𝑓𝑓	NOUN
american_scientific_journal-2581	238	21	,	,	PUNCT
american_scientific_journal-2581	238	22	and	and	CCONJ
american_scientific_journal-2581	238	23	𝑛𝑛1	𝑛𝑛1	NOUN
american_scientific_journal-2581	238	24	=	=	SYM
american_scientific_journal-2581	238	25	𝑛𝑛𝑓𝑓	𝑛𝑛𝑓𝑓	NOUN
american_scientific_journal-2581	238	26	−	−	NOUN
american_scientific_journal-2581	238	27	𝑛𝑛0	𝑛𝑛0	NOUN
american_scientific_journal-2581	238	28	.	.	PUNCT
american_scientific_journal-2581	239	1	next	next	ADV
american_scientific_journal-2581	239	2	,	,	PUNCT
american_scientific_journal-2581	239	3	the	the	DET
american_scientific_journal-2581	239	4	models	model	NOUN
american_scientific_journal-2581	239	5	that	that	PRON
american_scientific_journal-2581	239	6	survive	survive	VERB
american_scientific_journal-2581	239	7	the	the	DET
american_scientific_journal-2581	239	8	first	first	ADJ
american_scientific_journal-2581	239	9	step	step	NOUN
american_scientific_journal-2581	239	10	are	be	AUX
american_scientific_journal-2581	239	11	further	far	ADV
american_scientific_journal-2581	239	12	evaluated	evaluate	VERB
american_scientific_journal-2581	239	13	in	in	ADP
american_scientific_journal-2581	239	14	terms	term	NOUN
american_scientific_journal-2581	239	15	of	of	ADP
american_scientific_journal-2581	239	16	capital	capital	NOUN
american_scientific_journal-2581	239	17	efficiency	efficiency	NOUN
american_scientific_journal-2581	239	18	.	.	PUNCT
american_scientific_journal-2581	240	1	we	we	PRON
american_scientific_journal-2581	240	2	examine	examine	VERB
american_scientific_journal-2581	240	3	this	this	DET
american_scientific_journal-2581	240	4	aspect	aspect	NOUN
american_scientific_journal-2581	240	5	using	use	VERB
american_scientific_journal-2581	240	6	two	two	NUM
american_scientific_journal-2581	240	7	popular	popular	ADJ
american_scientific_journal-2581	240	8	firm	firm	NOUN
american_scientific_journal-2581	240	9	’s	’s	PART
american_scientific_journal-2581	240	10	loss	loss	NOUN
american_scientific_journal-2581	240	11	functions	function	NOUN
american_scientific_journal-2581	240	12	,	,	PUNCT
american_scientific_journal-2581	240	13	namely	namely	ADV
american_scientific_journal-2581	240	14	fabl	fabl	NOUN
american_scientific_journal-2581	240	15	[	[	X
american_scientific_journal-2581	240	16	26	26	NUM
american_scientific_journal-2581	240	17	]	]	PUNCT
american_scientific_journal-2581	240	18	and	and	CCONJ
american_scientific_journal-2581	240	19	gk	gk	X
american_scientific_journal-2581	241	1	[	[	X
american_scientific_journal-2581	241	2	27	27	NUM
american_scientific_journal-2581	241	3	]	]	PUNCT
american_scientific_journal-2581	241	4	.	.	PUNCT
american_scientific_journal-2581	242	1	these	these	DET
american_scientific_journal-2581	242	2	functions	function	NOUN
american_scientific_journal-2581	242	3	(	(	PUNCT
american_scientific_journal-2581	242	4	for	for	ADP
american_scientific_journal-2581	242	5	long	long	ADJ
american_scientific_journal-2581	242	6	positions	position	NOUN
american_scientific_journal-2581	242	7	)	)	PUNCT
american_scientific_journal-2581	242	8	are	be	AUX
american_scientific_journal-2581	242	9	given	give	VERB
american_scientific_journal-2581	242	10	below	below	ADV
american_scientific_journal-2581	242	11	in	in	ADP
american_scientific_journal-2581	242	12	eq.(21	eq.(21	NOUN
american_scientific_journal-2581	242	13	)	)	PUNCT
american_scientific_journal-2581	242	14	and	and	CCONJ
american_scientific_journal-2581	242	15	eq.(22	eq.(22	NOUN
american_scientific_journal-2581	242	16	)	)	PUNCT
american_scientific_journal-2581	242	17	.	.	PUNCT
american_scientific_journal-2581	243	1	𝐹𝐹𝐴𝐴𝐵𝐵𝐿𝐿𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝐹𝐹𝐴𝐴𝐵𝐵𝐿𝐿𝑡𝑡𝑑𝑑+1,𝑗𝑗	PROPN
american_scientific_journal-2581	243	2	=	=	PROPN
american_scientific_journal-2581	243	3	�	�	PROPN
american_scientific_journal-2581	243	4	�	�	PROPN
american_scientific_journal-2581	243	5	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	PROPN
american_scientific_journal-2581	243	6	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	243	7	−	−	PROPN
american_scientific_journal-2581	243	8	𝑟𝑟𝑡𝑡𝑑𝑑+1	𝑟𝑟𝑡𝑡𝑑𝑑+1	NUM
american_scientific_journal-2581	243	9	�	�	PROPN
american_scientific_journal-2581	243	10	2	2	NUM
american_scientific_journal-2581	243	11	,	,	PUNCT
american_scientific_journal-2581	243	12	𝑖𝑖𝑓𝑓	𝑖𝑖𝑓𝑓	ADJ
american_scientific_journal-2581	243	13	𝑟𝑟𝑡𝑡𝑑𝑑+1	𝑟𝑟𝑡𝑡𝑑𝑑+1	X
american_scientific_journal-2581	243	14	<	<	X
american_scientific_journal-2581	243	15	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	ADP
american_scientific_journal-2581	243	16	−𝑐𝑐	−𝑐𝑐	NUM
american_scientific_journal-2581	243	17	�	�	PROPN
american_scientific_journal-2581	243	18	𝑟𝑟𝑡𝑡𝑑𝑑+1	𝑟𝑟𝑡𝑡𝑑𝑑+1	NOUN
american_scientific_journal-2581	243	19	−	−	PUNCT
american_scientific_journal-2581	243	20	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	PROPN
american_scientific_journal-2581	243	21	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	243	22	�	�	PROPN
american_scientific_journal-2581	243	23	,	,	PUNCT
american_scientific_journal-2581	243	24	𝑖𝑖𝑓𝑓	𝑖𝑖𝑓𝑓	ADJ
american_scientific_journal-2581	243	25	𝑟𝑟𝑡𝑡𝑑𝑑+1	𝑟𝑟𝑡𝑡𝑑𝑑+1	PROPN
american_scientific_journal-2581	243	26	≥	≥	NUM
american_scientific_journal-2581	243	27	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	PROPN
american_scientific_journal-2581	243	28	(	(	PUNCT
american_scientific_journal-2581	243	29	21	21	NUM
american_scientific_journal-2581	243	30	)	)	PUNCT
american_scientific_journal-2581	243	31	where	where	SCONJ
american_scientific_journal-2581	243	32	𝑐𝑐	𝑐𝑐	NOUN
american_scientific_journal-2581	243	33	is	be	AUX
american_scientific_journal-2581	243	34	the	the	DET
american_scientific_journal-2581	243	35	firm	firm	NOUN
american_scientific_journal-2581	243	36	’s	’s	PART
american_scientific_journal-2581	243	37	cost	cost	NOUN
american_scientific_journal-2581	243	38	of	of	ADP
american_scientific_journal-2581	243	39	capital	capital	NOUN
american_scientific_journal-2581	243	40	.	.	PUNCT
american_scientific_journal-2581	244	1	𝐺𝐺𝐺𝐺𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝐺𝐺𝐺𝐺𝑡𝑡𝑑𝑑+1,𝑗𝑗	ADJ
american_scientific_journal-2581	245	1	=	=	PUNCT
american_scientific_journal-2581	245	2	(	(	PUNCT
american_scientific_journal-2581	245	3	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	245	4	−	−	PROPN
american_scientific_journal-2581	245	5	𝐼𝐼(𝑟𝑟𝑡𝑡𝑑𝑑+1	𝐼𝐼(𝑟𝑟𝑡𝑡𝑑𝑑+1	NOUN
american_scientific_journal-2581	245	6	<	<	X
american_scientific_journal-2581	245	7	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	ADV
american_scientific_journal-2581	245	8	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	245	9	)	)	PUNCT
american_scientific_journal-2581	245	10	)	)	PUNCT
american_scientific_journal-2581	245	11	(	(	PUNCT
american_scientific_journal-2581	245	12	𝑟𝑟𝑡𝑡𝑑𝑑+1	𝑟𝑟𝑡𝑡𝑑𝑑+1	X
american_scientific_journal-2581	245	13	−	−	ADP
american_scientific_journal-2581	245	14	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	𝑅𝑅𝑎𝑎𝑅𝑅𝑡𝑡𝑑𝑑+1,𝑗𝑗	PROPN
american_scientific_journal-2581	245	15	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	245	16	)	)	PUNCT
american_scientific_journal-2581	245	17	(	(	PUNCT
american_scientific_journal-2581	245	18	22	22	NUM
american_scientific_journal-2581	245	19	)	)	PUNCT
american_scientific_journal-2581	246	1	where	where	SCONJ
american_scientific_journal-2581	246	2	𝐼𝐼(∙	𝐼𝐼(∙	ADJ
american_scientific_journal-2581	246	3	)	)	PUNCT
american_scientific_journal-2581	246	4	is	be	AUX
american_scientific_journal-2581	246	5	the	the	DET
american_scientific_journal-2581	246	6	indicator	indicator	NOUN
american_scientific_journal-2581	246	7	function	function	NOUN
american_scientific_journal-2581	246	8	.	.	PUNCT
american_scientific_journal-2581	247	1	the	the	DET
american_scientific_journal-2581	247	2	results	result	NOUN
american_scientific_journal-2581	247	3	are	be	AUX
american_scientific_journal-2581	247	4	further	far	ADV
american_scientific_journal-2581	247	5	confirmed	confirm	VERB
american_scientific_journal-2581	247	6	with	with	ADP
american_scientific_journal-2581	247	7	the	the	DET
american_scientific_journal-2581	247	8	spa	spa	NOUN
american_scientific_journal-2581	247	9	test	test	NOUN
american_scientific_journal-2581	247	10	(	(	PUNCT
american_scientific_journal-2581	247	11	see	see	VERB
american_scientific_journal-2581	247	12	table	table	NOUN
american_scientific_journal-2581	247	13	4	4	NUM
american_scientific_journal-2581	247	14	)	)	PUNCT
american_scientific_journal-2581	247	15	.	.	PUNCT
american_scientific_journal-2581	248	1	interestingly	interestingly	ADV
american_scientific_journal-2581	248	2	,	,	PUNCT
american_scientific_journal-2581	248	3	it	it	PRON
american_scientific_journal-2581	248	4	is	be	AUX
american_scientific_journal-2581	248	5	noted	note	VERB
american_scientific_journal-2581	248	6	that	that	SCONJ
american_scientific_journal-2581	248	7	the	the	DET
american_scientific_journal-2581	248	8	normalization	normalization	NOUN
american_scientific_journal-2581	248	9	procedure	procedure	NOUN
american_scientific_journal-2581	248	10	in	in	ADP
american_scientific_journal-2581	248	11	this	this	DET
american_scientific_journal-2581	248	12	paper	paper	NOUN
american_scientific_journal-2581	248	13	does	do	VERB
american_scientific_journal-2581	248	14	a	a	DET
american_scientific_journal-2581	248	15	good	good	ADJ
american_scientific_journal-2581	248	16	job	job	NOUN
american_scientific_journal-2581	248	17	to	to	PART
american_scientific_journal-2581	248	18	improve	improve	VERB
american_scientific_journal-2581	248	19	the	the	DET
american_scientific_journal-2581	248	20	accuracy	accuracy	NOUN
american_scientific_journal-2581	248	21	as	as	ADV
american_scientific_journal-2581	248	22	well	well	ADV
american_scientific_journal-2581	248	23	as	as	ADP
american_scientific_journal-2581	248	24	the	the	DET
american_scientific_journal-2581	248	25	efficiency	efficiency	NOUN
american_scientific_journal-2581	248	26	in	in	ADP
american_scientific_journal-2581	248	27	the	the	DET
american_scientific_journal-2581	248	28	var	var	NOUN
american_scientific_journal-2581	248	29	forecasting	forecasting	NOUN
american_scientific_journal-2581	248	30	.	.	PUNCT
american_scientific_journal-2581	249	1	all	all	PRON
american_scientific_journal-2581	249	2	of	of	ADP
american_scientific_journal-2581	249	3	the	the	DET
american_scientific_journal-2581	249	4	results	result	NOUN
american_scientific_journal-2581	249	5	are	be	AUX
american_scientific_journal-2581	249	6	tested	test	VERB
american_scientific_journal-2581	249	7	at	at	ADP
american_scientific_journal-2581	249	8	5	5	NUM
american_scientific_journal-2581	249	9	%	%	NOUN
american_scientific_journal-2581	249	10	significance	significance	NOUN
american_scientific_journal-2581	249	11	level	level	NOUN
american_scientific_journal-2581	249	12	,	,	PUNCT
american_scientific_journal-2581	249	13	except	except	SCONJ
american_scientific_journal-2581	249	14	for	for	ADP
american_scientific_journal-2581	249	15	s&p500	s&p500	NOUN
american_scientific_journal-2581	249	16	5	5	NUM
american_scientific_journal-2581	249	17	%	%	NOUN
american_scientific_journal-2581	249	18	var	var	NOUN
american_scientific_journal-2581	249	19	that	that	PRON
american_scientific_journal-2581	249	20	are	be	AUX
american_scientific_journal-2581	249	21	examined	examine	VERB
american_scientific_journal-2581	249	22	at	at	ADP
american_scientific_journal-2581	249	23	1	1	NUM
american_scientific_journal-2581	249	24	%	%	NOUN
american_scientific_journal-2581	249	25	american	american	PROPN
american_scientific_journal-2581	249	26	scientific	scientific	ADJ
american_scientific_journal-2581	249	27	research	research	NOUN
american_scientific_journal-2581	249	28	journal	journal	NOUN
american_scientific_journal-2581	249	29	for	for	ADP
american_scientific_journal-2581	249	30	engineering	engineering	NOUN
american_scientific_journal-2581	249	31	,	,	PUNCT
american_scientific_journal-2581	249	32	technology	technology	NOUN
american_scientific_journal-2581	249	33	,	,	PUNCT
american_scientific_journal-2581	249	34	and	and	CCONJ
american_scientific_journal-2581	249	35	sciences	science	NOUN
american_scientific_journal-2581	249	36	(	(	PUNCT
american_scientific_journal-2581	249	37	asrjets	asrjet	NOUN
american_scientific_journal-2581	249	38	)	)	PUNCT
american_scientific_journal-2581	249	39	(	(	PUNCT
american_scientific_journal-2581	249	40	2017	2017	NUM
american_scientific_journal-2581	249	41	)	)	PUNCT
american_scientific_journal-2581	249	42	volume	volume	NOUN
american_scientific_journal-2581	249	43	27	27	NUM
american_scientific_journal-2581	249	44	,	,	PUNCT
american_scientific_journal-2581	249	45	no	no	DET
american_scientific_journal-2581	249	46	1	1	NUM
american_scientific_journal-2581	249	47	,	,	PUNCT
american_scientific_journal-2581	249	48	pp	pp	ADV
american_scientific_journal-2581	249	49	213	213	NUM
american_scientific_journal-2581	249	50	-	-	SYM
american_scientific_journal-2581	249	51	233	233	NUM
american_scientific_journal-2581	249	52	229	229	NUM
american_scientific_journal-2581	249	53	significance	significance	NOUN
american_scientific_journal-2581	249	54	level	level	NOUN
american_scientific_journal-2581	249	55	due	due	ADP
american_scientific_journal-2581	249	56	to	to	ADP
american_scientific_journal-2581	249	57	the	the	DET
american_scientific_journal-2581	249	58	marginal	marginal	ADJ
american_scientific_journal-2581	249	59	adequacy	adequacy	NOUN
american_scientific_journal-2581	249	60	of	of	ADP
american_scientific_journal-2581	249	61	all	all	PRON
american_scientific_journal-2581	249	62	of	of	ADP
american_scientific_journal-2581	249	63	the	the	DET
american_scientific_journal-2581	249	64	models	model	NOUN
american_scientific_journal-2581	249	65	.	.	PUNCT
american_scientific_journal-2581	250	1	altough	altough	PROPN
american_scientific_journal-2581	250	2	lmsvc	lmsvc	PROPN
american_scientific_journal-2581	250	3	is	be	AUX
american_scientific_journal-2581	250	4	marked	mark	VERB
american_scientific_journal-2581	250	5	as	as	ADP
american_scientific_journal-2581	250	6	the	the	DET
american_scientific_journal-2581	250	7	best	good	ADJ
american_scientific_journal-2581	250	8	model	model	NOUN
american_scientific_journal-2581	250	9	with	with	ADP
american_scientific_journal-2581	250	10	fabl	fabl	ADJ
american_scientific_journal-2581	250	11	loss	loss	NOUN
american_scientific_journal-2581	250	12	function	function	NOUN
american_scientific_journal-2581	250	13	for	for	ADP
american_scientific_journal-2581	250	14	the	the	DET
american_scientific_journal-2581	250	15	5	5	NUM
