id	sid	tid	token	lemma	pos
american_scientific_journal-11304	1	1	43	43	NUM
american_scientific_journal-11304	1	2	american	american	ADJ
american_scientific_journal-11304	1	3	academic	academic	ADJ
american_scientific_journal-11304	1	4	scientific	scientific	ADJ
american_scientific_journal-11304	1	5	research	research	NOUN
american_scientific_journal-11304	1	6	journal	journal	NOUN
american_scientific_journal-11304	1	7	for	for	ADP
american_scientific_journal-11304	1	8	engineering	engineering	NOUN
american_scientific_journal-11304	1	9	,	,	PUNCT
american_scientific_journal-11304	1	10	technology	technology	NOUN
american_scientific_journal-11304	1	11	,	,	PUNCT
american_scientific_journal-11304	1	12	and	and	CCONJ
american_scientific_journal-11304	1	13	sciences	sciences	PROPN
american_scientific_journal-11304	1	14	issn	issn	PROPN
american_scientific_journal-11304	1	15	(	(	PUNCT
american_scientific_journal-11304	1	16	print	print	NOUN
american_scientific_journal-11304	1	17	)	)	PUNCT
american_scientific_journal-11304	1	18	2313	2313	NUM
american_scientific_journal-11304	1	19	-	-	SYM
american_scientific_journal-11304	1	20	4410	4410	NUM
american_scientific_journal-11304	1	21	,	,	PUNCT
american_scientific_journal-11304	1	22	issn	issn	PROPN
american_scientific_journal-11304	1	23	(	(	PUNCT
american_scientific_journal-11304	1	24	online	online	ADJ
american_scientific_journal-11304	1	25	)	)	PUNCT
american_scientific_journal-11304	1	26	2313	2313	NUM
american_scientific_journal-11304	1	27	-	-	SYM
american_scientific_journal-11304	1	28	4402	4402	NUM
american_scientific_journal-11304	1	29	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11304	1	30	application	application	NOUN
american_scientific_journal-11304	1	31	of	of	ADP
american_scientific_journal-11304	1	32	financial	financial	ADJ
american_scientific_journal-11304	1	33	time	time	NOUN
american_scientific_journal-11304	1	34	series	series	PROPN
american_scientific_journal-11304	1	35	techniques	technique	NOUN
american_scientific_journal-11304	1	36	in	in	ADP
american_scientific_journal-11304	1	37	analysing	analyse	VERB
american_scientific_journal-11304	1	38	the	the	DET
american_scientific_journal-11304	1	39	volatility	volatility	NOUN
american_scientific_journal-11304	1	40	of	of	ADP
american_scientific_journal-11304	1	41	metical	metical	ADJ
american_scientific_journal-11304	1	42	/	/	SYM
american_scientific_journal-11304	1	43	dollar	dollar	NOUN
american_scientific_journal-11304	1	44	and	and	CCONJ
american_scientific_journal-11304	1	45	metical	metical	ADJ
american_scientific_journal-11304	1	46	/	/	SYM
american_scientific_journal-11304	1	47	rand	rand	NOUN
american_scientific_journal-11304	1	48	exchange	exchange	NOUN
american_scientific_journal-11304	1	49	rates	rate	NOUN
american_scientific_journal-11304	1	50	in	in	ADP
american_scientific_journal-11304	1	51	mozambique	mozambique	PROPN
american_scientific_journal-11304	1	52	(	(	PUNCT
american_scientific_journal-11304	1	53	2010	2010	NUM
american_scientific_journal-11304	1	54	-	-	SYM
american_scientific_journal-11304	1	55	2020	2020	NUM
american_scientific_journal-11304	1	56	)	)	PUNCT
american_scientific_journal-11304	1	57	fernando	fernando	PROPN
american_scientific_journal-11304	1	58	joão	joão	PROPN
american_scientific_journal-11304	1	59	nhampossaa	nhampossaa	PROPN
american_scientific_journal-11304	1	60	*	*	PROPN
american_scientific_journal-11304	1	61	,	,	PUNCT
american_scientific_journal-11304	1	62	oclidio	oclidio	PROPN
american_scientific_journal-11304	1	63	francisco	francisco	PROPN
american_scientific_journal-11304	1	64	teteb	teteb	NOUN
american_scientific_journal-11304	1	65	,	,	PUNCT
american_scientific_journal-11304	1	66	américo	américo	NOUN
american_scientific_journal-11304	1	67	josé	josé	PROPN
american_scientific_journal-11304	1	68	fombec	fombec	PROPN
american_scientific_journal-11304	1	69	a	a	PRON
american_scientific_journal-11304	1	70	,	,	PUNCT
american_scientific_journal-11304	1	71	buniversidade	buniversidade	ADJ
american_scientific_journal-11304	1	72	complutense	complutense	NOUN
american_scientific_journal-11304	1	73	de	de	PROPN
american_scientific_journal-11304	1	74	madrid	madrid	PROPN
american_scientific_journal-11304	1	75	,	,	PUNCT
american_scientific_journal-11304	1	76	madrid	madrid	PROPN
american_scientific_journal-11304	1	77	,	,	PUNCT
american_scientific_journal-11304	1	78	spain	spain	PROPN
american_scientific_journal-11304	1	79	cuniversidade	cuniversidade	VERB
american_scientific_journal-11304	1	80	pedagógica	pedagógica	PROPN
american_scientific_journal-11304	1	81	de	de	X
american_scientific_journal-11304	1	82	maputo	maputo	PROPN
american_scientific_journal-11304	1	83	,	,	PUNCT
american_scientific_journal-11304	1	84	maputo	maputo	PROPN
american_scientific_journal-11304	1	85	,	,	PUNCT
american_scientific_journal-11304	1	86	mozambique	mozambique	PROPN
american_scientific_journal-11304	1	87	aemail	aemail	NOUN
american_scientific_journal-11304	1	88	:	:	PUNCT
american_scientific_journal-11304	1	89	f.nhampossa@gmail.com	f.nhampossa@gmail.com	PROPN
american_scientific_journal-11304	1	90	bemail	bemail	PROPN
american_scientific_journal-11304	1	91	:	:	PUNCT
american_scientific_journal-11304	1	92	oclidesfrancisco@gmail.com	oclidesfrancisco@gmail.com	X
american_scientific_journal-11304	1	93	cemail	cemail	NOUN
american_scientific_journal-11304	1	94	:	:	PUNCT
american_scientific_journal-11304	2	1	americofombe@yahoo.com	americofombe@yahoo.com	X
american_scientific_journal-11304	2	2	abstract	abstract	ADJ
american_scientific_journal-11304	2	3	exchange	exchange	NOUN
american_scientific_journal-11304	2	4	rates	rate	NOUN
american_scientific_journal-11304	2	5	play	play	VERB
american_scientific_journal-11304	2	6	an	an	DET
american_scientific_journal-11304	2	7	important	important	ADJ
american_scientific_journal-11304	2	8	role	role	NOUN
american_scientific_journal-11304	2	9	in	in	ADP
american_scientific_journal-11304	2	10	the	the	DET
american_scientific_journal-11304	2	11	economic	economic	ADJ
american_scientific_journal-11304	2	12	and	and	CCONJ
american_scientific_journal-11304	2	13	financial	financial	ADJ
american_scientific_journal-11304	2	14	outlook	outlook	NOUN
american_scientific_journal-11304	2	15	of	of	ADP
american_scientific_journal-11304	2	16	any	any	DET
american_scientific_journal-11304	2	17	country	country	NOUN
american_scientific_journal-11304	2	18	,	,	PUNCT
american_scientific_journal-11304	2	19	making	make	VERB
american_scientific_journal-11304	2	20	it	it	PRON
american_scientific_journal-11304	2	21	interesting	interesting	ADJ
american_scientific_journal-11304	2	22	to	to	PART
american_scientific_journal-11304	2	23	evaluate	evaluate	VERB
american_scientific_journal-11304	2	24	and	and	CCONJ
american_scientific_journal-11304	2	25	predict	predict	VERB
american_scientific_journal-11304	2	26	their	their	PRON
american_scientific_journal-11304	2	27	fluctuations	fluctuation	NOUN
american_scientific_journal-11304	2	28	.	.	PUNCT
american_scientific_journal-11304	3	1	based	base	VERB
american_scientific_journal-11304	3	2	on	on	ADP
american_scientific_journal-11304	3	3	the	the	DET
american_scientific_journal-11304	3	4	combination	combination	NOUN
american_scientific_journal-11304	3	5	of	of	ADP
american_scientific_journal-11304	3	6	arma	arma	PROPN
american_scientific_journal-11304	3	7	(	(	PUNCT
american_scientific_journal-11304	3	8	autoregressive	autoregressive	ADJ
american_scientific_journal-11304	3	9	moving	move	VERB
american_scientific_journal-11304	3	10	average	average	ADJ
american_scientific_journal-11304	3	11	)	)	PUNCT
american_scientific_journal-11304	3	12	models	model	NOUN
american_scientific_journal-11304	3	13	with	with	ADP
american_scientific_journal-11304	3	14	arch	arch	ADJ
american_scientific_journal-11304	3	15	(	(	PUNCT
american_scientific_journal-11304	3	16	autoregressive	autoregressive	ADJ
american_scientific_journal-11304	3	17	conditional	conditional	ADJ
american_scientific_journal-11304	3	18	heteroscedasticity	heteroscedasticity	NOUN
american_scientific_journal-11304	3	19	)	)	PUNCT
american_scientific_journal-11304	3	20	class	class	NOUN
american_scientific_journal-11304	3	21	models	model	NOUN
american_scientific_journal-11304	3	22	,	,	PUNCT
american_scientific_journal-11304	3	23	a	a	DET
american_scientific_journal-11304	3	24	study	study	NOUN
american_scientific_journal-11304	3	25	was	be	AUX
american_scientific_journal-11304	3	26	carried	carry	VERB
american_scientific_journal-11304	3	27	out	out	ADP
american_scientific_journal-11304	3	28	to	to	PART
american_scientific_journal-11304	3	29	analyse	analyse	VERB
american_scientific_journal-11304	3	30	and	and	CCONJ
american_scientific_journal-11304	3	31	predict	predict	VERB
american_scientific_journal-11304	3	32	the	the	DET
american_scientific_journal-11304	3	33	volatility	volatility	NOUN
american_scientific_journal-11304	3	34	of	of	ADP
american_scientific_journal-11304	3	35	the	the	DET
american_scientific_journal-11304	3	36	metical	metical	ADJ
american_scientific_journal-11304	3	37	/	/	SYM
american_scientific_journal-11304	3	38	dollar	dollar	NOUN
american_scientific_journal-11304	3	39	and	and	CCONJ
american_scientific_journal-11304	3	40	metical	metical	ADJ
american_scientific_journal-11304	3	41	/	/	SYM
american_scientific_journal-11304	3	42	rand	rand	NOUN
american_scientific_journal-11304	3	43	exchange	exchange	NOUN
american_scientific_journal-11304	3	44	rates	rate	NOUN
american_scientific_journal-11304	3	45	in	in	ADP
american_scientific_journal-11304	3	46	mozambique	mozambique	PROPN
american_scientific_journal-11304	3	47	for	for	ADP
american_scientific_journal-11304	3	48	the	the	DET
american_scientific_journal-11304	3	49	period	period	NOUN
american_scientific_journal-11304	3	50	from	from	ADP
american_scientific_journal-11304	3	51	january	january	PROPN
american_scientific_journal-11304	3	52	2010	2010	NUM
american_scientific_journal-11304	3	53	to	to	ADP
american_scientific_journal-11304	3	54	december	december	PROPN
american_scientific_journal-11304	3	55	2020	2020	NUM
american_scientific_journal-11304	3	56	.	.	PUNCT
american_scientific_journal-11304	4	1	the	the	DET
american_scientific_journal-11304	4	2	use	use	NOUN
american_scientific_journal-11304	4	3	of	of	ADP
american_scientific_journal-11304	4	4	the	the	DET
american_scientific_journal-11304	4	5	arma	arma	NOUN
american_scientific_journal-11304	4	6	-	-	PUNCT
american_scientific_journal-11304	4	7	arch	arch	ADJ
american_scientific_journal-11304	4	8	combination	combination	NOUN
american_scientific_journal-11304	4	9	is	be	AUX
american_scientific_journal-11304	4	10	justified	justify	VERB
american_scientific_journal-11304	4	11	by	by	ADP
american_scientific_journal-11304	4	12	the	the	DET
american_scientific_journal-11304	4	13	fact	fact	NOUN
american_scientific_journal-11304	4	14	that	that	SCONJ
american_scientific_journal-11304	4	15	arma	arma	NOUN
american_scientific_journal-11304	4	16	models	model	NOUN
american_scientific_journal-11304	4	17	are	be	AUX
american_scientific_journal-11304	4	18	not	not	PART
american_scientific_journal-11304	4	19	capable	capable	ADJ
american_scientific_journal-11304	4	20	of	of	ADP
american_scientific_journal-11304	4	21	modelling	model	VERB
american_scientific_journal-11304	4	22	the	the	DET
american_scientific_journal-11304	4	23	variation	variation	NOUN
american_scientific_journal-11304	4	24	in	in	ADP
american_scientific_journal-11304	4	25	the	the	DET
american_scientific_journal-11304	4	26	variance	variance	NOUN
american_scientific_journal-11304	4	27	of	of	ADP
american_scientific_journal-11304	4	28	financial	financial	ADJ
american_scientific_journal-11304	4	29	series	series	NOUN
american_scientific_journal-11304	4	30	over	over	ADP
american_scientific_journal-11304	4	31	time	time	NOUN
american_scientific_journal-11304	4	32	.	.	PUNCT
american_scientific_journal-11304	5	1	during	during	ADP
american_scientific_journal-11304	5	2	the	the	DET
american_scientific_journal-11304	5	3	empirical	empirical	ADJ
american_scientific_journal-11304	5	4	study	study	NOUN
american_scientific_journal-11304	5	5	,	,	PUNCT
american_scientific_journal-11304	5	6	several	several	ADJ
american_scientific_journal-11304	5	7	common	common	ADJ
american_scientific_journal-11304	5	8	stylized	stylize	VERB
american_scientific_journal-11304	5	9	facts	fact	NOUN
american_scientific_journal-11304	5	10	of	of	ADP
american_scientific_journal-11304	5	11	financial	financial	ADJ
american_scientific_journal-11304	5	12	series	series	NOUN
american_scientific_journal-11304	5	13	were	be	AUX
american_scientific_journal-11304	5	14	verified	verify	VERB
american_scientific_journal-11304	5	15	,	,	PUNCT
american_scientific_journal-11304	5	16	such	such	ADJ
american_scientific_journal-11304	5	17	as	as	ADP
american_scientific_journal-11304	5	18	the	the	DET
american_scientific_journal-11304	5	19	non	non	ADJ
american_scientific_journal-11304	5	20	-	-	NOUN
american_scientific_journal-11304	5	21	stationarity	stationarity	NOUN
american_scientific_journal-11304	5	22	of	of	ADP
american_scientific_journal-11304	5	23	financial	financial	ADJ
american_scientific_journal-11304	5	24	time	time	NOUN
american_scientific_journal-11304	5	25	series	series	PROPN
american_scientific_journal-11304	5	26	,	,	PUNCT
american_scientific_journal-11304	5	27	the	the	DET
american_scientific_journal-11304	5	28	existence	existence	NOUN
american_scientific_journal-11304	5	29	of	of	ADP
american_scientific_journal-11304	5	30	volatility	volatility	NOUN
american_scientific_journal-11304	5	31	clusters	cluster	NOUN
american_scientific_journal-11304	5	32	,	,	PUNCT
american_scientific_journal-11304	5	33	among	among	ADP
american_scientific_journal-11304	5	34	others	other	NOUN
american_scientific_journal-11304	5	35	.	.	PUNCT
american_scientific_journal-11304	6	1	it	it	PRON
american_scientific_journal-11304	6	2	was	be	AUX
american_scientific_journal-11304	6	3	possible	possible	ADJ
american_scientific_journal-11304	6	4	to	to	PART
american_scientific_journal-11304	6	5	find	find	VERB
american_scientific_journal-11304	6	6	three	three	NUM
american_scientific_journal-11304	6	7	(	(	PUNCT
american_scientific_journal-11304	6	8	03	03	NUM
american_scientific_journal-11304	6	9	)	)	PUNCT
american_scientific_journal-11304	6	10	models	model	NOUN
american_scientific_journal-11304	6	11	with	with	ADP
american_scientific_journal-11304	6	12	good	good	ADJ
american_scientific_journal-11304	6	13	adjustment	adjustment	NOUN
american_scientific_journal-11304	6	14	to	to	PART
american_scientific_journal-11304	6	15	model	model	VERB
american_scientific_journal-11304	6	16	the	the	DET
american_scientific_journal-11304	6	17	volatility	volatility	NOUN
american_scientific_journal-11304	6	18	of	of	ADP
american_scientific_journal-11304	6	19	exchange	exchange	NOUN
american_scientific_journal-11304	6	20	rate	rate	NOUN
american_scientific_journal-11304	6	21	returns	return	NOUN
american_scientific_journal-11304	6	22	,	,	PUNCT
american_scientific_journal-11304	6	23	two	two	NUM
american_scientific_journal-11304	6	24	(	(	PUNCT
american_scientific_journal-11304	6	25	02	02	NUM
american_scientific_journal-11304	6	26	)	)	PUNCT
american_scientific_journal-11304	6	27	for	for	ADP
american_scientific_journal-11304	6	28	metical	metical	ADJ
american_scientific_journal-11304	6	29	/	/	SYM
american_scientific_journal-11304	6	30	dollar	dollar	NOUN
american_scientific_journal-11304	6	31	namely	namely	ADV
american_scientific_journal-11304	6	32	:	:	PUNCT
american_scientific_journal-11304	6	33	ar(1)garch(1,1	ar(1)garch(1,1	ADJ
american_scientific_journal-11304	6	34	)	)	PUNCT
american_scientific_journal-11304	6	35	and	and	CCONJ
american_scientific_journal-11304	6	36	ar(1)egarch(1,1	ar(1)egarch(1,1	NOUN
american_scientific_journal-11304	6	37	)	)	PUNCT
american_scientific_journal-11304	6	38	and	and	CCONJ
american_scientific_journal-11304	6	39	;	;	PUNCT
american_scientific_journal-11304	6	40	one	one	NUM
american_scientific_journal-11304	6	41	(	(	PUNCT
american_scientific_journal-11304	6	42	01	01	NUM
american_scientific_journal-11304	6	43	)	)	PUNCT
american_scientific_journal-11304	6	44	for	for	ADP
american_scientific_journal-11304	6	45	metical	metical	ADJ
american_scientific_journal-11304	6	46	/	/	SYM
american_scientific_journal-11304	6	47	rand	rand	NOUN
american_scientific_journal-11304	6	48	designated	designate	VERB
american_scientific_journal-11304	6	49	ar(1)-arch(1	ar(1)-arch(1	PROPN
american_scientific_journal-11304	6	50	)	)	PUNCT
american_scientific_journal-11304	6	51	.	.	PUNCT
american_scientific_journal-11304	7	1	based	base	VERB
american_scientific_journal-11304	7	2	on	on	ADP
american_scientific_journal-11304	7	3	the	the	DET
american_scientific_journal-11304	7	4	selection	selection	NOUN
american_scientific_journal-11304	7	5	criteria	criterion	NOUN
american_scientific_journal-11304	7	6	,	,	PUNCT
american_scientific_journal-11304	7	7	the	the	DET
american_scientific_journal-11304	7	8	results	result	NOUN
american_scientific_journal-11304	7	9	obtained	obtain	VERB
american_scientific_journal-11304	7	10	show	show	VERB
american_scientific_journal-11304	7	11	that	that	SCONJ
american_scientific_journal-11304	7	12	for	for	ADP
american_scientific_journal-11304	7	13	metical	metical	ADJ
american_scientific_journal-11304	7	14	/	/	SYM
american_scientific_journal-11304	7	15	dollar	dollar	NOUN
american_scientific_journal-11304	7	16	exchange	exchange	NOUN
american_scientific_journal-11304	7	17	returns	return	VERB
american_scientific_journal-11304	7	18	the	the	DET
american_scientific_journal-11304	7	19	model	model	NOUN
american_scientific_journal-11304	7	20	with	with	ADP
american_scientific_journal-11304	7	21	the	the	DET
american_scientific_journal-11304	7	22	best	good	ADJ
american_scientific_journal-11304	7	23	performance	performance	NOUN
american_scientific_journal-11304	7	24	in	in	ADP
american_scientific_journal-11304	7	25	terms	term	NOUN
american_scientific_journal-11304	7	26	of	of	ADP
american_scientific_journal-11304	7	27	forecasting	forecasting	NOUN
american_scientific_journal-11304	7	28	is	be	AUX
american_scientific_journal-11304	7	29	ar(1)-egarch(1,1	ar(1)-egarch(1,1	ADJ
american_scientific_journal-11304	7	30	)	)	PUNCT
american_scientific_journal-11304	7	31	and	and	CCONJ
american_scientific_journal-11304	7	32	for	for	ADP
american_scientific_journal-11304	7	33	metical	metical	ADJ
american_scientific_journal-11304	7	34	/	/	SYM
american_scientific_journal-11304	7	35	rand	rand	NOUN
american_scientific_journal-11304	7	36	exchange	exchange	NOUN
american_scientific_journal-11304	7	37	returns	return	VERB
american_scientific_journal-11304	7	38	the	the	DET
american_scientific_journal-11304	7	39	ar(1)arch(1	ar(1)arch(1	NOUN
american_scientific_journal-11304	7	40	)	)	PUNCT
american_scientific_journal-11304	7	41	model	model	NOUN
american_scientific_journal-11304	7	42	stands	stand	VERB
american_scientific_journal-11304	7	43	out	out	ADP
american_scientific_journal-11304	7	44	,	,	PUNCT
american_scientific_journal-11304	7	45	being	be	AUX
american_scientific_journal-11304	7	46	this	this	PRON
american_scientific_journal-11304	7	47	the	the	DET
american_scientific_journal-11304	7	48	only	only	ADJ
american_scientific_journal-11304	7	49	candidate	candidate	NOUN
american_scientific_journal-11304	7	50	model	model	NOUN
american_scientific_journal-11304	7	51	found	find	VERB
american_scientific_journal-11304	7	52	for	for	ADP
american_scientific_journal-11304	7	53	the	the	DET
american_scientific_journal-11304	7	54	series	series	NOUN
american_scientific_journal-11304	7	55	.	.	PUNCT
american_scientific_journal-11304	8	1	the	the	DET
american_scientific_journal-11304	8	2	volatility	volatility	NOUN
american_scientific_journal-11304	8	3	forecasts	forecast	NOUN
american_scientific_journal-11304	8	4	made	make	VERB
american_scientific_journal-11304	8	5	for	for	ADP
american_scientific_journal-11304	8	6	the	the	DET
american_scientific_journal-11304	8	7	two	two	NUM
american_scientific_journal-11304	8	8	series	series	NOUN
american_scientific_journal-11304	8	9	based	base	VERB
american_scientific_journal-11304	8	10	on	on	ADP
american_scientific_journal-11304	8	11	the	the	DET
american_scientific_journal-11304	8	12	two	two	NUM
american_scientific_journal-11304	8	13	(	(	PUNCT
american_scientific_journal-11304	8	14	02	02	NUM
american_scientific_journal-11304	8	15	)	)	PUNCT
american_scientific_journal-11304	8	16	best	good	ADJ
american_scientific_journal-11304	8	17	models	model	NOUN
american_scientific_journal-11304	8	18	point	point	VERB
american_scientific_journal-11304	8	19	to	to	ADP
american_scientific_journal-11304	8	20	slightly	slightly	ADV
american_scientific_journal-11304	8	21	low	low	ADJ
american_scientific_journal-11304	8	22	values	value	NOUN
american_scientific_journal-11304	8	23	for	for	ADP
american_scientific_journal-11304	8	24	2021	2021	NUM
american_scientific_journal-11304	8	25	,	,	PUNCT
american_scientific_journal-11304	8	26	meaning	mean	VERB
american_scientific_journal-11304	8	27	that	that	SCONJ
american_scientific_journal-11304	8	28	there	there	PRON
american_scientific_journal-11304	8	29	will	will	AUX
american_scientific_journal-11304	8	30	not	not	PART
american_scientific_journal-11304	8	31	be	be	AUX
american_scientific_journal-11304	8	32	major	major	ADJ
american_scientific_journal-11304	8	33	fluctuations	fluctuation	NOUN
american_scientific_journal-11304	8	34	in	in	ADP
american_scientific_journal-11304	8	35	the	the	DET
american_scientific_journal-11304	8	36	short	short	ADJ
american_scientific_journal-11304	8	37	term	term	NOUN
american_scientific_journal-11304	8	38	.	.	PUNCT
american_scientific_journal-11304	9	1	keywords	keyword	NOUN
american_scientific_journal-11304	9	2	:	:	PUNCT
american_scientific_journal-11304	9	3	volatility	volatility	NOUN
american_scientific_journal-11304	9	4	;	;	PUNCT
american_scientific_journal-11304	9	5	return	return	NOUN
american_scientific_journal-11304	9	6	;	;	PUNCT
american_scientific_journal-11304	9	7	forecast	forecast	NOUN
american_scientific_journal-11304	9	8	;	;	PUNCT
american_scientific_journal-11304	9	9	arch	arch	ADJ
american_scientific_journal-11304	9	10	model	model	NOUN
american_scientific_journal-11304	9	11	.	.	PUNCT
american_scientific_journal-11304	10	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11304	10	2	received	receive	VERB
american_scientific_journal-11304	10	3	:	:	PUNCT
american_scientific_journal-11304	10	4	11/15/2024	11/15/2024	NUM
american_scientific_journal-11304	10	5	accepted	accept	VERB
american_scientific_journal-11304	10	6	:	:	PUNCT
american_scientific_journal-11304	10	7	1/15/2025	1/15/2025	NUM
american_scientific_journal-11304	10	8	published	publish	VERB
american_scientific_journal-11304	10	9	:	:	PUNCT
american_scientific_journal-11304	10	10	1/25/2025	1/25/2025	NUM
american_scientific_journal-11304	10	11	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11304	10	12	*	*	PUNCT
american_scientific_journal-11304	10	13	corresponding	correspond	VERB
american_scientific_journal-11304	10	14	author	author	NOUN
american_scientific_journal-11304	10	15	.	.	PUNCT
american_scientific_journal-11304	11	1	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11304	11	2	mailto:f.nhampossa@gmail.com	mailto:f.nhampossa@gmail.com	PROPN
american_scientific_journal-11304	11	3	mailto:oclidesfrancisco@gmail.com	mailto:oclidesfrancisco@gmail.com	PROPN
american_scientific_journal-11304	11	4	mailto:americofombe@yahoo.com	mailto:americofombe@yahoo.com	PROPN
american_scientific_journal-11304	12	1	american	american	PROPN
american_scientific_journal-11304	12	2	academic	academic	PROPN
american_scientific_journal-11304	12	3	scientific	scientific	ADJ
american_scientific_journal-11304	12	4	research	research	NOUN
american_scientific_journal-11304	12	5	journal	journal	NOUN
american_scientific_journal-11304	12	6	for	for	ADP
american_scientific_journal-11304	12	7	engineering	engineering	NOUN
american_scientific_journal-11304	12	8	,	,	PUNCT
american_scientific_journal-11304	12	9	technology	technology	NOUN
american_scientific_journal-11304	12	10	,	,	PUNCT
american_scientific_journal-11304	12	11	and	and	CCONJ
american_scientific_journal-11304	12	12	sciences	science	NOUN
american_scientific_journal-11304	12	13	(	(	PUNCT
american_scientific_journal-11304	12	14	asrjets	asrjet	NOUN
american_scientific_journal-11304	12	15	)	)	PUNCT
american_scientific_journal-11304	12	16	volume	volume	NOUN
american_scientific_journal-11304	12	17	101	101	NUM
american_scientific_journal-11304	12	18	,	,	PUNCT
american_scientific_journal-11304	12	19	no	no	DET
american_scientific_journal-11304	12	20	1	1	NUM
american_scientific_journal-11304	12	21	,	,	PUNCT
american_scientific_journal-11304	12	22	pp	pp	ADV
american_scientific_journal-11304	12	23	43	43	NUM
american_scientific_journal-11304	12	24	-	-	SYM
american_scientific_journal-11304	12	25	70	70	NUM
american_scientific_journal-11304	12	26	44	44	NUM
american_scientific_journal-11304	12	27	1	1	NUM
american_scientific_journal-11304	12	28	.	.	PUNCT
american_scientific_journal-11304	13	1	introduction	introduction	NOUN
american_scientific_journal-11304	13	2	the	the	DET
american_scientific_journal-11304	13	3	growing	grow	VERB
american_scientific_journal-11304	13	4	need	need	NOUN
american_scientific_journal-11304	13	5	for	for	ADP
american_scientific_journal-11304	13	6	economic	economic	ADJ
american_scientific_journal-11304	13	7	and	and	CCONJ
american_scientific_journal-11304	13	8	financial	financial	ADJ
american_scientific_journal-11304	13	9	information	information	NOUN
american_scientific_journal-11304	13	10	that	that	SCONJ
american_scientific_journal-11304	13	11	economic	economic	ADJ
american_scientific_journal-11304	13	12	agents	agent	NOUN
american_scientific_journal-11304	13	13	,	,	PUNCT
american_scientific_journal-11304	13	14	groups	group	NOUN
american_scientific_journal-11304	13	15	of	of	ADP
american_scientific_journal-11304	13	16	investors	investor	NOUN
american_scientific_journal-11304	13	17	,	,	PUNCT
american_scientific_journal-11304	13	18	governments	government	NOUN
american_scientific_journal-11304	13	19	,	,	PUNCT
american_scientific_journal-11304	13	20	as	as	ADV
american_scientific_journal-11304	13	21	well	well	ADV
american_scientific_journal-11304	13	22	as	as	ADP
american_scientific_journal-11304	13	23	individuals	individual	NOUN
american_scientific_journal-11304	13	24	participating	participate	VERB
american_scientific_journal-11304	13	25	in	in	ADP
american_scientific_journal-11304	13	26	financial	financial	ADJ
american_scientific_journal-11304	13	27	markets	market	NOUN
american_scientific_journal-11304	13	28	seek	seek	VERB
american_scientific_journal-11304	13	29	,	,	PUNCT
american_scientific_journal-11304	13	30	to	to	PART
american_scientific_journal-11304	13	31	support	support	VERB
american_scientific_journal-11304	13	32	their	their	PRON
american_scientific_journal-11304	13	33	decision	decision	NOUN
american_scientific_journal-11304	13	34	-	-	PUNCT
american_scientific_journal-11304	13	35	making	making	NOUN
american_scientific_journal-11304	13	36	,	,	PUNCT
american_scientific_journal-11304	13	37	has	have	AUX
american_scientific_journal-11304	13	38	proven	prove	VERB
american_scientific_journal-11304	13	39	to	to	PART
american_scientific_journal-11304	13	40	be	be	AUX
american_scientific_journal-11304	13	41	a	a	DET
american_scientific_journal-11304	13	42	topic	topic	NOUN
american_scientific_journal-11304	13	43	of	of	ADP
american_scientific_journal-11304	13	44	study	study	NOUN
american_scientific_journal-11304	13	45	of	of	ADP
american_scientific_journal-11304	13	46	greater	great	ADJ
american_scientific_journal-11304	13	47	importance	importance	NOUN
american_scientific_journal-11304	13	48	.	.	PUNCT
american_scientific_journal-11304	14	1	currently	currently	ADV
american_scientific_journal-11304	14	2	,	,	PUNCT
american_scientific_journal-11304	14	3	the	the	DET
american_scientific_journal-11304	14	4	forecast	forecast	NOUN
american_scientific_journal-11304	14	5	of	of	ADP
american_scientific_journal-11304	14	6	economic	economic	ADJ
american_scientific_journal-11304	14	7	and	and	CCONJ
american_scientific_journal-11304	14	8	financial	financial	ADJ
american_scientific_journal-11304	14	9	indicators	indicator	NOUN
american_scientific_journal-11304	14	10	has	have	AUX
american_scientific_journal-11304	14	11	become	become	VERB
american_scientific_journal-11304	14	12	vital	vital	ADJ
american_scientific_journal-11304	14	13	for	for	ADP
american_scientific_journal-11304	14	14	the	the	DET
american_scientific_journal-11304	14	15	success	success	NOUN
american_scientific_journal-11304	14	16	of	of	ADP
american_scientific_journal-11304	14	17	those	those	PRON
american_scientific_journal-11304	14	18	who	who	PRON
american_scientific_journal-11304	14	19	are	be	AUX
american_scientific_journal-11304	14	20	,	,	PUNCT
american_scientific_journal-11304	14	21	directly	directly	ADV
american_scientific_journal-11304	14	22	or	or	CCONJ
american_scientific_journal-11304	14	23	indirectly	indirectly	ADV
american_scientific_journal-11304	14	24	,	,	PUNCT
american_scientific_journal-11304	14	25	related	relate	VERB
american_scientific_journal-11304	14	26	to	to	ADP
american_scientific_journal-11304	14	27	local	local	ADJ
american_scientific_journal-11304	14	28	and	and	CCONJ
american_scientific_journal-11304	14	29	international	international	ADJ
american_scientific_journal-11304	14	30	financial	financial	ADJ
american_scientific_journal-11304	14	31	markets	market	NOUN
american_scientific_journal-11304	14	32	.	.	PUNCT
american_scientific_journal-11304	15	1	exchange	exchange	NOUN
american_scientific_journal-11304	15	2	rates	rate	NOUN
american_scientific_journal-11304	15	3	represent	represent	VERB
american_scientific_journal-11304	15	4	a	a	DET
american_scientific_journal-11304	15	5	very	very	ADV
american_scientific_journal-11304	15	6	important	important	ADJ
american_scientific_journal-11304	15	7	concept	concept	NOUN
american_scientific_journal-11304	15	8	in	in	ADP
american_scientific_journal-11304	15	9	the	the	DET
american_scientific_journal-11304	15	10	world	world	NOUN
american_scientific_journal-11304	15	11	economy	economy	NOUN
american_scientific_journal-11304	15	12	,	,	PUNCT
american_scientific_journal-11304	15	13	since	since	ADV
american_scientific_journal-11304	15	14	,	,	PUNCT
american_scientific_journal-11304	15	15	for	for	ADP
american_scientific_journal-11304	15	16	any	any	DET
american_scientific_journal-11304	15	17	transaction	transaction	NOUN
american_scientific_journal-11304	15	18	involving	involve	VERB
american_scientific_journal-11304	15	19	international	international	ADJ
american_scientific_journal-11304	15	20	business	business	NOUN
american_scientific_journal-11304	15	21	,	,	PUNCT
american_scientific_journal-11304	15	22	it	it	PRON
american_scientific_journal-11304	15	23	is	be	AUX
american_scientific_journal-11304	15	24	essential	essential	ADJ
american_scientific_journal-11304	15	25	to	to	PART
american_scientific_journal-11304	15	26	be	be	AUX
american_scientific_journal-11304	15	27	aware	aware	ADJ
american_scientific_journal-11304	15	28	of	of	ADP
american_scientific_journal-11304	15	29	the	the	DET
american_scientific_journal-11304	15	30	status	status	NOUN
american_scientific_journal-11304	15	31	and	and	CCONJ
american_scientific_journal-11304	15	32	evolution	evolution	NOUN
american_scientific_journal-11304	15	33	of	of	ADP
american_scientific_journal-11304	15	34	the	the	DET
american_scientific_journal-11304	15	35	respective	respective	ADJ
american_scientific_journal-11304	15	36	rates	rate	NOUN
american_scientific_journal-11304	15	37	.	.	PUNCT
american_scientific_journal-11304	16	1	therefore	therefore	ADV
american_scientific_journal-11304	16	2	,	,	PUNCT
american_scientific_journal-11304	16	3	predicting	predict	VERB
american_scientific_journal-11304	16	4	future	future	ADJ
american_scientific_journal-11304	16	5	values	value	NOUN
american_scientific_journal-11304	16	6	of	of	ADP
american_scientific_journal-11304	16	7	exchange	exchange	NOUN
american_scientific_journal-11304	16	8	rates	rate	NOUN
american_scientific_journal-11304	16	9	represents	represent	VERB
american_scientific_journal-11304	16	10	a	a	DET
american_scientific_journal-11304	16	11	challenge	challenge	NOUN
american_scientific_journal-11304	16	12	that	that	PRON
american_scientific_journal-11304	16	13	,	,	PUNCT
american_scientific_journal-11304	16	14	although	although	SCONJ
american_scientific_journal-11304	16	15	not	not	PART
american_scientific_journal-11304	16	16	trivial	trivial	ADJ
american_scientific_journal-11304	16	17	,	,	PUNCT
american_scientific_journal-11304	16	18	gives	give	VERB
american_scientific_journal-11304	16	19	rise	rise	NOUN
american_scientific_journal-11304	16	20	to	to	ADP
american_scientific_journal-11304	16	21	numerous	numerous	ADJ
american_scientific_journal-11304	16	22	applications	application	NOUN
american_scientific_journal-11304	16	23	of	of	ADP
american_scientific_journal-11304	16	24	great	great	ADJ
american_scientific_journal-11304	16	25	importance	importance	NOUN
american_scientific_journal-11304	16	26	for	for	ADP
american_scientific_journal-11304	16	27	all	all	DET
american_scientific_journal-11304	16	28	those	those	PRON
american_scientific_journal-11304	16	29	involved	involve	VERB
american_scientific_journal-11304	16	30	in	in	ADP
american_scientific_journal-11304	16	31	operations	operation	NOUN
american_scientific_journal-11304	16	32	involving	involve	VERB
american_scientific_journal-11304	16	33	two	two	NUM
american_scientific_journal-11304	16	34	or	or	CCONJ
american_scientific_journal-11304	16	35	more	more	ADJ
american_scientific_journal-11304	16	36	currencies	currency	NOUN
american_scientific_journal-11304	16	37	,	,	PUNCT
american_scientific_journal-11304	16	38	referring	refer	VERB
american_scientific_journal-11304	16	39	to	to	ADP
american_scientific_journal-11304	16	40	two	two	NUM
american_scientific_journal-11304	16	41	or	or	CCONJ
american_scientific_journal-11304	16	42	more	more	ADJ
american_scientific_journal-11304	16	43	countries	country	NOUN
american_scientific_journal-11304	16	44	.	.	PUNCT
american_scientific_journal-11304	17	1	the	the	DET
american_scientific_journal-11304	17	2	fact	fact	NOUN
american_scientific_journal-11304	17	3	that	that	SCONJ
american_scientific_journal-11304	17	4	exchange	exchange	NOUN
american_scientific_journal-11304	17	5	rates	rate	NOUN
american_scientific_journal-11304	17	6	fluctuate	fluctuate	VERB
american_scientific_journal-11304	17	7	over	over	ADP
american_scientific_journal-11304	17	8	time	time	NOUN
american_scientific_journal-11304	17	9	,	,	PUNCT
american_scientific_journal-11304	17	10	in	in	ADP
american_scientific_journal-11304	17	11	appreciations	appreciation	NOUN
american_scientific_journal-11304	17	12	or	or	CCONJ
american_scientific_journal-11304	17	13	appreciations	appreciation	NOUN
american_scientific_journal-11304	17	14	and	and	CCONJ
american_scientific_journal-11304	17	15	devaluations	devaluation	NOUN
american_scientific_journal-11304	17	16	or	or	CCONJ
american_scientific_journal-11304	17	17	depreciation	depreciation	NOUN
american_scientific_journal-11304	17	18	,	,	PUNCT
american_scientific_journal-11304	17	19	allows	allow	VERB
american_scientific_journal-11304	17	20	them	they	PRON
american_scientific_journal-11304	17	21	to	to	PART
american_scientific_journal-11304	17	22	be	be	AUX
american_scientific_journal-11304	17	23	exposed	expose	VERB
american_scientific_journal-11304	17	24	as	as	ADP
american_scientific_journal-11304	17	25	time	time	NOUN
american_scientific_journal-11304	17	26	series	series	PROPN
american_scientific_journal-11304	17	27	.	.	PUNCT
american_scientific_journal-11304	18	1	time	time	PROPN
american_scientific_journal-11304	18	2	series	series	PROPN
american_scientific_journal-11304	18	3	modelling	model	VERB
american_scientific_journal-11304	18	4	makes	make	VERB
american_scientific_journal-11304	18	5	it	it	PRON
american_scientific_journal-11304	18	6	possible	possible	ADJ
american_scientific_journal-11304	18	7	to	to	PART
american_scientific_journal-11304	18	8	describe	describe	VERB
american_scientific_journal-11304	18	9	a	a	DET
american_scientific_journal-11304	18	10	stochastic	stochastic	ADJ
american_scientific_journal-11304	18	11	process	process	NOUN
american_scientific_journal-11304	18	12	,	,	PUNCT
american_scientific_journal-11304	18	13	using	use	VERB
american_scientific_journal-11304	18	14	past	past	ADJ
american_scientific_journal-11304	18	15	values	value	NOUN
american_scientific_journal-11304	18	16	of	of	ADP
american_scientific_journal-11304	18	17	the	the	DET
american_scientific_journal-11304	18	18	variable	variable	NOUN
american_scientific_journal-11304	18	19	of	of	ADP
american_scientific_journal-11304	18	20	interest	interest	NOUN
american_scientific_journal-11304	18	21	(	(	PUNCT
american_scientific_journal-11304	18	22	study	study	NOUN
american_scientific_journal-11304	18	23	)	)	PUNCT
american_scientific_journal-11304	18	24	,	,	PUNCT
american_scientific_journal-11304	18	25	based	base	VERB
american_scientific_journal-11304	18	26	on	on	ADP
american_scientific_journal-11304	18	27	the	the	DET
american_scientific_journal-11304	18	28	idea	idea	NOUN
american_scientific_journal-11304	18	29	that	that	SCONJ
american_scientific_journal-11304	18	30	past	past	ADJ
american_scientific_journal-11304	18	31	observations	observation	NOUN
american_scientific_journal-11304	18	32	contain	contain	VERB
american_scientific_journal-11304	18	33	information	information	NOUN
american_scientific_journal-11304	18	34	about	about	ADP
american_scientific_journal-11304	18	35	the	the	DET
american_scientific_journal-11304	18	36	level	level	NOUN
american_scientific_journal-11304	18	37	and	and	CCONJ
american_scientific_journal-11304	18	38	behaviour	behaviour	NOUN
american_scientific_journal-11304	18	39	of	of	ADP
american_scientific_journal-11304	18	40	the	the	DET
american_scientific_journal-11304	18	41	time	time	NOUN
american_scientific_journal-11304	18	42	series	series	NOUN
american_scientific_journal-11304	18	43	under	under	ADP
american_scientific_journal-11304	18	44	analysis	analysis	NOUN
american_scientific_journal-11304	18	45	reference	reference	NOUN
american_scientific_journal-11304	18	46	[	[	X
american_scientific_journal-11304	18	47	19	19	NUM
american_scientific_journal-11304	18	48	]	]	PUNCT
american_scientific_journal-11304	18	49	.	.	PUNCT
american_scientific_journal-11304	19	1	among	among	ADP
american_scientific_journal-11304	19	2	the	the	DET
american_scientific_journal-11304	19	3	various	various	ADJ
american_scientific_journal-11304	19	4	methodologies	methodology	NOUN
american_scientific_journal-11304	19	5	used	use	VERB
american_scientific_journal-11304	19	6	for	for	ADP
american_scientific_journal-11304	19	7	this	this	DET
american_scientific_journal-11304	19	8	purpose	purpose	NOUN
american_scientific_journal-11304	19	9	,	,	PUNCT
american_scientific_journal-11304	19	10	the	the	DET
american_scientific_journal-11304	19	11	box	box	PROPN
american_scientific_journal-11304	19	12	&	&	CCONJ
american_scientific_journal-11304	19	13	jenkins	jenkins	PROPN
american_scientific_journal-11304	19	14	models	model	NOUN
american_scientific_journal-11304	19	15	and	and	CCONJ
american_scientific_journal-11304	19	16	the	the	DET
american_scientific_journal-11304	19	17	holt	holt	NOUN
american_scientific_journal-11304	19	18	and	and	CCONJ
american_scientific_journal-11304	19	19	winters	winter	NOUN
american_scientific_journal-11304	19	20	exponential	exponential	ADJ
american_scientific_journal-11304	19	21	damping	damp	VERB
american_scientific_journal-11304	19	22	models	model	NOUN
american_scientific_journal-11304	19	23	stand	stand	VERB
american_scientific_journal-11304	19	24	out	out	ADP
american_scientific_journal-11304	19	25	[	[	X
american_scientific_journal-11304	19	26	19	19	NUM
american_scientific_journal-11304	19	27	]	]	PUNCT
american_scientific_journal-11304	19	28	.	.	PUNCT
american_scientific_journal-11304	20	1	however	however	ADV
american_scientific_journal-11304	20	2	,	,	PUNCT
american_scientific_journal-11304	20	3	financial	financial	ADJ
american_scientific_journal-11304	20	4	time	time	NOUN
american_scientific_journal-11304	20	5	series	series	NOUN
american_scientific_journal-11304	20	6	such	such	ADJ
american_scientific_journal-11304	20	7	as	as	ADP
american_scientific_journal-11304	20	8	interest	interest	NOUN
american_scientific_journal-11304	20	9	rates	rate	NOUN
american_scientific_journal-11304	20	10	,	,	PUNCT
american_scientific_journal-11304	20	11	stock	stock	NOUN
american_scientific_journal-11304	20	12	prices	price	NOUN
american_scientific_journal-11304	20	13	,	,	PUNCT
american_scientific_journal-11304	20	14	exchange	exchange	NOUN
american_scientific_journal-11304	20	15	rates	rate	NOUN
american_scientific_journal-11304	20	16	,	,	PUNCT
american_scientific_journal-11304	20	17	inflation	inflation	NOUN
american_scientific_journal-11304	20	18	rates	rate	NOUN
american_scientific_journal-11304	20	19	,	,	PUNCT
american_scientific_journal-11304	20	20	etc	etc	X
american_scientific_journal-11304	20	21	.	.	X
american_scientific_journal-11304	20	22	,	,	PUNCT
american_scientific_journal-11304	20	23	often	often	ADV
american_scientific_journal-11304	20	24	exhibit	exhibit	VERB
american_scientific_journal-11304	20	25	the	the	DET
american_scientific_journal-11304	20	26	phenomenon	phenomenon	NOUN
american_scientific_journal-11304	20	27	of	of	ADP
american_scientific_journal-11304	20	28	“	"	PUNCT
american_scientific_journal-11304	20	29	volatility	volatility	NOUN
american_scientific_journal-11304	20	30	clustering	clustering	NOUN
american_scientific_journal-11304	20	31	”	"	PUNCT
american_scientific_journal-11304	20	32	[	[	X
american_scientific_journal-11304	20	33	19	19	NUM
american_scientific_journal-11304	20	34	]	]	PUNCT
american_scientific_journal-11304	20	35	i.e.	i.e.	X
american_scientific_journal-11304	20	36	periods	period	NOUN
american_scientific_journal-11304	20	37	in	in	ADP
american_scientific_journal-11304	20	38	which	which	PRON
american_scientific_journal-11304	20	39	that	that	SCONJ
american_scientific_journal-11304	20	40	their	their	PRON
american_scientific_journal-11304	20	41	prices	price	NOUN
american_scientific_journal-11304	20	42	show	show	VERB
american_scientific_journal-11304	20	43	large	large	ADJ
american_scientific_journal-11304	20	44	fluctuations	fluctuation	NOUN
american_scientific_journal-11304	20	45	over	over	ADP
american_scientific_journal-11304	20	46	an	an	DET
american_scientific_journal-11304	20	47	extended	extended	ADJ
american_scientific_journal-11304	20	48	period	period	NOUN
american_scientific_journal-11304	20	49	of	of	ADP
american_scientific_journal-11304	20	50	time	time	NOUN
american_scientific_journal-11304	20	51	,	,	PUNCT
american_scientific_journal-11304	20	52	followed	follow	VERB
american_scientific_journal-11304	20	53	by	by	ADP
american_scientific_journal-11304	20	54	periods	period	NOUN
american_scientific_journal-11304	20	55	in	in	ADP
american_scientific_journal-11304	20	56	which	which	PRON
american_scientific_journal-11304	20	57	there	there	PRON
american_scientific_journal-11304	20	58	is	be	VERB
american_scientific_journal-11304	20	59	relative	relative	ADJ
american_scientific_journal-11304	20	60	calm	calm	ADJ
american_scientific_journal-11304	20	61	,	,	PUNCT
american_scientific_journal-11304	20	62	suggesting	suggest	VERB
american_scientific_journal-11304	20	63	that	that	SCONJ
american_scientific_journal-11304	20	64	the	the	DET
american_scientific_journal-11304	20	65	variance	variance	NOUN
american_scientific_journal-11304	20	66	of	of	ADP
american_scientific_journal-11304	20	67	financial	financial	ADJ
american_scientific_journal-11304	20	68	time	time	NOUN
american_scientific_journal-11304	20	69	series	series	PROPN
american_scientific_journal-11304	20	70	varies	vary	VERB
american_scientific_journal-11304	20	71	over	over	ADP
american_scientific_journal-11304	20	72	time	time	NOUN
american_scientific_journal-11304	20	73	.	.	PUNCT
american_scientific_journal-11304	21	1	as	as	ADP
american_scientific_journal-11304	21	2	[	[	X
american_scientific_journal-11304	21	3	10	10	NUM
american_scientific_journal-11304	21	4	]	]	PUNCT
american_scientific_journal-11304	21	5	points	point	VERB
american_scientific_journal-11304	21	6	out	out	ADP
american_scientific_journal-11304	21	7	,	,	PUNCT
american_scientific_journal-11304	21	8	this	this	DET
american_scientific_journal-11304	21	9	characteristic	characteristic	NOUN
american_scientific_journal-11304	21	10	can	can	AUX
american_scientific_journal-11304	21	11	be	be	AUX
american_scientific_journal-11304	21	12	described	describe	VERB
american_scientific_journal-11304	21	13	by	by	ADP
american_scientific_journal-11304	21	14	the	the	DET
american_scientific_journal-11304	21	15	high	high	ADJ
american_scientific_journal-11304	21	16	auto	auto	NOUN
american_scientific_journal-11304	21	17	-	-	PUNCT
american_scientific_journal-11304	21	18	correlation	correlation	NOUN
american_scientific_journal-11304	21	19	in	in	ADP
american_scientific_journal-11304	21	20	the	the	DET
american_scientific_journal-11304	21	21	square	square	NOUN
american_scientific_journal-11304	21	22	of	of	ADP
american_scientific_journal-11304	21	23	returns	return	NOUN
american_scientific_journal-11304	21	24	.	.	PUNCT
american_scientific_journal-11304	22	1	the	the	DET
american_scientific_journal-11304	22	2	auto	auto	NOUN
american_scientific_journal-11304	22	3	-	-	PUNCT
american_scientific_journal-11304	22	4	correlation	correlation	NOUN
american_scientific_journal-11304	22	5	present	present	NOUN
american_scientific_journal-11304	22	6	in	in	ADP
american_scientific_journal-11304	22	7	the	the	DET
american_scientific_journal-11304	22	8	square	square	NOUN
american_scientific_journal-11304	22	9	of	of	ADP
american_scientific_journal-11304	22	10	returns	return	NOUN
american_scientific_journal-11304	22	11	of	of	ADP
american_scientific_journal-11304	22	12	financial	financial	ADJ
american_scientific_journal-11304	22	13	series	series	NOUN
american_scientific_journal-11304	22	14	means	mean	VERB
american_scientific_journal-11304	22	15	that	that	SCONJ
american_scientific_journal-11304	22	16	the	the	DET
american_scientific_journal-11304	22	17	conditional	conditional	ADJ
american_scientific_journal-11304	22	18	variance	variance	NOUN
american_scientific_journal-11304	22	19	presents	present	VERB
american_scientific_journal-11304	22	20	a	a	DET
american_scientific_journal-11304	22	21	temporal	temporal	ADJ
american_scientific_journal-11304	22	22	dependence	dependence	NOUN
american_scientific_journal-11304	22	23	on	on	ADP
american_scientific_journal-11304	22	24	past	past	ADJ
american_scientific_journal-11304	22	25	shocks	shock	NOUN
american_scientific_journal-11304	22	26	.	.	PUNCT
american_scientific_journal-11304	23	1	however	however	ADV
american_scientific_journal-11304	23	2	,	,	PUNCT
american_scientific_journal-11304	23	3	there	there	PRON
american_scientific_journal-11304	23	4	is	be	VERB
american_scientific_journal-11304	23	5	now	now	ADV
american_scientific_journal-11304	23	6	growing	grow	VERB
american_scientific_journal-11304	23	7	evidence	evidence	NOUN
american_scientific_journal-11304	23	8	to	to	PART
american_scientific_journal-11304	23	9	suggest	suggest	VERB
american_scientific_journal-11304	23	10	that	that	SCONJ
american_scientific_journal-11304	23	11	the	the	DET
american_scientific_journal-11304	23	12	use	use	NOUN
american_scientific_journal-11304	23	13	of	of	ADP
american_scientific_journal-11304	23	14	forecast	forecast	NOUN
american_scientific_journal-11304	23	15	volatilities	volatility	NOUN
american_scientific_journal-11304	23	16	obtained	obtain	VERB
american_scientific_journal-11304	23	17	through	through	ADP
american_scientific_journal-11304	23	18	time	time	NOUN
american_scientific_journal-11304	23	19	series	series	NOUN
american_scientific_journal-11304	23	20	models	model	NOUN
american_scientific_journal-11304	23	21	has	have	AUX
american_scientific_journal-11304	23	22	led	lead	VERB
american_scientific_journal-11304	23	23	to	to	ADP
american_scientific_journal-11304	23	24	better	well	ADJ
american_scientific_journal-11304	23	25	and	and	CCONJ
american_scientific_journal-11304	23	26	more	more	ADV
american_scientific_journal-11304	23	27	accurate	accurate	ADJ
american_scientific_journal-11304	23	28	option	option	NOUN
american_scientific_journal-11304	23	29	valuations	valuation	NOUN
american_scientific_journal-11304	23	30	[	[	X
american_scientific_journal-11304	23	31	6	6	NUM
american_scientific_journal-11304	23	32	]	]	PUNCT
american_scientific_journal-11304	23	33	.	.	PUNCT
american_scientific_journal-11304	24	1	among	among	ADP
american_scientific_journal-11304	24	2	the	the	DET
american_scientific_journal-11304	24	3	volatility	volatility	NOUN
american_scientific_journal-11304	24	4	forecast	forecast	NOUN
american_scientific_journal-11304	24	5	models	model	NOUN
american_scientific_journal-11304	24	6	,	,	PUNCT
american_scientific_journal-11304	24	7	the	the	DET
american_scientific_journal-11304	24	8	arch	arch	ADJ
american_scientific_journal-11304	24	9	(	(	PUNCT
american_scientific_journal-11304	24	10	autoregressive	autoregressive	ADJ
american_scientific_journal-11304	24	11	conditional	conditional	ADJ
american_scientific_journal-11304	24	12	heteroscedasticity	heteroscedasticity	NOUN
american_scientific_journal-11304	24	13	)	)	PUNCT
american_scientific_journal-11304	24	14	model	model	NOUN
american_scientific_journal-11304	24	15	,	,	PUNCT
american_scientific_journal-11304	24	16	originally	originally	ADV
american_scientific_journal-11304	24	17	developed	develop	VERB
american_scientific_journal-11304	24	18	by	by	ADP
american_scientific_journal-11304	24	19	[	[	X
american_scientific_journal-11304	24	20	7	7	NUM
american_scientific_journal-11304	24	21	]	]	PUNCT
american_scientific_journal-11304	24	22	.	.	PUNCT
american_scientific_journal-11304	25	1	the	the	DET
american_scientific_journal-11304	25	2	arch	arch	ADJ
american_scientific_journal-11304	25	3	model	model	NOUN
american_scientific_journal-11304	25	4	considers	consider	VERB
american_scientific_journal-11304	25	5	that	that	SCONJ
american_scientific_journal-11304	25	6	the	the	DET
american_scientific_journal-11304	25	7	volatility	volatility	NOUN
american_scientific_journal-11304	25	8	of	of	ADP
american_scientific_journal-11304	25	9	a	a	DET
american_scientific_journal-11304	25	10	time	time	NOUN
american_scientific_journal-11304	25	11	series	series	NOUN
american_scientific_journal-11304	25	12	is	be	AUX
american_scientific_journal-11304	25	13	a	a	DET
american_scientific_journal-11304	25	14	random	random	ADJ
american_scientific_journal-11304	25	15	variable	variable	NOUN
american_scientific_journal-11304	25	16	conditioned	condition	VERB
american_scientific_journal-11304	25	17	by	by	ADP
american_scientific_journal-11304	25	18	the	the	DET
american_scientific_journal-11304	25	19	variability	variability	NOUN
american_scientific_journal-11304	25	20	observed	observe	VERB
american_scientific_journal-11304	25	21	in	in	ADP
american_scientific_journal-11304	25	22	past	past	ADJ
american_scientific_journal-11304	25	23	moments	moment	NOUN
american_scientific_journal-11304	25	24	,	,	PUNCT
american_scientific_journal-11304	25	25	that	that	ADV
american_scientific_journal-11304	25	26	is	is	ADV
american_scientific_journal-11304	25	27	,	,	PUNCT
american_scientific_journal-11304	25	28	the	the	DET
american_scientific_journal-11304	25	29	conditioned	condition	VERB
american_scientific_journal-11304	25	30	variance	variance	NOUN
american_scientific_journal-11304	25	31	observed	observe	VERB
american_scientific_journal-11304	25	32	over	over	ADP
american_scientific_journal-11304	25	33	different	different	ADJ
american_scientific_journal-11304	25	34	periods	period	NOUN
american_scientific_journal-11304	25	35	can	can	AUX
american_scientific_journal-11304	25	36	be	be	AUX
american_scientific_journal-11304	25	37	auto	auto	NOUN
american_scientific_journal-11304	25	38	-	-	PUNCT
american_scientific_journal-11304	25	39	correlated	correlate	VERB
american_scientific_journal-11304	25	40	reference	reference	NOUN
american_scientific_journal-11304	25	41	[	[	X
american_scientific_journal-11304	25	42	11	11	NUM
american_scientific_journal-11304	25	43	]	]	PUNCT
american_scientific_journal-11304	25	44	.	.	PUNCT
american_scientific_journal-11304	26	1	the	the	DET
american_scientific_journal-11304	26	2	study	study	NOUN
american_scientific_journal-11304	26	3	aims	aim	VERB
american_scientific_journal-11304	26	4	to	to	PART
american_scientific_journal-11304	26	5	show	show	VERB
american_scientific_journal-11304	26	6	the	the	DET
american_scientific_journal-11304	26	7	applicability	applicability	NOUN
american_scientific_journal-11304	26	8	of	of	ADP
american_scientific_journal-11304	26	9	the	the	DET
american_scientific_journal-11304	26	10	auto	auto	NOUN
american_scientific_journal-11304	26	11	-	-	PUNCT
american_scientific_journal-11304	26	12	regressive	regressive	ADJ
american_scientific_journal-11304	26	13	conditional	conditional	ADJ
american_scientific_journal-11304	26	14	heteroscedasticity	heteroscedasticity	NOUN
american_scientific_journal-11304	26	15	models	model	NOUN
american_scientific_journal-11304	26	16	in	in	ADP
american_scientific_journal-11304	26	17	estimating	estimate	VERB
american_scientific_journal-11304	26	18	and	and	CCONJ
american_scientific_journal-11304	26	19	forecasting	forecast	VERB
american_scientific_journal-11304	26	20	the	the	DET
american_scientific_journal-11304	26	21	volatility	volatility	NOUN
american_scientific_journal-11304	26	22	of	of	ADP
american_scientific_journal-11304	26	23	the	the	DET
american_scientific_journal-11304	26	24	metical	metical	ADJ
american_scientific_journal-11304	26	25	/	/	SYM
american_scientific_journal-11304	26	26	dollar	dollar	NOUN
american_scientific_journal-11304	26	27	and	and	CCONJ
american_scientific_journal-11304	26	28	metical	metical	ADJ
american_scientific_journal-11304	26	29	/	/	SYM
american_scientific_journal-11304	26	30	rand	rand	NOUN
american_scientific_journal-11304	26	31	exchange	exchange	NOUN
american_scientific_journal-11304	26	32	rates	rate	NOUN
american_scientific_journal-11304	26	33	in	in	ADP
american_scientific_journal-11304	26	34	mozambique	mozambique	PROPN
american_scientific_journal-11304	26	35	from	from	ADP
american_scientific_journal-11304	26	36	january	january	PROPN
american_scientific_journal-11304	26	37	2010	2010	NUM
american_scientific_journal-11304	26	38	to	to	ADP
american_scientific_journal-11304	26	39	december	december	PROPN
american_scientific_journal-11304	26	40	2020	2020	NUM
american_scientific_journal-11304	26	41	.	.	PUNCT
american_scientific_journal-11304	27	1	2	2	X
american_scientific_journal-11304	27	2	.	.	X
american_scientific_journal-11304	27	3	literature	literature	NOUN
american_scientific_journal-11304	27	4	review	review	VERB
american_scientific_journal-11304	27	5	2.1	2.1	NUM
american_scientific_journal-11304	27	6	.	.	PUNCT
american_scientific_journal-11304	28	1	basic	basic	ADJ
american_scientific_journal-11304	28	2	concepts	concept	NOUN
american_scientific_journal-11304	28	3	of	of	ADP
american_scientific_journal-11304	28	4	return	return	NOUN
american_scientific_journal-11304	28	5	and	and	CCONJ
american_scientific_journal-11304	28	6	volatility	volatility	NOUN
american_scientific_journal-11304	28	7	i	i	NOUN
american_scientific_journal-11304	28	8	)	)	PUNCT
american_scientific_journal-11304	28	9	historical	historical	ADJ
american_scientific_journal-11304	28	10	volatility	volatility	NOUN
american_scientific_journal-11304	28	11	historical	historical	ADJ
american_scientific_journal-11304	28	12	volatility	volatility	NOUN
american_scientific_journal-11304	28	13	measures	measure	VERB
american_scientific_journal-11304	28	14	price	price	NOUN
american_scientific_journal-11304	28	15	fluctuations	fluctuation	NOUN
american_scientific_journal-11304	28	16	that	that	PRON
american_scientific_journal-11304	28	17	occurred	occur	VERB
american_scientific_journal-11304	28	18	in	in	ADP
american_scientific_journal-11304	28	19	the	the	DET
american_scientific_journal-11304	28	20	past	past	NOUN
american_scientific_journal-11304	28	21	and	and	CCONJ
american_scientific_journal-11304	28	22	is	be	AUX
american_scientific_journal-11304	28	23	generally	generally	ADV
american_scientific_journal-11304	28	24	used	use	VERB
american_scientific_journal-11304	28	25	as	as	ADP
american_scientific_journal-11304	28	26	a	a	DET
american_scientific_journal-11304	28	27	measure	measure	NOUN
american_scientific_journal-11304	28	28	of	of	ADP
american_scientific_journal-11304	28	29	the	the	DET
american_scientific_journal-11304	28	30	total	total	ADJ
american_scientific_journal-11304	28	31	risk	risk	NOUN
american_scientific_journal-11304	28	32	of	of	ADP
american_scientific_journal-11304	28	33	a	a	DET
american_scientific_journal-11304	28	34	financial	financial	ADJ
american_scientific_journal-11304	28	35	asset	asset	NOUN
american_scientific_journal-11304	28	36	.	.	PUNCT
american_scientific_journal-11304	29	1	the	the	DET
american_scientific_journal-11304	29	2	simplest	simple	ADJ
american_scientific_journal-11304	29	3	method	method	NOUN
american_scientific_journal-11304	29	4	of	of	ADP
american_scientific_journal-11304	29	5	calculation	calculation	NOUN
american_scientific_journal-11304	29	6	is	be	AUX
american_scientific_journal-11304	29	7	to	to	PART
american_scientific_journal-11304	29	8	calculate	calculate	VERB
american_scientific_journal-11304	29	9	the	the	DET
american_scientific_journal-11304	29	10	standard	standard	ADJ
american_scientific_journal-11304	29	11	deviation	deviation	NOUN
american_scientific_journal-11304	29	12	of	of	ADP
american_scientific_journal-11304	29	13	the	the	DET
american_scientific_journal-11304	29	14	periodic	periodic	ADJ
american_scientific_journal-11304	29	15	return	return	NOUN
american_scientific_journal-11304	29	16	of	of	ADP
american_scientific_journal-11304	29	17	assets	asset	NOUN
american_scientific_journal-11304	29	18	,	,	PUNCT
american_scientific_journal-11304	29	19	during	during	ADP
american_scientific_journal-11304	29	20	a	a	DET
american_scientific_journal-11304	29	21	period	period	NOUN
american_scientific_journal-11304	29	22	prior	prior	ADV
american_scientific_journal-11304	29	23	to	to	ADP
american_scientific_journal-11304	29	24	that	that	PRON
american_scientific_journal-11304	29	25	for	for	ADP
american_scientific_journal-11304	29	26	which	which	PRON
american_scientific_journal-11304	29	27	volatility	volatility	NOUN
american_scientific_journal-11304	29	28	is	be	AUX
american_scientific_journal-11304	29	29	to	to	PART
american_scientific_journal-11304	29	30	be	be	AUX
american_scientific_journal-11304	29	31	predicted	predict	VERB
american_scientific_journal-11304	29	32	.	.	PUNCT
american_scientific_journal-11304	30	1	the	the	PRON
american_scientific_journal-11304	30	2	greater	great	ADJ
american_scientific_journal-11304	30	3	the	the	DET
american_scientific_journal-11304	30	4	volatility	volatility	NOUN
american_scientific_journal-11304	30	5	,	,	PUNCT
american_scientific_journal-11304	30	6	the	the	PRON
american_scientific_journal-11304	30	7	greater	great	ADJ
american_scientific_journal-11304	30	8	the	the	DET
american_scientific_journal-11304	30	9	uncertainty	uncertainty	NOUN
american_scientific_journal-11304	30	10	.	.	PUNCT
american_scientific_journal-11304	31	1	it	it	PRON
american_scientific_journal-11304	31	2	is	be	AUX
american_scientific_journal-11304	31	3	important	important	ADJ
american_scientific_journal-11304	31	4	to	to	PART
american_scientific_journal-11304	31	5	note	note	VERB
american_scientific_journal-11304	31	6	that	that	SCONJ
american_scientific_journal-11304	31	7	volatility	volatility	NOUN
american_scientific_journal-11304	31	8	is	be	AUX
american_scientific_journal-11304	31	9	not	not	PART
american_scientific_journal-11304	31	10	a	a	DET
american_scientific_journal-11304	31	11	direction	direction	NOUN
american_scientific_journal-11304	31	12	,	,	PUNCT
american_scientific_journal-11304	31	13	but	but	CCONJ
american_scientific_journal-11304	31	14	rather	rather	ADV
american_scientific_journal-11304	31	15	an	an	DET
american_scientific_journal-11304	31	16	indicator	indicator	NOUN
american_scientific_journal-11304	31	17	,	,	PUNCT
american_scientific_journal-11304	31	18	as	as	SCONJ
american_scientific_journal-11304	31	19	variability	variability	NOUN
american_scientific_journal-11304	31	20	may	may	AUX
american_scientific_journal-11304	31	21	have	have	AUX
american_scientific_journal-11304	31	22	occurred	occur	VERB
american_scientific_journal-11304	31	23	only	only	ADV
american_scientific_journal-11304	31	24	in	in	ADP
american_scientific_journal-11304	31	25	that	that	DET
american_scientific_journal-11304	31	26	american	american	ADJ
american_scientific_journal-11304	31	27	academic	academic	ADJ
american_scientific_journal-11304	31	28	scientific	scientific	ADJ
american_scientific_journal-11304	31	29	research	research	NOUN
american_scientific_journal-11304	31	30	journal	journal	NOUN
american_scientific_journal-11304	31	31	for	for	ADP
american_scientific_journal-11304	31	32	engineering	engineering	NOUN
american_scientific_journal-11304	31	33	,	,	PUNCT
american_scientific_journal-11304	31	34	technology	technology	NOUN
american_scientific_journal-11304	31	35	,	,	PUNCT
american_scientific_journal-11304	31	36	and	and	CCONJ
american_scientific_journal-11304	31	37	sciences	science	NOUN
american_scientific_journal-11304	31	38	(	(	PUNCT
american_scientific_journal-11304	31	39	asrjets	asrjet	NOUN
american_scientific_journal-11304	31	40	)	)	PUNCT
american_scientific_journal-11304	31	41	volume	volume	NOUN
american_scientific_journal-11304	31	42	101	101	NUM
american_scientific_journal-11304	31	43	,	,	PUNCT
american_scientific_journal-11304	31	44	no	no	DET
american_scientific_journal-11304	31	45	1	1	NUM
american_scientific_journal-11304	31	46	,	,	PUNCT
american_scientific_journal-11304	31	47	pp	pp	ADV
american_scientific_journal-11304	31	48	43	43	NUM
american_scientific_journal-11304	31	49	-	-	SYM
american_scientific_journal-11304	31	50	70	70	NUM
american_scientific_journal-11304	31	51	45	45	NUM
american_scientific_journal-11304	31	52	behaviour	behaviour	NOUN
american_scientific_journal-11304	31	53	and	and	CCONJ
american_scientific_journal-11304	31	54	not	not	PART
american_scientific_journal-11304	31	55	be	be	AUX
american_scientific_journal-11304	31	56	repeated	repeat	VERB
american_scientific_journal-11304	31	57	.	.	PUNCT
american_scientific_journal-11304	32	1	it	it	PRON
american_scientific_journal-11304	32	2	can	can	AUX
american_scientific_journal-11304	32	3	be	be	AUX
american_scientific_journal-11304	32	4	said	say	VERB
american_scientific_journal-11304	32	5	that	that	SCONJ
american_scientific_journal-11304	32	6	historical	historical	ADJ
american_scientific_journal-11304	32	7	volatility	volatility	NOUN
american_scientific_journal-11304	32	8	only	only	ADV
american_scientific_journal-11304	32	9	gives	give	VERB
american_scientific_journal-11304	32	10	indications	indication	NOUN
american_scientific_journal-11304	32	11	of	of	ADP
american_scientific_journal-11304	32	12	what	what	PRON
american_scientific_journal-11304	32	13	happened	happen	VERB
american_scientific_journal-11304	32	14	in	in	ADP
american_scientific_journal-11304	32	15	the	the	DET
american_scientific_journal-11304	32	16	past	past	NOUN
american_scientific_journal-11304	32	17	,	,	PUNCT
american_scientific_journal-11304	32	18	and	and	CCONJ
american_scientific_journal-11304	32	19	it	it	PRON
american_scientific_journal-11304	32	20	is	be	AUX
american_scientific_journal-11304	32	21	not	not	PART
american_scientific_journal-11304	32	22	linear	linear	ADJ
american_scientific_journal-11304	32	23	that	that	SCONJ
american_scientific_journal-11304	32	24	they	they	PRON
american_scientific_journal-11304	32	25	will	will	AUX
american_scientific_journal-11304	32	26	happen	happen	VERB
american_scientific_journal-11304	32	27	in	in	ADP
american_scientific_journal-11304	32	28	the	the	DET
american_scientific_journal-11304	32	29	future	future	NOUN
american_scientific_journal-11304	32	30	.	.	PUNCT
american_scientific_journal-11304	33	1	it	it	PRON
american_scientific_journal-11304	33	2	is	be	AUX
american_scientific_journal-11304	33	3	said	say	VERB
american_scientific_journal-11304	33	4	to	to	PART
american_scientific_journal-11304	33	5	be	be	AUX
american_scientific_journal-11304	33	6	the	the	DET
american_scientific_journal-11304	33	7	starting	starting	NOUN
american_scientific_journal-11304	33	8	point	point	NOUN
american_scientific_journal-11304	33	9	for	for	ADP
american_scientific_journal-11304	33	10	estimating	estimate	VERB
american_scientific_journal-11304	33	11	future	future	ADJ
american_scientific_journal-11304	33	12	volatility	volatility	NOUN
american_scientific_journal-11304	33	13	.	.	PUNCT
american_scientific_journal-11304	34	1	ii	ii	X
american_scientific_journal-11304	34	2	)	)	PUNCT
american_scientific_journal-11304	34	3	implied	imply	VERB
american_scientific_journal-11304	34	4	volatility	volatility	NOUN
american_scientific_journal-11304	34	5	implied	imply	VERB
american_scientific_journal-11304	34	6	volatility	volatility	NOUN
american_scientific_journal-11304	34	7	is	be	AUX
american_scientific_journal-11304	34	8	the	the	DET
american_scientific_journal-11304	34	9	volatility	volatility	NOUN
american_scientific_journal-11304	34	10	incorporated	incorporate	VERB
american_scientific_journal-11304	34	11	into	into	ADP
american_scientific_journal-11304	34	12	the	the	DET
american_scientific_journal-11304	34	13	price	price	NOUN
american_scientific_journal-11304	34	14	of	of	ADP
american_scientific_journal-11304	34	15	assets	asset	NOUN
american_scientific_journal-11304	34	16	,	,	PUNCT
american_scientific_journal-11304	34	17	that	that	ADV
american_scientific_journal-11304	34	18	is	is	ADV
american_scientific_journal-11304	34	19	,	,	PUNCT
american_scientific_journal-11304	34	20	it	it	PRON
american_scientific_journal-11304	34	21	is	be	AUX
american_scientific_journal-11304	34	22	what	what	PRON
american_scientific_journal-11304	34	23	the	the	DET
american_scientific_journal-11304	34	24	market	market	NOUN
american_scientific_journal-11304	34	25	thinks	think	VERB
american_scientific_journal-11304	34	26	about	about	ADP
american_scientific_journal-11304	34	27	a	a	DET
american_scientific_journal-11304	34	28	given	give	VERB
american_scientific_journal-11304	34	29	asset	asset	NOUN
american_scientific_journal-11304	34	30	at	at	ADP
american_scientific_journal-11304	34	31	the	the	DET
american_scientific_journal-11304	34	32	moment	moment	NOUN
american_scientific_journal-11304	34	33	.	.	PUNCT
american_scientific_journal-11304	35	1	implied	imply	VERB
american_scientific_journal-11304	35	2	volatility	volatility	NOUN
american_scientific_journal-11304	35	3	is	be	AUX
american_scientific_journal-11304	35	4	a	a	DET
american_scientific_journal-11304	35	5	concept	concept	NOUN
american_scientific_journal-11304	35	6	that	that	PRON
american_scientific_journal-11304	35	7	applies	apply	VERB
american_scientific_journal-11304	35	8	only	only	ADV
american_scientific_journal-11304	35	9	to	to	ADP
american_scientific_journal-11304	35	10	options	option	NOUN
american_scientific_journal-11304	35	11	contracts	contract	NOUN
american_scientific_journal-11304	35	12	,	,	PUNCT
american_scientific_journal-11304	35	13	demonstrating	demonstrate	VERB
american_scientific_journal-11304	35	14	the	the	DET
american_scientific_journal-11304	35	15	market	market	NOUN
american_scientific_journal-11304	35	16	's	's	PART
american_scientific_journal-11304	35	17	interests	interest	NOUN
american_scientific_journal-11304	35	18	in	in	ADP
american_scientific_journal-11304	35	19	relation	relation	NOUN
american_scientific_journal-11304	35	20	to	to	ADP
american_scientific_journal-11304	35	21	the	the	DET
american_scientific_journal-11304	35	22	volatility	volatility	NOUN
american_scientific_journal-11304	35	23	of	of	ADP
american_scientific_journal-11304	35	24	financial	financial	ADJ
american_scientific_journal-11304	35	25	assets	asset	NOUN
american_scientific_journal-11304	35	26	.	.	PUNCT
american_scientific_journal-11304	36	1	implied	imply	VERB
american_scientific_journal-11304	36	2	volatility	volatility	NOUN
american_scientific_journal-11304	36	3	is	be	AUX
american_scientific_journal-11304	36	4	constantly	constantly	ADV
american_scientific_journal-11304	36	5	changing	change	VERB
american_scientific_journal-11304	36	6	,	,	PUNCT
american_scientific_journal-11304	36	7	and	and	CCONJ
american_scientific_journal-11304	36	8	has	have	VERB
american_scientific_journal-11304	36	9	a	a	DET
american_scientific_journal-11304	36	10	strong	strong	ADJ
american_scientific_journal-11304	36	11	relationship	relationship	NOUN
american_scientific_journal-11304	36	12	with	with	ADP
american_scientific_journal-11304	36	13	the	the	DET
american_scientific_journal-11304	36	14	price	price	NOUN
american_scientific_journal-11304	36	15	of	of	ADP
american_scientific_journal-11304	36	16	financial	financial	ADJ
american_scientific_journal-11304	36	17	assets	asset	NOUN
american_scientific_journal-11304	36	18	,	,	PUNCT
american_scientific_journal-11304	36	19	in	in	ADP
american_scientific_journal-11304	36	20	the	the	DET
american_scientific_journal-11304	36	21	sense	sense	NOUN
american_scientific_journal-11304	36	22	that	that	SCONJ
american_scientific_journal-11304	36	23	,	,	PUNCT
american_scientific_journal-11304	36	24	if	if	SCONJ
american_scientific_journal-11304	36	25	it	it	PRON
american_scientific_journal-11304	36	26	rises	rise	VERB
american_scientific_journal-11304	36	27	,	,	PUNCT
american_scientific_journal-11304	36	28	the	the	DET
american_scientific_journal-11304	36	29	price	price	NOUN
american_scientific_journal-11304	36	30	of	of	ADP
american_scientific_journal-11304	36	31	the	the	DET
american_scientific_journal-11304	36	32	financial	financial	ADJ
american_scientific_journal-11304	36	33	asset	asset	NOUN
american_scientific_journal-11304	36	34	also	also	ADV
american_scientific_journal-11304	36	35	rises	rise	VERB
american_scientific_journal-11304	36	36	,	,	PUNCT
american_scientific_journal-11304	36	37	just	just	ADV
american_scientific_journal-11304	36	38	as	as	SCONJ
american_scientific_journal-11304	36	39	happens	happen	VERB
american_scientific_journal-11304	36	40	vice	vice	NOUN
american_scientific_journal-11304	36	41	versa	versa	ADV
american_scientific_journal-11304	36	42	.	.	PUNCT
american_scientific_journal-11304	37	1	the	the	DET
american_scientific_journal-11304	37	2	model	model	NOUN
american_scientific_journal-11304	37	3	used	use	VERB
american_scientific_journal-11304	37	4	in	in	ADP
american_scientific_journal-11304	37	5	the	the	DET
american_scientific_journal-11304	37	6	financial	financial	ADJ
american_scientific_journal-11304	37	7	market	market	NOUN
american_scientific_journal-11304	37	8	to	to	PART
american_scientific_journal-11304	37	9	measure	measure	VERB
american_scientific_journal-11304	37	10	implied	imply	VERB
american_scientific_journal-11304	37	11	volatility	volatility	NOUN
american_scientific_journal-11304	37	12	is	be	AUX
american_scientific_journal-11304	37	13	the	the	DET
american_scientific_journal-11304	37	14	black	black	ADJ
american_scientific_journal-11304	37	15	-	-	PUNCT
american_scientific_journal-11304	37	16	sholes	shole	NOUN
american_scientific_journal-11304	37	17	model	model	NOUN
american_scientific_journal-11304	37	18	given	give	VERB
american_scientific_journal-11304	37	19	by	by	ADP
american_scientific_journal-11304	37	20	formulas	formula	NOUN
american_scientific_journal-11304	37	21	(	(	PUNCT
american_scientific_journal-11304	37	22	1	1	NUM
american_scientific_journal-11304	37	23	)	)	PUNCT
american_scientific_journal-11304	37	24	and	and	CCONJ
american_scientific_journal-11304	37	25	(	(	PUNCT
american_scientific_journal-11304	37	26	2	2	NUM
american_scientific_journal-11304	37	27	)	)	PUNCT
american_scientific_journal-11304	37	28	,	,	PUNCT
american_scientific_journal-11304	37	29	solving	solve	VERB
american_scientific_journal-11304	37	30	it	it	PRON
american_scientific_journal-11304	37	31	in	in	ADP
american_scientific_journal-11304	37	32	order	order	NOUN
american_scientific_journal-11304	37	33	to	to	ADP
american_scientific_journal-11304	37	34	the	the	DET
american_scientific_journal-11304	37	35	variable	variable	NOUN
american_scientific_journal-11304	37	36	that	that	PRON
american_scientific_journal-11304	37	37	represents	represent	VERB
american_scientific_journal-11304	37	38	volatility	volatility	NOUN
american_scientific_journal-11304	37	39	,	,	PUNCT
american_scientific_journal-11304	37	40	with	with	ADP
american_scientific_journal-11304	37	41	the	the	DET
american_scientific_journal-11304	37	42	financial	financial	ADJ
american_scientific_journal-11304	37	43	asset	asset	NOUN
american_scientific_journal-11304	37	44	premium	premium	NOUN
american_scientific_journal-11304	37	45	being	be	AUX
american_scientific_journal-11304	37	46	a	a	DET
american_scientific_journal-11304	37	47	explanatory	explanatory	ADJ
american_scientific_journal-11304	37	48	variable	variable	NOUN
american_scientific_journal-11304	37	49	.	.	PUNCT
american_scientific_journal-11304	38	1	1	1	NUM
american_scientific_journal-11304	38	2	2	2	NUM
american_scientific_journal-11304	38	3	(	(	PUNCT
american_scientific_journal-11304	38	4	)	)	PUNCT
american_scientific_journal-11304	38	5	(	(	PUNCT
american_scientific_journal-11304	38	6	)	)	PUNCT
american_scientific_journal-11304	38	7	rtc	rtc	PROPN
american_scientific_journal-11304	38	8	sn	sn	PROPN
american_scientific_journal-11304	38	9	d	d	PROPN
american_scientific_journal-11304	38	10	xe	xe	PROPN
american_scientific_journal-11304	38	11	n	n	PROPN
american_scientific_journal-11304	38	12	d	d	PROPN
american_scientific_journal-11304	38	13			PROPN
american_scientific_journal-11304	38	14	(	(	PUNCT
american_scientific_journal-11304	38	15	1	1	NUM
american_scientific_journal-11304	38	16	)	)	SYM
american_scientific_journal-11304	38	17	2	2	NUM
american_scientific_journal-11304	38	18	1	1	NUM
american_scientific_journal-11304	38	19	(	(	PUNCT
american_scientific_journal-11304	38	20	)	)	PUNCT
american_scientific_journal-11304	38	21	(	(	PUNCT
american_scientific_journal-11304	38	22	)	)	PUNCT
american_scientific_journal-11304	38	23	rtp	rtp	PROPN
american_scientific_journal-11304	38	24	xe	xe	PROPN
american_scientific_journal-11304	38	25	n	n	PROPN
american_scientific_journal-11304	38	26	d	d	PROPN
american_scientific_journal-11304	38	27	sn	sn	PROPN
american_scientific_journal-11304	38	28	d	d	X
american_scientific_journal-11304	38	29			PROPN
american_scientific_journal-11304	38	30			PROPN
american_scientific_journal-11304	38	31			NOUN
american_scientific_journal-11304	38	32	(	(	PUNCT
american_scientific_journal-11304	38	33	2	2	NUM
american_scientific_journal-11304	38	34	)	)	PUNCT
american_scientific_journal-11304	38	35	whereby	whereby	ADV
american_scientific_journal-11304	38	36	:	:	PUNCT
american_scientific_journal-11304	38	37	2	2	NUM
american_scientific_journal-11304	38	38	1	1	NUM
american_scientific_journal-11304	38	39	ln	ln	ADJ
american_scientific_journal-11304	38	40	(	(	PUNCT
american_scientific_journal-11304	38	41	/	/	SYM
american_scientific_journal-11304	38	42	)	)	PUNCT
american_scientific_journal-11304	38	43	(	(	PUNCT
american_scientific_journal-11304	38	44	)	)	PUNCT
american_scientific_journal-11304	38	45	2	2	NUM
american_scientific_journal-11304	38	46	s	s	NOUN
american_scientific_journal-11304	38	47	x	x	NOUN
american_scientific_journal-11304	38	48	r	r	NOUN
american_scientific_journal-11304	38	49	t	t	PROPN
american_scientific_journal-11304	38	50	d	d	X
american_scientific_journal-11304	38	51	t	t	PROPN
american_scientific_journal-11304	38	52			PROPN
american_scientific_journal-11304	38	53			PROPN
american_scientific_journal-11304	38	54			ADV
american_scientific_journal-11304	38	55			PUNCT
american_scientific_journal-11304	38	56			PROPN
american_scientific_journal-11304	38	57	e	e	SYM
american_scientific_journal-11304	38	58	2	2	NUM
american_scientific_journal-11304	38	59	2	2	NUM
american_scientific_journal-11304	38	60	1	1	NUM
american_scientific_journal-11304	38	61	ln	ln	ADJ
american_scientific_journal-11304	38	62	(	(	PUNCT
american_scientific_journal-11304	38	63	/	/	SYM
american_scientific_journal-11304	38	64	)	)	PUNCT
american_scientific_journal-11304	38	65	(	(	PUNCT
american_scientific_journal-11304	38	66	)	)	PUNCT
american_scientific_journal-11304	38	67	2	2	NUM
american_scientific_journal-11304	38	68	s	s	NOUN
american_scientific_journal-11304	38	69	x	x	NOUN
american_scientific_journal-11304	38	70	r	r	NOUN
american_scientific_journal-11304	38	71	t	t	NOUN
american_scientific_journal-11304	39	1	d	d	X
american_scientific_journal-11304	39	2	d	d	PROPN
american_scientific_journal-11304	39	3	t	t	PROPN
american_scientific_journal-11304	39	4	t	t	X
american_scientific_journal-11304	39	5			X
american_scientific_journal-11304	39	6			X
american_scientific_journal-11304	39	7			X
american_scientific_journal-11304	39	8			X
american_scientific_journal-11304	39	9			PROPN
american_scientific_journal-11304	39	10			PROPN
american_scientific_journal-11304	39	11			PROPN
american_scientific_journal-11304	39	12			NOUN
american_scientific_journal-11304	39	13	where	where	SCONJ
american_scientific_journal-11304	39	14	:	:	PUNCT
american_scientific_journal-11304	39	15	c	c	X
american_scientific_journal-11304	39	16	:	:	PUNCT
american_scientific_journal-11304	39	17	call	call	NOUN
american_scientific_journal-11304	39	18	option	option	NOUN
american_scientific_journal-11304	39	19	price	price	NOUN
american_scientific_journal-11304	39	20	;	;	PUNCT
american_scientific_journal-11304	39	21	p	p	X
american_scientific_journal-11304	39	22	:	:	PUNCT
american_scientific_journal-11304	39	23	sell	sell	VERB
american_scientific_journal-11304	39	24	option	option	NOUN
american_scientific_journal-11304	39	25	price	price	NOUN
american_scientific_journal-11304	39	26	;	;	PUNCT
american_scientific_journal-11304	39	27	s	s	X
american_scientific_journal-11304	39	28	:	:	PUNCT
american_scientific_journal-11304	39	29	current	current	ADJ
american_scientific_journal-11304	39	30	price	price	NOUN
american_scientific_journal-11304	39	31	;	;	PUNCT
american_scientific_journal-11304	39	32	:x	:x	PUNCT
american_scientific_journal-11304	39	33	exercise	exercise	NOUN
american_scientific_journal-11304	39	34	or	or	CCONJ