american_scientific_journal-2581	250	16	%	%	NOUN
american_scientific_journal-2581	250	17	var	var	NOUN
american_scientific_journal-2581	250	18	of	of	ADP
american_scientific_journal-2581	250	19	dax	dax	PROPN
american_scientific_journal-2581	250	20	,	,	PUNCT
american_scientific_journal-2581	250	21	this	this	DET
american_scientific_journal-2581	250	22	model	model	NOUN
american_scientific_journal-2581	250	23	is	be	AUX
american_scientific_journal-2581	250	24	also	also	ADV
american_scientific_journal-2581	250	25	seen	see	VERB
american_scientific_journal-2581	250	26	as	as	ADP
american_scientific_journal-2581	250	27	susceptible	susceptible	ADJ
american_scientific_journal-2581	250	28	to	to	ADP
american_scientific_journal-2581	250	29	inadequacy	inadequacy	NOUN
american_scientific_journal-2581	250	30	in	in	ADP
american_scientific_journal-2581	250	31	other	other	ADJ
american_scientific_journal-2581	250	32	occasions	occasion	NOUN
american_scientific_journal-2581	250	33	.	.	PUNCT
american_scientific_journal-2581	251	1	however	however	ADV
american_scientific_journal-2581	251	2	,	,	PUNCT
american_scientific_journal-2581	251	3	with	with	ADP
american_scientific_journal-2581	251	4	the	the	DET
american_scientific_journal-2581	251	5	proposed	propose	VERB
american_scientific_journal-2581	251	6	improvement	improvement	NOUN
american_scientific_journal-2581	251	7	,	,	PUNCT
american_scientific_journal-2581	251	8	the	the	DET
american_scientific_journal-2581	251	9	refined	refined	ADJ
american_scientific_journal-2581	251	10	fdqml	fdqml	NOUN
american_scientific_journal-2581	251	11	-	-	PUNCT
american_scientific_journal-2581	251	12	lmsv	lmsv	NOUN
american_scientific_journal-2581	251	13	model	model	NOUN
american_scientific_journal-2581	251	14	is	be	AUX
american_scientific_journal-2581	251	15	robust	robust	ADJ
american_scientific_journal-2581	251	16	.	.	PUNCT
american_scientific_journal-2581	252	1	it	it	PRON
american_scientific_journal-2581	252	2	is	be	AUX
american_scientific_journal-2581	252	3	adequate	adequate	ADJ
american_scientific_journal-2581	252	4	across	across	ADP
american_scientific_journal-2581	252	5	all	all	DET
american_scientific_journal-2581	252	6	the	the	DET
american_scientific_journal-2581	252	7	occasions	occasion	NOUN
american_scientific_journal-2581	252	8	,	,	PUNCT
american_scientific_journal-2581	252	9	and	and	CCONJ
american_scientific_journal-2581	252	10	it	it	PRON
american_scientific_journal-2581	252	11	is	be	AUX
american_scientific_journal-2581	252	12	identified	identify	VERB
american_scientific_journal-2581	252	13	as	as	ADP
american_scientific_journal-2581	252	14	the	the	DET
american_scientific_journal-2581	252	15	best	good	ADJ
american_scientific_journal-2581	252	16	volatility	volatility	NOUN
american_scientific_journal-2581	252	17	model	model	NOUN
american_scientific_journal-2581	252	18	that	that	PRON
american_scientific_journal-2581	252	19	generate	generate	VERB
american_scientific_journal-2581	252	20	efficient	efficient	ADJ
american_scientific_journal-2581	252	21	var	var	NOUN
american_scientific_journal-2581	252	22	in	in	ADP
american_scientific_journal-2581	252	23	3	3	NUM
american_scientific_journal-2581	252	24	out	out	ADP
american_scientific_journal-2581	252	25	of	of	ADP
american_scientific_journal-2581	252	26	8	8	NUM
american_scientific_journal-2581	252	27	efficiency	efficiency	NOUN
american_scientific_journal-2581	252	28	measures	measure	NOUN
american_scientific_journal-2581	252	29	.	.	PUNCT
american_scientific_journal-2581	253	1	indeed	indeed	ADV
american_scientific_journal-2581	253	2	abdln	abdln	PROPN
american_scientific_journal-2581	253	3	has	have	VERB
american_scientific_journal-2581	253	4	a	a	DET
american_scientific_journal-2581	253	5	higher	high	ADJ
american_scientific_journal-2581	253	6	frequency	frequency	NOUN
american_scientific_journal-2581	253	7	(	(	PUNCT
american_scientific_journal-2581	253	8	4	4	NUM
american_scientific_journal-2581	253	9	out	out	ADP
american_scientific_journal-2581	253	10	of	of	ADP
american_scientific_journal-2581	253	11	8)	8)	NUM
american_scientific_journal-2581	253	12	;	;	PUNCT
american_scientific_journal-2581	253	13	but	but	CCONJ
american_scientific_journal-2581	253	14	it	it	PRON
american_scientific_journal-2581	253	15	leads	lead	VERB
american_scientific_journal-2581	253	16	to	to	ADP
american_scientific_journal-2581	253	17	inadequate	inadequate	ADJ
american_scientific_journal-2581	253	18	5	5	NUM
american_scientific_journal-2581	253	19	%	%	NOUN
american_scientific_journal-2581	253	20	var	var	NOUN
american_scientific_journal-2581	253	21	forecasting	forecasting	NOUN
american_scientific_journal-2581	253	22	for	for	ADP
american_scientific_journal-2581	253	23	s&p500	s&p500	NOUN
american_scientific_journal-2581	253	24	.	.	PUNCT
american_scientific_journal-2581	254	1	(	(	PUNCT
american_scientific_journal-2581	254	2	a	a	X
american_scientific_journal-2581	254	3	)	)	PUNCT
american_scientific_journal-2581	254	4	(	(	PUNCT
american_scientific_journal-2581	254	5	b	b	X
american_scientific_journal-2581	254	6	)	)	PUNCT
american_scientific_journal-2581	254	7	figure	figure	NOUN
american_scientific_journal-2581	254	8	7	7	NUM
american_scientific_journal-2581	254	9	:	:	PUNCT
american_scientific_journal-2581	254	10	s&p500	s&p500	NOUN
american_scientific_journal-2581	254	11	daily	daily	ADJ
american_scientific_journal-2581	254	12	returns	return	NOUN
american_scientific_journal-2581	254	13	and	and	CCONJ
american_scientific_journal-2581	254	14	the	the	DET
american_scientific_journal-2581	254	15	respective	respective	ADJ
american_scientific_journal-2581	254	16	var	var	NOUN
american_scientific_journal-2581	254	17	forecasts	forecast	NOUN
american_scientific_journal-2581	254	18	for	for	ADP
american_scientific_journal-2581	254	19	(	(	PUNCT
american_scientific_journal-2581	254	20	a	a	X
american_scientific_journal-2581	254	21	)	)	PUNCT
american_scientific_journal-2581	254	22	5	5	NUM
american_scientific_journal-2581	254	23	%	%	NOUN
american_scientific_journal-2581	254	24	long	long	ADJ
american_scientific_journal-2581	254	25	positions	position	NOUN
american_scientific_journal-2581	254	26	(	(	PUNCT
american_scientific_journal-2581	254	27	b	b	NOUN
american_scientific_journal-2581	254	28	)	)	PUNCT
american_scientific_journal-2581	254	29	5	5	NUM
american_scientific_journal-2581	254	30	%	%	NOUN
american_scientific_journal-2581	254	31	short	short	ADJ
american_scientific_journal-2581	254	32	positions	position	NOUN
american_scientific_journal-2581	254	33	american	american	PROPN
american_scientific_journal-2581	254	34	scientific	scientific	ADJ
american_scientific_journal-2581	254	35	research	research	NOUN
american_scientific_journal-2581	254	36	journal	journal	NOUN
american_scientific_journal-2581	254	37	for	for	ADP
american_scientific_journal-2581	254	38	engineering	engineering	NOUN
american_scientific_journal-2581	254	39	,	,	PUNCT
american_scientific_journal-2581	254	40	technology	technology	NOUN
american_scientific_journal-2581	254	41	,	,	PUNCT
american_scientific_journal-2581	254	42	and	and	CCONJ
american_scientific_journal-2581	254	43	sciences	science	NOUN
american_scientific_journal-2581	254	44	(	(	PUNCT
american_scientific_journal-2581	254	45	asrjets	asrjet	NOUN
american_scientific_journal-2581	254	46	)	)	PUNCT
american_scientific_journal-2581	254	47	(	(	PUNCT
american_scientific_journal-2581	254	48	2017	2017	NUM
american_scientific_journal-2581	254	49	)	)	PUNCT
american_scientific_journal-2581	254	50	volume	volume	NOUN
american_scientific_journal-2581	254	51	27	27	NUM
american_scientific_journal-2581	254	52	,	,	PUNCT
american_scientific_journal-2581	254	53	no	no	DET
american_scientific_journal-2581	254	54	1	1	NUM
american_scientific_journal-2581	254	55	,	,	PUNCT
american_scientific_journal-2581	254	56	pp	pp	ADV
american_scientific_journal-2581	254	57	213	213	NUM
american_scientific_journal-2581	254	58	-	-	SYM
american_scientific_journal-2581	254	59	233	233	NUM
american_scientific_journal-2581	254	60	230	230	NUM
american_scientific_journal-2581	254	61	table	table	NOUN
american_scientific_journal-2581	254	62	4	4	NUM
american_scientific_journal-2581	254	63	:	:	PUNCT
american_scientific_journal-2581	254	64	var	var	NOUN
american_scientific_journal-2581	254	65	results	result	NOUN
american_scientific_journal-2581	254	66	for	for	ADP
american_scientific_journal-2581	254	67	s&p500	s&p500	NOUN
american_scientific_journal-2581	254	68	and	and	CCONJ
american_scientific_journal-2581	254	69	dax	dax	PROPN
american_scientific_journal-2581	254	70	indices	index	NOUN
american_scientific_journal-2581	254	71	s&p	s&p	PROPN
american_scientific_journal-2581	254	72	500	500	NUM
american_scientific_journal-2581	255	1	dax	dax	VERB
american_scientific_journal-2581	255	2	statistical	statistical	ADJ
american_scientific_journal-2581	255	3	accuracy	accuracy	NOUN
american_scientific_journal-2581	255	4	capital	capital	NOUN
american_scientific_journal-2581	255	5	efficiency	efficiency	NOUN
american_scientific_journal-2581	255	6	statistical	statistical	ADJ
american_scientific_journal-2581	255	7	accuracy	accuracy	NOUN
american_scientific_journal-2581	255	8	capital	capital	NOUN
american_scientific_journal-2581	255	9	efficiency	efficiency	NOUN
american_scientific_journal-2581	255	10	lr	lr	X
american_scientific_journal-2581	255	11	(	(	PUNCT
american_scientific_journal-2581	255	12	p	p	NOUN
american_scientific_journal-2581	255	13	-	-	PUNCT
american_scientific_journal-2581	255	14	value	value	NOUN
american_scientific_journal-2581	255	15	)	)	PUNCT
american_scientific_journal-2581	255	16	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	255	17	�	�	PROPN
american_scientific_journal-2581	255	18	fabl	fabl	NOUN
american_scientific_journal-2581	255	19	#	#	NOUN
american_scientific_journal-2581	255	20	(	(	PUNCT
american_scientific_journal-2581	255	21	e-07	e-07	NOUN
american_scientific_journal-2581	255	22	)	)	PUNCT
american_scientific_journal-2581	255	23	spa	spa	NOUN
american_scientific_journal-2581	255	24	test	test	NOUN
american_scientific_journal-2581	255	25	(	(	PUNCT
american_scientific_journal-2581	255	26	p	p	NOUN
american_scientific_journal-2581	255	27	-	-	PUNCT
american_scientific_journal-2581	255	28	value	value	NOUN
american_scientific_journal-2581	255	29	)	)	PUNCT
american_scientific_journal-2581	255	30	gk	gk	NOUN
american_scientific_journal-2581	255	31	#	#	NOUN
american_scientific_journal-2581	255	32	(	(	PUNCT
american_scientific_journal-2581	255	33	e-06	e-06	NOUN
american_scientific_journal-2581	255	34	)	)	PUNCT
american_scientific_journal-2581	255	35	spa	spa	NOUN
american_scientific_journal-2581	255	36	test	test	NOUN
american_scientific_journal-2581	255	37	(	(	PUNCT
american_scientific_journal-2581	255	38	p	p	NOUN
american_scientific_journal-2581	255	39	-	-	PUNCT
american_scientific_journal-2581	255	40	value	value	NOUN
american_scientific_journal-2581	255	41	)	)	PUNCT
american_scientific_journal-2581	255	42	lr	lr	NOUN
american_scientific_journal-2581	255	43	(	(	PUNCT
american_scientific_journal-2581	255	44	p	p	NOUN
american_scientific_journal-2581	255	45	-	-	PUNCT
american_scientific_journal-2581	255	46	value	value	NOUN
american_scientific_journal-2581	255	47	)	)	PUNCT
american_scientific_journal-2581	255	48	𝛼𝛼	𝛼𝛼	ADP
american_scientific_journal-2581	255	49	�	�	PROPN
american_scientific_journal-2581	255	50	fabl	fabl	NOUN
american_scientific_journal-2581	255	51	#	#	NOUN
american_scientific_journal-2581	255	52	(	(	PUNCT
american_scientific_journal-2581	255	53	e-06	e-06	NOUN
american_scientific_journal-2581	255	54	)	)	PUNCT
american_scientific_journal-2581	255	55	𝑇𝑇𝑆𝑆𝑆𝑆𝐴𝐴	𝑇𝑇𝑆𝑆𝑆𝑆𝐴𝐴	PROPN
american_scientific_journal-2581	255	56	(	(	PUNCT
american_scientific_journal-2581	255	57	p	p	NOUN
american_scientific_journal-2581	255	58	-	-	PUNCT
american_scientific_journal-2581	255	59	value	value	NOUN
american_scientific_journal-2581	255	60	)	)	PUNCT
american_scientific_journal-2581	255	61	gk	gk	NOUN
american_scientific_journal-2581	255	62	#	#	NOUN
american_scientific_journal-2581	255	63	(	(	PUNCT
american_scientific_journal-2581	255	64	e-06	e-06	NOUN
american_scientific_journal-2581	255	65	)	)	PUNCT
american_scientific_journal-2581	255	66	𝑇𝑇𝑆𝑆𝑆𝑆𝐴𝐴	𝑇𝑇𝑆𝑆𝑆𝑆𝐴𝐴	PROPN
american_scientific_journal-2581	255	67	(	(	PUNCT
american_scientific_journal-2581	255	68	p	p	NOUN
american_scientific_journal-2581	255	69	-	-	PUNCT
american_scientific_journal-2581	255	70	value	value	NOUN
american_scientific_journal-2581	255	71	)	)	PUNCT
american_scientific_journal-2581	255	72	5	5	NUM
american_scientific_journal-2581	255	73	%	%	NOUN
american_scientific_journal-2581	255	74	var	var	NOUN
american_scientific_journal-2581	255	75	refined	refine	VERB
american_scientific_journal-2581	255	76	f	f	X
american_scientific_journal-2581	255	77	-	-	PUNCT
american_scientific_journal-2581	255	78	l	l	NOUN
american_scientific_journal-2581	255	79	5.502	5.502	NUM
american_scientific_journal-2581	255	80	(	(	PUNCT
american_scientific_journal-2581	255	81	0.019	0.019	NUM
american_scientific_journal-2581	255	82	*	*	NUM
american_scientific_journal-2581	255	83	)	)	PUNCT
american_scientific_journal-2581	255	84	0.09	0.09	NUM
american_scientific_journal-2581	255	85	7.979	7.979	NUM
american_scientific_journal-2581	255	86	0	0	NUM
american_scientific_journal-2581	255	87	(	(	PUNCT
american_scientific_journal-2581	255	88	0.5905	0.5905	NUM
american_scientific_journal-2581	255	89	)	)	PUNCT
american_scientific_journal-2581	255	90	1.302	1.302	NUM
american_scientific_journal-2581	255	91	0	0	NUM
american_scientific_journal-2581	255	92	(	(	PUNCT
american_scientific_journal-2581	255	93	0.5015	0.5015	NUM
american_scientific_journal-2581	255	94	)	)	PUNCT
american_scientific_journal-2581	255	95	1.9537	1.9537	NUM
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american_scientific_journal-2581	255	98	)	)	PUNCT
american_scientific_journal-2581	255	99	0.03	0.03	NUM
american_scientific_journal-2581	255	100	1.07	1.07	NUM
american_scientific_journal-2581	255	101	9.4823	9.4823	NUM
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american_scientific_journal-2581	255	103	0	0	NUM
american_scientific_journal-2581	255	104	)	)	PUNCT
american_scientific_journal-2581	255	105	1.22	1.22	NUM
american_scientific_journal-2581	255	106	2.3062	2.3062	NUM
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american_scientific_journal-2581	255	109	)	)	PUNCT
american_scientific_journal-2581	255	110	lmsv2	lmsv2	PROPN
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american_scientific_journal-2581	255	120	1.07	1.07	NUM
american_scientific_journal-2581	255	121	5.6544	5.6544	NUM
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american_scientific_journal-2581	255	123	0	0	NUM
american_scientific_journal-2581	255	124	)	)	PUNCT
american_scientific_journal-2581	255	125	1.36	1.36	NUM
american_scientific_journal-2581	255	126	2.1208	2.1208	NUM
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american_scientific_journal-2581	255	128	0	0	NUM
american_scientific_journal-2581	255	129	)	)	PUNCT
american_scientific_journal-2581	255	130	lmsvc	lmsvc	NOUN
american_scientific_journal-2581	255	131	5.502	5.502	NUM
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american_scientific_journal-2581	255	133	0.019	0.019	NUM
american_scientific_journal-2581	255	134	*	*	NUM
american_scientific_journal-2581	255	135	)	)	PUNCT
american_scientific_journal-2581	255	136	0.09	0.09	NUM
american_scientific_journal-2581	255	137	8.024	8.024	NUM
american_scientific_journal-2581	255	138	0.3075	0.3075	NUM
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american_scientific_journal-2581	255	140	0	0	NUM
american_scientific_journal-2581	255	141	)	)	PUNCT
american_scientific_journal-2581	255	142	1.325	1.325	NUM
american_scientific_journal-2581	255	143	0.34	0.34	NUM
american_scientific_journal-2581	255	144	(	(	PUNCT
american_scientific_journal-2581	255	145	0	0	NUM
american_scientific_journal-2581	255	146	)	)	PUNCT
american_scientific_journal-2581	255	147	0.3968	0.3968	NUM
american_scientific_journal-2581	255	148	(	(	PUNCT
american_scientific_journal-2581	255	149	0.5287	0.5287	NUM
american_scientific_journal-2581	255	150	)	)	PUNCT
american_scientific_journal-2581	255	151	0.06	0.06	NUM
american_scientific_journal-2581	255	152	0.835	0.835	NUM
american_scientific_journal-2581	255	153	0	0	NUM
american_scientific_journal-2581	255	154	(	(	PUNCT
american_scientific_journal-2581	255	155	0.9255	0.9255	NUM
american_scientific_journal-2581	255	156	)	)	PUNCT
american_scientific_journal-2581	255	157	1.16	1.16	NUM
american_scientific_journal-2581	255	158	0.0265	0.0265	NUM
american_scientific_journal-2581	255	159	(	(	PUNCT
american_scientific_journal-2581	255	160	0	0	NUM
american_scientific_journal-2581	255	161	)	)	PUNCT
american_scientific_journal-2581	255	162	abdl	abdl	NOUN
american_scientific_journal-2581	255	163	6.8237	6.8237	NUM
american_scientific_journal-2581	255	164	(	(	PUNCT
american_scientific_journal-2581	255	165	0.009	0.009	NUM
american_scientific_journal-2581	255	166	)	)	PUNCT
american_scientific_journal-2581	255	167	1.9537	1.9537	NUM
american_scientific_journal-2581	255	168	(	(	PUNCT
american_scientific_journal-2581	255	169	0.1622	0.1622	NUM
american_scientific_journal-2581	255	170	)	)	PUNCT
american_scientific_journal-2581	255	171	0.03	0.03	NUM
american_scientific_journal-2581	255	172	1.07	1.07	NUM
american_scientific_journal-2581	255	173	10.4712	10.4712	NUM
american_scientific_journal-2581	255	174	(	(	PUNCT
american_scientific_journal-2581	255	175	0	0	NUM
american_scientific_journal-2581	255	176	)	)	PUNCT
american_scientific_journal-2581	255	177	1.16	1.16	NUM
american_scientific_journal-2581	255	178	0.5816	0.5816	NUM
american_scientific_journal-2581	255	179	(	(	PUNCT
american_scientific_journal-2581	255	180	0	0	NUM
american_scientific_journal-2581	255	181	)	)	PUNCT
american_scientific_journal-2581	255	182	abdln	abdln	NOUN
american_scientific_journal-2581	255	183	6.8237	6.8237	NUM
american_scientific_journal-2581	255	184	(	(	PUNCT
american_scientific_journal-2581	255	185	0.009	0.009	NUM
american_scientific_journal-2581	255	186	)	)	PUNCT
american_scientific_journal-2581	255	187	0.4507	0.4507	NUM
american_scientific_journal-2581	255	188	(	(	PUNCT
american_scientific_journal-2581	255	189	0.502	0.502	NUM
american_scientific_journal-2581	255	190	)	)	PUNCT
american_scientific_journal-2581	255	191	0.04	0.04	NUM
american_scientific_journal-2581	255	192	1.03	1.03	NUM
american_scientific_journal-2581	255	193	7.0661	7.0661	NUM
american_scientific_journal-2581	255	194	(	(	PUNCT
american_scientific_journal-2581	255	195	0	0	NUM
american_scientific_journal-2581	255	196	)	)	PUNCT
american_scientific_journal-2581	255	197	1.15	1.15	NUM
american_scientific_journal-2581	255	198	0	0	NUM
american_scientific_journal-2581	255	199	(	(	PUNCT
american_scientific_journal-2581	255	200	0.9465	0.9465	NUM
american_scientific_journal-2581	255	201	)	)	PUNCT
american_scientific_journal-2581	255	202	95	95	NUM
american_scientific_journal-2581	255	203	%	%	NOUN
american_scientific_journal-2581	255	204	var	var	NOUN
american_scientific_journal-2581	255	205	refined	refine	VERB
american_scientific_journal-2581	255	206	f	f	X
american_scientific_journal-2581	255	207	-	-	PUNCT
american_scientific_journal-2581	255	208	l	l	NOUN
american_scientific_journal-2581	255	209	0	0	NUM
american_scientific_journal-2581	255	210	(	(	PUNCT
american_scientific_journal-2581	255	211	1	1	NUM
american_scientific_journal-2581	255	212	)	)	PUNCT
american_scientific_journal-2581	255	213	0.95	0.95	NUM
american_scientific_journal-2581	255	214	8.75	8.75	NUM
american_scientific_journal-2581	255	215	1.0508	1.0508	NUM
american_scientific_journal-2581	255	216	(	(	PUNCT
american_scientific_journal-2581	255	217	0	0	NUM
american_scientific_journal-2581	255	218	)	)	PUNCT
american_scientific_journal-2581	255	219	1.15	1.15	NUM
american_scientific_journal-2581	255	220	1.5771	1.5771	NUM
american_scientific_journal-2581	255	221	(	(	PUNCT
american_scientific_journal-2581	255	222	0	0	NUM
american_scientific_journal-2581	255	223	)	)	PUNCT
american_scientific_journal-2581	255	224	1.9537	1.9537	NUM
american_scientific_journal-2581	255	225	(	(	PUNCT
american_scientific_journal-2581	255	226	0.1622	0.1622	NUM
american_scientific_journal-2581	255	227	)	)	PUNCT
american_scientific_journal-2581	255	228	0.97	0.97	NUM
american_scientific_journal-2581	255	229	1.09	1.09	NUM
american_scientific_journal-2581	255	230	2.7063	2.7063	NUM
american_scientific_journal-2581	255	231	(	(	PUNCT
american_scientific_journal-2581	255	232	0	0	NUM
american_scientific_journal-2581	255	233	)	)	PUNCT
american_scientific_journal-2581	255	234	1.14	1.14	NUM
american_scientific_journal-2581	255	235	0	0	NUM
american_scientific_journal-2581	255	236	(	(	PUNCT
american_scientific_journal-2581	255	237	0.8705	0.8705	NUM
american_scientific_journal-2581	255	238	)	)	PUNCT
american_scientific_journal-2581	255	239	lmsv2	lmsv2	PROPN
american_scientific_journal-2581	255	240	1.9537	1.9537	NUM
american_scientific_journal-2581	255	241	(	(	PUNCT
american_scientific_journal-2581	255	242	0.1622	0.1622	NUM
american_scientific_journal-2581	255	243	)	)	PUNCT
american_scientific_journal-2581	255	244	0.97	0.97	NUM
american_scientific_journal-2581	255	245	12.54	12.54	NUM
american_scientific_journal-2581	255	246	8.2739	8.2739	NUM
american_scientific_journal-2581	255	247	(	(	PUNCT
american_scientific_journal-2581	255	248	0	0	NUM
american_scientific_journal-2581	255	249	)	)	PUNCT
american_scientific_journal-2581	255	250	1.39	1.39	NUM
american_scientific_journal-2581	255	251	4.3673	4.3673	NUM
american_scientific_journal-2581	255	252	(	(	PUNCT
american_scientific_journal-2581	255	253	0	0	NUM
american_scientific_journal-2581	255	254	)	)	PUNCT
american_scientific_journal-2581	255	255	3.2316	3.2316	NUM
american_scientific_journal-2581	255	256	(	(	PUNCT
american_scientific_journal-2581	255	257	0.0722	0.0722	NUM
american_scientific_journal-2581	255	258	)	)	PUNCT
american_scientific_journal-2581	255	259	0.92	0.92	NUM
american_scientific_journal-2581	255	260	1.09	1.09	NUM
american_scientific_journal-2581	255	261	1.1921	1.1921	NUM
american_scientific_journal-2581	255	262	(	(	PUNCT
american_scientific_journal-2581	255	263	0	0	NUM
american_scientific_journal-2581	255	264	)	)	PUNCT
american_scientific_journal-2581	255	265	1.36	1.36	NUM
american_scientific_journal-2581	255	266	2.6647	2.6647	NUM
american_scientific_journal-2581	255	267	(	(	PUNCT
american_scientific_journal-2581	255	268	0	0	NUM
american_scientific_journal-2581	255	269	)	)	PUNCT
american_scientific_journal-2581	255	270	lmsvc	lmsvc	NOUN
american_scientific_journal-2581	255	271	0.1088	0.1088	NUM
american_scientific_journal-2581	255	272	(	(	PUNCT
american_scientific_journal-2581	255	273	0.7416	0.7416	NUM
american_scientific_journal-2581	255	274	)	)	PUNCT
american_scientific_journal-2581	255	275	0.955	0.955	NUM
american_scientific_journal-2581	255	276	8.77	8.77	NUM
american_scientific_journal-2581	255	277	1.7075	1.7075	NUM
american_scientific_journal-2581	255	278	(	(	PUNCT
american_scientific_journal-2581	255	279	0	0	NUM
american_scientific_journal-2581	255	280	)	)	PUNCT
american_scientific_journal-2581	255	281	1.13	1.13	NUM
american_scientific_journal-2581	255	282	1.1012	1.1012	NUM
american_scientific_journal-2581	255	283	(	(	PUNCT
american_scientific_journal-2581	255	284	0	0	NUM
american_scientific_journal-2581	255	285	)	)	PUNCT
american_scientific_journal-2581	255	286	4.3025	4.3025	NUM
american_scientific_journal-2581	255	287	(	(	PUNCT
american_scientific_journal-2581	255	288	0.0381	0.0381	NUM
american_scientific_journal-2581	255	289	)	)	PUNCT
american_scientific_journal-2581	255	290	abdl	abdl	NOUN
american_scientific_journal-2581	255	291	1.0537	1.0537	NUM
american_scientific_journal-2581	255	292	(	(	PUNCT
american_scientific_journal-2581	255	293	0.3047	0.3047	NUM
american_scientific_journal-2581	255	294	)	)	PUNCT
american_scientific_journal-2581	255	295	0.965	0.965	NUM
american_scientific_journal-2581	255	296	8.71	8.71	NUM
american_scientific_journal-2581	255	297	4.1125	4.1125	NUM
american_scientific_journal-2581	255	298	(	(	PUNCT
american_scientific_journal-2581	255	299	0	0	NUM
american_scientific_journal-2581	255	300	)	)	PUNCT
american_scientific_journal-2581	255	301	1.08	1.08	NUM
american_scientific_journal-2581	255	302	0.2695	0.2695	NUM
american_scientific_journal-2581	255	303	(	(	PUNCT
american_scientific_journal-2581	255	304	0	0	NUM
american_scientific_journal-2581	255	305	)	)	PUNCT
american_scientific_journal-2581	255	306	1.0537	1.0537	NUM
american_scientific_journal-2581	255	307	(	(	PUNCT
american_scientific_journal-2581	255	308	0.3047	0.3047	NUM
american_scientific_journal-2581	255	309	)	)	PUNCT
american_scientific_journal-2581	255	310	0.965	0.965	NUM
american_scientific_journal-2581	255	311	1.09	1.09	NUM
american_scientific_journal-2581	255	312	4.4767	4.4767	NUM
american_scientific_journal-2581	255	313	(	(	PUNCT
american_scientific_journal-2581	255	314	0	0	NUM
american_scientific_journal-2581	255	315	)	)	PUNCT
american_scientific_journal-2581	255	316	1.17	1.17	NUM
american_scientific_journal-2581	255	317	1.3833	1.3833	NUM
american_scientific_journal-2581	255	318	(	(	PUNCT
american_scientific_journal-2581	255	319	0	0	NUM
american_scientific_journal-2581	255	320	)	)	PUNCT
american_scientific_journal-2581	255	321	abdln	abdln	NOUN
american_scientific_journal-2581	255	322	0.4507	0.4507	NUM
american_scientific_journal-2581	255	323	(	(	PUNCT
american_scientific_journal-2581	255	324	0.502	0.502	NUM
american_scientific_journal-2581	255	325	)	)	PUNCT
american_scientific_journal-2581	255	326	0.96	0.96	NUM
american_scientific_journal-2581	255	327	8.51	8.51	NUM
american_scientific_journal-2581	255	328	0	0	NUM
american_scientific_journal-2581	255	329	(	(	PUNCT
american_scientific_journal-2581	255	330	0.928	0.928	NUM
american_scientific_journal-2581	255	331	)	)	PUNCT
american_scientific_journal-2581	255	332	1.077	1.077	NUM
american_scientific_journal-2581	255	333	0	0	NUM
american_scientific_journal-2581	255	334	(	(	PUNCT
american_scientific_journal-2581	255	335	0.9295	0.9295	NUM
american_scientific_journal-2581	255	336	)	)	PUNCT
american_scientific_journal-2581	255	337	0.4507	0.4507	NUM
american_scientific_journal-2581	255	338	(	(	PUNCT
american_scientific_journal-2581	255	339	0.502	0.502	NUM
american_scientific_journal-2581	255	340	)	)	PUNCT
american_scientific_journal-2581	255	341	0.96	0.96	NUM
american_scientific_journal-2581	255	342	1.05	1.05	NUM
american_scientific_journal-2581	255	343	0	0	NUM
american_scientific_journal-2581	255	344	(	(	PUNCT
american_scientific_journal-2581	255	345	0.821	0.821	NUM
american_scientific_journal-2581	255	346	)	)	PUNCT
american_scientific_journal-2581	255	347	1.16	1.16	NUM
american_scientific_journal-2581	255	348	0.9343	0.9343	NUM
american_scientific_journal-2581	255	349	(	(	PUNCT
american_scientific_journal-2581	255	350	0	0	NUM
american_scientific_journal-2581	255	351	)	)	PUNCT
american_scientific_journal-2581	255	352	note	note	NOUN
american_scientific_journal-2581	255	353	:	:	PUNCT
american_scientific_journal-2581	255	354	#	#	NOUN
american_scientific_journal-2581	255	355	fabl	fabl	NOUN
american_scientific_journal-2581	255	356	and	and	CCONJ
american_scientific_journal-2581	255	357	gk	gk	NOUN
american_scientific_journal-2581	255	358	are	be	AUX
american_scientific_journal-2581	255	359	the	the	DET
american_scientific_journal-2581	255	360	average	average	ADJ
american_scientific_journal-2581	255	361	values	value	NOUN
american_scientific_journal-2581	255	362	of	of	ADP
american_scientific_journal-2581	255	363	the	the	DET
american_scientific_journal-2581	255	364	firm	firm	NOUN
american_scientific_journal-2581	255	365	’s	’s	PART
american_scientific_journal-2581	255	366	loss	loss	NOUN
american_scientific_journal-2581	255	367	functions	function	NOUN
american_scientific_journal-2581	255	368	.	.	PUNCT
american_scientific_journal-2581	256	1	*	*	PUNCT
american_scientific_journal-2581	256	2	the	the	DET
american_scientific_journal-2581	256	3	bold	bold	ADJ
american_scientific_journal-2581	256	4	faced	face	VERB
american_scientific_journal-2581	256	5	p	p	NOUN
american_scientific_journal-2581	256	6	-	-	PUNCT
american_scientific_journal-2581	256	7	values	value	NOUN
american_scientific_journal-2581	256	8	denote	denote	VERB
american_scientific_journal-2581	256	9	rejection	rejection	NOUN
american_scientific_journal-2581	256	10	of	of	ADP
american_scientific_journal-2581	256	11	null	null	ADJ
american_scientific_journal-2581	256	12	hypothesis	hypothesis	NOUN
american_scientific_journal-2581	256	13	at	at	ADP
american_scientific_journal-2581	256	14	0.05	0.05	NUM
american_scientific_journal-2581	256	15	level	level	NOUN
american_scientific_journal-2581	256	16	of	of	ADP