american_scientific_journal-11304	39	35	contract	contract	NOUN
american_scientific_journal-11304	39	36	price	price	NOUN
american_scientific_journal-11304	39	37	;	;	PUNCT
american_scientific_journal-11304	39	38	:	:	PUNCT
american_scientific_journal-11304	39	39	r	r	NOUN
american_scientific_journal-11304	39	40	risk	risk	NOUN
american_scientific_journal-11304	39	41	interest	interest	NOUN
american_scientific_journal-11304	39	42	rate	rate	NOUN
american_scientific_journal-11304	39	43	;	;	PUNCT
american_scientific_journal-11304	39	44	t	t	PROPN
american_scientific_journal-11304	39	45	:	:	PUNCT
american_scientific_journal-11304	39	46	due	due	ADJ
american_scientific_journal-11304	39	47	date	date	NOUN
american_scientific_journal-11304	39	48	;	;	PUNCT
american_scientific_journal-11304	39	49			NUM
american_scientific_journal-11304	39	50	:	:	PUNCT
american_scientific_journal-11304	39	51	financial	financial	ADJ
american_scientific_journal-11304	39	52	asset	asset	NOUN
american_scientific_journal-11304	39	53	price	price	NOUN
american_scientific_journal-11304	39	54	volatility	volatility	NOUN
american_scientific_journal-11304	39	55	;	;	PUNCT
american_scientific_journal-11304	39	56	:	:	PUNCT
american_scientific_journal-11304	39	57	n	n	PRON
american_scientific_journal-11304	39	58	represents	represent	VERB
american_scientific_journal-11304	39	59	the	the	DET
american_scientific_journal-11304	39	60	accumulated	accumulate	VERB
american_scientific_journal-11304	39	61	normal	normal	ADJ
american_scientific_journal-11304	39	62	distribution	distribution	NOUN
american_scientific_journal-11304	39	63	.	.	PUNCT
american_scientific_journal-11304	40	1	iii	iii	X
american_scientific_journal-11304	40	2	)	)	PUNCT
american_scientific_journal-11304	40	3	future	future	NOUN
american_scientific_journal-11304	40	4	or	or	CCONJ
american_scientific_journal-11304	40	5	forecast	forecast	NOUN
american_scientific_journal-11304	40	6	volatility	volatility	NOUN
american_scientific_journal-11304	40	7	future	future	NOUN
american_scientific_journal-11304	40	8	or	or	CCONJ
american_scientific_journal-11304	40	9	forecast	forecast	NOUN
american_scientific_journal-11304	40	10	volatility	volatility	NOUN
american_scientific_journal-11304	40	11	takes	take	VERB
american_scientific_journal-11304	40	12	into	into	ADP
american_scientific_journal-11304	40	13	account	account	NOUN
american_scientific_journal-11304	40	14	the	the	DET
american_scientific_journal-11304	40	15	uncertainty	uncertainty	NOUN
american_scientific_journal-11304	40	16	of	of	ADP
american_scientific_journal-11304	40	17	the	the	DET
american_scientific_journal-11304	40	18	future	future	NOUN
american_scientific_journal-11304	40	19	and	and	CCONJ
american_scientific_journal-11304	40	20	is	be	AUX
american_scientific_journal-11304	40	21	therefore	therefore	ADV
american_scientific_journal-11304	40	22	the	the	DET
american_scientific_journal-11304	40	23	most	most	ADV
american_scientific_journal-11304	40	24	complex	complex	NOUN
american_scientific_journal-11304	40	25	to	to	PART
american_scientific_journal-11304	40	26	estimate	estimate	VERB
american_scientific_journal-11304	40	27	,	,	PUNCT
american_scientific_journal-11304	40	28	given	give	VERB
american_scientific_journal-11304	40	29	its	its	PRON
american_scientific_journal-11304	40	30	difficulty	difficulty	NOUN
american_scientific_journal-11304	40	31	in	in	ADP
american_scientific_journal-11304	40	32	estimating	estimate	VERB
american_scientific_journal-11304	40	33	the	the	DET
american_scientific_journal-11304	40	34	price	price	NOUN
american_scientific_journal-11304	40	35	of	of	ADP
american_scientific_journal-11304	40	36	the	the	DET
american_scientific_journal-11304	40	37	underlying	underlie	VERB
american_scientific_journal-11304	40	38	asset	asset	NOUN
american_scientific_journal-11304	40	39	for	for	ADP
american_scientific_journal-11304	40	40	the	the	DET
american_scientific_journal-11304	40	41	option	option	NOUN
american_scientific_journal-11304	40	42	period	period	NOUN
american_scientific_journal-11304	40	43	until	until	ADP
american_scientific_journal-11304	40	44	its	its	PRON
american_scientific_journal-11304	40	45	expiration	expiration	NOUN
american_scientific_journal-11304	40	46	.	.	PUNCT
american_scientific_journal-11304	41	1	efficient	efficient	ADJ
american_scientific_journal-11304	41	2	portfolio	portfolio	NOUN
american_scientific_journal-11304	41	3	management	management	NOUN
american_scientific_journal-11304	41	4	requires	require	VERB
american_scientific_journal-11304	41	5	good	good	ADJ
american_scientific_journal-11304	41	6	prediction	prediction	NOUN
american_scientific_journal-11304	41	7	of	of	ADP
american_scientific_journal-11304	41	8	changes	change	NOUN
american_scientific_journal-11304	41	9	in	in	ADP
american_scientific_journal-11304	41	10	asset	asset	NOUN
american_scientific_journal-11304	41	11	prices	price	NOUN
american_scientific_journal-11304	41	12	in	in	ADP
american_scientific_journal-11304	41	13	the	the	DET
american_scientific_journal-11304	41	14	market	market	NOUN
american_scientific_journal-11304	41	15	,	,	PUNCT
american_scientific_journal-11304	41	16	as	as	SCONJ
american_scientific_journal-11304	41	17	a	a	DET
american_scientific_journal-11304	41	18	more	more	ADV
american_scientific_journal-11304	41	19	agitated	agitated	ADJ
american_scientific_journal-11304	41	20	market	market	NOUN
american_scientific_journal-11304	41	21	will	will	AUX
american_scientific_journal-11304	41	22	require	require	VERB
american_scientific_journal-11304	41	23	a	a	DET
american_scientific_journal-11304	41	24	greater	great	ADJ
american_scientific_journal-11304	41	25	forecast	forecast	NOUN
american_scientific_journal-11304	41	26	of	of	ADP
american_scientific_journal-11304	41	27	volatility	volatility	NOUN
american_scientific_journal-11304	41	28	than	than	ADP
american_scientific_journal-11304	41	29	a	a	DET
american_scientific_journal-11304	41	30	calm	calm	ADJ
american_scientific_journal-11304	41	31	market	market	NOUN
american_scientific_journal-11304	41	32	.	.	PUNCT
american_scientific_journal-11304	42	1	for	for	ADP
american_scientific_journal-11304	42	2	a	a	DET
american_scientific_journal-11304	42	3	more	more	ADV
american_scientific_journal-11304	42	4	approximate	approximate	ADJ
american_scientific_journal-11304	42	5	analysis	analysis	NOUN
american_scientific_journal-11304	42	6	,	,	PUNCT
american_scientific_journal-11304	42	7	and	and	CCONJ
american_scientific_journal-11304	42	8	to	to	PART
american_scientific_journal-11304	42	9	obtain	obtain	VERB
american_scientific_journal-11304	42	10	a	a	DET
american_scientific_journal-11304	42	11	starting	starting	NOUN
american_scientific_journal-11304	42	12	point	point	NOUN
american_scientific_journal-11304	42	13	for	for	ADP
american_scientific_journal-11304	42	14	estimating	estimate	VERB
american_scientific_journal-11304	42	15	future	future	ADJ
american_scientific_journal-11304	42	16	volatility	volatility	NOUN
american_scientific_journal-11304	42	17	,	,	PUNCT
american_scientific_journal-11304	42	18	values	value	NOUN
american_scientific_journal-11304	42	19	of	of	ADP
american_scientific_journal-11304	42	20	historical	historical	ADJ
american_scientific_journal-11304	42	21	volatility	volatility	NOUN
american_scientific_journal-11304	42	22	and	and	CCONJ
american_scientific_journal-11304	42	23	implied	imply	VERB
american_scientific_journal-11304	42	24	volatility	volatility	NOUN
american_scientific_journal-11304	42	25	can	can	AUX
american_scientific_journal-11304	42	26	be	be	AUX
american_scientific_journal-11304	42	27	used	use	VERB
american_scientific_journal-11304	42	28	in	in	ADP
american_scientific_journal-11304	42	29	order	order	NOUN
american_scientific_journal-11304	42	30	to	to	PART
american_scientific_journal-11304	42	31	arrive	arrive	VERB
american_scientific_journal-11304	42	32	at	at	ADP
american_scientific_journal-11304	42	33	values	value	NOUN
american_scientific_journal-11304	42	34	that	that	PRON
american_scientific_journal-11304	42	35	are	be	AUX
american_scientific_journal-11304	42	36	starting	start	VERB
american_scientific_journal-11304	42	37	points	point	NOUN
american_scientific_journal-11304	42	38	for	for	ADP
american_scientific_journal-11304	42	39	analyzes	analyze	NOUN
american_scientific_journal-11304	42	40	that	that	PRON
american_scientific_journal-11304	42	41	attempt	attempt	NOUN
american_scientific_journal-11304	42	42	to	to	PART
american_scientific_journal-11304	42	43	project	project	VERB
american_scientific_journal-11304	42	44	possible	possible	ADJ
american_scientific_journal-11304	42	45	future	future	ADJ
american_scientific_journal-11304	42	46	scenarios	scenario	NOUN
american_scientific_journal-11304	42	47	.	.	PUNCT
american_scientific_journal-11304	43	1	there	there	PRON
american_scientific_journal-11304	43	2	are	be	VERB
american_scientific_journal-11304	43	3	several	several	ADJ
american_scientific_journal-11304	43	4	methods	method	NOUN
american_scientific_journal-11304	43	5	proposed	propose	VERB
american_scientific_journal-11304	43	6	to	to	PART
american_scientific_journal-11304	43	7	determine	determine	VERB
american_scientific_journal-11304	43	8	the	the	DET
american_scientific_journal-11304	43	9	value	value	NOUN
american_scientific_journal-11304	43	10	of	of	ADP
american_scientific_journal-11304	43	11	future	future	ADJ
american_scientific_journal-11304	43	12	or	or	CCONJ
american_scientific_journal-11304	43	13	forecast	forecast	NOUN
american_scientific_journal-11304	43	14	volatility	volatility	NOUN
american_scientific_journal-11304	43	15	,	,	PUNCT
american_scientific_journal-11304	43	16	and	and	CCONJ
american_scientific_journal-11304	43	17	there	there	PRON
american_scientific_journal-11304	43	18	is	be	VERB
american_scientific_journal-11304	43	19	no	no	DET
american_scientific_journal-11304	43	20	more	more	ADV
american_scientific_journal-11304	43	21	correct	correct	ADJ
american_scientific_journal-11304	43	22	method	method	NOUN
american_scientific_journal-11304	43	23	to	to	PART
american_scientific_journal-11304	43	24	use	use	VERB
american_scientific_journal-11304	43	25	.	.	PUNCT
american_scientific_journal-11304	44	1	in	in	ADP
american_scientific_journal-11304	44	2	general	general	ADJ
american_scientific_journal-11304	44	3	,	,	PUNCT
american_scientific_journal-11304	44	4	variants	variant	NOUN
american_scientific_journal-11304	44	5	of	of	ADP
american_scientific_journal-11304	44	6	the	the	DET
american_scientific_journal-11304	44	7	arch	arch	ADJ
american_scientific_journal-11304	44	8	/	/	SYM
american_scientific_journal-11304	44	9	garch	garch	NOUN
american_scientific_journal-11304	44	10	class	class	NOUN
american_scientific_journal-11304	44	11	models	model	NOUN
american_scientific_journal-11304	44	12	are	be	AUX
american_scientific_journal-11304	44	13	used	use	VERB
american_scientific_journal-11304	44	14	.	.	PUNCT
american_scientific_journal-11304	45	1	although	although	SCONJ
american_scientific_journal-11304	45	2	volatility	volatility	NOUN
american_scientific_journal-11304	45	3	is	be	AUX
american_scientific_journal-11304	45	4	not	not	PART
american_scientific_journal-11304	45	5	measured	measure	VERB
american_scientific_journal-11304	45	6	directly	directly	ADV
american_scientific_journal-11304	45	7	,	,	PUNCT
american_scientific_journal-11304	45	8	it	it	PRON
american_scientific_journal-11304	45	9	manifests	manifest	VERB
american_scientific_journal-11304	45	10	itself	itself	PRON
american_scientific_journal-11304	45	11	in	in	ADP
american_scientific_journal-11304	45	12	various	various	ADJ
american_scientific_journal-11304	45	13	ways	way	NOUN
american_scientific_journal-11304	45	14	in	in	ADP
american_scientific_journal-11304	45	15	a	a	DET
american_scientific_journal-11304	45	16	financial	financial	ADJ
american_scientific_journal-11304	45	17	series	series	NOUN
american_scientific_journal-11304	45	18	[	[	X
american_scientific_journal-11304	45	19	17	17	NUM
american_scientific_journal-11304	45	20	]	]	SYM
american_scientific_journal-11304	45	21	:	:	PUNCT
american_scientific_journal-11304	45	22	i	i	X
american_scientific_journal-11304	45	23	)	)	PUNCT
american_scientific_journal-11304	45	24	volatility	volatility	NOUN
american_scientific_journal-11304	45	25	appears	appear	VERB
american_scientific_journal-11304	45	26	in	in	ADP
american_scientific_journal-11304	45	27	groups	group	NOUN
american_scientific_journal-11304	45	28	,	,	PUNCT
american_scientific_journal-11304	45	29	of	of	ADP
american_scientific_journal-11304	45	30	greater	great	ADJ
american_scientific_journal-11304	45	31	or	or	CCONJ
american_scientific_journal-11304	45	32	lesser	less	ADJ
american_scientific_journal-11304	45	33	variability	variability	NOUN
american_scientific_journal-11304	45	34	;	;	PUNCT
american_scientific_journal-11304	45	35	american	american	ADJ
american_scientific_journal-11304	45	36	academic	academic	ADJ
american_scientific_journal-11304	45	37	scientific	scientific	ADJ
american_scientific_journal-11304	45	38	research	research	NOUN
american_scientific_journal-11304	45	39	journal	journal	NOUN
american_scientific_journal-11304	45	40	for	for	ADP
american_scientific_journal-11304	45	41	engineering	engineering	NOUN
american_scientific_journal-11304	45	42	,	,	PUNCT
american_scientific_journal-11304	45	43	technology	technology	NOUN
american_scientific_journal-11304	45	44	,	,	PUNCT
american_scientific_journal-11304	45	45	and	and	CCONJ
american_scientific_journal-11304	45	46	sciences	science	NOUN
american_scientific_journal-11304	45	47	(	(	PUNCT
american_scientific_journal-11304	45	48	asrjets	asrjet	NOUN
american_scientific_journal-11304	45	49	)	)	PUNCT
american_scientific_journal-11304	45	50	volume	volume	NOUN
american_scientific_journal-11304	45	51	101	101	NUM
american_scientific_journal-11304	45	52	,	,	PUNCT
american_scientific_journal-11304	45	53	no	no	DET
american_scientific_journal-11304	45	54	1	1	NUM
american_scientific_journal-11304	45	55	,	,	PUNCT
american_scientific_journal-11304	45	56	pp	pp	ADV
american_scientific_journal-11304	45	57	43	43	NUM
american_scientific_journal-11304	45	58	-	-	SYM
american_scientific_journal-11304	45	59	70	70	NUM
american_scientific_journal-11304	45	60	46	46	NUM
american_scientific_journal-11304	45	61	ii	ii	NOUN
american_scientific_journal-11304	45	62	)	)	PUNCT
american_scientific_journal-11304	45	63	volatility	volatility	NOUN
american_scientific_journal-11304	45	64	evolves	evolve	VERB
american_scientific_journal-11304	45	65	continuously	continuously	ADV
american_scientific_journal-11304	45	66	over	over	ADP
american_scientific_journal-11304	45	67	time	time	NOUN
american_scientific_journal-11304	45	68	and	and	CCONJ
american_scientific_journal-11304	45	69	can	can	AUX
american_scientific_journal-11304	45	70	be	be	AUX
american_scientific_journal-11304	45	71	considered	consider	VERB
american_scientific_journal-11304	45	72	stationary	stationary	ADJ
american_scientific_journal-11304	45	73	;	;	PUNCT
american_scientific_journal-11304	45	74	iii	iii	X
american_scientific_journal-11304	45	75	)	)	PUNCT
american_scientific_journal-11304	45	76	it	it	PRON
american_scientific_journal-11304	45	77	reacts	react	VERB
american_scientific_journal-11304	45	78	differently	differently	ADV
american_scientific_journal-11304	45	79	to	to	ADP
american_scientific_journal-11304	45	80	positive	positive	ADJ
american_scientific_journal-11304	45	81	and	and	CCONJ
american_scientific_journal-11304	45	82	negative	negative	ADJ
american_scientific_journal-11304	45	83	values	value	NOUN
american_scientific_journal-11304	45	84	in	in	ADP
american_scientific_journal-11304	45	85	the	the	DET
american_scientific_journal-11304	45	86	series	series	NOUN
american_scientific_journal-11304	45	87	.	.	PUNCT
american_scientific_journal-11304	46	1	the	the	DET
american_scientific_journal-11304	46	2	justification	justification	NOUN
american_scientific_journal-11304	46	3	for	for	ADP
american_scientific_journal-11304	46	4	working	work	VERB
american_scientific_journal-11304	46	5	with	with	ADP
american_scientific_journal-11304	46	6	returns	return	NOUN
american_scientific_journal-11304	46	7	is	be	AUX
american_scientific_journal-11304	46	8	that	that	SCONJ
american_scientific_journal-11304	46	9	they	they	PRON
american_scientific_journal-11304	46	10	are	be	AUX
american_scientific_journal-11304	46	11	scale	scale	NOUN
american_scientific_journal-11304	46	12	-	-	PUNCT
american_scientific_journal-11304	46	13	free	free	ADJ
american_scientific_journal-11304	46	14	and	and	CCONJ
american_scientific_journal-11304	46	15	have	have	VERB
american_scientific_journal-11304	46	16	interesting	interesting	ADJ
american_scientific_journal-11304	46	17	statistical	statistical	ADJ
american_scientific_journal-11304	46	18	properties	property	NOUN
american_scientific_journal-11304	46	19	,	,	PUNCT
american_scientific_journal-11304	46	20	such	such	ADJ
american_scientific_journal-11304	46	21	as	as	ADP
american_scientific_journal-11304	46	22	stationarity	stationarity	NOUN
american_scientific_journal-11304	46	23	and	and	CCONJ
american_scientific_journal-11304	46	24	ergodicity	ergodicity	NOUN
american_scientific_journal-11304	46	25	.	.	PUNCT
american_scientific_journal-11304	47	1	volatility	volatility	NOUN
american_scientific_journal-11304	47	2	is	be	AUX
american_scientific_journal-11304	47	3	directly	directly	ADV
american_scientific_journal-11304	47	4	linked	link	VERB
american_scientific_journal-11304	47	5	to	to	ADP
american_scientific_journal-11304	47	6	the	the	DET
american_scientific_journal-11304	47	7	price	price	NOUN
american_scientific_journal-11304	47	8	of	of	ADP
american_scientific_journal-11304	47	9	an	an	DET
american_scientific_journal-11304	47	10	asset	asset	NOUN
american_scientific_journal-11304	47	11	,	,	PUNCT
american_scientific_journal-11304	47	12	having	have	VERB
american_scientific_journal-11304	47	13	as	as	ADP
american_scientific_journal-11304	47	14	an	an	DET
american_scientific_journal-11304	47	15	important	important	ADJ
american_scientific_journal-11304	47	16	characteristic	characteristic	NOUN
american_scientific_journal-11304	47	17	the	the	DET
american_scientific_journal-11304	47	18	leverage	leverage	NOUN
american_scientific_journal-11304	47	19	effect	effect	NOUN
american_scientific_journal-11304	47	20	.	.	PUNCT
american_scientific_journal-11304	48	1	in	in	ADP
american_scientific_journal-11304	48	2	the	the	DET
american_scientific_journal-11304	48	3	case	case	NOUN
american_scientific_journal-11304	48	4	of	of	ADP
american_scientific_journal-11304	48	5	the	the	DET
american_scientific_journal-11304	48	6	constant	constant	ADJ
american_scientific_journal-11304	48	7	presence	presence	NOUN
american_scientific_journal-11304	48	8	of	of	ADP
american_scientific_journal-11304	48	9	price	price	NOUN
american_scientific_journal-11304	48	10	increases	increase	NOUN
american_scientific_journal-11304	48	11	,	,	PUNCT
american_scientific_journal-11304	48	12	this	this	DET
american_scientific_journal-11304	48	13	effect	effect	NOUN
american_scientific_journal-11304	48	14	is	be	AUX
american_scientific_journal-11304	48	15	identified	identify	VERB
american_scientific_journal-11304	48	16	by	by	ADP
american_scientific_journal-11304	48	17	the	the	DET
american_scientific_journal-11304	48	18	low	low	ADJ
american_scientific_journal-11304	48	19	volatility	volatility	NOUN
american_scientific_journal-11304	48	20	in	in	ADP
american_scientific_journal-11304	48	21	the	the	DET
american_scientific_journal-11304	48	22	return	return	NOUN
american_scientific_journal-11304	48	23	series	series	NOUN
american_scientific_journal-11304	48	24	.	.	PUNCT
american_scientific_journal-11304	49	1	in	in	ADP
american_scientific_journal-11304	49	2	the	the	DET
american_scientific_journal-11304	49	3	case	case	NOUN
american_scientific_journal-11304	49	4	of	of	ADP
american_scientific_journal-11304	49	5	constant	constant	ADJ
american_scientific_journal-11304	49	6	price	price	NOUN
american_scientific_journal-11304	49	7	drops	drop	NOUN
american_scientific_journal-11304	49	8	,	,	PUNCT
american_scientific_journal-11304	49	9	the	the	DET
american_scientific_journal-11304	49	10	return	return	NOUN
american_scientific_journal-11304	49	11	series	series	NOUN
american_scientific_journal-11304	49	12	presents	present	VERB
american_scientific_journal-11304	49	13	high	high	ADJ
american_scientific_journal-11304	49	14	volatility	volatility	NOUN
american_scientific_journal-11304	49	15	.	.	PUNCT
american_scientific_journal-11304	50	1	however	however	ADV
american_scientific_journal-11304	50	2	,	,	PUNCT
american_scientific_journal-11304	50	3	for	for	ADP
american_scientific_journal-11304	50	4	the	the	DET
american_scientific_journal-11304	50	5	financial	financial	ADJ
american_scientific_journal-11304	50	6	market	market	NOUN
american_scientific_journal-11304	50	7	,	,	PUNCT
american_scientific_journal-11304	50	8	volatility	volatility	NOUN
american_scientific_journal-11304	50	9	is	be	AUX
american_scientific_journal-11304	50	10	an	an	DET
american_scientific_journal-11304	50	11	important	important	ADJ
american_scientific_journal-11304	50	12	measure	measure	NOUN
american_scientific_journal-11304	50	13	for	for	ADP
american_scientific_journal-11304	50	14	describing	describe	VERB
american_scientific_journal-11304	50	15	the	the	DET
american_scientific_journal-11304	50	16	speed	speed	NOUN
american_scientific_journal-11304	50	17	of	of	ADP
american_scientific_journal-11304	50	18	market	market	NOUN
american_scientific_journal-11304	50	19	change	change	NOUN
american_scientific_journal-11304	50	20	.	.	PUNCT
american_scientific_journal-11304	51	1	markets	market	NOUN
american_scientific_journal-11304	51	2	that	that	PRON
american_scientific_journal-11304	51	3	move	move	VERB
american_scientific_journal-11304	51	4	slowly	slowly	ADV
american_scientific_journal-11304	51	5	are	be	AUX
american_scientific_journal-11304	51	6	markets	market	NOUN
american_scientific_journal-11304	51	7	with	with	ADP
american_scientific_journal-11304	51	8	low	low	ADJ
american_scientific_journal-11304	51	9	volatility	volatility	NOUN
american_scientific_journal-11304	51	10	and	and	CCONJ
american_scientific_journal-11304	51	11	those	those	PRON
american_scientific_journal-11304	51	12	that	that	PRON
american_scientific_journal-11304	51	13	move	move	VERB
american_scientific_journal-11304	51	14	faster	fast	ADV
american_scientific_journal-11304	51	15	are	be	AUX
american_scientific_journal-11304	51	16	markets	market	NOUN
american_scientific_journal-11304	51	17	with	with	ADP
american_scientific_journal-11304	51	18	high	high	ADJ
american_scientific_journal-11304	51	19	volatility	volatility	NOUN
american_scientific_journal-11304	51	20	.	.	PUNCT
american_scientific_journal-11304	52	1	thus	thus	ADV
american_scientific_journal-11304	52	2	,	,	PUNCT
american_scientific_journal-11304	52	3	according	accord	VERB
american_scientific_journal-11304	52	4	to	to	ADP
american_scientific_journal-11304	52	5	[	[	X
american_scientific_journal-11304	52	6	16	16	NUM
american_scientific_journal-11304	52	7	]	]	PUNCT
american_scientific_journal-11304	52	8	returns	return	NOUN
american_scientific_journal-11304	52	9	present	present	VERB
american_scientific_journal-11304	52	10	the	the	DET
american_scientific_journal-11304	52	11	following	following	ADJ
american_scientific_journal-11304	52	12	characteristics	characteristic	NOUN
american_scientific_journal-11304	52	13	below	below	ADV
american_scientific_journal-11304	52	14	,	,	PUNCT
american_scientific_journal-11304	52	15	also	also	ADV
american_scientific_journal-11304	52	16	known	know	VERB
american_scientific_journal-11304	52	17	as	as	ADP
american_scientific_journal-11304	52	18	stylized	stylize	VERB
american_scientific_journal-11304	52	19	facts	fact	NOUN
american_scientific_journal-11304	52	20	:	:	PUNCT
american_scientific_journal-11304	52	21	i	i	PRON
american_scientific_journal-11304	52	22	)	)	PUNCT
american_scientific_journal-11304	52	23	they	they	PRON
american_scientific_journal-11304	52	24	have	have	VERB
american_scientific_journal-11304	52	25	an	an	DET
american_scientific_journal-11304	52	26	average	average	ADJ
american_scientific_journal-11304	52	27	close	close	ADV
american_scientific_journal-11304	52	28	to	to	ADP
american_scientific_journal-11304	52	29	zero	zero	NUM
american_scientific_journal-11304	52	30	;	;	PUNCT
american_scientific_journal-11304	52	31	ii	ii	X
american_scientific_journal-11304	52	32	)	)	PUNCT
american_scientific_journal-11304	52	33	its	its	PRON
american_scientific_journal-11304	52	34	squares	square	NOUN
american_scientific_journal-11304	52	35	are	be	AUX
american_scientific_journal-11304	52	36	auto	auto	NOUN
american_scientific_journal-11304	52	37	correlated	correlate	VERB
american_scientific_journal-11304	52	38	;	;	PUNCT
american_scientific_journal-11304	52	39	iii	iii	X
american_scientific_journal-11304	52	40	)	)	PUNCT
american_scientific_journal-11304	52	41	its	its	PRON
american_scientific_journal-11304	52	42	series	series	NOUN
american_scientific_journal-11304	52	43	show	show	VERB
american_scientific_journal-11304	52	44	clustering	clustering	NOUN
american_scientific_journal-11304	52	45	of	of	ADP
american_scientific_journal-11304	52	46	volatility	volatility	NOUN
american_scientific_journal-11304	52	47	over	over	ADP
american_scientific_journal-11304	52	48	time	time	NOUN
american_scientific_journal-11304	52	49	;	;	PUNCT
american_scientific_journal-11304	52	50	vi	vi	X
american_scientific_journal-11304	52	51	)	)	PUNCT
american_scientific_journal-11304	52	52	they	they	PRON
american_scientific_journal-11304	52	53	present	present	VERB
american_scientific_journal-11304	52	54	an	an	DET
american_scientific_journal-11304	52	55	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	52	56	effect	effect	NOUN
american_scientific_journal-11304	52	57	;	;	PUNCT
american_scientific_journal-11304	52	58	v	v	X
american_scientific_journal-11304	52	59	)	)	PUNCT
american_scientific_journal-11304	52	60	they	they	PRON
american_scientific_journal-11304	52	61	have	have	VERB
american_scientific_journal-11304	52	62	a	a	DET
american_scientific_journal-11304	52	63	leverage	leverage	NOUN
american_scientific_journal-11304	52	64	effect	effect	NOUN
american_scientific_journal-11304	52	65	;	;	PUNCT
american_scientific_journal-11304	52	66	vi	vi	X
american_scientific_journal-11304	52	67	)	)	PUNCT
american_scientific_journal-11304	52	68	their	their	PRON
american_scientific_journal-11304	52	69	distributions	distribution	NOUN
american_scientific_journal-11304	52	70	have	have	VERB
american_scientific_journal-11304	52	71	heavier	heavy	ADJ
american_scientific_journal-11304	52	72	tails	tail	NOUN
american_scientific_journal-11304	52	73	than	than	ADP
american_scientific_journal-11304	52	74	the	the	DET
american_scientific_journal-11304	52	75	normal	normal	ADJ
american_scientific_journal-11304	52	76	ones	one	NOUN
american_scientific_journal-11304	52	77	;	;	PUNCT
american_scientific_journal-11304	52	78	vii	vii	PROPN
american_scientific_journal-11304	52	79	)	)	PUNCT
american_scientific_journal-11304	52	80	some	some	DET
american_scientific_journal-11304	52	81	return	return	NOUN
american_scientific_journal-11304	52	82	series	series	NOUN
american_scientific_journal-11304	52	83	are	be	AUX
american_scientific_journal-11304	52	84	non	non	ADJ
american_scientific_journal-11304	52	85	-	-	ADJ
american_scientific_journal-11304	52	86	linear	linear	ADJ
american_scientific_journal-11304	52	87	.	.	PUNCT
american_scientific_journal-11304	53	1	according	accord	VERB
american_scientific_journal-11304	53	2	to	to	ADP
american_scientific_journal-11304	53	3	[	[	X
american_scientific_journal-11304	53	4	23,8,15	23,8,15	NUM
american_scientific_journal-11304	53	5	]	]	X
american_scientific_journal-11304	53	6	,	,	PUNCT
american_scientific_journal-11304	53	7	the	the	DET
american_scientific_journal-11304	53	8	distribution	distribution	NOUN
american_scientific_journal-11304	53	9	of	of	ADP
american_scientific_journal-11304	53	10	financial	financial	ADJ
american_scientific_journal-11304	53	11	series	series	NOUN
american_scientific_journal-11304	53	12	has	have	VERB
american_scientific_journal-11304	53	13	heavier	heavy	ADJ
american_scientific_journal-11304	53	14	tails	tail	NOUN
american_scientific_journal-11304	53	15	than	than	ADP
american_scientific_journal-11304	53	16	a	a	DET
american_scientific_journal-11304	53	17	normal	normal	ADJ
american_scientific_journal-11304	53	18	distribution	distribution	NOUN
american_scientific_journal-11304	53	19	.	.	PUNCT
american_scientific_journal-11304	54	1	for	for	ADP
american_scientific_journal-11304	54	2	reference	reference	NOUN
american_scientific_journal-11304	54	3	[	[	X
american_scientific_journal-11304	54	4	15,23	15,23	NUM
american_scientific_journal-11304	54	5	]	]	PUNCT
american_scientific_journal-11304	54	6	,	,	PUNCT
american_scientific_journal-11304	54	7	although	although	SCONJ
american_scientific_journal-11304	54	8	the	the	DET
american_scientific_journal-11304	54	9	return	return	NOUN
american_scientific_journal-11304	54	10	series	series	NOUN
american_scientific_journal-11304	54	11	are	be	AUX
american_scientific_journal-11304	54	12	approximately	approximately	ADV
american_scientific_journal-11304	54	13	symmetric	symmetric	ADJ
american_scientific_journal-11304	54	14	,	,	PUNCT
american_scientific_journal-11304	54	15	they	they	PRON
american_scientific_journal-11304	54	16	present	present	VERB
american_scientific_journal-11304	54	17	excess	excess	ADJ
american_scientific_journal-11304	54	18	kurtosis	kurtosis	NOUN
american_scientific_journal-11304	54	19	(	(	PUNCT
american_scientific_journal-11304	54	20	they	they	PRON
american_scientific_journal-11304	54	21	are	be	AUX
american_scientific_journal-11304	54	22	leptokurtic	leptokurtic	ADJ
american_scientific_journal-11304	54	23	series	series	NOUN
american_scientific_journal-11304	54	24	)	)	PUNCT
american_scientific_journal-11304	54	25	.	.	PUNCT
american_scientific_journal-11304	55	1	2.2	2.2	NUM
american_scientific_journal-11304	55	2	.	.	PUNCT
american_scientific_journal-11304	56	1	exchange	exchange	NOUN
american_scientific_journal-11304	56	2	rates	rate	NOUN
american_scientific_journal-11304	56	3	commercial	commercial	ADJ
american_scientific_journal-11304	56	4	exchange	exchange	NOUN
american_scientific_journal-11304	56	5	between	between	ADP
american_scientific_journal-11304	56	6	countries	country	NOUN
american_scientific_journal-11304	56	7	is	be	AUX
american_scientific_journal-11304	56	8	carried	carry	VERB
american_scientific_journal-11304	56	9	out	out	ADP
american_scientific_journal-11304	56	10	using	use	VERB
american_scientific_journal-11304	56	11	an	an	DET
american_scientific_journal-11304	56	12	exchange	exchange	NOUN
american_scientific_journal-11304	56	13	rate	rate	NOUN
american_scientific_journal-11304	56	14	,	,	PUNCT
american_scientific_journal-11304	56	15	which	which	PRON
american_scientific_journal-11304	56	16	represents	represent	VERB
american_scientific_journal-11304	56	17	the	the	DET
american_scientific_journal-11304	56	18	price	price	NOUN
american_scientific_journal-11304	56	19	that	that	PRON
american_scientific_journal-11304	56	20	residents	resident	NOUN
american_scientific_journal-11304	56	21	of	of	ADP
american_scientific_journal-11304	56	22	these	these	DET
american_scientific_journal-11304	56	23	countries	country	NOUN
american_scientific_journal-11304	56	24	use	use	VERB
american_scientific_journal-11304	56	25	in	in	ADP
american_scientific_journal-11304	56	26	their	their	PRON
american_scientific_journal-11304	56	27	commercial	commercial	ADJ
american_scientific_journal-11304	56	28	transactions	transaction	NOUN
american_scientific_journal-11304	56	29	.	.	PUNCT
american_scientific_journal-11304	57	1	[	[	X
american_scientific_journal-11304	57	2	21	21	NUM
american_scientific_journal-11304	57	3	]	]	PUNCT
american_scientific_journal-11304	57	4	defines	define	VERB
american_scientific_journal-11304	57	5	the	the	DET
american_scientific_journal-11304	57	6	exchange	exchange	NOUN
american_scientific_journal-11304	57	7	rate	rate	NOUN
american_scientific_journal-11304	57	8	as	as	ADP
american_scientific_journal-11304	57	9	the	the	DET
american_scientific_journal-11304	57	10	price	price	NOUN
american_scientific_journal-11304	57	11	of	of	ADP
american_scientific_journal-11304	57	12	one	one	NUM
american_scientific_journal-11304	57	13	country	country	NOUN
american_scientific_journal-11304	57	14	's	's	PART
american_scientific_journal-11304	57	15	money	money	NOUN
american_scientific_journal-11304	57	16	in	in	ADP
american_scientific_journal-11304	57	17	relation	relation	NOUN
american_scientific_journal-11304	57	18	to	to	ADP
american_scientific_journal-11304	57	19	another	another	DET
american_scientific_journal-11304	57	20	country	country	NOUN
american_scientific_journal-11304	57	21	's	's	PART
american_scientific_journal-11304	57	22	money	money	NOUN
american_scientific_journal-11304	57	23	.	.	PUNCT
american_scientific_journal-11304	58	1	there	there	PRON
american_scientific_journal-11304	58	2	are	be	VERB
american_scientific_journal-11304	58	3	two	two	NUM
american_scientific_journal-11304	58	4	types	type	NOUN
american_scientific_journal-11304	58	5	of	of	ADP
american_scientific_journal-11304	58	6	exchange	exchange	NOUN
american_scientific_journal-11304	58	7	rates	rate	NOUN
american_scientific_journal-11304	58	8	:	:	PUNCT
american_scientific_journal-11304	58	9	nominal	nominal	ADJ
american_scientific_journal-11304	58	10	exchange	exchange	NOUN
american_scientific_journal-11304	58	11	rate	rate	NOUN
american_scientific_journal-11304	58	12	and	and	CCONJ
american_scientific_journal-11304	58	13	real	real	ADJ
american_scientific_journal-11304	58	14	exchange	exchange	NOUN
american_scientific_journal-11304	58	15	rate	rate	NOUN
american_scientific_journal-11304	58	16	.	.	PUNCT
american_scientific_journal-11304	59	1	the	the	DET
american_scientific_journal-11304	59	2	nominal	nominal	ADJ
american_scientific_journal-11304	59	3	exchange	exchange	NOUN
american_scientific_journal-11304	59	4	rate	rate	NOUN
american_scientific_journal-11304	59	5	is	be	AUX
american_scientific_journal-11304	59	6	the	the	DET
american_scientific_journal-11304	59	7	relative	relative	ADJ
american_scientific_journal-11304	59	8	price	price	NOUN
american_scientific_journal-11304	59	9	of	of	ADP
american_scientific_journal-11304	59	10	the	the	DET
american_scientific_journal-11304	59	11	currency	currency	NOUN
american_scientific_journal-11304	59	12	of	of	ADP
american_scientific_journal-11304	59	13	two	two	NUM
american_scientific_journal-11304	59	14	countries	country	NOUN
american_scientific_journal-11304	59	15	.	.	PUNCT
american_scientific_journal-11304	60	1	in	in	ADP
american_scientific_journal-11304	60	2	turn	turn	NOUN
american_scientific_journal-11304	60	3	,	,	PUNCT
american_scientific_journal-11304	60	4	the	the	DET
american_scientific_journal-11304	60	5	real	real	ADJ
american_scientific_journal-11304	60	6	exchange	exchange	NOUN
american_scientific_journal-11304	60	7	rate	rate	NOUN
american_scientific_journal-11304	60	8	represents	represent	VERB
american_scientific_journal-11304	60	9	the	the	DET
american_scientific_journal-11304	60	10	rate	rate	NOUN
american_scientific_journal-11304	60	11	at	at	ADP
american_scientific_journal-11304	60	12	which	which	PRON
american_scientific_journal-11304	60	13	economic	economic	ADJ
american_scientific_journal-11304	60	14	agents	agent	NOUN
american_scientific_journal-11304	60	15	from	from	ADP
american_scientific_journal-11304	60	16	different	different	ADJ
american_scientific_journal-11304	60	17	countries	country	NOUN
american_scientific_journal-11304	60	18	can	can	AUX
american_scientific_journal-11304	60	19	transact	transact	VERB
american_scientific_journal-11304	60	20	goods	good	NOUN
american_scientific_journal-11304	60	21	and	and	CCONJ
american_scientific_journal-11304	60	22	services	service	NOUN
american_scientific_journal-11304	60	23	between	between	ADP
american_scientific_journal-11304	60	24	them	they	PRON
american_scientific_journal-11304	60	25	.	.	PUNCT
american_scientific_journal-11304	61	1	sometimes	sometimes	ADV
american_scientific_journal-11304	61	2	this	this	DET
american_scientific_journal-11304	61	3	rate	rate	NOUN
american_scientific_journal-11304	61	4	is	be	AUX
american_scientific_journal-11304	61	5	called	call	VERB
american_scientific_journal-11304	61	6	terms	term	NOUN
american_scientific_journal-11304	61	7	of	of	ADP
american_scientific_journal-11304	61	8	trade	trade	NOUN
american_scientific_journal-11304	61	9	[	[	X
american_scientific_journal-11304	61	10	13	13	NUM
american_scientific_journal-11304	61	11	]	]	PUNCT
american_scientific_journal-11304	61	12	.	.	PUNCT
american_scientific_journal-11304	62	1	the	the	DET
american_scientific_journal-11304	62	2	real	real	ADJ
american_scientific_journal-11304	62	3	exchange	exchange	NOUN
american_scientific_journal-11304	62	4	rate	rate	NOUN
american_scientific_journal-11304	62	5	between	between	ADP
american_scientific_journal-11304	62	6	two	two	NUM
american_scientific_journal-11304	62	7	countries	country	NOUN
american_scientific_journal-11304	62	8	is	be	AUX
american_scientific_journal-11304	62	9	calculated	calculate	VERB
american_scientific_journal-11304	62	10	from	from	ADP
american_scientific_journal-11304	62	11	the	the	DET
american_scientific_journal-11304	62	12	nominal	nominal	ADJ
american_scientific_journal-11304	62	13	rate	rate	NOUN
american_scientific_journal-11304	62	14	and	and	CCONJ
american_scientific_journal-11304	62	15	the	the	DET
american_scientific_journal-11304	62	16	price	price	NOUN
american_scientific_journal-11304	62	17	level	level	NOUN
american_scientific_journal-11304	62	18	between	between	ADP
american_scientific_journal-11304	62	19	two	two	NUM
american_scientific_journal-11304	62	20	countries	country	NOUN
american_scientific_journal-11304	62	21	.	.	PUNCT
american_scientific_journal-11304	63	1	thus	thus	ADV
american_scientific_journal-11304	63	2	,	,	PUNCT
american_scientific_journal-11304	63	3	the	the	DET
american_scientific_journal-11304	63	4	real	real	ADJ
american_scientific_journal-11304	63	5	exchange	exchange	NOUN
american_scientific_journal-11304	63	6	rate	rate	NOUN
american_scientific_journal-11304	63	7	can	can	AUX
american_scientific_journal-11304	63	8	be	be	AUX
american_scientific_journal-11304	63	9	defined	define	VERB
american_scientific_journal-11304	63	10	as	as	ADP
american_scientific_journal-11304	63	11	the	the	DET
american_scientific_journal-11304	63	12	product	product	NOUN
american_scientific_journal-11304	63	13	between	between	ADP
american_scientific_journal-11304	63	14	the	the	DET
american_scientific_journal-11304	63	15	nominal	nominal	ADJ
american_scientific_journal-11304	63	16	exchange	exchange	NOUN
american_scientific_journal-11304	63	17	rate	rate	NOUN
american_scientific_journal-11304	63	18	and	and	CCONJ
american_scientific_journal-11304	63	19	the	the	DET
american_scientific_journal-11304	63	20	price	price	NOUN
american_scientific_journal-11304	63	21	level	level	NOUN
american_scientific_journal-11304	63	22	ratio	ratio	NOUN
american_scientific_journal-11304	63	23	.	.	PUNCT
american_scientific_journal-11304	64	1	if	if	SCONJ
american_scientific_journal-11304	64	2	“	"	PUNCT
american_scientific_journal-11304	64	3	e	e	X
american_scientific_journal-11304	64	4	”	"	PUNCT
american_scientific_journal-11304	64	5	is	be	AUX
american_scientific_journal-11304	64	6	considered	consider	VERB
american_scientific_journal-11304	64	7	as	as	ADP
american_scientific_journal-11304	64	8	the	the	DET
american_scientific_journal-11304	64	9	nominal	nominal	ADJ
american_scientific_journal-11304	64	10	exchange	exchange	NOUN
american_scientific_journal-11304	64	11	rate	rate	NOUN
american_scientific_journal-11304	64	12	,	,	PUNCT
american_scientific_journal-11304	64	13	“	"	PUNCT
american_scientific_journal-11304	64	14	p	p	NOUN
american_scientific_journal-11304	64	15	”	"	PUNCT
american_scientific_journal-11304	64	16	as	as	ADP
american_scientific_journal-11304	64	17	the	the	DET
american_scientific_journal-11304	64	18	domestic	domestic	ADJ
american_scientific_journal-11304	64	19	price	price	NOUN
american_scientific_journal-11304	64	20	and	and	CCONJ
american_scientific_journal-11304	64	21	“	"	PUNCT
american_scientific_journal-11304	64	22	p	p	X
american_scientific_journal-11304	64	23	*	*	NOUN
american_scientific_journal-11304	64	24	”	"	PUNCT
american_scientific_journal-11304	64	25	as	as	ADP
american_scientific_journal-11304	64	26	the	the	DET
american_scientific_journal-11304	64	27	rest	rest	NOUN
american_scientific_journal-11304	64	28	of	of	ADP
american_scientific_journal-11304	64	29	the	the	DET
american_scientific_journal-11304	64	30	world	world	NOUN
american_scientific_journal-11304	64	31	price	price	NOUN
american_scientific_journal-11304	64	32	,	,	PUNCT
american_scientific_journal-11304	64	33	the	the	DET
american_scientific_journal-11304	64	34	concept	concept	NOUN
american_scientific_journal-11304	64	35	of	of	ADP
american_scientific_journal-11304	64	36	real	real	ADJ
american_scientific_journal-11304	64	37	exchange	exchange	NOUN
american_scientific_journal-11304	64	38	rate	rate	NOUN
american_scientific_journal-11304	64	39	can	can	AUX
american_scientific_journal-11304	64	40	be	be	AUX
american_scientific_journal-11304	64	41	mathematically	mathematically	ADV
american_scientific_journal-11304	64	42	written	write	VERB
american_scientific_journal-11304	64	43	as	as	ADP
american_scientific_journal-11304	64	44	:	:	PUNCT
american_scientific_journal-11304	64	45	p	p	X
american_scientific_journal-11304	64	46	*	*	PUNCT
american_scientific_journal-11304	64	47	p	p	X
american_scientific_journal-11304	64	48	e	e	PROPN
american_scientific_journal-11304	64	49			NUM
american_scientific_journal-11304	64	50	(	(	PUNCT
american_scientific_journal-11304	64	51	3	3	NUM
american_scientific_journal-11304	64	52	)	)	PUNCT
american_scientific_journal-11304	64	53	if	if	SCONJ
american_scientific_journal-11304	64	54	the	the	DET
american_scientific_journal-11304	64	55	real	real	ADJ
american_scientific_journal-11304	64	56	exchange	exchange	NOUN
american_scientific_journal-11304	64	57	rate	rate	NOUN
american_scientific_journal-11304	64	58	is	be	AUX
american_scientific_journal-11304	64	59	high	high	ADJ
american_scientific_journal-11304	64	60	,	,	PUNCT
american_scientific_journal-11304	64	61	it	it	PRON
american_scientific_journal-11304	64	62	means	mean	VERB
american_scientific_journal-11304	64	63	that	that	SCONJ
american_scientific_journal-11304	64	64	the	the	DET
american_scientific_journal-11304	64	65	product	product	NOUN
american_scientific_journal-11304	64	66	from	from	ADP
american_scientific_journal-11304	64	67	abroad	abroad	ADV
american_scientific_journal-11304	64	68	is	be	AUX
american_scientific_journal-11304	64	69	relatively	relatively	ADV
american_scientific_journal-11304	64	70	cheap	cheap	ADJ
american_scientific_journal-11304	64	71	,	,	PUNCT
american_scientific_journal-11304	64	72	and	and	CCONJ
american_scientific_journal-11304	64	73	the	the	DET
american_scientific_journal-11304	64	74	domestic	domestic	ADJ
american_scientific_journal-11304	64	75	product	product	NOUN
american_scientific_journal-11304	64	76	is	be	AUX
american_scientific_journal-11304	64	77	relatively	relatively	ADV
american_scientific_journal-11304	64	78	expensive	expensive	ADJ
american_scientific_journal-11304	64	79	.	.	PUNCT
american_scientific_journal-11304	65	1	if	if	SCONJ
american_scientific_journal-11304	65	2	the	the	DET
american_scientific_journal-11304	65	3	real	real	ADJ
american_scientific_journal-11304	65	4	exchange	exchange	NOUN
american_scientific_journal-11304	65	5	rate	rate	NOUN
american_scientific_journal-11304	65	6	is	be	AUX
american_scientific_journal-11304	65	7	low	low	ADJ
american_scientific_journal-11304	65	8	,	,	PUNCT
american_scientific_journal-11304	65	9	it	it	PRON
american_scientific_journal-11304	65	10	means	mean	VERB
american_scientific_journal-11304	65	11	that	that	SCONJ
american_scientific_journal-11304	65	12	products	product	NOUN
american_scientific_journal-11304	65	13	abroad	abroad	ADV
american_scientific_journal-11304	65	14	are	be	AUX
american_scientific_journal-11304	65	15	relatively	relatively	ADV
american_scientific_journal-11304	65	16	expensive	expensive	ADJ
american_scientific_journal-11304	65	17	and	and	CCONJ
american_scientific_journal-11304	65	18	domestic	domestic	ADJ
american_scientific_journal-11304	65	19	products	product	NOUN
american_scientific_journal-11304	65	20	are	be	AUX
american_scientific_journal-11304	65	21	relatively	relatively	ADV
american_scientific_journal-11304	65	22	cheap	cheap	ADJ
american_scientific_journal-11304	65	23	.	.	PUNCT
american_scientific_journal-11304	66	1	2.3	2.3	NUM
american_scientific_journal-11304	66	2	.	.	PUNCT
american_scientific_journal-11304	67	1	exchange	exchange	NOUN
american_scientific_journal-11304	67	2	rate	rate	NOUN
american_scientific_journal-11304	67	3	regimes	regime	NOUN
american_scientific_journal-11304	67	4	countries	country	NOUN
american_scientific_journal-11304	67	5	can	can	AUX
american_scientific_journal-11304	67	6	adopt	adopt	VERB
american_scientific_journal-11304	67	7	different	different	ADJ
american_scientific_journal-11304	67	8	types	type	NOUN
american_scientific_journal-11304	67	9	of	of	ADP
american_scientific_journal-11304	67	10	exchange	exchange	NOUN
american_scientific_journal-11304	67	11	rate	rate	NOUN
american_scientific_journal-11304	67	12	policies	policy	NOUN
american_scientific_journal-11304	67	13	,	,	PUNCT
american_scientific_journal-11304	67	14	namely	namely	ADV
american_scientific_journal-11304	67	15	:	:	PUNCT
american_scientific_journal-11304	67	16	american	american	ADJ
american_scientific_journal-11304	67	17	academic	academic	ADJ
american_scientific_journal-11304	67	18	scientific	scientific	ADJ
american_scientific_journal-11304	67	19	research	research	NOUN
american_scientific_journal-11304	67	20	journal	journal	NOUN
american_scientific_journal-11304	67	21	for	for	ADP
american_scientific_journal-11304	67	22	engineering	engineering	NOUN
american_scientific_journal-11304	67	23	,	,	PUNCT
american_scientific_journal-11304	67	24	technology	technology	NOUN
american_scientific_journal-11304	67	25	,	,	PUNCT
american_scientific_journal-11304	67	26	and	and	CCONJ
american_scientific_journal-11304	67	27	sciences	science	NOUN
american_scientific_journal-11304	67	28	(	(	PUNCT
american_scientific_journal-11304	67	29	asrjets	asrjet	NOUN
american_scientific_journal-11304	67	30	)	)	PUNCT
american_scientific_journal-11304	67	31	volume	volume	NOUN
american_scientific_journal-11304	67	32	101	101	NUM
american_scientific_journal-11304	67	33	,	,	PUNCT
american_scientific_journal-11304	67	34	no	no	DET
american_scientific_journal-11304	67	35	1	1	NUM
american_scientific_journal-11304	67	36	,	,	PUNCT
american_scientific_journal-11304	67	37	pp	pp	ADV
american_scientific_journal-11304	67	38	43	43	NUM
american_scientific_journal-11304	67	39	-	-	SYM
american_scientific_journal-11304	67	40	70	70	NUM
american_scientific_journal-11304	67	41	47	47	NUM
american_scientific_journal-11304	67	42	fixed	fix	VERB
american_scientific_journal-11304	67	43	exchange	exchange	NOUN
american_scientific_journal-11304	67	44	rate	rate	NOUN
american_scientific_journal-11304	67	45	regime	regime	NOUN
american_scientific_journal-11304	67	46	:	:	PUNCT
american_scientific_journal-11304	67	47	the	the	DET
american_scientific_journal-11304	67	48	one	one	NOUN
american_scientific_journal-11304	67	49	which	which	PRON
american_scientific_journal-11304	67	50	the	the	DET
american_scientific_journal-11304	67	51	exchange	exchange	NOUN
american_scientific_journal-11304	67	52	rates	rate	NOUN
american_scientific_journal-11304	67	53	remain	remain	VERB
american_scientific_journal-11304	67	54	unchanged	unchanged	ADJ
american_scientific_journal-11304	67	55	.	.	PUNCT
american_scientific_journal-11304	68	1	in	in	ADP
american_scientific_journal-11304	68	2	these	these	DET
american_scientific_journal-11304	68	3	systems	system	NOUN
american_scientific_journal-11304	68	4	,	,	PUNCT
american_scientific_journal-11304	68	5	whenever	whenever	SCONJ
american_scientific_journal-11304	68	6	there	there	PRON
american_scientific_journal-11304	68	7	is	be	VERB
american_scientific_journal-11304	68	8	an	an	DET
american_scientific_journal-11304	68	9	increase	increase	NOUN
american_scientific_journal-11304	68	10	in	in	ADP
american_scientific_journal-11304	68	11	exchange	exchange	NOUN
american_scientific_journal-11304	68	12	rates	rate	NOUN
american_scientific_journal-11304	68	13	,	,	PUNCT
american_scientific_journal-11304	68	14	which	which	PRON
american_scientific_journal-11304	68	15	generally	generally	ADV
american_scientific_journal-11304	68	16	has	have	AUX
american_scientific_journal-11304	68	17	been	be	AUX
american_scientific_journal-11304	68	18	by	by	ADP
american_scientific_journal-11304	68	19	definition	definition	NOUN
american_scientific_journal-11304	68	20	,	,	PUNCT
american_scientific_journal-11304	68	21	it	it	PRON
american_scientific_journal-11304	68	22	is	be	AUX
american_scientific_journal-11304	68	23	said	say	VERB
american_scientific_journal-11304	68	24	that	that	SCONJ
american_scientific_journal-11304	68	25	there	there	PRON
american_scientific_journal-11304	68	26	has	have	AUX
american_scientific_journal-11304	68	27	been	be	AUX
american_scientific_journal-11304	68	28	an	an	DET
american_scientific_journal-11304	68	29	appreciation	appreciation	NOUN
american_scientific_journal-11304	68	30	of	of	ADP
american_scientific_journal-11304	68	31	the	the	DET
american_scientific_journal-11304	68	32	currency	currency	NOUN
american_scientific_journal-11304	68	33	rather	rather	ADV
american_scientific_journal-11304	68	34	than	than	ADP
american_scientific_journal-11304	68	35	appreciation	appreciation	NOUN
american_scientific_journal-11304	68	36	and	and	CCONJ
american_scientific_journal-11304	68	37	when	when	SCONJ
american_scientific_journal-11304	68	38	the	the	DET
american_scientific_journal-11304	68	39	exchange	exchange	NOUN
american_scientific_journal-11304	68	40	rate	rate	NOUN
american_scientific_journal-11304	68	41	decreases	decrease	VERB
american_scientific_journal-11304	68	42	it	it	PRON
american_scientific_journal-11304	68	43	is	be	AUX
american_scientific_journal-11304	68	44	said	say	VERB
american_scientific_journal-11304	68	45	that	that	SCONJ
american_scientific_journal-11304	68	46	there	there	PRON
american_scientific_journal-11304	68	47	has	have	AUX
american_scientific_journal-11304	68	48	been	be	AUX
american_scientific_journal-11304	68	49	a	a	DET
american_scientific_journal-11304	68	50	devaluation	devaluation	NOUN
american_scientific_journal-11304	68	51	rather	rather	ADV
american_scientific_journal-11304	68	52	than	than	ADP
american_scientific_journal-11304	68	53	depreciation	depreciation	NOUN
american_scientific_journal-11304	68	54	.	.	PUNCT
american_scientific_journal-11304	69	1	the	the	DET
american_scientific_journal-11304	69	2	government	government	NOUN
american_scientific_journal-11304	69	3	is	be	AUX
american_scientific_journal-11304	69	4	the	the	DET
american_scientific_journal-11304	69	5	one	one	NUM
american_scientific_journal-11304	69	6	who	who	PRON
american_scientific_journal-11304	69	7	decides	decide	VERB
american_scientific_journal-11304	69	8	the	the	DET
american_scientific_journal-11304	69	9	level	level	NOUN
american_scientific_journal-11304	69	10	of	of	ADP
american_scientific_journal-11304	69	11	exchange	exchange	NOUN
american_scientific_journal-11304	69	12	rate	rate	NOUN
american_scientific_journal-11304	69	13	that	that	PRON
american_scientific_journal-11304	69	14	will	will	AUX
american_scientific_journal-11304	69	15	prevail	prevail	VERB
american_scientific_journal-11304	69	16	in	in	ADP
american_scientific_journal-11304	69	17	the	the	DET
american_scientific_journal-11304	69	18	market	market	NOUN
american_scientific_journal-11304	69	19	.	.	PUNCT
american_scientific_journal-11304	70	1	floating	float	VERB
american_scientific_journal-11304	70	2	exchange	exchange	NOUN
american_scientific_journal-11304	70	3	rate	rate	NOUN
american_scientific_journal-11304	70	4	regime	regime	NOUN
american_scientific_journal-11304	70	5	:	:	PUNCT
american_scientific_journal-11304	70	6	the	the	DET
american_scientific_journal-11304	70	7	one	one	NOUN
american_scientific_journal-11304	70	8	which	which	PRON
american_scientific_journal-11304	70	9	its	its	PRON
american_scientific_journal-11304	70	10	determination	determination	NOUN
american_scientific_journal-11304	70	11	depends	depend	VERB
american_scientific_journal-11304	70	12	on	on	ADP
american_scientific_journal-11304	70	13	demand	demand	NOUN
american_scientific_journal-11304	70	14	and	and	CCONJ
american_scientific_journal-11304	70	15	supply	supply	NOUN
american_scientific_journal-11304	70	16	,	,	PUNCT
american_scientific_journal-11304	70	17	and	and	CCONJ
american_scientific_journal-11304	70	18	government	government	NOUN
american_scientific_journal-11304	70	19	intervention	intervention	NOUN
american_scientific_journal-11304	70	20	is	be	AUX
american_scientific_journal-11304	70	21	null	null	ADJ
american_scientific_journal-11304	70	22	or	or	CCONJ
american_scientific_journal-11304	70	23	almost	almost	ADV
american_scientific_journal-11304	70	24	non	non	ADJ
american_scientific_journal-11304	70	25	-	-	ADJ
american_scientific_journal-11304	70	26	existent	existent	ADJ
american_scientific_journal-11304	70	27	.	.	PUNCT
american_scientific_journal-11304	71	1	in	in	ADP
american_scientific_journal-11304	71	2	this	this	DET
american_scientific_journal-11304	71	3	regime	regime	NOUN
american_scientific_journal-11304	71	4	,	,	PUNCT
american_scientific_journal-11304	71	5	the	the	DET
american_scientific_journal-11304	71	6	increase	increase	NOUN
american_scientific_journal-11304	71	7	in	in	ADP
american_scientific_journal-11304	71	8	exchange	exchange	NOUN
american_scientific_journal-11304	71	9	rates	rate	NOUN
american_scientific_journal-11304	71	10	is	be	AUX
american_scientific_journal-11304	71	11	called	call	VERB
american_scientific_journal-11304	71	12	appreciation	appreciation	NOUN
american_scientific_journal-11304	71	13	,	,	PUNCT
american_scientific_journal-11304	71	14	while	while	SCONJ
american_scientific_journal-11304	71	15	the	the	DET
american_scientific_journal-11304	71	16	reduction	reduction	NOUN
american_scientific_journal-11304	71	17	in	in	ADP
american_scientific_journal-11304	71	18	exchange	exchange	NOUN
american_scientific_journal-11304	71	19	a	a	DET
american_scientific_journal-11304	71	20	rate	rate	NOUN
american_scientific_journal-11304	71	21	is	be	AUX
american_scientific_journal-11304	71	22	called	call	VERB
american_scientific_journal-11304	71	23	depreciation	depreciation	NOUN
american_scientific_journal-11304	71	24	[	[	X
american_scientific_journal-11304	71	25	14	14	NUM
american_scientific_journal-11304	71	26	]	]	PUNCT
american_scientific_journal-11304	71	27	.	.	PUNCT
american_scientific_journal-11304	72	1	within	within	ADP
american_scientific_journal-11304	72	2	the	the	DET
american_scientific_journal-11304	72	3	floating	float	VERB
american_scientific_journal-11304	72	4	regime	regime	NOUN
american_scientific_journal-11304	72	5	,	,	PUNCT
american_scientific_journal-11304	72	6	two	two	NUM
american_scientific_journal-11304	72	7	main	main	ADJ
american_scientific_journal-11304	72	8	subtypes	subtype	NOUN
american_scientific_journal-11304	72	9	stand	stand	VERB
american_scientific_journal-11304	72	10	out	out	ADP
american_scientific_journal-11304	72	11	,	,	PUNCT
american_scientific_journal-11304	72	12	namely	namely	ADV
american_scientific_journal-11304	72	13	the	the	DET
american_scientific_journal-11304	72	14	pure	pure	ADJ
american_scientific_journal-11304	72	15	floating	float	VERB
american_scientific_journal-11304	72	16	exchange	exchange	NOUN
american_scientific_journal-11304	72	17	rate	rate	NOUN
american_scientific_journal-11304	72	18	regime	regime	NOUN
american_scientific_journal-11304	72	19	and	and	CCONJ
american_scientific_journal-11304	72	20	the	the	DET
american_scientific_journal-11304	72	21	administered	administer	VERB
american_scientific_journal-11304	72	22	exchange	exchange	NOUN
american_scientific_journal-11304	72	23	rate	rate	NOUN
american_scientific_journal-11304	72	24	regime	regime	NOUN
american_scientific_journal-11304	72	25	.	.	PUNCT
american_scientific_journal-11304	73	1	the	the	DET
american_scientific_journal-11304	73	2	first	first	ADJ
american_scientific_journal-11304	73	3	,	,	PUNCT
american_scientific_journal-11304	73	4	which	which	PRON
american_scientific_journal-11304	73	5	is	be	AUX
american_scientific_journal-11304	73	6	also	also	ADV
american_scientific_journal-11304	73	7	known	know	VERB
american_scientific_journal-11304	73	8	as	as	ADP
american_scientific_journal-11304	73	9	free	free	ADJ
american_scientific_journal-11304	73	10	-	-	PUNCT
american_scientific_journal-11304	73	11	float	float	NOUN
american_scientific_journal-11304	73	12	,	,	PUNCT
american_scientific_journal-11304	73	13	is	be	AUX
american_scientific_journal-11304	73	14	characterized	characterize	VERB
american_scientific_journal-11304	73	15	by	by	ADP
american_scientific_journal-11304	73	16	the	the	DET
american_scientific_journal-11304	73	17	determination	determination	NOUN
american_scientific_journal-11304	73	18	of	of	ADP
american_scientific_journal-11304	73	19	the	the	DET
american_scientific_journal-11304	73	20	value	value	NOUN
american_scientific_journal-11304	73	21	of	of	ADP
american_scientific_journal-11304	73	22	the	the	DET
american_scientific_journal-11304	73	23	exchange	exchange	NOUN
american_scientific_journal-11304	73	24	rate	rate	NOUN
american_scientific_journal-11304	73	25	being	be	AUX
american_scientific_journal-11304	73	26	completely	completely	ADV
american_scientific_journal-11304	73	27	freely	freely	ADV
american_scientific_journal-11304	73	28	done	do	VERB
american_scientific_journal-11304	73	29	by	by	ADP
american_scientific_journal-11304	73	30	the	the	DET
american_scientific_journal-11304	73	31	market	market	NOUN
american_scientific_journal-11304	73	32	.	.	PUNCT
american_scientific_journal-11304	74	1	in	in	ADP
american_scientific_journal-11304	74	2	practical	practical	ADJ
american_scientific_journal-11304	74	3	terms	term	NOUN
american_scientific_journal-11304	74	4	,	,	PUNCT
american_scientific_journal-11304	74	5	no	no	DET
american_scientific_journal-11304	74	6	country	country	NOUN
american_scientific_journal-11304	74	7	has	have	VERB
american_scientific_journal-11304	74	8	a	a	DET
american_scientific_journal-11304	74	9	pure	pure	ADJ
american_scientific_journal-11304	74	10	fluctuation	fluctuation	NOUN
american_scientific_journal-11304	74	11	,	,	PUNCT
american_scientific_journal-11304	74	12	however	however	ADV
american_scientific_journal-11304	74	13	,	,	PUNCT
american_scientific_journal-11304	74	14	according	accord	VERB
american_scientific_journal-11304	74	15	to	to	ADP
american_scientific_journal-11304	74	16	some	some	DET
american_scientific_journal-11304	74	17	economists	economist	NOUN
american_scientific_journal-11304	74	18	,	,	PUNCT
american_scientific_journal-11304	74	19	countries	country	NOUN
american_scientific_journal-11304	74	20	such	such	ADJ
american_scientific_journal-11304	74	21	as	as	ADP
american_scientific_journal-11304	74	22	the	the	DET
american_scientific_journal-11304	74	23	united	united	PROPN
american_scientific_journal-11304	74	24	states	states	PROPN
american_scientific_journal-11304	74	25	of	of	ADP
american_scientific_journal-11304	74	26	america	america	PROPN
american_scientific_journal-11304	74	27	(	(	PUNCT
american_scientific_journal-11304	74	28	usa	usa	PROPN
american_scientific_journal-11304	74	29	)	)	PUNCT
american_scientific_journal-11304	74	30	,	,	PUNCT
american_scientific_journal-11304	74	31	switzerland	switzerland	PROPN
american_scientific_journal-11304	74	32	and	and	CCONJ
american_scientific_journal-11304	74	33	japan	japan	PROPN
american_scientific_journal-11304	74	34	present	present	VERB
american_scientific_journal-11304	74	35	some	some	DET
american_scientific_journal-11304	74	36	characteristics	characteristic	NOUN
american_scientific_journal-11304	74	37	very	very	ADV
american_scientific_journal-11304	74	38	close	close	ADV
american_scientific_journal-11304	74	39	to	to	ADP
american_scientific_journal-11304	74	40	this	this	DET
american_scientific_journal-11304	74	41	regime	regime	NOUN
american_scientific_journal-11304	75	1	[	[	X
american_scientific_journal-11304	75	2	.	.	PROPN
american_scientific_journal-11304	75	3	cfr	cfr	PROPN
american_scientific_journal-11304	75	4	,	,	PUNCT
american_scientific_journal-11304	75	5	canuto	canuto	NOUN
american_scientific_journal-11304	75	6	,	,	PUNCT
american_scientific_journal-11304	75	7	octávio	octávio	NOUN
american_scientific_journal-11304	75	8	,	,	PUNCT
american_scientific_journal-11304	75	9	holland	holland	PROPN
american_scientific_journal-11304	75	10	márcio	márcio	PROPN
american_scientific_journal-11304	75	11	,	,	PUNCT
american_scientific_journal-11304	75	12	op	op	NOUN
american_scientific_journal-11304	75	13	.	.	PUNCT
american_scientific_journal-11304	76	1	ci	ci	NOUN
american_scientific_journal-11304	76	2	]	]	X
american_scientific_journal-11304	76	3	.	.	PUNCT
american_scientific_journal-11304	77	1	the	the	DET
american_scientific_journal-11304	77	2	second	second	ADJ
american_scientific_journal-11304	77	3	is	be	AUX
american_scientific_journal-11304	77	4	characterized	characterize	VERB
american_scientific_journal-11304	77	5	by	by	ADP
american_scientific_journal-11304	77	6	the	the	DET
american_scientific_journal-11304	77	7	existence	existence	NOUN
american_scientific_journal-11304	77	8	of	of	ADP
american_scientific_journal-11304	77	9	some	some	DET
american_scientific_journal-11304	77	10	infrequent	infrequent	ADJ
american_scientific_journal-11304	77	11	interventions	intervention	NOUN
american_scientific_journal-11304	77	12	by	by	ADP
american_scientific_journal-11304	77	13	the	the	DET
american_scientific_journal-11304	77	14	central	central	ADJ
american_scientific_journal-11304	77	15	bank	bank	NOUN
american_scientific_journal-11304	77	16	in	in	ADP
american_scientific_journal-11304	77	17	the	the	DET
american_scientific_journal-11304	77	18	exchange	exchange	NOUN
american_scientific_journal-11304	77	19	rate	rate	NOUN
american_scientific_journal-11304	77	20	through	through	ADP
american_scientific_journal-11304	77	21	changes	change	NOUN
american_scientific_journal-11304	77	22	in	in	ADP
american_scientific_journal-11304	77	23	international	international	ADJ
american_scientific_journal-11304	77	24	foreign	foreign	ADJ
american_scientific_journal-11304	77	25	currency	currency	NOUN
american_scientific_journal-11304	77	26	reserves	reserve	NOUN
american_scientific_journal-11304	77	27	.	.	PUNCT
american_scientific_journal-11304	78	1	it	it	PRON
american_scientific_journal-11304	78	2	is	be	AUX
american_scientific_journal-11304	78	3	the	the	DET
american_scientific_journal-11304	78	4	regime	regime	NOUN
american_scientific_journal-11304	78	5	most	most	ADV
american_scientific_journal-11304	78	6	used	use	VERB
american_scientific_journal-11304	78	7	by	by	ADP
american_scientific_journal-11304	78	8	many	many	ADJ
american_scientific_journal-11304	78	9	of	of	ADP
american_scientific_journal-11304	78	10	the	the	DET
american_scientific_journal-11304	78	11	economies	economy	NOUN
american_scientific_journal-11304	78	12	that	that	PRON
american_scientific_journal-11304	78	13	have	have	AUX
american_scientific_journal-11304	78	14	adopted	adopt	VERB
american_scientific_journal-11304	78	15	the	the	DET
american_scientific_journal-11304	78	16	floating	float	VERB
american_scientific_journal-11304	78	17	exchange	exchange	NOUN
american_scientific_journal-11304	78	18	rate	rate	NOUN
american_scientific_journal-11304	78	19	regime	regime	NOUN
american_scientific_journal-11304	78	20	;	;	PUNCT
american_scientific_journal-11304	78	21	this	this	PRON
american_scientific_journal-11304	78	22	is	be	AUX
american_scientific_journal-11304	78	23	the	the	DET
american_scientific_journal-11304	78	24	case	case	NOUN
american_scientific_journal-11304	78	25	,	,	PUNCT
american_scientific_journal-11304	78	26	for	for	ADP
american_scientific_journal-11304	78	27	example	example	NOUN
american_scientific_journal-11304	78	28	,	,	PUNCT
american_scientific_journal-11304	78	29	in	in	ADP
american_scientific_journal-11304	78	30	mozambique	mozambique	PROPN
american_scientific_journal-11304	78	31	.	.	PUNCT
american_scientific_journal-11304	79	1	the	the	DET
american_scientific_journal-11304	79	2	adoption	adoption	NOUN
american_scientific_journal-11304	79	3	of	of	ADP
american_scientific_journal-11304	79	4	a	a	DET
american_scientific_journal-11304	79	5	floating	float	VERB
american_scientific_journal-11304	79	6	exchange	exchange	NOUN
american_scientific_journal-11304	79	7	rate	rate	NOUN
american_scientific_journal-11304	79	8	regime	regime	NOUN
american_scientific_journal-11304	79	9	entails	entail	VERB
american_scientific_journal-11304	79	10	some	some	DET
american_scientific_journal-11304	79	11	advantages	advantage	NOUN
american_scientific_journal-11304	79	12	,	,	PUNCT
american_scientific_journal-11304	79	13	of	of	ADP
american_scientific_journal-11304	79	14	which	which	PRON
american_scientific_journal-11304	79	15	the	the	DET
american_scientific_journal-11304	79	16	lack	lack	NOUN
american_scientific_journal-11304	79	17	of	of	ADP
american_scientific_journal-11304	79	18	exchange	exchange	NOUN
american_scientific_journal-11304	79	19	rate	rate	NOUN
american_scientific_journal-11304	79	20	distortions	distortion	NOUN
american_scientific_journal-11304	79	21	in	in	ADP
american_scientific_journal-11304	79	22	the	the	DET
american_scientific_journal-11304	79	23	economy	economy	NOUN
american_scientific_journal-11304	79	24	stands	stand	VERB
american_scientific_journal-11304	79	25	out	out	ADP
american_scientific_journal-11304	79	26	.	.	PUNCT
american_scientific_journal-11304	80	1	currently	currently	ADV
american_scientific_journal-11304	80	2	,	,	PUNCT
american_scientific_journal-11304	80	3	there	there	PRON
american_scientific_journal-11304	80	4	has	have	AUX
american_scientific_journal-11304	80	5	been	be	AUX
american_scientific_journal-11304	80	6	considerable	considerable	ADJ
american_scientific_journal-11304	80	7	development	development	NOUN
american_scientific_journal-11304	80	8	in	in	ADP
american_scientific_journal-11304	80	9	foreign	foreign	ADJ
american_scientific_journal-11304	80	10	exchange	exchange	NOUN
american_scientific_journal-11304	80	11	markets	market	NOUN
american_scientific_journal-11304	80	12	.	.	PUNCT
american_scientific_journal-11304	81	1	the	the	DET
american_scientific_journal-11304	81	2	bank	bank	PROPN
american_scientific_journal-11304	81	3	of	of	ADP
american_scientific_journal-11304	81	4	mozambique	mozambique	PROPN
american_scientific_journal-11304	81	5	is	be	AUX
american_scientific_journal-11304	81	6	demonstrating	demonstrate	VERB
american_scientific_journal-11304	81	7	the	the	DET
american_scientific_journal-11304	81	8	liberalization	liberalization	NOUN
american_scientific_journal-11304	81	9	of	of	ADP
american_scientific_journal-11304	81	10	the	the	DET
american_scientific_journal-11304	81	11	foreign	foreign	ADJ
american_scientific_journal-11304	81	12	exchange	exchange	NOUN
american_scientific_journal-11304	81	13	market	market	NOUN
american_scientific_journal-11304	81	14	,	,	PUNCT
american_scientific_journal-11304	81	15	a	a	DET
american_scientific_journal-11304	81	16	fact	fact	NOUN
american_scientific_journal-11304	81	17	that	that	PRON
american_scientific_journal-11304	81	18	favours	favour	VERB
american_scientific_journal-11304	81	19	the	the	DET
american_scientific_journal-11304	81	20	increasing	increase	VERB
american_scientific_journal-11304	81	21	number	number	NOUN
american_scientific_journal-11304	81	22	of	of	ADP
american_scientific_journal-11304	81	23	actors	actor	NOUN
american_scientific_journal-11304	81	24	in	in	ADP
american_scientific_journal-11304	81	25	the	the	DET
american_scientific_journal-11304	81	26	foreign	foreign	ADJ
american_scientific_journal-11304	81	27	exchange	exchange	NOUN
american_scientific_journal-11304	81	28	financial	financial	ADJ
american_scientific_journal-11304	81	29	subsystem	subsystem	NOUN
american_scientific_journal-11304	81	30	in	in	ADP
american_scientific_journal-11304	81	31	mozambique	mozambique	PROPN
american_scientific_journal-11304	81	32	.	.	PUNCT
american_scientific_journal-11304	82	1	2.4	2.4	NUM
american_scientific_journal-11304	82	2	.	.	PUNCT
american_scientific_journal-11304	83	1	conditional	conditional	ADJ
american_scientific_journal-11304	83	2	volatility	volatility	NOUN
american_scientific_journal-11304	83	3	models	model	NOUN
american_scientific_journal-11304	83	4	i	i	PRON
american_scientific_journal-11304	83	5	)	)	PUNCT
american_scientific_journal-11304	83	6	arch	arch	ADJ
american_scientific_journal-11304	83	7	model	model	NOUN
american_scientific_journal-11304	83	8	the	the	DET
american_scientific_journal-11304	83	9	arch	arch	ADJ
american_scientific_journal-11304	83	10	model	model	NOUN
american_scientific_journal-11304	83	11	differs	differ	VERB
american_scientific_journal-11304	83	12	from	from	ADP
american_scientific_journal-11304	83	13	the	the	DET
american_scientific_journal-11304	83	14	arma	arma	PROPN
american_scientific_journal-11304	83	15	models	model	NOUN
american_scientific_journal-11304	83	16	,	,	PUNCT
american_scientific_journal-11304	83	17	as	as	SCONJ
american_scientific_journal-11304	83	18	it	it	PRON
american_scientific_journal-11304	83	19	considers	consider	VERB
american_scientific_journal-11304	83	20	that	that	SCONJ
american_scientific_journal-11304	83	21	the	the	DET
american_scientific_journal-11304	83	22	conditional	conditional	ADJ
american_scientific_journal-11304	83	23	variance	variance	NOUN
american_scientific_journal-11304	83	24	may	may	AUX
american_scientific_journal-11304	83	25	not	not	PART
american_scientific_journal-11304	83	26	be	be	AUX
american_scientific_journal-11304	83	27	homoscedastic	homoscedastic	ADJ
american_scientific_journal-11304	83	28	.	.	PUNCT
american_scientific_journal-11304	84	1	many	many	ADJ
american_scientific_journal-11304	84	2	series	serie	NOUN
american_scientific_journal-11304	84	3	have	have	VERB
american_scientific_journal-11304	84	4	very	very	ADV
american_scientific_journal-11304	84	5	high	high	ADJ
american_scientific_journal-11304	84	6	variance	variance	NOUN
american_scientific_journal-11304	84	7	in	in	ADP
american_scientific_journal-11304	84	8	certain	certain	ADJ
american_scientific_journal-11304	84	9	periods	period	NOUN
american_scientific_journal-11304	84	10	,	,	PUNCT
american_scientific_journal-11304	84	11	while	while	SCONJ
american_scientific_journal-11304	84	12	in	in	ADP
american_scientific_journal-11304	84	13	others	other	NOUN
american_scientific_journal-11304	84	14	the	the	DET
american_scientific_journal-11304	84	15	variance	variance	NOUN
american_scientific_journal-11304	84	16	is	be	AUX
american_scientific_journal-11304	84	17	relatively	relatively	ADV
american_scientific_journal-11304	84	18	low	low	ADJ
american_scientific_journal-11304	84	19	.	.	PUNCT
american_scientific_journal-11304	85	1	for	for	ADP
american_scientific_journal-11304	85	2	an	an	DET
american_scientific_journal-11304	85	3	investor	investor	NOUN
american_scientific_journal-11304	85	4	who	who	PRON
american_scientific_journal-11304	85	5	wants	want	VERB
american_scientific_journal-11304	85	6	to	to	PART
american_scientific_journal-11304	85	7	make	make	VERB
american_scientific_journal-11304	85	8	money	money	NOUN
american_scientific_journal-11304	85	9	through	through	ADP
american_scientific_journal-11304	85	10	t	t	PROPN
american_scientific_journal-11304	85	11	period	period	NOUN
american_scientific_journal-11304	85	12	arbitrage	arbitrage	NOUN
american_scientific_journal-11304	85	13	operations	operation	NOUN
american_scientific_journal-11304	85	14	,	,	PUNCT
american_scientific_journal-11304	85	15	it	it	PRON
american_scientific_journal-11304	85	16	is	be	AUX
american_scientific_journal-11304	85	17	important	important	ADJ
american_scientific_journal-11304	85	18	to	to	PART
american_scientific_journal-11304	85	19	know	know	VERB
american_scientific_journal-11304	85	20	the	the	DET
american_scientific_journal-11304	85	21	expected	expect	VERB
american_scientific_journal-11304	85	22	return	return	NOUN
american_scientific_journal-11304	85	23	and	and	CCONJ
american_scientific_journal-11304	85	24	variance	variance	NOUN
american_scientific_journal-11304	85	25	of	of	ADP
american_scientific_journal-11304	85	26	the	the	DET
american_scientific_journal-11304	85	27	assets	asset	NOUN
american_scientific_journal-11304	85	28	in	in	ADP
american_scientific_journal-11304	85	29	his	his	PRON
american_scientific_journal-11304	85	30	portfolio	portfolio	NOUN
american_scientific_journal-11304	85	31	.	.	PUNCT
american_scientific_journal-11304	86	1	in	in	ADP
american_scientific_journal-11304	86	2	this	this	DET
american_scientific_journal-11304	86	3	sense	sense	NOUN
american_scientific_journal-11304	86	4	,	,	PUNCT
american_scientific_journal-11304	86	5	the	the	DET
american_scientific_journal-11304	86	6	conditional	conditional	ADJ
american_scientific_journal-11304	86	7	variance	variance	NOUN
american_scientific_journal-11304	86	8	gains	gain	VERB
american_scientific_journal-11304	86	9	important	important	ADJ
american_scientific_journal-11304	86	10	weight	weight	NOUN
american_scientific_journal-11304	86	11	,	,	PUNCT
american_scientific_journal-11304	86	12	unlike	unlike	ADP
american_scientific_journal-11304	86	13	the	the	DET
american_scientific_journal-11304	86	14	long	long	ADJ
american_scientific_journal-11304	86	15	-	-	PUNCT
american_scientific_journal-11304	86	16	term	term	NOUN
american_scientific_journal-11304	86	17	variance	variance	NOUN
american_scientific_journal-11304	86	18	(	(	PUNCT
american_scientific_journal-11304	86	19	unconditional	unconditional	ADJ
american_scientific_journal-11304	86	20	,	,	PUNCT
american_scientific_journal-11304	86	21	to	to	PART
american_scientific_journal-11304	86	22	which	which	PRON
american_scientific_journal-11304	86	23	the	the	DET
american_scientific_journal-11304	86	24	series	series	NOUN
american_scientific_journal-11304	86	25	converges	converge	VERB
american_scientific_journal-11304	86	26	)	)	PUNCT
american_scientific_journal-11304	86	27	.	.	PUNCT
american_scientific_journal-11304	87	1	in	in	ADP
american_scientific_journal-11304	87	2	the	the	DET
american_scientific_journal-11304	87	3	pioneering	pioneering	ADJ
american_scientific_journal-11304	87	4	study	study	NOUN
american_scientific_journal-11304	87	5	for	for	ADP
american_scientific_journal-11304	87	6	modelling	model	VERB
american_scientific_journal-11304	87	7	volatility	volatility	NOUN
american_scientific_journal-11304	87	8	in	in	ADP
american_scientific_journal-11304	87	9	time	time	NOUN
american_scientific_journal-11304	87	10	series	series	NOUN
american_scientific_journal-11304	87	11	,	,	PUNCT
american_scientific_journal-11304	87	12	[	[	X
american_scientific_journal-11304	87	13	7	7	X
american_scientific_journal-11304	87	14	]	]	PUNCT
american_scientific_journal-11304	87	15	introduced	introduce	VERB
american_scientific_journal-11304	87	16	the	the	DET
american_scientific_journal-11304	87	17	arch	arch	ADJ
american_scientific_journal-11304	87	18	(	(	PUNCT
american_scientific_journal-11304	87	19	autoregressive	autoregressive	ADJ
american_scientific_journal-11304	87	20	conditional	conditional	ADJ
american_scientific_journal-11304	87	21	heteroscedasticity	heteroscedasticity	NOUN
american_scientific_journal-11304	87	22	)	)	PUNCT
american_scientific_journal-11304	87	23	model	model	NOUN
american_scientific_journal-11304	87	24	,	,	PUNCT
american_scientific_journal-11304	87	25	in	in	ADP
american_scientific_journal-11304	87	26	which	which	PRON
american_scientific_journal-11304	87	27	the	the	DET
american_scientific_journal-11304	87	28	conditional	conditional	ADJ
american_scientific_journal-11304	87	29	variance	variance	NOUN
american_scientific_journal-11304	87	30	of	of	ADP
american_scientific_journal-11304	87	31	errors	error	NOUN
american_scientific_journal-11304	87	32	(	(	PUNCT
american_scientific_journal-11304	87	33	volatility	volatility	NOUN
american_scientific_journal-11304	87	34	)	)	PUNCT
american_scientific_journal-11304	87	35	can	can	AUX
american_scientific_journal-11304	87	36	be	be	AUX
american_scientific_journal-11304	87	37	modelled	model	VERB
american_scientific_journal-11304	87	38	by	by	ADP
american_scientific_journal-11304	87	39	the	the	DET
american_scientific_journal-11304	87	40	lag	lag	NOUN
american_scientific_journal-11304	87	41	of	of	ADP
american_scientific_journal-11304	87	42	the	the	DET
american_scientific_journal-11304	87	43	square	square	NOUN
american_scientific_journal-11304	87	44	of	of	ADP
american_scientific_journal-11304	87	45	returns	return	NOUN
american_scientific_journal-11304	87	46	distributed	distribute	VERB
american_scientific_journal-11304	87	47	in	in	ADP
american_scientific_journal-11304	87	48	the	the	DET
american_scientific_journal-11304	87	49	past	past	NOUN
american_scientific_journal-11304	87	50	.	.	PUNCT
american_scientific_journal-11304	88	1	thus	thus	ADV
american_scientific_journal-11304	88	2	,	,	PUNCT
american_scientific_journal-11304	88	3	the	the	DET
american_scientific_journal-11304	88	4	arch(p	arch(p	PROPN
american_scientific_journal-11304	88	5	)	)	PUNCT
american_scientific_journal-11304	88	6	model	model	NOUN
american_scientific_journal-11304	88	7	can	can	AUX
american_scientific_journal-11304	88	8	be	be	AUX
american_scientific_journal-11304	88	9	defined	define	VERB
american_scientific_journal-11304	88	10	as	as	ADP
american_scientific_journal-11304	88	11	:	:	PUNCT
american_scientific_journal-11304	88	12	t	t	PROPN
american_scientific_journal-11304	88	13	t	t	PROPN
american_scientific_journal-11304	89	1	t	t	PROPN
american_scientific_journal-11304	89	2			PROPN
american_scientific_journal-11304	89	3			NOUN
american_scientific_journal-11304	89	4	,	,	PUNCT
american_scientific_journal-11304	89	5	~	~	PUNCT
american_scientific_journal-11304	89	6	.	.	PUNCT
american_scientific_journal-11304	90	1	.t	.t	PROPN
american_scientific_journal-11304	91	1	i	i	PRON
american_scientific_journal-11304	91	2	i	i	PRON
american_scientific_journal-11304	91	3	d	d	X
american_scientific_journal-11304	91	4	(	(	PUNCT
american_scientific_journal-11304	91	5	26	26	NUM
american_scientific_journal-11304	91	6	)	)	SYM