american_scientific_journal-2581	256	17	significance	significance	NOUN
american_scientific_journal-2581	256	18	(	(	PUNCT
american_scientific_journal-2581	256	19	except	except	SCONJ
american_scientific_journal-2581	256	20	for	for	ADP
american_scientific_journal-2581	256	21	s&p	s&p	PROPN
american_scientific_journal-2581	256	22	500	500	NUM
american_scientific_journal-2581	256	23	5%var	5%var	NUM
american_scientific_journal-2581	256	24	,	,	PUNCT
american_scientific_journal-2581	256	25	which	which	PRON
american_scientific_journal-2581	256	26	are	be	AUX
american_scientific_journal-2581	256	27	tested	test	VERB
american_scientific_journal-2581	256	28	at	at	ADP
american_scientific_journal-2581	256	29	0.01	0.01	NUM
american_scientific_journal-2581	256	30	level	level	NOUN
american_scientific_journal-2581	256	31	of	of	ADP
american_scientific_journal-2581	256	32	significance	significance	NOUN
american_scientific_journal-2581	256	33	)	)	PUNCT
american_scientific_journal-2581	256	34	.	.	PUNCT
american_scientific_journal-2581	257	1	5	5	X
american_scientific_journal-2581	257	2	.	.	X
american_scientific_journal-2581	257	3	conclusion	conclusion	NOUN
american_scientific_journal-2581	257	4	modelling	model	VERB
american_scientific_journal-2581	257	5	high	high	ADJ
american_scientific_journal-2581	257	6	frequency	frequency	NOUN
american_scientific_journal-2581	257	7	returns	return	NOUN
american_scientific_journal-2581	257	8	using	use	VERB
american_scientific_journal-2581	257	9	lmsv	lmsv	NOUN
american_scientific_journal-2581	257	10	model	model	NOUN
american_scientific_journal-2581	257	11	has	have	AUX
american_scientific_journal-2581	257	12	been	be	AUX
american_scientific_journal-2581	257	13	proposed	propose	VERB
american_scientific_journal-2581	257	14	by	by	ADP
american_scientific_journal-2581	257	15	[	[	X
american_scientific_journal-2581	257	16	10	10	NUM
american_scientific_journal-2581	257	17	]	]	PUNCT
american_scientific_journal-2581	257	18	,	,	PUNCT
american_scientific_journal-2581	257	19	but	but	CCONJ
american_scientific_journal-2581	257	20	its	its	PRON
american_scientific_journal-2581	257	21	advantage	advantage	NOUN
american_scientific_journal-2581	257	22	over	over	ADP
american_scientific_journal-2581	257	23	the	the	DET
american_scientific_journal-2581	257	24	abdl	abdl	NOUN
american_scientific_journal-2581	257	25	model	model	NOUN
american_scientific_journal-2581	257	26	is	be	AUX
american_scientific_journal-2581	257	27	marginal	marginal	ADJ
american_scientific_journal-2581	257	28	.	.	PUNCT
american_scientific_journal-2581	258	1	focusing	focus	VERB
american_scientific_journal-2581	258	2	on	on	ADP
american_scientific_journal-2581	258	3	s&p500	s&p500	PROPN
american_scientific_journal-2581	258	4	and	and	CCONJ
american_scientific_journal-2581	258	5	dax	dax	PROPN
american_scientific_journal-2581	258	6	indices	index	NOUN
american_scientific_journal-2581	258	7	,	,	PUNCT
american_scientific_journal-2581	258	8	we	we	PRON
american_scientific_journal-2581	258	9	propose	propose	VERB
american_scientific_journal-2581	258	10	a	a	DET
american_scientific_journal-2581	258	11	procedure	procedure	NOUN
american_scientific_journal-2581	258	12	to	to	PART
american_scientific_journal-2581	258	13	eliminate	eliminate	VERB
american_scientific_journal-2581	258	14	the	the	DET
american_scientific_journal-2581	258	15	cyclical	cyclical	ADJ
american_scientific_journal-2581	258	16	trend	trend	NOUN
american_scientific_journal-2581	258	17	prior	prior	ADV
american_scientific_journal-2581	258	18	to	to	ADP
american_scientific_journal-2581	258	19	the	the	DET
american_scientific_journal-2581	258	20	de	de	NOUN
american_scientific_journal-2581	258	21	-	-	NOUN
american_scientific_journal-2581	258	22	seasonalization	seasonalization	NOUN
american_scientific_journal-2581	258	23	of	of	ADP
american_scientific_journal-2581	258	24	deo	deo	NOUN
american_scientific_journal-2581	258	25	’s	’s	PART
american_scientific_journal-2581	258	26	method	method	NOUN
american_scientific_journal-2581	258	27	.	.	PUNCT
american_scientific_journal-2581	259	1	besides	besides	SCONJ
american_scientific_journal-2581	259	2	,	,	PUNCT
american_scientific_journal-2581	259	3	we	we	PRON
american_scientific_journal-2581	259	4	suggest	suggest	VERB
american_scientific_journal-2581	259	5	a	a	DET
american_scientific_journal-2581	259	6	parsimonious	parsimonious	ADJ
american_scientific_journal-2581	259	7	normalization	normalization	NOUN
american_scientific_journal-2581	259	8	procedure	procedure	NOUN
american_scientific_journal-2581	259	9	that	that	PRON
american_scientific_journal-2581	259	10	makes	make	VERB
american_scientific_journal-2581	259	11	use	use	NOUN
american_scientific_journal-2581	259	12	of	of	ADP
american_scientific_journal-2581	259	13	the	the	DET
american_scientific_journal-2581	259	14	gaussian	gaussian	ADJ
american_scientific_journal-2581	259	15	cumulative	cumulative	ADJ
american_scientific_journal-2581	259	16	distribution	distribution	NOUN
american_scientific_journal-2581	259	17	.	.	PUNCT
american_scientific_journal-2581	260	1	to	to	PART
american_scientific_journal-2581	260	2	allow	allow	VERB
american_scientific_journal-2581	260	3	a	a	DET
american_scientific_journal-2581	260	4	backtransformation	backtransformation	NOUN
american_scientific_journal-2581	260	5	,	,	PUNCT
american_scientific_journal-2581	260	6	the	the	DET
american_scientific_journal-2581	260	7	pre	pre	ADJ
american_scientific_journal-2581	260	8	-	-	ADJ
american_scientific_journal-2581	260	9	processed	processed	ADJ
american_scientific_journal-2581	260	10	data	data	NOUN
american_scientific_journal-2581	260	11	is	be	AUX
american_scientific_journal-2581	260	12	fitted	fit	VERB
american_scientific_journal-2581	260	13	with	with	ADP
american_scientific_journal-2581	260	14	weibull	weibull	NOUN
american_scientific_journal-2581	260	15	distribution	distribution	NOUN
american_scientific_journal-2581	260	16	.	.	PUNCT
american_scientific_journal-2581	261	1	the	the	DET
american_scientific_journal-2581	261	2	empirical	empirical	ADJ
american_scientific_journal-2581	261	3	results	result	NOUN
american_scientific_journal-2581	261	4	show	show	VERB
american_scientific_journal-2581	261	5	that	that	SCONJ
american_scientific_journal-2581	261	6	the	the	DET
american_scientific_journal-2581	261	7	refined	refined	ADJ
american_scientific_journal-2581	261	8	fdqml	fdqml	NOUN
american_scientific_journal-2581	261	9	-	-	PUNCT
american_scientific_journal-2581	261	10	lmsv	lmsv	NOUN
american_scientific_journal-2581	261	11	method	method	NOUN
american_scientific_journal-2581	261	12	performs	perform	VERB
american_scientific_journal-2581	261	13	best	good	ADJ
american_scientific_journal-2581	261	14	in	in	ADP
american_scientific_journal-2581	261	15	mse	mse	PROPN
american_scientific_journal-2581	261	16	across	across	ADP
american_scientific_journal-2581	261	17	all	all	DET
american_scientific_journal-2581	261	18	forecasting	forecasting	NOUN
american_scientific_journal-2581	261	19	horizons	horizon	NOUN
american_scientific_journal-2581	261	20	and	and	CCONJ
american_scientific_journal-2581	261	21	stock	stock	NOUN
american_scientific_journal-2581	261	22	indices	index	NOUN
american_scientific_journal-2581	261	23	.	.	PUNCT
american_scientific_journal-2581	262	1	consistent	consistent	ADJ
american_scientific_journal-2581	262	2	with	with	ADP
american_scientific_journal-2581	262	3	deo	deo	NOUN
american_scientific_journal-2581	262	4	’s	’s	PART
american_scientific_journal-2581	262	5	findings	finding	NOUN
american_scientific_journal-2581	262	6	,	,	PUNCT
american_scientific_journal-2581	262	7	abdl	abdl	NOUN
american_scientific_journal-2581	262	8	method	method	NOUN
american_scientific_journal-2581	262	9	is	be	AUX
american_scientific_journal-2581	262	10	very	very	ADV
american_scientific_journal-2581	262	11	impressive	impressive	ADJ
american_scientific_journal-2581	262	12	given	give	VERB
american_scientific_journal-2581	262	13	that	that	SCONJ
american_scientific_journal-2581	262	14	it	it	PRON
american_scientific_journal-2581	262	15	is	be	AUX
american_scientific_journal-2581	262	16	a	a	DET
american_scientific_journal-2581	262	17	much	much	ADV
american_scientific_journal-2581	262	18	simpler	simple	ADJ
american_scientific_journal-2581	262	19	model	model	NOUN
american_scientific_journal-2581	262	20	.	.	PUNCT
american_scientific_journal-2581	263	1	yet	yet	ADV
american_scientific_journal-2581	263	2	,	,	PUNCT
american_scientific_journal-2581	263	3	we	we	PRON
american_scientific_journal-2581	263	4	note	note	VERB
american_scientific_journal-2581	263	5	that	that	SCONJ
american_scientific_journal-2581	263	6	the	the	DET
american_scientific_journal-2581	263	7	model	model	NOUN
american_scientific_journal-2581	263	8	can	can	AUX
american_scientific_journal-2581	263	9	be	be	AUX
american_scientific_journal-2581	263	10	further	far	ADV
american_scientific_journal-2581	263	11	improved	improve	VERB
american_scientific_journal-2581	263	12	with	with	ADP
american_scientific_journal-2581	263	13	the	the	DET
american_scientific_journal-2581	263	14	normalization	normalization	NOUN
american_scientific_journal-2581	263	15	procedure	procedure	NOUN
american_scientific_journal-2581	263	16	adopted	adopt	VERB
american_scientific_journal-2581	263	17	in	in	ADP
american_scientific_journal-2581	263	18	this	this	DET
american_scientific_journal-2581	263	19	paper	paper	NOUN
american_scientific_journal-2581	263	20	.	.	PUNCT
american_scientific_journal-2581	264	1	in	in	ADP
american_scientific_journal-2581	264	2	addition	addition	NOUN
american_scientific_journal-2581	264	3	to	to	ADP
american_scientific_journal-2581	264	4	the	the	DET
american_scientific_journal-2581	264	5	statistical	statistical	ADJ
american_scientific_journal-2581	264	6	superiority	superiority	NOUN
american_scientific_journal-2581	264	7	,	,	PUNCT
american_scientific_journal-2581	264	8	the	the	DET
american_scientific_journal-2581	264	9	refined	refined	ADJ
american_scientific_journal-2581	264	10	fdqml	fdqml	NOUN
american_scientific_journal-2581	264	11	-	-	PUNCT
american_scientific_journal-2581	264	12	lmsv	lmsv	NOUN
american_scientific_journal-2581	264	13	model	model	NOUN
american_scientific_journal-2581	264	14	is	be	AUX
american_scientific_journal-2581	264	15	also	also	ADV
american_scientific_journal-2581	264	16	an	an	DET
american_scientific_journal-2581	264	17	excellent	excellent	ADJ
american_scientific_journal-2581	264	18	volatility	volatility	NOUN
american_scientific_journal-2581	264	19	model	model	NOUN
american_scientific_journal-2581	264	20	to	to	PART
american_scientific_journal-2581	264	21	be	be	AUX
american_scientific_journal-2581	264	22	used	use	VERB
american_scientific_journal-2581	264	23	with	with	ADP
american_scientific_journal-2581	264	24	a	a	DET
american_scientific_journal-2581	264	25	parametric	parametric	ADJ
american_scientific_journal-2581	264	26	skewed	skewed	ADJ
american_scientific_journal-2581	264	27	student	student	NOUN
american_scientific_journal-2581	264	28	distribution	distribution	NOUN
american_scientific_journal-2581	264	29	in	in	ADP
american_scientific_journal-2581	264	30	var	var	NOUN
american_scientific_journal-2581	264	31	forecasting	forecasting	NOUN
american_scientific_journal-2581	264	32	.	.	PUNCT
american_scientific_journal-2581	265	1	the	the	DET
american_scientific_journal-2581	265	2	results	result	NOUN
american_scientific_journal-2581	265	3	presented	present	VERB
american_scientific_journal-2581	265	4	here	here	ADV
american_scientific_journal-2581	265	5	should	should	AUX
american_scientific_journal-2581	265	6	be	be	AUX
american_scientific_journal-2581	265	7	of	of	ADP
american_scientific_journal-2581	265	8	american	american	ADJ
american_scientific_journal-2581	265	9	scientific	scientific	ADJ
american_scientific_journal-2581	265	10	research	research	NOUN
american_scientific_journal-2581	265	11	journal	journal	NOUN
american_scientific_journal-2581	265	12	for	for	ADP
american_scientific_journal-2581	265	13	engineering	engineering	NOUN
american_scientific_journal-2581	265	14	,	,	PUNCT
american_scientific_journal-2581	265	15	technology	technology	NOUN
american_scientific_journal-2581	265	16	,	,	PUNCT
american_scientific_journal-2581	265	17	and	and	CCONJ
american_scientific_journal-2581	265	18	sciences	science	NOUN
american_scientific_journal-2581	265	19	(	(	PUNCT
american_scientific_journal-2581	265	20	asrjets	asrjet	NOUN
american_scientific_journal-2581	265	21	)	)	PUNCT
american_scientific_journal-2581	265	22	(	(	PUNCT
american_scientific_journal-2581	265	23	2017	2017	NUM
american_scientific_journal-2581	265	24	)	)	PUNCT
american_scientific_journal-2581	265	25	volume	volume	NOUN
american_scientific_journal-2581	265	26	27	27	NUM
american_scientific_journal-2581	265	27	,	,	PUNCT
american_scientific_journal-2581	265	28	no	no	DET
american_scientific_journal-2581	265	29	1	1	NUM
american_scientific_journal-2581	265	30	,	,	PUNCT
american_scientific_journal-2581	265	31	pp	pp	ADV
american_scientific_journal-2581	265	32	213	213	NUM
american_scientific_journal-2581	265	33	-	-	SYM
american_scientific_journal-2581	265	34	233	233	NUM
american_scientific_journal-2581	265	35	231	231	NUM
american_scientific_journal-2581	265	36	interest	interest	NOUN
american_scientific_journal-2581	265	37	to	to	ADP
american_scientific_journal-2581	265	38	financial	financial	ADJ
american_scientific_journal-2581	265	39	institutions	institution	NOUN
american_scientific_journal-2581	265	40	.	.	PUNCT
american_scientific_journal-2581	266	1	a	a	DET
american_scientific_journal-2581	266	2	risk	risk	NOUN
american_scientific_journal-2581	266	3	manager	manager	NOUN
american_scientific_journal-2581	266	4	who	who	PRON
american_scientific_journal-2581	266	5	emphasizes	emphasize	VERB
american_scientific_journal-2581	266	6	var	var	NOUN
american_scientific_journal-2581	266	7	efficiency	efficiency	NOUN
american_scientific_journal-2581	266	8	without	without	ADP
american_scientific_journal-2581	266	9	disregarding	disregard	VERB
american_scientific_journal-2581	266	10	var	var	NOUN
american_scientific_journal-2581	266	11	accuracy	accuracy	NOUN
american_scientific_journal-2581	266	12	may	may	AUX
american_scientific_journal-2581	266	13	focus	focus	VERB
american_scientific_journal-2581	266	14	on	on	ADP
american_scientific_journal-2581	266	15	the	the	DET
american_scientific_journal-2581	266	16	use	use	NOUN
american_scientific_journal-2581	266	17	of	of	ADP
american_scientific_journal-2581	266	18	refined	refined	ADJ
american_scientific_journal-2581	266	19	fdqml	fdqml	NOUN
american_scientific_journal-2581	266	20	-	-	PUNCT
american_scientific_journal-2581	266	21	lmsv	lmsv	NOUN
american_scientific_journal-2581	266	22	model	model	NOUN
american_scientific_journal-2581	266	23	as	as	ADP
american_scientific_journal-2581	266	24	the	the	DET
american_scientific_journal-2581	266	25	realized	realize	VERB
american_scientific_journal-2581	266	26	volatility	volatility	NOUN
american_scientific_journal-2581	266	27	model	model	NOUN
american_scientific_journal-2581	266	28	.	.	PUNCT
american_scientific_journal-2581	267	1	however	however	ADV
american_scientific_journal-2581	267	2	,	,	PUNCT
american_scientific_journal-2581	267	3	the	the	DET
american_scientific_journal-2581	267	4	proposed	propose	VERB
american_scientific_journal-2581	267	5	model	model	NOUN
american_scientific_journal-2581	267	6	does	do	AUX
american_scientific_journal-2581	267	7	not	not	PART
american_scientific_journal-2581	267	8	consider	consider	VERB
american_scientific_journal-2581	267	9	the	the	DET
american_scientific_journal-2581	267	10	financial	financial	ADJ
american_scientific_journal-2581	267	11	series	series	NOUN
american_scientific_journal-2581	267	12	that	that	PRON
american_scientific_journal-2581	267	13	contains	contain	VERB
american_scientific_journal-2581	267	14	a	a	DET
american_scientific_journal-2581	267	15	structural	structural	ADJ
american_scientific_journal-2581	267	16	break	break	NOUN
american_scientific_journal-2581	267	17	.	.	PUNCT
american_scientific_journal-2581	268	1	it	it	PRON
american_scientific_journal-2581	268	2	would	would	AUX
american_scientific_journal-2581	268	3	be	be	AUX
american_scientific_journal-2581	268	4	interesting	interesting	ADJ
american_scientific_journal-2581	268	5	to	to	PART
american_scientific_journal-2581	268	6	see	see	VERB
american_scientific_journal-2581	268	7	what	what	DET
american_scientific_journal-2581	268	8	adjustment	adjustment	NOUN
american_scientific_journal-2581	268	9	to	to	PART
american_scientific_journal-2581	268	10	be	be	AUX
american_scientific_journal-2581	268	11	adapted	adapt	VERB
american_scientific_journal-2581	268	12	to	to	ADP
american_scientific_journal-2581	268	13	the	the	DET
american_scientific_journal-2581	268	14	lmsv	lmsv	PROPN
american_scientific_journal-2581	268	15	model	model	NOUN
american_scientific_journal-2581	268	16	to	to	PART
american_scientific_journal-2581	268	17	improve	improve	VERB
american_scientific_journal-2581	268	18	the	the	DET
american_scientific_journal-2581	268	19	volatility	volatility	NOUN
american_scientific_journal-2581	268	20	and	and	CCONJ
american_scientific_journal-2581	268	21	subsequently	subsequently	ADV
american_scientific_journal-2581	268	22	the	the	DET
american_scientific_journal-2581	268	23	var	var	PROPN
american_scientific_journal-2581	268	24	forecasting	forecasting	NOUN
american_scientific_journal-2581	268	25	.	.	PUNCT
american_scientific_journal-2581	269	1	acknowledgements	acknowledgement	NOUN
american_scientific_journal-2581	269	2	we	we	PRON
american_scientific_journal-2581	269	3	are	be	AUX
american_scientific_journal-2581	269	4	grateful	grateful	ADJ
american_scientific_journal-2581	269	5	for	for	ADP
american_scientific_journal-2581	269	6	the	the	DET
american_scientific_journal-2581	269	7	financial	financial	ADJ
american_scientific_journal-2581	269	8	support	support	NOUN
american_scientific_journal-2581	269	9	from	from	ADP
american_scientific_journal-2581	269	10	the	the	DET
american_scientific_journal-2581	269	11	ministry	ministry	PROPN
american_scientific_journal-2581	269	12	of	of	ADP
american_scientific_journal-2581	269	13	higher	high	ADJ
american_scientific_journal-2581	269	14	education	education	NOUN
american_scientific_journal-2581	269	15	malaysia	malaysia	PROPN
american_scientific_journal-2581	269	16	(	(	PUNCT
american_scientific_journal-2581	269	17	grant	grant	NOUN
american_scientific_journal-2581	269	18	:	:	PUNCT
american_scientific_journal-2581	269	19	frgs/1/2014	frgs/1/2014	NOUN
american_scientific_journal-2581	269	20	/	/	SYM
american_scientific_journal-2581	269	21	sg04	sg04	PROPN
american_scientific_journal-2581	269	22	/	/	SYM
american_scientific_journal-2581	269	23	unim/03/1	unim/03/1	PROPN
american_scientific_journal-2581	269	24	)	)	PUNCT
american_scientific_journal-2581	269	25	.	.	PUNCT
american_scientific_journal-2581	270	1	references	reference	NOUN
american_scientific_journal-2581	270	2	[	[	X
american_scientific_journal-2581	270	3	1	1	X
american_scientific_journal-2581	270	4	]	]	PUNCT
american_scientific_journal-2581	270	5	t.	t.	PROPN
american_scientific_journal-2581	270	6	g.	g.	PROPN
american_scientific_journal-2581	270	7	andersen	andersen	PROPN
american_scientific_journal-2581	270	8	and	and	CCONJ
american_scientific_journal-2581	270	9	t.	t.	PROPN
american_scientific_journal-2581	270	10	bollerslev	bollerslev	NOUN
american_scientific_journal-2581	270	11	,	,	PUNCT
american_scientific_journal-2581	270	12	“	"	PUNCT
american_scientific_journal-2581	270	13	answering	answer	VERB
american_scientific_journal-2581	270	14	the	the	DET
american_scientific_journal-2581	270	15	skeptics	skeptic	NOUN
american_scientific_journal-2581	270	16	:	:	PUNCT
american_scientific_journal-2581	270	17	yes	yes	INTJ
american_scientific_journal-2581	270	18	,	,	PUNCT
american_scientific_journal-2581	270	19	standard	standard	ADJ
american_scientific_journal-2581	270	20	volatility	volatility	NOUN
american_scientific_journal-2581	270	21	models	model	NOUN
american_scientific_journal-2581	270	22	do	do	AUX
american_scientific_journal-2581	270	23	provide	provide	VERB
american_scientific_journal-2581	270	24	accurate	accurate	ADJ
american_scientific_journal-2581	270	25	forecasts	forecast	NOUN
american_scientific_journal-2581	270	26	,	,	PUNCT
american_scientific_journal-2581	270	27	”	"	PUNCT
american_scientific_journal-2581	270	28	int	int	NOUN
american_scientific_journal-2581	270	29	.	.	PUNCT
american_scientific_journal-2581	271	1	rev	rev	PROPN
american_scientific_journal-2581	271	2	.	.	PROPN
american_scientific_journal-2581	271	3	econ	econ	PROPN
american_scientific_journal-2581	271	4	.	.	PROPN
american_scientific_journal-2581	271	5	,	,	PUNCT
american_scientific_journal-2581	271	6	vol	vol	NOUN
american_scientific_journal-2581	271	7	.	.	PROPN
american_scientific_journal-2581	271	8	39	39	NUM
american_scientific_journal-2581	271	9	,	,	PUNCT
american_scientific_journal-2581	271	10	pp	pp	PROPN
american_scientific_journal-2581	271	11	.	.	PUNCT
american_scientific_journal-2581	272	1	885–905	885–905	NUM
american_scientific_journal-2581	272	2	,	,	PUNCT
american_scientific_journal-2581	272	3	1998	1998	NUM
american_scientific_journal-2581	272	4	.	.	PUNCT
american_scientific_journal-2581	273	1	[	[	X
american_scientific_journal-2581	273	2	2	2	X
american_scientific_journal-2581	273	3	]	]	PUNCT
american_scientific_journal-2581	273	4	t.	t.	PROPN
american_scientific_journal-2581	273	5	g.	g.	PROPN
american_scientific_journal-2581	273	6	andersen	andersen	PROPN
american_scientific_journal-2581	273	7	,	,	PUNCT
american_scientific_journal-2581	273	8	t.	t.	PROPN
american_scientific_journal-2581	273	9	bollerslev	bollerslev	PROPN
american_scientific_journal-2581	273	10	,	,	PUNCT
american_scientific_journal-2581	273	11	f.	f.	PROPN
american_scientific_journal-2581	273	12	x.	x.	PROPN
american_scientific_journal-2581	273	13	diebold	diebold	PROPN
american_scientific_journal-2581	273	14	,	,	PUNCT
american_scientific_journal-2581	273	15	and	and	CCONJ
american_scientific_journal-2581	273	16	h.	h.	PROPN
american_scientific_journal-2581	273	17	ebens	ebens	PROPN
american_scientific_journal-2581	273	18	,	,	PUNCT
american_scientific_journal-2581	273	19	“	"	PUNCT
american_scientific_journal-2581	273	20	the	the	DET
american_scientific_journal-2581	273	21	distribution	distribution	NOUN
american_scientific_journal-2581	273	22	of	of	ADP
american_scientific_journal-2581	273	23	realized	realize	VERB
american_scientific_journal-2581	273	24	stock	stock	NOUN
american_scientific_journal-2581	273	25	returns	return	NOUN
american_scientific_journal-2581	273	26	volatility	volatility	NOUN
american_scientific_journal-2581	273	27	,	,	PUNCT
american_scientific_journal-2581	273	28	”	"	PUNCT
american_scientific_journal-2581	273	29	j.	j.	PROPN
american_scientific_journal-2581	273	30	financ	financ	PROPN
american_scientific_journal-2581	273	31	.	.	PUNCT
american_scientific_journal-2581	274	1	econ	econ	PROPN
american_scientific_journal-2581	274	2	.	.	PROPN
american_scientific_journal-2581	274	3	,	,	PUNCT
american_scientific_journal-2581	274	4	vol	vol	NOUN
american_scientific_journal-2581	274	5	.	.	PROPN
american_scientific_journal-2581	275	1	6	6	NUM
american_scientific_journal-2581	275	2	,	,	PUNCT
american_scientific_journal-2581	275	3	pp	pp	ADJ
american_scientific_journal-2581	275	4	.	.	PUNCT
american_scientific_journal-2581	276	1	43–76	43–76	NUM
american_scientific_journal-2581	276	2	,	,	PUNCT
american_scientific_journal-2581	276	3	2001	2001	NUM
american_scientific_journal-2581	276	4	.	.	PUNCT
american_scientific_journal-2581	277	1	[	[	X
american_scientific_journal-2581	277	2	3	3	X
american_scientific_journal-2581	277	3	]	]	X
american_scientific_journal-2581	277	4	o.	o.	PROPN
american_scientific_journal-2581	277	5	e.	e.	PROPN
american_scientific_journal-2581	277	6	barndorff	barndorff	PROPN
american_scientific_journal-2581	277	7	-	-	PUNCT
american_scientific_journal-2581	277	8	nielsen	nielsen	PROPN
american_scientific_journal-2581	277	9	and	and	CCONJ
american_scientific_journal-2581	277	10	n.	n.	PROPN
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american_scientific_journal-2581	277	12	,	,	PUNCT
american_scientific_journal-2581	277	13	“	"	PUNCT
american_scientific_journal-2581	277	14	econometric	econometric	ADJ
american_scientific_journal-2581	277	15	analysis	analysis	NOUN
american_scientific_journal-2581	277	16	of	of	ADP
american_scientific_journal-2581	277	17	realized	realize	VERB
american_scientific_journal-2581	277	18	volatility	volatility	NOUN
american_scientific_journal-2581	277	19	and	and	CCONJ
american_scientific_journal-2581	277	20	its	its	PRON
american_scientific_journal-2581	277	21	use	use	NOUN
american_scientific_journal-2581	277	22	in	in	ADP
american_scientific_journal-2581	277	23	estimating	estimate	VERB
american_scientific_journal-2581	277	24	stochastic	stochastic	ADJ
american_scientific_journal-2581	277	25	volatility	volatility	NOUN
american_scientific_journal-2581	277	26	models	model	NOUN
american_scientific_journal-2581	277	27	,	,	PUNCT
american_scientific_journal-2581	277	28	”	"	PUNCT
american_scientific_journal-2581	277	29	r.	r.	PROPN
american_scientific_journal-2581	277	30	stat	stat	PROPN
american_scientific_journal-2581	277	31	.	.	PUNCT
american_scientific_journal-2581	278	1	soc	soc	PROPN
american_scientific_journal-2581	278	2	.	.	PUNCT
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american_scientific_journal-2581	279	2	.	.	PUNCT
american_scientific_journal-2581	280	1	b	b	NUM
american_scientific_journal-2581	280	2	,	,	PUNCT
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american_scientific_journal-2581	280	4	.	.	PROPN
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american_scientific_journal-2581	281	2	,	,	PUNCT
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american_scientific_journal-2581	281	4	.	.	PUNCT
american_scientific_journal-2581	282	1	253–280	253–280	NUM
american_scientific_journal-2581	282	2	,	,	PUNCT
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american_scientific_journal-2581	282	4	.	.	PUNCT
american_scientific_journal-2581	283	1	[	[	X
american_scientific_journal-2581	283	2	4	4	X
american_scientific_journal-2581	283	3	]	]	PUNCT
american_scientific_journal-2581	283	4	m.	m.	NOUN
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american_scientific_journal-2581	283	6	,	,	PUNCT
american_scientific_journal-2581	283	7	“	"	PUNCT
american_scientific_journal-2581	283	8	measuring	measure	VERB
american_scientific_journal-2581	283	9	and	and	CCONJ
american_scientific_journal-2581	283	10	forecasting	forecasting	NOUN
american_scientific_journal-2581	283	11	s&p	s&p	PROPN
american_scientific_journal-2581	283	12	500	500	NUM
american_scientific_journal-2581	283	13	index	index	NOUN
american_scientific_journal-2581	283	14	-	-	PUNCT
american_scientific_journal-2581	283	15	futures	future	NOUN
american_scientific_journal-2581	283	16	volatility	volatility	NOUN
american_scientific_journal-2581	283	17	using	use	VERB
american_scientific_journal-2581	283	18	high	high	ADJ
american_scientific_journal-2581	283	19	-	-	PUNCT
american_scientific_journal-2581	283	20	frequency	frequency	NOUN
american_scientific_journal-2581	283	21	data	datum	NOUN
american_scientific_journal-2581	283	22	,	,	PUNCT
american_scientific_journal-2581	283	23	”	"	PUNCT
american_scientific_journal-2581	283	24	j.	j.	PROPN
american_scientific_journal-2581	283	25	futur	futur	PROPN
american_scientific_journal-2581	283	26	.	.	PUNCT
american_scientific_journal-2581	284	1	mark	mark	PROPN
american_scientific_journal-2581	284	2	.	.	PUNCT
american_scientific_journal-2581	285	1	,	,	PUNCT
american_scientific_journal-2581	285	2	vol	vol	NOUN
american_scientific_journal-2581	285	3	.	.	PROPN
american_scientific_journal-2581	286	1	22	22	NUM
american_scientific_journal-2581	286	2	,	,	PUNCT
american_scientific_journal-2581	286	3	pp	pp	ADJ
american_scientific_journal-2581	286	4	.	.	PUNCT
american_scientific_journal-2581	287	1	497–518	497–518	NUM
american_scientific_journal-2581	287	2	,	,	PUNCT
american_scientific_journal-2581	287	3	2002	2002	NUM
american_scientific_journal-2581	287	4	.	.	PUNCT
american_scientific_journal-2581	288	1	[	[	X
american_scientific_journal-2581	288	2	5	5	X
american_scientific_journal-2581	288	3	]	]	PUNCT
american_scientific_journal-2581	288	4	s.	s.	PROPN
american_scientific_journal-2581	288	5	j.	j.	PROPN
american_scientific_journal-2581	288	6	koopman	koopman	PROPN
american_scientific_journal-2581	288	7	,	,	PUNCT
american_scientific_journal-2581	288	8	b.	b.	PROPN
american_scientific_journal-2581	288	9	jungbacker	jungbacker	PROPN
american_scientific_journal-2581	288	10	,	,	PUNCT
american_scientific_journal-2581	288	11	and	and	CCONJ
american_scientific_journal-2581	288	12	e.	e.	PROPN
american_scientific_journal-2581	288	13	hol	hol	PROPN
american_scientific_journal-2581	288	14	,	,	PUNCT