american_scientific_journal-11304	91	7	2	2	NUM
american_scientific_journal-11304	91	8	2	2	NUM
american_scientific_journal-11304	91	9	1	1	NUM
american_scientific_journal-11304	91	10	p	p	NOUN
american_scientific_journal-11304	91	11	t	t	X
american_scientific_journal-11304	92	1	i	i	PRON
american_scientific_journal-11304	92	2	t	t	VERB
american_scientific_journal-11304	93	1	i	i	PRON
american_scientific_journal-11304	94	1	i	i	PRON
american_scientific_journal-11304	94	2			PROPN
american_scientific_journal-11304	94	3			X
american_scientific_journal-11304	94	4			X
american_scientific_journal-11304	94	5			PROPN
american_scientific_journal-11304	94	6			PROPN
american_scientific_journal-11304	94	7			PROPN
american_scientific_journal-11304	94	8			PROPN
american_scientific_journal-11304	94	9			NOUN
american_scientific_journal-11304	94	10	(	(	PUNCT
american_scientific_journal-11304	94	11	27	27	NUM
american_scientific_journal-11304	94	12	)	)	PUNCT
american_scientific_journal-11304	94	13	american	american	ADJ
american_scientific_journal-11304	94	14	academic	academic	ADJ
american_scientific_journal-11304	94	15	scientific	scientific	ADJ
american_scientific_journal-11304	94	16	research	research	NOUN
american_scientific_journal-11304	94	17	journal	journal	NOUN
american_scientific_journal-11304	94	18	for	for	ADP
american_scientific_journal-11304	94	19	engineering	engineering	NOUN
american_scientific_journal-11304	94	20	,	,	PUNCT
american_scientific_journal-11304	94	21	technology	technology	NOUN
american_scientific_journal-11304	94	22	,	,	PUNCT
american_scientific_journal-11304	94	23	and	and	CCONJ
american_scientific_journal-11304	94	24	sciences	science	NOUN
american_scientific_journal-11304	94	25	(	(	PUNCT
american_scientific_journal-11304	94	26	asrjets	asrjet	NOUN
american_scientific_journal-11304	94	27	)	)	PUNCT
american_scientific_journal-11304	94	28	volume	volume	NOUN
american_scientific_journal-11304	94	29	101	101	NUM
american_scientific_journal-11304	94	30	,	,	PUNCT
american_scientific_journal-11304	94	31	no	no	DET
american_scientific_journal-11304	94	32	1	1	NUM
american_scientific_journal-11304	94	33	,	,	PUNCT
american_scientific_journal-11304	94	34	pp	pp	ADV
american_scientific_journal-11304	94	35	43	43	NUM
american_scientific_journal-11304	94	36	-	-	SYM
american_scientific_journal-11304	94	37	70	70	NUM
american_scientific_journal-11304	94	38	48	48	NUM
american_scientific_journal-11304	94	39	which	which	PRON
american_scientific_journal-11304	94	40	p	p	NOUN
american_scientific_journal-11304	94	41	determines	determine	VERB
american_scientific_journal-11304	94	42	the	the	DET
american_scientific_journal-11304	94	43	number	number	NOUN
american_scientific_journal-11304	94	44	of	of	ADP
american_scientific_journal-11304	94	45	lags	lag	NOUN
american_scientific_journal-11304	94	46	of	of	ADP
american_scientific_journal-11304	94	47	the	the	DET
american_scientific_journal-11304	94	48	necessary	necessary	ADJ
american_scientific_journal-11304	94	49	returns	return	NOUN
american_scientific_journal-11304	94	50	and	and	CCONJ
american_scientific_journal-11304	94	51	the	the	DET
american_scientific_journal-11304	94	52	error	error	NOUN
american_scientific_journal-11304	94	53	(	(	PUNCT
american_scientific_journal-11304	94	54	t	t	PROPN
american_scientific_journal-11304	94	55	)	)	PUNCT
american_scientific_journal-11304	94	56	are	be	AUX
american_scientific_journal-11304	94	57	the	the	DET
american_scientific_journal-11304	94	58	random	random	ADJ
american_scientific_journal-11304	94	59	variables	variable	NOUN
american_scientific_journal-11304	94	60	with	with	ADP
american_scientific_journal-11304	94	61	average	average	NOUN
american_scientific_journal-11304	94	62	of	of	ADP
american_scientific_journal-11304	94	63	zero	zero	NUM
american_scientific_journal-11304	94	64	(	(	PUNCT
american_scientific_journal-11304	94	65	0	0	NUM
american_scientific_journal-11304	94	66	)	)	PUNCT
american_scientific_journal-11304	94	67	and	and	CCONJ
american_scientific_journal-11304	94	68	variance	variance	NOUN
american_scientific_journal-11304	94	69	of	of	ADP
american_scientific_journal-11304	94	70	one	one	NUM
american_scientific_journal-11304	94	71	(	(	PUNCT
american_scientific_journal-11304	94	72	1	1	NUM
american_scientific_journal-11304	94	73	)	)	PUNCT
american_scientific_journal-11304	94	74	.	.	PUNCT
american_scientific_journal-11304	95	1	furthermore	furthermore	ADV
american_scientific_journal-11304	95	2	,	,	PUNCT
american_scientific_journal-11304	95	3	the	the	DET
american_scientific_journal-11304	95	4	estimation	estimation	NOUN
american_scientific_journal-11304	95	5	of	of	ADP
american_scientific_journal-11304	95	6	i	i	PROPN
american_scientific_journal-11304	95	7	occurs	occur	VERB
american_scientific_journal-11304	95	8	through	through	ADP
american_scientific_journal-11304	95	9	a	a	DET
american_scientific_journal-11304	95	10	linear	linear	ADJ
american_scientific_journal-11304	95	11	regression	regression	NOUN
american_scientific_journal-11304	95	12	,	,	PUNCT
american_scientific_journal-11304	95	13	so	so	SCONJ
american_scientific_journal-11304	95	14	that	that	SCONJ
american_scientific_journal-11304	95	15	o	o	VERB
american_scientific_journal-11304	95	16			VERB
american_scientific_journal-11304	95	17	0i	0i	NUM
american_scientific_journal-11304	95	18			NUM
american_scientific_journal-11304	95	19	1	1	NUM
american_scientific_journal-11304	95	20	1	1	NUM
american_scientific_journal-11304	95	21	p	p	NOUN
american_scientific_journal-11304	96	1	i	i	PRON
american_scientific_journal-11304	96	2	i	i	PRON
american_scientific_journal-11304	96	3			X
american_scientific_journal-11304	96	4			PROPN
american_scientific_journal-11304	96	5			PUNCT
american_scientific_journal-11304	96	6	the	the	DET
american_scientific_journal-11304	96	7	arch	arch	ADJ
american_scientific_journal-11304	96	8	models	model	NOUN
american_scientific_journal-11304	96	9	(	(	PUNCT
american_scientific_journal-11304	96	10	1	1	X
american_scientific_journal-11304	96	11	)	)	PUNCT
american_scientific_journal-11304	96	12	are	be	AUX
american_scientific_journal-11304	96	13	the	the	DET
american_scientific_journal-11304	96	14	simplest	simple	ADJ
american_scientific_journal-11304	96	15	and	and	CCONJ
american_scientific_journal-11304	96	16	most	most	ADV
american_scientific_journal-11304	96	17	used	use	VERB
american_scientific_journal-11304	96	18	version	version	NOUN
american_scientific_journal-11304	96	19	in	in	ADP
american_scientific_journal-11304	96	20	financial	financial	ADJ
american_scientific_journal-11304	96	21	series	series	NOUN
american_scientific_journal-11304	96	22	.	.	PUNCT
american_scientific_journal-11304	97	1	assuming	assume	VERB
american_scientific_journal-11304	97	2	that	that	SCONJ
american_scientific_journal-11304	97	3	the	the	DET
american_scientific_journal-11304	97	4	errors	error	NOUN
american_scientific_journal-11304	97	5	are	be	AUX
american_scientific_journal-11304	97	6	normally	normally	ADV
american_scientific_journal-11304	97	7	distributed	distribute	VERB
american_scientific_journal-11304	97	8	,	,	PUNCT
american_scientific_journal-11304	97	9	the	the	DET
american_scientific_journal-11304	97	10	variance	variance	NOUN
american_scientific_journal-11304	97	11	is	be	AUX
american_scientific_journal-11304	97	12	given	give	VERB
american_scientific_journal-11304	97	13	by	by	ADP
american_scientific_journal-11304	97	14	:	:	PUNCT
american_scientific_journal-11304	97	15	2	2	NUM
american_scientific_journal-11304	97	16	2	2	NUM
american_scientific_journal-11304	97	17	1	1	NUM
american_scientific_journal-11304	97	18	1	1	NUM
american_scientific_journal-11304	97	19	t	t	NOUN
american_scientific_journal-11304	97	20	t	t	ADJ
american_scientific_journal-11304	97	21			X
american_scientific_journal-11304	97	22			X
american_scientific_journal-11304	97	23			PROPN
american_scientific_journal-11304	97	24			PROPN
american_scientific_journal-11304	97	25			PROPN
american_scientific_journal-11304	97	26	ii	ii	PROPN
american_scientific_journal-11304	97	27	)	)	PUNCT
american_scientific_journal-11304	97	28	garch	garch	NOUN
american_scientific_journal-11304	97	29	model	model	NOUN
american_scientific_journal-11304	97	30	later	later	ADV
american_scientific_journal-11304	97	31	,	,	PUNCT
american_scientific_journal-11304	97	32	[	[	X
american_scientific_journal-11304	97	33	5	5	NUM
american_scientific_journal-11304	97	34	]	]	PUNCT
american_scientific_journal-11304	97	35	,	,	PUNCT
american_scientific_journal-11304	97	36	in	in	ADP
american_scientific_journal-11304	97	37	response	response	NOUN
american_scientific_journal-11304	97	38	to	to	ADP
american_scientific_journal-11304	97	39	the	the	DET
american_scientific_journal-11304	97	40	fact	fact	NOUN
american_scientific_journal-11304	97	41	that	that	SCONJ
american_scientific_journal-11304	97	42	arch	arch	NOUN
american_scientific_journal-11304	97	43	(	(	PUNCT
american_scientific_journal-11304	97	44	p	p	NOUN
american_scientific_journal-11304	97	45	)	)	PUNCT
american_scientific_journal-11304	97	46	models	model	NOUN
american_scientific_journal-11304	97	47	need	need	VERB
american_scientific_journal-11304	97	48	many	many	ADJ
american_scientific_journal-11304	97	49	parameters	parameter	NOUN
american_scientific_journal-11304	97	50	to	to	PART
american_scientific_journal-11304	97	51	be	be	AUX
american_scientific_journal-11304	97	52	adjusted	adjust	VERB
american_scientific_journal-11304	97	53	correctly	correctly	ADV
american_scientific_journal-11304	97	54	,	,	PUNCT
american_scientific_journal-11304	97	55	suggested	suggest	VERB
american_scientific_journal-11304	97	56	a	a	DET
american_scientific_journal-11304	97	57	generalization	generalization	NOUN
american_scientific_journal-11304	97	58	of	of	ADP
american_scientific_journal-11304	97	59	the	the	DET
american_scientific_journal-11304	97	60	arch	arch	ADJ
american_scientific_journal-11304	97	61	model	model	NOUN
american_scientific_journal-11304	97	62	,	,	PUNCT
american_scientific_journal-11304	97	63	the	the	DET
american_scientific_journal-11304	97	64	garch	garch	NOUN
american_scientific_journal-11304	97	65	(	(	PUNCT
american_scientific_journal-11304	97	66	generalized	generalize	VERB
american_scientific_journal-11304	97	67	autoregressive	autoregressive	ADJ
american_scientific_journal-11304	97	68	conditional	conditional	ADJ
american_scientific_journal-11304	97	69	heteroscedasticity	heteroscedasticity	NOUN
american_scientific_journal-11304	97	70	)	)	PUNCT
american_scientific_journal-11304	97	71	model	model	NOUN
american_scientific_journal-11304	97	72	.	.	PUNCT
american_scientific_journal-11304	98	1	in	in	ADP
american_scientific_journal-11304	98	2	garch	garch	NOUN
american_scientific_journal-11304	98	3	,	,	PUNCT
american_scientific_journal-11304	98	4	the	the	DET
american_scientific_journal-11304	98	5	conditional	conditional	ADJ
american_scientific_journal-11304	98	6	variance	variance	NOUN
american_scientific_journal-11304	98	7	of	of	ADP
american_scientific_journal-11304	98	8	the	the	DET
american_scientific_journal-11304	98	9	error	error	NOUN
american_scientific_journal-11304	98	10	,	,	PUNCT
american_scientific_journal-11304	98	11	in	in	ADP
american_scientific_journal-11304	98	12	addition	addition	NOUN
american_scientific_journal-11304	98	13	to	to	ADP
american_scientific_journal-11304	98	14	being	be	AUX
american_scientific_journal-11304	98	15	explained	explain	VERB
american_scientific_journal-11304	98	16	by	by	ADP
american_scientific_journal-11304	98	17	the	the	DET
american_scientific_journal-11304	98	18	lag	lag	NOUN
american_scientific_journal-11304	98	19	of	of	ADP
american_scientific_journal-11304	98	20	returns	return	NOUN
american_scientific_journal-11304	98	21	in	in	ADP
american_scientific_journal-11304	98	22	the	the	DET
american_scientific_journal-11304	98	23	past	past	NOUN
american_scientific_journal-11304	98	24	,	,	PUNCT
american_scientific_journal-11304	98	25	should	should	AUX
american_scientific_journal-11304	98	26	include	include	VERB
american_scientific_journal-11304	98	27	the	the	DET
american_scientific_journal-11304	98	28	lag	lag	NOUN
american_scientific_journal-11304	98	29	of	of	ADP
american_scientific_journal-11304	98	30	the	the	DET
american_scientific_journal-11304	98	31	square	square	NOUN
american_scientific_journal-11304	98	32	of	of	ADP
american_scientific_journal-11304	98	33	the	the	DET
american_scientific_journal-11304	98	34	conditional	conditional	ADJ
american_scientific_journal-11304	98	35	variance	variance	NOUN
american_scientific_journal-11304	98	36	itself	itself	PRON
american_scientific_journal-11304	98	37	in	in	ADP
american_scientific_journal-11304	98	38	previous	previous	ADJ
american_scientific_journal-11304	98	39	periods	period	NOUN
american_scientific_journal-11304	98	40	.	.	PUNCT
american_scientific_journal-11304	99	1	the	the	DET
american_scientific_journal-11304	99	2	author	author	NOUN
american_scientific_journal-11304	99	3	argued	argue	VERB
american_scientific_journal-11304	99	4	that	that	SCONJ
american_scientific_journal-11304	99	5	the	the	DET
american_scientific_journal-11304	99	6	model	model	NOUN
american_scientific_journal-11304	99	7	was	be	AUX
american_scientific_journal-11304	99	8	potentially	potentially	ADV
american_scientific_journal-11304	99	9	more	more	ADV
american_scientific_journal-11304	99	10	parsimonious	parsimonious	ADJ
american_scientific_journal-11304	99	11	than	than	ADP
american_scientific_journal-11304	99	12	the	the	DET
american_scientific_journal-11304	99	13	previous	previous	ADJ
american_scientific_journal-11304	99	14	one	one	NUM
american_scientific_journal-11304	99	15	.	.	PUNCT
american_scientific_journal-11304	100	1	the	the	DET
american_scientific_journal-11304	100	2			PROPN
american_scientific_journal-11304	100	3	,p	,p	PRON
american_scientific_journal-11304	100	4	q	q	PROPN
american_scientific_journal-11304	100	5	garch	garch	NOUN
american_scientific_journal-11304	100	6	model	model	NOUN
american_scientific_journal-11304	100	7	can	can	AUX
american_scientific_journal-11304	100	8	be	be	AUX
american_scientific_journal-11304	100	9	summarized	summarize	VERB
american_scientific_journal-11304	100	10	as	as	SCONJ
american_scientific_journal-11304	100	11	follows	follow	VERB
american_scientific_journal-11304	100	12	:	:	PUNCT
american_scientific_journal-11304	100	13	t	t	PROPN
american_scientific_journal-11304	100	14	t	t	PROPN
american_scientific_journal-11304	100	15	t	t	PROPN
american_scientific_journal-11304	100	16			PROPN
american_scientific_journal-11304	100	17			NOUN
american_scientific_journal-11304	100	18	,	,	PUNCT
american_scientific_journal-11304	100	19	~	~	PUNCT
american_scientific_journal-11304	100	20	.	.	PUNCT
american_scientific_journal-11304	101	1	.t	.t	PROPN
american_scientific_journal-11304	102	1	i	i	PRON
american_scientific_journal-11304	102	2	i	i	PRON
american_scientific_journal-11304	102	3	d	d	X
american_scientific_journal-11304	102	4	(	(	PUNCT
american_scientific_journal-11304	102	5	28	28	NUM
american_scientific_journal-11304	102	6	)	)	PUNCT
american_scientific_journal-11304	102	7	2	2	NUM
american_scientific_journal-11304	102	8	2	2	NUM
american_scientific_journal-11304	102	9	2	2	NUM
american_scientific_journal-11304	102	10	1	1	NUM
american_scientific_journal-11304	102	11	1	1	NUM
american_scientific_journal-11304	102	12	p	p	NOUN
american_scientific_journal-11304	102	13	q	q	NOUN
american_scientific_journal-11304	102	14	t	t	NOUN
american_scientific_journal-11304	103	1	i	i	PRON
american_scientific_journal-11304	103	2	t	t	VERB
american_scientific_journal-11304	104	1	i	i	PRON
american_scientific_journal-11304	104	2	j	j	PROPN
american_scientific_journal-11304	105	1	t	t	PROPN
american_scientific_journal-11304	105	2	j	j	PROPN
american_scientific_journal-11304	106	1	i	i	PRON
american_scientific_journal-11304	106	2	j	j	PROPN
american_scientific_journal-11304	106	3			PROPN
american_scientific_journal-11304	106	4			X
american_scientific_journal-11304	106	5			X
american_scientific_journal-11304	106	6			PROPN
american_scientific_journal-11304	106	7			PROPN
american_scientific_journal-11304	106	8			PROPN
american_scientific_journal-11304	106	9			PROPN
american_scientific_journal-11304	106	10			PROPN
american_scientific_journal-11304	106	11			NUM
american_scientific_journal-11304	106	12			PROPN
american_scientific_journal-11304	106	13			ADJ
american_scientific_journal-11304	106	14			X
american_scientific_journal-11304	106	15			X
american_scientific_journal-11304	106	16	(	(	PUNCT
american_scientific_journal-11304	106	17	29	29	NUM
american_scientific_journal-11304	106	18	)	)	PUNCT
american_scientific_journal-11304	106	19	where	where	SCONJ
american_scientific_journal-11304	106	20	q	q	NOUN
american_scientific_journal-11304	106	21	is	be	AUX
american_scientific_journal-11304	106	22	entered	enter	VERB
american_scientific_journal-11304	106	23	to	to	PART
american_scientific_journal-11304	106	24	determine	determine	VERB
american_scientific_journal-11304	106	25	the	the	DET
american_scientific_journal-11304	106	26	number	number	NOUN
american_scientific_journal-11304	106	27	of	of	ADP
american_scientific_journal-11304	106	28	lags	lag	NOUN
american_scientific_journal-11304	106	29	of	of	ADP
american_scientific_journal-11304	106	30	the	the	DET
american_scientific_journal-11304	106	31	conditional	conditional	ADJ
american_scientific_journal-11304	106	32	variance	variance	NOUN
american_scientific_journal-11304	106	33	itself	itself	PRON
american_scientific_journal-11304	106	34	.	.	PUNCT
american_scientific_journal-11304	107	1	it	it	PRON
american_scientific_journal-11304	107	2	is	be	AUX
american_scientific_journal-11304	107	3	assumed	assume	VERB
american_scientific_journal-11304	107	4	that	that	SCONJ
american_scientific_journal-11304	107	5	the	the	DET
american_scientific_journal-11304	107	6	error	error	NOUN
american_scientific_journal-11304	107	7	(	(	PUNCT
american_scientific_journal-11304	107	8	t	t	PROPN
american_scientific_journal-11304	107	9	)	)	PUNCT
american_scientific_journal-11304	107	10	has	have	VERB
american_scientific_journal-11304	107	11	the	the	DET
american_scientific_journal-11304	107	12	same	same	ADJ
american_scientific_journal-11304	107	13	characteristics	characteristic	NOUN
american_scientific_journal-11304	107	14	as	as	ADP
american_scientific_journal-11304	107	15	the	the	DET
american_scientific_journal-11304	107	16	previous	previous	ADJ
american_scientific_journal-11304	107	17	modelling	modelling	NOUN
american_scientific_journal-11304	107	18	and	and	CCONJ
american_scientific_journal-11304	107	19	that	that	SCONJ
american_scientific_journal-11304	107	20	0	0	NUM
american_scientific_journal-11304	107	21			X
american_scientific_journal-11304	107	22	,	,	PUNCT
american_scientific_journal-11304	107	23	0i	0i	NOUN
american_scientific_journal-11304	107	24			NUM
american_scientific_journal-11304	107	25	e	e	X
american_scientific_journal-11304	107	26	0j	0j	NUM
american_scientific_journal-11304	107	27			NUM
american_scientific_journal-11304	107	28	.	.	PUNCT
american_scientific_journal-11304	108	1	in	in	ADP
american_scientific_journal-11304	108	2	terms	term	NOUN
american_scientific_journal-11304	108	3	of	of	ADP
american_scientific_journal-11304	108	4	analysis	analysis	NOUN
american_scientific_journal-11304	108	5	,	,	PUNCT
american_scientific_journal-11304	108	6	i	i	CCONJ
american_scientific_journal-11304	108	7	represents	represent	VERB
american_scientific_journal-11304	108	8	the	the	DET
american_scientific_journal-11304	108	9	reaction	reaction	NOUN
american_scientific_journal-11304	108	10	coefficient	coefficient	NOUN
american_scientific_journal-11304	108	11	to	to	ADP
american_scientific_journal-11304	108	12	shocks	shock	NOUN
american_scientific_journal-11304	108	13	and	and	CCONJ
american_scientific_journal-11304	108	14	j	j	PROPN
american_scientific_journal-11304	108	15	indicates	indicate	VERB
american_scientific_journal-11304	108	16	how	how	SCONJ
american_scientific_journal-11304	108	17	much	much	ADJ
american_scientific_journal-11304	108	18	of	of	ADP
american_scientific_journal-11304	108	19	the	the	DET
american_scientific_journal-11304	108	20	volatility	volatility	NOUN
american_scientific_journal-11304	108	21	perceived	perceive	VERB
american_scientific_journal-11304	108	22	from	from	ADP
american_scientific_journal-11304	108	23	the	the	DET
american_scientific_journal-11304	108	24	previous	previous	ADJ
american_scientific_journal-11304	108	25	period	period	NOUN
american_scientific_journal-11304	108	26	persists	persist	VERB
american_scientific_journal-11304	108	27	at	at	ADP
american_scientific_journal-11304	108	28	the	the	DET
american_scientific_journal-11304	108	29	current	current	ADJ
american_scientific_journal-11304	108	30	moment	moment	NOUN
american_scientific_journal-11304	108	31	.	.	PUNCT
american_scientific_journal-11304	109	1	although	although	SCONJ
american_scientific_journal-11304	109	2	it	it	PRON
american_scientific_journal-11304	109	3	appears	appear	VERB
american_scientific_journal-11304	109	4	that	that	SCONJ
american_scientific_journal-11304	109	5	garch(p	garch(p	NOUN
american_scientific_journal-11304	109	6	,	,	PUNCT
american_scientific_journal-11304	109	7	q	q	NOUN
american_scientific_journal-11304	109	8	)	)	PUNCT
american_scientific_journal-11304	109	9	has	have	VERB
american_scientific_journal-11304	109	10	more	more	ADJ
american_scientific_journal-11304	109	11	parameters	parameter	NOUN
american_scientific_journal-11304	109	12	than	than	ADP
american_scientific_journal-11304	109	13	arch(p	arch(p	PROPN
american_scientific_journal-11304	109	14	)	)	PUNCT
american_scientific_journal-11304	109	15	,	,	PUNCT
american_scientific_journal-11304	109	16	the	the	DET
american_scientific_journal-11304	109	17	truth	truth	NOUN
american_scientific_journal-11304	109	18	parch	parch	VERB
american_scientific_journal-11304	109	19	pgarch	pgarch	PROPN
american_scientific_journal-11304	109	20	qgarch	qgarch	PUNCT
american_scientific_journal-11304	109	21			ADV
american_scientific_journal-11304	109	22	is	be	AUX
american_scientific_journal-11304	109	23	in	in	ADP
american_scientific_journal-11304	109	24	general	general	ADJ
american_scientific_journal-11304	109	25	[	[	X
american_scientific_journal-11304	109	26	5	5	NUM
american_scientific_journal-11304	109	27	]	]	PUNCT
american_scientific_journal-11304	109	28	.	.	PUNCT
american_scientific_journal-11304	110	1	stationarity	stationarity	NOUN
american_scientific_journal-11304	110	2	is	be	AUX
american_scientific_journal-11304	110	3	guaranteed	guarantee	VERB
american_scientific_journal-11304	110	4	if	if	SCONJ
american_scientific_journal-11304	110	5	1	1	NUM
american_scientific_journal-11304	110	6	1	1	NUM
american_scientific_journal-11304	110	7	1	1	NUM
american_scientific_journal-11304	110	8	p	p	NOUN
american_scientific_journal-11304	110	9	q	q	NOUN
american_scientific_journal-11304	111	1	i	i	PRON
american_scientific_journal-11304	111	2	i	i	PRON
american_scientific_journal-11304	112	1	i	i	PRON
american_scientific_journal-11304	112	2	j	j	VERB
american_scientific_journal-11304	112	3			X
american_scientific_journal-11304	112	4			PROPN
american_scientific_journal-11304	112	5			PROPN
american_scientific_journal-11304	112	6			PROPN
american_scientific_journal-11304	112	7			ADV
american_scientific_journal-11304	112	8			X
american_scientific_journal-11304	112	9			PROPN
american_scientific_journal-11304	112	10	the	the	DET
american_scientific_journal-11304	112	11	garch	garch	NOUN
american_scientific_journal-11304	112	12	(	(	PUNCT
american_scientific_journal-11304	112	13	1,1	1,1	NUM
american_scientific_journal-11304	112	14	)	)	PUNCT
american_scientific_journal-11304	112	15	model	model	NOUN
american_scientific_journal-11304	112	16	is	be	AUX
american_scientific_journal-11304	112	17	the	the	DET
american_scientific_journal-11304	112	18	simplest	simple	ADJ
american_scientific_journal-11304	112	19	and	and	CCONJ
american_scientific_journal-11304	112	20	most	most	ADV
american_scientific_journal-11304	112	21	used	use	VERB
american_scientific_journal-11304	112	22	version	version	NOUN
american_scientific_journal-11304	112	23	in	in	ADP
american_scientific_journal-11304	112	24	financial	financial	ADJ
american_scientific_journal-11304	112	25	series	series	NOUN
american_scientific_journal-11304	112	26	,	,	PUNCT
american_scientific_journal-11304	112	27	assuming	assume	VERB
american_scientific_journal-11304	112	28	that	that	SCONJ
american_scientific_journal-11304	112	29	the	the	DET
american_scientific_journal-11304	112	30	errors	error	NOUN
american_scientific_journal-11304	112	31	are	be	AUX
american_scientific_journal-11304	112	32	normally	normally	ADV
american_scientific_journal-11304	112	33	distributed	distribute	VERB
american_scientific_journal-11304	112	34	,	,	PUNCT
american_scientific_journal-11304	112	35	the	the	DET
american_scientific_journal-11304	112	36	variance	variance	NOUN
american_scientific_journal-11304	112	37	is	be	AUX
american_scientific_journal-11304	112	38	given	give	VERB
american_scientific_journal-11304	112	39	by	by	ADP
american_scientific_journal-11304	112	40	:	:	PUNCT
american_scientific_journal-11304	112	41	2	2	NUM
american_scientific_journal-11304	112	42	2	2	NUM
american_scientific_journal-11304	112	43	2	2	NUM
american_scientific_journal-11304	112	44	1	1	NUM
american_scientific_journal-11304	112	45	1	1	NUM
american_scientific_journal-11304	112	46	1	1	NUM
american_scientific_journal-11304	112	47	1	1	NUM
american_scientific_journal-11304	112	48	t	t	NOUN
american_scientific_journal-11304	112	49	t	t	NOUN
american_scientific_journal-11304	112	50	t	t	ADV
american_scientific_journal-11304	112	51			PROPN
american_scientific_journal-11304	112	52			X
american_scientific_journal-11304	112	53			PROPN
american_scientific_journal-11304	112	54			VERB
american_scientific_journal-11304	112	55			PROPN
american_scientific_journal-11304	112	56			PUNCT
american_scientific_journal-11304	112	57			X
american_scientific_journal-11304	112	58	(	(	PUNCT
american_scientific_journal-11304	112	59	30	30	NUM
american_scientific_journal-11304	112	60	)	)	PUNCT
american_scientific_journal-11304	112	61	american	american	ADJ
american_scientific_journal-11304	112	62	academic	academic	ADJ
american_scientific_journal-11304	112	63	scientific	scientific	ADJ
american_scientific_journal-11304	112	64	research	research	NOUN
american_scientific_journal-11304	112	65	journal	journal	NOUN
american_scientific_journal-11304	112	66	for	for	ADP
american_scientific_journal-11304	112	67	engineering	engineering	NOUN
american_scientific_journal-11304	112	68	,	,	PUNCT
american_scientific_journal-11304	112	69	technology	technology	NOUN
american_scientific_journal-11304	112	70	,	,	PUNCT
american_scientific_journal-11304	112	71	and	and	CCONJ
american_scientific_journal-11304	112	72	sciences	science	NOUN
american_scientific_journal-11304	112	73	(	(	PUNCT
american_scientific_journal-11304	112	74	asrjets	asrjet	NOUN
american_scientific_journal-11304	112	75	)	)	PUNCT
american_scientific_journal-11304	112	76	volume	volume	NOUN
american_scientific_journal-11304	112	77	101	101	NUM
american_scientific_journal-11304	112	78	,	,	PUNCT
american_scientific_journal-11304	112	79	no	no	DET
american_scientific_journal-11304	112	80	1	1	NUM
american_scientific_journal-11304	112	81	,	,	PUNCT
american_scientific_journal-11304	112	82	pp	pp	ADV
american_scientific_journal-11304	112	83	43	43	NUM
american_scientific_journal-11304	112	84	-	-	SYM
american_scientific_journal-11304	112	85	70	70	NUM
american_scientific_journal-11304	112	86	49	49	NUM
american_scientific_journal-11304	112	87	the	the	DET
american_scientific_journal-11304	112	88	intuition	intuition	NOUN
american_scientific_journal-11304	112	89	of	of	ADP
american_scientific_journal-11304	112	90	the	the	DET
american_scientific_journal-11304	112	91	garch	garch	NOUN
american_scientific_journal-11304	112	92	model	model	NOUN
american_scientific_journal-11304	112	93	is	be	AUX
american_scientific_journal-11304	112	94	that	that	SCONJ
american_scientific_journal-11304	112	95	the	the	DET
american_scientific_journal-11304	112	96	persistence	persistence	NOUN
american_scientific_journal-11304	112	97	of	of	ADP
american_scientific_journal-11304	112	98	volatility	volatility	NOUN
american_scientific_journal-11304	112	99	shocks	shock	NOUN
american_scientific_journal-11304	112	100	is	be	AUX
american_scientific_journal-11304	112	101	measured	measure	VERB
american_scientific_journal-11304	112	102	by	by	ADP
american_scientific_journal-11304	112	103	the	the	DET
american_scientific_journal-11304	112	104	sum	sum	NOUN
american_scientific_journal-11304	112	105			PROPN
american_scientific_journal-11304	113	1	i	i	PROPN
american_scientific_journal-11304	114	1	j	j	PROPN
american_scientific_journal-11304	115	1			PROPN
american_scientific_journal-11304	115	2	,	,	PUNCT
american_scientific_journal-11304	115	3	the	the	PRON
american_scientific_journal-11304	115	4	closer	close	ADJ
american_scientific_journal-11304	115	5	to	to	PART
american_scientific_journal-11304	115	6	1	1	NUM
american_scientific_journal-11304	115	7	,	,	PUNCT
american_scientific_journal-11304	115	8	the	the	PRON
american_scientific_journal-11304	115	9	longer	long	ADV
american_scientific_journal-11304	115	10	the	the	DET
american_scientific_journal-11304	115	11	shock	shock	NOUN
american_scientific_journal-11304	115	12	will	will	AUX
american_scientific_journal-11304	115	13	take	take	VERB
american_scientific_journal-11304	115	14	to	to	PART
american_scientific_journal-11304	115	15	dissipate	dissipate	VERB
american_scientific_journal-11304	115	16	iii	iii	NUM
american_scientific_journal-11304	115	17	)	)	PUNCT
american_scientific_journal-11304	115	18	egarch	egarch	NOUN
american_scientific_journal-11304	115	19	model	model	NOUN
american_scientific_journal-11304	115	20	reference	reference	NOUN
american_scientific_journal-11304	115	21	[	[	X
american_scientific_journal-11304	115	22	17	17	NUM
american_scientific_journal-11304	115	23	]	]	PUNCT
american_scientific_journal-11304	115	24	point	point	NOUN
american_scientific_journal-11304	115	25	out	out	ADP
american_scientific_journal-11304	115	26	that	that	SCONJ
american_scientific_journal-11304	115	27	models	model	NOUN
american_scientific_journal-11304	115	28	in	in	ADP
american_scientific_journal-11304	115	29	which	which	PRON
american_scientific_journal-11304	115	30	conditional	conditional	ADJ
american_scientific_journal-11304	115	31	heteroscedasticity	heteroscedasticity	NOUN
american_scientific_journal-11304	115	32	,	,	PUNCT
american_scientific_journal-11304	115	33	whether	whether	SCONJ
american_scientific_journal-11304	115	34	governed	govern	VERB
american_scientific_journal-11304	115	35	by	by	ADP
american_scientific_journal-11304	115	36	arch	arch	ADJ
american_scientific_journal-11304	115	37	or	or	CCONJ
american_scientific_journal-11304	115	38	garch	garch	NOUN
american_scientific_journal-11304	115	39	models	model	NOUN
american_scientific_journal-11304	115	40	,	,	PUNCT
american_scientific_journal-11304	115	41	assume	assume	VERB
american_scientific_journal-11304	115	42	symmetric	symmetric	ADJ
american_scientific_journal-11304	115	43	effects	effect	NOUN
american_scientific_journal-11304	115	44	on	on	ADP
american_scientific_journal-11304	115	45	returns	return	NOUN
american_scientific_journal-11304	115	46	,	,	PUNCT
american_scientific_journal-11304	115	47	since	since	SCONJ
american_scientific_journal-11304	115	48	it	it	PRON
american_scientific_journal-11304	115	49	is	be	AUX
american_scientific_journal-11304	115	50	related	relate	VERB
american_scientific_journal-11304	115	51	to	to	ADP
american_scientific_journal-11304	115	52	their	their	PRON
american_scientific_journal-11304	115	53	square	square	NOUN
american_scientific_journal-11304	115	54	.	.	PUNCT
american_scientific_journal-11304	116	1	however	however	ADV
american_scientific_journal-11304	116	2	,	,	PUNCT
american_scientific_journal-11304	116	3	this	this	DET
american_scientific_journal-11304	116	4	assumption	assumption	NOUN
american_scientific_journal-11304	116	5	is	be	AUX
american_scientific_journal-11304	116	6	not	not	PART
american_scientific_journal-11304	116	7	consistent	consistent	ADJ
american_scientific_journal-11304	116	8	with	with	ADP
american_scientific_journal-11304	116	9	empirical	empirical	ADJ
american_scientific_journal-11304	116	10	data	datum	NOUN
american_scientific_journal-11304	116	11	,	,	PUNCT
american_scientific_journal-11304	116	12	in	in	ADP
american_scientific_journal-11304	116	13	which	which	PRON
american_scientific_journal-11304	116	14	,	,	PUNCT
american_scientific_journal-11304	116	15	normally	normally	ADV
american_scientific_journal-11304	116	16	,	,	PUNCT
american_scientific_journal-11304	116	17	negative	negative	ADJ
american_scientific_journal-11304	116	18	shocks	shock	NOUN
american_scientific_journal-11304	116	19	increase	increase	VERB
american_scientific_journal-11304	116	20	volatility	volatility	NOUN
american_scientific_journal-11304	116	21	more	more	ADV
american_scientific_journal-11304	116	22	than	than	ADP
american_scientific_journal-11304	116	23	positive	positive	ADJ
american_scientific_journal-11304	116	24	shocks	shock	NOUN
american_scientific_journal-11304	116	25	,	,	PUNCT
american_scientific_journal-11304	116	26	generating	generate	VERB
american_scientific_journal-11304	116	27	asymmetric	asymmetric	ADJ
american_scientific_journal-11304	116	28	effects	effect	NOUN
american_scientific_journal-11304	116	29	of	of	ADP
american_scientific_journal-11304	116	30	returns	return	NOUN
american_scientific_journal-11304	116	31	on	on	ADP
american_scientific_journal-11304	116	32	volatility	volatility	NOUN
american_scientific_journal-11304	116	33	.	.	PUNCT
american_scientific_journal-11304	117	1	in	in	ADP
american_scientific_journal-11304	117	2	this	this	DET
american_scientific_journal-11304	117	3	sense	sense	NOUN
american_scientific_journal-11304	117	4	,	,	PUNCT
american_scientific_journal-11304	117	5	other	other	ADJ
american_scientific_journal-11304	117	6	variants	variant	NOUN
american_scientific_journal-11304	117	7	of	of	ADP
american_scientific_journal-11304	117	8	the	the	DET
american_scientific_journal-11304	117	9	garch	garch	NOUN
american_scientific_journal-11304	117	10	class	class	NOUN
american_scientific_journal-11304	117	11	such	such	ADJ
american_scientific_journal-11304	117	12	as	as	ADP
american_scientific_journal-11304	117	13	egarch	egarch	NOUN
american_scientific_journal-11304	117	14	,	,	PUNCT
american_scientific_journal-11304	117	15	tgarch	tgarch	PROPN
american_scientific_journal-11304	117	16	,	,	PUNCT
american_scientific_journal-11304	117	17	among	among	ADP
american_scientific_journal-11304	117	18	others	other	NOUN
american_scientific_journal-11304	117	19	[	[	PUNCT
american_scientific_journal-11304	117	20	in	in	ADP
american_scientific_journal-11304	117	21	addition	addition	NOUN
american_scientific_journal-11304	117	22	to	to	ADP
american_scientific_journal-11304	117	23	egarch	egarch	NOUN
american_scientific_journal-11304	117	24	and	and	CCONJ
american_scientific_journal-11304	117	25	tgarch	tgarch	VERB
american_scientific_journal-11304	117	26	,	,	PUNCT
american_scientific_journal-11304	117	27	there	there	PRON
american_scientific_journal-11304	117	28	are	be	VERB
american_scientific_journal-11304	117	29	other	other	ADJ
american_scientific_journal-11304	117	30	variants	variant	NOUN
american_scientific_journal-11304	117	31	of	of	ADP
american_scientific_journal-11304	117	32	the	the	DET
american_scientific_journal-11304	117	33	garch	garch	NOUN
american_scientific_journal-11304	117	34	class	class	NOUN
american_scientific_journal-11304	117	35	,	,	PUNCT
american_scientific_journal-11304	117	36	such	such	ADJ
american_scientific_journal-11304	117	37	as	as	ADP
american_scientific_journal-11304	117	38	:	:	PUNCT
american_scientific_journal-11304	117	39	gjrgarch	gjrgarch	NOUN
american_scientific_journal-11304	117	40	,	,	PUNCT
american_scientific_journal-11304	117	41	pgarch	pgarch	NOUN
american_scientific_journal-11304	117	42	,	,	PUNCT
american_scientific_journal-11304	117	43	garch	garch	NOUN
american_scientific_journal-11304	117	44	-	-	PUNCT
american_scientific_journal-11304	117	45	m	m	NOUN
american_scientific_journal-11304	117	46	,	,	PUNCT
american_scientific_journal-11304	117	47	among	among	ADP
american_scientific_journal-11304	117	48	others	other	NOUN
american_scientific_journal-11304	117	49	.	.	PUNCT
american_scientific_journal-11304	118	1	the	the	DET
american_scientific_journal-11304	118	2	exponential	exponential	ADJ
american_scientific_journal-11304	118	3	generalized	generalize	VERB
american_scientific_journal-11304	118	4	autoregressive	autoregressive	ADJ
american_scientific_journal-11304	118	5	conditional	conditional	ADJ
american_scientific_journal-11304	118	6	heteroscedasticity	heteroscedasticity	NOUN
american_scientific_journal-11304	118	7	model	model	NOUN
american_scientific_journal-11304	118	8	(	(	PUNCT
american_scientific_journal-11304	118	9	egarch	egarch	NOUN
american_scientific_journal-11304	118	10	)	)	PUNCT
american_scientific_journal-11304	118	11	,	,	PUNCT
american_scientific_journal-11304	118	12	proposed	propose	VERB
american_scientific_journal-11304	118	13	by	by	ADP
american_scientific_journal-11304	118	14	[	[	X
american_scientific_journal-11304	118	15	18	18	NUM
american_scientific_journal-11304	118	16	]	]	PUNCT
american_scientific_journal-11304	118	17	,	,	PUNCT
american_scientific_journal-11304	118	18	and	and	CCONJ
american_scientific_journal-11304	118	19	inserts	insert	VERB
american_scientific_journal-11304	118	20	the	the	DET
american_scientific_journal-11304	118	21	logarithmic	logarithmic	ADJ
american_scientific_journal-11304	118	22	specification	specification	NOUN
american_scientific_journal-11304	118	23	in	in	ADP
american_scientific_journal-11304	118	24	terms	term	NOUN
american_scientific_journal-11304	118	25	of	of	ADP
american_scientific_journal-11304	118	26	the	the	DET
american_scientific_journal-11304	118	27	garch	garch	NOUN
american_scientific_journal-11304	118	28	model	model	NOUN
american_scientific_journal-11304	118	29	,	,	PUNCT
american_scientific_journal-11304	118	30	allowing	allow	VERB
american_scientific_journal-11304	118	31	the	the	DET
american_scientific_journal-11304	118	32	capture	capture	NOUN
american_scientific_journal-11304	118	33	of	of	ADP
american_scientific_journal-11304	118	34	asymmetric	asymmetric	ADJ
american_scientific_journal-11304	118	35	effects	effect	NOUN
american_scientific_journal-11304	118	36	and	and	CCONJ
american_scientific_journal-11304	118	37	the	the	DET
american_scientific_journal-11304	118	38	possibility	possibility	NOUN
american_scientific_journal-11304	118	39	that	that	SCONJ
american_scientific_journal-11304	118	40	some	some	DET
american_scientific_journal-11304	118	41	coefficients	coefficient	NOUN
american_scientific_journal-11304	118	42	are	be	AUX
american_scientific_journal-11304	118	43	negative	negative	ADJ
american_scientific_journal-11304	118	44	,	,	PUNCT
american_scientific_journal-11304	118	45	considering	consider	VERB
american_scientific_journal-11304	118	46	the	the	DET
american_scientific_journal-11304	118	47	specification	specification	NOUN
american_scientific_journal-11304	118	48	of	of	ADP
american_scientific_journal-11304	118	49	the	the	DET
american_scientific_journal-11304	118	50	logarithm	logarithm	NOUN
american_scientific_journal-11304	118	51	.	.	PUNCT
american_scientific_journal-11304	119	1	thus	thus	ADV
american_scientific_journal-11304	119	2	,	,	PUNCT
american_scientific_journal-11304	119	3	egarch	egarch	NOUN
american_scientific_journal-11304	119	4			PROPN
american_scientific_journal-11304	119	5			PROPN
american_scientific_journal-11304	119	6	,	,	PUNCT
american_scientific_journal-11304	119	7	,	,	PUNCT
american_scientific_journal-11304	119	8	p	p	NOUN
american_scientific_journal-11304	119	9	q	q	NOUN
american_scientific_journal-11304	119	10	r	r	NOUN
american_scientific_journal-11304	119	11	models	model	NOUN
american_scientific_journal-11304	119	12	the	the	DET
american_scientific_journal-11304	119	13	conditional	conditional	ADJ
american_scientific_journal-11304	119	14	variance	variance	NOUN
american_scientific_journal-11304	119	15	according	accord	VERB
american_scientific_journal-11304	119	16	to	to	ADP
american_scientific_journal-11304	119	17	equation	equation	NOUN
american_scientific_journal-11304	119	18	(	(	PUNCT
american_scientific_journal-11304	119	19	31	31	NUM
american_scientific_journal-11304	119	20	)	)	PUNCT
american_scientific_journal-11304	119	21	below	below	ADP
american_scientific_journal-11304	119	22	:	:	PUNCT
american_scientific_journal-11304	119	23	2	2	NUM
american_scientific_journal-11304	119	24	2	2	NUM
american_scientific_journal-11304	119	25	1	1	NUM
american_scientific_journal-11304	119	26	1	1	NUM
american_scientific_journal-11304	119	27	ln	ln	NOUN
american_scientific_journal-11304	119	28	ln	ln	ADV
american_scientific_journal-11304	119	29	p	p	NOUN
american_scientific_journal-11304	119	30	q	q	NOUN
american_scientific_journal-11304	119	31	r	r	NOUN
american_scientific_journal-11304	119	32	t	t	NOUN
american_scientific_journal-11304	120	1	i	i	PRON
american_scientific_journal-11304	120	2	t	t	PROPN
american_scientific_journal-11304	121	1	k	k	PROPN
american_scientific_journal-11304	121	2	t	t	PROPN
american_scientific_journal-11304	122	1	i	i	PRON
american_scientific_journal-11304	123	1	j	j	PROPN
american_scientific_journal-11304	124	1	t	t	PROPN
american_scientific_journal-11304	124	2	j	j	PROPN
american_scientific_journal-11304	125	1	k	k	PROPN
american_scientific_journal-11304	125	2	i	i	PRON
american_scientific_journal-11304	125	3	j	j	PROPN
american_scientific_journal-11304	126	1	kt	kt	INTJ
american_scientific_journal-11304	127	1	i	i	PRON
american_scientific_journal-11304	127	2	t	t	PROPN
american_scientific_journal-11304	127	3	k	k	PROPN
american_scientific_journal-11304	127	4			PROPN
american_scientific_journal-11304	127	5			PROPN
american_scientific_journal-11304	127	6			PROPN
american_scientific_journal-11304	127	7			X
american_scientific_journal-11304	127	8			NUM
american_scientific_journal-11304	127	9			PROPN
american_scientific_journal-11304	127	10			PROPN
american_scientific_journal-11304	127	11			NUM
american_scientific_journal-11304	127	12			NUM
american_scientific_journal-11304	127	13			PROPN
american_scientific_journal-11304	127	14			PROPN
american_scientific_journal-11304	127	15			PROPN
american_scientific_journal-11304	127	16			PROPN
american_scientific_journal-11304	127	17			NUM
american_scientific_journal-11304	127	18			PROPN
american_scientific_journal-11304	127	19			PROPN
american_scientific_journal-11304	127	20			PROPN
american_scientific_journal-11304	127	21			PUNCT
american_scientific_journal-11304	127	22			PUNCT
american_scientific_journal-11304	127	23			X
american_scientific_journal-11304	127	24			X
american_scientific_journal-11304	127	25			X
american_scientific_journal-11304	127	26	(	(	PUNCT
american_scientific_journal-11304	127	27	31	31	NUM
american_scientific_journal-11304	127	28	)	)	PUNCT
american_scientific_journal-11304	127	29	in	in	ADP
american_scientific_journal-11304	127	30	which	which	PRON
american_scientific_journal-11304	127	31	the	the	DET
american_scientific_journal-11304	127	32	k	k	NOUN
american_scientific_journal-11304	127	33	coefficients	coefficient	NOUN
american_scientific_journal-11304	127	34	will	will	AUX
american_scientific_journal-11304	127	35	adjust	adjust	VERB
american_scientific_journal-11304	127	36	shock	shock	NOUN
american_scientific_journal-11304	127	37	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	127	38	.	.	PUNCT
american_scientific_journal-11304	128	1	therefore	therefore	ADV
american_scientific_journal-11304	128	2	,	,	PUNCT
american_scientific_journal-11304	128	3	if	if	SCONJ
american_scientific_journal-11304	128	4	0k	0k	ADJ
american_scientific_journal-11304	128	5			INTJ
american_scientific_journal-11304	128	6	,	,	PUNCT
american_scientific_journal-11304	128	7	at	at	ADP
american_scientific_journal-11304	128	8	all	all	DET
american_scientific_journal-11304	128	9	times	time	NOUN
american_scientific_journal-11304	128	10	k	k	NOUN
american_scientific_journal-11304	128	11	,	,	PUNCT
american_scientific_journal-11304	128	12	a	a	DET
american_scientific_journal-11304	128	13	positive	positive	ADJ
american_scientific_journal-11304	128	14	and	and	CCONJ
american_scientific_journal-11304	128	15	negative	negative	ADJ
american_scientific_journal-11304	128	16	shock	shock	NOUN
american_scientific_journal-11304	128	17	have	have	VERB
american_scientific_journal-11304	128	18	the	the	DET
american_scientific_journal-11304	128	19	same	same	ADJ
american_scientific_journal-11304	128	20	effect	effect	NOUN
american_scientific_journal-11304	128	21	on	on	ADP
american_scientific_journal-11304	128	22	volatility	volatility	NOUN
american_scientific_journal-11304	128	23	,	,	PUNCT
american_scientific_journal-11304	128	24	that	that	ADV
american_scientific_journal-11304	128	25	is	is	ADV
american_scientific_journal-11304	128	26	,	,	PUNCT
american_scientific_journal-11304	128	27	the	the	DET
american_scientific_journal-11304	128	28	impacts	impact	NOUN
american_scientific_journal-11304	128	29	are	be	AUX
american_scientific_journal-11304	128	30	symmetric	symmetric	ADJ
american_scientific_journal-11304	128	31	and	and	CCONJ
american_scientific_journal-11304	128	32	have	have	VERB
american_scientific_journal-11304	128	33	no	no	DET
american_scientific_journal-11304	128	34	leverage	leverage	NOUN
american_scientific_journal-11304	128	35	effect	effect	NOUN
american_scientific_journal-11304	128	36	;	;	PUNCT
american_scientific_journal-11304	128	37	if	if	SCONJ
american_scientific_journal-11304	128	38	0k	0k	PROPN
american_scientific_journal-11304	128	39			VERB
american_scientific_journal-11304	128	40	the	the	DET
american_scientific_journal-11304	128	41	impacts	impact	NOUN
american_scientific_journal-11304	128	42	are	be	AUX
american_scientific_journal-11304	128	43	asymmetric	asymmetric	ADJ
american_scientific_journal-11304	128	44	.	.	PUNCT
american_scientific_journal-11304	129	1	in	in	ADP
american_scientific_journal-11304	129	2	these	these	DET
american_scientific_journal-11304	129	3	cases	case	NOUN
american_scientific_journal-11304	129	4	,	,	PUNCT
american_scientific_journal-11304	129	5	if	if	SCONJ
american_scientific_journal-11304	129	6	0k	0k	NUM
american_scientific_journal-11304	129	7			PROPN
american_scientific_journal-11304	129	8	negative	negative	ADJ
american_scientific_journal-11304	129	9	shocks	shock	NOUN
american_scientific_journal-11304	129	10	increase	increase	VERB
american_scientific_journal-11304	129	11	volatility	volatility	NOUN
american_scientific_journal-11304	129	12	more	more	ADV
american_scientific_journal-11304	129	13	than	than	ADP
american_scientific_journal-11304	129	14	positive	positive	ADJ
american_scientific_journal-11304	129	15	shocks	shock	NOUN
american_scientific_journal-11304	129	16	(	(	PUNCT
american_scientific_journal-11304	129	17	leverage	leverage	NOUN
american_scientific_journal-11304	129	18	effect	effect	NOUN
american_scientific_journal-11304	129	19	)	)	PUNCT
american_scientific_journal-11304	129	20	,	,	PUNCT
american_scientific_journal-11304	129	21	which	which	PRON
american_scientific_journal-11304	129	22	would	would	AUX
american_scientific_journal-11304	129	23	be	be	AUX
american_scientific_journal-11304	129	24	expected	expect	VERB
american_scientific_journal-11304	129	25	in	in	ADP
american_scientific_journal-11304	129	26	financial	financial	ADJ
american_scientific_journal-11304	129	27	series	series	NOUN
american_scientific_journal-11304	129	28	,	,	PUNCT
american_scientific_journal-11304	129	29	such	such	ADJ
american_scientific_journal-11304	129	30	as	as	ADP
american_scientific_journal-11304	129	31	exchange	exchange	NOUN
american_scientific_journal-11304	129	32	rates	rate	NOUN
american_scientific_journal-11304	129	33	.	.	PUNCT
american_scientific_journal-11304	130	1	the	the	DET
american_scientific_journal-11304	130	2	roots	root	NOUN
american_scientific_journal-11304	130	3	of	of	ADP
american_scientific_journal-11304	130	4	the	the	DET
american_scientific_journal-11304	130	5	polynomial	polynomial	ADJ
american_scientific_journal-11304	130	6	1	1	NUM
american_scientific_journal-11304	130	7	1	1	NUM
american_scientific_journal-11304	130	8	q	q	NOUN
american_scientific_journal-11304	130	9	j	j	PROPN
american_scientific_journal-11304	130	10	j	j	PROPN
american_scientific_journal-11304	130	11	j	j	PROPN
american_scientific_journal-11304	130	12	l	l	PROPN
american_scientific_journal-11304	130	13			PROPN
american_scientific_journal-11304	130	14			NOUN
american_scientific_journal-11304	130	15			PROPN
american_scientific_journal-11304	131	1			PROPN
american_scientific_journal-11304	131	2			PROPN
american_scientific_journal-11304	132	1			ADJ
american_scientific_journal-11304	132	2			NOUN
american_scientific_journal-11304	132	3			PRON
american_scientific_journal-11304	132	4	must	must	AUX
american_scientific_journal-11304	132	5	be	be	AUX
american_scientific_journal-11304	132	6	outside	outside	ADP
american_scientific_journal-11304	132	7	the	the	DET
american_scientific_journal-11304	132	8	unit	unit	NOUN
american_scientific_journal-11304	132	9	circle	circle	NOUN
american_scientific_journal-11304	132	10	,	,	PUNCT
american_scientific_journal-11304	132	11	so	so	SCONJ
american_scientific_journal-11304	132	12	that	that	SCONJ
american_scientific_journal-11304	132	13	the	the	DET
american_scientific_journal-11304	132	14	variance	variance	NOUN
american_scientific_journal-11304	132	15	is	be	AUX
american_scientific_journal-11304	132	16	stationary	stationary	ADJ
american_scientific_journal-11304	132	17	.	.	PUNCT
american_scientific_journal-11304	133	1	where	where	SCONJ
american_scientific_journal-11304	133	2	l	l	NOUN
american_scientific_journal-11304	133	3	is	be	AUX
american_scientific_journal-11304	133	4	the	the	DET
american_scientific_journal-11304	133	5	polynomial	polynomial	ADJ
american_scientific_journal-11304	133	6	operator	operator	NOUN
american_scientific_journal-11304	133	7	.	.	PUNCT
american_scientific_journal-11304	134	1	strict	strict	ADJ
american_scientific_journal-11304	134	2	stationarity	stationarity	NOUN
american_scientific_journal-11304	134	3	is	be	AUX
american_scientific_journal-11304	134	4	given	give	VERB
american_scientific_journal-11304	134	5	,	,	PUNCT
american_scientific_journal-11304	134	6	according	accord	VERB
american_scientific_journal-11304	134	7	to	to	ADP
american_scientific_journal-11304	134	8	[	[	X
american_scientific_journal-11304	134	9	18	18	NUM
american_scientific_journal-11304	134	10	]	]	PUNCT
american_scientific_journal-11304	134	11	,	,	PUNCT
american_scientific_journal-11304	134	12	if	if	SCONJ
american_scientific_journal-11304	134	13	2	2	NUM
american_scientific_journal-11304	134	14	1	1	NUM
american_scientific_journal-11304	134	15	p	p	NOUN
american_scientific_journal-11304	134	16	i	i	PRON
american_scientific_journal-11304	134	17	i	i	PRON
american_scientific_journal-11304	134	18			X
american_scientific_journal-11304	134	19			NUM
american_scientific_journal-11304	134	20			PROPN
american_scientific_journal-11304	134	21			NUM
american_scientific_journal-11304	134	22	.	.	PROPN
american_scientific_journal-11304	134	23	iv	iv	X
american_scientific_journal-11304	134	24	)	)	PUNCT
american_scientific_journal-11304	134	25	tgarch	tgarch	NOUN
american_scientific_journal-11304	134	26	model	model	NOUN
american_scientific_journal-11304	134	27	the	the	DET
american_scientific_journal-11304	134	28	generalized	generalized	ADJ
american_scientific_journal-11304	134	29	conditional	conditional	ADJ
american_scientific_journal-11304	134	30	heteroscedasticity	heteroscedasticity	NOUN
american_scientific_journal-11304	134	31	model	model	NOUN
american_scientific_journal-11304	134	32	with	with	ADP
american_scientific_journal-11304	134	33	bounding	bounding	NOUN
american_scientific_journal-11304	134	34	(	(	PUNCT
american_scientific_journal-11304	134	35	tgarch	tgarch	NOUN
american_scientific_journal-11304	134	36	)	)	PUNCT
american_scientific_journal-11304	134	37	or	or	CCONJ
american_scientific_journal-11304	134	38	treshold	treshold	ADJ
american_scientific_journal-11304	134	39	garch	garch	NOUN
american_scientific_journal-11304	134	40	,	,	PUNCT
american_scientific_journal-11304	134	41	was	be	AUX
american_scientific_journal-11304	134	42	raised	raise	VERB
american_scientific_journal-11304	134	43	by	by	ADP
american_scientific_journal-11304	134	44	zakoian	zakoian	PROPN
american_scientific_journal-11304	134	45	(	(	PUNCT
american_scientific_journal-11304	134	46	1994	1994	NUM
american_scientific_journal-11304	134	47	)	)	PUNCT
american_scientific_journal-11304	134	48	.	.	PUNCT
american_scientific_journal-11304	135	1	in	in	ADP
american_scientific_journal-11304	135	2	this	this	DET
american_scientific_journal-11304	135	3	modelling	modelling	NOUN
american_scientific_journal-11304	135	4	,	,	PUNCT
american_scientific_journal-11304	135	5	a	a	DET
american_scientific_journal-11304	135	6	binary	binary	ADJ
american_scientific_journal-11304	135	7	variable	variable	NOUN
american_scientific_journal-11304	135	8	is	be	AUX
american_scientific_journal-11304	135	9	inserted	insert	VERB
american_scientific_journal-11304	135	10	in	in	ADP
american_scientific_journal-11304	135	11	the	the	DET
american_scientific_journal-11304	135	12	garch	garch	NOUN
american_scientific_journal-11304	135	13	model	model	NOUN
american_scientific_journal-11304	135	14	and	and	CCONJ
american_scientific_journal-11304	135	15	the	the	DET
american_scientific_journal-11304	135	16	coefficients	coefficient	NOUN
american_scientific_journal-11304	135	17	must	must	AUX
american_scientific_journal-11304	135	18	be	be	AUX
american_scientific_journal-11304	135	19	positive	positive	ADJ
american_scientific_journal-11304	135	20	to	to	PART
american_scientific_journal-11304	135	21	guarantee	guarantee	VERB
american_scientific_journal-11304	135	22	stationarity	stationarity	NOUN
american_scientific_journal-11304	135	23	of	of	ADP
american_scientific_journal-11304	135	24	the	the	DET
american_scientific_journal-11304	135	25	series	series	NOUN
american_scientific_journal-11304	135	26	.	.	PUNCT
american_scientific_journal-11304	136	1	the	the	DET
american_scientific_journal-11304	136	2	definition	definition	NOUN
american_scientific_journal-11304	136	3	of	of	ADP
american_scientific_journal-11304	136	4	tgarch	tgarch	NOUN
american_scientific_journal-11304	136	5	can	can	AUX
american_scientific_journal-11304	136	6	be	be	AUX
american_scientific_journal-11304	136	7	summarized	summarize	VERB
american_scientific_journal-11304	136	8	below	below	ADP
american_scientific_journal-11304	136	9	:	:	PUNCT
american_scientific_journal-11304	136	10	2	2	NUM
american_scientific_journal-11304	136	11	2	2	NUM
american_scientific_journal-11304	136	12	2	2	NUM
american_scientific_journal-11304	136	13	2	2	NUM
american_scientific_journal-11304	136	14	1	1	NUM
american_scientific_journal-11304	136	15	1	1	NUM
american_scientific_journal-11304	136	16	p	p	NOUN
american_scientific_journal-11304	136	17	q	q	NOUN
american_scientific_journal-11304	137	1	t	t	NOUN
american_scientific_journal-11304	138	1	i	i	PRON
american_scientific_journal-11304	138	2	t	t	VERB
american_scientific_journal-11304	139	1	i	i	PRON
american_scientific_journal-11304	139	2	j	j	PROPN
american_scientific_journal-11304	140	1	t	t	PROPN
american_scientific_journal-11304	140	2	j	j	PROPN
american_scientific_journal-11304	141	1	i	i	PRON
american_scientific_journal-11304	141	2	t	t	VERB
american_scientific_journal-11304	142	1	i	i	PRON
american_scientific_journal-11304	142	2	t	t	VERB
american_scientific_journal-11304	143	1	i	i	PRON
american_scientific_journal-11304	144	1	i	i	INTJ
american_scientific_journal-11304	144	2	j	j	NOUN
american_scientific_journal-11304	145	1	d	d	VERB
american_scientific_journal-11304	145	2			NUM
american_scientific_journal-11304	145	3			X
american_scientific_journal-11304	145	4			PROPN
american_scientific_journal-11304	145	5			PROPN
american_scientific_journal-11304	145	6			PROPN
american_scientific_journal-11304	145	7			NUM
american_scientific_journal-11304	145	8			PROPN
american_scientific_journal-11304	145	9			PROPN
american_scientific_journal-11304	145	10			PROPN
american_scientific_journal-11304	145	11			NOUN
american_scientific_journal-11304	145	12			NUM
american_scientific_journal-11304	145	13			NUM
american_scientific_journal-11304	145	14			PROPN
american_scientific_journal-11304	145	15			ADV
american_scientific_journal-11304	145	16			PUNCT
american_scientific_journal-11304	145	17			X
american_scientific_journal-11304	145	18			X
american_scientific_journal-11304	145	19	(	(	PUNCT
american_scientific_journal-11304	145	20	32	32	NUM
american_scientific_journal-11304	145	21	)	)	PUNCT
american_scientific_journal-11304	145	22	american	american	ADJ
american_scientific_journal-11304	145	23	academic	academic	ADJ
american_scientific_journal-11304	145	24	scientific	scientific	ADJ
american_scientific_journal-11304	145	25	research	research	NOUN
american_scientific_journal-11304	145	26	journal	journal	NOUN
american_scientific_journal-11304	145	27	for	for	ADP
american_scientific_journal-11304	145	28	engineering	engineering	NOUN
american_scientific_journal-11304	145	29	,	,	PUNCT
american_scientific_journal-11304	145	30	technology	technology	NOUN
american_scientific_journal-11304	145	31	,	,	PUNCT
american_scientific_journal-11304	145	32	and	and	CCONJ
american_scientific_journal-11304	145	33	sciences	science	NOUN
american_scientific_journal-11304	145	34	(	(	PUNCT
american_scientific_journal-11304	145	35	asrjets	asrjet	NOUN
american_scientific_journal-11304	145	36	)	)	PUNCT
american_scientific_journal-11304	145	37	volume	volume	NOUN
american_scientific_journal-11304	145	38	101	101	NUM
american_scientific_journal-11304	145	39	,	,	PUNCT
american_scientific_journal-11304	145	40	no	no	DET
american_scientific_journal-11304	145	41	1	1	NUM
american_scientific_journal-11304	145	42	,	,	PUNCT
american_scientific_journal-11304	145	43	pp	pp	ADV
american_scientific_journal-11304	145	44	43	43	NUM
american_scientific_journal-11304	145	45	-	-	SYM
american_scientific_journal-11304	145	46	70	70	NUM
american_scientific_journal-11304	145	47	50	50	NUM
american_scientific_journal-11304	145	48	whereby	whereby	SCONJ
american_scientific_journal-11304	145	49	d	d	PROPN
american_scientific_journal-11304	145	50	is	be	AUX
american_scientific_journal-11304	145	51	the	the	DET
american_scientific_journal-11304	145	52	dummy	dummy	ADJ
american_scientific_journal-11304	145	53	variable	variable	NOUN
american_scientific_journal-11304	145	54	that	that	PRON
american_scientific_journal-11304	145	55	will	will	AUX
american_scientific_journal-11304	145	56	be	be	AUX
american_scientific_journal-11304	145	57	equal	equal	ADJ
american_scientific_journal-11304	145	58	to	to	ADP
american_scientific_journal-11304	145	59	one	one	NUM
american_scientific_journal-11304	145	60	(	(	PUNCT
american_scientific_journal-11304	145	61	1	1	NUM
american_scientific_journal-11304	145	62	)	)	PUNCT
american_scientific_journal-11304	145	63	if	if	SCONJ
american_scientific_journal-11304	145	64	the	the	DET
american_scientific_journal-11304	145	65	error	error	NOUN
american_scientific_journal-11304	145	66	satisfies	satisfy	VERB
american_scientific_journal-11304	145	67	the	the	DET
american_scientific_journal-11304	145	68	imposed	impose	VERB
american_scientific_journal-11304	145	69	condition	condition	NOUN
american_scientific_journal-11304	145	70	and	and	CCONJ
american_scientific_journal-11304	145	71	will	will	AUX
american_scientific_journal-11304	145	72	be	be	AUX
american_scientific_journal-11304	145	73	equal	equal	ADJ
american_scientific_journal-11304	145	74	to	to	ADP
american_scientific_journal-11304	145	75	zero	zero	NUM
american_scientific_journal-11304	145	76	(	(	PUNCT
american_scientific_journal-11304	145	77	0	0	NUM
american_scientific_journal-11304	145	78	)	)	PUNCT
american_scientific_journal-11304	145	79	otherwise	otherwise	ADV
american_scientific_journal-11304	145	80	.	.	PUNCT
american_scientific_journal-11304	146	1	this	this	PRON
american_scientific_journal-11304	146	2	means	mean	VERB
american_scientific_journal-11304	146	3	that	that	SCONJ
american_scientific_journal-11304	146	4	,	,	PUNCT
american_scientific_journal-11304	146	5	if	if	SCONJ
american_scientific_journal-11304	146	6	there	there	PRON
american_scientific_journal-11304	146	7	is	be	VERB
american_scientific_journal-11304	146	8	negative	negative	ADJ
american_scientific_journal-11304	146	9	news	news	NOUN
american_scientific_journal-11304	146	10	,	,	PUNCT
american_scientific_journal-11304	146	11	0	0	NUM
american_scientific_journal-11304	146	12	t	t	NOUN
american_scientific_journal-11304	146	13	i	i	PROPN
american_scientific_journal-11304	146	14			VERB
american_scientific_journal-11304	146	15			PROPN
american_scientific_journal-11304	146	16	the	the	DET
american_scientific_journal-11304	146	17	dummy	dummy	NOUN
american_scientific_journal-11304	146	18	will	will	AUX
american_scientific_journal-11304	146	19	have	have	VERB
american_scientific_journal-11304	146	20	a	a	DET
american_scientific_journal-11304	146	21	value	value	NOUN
american_scientific_journal-11304	146	22	of	of	ADP
american_scientific_journal-11304	146	23	one	one	NUM
american_scientific_journal-11304	146	24	(	(	PUNCT
american_scientific_journal-11304	146	25	1	1	NUM
american_scientific_journal-11304	146	26	)	)	PUNCT
american_scientific_journal-11304	146	27	and	and	CCONJ
american_scientific_journal-11304	146	28	its	its	PRON
american_scientific_journal-11304	146	29	impact	impact	NOUN
american_scientific_journal-11304	146	30	will	will	AUX
american_scientific_journal-11304	146	31	be	be	AUX
american_scientific_journal-11304	146	32	i	i	PRON
american_scientific_journal-11304	146	33	i	i	PROPN
american_scientific_journal-11304	146	34			ADV
american_scientific_journal-11304	146	35	,	,	PUNCT
american_scientific_journal-11304	146	36	otherwise	otherwise	ADV
american_scientific_journal-11304	146	37	,	,	PUNCT
american_scientific_journal-11304	146	38	there	there	PRON
american_scientific_journal-11304	146	39	will	will	AUX
american_scientific_journal-11304	146	40	be	be	AUX
american_scientific_journal-11304	146	41	no	no	DET
american_scientific_journal-11304	146	42	effect	effect	NOUN
american_scientific_journal-11304	146	43	on	on	ADP
american_scientific_journal-11304	146	44	volatility	volatility	NOUN
american_scientific_journal-11304	146	45	.	.	PUNCT
american_scientific_journal-11304	147	1	furthermore	furthermore	ADV
american_scientific_journal-11304	147	2	,	,	PUNCT
american_scientific_journal-11304	147	3	if	if	SCONJ
american_scientific_journal-11304	147	4	0i	0i	VERB
american_scientific_journal-11304	147	5			VERB
american_scientific_journal-11304	147	6	there	there	PRON
american_scientific_journal-11304	147	7	is	be	VERB
american_scientific_journal-11304	147	8	evidence	evidence	NOUN
american_scientific_journal-11304	147	9	of	of	ADP
american_scientific_journal-11304	147	10	leverage	leverage	NOUN
american_scientific_journal-11304	147	11	effect	effect	NOUN
american_scientific_journal-11304	147	12	.	.	PUNCT
american_scientific_journal-11304	148	1	in	in	ADP
american_scientific_journal-11304	148	2	terms	term	NOUN
american_scientific_journal-11304	148	3	of	of	ADP
american_scientific_journal-11304	148	4	analysis	analysis	NOUN
american_scientific_journal-11304	148	5	,	,	PUNCT
american_scientific_journal-11304	148	6	i	i	CCONJ
american_scientific_journal-11304	148	7	it	it	PRON
american_scientific_journal-11304	148	8	represents	represent	VERB
american_scientific_journal-11304	148	9	the	the	DET
american_scientific_journal-11304	148	10	reaction	reaction	NOUN
american_scientific_journal-11304	148	11	coefficient	coefficient	NOUN
american_scientific_journal-11304	148	12	to	to	ADP
american_scientific_journal-11304	148	13	shocks	shock	NOUN
american_scientific_journal-11304	148	14	and	and	CCONJ
american_scientific_journal-11304	148	15	j	j	PROPN
american_scientific_journal-11304	148	16	indicates	indicate	VERB
american_scientific_journal-11304	148	17	how	how	SCONJ
american_scientific_journal-11304	148	18	much	much	ADJ
american_scientific_journal-11304	148	19	of	of	ADP
american_scientific_journal-11304	148	20	the	the	DET
american_scientific_journal-11304	148	21	volatility	volatility	NOUN
american_scientific_journal-11304	148	22	perceived	perceive	VERB
american_scientific_journal-11304	148	23	from	from	ADP
american_scientific_journal-11304	148	24	the	the	DET
american_scientific_journal-11304	148	25	previous	previous	ADJ
american_scientific_journal-11304	148	26	period	period	NOUN
american_scientific_journal-11304	148	27	persists	persist	VERB
american_scientific_journal-11304	148	28	at	at	ADP
american_scientific_journal-11304	148	29	the	the	DET
american_scientific_journal-11304	148	30	current	current	ADJ
american_scientific_journal-11304	148	31	moment	moment	NOUN
american_scientific_journal-11304	148	32	in	in	ADP
american_scientific_journal-11304	148	33	general	general	ADJ
american_scientific_journal-11304	148	34	,	,	PUNCT
american_scientific_journal-11304	148	35	the	the	DET
american_scientific_journal-11304	148	36	model	model	NOUN
american_scientific_journal-11304	148	37	assumes	assume	VERB
american_scientific_journal-11304	148	38	an	an	DET
american_scientific_journal-11304	148	39	increase	increase	NOUN
american_scientific_journal-11304	148	40	in	in	ADP
american_scientific_journal-11304	148	41	volatility	volatility	NOUN
american_scientific_journal-11304	148	42	when	when	SCONJ
american_scientific_journal-11304	148	43	there	there	PRON
american_scientific_journal-11304	148	44	is	be	VERB
american_scientific_journal-11304	148	45	a	a	DET
american_scientific_journal-11304	148	46	negative	negative	ADJ
american_scientific_journal-11304	148	47	shock	shock	NOUN
american_scientific_journal-11304	148	48	,	,	PUNCT
american_scientific_journal-11304	148	49	0	0	NUM
american_scientific_journal-11304	148	50	t	t	NOUN
american_scientific_journal-11304	148	51	i	i	PROPN
american_scientific_journal-11304	148	52			VERB
american_scientific_journal-11304	148	53			PROPN
american_scientific_journal-11304	148	54	,	,	PUNCT
american_scientific_journal-11304	148	55	since	since	SCONJ
american_scientific_journal-11304	148	56	they	they	PRON
american_scientific_journal-11304	148	57	are	be	AUX
american_scientific_journal-11304	148	58	accompanied	accompany	VERB
american_scientific_journal-11304	148	59	by	by	ADP
american_scientific_journal-11304	148	60	a	a	DET
american_scientific_journal-11304	148	61	positive	positive	ADJ
american_scientific_journal-11304	148	62	coefficient	coefficient	NOUN
american_scientific_journal-11304	148	63	(	(	PUNCT
american_scientific_journal-11304	148	64	0i	0i	NUM
american_scientific_journal-11304	148	65			X
american_scientific_journal-11304	148	66	)	)	PUNCT
american_scientific_journal-11304	148	67	,	,	PUNCT
american_scientific_journal-11304	148	68	therefore	therefore	ADV
american_scientific_journal-11304	148	69	,	,	PUNCT
american_scientific_journal-11304	148	70	signalling	signal	VERB
american_scientific_journal-11304	148	71	asymmetric	asymmetric	ADJ
american_scientific_journal-11304	148	72	effects	effect	NOUN
american_scientific_journal-11304	148	73	on	on	ADP
american_scientific_journal-11304	148	74	returns	return	NOUN
american_scientific_journal-11304	148	75	.	.	PUNCT
american_scientific_journal-11304	149	1	3	3	X
american_scientific_journal-11304	149	2	.	.	X
american_scientific_journal-11304	149	3	material	material	NOUN
american_scientific_journal-11304	149	4	and	and	CCONJ
american_scientific_journal-11304	149	5	methods	method	NOUN
american_scientific_journal-11304	149	6	3.1	3.1	NUM
american_scientific_journal-11304	149	7	.	.	PUNCT
american_scientific_journal-11304	150	1	data	datum	NOUN
american_scientific_journal-11304	150	2	to	to	PART
american_scientific_journal-11304	150	3	carry	carry	VERB
american_scientific_journal-11304	150	4	out	out	ADP
american_scientific_journal-11304	150	5	the	the	DET
american_scientific_journal-11304	150	6	research	research	NOUN
american_scientific_journal-11304	150	7	,	,	PUNCT
american_scientific_journal-11304	150	8	monthly	monthly	ADJ
american_scientific_journal-11304	150	9	data	datum	NOUN
american_scientific_journal-11304	150	10	on	on	ADP
american_scientific_journal-11304	150	11	the	the	DET
american_scientific_journal-11304	150	12	exchange	exchange	NOUN
american_scientific_journal-11304	150	13	rates	rate	NOUN
american_scientific_journal-11304	150	14	of	of	ADP
american_scientific_journal-11304	150	15	mozambique	mozambique	ADJ
american_scientific_journal-11304	150	16	metical	metical	ADJ
american_scientific_journal-11304	150	17	/	/	SYM
american_scientific_journal-11304	150	18	dollar	dollar	NOUN
american_scientific_journal-11304	150	19	and	and	CCONJ
american_scientific_journal-11304	150	20	metical	metical	ADJ
american_scientific_journal-11304	150	21	/	/	SYM
american_scientific_journal-11304	150	22	rand	rand	NOUN
american_scientific_journal-11304	150	23	were	be	AUX
american_scientific_journal-11304	150	24	used	use	VERB
american_scientific_journal-11304	150	25	,	,	PUNCT
american_scientific_journal-11304	150	26	referring	refer	VERB
american_scientific_journal-11304	150	27	to	to	ADP
american_scientific_journal-11304	150	28	the	the	DET
american_scientific_journal-11304	150	29	period	period	NOUN
american_scientific_journal-11304	150	30	from	from	ADP
american_scientific_journal-11304	150	31	january	january	PROPN
american_scientific_journal-11304	150	32	2010	2010	NUM
american_scientific_journal-11304	150	33	to	to	ADP
american_scientific_journal-11304	150	34	december	december	PROPN
american_scientific_journal-11304	150	35	2020	2020	NUM
american_scientific_journal-11304	150	36	.	.	PUNCT
american_scientific_journal-11304	151	1	the	the	DET
american_scientific_journal-11304	151	2	database	database	NOUN
american_scientific_journal-11304	151	3	was	be	AUX
american_scientific_journal-11304	151	4	obtained	obtain	VERB
american_scientific_journal-11304	151	5	from	from	ADP
american_scientific_journal-11304	151	6	the	the	DET
american_scientific_journal-11304	151	7	bank	bank	NOUN
american_scientific_journal-11304	151	8	of	of	ADP
american_scientific_journal-11304	151	9	mozambique	mozambique	PROPN
american_scientific_journal-11304	151	10	(	(	PUNCT
american_scientific_journal-11304	151	11	bm	bm	PROPN
american_scientific_journal-11304	151	12	)	)	PUNCT
american_scientific_journal-11304	151	13	through	through	ADP
american_scientific_journal-11304	151	14	its	its	PRON
american_scientific_journal-11304	151	15	website	website	NOUN
american_scientific_journal-11304	151	16	(	(	PUNCT
american_scientific_journal-11304	151	17	www.bm.mz	www.bm.mz	PROPN
american_scientific_journal-11304	151	18	)	)	PUNCT
american_scientific_journal-11304	151	19	,	,	PUNCT
american_scientific_journal-11304	151	20	as	as	SCONJ
american_scientific_journal-11304	151	21	this	this	PRON
american_scientific_journal-11304	151	22	is	be	AUX
american_scientific_journal-11304	151	23	the	the	DET
american_scientific_journal-11304	151	24	entity	entity	NOUN
american_scientific_journal-11304	151	25	that	that	PRON
american_scientific_journal-11304	151	26	guides	guide	VERB
american_scientific_journal-11304	151	27	and	and	CCONJ
american_scientific_journal-11304	151	28	controls	control	VERB
american_scientific_journal-11304	151	29	monetary	monetary	ADJ
american_scientific_journal-11304	151	30	and	and	CCONJ
american_scientific_journal-11304	151	31	exchange	exchange	NOUN
american_scientific_journal-11304	151	32	rate	rate	NOUN
american_scientific_journal-11304	151	33	policies	policy	NOUN
american_scientific_journal-11304	151	34	in	in	ADP
american_scientific_journal-11304	151	35	mozambique	mozambique	PROPN
american_scientific_journal-11304	151	36	.	.	PUNCT
american_scientific_journal-11304	152	1	the	the	DET
american_scientific_journal-11304	152	2	data	datum	NOUN
american_scientific_journal-11304	152	3	was	be	AUX
american_scientific_journal-11304	152	4	divided	divide	VERB
american_scientific_journal-11304	152	5	into	into	ADP
american_scientific_journal-11304	152	6	two	two	NUM
american_scientific_journal-11304	152	7	subsamples	subsample	NOUN
american_scientific_journal-11304	152	8	,	,	PUNCT
american_scientific_journal-11304	152	9	namely	namely	ADV
american_scientific_journal-11304	152	10	:	:	PUNCT
american_scientific_journal-11304	152	11	i	i	NOUN
american_scientific_journal-11304	152	12	)	)	PUNCT
american_scientific_journal-11304	152	13	in	in	ADP
american_scientific_journal-11304	152	14	-	-	PUNCT
american_scientific_journal-11304	152	15	sample	sample	NOUN
american_scientific_journal-11304	152	16	:	:	PUNCT
american_scientific_journal-11304	152	17	corresponding	correspond	VERB
american_scientific_journal-11304	152	18	to	to	ADP
american_scientific_journal-11304	152	19	the	the	DET
american_scientific_journal-11304	152	20	period	period	NOUN
american_scientific_journal-11304	152	21	from	from	ADP
american_scientific_journal-11304	152	22	january	january	PROPN
american_scientific_journal-11304	152	23	2010	2010	NUM
american_scientific_journal-11304	152	24	to	to	ADP
american_scientific_journal-11304	152	25	december	december	PROPN
american_scientific_journal-11304	152	26	2019	2019	NUM
american_scientific_journal-11304	152	27	.	.	PUNCT
american_scientific_journal-11304	153	1	this	this	DET
american_scientific_journal-11304	153	2	data	datum	NOUN
american_scientific_journal-11304	153	3	was	be	AUX
american_scientific_journal-11304	153	4	used	use	VERB
american_scientific_journal-11304	153	5	to	to	PART
american_scientific_journal-11304	153	6	model	model	VERB
american_scientific_journal-11304	153	7	the	the	DET
american_scientific_journal-11304	153	8	series	series	NOUN
american_scientific_journal-11304	153	9	and	and	CCONJ
american_scientific_journal-11304	153	10	make	make	VERB
american_scientific_journal-11304	153	11	the	the	DET
american_scientific_journal-11304	153	12	forecast	forecast	NOUN
american_scientific_journal-11304	153	13	;	;	PUNCT
american_scientific_journal-11304	153	14	ii	ii	X
american_scientific_journal-11304	153	15	)	)	PUNCT
american_scientific_journal-11304	153	16	out	out	ADP
american_scientific_journal-11304	153	17	-	-	PUNCT
american_scientific_journal-11304	153	18	of	of	ADP
american_scientific_journal-11304	153	19	-	-	PUNCT
american_scientific_journal-11304	153	20	sample	sample	NOUN
american_scientific_journal-11304	153	21	:	:	PUNCT
american_scientific_journal-11304	153	22	relating	relate	VERB
american_scientific_journal-11304	153	23	to	to	ADP
american_scientific_journal-11304	153	24	the	the	DET
american_scientific_journal-11304	153	25	remaining	remain	VERB
american_scientific_journal-11304	153	26	data	datum	NOUN
american_scientific_journal-11304	153	27	in	in	ADP
american_scientific_journal-11304	153	28	the	the	DET
american_scientific_journal-11304	153	29	series	series	NOUN
american_scientific_journal-11304	153	30	,	,	PUNCT
american_scientific_journal-11304	153	31	which	which	PRON
american_scientific_journal-11304	153	32	runs	run	VERB
american_scientific_journal-11304	153	33	from	from	ADP
american_scientific_journal-11304	153	34	january	january	PROPN
american_scientific_journal-11304	153	35	to	to	ADP
american_scientific_journal-11304	153	36	december	december	PROPN
american_scientific_journal-11304	153	37	2020	2020	NUM
american_scientific_journal-11304	153	38	.	.	PUNCT
american_scientific_journal-11304	154	1	the	the	DET
american_scientific_journal-11304	154	2	data	datum	NOUN
american_scientific_journal-11304	154	3	was	be	AUX
american_scientific_journal-11304	154	4	compared	compare	VERB
american_scientific_journal-11304	154	5	to	to	ADP
american_scientific_journal-11304	154	6	the	the	DET
american_scientific_journal-11304	154	7	results	result	NOUN
american_scientific_journal-11304	154	8	obtained	obtain	VERB
american_scientific_journal-11304	154	9	in	in	ADP
american_scientific_journal-11304	154	10	the	the	DET
american_scientific_journal-11304	154	11	forecast	forecast	NOUN
american_scientific_journal-11304	154	12	.	.	PUNCT
american_scientific_journal-11304	155	1	in	in	ADP
american_scientific_journal-11304	155	2	the	the	DET
american_scientific_journal-11304	155	3	case	case	NOUN
american_scientific_journal-11304	155	4	of	of	ADP
american_scientific_journal-11304	155	5	financial	financial	ADJ
american_scientific_journal-11304	155	6	time	time	NOUN
american_scientific_journal-11304	155	7	series	series	PROPN
american_scientific_journal-11304	155	8	,	,	PUNCT
american_scientific_journal-11304	155	9	the	the	DET
american_scientific_journal-11304	155	10	log	log	NOUN
american_scientific_journal-11304	155	11	-	-	PUNCT
american_scientific_journal-11304	155	12	returns	return	NOUN
american_scientific_journal-11304	155	13	of	of	ADP
american_scientific_journal-11304	155	14	exchange	exchange	NOUN
american_scientific_journal-11304	155	15	rates	rate	NOUN
american_scientific_journal-11304	155	16	were	be	AUX
american_scientific_journal-11304	155	17	used	use	VERB
american_scientific_journal-11304	155	18	,	,	PUNCT
american_scientific_journal-11304	155	19	expressed	express	VERB
american_scientific_journal-11304	155	20	by	by	ADP
american_scientific_journal-11304	155	21	the	the	DET
american_scientific_journal-11304	155	22	following	follow	VERB
american_scientific_journal-11304	155	23	formula	formula	NOUN
american_scientific_journal-11304	155	24	:	:	PUNCT
american_scientific_journal-11304	156	1	1	1	NUM
american_scientific_journal-11304	156	2	ln	ln	NOUN
american_scientific_journal-11304	156	3	t	t	PROPN
american_scientific_journal-11304	156	4	t	t	PROPN
american_scientific_journal-11304	156	5	t	t	NOUN
american_scientific_journal-11304	156	6	x	x	SYM
american_scientific_journal-11304	156	7	r	r	NOUN
american_scientific_journal-11304	156	8	x	x	SYM
american_scientific_journal-11304	156	9			PROPN
american_scientific_journal-11304	156	10			NOUN
american_scientific_journal-11304	156	11			NOUN
american_scientific_journal-11304	157	1			PROPN
american_scientific_journal-11304	158	1			PROPN
american_scientific_journal-11304	158	2			PROPN
american_scientific_journal-11304	159	1			ADJ
american_scientific_journal-11304	159	2			NOUN
american_scientific_journal-11304	159	3	,	,	PUNCT
american_scientific_journal-11304	159	4	whereby	whereby	SCONJ
american_scientific_journal-11304	159	5	x	x	PUNCT
american_scientific_journal-11304	159	6	t	t	NOUN
american_scientific_journal-11304	159	7	and	and	CCONJ
american_scientific_journal-11304	159	8	1tx	1tx	ADJ
american_scientific_journal-11304	159	9			NOUN
american_scientific_journal-11304	159	10	represent	represent	VERB
american_scientific_journal-11304	159	11	the	the	DET
american_scientific_journal-11304	159	12	metical	metical	ADJ
american_scientific_journal-11304	159	13	/	/	SYM
american_scientific_journal-11304	159	14	dollar	dollar	NOUN
american_scientific_journal-11304	159	15	or	or	CCONJ
american_scientific_journal-11304	159	16	metical	metical	ADJ
american_scientific_journal-11304	159	17	/	/	SYM
american_scientific_journal-11304	159	18	rand	rand	NOUN
american_scientific_journal-11304	159	19	exchange	exchange	NOUN
american_scientific_journal-11304	159	20	rates	rate	NOUN
american_scientific_journal-11304	159	21	at	at	ADP
american_scientific_journal-11304	159	22	the	the	DET
american_scientific_journal-11304	159	23	instant	instant	ADJ
american_scientific_journal-11304	159	24	t	t	PROPN
american_scientific_journal-11304	159	25	e	e	PROPN
american_scientific_journal-11304	159	26	1	1	NUM
american_scientific_journal-11304	159	27	t	t	NOUN
american_scientific_journal-11304	159	28			NOUN
american_scientific_journal-11304	159	29	respectively	respectively	ADV
american_scientific_journal-11304	159	30	.	.	PUNCT
american_scientific_journal-11304	160	1	log	log	NOUN
american_scientific_journal-11304	160	2	-	-	PUNCT
american_scientific_journal-11304	160	3	returns	return	NOUN
american_scientific_journal-11304	160	4	are	be	AUX
american_scientific_journal-11304	160	5	also	also	ADV
american_scientific_journal-11304	160	6	simply	simply	ADV
american_scientific_journal-11304	160	7	called	call	VERB
american_scientific_journal-11304	160	8	returns	return	NOUN
american_scientific_journal-11304	160	9	.	.	PUNCT
american_scientific_journal-11304	161	1	the	the	DET
american_scientific_journal-11304	161	2	use	use	NOUN
american_scientific_journal-11304	161	3	of	of	ADP
american_scientific_journal-11304	161	4	returns	return	NOUN
american_scientific_journal-11304	161	5	is	be	AUX
american_scientific_journal-11304	161	6	justified	justify	VERB
american_scientific_journal-11304	161	7	by	by	ADP
american_scientific_journal-11304	161	8	the	the	DET
american_scientific_journal-11304	161	9	fact	fact	NOUN
american_scientific_journal-11304	161	10	that	that	SCONJ
american_scientific_journal-11304	161	11	exchange	exchange	NOUN
american_scientific_journal-11304	161	12	rates	rate	NOUN
american_scientific_journal-11304	161	13	are	be	AUX
american_scientific_journal-11304	161	14	not	not	PART
american_scientific_journal-11304	161	15	stationary	stationary	ADJ
american_scientific_journal-11304	161	16	series	series	NOUN
american_scientific_journal-11304	161	17	.	.	PUNCT
american_scientific_journal-11304	162	1	the	the	DET
american_scientific_journal-11304	162	2	logarithm	logarithm	NOUN
american_scientific_journal-11304	162	3	helps	help	VERB
american_scientific_journal-11304	162	4	to	to	PART
american_scientific_journal-11304	162	5	stabilize	stabilize	VERB
american_scientific_journal-11304	162	6	the	the	DET
american_scientific_journal-11304	162	7	variance	variance	NOUN
american_scientific_journal-11304	162	8	and	and	CCONJ
american_scientific_journal-11304	162	9	the	the	DET
american_scientific_journal-11304	162	10	difference	difference	NOUN
american_scientific_journal-11304	162	11	helps	help	VERB
american_scientific_journal-11304	162	12	to	to	PART
american_scientific_journal-11304	162	13	remove	remove	VERB
american_scientific_journal-11304	162	14	the	the	DET
american_scientific_journal-11304	162	15	trend	trend	NOUN
american_scientific_journal-11304	162	16	from	from	ADP
american_scientific_journal-11304	162	17	the	the	DET
american_scientific_journal-11304	162	18	series	series	NOUN
american_scientific_journal-11304	162	19	,	,	PUNCT
american_scientific_journal-11304	162	20	in	in	ADP
american_scientific_journal-11304	162	21	addition	addition	NOUN
american_scientific_journal-11304	162	22	,	,	PUNCT
american_scientific_journal-11304	162	23	the	the	DET
american_scientific_journal-11304	162	24	returns	return	NOUN
american_scientific_journal-11304	162	25	are	be	AUX
american_scientific_journal-11304	162	26	scale	scale	NOUN
american_scientific_journal-11304	162	27	-	-	PUNCT
american_scientific_journal-11304	162	28	free	free	ADJ
american_scientific_journal-11304	162	29	and	and	CCONJ
american_scientific_journal-11304	162	30	present	present	ADJ
american_scientific_journal-11304	162	31	attractive	attractive	ADJ
american_scientific_journal-11304	162	32	statistical	statistical	ADJ
american_scientific_journal-11304	162	33	properties	property	NOUN
american_scientific_journal-11304	162	34	such	such	ADJ
american_scientific_journal-11304	162	35	as	as	ADP
american_scientific_journal-11304	162	36	ergodicity	ergodicity	NOUN
american_scientific_journal-11304	162	37	and	and	CCONJ
american_scientific_journal-11304	162	38	stationarity	stationarity	NOUN
american_scientific_journal-11304	162	39	already	already	ADV
american_scientific_journal-11304	162	40	referenced	reference	VERB
american_scientific_journal-11304	162	41	previously	previously	ADV
american_scientific_journal-11304	162	42	.	.	PUNCT
american_scientific_journal-11304	163	1	the	the	DET
american_scientific_journal-11304	163	2	data	datum	NOUN
american_scientific_journal-11304	163	3	were	be	AUX
american_scientific_journal-11304	163	4	processed	process	VERB
american_scientific_journal-11304	163	5	using	use	VERB
american_scientific_journal-11304	163	6	the	the	DET
american_scientific_journal-11304	163	7	statistical	statistical	ADJ
american_scientific_journal-11304	163	8	packages	package	NOUN
american_scientific_journal-11304	163	9	r	r	NOUN
american_scientific_journal-11304	163	10	version	version	NOUN
american_scientific_journal-11304	163	11	4.0.3	4.0.3	NUM
american_scientific_journal-11304	163	12	and	and	CCONJ
american_scientific_journal-11304	163	13	stata	stata	VERB
american_scientific_journal-11304	163	14	version	version	NOUN
american_scientific_journal-11304	163	15	14	14	NUM
american_scientific_journal-11304	163	16	.	.	PUNCT
american_scientific_journal-11304	164	1	all	all	DET
american_scientific_journal-11304	164	2	hypotheses	hypothesis	NOUN
american_scientific_journal-11304	164	3	of	of	ADP
american_scientific_journal-11304	164	4	the	the	DET
american_scientific_journal-11304	164	5	study	study	NOUN
american_scientific_journal-11304	164	6	's	's	PART
american_scientific_journal-11304	164	7	statistical	statistical	ADJ
american_scientific_journal-11304	164	8	tests	test	NOUN
american_scientific_journal-11304	164	9	were	be	AUX
american_scientific_journal-11304	164	10	validated	validate	VERB
american_scientific_journal-11304	164	11	at	at	ADP
american_scientific_journal-11304	164	12	a	a	DET
american_scientific_journal-11304	164	13	significance	significance	NOUN
american_scientific_journal-11304	164	14	level	level	NOUN
american_scientific_journal-11304	164	15	of	of	ADP
american_scientific_journal-11304	164	16	5	5	NUM
american_scientific_journal-11304	164	17	%	%	NOUN
american_scientific_journal-11304	164	18	.	.	PUNCT
american_scientific_journal-11304	165	1	3.2	3.2	NUM
american_scientific_journal-11304	165	2	.	.	PUNCT
american_scientific_journal-11304	166	1	estimation	estimation	NOUN
american_scientific_journal-11304	166	2	of	of	ADP
american_scientific_journal-11304	166	3	arch	arch	ADJ
american_scientific_journal-11304	166	4	class	class	NOUN
american_scientific_journal-11304	166	5	models	model	NOUN
american_scientific_journal-11304	166	6	3.2.1	3.2.1	NUM
american_scientific_journal-11304	166	7	.	.	PUNCT
american_scientific_journal-11304	167	1	arma	arma	PROPN
american_scientific_journal-11304	167	2	model	model	PROPN
american_scientific_journal-11304	167	3	estimation	estimation	NOUN
american_scientific_journal-11304	167	4	to	to	PART
american_scientific_journal-11304	167	5	estimate	estimate	VERB
american_scientific_journal-11304	167	6	the	the	DET
american_scientific_journal-11304	167	7	arch	arch	ADJ
american_scientific_journal-11304	167	8	class	class	NOUN
american_scientific_journal-11304	167	9	models	model	NOUN
american_scientific_journal-11304	167	10	,	,	PUNCT
american_scientific_journal-11304	167	11	it	it	PRON
american_scientific_journal-11304	167	12	was	be	AUX
american_scientific_journal-11304	167	13	first	first	ADV
american_scientific_journal-11304	167	14	necessary	necessary	ADJ
american_scientific_journal-11304	167	15	to	to	PART
american_scientific_journal-11304	167	16	use	use	VERB
american_scientific_journal-11304	167	17	the	the	DET
american_scientific_journal-11304	167	18	specifications	specification	NOUN
american_scientific_journal-11304	167	19	of	of	ADP
american_scientific_journal-11304	167	20	the	the	DET
american_scientific_journal-11304	167	21	arma	arma	PROPN
american_scientific_journal-11304	167	22	model	model	NOUN
american_scientific_journal-11304	167	23	,	,	PUNCT
american_scientific_journal-11304	167	24	that	that	ADV
american_scientific_journal-11304	167	25	is	is	ADV
american_scientific_journal-11304	167	26	,	,	PUNCT
american_scientific_journal-11304	167	27	an	an	DET
american_scientific_journal-11304	167	28	auto	auto	NOUN
american_scientific_journal-11304	167	29	-	-	PUNCT
american_scientific_journal-11304	167	30	regressive	regressive	ADJ
american_scientific_journal-11304	167	31	process	process	NOUN
american_scientific_journal-11304	167	32	of	of	ADP
american_scientific_journal-11304	167	33	moving	move	VERB
american_scientific_journal-11304	167	34	averages	average	NOUN
american_scientific_journal-11304	167	35	in	in	ADP
american_scientific_journal-11304	167	36	order	order	NOUN
american_scientific_journal-11304	167	37	to	to	PART
american_scientific_journal-11304	167	38	remove	remove	VERB
american_scientific_journal-11304	167	39	the	the	DET
american_scientific_journal-11304	167	40	temporal	temporal	ADJ
american_scientific_journal-11304	167	41	dependencies	dependency	NOUN
american_scientific_journal-11304	167	42	present	present	ADJ
american_scientific_journal-11304	167	43	in	in	ADP
american_scientific_journal-11304	167	44	the	the	DET
american_scientific_journal-11304	167	45	series	series	NOUN
american_scientific_journal-11304	167	46	.	.	PUNCT
american_scientific_journal-11304	168	1	the	the	DET
american_scientific_journal-11304	168	2	identification	identification	NOUN
american_scientific_journal-11304	168	3	and	and	CCONJ
american_scientific_journal-11304	168	4	definition	definition	NOUN
american_scientific_journal-11304	168	5	of	of	ADP
american_scientific_journal-11304	168	6	the	the	DET
american_scientific_journal-11304	168	7	most	most	ADV
american_scientific_journal-11304	168	8	parsimonious	parsimonious	ADJ
american_scientific_journal-11304	168	9	arma	arma	NOUN
american_scientific_journal-11304	168	10	model	model	NOUN
american_scientific_journal-11304	168	11	among	among	ADP
american_scientific_journal-11304	168	12	those	those	PRON
american_scientific_journal-11304	168	13	estimated	estimate	VERB
american_scientific_journal-11304	168	14	was	be	AUX
american_scientific_journal-11304	168	15	carried	carry	VERB
american_scientific_journal-11304	168	16	out	out	ADP
american_scientific_journal-11304	168	17	american	american	ADJ
american_scientific_journal-11304	168	18	academic	academic	ADJ
american_scientific_journal-11304	168	19	scientific	scientific	ADJ
american_scientific_journal-11304	168	20	research	research	NOUN
american_scientific_journal-11304	168	21	journal	journal	NOUN
american_scientific_journal-11304	168	22	for	for	ADP
american_scientific_journal-11304	168	23	engineering	engineering	NOUN
american_scientific_journal-11304	168	24	,	,	PUNCT
american_scientific_journal-11304	168	25	technology	technology	NOUN
american_scientific_journal-11304	168	26	,	,	PUNCT
american_scientific_journal-11304	168	27	and	and	CCONJ
american_scientific_journal-11304	168	28	sciences	science	NOUN
american_scientific_journal-11304	168	29	(	(	PUNCT
american_scientific_journal-11304	168	30	asrjets	asrjet	NOUN
american_scientific_journal-11304	168	31	)	)	PUNCT
american_scientific_journal-11304	168	32	volume	volume	NOUN
american_scientific_journal-11304	168	33	101	101	NUM
american_scientific_journal-11304	168	34	,	,	PUNCT
american_scientific_journal-11304	168	35	no	no	DET
american_scientific_journal-11304	168	36	1	1	NUM
american_scientific_journal-11304	168	37	,	,	PUNCT
american_scientific_journal-11304	168	38	pp	pp	ADV
american_scientific_journal-11304	168	39	43	43	NUM
american_scientific_journal-11304	168	40	-	-	SYM
american_scientific_journal-11304	168	41	70	70	NUM
american_scientific_journal-11304	168	42	51	51	NUM
american_scientific_journal-11304	168	43	based	base	VERB
american_scientific_journal-11304	168	44	on	on	ADP
american_scientific_journal-11304	168	45	the	the	DET
american_scientific_journal-11304	168	46	analysis	analysis	NOUN
american_scientific_journal-11304	168	47	of	of	ADP
american_scientific_journal-11304	168	48	the	the	DET
american_scientific_journal-11304	168	49	auto	auto	NOUN
american_scientific_journal-11304	168	50	-	-	PUNCT
american_scientific_journal-11304	168	51	correlation	correlation	NOUN
american_scientific_journal-11304	168	52	functions	function	NOUN
american_scientific_journal-11304	168	53	(	(	PUNCT
american_scientific_journal-11304	168	54	fac	fac	PROPN
american_scientific_journal-11304	168	55	)	)	PUNCT
american_scientific_journal-11304	168	56	and	and	CCONJ
american_scientific_journal-11304	168	57	partial	partial	ADJ
american_scientific_journal-11304	168	58	auto	auto	NOUN
american_scientific_journal-11304	168	59	-	-	PUNCT
american_scientific_journal-11304	168	60	correlation	correlation	NOUN
american_scientific_journal-11304	168	61	(	(	PUNCT
american_scientific_journal-11304	168	62	facp	facp	NOUN
american_scientific_journal-11304	168	63	)	)	PUNCT
american_scientific_journal-11304	168	64	and	and	CCONJ
american_scientific_journal-11304	168	65	the	the	DET
american_scientific_journal-11304	168	66	use	use	NOUN
american_scientific_journal-11304	168	67	of	of	ADP
american_scientific_journal-11304	168	68	model	model	NOUN
american_scientific_journal-11304	168	69	selection	selection	NOUN
american_scientific_journal-11304	168	70	criteria	criterion	NOUN
american_scientific_journal-11304	168	71	commonly	commonly	ADV
american_scientific_journal-11304	168	72	criteria	criterion	NOUN
american_scientific_journal-11304	168	73	akaike	akaike	ADP
american_scientific_journal-11304	168	74	information	information	NOUN
american_scientific_journal-11304	168	75	criterion	criterion	NOUN
american_scientific_journal-11304	168	76	(	(	PUNCT
american_scientific_journal-11304	168	77	aic	aic	PROPN
american_scientific_journal-11304	168	78	)	)	PUNCT
american_scientific_journal-11304	168	79	and	and	CCONJ
american_scientific_journal-11304	168	80	bayesian	bayesian	NOUN
american_scientific_journal-11304	168	81	information	information	NOUN
american_scientific_journal-11304	168	82	criterion	criterion	NOUN
american_scientific_journal-11304	168	83	(	(	PUNCT
american_scientific_journal-11304	168	84	bic	bic	PROPN
american_scientific_journal-11304	168	85	)	)	PUNCT
american_scientific_journal-11304	168	86	.	.	PUNCT
american_scientific_journal-11304	169	1	after	after	ADP
american_scientific_journal-11304	169	2	defining	define	VERB
american_scientific_journal-11304	169	3	the	the	DET
american_scientific_journal-11304	169	4	arma	arma	PROPN
american_scientific_journal-11304	169	5	model	model	NOUN
american_scientific_journal-11304	169	6	,	,	PUNCT
american_scientific_journal-11304	169	7	the	the	DET
american_scientific_journal-11304	169	8	parameters	parameter	NOUN
american_scientific_journal-11304	169	9	were	be	AUX
american_scientific_journal-11304	169	10	estimated	estimate	VERB
american_scientific_journal-11304	169	11	using	use	VERB
american_scientific_journal-11304	169	12	the	the	DET
american_scientific_journal-11304	169	13	maximum	maximum	ADJ
american_scientific_journal-11304	169	14	likelihood	likelihood	NOUN
american_scientific_journal-11304	169	15	method	method	NOUN
american_scientific_journal-11304	169	16	.	.	PUNCT
american_scientific_journal-11304	170	1	then	then	ADV
american_scientific_journal-11304	170	2	,	,	PUNCT
american_scientific_journal-11304	170	3	diagnostic	diagnostic	ADJ
american_scientific_journal-11304	170	4	methods	method	NOUN
american_scientific_journal-11304	170	5	were	be	AUX
american_scientific_journal-11304	170	6	applied	apply	VERB
american_scientific_journal-11304	170	7	to	to	PART
american_scientific_journal-11304	170	8	check	check	VERB
american_scientific_journal-11304	170	9	whether	whether	SCONJ
american_scientific_journal-11304	170	10	the	the	DET
american_scientific_journal-11304	170	11	residues	residue	NOUN
american_scientific_journal-11304	170	12	met	meet	VERB
american_scientific_journal-11304	170	13	the	the	DET
american_scientific_journal-11304	170	14	requirements	requirement	NOUN
american_scientific_journal-11304	170	15	of	of	ADP
american_scientific_journal-11304	170	16	a	a	DET
american_scientific_journal-11304	170	17	white	white	ADJ
american_scientific_journal-11304	170	18	noise	noise	NOUN
american_scientific_journal-11304	170	19	process	process	NOUN
american_scientific_journal-11304	170	20	(	(	PUNCT
american_scientific_journal-11304	170	21	zero	zero	NUM
american_scientific_journal-11304	170	22	mean	mean	VERB
american_scientific_journal-11304	170	23	,	,	PUNCT
american_scientific_journal-11304	170	24	constant	constant	ADJ
american_scientific_journal-11304	170	25	variance	variance	NOUN
american_scientific_journal-11304	170	26	and	and	CCONJ
american_scientific_journal-11304	170	27	uncorrelated	uncorrelated	ADJ
american_scientific_journal-11304	170	28	process	process	NOUN
american_scientific_journal-11304	170	29	)	)	PUNCT
american_scientific_journal-11304	170	30	.	.	PUNCT
american_scientific_journal-11304	171	1	therefore	therefore	ADV
american_scientific_journal-11304	171	2	,	,	PUNCT
american_scientific_journal-11304	171	3	the	the	DET
american_scientific_journal-11304	171	4	ljung	ljung	PROPN
american_scientific_journal-11304	171	5	-	-	PUNCT
american_scientific_journal-11304	171	6	box	box	NOUN
american_scientific_journal-11304	171	7	and	and	CCONJ
american_scientific_journal-11304	171	8	box	box	PROPN
american_scientific_journal-11304	171	9	and	and	CCONJ
american_scientific_journal-11304	171	10	pierce	pierce	PROPN
american_scientific_journal-11304	171	11	tests	test	NOUN
american_scientific_journal-11304	171	12	were	be	AUX
american_scientific_journal-11304	171	13	applied	apply	VERB
american_scientific_journal-11304	171	14	,	,	PUNCT
american_scientific_journal-11304	171	15	the	the	DET
american_scientific_journal-11304	171	16	hypotheses	hypothesis	NOUN
american_scientific_journal-11304	171	17	of	of	ADP
american_scientific_journal-11304	171	18	which	which	PRON
american_scientific_journal-11304	171	19	are	be	AUX
american_scientific_journal-11304	171	20	as	as	SCONJ
american_scientific_journal-11304	171	21	follows	follow	VERB
american_scientific_journal-11304	171	22	:	:	PUNCT
american_scientific_journal-11304	171	23	0	0	NUM
american_scientific_journal-11304	171	24	:	:	PUNCT
american_scientific_journal-11304	171	25	h	h	PROPN
american_scientific_journal-11304	171	26	waste	waste	NOUN
american_scientific_journal-11304	171	27	follows	follow	VERB
american_scientific_journal-11304	171	28	a	a	DET
american_scientific_journal-11304	171	29	white	white	ADJ
american_scientific_journal-11304	171	30	noise	noise	NOUN
american_scientific_journal-11304	171	31	process	process	NOUN
american_scientific_journal-11304	171	32	1	1	NUM
american_scientific_journal-11304	171	33	:	:	PUNCT
american_scientific_journal-11304	171	34	h	h	NOUN
american_scientific_journal-11304	171	35	waste	waste	NOUN
american_scientific_journal-11304	171	36	does	do	AUX
american_scientific_journal-11304	171	37	not	not	PART
american_scientific_journal-11304	171	38	follow	follow	VERB
american_scientific_journal-11304	171	39	a	a	DET
american_scientific_journal-11304	171	40	white	white	ADJ
american_scientific_journal-11304	171	41	noise	noise	NOUN
american_scientific_journal-11304	171	42	process	process	NOUN
american_scientific_journal-11304	171	43	the	the	DET
american_scientific_journal-11304	171	44	test	test	NOUN
american_scientific_journal-11304	171	45	statistic	statistic	NOUN
american_scientific_journal-11304	171	46	for	for	ADP
american_scientific_journal-11304	171	47	ljung	ljung	PROPN
american_scientific_journal-11304	171	48	-	-	PUNCT
american_scientific_journal-11304	171	49	box	box	NOUN
american_scientific_journal-11304	171	50	is	be	AUX
american_scientific_journal-11304	171	51	2	2	NUM
american_scientific_journal-11304	171	52	2	2	NUM
american_scientific_journal-11304	171	53	(	(	PUNCT
american_scientific_journal-11304	171	54	)	)	PUNCT
american_scientific_journal-11304	171	55	1	1	NUM
american_scientific_journal-11304	171	56	ˆ	ˆ	NOUN
american_scientific_journal-11304	171	57	(	(	PUNCT
american_scientific_journal-11304	171	58	2	2	NUM
american_scientific_journal-11304	171	59	)	)	PUNCT
american_scientific_journal-11304	171	60	~	~	PUNCT
american_scientific_journal-11304	171	61	m	m	VERB
american_scientific_journal-11304	171	62	k	k	NOUN
american_scientific_journal-11304	171	63	m	m	VERB
american_scientific_journal-11304	171	64	i	i	VERB
american_scientific_journal-11304	171	65	lb	lb	ADP
american_scientific_journal-11304	171	66	n	n	CCONJ
american_scientific_journal-11304	171	67	n	n	CCONJ
american_scientific_journal-11304	171	68	n	n	ADV
american_scientific_journal-11304	171	69	k	k	PROPN
american_scientific_journal-11304	171	70			NOUN
american_scientific_journal-11304	171	71			VERB
american_scientific_journal-11304	171	72			PROPN
american_scientific_journal-11304	171	73			NOUN
american_scientific_journal-11304	171	74			PROPN
american_scientific_journal-11304	171	75			PROPN
american_scientific_journal-11304	171	76			PROPN
american_scientific_journal-11304	171	77			PROPN
american_scientific_journal-11304	171	78			PROPN
american_scientific_journal-11304	172	1			PROPN
american_scientific_journal-11304	172	2			NOUN
american_scientific_journal-11304	172	3			X
american_scientific_journal-11304	172	4	and	and	CCONJ
american_scientific_journal-11304	172	5	,	,	PUNCT
american_scientific_journal-11304	172	6	the	the	DET
american_scientific_journal-11304	172	7	null	null	ADJ
american_scientific_journal-11304	172	8	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	172	9	is	be	AUX
american_scientific_journal-11304	172	10	rejected	reject	VERB
american_scientific_journal-11304	172	11	if	if	SCONJ
american_scientific_journal-11304	172	12	the	the	DET
american_scientific_journal-11304	172	13	statistics	statistic	NOUN
american_scientific_journal-11304	172	14	2	2	NUM
american_scientific_journal-11304	172	15	(	(	PUNCT
american_scientific_journal-11304	172	16	)	)	PUNCT
american_scientific_journal-11304	172	17	mlb	mlb	PROPN
american_scientific_journal-11304	172	18			VERB
american_scientific_journal-11304	172	19	the	the	DET
american_scientific_journal-11304	172	20	test	test	NOUN
american_scientific_journal-11304	172	21	statistic	statistic	NOUN
american_scientific_journal-11304	172	22	for	for	ADP
american_scientific_journal-11304	172	23	box	box	PROPN
american_scientific_journal-11304	172	24	and	and	CCONJ
american_scientific_journal-11304	172	25	pierce	pierce	PROPN
american_scientific_journal-11304	172	26	is	be	AUX
american_scientific_journal-11304	172	27	2	2	NUM
american_scientific_journal-11304	172	28	1	1	NUM
american_scientific_journal-11304	172	29	ˆ	ˆ	NOUN
american_scientific_journal-11304	173	1	n	n	PRON
american_scientific_journal-11304	173	2	k	k	NOUN
american_scientific_journal-11304	174	1	i	i	PRON
american_scientific_journal-11304	174	2	q	q	PROPN
american_scientific_journal-11304	174	3	n	n	X
american_scientific_journal-11304	174	4			ADP
american_scientific_journal-11304	174	5			PROPN
american_scientific_journal-11304	174	6			NOUN
american_scientific_journal-11304	174	7			X
american_scientific_journal-11304	174	8	and	and	CCONJ
american_scientific_journal-11304	174	9	,	,	PUNCT
american_scientific_journal-11304	174	10	null	null	ADJ
american_scientific_journal-11304	174	11	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	174	12	is	be	AUX
american_scientific_journal-11304	174	13	rejected	reject	VERB
american_scientific_journal-11304	174	14	if	if	SCONJ
american_scientific_journal-11304	174	15	2	2	NUM
american_scientific_journal-11304	174	16	(	(	PUNCT
american_scientific_journal-11304	174	17	)	)	PUNCT
american_scientific_journal-11304	174	18	mq	mq	PROPN
american_scientific_journal-11304	174	19			VERB
american_scientific_journal-11304	174	20	although	although	SCONJ
american_scientific_journal-11304	174	21	,	,	PUNCT
american_scientific_journal-11304	174	22	in	in	ADP
american_scientific_journal-11304	174	23	large	large	ADJ
american_scientific_journal-11304	174	24	samples	sample	NOUN
american_scientific_journal-11304	174	25	,	,	PUNCT
american_scientific_journal-11304	174	26	both	both	CCONJ
american_scientific_journal-11304	174	27	the	the	DET
american_scientific_journal-11304	174	28	q	q	X
american_scientific_journal-11304	174	29	statistic	statistic	NOUN
american_scientific_journal-11304	174	30	and	and	CCONJ
american_scientific_journal-11304	174	31	the	the	DET
american_scientific_journal-11304	174	32	lb	lb	NOUN
american_scientific_journal-11304	174	33	statistic	statistic	NOUN
american_scientific_journal-11304	174	34	follow	follow	VERB
american_scientific_journal-11304	174	35	the	the	DET
american_scientific_journal-11304	174	36	chi	chi	ADJ
american_scientific_journal-11304	174	37	-	-	PUNCT
american_scientific_journal-11304	174	38	square	square	ADJ
american_scientific_journal-11304	174	39	distribution	distribution	NOUN
american_scientific_journal-11304	174	40	with	with	ADP
american_scientific_journal-11304	174	41	“	"	PUNCT
american_scientific_journal-11304	174	42	m	m	NOUN
american_scientific_journal-11304	174	43	”	"	PUNCT
american_scientific_journal-11304	174	44	degrees	degree	NOUN
american_scientific_journal-11304	174	45	of	of	ADP
american_scientific_journal-11304	174	46	freedom	freedom	NOUN
american_scientific_journal-11304	174	47	,	,	PUNCT
american_scientific_journal-11304	174	48	the	the	DET
american_scientific_journal-11304	174	49	lb	lb	NOUN
american_scientific_journal-11304	174	50	statistic	statistic	NOUN
american_scientific_journal-11304	174	51	has	have	VERB
american_scientific_journal-11304	174	52	better	well	ADJ
american_scientific_journal-11304	174	53	properties	property	NOUN
american_scientific_journal-11304	174	54	(	(	PUNCT
american_scientific_journal-11304	174	55	more	more	ADV
american_scientific_journal-11304	174	56	powerful	powerful	ADJ
american_scientific_journal-11304	174	57	in	in	ADP
american_scientific_journal-11304	174	58	the	the	DET
american_scientific_journal-11304	174	59	statistical	statistical	ADJ
american_scientific_journal-11304	174	60	sense	sense	NOUN
american_scientific_journal-11304	174	61	)	)	PUNCT
american_scientific_journal-11304	174	62	for	for	ADP
american_scientific_journal-11304	174	63	small	small	ADJ
american_scientific_journal-11304	174	64	samples	sample	NOUN
american_scientific_journal-11304	174	65	than	than	ADP
american_scientific_journal-11304	174	66	the	the	DET
american_scientific_journal-11304	174	67	q	q	X
american_scientific_journal-11304	174	68	statistic	statistic	NOUN
american_scientific_journal-11304	175	1	[	[	X
american_scientific_journal-11304	175	2	11	11	NUM
american_scientific_journal-11304	175	3	]	]	PUNCT
american_scientific_journal-11304	175	4	.	.	PUNCT
american_scientific_journal-11304	176	1	3.2.2	3.2.2	NUM
american_scientific_journal-11304	176	2	.	.	PUNCT
american_scientific_journal-11304	176	3	lm	lm	PROPN
american_scientific_journal-11304	176	4	test	test	NOUN
american_scientific_journal-11304	176	5	(	(	PUNCT
american_scientific_journal-11304	176	6	lagrange	lagrange	NOUN
american_scientific_journal-11304	176	7	multiplier	multiplier	NOUN
american_scientific_journal-11304	176	8	)	)	PUNCT
american_scientific_journal-11304	176	9	of	of	ADP
american_scientific_journal-11304	176	10	arch	arch	ADJ
american_scientific_journal-11304	176	11	effect	effect	NOUN
american_scientific_journal-11304	176	12	to	to	PART
american_scientific_journal-11304	176	13	test	test	VERB
american_scientific_journal-11304	176	14	the	the	DET
american_scientific_journal-11304	176	15	presence	presence	NOUN
american_scientific_journal-11304	176	16	of	of	ADP
american_scientific_journal-11304	176	17	the	the	DET
american_scientific_journal-11304	176	18	arch	arch	ADJ
american_scientific_journal-11304	176	19	effect	effect	NOUN
american_scientific_journal-11304	176	20	,	,	PUNCT
american_scientific_journal-11304	176	21	the	the	DET
american_scientific_journal-11304	176	22	lagrange	lagrange	NOUN
american_scientific_journal-11304	176	23	multiplier	multiplier	ADV
american_scientific_journal-11304	176	24	(	(	PUNCT
american_scientific_journal-11304	176	25	lm	lm	INTJ
american_scientific_journal-11304	176	26	)	)	PUNCT
american_scientific_journal-11304	176	27	test	test	NOUN
american_scientific_journal-11304	176	28	proposed	propose	VERB
american_scientific_journal-11304	176	29	by	by	ADP
american_scientific_journal-11304	176	30	[	[	X
american_scientific_journal-11304	176	31	7	7	NUM
american_scientific_journal-11304	176	32	]	]	PUNCT
american_scientific_journal-11304	176	33	was	be	AUX
american_scientific_journal-11304	176	34	used	use	VERB
american_scientific_journal-11304	176	35	.	.	PUNCT
american_scientific_journal-11304	177	1	[	[	X
american_scientific_journal-11304	177	2	7	7	X
american_scientific_journal-11304	177	3	]	]	PUNCT
american_scientific_journal-11304	177	4	showed	show	VERB
american_scientific_journal-11304	177	5	that	that	SCONJ
american_scientific_journal-11304	177	6	the	the	DET
american_scientific_journal-11304	177	7	lm	lm	PROPN
american_scientific_journal-11304	177	8	statistic	statistic	NOUN
american_scientific_journal-11304	177	9	can	can	AUX
american_scientific_journal-11304	177	10	be	be	AUX
american_scientific_journal-11304	177	11	calculated	calculate	VERB
american_scientific_journal-11304	177	12	from	from	ADP
american_scientific_journal-11304	177	13	2	2	NUM
american_scientific_journal-11304	177	14	2~	2~	NUM
american_scientific_journal-11304	177	15	qtr	qtr	NOUN
american_scientific_journal-11304	177	16			NOUN
american_scientific_journal-11304	177	17	,	,	PUNCT
american_scientific_journal-11304	177	18	where	where	SCONJ
american_scientific_journal-11304	177	19	t	t	PROPN
american_scientific_journal-11304	177	20	represents	represent	VERB
american_scientific_journal-11304	177	21	the	the	DET
american_scientific_journal-11304	177	22	number	number	NOUN
american_scientific_journal-11304	177	23	of	of	ADP
american_scientific_journal-11304	177	24	observations	observation	NOUN
american_scientific_journal-11304	177	25	and	and	CCONJ
american_scientific_journal-11304	177	26	is	be	AUX
american_scientific_journal-11304	177	27	the	the	DET
american_scientific_journal-11304	177	28	multiple	multiple	ADJ
american_scientific_journal-11304	177	29	regression	regression	NOUN
american_scientific_journal-11304	177	30	correlation	correlation	NOUN
american_scientific_journal-11304	177	31	coefficient	coefficient	NOUN
american_scientific_journal-11304	177	32	of	of	ADP
american_scientific_journal-11304	177	33	the	the	DET
american_scientific_journal-11304	177	34	following	following	ADJ
american_scientific_journal-11304	177	35	model	model	NOUN
american_scientific_journal-11304	177	36	:	:	PUNCT
american_scientific_journal-11304	177	37	2	2	NUM
american_scientific_journal-11304	177	38	2	2	NUM
american_scientific_journal-11304	177	39	2	2	NUM
american_scientific_journal-11304	177	40	1	1	NUM
american_scientific_journal-11304	177	41	1	1	NUM
american_scientific_journal-11304	177	42	...	...	PUNCT
american_scientific_journal-11304	177	43	t	t	PROPN
american_scientific_journal-11304	177	44	t	t	PROPN
american_scientific_journal-11304	177	45	q	q	PROPN
american_scientific_journal-11304	177	46	t	t	PROPN
american_scientific_journal-11304	177	47	q	q	CCONJ
american_scientific_journal-11304	178	1			X
american_scientific_journal-11304	178	2			X
american_scientific_journal-11304	178	3			PROPN
american_scientific_journal-11304	178	4			NUM
american_scientific_journal-11304	178	5			PROPN
american_scientific_journal-11304	178	6			PROPN
american_scientific_journal-11304	178	7			NUM
american_scientific_journal-11304	178	8			PROPN
american_scientific_journal-11304	178	9			X
american_scientific_journal-11304	178	10	(	(	PUNCT
american_scientific_journal-11304	178	11	33	33	NUM
american_scientific_journal-11304	178	12	)	)	PUNCT
american_scientific_journal-11304	178	13	the	the	DET
american_scientific_journal-11304	178	14	hypotheses	hypothesis	NOUN
american_scientific_journal-11304	178	15	for	for	ADP
american_scientific_journal-11304	178	16	the	the	DET
american_scientific_journal-11304	178	17	lm	lm	PROPN
american_scientific_journal-11304	178	18	test	test	NOUN
american_scientific_journal-11304	178	19	are	be	AUX
american_scientific_journal-11304	178	20	as	as	SCONJ
american_scientific_journal-11304	178	21	follows	follow	VERB
american_scientific_journal-11304	178	22	:	:	PUNCT
american_scientific_journal-11304	178	23	0	0	NUM
american_scientific_journal-11304	178	24	1	1	NUM
american_scientific_journal-11304	178	25	2	2	NUM
american_scientific_journal-11304	178	26	1	1	NUM
american_scientific_journal-11304	178	27	  	  	SPACE
american_scientific_journal-11304	178	28	1,	1,	NUM
american_scientific_journal-11304	178	29	...	...	PUNCT
american_scientific_journal-11304	178	30	,q	,q	PUNCT
american_scientific_journal-11304	178	31	:	:	PUNCT
american_scientific_journal-11304	178	32	...	...	PUNCT
american_scientific_journal-11304	178	33	0	0	X
american_scientific_journal-11304	179	1	:	:	SYM
american_scientific_journal-11304	179	2	0	0	NUM
american_scientific_journal-11304	179	3	 	 	SPACE
american_scientific_journal-11304	179	4	,	,	PUNCT
american_scientific_journal-11304	179	5	c	c	PROPN
american_scientific_journal-11304	179	6	q	q	PROPN
american_scientific_journal-11304	180	1	j	j	PROPN
american_scientific_journal-11304	180	2	j	j	PROPN
american_scientific_journal-11304	180	3	h	h	PROPN
american_scientific_journal-11304	180	4	omh	omh	PROPN
american_scientific_journal-11304	180	5			X
american_scientific_journal-11304	180	6			X
american_scientific_journal-11304	180	7			X
american_scientific_journal-11304	180	8			X
american_scientific_journal-11304	180	9			NOUN
american_scientific_journal-11304	180	10			NUM
american_scientific_journal-11304	180	11			NUM
american_scientific_journal-11304	180	12			NUM
american_scientific_journal-11304	180	13			NOUN
american_scientific_journal-11304	180	14			NUM
american_scientific_journal-11304	180	15			ADP
american_scientific_journal-11304	180	16			NUM
american_scientific_journal-11304	180	17			NOUN
american_scientific_journal-11304	180	18	(	(	PUNCT
american_scientific_journal-11304	180	19	34	34	NUM
american_scientific_journal-11304	180	20	)	)	PUNCT
american_scientific_journal-11304	180	21	so	so	SCONJ
american_scientific_journal-11304	180	22	that	that	SCONJ
american_scientific_journal-11304	180	23	0h	0h	PROPN
american_scientific_journal-11304	180	24	is	be	AUX
american_scientific_journal-11304	180	25	rejected	reject	VERB
american_scientific_journal-11304	180	26	if	if	SCONJ
american_scientific_journal-11304	180	27	2	2	NUM
american_scientific_journal-11304	180	28	2	2	NUM
american_scientific_journal-11304	180	29	,	,	PUNCT
american_scientific_journal-11304	180	30	qtr	qtr	ADP
american_scientific_journal-11304	180	31			NOUN
american_scientific_journal-11304	180	32	this	this	DET
american_scientific_journal-11304	180	33	way	way	NOUN
american_scientific_journal-11304	180	34	of	of	ADP
american_scientific_journal-11304	180	35	proceeding	proceeding	NOUN
american_scientific_journal-11304	180	36	also	also	ADV
american_scientific_journal-11304	180	37	serves	serve	VERB
american_scientific_journal-11304	180	38	to	to	PART
american_scientific_journal-11304	180	39	test	test	VERB
american_scientific_journal-11304	180	40	that	that	SCONJ
american_scientific_journal-11304	180	41	the	the	DET
american_scientific_journal-11304	180	42	residuals	residual	NOUN
american_scientific_journal-11304	180	43	(	(	PUNCT
american_scientific_journal-11304	180	44	errors	error	NOUN
american_scientific_journal-11304	180	45	)	)	PUNCT
american_scientific_journal-11304	180	46	follow	follow	VERB
american_scientific_journal-11304	180	47	a	a	DET
american_scientific_journal-11304	180	48	garch	garch	NOUN
american_scientific_journal-11304	180	49	(	(	PUNCT
american_scientific_journal-11304	180	50	p	p	X
american_scientific_journal-11304	180	51	,	,	PUNCT
american_scientific_journal-11304	180	52	q	q	NOUN
american_scientific_journal-11304	180	53	)	)	PUNCT
american_scientific_journal-11304	180	54	process	process	NOUN
american_scientific_journal-11304	181	1	[	[	X
american_scientific_journal-11304	181	2	9	9	NUM
american_scientific_journal-11304	181	3	]	]	PUNCT
american_scientific_journal-11304	181	4	.	.	PUNCT
american_scientific_journal-11304	182	1	american	american	ADJ
american_scientific_journal-11304	182	2	academic	academic	ADJ
american_scientific_journal-11304	182	3	scientific	scientific	ADJ
american_scientific_journal-11304	182	4	research	research	NOUN
american_scientific_journal-11304	182	5	journal	journal	NOUN
american_scientific_journal-11304	182	6	for	for	ADP
american_scientific_journal-11304	182	7	engineering	engineering	NOUN
american_scientific_journal-11304	182	8	,	,	PUNCT
american_scientific_journal-11304	182	9	technology	technology	NOUN
american_scientific_journal-11304	182	10	,	,	PUNCT
american_scientific_journal-11304	182	11	and	and	CCONJ
american_scientific_journal-11304	182	12	sciences	science	NOUN
american_scientific_journal-11304	182	13	(	(	PUNCT
american_scientific_journal-11304	182	14	asrjets	asrjet	NOUN
american_scientific_journal-11304	182	15	)	)	PUNCT
american_scientific_journal-11304	182	16	volume	volume	NOUN
american_scientific_journal-11304	182	17	101	101	NUM
american_scientific_journal-11304	182	18	,	,	PUNCT
american_scientific_journal-11304	182	19	no	no	DET
american_scientific_journal-11304	182	20	1	1	NUM
american_scientific_journal-11304	182	21	,	,	PUNCT
american_scientific_journal-11304	182	22	pp	pp	ADV
american_scientific_journal-11304	182	23	43	43	NUM
american_scientific_journal-11304	182	24	-	-	SYM
american_scientific_journal-11304	182	25	70	70	NUM
american_scientific_journal-11304	182	26	52	52	NUM
american_scientific_journal-11304	182	27	reference	reference	NOUN
american_scientific_journal-11304	182	28	[	[	X
american_scientific_journal-11304	182	29	9	9	NUM
american_scientific_journal-11304	182	30	]	]	PUNCT
american_scientific_journal-11304	182	31	derived	derive	VERB
american_scientific_journal-11304	182	32	the	the	DET
american_scientific_journal-11304	182	33	modified	modify	VERB
american_scientific_journal-11304	182	34	lm	lm	INTJ
american_scientific_journal-11304	182	35	statistic	statistic	NOUN
american_scientific_journal-11304	182	36	for	for	ADP
american_scientific_journal-11304	182	37	:	:	PUNCT
american_scientific_journal-11304	182	38	0	0	NUM
american_scientific_journal-11304	182	39	:	:	PUNCT
american_scientific_journal-11304	182	40	0i	0i	PROPN
american_scientific_journal-11304	182	41	jh	jh	PROPN
american_scientific_journal-11304	182	42			PROPN
american_scientific_journal-11304	182	43			VERB
american_scientific_journal-11304	182	44			PRON
american_scientific_journal-11304	183	1	(	(	PUNCT
american_scientific_journal-11304	183	2	i	i	PRON
american_scientific_journal-11304	183	3			NOUN
american_scientific_journal-11304	183	4	1,2	1,2	NUM
american_scientific_journal-11304	183	5	,	,	PUNCT
american_scientific_journal-11304	183	6	…	…	PUNCT
american_scientific_journal-11304	183	7	,	,	PUNCT
american_scientific_journal-11304	183	8	q	q	NOUN
american_scientific_journal-11304	183	9	;	;	PUNCT
american_scientific_journal-11304	183	10	j	j	PROPN
american_scientific_journal-11304	183	11			PROPN
american_scientific_journal-11304	183	12	1,2	1,2	NUM
american_scientific_journal-11304	183	13	,	,	PUNCT
american_scientific_journal-11304	183	14	...	...	PUNCT
american_scientific_journal-11304	183	15	,	,	PUNCT
american_scientific_journal-11304	183	16	p	p	NOUN
american_scientific_journal-11304	183	17	)	)	PUNCT
american_scientific_journal-11304	183	18	(	(	PUNCT
american_scientific_journal-11304	183	19	35	35	NUM
american_scientific_journal-11304	183	20	)	)	PUNCT
american_scientific_journal-11304	183	21	1	1	NUM
american_scientific_journal-11304	183	22	:	:	PUNCT
american_scientific_journal-11304	183	23	h	h	NOUN
american_scientific_journal-11304	183	24	there	there	PRON
american_scientific_journal-11304	183	25	is	be	VERB
american_scientific_journal-11304	183	26	at	at	ADV
american_scientific_journal-11304	183	27	least	least	ADJ
american_scientific_journal-11304	183	28	one	one	NUM
american_scientific_journal-11304	183	29	0i	0i	NUM
american_scientific_journal-11304	183	30			NOUN
american_scientific_journal-11304	183	31	e	e	X
american_scientific_journal-11304	183	32	0j	0j	PROPN
american_scientific_journal-11304	183	33			PROPN
american_scientific_journal-11304	184	1	reference	reference	NOUN
american_scientific_journal-11304	185	1	[	[	X
american_scientific_journal-11304	185	2	9	9	NUM
american_scientific_journal-11304	185	3	]	]	PUNCT
american_scientific_journal-11304	185	4	showed	show	VERB
american_scientific_journal-11304	185	5	that	that	SCONJ
american_scientific_journal-11304	185	6	this	this	PRON
american_scientific_journal-11304	185	7	is	be	AUX
american_scientific_journal-11304	185	8	a	a	DET
american_scientific_journal-11304	185	9	test	test	NOUN
american_scientific_journal-11304	185	10	equivalent	equivalent	ADJ
american_scientific_journal-11304	185	11	to	to	ADP
american_scientific_journal-11304	185	12	testing	test	VERB
american_scientific_journal-11304	185	13	the	the	DET
american_scientific_journal-11304	185	14	non	non	NOUN
american_scientific_journal-11304	185	15	-	-	NOUN
american_scientific_journal-11304	185	16	existence	existence	NOUN
american_scientific_journal-11304	185	17	of	of	ADP
american_scientific_journal-11304	185	18	an	an	DET
american_scientific_journal-11304	185	19	arch(q	arch(q	NOUN
american_scientific_journal-11304	185	20	)	)	PUNCT
american_scientific_journal-11304	185	21	.	.	PUNCT
american_scientific_journal-11304	186	1	thus	thus	ADV
american_scientific_journal-11304	186	2	,	,	PUNCT
american_scientific_journal-11304	186	3	in	in	ADP
american_scientific_journal-11304	186	4	the	the	DET
american_scientific_journal-11304	186	5	null	null	ADJ
american_scientific_journal-11304	186	6	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	186	7	of	of	ADP
american_scientific_journal-11304	186	8	homoscedasticity	homoscedasticity	NOUN
american_scientific_journal-11304	186	9	,	,	PUNCT
american_scientific_journal-11304	186	10	the	the	DET
american_scientific_journal-11304	186	11	garch	garch	NOUN
american_scientific_journal-11304	186	12	effect	effect	NOUN
american_scientific_journal-11304	186	13	and	and	CCONJ
american_scientific_journal-11304	186	14	the	the	DET
american_scientific_journal-11304	186	15	arch	arch	ADJ
american_scientific_journal-11304	186	16	effect	effect	NOUN
american_scientific_journal-11304	186	17	are	be	AUX
american_scientific_journal-11304	186	18	equivalent	equivalent	ADJ
american_scientific_journal-11304	186	19	alternatives	alternative	NOUN
american_scientific_journal-11304	186	20	.	.	PUNCT
american_scientific_journal-11304	187	1	the	the	DET
american_scientific_journal-11304	187	2	average	average	NOUN
american_scientific_journal-11304	187	3	the	the	DET
american_scientific_journal-11304	187	4	average	average	NOUN
american_scientific_journal-11304	187	5	was	be	AUX
american_scientific_journal-11304	187	6	carried	carry	VERB
american_scientific_journal-11304	187	7	out	out	ADP
american_scientific_journal-11304	187	8	using	use	VERB
american_scientific_journal-11304	187	9	the	the	DET
american_scientific_journal-11304	187	10	maximum	maximum	ADJ
american_scientific_journal-11304	187	11	likelihood	likelihood	NOUN
american_scientific_journal-11304	187	12	method	method	NOUN
american_scientific_journal-11304	187	13	,	,	PUNCT
american_scientific_journal-11304	187	14	making	make	VERB
american_scientific_journal-11304	187	15	it	it	PRON
american_scientific_journal-11304	187	16	necessary	necessary	ADJ
american_scientific_journal-11304	187	17	to	to	PART
american_scientific_journal-11304	187	18	use	use	VERB
american_scientific_journal-11304	187	19	numerical	numerical	ADJ
american_scientific_journal-11304	187	20	optimization	optimization	NOUN
american_scientific_journal-11304	187	21	methods	method	NOUN
american_scientific_journal-11304	187	22	given	give	VERB
american_scientific_journal-11304	187	23	that	that	SCONJ
american_scientific_journal-11304	187	24	the	the	DET
american_scientific_journal-11304	187	25	functions	function	NOUN
american_scientific_journal-11304	187	26	to	to	PART
american_scientific_journal-11304	187	27	be	be	AUX
american_scientific_journal-11304	187	28	optimized	optimize	VERB
american_scientific_journal-11304	187	29	are	be	AUX
american_scientific_journal-11304	187	30	non	non	ADJ
american_scientific_journal-11304	187	31	-	-	ADJ
american_scientific_journal-11304	187	32	linear	linear	ADJ
american_scientific_journal-11304	187	33	in	in	ADP
american_scientific_journal-11304	187	34	the	the	DET
american_scientific_journal-11304	187	35	parameters	parameter	NOUN
american_scientific_journal-11304	187	36	.	.	PUNCT
american_scientific_journal-11304	188	1	verification	verification	NOUN
american_scientific_journal-11304	188	2	or	or	CCONJ
american_scientific_journal-11304	188	3	diagnosis	diagnosis	NOUN
american_scientific_journal-11304	188	4	i	i	PRON
american_scientific_journal-11304	188	5	)	)	PUNCT
american_scientific_journal-11304	188	6	testing	test	VERB
american_scientific_journal-11304	188	7	the	the	DET
american_scientific_journal-11304	188	8	properties	property	NOUN
american_scientific_journal-11304	188	9	of	of	ADP
american_scientific_journal-11304	188	10	standardized	standardized	ADJ
american_scientific_journal-11304	188	11	errors	error	NOUN
american_scientific_journal-11304	188	12	;	;	PUNCT
american_scientific_journal-11304	188	13	ii	ii	X
american_scientific_journal-11304	188	14	)	)	PUNCT
american_scientific_journal-11304	188	15	testing	testing	NOUN
american_scientific_journal-11304	188	16	for	for	ADP
american_scientific_journal-11304	188	17	a	a	DET
american_scientific_journal-11304	188	18	lack	lack	NOUN
american_scientific_journal-11304	188	19	of	of	ADP
american_scientific_journal-11304	188	20	a	a	DET
american_scientific_journal-11304	188	21	higher	high	ADJ
american_scientific_journal-11304	188	22	order	order	NOUN
american_scientific_journal-11304	188	23	garch	garch	NOUN
american_scientific_journal-11304	188	24	;	;	PUNCT
american_scientific_journal-11304	188	25	iii	iii	X
american_scientific_journal-11304	188	26	)	)	PUNCT
american_scientific_journal-11304	188	27	misspecification	misspecification	NOUN
american_scientific_journal-11304	188	28	test	test	NOUN
american_scientific_journal-11304	188	29	of	of	ADP
american_scientific_journal-11304	188	30	linear	linear	PROPN
american_scientific_journal-11304	188	31	garch	garch	NOUN
american_scientific_journal-11304	188	32	models	model	NOUN
american_scientific_journal-11304	188	33	;	;	PUNCT
american_scientific_journal-11304	188	34	and	and	CCONJ
american_scientific_journal-11304	188	35	iv	iv	X
american_scientific_journal-11304	188	36	)	)	PUNCT
american_scientific_journal-11304	188	37	parameter	parameter	NOUN
american_scientific_journal-11304	188	38	stability	stability	NOUN
american_scientific_journal-11304	188	39	test	test	NOUN
american_scientific_journal-11304	188	40	.	.	PUNCT
american_scientific_journal-11304	189	1	model	model	NOUN
american_scientific_journal-11304	189	2	selection	selection	NOUN
american_scientific_journal-11304	189	3	criteria	criterion	NOUN
american_scientific_journal-11304	189	4	choosing	choose	VERB
american_scientific_journal-11304	189	5	the	the	DET
american_scientific_journal-11304	189	6	best	good	ADJ
american_scientific_journal-11304	189	7	model	model	NOUN
american_scientific_journal-11304	189	8	consists	consist	VERB
american_scientific_journal-11304	189	9	of	of	ADP
american_scientific_journal-11304	189	10	using	use	VERB
american_scientific_journal-11304	189	11	an	an	DET
american_scientific_journal-11304	189	12	information	information	NOUN
american_scientific_journal-11304	189	13	criterion	criterion	NOUN
american_scientific_journal-11304	189	14	through	through	ADP
american_scientific_journal-11304	189	15	a	a	DET
american_scientific_journal-11304	189	16	set	set	NOUN
american_scientific_journal-11304	189	17	of	of	ADP
american_scientific_journal-11304	189	18	rules	rule	NOUN
american_scientific_journal-11304	189	19	.	.	PUNCT
american_scientific_journal-11304	190	1	therefore	therefore	ADV
american_scientific_journal-11304	190	2	,	,	PUNCT
american_scientific_journal-11304	190	3	the	the	DET
american_scientific_journal-11304	190	4	akaike	akaike	ADJ
american_scientific_journal-11304	190	5	information	information	NOUN
american_scientific_journal-11304	190	6	criterion	criterion	NOUN
american_scientific_journal-11304	190	7	(	(	PUNCT
american_scientific_journal-11304	190	8	aic	aic	PROPN
american_scientific_journal-11304	190	9	)	)	PUNCT
american_scientific_journal-11304	190	10	and	and	CCONJ
american_scientific_journal-11304	190	11	the	the	DET
american_scientific_journal-11304	190	12	bayesian	bayesian	ADJ
american_scientific_journal-11304	190	13	information	information	NOUN
american_scientific_journal-11304	190	14	criterion	criterion	NOUN
american_scientific_journal-11304	190	15	(	(	PUNCT
american_scientific_journal-11304	190	16	bic	bic	PROPN
american_scientific_journal-11304	190	17	)	)	PUNCT
american_scientific_journal-11304	190	18	were	be	AUX
american_scientific_journal-11304	190	19	used	use	VERB
american_scientific_journal-11304	190	20	to	to	PART
american_scientific_journal-11304	190	21	select	select	VERB
american_scientific_journal-11304	190	22	the	the	DET
american_scientific_journal-11304	190	23	models	model	NOUN
american_scientific_journal-11304	190	24	.	.	PUNCT
american_scientific_journal-11304	191	1	the	the	DET
american_scientific_journal-11304	191	2	equations	equation	NOUN
american_scientific_journal-11304	191	3	for	for	ADP
american_scientific_journal-11304	191	4	these	these	DET
american_scientific_journal-11304	191	5	criteria	criterion	NOUN
american_scientific_journal-11304	191	6	are	be	AUX
american_scientific_journal-11304	191	7	:	:	PUNCT
american_scientific_journal-11304	191	8	2	2	NUM
american_scientific_journal-11304	191	9	2	2	NUM
american_scientific_journal-11304	191	10	(	(	PUNCT
american_scientific_journal-11304	191	11	)	)	PUNCT
american_scientific_journal-11304	191	12	ˆln	ˆln	PROPN
american_scientific_journal-11304	191	13	(	(	PUNCT
american_scientific_journal-11304	191	14	)	)	PUNCT
american_scientific_journal-11304	192	1	p	p	X
american_scientific_journal-11304	192	2	q	q	X
american_scientific_journal-11304	192	3	aic	aic	PROPN
american_scientific_journal-11304	192	4	t	t	PROPN
american_scientific_journal-11304	192	5			PROPN
american_scientific_journal-11304	192	6			ADV
american_scientific_journal-11304	192	7			NUM
american_scientific_journal-11304	192	8			X
american_scientific_journal-11304	192	9	(	(	PUNCT
american_scientific_journal-11304	192	10	36	36	NUM
american_scientific_journal-11304	192	11	)	)	SYM
american_scientific_journal-11304	192	12	2	2	NUM
american_scientific_journal-11304	192	13	lnt	lnt	NOUN
american_scientific_journal-11304	192	14	(	(	PUNCT
american_scientific_journal-11304	192	15	)	)	PUNCT
american_scientific_journal-11304	192	16	ˆln	ˆln	PROPN
american_scientific_journal-11304	192	17	(	(	PUNCT
american_scientific_journal-11304	192	18	)	)	PUNCT
american_scientific_journal-11304	192	19	p	p	X
american_scientific_journal-11304	192	20	q	q	X
american_scientific_journal-11304	192	21	bic	bic	PROPN
american_scientific_journal-11304	192	22	t	t	PROPN
american_scientific_journal-11304	192	23			PROPN
american_scientific_journal-11304	192	24			ADV
american_scientific_journal-11304	192	25			NUM
american_scientific_journal-11304	192	26			X
american_scientific_journal-11304	192	27	(	(	PUNCT
american_scientific_journal-11304	192	28	37	37	NUM
american_scientific_journal-11304	192	29	)	)	PUNCT
american_scientific_journal-11304	192	30	whereby	whereby	SCONJ
american_scientific_journal-11304	192	31	2̂	2̂	PROPN
american_scientific_journal-11304	192	32	is	be	AUX
american_scientific_journal-11304	192	33	the	the	DET
american_scientific_journal-11304	192	34	variance	variance	NOUN
american_scientific_journal-11304	192	35	estimated	estimate	VERB
american_scientific_journal-11304	192	36	via	via	ADP
american_scientific_journal-11304	192	37	maximum	maximum	ADJ
american_scientific_journal-11304	192	38	likelihood	likelihood	NOUN
american_scientific_journal-11304	192	39	and	and	CCONJ
american_scientific_journal-11304	192	40	t	t	NOUN
american_scientific_journal-11304	192	41	is	be	AUX
american_scientific_journal-11304	192	42	the	the	DET
american_scientific_journal-11304	192	43	number	number	NOUN
american_scientific_journal-11304	192	44	of	of	ADP
american_scientific_journal-11304	192	45	observations	observation	NOUN
american_scientific_journal-11304	192	46	.	.	PUNCT
american_scientific_journal-11304	193	1	the	the	DET
american_scientific_journal-11304	193	2	ideal	ideal	ADJ
american_scientific_journal-11304	193	3	situation	situation	NOUN
american_scientific_journal-11304	193	4	is	be	AUX
american_scientific_journal-11304	193	5	that	that	SCONJ
american_scientific_journal-11304	193	6	the	the	DET
american_scientific_journal-11304	193	7	lower	low	ADJ
american_scientific_journal-11304	193	8	the	the	DET
american_scientific_journal-11304	193	9	aic	aic	PROPN
american_scientific_journal-11304	193	10	and	and	CCONJ
american_scientific_journal-11304	193	11	bic	bic	PROPN
american_scientific_journal-11304	193	12	value	value	NOUN
american_scientific_journal-11304	193	13	,	,	PUNCT
american_scientific_journal-11304	193	14	the	the	PRON
american_scientific_journal-11304	193	15	better	well	ADJ
american_scientific_journal-11304	193	16	the	the	DET
american_scientific_journal-11304	193	17	model	model	NOUN
american_scientific_journal-11304	193	18	fit	fit	PROPN
american_scientific_journal-11304	193	19	.	.	PUNCT
american_scientific_journal-11304	194	1	however	however	ADV
american_scientific_journal-11304	194	2	,	,	PUNCT
american_scientific_journal-11304	194	3	it	it	PRON
american_scientific_journal-11304	194	4	is	be	AUX
american_scientific_journal-11304	194	5	necessary	necessary	ADJ
american_scientific_journal-11304	194	6	to	to	PART
american_scientific_journal-11304	194	7	compare	compare	VERB
american_scientific_journal-11304	194	8	the	the	DET
american_scientific_journal-11304	194	9	aic	aic	PROPN
american_scientific_journal-11304	194	10	and	and	CCONJ
american_scientific_journal-11304	194	11	bic	bic	PROPN
american_scientific_journal-11304	194	12	of	of	ADP
american_scientific_journal-11304	194	13	alternative	alternative	ADJ
american_scientific_journal-11304	194	14	models	model	NOUN
american_scientific_journal-11304	194	15	,	,	PUNCT
american_scientific_journal-11304	194	16	to	to	PART
american_scientific_journal-11304	194	17	know	know	VERB
american_scientific_journal-11304	194	18	which	which	DET
american_scientific_journal-11304	194	19	model	model	NOUN
american_scientific_journal-11304	194	20	best	well	ADV
american_scientific_journal-11304	194	21	explains	explain	VERB
american_scientific_journal-11304	194	22	the	the	DET
american_scientific_journal-11304	194	23	dynamics	dynamic	NOUN
american_scientific_journal-11304	194	24	of	of	ADP
american_scientific_journal-11304	194	25	the	the	DET
american_scientific_journal-11304	194	26	time	time	NOUN
american_scientific_journal-11304	194	27	series	series	PROPN
american_scientific_journal-11304	194	28	under	under	ADP
american_scientific_journal-11304	194	29	study	study	NOUN
american_scientific_journal-11304	194	30	.	.	PUNCT
american_scientific_journal-11304	195	1	therefore	therefore	ADV
american_scientific_journal-11304	195	2	,	,	PUNCT
american_scientific_journal-11304	195	3	the	the	DET
american_scientific_journal-11304	195	4	best	good	ADJ
american_scientific_journal-11304	195	5	model	model	NOUN
american_scientific_journal-11304	195	6	will	will	AUX
american_scientific_journal-11304	195	7	be	be	AUX
american_scientific_journal-11304	195	8	the	the	DET
american_scientific_journal-11304	195	9	one	one	NOUN
american_scientific_journal-11304	195	10	that	that	PRON
american_scientific_journal-11304	195	11	presents	present	VERB
american_scientific_journal-11304	195	12	the	the	DET
american_scientific_journal-11304	195	13	lowest	low	ADJ
american_scientific_journal-11304	195	14	values	value	NOUN
american_scientific_journal-11304	195	15	of	of	ADP
american_scientific_journal-11304	195	16	these	these	DET
american_scientific_journal-11304	195	17	criteria	criterion	NOUN
american_scientific_journal-11304	195	18	[	[	PUNCT
american_scientific_journal-11304	195	19	other	other	ADJ
american_scientific_journal-11304	195	20	aspects	aspect	NOUN
american_scientific_journal-11304	195	21	must	must	AUX
american_scientific_journal-11304	195	22	be	be	AUX
american_scientific_journal-11304	195	23	taken	take	VERB
american_scientific_journal-11304	195	24	into	into	ADP
american_scientific_journal-11304	195	25	consideration	consideration	NOUN
american_scientific_journal-11304	195	26	,	,	PUNCT
american_scientific_journal-11304	195	27	placing	place	VERB
american_scientific_journal-11304	195	28	emphasis	emphasis	NOUN
american_scientific_journal-11304	195	29	on	on	ADP
american_scientific_journal-11304	195	30	parsimony	parsimony	NOUN
american_scientific_journal-11304	195	31	when	when	SCONJ
american_scientific_journal-11304	195	32	choosing	choose	VERB
american_scientific_journal-11304	195	33	the	the	DET
american_scientific_journal-11304	195	34	best	good	ADJ
american_scientific_journal-11304	195	35	model	model	NOUN
american_scientific_journal-11304	195	36	]	]	PUNCT
american_scientific_journal-11304	195	37	.	.	PUNCT
american_scientific_journal-11304	196	1	the	the	DET
american_scientific_journal-11304	196	2	american	american	PROPN
american_scientific_journal-11304	196	3	academic	academic	PROPN
american_scientific_journal-11304	196	4	scientific	scientific	ADJ
american_scientific_journal-11304	196	5	research	research	NOUN
american_scientific_journal-11304	196	6	journal	journal	NOUN
american_scientific_journal-11304	196	7	for	for	ADP
american_scientific_journal-11304	196	8	engineering	engineering	NOUN
american_scientific_journal-11304	196	9	,	,	PUNCT
american_scientific_journal-11304	196	10	technology	technology	NOUN
american_scientific_journal-11304	196	11	,	,	PUNCT
american_scientific_journal-11304	196	12	and	and	CCONJ
american_scientific_journal-11304	196	13	sciences	science	NOUN
american_scientific_journal-11304	196	14	(	(	PUNCT
american_scientific_journal-11304	196	15	asrjets	asrjet	NOUN
american_scientific_journal-11304	196	16	)	)	PUNCT
american_scientific_journal-11304	196	17	volume	volume	NOUN
american_scientific_journal-11304	196	18	101	101	NUM
american_scientific_journal-11304	196	19	,	,	PUNCT
american_scientific_journal-11304	196	20	no	no	DET
american_scientific_journal-11304	196	21	1	1	NUM
american_scientific_journal-11304	196	22	,	,	PUNCT
american_scientific_journal-11304	196	23	pp	pp	ADV
american_scientific_journal-11304	196	24	43	43	NUM
american_scientific_journal-11304	196	25	-	-	SYM
american_scientific_journal-11304	196	26	70	70	NUM
american_scientific_journal-11304	196	27	53	53	NUM
american_scientific_journal-11304	196	28	selection	selection	NOUN
american_scientific_journal-11304	196	29	of	of	ADP
american_scientific_journal-11304	196	30	the	the	DET
american_scientific_journal-11304	196	31	best	good	ADJ
american_scientific_journal-11304	196	32	models	model	NOUN
american_scientific_journal-11304	196	33	in	in	ADP
american_scientific_journal-11304	196	34	the	the	DET
american_scientific_journal-11304	196	35	arch	arch	ADJ
american_scientific_journal-11304	196	36	class	class	NOUN
american_scientific_journal-11304	196	37	was	be	AUX
american_scientific_journal-11304	196	38	complemented	complement	VERB
american_scientific_journal-11304	196	39	with	with	ADP
american_scientific_journal-11304	196	40	the	the	DET
american_scientific_journal-11304	196	41	performance	performance	NOUN
american_scientific_journal-11304	196	42	statistics	statistic	NOUN
american_scientific_journal-11304	196	43	presented	present	VERB
american_scientific_journal-11304	196	44	below	below	ADP
american_scientific_journal-11304	196	45	,	,	PUNCT
american_scientific_journal-11304	196	46	which	which	PRON
american_scientific_journal-11304	196	47	consisted	consist	VERB
american_scientific_journal-11304	196	48	of	of	ADP
american_scientific_journal-11304	196	49	comparing	compare	VERB
american_scientific_journal-11304	196	50	the	the	DET
american_scientific_journal-11304	196	51	predicted	predict	VERB
american_scientific_journal-11304	196	52	volatility	volatility	NOUN
american_scientific_journal-11304	196	53	with	with	ADP
american_scientific_journal-11304	196	54	the	the	DET
american_scientific_journal-11304	196	55	observed	observed	ADJ
american_scientific_journal-11304	196	56	one	one	NUM
american_scientific_journal-11304	196	57	,	,	PUNCT
american_scientific_journal-11304	196	58	where	where	SCONJ
american_scientific_journal-11304	196	59	the	the	DET
american_scientific_journal-11304	196	60	model	model	NOUN
american_scientific_journal-11304	196	61	that	that	PRON
american_scientific_journal-11304	196	62	presented	present	VERB
american_scientific_journal-11304	196	63	the	the	DET
american_scientific_journal-11304	196	64	lowest	low	ADJ
american_scientific_journal-11304	196	65	values	value	NOUN
american_scientific_journal-11304	196	66	of	of	ADP
american_scientific_journal-11304	196	67	these	these	DET
american_scientific_journal-11304	196	68	statistics	statistic	NOUN
american_scientific_journal-11304	196	69	was	be	AUX
american_scientific_journal-11304	196	70	subsequently	subsequently	ADV
american_scientific_journal-11304	196	71	chosen	choose	VERB
american_scientific_journal-11304	196	72	.	.	PUNCT
american_scientific_journal-11304	197	1	absolute	absolute	ADJ
american_scientific_journal-11304	197	2	mean	mean	NOUN
american_scientific_journal-11304	197	3	error	error	NOUN
american_scientific_journal-11304	197	4	:	:	PUNCT
american_scientific_journal-11304	197	5	2	2	NUM
american_scientific_journal-11304	197	6	2	2	NUM
american_scientific_journal-11304	197	7	1	1	NUM
american_scientific_journal-11304	197	8	1	1	NUM
american_scientific_journal-11304	197	9	ˆ	ˆ	NOUN
american_scientific_journal-11304	197	10	n	n	NOUN
american_scientific_journal-11304	198	1	i	i	PRON
american_scientific_journal-11304	198	2	i	i	PRON
american_scientific_journal-11304	199	1	i	i	PRON
american_scientific_journal-11304	199	2	eam	eam	VERB
american_scientific_journal-11304	199	3	n	n	CCONJ
american_scientific_journal-11304	199	4			X
american_scientific_journal-11304	199	5			PROPN
american_scientific_journal-11304	200	1			NUM
american_scientific_journal-11304	200	2			NUM
american_scientific_journal-11304	200	3			X
american_scientific_journal-11304	200	4	(	(	PUNCT
american_scientific_journal-11304	200	5	38	38	NUM
american_scientific_journal-11304	200	6	)	)	PUNCT
american_scientific_journal-11304	200	7	absolute	absolute	ADJ
american_scientific_journal-11304	200	8	mean	mean	NOUN
american_scientific_journal-11304	200	9	error	error	NOUN
american_scientific_journal-11304	200	10	percentage	percentage	NOUN
american_scientific_journal-11304	200	11	:	:	PUNCT
american_scientific_journal-11304	200	12	2	2	NUM
american_scientific_journal-11304	200	13	2	2	NUM
american_scientific_journal-11304	200	14	2	2	NUM
american_scientific_journal-11304	200	15	1	1	NUM
american_scientific_journal-11304	200	16	ˆ1	ˆ1	NOUN
american_scientific_journal-11304	201	1	n	n	PRON
american_scientific_journal-11304	201	2	i	i	PRON
american_scientific_journal-11304	202	1	i	i	PRON
american_scientific_journal-11304	202	2	i	i	PRON
american_scientific_journal-11304	203	1	i	i	PRON
american_scientific_journal-11304	203	2	eamp	eamp	VERB
american_scientific_journal-11304	203	3	n	n	CCONJ
american_scientific_journal-11304	203	4			PROPN
american_scientific_journal-11304	203	5			PROPN
american_scientific_journal-11304	203	6			NOUN
american_scientific_journal-11304	203	7			PROPN
american_scientific_journal-11304	203	8			NOUN
american_scientific_journal-11304	203	9			X
american_scientific_journal-11304	203	10	(	(	PUNCT
american_scientific_journal-11304	203	11	39	39	NUM
american_scientific_journal-11304	203	12	)	)	PUNCT
american_scientific_journal-11304	204	1	mean	mean	VERB
american_scientific_journal-11304	204	2	squared	square	VERB
american_scientific_journal-11304	204	3	error	error	NOUN
american_scientific_journal-11304	204	4	:	:	PUNCT
american_scientific_journal-11304	204	5			NOUN
american_scientific_journal-11304	204	6			SYM
american_scientific_journal-11304	204	7	2	2	NUM
american_scientific_journal-11304	204	8	2	2	NUM
american_scientific_journal-11304	204	9	2	2	NUM
american_scientific_journal-11304	204	10	1	1	NUM
american_scientific_journal-11304	204	11	1	1	NUM
american_scientific_journal-11304	204	12	ˆ	ˆ	NOUN
american_scientific_journal-11304	205	1	n	n	NOUN
american_scientific_journal-11304	206	1	i	i	PRON
american_scientific_journal-11304	207	1	i	i	PRON
american_scientific_journal-11304	208	1	i	i	PRON
american_scientific_journal-11304	208	2	eqm	eqm	VERB
american_scientific_journal-11304	208	3	n	n	PRON
american_scientific_journal-11304	208	4			X
american_scientific_journal-11304	208	5			X
american_scientific_journal-11304	208	6			NUM
american_scientific_journal-11304	208	7			PROPN
american_scientific_journal-11304	209	1			NOUN
american_scientific_journal-11304	209	2	root	root	NOUN
american_scientific_journal-11304	209	3	mean	mean	VERB
american_scientific_journal-11304	209	4	square	square	ADJ
american_scientific_journal-11304	209	5	error	error	NOUN
american_scientific_journal-11304	209	6	:	:	PUNCT
american_scientific_journal-11304	209	7			NOUN
american_scientific_journal-11304	209	8			SYM
american_scientific_journal-11304	209	9	2	2	NUM
american_scientific_journal-11304	209	10	2	2	NUM
american_scientific_journal-11304	209	11	2	2	NUM
american_scientific_journal-11304	209	12	1	1	NUM
american_scientific_journal-11304	209	13	1	1	NUM
american_scientific_journal-11304	209	14	ˆ	ˆ	NOUN
american_scientific_journal-11304	209	15	n	n	INTJ
american_scientific_journal-11304	210	1	i	i	PRON
american_scientific_journal-11304	210	2	i	i	PRON
american_scientific_journal-11304	211	1	i	i	PRON
american_scientific_journal-11304	211	2	reqm	reqm	VERB
american_scientific_journal-11304	211	3	n	n	CCONJ
american_scientific_journal-11304	211	4			X
american_scientific_journal-11304	211	5			X
american_scientific_journal-11304	212	1			NUM
american_scientific_journal-11304	212	2			NUM
american_scientific_journal-11304	212	3			X
american_scientific_journal-11304	212	4	(	(	PUNCT
american_scientific_journal-11304	212	5	40	40	NUM
american_scientific_journal-11304	212	6	)	)	PUNCT
american_scientific_journal-11304	213	1	[	[	X
american_scientific_journal-11304	213	2	20	20	NUM
american_scientific_journal-11304	213	3	]	]	PUNCT
american_scientific_journal-11304	213	4	maintain	maintain	VERB
american_scientific_journal-11304	213	5	that	that	SCONJ
american_scientific_journal-11304	213	6	the	the	DET
american_scientific_journal-11304	213	7	squares	square	NOUN
american_scientific_journal-11304	213	8	of	of	ADP
american_scientific_journal-11304	213	9	return	return	NOUN
american_scientific_journal-11304	213	10	rates	rate	NOUN
american_scientific_journal-11304	213	11	are	be	AUX
american_scientific_journal-11304	213	12	a	a	DET
american_scientific_journal-11304	213	13	proxy	proxy	NOUN
american_scientific_journal-11304	213	14	for	for	ADP
american_scientific_journal-11304	213	15	realized	realize	VERB
american_scientific_journal-11304	213	16	volatility	volatility	NOUN
american_scientific_journal-11304	213	17	.	.	PUNCT
american_scientific_journal-11304	214	1	therefore	therefore	ADV
american_scientific_journal-11304	214	2	,	,	PUNCT
american_scientific_journal-11304	214	3	to	to	PART
american_scientific_journal-11304	214	4	determine	determine	VERB
american_scientific_journal-11304	214	5	the	the	DET
american_scientific_journal-11304	214	6	observed	observed	ADJ
american_scientific_journal-11304	214	7	volatility	volatility	NOUN
american_scientific_journal-11304	214	8	values	value	NOUN
american_scientific_journal-11304	214	9	,	,	PUNCT
american_scientific_journal-11304	214	10	the	the	DET
american_scientific_journal-11304	214	11	squares	square	NOUN
american_scientific_journal-11304	214	12	of	of	ADP
american_scientific_journal-11304	214	13	the	the	DET
american_scientific_journal-11304	214	14	rates	rate	NOUN
american_scientific_journal-11304	214	15	of	of	ADP
american_scientific_journal-11304	214	16	returns	return	NOUN
american_scientific_journal-11304	214	17	from	from	ADP
american_scientific_journal-11304	214	18	out	out	ADV
american_scientific_journal-11304	214	19	-	-	PUNCT
american_scientific_journal-11304	214	20	of	of	ADP
american_scientific_journal-11304	214	21	-	-	PUNCT
american_scientific_journal-11304	214	22	sample	sample	NOUN
american_scientific_journal-11304	214	23	data	datum	NOUN
american_scientific_journal-11304	214	24	were	be	AUX
american_scientific_journal-11304	214	25	considered	consider	VERB
american_scientific_journal-11304	214	26	.	.	PUNCT
american_scientific_journal-11304	215	1	4	4	X
american_scientific_journal-11304	215	2	.	.	X
american_scientific_journal-11304	215	3	analysis	analysis	NOUN
american_scientific_journal-11304	215	4	and	and	CCONJ
american_scientific_journal-11304	215	5	discussion	discussion	NOUN
american_scientific_journal-11304	215	6	of	of	ADP
american_scientific_journal-11304	215	7	results	result	NOUN
american_scientific_journal-11304	215	8	4.1	4.1	NUM
american_scientific_journal-11304	215	9	.	.	PUNCT
american_scientific_journal-11304	216	1	analysis	analysis	NOUN
american_scientific_journal-11304	216	2	of	of	ADP
american_scientific_journal-11304	216	3	results	result	NOUN
american_scientific_journal-11304	216	4	4.1.1	4.1.1	NUM
american_scientific_journal-11304	216	5	sample	sample	NOUN
american_scientific_journal-11304	216	6	description	description	NOUN
american_scientific_journal-11304	216	7	observing	observe	VERB
american_scientific_journal-11304	216	8	the	the	DET
american_scientific_journal-11304	216	9	behaviour	behaviour	NOUN
american_scientific_journal-11304	216	10	of	of	ADP
american_scientific_journal-11304	216	11	the	the	DET
american_scientific_journal-11304	216	12	metical	metical	ADJ
american_scientific_journal-11304	216	13	/	/	SYM
american_scientific_journal-11304	216	14	dollar	dollar	NOUN
american_scientific_journal-11304	216	15	exchange	exchange	NOUN
american_scientific_journal-11304	216	16	rate	rate	NOUN
american_scientific_journal-11304	216	17	series	series	NOUN
american_scientific_journal-11304	216	18	(	(	PUNCT
american_scientific_journal-11304	216	19	figure	figure	NOUN
american_scientific_journal-11304	216	20	1a	1a	NOUN
american_scientific_journal-11304	216	21	)	)	PUNCT
american_scientific_journal-11304	216	22	,	,	PUNCT
american_scientific_journal-11304	216	23	it	it	PRON
american_scientific_journal-11304	216	24	is	be	AUX
american_scientific_journal-11304	216	25	clear	clear	ADJ
american_scientific_journal-11304	216	26	that	that	SCONJ
american_scientific_journal-11304	216	27	there	there	PRON
american_scientific_journal-11304	216	28	are	be	VERB
american_scientific_journal-11304	216	29	five	five	NUM
american_scientific_journal-11304	216	30	(	(	PUNCT
american_scientific_journal-11304	216	31	5	5	NUM
american_scientific_journal-11304	216	32	)	)	PUNCT
american_scientific_journal-11304	216	33	sub	sub	NOUN
american_scientific_journal-11304	216	34	-	-	NOUN
american_scientific_journal-11304	216	35	periods	period	NOUN
american_scientific_journal-11304	216	36	.	.	PUNCT
american_scientific_journal-11304	217	1	in	in	ADP
american_scientific_journal-11304	217	2	the	the	DET
american_scientific_journal-11304	217	3	first	first	ADJ
american_scientific_journal-11304	217	4	sub	sub	NOUN
american_scientific_journal-11304	217	5	-	-	NOUN
american_scientific_journal-11304	217	6	period	period	NOUN
american_scientific_journal-11304	217	7	the	the	DET
american_scientific_journal-11304	217	8	series	series	NOUN
american_scientific_journal-11304	217	9	stabilized	stabilize	VERB
american_scientific_journal-11304	217	10	around	around	ADP
american_scientific_journal-11304	217	11	the	the	DET
american_scientific_journal-11304	217	12	average	average	NOUN
american_scientific_journal-11304	217	13	(	(	PUNCT
american_scientific_journal-11304	217	14	january	january	PROPN
american_scientific_journal-11304	217	15	2010	2010	NUM
american_scientific_journal-11304	217	16	to	to	ADP
american_scientific_journal-11304	217	17	may	may	PROPN
american_scientific_journal-11304	217	18	2015	2015	NUM
american_scientific_journal-11304	217	19	)	)	PUNCT
american_scientific_journal-11304	217	20	although	although	SCONJ
american_scientific_journal-11304	217	21	with	with	ADP
american_scientific_journal-11304	217	22	a	a	DET
american_scientific_journal-11304	217	23	slight	slight	ADJ
american_scientific_journal-11304	217	24	increase	increase	NOUN
american_scientific_journal-11304	217	25	in	in	ADP
american_scientific_journal-11304	217	26	august	august	PROPN
american_scientific_journal-11304	217	27	2010	2010	NUM
american_scientific_journal-11304	217	28	,	,	PUNCT
american_scientific_journal-11304	217	29	in	in	ADP
american_scientific_journal-11304	217	30	the	the	DET
american_scientific_journal-11304	217	31	second	second	ADJ
american_scientific_journal-11304	217	32	sub	sub	NOUN
american_scientific_journal-11304	217	33	-	-	NOUN
american_scientific_journal-11304	217	34	period	period	NOUN
american_scientific_journal-11304	217	35	the	the	DET
american_scientific_journal-11304	217	36	series	series	NOUN
american_scientific_journal-11304	217	37	showed	show	VERB
american_scientific_journal-11304	217	38	an	an	DET
american_scientific_journal-11304	217	39	increasing	increase	VERB
american_scientific_journal-11304	217	40	trend	trend	NOUN
american_scientific_journal-11304	217	41	(	(	PUNCT
american_scientific_journal-11304	217	42	july	july	PROPN
american_scientific_journal-11304	217	43	2015	2015	NUM
american_scientific_journal-11304	217	44	to	to	ADP
american_scientific_journal-11304	217	45	november	november	PROPN
american_scientific_journal-11304	217	46	2016	2016	NUM
american_scientific_journal-11304	217	47	)	)	PUNCT
american_scientific_journal-11304	217	48	,	,	PUNCT
american_scientific_journal-11304	217	49	this	this	PRON
american_scientific_journal-11304	217	50	the	the	DET
american_scientific_journal-11304	217	51	trend	trend	NOUN
american_scientific_journal-11304	217	52	was	be	AUX
american_scientific_journal-11304	217	53	explained	explain	VERB
american_scientific_journal-11304	217	54	by	by	ADP
american_scientific_journal-11304	217	55	the	the	DET
american_scientific_journal-11304	217	56	strengthening	strengthening	NOUN
american_scientific_journal-11304	217	57	of	of	ADP
american_scientific_journal-11304	217	58	the	the	DET
american_scientific_journal-11304	217	59	us	us	PROPN
american_scientific_journal-11304	217	60	dollar	dollar	NOUN
american_scientific_journal-11304	217	61	in	in	ADP
american_scientific_journal-11304	217	62	the	the	DET
american_scientific_journal-11304	217	63	international	international	ADJ
american_scientific_journal-11304	217	64	market	market	NOUN
american_scientific_journal-11304	217	65	,	,	PUNCT
american_scientific_journal-11304	217	66	a	a	DET
american_scientific_journal-11304	217	67	shortage	shortage	NOUN
american_scientific_journal-11304	217	68	of	of	ADP
american_scientific_journal-11304	217	69	foreign	foreign	ADJ
american_scientific_journal-11304	217	70	exchange	exchange	NOUN
american_scientific_journal-11304	217	71	in	in	ADP
american_scientific_journal-11304	217	72	the	the	DET
american_scientific_journal-11304	217	73	domestic	domestic	ADJ
american_scientific_journal-11304	217	74	foreign	foreign	ADJ
american_scientific_journal-11304	217	75	exchange	exchange	NOUN
american_scientific_journal-11304	217	76	market	market	NOUN
american_scientific_journal-11304	217	77	,	,	PUNCT
american_scientific_journal-11304	217	78	an	an	DET
american_scientific_journal-11304	217	79	increase	increase	NOUN
american_scientific_journal-11304	217	80	in	in	ADP
american_scientific_journal-11304	217	81	charges	charge	NOUN
american_scientific_journal-11304	217	82	for	for	ADP
american_scientific_journal-11304	217	83	servicing	service	VERB
american_scientific_journal-11304	217	84	external	external	ADJ
american_scientific_journal-11304	217	85	public	public	ADJ
american_scientific_journal-11304	217	86	debt	debt	NOUN
american_scientific_journal-11304	217	87	,	,	PUNCT
american_scientific_journal-11304	217	88	speculation	speculation	NOUN
american_scientific_journal-11304	217	89	by	by	ADP
american_scientific_journal-11304	217	90	some	some	DET
american_scientific_journal-11304	217	91	economic	economic	ADJ
american_scientific_journal-11304	217	92	agents	agent	NOUN
american_scientific_journal-11304	217	93	holding	hold	VERB
american_scientific_journal-11304	217	94	foreign	foreign	ADJ
american_scientific_journal-11304	217	95	exchange	exchange	NOUN
american_scientific_journal-11304	217	96	,	,	PUNCT
american_scientific_journal-11304	217	97	in	in	ADP
american_scientific_journal-11304	217	98	the	the	DET
american_scientific_journal-11304	217	99	face	face	NOUN
american_scientific_journal-11304	217	100	of	of	ADP
american_scientific_journal-11304	217	101	uncertainties	uncertainty	NOUN
american_scientific_journal-11304	217	102	regarding	regard	VERB
american_scientific_journal-11304	217	103	the	the	DET
american_scientific_journal-11304	217	104	future	future	ADJ
american_scientific_journal-11304	217	105	behaviour	behaviour	NOUN
american_scientific_journal-11304	217	106	of	of	ADP
american_scientific_journal-11304	217	107	the	the	DET
american_scientific_journal-11304	217	108	exchange	exchange	NOUN