american_scientific_journal-2581	288	15	“	"	PUNCT
american_scientific_journal-2581	288	16	forecasting	forecast	VERB
american_scientific_journal-2581	288	17	daily	daily	ADJ
american_scientific_journal-2581	288	18	variability	variability	NOUN
american_scientific_journal-2581	288	19	of	of	ADP
american_scientific_journal-2581	288	20	the	the	DET
american_scientific_journal-2581	288	21	s&p100	s&p100	NOUN
american_scientific_journal-2581	288	22	stock	stock	NOUN
american_scientific_journal-2581	288	23	index	index	NOUN
american_scientific_journal-2581	288	24	using	use	VERB
american_scientific_journal-2581	288	25	historical	historical	ADJ
american_scientific_journal-2581	288	26	,	,	PUNCT
american_scientific_journal-2581	288	27	realised	realise	VERB
american_scientific_journal-2581	288	28	and	and	CCONJ
american_scientific_journal-2581	288	29	implied	imply	VERB
american_scientific_journal-2581	288	30	volatility	volatility	NOUN
american_scientific_journal-2581	288	31	measurements	measurement	NOUN
american_scientific_journal-2581	288	32	,	,	PUNCT
american_scientific_journal-2581	288	33	”	"	PUNCT
american_scientific_journal-2581	288	34	j.	j.	PROPN
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american_scientific_journal-2581	288	36	.	.	PUNCT
american_scientific_journal-2581	289	1	financ	financ	PROPN
american_scientific_journal-2581	289	2	.	.	PUNCT
american_scientific_journal-2581	289	3	,	,	PUNCT
american_scientific_journal-2581	289	4	vol	vol	NOUN
american_scientific_journal-2581	289	5	.	.	PROPN
american_scientific_journal-2581	289	6	12	12	NUM
american_scientific_journal-2581	289	7	,	,	PUNCT
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american_scientific_journal-2581	289	9	.	.	PUNCT
american_scientific_journal-2581	290	1	445–475	445–475	NUM
american_scientific_journal-2581	290	2	,	,	PUNCT
american_scientific_journal-2581	290	3	2005	2005	NUM
american_scientific_journal-2581	290	4	.	.	PUNCT
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american_scientific_journal-2581	291	2	6	6	NUM
american_scientific_journal-2581	291	3	]	]	PUNCT
american_scientific_journal-2581	291	4	m.	m.	NOUN
american_scientific_journal-2581	291	5	martens	martens	PROPN
american_scientific_journal-2581	291	6	,	,	PUNCT
american_scientific_journal-2581	291	7	d.	d.	PROPN
american_scientific_journal-2581	291	8	dijk	dijk	PROPN
american_scientific_journal-2581	291	9	,	,	PUNCT
american_scientific_journal-2581	291	10	and	and	CCONJ
american_scientific_journal-2581	291	11	m.	m.	NOUN
american_scientific_journal-2581	291	12	pooter	pooter	PROPN
american_scientific_journal-2581	291	13	,	,	PUNCT
american_scientific_journal-2581	291	14	“	"	PUNCT
american_scientific_journal-2581	291	15	forecasting	forecast	VERB
american_scientific_journal-2581	291	16	s&p	s&p	PROPN
american_scientific_journal-2581	291	17	500	500	NUM
american_scientific_journal-2581	291	18	volatility	volatility	NOUN
american_scientific_journal-2581	291	19	:	:	PUNCT
american_scientific_journal-2581	291	20	long	long	ADJ
american_scientific_journal-2581	291	21	memory	memory	NOUN
american_scientific_journal-2581	291	22	,	,	PUNCT
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american_scientific_journal-2581	291	24	shifts	shift	NOUN
american_scientific_journal-2581	291	25	,	,	PUNCT
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american_scientific_journal-2581	291	27	effects	effect	NOUN
american_scientific_journal-2581	291	28	,	,	PUNCT
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american_scientific_journal-2581	291	30	of	of	ADP
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american_scientific_journal-2581	291	33	seasonality	seasonality	NOUN
american_scientific_journal-2581	291	34	and	and	CCONJ
american_scientific_journal-2581	291	35	macroeconomic	macroeconomic	ADJ
american_scientific_journal-2581	291	36	announcements	announcement	NOUN
american_scientific_journal-2581	291	37	,	,	PUNCT
american_scientific_journal-2581	291	38	”	"	PUNCT
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american_scientific_journal-2581	291	40	.	.	PUNCT
american_scientific_journal-2581	292	1	j.	j.	PROPN
american_scientific_journal-2581	292	2	forecast	forecast	PROPN
american_scientific_journal-2581	292	3	.	.	PUNCT
american_scientific_journal-2581	293	1	,	,	PUNCT
american_scientific_journal-2581	293	2	vol	vol	NOUN
american_scientific_journal-2581	293	3	.	.	PROPN
american_scientific_journal-2581	294	1	25	25	NUM
american_scientific_journal-2581	294	2	,	,	PUNCT
american_scientific_journal-2581	294	3	pp	pp	ADJ
american_scientific_journal-2581	294	4	.	.	PUNCT
american_scientific_journal-2581	295	1	282–303	282–303	NUM
american_scientific_journal-2581	295	2	,	,	PUNCT
american_scientific_journal-2581	295	3	2009	2009	NUM
american_scientific_journal-2581	295	4	.	.	PUNCT
american_scientific_journal-2581	296	1	[	[	X
american_scientific_journal-2581	296	2	7	7	X
american_scientific_journal-2581	296	3	]	]	X
american_scientific_journal-2581	296	4	p.	p.	NOUN
american_scientific_journal-2581	296	5	giot	giot	NOUN
american_scientific_journal-2581	296	6	and	and	CCONJ
american_scientific_journal-2581	296	7	s.	s.	PROPN
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american_scientific_journal-2581	296	9	,	,	PUNCT
american_scientific_journal-2581	296	10	“	"	PUNCT
american_scientific_journal-2581	296	11	modeling	model	VERB
american_scientific_journal-2581	296	12	daily	daily	ADJ
american_scientific_journal-2581	296	13	value	value	NOUN
american_scientific_journal-2581	296	14	-	-	PUNCT
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american_scientific_journal-2581	296	16	-	-	PUNCT
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american_scientific_journal-2581	296	18	using	use	VERB
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american_scientific_journal-2581	296	21	and	and	CCONJ
american_scientific_journal-2581	296	22	arch	arch	ADJ
american_scientific_journal-2581	296	23	type	type	NOUN
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american_scientific_journal-2581	296	25	,	,	PUNCT
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american_scientific_journal-2581	296	29	.	.	PUNCT
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american_scientific_journal-2581	297	2	.	.	PUNCT
american_scientific_journal-2581	297	3	,	,	PUNCT
american_scientific_journal-2581	297	4	vol	vol	NOUN
american_scientific_journal-2581	297	5	.	.	PROPN
american_scientific_journal-2581	297	6	11	11	NUM
american_scientific_journal-2581	297	7	,	,	PUNCT
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american_scientific_journal-2581	297	9	.	.	PUNCT
american_scientific_journal-2581	298	1	379–398	379–398	NUM
american_scientific_journal-2581	298	2	,	,	PUNCT
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american_scientific_journal-2581	298	4	.	.	PUNCT
american_scientific_journal-2581	299	1	[	[	X
american_scientific_journal-2581	299	2	8	8	NUM
american_scientific_journal-2581	299	3	]	]	X
american_scientific_journal-2581	299	4	d.	d.	PROPN
american_scientific_journal-2581	299	5	p.	p.	PROPN
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american_scientific_journal-2581	299	7	,	,	PUNCT
american_scientific_journal-2581	299	8	s.	s.	PROPN
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american_scientific_journal-2581	299	10	-	-	PUNCT
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american_scientific_journal-2581	299	12	,	,	PUNCT
american_scientific_journal-2581	299	13	and	and	CCONJ
american_scientific_journal-2581	299	14	a.	a.	PROPN
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american_scientific_journal-2581	299	17	,	,	PUNCT
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american_scientific_journal-2581	299	21	models	model	NOUN
american_scientific_journal-2581	299	22	and	and	CCONJ
american_scientific_journal-2581	299	23	alternative	alternative	ADJ
american_scientific_journal-2581	299	24	value	value	NOUN
american_scientific_journal-2581	299	25	-	-	PUNCT
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american_scientific_journal-2581	299	27	-	-	PUNCT
american_scientific_journal-2581	299	28	risk	risk	NOUN
american_scientific_journal-2581	299	29	prediction	prediction	NOUN
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american_scientific_journal-2581	299	31	,	,	PUNCT
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american_scientific_journal-2581	299	36	.	.	PUNCT
american_scientific_journal-2581	300	1	,	,	PUNCT
american_scientific_journal-2581	300	2	vol	vol	NOUN
american_scientific_journal-2581	300	3	.	.	PROPN
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american_scientific_journal-2581	300	5	,	,	PUNCT
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american_scientific_journal-2581	300	7	.	.	PUNCT
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american_scientific_journal-2581	301	2	,	,	PUNCT
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american_scientific_journal-2581	301	4	.	.	PUNCT
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american_scientific_journal-2581	302	3	]	]	X
american_scientific_journal-2581	302	4	j.	j.	PROPN
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american_scientific_journal-2581	302	9	,	,	PUNCT
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american_scientific_journal-2581	302	13	frequency	frequency	NOUN
american_scientific_journal-2581	302	14	data	datum	NOUN
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american_scientific_journal-2581	302	17	-	-	ADJ
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american_scientific_journal-2581	302	19	models	model	NOUN
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american_scientific_journal-2581	302	21	forecasting	forecast	VERB
american_scientific_journal-2581	302	22	energy	energy	NOUN
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american_scientific_journal-2581	302	24	volatility	volatility	NOUN
american_scientific_journal-2581	302	25	,	,	PUNCT
american_scientific_journal-2581	302	26	”	"	PUNCT
american_scientific_journal-2581	302	27	expert	expert	NOUN
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american_scientific_journal-2581	302	29	.	.	PUNCT
american_scientific_journal-2581	303	1	with	with	ADP
american_scientific_journal-2581	303	2	appl	appl	PROPN
american_scientific_journal-2581	303	3	.	.	PROPN
american_scientific_journal-2581	303	4	,	,	PUNCT
american_scientific_journal-2581	303	5	vol	vol	NOUN
american_scientific_journal-2581	303	6	.	.	PROPN
american_scientific_journal-2581	303	7	55	55	NUM
american_scientific_journal-2581	303	8	,	,	PUNCT
american_scientific_journal-2581	303	9	pp	pp	ADJ
american_scientific_journal-2581	303	10	.	.	PUNCT
american_scientific_journal-2581	304	1	222–242	222–242	NUM
american_scientific_journal-2581	304	2	,	,	PUNCT
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american_scientific_journal-2581	304	4	.	.	PUNCT
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american_scientific_journal-2581	305	3	]	]	X
american_scientific_journal-2581	305	4	r.	r.	PROPN
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american_scientific_journal-2581	305	6	,	,	PUNCT
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american_scientific_journal-2581	305	9	,	,	PUNCT
american_scientific_journal-2581	305	10	and	and	CCONJ
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american_scientific_journal-2581	305	13	,	,	PUNCT
american_scientific_journal-2581	305	14	“	"	PUNCT
american_scientific_journal-2581	305	15	forecasting	forecast	VERB
american_scientific_journal-2581	305	16	realized	realize	VERB
american_scientific_journal-2581	305	17	volatility	volatility	NOUN
american_scientific_journal-2581	305	18	using	use	VERB
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american_scientific_journal-2581	305	21	-	-	PUNCT
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american_scientific_journal-2581	305	24	american	american	ADJ
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american_scientific_journal-2581	305	28	for	for	ADP
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american_scientific_journal-2581	305	32	,	,	PUNCT
american_scientific_journal-2581	305	33	and	and	CCONJ
american_scientific_journal-2581	305	34	sciences	science	NOUN
american_scientific_journal-2581	305	35	(	(	PUNCT
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american_scientific_journal-2581	305	49	-	-	SYM
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american_scientific_journal-2581	305	70	,	,	PUNCT
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american_scientific_journal-2581	305	72	.	.	PUNCT
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american_scientific_journal-2581	306	2	,	,	PUNCT
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american_scientific_journal-2581	306	4	.	.	PUNCT
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american_scientific_journal-2581	307	4	f.	f.	PROPN
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american_scientific_journal-2581	307	6	,	,	PUNCT
american_scientific_journal-2581	307	7	“	"	PUNCT
american_scientific_journal-2581	307	8	a	a	DET
american_scientific_journal-2581	307	9	simple	simple	ADJ
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american_scientific_journal-2581	307	11	long	long	ADJ
american_scientific_journal-2581	307	12	-	-	PUNCT
american_scientific_journal-2581	307	13	memory	memory	NOUN
american_scientific_journal-2581	307	14	model	model	NOUN
american_scientific_journal-2581	307	15	of	of	ADP
american_scientific_journal-2581	307	16	realized	realize	VERB
american_scientific_journal-2581	307	17	volatility	volatility	NOUN
american_scientific_journal-2581	307	18	,	,	PUNCT
american_scientific_journal-2581	307	19	”	"	PUNCT
american_scientific_journal-2581	307	20	j.	j.	PROPN
american_scientific_journal-2581	307	21	financ	financ	PROPN
american_scientific_journal-2581	307	22	.	.	PUNCT
american_scientific_journal-2581	308	1	econom	econom	PROPN
american_scientific_journal-2581	308	2	.	.	PROPN
american_scientific_journal-2581	308	3	,	,	PUNCT
american_scientific_journal-2581	308	4	vol	vol	NOUN
american_scientific_journal-2581	308	5	.	.	PROPN
american_scientific_journal-2581	308	6	7	7	NUM
american_scientific_journal-2581	308	7	,	,	PUNCT
american_scientific_journal-2581	308	8	no	no	INTJ
american_scientific_journal-2581	308	9	.	.	NOUN
american_scientific_journal-2581	308	10	2	2	NUM
american_scientific_journal-2581	308	11	,	,	PUNCT