american_scientific_journal-11304	217	109	rate	rate	NOUN
american_scientific_journal-11304	217	110	[	[	X
american_scientific_journal-11304	217	111	1	1	NUM
american_scientific_journal-11304	217	112	]	]	PUNCT
american_scientific_journal-11304	217	113	.	.	PUNCT
american_scientific_journal-11304	218	1	the	the	PRON
american_scientific_journal-11304	218	2	third	third	ADJ
american_scientific_journal-11304	218	3	sub	sub	ADJ
american_scientific_journal-11304	218	4	-	-	NOUN
american_scientific_journal-11304	218	5	period	period	NOUN
american_scientific_journal-11304	218	6	refers	refer	VERB
american_scientific_journal-11304	218	7	to	to	ADP
american_scientific_journal-11304	218	8	the	the	DET
american_scientific_journal-11304	218	9	months	month	NOUN
american_scientific_journal-11304	218	10	of	of	ADP
american_scientific_journal-11304	218	11	2017	2017	NUM
american_scientific_journal-11304	218	12	in	in	ADP
american_scientific_journal-11304	218	13	which	which	PRON
american_scientific_journal-11304	218	14	the	the	DET
american_scientific_journal-11304	218	15	metical	metical	NOUN
american_scientific_journal-11304	218	16	appreciated	appreciate	VERB
american_scientific_journal-11304	218	17	against	against	ADP
american_scientific_journal-11304	218	18	the	the	DET
american_scientific_journal-11304	218	19	dollar	dollar	NOUN
american_scientific_journal-11304	218	20	,	,	PUNCT
american_scientific_journal-11304	218	21	having	having	AUX
american_scientific_journal-11304	218	22	stabilized	stabilize	VERB
american_scientific_journal-11304	218	23	again	again	ADV
american_scientific_journal-11304	218	24	around	around	ADP
american_scientific_journal-11304	218	25	the	the	DET
american_scientific_journal-11304	218	26	average	average	NOUN
american_scientific_journal-11304	218	27	between	between	ADP
american_scientific_journal-11304	218	28	january	january	PROPN
american_scientific_journal-11304	218	29	2018	2018	NUM
american_scientific_journal-11304	218	30	and	and	CCONJ
american_scientific_journal-11304	218	31	september	september	PROPN
american_scientific_journal-11304	218	32	2020	2020	NUM
american_scientific_journal-11304	218	33	(	(	PUNCT
american_scientific_journal-11304	218	34	fourth	fourth	ADJ
american_scientific_journal-11304	218	35	sub	sub	NOUN
american_scientific_journal-11304	218	36	-	-	NOUN
american_scientific_journal-11304	218	37	period	period	NOUN
american_scientific_journal-11304	218	38	)	)	PUNCT
american_scientific_journal-11304	218	39	,	,	PUNCT
american_scientific_journal-11304	218	40	from	from	ADP
american_scientific_journal-11304	218	41	august	august	PROPN
american_scientific_journal-11304	218	42	to	to	ADP
american_scientific_journal-11304	218	43	december	december	PROPN
american_scientific_journal-11304	218	44	2020	2020	NUM
american_scientific_journal-11304	218	45	the	the	DET
american_scientific_journal-11304	218	46	graph	graph	NOUN
american_scientific_journal-11304	218	47	shows	show	VERB
american_scientific_journal-11304	218	48	slight	slight	ADJ
american_scientific_journal-11304	218	49	signs	sign	NOUN
american_scientific_journal-11304	218	50	of	of	ADP
american_scientific_journal-11304	218	51	depreciation	depreciation	NOUN
american_scientific_journal-11304	218	52	of	of	ADP
american_scientific_journal-11304	218	53	the	the	DET
american_scientific_journal-11304	218	54	metical	metical	NOUN
american_scientific_journal-11304	218	55	against	against	ADP
american_scientific_journal-11304	218	56	the	the	DET
american_scientific_journal-11304	218	57	dollar	dollar	NOUN
american_scientific_journal-11304	218	58	(	(	PUNCT
american_scientific_journal-11304	218	59	fifth	fifth	ADJ
american_scientific_journal-11304	218	60	sub	sub	NOUN
american_scientific_journal-11304	218	61	-	-	NOUN
american_scientific_journal-11304	218	62	period	period	NOUN
american_scientific_journal-11304	218	63	)	)	PUNCT
american_scientific_journal-11304	218	64	,	,	PUNCT
american_scientific_journal-11304	218	65	this	this	DET
american_scientific_journal-11304	218	66	depreciation	depreciation	NOUN
american_scientific_journal-11304	218	67	may	may	AUX
american_scientific_journal-11304	218	68	be	be	AUX
american_scientific_journal-11304	218	69	the	the	DET
american_scientific_journal-11304	218	70	result	result	NOUN
american_scientific_journal-11304	218	71	of	of	ADP
american_scientific_journal-11304	218	72	several	several	ADJ
american_scientific_journal-11304	218	73	factors	factor	NOUN
american_scientific_journal-11304	218	74	,	,	PUNCT
american_scientific_journal-11304	218	75	among	among	ADP
american_scientific_journal-11304	218	76	which	which	PRON
american_scientific_journal-11304	218	77	the	the	DET
american_scientific_journal-11304	218	78	covid-19	covid-19	PROPN
american_scientific_journal-11304	218	79	pandemic	pandemic	NOUN
american_scientific_journal-11304	218	80	stands	stand	VERB
american_scientific_journal-11304	218	81	out	out	ADP
american_scientific_journal-11304	218	82	,	,	PUNCT
american_scientific_journal-11304	218	83	which	which	PRON
american_scientific_journal-11304	218	84	hampered	hamper	VERB
american_scientific_journal-11304	218	85	the	the	DET
american_scientific_journal-11304	218	86	movement	movement	NOUN
american_scientific_journal-11304	218	87	of	of	ADP
american_scientific_journal-11304	218	88	people	people	NOUN
american_scientific_journal-11304	218	89	,	,	PUNCT
american_scientific_journal-11304	218	90	goods	good	NOUN
american_scientific_journal-11304	218	91	and	and	CCONJ
american_scientific_journal-11304	218	92	services	service	NOUN
american_scientific_journal-11304	218	93	in	in	ADP
american_scientific_journal-11304	218	94	2020	2020	NUM
american_scientific_journal-11304	218	95	.	.	PUNCT
american_scientific_journal-11304	219	1	in	in	ADP
american_scientific_journal-11304	219	2	relation	relation	NOUN
american_scientific_journal-11304	219	3	to	to	ADP
american_scientific_journal-11304	219	4	the	the	DET
american_scientific_journal-11304	219	5	metical	metical	ADJ
american_scientific_journal-11304	219	6	/	/	SYM
american_scientific_journal-11304	219	7	rand	rand	NOUN
american_scientific_journal-11304	219	8	exchange	exchange	NOUN
american_scientific_journal-11304	219	9	rate	rate	NOUN
american_scientific_journal-11304	219	10	series	series	NOUN
american_scientific_journal-11304	219	11	(	(	PUNCT
american_scientific_journal-11304	219	12	figure	figure	NOUN
american_scientific_journal-11304	219	13	1b	1b	NUM
american_scientific_journal-11304	219	14	)	)	PUNCT
american_scientific_journal-11304	219	15	,	,	PUNCT
american_scientific_journal-11304	219	16	there	there	PRON
american_scientific_journal-11304	219	17	are	be	VERB
american_scientific_journal-11304	219	18	also	also	ADV
american_scientific_journal-11304	219	19	five	five	NUM
american_scientific_journal-11304	219	20	(	(	PUNCT
american_scientific_journal-11304	219	21	5	5	NUM
american_scientific_journal-11304	219	22	)	)	PUNCT
american_scientific_journal-11304	219	23	sub	sub	NOUN
american_scientific_journal-11304	219	24	-	-	NOUN
american_scientific_journal-11304	219	25	periods	period	NOUN
american_scientific_journal-11304	219	26	.	.	PUNCT
american_scientific_journal-11304	220	1	the	the	DET
american_scientific_journal-11304	220	2	first	first	ADJ
american_scientific_journal-11304	220	3	subperiod	subperiod	NOUN
american_scientific_journal-11304	220	4	corresponds	correspond	VERB
american_scientific_journal-11304	220	5	to	to	ADP
american_scientific_journal-11304	220	6	the	the	DET
american_scientific_journal-11304	220	7	months	month	NOUN
american_scientific_journal-11304	220	8	of	of	ADP
american_scientific_journal-11304	220	9	2010	2010	NUM
american_scientific_journal-11304	220	10	,	,	PUNCT
american_scientific_journal-11304	220	11	the	the	DET
american_scientific_journal-11304	220	12	series	series	NOUN
american_scientific_journal-11304	220	13	showed	show	VERB
american_scientific_journal-11304	220	14	an	an	DET
american_scientific_journal-11304	220	15	increasing	increase	VERB
american_scientific_journal-11304	220	16	trend	trend	NOUN
american_scientific_journal-11304	220	17	(	(	PUNCT
american_scientific_journal-11304	220	18	depreciation	depreciation	NOUN
american_scientific_journal-11304	220	19	of	of	ADP
american_scientific_journal-11304	220	20	the	the	DET
american_scientific_journal-11304	220	21	metical	metical	ADJ
american_scientific_journal-11304	220	22	in	in	ADP
american_scientific_journal-11304	220	23	relation	relation	NOUN
american_scientific_journal-11304	220	24	to	to	ADP
american_scientific_journal-11304	220	25	the	the	DET
american_scientific_journal-11304	220	26	rand	rand	NOUN
american_scientific_journal-11304	220	27	)	)	PUNCT
american_scientific_journal-11304	220	28	,	,	PUNCT
american_scientific_journal-11304	220	29	the	the	DET
american_scientific_journal-11304	220	30	second	second	ADJ
american_scientific_journal-11304	220	31	sub	sub	NOUN
american_scientific_journal-11304	220	32	-	-	NOUN
american_scientific_journal-11304	220	33	period	period	NOUN
american_scientific_journal-11304	220	34	which	which	PRON
american_scientific_journal-11304	220	35	goes	go	VERB
american_scientific_journal-11304	220	36	from	from	ADP
american_scientific_journal-11304	220	37	january	january	PROPN
american_scientific_journal-11304	220	38	2011	2011	NUM
american_scientific_journal-11304	220	39	to	to	ADP
american_scientific_journal-11304	220	40	december	december	PROPN
american_scientific_journal-11304	220	41	2014	2014	NUM
american_scientific_journal-11304	220	42	,	,	PUNCT
american_scientific_journal-11304	220	43	there	there	PRON
american_scientific_journal-11304	220	44	is	be	VERB
american_scientific_journal-11304	220	45	a	a	DET
american_scientific_journal-11304	220	46	decreasing	decrease	VERB
american_scientific_journal-11304	220	47	trend	trend	NOUN
american_scientific_journal-11304	220	48	,	,	PUNCT
american_scientific_journal-11304	220	49	meaning	mean	VERB
american_scientific_journal-11304	220	50	that	that	SCONJ
american_scientific_journal-11304	220	51	the	the	DET
american_scientific_journal-11304	220	52	metical	metical	NOUN
american_scientific_journal-11304	220	53	appreciated	appreciate	VERB
american_scientific_journal-11304	220	54	in	in	ADP
american_scientific_journal-11304	220	55	relation	relation	NOUN
american_scientific_journal-11304	220	56	to	to	ADP
american_scientific_journal-11304	220	57	the	the	DET
american_scientific_journal-11304	220	58	rand	rand	NOUN
american_scientific_journal-11304	220	59	,	,	PUNCT
american_scientific_journal-11304	220	60	the	the	DET
american_scientific_journal-11304	220	61	third	third	ADJ
american_scientific_journal-11304	220	62	sub	sub	ADJ
american_scientific_journal-11304	220	63	-	-	NOUN
american_scientific_journal-11304	220	64	period	period	NOUN
american_scientific_journal-11304	220	65	corresponds	correspond	NOUN
american_scientific_journal-11304	220	66	to	to	ADP
american_scientific_journal-11304	220	67	the	the	DET
american_scientific_journal-11304	220	68	months	month	NOUN
american_scientific_journal-11304	220	69	american	american	ADJ
american_scientific_journal-11304	220	70	academic	academic	ADJ
american_scientific_journal-11304	220	71	scientific	scientific	ADJ
american_scientific_journal-11304	220	72	research	research	NOUN
american_scientific_journal-11304	220	73	journal	journal	NOUN
american_scientific_journal-11304	220	74	for	for	ADP
american_scientific_journal-11304	220	75	engineering	engineering	NOUN
american_scientific_journal-11304	220	76	,	,	PUNCT
american_scientific_journal-11304	220	77	technology	technology	NOUN
american_scientific_journal-11304	220	78	,	,	PUNCT
american_scientific_journal-11304	220	79	and	and	CCONJ
american_scientific_journal-11304	220	80	sciences	science	NOUN
american_scientific_journal-11304	220	81	(	(	PUNCT
american_scientific_journal-11304	220	82	asrjets	asrjet	NOUN
american_scientific_journal-11304	220	83	)	)	PUNCT
american_scientific_journal-11304	220	84	volume	volume	NOUN
american_scientific_journal-11304	220	85	101	101	NUM
american_scientific_journal-11304	220	86	,	,	PUNCT
american_scientific_journal-11304	220	87	no	no	DET
american_scientific_journal-11304	220	88	1	1	NUM
american_scientific_journal-11304	220	89	,	,	PUNCT
american_scientific_journal-11304	220	90	pp	pp	ADV
american_scientific_journal-11304	220	91	43	43	NUM
american_scientific_journal-11304	220	92	-	-	SYM
american_scientific_journal-11304	220	93	70	70	NUM
american_scientific_journal-11304	220	94	54	54	NUM
american_scientific_journal-11304	220	95	from	from	ADP
american_scientific_journal-11304	220	96	january	january	PROPN
american_scientific_journal-11304	220	97	2015	2015	NUM
american_scientific_journal-11304	220	98	to	to	ADP
american_scientific_journal-11304	220	99	march	march	PROPN
american_scientific_journal-11304	220	100	2017	2017	NUM
american_scientific_journal-11304	220	101	in	in	ADP
american_scientific_journal-11304	220	102	which	which	PRON
american_scientific_journal-11304	220	103	the	the	DET
american_scientific_journal-11304	220	104	metical	metical	ADJ
american_scientific_journal-11304	220	105	registered	register	VERB
american_scientific_journal-11304	220	106	an	an	DET
american_scientific_journal-11304	220	107	increasing	increase	VERB
american_scientific_journal-11304	220	108	trend	trend	NOUN
american_scientific_journal-11304	220	109	of	of	ADP
american_scientific_journal-11304	220	110	depreciation	depreciation	NOUN
american_scientific_journal-11304	220	111	in	in	ADP
american_scientific_journal-11304	220	112	relation	relation	NOUN
american_scientific_journal-11304	220	113	to	to	ADP
american_scientific_journal-11304	220	114	the	the	DET
american_scientific_journal-11304	220	115	rand.the	rand.the	DET
american_scientific_journal-11304	220	116	increasing	increase	VERB
american_scientific_journal-11304	220	117	behaviour	behaviour	NOUN
american_scientific_journal-11304	220	118	of	of	ADP
american_scientific_journal-11304	220	119	the	the	DET
american_scientific_journal-11304	220	120	metical	metical	ADJ
american_scientific_journal-11304	220	121	/	/	SYM
american_scientific_journal-11304	220	122	rand	rand	NOUN
american_scientific_journal-11304	220	123	exchange	exchange	NOUN
american_scientific_journal-11304	220	124	rate	rate	NOUN
american_scientific_journal-11304	220	125	recorded	record	VERB
american_scientific_journal-11304	220	126	in	in	ADP
american_scientific_journal-11304	220	127	the	the	DET
american_scientific_journal-11304	220	128	third	third	ADJ
american_scientific_journal-11304	220	129	sub	sub	NOUN
american_scientific_journal-11304	220	130	-	-	NOUN
american_scientific_journal-11304	220	131	period	period	NOUN
american_scientific_journal-11304	220	132	can	can	AUX
american_scientific_journal-11304	220	133	be	be	AUX
american_scientific_journal-11304	220	134	explained	explain	VERB
american_scientific_journal-11304	220	135	by	by	ADP
american_scientific_journal-11304	220	136	the	the	DET
american_scientific_journal-11304	220	137	financial	financial	ADJ
american_scientific_journal-11304	220	138	crisis	crisis	NOUN
american_scientific_journal-11304	220	139	resulting	result	VERB
american_scientific_journal-11304	220	140	from	from	ADP
american_scientific_journal-11304	220	141	several	several	ADJ
american_scientific_journal-11304	220	142	factors	factor	NOUN
american_scientific_journal-11304	220	143	,	,	PUNCT
american_scientific_journal-11304	220	144	with	with	ADP
american_scientific_journal-11304	220	145	emphasis	emphasis	NOUN
american_scientific_journal-11304	220	146	on	on	ADP
american_scientific_journal-11304	220	147	the	the	DET
american_scientific_journal-11304	220	148	mozambican	mozambican	ADJ
american_scientific_journal-11304	220	149	public	public	ADJ
american_scientific_journal-11304	220	150	debt	debt	NOUN
american_scientific_journal-11304	220	151	triggered	trigger	VERB
american_scientific_journal-11304	220	152	in	in	ADP
american_scientific_journal-11304	220	153	2015	2015	NUM
american_scientific_journal-11304	220	154	,	,	PUNCT
american_scientific_journal-11304	220	155	which	which	PRON
american_scientific_journal-11304	220	156	reflected	reflect	VERB
american_scientific_journal-11304	220	157	in	in	ADP
american_scientific_journal-11304	220	158	the	the	DET
american_scientific_journal-11304	220	159	currency	currency	NOUN
american_scientific_journal-11304	220	160	deficit	deficit	NOUN
american_scientific_journal-11304	220	161	in	in	ADP
american_scientific_journal-11304	220	162	the	the	DET
american_scientific_journal-11304	220	163	market	market	NOUN
american_scientific_journal-11304	220	164	,	,	PUNCT
american_scientific_journal-11304	220	165	in	in	ADP
american_scientific_journal-11304	220	166	a	a	DET
american_scientific_journal-11304	220	167	context	context	NOUN
american_scientific_journal-11304	220	168	of	of	ADP
american_scientific_journal-11304	220	169	suspension	suspension	NOUN
american_scientific_journal-11304	220	170	of	of	ADP
american_scientific_journal-11304	220	171	the	the	DET
american_scientific_journal-11304	220	172	direct	direct	ADJ
american_scientific_journal-11304	220	173	support	support	NOUN
american_scientific_journal-11304	220	174	for	for	ADP
american_scientific_journal-11304	220	175	the	the	DET
american_scientific_journal-11304	220	176	state	state	NOUN
american_scientific_journal-11304	220	177	budget	budget	NOUN
american_scientific_journal-11304	220	178	and	and	CCONJ
american_scientific_journal-11304	220	179	the	the	DET
american_scientific_journal-11304	220	180	balance	balance	NOUN
american_scientific_journal-11304	220	181	of	of	ADP
american_scientific_journal-11304	220	182	payments	payment	NOUN
american_scientific_journal-11304	220	183	from	from	ADP
american_scientific_journal-11304	220	184	the	the	DET
american_scientific_journal-11304	220	185	country	country	NOUN
american_scientific_journal-11304	220	186	's	's	PART
american_scientific_journal-11304	220	187	official	official	ADJ
american_scientific_journal-11304	220	188	external	external	ADJ
american_scientific_journal-11304	220	189	partners	partner	NOUN
american_scientific_journal-11304	220	190	,	,	PUNCT
american_scientific_journal-11304	220	191	increased	increase	VERB
american_scientific_journal-11304	220	192	public	public	ADJ
american_scientific_journal-11304	220	193	external	external	ADJ
american_scientific_journal-11304	220	194	debt	debt	NOUN
american_scientific_journal-11304	220	195	service	service	NOUN
american_scientific_journal-11304	220	196	[	[	X
american_scientific_journal-11304	220	197	2	2	NUM
american_scientific_journal-11304	220	198	]	]	PUNCT
american_scientific_journal-11304	220	199	.	.	PUNCT
american_scientific_journal-11304	221	1	the	the	DET
american_scientific_journal-11304	221	2	fourth	fourth	ADJ
american_scientific_journal-11304	221	3	sub	sub	ADJ
american_scientific_journal-11304	221	4	-	-	NOUN
american_scientific_journal-11304	221	5	period	period	NOUN
american_scientific_journal-11304	221	6	starts	start	NOUN
american_scientific_journal-11304	221	7	from	from	ADP
american_scientific_journal-11304	221	8	april	april	PROPN
american_scientific_journal-11304	221	9	2017	2017	NUM
american_scientific_journal-11304	221	10	to	to	ADP
american_scientific_journal-11304	221	11	december	december	PROPN
american_scientific_journal-11304	221	12	2019	2019	NUM
american_scientific_journal-11304	221	13	,	,	PUNCT
american_scientific_journal-11304	221	14	which	which	PRON
american_scientific_journal-11304	221	15	showed	show	VERB
american_scientific_journal-11304	221	16	a	a	DET
american_scientific_journal-11304	221	17	decreasing	decrease	VERB
american_scientific_journal-11304	221	18	trend	trend	NOUN
american_scientific_journal-11304	221	19	in	in	ADP
american_scientific_journal-11304	221	20	the	the	DET
american_scientific_journal-11304	221	21	metical	metical	ADJ
american_scientific_journal-11304	221	22	/	/	SYM
american_scientific_journal-11304	221	23	rand	rand	NOUN
american_scientific_journal-11304	221	24	exchange	exchange	NOUN
american_scientific_journal-11304	221	25	rate	rate	NOUN
american_scientific_journal-11304	221	26	,	,	PUNCT
american_scientific_journal-11304	221	27	which	which	PRON
american_scientific_journal-11304	221	28	means	mean	VERB
american_scientific_journal-11304	221	29	that	that	SCONJ
american_scientific_journal-11304	221	30	throughout	throughout	ADP
american_scientific_journal-11304	221	31	this	this	DET
american_scientific_journal-11304	221	32	period	period	NOUN
american_scientific_journal-11304	221	33	the	the	DET
american_scientific_journal-11304	221	34	metical	metical	NOUN
american_scientific_journal-11304	221	35	appreciated	appreciate	VERB
american_scientific_journal-11304	221	36	in	in	ADP
american_scientific_journal-11304	221	37	relation	relation	NOUN
american_scientific_journal-11304	221	38	to	to	ADP
american_scientific_journal-11304	221	39	the	the	DET
american_scientific_journal-11304	221	40	rand	rand	NOUN
american_scientific_journal-11304	221	41	.	.	PUNCT
american_scientific_journal-11304	222	1	the	the	DET
american_scientific_journal-11304	222	2	fifth	fifth	ADJ
american_scientific_journal-11304	222	3	sub	sub	ADJ
american_scientific_journal-11304	222	4	-	-	NOUN
american_scientific_journal-11304	222	5	period	period	NOUN
american_scientific_journal-11304	222	6	refers	refer	VERB
american_scientific_journal-11304	222	7	to	to	ADP
american_scientific_journal-11304	222	8	the	the	DET
american_scientific_journal-11304	222	9	months	month	NOUN
american_scientific_journal-11304	222	10	of	of	ADP
american_scientific_journal-11304	222	11	2020	2020	NUM
american_scientific_journal-11304	222	12	in	in	ADP
american_scientific_journal-11304	222	13	which	which	PRON
american_scientific_journal-11304	222	14	the	the	DET
american_scientific_journal-11304	222	15	national	national	ADJ
american_scientific_journal-11304	222	16	currency	currency	NOUN
american_scientific_journal-11304	222	17	registered	register	VERB
american_scientific_journal-11304	222	18	depreciation	depreciation	NOUN
american_scientific_journal-11304	222	19	trends	trend	NOUN
american_scientific_journal-11304	222	20	,	,	PUNCT
american_scientific_journal-11304	222	21	probably	probably	ADV
american_scientific_journal-11304	222	22	caused	cause	VERB
american_scientific_journal-11304	222	23	by	by	ADP
american_scientific_journal-11304	222	24	the	the	DET
american_scientific_journal-11304	222	25	covid-19	covid-19	PROPN
american_scientific_journal-11304	222	26	pandemic	pandemic	NOUN
american_scientific_journal-11304	222	27	that	that	PRON
american_scientific_journal-11304	222	28	hampered	hamper	VERB
american_scientific_journal-11304	222	29	the	the	DET
american_scientific_journal-11304	222	30	movement	movement	NOUN
american_scientific_journal-11304	222	31	of	of	ADP
american_scientific_journal-11304	222	32	people	people	NOUN
american_scientific_journal-11304	222	33	,	,	PUNCT
american_scientific_journal-11304	222	34	goods	good	NOUN
american_scientific_journal-11304	222	35	and	and	CCONJ
american_scientific_journal-11304	222	36	services	service	NOUN
american_scientific_journal-11304	222	37	.	.	PUNCT
american_scientific_journal-11304	223	1	source	source	NOUN
american_scientific_journal-11304	223	2	:	:	PUNCT
american_scientific_journal-11304	223	3	the	the	DET
american_scientific_journal-11304	223	4	authors	author	NOUN
american_scientific_journal-11304	223	5	figure	figure	VERB
american_scientific_journal-11304	223	6	1	1	NUM
american_scientific_journal-11304	223	7	:	:	PUNCT
american_scientific_journal-11304	223	8	evolution	evolution	NOUN
american_scientific_journal-11304	223	9	of	of	ADP
american_scientific_journal-11304	223	10	metical	metical	ADJ
american_scientific_journal-11304	223	11	/	/	SYM
american_scientific_journal-11304	223	12	dollar	dollar	NOUN
american_scientific_journal-11304	223	13	and	and	CCONJ
american_scientific_journal-11304	223	14	metical	metical	ADJ
american_scientific_journal-11304	223	15	/	/	SYM
american_scientific_journal-11304	223	16	rand	rand	NOUN
american_scientific_journal-11304	223	17	exchange	exchange	NOUN
american_scientific_journal-11304	223	18	rates	rate	NOUN
american_scientific_journal-11304	223	19	from	from	ADP
american_scientific_journal-11304	223	20	january	january	PROPN
american_scientific_journal-11304	223	21	2010	2010	NUM
american_scientific_journal-11304	223	22	to	to	ADP
american_scientific_journal-11304	223	23	december	december	PROPN
american_scientific_journal-11304	223	24	2020	2020	NUM
american_scientific_journal-11304	223	25	4.2	4.2	NUM
american_scientific_journal-11304	223	26	.	.	PUNCT
american_scientific_journal-11304	224	1	analysis	analysis	NOUN
american_scientific_journal-11304	224	2	of	of	ADP
american_scientific_journal-11304	224	3	returns	return	NOUN
american_scientific_journal-11304	224	4	analysing	analyse	VERB
american_scientific_journal-11304	224	5	the	the	DET
american_scientific_journal-11304	224	6	return	return	NOUN
american_scientific_journal-11304	224	7	series	series	NOUN
american_scientific_journal-11304	224	8	of	of	ADP
american_scientific_journal-11304	224	9	metical	metical	ADJ
american_scientific_journal-11304	224	10	/	/	SYM
american_scientific_journal-11304	224	11	dollar	dollar	NOUN
american_scientific_journal-11304	224	12	exchange	exchange	NOUN
american_scientific_journal-11304	224	13	rates	rate	NOUN
american_scientific_journal-11304	224	14	(	(	PUNCT
american_scientific_journal-11304	224	15	figure	figure	NOUN
american_scientific_journal-11304	224	16	2a	2a	NUM
american_scientific_journal-11304	224	17	)	)	PUNCT
american_scientific_journal-11304	224	18	it	it	PRON
american_scientific_journal-11304	224	19	is	be	AUX
american_scientific_journal-11304	224	20	possible	possible	ADJ
american_scientific_journal-11304	224	21	to	to	PART
american_scientific_journal-11304	224	22	verify	verify	VERB
american_scientific_journal-11304	224	23	the	the	DET
american_scientific_journal-11304	224	24	existence	existence	NOUN
american_scientific_journal-11304	224	25	of	of	ADP
american_scientific_journal-11304	224	26	periods	period	NOUN
american_scientific_journal-11304	224	27	of	of	ADP
american_scientific_journal-11304	224	28	high	high	ADJ
american_scientific_journal-11304	224	29	variation	variation	NOUN
american_scientific_journal-11304	224	30	(	(	PUNCT
american_scientific_journal-11304	224	31	april	april	PROPN
american_scientific_journal-11304	224	32	2010	2010	NUM
american_scientific_journal-11304	224	33	)	)	PUNCT
american_scientific_journal-11304	224	34	and	and	CCONJ
american_scientific_journal-11304	224	35	(	(	PUNCT
american_scientific_journal-11304	224	36	november	november	PROPN
american_scientific_journal-11304	224	37	2015	2015	NUM
american_scientific_journal-11304	224	38	)	)	PUNCT
american_scientific_journal-11304	224	39	that	that	PRON
american_scientific_journal-11304	224	40	are	be	AUX
american_scientific_journal-11304	224	41	followed	follow	VERB
american_scientific_journal-11304	224	42	by	by	ADP
american_scientific_journal-11304	224	43	periods	period	NOUN
american_scientific_journal-11304	224	44	of	of	ADP
american_scientific_journal-11304	224	45	low	low	ADJ
american_scientific_journal-11304	224	46	variation	variation	NOUN
american_scientific_journal-11304	224	47	,	,	PUNCT
american_scientific_journal-11304	224	48	the	the	DET
american_scientific_journal-11304	224	49	same	same	ADJ
american_scientific_journal-11304	224	50	happens	happen	VERB
american_scientific_journal-11304	224	51	in	in	ADP
american_scientific_journal-11304	224	52	series	series	NOUN
american_scientific_journal-11304	224	53	of	of	ADP
american_scientific_journal-11304	224	54	metical	metical	ADJ
american_scientific_journal-11304	224	55	/	/	SYM
american_scientific_journal-11304	224	56	rand	rand	NOUN
american_scientific_journal-11304	224	57	exchange	exchange	NOUN
american_scientific_journal-11304	224	58	rate	rate	NOUN
american_scientific_journal-11304	224	59	returns	return	NOUN
american_scientific_journal-11304	224	60	(	(	PUNCT
american_scientific_journal-11304	224	61	figure	figure	NOUN
american_scientific_journal-11304	224	62	2b	2b	NOUN
american_scientific_journal-11304	224	63	)	)	PUNCT
american_scientific_journal-11304	224	64	periods	period	NOUN
american_scientific_journal-11304	224	65	of	of	ADP
american_scientific_journal-11304	224	66	high	high	ADJ
american_scientific_journal-11304	224	67	variation	variation	NOUN
american_scientific_journal-11304	224	68	(	(	PUNCT
american_scientific_journal-11304	224	69	april	april	PROPN
american_scientific_journal-11304	224	70	2010	2010	NUM
american_scientific_journal-11304	224	71	)	)	PUNCT
american_scientific_journal-11304	224	72	,	,	PUNCT
american_scientific_journal-11304	224	73	(	(	PUNCT
american_scientific_journal-11304	224	74	november	november	PROPN
american_scientific_journal-11304	224	75	2015	2015	NUM
american_scientific_journal-11304	224	76	)	)	PUNCT
american_scientific_journal-11304	224	77	and	and	CCONJ
american_scientific_journal-11304	224	78	(	(	PUNCT
american_scientific_journal-11304	224	79	june	june	PROPN
american_scientific_journal-11304	224	80	to	to	ADP
american_scientific_journal-11304	224	81	august	august	PROPN
american_scientific_journal-11304	224	82	2016	2016	NUM
american_scientific_journal-11304	224	83	)	)	PUNCT
american_scientific_journal-11304	224	84	are	be	AUX
american_scientific_journal-11304	224	85	followed	follow	VERB
american_scientific_journal-11304	224	86	by	by	ADP
american_scientific_journal-11304	224	87	periods	period	NOUN
american_scientific_journal-11304	224	88	of	of	ADP
american_scientific_journal-11304	224	89	low	low	ADJ
american_scientific_journal-11304	224	90	variation	variation	NOUN
american_scientific_journal-11304	224	91	,	,	PUNCT
american_scientific_journal-11304	224	92	which	which	PRON
american_scientific_journal-11304	224	93	suggests	suggest	VERB
american_scientific_journal-11304	224	94	the	the	DET
american_scientific_journal-11304	224	95	presence	presence	NOUN
american_scientific_journal-11304	224	96	of	of	ADP
american_scientific_journal-11304	224	97	clusters	cluster	NOUN
american_scientific_journal-11304	224	98	volatility	volatility	NOUN
american_scientific_journal-11304	224	99	,	,	PUNCT
american_scientific_journal-11304	224	100	which	which	PRON
american_scientific_journal-11304	224	101	is	be	AUX
american_scientific_journal-11304	224	102	a	a	DET
american_scientific_journal-11304	224	103	common	common	ADJ
american_scientific_journal-11304	224	104	characteristic	characteristic	NOUN
american_scientific_journal-11304	224	105	of	of	ADP
american_scientific_journal-11304	224	106	financial	financial	ADJ
american_scientific_journal-11304	224	107	assets	asset	NOUN
american_scientific_journal-11304	224	108	.	.	PUNCT
american_scientific_journal-11304	225	1	figura	figura	PROPN
american_scientific_journal-11304	225	2	1a.taxa	1a.taxa	PROPN
american_scientific_journal-11304	225	3	de	de	ADP
american_scientific_journal-11304	225	4	câmbio	câmbio	PROPN
american_scientific_journal-11304	225	5	metical	metical	ADJ
american_scientific_journal-11304	225	6	/	/	SYM
american_scientific_journal-11304	225	7	dólar	dólar	ADJ
american_scientific_journal-11304	225	8	em	em	PRON
american_scientific_journal-11304	225	9	moçambique	moçambique	VERB
american_scientific_journal-11304	225	10	2010	2010	NUM
american_scientific_journal-11304	225	11	2012	2012	NUM
american_scientific_journal-11304	225	12	2014	2014	NUM
american_scientific_journal-11304	225	13	2016	2016	NUM
american_scientific_journal-11304	225	14	2018	2018	NUM
american_scientific_journal-11304	225	15	2020	2020	NUM
american_scientific_journal-11304	225	16	30	30	NUM
american_scientific_journal-11304	225	17	40	40	NUM
american_scientific_journal-11304	225	18	50	50	NUM
american_scientific_journal-11304	225	19	60	60	NUM
american_scientific_journal-11304	225	20	70	70	NUM
american_scientific_journal-11304	225	21	figura	figura	PROPN
american_scientific_journal-11304	225	22	1b.taxa	1b.taxa	PROPN
american_scientific_journal-11304	225	23	de	de	ADP
american_scientific_journal-11304	225	24	câmbio	câmbio	PROPN
american_scientific_journal-11304	225	25	metical	metical	ADJ
american_scientific_journal-11304	225	26	/	/	SYM
american_scientific_journal-11304	225	27	rand	rand	NOUN
american_scientific_journal-11304	226	1	em	em	PRON
american_scientific_journal-11304	226	2	moçambique	moçambique	VERB
american_scientific_journal-11304	226	3	2010	2010	NUM
american_scientific_journal-11304	226	4	2012	2012	NUM
american_scientific_journal-11304	226	5	2014	2014	NUM
american_scientific_journal-11304	226	6	2016	2016	NUM
american_scientific_journal-11304	226	7	2018	2018	NUM
american_scientific_journal-11304	226	8	2020	2020	NUM
american_scientific_journal-11304	226	9	3	3	NUM
american_scientific_journal-11304	226	10	.	.	NOUN
american_scientific_journal-11304	226	11	0	0	NUM
american_scientific_journal-11304	227	1	3	3	NUM
american_scientific_journal-11304	227	2	.	.	NOUN
american_scientific_journal-11304	227	3	5	5	NUM
american_scientific_journal-11304	227	4	4	4	NUM
american_scientific_journal-11304	227	5	.	.	NOUN
american_scientific_journal-11304	227	6	0	0	NUM
american_scientific_journal-11304	228	1	4	4	NUM
american_scientific_journal-11304	228	2	.	.	NOUN
american_scientific_journal-11304	228	3	5	5	NUM
american_scientific_journal-11304	228	4	5	5	NUM
american_scientific_journal-11304	228	5	.	.	NOUN
american_scientific_journal-11304	228	6	0	0	NUM
american_scientific_journal-11304	229	1	5	5	NUM
american_scientific_journal-11304	229	2	.	.	SYM
american_scientific_journal-11304	229	3	5	5	NUM
american_scientific_journal-11304	229	4	american	american	ADJ
american_scientific_journal-11304	229	5	academic	academic	ADJ
american_scientific_journal-11304	229	6	scientific	scientific	ADJ
american_scientific_journal-11304	229	7	research	research	NOUN
american_scientific_journal-11304	229	8	journal	journal	NOUN
american_scientific_journal-11304	229	9	for	for	ADP
american_scientific_journal-11304	229	10	engineering	engineering	NOUN
american_scientific_journal-11304	229	11	,	,	PUNCT
american_scientific_journal-11304	229	12	technology	technology	NOUN
american_scientific_journal-11304	229	13	,	,	PUNCT
american_scientific_journal-11304	229	14	and	and	CCONJ
american_scientific_journal-11304	229	15	sciences	science	NOUN
american_scientific_journal-11304	229	16	(	(	PUNCT
american_scientific_journal-11304	229	17	asrjets	asrjet	NOUN
american_scientific_journal-11304	229	18	)	)	PUNCT
american_scientific_journal-11304	229	19	volume	volume	NOUN
american_scientific_journal-11304	229	20	101	101	NUM
american_scientific_journal-11304	229	21	,	,	PUNCT
american_scientific_journal-11304	229	22	no	no	DET
american_scientific_journal-11304	229	23	1	1	NUM
american_scientific_journal-11304	229	24	,	,	PUNCT
american_scientific_journal-11304	229	25	pp	pp	ADV
american_scientific_journal-11304	229	26	43	43	NUM
american_scientific_journal-11304	229	27	-	-	SYM
american_scientific_journal-11304	229	28	70	70	NUM
american_scientific_journal-11304	229	29	55	55	NUM
american_scientific_journal-11304	229	30	source	source	NOUN
american_scientific_journal-11304	229	31	:	:	PUNCT
american_scientific_journal-11304	229	32	the	the	DET
american_scientific_journal-11304	229	33	authors	author	NOUN
american_scientific_journal-11304	229	34	figure	figure	VERB
american_scientific_journal-11304	229	35	2	2	NUM
american_scientific_journal-11304	229	36	:	:	PUNCT
american_scientific_journal-11304	229	37	evolution	evolution	NOUN
american_scientific_journal-11304	229	38	of	of	ADP
american_scientific_journal-11304	229	39	metical	metical	ADJ
american_scientific_journal-11304	229	40	/	/	SYM
american_scientific_journal-11304	229	41	dollar	dollar	NOUN
american_scientific_journal-11304	229	42	and	and	CCONJ
american_scientific_journal-11304	229	43	metical	metical	ADJ
american_scientific_journal-11304	229	44	/	/	SYM
american_scientific_journal-11304	229	45	rand	rand	NOUN
american_scientific_journal-11304	229	46	exchange	exchange	NOUN
american_scientific_journal-11304	229	47	rate	rate	NOUN
american_scientific_journal-11304	229	48	returns	return	NOUN
american_scientific_journal-11304	229	49	4.3	4.3	NUM
american_scientific_journal-11304	229	50	.	.	PUNCT
american_scientific_journal-11304	230	1	descriptive	descriptive	ADJ
american_scientific_journal-11304	230	2	statistics	statistic	NOUN
american_scientific_journal-11304	230	3	of	of	ADP
american_scientific_journal-11304	230	4	returns	return	NOUN
american_scientific_journal-11304	230	5	table	table	VERB
american_scientific_journal-11304	230	6	1	1	NUM
american_scientific_journal-11304	230	7	:	:	PUNCT
american_scientific_journal-11304	230	8	descriptive	descriptive	ADJ
american_scientific_journal-11304	230	9	statistics	statistic	NOUN
american_scientific_journal-11304	230	10	of	of	ADP
american_scientific_journal-11304	230	11	metical	metical	ADJ
american_scientific_journal-11304	230	12	/	/	SYM
american_scientific_journal-11304	230	13	dollar	dollar	NOUN
american_scientific_journal-11304	230	14	and	and	CCONJ
american_scientific_journal-11304	230	15	metical	metical	ADJ
american_scientific_journal-11304	230	16	/	/	SYM
american_scientific_journal-11304	230	17	rand	rand	NOUN
american_scientific_journal-11304	230	18	exchange	exchange	NOUN
american_scientific_journal-11304	230	19	rate	rate	NOUN
american_scientific_journal-11304	230	20	returns	return	NOUN
american_scientific_journal-11304	230	21	statistics	statistic	NOUN
american_scientific_journal-11304	230	22	metical	metical	ADJ
american_scientific_journal-11304	230	23	/	/	SYM
american_scientific_journal-11304	230	24	dollar	dollar	NOUN
american_scientific_journal-11304	230	25	return	return	NOUN
american_scientific_journal-11304	230	26	return	return	VERB
american_scientific_journal-11304	230	27	metical	metical	ADJ
american_scientific_journal-11304	230	28	/	/	SYM
american_scientific_journal-11304	230	29	rand	rand	NOUN
american_scientific_journal-11304	230	30	n	n	PRON
american_scientific_journal-11304	230	31	minimum	minimum	ADJ
american_scientific_journal-11304	230	32	maximum	maximum	ADJ
american_scientific_journal-11304	230	33	average	average	ADJ
american_scientific_journal-11304	230	34	119	119	NUM
american_scientific_journal-11304	230	35	-0,086975	-0,086975	PROPN
american_scientific_journal-11304	230	36	0,150293	0,150293	NOUN
american_scientific_journal-11304	230	37	0,006977	0,006977	NOUN
american_scientific_journal-11304	231	1	119	119	NUM
american_scientific_journal-11304	232	1	-0,174497	-0,174497	PROPN
american_scientific_journal-11304	232	2	0,144170	0,144170	NUM
american_scientific_journal-11304	232	3	0,022221	0,022221	NOUN
american_scientific_journal-11304	232	4	standard	standard	ADJ
american_scientific_journal-11304	232	5	deviation	deviation	NOUN
american_scientific_journal-11304	232	6	0,032909	0,032909	NOUN
american_scientific_journal-11304	232	7	0,046701	0,046701	PROPN
american_scientific_journal-11304	233	1	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	233	2	1,371071	1,371071	PROPN
american_scientific_journal-11304	233	3	0,234986	0,234986	NOUN
american_scientific_journal-11304	233	4	kurtosis	kurtosis	NOUN
american_scientific_journal-11304	234	1	4,725040	4,725040	NOUN
american_scientific_journal-11304	234	2	1,968249	1,968249	NOUN
american_scientific_journal-11304	234	3	jb	jb	PROPN
american_scientific_journal-11304	234	4	155,1859	155,1859	NUM
american_scientific_journal-11304	235	1	22,01790	22,01790	NUM
american_scientific_journal-11304	235	2	jb	jb	PROPN
american_scientific_journal-11304	235	3	p	p	PROPN
american_scientific_journal-11304	235	4	value	value	NOUN
american_scientific_journal-11304	235	5	<	<	X
american_scientific_journal-11304	235	6	2,2e-16	2,2e-16	NUM
american_scientific_journal-11304	235	7	0.000017	0.000017	NUM
american_scientific_journal-11304	235	8	source	source	NOUN
american_scientific_journal-11304	235	9	:	:	PUNCT
american_scientific_journal-11304	235	10	authors	author	NOUN
american_scientific_journal-11304	235	11	,	,	PUNCT
american_scientific_journal-11304	235	12	processed	process	VERB
american_scientific_journal-11304	235	13	in	in	ADP
american_scientific_journal-11304	235	14	r	r	NOUN
american_scientific_journal-11304	235	15	4.0.3	4.0.3	NUM
american_scientific_journal-11304	235	16	metical	metical	ADJ
american_scientific_journal-11304	235	17	/	/	SYM
american_scientific_journal-11304	235	18	dólar	dólar	X
american_scientific_journal-11304	235	19	figura	figura	X
american_scientific_journal-11304	235	20	2a.retornos	2a.retornos	PROPN
american_scientific_journal-11304	235	21	de	de	ADP
american_scientific_journal-11304	235	22	câmbio	câmbio	PROPN
american_scientific_journal-11304	235	23	metical	metical	ADJ
american_scientific_journal-11304	235	24	/	/	SYM
american_scientific_journal-11304	235	25	dólar	dólar	ADJ
american_scientific_journal-11304	235	26	em	em	PRON
american_scientific_journal-11304	235	27	moçambique	moçambique	VERB
american_scientific_journal-11304	235	28	2010	2010	NUM
american_scientific_journal-11304	235	29	2012	2012	NUM
american_scientific_journal-11304	235	30	2014	2014	NUM
american_scientific_journal-11304	235	31	2016	2016	NUM
american_scientific_journal-11304	235	32	2018	2018	NUM
american_scientific_journal-11304	235	33	2020	2020	NUM
american_scientific_journal-11304	235	34	-0	-0	PUNCT
american_scientific_journal-11304	235	35	.0	.0	NUM
american_scientific_journal-11304	235	36	5	5	NUM
american_scientific_journal-11304	235	37	0	0	NUM
american_scientific_journal-11304	235	38	.	.	PUNCT
american_scientific_journal-11304	235	39	00	00	NUM
american_scientific_journal-11304	235	40	0	0	NUM
american_scientific_journal-11304	235	41	.	.	PUNCT
american_scientific_journal-11304	236	1	05	05	NUM
american_scientific_journal-11304	236	2	0	0	NUM
american_scientific_journal-11304	236	3	.	.	PUNCT
american_scientific_journal-11304	237	1	10	10	NUM
american_scientific_journal-11304	237	2	0	0	NUM
american_scientific_journal-11304	237	3	.	.	NOUN
american_scientific_journal-11304	237	4	15	15	NUM
american_scientific_journal-11304	237	5	metical	metical	ADJ
american_scientific_journal-11304	237	6	/	/	SYM
american_scientific_journal-11304	237	7	rand	rand	NOUN
american_scientific_journal-11304	237	8	figura	figura	X
american_scientific_journal-11304	237	9	2b.retornos	2b.retornos	PROPN
american_scientific_journal-11304	237	10	de	de	ADP
american_scientific_journal-11304	237	11	câmbio	câmbio	PROPN
american_scientific_journal-11304	237	12	metical	metical	ADJ
american_scientific_journal-11304	237	13	/	/	SYM
american_scientific_journal-11304	237	14	rand	rand	NOUN
american_scientific_journal-11304	237	15	em	em	PRON
american_scientific_journal-11304	237	16	moçambique	moçambique	VERB
american_scientific_journal-11304	237	17	2010	2010	NUM
american_scientific_journal-11304	237	18	2012	2012	NUM
american_scientific_journal-11304	237	19	2014	2014	NUM
american_scientific_journal-11304	237	20	2016	2016	NUM
american_scientific_journal-11304	237	21	2018	2018	NUM
american_scientific_journal-11304	237	22	2020	2020	NUM
american_scientific_journal-11304	237	23	-0	-0	X
american_scientific_journal-11304	237	24	.1	.1	NUM
american_scientific_journal-11304	237	25	5	5	NUM
american_scientific_journal-11304	237	26	-0	-0	SYM
american_scientific_journal-11304	237	27	.1	.1	NUM
american_scientific_journal-11304	237	28	0	0	NUM
american_scientific_journal-11304	238	1	-0	-0	SYM
american_scientific_journal-11304	238	2	.0	.0	NUM
american_scientific_journal-11304	238	3	5	5	NUM
american_scientific_journal-11304	238	4	0	0	NUM
american_scientific_journal-11304	238	5	.	.	PUNCT
american_scientific_journal-11304	238	6	00	00	NUM
american_scientific_journal-11304	239	1	0	0	NUM
american_scientific_journal-11304	239	2	.	.	PUNCT
american_scientific_journal-11304	240	1	05	05	NUM
american_scientific_journal-11304	240	2	0	0	NUM
american_scientific_journal-11304	240	3	.	.	PUNCT
american_scientific_journal-11304	241	1	10	10	NUM
american_scientific_journal-11304	241	2	0	0	NUM
american_scientific_journal-11304	241	3	.	.	NUM
american_scientific_journal-11304	241	4	15	15	NUM
american_scientific_journal-11304	241	5	american	american	ADJ
american_scientific_journal-11304	241	6	academic	academic	ADJ
american_scientific_journal-11304	241	7	scientific	scientific	ADJ
american_scientific_journal-11304	241	8	research	research	NOUN
american_scientific_journal-11304	241	9	journal	journal	NOUN
american_scientific_journal-11304	241	10	for	for	ADP
american_scientific_journal-11304	241	11	engineering	engineering	NOUN
american_scientific_journal-11304	241	12	,	,	PUNCT
american_scientific_journal-11304	241	13	technology	technology	NOUN
american_scientific_journal-11304	241	14	,	,	PUNCT
american_scientific_journal-11304	241	15	and	and	CCONJ
american_scientific_journal-11304	241	16	sciences	science	NOUN
american_scientific_journal-11304	241	17	(	(	PUNCT
american_scientific_journal-11304	241	18	asrjets	asrjet	NOUN
american_scientific_journal-11304	241	19	)	)	PUNCT
american_scientific_journal-11304	241	20	volume	volume	NOUN
american_scientific_journal-11304	241	21	101	101	NUM
american_scientific_journal-11304	241	22	,	,	PUNCT
american_scientific_journal-11304	241	23	no	no	DET
american_scientific_journal-11304	241	24	1	1	NUM
american_scientific_journal-11304	241	25	,	,	PUNCT
american_scientific_journal-11304	241	26	pp	pp	ADV
american_scientific_journal-11304	241	27	43	43	NUM
american_scientific_journal-11304	241	28	-	-	SYM
american_scientific_journal-11304	241	29	70	70	NUM
american_scientific_journal-11304	241	30	56	56	NUM
american_scientific_journal-11304	241	31	source	source	NOUN
american_scientific_journal-11304	241	32	:	:	PUNCT
american_scientific_journal-11304	241	33	authors	author	NOUN
american_scientific_journal-11304	241	34	figure	figure	VERB
american_scientific_journal-11304	241	35	3	3	NUM
american_scientific_journal-11304	241	36	:	:	PUNCT
american_scientific_journal-11304	241	37	histograms	histogram	NOUN
american_scientific_journal-11304	241	38	of	of	ADP
american_scientific_journal-11304	241	39	returns	return	NOUN
american_scientific_journal-11304	241	40	of	of	ADP
american_scientific_journal-11304	241	41	the	the	DET
american_scientific_journal-11304	241	42	metical	metical	ADJ
american_scientific_journal-11304	241	43	/	/	SYM
american_scientific_journal-11304	241	44	dollar	dollar	NOUN
american_scientific_journal-11304	241	45	and	and	CCONJ
american_scientific_journal-11304	241	46	metical	metical	ADJ
american_scientific_journal-11304	241	47	/	/	SYM
american_scientific_journal-11304	241	48	rand	rand	NOUN
american_scientific_journal-11304	241	49	exchange	exchange	NOUN
american_scientific_journal-11304	241	50	rates	rate	NOUN
american_scientific_journal-11304	241	51	analysing	analyse	VERB
american_scientific_journal-11304	241	52	table	table	NOUN
american_scientific_journal-11304	241	53	1	1	NUM
american_scientific_journal-11304	241	54	and	and	CCONJ
american_scientific_journal-11304	241	55	the	the	DET
american_scientific_journal-11304	241	56	histograms	histogram	NOUN
american_scientific_journal-11304	241	57	(	(	PUNCT
american_scientific_journal-11304	241	58	figure	figure	NOUN
american_scientific_journal-11304	241	59	3	3	NUM
american_scientific_journal-11304	241	60	)	)	PUNCT
american_scientific_journal-11304	241	61	,	,	PUNCT
american_scientific_journal-11304	241	62	for	for	ADP
american_scientific_journal-11304	241	63	the	the	DET
american_scientific_journal-11304	241	64	metical	metical	ADJ
american_scientific_journal-11304	241	65	/	/	SYM
american_scientific_journal-11304	241	66	dollar	dollar	NOUN
american_scientific_journal-11304	241	67	exchange	exchange	NOUN
american_scientific_journal-11304	241	68	rate	rate	NOUN
american_scientific_journal-11304	241	69	returns	return	NOUN
american_scientific_journal-11304	241	70	,	,	PUNCT
american_scientific_journal-11304	241	71	it	it	PRON
american_scientific_journal-11304	241	72	can	can	AUX
american_scientific_journal-11304	241	73	be	be	AUX
american_scientific_journal-11304	241	74	seen	see	VERB
american_scientific_journal-11304	241	75	that	that	SCONJ
american_scientific_journal-11304	241	76	the	the	DET
american_scientific_journal-11304	241	77	average	average	ADJ
american_scientific_journal-11304	241	78	value	value	NOUN
american_scientific_journal-11304	241	79	is	be	AUX
american_scientific_journal-11304	241	80	very	very	ADV
american_scientific_journal-11304	241	81	close	close	ADJ
american_scientific_journal-11304	241	82	to	to	ADP
american_scientific_journal-11304	241	83	zero	zero	NUM
american_scientific_journal-11304	241	84	(	(	PUNCT
american_scientific_journal-11304	241	85	0.006977	0.006977	NUM
american_scientific_journal-11304	241	86	)	)	PUNCT
american_scientific_journal-11304	241	87	as	as	ADV
american_scientific_journal-11304	241	88	well	well	ADV
american_scientific_journal-11304	241	89	as	as	ADP
american_scientific_journal-11304	241	90	the	the	DET
american_scientific_journal-11304	241	91	standard	standard	ADJ
american_scientific_journal-11304	241	92	deviation	deviation	NOUN
american_scientific_journal-11304	241	93	(	(	PUNCT
american_scientific_journal-11304	241	94	0.032909	0.032909	NUM
american_scientific_journal-11304	241	95	)	)	PUNCT
american_scientific_journal-11304	241	96	.	.	PUNCT
american_scientific_journal-11304	242	1	it	it	PRON
american_scientific_journal-11304	242	2	can	can	AUX
american_scientific_journal-11304	242	3	also	also	ADV
american_scientific_journal-11304	242	4	be	be	AUX
american_scientific_journal-11304	242	5	seen	see	VERB
american_scientific_journal-11304	242	6	that	that	SCONJ
american_scientific_journal-11304	242	7	the	the	DET
american_scientific_journal-11304	242	8	series	series	NOUN
american_scientific_journal-11304	242	9	presents	present	VERB
american_scientific_journal-11304	242	10	an	an	DET
american_scientific_journal-11304	242	11	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	242	12	with	with	ADP
american_scientific_journal-11304	242	13	a	a	DET
american_scientific_journal-11304	242	14	deviation	deviation	NOUN
american_scientific_journal-11304	242	15	to	to	ADP
american_scientific_journal-11304	242	16	the	the	DET
american_scientific_journal-11304	242	17	right	right	NOUN
american_scientific_journal-11304	242	18	(	(	PUNCT
american_scientific_journal-11304	242	19	the	the	DET
american_scientific_journal-11304	242	20	value	value	NOUN
american_scientific_journal-11304	242	21	of	of	ADP
american_scientific_journal-11304	242	22	the	the	DET
american_scientific_journal-11304	242	23	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	242	24	coefficient	coefficient	NOUN
american_scientific_journal-11304	243	1	[	[	X
american_scientific_journal-11304	243	2	normally	normally	ADV
american_scientific_journal-11304	243	3	for	for	ADP
american_scientific_journal-11304	243	4	arch	arch	ADJ
american_scientific_journal-11304	243	5	processes	process	NOUN
american_scientific_journal-11304	243	6	,	,	PUNCT
american_scientific_journal-11304	243	7	the	the	DET
american_scientific_journal-11304	243	8	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	243	9	coefficient	coefficient	NOUN
american_scientific_journal-11304	243	10	is	be	AUX
american_scientific_journal-11304	243	11	very	very	ADV
american_scientific_journal-11304	243	12	different	different	ADJ
american_scientific_journal-11304	243	13	from	from	ADP
american_scientific_journal-11304	243	14	zero	zero	NUM
american_scientific_journal-11304	243	15	,	,	PUNCT
american_scientific_journal-11304	243	16	suggesting	suggest	VERB
american_scientific_journal-11304	243	17	the	the	DET
american_scientific_journal-11304	243	18	applicability	applicability	NOUN
american_scientific_journal-11304	243	19	of	of	ADP
american_scientific_journal-11304	243	20	these	these	DET
american_scientific_journal-11304	243	21	models	model	NOUN
american_scientific_journal-11304	243	22	to	to	ADP
american_scientific_journal-11304	243	23	series	series	NOUN
american_scientific_journal-11304	243	24	with	with	ADP
american_scientific_journal-11304	243	25	this	this	DET
american_scientific_journal-11304	243	26	behaviour	behaviour	NOUN
american_scientific_journal-11304	243	27	.	.	PUNCT
american_scientific_journal-11304	244	1	in	in	ADP
american_scientific_journal-11304	244	2	the	the	DET
american_scientific_journal-11304	244	3	case	case	NOUN
american_scientific_journal-11304	244	4	of	of	ADP
american_scientific_journal-11304	244	5	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	244	6	being	be	AUX
american_scientific_journal-11304	244	7	null	null	NOUN
american_scientific_journal-11304	244	8	it	it	PRON
american_scientific_journal-11304	244	9	is	be	AUX
american_scientific_journal-11304	244	10	said	say	VERB
american_scientific_journal-11304	244	11	that	that	SCONJ
american_scientific_journal-11304	244	12	the	the	DET
american_scientific_journal-11304	244	13	series	series	NOUN
american_scientific_journal-11304	244	14	follows	follow	VERB
american_scientific_journal-11304	244	15	a	a	DET
american_scientific_journal-11304	244	16	normal	normal	ADJ
american_scientific_journal-11304	244	17	distribution	distribution	NOUN
american_scientific_journal-11304	244	18	.	.	PUNCT
american_scientific_journal-11304	244	19	]	]	PUNCT
american_scientific_journal-11304	244	20	is	be	AUX
american_scientific_journal-11304	244	21	equal	equal	ADJ
american_scientific_journal-11304	244	22	to	to	ADP
american_scientific_journal-11304	244	23	1.371071	1.371071	NUM
american_scientific_journal-11304	244	24	>	>	X
american_scientific_journal-11304	244	25	0	0	NUM
american_scientific_journal-11304	244	26	)	)	PUNCT
american_scientific_journal-11304	244	27	,	,	PUNCT
american_scientific_journal-11304	244	28	which	which	PRON
american_scientific_journal-11304	244	29	reveals	reveal	VERB
american_scientific_journal-11304	244	30	that	that	SCONJ
american_scientific_journal-11304	244	31	it	it	PRON
american_scientific_journal-11304	244	32	is	be	AUX
american_scientific_journal-11304	244	33	not	not	PART
american_scientific_journal-11304	244	34	symmetric	symmetric	ADJ
american_scientific_journal-11304	244	35	as	as	SCONJ
american_scientific_journal-11304	244	36	it	it	PRON
american_scientific_journal-11304	244	37	is	be	AUX
american_scientific_journal-11304	244	38	in	in	ADP
american_scientific_journal-11304	244	39	the	the	DET
american_scientific_journal-11304	244	40	case	case	NOUN
american_scientific_journal-11304	244	41	of	of	ADP
american_scientific_journal-11304	244	42	a	a	DET
american_scientific_journal-11304	244	43	normal	normal	ADJ
american_scientific_journal-11304	244	44	distribution	distribution	NOUN
american_scientific_journal-11304	244	45	.	.	PUNCT
american_scientific_journal-11304	245	1	using	use	VERB
american_scientific_journal-11304	245	2	the	the	DET
american_scientific_journal-11304	245	3	jarque	jarque	NOUN
american_scientific_journal-11304	245	4	–	–	PUNCT
american_scientific_journal-11304	245	5	bera	bera	NOUN
american_scientific_journal-11304	245	6	test	test	NOUN
american_scientific_journal-11304	245	7	,	,	PUNCT
american_scientific_journal-11304	245	8	the	the	DET
american_scientific_journal-11304	245	9	null	null	ADJ
american_scientific_journal-11304	245	10	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	245	11	that	that	PRON
american_scientific_journal-11304	245	12	the	the	DET
american_scientific_journal-11304	245	13	series	series	NOUN
american_scientific_journal-11304	245	14	of	of	ADP
american_scientific_journal-11304	245	15	metical	metical	ADJ
american_scientific_journal-11304	245	16	/	/	SYM
american_scientific_journal-11304	245	17	dollar	dollar	NOUN
american_scientific_journal-11304	245	18	exchange	exchange	NOUN
american_scientific_journal-11304	245	19	rate	rate	NOUN
american_scientific_journal-11304	245	20	returns	return	NOUN
american_scientific_journal-11304	245	21	follows	follow	VERB
american_scientific_journal-11304	245	22	a	a	DET
american_scientific_journal-11304	245	23	normal	normal	ADJ
american_scientific_journal-11304	245	24	distribution	distribution	NOUN
american_scientific_journal-11304	245	25	is	be	AUX
american_scientific_journal-11304	245	26	rejected	reject	VERB
american_scientific_journal-11304	245	27	since	since	SCONJ
american_scientific_journal-11304	245	28	the	the	DET
american_scientific_journal-11304	245	29	jarque	jarque	NOUN
american_scientific_journal-11304	245	30	–	–	PUNCT
american_scientific_journal-11304	245	31	bera	bera	NOUN
american_scientific_journal-11304	245	32	statistic	statistic	NOUN
american_scientific_journal-11304	245	33	is	be	AUX
american_scientific_journal-11304	245	34	155.1859	155.1859	NUM
american_scientific_journal-11304	245	35	and	and	CCONJ
american_scientific_journal-11304	245	36	the	the	DET
american_scientific_journal-11304	245	37	probability	probability	NOUN
american_scientific_journal-11304	245	38	value	value	NOUN
american_scientific_journal-11304	245	39	is	be	AUX
american_scientific_journal-11304	245	40	less	less	ADJ
american_scientific_journal-11304	245	41	than	than	ADP
american_scientific_journal-11304	245	42	0.05	0.05	NUM
american_scientific_journal-11304	245	43	.	.	PUNCT
american_scientific_journal-11304	246	1	in	in	ADP
american_scientific_journal-11304	246	2	relation	relation	NOUN
american_scientific_journal-11304	246	3	to	to	ADP
american_scientific_journal-11304	246	4	the	the	DET
american_scientific_journal-11304	246	5	metical	metical	ADJ
american_scientific_journal-11304	246	6	/	/	SYM
american_scientific_journal-11304	246	7	rand	rand	NOUN
american_scientific_journal-11304	246	8	exchange	exchange	NOUN
american_scientific_journal-11304	246	9	rate	rate	NOUN
american_scientific_journal-11304	246	10	returns	return	NOUN
american_scientific_journal-11304	246	11	,	,	PUNCT
american_scientific_journal-11304	246	12	similar	similar	ADJ
american_scientific_journal-11304	246	13	to	to	ADP
american_scientific_journal-11304	246	14	the	the	DET
american_scientific_journal-11304	246	15	other	other	ADJ
american_scientific_journal-11304	246	16	series	series	NOUN
american_scientific_journal-11304	246	17	,	,	PUNCT
american_scientific_journal-11304	246	18	there	there	PRON
american_scientific_journal-11304	246	19	is	be	VERB
american_scientific_journal-11304	246	20	an	an	DET
american_scientific_journal-11304	246	21	average	average	ADJ
american_scientific_journal-11304	246	22	close	close	ADJ
american_scientific_journal-11304	246	23	to	to	ADP
american_scientific_journal-11304	246	24	zero	zero	NUM
american_scientific_journal-11304	246	25	(	(	PUNCT
american_scientific_journal-11304	246	26	0.022221	0.022221	NUM
american_scientific_journal-11304	246	27	)	)	PUNCT
american_scientific_journal-11304	246	28	as	as	ADV
american_scientific_journal-11304	246	29	well	well	ADV
american_scientific_journal-11304	246	30	as	as	ADP
american_scientific_journal-11304	246	31	the	the	DET
american_scientific_journal-11304	246	32	standard	standard	ADJ
american_scientific_journal-11304	246	33	deviation	deviation	NOUN
american_scientific_journal-11304	246	34	(	(	PUNCT
american_scientific_journal-11304	246	35	0.046701	0.046701	NUM
american_scientific_journal-11304	246	36	)	)	PUNCT
american_scientific_journal-11304	246	37	.	.	PUNCT
american_scientific_journal-11304	247	1	the	the	DET
american_scientific_journal-11304	247	2	series	series	NOUN
american_scientific_journal-11304	247	3	presents	present	VERB
american_scientific_journal-11304	247	4	a	a	DET
american_scientific_journal-11304	247	5	slight	slight	ADJ
american_scientific_journal-11304	247	6	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	247	7	with	with	ADP
american_scientific_journal-11304	247	8	a	a	DET
american_scientific_journal-11304	247	9	deviation	deviation	NOUN
american_scientific_journal-11304	247	10	to	to	ADP
american_scientific_journal-11304	247	11	the	the	DET
american_scientific_journal-11304	247	12	right	right	NOUN
american_scientific_journal-11304	247	13	(	(	PUNCT
american_scientific_journal-11304	247	14	the	the	DET
american_scientific_journal-11304	247	15	value	value	NOUN
american_scientific_journal-11304	247	16	of	of	ADP
american_scientific_journal-11304	247	17	the	the	DET
american_scientific_journal-11304	247	18	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	247	19	coefficient	coefficient	NOUN
american_scientific_journal-11304	247	20	is	be	AUX
american_scientific_journal-11304	247	21	equal	equal	ADJ
american_scientific_journal-11304	247	22	to	to	ADP
american_scientific_journal-11304	247	23	0.234986	0.234986	NUM
american_scientific_journal-11304	247	24	>	>	X
american_scientific_journal-11304	247	25	0	0	NUM
american_scientific_journal-11304	247	26	)	)	PUNCT
american_scientific_journal-11304	247	27	,	,	PUNCT
american_scientific_journal-11304	247	28	which	which	PRON
american_scientific_journal-11304	247	29	reveals	reveal	VERB
american_scientific_journal-11304	247	30	that	that	SCONJ
american_scientific_journal-11304	247	31	it	it	PRON
american_scientific_journal-11304	247	32	is	be	AUX
american_scientific_journal-11304	247	33	not	not	PART
american_scientific_journal-11304	247	34	symmetric	symmetric	ADJ
american_scientific_journal-11304	247	35	as	as	SCONJ
american_scientific_journal-11304	247	36	it	it	PRON
american_scientific_journal-11304	247	37	is	be	AUX
american_scientific_journal-11304	247	38	in	in	ADP
american_scientific_journal-11304	247	39	the	the	DET
american_scientific_journal-11304	247	40	case	case	NOUN
american_scientific_journal-11304	247	41	of	of	ADP
american_scientific_journal-11304	247	42	a	a	DET
american_scientific_journal-11304	247	43	normal	normal	ADJ
american_scientific_journal-11304	247	44	distribution	distribution	NOUN
american_scientific_journal-11304	247	45	.	.	PUNCT
american_scientific_journal-11304	248	1	using	use	VERB
american_scientific_journal-11304	248	2	the	the	DET
american_scientific_journal-11304	248	3	jarque	jarque	NOUN
american_scientific_journal-11304	248	4	–	–	PUNCT
american_scientific_journal-11304	248	5	bera	bera	NOUN
american_scientific_journal-11304	248	6	test	test	NOUN
american_scientific_journal-11304	248	7	,	,	PUNCT
american_scientific_journal-11304	248	8	the	the	DET
american_scientific_journal-11304	248	9	null	null	ADJ
american_scientific_journal-11304	248	10	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	248	11	that	that	PRON
american_scientific_journal-11304	248	12	the	the	DET
american_scientific_journal-11304	248	13	series	series	NOUN
american_scientific_journal-11304	248	14	of	of	ADP
american_scientific_journal-11304	248	15	metical	metical	ADJ
american_scientific_journal-11304	248	16	/	/	SYM
american_scientific_journal-11304	248	17	rand	rand	NOUN
american_scientific_journal-11304	248	18	exchange	exchange	NOUN
american_scientific_journal-11304	248	19	rate	rate	NOUN
american_scientific_journal-11304	248	20	returns	return	NOUN
american_scientific_journal-11304	248	21	follows	follow	VERB
american_scientific_journal-11304	248	22	a	a	DET
american_scientific_journal-11304	248	23	normal	normal	ADJ
american_scientific_journal-11304	248	24	distribution	distribution	NOUN
american_scientific_journal-11304	248	25	is	be	AUX
american_scientific_journal-11304	248	26	rejected	reject	VERB
american_scientific_journal-11304	248	27	since	since	SCONJ
american_scientific_journal-11304	248	28	the	the	DET
american_scientific_journal-11304	248	29	jarque	jarque	NOUN
american_scientific_journal-11304	248	30	–	–	PUNCT
american_scientific_journal-11304	248	31	bera	bera	NOUN
american_scientific_journal-11304	248	32	statistic	statistic	NOUN
american_scientific_journal-11304	248	33	is	be	AUX
american_scientific_journal-11304	248	34	22.01790	22.01790	NUM
american_scientific_journal-11304	248	35	and	and	CCONJ
american_scientific_journal-11304	248	36	the	the	DET
american_scientific_journal-11304	248	37	probability	probability	NOUN
american_scientific_journal-11304	248	38	value	value	NOUN
american_scientific_journal-11304	248	39	is	be	AUX
american_scientific_journal-11304	248	40	less	less	ADJ
american_scientific_journal-11304	248	41	than	than	ADP
american_scientific_journal-11304	248	42	0.05	0.05	NUM
american_scientific_journal-11304	248	43	.	.	PUNCT
american_scientific_journal-11304	249	1	4.1.2	4.1.2	NUM
american_scientific_journal-11304	249	2	.	.	PUNCT
american_scientific_journal-11304	249	3	empirical	empirical	ADJ
american_scientific_journal-11304	249	4	results	result	NOUN
american_scientific_journal-11304	249	5	stationarity	stationarity	NOUN
american_scientific_journal-11304	249	6	test	test	NOUN
american_scientific_journal-11304	249	7	tables	table	NOUN
american_scientific_journal-11304	249	8	2	2	NUM
american_scientific_journal-11304	249	9	and	and	CCONJ
american_scientific_journal-11304	249	10	3	3	NUM
american_scientific_journal-11304	249	11	present	present	VERB
american_scientific_journal-11304	249	12	the	the	DET
american_scientific_journal-11304	249	13	unit	unit	NOUN
american_scientific_journal-11304	249	14	root	root	NOUN
american_scientific_journal-11304	249	15	test	test	NOUN
american_scientific_journal-11304	249	16	for	for	ADP
american_scientific_journal-11304	249	17	each	each	PRON
american_scientific_journal-11304	249	18	of	of	ADP
american_scientific_journal-11304	249	19	the	the	DET
american_scientific_journal-11304	249	20	return	return	NOUN
american_scientific_journal-11304	249	21	series	series	NOUN
american_scientific_journal-11304	249	22	.	.	PUNCT
american_scientific_journal-11304	250	1	the	the	DET
american_scientific_journal-11304	250	2	augmented	augment	VERB
american_scientific_journal-11304	250	3	dickey	dickey	PROPN
american_scientific_journal-11304	250	4	fuller	fuller	PROPN
american_scientific_journal-11304	250	5	statistics	statistic	NOUN
american_scientific_journal-11304	250	6	indicate	indicate	VERB
american_scientific_journal-11304	250	7	values	value	NOUN
american_scientific_journal-11304	250	8	of	of	ADP
american_scientific_journal-11304	250	9	-5.649	-5.649	PUNCT
american_scientific_journal-11304	250	10	and	and	CCONJ
american_scientific_journal-11304	250	11	-7.016	-7.016	PROPN
american_scientific_journal-11304	250	12	for	for	ADP
american_scientific_journal-11304	250	13	metical	metical	ADJ
american_scientific_journal-11304	250	14	/	/	SYM
american_scientific_journal-11304	250	15	dollar	dollar	NOUN
american_scientific_journal-11304	250	16	and	and	CCONJ
american_scientific_journal-11304	250	17	metical	metical	ADJ
american_scientific_journal-11304	250	18	/	/	SYM
american_scientific_journal-11304	250	19	rand	rand	NOUN
american_scientific_journal-11304	250	20	respectively	respectively	ADV
american_scientific_journal-11304	250	21	,	,	PUNCT
american_scientific_journal-11304	250	22	and	and	CCONJ
american_scientific_journal-11304	250	23	these	these	DET
american_scientific_journal-11304	250	24	values	value	NOUN
american_scientific_journal-11304	250	25	are	be	AUX
american_scientific_journal-11304	250	26	higher	high	ADJ
american_scientific_journal-11304	250	27	in	in	ADP
american_scientific_journal-11304	250	28	modulus	modulus	NOUN
american_scientific_journal-11304	250	29	than	than	ADP
american_scientific_journal-11304	250	30	the	the	DET
american_scientific_journal-11304	250	31	critical	critical	ADJ
american_scientific_journal-11304	250	32	values	value	NOUN
american_scientific_journal-11304	250	33	for	for	ADP
american_scientific_journal-11304	250	34	all	all	DET
american_scientific_journal-11304	250	35	significance	significance	NOUN
american_scientific_journal-11304	250	36	levels	level	NOUN
american_scientific_journal-11304	250	37	,	,	PUNCT
american_scientific_journal-11304	250	38	this	this	PRON
american_scientific_journal-11304	250	39	means	mean	VERB
american_scientific_journal-11304	250	40	that	that	SCONJ
american_scientific_journal-11304	250	41	the	the	DET
american_scientific_journal-11304	250	42	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	250	43	is	be	AUX
american_scientific_journal-11304	250	44	rejected	reject	VERB
american_scientific_journal-11304	250	45	null	null	NOUN
american_scientific_journal-11304	250	46	that	that	SCONJ
american_scientific_journal-11304	250	47	the	the	DET
american_scientific_journal-11304	250	48	series	series	NOUN
american_scientific_journal-11304	250	49	have	have	VERB
american_scientific_journal-11304	250	50	a	a	DET
american_scientific_journal-11304	250	51	unit	unit	NOUN
american_scientific_journal-11304	250	52	root	root	NOUN
american_scientific_journal-11304	250	53	,	,	PUNCT
american_scientific_journal-11304	250	54	that	that	ADV
american_scientific_journal-11304	250	55	is	is	ADV
american_scientific_journal-11304	250	56	,	,	PUNCT
american_scientific_journal-11304	250	57	the	the	DET
american_scientific_journal-11304	250	58	metical	metical	ADJ
american_scientific_journal-11304	250	59	/	/	SYM
american_scientific_journal-11304	250	60	dollar	dollar	NOUN
american_scientific_journal-11304	250	61	and	and	CCONJ
american_scientific_journal-11304	250	62	metical	metical	ADJ
american_scientific_journal-11304	250	63	/	/	SYM
american_scientific_journal-11304	250	64	dollar	dollar	NOUN
american_scientific_journal-11304	250	65	exchange	exchange	NOUN
american_scientific_journal-11304	250	66	rate	rate	NOUN
american_scientific_journal-11304	250	67	return	return	NOUN
american_scientific_journal-11304	250	68	series	series	NOUN
american_scientific_journal-11304	250	69	are	be	AUX
american_scientific_journal-11304	250	70	stationary	stationary	ADJ
american_scientific_journal-11304	250	71	.	.	PUNCT
american_scientific_journal-11304	251	1	retornos	retornos	PROPN
american_scientific_journal-11304	251	2	de	de	ADP
american_scientific_journal-11304	251	3	câmbio	câmbio	PROPN
american_scientific_journal-11304	251	4	metical	metical	ADJ
american_scientific_journal-11304	251	5	/	/	SYM
american_scientific_journal-11304	251	6	dólar	dólar	X
american_scientific_journal-11304	251	7	figura	figura	X
american_scientific_journal-11304	251	8	3a.retornos	3a.retornos	PROPN
american_scientific_journal-11304	251	9	de	de	PROPN
american_scientific_journal-11304	251	10	taxas	taxas	PROPN
american_scientific_journal-11304	251	11	câmbio	câmbio	PROPN
american_scientific_journal-11304	251	12	metical	metical	ADJ
american_scientific_journal-11304	251	13	/	/	SYM
american_scientific_journal-11304	251	14	dólar	dólar	ADJ
american_scientific_journal-11304	251	15	-0.10	-0.10	X
american_scientific_journal-11304	251	16	-0.05	-0.05	NUM
american_scientific_journal-11304	251	17	0.00	0.00	NUM
american_scientific_journal-11304	251	18	0.05	0.05	NUM
american_scientific_journal-11304	251	19	0.10	0.10	NUM
american_scientific_journal-11304	251	20	0.15	0.15	NUM
american_scientific_journal-11304	251	21	0.20	0.20	NUM
american_scientific_journal-11304	251	22	0	0	NUM
american_scientific_journal-11304	251	23	10	10	NUM
american_scientific_journal-11304	251	24	20	20	NUM
american_scientific_journal-11304	251	25	30	30	NUM
american_scientific_journal-11304	251	26	40	40	NUM
american_scientific_journal-11304	251	27	50	50	NUM
american_scientific_journal-11304	251	28	retornos	retorno	NOUN
american_scientific_journal-11304	251	29	de	de	ADP
american_scientific_journal-11304	251	30	câmbio	câmbio	PROPN
american_scientific_journal-11304	251	31	metical	metical	ADJ
american_scientific_journal-11304	251	32	/	/	SYM
american_scientific_journal-11304	251	33	rand	rand	NOUN
american_scientific_journal-11304	251	34	figura	figura	X
american_scientific_journal-11304	251	35	3b.retornos	3b.retornos	PROPN
american_scientific_journal-11304	251	36	de	de	PROPN
american_scientific_journal-11304	251	37	taxas	taxas	PROPN
american_scientific_journal-11304	251	38	câmbio	câmbio	PROPN
american_scientific_journal-11304	251	39	metical	metical	PROPN
american_scientific_journal-11304	251	40	/	/	SYM
american_scientific_journal-11304	251	41	rand	rand	NOUN
american_scientific_journal-11304	251	42	-0.20	-0.20	X
american_scientific_journal-11304	251	43	-0.15	-0.15	NUM
american_scientific_journal-11304	251	44	-0.10	-0.10	NUM
american_scientific_journal-11304	251	45	-0.05	-0.05	NUM
american_scientific_journal-11304	251	46	0.00	0.00	NUM
american_scientific_journal-11304	251	47	0.05	0.05	NUM
american_scientific_journal-11304	251	48	0.10	0.10	NUM
american_scientific_journal-11304	251	49	0.15	0.15	NUM
american_scientific_journal-11304	251	50	0	0	NUM
american_scientific_journal-11304	251	51	10	10	NUM
american_scientific_journal-11304	251	52	20	20	NUM
american_scientific_journal-11304	251	53	30	30	NUM
american_scientific_journal-11304	251	54	40	40	NUM
american_scientific_journal-11304	251	55	american	american	ADJ
american_scientific_journal-11304	251	56	academic	academic	ADJ
american_scientific_journal-11304	251	57	scientific	scientific	ADJ
american_scientific_journal-11304	251	58	research	research	NOUN
american_scientific_journal-11304	251	59	journal	journal	NOUN
american_scientific_journal-11304	251	60	for	for	ADP
american_scientific_journal-11304	251	61	engineering	engineering	NOUN
american_scientific_journal-11304	251	62	,	,	PUNCT
american_scientific_journal-11304	251	63	technology	technology	NOUN
american_scientific_journal-11304	251	64	,	,	PUNCT
american_scientific_journal-11304	251	65	and	and	CCONJ
american_scientific_journal-11304	251	66	sciences	science	NOUN
american_scientific_journal-11304	251	67	(	(	PUNCT
american_scientific_journal-11304	251	68	asrjets	asrjet	NOUN
american_scientific_journal-11304	251	69	)	)	PUNCT
american_scientific_journal-11304	251	70	volume	volume	NOUN
american_scientific_journal-11304	251	71	101	101	NUM
american_scientific_journal-11304	251	72	,	,	PUNCT
american_scientific_journal-11304	251	73	no	no	DET
american_scientific_journal-11304	251	74	1	1	NUM
american_scientific_journal-11304	251	75	,	,	PUNCT
american_scientific_journal-11304	251	76	pp	pp	ADV
american_scientific_journal-11304	251	77	43	43	NUM
american_scientific_journal-11304	251	78	-	-	SYM
american_scientific_journal-11304	251	79	70	70	NUM
american_scientific_journal-11304	251	80	57	57	NUM
american_scientific_journal-11304	251	81	table	table	NOUN
american_scientific_journal-11304	251	82	2	2	NUM
american_scientific_journal-11304	251	83	:	:	PUNCT
american_scientific_journal-11304	251	84	adf	adf	PROPN
american_scientific_journal-11304	251	85	unit	unit	NOUN
american_scientific_journal-11304	251	86	root	root	PROPN
american_scientific_journal-11304	251	87	test	test	NOUN
american_scientific_journal-11304	251	88	for	for	ADP
american_scientific_journal-11304	251	89	metical	metical	ADJ
american_scientific_journal-11304	251	90	/	/	SYM
american_scientific_journal-11304	251	91	dollar	dollar	NOUN
american_scientific_journal-11304	251	92	exchange	exchange	NOUN
american_scientific_journal-11304	251	93	rate	rate	NOUN
american_scientific_journal-11304	251	94	returns	return	NOUN
american_scientific_journal-11304	251	95	null	null	ADJ
american_scientific_journal-11304	251	96	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	251	97	:	:	PUNCT
american_scientific_journal-11304	251	98	the	the	DET
american_scientific_journal-11304	251	99	series	series	NOUN
american_scientific_journal-11304	251	100	of	of	ADP
american_scientific_journal-11304	251	101	metical	metical	ADJ
american_scientific_journal-11304	251	102	/	/	SYM
american_scientific_journal-11304	251	103	dollar	dollar	NOUN
american_scientific_journal-11304	251	104	exchange	exchange	NOUN
american_scientific_journal-11304	251	105	rate	rate	NOUN
american_scientific_journal-11304	251	106	returns	return	NOUN
american_scientific_journal-11304	251	107	has	have	VERB
american_scientific_journal-11304	251	108	a	a	DET
american_scientific_journal-11304	251	109	unit	unit	NOUN
american_scientific_journal-11304	251	110	root	root	NOUN
american_scientific_journal-11304	251	111	statistic	statistic	PROPN
american_scientific_journal-11304	251	112	prob	prob	PROPN
american_scientific_journal-11304	251	113	.	.	PUNCT
american_scientific_journal-11304	252	1	augmented	augment	VERB
american_scientific_journal-11304	252	2	dickey	dickey	PROPN
american_scientific_journal-11304	252	3	fuller	full	ADJ
american_scientific_journal-11304	252	4	statistical	statistical	ADJ
american_scientific_journal-11304	252	5	test	test	NOUN
american_scientific_journal-11304	252	6	-5,649	-5,649	NOUN
american_scientific_journal-11304	252	7	0,000	0,000	NUM
american_scientific_journal-11304	252	8	critical	critical	ADJ
american_scientific_journal-11304	252	9	values	value	NOUN
american_scientific_journal-11304	252	10	1	1	NUM
american_scientific_journal-11304	252	11	%	%	NOUN
american_scientific_journal-11304	252	12	-2,504	-2,504	ADP
american_scientific_journal-11304	252	13	5	5	NUM
american_scientific_journal-11304	252	14	%	%	NOUN
american_scientific_journal-11304	252	15	-2,889	-2,889	ADJ
american_scientific_journal-11304	252	16	10	10	NUM
american_scientific_journal-11304	252	17	%	%	NOUN
american_scientific_journal-11304	252	18	-2,579	-2,579	PROPN
american_scientific_journal-11304	252	19	source	source	NOUN
american_scientific_journal-11304	252	20	:	:	PUNCT
american_scientific_journal-11304	252	21	authors	author	NOUN
american_scientific_journal-11304	252	22	,	,	PUNCT
american_scientific_journal-11304	252	23	processed	process	VERB
american_scientific_journal-11304	252	24	in	in	ADP
american_scientific_journal-11304	252	25	stata.14	stata.14	NOUN
american_scientific_journal-11304	252	26	table	table	NOUN
american_scientific_journal-11304	252	27	3	3	NUM
american_scientific_journal-11304	252	28	:	:	PUNCT
american_scientific_journal-11304	252	29	adf	adf	PROPN
american_scientific_journal-11304	252	30	unit	unit	NOUN
american_scientific_journal-11304	252	31	root	root	PROPN
american_scientific_journal-11304	252	32	test	test	NOUN
american_scientific_journal-11304	252	33	for	for	ADP
american_scientific_journal-11304	252	34	metical	metical	ADJ
american_scientific_journal-11304	252	35	/	/	SYM
american_scientific_journal-11304	252	36	rand	rand	NOUN
american_scientific_journal-11304	252	37	exchange	exchange	NOUN
american_scientific_journal-11304	252	38	rate	rate	NOUN
american_scientific_journal-11304	252	39	returns	return	NOUN
american_scientific_journal-11304	252	40	null	null	ADJ
american_scientific_journal-11304	252	41	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	252	42	:	:	PUNCT
american_scientific_journal-11304	252	43	the	the	DET
american_scientific_journal-11304	252	44	series	series	NOUN
american_scientific_journal-11304	252	45	of	of	ADP
american_scientific_journal-11304	252	46	metical	metical	ADJ
american_scientific_journal-11304	252	47	/	/	SYM
american_scientific_journal-11304	252	48	rand	rand	NOUN
american_scientific_journal-11304	252	49	exchange	exchange	NOUN
american_scientific_journal-11304	252	50	rate	rate	NOUN
american_scientific_journal-11304	252	51	returns	return	NOUN
american_scientific_journal-11304	252	52	has	have	VERB
american_scientific_journal-11304	252	53	a	a	DET
american_scientific_journal-11304	252	54	unit	unit	NOUN
american_scientific_journal-11304	252	55	root	root	NOUN
american_scientific_journal-11304	252	56	statistic	statistic	PROPN
american_scientific_journal-11304	252	57	prob	prob	PROPN
american_scientific_journal-11304	252	58	.	.	PUNCT
american_scientific_journal-11304	253	1	augmented	augment	VERB
american_scientific_journal-11304	253	2	dickey	dickey	PROPN
american_scientific_journal-11304	253	3	fuller	full	ADJ
american_scientific_journal-11304	253	4	statistical	statistical	ADJ
american_scientific_journal-11304	253	5	test	test	NOUN
american_scientific_journal-11304	253	6	-7,016	-7,016	PROPN
american_scientific_journal-11304	253	7	0,000	0,000	NUM
american_scientific_journal-11304	253	8	critical	critical	ADJ
american_scientific_journal-11304	253	9	values	value	NOUN
american_scientific_journal-11304	253	10	1	1	NUM
american_scientific_journal-11304	253	11	%	%	NOUN
american_scientific_journal-11304	253	12	-3,504	-3,504	NUM
american_scientific_journal-11304	253	13	5	5	NUM
american_scientific_journal-11304	253	14	%	%	NOUN
american_scientific_journal-11304	253	15	-2,889	-2,889	ADJ
american_scientific_journal-11304	253	16	10	10	NUM
american_scientific_journal-11304	253	17	%	%	NOUN
american_scientific_journal-11304	253	18	-2,579	-2,579	PROPN
american_scientific_journal-11304	253	19	source	source	NOUN
american_scientific_journal-11304	253	20	:	:	PUNCT
american_scientific_journal-11304	253	21	authors	author	NOUN
american_scientific_journal-11304	253	22	,	,	PUNCT
american_scientific_journal-11304	253	23	processed	process	VERB
american_scientific_journal-11304	253	24	in	in	ADP
american_scientific_journal-11304	253	25	stata.14	stata.14	PROPN
american_scientific_journal-11304	253	26	4.1.2.1	4.1.2.1	NUM
american_scientific_journal-11304	253	27	model	model	NOUN
american_scientific_journal-11304	253	28	estimation	estimation	PROPN
american_scientific_journal-11304	253	29	arma	arma	PROPN
american_scientific_journal-11304	253	30	model	model	NOUN
american_scientific_journal-11304	253	31	based	base	VERB
american_scientific_journal-11304	253	32	on	on	ADP
american_scientific_journal-11304	253	33	figures	figure	NOUN
american_scientific_journal-11304	253	34	4	4	NUM
american_scientific_journal-11304	253	35	and	and	CCONJ
american_scientific_journal-11304	253	36	5	5	NUM
american_scientific_journal-11304	253	37	,	,	PUNCT
american_scientific_journal-11304	253	38	when	when	SCONJ
american_scientific_journal-11304	253	39	analysing	analyse	VERB
american_scientific_journal-11304	253	40	the	the	DET
american_scientific_journal-11304	253	41	auto	auto	NOUN
american_scientific_journal-11304	253	42	-	-	PUNCT
american_scientific_journal-11304	253	43	correlation	correlation	NOUN
american_scientific_journal-11304	253	44	function	function	NOUN
american_scientific_journal-11304	253	45	(	(	PUNCT
american_scientific_journal-11304	253	46	fac	fac	PROPN
american_scientific_journal-11304	253	47	)	)	PUNCT
american_scientific_journal-11304	253	48	and	and	CCONJ
american_scientific_journal-11304	253	49	the	the	DET
american_scientific_journal-11304	253	50	partial	partial	ADJ
american_scientific_journal-11304	253	51	auto	auto	NOUN
american_scientific_journal-11304	253	52	-	-	PUNCT
american_scientific_journal-11304	253	53	correlation	correlation	NOUN
american_scientific_journal-11304	253	54	function	function	NOUN
american_scientific_journal-11304	253	55	(	(	PUNCT
american_scientific_journal-11304	253	56	facp	facp	NOUN
american_scientific_journal-11304	253	57	)	)	PUNCT
american_scientific_journal-11304	253	58	of	of	ADP
american_scientific_journal-11304	253	59	each	each	PRON
american_scientific_journal-11304	253	60	of	of	ADP
american_scientific_journal-11304	253	61	the	the	DET
american_scientific_journal-11304	253	62	metical	metical	ADJ
american_scientific_journal-11304	253	63	/	/	SYM
american_scientific_journal-11304	253	64	dollar	dollar	NOUN
american_scientific_journal-11304	253	65	and	and	CCONJ
american_scientific_journal-11304	253	66	metical	metical	ADJ
american_scientific_journal-11304	253	67	/	/	SYM
american_scientific_journal-11304	253	68	rand	rand	NOUN
american_scientific_journal-11304	253	69	exchange	exchange	NOUN
american_scientific_journal-11304	253	70	rate	rate	NOUN
american_scientific_journal-11304	253	71	return	return	NOUN
american_scientific_journal-11304	253	72	series	series	NOUN
american_scientific_journal-11304	253	73	,	,	PUNCT
american_scientific_journal-11304	253	74	one	one	PRON
american_scientific_journal-11304	253	75	can	can	AUX
american_scientific_journal-11304	253	76	verify	verify	VERB
american_scientific_journal-11304	253	77	that	that	SCONJ
american_scientific_journal-11304	253	78	the	the	DET
american_scientific_journal-11304	253	79	patterns	pattern	NOUN
american_scientific_journal-11304	253	80	of	of	ADP
american_scientific_journal-11304	253	81	these	these	PRON
american_scientific_journal-11304	253	82	are	be	AUX
american_scientific_journal-11304	253	83	similar	similar	ADJ
american_scientific_journal-11304	253	84	.	.	PUNCT
american_scientific_journal-11304	254	1	for	for	ADP
american_scientific_journal-11304	254	2	metical	metical	ADJ
american_scientific_journal-11304	254	3	/	/	SYM
american_scientific_journal-11304	254	4	dollar	dollar	NOUN
american_scientific_journal-11304	254	5	exchange	exchange	NOUN
american_scientific_journal-11304	254	6	returns	return	NOUN
american_scientific_journal-11304	254	7	,	,	PUNCT
american_scientific_journal-11304	254	8	the	the	DET
american_scientific_journal-11304	254	9	autocorrelation	autocorrelation	NOUN
american_scientific_journal-11304	254	10	functions	function	NOUN
american_scientific_journal-11304	254	11	up	up	ADP
american_scientific_journal-11304	254	12	to	to	PART
american_scientific_journal-11304	254	13	lag	lag	VERB
american_scientific_journal-11304	254	14	4	4	NUM
american_scientific_journal-11304	254	15	appear	appear	VERB
american_scientific_journal-11304	254	16	to	to	PART
american_scientific_journal-11304	254	17	be	be	AUX
american_scientific_journal-11304	254	18	quite	quite	ADV
american_scientific_journal-11304	254	19	different	different	ADJ
american_scientific_journal-11304	254	20	from	from	ADP
american_scientific_journal-11304	254	21	zero	zero	NUM
american_scientific_journal-11304	254	22	in	in	ADP
american_scientific_journal-11304	254	23	statistical	statistical	ADJ
american_scientific_journal-11304	254	24	terms	term	NOUN
american_scientific_journal-11304	254	25	,	,	PUNCT
american_scientific_journal-11304	254	26	but	but	CCONJ
american_scientific_journal-11304	254	27	all	all	DET
american_scientific_journal-11304	254	28	other	other	ADJ
american_scientific_journal-11304	254	29	lags	lag	NOUN
american_scientific_journal-11304	254	30	appear	appear	VERB
american_scientific_journal-11304	254	31	to	to	PART
american_scientific_journal-11304	254	32	be	be	AUX
american_scientific_journal-11304	254	33	not	not	PART
american_scientific_journal-11304	254	34	different	different	ADJ
american_scientific_journal-11304	254	35	from	from	ADP
american_scientific_journal-11304	254	36	zero	zero	NUM
american_scientific_journal-11304	254	37	and	and	CCONJ
american_scientific_journal-11304	254	38	in	in	ADP
american_scientific_journal-11304	254	39	the	the	DET
american_scientific_journal-11304	254	40	partial	partial	ADJ
american_scientific_journal-11304	254	41	autocorrelation	autocorrelation	NOUN
american_scientific_journal-11304	254	42	function	function	NOUN
american_scientific_journal-11304	254	43	they	they	PRON
american_scientific_journal-11304	254	44	appear	appear	VERB
american_scientific_journal-11304	254	45	to	to	PART
american_scientific_journal-11304	254	46	be	be	AUX
american_scientific_journal-11304	254	47	only	only	ADV
american_scientific_journal-11304	254	48	lags	lag	NOUN
american_scientific_journal-11304	254	49	1	1	NUM
american_scientific_journal-11304	254	50	and	and	CCONJ
american_scientific_journal-11304	254	51	3	3	NUM
american_scientific_journal-11304	254	52	are	be	AUX
american_scientific_journal-11304	254	53	significant	significant	ADJ
american_scientific_journal-11304	254	54	.	.	PUNCT
american_scientific_journal-11304	255	1	for	for	ADP
american_scientific_journal-11304	255	2	metical	metical	ADJ
american_scientific_journal-11304	255	3	/	/	SYM
american_scientific_journal-11304	255	4	rand	rand	NOUN
american_scientific_journal-11304	255	5	exchange	exchange	NOUN
american_scientific_journal-11304	255	6	returns	return	NOUN
american_scientific_journal-11304	255	7	,	,	PUNCT
american_scientific_journal-11304	255	8	only	only	ADV
american_scientific_journal-11304	255	9	the	the	DET
american_scientific_journal-11304	255	10	first	first	ADJ
american_scientific_journal-11304	255	11	lag	lag	NOUN
american_scientific_journal-11304	255	12	is	be	AUX
american_scientific_journal-11304	255	13	significant	significant	ADJ
american_scientific_journal-11304	255	14	for	for	ADP
american_scientific_journal-11304	255	15	both	both	CCONJ
american_scientific_journal-11304	255	16	fac	fac	PROPN
american_scientific_journal-11304	255	17	and	and	CCONJ
american_scientific_journal-11304	255	18	facp	facp	PROPN
american_scientific_journal-11304	255	19	.	.	PUNCT
american_scientific_journal-11304	256	1	therefore	therefore	ADV
american_scientific_journal-11304	256	2	,	,	PUNCT
american_scientific_journal-11304	256	3	different	different	ADJ
american_scientific_journal-11304	256	4	arma	arma	NOUN
american_scientific_journal-11304	256	5	models	model	NOUN
american_scientific_journal-11304	256	6	were	be	AUX
american_scientific_journal-11304	256	7	tested	test	VERB
american_scientific_journal-11304	256	8	based	base	VERB
american_scientific_journal-11304	256	9	on	on	ADP
american_scientific_journal-11304	256	10	significant	significant	ADJ
american_scientific_journal-11304	256	11	lags	lag	NOUN
american_scientific_journal-11304	256	12	of	of	ADP
american_scientific_journal-11304	256	13	fac	fac	PROPN
american_scientific_journal-11304	256	14	and	and	CCONJ
american_scientific_journal-11304	256	15	facp	facp	NOUN
american_scientific_journal-11304	256	16	in	in	ADP
american_scientific_journal-11304	256	17	order	order	NOUN
american_scientific_journal-11304	256	18	to	to	PART
american_scientific_journal-11304	256	19	find	find	VERB
american_scientific_journal-11304	256	20	in	in	ADP
american_scientific_journal-11304	256	21	each	each	DET
american_scientific_journal-11304	256	22	series	series	NOUN
american_scientific_journal-11304	256	23	of	of	ADP
american_scientific_journal-11304	256	24	returns	return	NOUN
american_scientific_journal-11304	256	25	the	the	DET
american_scientific_journal-11304	256	26	model	model	NOUN
american_scientific_journal-11304	256	27	that	that	PRON
american_scientific_journal-11304	256	28	better	well	ADV
american_scientific_journal-11304	256	29	describes	describe	VERB
american_scientific_journal-11304	256	30	the	the	DET
american_scientific_journal-11304	256	31	average	average	ADJ
american_scientific_journal-11304	256	32	equation	equation	NOUN
american_scientific_journal-11304	256	33	,	,	PUNCT
american_scientific_journal-11304	256	34	for	for	ADP
american_scientific_journal-11304	256	35	this	this	PRON
american_scientific_journal-11304	256	36	we	we	PRON
american_scientific_journal-11304	256	37	will	will	AUX
american_scientific_journal-11304	256	38	assume	assume	VERB
american_scientific_journal-11304	256	39	that	that	SCONJ
american_scientific_journal-11304	256	40	the	the	DET
american_scientific_journal-11304	256	41	process	process	NOUN
american_scientific_journal-11304	256	42	generated	generate	VERB
american_scientific_journal-11304	256	43	series	series	NOUN
american_scientific_journal-11304	256	44	of	of	ADP
american_scientific_journal-11304	256	45	return	return	NOUN
american_scientific_journal-11304	256	46	for	for	ADP
american_scientific_journal-11304	256	47	both	both	CCONJ
american_scientific_journal-11304	256	48	metical	metical	ADJ
american_scientific_journal-11304	256	49	/	/	SYM
american_scientific_journal-11304	256	50	dollar	dollar	NOUN
american_scientific_journal-11304	256	51	exchange	exchange	NOUN
american_scientific_journal-11304	256	52	rate	rate	NOUN
american_scientific_journal-11304	256	53	and	and	CCONJ
american_scientific_journal-11304	256	54	metical	metical	ADJ
american_scientific_journal-11304	256	55	/	/	SYM
american_scientific_journal-11304	256	56	rand	rand	NOUN
american_scientific_journal-11304	256	57	exchange	exchange	NOUN
american_scientific_journal-11304	256	58	rate	rate	NOUN
american_scientific_journal-11304	256	59	is	be	AUX
american_scientific_journal-11304	256	60	ar	ar	NOUN
american_scientific_journal-11304	256	61	(	(	PUNCT
american_scientific_journal-11304	256	62	1	1	NUM
american_scientific_journal-11304	256	63	)	)	PUNCT
american_scientific_journal-11304	256	64	.	.	PUNCT
american_scientific_journal-11304	257	1	dosa	dosa	PROPN
american_scientific_journal-11304	257	2	a	a	DET
american_scientific_journal-11304	257	3	de	de	X
american_scientific_journal-11304	257	4	acordo	acordo	PROPN
american_scientific_journal-11304	257	5	com	com	NOUN
american_scientific_journal-11304	257	6	morettin	morettin	PROPN
american_scientific_journal-11304	257	7	e	e	PROPN
american_scientific_journal-11304	257	8	toloi	toloi	NOUN
american_scientific_journal-11304	257	9	(	(	PUNCT
american_scientific_journal-11304	257	10	2006	2006	NUM
american_scientific_journal-11304	257	11	)	)	PUNCT
american_scientific_journal-11304	257	12	,	,	PUNCT
american_scientific_journal-11304	257	13	dada	dada	PROPN
american_scientific_journal-11304	257	14	a	a	DET
american_scientific_journal-11304	257	15	forma	forma	NOUN
american_scientific_journal-11304	257	16	complicada	complicada	PROPN
american_scientific_journal-11304	257	17	da	da	PROPN
american_scientific_journal-11304	257	18	fac	fac	PROPN
american_scientific_journal-11304	257	19	e	e	PROPN
american_scientific_journal-11304	257	20	facp	facp	PROPN
american_scientific_journal-11304	257	21	de	de	PROPN
american_scientific_journal-11304	257	22	um	um	INTJ
american_scientific_journal-11304	257	23	modelo	modelo	PROPN
american_scientific_journal-11304	257	24	arma	arma	PROPN
american_scientific_journal-11304	257	25	,	,	PUNCT
american_scientific_journal-11304	257	26	estas	estas	PROPN
american_scientific_journal-11304	257	27	funções	funções	PROPN
american_scientific_journal-11304	257	28	muitas	muitas	PROPN
american_scientific_journal-11304	257	29	das	das	PROPN
american_scientific_journal-11304	257	30	vezes	vezes	PROPN
american_scientific_journal-11304	257	31	não	não	PROPN
american_scientific_journal-11304	257	32	são	são	PROPN
american_scientific_journal-11304	257	33	muito	muito	PROPN
american_scientific_journal-11304	257	34	úteis	úteis	PROPN
american_scientific_journal-11304	257	35	para	para	PROPN
american_scientific_journal-11304	257	36	identificar	identificar	PROPN
american_scientific_journal-11304	258	1	os	os	PROPN
american_scientific_journal-11304	258	2	modelos	modelos	PROPN
american_scientific_journal-11304	258	3	,	,	PUNCT
american_scientific_journal-11304	258	4	o	o	PROPN
american_scientific_journal-11304	258	5	que	que	PROPN
american_scientific_journal-11304	258	6	se	se	PROPN
american_scientific_journal-11304	258	7	recomenda	recomenda	PROPN
american_scientific_journal-11304	258	8	neste	neste	PROPN
american_scientific_journal-11304	258	9	caso	caso	PROPN
american_scientific_journal-11304	258	10	é	é	PROPN
american_scientific_journal-11304	258	11	ajustar	ajustar	PROPN
american_scientific_journal-11304	258	12	modelos	modelos	PROPN
american_scientific_journal-11304	258	13	de	de	PROPN
american_scientific_journal-11304	258	14	baixa	baixa	PROPN
american_scientific_journal-11304	258	15	ordem	ordem	PROPN
american_scientific_journal-11304	258	16	,	,	PUNCT
american_scientific_journal-11304	258	17	por	por	NOUN
american_scientific_journal-11304	258	18	exemplo	exemplo	NOUN
american_scientific_journal-11304	258	19	:	:	PUNCT
american_scientific_journal-11304	258	20	arma(1,0	arma(1,0	PROPN
american_scientific_journal-11304	258	21	)	)	PUNCT
american_scientific_journal-11304	258	22	;	;	PUNCT
american_scientific_journal-11304	258	23	arma(0,1	arma(0,1	ADV
american_scientific_journal-11304	258	24	)	)	PUNCT
american_scientific_journal-11304	258	25	;	;	PUNCT
american_scientific_journal-11304	258	26	arma(1,1	arma(1,1	NOUN
american_scientific_journal-11304	258	27	)	)	PUNCT
american_scientific_journal-11304	258	28	;	;	PUNCT
american_scientific_journal-11304	258	29	arma(1,2	arma(1,2	ADJ
american_scientific_journal-11304	258	30	)	)	PUNCT
american_scientific_journal-11304	258	31	;	;	PUNCT
american_scientific_journal-11304	258	32	arma(2,1	arma(2,1	PROPN
american_scientific_journal-11304	258	33	)	)	PUNCT
american_scientific_journal-11304	258	34	.	.	PUNCT
american_scientific_journal-11304	259	1	american	american	ADJ
american_scientific_journal-11304	259	2	academic	academic	ADJ
american_scientific_journal-11304	259	3	scientific	scientific	ADJ
american_scientific_journal-11304	259	4	research	research	NOUN
american_scientific_journal-11304	259	5	journal	journal	NOUN
american_scientific_journal-11304	259	6	for	for	ADP
american_scientific_journal-11304	259	7	engineering	engineering	NOUN
american_scientific_journal-11304	259	8	,	,	PUNCT
american_scientific_journal-11304	259	9	technology	technology	NOUN
american_scientific_journal-11304	259	10	,	,	PUNCT
american_scientific_journal-11304	259	11	and	and	CCONJ
american_scientific_journal-11304	259	12	sciences	science	NOUN
american_scientific_journal-11304	259	13	(	(	PUNCT
american_scientific_journal-11304	259	14	asrjets	asrjet	NOUN
american_scientific_journal-11304	259	15	)	)	PUNCT
american_scientific_journal-11304	259	16	volume	volume	NOUN
american_scientific_journal-11304	259	17	101	101	NUM
american_scientific_journal-11304	259	18	,	,	PUNCT
american_scientific_journal-11304	259	19	no	no	DET
american_scientific_journal-11304	259	20	1	1	NUM
american_scientific_journal-11304	259	21	,	,	PUNCT
american_scientific_journal-11304	259	22	pp	pp	ADV
american_scientific_journal-11304	259	23	43	43	NUM
american_scientific_journal-11304	259	24	-	-	SYM
american_scientific_journal-11304	259	25	70	70	NUM
american_scientific_journal-11304	259	26	58	58	NUM
american_scientific_journal-11304	259	27	source	source	NOUN
american_scientific_journal-11304	259	28	:	:	PUNCT
american_scientific_journal-11304	259	29	authors	author	NOUN
american_scientific_journal-11304	259	30	figure	figure	VERB
american_scientific_journal-11304	259	31	4	4	NUM
american_scientific_journal-11304	259	32	:	:	PUNCT
american_scientific_journal-11304	259	33	fac	fac	PROPN
american_scientific_journal-11304	259	34	and	and	CCONJ
american_scientific_journal-11304	259	35	facp	facp	NOUN
american_scientific_journal-11304	259	36	correlogram	correlogram	NOUN
american_scientific_journal-11304	259	37	of	of	ADP
american_scientific_journal-11304	259	38	the	the	DET
american_scientific_journal-11304	259	39	metical	metical	ADJ
american_scientific_journal-11304	259	40	/	/	SYM
american_scientific_journal-11304	259	41	dollar	dollar	NOUN
american_scientific_journal-11304	259	42	exchange	exchange	NOUN
american_scientific_journal-11304	259	43	rate	rate	NOUN
american_scientific_journal-11304	259	44	return	return	PROPN
american_scientific_journal-11304	259	45	series	series	PROPN
american_scientific_journal-11304	259	46	source	source	NOUN
american_scientific_journal-11304	259	47	:	:	PUNCT
american_scientific_journal-11304	259	48	authors	author	NOUN
american_scientific_journal-11304	259	49	figure	figure	VERB
american_scientific_journal-11304	259	50	5	5	NUM
american_scientific_journal-11304	259	51	:	:	PUNCT
american_scientific_journal-11304	259	52	fac	fac	PROPN
american_scientific_journal-11304	259	53	and	and	CCONJ
american_scientific_journal-11304	259	54	facp	facp	NOUN
american_scientific_journal-11304	259	55	correlogram	correlogram	NOUN
american_scientific_journal-11304	259	56	of	of	ADP
american_scientific_journal-11304	259	57	the	the	DET
american_scientific_journal-11304	259	58	series	series	NOUN
american_scientific_journal-11304	259	59	of	of	ADP
american_scientific_journal-11304	259	60	metical	metical	ADJ
american_scientific_journal-11304	259	61	/	/	SYM
american_scientific_journal-11304	259	62	rand	rand	NOUN
american_scientific_journal-11304	259	63	exchange	exchange	NOUN
american_scientific_journal-11304	259	64	rate	rate	NOUN
american_scientific_journal-11304	259	65	returns	return	NOUN
american_scientific_journal-11304	259	66	tables	table	VERB
american_scientific_journal-11304	259	67	4	4	NUM
american_scientific_journal-11304	259	68	and	and	CCONJ
american_scientific_journal-11304	259	69	5	5	NUM
american_scientific_journal-11304	259	70	present	present	VERB
american_scientific_journal-11304	259	71	the	the	DET
american_scientific_journal-11304	259	72	statistical	statistical	ADJ
american_scientific_journal-11304	259	73	values	value	NOUN
american_scientific_journal-11304	259	74	of	of	ADP
american_scientific_journal-11304	259	75	the	the	DET
american_scientific_journal-11304	259	76	estimated	estimate	VERB
american_scientific_journal-11304	259	77	models	model	NOUN
american_scientific_journal-11304	259	78	for	for	ADP
american_scientific_journal-11304	259	79	each	each	PRON
american_scientific_journal-11304	259	80	of	of	ADP
american_scientific_journal-11304	259	81	the	the	DET
american_scientific_journal-11304	259	82	return	return	NOUN
american_scientific_journal-11304	259	83	series	series	NOUN
american_scientific_journal-11304	259	84	.	.	PUNCT
american_scientific_journal-11304	260	1	for	for	ADP
american_scientific_journal-11304	260	2	both	both	DET
american_scientific_journal-11304	260	3	models	model	NOUN
american_scientific_journal-11304	260	4	,	,	PUNCT
american_scientific_journal-11304	260	5	the	the	DET
american_scientific_journal-11304	260	6	intercepts	intercept	NOUN
american_scientific_journal-11304	260	7	(	(	PUNCT
american_scientific_journal-11304	260	8	0.0068481	0.0068481	NUM
american_scientific_journal-11304	260	9	and	and	CCONJ
american_scientific_journal-11304	260	10	0.0013501	0.0013501	NUM
american_scientific_journal-11304	260	11	)	)	PUNCT
american_scientific_journal-11304	260	12	of	of	ADP
american_scientific_journal-11304	260	13	the	the	DET
american_scientific_journal-11304	260	14	metical	metical	ADJ
american_scientific_journal-11304	260	15	/	/	SYM
american_scientific_journal-11304	260	16	dollar	dollar	NOUN
american_scientific_journal-11304	260	17	exchange	exchange	NOUN
american_scientific_journal-11304	260	18	and	and	CCONJ
american_scientific_journal-11304	260	19	metical	metical	ADJ
american_scientific_journal-11304	260	20	/	/	SYM
american_scientific_journal-11304	260	21	rand	rand	NOUN
american_scientific_journal-11304	260	22	exchange	exchange	NOUN
american_scientific_journal-11304	260	23	return	return	NOUN
american_scientific_journal-11304	260	24	series	series	NOUN
american_scientific_journal-11304	260	25	respectively	respectively	ADV
american_scientific_journal-11304	260	26	are	be	AUX
american_scientific_journal-11304	260	27	not	not	PART
american_scientific_journal-11304	260	28	statistically	statistically	ADV
american_scientific_journal-11304	260	29	significant	significant	ADJ
american_scientific_journal-11304	260	30	at	at	ADP
american_scientific_journal-11304	260	31	the	the	DET
american_scientific_journal-11304	260	32	5	5	NUM
american_scientific_journal-11304	260	33	%	%	NOUN
american_scientific_journal-11304	260	34	significance	significance	NOUN
american_scientific_journal-11304	260	35	level	level	NOUN
american_scientific_journal-11304	260	36	,	,	PUNCT
american_scientific_journal-11304	260	37	as	as	SCONJ
american_scientific_journal-11304	260	38	the	the	DET
american_scientific_journal-11304	260	39	probabilities	probability	NOUN
american_scientific_journal-11304	260	40	for	for	ADP
american_scientific_journal-11304	260	41	the	the	DET
american_scientific_journal-11304	260	42	respective	respective	ADJ
american_scientific_journal-11304	260	43	statistics	statistic	NOUN
american_scientific_journal-11304	260	44	are	be	AUX
american_scientific_journal-11304	260	45	0.1723	0.1723	NUM
american_scientific_journal-11304	260	46	and	and	CCONJ
american_scientific_journal-11304	260	47	0.821652	0.821652	NUM
american_scientific_journal-11304	260	48	.	.	PUNCT
american_scientific_journal-11304	261	1	therefore	therefore	ADV
american_scientific_journal-11304	261	2	,	,	PUNCT
american_scientific_journal-11304	261	3	the	the	DET
american_scientific_journal-11304	261	4	null	null	ADJ
american_scientific_journal-11304	261	5	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	261	6	that	that	PRON
american_scientific_journal-11304	261	7	the	the	DET
american_scientific_journal-11304	261	8	true	true	ADJ
american_scientific_journal-11304	261	9	population	population	NOUN
american_scientific_journal-11304	261	10	parameters	parameter	NOUN
american_scientific_journal-11304	261	11	are	be	AUX
american_scientific_journal-11304	261	12	equal	equal	ADJ
american_scientific_journal-11304	261	13	to	to	ADP
american_scientific_journal-11304	261	14	zero	zero	NUM
american_scientific_journal-11304	261	15	can	can	AUX
american_scientific_journal-11304	261	16	not	not	PART
american_scientific_journal-11304	261	17	be	be	AUX
american_scientific_journal-11304	261	18	rejected	reject	VERB
american_scientific_journal-11304	261	19	.	.	PUNCT
american_scientific_journal-11304	262	1	thus	thus	ADV
american_scientific_journal-11304	262	2	,	,	PUNCT
american_scientific_journal-11304	262	3	for	for	ADP
american_scientific_journal-11304	262	4	the	the	DET
american_scientific_journal-11304	262	5	auto	auto	NOUN
american_scientific_journal-11304	262	6	-	-	PUNCT
american_scientific_journal-11304	262	7	regressive	regressive	ADJ
american_scientific_journal-11304	262	8	parameters	parameter	NOUN
american_scientific_journal-11304	262	9	,	,	PUNCT
american_scientific_journal-11304	262	10	the	the	DET
american_scientific_journal-11304	262	11	null	null	ADJ
american_scientific_journal-11304	262	12	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	262	13	that	that	PRON
american_scientific_journal-11304	262	14	the	the	DET
american_scientific_journal-11304	262	15	true	true	ADJ
american_scientific_journal-11304	262	16	population	population	NOUN
american_scientific_journal-11304	262	17	parameters	parameter	NOUN
american_scientific_journal-11304	262	18	are	be	AUX
american_scientific_journal-11304	262	19	equal	equal	ADJ
american_scientific_journal-11304	262	20	to	to	ADP
american_scientific_journal-11304	262	21	zero	zero	NUM
american_scientific_journal-11304	262	22	is	be	AUX
american_scientific_journal-11304	262	23	rejected	reject	VERB
american_scientific_journal-11304	262	24	.	.	PUNCT
american_scientific_journal-11304	263	1	0	0	NUM
american_scientific_journal-11304	264	1	5	5	NUM
american_scientific_journal-11304	264	2	10	10	NUM
american_scientific_journal-11304	264	3	15	15	NUM
american_scientific_journal-11304	264	4	20	20	NUM
american_scientific_journal-11304	264	5	25	25	NUM
american_scientific_journal-11304	264	6	30	30	NUM
american_scientific_journal-11304	264	7	35	35	NUM
american_scientific_journal-11304	264	8	-0	-0	NOUN
american_scientific_journal-11304	264	9	.2	.2	NUM
american_scientific_journal-11304	264	10	-0	-0	SYM
american_scientific_journal-11304	264	11	.1	.1	NUM
american_scientific_journal-11304	264	12	0	0	NUM
american_scientific_journal-11304	264	13	.	.	NOUN
american_scientific_journal-11304	264	14	0	0	NUM
american_scientific_journal-11304	264	15	0	0	NUM
american_scientific_journal-11304	264	16	.	.	NOUN
american_scientific_journal-11304	264	17	1	1	NUM
american_scientific_journal-11304	264	18	0	0	NUM
american_scientific_journal-11304	264	19	.	.	NOUN
american_scientific_journal-11304	264	20	2	2	NUM
american_scientific_journal-11304	264	21	0	0	NUM
american_scientific_journal-11304	264	22	.	.	NOUN
american_scientific_journal-11304	264	23	3	3	NUM
american_scientific_journal-11304	264	24	0	0	NUM
american_scientific_journal-11304	264	25	.	.	NOUN
american_scientific_journal-11304	265	1	4	4	NUM
american_scientific_journal-11304	265	2	0	0	NUM
american_scientific_journal-11304	265	3	.	.	X
american_scientific_journal-11304	265	4	5	5	NUM
american_scientific_journal-11304	265	5	acf	acf	PROPN
american_scientific_journal-11304	265	6	série	série	PROPN
american_scientific_journal-11304	265	7	de	de	PROPN
american_scientific_journal-11304	265	8	retornos	retornos	PROPN
american_scientific_journal-11304	265	9	lag	lag	VERB
american_scientific_journal-11304	265	10	a	a	DET
american_scientific_journal-11304	265	11	c	c	NOUN
american_scientific_journal-11304	265	12	f	f	NOUN
american_scientific_journal-11304	265	13	0	0	NUM
american_scientific_journal-11304	265	14	5	5	NUM
american_scientific_journal-11304	265	15	10	10	NUM
american_scientific_journal-11304	265	16	15	15	NUM
american_scientific_journal-11304	265	17	20	20	NUM
american_scientific_journal-11304	265	18	25	25	NUM
american_scientific_journal-11304	265	19	30	30	NUM
american_scientific_journal-11304	265	20	35	35	NUM
american_scientific_journal-11304	265	21	-0	-0	NOUN
american_scientific_journal-11304	265	22	.2	.2	NUM
american_scientific_journal-11304	265	23	-0	-0	SYM
american_scientific_journal-11304	265	24	.1	.1	NUM
american_scientific_journal-11304	265	25	0	0	NUM
american_scientific_journal-11304	265	26	.	.	NOUN
american_scientific_journal-11304	265	27	0	0	NUM
american_scientific_journal-11304	266	1	0	0	NUM
american_scientific_journal-11304	266	2	.	.	NOUN
american_scientific_journal-11304	266	3	1	1	NUM
american_scientific_journal-11304	266	4	0	0	NUM
american_scientific_journal-11304	266	5	.	.	NOUN
american_scientific_journal-11304	266	6	2	2	NUM
american_scientific_journal-11304	266	7	0	0	NUM
american_scientific_journal-11304	266	8	.	.	NOUN
american_scientific_journal-11304	266	9	3	3	NUM
american_scientific_journal-11304	266	10	0	0	NUM
american_scientific_journal-11304	266	11	.	.	NOUN
american_scientific_journal-11304	267	1	4	4	NUM
american_scientific_journal-11304	267	2	0	0	NUM
american_scientific_journal-11304	267	3	.	.	NOUN
american_scientific_journal-11304	267	4	5	5	NUM
american_scientific_journal-11304	267	5	lag	lag	PROPN
american_scientific_journal-11304	267	6	p	p	PROPN
american_scientific_journal-11304	267	7	ar	ar	PROPN
american_scientific_journal-11304	267	8	tia	tia	PROPN
american_scientific_journal-11304	267	9	l	l	PROPN
american_scientific_journal-11304	267	10	a	a	PROPN
american_scientific_journal-11304	267	11	c	c	PROPN
american_scientific_journal-11304	267	12	f	f	PROPN
american_scientific_journal-11304	267	13	pacf	pacf	PROPN
american_scientific_journal-11304	267	14	série	série	PROPN
american_scientific_journal-11304	267	15	de	de	PROPN
american_scientific_journal-11304	267	16	retornos	retornos	PROPN
american_scientific_journal-11304	267	17	0	0	NUM
american_scientific_journal-11304	267	18	5	5	NUM
american_scientific_journal-11304	267	19	10	10	NUM
american_scientific_journal-11304	267	20	15	15	NUM
american_scientific_journal-11304	267	21	20	20	NUM
american_scientific_journal-11304	267	22	25	25	NUM
american_scientific_journal-11304	267	23	30	30	NUM
american_scientific_journal-11304	267	24	35	35	NUM
american_scientific_journal-11304	267	25	-0	-0	NOUN
american_scientific_journal-11304	267	26	.2	.2	NUM
american_scientific_journal-11304	267	27	-0	-0	SYM
american_scientific_journal-11304	267	28	.1	.1	NUM
american_scientific_journal-11304	267	29	0	0	NUM
american_scientific_journal-11304	267	30	.	.	NOUN
american_scientific_journal-11304	267	31	0	0	NUM
american_scientific_journal-11304	268	1	0	0	NUM
american_scientific_journal-11304	268	2	.	.	NOUN
american_scientific_journal-11304	268	3	1	1	NUM
american_scientific_journal-11304	268	4	0	0	NUM
american_scientific_journal-11304	268	5	.	.	NOUN
american_scientific_journal-11304	268	6	2	2	NUM
american_scientific_journal-11304	268	7	0	0	NUM
american_scientific_journal-11304	268	8	.	.	X
american_scientific_journal-11304	268	9	3	3	NUM
american_scientific_journal-11304	268	10	acf	acf	PROPN
american_scientific_journal-11304	268	11	série	série	PROPN
american_scientific_journal-11304	268	12	de	de	PROPN
american_scientific_journal-11304	268	13	retornos	retornos	PROPN
american_scientific_journal-11304	268	14	lag	lag	VERB
american_scientific_journal-11304	268	15	ac	ac	PROPN
american_scientific_journal-11304	269	1	f	f	PROPN
american_scientific_journal-11304	269	2	0	0	NUM
american_scientific_journal-11304	269	3	5	5	NUM
american_scientific_journal-11304	269	4	10	10	NUM
american_scientific_journal-11304	269	5	15	15	NUM
american_scientific_journal-11304	269	6	20	20	NUM
american_scientific_journal-11304	269	7	25	25	NUM
american_scientific_journal-11304	269	8	30	30	NUM
american_scientific_journal-11304	269	9	35	35	NUM
american_scientific_journal-11304	269	10	-0	-0	NOUN
american_scientific_journal-11304	269	11	.2	.2	NUM
american_scientific_journal-11304	269	12	-0	-0	SYM
american_scientific_journal-11304	269	13	.1	.1	NUM
american_scientific_journal-11304	269	14	0	0	NUM
american_scientific_journal-11304	269	15	.	.	NOUN
american_scientific_journal-11304	269	16	0	0	NUM
american_scientific_journal-11304	269	17	0	0	NUM
american_scientific_journal-11304	269	18	.	.	NOUN
american_scientific_journal-11304	269	19	1	1	NUM
american_scientific_journal-11304	269	20	0	0	NUM
american_scientific_journal-11304	269	21	.	.	NOUN
american_scientific_journal-11304	269	22	2	2	NUM
american_scientific_journal-11304	269	23	0	0	NUM
american_scientific_journal-11304	269	24	.	.	NOUN
american_scientific_journal-11304	269	25	3	3	NUM
american_scientific_journal-11304	269	26	lag	lag	NOUN
american_scientific_journal-11304	269	27	pa	pa	PROPN
american_scientific_journal-11304	269	28	rti	rti	PROPN
american_scientific_journal-11304	269	29	al	al	PROPN
american_scientific_journal-11304	269	30	ac	ac	PROPN
american_scientific_journal-11304	269	31	f	f	PROPN
american_scientific_journal-11304	269	32	pacf	pacf	PROPN
american_scientific_journal-11304	269	33	série	série	PROPN
american_scientific_journal-11304	269	34	de	de	PROPN
american_scientific_journal-11304	269	35	retornos	retornos	PROPN
american_scientific_journal-11304	269	36	american	american	PROPN
american_scientific_journal-11304	269	37	academic	academic	ADJ
american_scientific_journal-11304	269	38	scientific	scientific	ADJ
american_scientific_journal-11304	269	39	research	research	NOUN
american_scientific_journal-11304	269	40	journal	journal	NOUN
american_scientific_journal-11304	269	41	for	for	ADP
american_scientific_journal-11304	269	42	engineering	engineering	NOUN
american_scientific_journal-11304	269	43	,	,	PUNCT
american_scientific_journal-11304	269	44	technology	technology	NOUN
american_scientific_journal-11304	269	45	,	,	PUNCT
american_scientific_journal-11304	269	46	and	and	CCONJ
american_scientific_journal-11304	269	47	sciences	science	NOUN
american_scientific_journal-11304	269	48	(	(	PUNCT
american_scientific_journal-11304	269	49	asrjets	asrjet	NOUN
american_scientific_journal-11304	269	50	)	)	PUNCT
american_scientific_journal-11304	269	51	volume	volume	NOUN
american_scientific_journal-11304	269	52	101	101	NUM
american_scientific_journal-11304	269	53	,	,	PUNCT
american_scientific_journal-11304	269	54	no	no	DET
american_scientific_journal-11304	269	55	1	1	NUM
american_scientific_journal-11304	269	56	,	,	PUNCT
american_scientific_journal-11304	269	57	pp	pp	ADV
american_scientific_journal-11304	269	58	43	43	NUM
american_scientific_journal-11304	269	59	-	-	SYM
american_scientific_journal-11304	269	60	70	70	NUM
american_scientific_journal-11304	269	61	59	59	NUM
american_scientific_journal-11304	269	62	table	table	NOUN
american_scientific_journal-11304	269	63	4	4	NUM
american_scientific_journal-11304	269	64	:	:	PUNCT
american_scientific_journal-11304	269	65	estimation	estimation	NOUN
american_scientific_journal-11304	269	66	of	of	ADP
american_scientific_journal-11304	269	67	the	the	DET
american_scientific_journal-11304	269	68	ar	ar	PROPN
american_scientific_journal-11304	269	69	(	(	PUNCT
american_scientific_journal-11304	269	70	1	1	NUM
american_scientific_journal-11304	269	71	)	)	PUNCT
american_scientific_journal-11304	269	72	model	model	NOUN
american_scientific_journal-11304	269	73	with	with	ADP
american_scientific_journal-11304	269	74	intercept	intercept	NOUN
american_scientific_journal-11304	269	75	for	for	ADP
american_scientific_journal-11304	269	76	metical	metical	ADJ
american_scientific_journal-11304	269	77	/	/	SYM
american_scientific_journal-11304	269	78	dollar	dollar	NOUN
american_scientific_journal-11304	269	79	exchange	exchange	NOUN
american_scientific_journal-11304	269	80	returns	return	NOUN
american_scientific_journal-11304	269	81	average	average	ADJ
american_scientific_journal-11304	269	82	standard	standard	ADJ
american_scientific_journal-11304	269	83	error	error	NOUN
american_scientific_journal-11304	269	84	statistic	statistic	NOUN
american_scientific_journal-11304	269	85	prob	prob	NOUN
american_scientific_journal-11304	269	86	.	.	PUNCT
american_scientific_journal-11304	270	1	ar1	ar1	PROPN
american_scientific_journal-11304	270	2	0,4797964	0,4797964	PROPN
american_scientific_journal-11304	271	1	0,0797288	0,0797288	PROPN
american_scientific_journal-11304	271	2	6,0179	6,0179	NUM
american_scientific_journal-11304	271	3	1,767e-09	1,767e-09	NUM
american_scientific_journal-11304	271	4	intercept	intercept	VERB
american_scientific_journal-11304	271	5	0,0068481	0,0068481	NUM
american_scientific_journal-11304	271	6	0,0050173	0,0050173	NUM
american_scientific_journal-11304	271	7	1,3649	1,3649	NUM
american_scientific_journal-11304	271	8	0,1723	0,1723	PROPN
american_scientific_journal-11304	271	9	log	log	NOUN
american_scientific_journal-11304	271	10	likelihood	likelihood	NOUN
american_scientific_journal-11304	271	11	253,63	253,63	NUM
american_scientific_journal-11304	271	12	aic	aic	PROPN
american_scientific_journal-11304	271	13	-503,2	-503,2	PROPN
american_scientific_journal-11304	271	14	source	source	NOUN
american_scientific_journal-11304	271	15	:	:	PUNCT
american_scientific_journal-11304	271	16	authors	author	NOUN
american_scientific_journal-11304	271	17	,	,	PUNCT
american_scientific_journal-11304	271	18	processed	process	VERB
american_scientific_journal-11304	271	19	in	in	ADP
american_scientific_journal-11304	271	20	r	r	NOUN
american_scientific_journal-11304	271	21	4.0.3	4.0.3	NUM
american_scientific_journal-11304	271	22	table	table	NOUN
american_scientific_journal-11304	271	23	5	5	NUM
american_scientific_journal-11304	271	24	:	:	PUNCT
american_scientific_journal-11304	271	25	estimation	estimation	NOUN
american_scientific_journal-11304	271	26	of	of	ADP
american_scientific_journal-11304	271	27	the	the	DET
american_scientific_journal-11304	271	28	ar	ar	PROPN
american_scientific_journal-11304	271	29	(	(	PUNCT
american_scientific_journal-11304	271	30	1	1	NUM
american_scientific_journal-11304	271	31	)	)	PUNCT
american_scientific_journal-11304	271	32	model	model	NOUN
american_scientific_journal-11304	271	33	with	with	ADP
american_scientific_journal-11304	271	34	intercept	intercept	NOUN
american_scientific_journal-11304	271	35	for	for	ADP
american_scientific_journal-11304	271	36	metical	metical	ADJ
american_scientific_journal-11304	271	37	/	/	SYM
american_scientific_journal-11304	271	38	rand	rand	NOUN
american_scientific_journal-11304	271	39	exchange	exchange	NOUN
american_scientific_journal-11304	271	40	returns	return	NOUN
american_scientific_journal-11304	271	41	average	average	ADJ
american_scientific_journal-11304	271	42	standard	standard	ADJ
american_scientific_journal-11304	271	43	error	error	NOUN
american_scientific_journal-11304	271	44	statistics	statistic	NOUN
american_scientific_journal-11304	271	45	prob	prob	PROPN
american_scientific_journal-11304	271	46	.	.	PUNCT
american_scientific_journal-11304	272	1	ar1	ar1	PROPN
american_scientific_journal-11304	272	2	0,3317243	0,3317243	PROPN
american_scientific_journal-11304	272	3	0,0861224	0,0861224	NUM
american_scientific_journal-11304	273	1	3,8518	3,8518	NUM
american_scientific_journal-11304	273	2	0,0001173	0,0001173	NUM
american_scientific_journal-11304	273	3	intercept	intercept	NOUN
american_scientific_journal-11304	273	4	0,0013501	0,0013501	ADJ
american_scientific_journal-11304	273	5	0,0059892	0,0059892	NOUN
american_scientific_journal-11304	273	6	0,2254	0,2254	NOUN
american_scientific_journal-11304	273	7	0,821652	0,821652	PROPN
american_scientific_journal-11304	273	8	log	log	NOUN
american_scientific_journal-11304	273	9	likelihood	likelihood	NOUN
american_scientific_journal-11304	273	10	203,23	203,23	NOUN
american_scientific_journal-11304	273	11	aic	aic	PROPN
american_scientific_journal-11304	273	12	-402,46	-402,46	PROPN
american_scientific_journal-11304	273	13	source	source	NOUN
american_scientific_journal-11304	273	14	:	:	PUNCT
american_scientific_journal-11304	273	15	authors	author	NOUN
american_scientific_journal-11304	273	16	,	,	PUNCT
american_scientific_journal-11304	273	17	processed	process	VERB
american_scientific_journal-11304	273	18	in	in	ADP
american_scientific_journal-11304	273	19	r	r	NOUN
american_scientific_journal-11304	273	20	4.0.3	4.0.3	NUM
american_scientific_journal-11304	273	21	once	once	SCONJ
american_scientific_journal-11304	273	22	the	the	DET
american_scientific_journal-11304	273	23	non	non	NOUN
american_scientific_journal-11304	273	24	-	-	NOUN
american_scientific_journal-11304	273	25	significance	significance	NOUN
american_scientific_journal-11304	273	26	of	of	ADP
american_scientific_journal-11304	273	27	the	the	DET
american_scientific_journal-11304	273	28	intercepts	intercept	NOUN
american_scientific_journal-11304	273	29	in	in	ADP
american_scientific_journal-11304	273	30	the	the	DET
american_scientific_journal-11304	273	31	previous	previous	ADJ
american_scientific_journal-11304	273	32	models	model	NOUN
american_scientific_journal-11304	273	33	was	be	AUX
american_scientific_journal-11304	273	34	verified	verify	VERB
american_scientific_journal-11304	273	35	,	,	PUNCT
american_scientific_journal-11304	273	36	the	the	DET
american_scientific_journal-11304	273	37	models	model	NOUN
american_scientific_journal-11304	273	38	were	be	AUX
american_scientific_journal-11304	273	39	estimated	estimate	VERB
american_scientific_journal-11304	273	40	again	again	ADV
american_scientific_journal-11304	273	41	without	without	ADP
american_scientific_journal-11304	273	42	taking	take	VERB
american_scientific_journal-11304	273	43	into	into	ADP
american_scientific_journal-11304	273	44	account	account	NOUN
american_scientific_journal-11304	273	45	the	the	DET
american_scientific_journal-11304	273	46	intercept	intercept	NOUN
american_scientific_journal-11304	273	47	parameters	parameter	NOUN
american_scientific_journal-11304	273	48	.	.	PUNCT
american_scientific_journal-11304	274	1	the	the	DET
american_scientific_journal-11304	274	2	results	result	NOUN
american_scientific_journal-11304	274	3	of	of	ADP
american_scientific_journal-11304	274	4	the	the	DET
american_scientific_journal-11304	274	5	model	model	NOUN
american_scientific_journal-11304	274	6	statistics	statistic	NOUN
american_scientific_journal-11304	274	7	are	be	AUX
american_scientific_journal-11304	274	8	found	find	VERB
american_scientific_journal-11304	274	9	in	in	ADP
american_scientific_journal-11304	274	10	tables	table	NOUN
american_scientific_journal-11304	274	11	6	6	NUM
american_scientific_journal-11304	274	12	and	and	CCONJ
american_scientific_journal-11304	274	13	7	7	NUM
american_scientific_journal-11304	274	14	.	.	PUNCT
american_scientific_journal-11304	275	1	however	however	ADV
american_scientific_journal-11304	275	2	,	,	PUNCT
american_scientific_journal-11304	275	3	the	the	DET
american_scientific_journal-11304	275	4	auto	auto	NOUN
american_scientific_journal-11304	275	5	-	-	PUNCT
american_scientific_journal-11304	275	6	regressive	regressive	ADJ
american_scientific_journal-11304	275	7	parameters	parameter	NOUN
american_scientific_journal-11304	275	8	estimates	estimate	NOUN
american_scientific_journal-11304	275	9	are	be	AUX
american_scientific_journal-11304	275	10	statistically	statistically	ADV
american_scientific_journal-11304	275	11	different	different	ADJ
american_scientific_journal-11304	275	12	from	from	ADP
american_scientific_journal-11304	275	13	zero	zero	NUM
american_scientific_journal-11304	275	14	(	(	PUNCT
american_scientific_journal-11304	275	15	prob	prob	NOUN
american_scientific_journal-11304	275	16	.	.	PUNCT
american_scientific_journal-11304	276	1	<	<	X
american_scientific_journal-11304	276	2	0.05	0.05	NUM
american_scientific_journal-11304	276	3	)	)	PUNCT
american_scientific_journal-11304	276	4	.	.	PUNCT
american_scientific_journal-11304	277	1	furthermore	furthermore	ADV
american_scientific_journal-11304	277	2	,	,	PUNCT
american_scientific_journal-11304	277	3	the	the	DET
american_scientific_journal-11304	277	4	models	model	NOUN
american_scientific_journal-11304	277	5	improved	improve	VERB
american_scientific_journal-11304	277	6	fit	fit	ADJ
american_scientific_journal-11304	277	7	measures	measure	NOUN
american_scientific_journal-11304	277	8	since	since	SCONJ
american_scientific_journal-11304	277	9	the	the	DET
american_scientific_journal-11304	277	10	akaike	akaike	ADJ
american_scientific_journal-11304	277	11	information	information	NOUN
american_scientific_journal-11304	277	12	criterion	criterion	NOUN
american_scientific_journal-11304	277	13	and	and	CCONJ
american_scientific_journal-11304	277	14	log	log	NOUN
american_scientific_journal-11304	277	15	likelihood	likelihood	NOUN
american_scientific_journal-11304	277	16	values	value	NOUN
american_scientific_journal-11304	277	17	reduced	reduce	VERB
american_scientific_journal-11304	277	18	.	.	PUNCT
american_scientific_journal-11304	278	1	table	table	NOUN
american_scientific_journal-11304	278	2	6	6	NUM
american_scientific_journal-11304	278	3	:	:	PUNCT
american_scientific_journal-11304	278	4	estimation	estimation	NOUN
american_scientific_journal-11304	278	5	of	of	ADP
american_scientific_journal-11304	278	6	the	the	DET
american_scientific_journal-11304	278	7	ar	ar	PROPN
american_scientific_journal-11304	278	8	(	(	PUNCT
american_scientific_journal-11304	278	9	1	1	NUM
american_scientific_journal-11304	278	10	)	)	PUNCT
american_scientific_journal-11304	278	11	model	model	NOUN
american_scientific_journal-11304	278	12	without	without	ADP
american_scientific_journal-11304	278	13	intercept	intercept	NOUN
american_scientific_journal-11304	278	14	for	for	ADP
american_scientific_journal-11304	278	15	metical	metical	ADJ
american_scientific_journal-11304	278	16	/	/	SYM
american_scientific_journal-11304	278	17	dollar	dollar	NOUN
american_scientific_journal-11304	278	18	exchange	exchange	NOUN
american_scientific_journal-11304	278	19	returns	return	NOUN
american_scientific_journal-11304	278	20	average	average	ADJ
american_scientific_journal-11304	278	21	standard	standard	ADJ
american_scientific_journal-11304	278	22	error	error	NOUN
american_scientific_journal-11304	278	23	statistics	statistic	NOUN
american_scientific_journal-11304	278	24	prob	prob	PROPN
american_scientific_journal-11304	278	25	.	.	PUNCT
american_scientific_journal-11304	279	1	ar1	ar1	PROPN
american_scientific_journal-11304	279	2	0,502013	0,502013	PROPN
american_scientific_journal-11304	279	3	0,078485	0,078485	PROPN
american_scientific_journal-11304	279	4	6,3963	6,3963	NUM
american_scientific_journal-11304	279	5	1,592e-10	1,592e-10	NUM
american_scientific_journal-11304	279	6	log	log	NOUN
american_scientific_journal-11304	279	7	likelihood	likelihood	NOUN
american_scientific_journal-11304	279	8	252,74	252,74	NOUN
american_scientific_journal-11304	280	1	aic	aic	PROPN
american_scientific_journal-11304	280	2	-503,48	-503,48	PUNCT
american_scientific_journal-11304	280	3	source	source	NOUN
american_scientific_journal-11304	280	4	:	:	PUNCT
american_scientific_journal-11304	280	5	authors	author	NOUN
american_scientific_journal-11304	280	6	,	,	PUNCT
american_scientific_journal-11304	280	7	processed	process	VERB
american_scientific_journal-11304	280	8	in	in	ADP
american_scientific_journal-11304	280	9	r	r	NOUN
american_scientific_journal-11304	280	10	4.0.3	4.0.3	NUM
american_scientific_journal-11304	280	11	american	american	ADJ
american_scientific_journal-11304	280	12	academic	academic	ADJ
american_scientific_journal-11304	280	13	scientific	scientific	ADJ
american_scientific_journal-11304	280	14	research	research	NOUN
american_scientific_journal-11304	280	15	journal	journal	NOUN
american_scientific_journal-11304	280	16	for	for	ADP
american_scientific_journal-11304	280	17	engineering	engineering	NOUN
american_scientific_journal-11304	280	18	,	,	PUNCT
american_scientific_journal-11304	280	19	technology	technology	NOUN
american_scientific_journal-11304	280	20	,	,	PUNCT
american_scientific_journal-11304	280	21	and	and	CCONJ
american_scientific_journal-11304	280	22	sciences	science	NOUN
american_scientific_journal-11304	280	23	(	(	PUNCT
american_scientific_journal-11304	280	24	asrjets	asrjet	NOUN
american_scientific_journal-11304	280	25	)	)	PUNCT
american_scientific_journal-11304	280	26	volume	volume	NOUN
american_scientific_journal-11304	280	27	101	101	NUM
american_scientific_journal-11304	280	28	,	,	PUNCT
american_scientific_journal-11304	280	29	no	no	DET
american_scientific_journal-11304	280	30	1	1	NUM
american_scientific_journal-11304	280	31	,	,	PUNCT
american_scientific_journal-11304	280	32	pp	pp	ADV
american_scientific_journal-11304	280	33	43	43	NUM
american_scientific_journal-11304	280	34	-	-	SYM
american_scientific_journal-11304	280	35	70	70	NUM
american_scientific_journal-11304	280	36	60	60	NUM
american_scientific_journal-11304	280	37	table	table	NOUN
american_scientific_journal-11304	280	38	7	7	NUM
american_scientific_journal-11304	280	39	:	:	PUNCT
american_scientific_journal-11304	280	40	estimation	estimation	NOUN
american_scientific_journal-11304	280	41	of	of	ADP
american_scientific_journal-11304	280	42	the	the	DET
american_scientific_journal-11304	280	43	ar	ar	PROPN
american_scientific_journal-11304	280	44	(	(	PUNCT
american_scientific_journal-11304	280	45	1	1	NUM
american_scientific_journal-11304	280	46	)	)	PUNCT
american_scientific_journal-11304	280	47	model	model	NOUN
american_scientific_journal-11304	280	48	without	without	ADP
american_scientific_journal-11304	280	49	intercept	intercept	NOUN
american_scientific_journal-11304	280	50	for	for	ADP
american_scientific_journal-11304	280	51	metical	metical	ADJ
american_scientific_journal-11304	280	52	/	/	SYM
american_scientific_journal-11304	280	53	rand	rand	NOUN
american_scientific_journal-11304	280	54	exchange	exchange	NOUN
american_scientific_journal-11304	280	55	returns	return	NOUN
american_scientific_journal-11304	280	56	average	average	ADJ
american_scientific_journal-11304	280	57	standard	standard	ADJ
american_scientific_journal-11304	280	58	error	error	NOUN
american_scientific_journal-11304	280	59	statistics	statistic	NOUN
american_scientific_journal-11304	280	60	prob	prob	PROPN
american_scientific_journal-11304	280	61	.	.	PUNCT
american_scientific_journal-11304	281	1	ar1	ar1	PROPN
american_scientific_journal-11304	281	2	0,332340	0,332340	PROPN
american_scientific_journal-11304	281	3	0,086096	0,086096	PUNCT
american_scientific_journal-11304	281	4	3,8601	3,8601	NUM
american_scientific_journal-11304	281	5	0,0001133	0,0001133	NOUN
american_scientific_journal-11304	281	6	log	log	NOUN
american_scientific_journal-11304	281	7	likelihood	likelihood	NOUN
american_scientific_journal-11304	281	8	203,21	203,21	NUM
american_scientific_journal-11304	281	9	aic	aic	PROPN
american_scientific_journal-11304	281	10	-404,41	-404,41	PROPN
american_scientific_journal-11304	281	11	source	source	NOUN
american_scientific_journal-11304	281	12	:	:	PUNCT
american_scientific_journal-11304	281	13	authors	author	NOUN
american_scientific_journal-11304	281	14	,	,	PUNCT
american_scientific_journal-11304	281	15	processed	process	VERB
american_scientific_journal-11304	281	16	in	in	ADP
american_scientific_journal-11304	281	17	r	r	NOUN
american_scientific_journal-11304	281	18	4.0.3	4.0.3	NUM
american_scientific_journal-11304	281	19	according	accord	VERB
american_scientific_journal-11304	281	20	to	to	ADP
american_scientific_journal-11304	281	21	the	the	DET
american_scientific_journal-11304	281	22	ljung	ljung	PROPN
american_scientific_journal-11304	281	23	-	-	PUNCT
american_scientific_journal-11304	281	24	box	box	NOUN
american_scientific_journal-11304	281	25	and	and	CCONJ
american_scientific_journal-11304	281	26	box	box	PROPN
american_scientific_journal-11304	281	27	-	-	PUNCT
american_scientific_journal-11304	281	28	pierce	pierce	PROPN
american_scientific_journal-11304	281	29	tests	test	NOUN
american_scientific_journal-11304	281	30	,	,	PUNCT
american_scientific_journal-11304	281	31	it	it	PRON
american_scientific_journal-11304	281	32	can	can	AUX
american_scientific_journal-11304	281	33	be	be	AUX
american_scientific_journal-11304	281	34	seen	see	VERB
american_scientific_journal-11304	281	35	that	that	SCONJ
american_scientific_journal-11304	281	36	the	the	DET
american_scientific_journal-11304	281	37	null	null	ADJ
american_scientific_journal-11304	281	38	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	281	39	that	that	PRON
american_scientific_journal-11304	281	40	the	the	DET
american_scientific_journal-11304	281	41	residues	residue	NOUN
american_scientific_journal-11304	281	42	are	be	AUX
american_scientific_journal-11304	281	43	white	white	ADJ
american_scientific_journal-11304	281	44	noise	noise	NOUN
american_scientific_journal-11304	281	45	can	can	AUX
american_scientific_journal-11304	281	46	not	not	PART
american_scientific_journal-11304	281	47	be	be	AUX
american_scientific_journal-11304	281	48	rejected	reject	VERB
american_scientific_journal-11304	281	49	,	,	PUNCT
american_scientific_journal-11304	281	50	since	since	SCONJ
american_scientific_journal-11304	281	51	their	their	PRON
american_scientific_journal-11304	281	52	probabilities	probability	NOUN
american_scientific_journal-11304	281	53	are	be	AUX
american_scientific_journal-11304	281	54	greater	great	ADJ
american_scientific_journal-11304	281	55	than	than	ADP
american_scientific_journal-11304	281	56	0.05	0.05	NUM
american_scientific_journal-11304	281	57	,	,	PUNCT
american_scientific_journal-11304	281	58	as	as	SCONJ
american_scientific_journal-11304	281	59	shown	show	VERB
american_scientific_journal-11304	281	60	in	in	ADP
american_scientific_journal-11304	281	61	tables	table	NOUN
american_scientific_journal-11304	281	62	8	8	NUM
american_scientific_journal-11304	281	63	and	and	CCONJ
american_scientific_journal-11304	281	64	9	9	NUM
american_scientific_journal-11304	281	65	below	below	ADV
american_scientific_journal-11304	281	66	.	.	PUNCT
american_scientific_journal-11304	282	1	in	in	ADP
american_scientific_journal-11304	282	2	this	this	DET
american_scientific_journal-11304	282	3	case	case	NOUN
american_scientific_journal-11304	282	4	,	,	PUNCT
american_scientific_journal-11304	282	5	there	there	PRON
american_scientific_journal-11304	282	6	is	be	VERB
american_scientific_journal-11304	282	7	no	no	DET
american_scientific_journal-11304	282	8	need	need	NOUN
american_scientific_journal-11304	282	9	to	to	PART
american_scientific_journal-11304	282	10	look	look	VERB
american_scientific_journal-11304	282	11	for	for	ADP
american_scientific_journal-11304	282	12	other	other	ADJ
american_scientific_journal-11304	282	13	arma	arma	NOUN
american_scientific_journal-11304	282	14	models	model	NOUN
american_scientific_journal-11304	282	15	.	.	PUNCT
american_scientific_journal-11304	283	1	table	table	NOUN
american_scientific_journal-11304	283	2	8	8	NUM
american_scientific_journal-11304	283	3	:	:	PUNCT
american_scientific_journal-11304	283	4	diagnosis	diagnosis	NOUN
american_scientific_journal-11304	283	5	of	of	ADP
american_scientific_journal-11304	283	6	the	the	DET
american_scientific_journal-11304	283	7	residuals	residual	NOUN
american_scientific_journal-11304	283	8	of	of	ADP
american_scientific_journal-11304	283	9	the	the	DET
american_scientific_journal-11304	283	10	ar	ar	NOUN
american_scientific_journal-11304	283	11	model	model	NOUN
american_scientific_journal-11304	283	12	(	(	PUNCT
american_scientific_journal-11304	283	13	1	1	NUM
american_scientific_journal-11304	283	14	)	)	PUNCT
american_scientific_journal-11304	283	15	without	without	ADP
american_scientific_journal-11304	283	16	intercept	intercept	NOUN
american_scientific_journal-11304	283	17	for	for	ADP
american_scientific_journal-11304	283	18	metical	metical	ADJ
american_scientific_journal-11304	283	19	/	/	SYM
american_scientific_journal-11304	283	20	dollar	dollar	NOUN
american_scientific_journal-11304	283	21	exchange	exchange	NOUN
american_scientific_journal-11304	283	22	returns	return	NOUN
american_scientific_journal-11304	283	23	box	box	PROPN
american_scientific_journal-11304	283	24	-	-	PUNCT
american_scientific_journal-11304	283	25	pierce	pierce	PROPN
american_scientific_journal-11304	283	26	test	test	PROPN
american_scientific_journal-11304	283	27	qui	qui	X
american_scientific_journal-11304	283	28	-	-	ADJ
american_scientific_journal-11304	283	29	square	square	ADJ
american_scientific_journal-11304	283	30	statistics	statistic	NOUN
american_scientific_journal-11304	283	31	df	df	PROPN
american_scientific_journal-11304	283	32	prob	prob	PROPN
american_scientific_journal-11304	283	33	.	.	PUNCT
american_scientific_journal-11304	284	1	7,5219	7,5219	NUM
american_scientific_journal-11304	284	2	12	12	NUM
american_scientific_journal-11304	284	3	0,8213	0,8213	PROPN
american_scientific_journal-11304	284	4	box	box	NOUN
american_scientific_journal-11304	284	5	-	-	PUNCT
american_scientific_journal-11304	284	6	ljung	ljung	PROPN
american_scientific_journal-11304	284	7	test	test	NOUN
american_scientific_journal-11304	284	8	qui	qui	X
american_scientific_journal-11304	284	9	-	-	ADJ
american_scientific_journal-11304	284	10	square	square	ADJ
american_scientific_journal-11304	284	11	statistics	statistic	NOUN
american_scientific_journal-11304	284	12	df	df	PROPN
american_scientific_journal-11304	284	13	prob	prob	PROPN
american_scientific_journal-11304	284	14	.	.	PUNCT
american_scientific_journal-11304	285	1	7,8829	7,8829	NUM
american_scientific_journal-11304	285	2	12	12	NUM
american_scientific_journal-11304	285	3	0,7942	0,7942	NOUN
american_scientific_journal-11304	285	4	source	source	NOUN
american_scientific_journal-11304	285	5	:	:	PUNCT
american_scientific_journal-11304	285	6	authors	author	NOUN
american_scientific_journal-11304	285	7	,	,	PUNCT
american_scientific_journal-11304	285	8	processed	process	VERB
american_scientific_journal-11304	285	9	in	in	ADP
american_scientific_journal-11304	285	10	r	r	NOUN
american_scientific_journal-11304	285	11	4.0.3	4.0.3	NUM
american_scientific_journal-11304	285	12	table	table	NOUN
american_scientific_journal-11304	285	13	9	9	NUM
american_scientific_journal-11304	285	14	:	:	PUNCT
american_scientific_journal-11304	285	15	diagnosis	diagnosis	NOUN
american_scientific_journal-11304	285	16	of	of	ADP
american_scientific_journal-11304	285	17	the	the	DET
american_scientific_journal-11304	285	18	residuals	residual	NOUN
american_scientific_journal-11304	285	19	of	of	ADP
american_scientific_journal-11304	285	20	the	the	DET
american_scientific_journal-11304	285	21	ar	ar	NOUN
american_scientific_journal-11304	285	22	model	model	NOUN
american_scientific_journal-11304	285	23	(	(	PUNCT
american_scientific_journal-11304	285	24	1	1	NUM
american_scientific_journal-11304	285	25	)	)	PUNCT
american_scientific_journal-11304	285	26	without	without	ADP
american_scientific_journal-11304	285	27	intercept	intercept	NOUN
american_scientific_journal-11304	285	28	for	for	ADP
american_scientific_journal-11304	285	29	metical	metical	ADJ
american_scientific_journal-11304	285	30	/	/	SYM
american_scientific_journal-11304	285	31	rand	rand	NOUN
american_scientific_journal-11304	285	32	exchange	exchange	NOUN
american_scientific_journal-11304	285	33	returns	return	NOUN
american_scientific_journal-11304	285	34	box	box	PROPN
american_scientific_journal-11304	285	35	-	-	PUNCT
american_scientific_journal-11304	285	36	pierce	pierce	PROPN
american_scientific_journal-11304	285	37	test	test	PROPN
american_scientific_journal-11304	285	38	qui	qui	X
american_scientific_journal-11304	285	39	-	-	ADJ
american_scientific_journal-11304	285	40	square	square	ADJ
american_scientific_journal-11304	285	41	statistics	statistic	NOUN
american_scientific_journal-11304	285	42	df	df	PROPN
american_scientific_journal-11304	285	43	prob	prob	PROPN
american_scientific_journal-11304	285	44	.	.	PUNCT
american_scientific_journal-11304	286	1	5,3618	5,3618	NUM
american_scientific_journal-11304	286	2	12	12	NUM
american_scientific_journal-11304	286	3	0,9448	0,9448	PROPN
american_scientific_journal-11304	286	4	box	box	NOUN
american_scientific_journal-11304	286	5	-	-	PUNCT
american_scientific_journal-11304	286	6	ljung	ljung	PROPN
american_scientific_journal-11304	286	7	test	test	NOUN
american_scientific_journal-11304	286	8	qui	qui	X
american_scientific_journal-11304	286	9	-	-	ADJ
american_scientific_journal-11304	286	10	square	square	ADJ
american_scientific_journal-11304	286	11	statistics	statistic	NOUN
american_scientific_journal-11304	286	12	df	df	PROPN
american_scientific_journal-11304	286	13	prob	prob	PROPN
american_scientific_journal-11304	286	14	.	.	PUNCT
american_scientific_journal-11304	287	1	5,7775	5,7775	NUM
american_scientific_journal-11304	287	2	12	12	NUM
american_scientific_journal-11304	287	3	0,9269	0,9269	PROPN
american_scientific_journal-11304	287	4	source	source	NOUN
american_scientific_journal-11304	287	5	:	:	PUNCT
american_scientific_journal-11304	287	6	authors	author	NOUN
american_scientific_journal-11304	287	7	,	,	PUNCT
american_scientific_journal-11304	287	8	processed	process	VERB
american_scientific_journal-11304	287	9	in	in	ADP
american_scientific_journal-11304	287	10	r	r	NOUN
american_scientific_journal-11304	287	11	4.0.3	4.0.3	NUM
american_scientific_journal-11304	287	12	4.1.3	4.1.3	NUM
american_scientific_journal-11304	287	13	.	.	PUNCT
american_scientific_journal-11304	287	14	arch	arch	ADJ
american_scientific_journal-11304	287	15	test	test	NOUN
american_scientific_journal-11304	287	16	for	for	ADP
american_scientific_journal-11304	287	17	the	the	DET
american_scientific_journal-11304	287	18	residuals	residual	NOUN
american_scientific_journal-11304	287	19	of	of	ADP
american_scientific_journal-11304	287	20	the	the	DET
american_scientific_journal-11304	287	21	estimated	estimate	VERB
american_scientific_journal-11304	287	22	ar(1	ar(1	NOUN
american_scientific_journal-11304	287	23	)	)	PUNCT
american_scientific_journal-11304	287	24	models	model	NOUN
american_scientific_journal-11304	287	25	without	without	ADP
american_scientific_journal-11304	287	26	intercept	intercept	NOUN
american_scientific_journal-11304	287	27	from	from	ADP
american_scientific_journal-11304	287	28	the	the	DET
american_scientific_journal-11304	287	29	results	result	NOUN
american_scientific_journal-11304	287	30	in	in	ADP
american_scientific_journal-11304	287	31	table	table	NOUN
american_scientific_journal-11304	287	32	10	10	NUM
american_scientific_journal-11304	287	33	it	it	PRON
american_scientific_journal-11304	287	34	can	can	AUX
american_scientific_journal-11304	287	35	be	be	AUX
american_scientific_journal-11304	287	36	stated	state	VERB
american_scientific_journal-11304	287	37	that	that	SCONJ
american_scientific_journal-11304	287	38	it	it	PRON
american_scientific_journal-11304	287	39	is	be	AUX
american_scientific_journal-11304	287	40	feasible	feasible	ADJ
american_scientific_journal-11304	287	41	to	to	PART
american_scientific_journal-11304	287	42	build	build	VERB
american_scientific_journal-11304	287	43	models	model	NOUN
american_scientific_journal-11304	287	44	of	of	ADP
american_scientific_journal-11304	287	45	the	the	DET
american_scientific_journal-11304	287	46	arch	arch	ADJ
american_scientific_journal-11304	287	47	class	class	NOUN
american_scientific_journal-11304	287	48	to	to	PART
american_scientific_journal-11304	287	49	correctly	correctly	ADV
american_scientific_journal-11304	287	50	describe	describe	VERB
american_scientific_journal-11304	287	51	the	the	DET
american_scientific_journal-11304	287	52	process	process	NOUN
american_scientific_journal-11304	287	53	of	of	ADP
american_scientific_journal-11304	287	54	formation	formation	NOUN
american_scientific_journal-11304	287	55	of	of	ADP
american_scientific_journal-11304	287	56	conditional	conditional	ADJ
american_scientific_journal-11304	287	57	variance	variance	NOUN
american_scientific_journal-11304	287	58	of	of	ADP
american_scientific_journal-11304	287	59	the	the	DET
american_scientific_journal-11304	287	60	errors	error	NOUN
american_scientific_journal-11304	287	61	generated	generate	VERB
american_scientific_journal-11304	287	62	by	by	ADP
american_scientific_journal-11304	287	63	each	each	DET
american_scientific_journal-11304	287	64	model	model	NOUN
american_scientific_journal-11304	287	65	estimated	estimate	VERB
american_scientific_journal-11304	287	66	in	in	ADP
american_scientific_journal-11304	287	67	tables	table	NOUN
american_scientific_journal-11304	287	68	american	american	ADJ
american_scientific_journal-11304	287	69	academic	academic	ADJ
american_scientific_journal-11304	287	70	scientific	scientific	ADJ
american_scientific_journal-11304	287	71	research	research	NOUN
american_scientific_journal-11304	287	72	journal	journal	NOUN
american_scientific_journal-11304	287	73	for	for	ADP
american_scientific_journal-11304	287	74	engineering	engineering	NOUN
american_scientific_journal-11304	287	75	,	,	PUNCT
american_scientific_journal-11304	287	76	technology	technology	NOUN
american_scientific_journal-11304	287	77	,	,	PUNCT
american_scientific_journal-11304	287	78	and	and	CCONJ
american_scientific_journal-11304	287	79	sciences	science	NOUN
american_scientific_journal-11304	287	80	(	(	PUNCT
american_scientific_journal-11304	287	81	asrjets	asrjet	NOUN
american_scientific_journal-11304	287	82	)	)	PUNCT
american_scientific_journal-11304	287	83	volume	volume	NOUN
american_scientific_journal-11304	287	84	101	101	NUM
american_scientific_journal-11304	287	85	,	,	PUNCT
american_scientific_journal-11304	287	86	no	no	DET
american_scientific_journal-11304	287	87	1	1	NUM
american_scientific_journal-11304	287	88	,	,	PUNCT
american_scientific_journal-11304	287	89	pp	pp	ADV
american_scientific_journal-11304	287	90	43	43	NUM
american_scientific_journal-11304	287	91	-	-	SYM
american_scientific_journal-11304	287	92	70	70	NUM
american_scientific_journal-11304	287	93	61	61	NUM
american_scientific_journal-11304	287	94	6	6	NUM
american_scientific_journal-11304	287	95	and	and	CCONJ
american_scientific_journal-11304	287	96	7	7	NUM
american_scientific_journal-11304	287	97	.	.	NOUN
american_scientific_journal-11304	287	98	table	table	NOUN
american_scientific_journal-11304	287	99	10	10	NUM
american_scientific_journal-11304	287	100	:	:	PUNCT
american_scientific_journal-11304	287	101	lm	lm	ADJ
american_scientific_journal-11304	287	102	test	test	NOUN
american_scientific_journal-11304	287	103	of	of	ADP
american_scientific_journal-11304	287	104	arch	arch	ADJ
american_scientific_journal-11304	287	105	effect	effect	NOUN
american_scientific_journal-11304	287	106	for	for	ADP
american_scientific_journal-11304	287	107	the	the	DET
american_scientific_journal-11304	287	108	variance	variance	NOUN
american_scientific_journal-11304	287	109	of	of	ADP
american_scientific_journal-11304	287	110	errors	error	NOUN
american_scientific_journal-11304	287	111	of	of	ADP
american_scientific_journal-11304	287	112	ar	ar	NOUN
american_scientific_journal-11304	287	113	models	model	NOUN
american_scientific_journal-11304	287	114	(	(	PUNCT
american_scientific_journal-11304	287	115	1	1	X
american_scientific_journal-11304	287	116	)	)	PUNCT
american_scientific_journal-11304	287	117	without	without	ADP
american_scientific_journal-11304	287	118	intercept	intercept	NOUN
american_scientific_journal-11304	287	119	arch	arch	ADJ
american_scientific_journal-11304	287	120	effect	effect	NOUN
american_scientific_journal-11304	287	121	arch	arch	ADJ
american_scientific_journal-11304	287	122	lm	lm	X
american_scientific_journal-11304	287	123	test	test	NOUN
american_scientific_journal-11304	287	124	serie	serie	PROPN
american_scientific_journal-11304	287	125	model	model	PROPN
american_scientific_journal-11304	287	126	qui	qui	PROPN
american_scientific_journal-11304	287	127	-	-	ADJ
american_scientific_journal-11304	287	128	square	square	ADJ
american_scientific_journal-11304	287	129	statistics	statistic	NOUN
american_scientific_journal-11304	287	130	df	df	PROPN
american_scientific_journal-11304	287	131	prob	prob	PROPN
american_scientific_journal-11304	287	132	.	.	PUNCT
american_scientific_journal-11304	288	1	metical	metical	ADJ
american_scientific_journal-11304	288	2	/	/	SYM
american_scientific_journal-11304	288	3	dollar	dollar	NOUN
american_scientific_journal-11304	288	4	exchange	exchange	NOUN
american_scientific_journal-11304	288	5	returns	return	NOUN
american_scientific_journal-11304	288	6	ar(1	ar(1	PART
american_scientific_journal-11304	288	7	)	)	PUNCT
american_scientific_journal-11304	288	8	28,846	28,846	NUM
american_scientific_journal-11304	288	9	12	12	NUM
american_scientific_journal-11304	288	10	0,004153	0,004153	ADJ
american_scientific_journal-11304	288	11	metical	metical	ADJ
american_scientific_journal-11304	288	12	/	/	SYM
american_scientific_journal-11304	288	13	rand	rand	NOUN
american_scientific_journal-11304	288	14	exchange	exchange	NOUN
american_scientific_journal-11304	288	15	returns	return	NOUN
american_scientific_journal-11304	288	16	ar(1	ar(1	NOUN
american_scientific_journal-11304	288	17	)	)	PUNCT
american_scientific_journal-11304	288	18	28,225	28,225	NUM
american_scientific_journal-11304	288	19	12	12	NUM
american_scientific_journal-11304	288	20	0.005128	0.005128	NUM
american_scientific_journal-11304	288	21	source	source	NOUN
american_scientific_journal-11304	288	22	:	:	PUNCT
american_scientific_journal-11304	288	23	authors	author	NOUN
american_scientific_journal-11304	288	24	,	,	PUNCT
american_scientific_journal-11304	288	25	processed	process	VERB
american_scientific_journal-11304	288	26	in	in	ADP
american_scientific_journal-11304	288	27	r	r	NOUN
american_scientific_journal-11304	288	28	4.0.3	4.0.3	NUM
american_scientific_journal-11304	289	1	4.1.4	4.1.4	NUM
american_scientific_journal-11304	289	2	.	.	PUNCT
american_scientific_journal-11304	290	1	ar	ar	PROPN
american_scientific_journal-11304	290	2	(	(	PUNCT
american_scientific_journal-11304	290	3	1	1	NUM
american_scientific_journal-11304	290	4	)	)	PUNCT
american_scientific_journal-11304	290	5	–	–	PUNCT
american_scientific_journal-11304	290	6	arch(1	arch(1	NOUN
american_scientific_journal-11304	290	7	)	)	PUNCT
american_scientific_journal-11304	290	8	model	model	NOUN
american_scientific_journal-11304	290	9	estimation	estimation	NOUN
american_scientific_journal-11304	290	10	table	table	NOUN
american_scientific_journal-11304	290	11	11	11	NUM
american_scientific_journal-11304	290	12	presents	present	VERB
american_scientific_journal-11304	290	13	the	the	DET
american_scientific_journal-11304	290	14	results	result	NOUN
american_scientific_journal-11304	290	15	of	of	ADP
american_scientific_journal-11304	290	16	the	the	DET
american_scientific_journal-11304	290	17	ar	ar	PROPN
american_scientific_journal-11304	290	18	(	(	PUNCT
american_scientific_journal-11304	290	19	1	1	NUM
american_scientific_journal-11304	290	20	)	)	PUNCT
american_scientific_journal-11304	290	21	–	–	PUNCT
american_scientific_journal-11304	290	22	arch	arch	ADJ
american_scientific_journal-11304	290	23	(	(	PUNCT
american_scientific_journal-11304	290	24	1	1	NUM
american_scientific_journal-11304	290	25	)	)	PUNCT
american_scientific_journal-11304	290	26	model	model	NOUN
american_scientific_journal-11304	290	27	of	of	ADP
american_scientific_journal-11304	290	28	the	the	DET
american_scientific_journal-11304	290	29	series	series	NOUN
american_scientific_journal-11304	290	30	of	of	ADP
american_scientific_journal-11304	290	31	metical	metical	ADJ
american_scientific_journal-11304	290	32	/	/	SYM
american_scientific_journal-11304	290	33	rand	rand	NOUN
american_scientific_journal-11304	290	34	exchange	exchange	NOUN
american_scientific_journal-11304	290	35	rate	rate	NOUN
american_scientific_journal-11304	290	36	returns	return	NOUN
american_scientific_journal-11304	290	37	,	,	PUNCT
american_scientific_journal-11304	290	38	estimated	estimate	VERB
american_scientific_journal-11304	290	39	in	in	ADP
american_scientific_journal-11304	290	40	the	the	DET
american_scientific_journal-11304	290	41	most	most	ADV
american_scientific_journal-11304	290	42	robust	robust	ADJ
american_scientific_journal-11304	290	43	form	form	NOUN
american_scientific_journal-11304	290	44	of	of	ADP
american_scientific_journal-11304	290	45	the	the	DET
american_scientific_journal-11304	290	46	parameters	parameter	NOUN
american_scientific_journal-11304	290	47	and	and	CCONJ
american_scientific_journal-11304	290	48	assuming	assume	VERB
american_scientific_journal-11304	290	49	the	the	DET
american_scientific_journal-11304	290	50	normal	normal	ADJ
american_scientific_journal-11304	290	51	distribution	distribution	NOUN
american_scientific_journal-11304	290	52	of	of	ADP
american_scientific_journal-11304	290	53	errors	error	NOUN
american_scientific_journal-11304	290	54	.	.	PUNCT
american_scientific_journal-11304	291	1	all	all	DET
american_scientific_journal-11304	291	2	coefficients	coefficient	NOUN
american_scientific_journal-11304	291	3	are	be	AUX
american_scientific_journal-11304	291	4	statistically	statistically	ADV
american_scientific_journal-11304	291	5	different	different	ADJ
american_scientific_journal-11304	291	6	from	from	ADP
american_scientific_journal-11304	291	7	zero	zero	NUM
american_scientific_journal-11304	291	8	to	to	ADP
american_scientific_journal-11304	291	9	5	5	NUM
american_scientific_journal-11304	291	10	%	%	NOUN
american_scientific_journal-11304	291	11	significance	significance	NOUN
american_scientific_journal-11304	291	12	.	.	PUNCT
american_scientific_journal-11304	292	1	the	the	DET
american_scientific_journal-11304	292	2	estimated	estimate	VERB
american_scientific_journal-11304	292	3	model	model	NOUN
american_scientific_journal-11304	292	4	captures	capture	VERB
american_scientific_journal-11304	292	5	the	the	DET
american_scientific_journal-11304	292	6	reaction	reaction	NOUN
american_scientific_journal-11304	292	7	to	to	ADP
american_scientific_journal-11304	292	8	shocks	shock	NOUN
american_scientific_journal-11304	292	9	,	,	PUNCT
american_scientific_journal-11304	292	10	as	as	SCONJ
american_scientific_journal-11304	292	11	the	the	DET
american_scientific_journal-11304	292	12	reaction	reaction	NOUN
american_scientific_journal-11304	292	13	coefficient	coefficient	NOUN
american_scientific_journal-11304	292	14	to	to	ADP
american_scientific_journal-11304	292	15	volatility	volatility	NOUN
american_scientific_journal-11304	292	16	shocks	shock	NOUN
american_scientific_journal-11304	292	17	is	be	AUX
american_scientific_journal-11304	292	18	alpha1=0.512228	alpha1=0.512228	PROPN
american_scientific_journal-11304	292	19	(	(	PUNCT
american_scientific_journal-11304	292	20	greater	great	ADJ
american_scientific_journal-11304	292	21	than	than	ADP
american_scientific_journal-11304	292	22	0.2	0.2	NUM
american_scientific_journal-11304	292	23	)	)	PUNCT
american_scientific_journal-11304	292	24	which	which	PRON
american_scientific_journal-11304	292	25	represents	represent	VERB
american_scientific_journal-11304	292	26	a	a	DET
american_scientific_journal-11304	292	27	high	high	ADJ
american_scientific_journal-11304	292	28	reaction	reaction	NOUN
american_scientific_journal-11304	292	29	,	,	PUNCT
american_scientific_journal-11304	292	30	that	that	ADV
american_scientific_journal-11304	292	31	is	is	ADV
american_scientific_journal-11304	292	32	,	,	PUNCT
american_scientific_journal-11304	292	33	the	the	DET
american_scientific_journal-11304	292	34	volatility	volatility	NOUN
american_scientific_journal-11304	292	35	of	of	ADP
american_scientific_journal-11304	292	36	the	the	DET
american_scientific_journal-11304	292	37	series	series	NOUN
american_scientific_journal-11304	292	38	presents	present	VERB
american_scientific_journal-11304	292	39	sharp	sharp	ADJ
american_scientific_journal-11304	292	40	peaks	peak	NOUN
american_scientific_journal-11304	292	41	.	.	PUNCT
american_scientific_journal-11304	293	1	the	the	DET
american_scientific_journal-11304	293	2	residual	residual	ADJ
american_scientific_journal-11304	293	3	analysis	analysis	NOUN
american_scientific_journal-11304	293	4	of	of	ADP
american_scientific_journal-11304	293	5	the	the	DET
american_scientific_journal-11304	293	6	model	model	NOUN
american_scientific_journal-11304	293	7	revealed	reveal	VERB
american_scientific_journal-11304	293	8	that	that	SCONJ
american_scientific_journal-11304	293	9	it	it	PRON
american_scientific_journal-11304	293	10	was	be	AUX
american_scientific_journal-11304	293	11	able	able	ADJ
american_scientific_journal-11304	293	12	to	to	PART
american_scientific_journal-11304	293	13	conveniently	conveniently	ADV
american_scientific_journal-11304	293	14	capture	capture	VERB
american_scientific_journal-11304	293	15	the	the	DET
american_scientific_journal-11304	293	16	heteroscedastic	heteroscedastic	ADJ
american_scientific_journal-11304	293	17	structure	structure	NOUN
american_scientific_journal-11304	293	18	of	of	ADP
american_scientific_journal-11304	293	19	the	the	DET
american_scientific_journal-11304	293	20	conditional	conditional	ADJ
american_scientific_journal-11304	293	21	error	error	NOUN
american_scientific_journal-11304	293	22	variance	variance	NOUN
american_scientific_journal-11304	293	23	,	,	PUNCT
american_scientific_journal-11304	293	24	with	with	ADP
american_scientific_journal-11304	293	25	the	the	DET
american_scientific_journal-11304	293	26	residual	residual	ADJ
american_scientific_journal-11304	293	27	series	series	NOUN
american_scientific_journal-11304	293	28	being	be	AUX
american_scientific_journal-11304	293	29	white	white	ADJ
american_scientific_journal-11304	293	30	noiseb	noiseb	NOUN
american_scientific_journal-11304	293	31	.	.	PUNCT
american_scientific_journal-11304	294	1	table	table	NOUN
american_scientific_journal-11304	294	2	11	11	NUM