american_scientific_journal-2581	308	12	p.	p.	NOUN
american_scientific_journal-2581	308	13	174–196	174–196	NUM
american_scientific_journal-2581	308	14	.	.	PROPN
american_scientific_journal-2581	308	15	,	,	PUNCT
american_scientific_journal-2581	308	16	2009	2009	NUM
american_scientific_journal-2581	308	17	.	.	PUNCT
american_scientific_journal-2581	309	1	[	[	X
american_scientific_journal-2581	309	2	12	12	NUM
american_scientific_journal-2581	309	3	]	]	PUNCT
american_scientific_journal-2581	309	4	t.	t.	PROPN
american_scientific_journal-2581	309	5	g.	g.	PROPN
american_scientific_journal-2581	309	6	andersen	andersen	PROPN
american_scientific_journal-2581	309	7	,	,	PUNCT
american_scientific_journal-2581	309	8	t.	t.	PROPN
american_scientific_journal-2581	309	9	bollerslev	bollerslev	PROPN
american_scientific_journal-2581	309	10	,	,	PUNCT
american_scientific_journal-2581	309	11	f.	f.	PROPN
american_scientific_journal-2581	309	12	x.	x.	PROPN
american_scientific_journal-2581	309	13	diebold	diebold	PROPN
american_scientific_journal-2581	309	14	,	,	PUNCT
american_scientific_journal-2581	309	15	and	and	CCONJ
american_scientific_journal-2581	309	16	p.	p.	NOUN
american_scientific_journal-2581	309	17	labys	laby	NOUN
american_scientific_journal-2581	309	18	,	,	PUNCT
american_scientific_journal-2581	309	19	“	"	PUNCT
american_scientific_journal-2581	309	20	modeling	modeling	NOUN
american_scientific_journal-2581	309	21	and	and	CCONJ
american_scientific_journal-2581	309	22	forecasting	forecasting	NOUN
american_scientific_journal-2581	309	23	realized	realize	VERB
american_scientific_journal-2581	309	24	volatility	volatility	NOUN
american_scientific_journal-2581	309	25	,	,	PUNCT
american_scientific_journal-2581	309	26	”	"	PUNCT
american_scientific_journal-2581	309	27	econometrica	econometrica	PROPN
american_scientific_journal-2581	309	28	,	,	PUNCT
american_scientific_journal-2581	309	29	vol	vol	NOUN
american_scientific_journal-2581	309	30	.	.	PROPN
american_scientific_journal-2581	310	1	71	71	NUM
american_scientific_journal-2581	310	2	,	,	PUNCT
american_scientific_journal-2581	310	3	no	no	INTJ
american_scientific_journal-2581	310	4	.	.	NOUN
american_scientific_journal-2581	310	5	2	2	NUM
american_scientific_journal-2581	310	6	,	,	PUNCT
american_scientific_journal-2581	310	7	pp	pp	ADJ
american_scientific_journal-2581	310	8	.	.	PUNCT
american_scientific_journal-2581	311	1	579–625	579–625	NUM
american_scientific_journal-2581	311	2	,	,	PUNCT
american_scientific_journal-2581	311	3	2003	2003	NUM
american_scientific_journal-2581	311	4	.	.	PUNCT
american_scientific_journal-2581	312	1	[	[	X
american_scientific_journal-2581	312	2	13	13	NUM
american_scientific_journal-2581	312	3	]	]	X
american_scientific_journal-2581	312	4	b.	b.	PROPN
american_scientific_journal-2581	312	5	cabdelon	cabdelon	PROPN
american_scientific_journal-2581	312	6	and	and	CCONJ
american_scientific_journal-2581	312	7	l.	l.	PROPN
american_scientific_journal-2581	312	8	a.	a.	PROPN
american_scientific_journal-2581	312	9	gil	gil	PROPN
american_scientific_journal-2581	312	10	-	-	PROPN
american_scientific_journal-2581	312	11	alana	alana	PROPN
american_scientific_journal-2581	312	12	,	,	PUNCT
american_scientific_journal-2581	312	13	“	"	PUNCT
american_scientific_journal-2581	312	14	fractional	fractional	ADJ
american_scientific_journal-2581	312	15	integration	integration	NOUN
american_scientific_journal-2581	312	16	and	and	CCONJ
american_scientific_journal-2581	312	17	business	business	NOUN
american_scientific_journal-2581	312	18	cycle	cycle	NOUN
american_scientific_journal-2581	312	19	features	feature	NOUN
american_scientific_journal-2581	312	20	,	,	PUNCT
american_scientific_journal-2581	312	21	”	"	PUNCT
american_scientific_journal-2581	312	22	empir	empir	PROPN
american_scientific_journal-2581	312	23	.	.	PUNCT
american_scientific_journal-2581	313	1	econ	econ	PROPN
american_scientific_journal-2581	313	2	.	.	PROPN
american_scientific_journal-2581	313	3	,	,	PUNCT
american_scientific_journal-2581	313	4	vol	vol	NOUN
american_scientific_journal-2581	313	5	.	.	PROPN
american_scientific_journal-2581	313	6	29	29	NUM
american_scientific_journal-2581	313	7	,	,	PUNCT
american_scientific_journal-2581	313	8	pp	pp	ADJ
american_scientific_journal-2581	313	9	.	.	PUNCT
american_scientific_journal-2581	314	1	1–17	1–17	NOUN
american_scientific_journal-2581	314	2	,	,	PUNCT
american_scientific_journal-2581	314	3	2004	2004	NUM
american_scientific_journal-2581	314	4	.	.	PUNCT
american_scientific_journal-2581	315	1	[	[	X
american_scientific_journal-2581	315	2	14	14	NUM
american_scientific_journal-2581	315	3	]	]	X
american_scientific_journal-2581	315	4	g.	g.	PROPN
american_scientific_journal-2581	315	5	m.	m.	NOUN
american_scientific_journal-2581	315	6	caporale	caporale	PROPN
american_scientific_journal-2581	315	7	,	,	PUNCT
american_scientific_journal-2581	315	8	j.	j.	PROPN
american_scientific_journal-2581	315	9	cunado	cunado	PROPN
american_scientific_journal-2581	315	10	,	,	PUNCT
american_scientific_journal-2581	315	11	and	and	CCONJ
american_scientific_journal-2581	315	12	l.	l.	PROPN
american_scientific_journal-2581	315	13	a.	a.	PROPN
american_scientific_journal-2581	315	14	gil	gil	PROPN
american_scientific_journal-2581	315	15	-	-	PROPN
american_scientific_journal-2581	315	16	alana	alana	PROPN
american_scientific_journal-2581	315	17	,	,	PUNCT
american_scientific_journal-2581	315	18	“	"	PUNCT
american_scientific_journal-2581	315	19	modelling	model	VERB
american_scientific_journal-2581	315	20	long	long	ADJ
american_scientific_journal-2581	315	21	-	-	PUNCT
american_scientific_journal-2581	315	22	run	run	VERB
american_scientific_journal-2581	315	23	trends	trend	NOUN
american_scientific_journal-2581	315	24	and	and	CCONJ
american_scientific_journal-2581	315	25	cycles	cycle	NOUN
american_scientific_journal-2581	315	26	in	in	ADP
american_scientific_journal-2581	315	27	financial	financial	ADJ
american_scientific_journal-2581	315	28	time	time	NOUN
american_scientific_journal-2581	315	29	series	series	PROPN
american_scientific_journal-2581	315	30	data	data	PROPN
american_scientific_journal-2581	315	31	,	,	PUNCT
american_scientific_journal-2581	315	32	”	"	PUNCT
american_scientific_journal-2581	315	33	j.	j.	PROPN
american_scientific_journal-2581	315	34	time	time	PROPN
american_scientific_journal-2581	315	35	ser	ser	PROPN
american_scientific_journal-2581	315	36	.	.	PUNCT
american_scientific_journal-2581	316	1	anal	anal	PROPN
american_scientific_journal-2581	316	2	.	.	PUNCT
american_scientific_journal-2581	316	3	,	,	PUNCT
american_scientific_journal-2581	316	4	vol	vol	NOUN
american_scientific_journal-2581	316	5	.	.	PROPN
american_scientific_journal-2581	317	1	34	34	NUM
american_scientific_journal-2581	317	2	,	,	PUNCT
american_scientific_journal-2581	317	3	pp	pp	ADJ
american_scientific_journal-2581	317	4	.	.	PUNCT
american_scientific_journal-2581	318	1	405–421	405–421	NUM
american_scientific_journal-2581	318	2	,	,	PUNCT
american_scientific_journal-2581	318	3	2013	2013	NUM
american_scientific_journal-2581	318	4	.	.	PUNCT
american_scientific_journal-2581	319	1	[	[	X
american_scientific_journal-2581	319	2	15	15	NUM
american_scientific_journal-2581	319	3	]	]	X
american_scientific_journal-2581	319	4	s.	s.	PROPN
american_scientific_journal-2581	319	5	bivona	bivona	PROPN
american_scientific_journal-2581	319	6	,	,	PUNCT
american_scientific_journal-2581	319	7	g.	g.	PROPN
american_scientific_journal-2581	319	8	bonanno	bonanno	PROPN
american_scientific_journal-2581	319	9	,	,	PUNCT
american_scientific_journal-2581	319	10	r.	r.	PROPN
american_scientific_journal-2581	319	11	burlon	burlon	PROPN
american_scientific_journal-2581	319	12	,	,	PUNCT
american_scientific_journal-2581	319	13	d.	d.	PROPN
american_scientific_journal-2581	319	14	gurrera	gurrera	PROPN
american_scientific_journal-2581	319	15	,	,	PUNCT
american_scientific_journal-2581	319	16	and	and	CCONJ
american_scientific_journal-2581	319	17	c.	c.	PROPN
american_scientific_journal-2581	319	18	leone	leone	PROPN
american_scientific_journal-2581	319	19	,	,	PUNCT
american_scientific_journal-2581	319	20	“	"	PUNCT
american_scientific_journal-2581	319	21	stochastic	stochastic	ADJ
american_scientific_journal-2581	319	22	models	model	NOUN
american_scientific_journal-2581	319	23	for	for	ADP
american_scientific_journal-2581	319	24	wind	wind	NOUN
american_scientific_journal-2581	319	25	speed	speed	NOUN
american_scientific_journal-2581	319	26	forecasting	forecasting	NOUN
american_scientific_journal-2581	319	27	,	,	PUNCT
american_scientific_journal-2581	319	28	”	"	PUNCT
american_scientific_journal-2581	319	29	energy	energy	NOUN
american_scientific_journal-2581	319	30	convers	conver	NOUN
american_scientific_journal-2581	319	31	.	.	PUNCT
american_scientific_journal-2581	320	1	manag	manag	PROPN
american_scientific_journal-2581	320	2	.	.	PROPN
american_scientific_journal-2581	320	3	,	,	PUNCT
american_scientific_journal-2581	320	4	vol	vol	NOUN
american_scientific_journal-2581	320	5	.	.	PROPN
american_scientific_journal-2581	320	6	52	52	NUM
american_scientific_journal-2581	320	7	,	,	PUNCT
american_scientific_journal-2581	320	8	pp	pp	ADJ
american_scientific_journal-2581	320	9	.	.	PUNCT
american_scientific_journal-2581	321	1	1157–1165	1157–1165	NUM
american_scientific_journal-2581	321	2	,	,	PUNCT
american_scientific_journal-2581	321	3	2011	2011	NUM
american_scientific_journal-2581	321	4	.	.	PUNCT
american_scientific_journal-2581	322	1	[	[	X
american_scientific_journal-2581	322	2	16	16	NUM
american_scientific_journal-2581	322	3	]	]	X
american_scientific_journal-2581	322	4	n.	n.	PROPN
american_scientific_journal-2581	322	5	demiris	demiris	PROPN
american_scientific_journal-2581	322	6	,	,	PUNCT
american_scientific_journal-2581	322	7	d.	d.	PROPN
american_scientific_journal-2581	322	8	lunn	lunn	PROPN
american_scientific_journal-2581	322	9	,	,	PUNCT
american_scientific_journal-2581	322	10	and	and	CCONJ
american_scientific_journal-2581	322	11	l.	l.	PROPN
american_scientific_journal-2581	322	12	d.	d.	PROPN
american_scientific_journal-2581	322	13	sharples	sharples	PROPN
american_scientific_journal-2581	322	14	,	,	PUNCT
american_scientific_journal-2581	322	15	“	"	PUNCT
american_scientific_journal-2581	322	16	survival	survival	ADJ
american_scientific_journal-2581	322	17	extrapolation	extrapolation	NOUN
american_scientific_journal-2581	322	18	using	use	VERB
american_scientific_journal-2581	322	19	the	the	DET
american_scientific_journal-2581	322	20	poly	poly	ADJ
american_scientific_journal-2581	322	21	-	-	PUNCT
american_scientific_journal-2581	322	22	weibull	weibull	NOUN
american_scientific_journal-2581	322	23	model	model	NOUN
american_scientific_journal-2581	322	24	,	,	PUNCT
american_scientific_journal-2581	322	25	”	"	PUNCT
american_scientific_journal-2581	322	26	stat	stat	NOUN
american_scientific_journal-2581	322	27	.	.	PUNCT
american_scientific_journal-2581	323	1	methods	method	NOUN
american_scientific_journal-2581	323	2	med	me	VERB
american_scientific_journal-2581	323	3	.	.	PUNCT
american_scientific_journal-2581	324	1	res	re	NOUN
american_scientific_journal-2581	324	2	.	.	PROPN
american_scientific_journal-2581	324	3	,	,	PUNCT
american_scientific_journal-2581	324	4	vol	vol	NOUN
american_scientific_journal-2581	324	5	.	.	PROPN
american_scientific_journal-2581	325	1	24	24	NUM
american_scientific_journal-2581	325	2	,	,	PUNCT
american_scientific_journal-2581	325	3	no	no	INTJ
american_scientific_journal-2581	325	4	.	.	NOUN
american_scientific_journal-2581	325	5	2	2	NUM
american_scientific_journal-2581	325	6	,	,	PUNCT
american_scientific_journal-2581	325	7	pp	pp	ADJ
american_scientific_journal-2581	325	8	.	.	PUNCT
american_scientific_journal-2581	326	1	287–301	287–301	NUM
american_scientific_journal-2581	326	2	,	,	PUNCT
american_scientific_journal-2581	326	3	2015	2015	NUM
american_scientific_journal-2581	326	4	.	.	PUNCT
american_scientific_journal-2581	327	1	[	[	X
american_scientific_journal-2581	327	2	17	17	NUM
american_scientific_journal-2581	327	3	]	]	PUNCT
american_scientific_journal-2581	327	4	s.	s.	PROPN
american_scientific_journal-2581	327	5	h.	h.	PROPN
american_scientific_journal-2581	327	6	feizjavadian	feizjavadian	PROPN
american_scientific_journal-2581	327	7	and	and	CCONJ
american_scientific_journal-2581	327	8	r.	r.	PROPN
american_scientific_journal-2581	327	9	hashemi	hashemi	PROPN
american_scientific_journal-2581	327	10	,	,	PUNCT
american_scientific_journal-2581	327	11	“	"	PUNCT
american_scientific_journal-2581	327	12	analysis	analysis	NOUN
american_scientific_journal-2581	327	13	of	of	ADP
american_scientific_journal-2581	327	14	dependent	dependent	ADJ
american_scientific_journal-2581	327	15	competing	compete	VERB
american_scientific_journal-2581	327	16	risks	risk	NOUN
american_scientific_journal-2581	327	17	in	in	ADP
american_scientific_journal-2581	327	18	the	the	DET
american_scientific_journal-2581	327	19	presence	presence	NOUN
american_scientific_journal-2581	327	20	of	of	ADP
american_scientific_journal-2581	327	21	progressive	progressive	ADJ
american_scientific_journal-2581	327	22	hybrid	hybrid	NOUN
american_scientific_journal-2581	327	23	censoring	censor	VERB
american_scientific_journal-2581	327	24	using	use	VERB
american_scientific_journal-2581	327	25	marshall	marshall	NOUN
american_scientific_journal-2581	327	26	-	-	PUNCT
american_scientific_journal-2581	327	27	olkin	olkin	PROPN
american_scientific_journal-2581	327	28	bivariate	bivariate	ADJ
american_scientific_journal-2581	327	29	weibull	weibull	NOUN
american_scientific_journal-2581	327	30	distribution	distribution	NOUN
american_scientific_journal-2581	327	31	,	,	PUNCT
american_scientific_journal-2581	327	32	”	"	PUNCT
american_scientific_journal-2581	327	33	comput	comput	NOUN
american_scientific_journal-2581	327	34	.	.	PUNCT
american_scientific_journal-2581	328	1	stat	stat	PROPN
american_scientific_journal-2581	328	2	.	.	PUNCT
american_scientific_journal-2581	329	1	data	data	PROPN
american_scientific_journal-2581	329	2	anal	anal	PROPN
american_scientific_journal-2581	329	3	.	.	PUNCT
american_scientific_journal-2581	329	4	,	,	PUNCT
american_scientific_journal-2581	329	5	vol	vol	NOUN
american_scientific_journal-2581	329	6	.	.	PROPN
american_scientific_journal-2581	329	7	82	82	NUM
american_scientific_journal-2581	329	8	,	,	PUNCT
american_scientific_journal-2581	329	9	pp	pp	ADJ