american_scientific_journal-11304	294	3	:	:	PUNCT
american_scientific_journal-11304	294	4	ar	ar	PROPN
american_scientific_journal-11304	294	5	(	(	PUNCT
american_scientific_journal-11304	294	6	1)-arch	1)-arch	NUM
american_scientific_journal-11304	294	7	(	(	PUNCT
american_scientific_journal-11304	294	8	1	1	NUM
american_scientific_journal-11304	294	9	)	)	PUNCT
american_scientific_journal-11304	294	10	model	model	NOUN
american_scientific_journal-11304	294	11	for	for	ADP
american_scientific_journal-11304	294	12	the	the	DET
american_scientific_journal-11304	294	13	metical	metical	ADJ
american_scientific_journal-11304	294	14	/	/	SYM
american_scientific_journal-11304	294	15	rand	rand	NOUN
american_scientific_journal-11304	294	16	exchange	exchange	NOUN
american_scientific_journal-11304	294	17	rate	rate	NOUN
american_scientific_journal-11304	294	18	return	return	NOUN
american_scientific_journal-11304	294	19	series	series	PROPN
american_scientific_journal-11304	294	20	average	average	ADJ
american_scientific_journal-11304	294	21	standard	standard	ADJ
american_scientific_journal-11304	294	22	error	error	NOUN
american_scientific_journal-11304	294	23	statistic	statistic	NOUN
american_scientific_journal-11304	294	24	prob	prob	NOUN
american_scientific_journal-11304	294	25	.	.	PUNCT
american_scientific_journal-11304	295	1	ar1	ar1	PROPN
american_scientific_journal-11304	295	2	0,502661	0,502661	NUM
american_scientific_journal-11304	295	3	0,088298	0,088298	NOUN
american_scientific_journal-11304	295	4	5,6928	5,6928	NUM
american_scientific_journal-11304	295	5	0,000000	0,000000	NOUN
american_scientific_journal-11304	295	6	omega	omega	NOUN
american_scientific_journal-11304	295	7	0,000969	0,000969	NOUN
american_scientific_journal-11304	295	8	0,000172	0,000172	NOUN
american_scientific_journal-11304	295	9	5,6303	5,6303	NOUN
american_scientific_journal-11304	295	10	0,000000	0,000000	NUM
american_scientific_journal-11304	295	11	alpha1	alpha1	NOUN
american_scientific_journal-11304	296	1	0,512228	0,512228	PROPN
american_scientific_journal-11304	296	2	0,175199	0,175199	PROPN
american_scientific_journal-11304	297	1	2,9237	2,9237	NUM
american_scientific_journal-11304	297	2	0,003459	0,003459	NOUN
american_scientific_journal-11304	297	3	source	source	NOUN
american_scientific_journal-11304	297	4	:	:	PUNCT
american_scientific_journal-11304	297	5	authors	author	NOUN
american_scientific_journal-11304	297	6	,	,	PUNCT
american_scientific_journal-11304	297	7	processed	process	VERB
american_scientific_journal-11304	297	8	in	in	ADP
american_scientific_journal-11304	297	9	r	r	NOUN
american_scientific_journal-11304	297	10	4.0.3	4.0.3	NUM
american_scientific_journal-11304	297	11	as	as	SCONJ
american_scientific_journal-11304	297	12	expected	expect	VERB
american_scientific_journal-11304	297	13	,	,	PUNCT
american_scientific_journal-11304	297	14	through	through	ADP
american_scientific_journal-11304	297	15	the	the	DET
american_scientific_journal-11304	297	16	impact	impact	NOUN
american_scientific_journal-11304	297	17	curve	curve	NOUN
american_scientific_journal-11304	297	18	(	(	PUNCT
american_scientific_journal-11304	297	19	figure	figure	NOUN
american_scientific_journal-11304	297	20	8)	8)	NUM
american_scientific_journal-11304	297	21	,	,	PUNCT
american_scientific_journal-11304	297	22	the	the	DET
american_scientific_journal-11304	297	23	limitation	limitation	NOUN
american_scientific_journal-11304	297	24	of	of	ADP
american_scientific_journal-11304	297	25	this	this	DET
american_scientific_journal-11304	297	26	model	model	NOUN
american_scientific_journal-11304	297	27	(	(	PUNCT
american_scientific_journal-11304	297	28	the	the	DET
american_scientific_journal-11304	297	29	symmetric	symmetric	ADJ
american_scientific_journal-11304	297	30	effect	effect	NOUN
american_scientific_journal-11304	297	31	)	)	PUNCT
american_scientific_journal-11304	297	32	can	can	AUX
american_scientific_journal-11304	297	33	be	be	AUX
american_scientific_journal-11304	297	34	confirmed	confirm	VERB
american_scientific_journal-11304	297	35	,	,	PUNCT
american_scientific_journal-11304	297	36	that	that	ADV
american_scientific_journal-11304	297	37	is	is	ADV
american_scientific_journal-11304	297	38	,	,	PUNCT
american_scientific_journal-11304	297	39	positive	positive	ADJ
american_scientific_journal-11304	297	40	and	and	CCONJ
american_scientific_journal-11304	297	41	negative	negative	ADJ
american_scientific_journal-11304	297	42	shocks	shock	NOUN
american_scientific_journal-11304	297	43	have	have	VERB
american_scientific_journal-11304	297	44	the	the	DET
american_scientific_journal-11304	297	45	same	same	ADJ
american_scientific_journal-11304	297	46	impact	impact	NOUN
american_scientific_journal-11304	297	47	on	on	ADP
american_scientific_journal-11304	297	48	the	the	DET
american_scientific_journal-11304	297	49	conditional	conditional	ADJ
american_scientific_journal-11304	297	50	variance	variance	NOUN
american_scientific_journal-11304	297	51	.	.	PUNCT
american_scientific_journal-11304	298	1	b	b	PROPN
american_scientific_journal-11304	298	2	ver	ver	NOUN
american_scientific_journal-11304	298	3	anexo1	anexo1	X
american_scientific_journal-11304	298	4	(	(	PUNCT
american_scientific_journal-11304	298	5	tabela1	tabela1	ADV
american_scientific_journal-11304	298	6	.	.	PUNCT
american_scientific_journal-11304	299	1	análise	análise	PROPN
american_scientific_journal-11304	299	2	residual	residual	PROPN
american_scientific_journal-11304	299	3	do	do	VERB
american_scientific_journal-11304	299	4	modelo	modelo	PROPN
american_scientific_journal-11304	299	5	ar(1)-arch(1	ar(1)-arch(1	PROPN
american_scientific_journal-11304	299	6	)	)	PUNCT
american_scientific_journal-11304	299	7	de	de	X
american_scientific_journal-11304	299	8	retorno	retorno	X
american_scientific_journal-11304	299	9	de	de	X
american_scientific_journal-11304	299	10	taxa	taxa	NOUN
american_scientific_journal-11304	299	11	de	de	ADP
american_scientific_journal-11304	299	12	câmbio	câmbio	PROPN
american_scientific_journal-11304	299	13	metical	metical	ADJ
american_scientific_journal-11304	299	14	/	/	SYM
american_scientific_journal-11304	299	15	rand	rand	NOUN
american_scientific_journal-11304	299	16	,	,	PUNCT
american_scientific_journal-11304	299	17	estimação	estimação	ADJ
american_scientific_journal-11304	299	18	para	para	NOUN
american_scientific_journal-11304	299	19	o	o	PROPN
american_scientific_journal-11304	299	20	período	período	NOUN
american_scientific_journal-11304	299	21	de	de	PROPN
american_scientific_journal-11304	299	22	janeiro	janeiro	PROPN
american_scientific_journal-11304	299	23	de	de	X
american_scientific_journal-11304	299	24	2010	2010	NUM
american_scientific_journal-11304	299	25	a	a	DET
american_scientific_journal-11304	299	26	dezembro	dezembro	NOUN
american_scientific_journal-11304	299	27	de	de	ADP
american_scientific_journal-11304	299	28	2019	2019	NUM
american_scientific_journal-11304	299	29	)	)	PUNCT
american_scientific_journal-11304	299	30	american	american	ADJ
american_scientific_journal-11304	299	31	academic	academic	ADJ
american_scientific_journal-11304	299	32	scientific	scientific	ADJ
american_scientific_journal-11304	299	33	research	research	NOUN
american_scientific_journal-11304	299	34	journal	journal	NOUN
american_scientific_journal-11304	299	35	for	for	ADP
american_scientific_journal-11304	299	36	engineering	engineering	NOUN
american_scientific_journal-11304	299	37	,	,	PUNCT
american_scientific_journal-11304	299	38	technology	technology	NOUN
american_scientific_journal-11304	299	39	,	,	PUNCT
american_scientific_journal-11304	299	40	and	and	CCONJ
american_scientific_journal-11304	299	41	sciences	science	NOUN
american_scientific_journal-11304	299	42	(	(	PUNCT
american_scientific_journal-11304	299	43	asrjets	asrjet	NOUN
american_scientific_journal-11304	299	44	)	)	PUNCT
american_scientific_journal-11304	299	45	volume	volume	NOUN
american_scientific_journal-11304	299	46	101	101	NUM
american_scientific_journal-11304	299	47	,	,	PUNCT
american_scientific_journal-11304	299	48	no	no	DET
american_scientific_journal-11304	299	49	1	1	NUM
american_scientific_journal-11304	299	50	,	,	PUNCT
american_scientific_journal-11304	299	51	pp	pp	ADV
american_scientific_journal-11304	299	52	43	43	NUM
american_scientific_journal-11304	299	53	-	-	SYM
american_scientific_journal-11304	299	54	70	70	NUM
american_scientific_journal-11304	299	55	62	62	NUM
american_scientific_journal-11304	299	56	source	source	NOUN
american_scientific_journal-11304	299	57	:	:	PUNCT
american_scientific_journal-11304	299	58	the	the	DET
american_scientific_journal-11304	299	59	authors	author	NOUN
american_scientific_journal-11304	299	60	figure	figure	VERB
american_scientific_journal-11304	299	61	6	6	NUM
american_scientific_journal-11304	299	62	:	:	PUNCT
american_scientific_journal-11304	299	63	volatility	volatility	NOUN
american_scientific_journal-11304	299	64	impact	impact	NOUN
american_scientific_journal-11304	299	65	graph	graph	NOUN
american_scientific_journal-11304	299	66	of	of	ADP
american_scientific_journal-11304	299	67	the	the	DET
american_scientific_journal-11304	299	68	ar(1	ar(1	NOUN
american_scientific_journal-11304	299	69	)	)	PUNCT
american_scientific_journal-11304	299	70	arch	arch	NOUN
american_scientific_journal-11304	299	71	(	(	PUNCT
american_scientific_journal-11304	299	72	1	1	X
american_scientific_journal-11304	299	73	)	)	PUNCT
american_scientific_journal-11304	299	74	model	model	NOUN
american_scientific_journal-11304	299	75	for	for	ADP
american_scientific_journal-11304	299	76	the	the	DET
american_scientific_journal-11304	299	77	metical	metical	ADJ
american_scientific_journal-11304	299	78	/	/	SYM
american_scientific_journal-11304	299	79	dollar	dollar	NOUN
american_scientific_journal-11304	299	80	exchange	exchange	NOUN
american_scientific_journal-11304	299	81	rate	rate	NOUN
american_scientific_journal-11304	299	82	return	return	NOUN
american_scientific_journal-11304	299	83	series	series	NOUN
american_scientific_journal-11304	299	84	,	,	PUNCT
american_scientific_journal-11304	299	85	it	it	PRON
american_scientific_journal-11304	299	86	was	be	AUX
american_scientific_journal-11304	299	87	not	not	PART
american_scientific_journal-11304	299	88	possible	possible	ADJ
american_scientific_journal-11304	299	89	to	to	PART
american_scientific_journal-11304	299	90	find	find	VERB
american_scientific_journal-11304	299	91	the	the	DET
american_scientific_journal-11304	299	92	arch	arch	ADJ
american_scientific_journal-11304	299	93	class	class	NOUN
american_scientific_journal-11304	299	94	model	model	NOUN
american_scientific_journal-11304	299	95	at	at	ADP
american_scientific_journal-11304	299	96	the	the	DET
american_scientific_journal-11304	299	97	tested	test	VERB
american_scientific_journal-11304	299	98	lags	lag	NOUN
american_scientific_journal-11304	299	99	(	(	PUNCT
american_scientific_journal-11304	299	100	1	1	NUM
american_scientific_journal-11304	299	101	,	,	PUNCT
american_scientific_journal-11304	299	102	2	2	NUM
american_scientific_journal-11304	299	103	and	and	CCONJ
american_scientific_journal-11304	299	104	3	3	NUM
american_scientific_journal-11304	299	105	)	)	PUNCT
american_scientific_journal-11304	299	106	to	to	PART
american_scientific_journal-11304	299	107	model	model	VERB
american_scientific_journal-11304	299	108	the	the	DET
american_scientific_journal-11304	299	109	variance	variance	NOUN
american_scientific_journal-11304	299	110	equation	equation	NOUN
american_scientific_journal-11304	299	111	using	use	VERB
american_scientific_journal-11304	299	112	the	the	DET
american_scientific_journal-11304	299	113	ar	ar	NOUN
american_scientific_journal-11304	299	114	mean	mean	NOUN
american_scientific_journal-11304	299	115	equation	equation	NOUN
american_scientific_journal-11304	299	116	(	(	PUNCT
american_scientific_journal-11304	299	117	1	1	NUM
american_scientific_journal-11304	299	118	)	)	PUNCT
american_scientific_journal-11304	299	119	,	,	PUNCT
american_scientific_journal-11304	299	120	as	as	SCONJ
american_scientific_journal-11304	299	121	the	the	DET
american_scientific_journal-11304	299	122	parameters	parameter	NOUN
american_scientific_journal-11304	299	123	of	of	ADP
american_scientific_journal-11304	299	124	the	the	DET
american_scientific_journal-11304	299	125	tested	test	VERB
american_scientific_journal-11304	299	126	models	model	NOUN
american_scientific_journal-11304	299	127	were	be	AUX
american_scientific_journal-11304	299	128	not	not	PART
american_scientific_journal-11304	299	129	statistically	statistically	ADV
american_scientific_journal-11304	299	130	different	different	ADJ
american_scientific_journal-11304	299	131	from	from	ADP
american_scientific_journal-11304	299	132	zero	zero	NUM
american_scientific_journal-11304	299	133	to	to	ADP
american_scientific_journal-11304	299	134	5	5	NUM
american_scientific_journal-11304	299	135	%	%	NOUN
american_scientific_journal-11304	299	136	significance	significance	NOUN
american_scientific_journal-11304	299	137	.	.	PUNCT
american_scientific_journal-11304	300	1	4.1.5	4.1.5	X
american_scientific_journal-11304	300	2	.	.	X
american_scientific_journal-11304	300	3	ar	ar	PROPN
american_scientific_journal-11304	300	4	(	(	PUNCT
american_scientific_journal-11304	300	5	1	1	NUM
american_scientific_journal-11304	300	6	)	)	PUNCT
american_scientific_journal-11304	300	7	garch	garch	NOUN
american_scientific_journal-11304	300	8	(	(	PUNCT
american_scientific_journal-11304	300	9	1,1	1,1	NUM
american_scientific_journal-11304	300	10	)	)	PUNCT
american_scientific_journal-11304	300	11	model	model	NOUN
american_scientific_journal-11304	300	12	estimation	estimation	NOUN
american_scientific_journal-11304	300	13	table	table	NOUN
american_scientific_journal-11304	300	14	12	12	NUM
american_scientific_journal-11304	300	15	presents	present	NOUN
american_scientific_journal-11304	300	16	the	the	DET
american_scientific_journal-11304	300	17	ar	ar	PROPN
american_scientific_journal-11304	300	18	(	(	PUNCT
american_scientific_journal-11304	300	19	1	1	NUM
american_scientific_journal-11304	300	20	)	)	PUNCT
american_scientific_journal-11304	300	21	garch	garch	NOUN
american_scientific_journal-11304	300	22	(	(	PUNCT
american_scientific_journal-11304	300	23	1,1	1,1	NUM
american_scientific_journal-11304	300	24	)	)	PUNCT
american_scientific_journal-11304	300	25	model	model	NOUN
american_scientific_journal-11304	300	26	of	of	ADP
american_scientific_journal-11304	300	27	the	the	DET
american_scientific_journal-11304	300	28	metical	metical	ADJ
american_scientific_journal-11304	300	29	/	/	SYM
american_scientific_journal-11304	300	30	dollar	dollar	NOUN
american_scientific_journal-11304	300	31	exchange	exchange	NOUN
american_scientific_journal-11304	300	32	rate	rate	NOUN
american_scientific_journal-11304	300	33	return	return	NOUN
american_scientific_journal-11304	300	34	series	series	NOUN
american_scientific_journal-11304	300	35	,	,	PUNCT
american_scientific_journal-11304	300	36	estimated	estimate	VERB
american_scientific_journal-11304	300	37	in	in	ADP
american_scientific_journal-11304	300	38	the	the	DET
american_scientific_journal-11304	300	39	most	most	ADV
american_scientific_journal-11304	300	40	robust	robust	ADJ
american_scientific_journal-11304	300	41	form	form	NOUN
american_scientific_journal-11304	300	42	of	of	ADP
american_scientific_journal-11304	300	43	the	the	DET
american_scientific_journal-11304	300	44	parameters	parameter	NOUN
american_scientific_journal-11304	300	45	and	and	CCONJ
american_scientific_journal-11304	300	46	the	the	DET
american_scientific_journal-11304	300	47	normal	normal	ADJ
american_scientific_journal-11304	300	48	distribution	distribution	NOUN
american_scientific_journal-11304	300	49	of	of	ADP
american_scientific_journal-11304	300	50	errors	error	NOUN
american_scientific_journal-11304	300	51	was	be	AUX
american_scientific_journal-11304	300	52	assumed	assume	VERB
american_scientific_journal-11304	300	53	.	.	PUNCT
american_scientific_journal-11304	301	1	all	all	DET
american_scientific_journal-11304	301	2	coefficients	coefficient	NOUN
american_scientific_journal-11304	301	3	are	be	AUX
american_scientific_journal-11304	301	4	statistically	statistically	ADV
american_scientific_journal-11304	301	5	different	different	ADJ
american_scientific_journal-11304	301	6	from	from	ADP
american_scientific_journal-11304	301	7	zero	zero	NUM
american_scientific_journal-11304	301	8	to	to	ADP
american_scientific_journal-11304	301	9	5	5	NUM
american_scientific_journal-11304	301	10	%	%	NOUN
american_scientific_journal-11304	301	11	significance	significance	NOUN
american_scientific_journal-11304	301	12	,	,	PUNCT
american_scientific_journal-11304	301	13	with	with	ADP
american_scientific_journal-11304	301	14	a	a	DET
american_scientific_journal-11304	301	15	stationary	stationary	ADJ
american_scientific_journal-11304	301	16	process	process	NOUN
american_scientific_journal-11304	301	17	of	of	ADP
american_scientific_journal-11304	301	18	volatility	volatility	NOUN
american_scientific_journal-11304	301	19	as	as	ADP
american_scientific_journal-11304	301	20	the	the	DET
american_scientific_journal-11304	301	21	sum	sum	NOUN
american_scientific_journal-11304	301	22	of	of	ADP
american_scientific_journal-11304	301	23	their	their	PRON
american_scientific_journal-11304	301	24	coefficients	coefficient	NOUN
american_scientific_journal-11304	301	25	is	be	AUX
american_scientific_journal-11304	301	26	less	less	ADJ
american_scientific_journal-11304	301	27	than	than	ADP
american_scientific_journal-11304	301	28	unity	unity	NOUN
american_scientific_journal-11304	301	29	(	(	PUNCT
american_scientific_journal-11304	301	30	0.1472298	0.1472298	NUM
american_scientific_journal-11304	301	31	+	+	NOUN
american_scientific_journal-11304	301	32	0.774278	0.774278	NUM
american_scientific_journal-11304	301	33	=	=	SYM
american_scientific_journal-11304	301	34	0.9549	0.9549	NUM
american_scientific_journal-11304	301	35	<	<	X
american_scientific_journal-11304	301	36	1	1	NUM
american_scientific_journal-11304	301	37	)	)	PUNCT
american_scientific_journal-11304	301	38	.	.	PUNCT
american_scientific_journal-11304	302	1	the	the	DET
american_scientific_journal-11304	302	2	model	model	NOUN
american_scientific_journal-11304	302	3	presents	present	VERB
american_scientific_journal-11304	302	4	alpha1=0.1472298	alpha1=0.1472298	NOUN
american_scientific_journal-11304	302	5	(	(	PUNCT
american_scientific_journal-11304	302	6	less	less	ADJ
american_scientific_journal-11304	302	7	than	than	ADP
american_scientific_journal-11304	302	8	0.2	0.2	NUM
american_scientific_journal-11304	302	9	)	)	PUNCT
american_scientific_journal-11304	302	10	,	,	PUNCT
american_scientific_journal-11304	302	11	this	this	PRON
american_scientific_journal-11304	302	12	means	mean	VERB
american_scientific_journal-11304	302	13	that	that	SCONJ
american_scientific_journal-11304	302	14	the	the	DET
american_scientific_journal-11304	302	15	series	series	NOUN
american_scientific_journal-11304	302	16	has	have	VERB
american_scientific_journal-11304	302	17	a	a	DET
american_scientific_journal-11304	302	18	low	low	ADJ
american_scientific_journal-11304	302	19	reaction	reaction	NOUN
american_scientific_journal-11304	302	20	to	to	ADP
american_scientific_journal-11304	302	21	shocks	shock	NOUN
american_scientific_journal-11304	302	22	.	.	PUNCT
american_scientific_journal-11304	303	1	the	the	DET
american_scientific_journal-11304	303	2	persistence	persistence	NOUN
american_scientific_journal-11304	303	3	component	component	NOUN
american_scientific_journal-11304	303	4	was	be	AUX
american_scientific_journal-11304	303	5	equal	equal	ADJ
american_scientific_journal-11304	303	6	to	to	ADP
american_scientific_journal-11304	303	7	0.774278	0.774278	NUM
american_scientific_journal-11304	303	8	,	,	PUNCT
american_scientific_journal-11304	303	9	around	around	ADP
american_scientific_journal-11304	303	10	what	what	PRON
american_scientific_journal-11304	303	11	was	be	AUX
american_scientific_journal-11304	303	12	expected	expect	VERB
american_scientific_journal-11304	303	13	(	(	PUNCT
american_scientific_journal-11304	303	14	0.8	0.8	NUM
american_scientific_journal-11304	303	15	)	)	PUNCT
american_scientific_journal-11304	303	16	,	,	PUNCT
american_scientific_journal-11304	303	17	showing	show	VERB
american_scientific_journal-11304	303	18	that	that	SCONJ
american_scientific_journal-11304	303	19	a	a	DET
american_scientific_journal-11304	303	20	shock	shock	NOUN
american_scientific_journal-11304	303	21	in	in	ADP
american_scientific_journal-11304	303	22	volatility	volatility	NOUN
american_scientific_journal-11304	303	23	takes	take	VERB
american_scientific_journal-11304	303	24	a	a	DET
american_scientific_journal-11304	303	25	while	while	NOUN
american_scientific_journal-11304	303	26	to	to	PART
american_scientific_journal-11304	303	27	dissipate	dissipate	VERB
american_scientific_journal-11304	303	28	.	.	PUNCT
american_scientific_journal-11304	304	1	table	table	NOUN
american_scientific_journal-11304	304	2	12	12	NUM
american_scientific_journal-11304	304	3	:	:	PUNCT
american_scientific_journal-11304	304	4	ar	ar	PROPN
american_scientific_journal-11304	304	5	(	(	PUNCT
american_scientific_journal-11304	304	6	1)-garch	1)-garch	NUM
american_scientific_journal-11304	304	7	(	(	PUNCT
american_scientific_journal-11304	304	8	1,1	1,1	NUM
american_scientific_journal-11304	304	9	)	)	PUNCT
american_scientific_journal-11304	304	10	model	model	NOUN
american_scientific_journal-11304	304	11	for	for	ADP
american_scientific_journal-11304	304	12	the	the	DET
american_scientific_journal-11304	304	13	metical	metical	ADJ
american_scientific_journal-11304	304	14	/	/	SYM
american_scientific_journal-11304	304	15	dollar	dollar	NOUN
american_scientific_journal-11304	304	16	exchange	exchange	NOUN
american_scientific_journal-11304	304	17	rate	rate	NOUN
american_scientific_journal-11304	304	18	return	return	NOUN
american_scientific_journal-11304	304	19	series	series	PROPN
american_scientific_journal-11304	304	20	average	average	ADJ
american_scientific_journal-11304	304	21	standard	standard	PROPN
american_scientific_journal-11304	304	22	error	error	NOUN
american_scientific_journal-11304	304	23	statistics	statistic	NOUN
american_scientific_journal-11304	304	24	prob	prob	PROPN
american_scientific_journal-11304	304	25	.	.	PUNCT
american_scientific_journal-11304	305	1	ar1	ar1	PROPN
american_scientific_journal-11304	306	1	0,622343	0,622343	ADP
american_scientific_journal-11304	306	2	0,122549	0,122549	NOUN
american_scientific_journal-11304	307	1	5,078300	5,078300	NUM
american_scientific_journal-11304	307	2	0,000000	0,000000	NUM
american_scientific_journal-11304	307	3	omega	omega	NOUN
american_scientific_journal-11304	307	4	0,000044	0,000044	PROPN
american_scientific_journal-11304	307	5	0,000017	0,000017	ADJ
american_scientific_journal-11304	307	6	2,536700	2,536700	NUM
american_scientific_journal-11304	307	7	0,011190	0,011190	NOUN
american_scientific_journal-11304	307	8	alpha1	alpha1	NOUN
american_scientific_journal-11304	307	9	0,147298	0,147298	NOUN
american_scientific_journal-11304	307	10	0,054845	0,054845	ADJ
american_scientific_journal-11304	307	11	2,685700	2,685700	NUM
american_scientific_journal-11304	307	12	0,007238	0,007238	NOUN
american_scientific_journal-11304	307	13	beta1	beta1	NOUN
american_scientific_journal-11304	307	14	0,774278	0,774278	ADJ
american_scientific_journal-11304	307	15	0,042846	0,042846	NOUN
american_scientific_journal-11304	307	16	18,071400	18,071400	NUM
american_scientific_journal-11304	307	17	0,000000	0,000000	NUM
american_scientific_journal-11304	307	18	source	source	NOUN
american_scientific_journal-11304	307	19	:	:	PUNCT
american_scientific_journal-11304	307	20	the	the	DET
american_scientific_journal-11304	307	21	authors	author	NOUN
american_scientific_journal-11304	307	22	,	,	PUNCT
american_scientific_journal-11304	307	23	processado	processado	NOUN
american_scientific_journal-11304	307	24	in	in	ADP
american_scientific_journal-11304	307	25	r	r	PROPN
american_scientific_journal-11304	307	26	4.0.3	4.0.3	NUM
american_scientific_journal-11304	307	27	according	accord	VERB
american_scientific_journal-11304	307	28	to	to	ADP
american_scientific_journal-11304	307	29	the	the	DET
american_scientific_journal-11304	307	30	ljung	ljung	ADJ
american_scientific_journal-11304	307	31	-	-	PUNCT
american_scientific_journal-11304	307	32	box	box	NOUN
american_scientific_journal-11304	307	33	test	test	NOUN
american_scientific_journal-11304	307	34	weighted	weight	VERB
american_scientific_journal-11304	307	35	on	on	ADP
american_scientific_journal-11304	307	36	standardized	standardized	ADJ
american_scientific_journal-11304	307	37	residuals	residual	NOUN
american_scientific_journal-11304	307	38	(	(	PUNCT
american_scientific_journal-11304	307	39	table	table	NOUN
american_scientific_journal-11304	307	40	13	13	NUM
american_scientific_journal-11304	307	41	)	)	PUNCT
american_scientific_journal-11304	307	42	,	,	PUNCT
american_scientific_journal-11304	307	43	at	at	ADP
american_scientific_journal-11304	307	44	a	a	DET
american_scientific_journal-11304	307	45	significance	significance	NOUN
american_scientific_journal-11304	307	46	level	level	NOUN
american_scientific_journal-11304	307	47	of	of	ADP
american_scientific_journal-11304	307	48	5	5	NUM
american_scientific_journal-11304	307	49	%	%	NOUN
american_scientific_journal-11304	307	50	,	,	PUNCT
american_scientific_journal-11304	307	51	there	there	ADV
american_scientific_journal-11304	307	52	american	american	ADJ
american_scientific_journal-11304	307	53	academic	academic	ADJ
american_scientific_journal-11304	307	54	scientific	scientific	ADJ
american_scientific_journal-11304	307	55	research	research	NOUN
american_scientific_journal-11304	307	56	journal	journal	NOUN
american_scientific_journal-11304	307	57	for	for	ADP
american_scientific_journal-11304	307	58	engineering	engineering	NOUN
american_scientific_journal-11304	307	59	,	,	PUNCT
american_scientific_journal-11304	307	60	technology	technology	NOUN
american_scientific_journal-11304	307	61	,	,	PUNCT
american_scientific_journal-11304	307	62	and	and	CCONJ
american_scientific_journal-11304	307	63	sciences	science	NOUN
american_scientific_journal-11304	307	64	(	(	PUNCT
american_scientific_journal-11304	307	65	asrjets	asrjet	NOUN
american_scientific_journal-11304	307	66	)	)	PUNCT
american_scientific_journal-11304	307	67	volume	volume	NOUN
american_scientific_journal-11304	307	68	101	101	NUM
american_scientific_journal-11304	307	69	,	,	PUNCT
american_scientific_journal-11304	307	70	no	no	DET
american_scientific_journal-11304	307	71	1	1	NUM
american_scientific_journal-11304	307	72	,	,	PUNCT
american_scientific_journal-11304	307	73	pp	pp	ADV
american_scientific_journal-11304	307	74	43	43	NUM
american_scientific_journal-11304	307	75	-	-	SYM
american_scientific_journal-11304	307	76	70	70	NUM
american_scientific_journal-11304	307	77	63	63	NUM
american_scientific_journal-11304	307	78	is	be	AUX
american_scientific_journal-11304	307	79	sufficient	sufficient	ADJ
american_scientific_journal-11304	307	80	evidence	evidence	NOUN
american_scientific_journal-11304	307	81	to	to	PART
american_scientific_journal-11304	307	82	affirm	affirm	NOUN
american_scientific_journal-11304	307	83	that	that	SCONJ
american_scientific_journal-11304	307	84	the	the	DET
american_scientific_journal-11304	307	85	residuals	residual	NOUN
american_scientific_journal-11304	307	86	of	of	ADP
american_scientific_journal-11304	307	87	the	the	DET
american_scientific_journal-11304	307	88	ar(1	ar(1	NOUN
american_scientific_journal-11304	307	89	)	)	PUNCT
american_scientific_journal-11304	307	90	garch	garch	NOUN
american_scientific_journal-11304	307	91	(	(	PUNCT
american_scientific_journal-11304	307	92	1,1	1,1	NUM
american_scientific_journal-11304	307	93	)	)	PUNCT
american_scientific_journal-11304	307	94	model	model	NOUN
american_scientific_journal-11304	307	95	are	be	AUX
american_scientific_journal-11304	307	96	purely	purely	ADV
american_scientific_journal-11304	307	97	random	random	ADJ
american_scientific_journal-11304	307	98	.	.	PUNCT
american_scientific_journal-11304	308	1	table	table	NOUN
american_scientific_journal-11304	308	2	13	13	NUM
american_scientific_journal-11304	308	3	:	:	PUNCT
american_scientific_journal-11304	308	4	ljung	ljung	PROPN
american_scientific_journal-11304	308	5	-	-	PUNCT
american_scientific_journal-11304	308	6	box	box	NOUN
american_scientific_journal-11304	308	7	test	test	NOUN
american_scientific_journal-11304	308	8	weighted	weight	VERB
american_scientific_journal-11304	308	9	on	on	ADP
american_scientific_journal-11304	308	10	standardized	standardized	ADJ
american_scientific_journal-11304	308	11	residuals	residual	NOUN
american_scientific_journal-11304	308	12	statistic	statistic	NOUN
american_scientific_journal-11304	308	13	prob	prob	NOUN
american_scientific_journal-11304	308	14	.	.	PUNCT
american_scientific_journal-11304	309	1	lag	lag	PROPN
american_scientific_journal-11304	310	1	[	[	X
american_scientific_journal-11304	310	2	1	1	NUM
american_scientific_journal-11304	310	3	]	]	SYM
american_scientific_journal-11304	310	4	1,253	1,253	NUM
american_scientific_journal-11304	310	5	0,26297	0,26297	NOUN
american_scientific_journal-11304	310	6	lag	lag	VERB
american_scientific_journal-11304	310	7	[	[	X
american_scientific_journal-11304	310	8	2	2	NUM
american_scientific_journal-11304	310	9	]	]	SYM
american_scientific_journal-11304	310	10	2,505	2,505	NUM
american_scientific_journal-11304	310	11	0,09019	0,09019	NOUN
american_scientific_journal-11304	310	12	lag	lag	VERB
american_scientific_journal-11304	310	13	[	[	X
american_scientific_journal-11304	310	14	5	5	NUM
american_scientific_journal-11304	310	15	]	]	SYM
american_scientific_journal-11304	310	16	4,665	4,665	NUM
american_scientific_journal-11304	310	17	0,13802	0,13802	NUM
american_scientific_journal-11304	310	18	source	source	NOUN
american_scientific_journal-11304	310	19	:	:	PUNCT
american_scientific_journal-11304	310	20	the	the	DET
american_scientific_journal-11304	310	21	authors	author	NOUN
american_scientific_journal-11304	310	22	,	,	PUNCT
american_scientific_journal-11304	310	23	processed	process	VERB
american_scientific_journal-11304	310	24	in	in	ADP
american_scientific_journal-11304	310	25	r	r	NOUN
american_scientific_journal-11304	310	26	4.0.3	4.0.3	NUM
american_scientific_journal-11304	310	27	based	base	VERB
american_scientific_journal-11304	310	28	on	on	ADP
american_scientific_journal-11304	310	29	the	the	DET
american_scientific_journal-11304	310	30	weighted	weight	VERB
american_scientific_journal-11304	310	31	arch	arch	NOUN
american_scientific_journal-11304	310	32	-	-	PUNCT
american_scientific_journal-11304	310	33	lm	lm	PROPN
american_scientific_journal-11304	310	34	and	and	CCONJ
american_scientific_journal-11304	310	35	weighted	weight	VERB
american_scientific_journal-11304	310	36	ljung	ljung	PROPN
american_scientific_journal-11304	310	37	-	-	PUNCT
american_scientific_journal-11304	310	38	box	box	NOUN
american_scientific_journal-11304	310	39	tests	test	NOUN
american_scientific_journal-11304	310	40	on	on	ADP
american_scientific_journal-11304	310	41	standardized	standardized	ADJ
american_scientific_journal-11304	310	42	squared	squared	ADJ
american_scientific_journal-11304	310	43	residuals	residual	NOUN
american_scientific_journal-11304	310	44	(	(	PUNCT
american_scientific_journal-11304	310	45	table	table	NOUN
american_scientific_journal-11304	310	46	14	14	NUM
american_scientific_journal-11304	310	47	)	)	PUNCT
american_scientific_journal-11304	310	48	,	,	PUNCT
american_scientific_journal-11304	310	49	the	the	DET
american_scientific_journal-11304	310	50	null	null	ADJ
american_scientific_journal-11304	310	51	hypothesis	hypothesis	NOUN
american_scientific_journal-11304	310	52	that	that	PRON
american_scientific_journal-11304	310	53	the	the	DET
american_scientific_journal-11304	310	54	squared	squared	ADJ
american_scientific_journal-11304	310	55	residuals	residual	NOUN
american_scientific_journal-11304	310	56	are	be	AUX
american_scientific_journal-11304	310	57	white	white	ADJ
american_scientific_journal-11304	310	58	noise	noise	NOUN
american_scientific_journal-11304	310	59	can	can	AUX
american_scientific_journal-11304	310	60	not	not	PART
american_scientific_journal-11304	310	61	be	be	AUX
american_scientific_journal-11304	310	62	rejected	reject	VERB
american_scientific_journal-11304	310	63	,	,	PUNCT
american_scientific_journal-11304	310	64	since	since	SCONJ
american_scientific_journal-11304	310	65	the	the	DET
american_scientific_journal-11304	310	66	probability	probability	NOUN
american_scientific_journal-11304	310	67	values	value	NOUN
american_scientific_journal-11304	310	68	associated	associate	VERB
american_scientific_journal-11304	310	69	with	with	ADP
american_scientific_journal-11304	310	70	the	the	DET
american_scientific_journal-11304	310	71	two	two	NUM
american_scientific_journal-11304	310	72	tests	test	NOUN
american_scientific_journal-11304	310	73	are	be	AUX
american_scientific_journal-11304	310	74	greater	great	ADJ
american_scientific_journal-11304	310	75	than	than	ADP
american_scientific_journal-11304	310	76	0.05	0.05	NUM
american_scientific_journal-11304	310	77	.	.	PUNCT
american_scientific_journal-11304	311	1	in	in	ADP
american_scientific_journal-11304	311	2	this	this	DET
american_scientific_journal-11304	311	3	way	way	NOUN
american_scientific_journal-11304	311	4	,	,	PUNCT
american_scientific_journal-11304	311	5	the	the	DET
american_scientific_journal-11304	311	6	ar	ar	PROPN
american_scientific_journal-11304	311	7	(	(	PUNCT
american_scientific_journal-11304	311	8	1	1	NUM
american_scientific_journal-11304	311	9	)	)	PUNCT
american_scientific_journal-11304	311	10	garch	garch	NOUN
american_scientific_journal-11304	311	11	(	(	PUNCT
american_scientific_journal-11304	311	12	1,1	1,1	NUM
american_scientific_journal-11304	311	13	)	)	PUNCT
american_scientific_journal-11304	311	14	model	model	NOUN
american_scientific_journal-11304	311	15	correctly	correctly	ADV
american_scientific_journal-11304	311	16	allows	allow	VERB
american_scientific_journal-11304	311	17	the	the	DET
american_scientific_journal-11304	311	18	correlation	correlation	NOUN
american_scientific_journal-11304	311	19	of	of	ADP
american_scientific_journal-11304	311	20	squares	square	NOUN
american_scientific_journal-11304	311	21	of	of	ADP
american_scientific_journal-11304	311	22	residuals	residual	NOUN
american_scientific_journal-11304	311	23	to	to	PART
american_scientific_journal-11304	311	24	be	be	AUX
american_scientific_journal-11304	311	25	removed	remove	VERB
american_scientific_journal-11304	311	26	.	.	PUNCT
american_scientific_journal-11304	312	1	table	table	NOUN
american_scientific_journal-11304	312	2	14	14	NUM
american_scientific_journal-11304	312	3	:	:	PUNCT
american_scientific_journal-11304	312	4	weighted	weight	VERB
american_scientific_journal-11304	312	5	arch	arch	PROPN
american_scientific_journal-11304	312	6	-	-	PUNCT
american_scientific_journal-11304	312	7	lm	lm	PROPN
american_scientific_journal-11304	312	8	and	and	CCONJ
american_scientific_journal-11304	312	9	weighted	weight	VERB
american_scientific_journal-11304	312	10	ljung	ljung	PROPN
american_scientific_journal-11304	312	11	-	-	PUNCT
american_scientific_journal-11304	312	12	box	box	NOUN
american_scientific_journal-11304	312	13	tests	test	NOUN
american_scientific_journal-11304	312	14	on	on	ADP
american_scientific_journal-11304	312	15	standardized	standardized	ADJ
american_scientific_journal-11304	312	16	squared	square	VERB
american_scientific_journal-11304	312	17	residuals	residual	NOUN
american_scientific_journal-11304	312	18	weighted	weight	VERB
american_scientific_journal-11304	312	19	ljung	ljung	ADJ
american_scientific_journal-11304	312	20	-	-	PUNCT
american_scientific_journal-11304	312	21	box	box	NOUN
american_scientific_journal-11304	312	22	test	test	NOUN
american_scientific_journal-11304	312	23	on	on	ADP
american_scientific_journal-11304	312	24	standardized	standardized	ADJ
american_scientific_journal-11304	312	25	square	square	ADJ
american_scientific_journal-11304	312	26	residuals	residual	NOUN
american_scientific_journal-11304	312	27	statistics	statistic	NOUN
american_scientific_journal-11304	312	28	prob	prob	PROPN
american_scientific_journal-11304	312	29	.	.	PUNCT
american_scientific_journal-11304	313	1	lag[1	lag[1	PROPN
american_scientific_journal-11304	313	2	]	]	PUNCT
american_scientific_journal-11304	313	3	0,1197	0,1197	NOUN
american_scientific_journal-11304	313	4	0,7293	0,7293	NOUN
american_scientific_journal-11304	314	1	lag[5	lag[5	NOUN
american_scientific_journal-11304	314	2	]	]	PUNCT
american_scientific_journal-11304	314	3	2,0871	2,0871	NUM
american_scientific_journal-11304	314	4	0,5980	0,5980	PROPN
american_scientific_journal-11304	314	5	lag[9	lag[9	X
american_scientific_journal-11304	314	6	]	]	PUNCT
american_scientific_journal-11304	314	7	5,5884	5,5884	NUM
american_scientific_journal-11304	314	8	0,3483	0,3483	NOUN
american_scientific_journal-11304	314	9	weighted	weight	VERB
american_scientific_journal-11304	314	10	arch	arch	ADJ
american_scientific_journal-11304	314	11	-	-	PUNCT
american_scientific_journal-11304	314	12	lm	lm	NOUN
american_scientific_journal-11304	314	13	tests	test	NOUN
american_scientific_journal-11304	314	14	statistics	statistic	NOUN
american_scientific_journal-11304	314	15	form	form	NOUN
american_scientific_journal-11304	314	16	scale	scale	NOUN
american_scientific_journal-11304	314	17	prob	prob	PROPN
american_scientific_journal-11304	314	18	.	.	PUNCT
american_scientific_journal-11304	315	1	arch	arch	PROPN
american_scientific_journal-11304	315	2	lag[3	lag[3	PROPN
american_scientific_journal-11304	315	3	]	]	X
american_scientific_journal-11304	315	4	0,01608	0,01608	NOUN
american_scientific_journal-11304	315	5	0,500	0,500	NUM
american_scientific_journal-11304	315	6	2,000	2,000	NUM
american_scientific_journal-11304	315	7	0,89909	0,89909	NOUN
american_scientific_journal-11304	315	8	arch	arch	VERB
american_scientific_journal-11304	315	9	lag[5	lag[5	NOUN
american_scientific_journal-11304	315	10	]	]	PUNCT
american_scientific_journal-11304	315	11	5,51221	5,51221	NOUN
american_scientific_journal-11304	315	12	1,440	1,440	NUM
american_scientific_journal-11304	315	13	1,667	1,667	NUM
american_scientific_journal-11304	315	14	0,07814	0,07814	NUM
american_scientific_journal-11304	315	15	arch	arch	PROPN
american_scientific_journal-11304	315	16	lag[7	lag[7	PROPN
american_scientific_journal-11304	315	17	]	]	PUNCT
american_scientific_journal-11304	315	18	6,59809	6,59809	PROPN
american_scientific_journal-11304	315	19	2,315	2,315	NUM
american_scientific_journal-11304	315	20	1,543	1,543	NUM
american_scientific_journal-11304	315	21	0,10584	0,10584	NOUN
american_scientific_journal-11304	315	22	source	source	NOUN
american_scientific_journal-11304	315	23	:	:	PUNCT
american_scientific_journal-11304	315	24	the	the	DET
american_scientific_journal-11304	315	25	authors	author	NOUN
american_scientific_journal-11304	315	26	,	,	PUNCT
american_scientific_journal-11304	315	27	processed	process	VERB
american_scientific_journal-11304	315	28	in	in	ADP
american_scientific_journal-11304	315	29	r	r	NOUN
american_scientific_journal-11304	315	30	4.0.3	4.0.3	NUM
american_scientific_journal-11304	315	31	as	as	SCONJ
american_scientific_journal-11304	315	32	expected	expect	VERB
american_scientific_journal-11304	315	33	,	,	PUNCT
american_scientific_journal-11304	315	34	through	through	ADP
american_scientific_journal-11304	315	35	the	the	DET
american_scientific_journal-11304	315	36	impact	impact	NOUN
american_scientific_journal-11304	315	37	curve	curve	NOUN
american_scientific_journal-11304	315	38	(	(	PUNCT
american_scientific_journal-11304	315	39	figure	figure	NOUN
american_scientific_journal-11304	315	40	9	9	NUM
american_scientific_journal-11304	315	41	)	)	PUNCT
american_scientific_journal-11304	315	42	,	,	PUNCT
american_scientific_journal-11304	315	43	the	the	DET
american_scientific_journal-11304	315	44	limitation	limitation	NOUN
american_scientific_journal-11304	315	45	of	of	ADP
american_scientific_journal-11304	315	46	this	this	DET
american_scientific_journal-11304	315	47	model	model	NOUN
american_scientific_journal-11304	315	48	(	(	PUNCT
american_scientific_journal-11304	315	49	the	the	DET
american_scientific_journal-11304	315	50	symmetric	symmetric	ADJ
american_scientific_journal-11304	315	51	effect	effect	NOUN
american_scientific_journal-11304	315	52	)	)	PUNCT
american_scientific_journal-11304	315	53	can	can	AUX
american_scientific_journal-11304	315	54	be	be	AUX
american_scientific_journal-11304	315	55	confirmed	confirm	VERB
american_scientific_journal-11304	315	56	,	,	PUNCT
american_scientific_journal-11304	315	57	that	that	ADV
american_scientific_journal-11304	315	58	is	is	ADV
american_scientific_journal-11304	315	59	,	,	PUNCT
american_scientific_journal-11304	315	60	positive	positive	ADJ
american_scientific_journal-11304	315	61	and	and	CCONJ
american_scientific_journal-11304	315	62	negative	negative	ADJ
american_scientific_journal-11304	315	63	shocks	shock	NOUN
american_scientific_journal-11304	315	64	have	have	VERB
american_scientific_journal-11304	315	65	the	the	DET
american_scientific_journal-11304	315	66	same	same	ADJ
american_scientific_journal-11304	315	67	impact	impact	NOUN
american_scientific_journal-11304	315	68	on	on	ADP
american_scientific_journal-11304	315	69	the	the	DET
american_scientific_journal-11304	315	70	conditional	conditional	ADJ
american_scientific_journal-11304	315	71	variance	variance	NOUN
american_scientific_journal-11304	315	72	.	.	PUNCT
american_scientific_journal-11304	316	1	american	american	ADJ
american_scientific_journal-11304	316	2	academic	academic	ADJ
american_scientific_journal-11304	316	3	scientific	scientific	ADJ
american_scientific_journal-11304	316	4	research	research	NOUN
american_scientific_journal-11304	316	5	journal	journal	NOUN
american_scientific_journal-11304	316	6	for	for	ADP
american_scientific_journal-11304	316	7	engineering	engineering	NOUN
american_scientific_journal-11304	316	8	,	,	PUNCT
american_scientific_journal-11304	316	9	technology	technology	NOUN
american_scientific_journal-11304	316	10	,	,	PUNCT
american_scientific_journal-11304	316	11	and	and	CCONJ
american_scientific_journal-11304	316	12	sciences	science	NOUN
american_scientific_journal-11304	316	13	(	(	PUNCT
american_scientific_journal-11304	316	14	asrjets	asrjet	NOUN
american_scientific_journal-11304	316	15	)	)	PUNCT
american_scientific_journal-11304	316	16	volume	volume	NOUN
american_scientific_journal-11304	316	17	101	101	NUM
american_scientific_journal-11304	316	18	,	,	PUNCT
american_scientific_journal-11304	316	19	no	no	DET
american_scientific_journal-11304	316	20	1	1	NUM
american_scientific_journal-11304	316	21	,	,	PUNCT
american_scientific_journal-11304	316	22	pp	pp	ADV
american_scientific_journal-11304	316	23	43	43	NUM
american_scientific_journal-11304	316	24	-	-	SYM
american_scientific_journal-11304	316	25	70	70	NUM
american_scientific_journal-11304	316	26	64	64	NUM
american_scientific_journal-11304	316	27	source	source	NOUN
american_scientific_journal-11304	316	28	:	:	PUNCT
american_scientific_journal-11304	316	29	the	the	DET
american_scientific_journal-11304	316	30	authors	author	NOUN
american_scientific_journal-11304	316	31	figure	figure	VERB
american_scientific_journal-11304	316	32	7	7	NUM
american_scientific_journal-11304	316	33	:	:	PUNCT
american_scientific_journal-11304	316	34	volatility	volatility	NOUN
american_scientific_journal-11304	316	35	impact	impact	NOUN
american_scientific_journal-11304	316	36	graph	graph	NOUN
american_scientific_journal-11304	316	37	of	of	ADP
american_scientific_journal-11304	316	38	the	the	DET
american_scientific_journal-11304	316	39	ar(1	ar(1	NOUN
american_scientific_journal-11304	316	40	)	)	PUNCT
american_scientific_journal-11304	316	41	garch(1,1	garch(1,1	NOUN
american_scientific_journal-11304	316	42	)	)	PUNCT
american_scientific_journal-11304	316	43	model	model	NOUN
american_scientific_journal-11304	316	44	for	for	ADP
american_scientific_journal-11304	316	45	the	the	DET
american_scientific_journal-11304	316	46	series	series	NOUN
american_scientific_journal-11304	316	47	of	of	ADP
american_scientific_journal-11304	316	48	metical	metical	ADJ
american_scientific_journal-11304	316	49	/	/	SYM
american_scientific_journal-11304	316	50	rand	rand	NOUN
american_scientific_journal-11304	316	51	exchange	exchange	NOUN
american_scientific_journal-11304	316	52	rate	rate	NOUN
american_scientific_journal-11304	316	53	returns	return	NOUN
american_scientific_journal-11304	316	54	,	,	PUNCT
american_scientific_journal-11304	316	55	it	it	PRON
american_scientific_journal-11304	316	56	was	be	AUX
american_scientific_journal-11304	316	57	not	not	PART
american_scientific_journal-11304	316	58	possible	possible	ADJ
american_scientific_journal-11304	316	59	to	to	PART
american_scientific_journal-11304	316	60	find	find	VERB
american_scientific_journal-11304	316	61	the	the	DET
american_scientific_journal-11304	316	62	appropriate	appropriate	ADJ
american_scientific_journal-11304	316	63	garch	garch	NOUN
american_scientific_journal-11304	316	64	model	model	NOUN
american_scientific_journal-11304	316	65	to	to	PART
american_scientific_journal-11304	316	66	model	model	VERB
american_scientific_journal-11304	316	67	the	the	DET
american_scientific_journal-11304	316	68	variance	variance	NOUN
american_scientific_journal-11304	316	69	equation	equation	NOUN
american_scientific_journal-11304	316	70	in	in	ADP
american_scientific_journal-11304	316	71	the	the	DET
american_scientific_journal-11304	316	72	lags	lag	NOUN
american_scientific_journal-11304	316	73	tested	test	VERB
american_scientific_journal-11304	316	74	using	use	VERB
american_scientific_journal-11304	316	75	the	the	DET
american_scientific_journal-11304	316	76	ar	ar	NOUN
american_scientific_journal-11304	316	77	(	(	PUNCT
american_scientific_journal-11304	316	78	1	1	X
american_scientific_journal-11304	316	79	)	)	PUNCT
american_scientific_journal-11304	317	1	mean	mean	NOUN
american_scientific_journal-11304	317	2	equation	equation	NOUN
american_scientific_journal-11304	317	3	,	,	PUNCT
american_scientific_journal-11304	317	4	as	as	SCONJ
american_scientific_journal-11304	317	5	the	the	DET
american_scientific_journal-11304	317	6	parameters	parameter	NOUN
american_scientific_journal-11304	317	7	of	of	ADP
american_scientific_journal-11304	317	8	the	the	DET
american_scientific_journal-11304	317	9	tested	test	VERB
american_scientific_journal-11304	317	10	models	model	NOUN
american_scientific_journal-11304	317	11	were	be	AUX
american_scientific_journal-11304	317	12	not	not	PART
american_scientific_journal-11304	317	13	statistically	statistically	ADV
american_scientific_journal-11304	317	14	different	different	ADJ
american_scientific_journal-11304	317	15	from	from	ADP
american_scientific_journal-11304	317	16	zero	zero	NUM
american_scientific_journal-11304	317	17	to	to	ADP
american_scientific_journal-11304	317	18	5	5	NUM
american_scientific_journal-11304	317	19	%	%	NOUN
american_scientific_journal-11304	317	20	significance	significance	NOUN
american_scientific_journal-11304	317	21	.	.	PUNCT
american_scientific_journal-11304	318	1	4.1.6	4.1.6	X
american_scientific_journal-11304	318	2	.	.	PROPN
american_scientific_journal-11304	318	3	ar	ar	PROPN
american_scientific_journal-11304	318	4	(	(	PUNCT
american_scientific_journal-11304	318	5	1	1	NUM
american_scientific_journal-11304	318	6	)	)	PUNCT
american_scientific_journal-11304	318	7	egarch(1,1	egarch(1,1	NOUN
american_scientific_journal-11304	318	8	)	)	PUNCT
american_scientific_journal-11304	318	9	model	model	NOUN
american_scientific_journal-11304	318	10	estimation	estimation	NOUN
american_scientific_journal-11304	318	11	due	due	ADP
american_scientific_journal-11304	318	12	to	to	ADP
american_scientific_journal-11304	318	13	the	the	DET
american_scientific_journal-11304	318	14	limitation	limitation	NOUN
american_scientific_journal-11304	318	15	of	of	ADP
american_scientific_journal-11304	318	16	the	the	DET
american_scientific_journal-11304	318	17	garch	garch	NOUN
american_scientific_journal-11304	318	18	model	model	NOUN
american_scientific_journal-11304	318	19	,	,	PUNCT
american_scientific_journal-11304	318	20	which	which	PRON
american_scientific_journal-11304	318	21	does	do	AUX
american_scientific_journal-11304	318	22	not	not	PART
american_scientific_journal-11304	318	23	capture	capture	VERB
american_scientific_journal-11304	318	24	the	the	DET
american_scientific_journal-11304	318	25	asymmetric	asymmetric	ADJ
american_scientific_journal-11304	318	26	effect	effect	NOUN
american_scientific_journal-11304	318	27	,	,	PUNCT
american_scientific_journal-11304	318	28	which	which	PRON
american_scientific_journal-11304	318	29	means	mean	VERB
american_scientific_journal-11304	318	30	that	that	SCONJ
american_scientific_journal-11304	318	31	positive	positive	ADJ
american_scientific_journal-11304	318	32	and	and	CCONJ
american_scientific_journal-11304	318	33	negative	negative	ADJ
american_scientific_journal-11304	318	34	shocks	shock	NOUN
american_scientific_journal-11304	318	35	have	have	VERB
american_scientific_journal-11304	318	36	the	the	DET
american_scientific_journal-11304	318	37	same	same	ADJ
american_scientific_journal-11304	318	38	impact	impact	NOUN
american_scientific_journal-11304	318	39	on	on	ADP
american_scientific_journal-11304	318	40	the	the	DET
american_scientific_journal-11304	318	41	conditional	conditional	ADJ
american_scientific_journal-11304	318	42	variance	variance	NOUN
american_scientific_journal-11304	318	43	,	,	PUNCT
american_scientific_journal-11304	318	44	the	the	DET
american_scientific_journal-11304	318	45	ar	ar	PROPN
american_scientific_journal-11304	318	46	(	(	PUNCT
american_scientific_journal-11304	318	47	1	1	NUM
american_scientific_journal-11304	318	48	)	)	PUNCT
american_scientific_journal-11304	318	49	egarch	egarch	NOUN
american_scientific_journal-11304	318	50	(	(	PUNCT
american_scientific_journal-11304	318	51	1,1	1,1	NUM
american_scientific_journal-11304	318	52	)	)	PUNCT
american_scientific_journal-11304	318	53	model	model	NOUN
american_scientific_journal-11304	318	54	was	be	AUX
american_scientific_journal-11304	318	55	estimated	estimate	VERB
american_scientific_journal-11304	318	56	.	.	PUNCT
american_scientific_journal-11304	319	1	of	of	ADP
american_scientific_journal-11304	319	2	the	the	DET
american_scientific_journal-11304	319	3	metical	metical	ADJ
american_scientific_journal-11304	319	4	/	/	SYM
american_scientific_journal-11304	319	5	dollar	dollar	NOUN
american_scientific_journal-11304	319	6	exchange	exchange	NOUN
american_scientific_journal-11304	319	7	rate	rate	NOUN
american_scientific_journal-11304	319	8	return	return	NOUN
american_scientific_journal-11304	319	9	series	series	NOUN
american_scientific_journal-11304	319	10	considering	consider	VERB
american_scientific_journal-11304	319	11	the	the	DET
american_scientific_journal-11304	319	12	most	most	ADV
american_scientific_journal-11304	319	13	robust	robust	ADJ
american_scientific_journal-11304	319	14	form	form	NOUN
american_scientific_journal-11304	319	15	and	and	CCONJ
american_scientific_journal-11304	319	16	assuming	assume	VERB
american_scientific_journal-11304	319	17	the	the	DET
american_scientific_journal-11304	319	18	normal	normal	ADJ
american_scientific_journal-11304	319	19	distribution	distribution	NOUN
american_scientific_journal-11304	319	20	of	of	ADP
american_scientific_journal-11304	319	21	errors	error	NOUN
american_scientific_journal-11304	319	22	.	.	PUNCT
american_scientific_journal-11304	320	1	table	table	NOUN
american_scientific_journal-11304	320	2	15	15	NUM
american_scientific_journal-11304	320	3	below	below	ADV
american_scientific_journal-11304	320	4	shows	show	VERB
american_scientific_journal-11304	320	5	that	that	SCONJ
american_scientific_journal-11304	320	6	the	the	DET
american_scientific_journal-11304	320	7	ar	ar	PROPN
american_scientific_journal-11304	320	8	(	(	PUNCT
american_scientific_journal-11304	320	9	1	1	NUM
american_scientific_journal-11304	320	10	)	)	PUNCT
american_scientific_journal-11304	320	11	egarch	egarch	NOUN
american_scientific_journal-11304	320	12	(	(	PUNCT
american_scientific_journal-11304	320	13	1,1	1,1	NUM
american_scientific_journal-11304	320	14	)	)	PUNCT
american_scientific_journal-11304	320	15	model	model	NOUN
american_scientific_journal-11304	320	16	presents	present	VERB
american_scientific_journal-11304	320	17	all	all	DET
american_scientific_journal-11304	320	18	significant	significant	ADJ
american_scientific_journal-11304	320	19	parameters	parameter	NOUN
american_scientific_journal-11304	320	20	at	at	ADP
american_scientific_journal-11304	320	21	the	the	DET
american_scientific_journal-11304	320	22	5	5	NUM
american_scientific_journal-11304	320	23	%	%	NOUN
american_scientific_journal-11304	320	24	significance	significance	NOUN
american_scientific_journal-11304	320	25	level	level	NOUN
american_scientific_journal-11304	320	26	,	,	PUNCT
american_scientific_journal-11304	320	27	in	in	ADP
american_scientific_journal-11304	320	28	addition	addition	NOUN
american_scientific_journal-11304	320	29	,	,	PUNCT
american_scientific_journal-11304	320	30	the	the	DET
american_scientific_journal-11304	320	31	value	value	NOUN
american_scientific_journal-11304	320	32	of	of	ADP
american_scientific_journal-11304	320	33	beta1=0.97479	beta1=0.97479	PROPN
american_scientific_journal-11304	320	34	is	be	AUX
american_scientific_journal-11304	320	35	quite	quite	ADV
american_scientific_journal-11304	320	36	high	high	ADJ
american_scientific_journal-11304	320	37	,	,	PUNCT
american_scientific_journal-11304	320	38	which	which	PRON
american_scientific_journal-11304	320	39	means	mean	VERB
american_scientific_journal-11304	320	40	presence	presence	NOUN
american_scientific_journal-11304	320	41	of	of	ADP
american_scientific_journal-11304	320	42	high	high	ADJ
american_scientific_journal-11304	320	43	persistence	persistence	NOUN
american_scientific_journal-11304	320	44	of	of	ADP
american_scientific_journal-11304	320	45	volatility	volatility	NOUN
american_scientific_journal-11304	320	46	,	,	PUNCT
american_scientific_journal-11304	320	47	indicating	indicate	VERB
american_scientific_journal-11304	320	48	that	that	SCONJ
american_scientific_journal-11304	320	49	a	a	DET
american_scientific_journal-11304	320	50	shock	shock	NOUN
american_scientific_journal-11304	320	51	in	in	ADP
american_scientific_journal-11304	320	52	the	the	DET
american_scientific_journal-11304	320	53	series	series	NOUN
american_scientific_journal-11304	320	54	of	of	ADP
american_scientific_journal-11304	320	55	metical	metical	ADJ
american_scientific_journal-11304	320	56	/	/	SYM
american_scientific_journal-11304	320	57	dollar	dollar	NOUN
american_scientific_journal-11304	320	58	exchange	exchange	NOUN
american_scientific_journal-11304	320	59	rate	rate	NOUN
american_scientific_journal-11304	320	60	returns	return	NOUN
american_scientific_journal-11304	320	61	will	will	AUX
american_scientific_journal-11304	320	62	have	have	VERB
american_scientific_journal-11304	320	63	an	an	DET
american_scientific_journal-11304	320	64	effect	effect	NOUN
american_scientific_journal-11304	320	65	for	for	ADP
american_scientific_journal-11304	320	66	several	several	ADJ
american_scientific_journal-11304	320	67	periods	period	NOUN
american_scientific_journal-11304	320	68	on	on	ADP
american_scientific_journal-11304	320	69	the	the	DET
american_scientific_journal-11304	320	70	volatility	volatility	NOUN
american_scientific_journal-11304	320	71	of	of	ADP
american_scientific_journal-11304	320	72	these	these	DET
american_scientific_journal-11304	320	73	returns	return	NOUN
american_scientific_journal-11304	320	74	.	.	PUNCT
american_scientific_journal-11304	321	1	the	the	DET
american_scientific_journal-11304	321	2	model	model	NOUN
american_scientific_journal-11304	321	3	provides	provide	VERB
american_scientific_journal-11304	321	4	evidence	evidence	NOUN
american_scientific_journal-11304	321	5	of	of	ADP
american_scientific_journal-11304	321	6	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	321	7	in	in	ADP
american_scientific_journal-11304	321	8	the	the	DET
american_scientific_journal-11304	321	9	volatility	volatility	NOUN
american_scientific_journal-11304	321	10	of	of	ADP
american_scientific_journal-11304	321	11	returns	return	NOUN
american_scientific_journal-11304	321	12	in	in	ADP
american_scientific_journal-11304	321	13	the	the	DET
american_scientific_journal-11304	321	14	metical	metical	ADJ
american_scientific_journal-11304	321	15	/	/	SYM
american_scientific_journal-11304	321	16	dollar	dollar	NOUN
american_scientific_journal-11304	321	17	exchange	exchange	NOUN
american_scientific_journal-11304	321	18	rate	rate	NOUN
american_scientific_journal-11304	321	19	series	serie	NOUN
american_scientific_journal-11304	321	20	,	,	PUNCT
american_scientific_journal-11304	321	21	as	as	SCONJ
american_scientific_journal-11304	321	22	the	the	DET
american_scientific_journal-11304	321	23	“	"	PUNCT
american_scientific_journal-11304	321	24	gamma1	gamma1	NOUN
american_scientific_journal-11304	321	25	”	"	PUNCT
american_scientific_journal-11304	321	26	coefficient	coefficient	NOUN
american_scientific_journal-11304	321	27	proved	prove	VERB
american_scientific_journal-11304	321	28	to	to	PART
american_scientific_journal-11304	321	29	be	be	AUX
american_scientific_journal-11304	321	30	significant	significant	ADJ
american_scientific_journal-11304	321	31	.	.	PUNCT
american_scientific_journal-11304	322	1	in	in	ADP
american_scientific_journal-11304	322	2	this	this	DET
american_scientific_journal-11304	322	3	way	way	NOUN
american_scientific_journal-11304	322	4	,	,	PUNCT
american_scientific_journal-11304	322	5	positive	positive	ADJ
american_scientific_journal-11304	322	6	and	and	CCONJ
american_scientific_journal-11304	322	7	negative	negative	ADJ
american_scientific_journal-11304	322	8	shocks	shock	NOUN
american_scientific_journal-11304	322	9	have	have	VERB
american_scientific_journal-11304	322	10	different	different	ADJ
american_scientific_journal-11304	322	11	impacts	impact	NOUN
american_scientific_journal-11304	322	12	on	on	ADP
american_scientific_journal-11304	322	13	volatility	volatility	NOUN
american_scientific_journal-11304	322	14	,	,	PUNCT
american_scientific_journal-11304	322	15	and	and	CCONJ
american_scientific_journal-11304	322	16	with	with	ADP
american_scientific_journal-11304	322	17	evidence	evidence	NOUN
american_scientific_journal-11304	322	18	of	of	ADP
american_scientific_journal-11304	322	19	the	the	DET
american_scientific_journal-11304	322	20	leverage	leverage	NOUN
american_scientific_journal-11304	322	21	effect	effect	NOUN
american_scientific_journal-11304	322	22	[	[	PUNCT
american_scientific_journal-11304	322	23	see	see	VERB
american_scientific_journal-11304	322	24	figure	figure	NOUN
american_scientific_journal-11304	322	25	10	10	NUM
american_scientific_journal-11304	322	26	.	.	PUNCT
american_scientific_journal-11304	323	1	volatility	volatility	NOUN
american_scientific_journal-11304	323	2	impact	impact	NOUN
american_scientific_journal-11304	323	3	graph	graph	NOUN
american_scientific_journal-11304	323	4	of	of	ADP
american_scientific_journal-11304	323	5	the	the	DET
american_scientific_journal-11304	323	6	ar(1)-egarch(1,1	ar(1)-egarch(1,1	NOUN
american_scientific_journal-11304	323	7	)	)	PUNCT
american_scientific_journal-11304	323	8	model	model	NOUN
american_scientific_journal-11304	323	9	.	.	PUNCT
american_scientific_journal-11304	324	1	table	table	NOUN
american_scientific_journal-11304	324	2	15	15	NUM
american_scientific_journal-11304	324	3	:	:	PUNCT
american_scientific_journal-11304	324	4	ar	ar	PROPN
american_scientific_journal-11304	324	5	(	(	PUNCT
american_scientific_journal-11304	324	6	1)-egarch	1)-egarch	NUM
american_scientific_journal-11304	324	7	(	(	PUNCT
american_scientific_journal-11304	324	8	1,1	1,1	NUM
american_scientific_journal-11304	324	9	)	)	PUNCT
american_scientific_journal-11304	324	10	model	model	NOUN
american_scientific_journal-11304	324	11	for	for	ADP
american_scientific_journal-11304	324	12	the	the	DET
american_scientific_journal-11304	324	13	metical	metical	ADJ
american_scientific_journal-11304	324	14	/	/	SYM
american_scientific_journal-11304	324	15	dollar	dollar	NOUN
american_scientific_journal-11304	324	16	exchange	exchange	NOUN
american_scientific_journal-11304	324	17	rate	rate	NOUN
american_scientific_journal-11304	324	18	return	return	NOUN
american_scientific_journal-11304	324	19	series	series	PROPN
american_scientific_journal-11304	324	20	average	average	ADJ
american_scientific_journal-11304	324	21	standard	standard	PROPN
american_scientific_journal-11304	324	22	error	error	NOUN
american_scientific_journal-11304	324	23	statistics	statistic	NOUN
american_scientific_journal-11304	324	24	prob	prob	PROPN
american_scientific_journal-11304	324	25	.	.	PUNCT
american_scientific_journal-11304	325	1	ar1	ar1	PROPN
american_scientific_journal-11304	325	2	0,40591	0,40591	PROPN
american_scientific_journal-11304	326	1	0,002856	0,002856	NOUN
american_scientific_journal-11304	326	2	142,13	142,13	NUM
american_scientific_journal-11304	326	3	0,000	0,000	NUM
american_scientific_journal-11304	326	4	omega	omega	NOUN
american_scientific_journal-11304	326	5	-0,30928	-0,30928	PROPN
american_scientific_journal-11304	326	6	0,000342	0,000342	PROPN
american_scientific_journal-11304	326	7	-903,98	-903,98	PUNCT
american_scientific_journal-11304	326	8	0,000	0,000	NUM
american_scientific_journal-11304	326	9	alpha1	alpha1	NOUN
american_scientific_journal-11304	326	10	0,34312	0,34312	NOUN
american_scientific_journal-11304	326	11	0,000632	0,000632	NOUN
american_scientific_journal-11304	326	12	543,17	543,17	NOUN
american_scientific_journal-11304	326	13	0,000	0,000	NUM
american_scientific_journal-11304	326	14	beta1	beta1	NOUN
american_scientific_journal-11304	326	15	0,97479	0,97479	VERB
american_scientific_journal-11304	326	16	0,004047	0,004047	ADJ
american_scientific_journal-11304	326	17	240,89	240,89	NOUN
american_scientific_journal-11304	326	18	0,000	0,000	NUM
american_scientific_journal-11304	326	19	gamma1	gamma1	NOUN
american_scientific_journal-11304	327	1	-0,36255	-0,36255	PROPN
american_scientific_journal-11304	327	2	0,001307	0,001307	NUM
american_scientific_journal-11304	327	3	-277,32	-277,32	NUM
american_scientific_journal-11304	327	4	0,000	0,000	NUM
american_scientific_journal-11304	327	5	source	source	NOUN
american_scientific_journal-11304	327	6	:	:	PUNCT
american_scientific_journal-11304	327	7	authors	author	NOUN
american_scientific_journal-11304	327	8	,	,	PUNCT
american_scientific_journal-11304	327	9	processed	process	VERB
american_scientific_journal-11304	327	10	in	in	ADP
american_scientific_journal-11304	327	11	r	r	NOUN
american_scientific_journal-11304	327	12	4.0.3	4.0.3	NUM
american_scientific_journal-11304	327	13	american	american	ADJ
american_scientific_journal-11304	327	14	academic	academic	ADJ
american_scientific_journal-11304	327	15	scientific	scientific	ADJ
american_scientific_journal-11304	327	16	research	research	NOUN
american_scientific_journal-11304	327	17	journal	journal	NOUN
american_scientific_journal-11304	327	18	for	for	ADP
american_scientific_journal-11304	327	19	engineering	engineering	NOUN
american_scientific_journal-11304	327	20	,	,	PUNCT
american_scientific_journal-11304	327	21	technology	technology	NOUN
american_scientific_journal-11304	327	22	,	,	PUNCT
american_scientific_journal-11304	327	23	and	and	CCONJ
american_scientific_journal-11304	327	24	sciences	science	NOUN
american_scientific_journal-11304	327	25	(	(	PUNCT
american_scientific_journal-11304	327	26	asrjets	asrjet	NOUN
american_scientific_journal-11304	327	27	)	)	PUNCT
american_scientific_journal-11304	327	28	volume	volume	NOUN
american_scientific_journal-11304	327	29	101	101	NUM
american_scientific_journal-11304	327	30	,	,	PUNCT
american_scientific_journal-11304	327	31	no	no	DET
american_scientific_journal-11304	327	32	1	1	NUM
american_scientific_journal-11304	327	33	,	,	PUNCT
american_scientific_journal-11304	327	34	pp	pp	ADV
american_scientific_journal-11304	327	35	43	43	NUM
american_scientific_journal-11304	327	36	-	-	SYM
american_scientific_journal-11304	327	37	70	70	NUM
american_scientific_journal-11304	327	38	65	65	NUM
american_scientific_journal-11304	327	39	as	as	SCONJ
american_scientific_journal-11304	327	40	expected	expect	VERB
american_scientific_journal-11304	327	41	,	,	PUNCT
american_scientific_journal-11304	327	42	through	through	ADP
american_scientific_journal-11304	327	43	the	the	DET
american_scientific_journal-11304	327	44	impact	impact	NOUN
american_scientific_journal-11304	327	45	curve	curve	NOUN
american_scientific_journal-11304	327	46	(	(	PUNCT
american_scientific_journal-11304	327	47	figure	figure	NOUN
american_scientific_journal-11304	327	48	10	10	NUM
american_scientific_journal-11304	327	49	)	)	PUNCT
american_scientific_journal-11304	327	50	,	,	PUNCT
american_scientific_journal-11304	327	51	the	the	DET
american_scientific_journal-11304	327	52	presence	presence	NOUN
american_scientific_journal-11304	327	53	of	of	ADP
american_scientific_journal-11304	327	54	the	the	DET
american_scientific_journal-11304	327	55	leverage	leverage	NOUN
american_scientific_journal-11304	327	56	effect	effect	NOUN
american_scientific_journal-11304	327	57	can	can	AUX
american_scientific_journal-11304	327	58	be	be	AUX
american_scientific_journal-11304	327	59	confirmed	confirm	VERB
american_scientific_journal-11304	327	60	,	,	PUNCT
american_scientific_journal-11304	327	61	that	that	ADV
american_scientific_journal-11304	327	62	is	is	ADV
american_scientific_journal-11304	327	63	,	,	PUNCT
american_scientific_journal-11304	327	64	that	that	SCONJ
american_scientific_journal-11304	327	65	volatility	volatility	NOUN
american_scientific_journal-11304	327	66	increases	increase	VERB
american_scientific_journal-11304	327	67	with	with	ADP
american_scientific_journal-11304	327	68	negative	negative	ADJ
american_scientific_journal-11304	327	69	shocks	shock	NOUN
american_scientific_journal-11304	327	70	than	than	ADP
american_scientific_journal-11304	327	71	with	with	ADP
american_scientific_journal-11304	327	72	positive	positive	ADJ
american_scientific_journal-11304	327	73	shocks	shock	NOUN
american_scientific_journal-11304	327	74	of	of	ADP
american_scientific_journal-11304	327	75	the	the	DET
american_scientific_journal-11304	327	76	same	same	ADJ
american_scientific_journal-11304	327	77	magnitude	magnitude	NOUN
american_scientific_journal-11304	327	78	.	.	PUNCT
american_scientific_journal-11304	328	1	source	source	NOUN
american_scientific_journal-11304	328	2	:	:	PUNCT
american_scientific_journal-11304	328	3	the	the	DET
american_scientific_journal-11304	328	4	authors	author	NOUN
american_scientific_journal-11304	328	5	figure	figure	VERB
american_scientific_journal-11304	328	6	8	8	NUM
american_scientific_journal-11304	328	7	:	:	PUNCT
american_scientific_journal-11304	328	8	volatility	volatility	NOUN
american_scientific_journal-11304	328	9	impact	impact	NOUN
american_scientific_journal-11304	328	10	graph	graph	NOUN
american_scientific_journal-11304	328	11	of	of	ADP
american_scientific_journal-11304	328	12	the	the	DET
american_scientific_journal-11304	328	13	ar	ar	PROPN
american_scientific_journal-11304	328	14	(	(	PUNCT
american_scientific_journal-11304	328	15	1	1	NUM
american_scientific_journal-11304	328	16	)	)	PUNCT
american_scientific_journal-11304	328	17	egarch	egarch	NOUN
american_scientific_journal-11304	328	18	(	(	PUNCT
american_scientific_journal-11304	328	19	1,1	1,1	NUM
american_scientific_journal-11304	328	20	)	)	PUNCT
american_scientific_journal-11304	328	21	model	model	NOUN
american_scientific_journal-11304	328	22	in	in	ADP
american_scientific_journal-11304	328	23	relation	relation	NOUN
american_scientific_journal-11304	328	24	to	to	ADP
american_scientific_journal-11304	328	25	the	the	DET
american_scientific_journal-11304	328	26	metical	metical	ADJ
american_scientific_journal-11304	328	27	/	/	SYM
american_scientific_journal-11304	328	28	rand	rand	NOUN
american_scientific_journal-11304	328	29	exchange	exchange	NOUN
american_scientific_journal-11304	328	30	rate	rate	NOUN
american_scientific_journal-11304	328	31	return	return	NOUN
american_scientific_journal-11304	328	32	series	series	NOUN
american_scientific_journal-11304	328	33	,	,	PUNCT
american_scientific_journal-11304	328	34	it	it	PRON
american_scientific_journal-11304	328	35	was	be	AUX
american_scientific_journal-11304	328	36	not	not	PART
american_scientific_journal-11304	328	37	possible	possible	ADJ
american_scientific_journal-11304	328	38	to	to	PART
american_scientific_journal-11304	328	39	find	find	VERB
american_scientific_journal-11304	328	40	a	a	DET
american_scientific_journal-11304	328	41	suitable	suitable	ADJ
american_scientific_journal-11304	328	42	asymmetric	asymmetric	ADJ
american_scientific_journal-11304	328	43	model	model	NOUN
american_scientific_journal-11304	328	44	to	to	PART
american_scientific_journal-11304	328	45	estimate	estimate	VERB
american_scientific_journal-11304	328	46	the	the	DET
american_scientific_journal-11304	328	47	variance	variance	NOUN
american_scientific_journal-11304	328	48	equation	equation	NOUN
american_scientific_journal-11304	328	49	in	in	ADP
american_scientific_journal-11304	328	50	the	the	DET
american_scientific_journal-11304	328	51	tested	test	VERB
american_scientific_journal-11304	328	52	lags	lag	NOUN
american_scientific_journal-11304	328	53	,	,	PUNCT
american_scientific_journal-11304	328	54	when	when	SCONJ
american_scientific_journal-11304	328	55	considering	consider	VERB
american_scientific_journal-11304	328	56	the	the	DET
american_scientific_journal-11304	328	57	average	average	ADJ
american_scientific_journal-11304	328	58	ar	ar	NOUN
american_scientific_journal-11304	328	59	(	(	PUNCT
american_scientific_journal-11304	328	60	1	1	NUM
american_scientific_journal-11304	328	61	)	)	PUNCT
american_scientific_journal-11304	328	62	equation	equation	NOUN
american_scientific_journal-11304	328	63	,	,	PUNCT
american_scientific_journal-11304	328	64	since	since	SCONJ
american_scientific_journal-11304	328	65	the	the	DET
american_scientific_journal-11304	328	66	asymmetric	asymmetric	ADJ
american_scientific_journal-11304	328	67	models	model	NOUN
american_scientific_journal-11304	328	68	tested	test	VERB
american_scientific_journal-11304	328	69	(	(	PUNCT
american_scientific_journal-11304	328	70	egarch	egarch	PROPN
american_scientific_journal-11304	328	71	,	,	PUNCT
american_scientific_journal-11304	328	72	tgarch	tgarch	NOUN
american_scientific_journal-11304	328	73	,	,	PUNCT
american_scientific_journal-11304	328	74	gjrgarch	gjrgarch	NOUN
american_scientific_journal-11304	328	75	)	)	PUNCT
american_scientific_journal-11304	328	76	presented	present	VERB
american_scientific_journal-11304	328	77	parameters	parameter	NOUN
american_scientific_journal-11304	328	78	not	not	PART
american_scientific_journal-11304	328	79	statistically	statistically	ADV
american_scientific_journal-11304	328	80	different	different	ADJ
american_scientific_journal-11304	328	81	from	from	ADP
american_scientific_journal-11304	328	82	zero	zero	NUM
american_scientific_journal-11304	328	83	to	to	ADP
american_scientific_journal-11304	328	84	5	5	NUM
american_scientific_journal-11304	328	85	%	%	NOUN
american_scientific_journal-11304	328	86	significance	significance	NOUN
american_scientific_journal-11304	328	87	.	.	PUNCT
american_scientific_journal-11304	329	1	4.1.2.2	4.1.2.2	X
american_scientific_journal-11304	329	2	.	.	PUNCT
american_scientific_journal-11304	329	3	models	model	NOUN
american_scientific_journal-11304	329	4	comparison	comparison	NOUN
american_scientific_journal-11304	329	5	in	in	ADP
american_scientific_journal-11304	329	6	-	-	PUNCT
american_scientific_journal-11304	329	7	sample	sample	NOUN
american_scientific_journal-11304	329	8	fit	fit	NOUN
american_scientific_journal-11304	329	9	to	to	PART
american_scientific_journal-11304	329	10	find	find	VERB
american_scientific_journal-11304	329	11	out	out	ADP
american_scientific_journal-11304	329	12	which	which	PRON
american_scientific_journal-11304	329	13	of	of	ADP
american_scientific_journal-11304	329	14	the	the	DET
american_scientific_journal-11304	329	15	models	model	NOUN
american_scientific_journal-11304	329	16	best	well	ADV
american_scientific_journal-11304	329	17	fits	fit	VERB
american_scientific_journal-11304	329	18	the	the	DET
american_scientific_journal-11304	329	19	returns	return	NOUN
american_scientific_journal-11304	329	20	and	and	CCONJ
american_scientific_journal-11304	329	21	volatility	volatility	NOUN
american_scientific_journal-11304	329	22	of	of	ADP
american_scientific_journal-11304	329	23	metical	metical	ADJ
american_scientific_journal-11304	329	24	exchange	exchange	NOUN
american_scientific_journal-11304	329	25	rates	rate	NOUN
american_scientific_journal-11304	329	26	against	against	ADP
american_scientific_journal-11304	329	27	the	the	DET
american_scientific_journal-11304	329	28	dollar	dollar	NOUN
american_scientific_journal-11304	329	29	in	in	ADP
american_scientific_journal-11304	329	30	mozambique	mozambique	PROPN
american_scientific_journal-11304	329	31	,	,	PUNCT
american_scientific_journal-11304	329	32	the	the	DET
american_scientific_journal-11304	329	33	akaike	akaike	ADJ
american_scientific_journal-11304	329	34	information	information	NOUN
american_scientific_journal-11304	329	35	criterion	criterion	NOUN
american_scientific_journal-11304	329	36	(	(	PUNCT
american_scientific_journal-11304	329	37	aic	aic	PROPN
american_scientific_journal-11304	329	38	)	)	PUNCT
american_scientific_journal-11304	329	39	and	and	CCONJ
american_scientific_journal-11304	329	40	the	the	DET
american_scientific_journal-11304	329	41	bayesian	bayesian	ADJ
american_scientific_journal-11304	329	42	information	information	NOUN
american_scientific_journal-11304	329	43	criterion	criterion	NOUN
american_scientific_journal-11304	329	44	(	(	PUNCT
american_scientific_journal-11304	329	45	bic	bic	PROPN
american_scientific_journal-11304	329	46	)	)	PUNCT
american_scientific_journal-11304	329	47	were	be	AUX
american_scientific_journal-11304	329	48	used	use	VERB
american_scientific_journal-11304	329	49	.	.	PUNCT
american_scientific_journal-11304	330	1	based	base	VERB
american_scientific_journal-11304	330	2	on	on	ADP
american_scientific_journal-11304	330	3	the	the	DET
american_scientific_journal-11304	330	4	goodness	goodness	NOUN
american_scientific_journal-11304	330	5	-	-	PUNCT
american_scientific_journal-11304	330	6	of	of	ADP
american_scientific_journal-11304	330	7	-	-	PUNCT
american_scientific_journal-11304	330	8	fit	fit	ADJ
american_scientific_journal-11304	330	9	measures	measure	NOUN
american_scientific_journal-11304	330	10	,	,	PUNCT
american_scientific_journal-11304	330	11	it	it	PRON
american_scientific_journal-11304	330	12	appears	appear	VERB
american_scientific_journal-11304	330	13	that	that	SCONJ
american_scientific_journal-11304	330	14	the	the	DET
american_scientific_journal-11304	330	15	ar(1)-egarch	ar(1)-egarch	NOUN
american_scientific_journal-11304	330	16	(	(	PUNCT
american_scientific_journal-11304	330	17	1,1	1,1	NUM
american_scientific_journal-11304	330	18	)	)	PUNCT
american_scientific_journal-11304	330	19	model	model	NOUN
american_scientific_journal-11304	330	20	is	be	AUX
american_scientific_journal-11304	330	21	the	the	DET
american_scientific_journal-11304	330	22	one	one	NOUN
american_scientific_journal-11304	330	23	that	that	PRON
american_scientific_journal-11304	330	24	best	good	ADJ
american_scientific_journal-11304	330	25	adjusts	adjust	VERB
american_scientific_journal-11304	330	26	to	to	ADP
american_scientific_journal-11304	330	27	the	the	DET
american_scientific_journal-11304	330	28	returns	return	NOUN
american_scientific_journal-11304	330	29	and	and	CCONJ
american_scientific_journal-11304	330	30	volatility	volatility	NOUN
american_scientific_journal-11304	330	31	of	of	ADP
american_scientific_journal-11304	330	32	metical	metical	ADJ
american_scientific_journal-11304	330	33	/	/	SYM
american_scientific_journal-11304	330	34	dollar	dollar	NOUN
american_scientific_journal-11304	330	35	exchange	exchange	NOUN
american_scientific_journal-11304	330	36	rates	rate	NOUN
american_scientific_journal-11304	330	37	,	,	PUNCT
american_scientific_journal-11304	330	38	as	as	SCONJ
american_scientific_journal-11304	330	39	it	it	PRON
american_scientific_journal-11304	330	40	presents	present	VERB
american_scientific_journal-11304	330	41	lower	low	ADJ
american_scientific_journal-11304	330	42	values	value	NOUN
american_scientific_journal-11304	330	43	of	of	ADP
american_scientific_journal-11304	330	44	information	information	NOUN
american_scientific_journal-11304	330	45	criteria	criterion	NOUN
american_scientific_journal-11304	330	46	(	(	PUNCT
american_scientific_journal-11304	330	47	table	table	NOUN
american_scientific_journal-11304	330	48	16	16	NUM
american_scientific_journal-11304	330	49	)	)	PUNCT
american_scientific_journal-11304	330	50	.	.	PUNCT
american_scientific_journal-11304	331	1	table	table	NOUN
american_scientific_journal-11304	331	2	16	16	NUM
american_scientific_journal-11304	331	3	:	:	PUNCT
american_scientific_journal-11304	331	4	statistics	statistic	NOUN
american_scientific_journal-11304	331	5	for	for	ADP
american_scientific_journal-11304	331	6	model	model	NOUN
american_scientific_journal-11304	331	7	selection	selection	NOUN
american_scientific_journal-11304	331	8	,	,	PUNCT
american_scientific_journal-11304	331	9	return	return	VERB
american_scientific_journal-11304	331	10	on	on	ADP
american_scientific_journal-11304	331	11	metical	metical	ADJ
american_scientific_journal-11304	331	12	/	/	SYM
american_scientific_journal-11304	331	13	dollar	dollar	NOUN
american_scientific_journal-11304	331	14	exchange	exchange	NOUN
american_scientific_journal-11304	331	15	rates	rate	NOUN
american_scientific_journal-11304	331	16	statistics	statistic	NOUN
american_scientific_journal-11304	331	17	ar(1)-garch	ar(1)-garch	PROPN
american_scientific_journal-11304	331	18	(	(	PUNCT
american_scientific_journal-11304	331	19	1,1	1,1	NUM
american_scientific_journal-11304	331	20	)	)	PUNCT
american_scientific_journal-11304	331	21	ar(1)-egarch	ar(1)-egarch	NOUN