american_scientific_journal-2581	329	10	.	.	PUNCT
american_scientific_journal-2581	330	1	19–34	19–34	NUM
american_scientific_journal-2581	330	2	,	,	PUNCT
american_scientific_journal-2581	330	3	2015	2015	NUM
american_scientific_journal-2581	330	4	.	.	PUNCT
american_scientific_journal-2581	331	1	[	[	X
american_scientific_journal-2581	331	2	18	18	NUM
american_scientific_journal-2581	331	3	]	]	X
american_scientific_journal-2581	331	4	n.	n.	PROPN
american_scientific_journal-2581	331	5	balakrishnan	balakrishnan	PROPN
american_scientific_journal-2581	331	6	and	and	CCONJ
american_scientific_journal-2581	331	7	m.	m.	PROPN
american_scientific_journal-2581	331	8	h.	h.	PROPN
american_scientific_journal-2581	331	9	ling	ling	PROPN
american_scientific_journal-2581	331	10	,	,	PUNCT
american_scientific_journal-2581	331	11	“	"	PUNCT
american_scientific_journal-2581	331	12	best	good	ADJ
american_scientific_journal-2581	331	13	constant	constant	ADJ
american_scientific_journal-2581	331	14	-	-	PUNCT
american_scientific_journal-2581	331	15	stress	stress	NOUN
american_scientific_journal-2581	331	16	accelerated	accelerate	VERB
american_scientific_journal-2581	331	17	life	life	NOUN
american_scientific_journal-2581	331	18	-	-	PUNCT
american_scientific_journal-2581	331	19	test	test	NOUN
american_scientific_journal-2581	331	20	plans	plan	NOUN
american_scientific_journal-2581	331	21	with	with	ADP
american_scientific_journal-2581	331	22	multiple	multiple	ADJ
american_scientific_journal-2581	331	23	stress	stress	NOUN
american_scientific_journal-2581	331	24	factors	factor	NOUN
american_scientific_journal-2581	331	25	for	for	ADP
american_scientific_journal-2581	331	26	one	one	NUM
american_scientific_journal-2581	331	27	-	-	PUNCT
american_scientific_journal-2581	331	28	shot	shot	NOUN
american_scientific_journal-2581	331	29	device	device	NOUN
american_scientific_journal-2581	331	30	testing	testing	NOUN
american_scientific_journal-2581	331	31	under	under	ADP
american_scientific_journal-2581	331	32	a	a	DET
american_scientific_journal-2581	331	33	weibull	weibull	NOUN
american_scientific_journal-2581	331	34	distribution	distribution	NOUN
american_scientific_journal-2581	331	35	,	,	PUNCT
american_scientific_journal-2581	331	36	”	"	PUNCT
american_scientific_journal-2581	331	37	ieee	ieee	NOUN
american_scientific_journal-2581	331	38	trans	trans	PROPN
american_scientific_journal-2581	331	39	.	.	PUNCT
american_scientific_journal-2581	332	1	reliab	reliab	PROPN
american_scientific_journal-2581	332	2	.	.	PUNCT
american_scientific_journal-2581	333	1	,	,	PUNCT
american_scientific_journal-2581	333	2	vol	vol	NOUN
american_scientific_journal-2581	333	3	.	.	PROPN
american_scientific_journal-2581	334	1	63	63	NUM
american_scientific_journal-2581	334	2	,	,	PUNCT
american_scientific_journal-2581	334	3	no	no	INTJ
american_scientific_journal-2581	334	4	.	.	NOUN
american_scientific_journal-2581	334	5	4	4	NUM
american_scientific_journal-2581	334	6	,	,	PUNCT
american_scientific_journal-2581	334	7	pp	pp	ADJ
american_scientific_journal-2581	334	8	.	.	PUNCT
american_scientific_journal-2581	335	1	944–952	944–952	NUM
american_scientific_journal-2581	335	2	,	,	PUNCT
american_scientific_journal-2581	335	3	2014	2014	NUM
american_scientific_journal-2581	335	4	.	.	PUNCT
american_scientific_journal-2581	336	1	[	[	X
american_scientific_journal-2581	336	2	19	19	NUM
american_scientific_journal-2581	336	3	]	]	X
american_scientific_journal-2581	336	4	f.	f.	PROPN
american_scientific_journal-2581	336	5	m.	m.	PROPN
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american_scientific_journal-2581	336	8	b.	b.	PROPN
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american_scientific_journal-2581	336	10	,	,	PUNCT
american_scientific_journal-2581	336	11	“	"	PUNCT
american_scientific_journal-2581	336	12	is	be	AUX
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american_scientific_journal-2581	336	19	constant	constant	ADJ
american_scientific_journal-2581	336	20	,	,	PUNCT
american_scientific_journal-2581	336	21	”	"	PUNCT
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american_scientific_journal-2581	336	24	.	.	PUNCT
american_scientific_journal-2581	337	1	money	money	NOUN
american_scientific_journal-2581	337	2	financ	financ	PROPN
american_scientific_journal-2581	337	3	.	.	PUNCT
american_scientific_journal-2581	337	4	,	,	PUNCT
american_scientific_journal-2581	337	5	vol	vol	NOUN
american_scientific_journal-2581	337	6	.	.	PROPN
american_scientific_journal-2581	338	1	14	14	NUM
american_scientific_journal-2581	338	2	,	,	PUNCT
american_scientific_journal-2581	338	3	no	no	INTJ
american_scientific_journal-2581	338	4	.	.	NOUN
american_scientific_journal-2581	338	5	1	1	NUM
american_scientific_journal-2581	338	6	,	,	PUNCT
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american_scientific_journal-2581	338	8	.	.	PUNCT
american_scientific_journal-2581	339	1	3–26	3–26	NUM
american_scientific_journal-2581	339	2	,	,	PUNCT
american_scientific_journal-2581	339	3	1995	1995	NUM
american_scientific_journal-2581	339	4	.	.	PUNCT
american_scientific_journal-2581	340	1	[	[	X
american_scientific_journal-2581	340	2	20	20	NUM
american_scientific_journal-2581	340	3	]	]	PUNCT
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american_scientific_journal-2581	340	5	c.	c.	PROPN
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american_scientific_journal-2581	340	7	,	,	PUNCT
american_scientific_journal-2581	340	8	t.	t.	PROPN
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american_scientific_journal-2581	340	10	,	,	PUNCT
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american_scientific_journal-2581	340	13	,	,	PUNCT
american_scientific_journal-2581	340	14	f.	f.	PROPN
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american_scientific_journal-2581	340	16	,	,	PUNCT
american_scientific_journal-2581	340	17	t.	t.	PROPN
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american_scientific_journal-2581	340	20	,	,	PUNCT
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american_scientific_journal-2581	340	23	,	,	PUNCT
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american_scientific_journal-2581	340	25	h.	h.	PROPN
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american_scientific_journal-2581	340	32	of	of	ADP
american_scientific_journal-2581	340	33	a	a	DET
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american_scientific_journal-2581	340	35	market	market	NOUN
american_scientific_journal-2581	340	36	,	,	PUNCT
american_scientific_journal-2581	340	37	”	"	PUNCT
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american_scientific_journal-2581	340	42	,	,	PUNCT
american_scientific_journal-2581	340	43	vol	vol	NOUN
american_scientific_journal-2581	340	44	.	.	PROPN
american_scientific_journal-2581	340	45	2	2	NUM
american_scientific_journal-2581	340	46	,	,	PUNCT
american_scientific_journal-2581	340	47	p.	p.	NOUN
american_scientific_journal-2581	340	48	644	644	NUM
american_scientific_journal-2581	340	49	,	,	PUNCT
american_scientific_journal-2581	340	50	2012	2012	NUM
american_scientific_journal-2581	340	51	.	.	PUNCT
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american_scientific_journal-2581	341	2	21	21	NUM
american_scientific_journal-2581	341	3	]	]	PUNCT
american_scientific_journal-2581	341	4	t.	t.	PROPN
american_scientific_journal-2581	341	5	a.	a.	NOUN
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american_scientific_journal-2581	341	7	,	,	PUNCT
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american_scientific_journal-2581	341	10	,	,	PUNCT
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american_scientific_journal-2581	341	15	t.	t.	PROPN
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american_scientific_journal-2581	341	17	,	,	PUNCT
american_scientific_journal-2581	341	18	“	"	PUNCT
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american_scientific_journal-2581	341	24	:	:	PUNCT
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american_scientific_journal-2581	341	30	,	,	PUNCT
american_scientific_journal-2581	341	31	”	"	PUNCT
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american_scientific_journal-2581	342	1	econ	econ	PROPN
american_scientific_journal-2581	342	2	.	.	PROPN
american_scientific_journal-2581	342	3	,	,	PUNCT
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american_scientific_journal-2581	342	5	.	.	PROPN
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american_scientific_journal-2581	343	2	,	,	PUNCT
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american_scientific_journal-2581	343	4	.	.	PUNCT
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american_scientific_journal-2581	344	4	.	.	PUNCT
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american_scientific_journal-2581	345	2	22	22	NUM
american_scientific_journal-2581	345	3	]	]	PUNCT
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american_scientific_journal-2581	345	7	,	,	PUNCT
american_scientific_journal-2581	345	8	“	"	PUNCT
american_scientific_journal-2581	345	9	a	a	DET
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american_scientific_journal-2581	345	15	,	,	PUNCT
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american_scientific_journal-2581	345	21	.	.	PUNCT
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american_scientific_journal-2581	346	2	.	.	PUNCT
american_scientific_journal-2581	346	3	,	,	PUNCT
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american_scientific_journal-2581	346	5	.	.	PROPN
american_scientific_journal-2581	346	6	23	23	NUM
american_scientific_journal-2581	346	7	,	,	PUNCT
american_scientific_journal-2581	346	8	no	no	INTJ
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american_scientific_journal-2581	346	10	4	4	NUM
american_scientific_journal-2581	346	11	,	,	PUNCT
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american_scientific_journal-2581	346	13	.	.	PUNCT
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american_scientific_journal-2581	347	2	,	,	PUNCT
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american_scientific_journal-2581	347	4	.	.	PUNCT
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american_scientific_journal-2581	348	2	23	23	NUM
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american_scientific_journal-2581	348	11	,	,	PUNCT
american_scientific_journal-2581	348	12	“	"	PUNCT
american_scientific_journal-2581	348	13	the	the	DET
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american_scientific_journal-2581	348	16	,	,	PUNCT
american_scientific_journal-2581	348	17	”	"	PUNCT
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american_scientific_journal-2581	350	3	,	,	PUNCT
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american_scientific_journal-2581	350	8	no	no	INTJ
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american_scientific_journal-2581	350	11	,	,	PUNCT
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american_scientific_journal-2581	350	13	.	.	PUNCT
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american_scientific_journal-2581	351	2	,	,	PUNCT
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american_scientific_journal-2581	351	4	.	.	PUNCT
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american_scientific_journal-2581	352	9	,	,	PUNCT
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american_scientific_journal-2581	352	20	,	,	PUNCT
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american_scientific_journal-2581	352	22	1	1	NUM
american_scientific_journal-2581	352	23	,	,	PUNCT
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american_scientific_journal-2581	352	26	-	-	SYM
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american_scientific_journal-2581	353	3	]	]	PUNCT
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american_scientific_journal-2581	353	16	-	-	PUNCT
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american_scientific_journal-2581	354	8	.	.	PUNCT
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american_scientific_journal-2581	355	2	25	25	NUM
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american_scientific_journal-2581	358	1	,	,	PUNCT
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american_scientific_journal-2581	358	5	,	,	PUNCT
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american_scientific_journal-2581	359	4	.	.	PUNCT
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american_scientific_journal-2581	360	2	26	26	NUM
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american_scientific_journal-2581	360	25	-	-	PUNCT
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american_scientific_journal-2581	360	37	,	,	PUNCT
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american_scientific_journal-2581	361	4	.	.	PUNCT
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american_scientific_journal-2581	362	2	27	27	NUM
american_scientific_journal-2581	362	3	]	]	X
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american_scientific_journal-2581	362	5	giacomini	giacomini	PROPN
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american_scientific_journal-2581	362	7	i.	i.	PROPN
american_scientific_journal-2581	362	8	komunjer	komunjer	PROPN
american_scientific_journal-2581	362	9	,	,	PUNCT
american_scientific_journal-2581	362	10	“	"	PUNCT
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american_scientific_journal-2581	362	12	and	and	CCONJ
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american_scientific_journal-2581	362	15	conditional	conditional	ADJ
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american_scientific_journal-2581	364	7	,	,	PUNCT
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american_scientific_journal-2581	364	9	.	.	NOUN
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american_scientific_journal-2581	364	11	,	,	PUNCT
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american_scientific_journal-2581	364	13	.	.	PUNCT
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american_scientific_journal-2581	365	2	,	,	PUNCT
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american_scientific_journal-2581	365	4	.	.	PUNCT
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american_scientific_journal-2581	366	9	.	.	PUNCT
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american_scientific_journal-2581	366	13	.	.	PUNCT
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