american_scientific_journal-11304	331	22	(	(	PUNCT
american_scientific_journal-11304	331	23	1,1	1,1	NUM
american_scientific_journal-11304	331	24	)	)	PUNCT
american_scientific_journal-11304	332	1	aic	aic	PROPN
american_scientific_journal-11304	332	2	-4,4847	-4,4847	PROPN
american_scientific_journal-11304	333	1	-4,9977	-4,9977	PROPN
american_scientific_journal-11304	333	2	bic	bic	PROPN
american_scientific_journal-11304	333	3	-4,3913	-4,3913	PROPN
american_scientific_journal-11304	333	4	-4,8809	-4,8809	PROPN
american_scientific_journal-11304	333	5	source	source	NOUN
american_scientific_journal-11304	333	6	:	:	PUNCT
american_scientific_journal-11304	333	7	the	the	DET
american_scientific_journal-11304	333	8	authors	author	NOUN
american_scientific_journal-11304	333	9	,	,	PUNCT
american_scientific_journal-11304	333	10	processed	process	VERB
american_scientific_journal-11304	333	11	in	in	ADP
american_scientific_journal-11304	333	12	r	r	NOUN
american_scientific_journal-11304	333	13	4.0.3	4.0.3	NUM
american_scientific_journal-11304	333	14	5	5	NUM
american_scientific_journal-11304	333	15	.	.	PUNCT
american_scientific_journal-11304	333	16	out	out	ADP
american_scientific_journal-11304	333	17	-	-	PUNCT
american_scientific_journal-11304	333	18	of	of	ADP
american_scientific_journal-11304	333	19	-	-	PUNCT
american_scientific_journal-11304	333	20	sample	sample	NOUN
american_scientific_journal-11304	333	21	performance	performance	NOUN
american_scientific_journal-11304	333	22	according	accord	VERB
american_scientific_journal-11304	333	23	to	to	ADP
american_scientific_journal-11304	333	24	bacchi	bacchi	PROPN
american_scientific_journal-11304	333	25	and	and	CCONJ
american_scientific_journal-11304	333	26	hoffman	hoffman	NOUN
american_scientific_journal-11304	333	27	(	(	PUNCT
american_scientific_journal-11304	333	28	1995	1995	NUM
american_scientific_journal-11304	333	29	)	)	PUNCT
american_scientific_journal-11304	333	30	,	,	PUNCT
american_scientific_journal-11304	333	31	an	an	DET
american_scientific_journal-11304	333	32	econometric	econometric	ADJ
american_scientific_journal-11304	333	33	model	model	NOUN
american_scientific_journal-11304	333	34	can	can	AUX
american_scientific_journal-11304	333	35	present	present	VERB
american_scientific_journal-11304	333	36	all	all	DET
american_scientific_journal-11304	333	37	the	the	DET
american_scientific_journal-11304	333	38	statistical	statistical	ADJ
american_scientific_journal-11304	333	39	evidence	evidence	NOUN
american_scientific_journal-11304	333	40	that	that	PRON
american_scientific_journal-11304	333	41	makes	make	VERB
american_scientific_journal-11304	333	42	it	it	PRON
american_scientific_journal-11304	333	43	consistent	consistent	ADJ
american_scientific_journal-11304	333	44	,	,	PUNCT
american_scientific_journal-11304	333	45	but	but	CCONJ
american_scientific_journal-11304	333	46	it	it	PRON
american_scientific_journal-11304	333	47	is	be	AUX
american_scientific_journal-11304	333	48	of	of	ADP
american_scientific_journal-11304	333	49	no	no	DET
american_scientific_journal-11304	333	50	use	use	NOUN
american_scientific_journal-11304	333	51	if	if	SCONJ
american_scientific_journal-11304	333	52	it	it	PRON
american_scientific_journal-11304	333	53	does	do	AUX
american_scientific_journal-11304	333	54	not	not	PART
american_scientific_journal-11304	333	55	make	make	VERB
american_scientific_journal-11304	333	56	good	good	ADJ
american_scientific_journal-11304	333	57	predictions	prediction	NOUN
american_scientific_journal-11304	333	58	.	.	PUNCT
american_scientific_journal-11304	334	1	this	this	PRON
american_scientific_journal-11304	334	2	means	mean	VERB
american_scientific_journal-11304	334	3	that	that	SCONJ
american_scientific_journal-11304	334	4	models	model	NOUN
american_scientific_journal-11304	334	5	with	with	ADP
american_scientific_journal-11304	334	6	great	great	ADJ
american_scientific_journal-11304	334	7	statistical	statistical	ADJ
american_scientific_journal-11304	334	8	evidence	evidence	NOUN
american_scientific_journal-11304	334	9	can	can	AUX
american_scientific_journal-11304	334	10	often	often	ADV
american_scientific_journal-11304	334	11	have	have	VERB
american_scientific_journal-11304	334	12	poor	poor	ADJ
american_scientific_journal-11304	334	13	predictive	predictive	ADJ
american_scientific_journal-11304	334	14	performance	performance	NOUN
american_scientific_journal-11304	334	15	,	,	PUNCT
american_scientific_journal-11304	334	16	and	and	CCONJ
american_scientific_journal-11304	334	17	others	other	NOUN
american_scientific_journal-11304	334	18	that	that	PRON
american_scientific_journal-11304	334	19	are	be	AUX
american_scientific_journal-11304	334	20	not	not	PART
american_scientific_journal-11304	334	21	as	as	ADV
american_scientific_journal-11304	334	22	statistically	statistically	ADV
american_scientific_journal-11304	334	23	fit	fit	ADJ
american_scientific_journal-11304	334	24	can	can	AUX
american_scientific_journal-11304	334	25	perform	perform	VERB
american_scientific_journal-11304	334	26	well	well	ADV
american_scientific_journal-11304	334	27	american	american	ADJ
american_scientific_journal-11304	334	28	academic	academic	ADJ
american_scientific_journal-11304	334	29	scientific	scientific	ADJ
american_scientific_journal-11304	334	30	research	research	NOUN
american_scientific_journal-11304	334	31	journal	journal	NOUN
american_scientific_journal-11304	334	32	for	for	ADP
american_scientific_journal-11304	334	33	engineering	engineering	NOUN
american_scientific_journal-11304	334	34	,	,	PUNCT
american_scientific_journal-11304	334	35	technology	technology	NOUN
american_scientific_journal-11304	334	36	,	,	PUNCT
american_scientific_journal-11304	334	37	and	and	CCONJ
american_scientific_journal-11304	334	38	sciences	science	NOUN
american_scientific_journal-11304	334	39	(	(	PUNCT
american_scientific_journal-11304	334	40	asrjets	asrjet	NOUN
american_scientific_journal-11304	334	41	)	)	PUNCT
american_scientific_journal-11304	334	42	volume	volume	NOUN
american_scientific_journal-11304	334	43	101	101	NUM
american_scientific_journal-11304	334	44	,	,	PUNCT
american_scientific_journal-11304	334	45	no	no	DET
american_scientific_journal-11304	334	46	1	1	NUM
american_scientific_journal-11304	334	47	,	,	PUNCT
american_scientific_journal-11304	334	48	pp	pp	ADV
american_scientific_journal-11304	334	49	43	43	NUM
american_scientific_journal-11304	334	50	-	-	SYM
american_scientific_journal-11304	334	51	70	70	NUM
american_scientific_journal-11304	334	52	66	66	NUM
american_scientific_journal-11304	334	53	in	in	ADP
american_scientific_journal-11304	334	54	their	their	PRON
american_scientific_journal-11304	334	55	out	out	NOUN
american_scientific_journal-11304	334	56	-	-	PUNCT
american_scientific_journal-11304	334	57	of	of	ADP
american_scientific_journal-11304	334	58	-	-	PUNCT
american_scientific_journal-11304	334	59	sample	sample	NOUN
american_scientific_journal-11304	334	60	predictions	prediction	NOUN
american_scientific_journal-11304	334	61	.	.	PUNCT
american_scientific_journal-11304	335	1	therefore	therefore	ADV
american_scientific_journal-11304	335	2	,	,	PUNCT
american_scientific_journal-11304	335	3	for	for	ADP
american_scientific_journal-11304	335	4	the	the	DET
american_scientific_journal-11304	335	5	purpose	purpose	NOUN
american_scientific_journal-11304	335	6	of	of	ADP
american_scientific_journal-11304	335	7	comparing	compare	VERB
american_scientific_journal-11304	335	8	performances	performance	NOUN
american_scientific_journal-11304	335	9	,	,	PUNCT
american_scientific_journal-11304	335	10	forecasts	forecast	NOUN
american_scientific_journal-11304	335	11	of	of	ADP
american_scientific_journal-11304	335	12	the	the	DET
american_scientific_journal-11304	335	13	two	two	NUM
american_scientific_journal-11304	335	14	out	out	ADJ
american_scientific_journal-11304	335	15	-	-	PUNCT
american_scientific_journal-11304	335	16	of	of	ADP
american_scientific_journal-11304	335	17	-	-	PUNCT
american_scientific_journal-11304	335	18	sample	sample	NOUN
american_scientific_journal-11304	335	19	models	model	NOUN
american_scientific_journal-11304	335	20	were	be	AUX
american_scientific_journal-11304	335	21	made	make	VERB
american_scientific_journal-11304	335	22	for	for	ADP
american_scientific_journal-11304	335	23	the	the	DET
american_scientific_journal-11304	335	24	period	period	NOUN
american_scientific_journal-11304	335	25	from	from	ADP
american_scientific_journal-11304	335	26	january	january	PROPN
american_scientific_journal-11304	335	27	to	to	ADP
american_scientific_journal-11304	335	28	december	december	PROPN
american_scientific_journal-11304	335	29	2020	2020	NUM
american_scientific_journal-11304	335	30	and	and	CCONJ
american_scientific_journal-11304	335	31	based	base	VERB
american_scientific_journal-11304	335	32	on	on	ADP
american_scientific_journal-11304	335	33	the	the	DET
american_scientific_journal-11304	335	34	results	result	NOUN
american_scientific_journal-11304	335	35	of	of	ADP
american_scientific_journal-11304	335	36	the	the	DET
american_scientific_journal-11304	335	37	forecasts	forecast	NOUN
american_scientific_journal-11304	335	38	,	,	PUNCT
american_scientific_journal-11304	335	39	performance	performance	NOUN
american_scientific_journal-11304	335	40	statistics	statistic	NOUN
american_scientific_journal-11304	335	41	were	be	AUX
american_scientific_journal-11304	335	42	calculated	calculate	VERB
american_scientific_journal-11304	335	43	(	(	PUNCT
american_scientific_journal-11304	335	44	table	table	NOUN
american_scientific_journal-11304	335	45	17	17	NUM
american_scientific_journal-11304	335	46	)	)	PUNCT
american_scientific_journal-11304	335	47	,	,	PUNCT
american_scientific_journal-11304	335	48	the	the	DET
american_scientific_journal-11304	335	49	results	result	NOUN
american_scientific_journal-11304	335	50	favour	favour	VERB
american_scientific_journal-11304	335	51	the	the	DET
american_scientific_journal-11304	335	52	ar(1)-egarch(1,1	ar(1)-egarch(1,1	PROPN
american_scientific_journal-11304	335	53	)	)	PUNCT
american_scientific_journal-11304	335	54	model	model	NOUN
american_scientific_journal-11304	335	55	since	since	SCONJ
american_scientific_journal-11304	335	56	this	this	DET
american_scientific_journal-11304	335	57	one	one	NOUN
american_scientific_journal-11304	335	58	presents	present	VERB
american_scientific_journal-11304	335	59	all	all	DET
american_scientific_journal-11304	335	60	the	the	DET
american_scientific_journal-11304	335	61	calculated	calculate	VERB
american_scientific_journal-11304	335	62	statistics	statistic	NOUN
american_scientific_journal-11304	335	63	smaller	small	ADJ
american_scientific_journal-11304	335	64	in	in	ADP
american_scientific_journal-11304	335	65	relation	relation	NOUN
american_scientific_journal-11304	335	66	to	to	ADP
american_scientific_journal-11304	335	67	the	the	DET
american_scientific_journal-11304	335	68	other	other	ADJ
american_scientific_journal-11304	335	69	.	.	PUNCT
american_scientific_journal-11304	336	1	table	table	NOUN
american_scientific_journal-11304	336	2	17	17	NUM
american_scientific_journal-11304	336	3	:	:	PUNCT
american_scientific_journal-11304	336	4	out	out	ADP
american_scientific_journal-11304	336	5	-	-	PUNCT
american_scientific_journal-11304	336	6	of	of	ADP
american_scientific_journal-11304	336	7	-	-	PUNCT
american_scientific_journal-11304	336	8	sample	sample	NOUN
american_scientific_journal-11304	336	9	performance	performance	NOUN
american_scientific_journal-11304	336	10	statistics	statistic	NOUN
american_scientific_journal-11304	336	11	of	of	ADP
american_scientific_journal-11304	336	12	models	model	NOUN
american_scientific_journal-11304	336	13	,	,	PUNCT
american_scientific_journal-11304	336	14	metical	metical	ADJ
american_scientific_journal-11304	336	15	/	/	SYM
american_scientific_journal-11304	336	16	dollar	dollar	NOUN
american_scientific_journal-11304	336	17	exchange	exchange	NOUN
american_scientific_journal-11304	336	18	rate	rate	NOUN
american_scientific_journal-11304	336	19	return	return	PROPN
american_scientific_journal-11304	336	20	statistics	statistics	PROPN
american_scientific_journal-11304	336	21	ar	ar	PROPN
american_scientific_journal-11304	336	22	(	(	PUNCT
american_scientific_journal-11304	336	23	1)-garch	1)-garch	NUM
american_scientific_journal-11304	336	24	(	(	PUNCT
american_scientific_journal-11304	336	25	1,1	1,1	NUM
american_scientific_journal-11304	336	26	)	)	PUNCT
american_scientific_journal-11304	336	27	ar(1)-egarch	ar(1)-egarch	NOUN
american_scientific_journal-11304	336	28	(	(	PUNCT
american_scientific_journal-11304	336	29	1,1	1,1	NUM
american_scientific_journal-11304	336	30	)	)	PUNCT
american_scientific_journal-11304	336	31	eam	eam	NOUN
american_scientific_journal-11304	336	32	0,00810432511	0,00810432511	PROPN
american_scientific_journal-11304	336	33	0,00571377008	0,00571377008	NOUN
american_scientific_journal-11304	336	34	eqm	eqm	NOUN
american_scientific_journal-11304	336	35	0,00007838373	0,00007838373	NOUN
american_scientific_journal-11304	336	36	0,00005771180	0,00005771180	PROPN
american_scientific_journal-11304	336	37	reqm	reqm	PROPN
american_scientific_journal-11304	337	1	0,008853458802	0,008853458802	PROPN
american_scientific_journal-11304	337	2	0,007596839368	0,007596839368	PROPN
american_scientific_journal-11304	337	3	source	source	NOUN
american_scientific_journal-11304	337	4	:	:	PUNCT
american_scientific_journal-11304	337	5	the	the	DET
american_scientific_journal-11304	337	6	authors	author	NOUN
american_scientific_journal-11304	337	7	,	,	PUNCT
american_scientific_journal-11304	337	8	processedo	processedo	VERB
american_scientific_journal-11304	337	9	in	in	ADP
american_scientific_journal-11304	337	10	r	r	NOUN
american_scientific_journal-11304	337	11	4.0.3	4.0.3	NUM
american_scientific_journal-11304	337	12	6	6	NUM
american_scientific_journal-11304	337	13	.	.	PUNCT
american_scientific_journal-11304	337	14	estimation	estimation	NOUN
american_scientific_journal-11304	337	15	and	and	CCONJ
american_scientific_journal-11304	337	16	comparison	comparison	NOUN
american_scientific_journal-11304	337	17	of	of	ADP
american_scientific_journal-11304	337	18	models	model	NOUN
american_scientific_journal-11304	337	19	using	use	VERB
american_scientific_journal-11304	337	20	the	the	DET
american_scientific_journal-11304	337	21	complete	complete	ADJ
american_scientific_journal-11304	337	22	series	series	NOUN
american_scientific_journal-11304	337	23	in	in	ADP
american_scientific_journal-11304	337	24	order	order	NOUN
american_scientific_journal-11304	337	25	to	to	PART
american_scientific_journal-11304	337	26	verify	verify	VERB
american_scientific_journal-11304	337	27	the	the	DET
american_scientific_journal-11304	337	28	consistency	consistency	NOUN
american_scientific_journal-11304	337	29	of	of	ADP
american_scientific_journal-11304	337	30	the	the	DET
american_scientific_journal-11304	337	31	selected	select	VERB
american_scientific_journal-11304	337	32	models	model	NOUN
american_scientific_journal-11304	337	33	,	,	PUNCT
american_scientific_journal-11304	337	34	the	the	DET
american_scientific_journal-11304	337	35	model	model	NOUN
american_scientific_journal-11304	337	36	estimates	estimate	NOUN
american_scientific_journal-11304	337	37	were	be	AUX
american_scientific_journal-11304	337	38	tested	test	VERB
american_scientific_journal-11304	337	39	again	again	ADV
american_scientific_journal-11304	337	40	,	,	PUNCT
american_scientific_journal-11304	337	41	but	but	CCONJ
american_scientific_journal-11304	337	42	already	already	ADV
american_scientific_journal-11304	337	43	covering	cover	VERB
american_scientific_journal-11304	337	44	the	the	DET
american_scientific_journal-11304	337	45	entire	entire	ADJ
american_scientific_journal-11304	337	46	study	study	NOUN
american_scientific_journal-11304	337	47	period	period	NOUN
american_scientific_journal-11304	337	48	(	(	PUNCT
american_scientific_journal-11304	337	49	january	january	PROPN
american_scientific_journal-11304	337	50	2010	2010	NUM
american_scientific_journal-11304	337	51	to	to	ADP
american_scientific_journal-11304	337	52	december	december	PROPN
american_scientific_journal-11304	337	53	2020	2020	NUM
american_scientific_journal-11304	337	54	)	)	PUNCT
american_scientific_journal-11304	337	55	.	.	PUNCT
american_scientific_journal-11304	338	1	the	the	DET
american_scientific_journal-11304	338	2	results	result	NOUN
american_scientific_journal-11304	338	3	(	(	PUNCT
american_scientific_journal-11304	338	4	table	table	NOUN
american_scientific_journal-11304	338	5	18	18	NUM
american_scientific_journal-11304	338	6	)	)	PUNCT
american_scientific_journal-11304	338	7	show	show	VERB
american_scientific_journal-11304	338	8	that	that	SCONJ
american_scientific_journal-11304	338	9	the	the	DET
american_scientific_journal-11304	338	10	ar(1)egarch	ar(1)egarch	NOUN
american_scientific_journal-11304	338	11	(	(	PUNCT
american_scientific_journal-11304	338	12	1,1	1,1	NUM
american_scientific_journal-11304	338	13	)	)	PUNCT
american_scientific_journal-11304	338	14	model	model	NOUN
american_scientific_journal-11304	338	15	of	of	ADP
american_scientific_journal-11304	338	16	metical	metical	ADJ
american_scientific_journal-11304	338	17	/	/	SYM
american_scientific_journal-11304	338	18	dollar	dollar	NOUN
american_scientific_journal-11304	338	19	exchange	exchange	NOUN
american_scientific_journal-11304	338	20	rate	rate	NOUN
american_scientific_journal-11304	338	21	returns	return	NOUN
american_scientific_journal-11304	338	22	remains	remain	VERB
american_scientific_journal-11304	338	23	the	the	DET
american_scientific_journal-11304	338	24	best	good	ADJ
american_scientific_journal-11304	338	25	,	,	PUNCT
american_scientific_journal-11304	338	26	as	as	SCONJ
american_scientific_journal-11304	338	27	it	it	PRON
american_scientific_journal-11304	338	28	presents	present	VERB
american_scientific_journal-11304	338	29	the	the	DET
american_scientific_journal-11304	338	30	akaike	akaike	ADJ
american_scientific_journal-11304	338	31	(	(	PUNCT
american_scientific_journal-11304	338	32	aic	aic	PROPN
american_scientific_journal-11304	338	33	)	)	PUNCT
american_scientific_journal-11304	338	34	and	and	CCONJ
american_scientific_journal-11304	338	35	bayesian	bayesian	NOUN
american_scientific_journal-11304	338	36	information	information	NOUN
american_scientific_journal-11304	338	37	criteria	criterion	NOUN
american_scientific_journal-11304	338	38	(	(	PUNCT
american_scientific_journal-11304	338	39	bic	bic	NOUN
american_scientific_journal-11304	338	40	)	)	PUNCT
american_scientific_journal-11304	338	41	smaller	small	ADJ
american_scientific_journal-11304	338	42	in	in	ADP
american_scientific_journal-11304	338	43	relation	relation	NOUN
american_scientific_journal-11304	338	44	to	to	ADP
american_scientific_journal-11304	338	45	those	those	PRON
american_scientific_journal-11304	338	46	of	of	ADP
american_scientific_journal-11304	338	47	the	the	DET
american_scientific_journal-11304	338	48	other	other	ADJ
american_scientific_journal-11304	338	49	model	model	NOUN
american_scientific_journal-11304	338	50	,	,	PUNCT
american_scientific_journal-11304	338	51	in	in	ADP
american_scientific_journal-11304	338	52	addition	addition	NOUN
american_scientific_journal-11304	338	53	,	,	PUNCT
american_scientific_journal-11304	338	54	all	all	DET
american_scientific_journal-11304	338	55	parameters	parameter	NOUN
american_scientific_journal-11304	338	56	are	be	AUX
american_scientific_journal-11304	338	57	statistically	statistically	ADV
american_scientific_journal-11304	338	58	different	different	ADJ
american_scientific_journal-11304	338	59	from	from	ADP
american_scientific_journal-11304	338	60	zero	zero	NUM
american_scientific_journal-11304	338	61	,	,	PUNCT
american_scientific_journal-11304	338	62	with	with	ADP
american_scientific_journal-11304	338	63	purely	purely	ADV
american_scientific_journal-11304	338	64	random	random	ADJ
american_scientific_journal-11304	338	65	residuals	residual	NOUN
american_scientific_journal-11304	338	66	and	and	CCONJ
american_scientific_journal-11304	338	67	the	the	DET
american_scientific_journal-11304	338	68	model	model	NOUN
american_scientific_journal-11304	338	69	managed	manage	VERB
american_scientific_journal-11304	338	70	to	to	PART
american_scientific_journal-11304	338	71	correctly	correctly	ADV
american_scientific_journal-11304	338	72	remove	remove	VERB
american_scientific_journal-11304	338	73	the	the	DET
american_scientific_journal-11304	338	74	correlation	correlation	NOUN
american_scientific_journal-11304	338	75	of	of	ADP
american_scientific_journal-11304	338	76	the	the	DET
american_scientific_journal-11304	338	77	squares	square	NOUN
american_scientific_journal-11304	338	78	of	of	ADP
american_scientific_journal-11304	338	79	the	the	DET
american_scientific_journal-11304	338	80	residuals	residual	NOUN
american_scientific_journal-11304	338	81	.	.	PUNCT
american_scientific_journal-11304	339	1	regarding	regard	VERB
american_scientific_journal-11304	339	2	the	the	DET
american_scientific_journal-11304	339	3	ar(1)-arch(1	ar(1)-arch(1	PROPN
american_scientific_journal-11304	339	4	)	)	PUNCT
american_scientific_journal-11304	339	5	model	model	NOUN
american_scientific_journal-11304	339	6	of	of	ADP
american_scientific_journal-11304	339	7	the	the	DET
american_scientific_journal-11304	339	8	series	series	NOUN
american_scientific_journal-11304	339	9	of	of	ADP
american_scientific_journal-11304	339	10	metical	metical	ADJ
american_scientific_journal-11304	339	11	/	/	SYM
american_scientific_journal-11304	339	12	rand	rand	NOUN
american_scientific_journal-11304	339	13	exchange	exchange	NOUN
american_scientific_journal-11304	339	14	rate	rate	NOUN
american_scientific_journal-11304	339	15	returns	return	NOUN
american_scientific_journal-11304	339	16	,	,	PUNCT
american_scientific_journal-11304	339	17	it	it	PRON
american_scientific_journal-11304	339	18	appears	appear	VERB
american_scientific_journal-11304	339	19	that	that	SCONJ
american_scientific_journal-11304	339	20	it	it	PRON
american_scientific_journal-11304	339	21	continues	continue	VERB
american_scientific_journal-11304	339	22	to	to	PART
american_scientific_journal-11304	339	23	have	have	VERB
american_scientific_journal-11304	339	24	the	the	DET
american_scientific_journal-11304	339	25	best	good	ADJ
american_scientific_journal-11304	339	26	fit	fit	ADJ
american_scientific_journal-11304	339	27	since	since	SCONJ
american_scientific_journal-11304	339	28	its	its	PRON
american_scientific_journal-11304	339	29	residuals	residual	NOUN
american_scientific_journal-11304	339	30	are	be	AUX
american_scientific_journal-11304	339	31	white	white	ADJ
american_scientific_journal-11304	339	32	noise	noise	NOUN
american_scientific_journal-11304	339	33	and	and	CCONJ
american_scientific_journal-11304	339	34	it	it	PRON
american_scientific_journal-11304	339	35	managed	manage	VERB
american_scientific_journal-11304	339	36	to	to	PART
american_scientific_journal-11304	339	37	correctly	correctly	ADV
american_scientific_journal-11304	339	38	remove	remove	VERB
american_scientific_journal-11304	339	39	the	the	DET
american_scientific_journal-11304	339	40	correlation	correlation	NOUN
american_scientific_journal-11304	339	41	of	of	ADP
american_scientific_journal-11304	339	42	squares	square	NOUN
american_scientific_journal-11304	339	43	of	of	ADP
american_scientific_journal-11304	339	44	the	the	DET
american_scientific_journal-11304	339	45	residues	residue	NOUN
american_scientific_journal-11304	339	46	.	.	PUNCT
american_scientific_journal-11304	340	1	table	table	NOUN
american_scientific_journal-11304	340	2	18	18	NUM
american_scientific_journal-11304	340	3	:	:	PUNCT
american_scientific_journal-11304	340	4	statistics	statistic	NOUN
american_scientific_journal-11304	340	5	for	for	ADP
american_scientific_journal-11304	340	6	the	the	DET
american_scientific_journal-11304	340	7	selection	selection	NOUN
american_scientific_journal-11304	340	8	of	of	ADP
american_scientific_journal-11304	340	9	metical	metical	ADJ
american_scientific_journal-11304	340	10	/	/	SYM
american_scientific_journal-11304	340	11	dollar	dollar	NOUN
american_scientific_journal-11304	340	12	exchange	exchange	NOUN
american_scientific_journal-11304	340	13	rate	rate	NOUN
american_scientific_journal-11304	340	14	return	return	NOUN
american_scientific_journal-11304	340	15	models	model	NOUN
american_scientific_journal-11304	340	16	(	(	PUNCT
american_scientific_journal-11304	340	17	estimation	estimation	NOUN
american_scientific_journal-11304	340	18	period	period	NOUN
american_scientific_journal-11304	340	19	from	from	ADP
american_scientific_journal-11304	340	20	january	january	PROPN
american_scientific_journal-11304	340	21	2010	2010	NUM
american_scientific_journal-11304	340	22	to	to	ADP
american_scientific_journal-11304	340	23	december	december	PROPN
american_scientific_journal-11304	340	24	2020	2020	NUM
american_scientific_journal-11304	340	25	)	)	PUNCT
american_scientific_journal-11304	340	26	statistics	statistic	NOUN
american_scientific_journal-11304	340	27	ar(1)-garch	ar(1)-garch	NOUN
american_scientific_journal-11304	340	28	(	(	PUNCT
american_scientific_journal-11304	340	29	1,1	1,1	NUM
american_scientific_journal-11304	340	30	)	)	PUNCT
american_scientific_journal-11304	340	31	ar(1)-egarch	ar(1)-egarch	NOUN
american_scientific_journal-11304	340	32	(	(	PUNCT
american_scientific_journal-11304	340	33	1,1	1,1	NUM
american_scientific_journal-11304	340	34	)	)	PUNCT
american_scientific_journal-11304	340	35	aic	aic	PROPN
american_scientific_journal-11304	340	36	-4,5957	-4,5957	PROPN
american_scientific_journal-11304	340	37	-5,1340	-5,1340	PROPN
american_scientific_journal-11304	340	38	bic	bic	PROPN
american_scientific_journal-11304	340	39	-4,5079	-4,5079	PROPN
american_scientific_journal-11304	340	40	-5,0243	-5,0243	PROPN
american_scientific_journal-11304	340	41	source	source	NOUN
american_scientific_journal-11304	340	42	:	:	PUNCT
american_scientific_journal-11304	340	43	the	the	DET
american_scientific_journal-11304	340	44	authors	author	NOUN
american_scientific_journal-11304	340	45	,	,	PUNCT
american_scientific_journal-11304	340	46	processed	process	VERB
american_scientific_journal-11304	340	47	in	in	ADP
american_scientific_journal-11304	340	48	r	r	NOUN
american_scientific_journal-11304	340	49	4.0.3	4.0.3	NUM
american_scientific_journal-11304	340	50	6.1	6.1	NUM
american_scientific_journal-11304	340	51	.	.	PUNCT
american_scientific_journal-11304	341	1	return	return	NOUN
american_scientific_journal-11304	341	2	and	and	CCONJ
american_scientific_journal-11304	341	3	volatility	volatility	NOUN
american_scientific_journal-11304	341	4	forecasts	forecast	VERB
american_scientific_journal-11304	341	5	volatility	volatility	NOUN
american_scientific_journal-11304	341	6	forecasts	forecast	NOUN
american_scientific_journal-11304	341	7	(	(	PUNCT
american_scientific_journal-11304	341	8	table	table	NOUN
american_scientific_journal-11304	341	9	19	19	NUM
american_scientific_journal-11304	341	10	)	)	PUNCT
american_scientific_journal-11304	341	11	point	point	NOUN
american_scientific_journal-11304	341	12	to	to	ADP
american_scientific_journal-11304	341	13	slightly	slightly	ADV
american_scientific_journal-11304	341	14	low	low	ADJ
american_scientific_journal-11304	341	15	values	value	NOUN
american_scientific_journal-11304	341	16	,	,	PUNCT
american_scientific_journal-11304	341	17	which	which	PRON
american_scientific_journal-11304	341	18	suggests	suggest	VERB
american_scientific_journal-11304	341	19	that	that	SCONJ
american_scientific_journal-11304	341	20	there	there	PRON
american_scientific_journal-11304	341	21	will	will	AUX
american_scientific_journal-11304	341	22	not	not	PART
american_scientific_journal-11304	341	23	be	be	AUX
american_scientific_journal-11304	341	24	major	major	ADJ
american_scientific_journal-11304	341	25	fluctuations	fluctuation	NOUN
american_scientific_journal-11304	341	26	in	in	ADP
american_scientific_journal-11304	341	27	the	the	DET
american_scientific_journal-11304	341	28	short	short	ADJ
american_scientific_journal-11304	341	29	term	term	NOUN
american_scientific_journal-11304	341	30	.	.	PUNCT
american_scientific_journal-11304	342	1	forecasts	forecast	NOUN
american_scientific_journal-11304	342	2	for	for	ADP
american_scientific_journal-11304	342	3	the	the	DET
american_scientific_journal-11304	342	4	volatility	volatility	NOUN
american_scientific_journal-11304	342	5	of	of	ADP
american_scientific_journal-11304	342	6	metical	metical	ADJ
american_scientific_journal-11304	342	7	/	/	SYM
american_scientific_journal-11304	342	8	dollar	dollar	NOUN
american_scientific_journal-11304	342	9	exchange	exchange	NOUN
american_scientific_journal-11304	342	10	rates	rate	NOUN
american_scientific_journal-11304	342	11	for	for	ADP
american_scientific_journal-11304	342	12	the	the	DET
american_scientific_journal-11304	342	13	year	year	NOUN
american_scientific_journal-11304	342	14	2021	2021	NUM
american_scientific_journal-11304	342	15	point	point	NOUN
american_scientific_journal-11304	342	16	to	to	ADP
american_scientific_journal-11304	342	17	a	a	DET
american_scientific_journal-11304	342	18	decreasing	decrease	VERB
american_scientific_journal-11304	342	19	trend	trend	NOUN
american_scientific_journal-11304	342	20	,	,	PUNCT
american_scientific_journal-11304	342	21	which	which	PRON
american_scientific_journal-11304	342	22	means	mean	VERB
american_scientific_journal-11304	342	23	that	that	SCONJ
american_scientific_journal-11304	342	24	fluctuations	fluctuation	NOUN
american_scientific_journal-11304	342	25	will	will	AUX
american_scientific_journal-11304	342	26	tend	tend	VERB
american_scientific_journal-11304	342	27	to	to	PART
american_scientific_journal-11304	342	28	decrease	decrease	VERB
american_scientific_journal-11304	342	29	slightly	slightly	ADV
american_scientific_journal-11304	342	30	.	.	PUNCT
american_scientific_journal-11304	343	1	regarding	regard	VERB
american_scientific_journal-11304	343	2	the	the	DET
american_scientific_journal-11304	343	3	metical	metical	ADJ
american_scientific_journal-11304	343	4	/	/	SYM
american_scientific_journal-11304	343	5	rand	rand	NOUN
american_scientific_journal-11304	343	6	exchange	exchange	NOUN
american_scientific_journal-11304	343	7	rate	rate	NOUN
american_scientific_journal-11304	343	8	,	,	PUNCT
american_scientific_journal-11304	343	9	forecasts	forecast	NOUN
american_scientific_journal-11304	343	10	point	point	VERB
american_scientific_journal-11304	343	11	to	to	ADP
american_scientific_journal-11304	343	12	an	an	DET
american_scientific_journal-11304	343	13	increasing	increase	VERB
american_scientific_journal-11304	343	14	trend	trend	NOUN
american_scientific_journal-11304	343	15	in	in	ADP
american_scientific_journal-11304	343	16	volatility	volatility	NOUN
american_scientific_journal-11304	343	17	for	for	ADP
american_scientific_journal-11304	343	18	2021	2021	NUM
american_scientific_journal-11304	343	19	,	,	PUNCT
american_scientific_journal-11304	343	20	which	which	PRON
american_scientific_journal-11304	343	21	means	mean	VERB
american_scientific_journal-11304	343	22	that	that	SCONJ
american_scientific_journal-11304	343	23	fluctuations	fluctuation	NOUN
american_scientific_journal-11304	343	24	will	will	AUX
american_scientific_journal-11304	343	25	tend	tend	VERB
american_scientific_journal-11304	343	26	to	to	PART
american_scientific_journal-11304	343	27	increase	increase	VERB
american_scientific_journal-11304	343	28	slightly	slightly	ADV
american_scientific_journal-11304	343	29	.	.	PUNCT
american_scientific_journal-11304	344	1	american	american	ADJ
american_scientific_journal-11304	344	2	academic	academic	ADJ
american_scientific_journal-11304	344	3	scientific	scientific	ADJ
american_scientific_journal-11304	344	4	research	research	NOUN
american_scientific_journal-11304	344	5	journal	journal	NOUN
american_scientific_journal-11304	344	6	for	for	ADP
american_scientific_journal-11304	344	7	engineering	engineering	NOUN
american_scientific_journal-11304	344	8	,	,	PUNCT
american_scientific_journal-11304	344	9	technology	technology	NOUN
american_scientific_journal-11304	344	10	,	,	PUNCT
american_scientific_journal-11304	344	11	and	and	CCONJ
american_scientific_journal-11304	344	12	sciences	science	NOUN
american_scientific_journal-11304	344	13	(	(	PUNCT
american_scientific_journal-11304	344	14	asrjets	asrjet	NOUN
american_scientific_journal-11304	344	15	)	)	PUNCT
american_scientific_journal-11304	344	16	volume	volume	NOUN
american_scientific_journal-11304	344	17	101	101	NUM
american_scientific_journal-11304	344	18	,	,	PUNCT
american_scientific_journal-11304	344	19	no	no	DET
american_scientific_journal-11304	344	20	1	1	NUM
american_scientific_journal-11304	344	21	,	,	PUNCT
american_scientific_journal-11304	344	22	pp	pp	ADV
american_scientific_journal-11304	344	23	43	43	NUM
american_scientific_journal-11304	344	24	-	-	SYM
american_scientific_journal-11304	344	25	70	70	NUM
american_scientific_journal-11304	344	26	67	67	NUM
american_scientific_journal-11304	344	27	table	table	NOUN
american_scientific_journal-11304	344	28	19	19	NUM
american_scientific_journal-11304	344	29	:	:	PUNCT
american_scientific_journal-11304	344	30	forecasts	forecast	NOUN
american_scientific_journal-11304	344	31	of	of	ADP
american_scientific_journal-11304	344	32	returns	return	NOUN
american_scientific_journal-11304	344	33	and	and	CCONJ
american_scientific_journal-11304	344	34	exchange	exchange	NOUN
american_scientific_journal-11304	344	35	rate	rate	NOUN
american_scientific_journal-11304	344	36	volatility	volatility	NOUN
american_scientific_journal-11304	344	37	from	from	ADP
american_scientific_journal-11304	344	38	january	january	PROPN
american_scientific_journal-11304	344	39	to	to	ADP
american_scientific_journal-11304	344	40	december	december	PROPN
american_scientific_journal-11304	344	41	2021	2021	NUM
american_scientific_journal-11304	344	42	ar(1)-egarch	ar(1)-egarch	NOUN
american_scientific_journal-11304	344	43	(	(	PUNCT
american_scientific_journal-11304	344	44	1,1	1,1	NUM
american_scientific_journal-11304	344	45	)	)	PUNCT
american_scientific_journal-11304	344	46	ar(1)-arch	ar(1)-arch	NOUN
american_scientific_journal-11304	344	47	(	(	PUNCT
american_scientific_journal-11304	344	48	1	1	NUM
american_scientific_journal-11304	344	49	)	)	PUNCT
american_scientific_journal-11304	344	50	month	month	NOUN
american_scientific_journal-11304	344	51	metical	metical	ADJ
american_scientific_journal-11304	344	52	/	/	SYM
american_scientific_journal-11304	344	53	dollar	dollar	NOUN
american_scientific_journal-11304	344	54	exchange	exchange	NOUN
american_scientific_journal-11304	344	55	rate	rate	NOUN
american_scientific_journal-11304	344	56	metical	metical	ADJ
american_scientific_journal-11304	344	57	/	/	SYM
american_scientific_journal-11304	344	58	rand	rand	NOUN
american_scientific_journal-11304	344	59	exchange	exchange	NOUN
american_scientific_journal-11304	344	60	rate	rate	NOUN
american_scientific_journal-11304	344	61	return	return	NOUN
american_scientific_journal-11304	344	62	volatility	volatility	NOUN
american_scientific_journal-11304	344	63	return	return	NOUN
american_scientific_journal-11304	344	64	volatility	volatility	NOUN
american_scientific_journal-11304	344	65	january	january	PROPN
american_scientific_journal-11304	344	66	3,92e-03	3,92e-03	NUM
american_scientific_journal-11304	344	67	0,02345	0,02345	NUM
american_scientific_journal-11304	344	68	2,62e-02	2,62e-02	NOUN
american_scientific_journal-11304	344	69	0,03501	0,03501	NUM
american_scientific_journal-11304	344	70	february	february	NOUN
american_scientific_journal-11304	344	71	1,28e-03	1,28e-03	NUM
american_scientific_journal-11304	345	1	0,02235	0,02235	PROPN
american_scientific_journal-11304	345	2	1,28e-02	1,28e-02	NOUN
american_scientific_journal-11304	345	3	0,04029	0,04029	PROPN
american_scientific_journal-11304	345	4	march	march	PROPN
american_scientific_journal-11304	345	5	4,17e-04	4,17e-04	PROPN
american_scientific_journal-11304	345	6	0,02133	0,02133	PROPN
american_scientific_journal-11304	346	1	6,28e-03	6,28e-03	NOUN
american_scientific_journal-11304	347	1	0,04263	0,04263	NUM
american_scientific_journal-11304	347	2	april	april	PROPN
american_scientific_journal-11304	347	3	1,36e-04	1,36e-04	NUM
american_scientific_journal-11304	347	4	0,02036	0,02036	NOUN
american_scientific_journal-11304	348	1	3,08e-03	3,08e-03	NUM
american_scientific_journal-11304	348	2	0,04373	0,04373	PRON
american_scientific_journal-11304	348	3	may	may	AUX
american_scientific_journal-11304	348	4	4,44e-05	4,44e-05	PROPN
american_scientific_journal-11304	348	5	0,01946	0,01946	NOUN
american_scientific_journal-11304	348	6	1,51e-03	1,51e-03	NUM
american_scientific_journal-11304	348	7	0,04425	0,04425	NOUN
american_scientific_journal-11304	348	8	june	june	PROPN
american_scientific_journal-11304	348	9	1,45e-05	1,45e-05	PROPN
american_scientific_journal-11304	349	1	0,01861	0,01861	NUM
american_scientific_journal-11304	349	2	7,39e-04	7,39e-04	PROPN
american_scientific_journal-11304	349	3	0,04450	0,04450	PROPN
american_scientific_journal-11304	349	4	july	july	PROPN
american_scientific_journal-11304	349	5	4,72e-06	4,72e-06	NUM
american_scientific_journal-11304	349	6	0,01781	0,01781	PUNCT
american_scientific_journal-11304	350	1	3,62e-04	3,62e-04	NUM
american_scientific_journal-11304	350	2	0,04462	0,04462	PROPN
american_scientific_journal-11304	350	3	august	august	PROPN
american_scientific_journal-11304	351	1	1,54e-06	1,54e-06	NUM
american_scientific_journal-11304	352	1	0,01706	0,01706	PROPN
american_scientific_journal-11304	353	1	7,75e-02	7,75e-02	NOUN
american_scientific_journal-11304	353	2	0,04468	0,04468	NUM
american_scientific_journal-11304	353	3	september	september	PROPN
american_scientific_journal-11304	353	4	5,03e-07	5,03e-07	NOUN
american_scientific_journal-11304	354	1	0,01635	0,01635	PROPN
american_scientific_journal-11304	354	2	8,70e-05	8,70e-05	NUM
american_scientific_journal-11304	354	3	0,04471	0,04471	PROPN
american_scientific_journal-11304	354	4	october	october	PROPN
american_scientific_journal-11304	354	5	1,64e-07	1,64e-07	NUM
american_scientific_journal-11304	354	6	0,01569	0,01569	PROPN
american_scientific_journal-11304	354	7	4,26e-05	4,26e-05	NUM
american_scientific_journal-11304	354	8	0,04473	0,04473	NUM
american_scientific_journal-11304	354	9	november	november	PROPN
american_scientific_journal-11304	354	10	5,35e-08	5,35e-08	NUM
american_scientific_journal-11304	354	11	0,01506	0,01506	NOUN
american_scientific_journal-11304	354	12	2,09e-05	2,09e-05	NUM
american_scientific_journal-11304	354	13	0,04473	0,04473	NUM
american_scientific_journal-11304	354	14	december	december	PROPN
american_scientific_journal-11304	354	15	1,75e-08	1,75e-08	NUM
american_scientific_journal-11304	355	1	0,01447	0,01447	PROPN
american_scientific_journal-11304	355	2	1,02e-05	1,02e-05	PROPN
american_scientific_journal-11304	355	3	0,04474	0,04474	PROPN
american_scientific_journal-11304	355	4	source	source	NOUN
american_scientific_journal-11304	355	5	:	:	PUNCT
american_scientific_journal-11304	355	6	the	the	DET
american_scientific_journal-11304	355	7	authors	author	NOUN
american_scientific_journal-11304	355	8	,	,	PUNCT
american_scientific_journal-11304	355	9	processed	process	VERB
american_scientific_journal-11304	355	10	in	in	ADP
american_scientific_journal-11304	355	11	r	r	NOUN
american_scientific_journal-11304	355	12	4.0.3	4.0.3	NUM
american_scientific_journal-11304	355	13	6.2	6.2	NUM
american_scientific_journal-11304	355	14	.	.	PUNCT
american_scientific_journal-11304	356	1	discussion	discussion	NOUN
american_scientific_journal-11304	356	2	of	of	ADP
american_scientific_journal-11304	356	3	the	the	DET
american_scientific_journal-11304	356	4	results	result	NOUN
american_scientific_journal-11304	356	5	in	in	ADP
american_scientific_journal-11304	356	6	the	the	DET
american_scientific_journal-11304	356	7	present	present	ADJ
american_scientific_journal-11304	356	8	study	study	NOUN
american_scientific_journal-11304	356	9	,	,	PUNCT
american_scientific_journal-11304	356	10	an	an	DET
american_scientific_journal-11304	356	11	analysis	analysis	NOUN
american_scientific_journal-11304	356	12	was	be	AUX
american_scientific_journal-11304	356	13	made	make	VERB
american_scientific_journal-11304	356	14	of	of	ADP
american_scientific_journal-11304	356	15	the	the	DET
american_scientific_journal-11304	356	16	volatility	volatility	NOUN
american_scientific_journal-11304	356	17	of	of	ADP
american_scientific_journal-11304	356	18	the	the	DET
american_scientific_journal-11304	356	19	metical	metical	ADJ
american_scientific_journal-11304	356	20	/	/	SYM
american_scientific_journal-11304	356	21	dollar	dollar	NOUN
american_scientific_journal-11304	356	22	and	and	CCONJ
american_scientific_journal-11304	356	23	metical	metical	ADJ
american_scientific_journal-11304	356	24	/	/	SYM
american_scientific_journal-11304	356	25	rand	rand	NOUN
american_scientific_journal-11304	356	26	exchange	exchange	NOUN
american_scientific_journal-11304	356	27	rates	rate	NOUN
american_scientific_journal-11304	356	28	in	in	ADP
american_scientific_journal-11304	356	29	mozambique	mozambique	PROPN
american_scientific_journal-11304	356	30	for	for	ADP
american_scientific_journal-11304	356	31	the	the	DET
american_scientific_journal-11304	356	32	period	period	NOUN
american_scientific_journal-11304	356	33	from	from	ADP
american_scientific_journal-11304	356	34	january	january	PROPN
american_scientific_journal-11304	356	35	2010	2010	NUM
american_scientific_journal-11304	356	36	to	to	ADP
american_scientific_journal-11304	356	37	december	december	PROPN
american_scientific_journal-11304	356	38	2020	2020	NUM
american_scientific_journal-11304	356	39	,	,	PUNCT
american_scientific_journal-11304	356	40	having	having	AUX
american_scientific_journal-11304	356	41	found	find	VERB
american_scientific_journal-11304	356	42	that	that	SCONJ
american_scientific_journal-11304	356	43	the	the	DET
american_scientific_journal-11304	356	44	conditional	conditional	ADJ
american_scientific_journal-11304	356	45	heteroscedasticity	heteroscedasticity	NOUN
american_scientific_journal-11304	356	46	models	model	NOUN
american_scientific_journal-11304	356	47	are	be	AUX
american_scientific_journal-11304	356	48	generally	generally	ADV
american_scientific_journal-11304	356	49	adequate	adequate	ADJ
american_scientific_journal-11304	356	50	to	to	PART
american_scientific_journal-11304	356	51	model	model	VERB
american_scientific_journal-11304	356	52	the	the	DET
american_scientific_journal-11304	356	53	volatility	volatility	NOUN
american_scientific_journal-11304	356	54	of	of	ADP
american_scientific_journal-11304	356	55	financial	financial	ADJ
american_scientific_journal-11304	356	56	time	time	NOUN
american_scientific_journal-11304	356	57	series	series	NOUN
american_scientific_journal-11304	356	58	.	.	PUNCT
american_scientific_journal-11304	357	1	this	this	DET
american_scientific_journal-11304	357	2	conclusion	conclusion	NOUN
american_scientific_journal-11304	357	3	corroborates	corroborate	VERB
american_scientific_journal-11304	357	4	the	the	DET
american_scientific_journal-11304	357	5	results	result	NOUN
american_scientific_journal-11304	357	6	of	of	ADP
american_scientific_journal-11304	357	7	the	the	DET
american_scientific_journal-11304	357	8	study	study	NOUN
american_scientific_journal-11304	357	9	carried	carry	VERB
american_scientific_journal-11304	357	10	out	out	ADP
american_scientific_journal-11304	357	11	in	in	ADP
american_scientific_journal-11304	357	12	mozambique	mozambique	NOUN
american_scientific_journal-11304	357	13	by	by	ADP
american_scientific_journal-11304	357	14	[	[	X
american_scientific_journal-11304	357	15	12	12	NUM
american_scientific_journal-11304	357	16	]	]	PUNCT
american_scientific_journal-11304	357	17	,	,	PUNCT
american_scientific_journal-11304	357	18	which	which	PRON
american_scientific_journal-11304	357	19	analysed	analyse	VERB
american_scientific_journal-11304	357	20	the	the	DET
american_scientific_journal-11304	357	21	volatility	volatility	NOUN
american_scientific_journal-11304	357	22	of	of	ADP
american_scientific_journal-11304	357	23	the	the	DET
american_scientific_journal-11304	357	24	inflation	inflation	NOUN
american_scientific_journal-11304	357	25	rate	rate	NOUN
american_scientific_journal-11304	357	26	for	for	ADP
american_scientific_journal-11304	357	27	the	the	DET
american_scientific_journal-11304	357	28	period	period	NOUN
american_scientific_journal-11304	357	29	from	from	ADP
american_scientific_journal-11304	357	30	1996	1996	NUM
american_scientific_journal-11304	357	31	to	to	ADP
american_scientific_journal-11304	357	32	2006	2006	NUM
american_scientific_journal-11304	357	33	,	,	PUNCT
american_scientific_journal-11304	357	34	having	having	AUX
american_scientific_journal-11304	357	35	reached	reach	VERB
american_scientific_journal-11304	357	36	the	the	DET
american_scientific_journal-11304	357	37	same	same	ADJ
american_scientific_journal-11304	357	38	conclusion	conclusion	NOUN
american_scientific_journal-11304	357	39	about	about	ADP
american_scientific_journal-11304	357	40	the	the	DET
american_scientific_journal-11304	357	41	applicability	applicability	NOUN
american_scientific_journal-11304	357	42	of	of	ADP
american_scientific_journal-11304	357	43	arch	arch	ADJ
american_scientific_journal-11304	357	44	class	class	NOUN
american_scientific_journal-11304	357	45	models	model	NOUN
american_scientific_journal-11304	357	46	in	in	ADP
american_scientific_journal-11304	357	47	financial	financial	ADJ
american_scientific_journal-11304	357	48	time	time	NOUN
american_scientific_journal-11304	357	49	series	series	NOUN
american_scientific_journal-11304	357	50	.	.	PUNCT
american_scientific_journal-11304	358	1	the	the	DET
american_scientific_journal-11304	358	2	return	return	NOUN
american_scientific_journal-11304	358	3	series	series	NOUN
american_scientific_journal-11304	358	4	for	for	ADP
american_scientific_journal-11304	358	5	the	the	DET
american_scientific_journal-11304	358	6	metical	metical	ADJ
american_scientific_journal-11304	358	7	/	/	SYM
american_scientific_journal-11304	358	8	rand	rand	NOUN
american_scientific_journal-11304	358	9	exchange	exchange	NOUN
american_scientific_journal-11304	358	10	rate	rate	NOUN
american_scientific_journal-11304	358	11	in	in	ADP
american_scientific_journal-11304	358	12	mozambique	mozambique	PROPN
american_scientific_journal-11304	358	13	did	do	AUX
american_scientific_journal-11304	358	14	not	not	PART
american_scientific_journal-11304	358	15	show	show	VERB
american_scientific_journal-11304	358	16	asymmetric	asymmetric	ADJ
american_scientific_journal-11304	358	17	behaviour	behaviour	NOUN
american_scientific_journal-11304	358	18	for	for	ADP
american_scientific_journal-11304	358	19	the	the	DET
american_scientific_journal-11304	358	20	period	period	NOUN
american_scientific_journal-11304	358	21	under	under	ADP
american_scientific_journal-11304	358	22	analysis	analysis	NOUN
american_scientific_journal-11304	358	23	,	,	PUNCT
american_scientific_journal-11304	358	24	meaning	mean	VERB
american_scientific_journal-11304	358	25	that	that	SCONJ
american_scientific_journal-11304	358	26	positive	positive	ADJ
american_scientific_journal-11304	358	27	and	and	CCONJ
american_scientific_journal-11304	358	28	negative	negative	ADJ
american_scientific_journal-11304	358	29	shocks	shock	NOUN
american_scientific_journal-11304	358	30	have	have	VERB
american_scientific_journal-11304	358	31	the	the	DET
american_scientific_journal-11304	358	32	same	same	ADJ
american_scientific_journal-11304	358	33	impact	impact	NOUN
american_scientific_journal-11304	358	34	on	on	ADP
american_scientific_journal-11304	358	35	the	the	DET
american_scientific_journal-11304	358	36	conditional	conditional	ADJ
american_scientific_journal-11304	358	37	variance	variance	NOUN
american_scientific_journal-11304	358	38	.	.	PUNCT
american_scientific_journal-11304	359	1	these	these	DET
american_scientific_journal-11304	359	2	results	result	NOUN
american_scientific_journal-11304	359	3	corroborate	corroborate	VERB
american_scientific_journal-11304	359	4	the	the	DET
american_scientific_journal-11304	359	5	work	work	NOUN
american_scientific_journal-11304	359	6	of	of	ADP
american_scientific_journal-11304	359	7	[	[	X
american_scientific_journal-11304	359	8	3	3	NUM
american_scientific_journal-11304	359	9	]	]	PUNCT
american_scientific_journal-11304	359	10	who	who	PRON
american_scientific_journal-11304	359	11	studied	study	VERB
american_scientific_journal-11304	359	12	the	the	DET
american_scientific_journal-11304	359	13	behaviour	behaviour	NOUN
american_scientific_journal-11304	359	14	of	of	ADP
american_scientific_journal-11304	359	15	exchange	exchange	NOUN
american_scientific_journal-11304	359	16	rate	rate	NOUN
american_scientific_journal-11304	359	17	volatility	volatility	NOUN
american_scientific_journal-11304	359	18	using	use	VERB
american_scientific_journal-11304	359	19	several	several	ADJ
american_scientific_journal-11304	359	20	different	different	ADJ
american_scientific_journal-11304	359	21	exchange	exchange	NOUN
american_scientific_journal-11304	359	22	rate	rate	NOUN
american_scientific_journal-11304	359	23	series	series	NOUN
american_scientific_journal-11304	359	24	for	for	ADP
american_scientific_journal-11304	359	25	the	the	DET
american_scientific_journal-11304	359	26	period	period	NOUN
american_scientific_journal-11304	359	27	between	between	ADP
american_scientific_journal-11304	359	28	1986	1986	NUM
american_scientific_journal-11304	359	29	and	and	CCONJ
american_scientific_journal-11304	359	30	1997	1997	NUM
american_scientific_journal-11304	359	31	and	and	CCONJ
american_scientific_journal-11304	359	32	found	find	VERB
american_scientific_journal-11304	359	33	that	that	SCONJ
american_scientific_journal-11304	359	34	the	the	DET
american_scientific_journal-11304	359	35	return	return	NOUN
american_scientific_journal-11304	359	36	series	series	NOUN
american_scientific_journal-11304	359	37	did	do	AUX
american_scientific_journal-11304	359	38	not	not	PART
american_scientific_journal-11304	359	39	show	show	VERB
american_scientific_journal-11304	359	40	signs	sign	NOUN
american_scientific_journal-11304	359	41	of	of	ADP
american_scientific_journal-11304	359	42	an	an	DET
american_scientific_journal-11304	359	43	asymmetric	asymmetric	ADJ
american_scientific_journal-11304	359	44	response	response	NOUN
american_scientific_journal-11304	359	45	to	to	ADP
american_scientific_journal-11304	359	46	any	any	DET
american_scientific_journal-11304	359	47	shocks	shock	NOUN
american_scientific_journal-11304	359	48	to	to	PART
american_scientific_journal-11304	359	49	rate	rate	VERB
american_scientific_journal-11304	359	50	volatility	volatility	NOUN
american_scientific_journal-11304	359	51	.	.	PUNCT
american_scientific_journal-11304	360	1	two	two	NUM
american_scientific_journal-11304	360	2	models	model	NOUN
american_scientific_journal-11304	360	3	were	be	AUX
american_scientific_journal-11304	360	4	estimated	estimate	VERB
american_scientific_journal-11304	360	5	to	to	PART
american_scientific_journal-11304	360	6	describe	describe	VERB
american_scientific_journal-11304	360	7	the	the	DET
american_scientific_journal-11304	360	8	volatility	volatility	NOUN
american_scientific_journal-11304	360	9	of	of	ADP
american_scientific_journal-11304	360	10	the	the	DET
american_scientific_journal-11304	360	11	returns	return	NOUN
american_scientific_journal-11304	360	12	of	of	ADP
american_scientific_journal-11304	360	13	the	the	DET
american_scientific_journal-11304	360	14	metical	metical	ADJ
american_scientific_journal-11304	360	15	exchange	exchange	NOUN
american_scientific_journal-11304	360	16	rate	rate	NOUN
american_scientific_journal-11304	360	17	in	in	ADP
american_scientific_journal-11304	360	18	relation	relation	NOUN
american_scientific_journal-11304	360	19	to	to	ADP
american_scientific_journal-11304	360	20	the	the	DET
american_scientific_journal-11304	360	21	dollar	dollar	NOUN
american_scientific_journal-11304	360	22	in	in	ADP
american_scientific_journal-11304	360	23	mozambique	mozambique	PROPN
american_scientific_journal-11304	360	24	,	,	PUNCT
american_scientific_journal-11304	360	25	namely	namely	ADV
american_scientific_journal-11304	360	26	the	the	DET
american_scientific_journal-11304	360	27	ar(1)-garch(1,1	ar(1)-garch(1,1	PROPN
american_scientific_journal-11304	360	28	)	)	PUNCT
american_scientific_journal-11304	360	29	and	and	CCONJ
american_scientific_journal-11304	360	30	ar(1)-egarch(1,1	ar(1)-egarch(1,1	NOUN
american_scientific_journal-11304	360	31	)	)	PUNCT
american_scientific_journal-11304	360	32	models	model	NOUN
american_scientific_journal-11304	360	33	,	,	PUNCT
american_scientific_journal-11304	360	34	both	both	PRON
american_scientific_journal-11304	360	35	adjusted	adjust	VERB
american_scientific_journal-11304	360	36	with	with	ADP
american_scientific_journal-11304	360	37	normal	normal	ADJ
american_scientific_journal-11304	360	38	error	error	NOUN
american_scientific_journal-11304	360	39	distribution	distribution	NOUN
american_scientific_journal-11304	360	40	,	,	PUNCT
american_scientific_journal-11304	360	41	with	with	ADP
american_scientific_journal-11304	360	42	the	the	DET
american_scientific_journal-11304	360	43	ar(1)-egarch(1,1	ar(1)-egarch(1,1	NOUN
american_scientific_journal-11304	360	44	)	)	PUNCT
american_scientific_journal-11304	360	45	model	model	NOUN
american_scientific_journal-11304	360	46	presenting	present	VERB
american_scientific_journal-11304	360	47	better	well	ADJ
american_scientific_journal-11304	360	48	results	result	NOUN
american_scientific_journal-11304	360	49	in	in	ADP
american_scientific_journal-11304	360	50	predictions	prediction	NOUN
american_scientific_journal-11304	360	51	.	.	PUNCT
american_scientific_journal-11304	361	1	these	these	DET
american_scientific_journal-11304	361	2	results	result	NOUN
american_scientific_journal-11304	361	3	are	be	AUX
american_scientific_journal-11304	361	4	similar	similar	ADJ
american_scientific_journal-11304	361	5	to	to	ADP
american_scientific_journal-11304	361	6	those	those	PRON
american_scientific_journal-11304	361	7	obtained	obtain	VERB
american_scientific_journal-11304	361	8	by	by	ADP
american_scientific_journal-11304	361	9	[	[	X
american_scientific_journal-11304	361	10	4	4	NUM
american_scientific_journal-11304	361	11	]	]	PUNCT
american_scientific_journal-11304	361	12	,	,	PUNCT
american_scientific_journal-11304	361	13	in	in	ADP
american_scientific_journal-11304	361	14	their	their	PRON
american_scientific_journal-11304	361	15	studies	study	NOUN
american_scientific_journal-11304	361	16	they	they	PRON
american_scientific_journal-11304	361	17	carried	carry	VERB
american_scientific_journal-11304	361	18	out	out	ADP
american_scientific_journal-11304	361	19	a	a	DET
american_scientific_journal-11304	361	20	forecast	forecast	NOUN
american_scientific_journal-11304	361	21	using	use	VERB
american_scientific_journal-11304	361	22	a	a	DET
american_scientific_journal-11304	361	23	rolling	rolling	ADJ
american_scientific_journal-11304	361	24	window	window	NOUN
american_scientific_journal-11304	361	25	with	with	ADP
american_scientific_journal-11304	361	26	21	21	NUM
american_scientific_journal-11304	361	27	observations	observation	NOUN
american_scientific_journal-11304	361	28	of	of	ADP
american_scientific_journal-11304	361	29	the	the	DET
american_scientific_journal-11304	361	30	dollar	dollar	NOUN
american_scientific_journal-11304	361	31	/	/	SYM
american_scientific_journal-11304	361	32	euro	euro	NOUN
american_scientific_journal-11304	361	33	exchange	exchange	NOUN
american_scientific_journal-11304	361	34	rate	rate	NOUN
american_scientific_journal-11304	361	35	pair	pair	NOUN
american_scientific_journal-11304	361	36	,	,	PUNCT
american_scientific_journal-11304	361	37	they	they	PRON
american_scientific_journal-11304	361	38	concluded	conclude	VERB
american_scientific_journal-11304	361	39	that	that	SCONJ
american_scientific_journal-11304	361	40	the	the	DET
american_scientific_journal-11304	361	41	model	model	NOUN
american_scientific_journal-11304	361	42	that	that	PRON
american_scientific_journal-11304	361	43	presented	present	VERB
american_scientific_journal-11304	361	44	the	the	DET
american_scientific_journal-11304	361	45	best	good	ADJ
american_scientific_journal-11304	361	46	results	result	NOUN
american_scientific_journal-11304	361	47	was	be	AUX
american_scientific_journal-11304	361	48	the	the	DET
american_scientific_journal-11304	361	49	egarch	egarch	NOUN
american_scientific_journal-11304	361	50	estimated	estimate	VERB
american_scientific_journal-11304	361	51	based	base	VERB
american_scientific_journal-11304	361	52	on	on	ADP
american_scientific_journal-11304	361	53	a	a	DET
american_scientific_journal-11304	361	54	distribution	distribution	NOUN
american_scientific_journal-11304	361	55	normal	normal	ADJ
american_scientific_journal-11304	361	56	of	of	ADP
american_scientific_journal-11304	361	57	errors	error	NOUN
american_scientific_journal-11304	361	58	.	.	PUNCT
american_scientific_journal-11304	362	1	in	in	ADP
american_scientific_journal-11304	362	2	the	the	DET
american_scientific_journal-11304	362	3	present	present	ADJ
american_scientific_journal-11304	362	4	study	study	NOUN
american_scientific_journal-11304	362	5	,	,	PUNCT
american_scientific_journal-11304	362	6	the	the	DET
american_scientific_journal-11304	362	7	leverage	leverage	NOUN
american_scientific_journal-11304	362	8	effect	effect	NOUN
american_scientific_journal-11304	362	9	was	be	AUX
american_scientific_journal-11304	362	10	verified	verify	VERB
american_scientific_journal-11304	362	11	,	,	PUNCT
american_scientific_journal-11304	362	12	showing	show	VERB
american_scientific_journal-11304	362	13	that	that	SCONJ
american_scientific_journal-11304	362	14	the	the	DET
american_scientific_journal-11304	362	15	increase	increase	NOUN
american_scientific_journal-11304	362	16	in	in	ADP
american_scientific_journal-11304	362	17	volatility	volatility	NOUN
american_scientific_journal-11304	362	18	is	be	AUX
american_scientific_journal-11304	362	19	greater	great	ADJ
american_scientific_journal-11304	362	20	after	after	ADP
american_scientific_journal-11304	362	21	negative	negative	ADJ
american_scientific_journal-11304	362	22	shocks	shock	NOUN
american_scientific_journal-11304	362	23	than	than	ADP
american_scientific_journal-11304	362	24	after	after	ADP
american_scientific_journal-11304	362	25	positive	positive	ADJ
american_scientific_journal-11304	362	26	shocks	shock	NOUN
american_scientific_journal-11304	362	27	,	,	PUNCT
american_scientific_journal-11304	362	28	of	of	ADP
american_scientific_journal-11304	362	29	the	the	DET
american_scientific_journal-11304	362	30	same	same	ADJ
american_scientific_journal-11304	362	31	intensity	intensity	NOUN
american_scientific_journal-11304	362	32	in	in	ADP
american_scientific_journal-11304	362	33	the	the	DET
american_scientific_journal-11304	362	34	returns	return	NOUN
american_scientific_journal-11304	362	35	on	on	ADP
american_scientific_journal-11304	362	36	the	the	DET
american_scientific_journal-11304	362	37	metical	metical	ADJ
american_scientific_journal-11304	362	38	/	/	SYM
american_scientific_journal-11304	362	39	dollar	dollar	NOUN
american_scientific_journal-11304	362	40	exchange	exchange	NOUN
american_scientific_journal-11304	362	41	rate	rate	NOUN
american_scientific_journal-11304	362	42	.	.	PUNCT
american_scientific_journal-11304	363	1	these	these	DET
american_scientific_journal-11304	363	2	results	result	NOUN
american_scientific_journal-11304	363	3	corroborate	corroborate	VERB
american_scientific_journal-11304	363	4	in	in	ADP
american_scientific_journal-11304	363	5	the	the	DET
american_scientific_journal-11304	363	6	same	same	ADJ
american_scientific_journal-11304	363	7	direction	direction	NOUN
american_scientific_journal-11304	363	8	with	with	ADP
american_scientific_journal-11304	363	9	the	the	DET
american_scientific_journal-11304	363	10	results	result	NOUN
american_scientific_journal-11304	363	11	of	of	ADP
american_scientific_journal-11304	363	12	the	the	DET
american_scientific_journal-11304	363	13	study	study	NOUN
american_scientific_journal-11304	363	14	by	by	ADP
american_scientific_journal-11304	363	15	[	[	X
american_scientific_journal-11304	363	16	4	4	NUM
american_scientific_journal-11304	363	17	]	]	PUNCT
american_scientific_journal-11304	363	18	.	.	PUNCT
american_scientific_journal-11304	364	1	the	the	DET
american_scientific_journal-11304	364	2	results	result	NOUN
american_scientific_journal-11304	364	3	of	of	ADP
american_scientific_journal-11304	364	4	this	this	DET
american_scientific_journal-11304	364	5	study	study	NOUN
american_scientific_journal-11304	364	6	reveal	reveal	VERB
american_scientific_journal-11304	364	7	that	that	SCONJ
american_scientific_journal-11304	364	8	the	the	DET
american_scientific_journal-11304	364	9	selected	select	VERB
american_scientific_journal-11304	364	10	ar(1)-egarch(1,1	ar(1)-egarch(1,1	NOUN
american_scientific_journal-11304	364	11	)	)	PUNCT
american_scientific_journal-11304	364	12	model	model	NOUN
american_scientific_journal-11304	364	13	american	american	PROPN
american_scientific_journal-11304	364	14	academic	academic	PROPN
american_scientific_journal-11304	364	15	scientific	scientific	ADJ
american_scientific_journal-11304	364	16	research	research	NOUN
american_scientific_journal-11304	364	17	journal	journal	NOUN
american_scientific_journal-11304	364	18	for	for	ADP
american_scientific_journal-11304	364	19	engineering	engineering	NOUN
american_scientific_journal-11304	364	20	,	,	PUNCT
american_scientific_journal-11304	364	21	technology	technology	NOUN
american_scientific_journal-11304	364	22	,	,	PUNCT
american_scientific_journal-11304	364	23	and	and	CCONJ
american_scientific_journal-11304	364	24	sciences	science	NOUN
american_scientific_journal-11304	364	25	(	(	PUNCT
american_scientific_journal-11304	364	26	asrjets	asrjet	NOUN
american_scientific_journal-11304	364	27	)	)	PUNCT
american_scientific_journal-11304	364	28	volume	volume	NOUN
american_scientific_journal-11304	364	29	101	101	NUM
american_scientific_journal-11304	364	30	,	,	PUNCT
american_scientific_journal-11304	364	31	no	no	DET
american_scientific_journal-11304	364	32	1	1	NUM
american_scientific_journal-11304	364	33	,	,	PUNCT
american_scientific_journal-11304	364	34	pp	pp	ADV
american_scientific_journal-11304	364	35	43	43	NUM
american_scientific_journal-11304	364	36	-	-	SYM
american_scientific_journal-11304	364	37	70	70	NUM
american_scientific_journal-11304	364	38	68	68	NUM
american_scientific_journal-11304	364	39	performed	perform	VERB
american_scientific_journal-11304	364	40	better	well	ADV
american_scientific_journal-11304	364	41	in	in	ADP
american_scientific_journal-11304	364	42	predictions	prediction	NOUN
american_scientific_journal-11304	364	43	both	both	CCONJ
american_scientific_journal-11304	364	44	within	within	ADP
american_scientific_journal-11304	364	45	and	and	CCONJ
american_scientific_journal-11304	364	46	outside	outside	ADP
american_scientific_journal-11304	364	47	the	the	DET
american_scientific_journal-11304	364	48	sample	sample	NOUN
american_scientific_journal-11304	364	49	.	.	PUNCT
american_scientific_journal-11304	365	1	these	these	DET
american_scientific_journal-11304	365	2	results	result	NOUN
american_scientific_journal-11304	365	3	differ	differ	VERB
american_scientific_journal-11304	365	4	with	with	ADP
american_scientific_journal-11304	365	5	the	the	DET
american_scientific_journal-11304	365	6	work	work	NOUN
american_scientific_journal-11304	365	7	of	of	ADP
american_scientific_journal-11304	365	8	[	[	X
american_scientific_journal-11304	365	9	24	24	NUM
american_scientific_journal-11304	365	10	]	]	PUNCT
american_scientific_journal-11304	365	11	who	who	PRON
american_scientific_journal-11304	365	12	studied	study	VERB
american_scientific_journal-11304	365	13	the	the	DET
american_scientific_journal-11304	365	14	use	use	NOUN
american_scientific_journal-11304	365	15	of	of	ADP
american_scientific_journal-11304	365	16	arma	arma	NOUN
american_scientific_journal-11304	365	17	-	-	PUNCT
american_scientific_journal-11304	365	18	egarch	egarch	NOUN
american_scientific_journal-11304	365	19	models	model	NOUN
american_scientific_journal-11304	365	20	in	in	ADP
american_scientific_journal-11304	365	21	the	the	DET
american_scientific_journal-11304	365	22	euro	euro	PROPN
american_scientific_journal-11304	365	23	/	/	SYM
american_scientific_journal-11304	365	24	dollar	dollar	NOUN
american_scientific_journal-11304	365	25	exchange	exchange	NOUN
american_scientific_journal-11304	365	26	rate	rate	NOUN
american_scientific_journal-11304	365	27	pair	pair	NOUN
american_scientific_journal-11304	365	28	,	,	PUNCT
american_scientific_journal-11304	365	29	and	and	CCONJ
american_scientific_journal-11304	365	30	used	use	VERB
american_scientific_journal-11304	365	31	data	datum	NOUN
american_scientific_journal-11304	365	32	within	within	ADP
american_scientific_journal-11304	365	33	the	the	DET
american_scientific_journal-11304	365	34	sample	sample	NOUN
american_scientific_journal-11304	365	35	referring	refer	VERB
american_scientific_journal-11304	365	36	to	to	ADP
american_scientific_journal-11304	365	37	the	the	DET
american_scientific_journal-11304	365	38	period	period	NOUN
american_scientific_journal-11304	365	39	between	between	ADP
american_scientific_journal-11304	365	40	august	august	PROPN
american_scientific_journal-11304	365	41	1	1	NUM
american_scientific_journal-11304	365	42	,	,	PUNCT
american_scientific_journal-11304	365	43	2007	2007	NUM
american_scientific_journal-11304	365	44	and	and	CCONJ
american_scientific_journal-11304	365	45	july	july	PROPN
american_scientific_journal-11304	365	46	31	31	NUM
american_scientific_journal-11304	365	47	,	,	PUNCT
american_scientific_journal-11304	365	48	2010	2010	NUM
american_scientific_journal-11304	365	49	and	and	CCONJ
american_scientific_journal-11304	365	50	out	out	ADP
american_scientific_journal-11304	365	51	-	-	PUNCT
american_scientific_journal-11304	365	52	of	of	ADP
american_scientific_journal-11304	365	53	-	-	PUNCT
american_scientific_journal-11304	365	54	sample	sample	NOUN
american_scientific_journal-11304	365	55	data	datum	NOUN
american_scientific_journal-11304	365	56	between	between	ADP
american_scientific_journal-11304	365	57	august	august	PROPN
american_scientific_journal-11304	365	58	1	1	NUM
american_scientific_journal-11304	365	59	,	,	PUNCT
american_scientific_journal-11304	365	60	2010	2010	NUM
american_scientific_journal-11304	365	61	and	and	CCONJ
american_scientific_journal-11304	365	62	july	july	PROPN
american_scientific_journal-11304	365	63	31	31	NUM
american_scientific_journal-11304	365	64	,	,	PUNCT
american_scientific_journal-11304	365	65	2013	2013	NUM
american_scientific_journal-11304	365	66	,	,	PUNCT
american_scientific_journal-11304	365	67	using	use	VERB
american_scientific_journal-11304	365	68	daily	daily	ADJ
american_scientific_journal-11304	365	69	quotes	quote	NOUN
american_scientific_journal-11304	365	70	,	,	PUNCT
american_scientific_journal-11304	365	71	having	having	AUX
american_scientific_journal-11304	365	72	concluded	conclude	VERB
american_scientific_journal-11304	365	73	that	that	SCONJ
american_scientific_journal-11304	365	74	the	the	DET
american_scientific_journal-11304	365	75	predictive	predictive	ADJ
american_scientific_journal-11304	365	76	power	power	NOUN
american_scientific_journal-11304	365	77	of	of	ADP
american_scientific_journal-11304	365	78	the	the	DET
american_scientific_journal-11304	365	79	selected	select	VERB
american_scientific_journal-11304	365	80	model	model	NOUN
american_scientific_journal-11304	365	81	using	use	VERB
american_scientific_journal-11304	365	82	outof	outof	PROPN
american_scientific_journal-11304	365	83	-	-	PUNCT
american_scientific_journal-11304	365	84	sample	sample	NOUN
american_scientific_journal-11304	365	85	data	datum	NOUN
american_scientific_journal-11304	365	86	has	have	VERB
american_scientific_journal-11304	365	87	no	no	DET
american_scientific_journal-11304	365	88	correlation	correlation	NOUN
american_scientific_journal-11304	365	89	with	with	ADP
american_scientific_journal-11304	365	90	the	the	DET
american_scientific_journal-11304	365	91	fit	fit	NOUN
american_scientific_journal-11304	365	92	of	of	ADP
american_scientific_journal-11304	365	93	the	the	DET
american_scientific_journal-11304	365	94	same	same	ADJ
american_scientific_journal-11304	365	95	model	model	NOUN
american_scientific_journal-11304	365	96	within	within	ADP
american_scientific_journal-11304	365	97	the	the	DET
american_scientific_journal-11304	365	98	sample	sample	NOUN
american_scientific_journal-11304	365	99	.	.	PUNCT
american_scientific_journal-11304	366	1	7	7	X
american_scientific_journal-11304	366	2	.	.	X
american_scientific_journal-11304	366	3	conclusions	conclusion	NOUN
american_scientific_journal-11304	366	4	i.	i.	PROPN
american_scientific_journal-11304	366	5	the	the	DET
american_scientific_journal-11304	366	6	exchange	exchange	NOUN
american_scientific_journal-11304	366	7	rates	rate	NOUN
american_scientific_journal-11304	366	8	under	under	ADP
american_scientific_journal-11304	366	9	study	study	NOUN
american_scientific_journal-11304	366	10	,	,	PUNCT
american_scientific_journal-11304	366	11	from	from	ADP
american_scientific_journal-11304	366	12	january	january	PROPN
american_scientific_journal-11304	366	13	2010	2010	NUM
american_scientific_journal-11304	366	14	to	to	ADP
american_scientific_journal-11304	366	15	december	december	PROPN
american_scientific_journal-11304	366	16	2020	2020	NUM
american_scientific_journal-11304	366	17	,	,	PUNCT
american_scientific_journal-11304	366	18	presented	present	VERB
american_scientific_journal-11304	366	19	periods	period	NOUN
american_scientific_journal-11304	366	20	of	of	ADP
american_scientific_journal-11304	366	21	high	high	ADJ
american_scientific_journal-11304	366	22	variation	variation	NOUN
american_scientific_journal-11304	366	23	,	,	PUNCT
american_scientific_journal-11304	366	24	followed	follow	VERB
american_scientific_journal-11304	366	25	by	by	ADP
american_scientific_journal-11304	366	26	periods	period	NOUN
american_scientific_journal-11304	366	27	of	of	ADP
american_scientific_journal-11304	366	28	lower	low	ADJ
american_scientific_journal-11304	366	29	variation	variation	NOUN
american_scientific_journal-11304	366	30	,	,	PUNCT
american_scientific_journal-11304	366	31	thus	thus	ADV
american_scientific_journal-11304	366	32	suggesting	suggest	VERB
american_scientific_journal-11304	366	33	an	an	DET
american_scientific_journal-11304	366	34	agglomeration	agglomeration	NOUN
american_scientific_journal-11304	366	35	of	of	ADP
american_scientific_journal-11304	366	36	volatility	volatility	NOUN
american_scientific_journal-11304	366	37	;	;	PUNCT
american_scientific_journal-11304	366	38	ii	ii	X
american_scientific_journal-11304	366	39	.	.	PUNCT
american_scientific_journal-11304	367	1	among	among	ADP
american_scientific_journal-11304	367	2	the	the	DET
american_scientific_journal-11304	367	3	models	model	NOUN
american_scientific_journal-11304	367	4	considered	consider	VERB
american_scientific_journal-11304	367	5	suitable	suitable	ADJ
american_scientific_journal-11304	367	6	for	for	ADP
american_scientific_journal-11304	367	7	modelling	model	VERB
american_scientific_journal-11304	367	8	the	the	DET
american_scientific_journal-11304	367	9	conditional	conditional	ADJ
american_scientific_journal-11304	367	10	variance	variance	NOUN
american_scientific_journal-11304	367	11	(	(	PUNCT
american_scientific_journal-11304	367	12	risk	risk	NOUN
american_scientific_journal-11304	367	13	)	)	PUNCT
american_scientific_journal-11304	367	14	of	of	ADP
american_scientific_journal-11304	367	15	the	the	DET
american_scientific_journal-11304	367	16	metical	metical	ADJ
american_scientific_journal-11304	367	17	/	/	SYM
american_scientific_journal-11304	367	18	dollar	dollar	NOUN
american_scientific_journal-11304	367	19	exchange	exchange	NOUN
american_scientific_journal-11304	367	20	rate	rate	NOUN
american_scientific_journal-11304	367	21	return	return	NOUN
american_scientific_journal-11304	367	22	series	series	NOUN
american_scientific_journal-11304	367	23	equation	equation	NOUN
american_scientific_journal-11304	367	24	in	in	ADP
american_scientific_journal-11304	367	25	mozambique	mozambique	PROPN
american_scientific_journal-11304	367	26	,	,	PUNCT
american_scientific_journal-11304	367	27	the	the	DET
american_scientific_journal-11304	367	28	ar(1	ar(1	NOUN
american_scientific_journal-11304	367	29	)	)	PUNCT
american_scientific_journal-11304	367	30	egarch(1,1	egarch(1,1	NOUN
american_scientific_journal-11304	367	31	)	)	PUNCT
american_scientific_journal-11304	367	32	model	model	NOUN
american_scientific_journal-11304	367	33	stands	stand	VERB
american_scientific_journal-11304	367	34	out	out	ADP
american_scientific_journal-11304	367	35	,	,	PUNCT
american_scientific_journal-11304	367	36	which	which	PRON
american_scientific_journal-11304	367	37	presented	present	VERB
american_scientific_journal-11304	367	38	the	the	DET
american_scientific_journal-11304	367	39	best	good	ADJ
american_scientific_journal-11304	367	40	forecast	forecast	NOUN
american_scientific_journal-11304	367	41	performance	performance	NOUN
american_scientific_journal-11304	367	42	;	;	PUNCT
american_scientific_journal-11304	367	43	iii	iii	X
american_scientific_journal-11304	367	44	.	.	NOUN
american_scientific_journal-11304	368	1	in	in	ADP
american_scientific_journal-11304	368	2	relation	relation	NOUN
american_scientific_journal-11304	368	3	to	to	ADP
american_scientific_journal-11304	368	4	the	the	DET
american_scientific_journal-11304	368	5	returns	return	NOUN
american_scientific_journal-11304	368	6	on	on	ADP
american_scientific_journal-11304	368	7	the	the	DET
american_scientific_journal-11304	368	8	metical	metical	ADJ
american_scientific_journal-11304	368	9	/	/	SYM
american_scientific_journal-11304	368	10	rand	rand	NOUN
american_scientific_journal-11304	368	11	exchange	exchange	NOUN
american_scientific_journal-11304	368	12	rate	rate	NOUN
american_scientific_journal-11304	368	13	,	,	PUNCT
american_scientific_journal-11304	368	14	it	it	PRON
american_scientific_journal-11304	368	15	was	be	AUX
american_scientific_journal-11304	368	16	possible	possible	ADJ
american_scientific_journal-11304	368	17	to	to	PART
american_scientific_journal-11304	368	18	find	find	VERB
american_scientific_journal-11304	368	19	the	the	DET
american_scientific_journal-11304	368	20	ar(1)-arch(1	ar(1)-arch(1	PROPN
american_scientific_journal-11304	368	21	)	)	PUNCT
american_scientific_journal-11304	368	22	model	model	NOUN
american_scientific_journal-11304	368	23	,	,	PUNCT
american_scientific_journal-11304	368	24	which	which	PRON
american_scientific_journal-11304	368	25	was	be	AUX
american_scientific_journal-11304	368	26	the	the	DET
american_scientific_journal-11304	368	27	only	only	ADJ
american_scientific_journal-11304	368	28	one	one	NUM
american_scientific_journal-11304	368	29	that	that	PRON
american_scientific_journal-11304	368	30	proved	prove	VERB
american_scientific_journal-11304	368	31	to	to	PART
american_scientific_journal-11304	368	32	be	be	AUX
american_scientific_journal-11304	368	33	adequate	adequate	ADJ
american_scientific_journal-11304	368	34	to	to	PART
american_scientific_journal-11304	368	35	describe	describe	VERB
american_scientific_journal-11304	368	36	the	the	DET
american_scientific_journal-11304	368	37	variance	variance	NOUN
american_scientific_journal-11304	368	38	equation	equation	NOUN
american_scientific_journal-11304	368	39	;	;	PUNCT
american_scientific_journal-11304	369	1	iv	iv	X
american_scientific_journal-11304	369	2	.	.	PUNCT
american_scientific_journal-11304	370	1	the	the	DET
american_scientific_journal-11304	370	2	metical	metical	ADJ
american_scientific_journal-11304	370	3	/	/	SYM
american_scientific_journal-11304	370	4	dollar	dollar	NOUN
american_scientific_journal-11304	370	5	exchange	exchange	NOUN
american_scientific_journal-11304	370	6	rate	rate	NOUN
american_scientific_journal-11304	370	7	showed	show	VERB
american_scientific_journal-11304	370	8	evidence	evidence	NOUN
american_scientific_journal-11304	370	9	of	of	ADP
american_scientific_journal-11304	370	10	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	370	11	,	,	PUNCT
american_scientific_journal-11304	370	12	that	that	ADV
american_scientific_journal-11304	370	13	is	is	ADV
american_scientific_journal-11304	370	14	,	,	PUNCT
american_scientific_journal-11304	370	15	volatility	volatility	NOUN
american_scientific_journal-11304	370	16	showed	show	VERB
american_scientific_journal-11304	370	17	different	different	ADJ
american_scientific_journal-11304	370	18	responses	response	NOUN
american_scientific_journal-11304	370	19	to	to	ADP
american_scientific_journal-11304	370	20	positive	positive	ADJ
american_scientific_journal-11304	370	21	and	and	CCONJ
american_scientific_journal-11304	370	22	negative	negative	ADJ
american_scientific_journal-11304	370	23	shocks	shock	NOUN
american_scientific_journal-11304	370	24	.	.	PUNCT
american_scientific_journal-11304	371	1	furthermore	furthermore	ADV
american_scientific_journal-11304	371	2	,	,	PUNCT
american_scientific_journal-11304	371	3	the	the	DET
american_scientific_journal-11304	371	4	leverage	leverage	NOUN
american_scientific_journal-11304	371	5	effect	effect	NOUN
american_scientific_journal-11304	371	6	was	be	AUX
american_scientific_journal-11304	371	7	verified	verify	VERB
american_scientific_journal-11304	371	8	,	,	PUNCT
american_scientific_journal-11304	371	9	indicating	indicate	VERB
american_scientific_journal-11304	371	10	that	that	SCONJ
american_scientific_journal-11304	371	11	the	the	DET
american_scientific_journal-11304	371	12	increase	increase	NOUN
american_scientific_journal-11304	371	13	in	in	ADP
american_scientific_journal-11304	371	14	volatility	volatility	NOUN
american_scientific_journal-11304	371	15	is	be	AUX
american_scientific_journal-11304	371	16	greater	great	ADJ
american_scientific_journal-11304	371	17	after	after	ADP
american_scientific_journal-11304	371	18	negative	negative	ADJ
american_scientific_journal-11304	371	19	shocks	shock	NOUN
american_scientific_journal-11304	371	20	than	than	ADP
american_scientific_journal-11304	371	21	after	after	ADP
american_scientific_journal-11304	371	22	positive	positive	ADJ
american_scientific_journal-11304	371	23	shocks	shock	NOUN
american_scientific_journal-11304	371	24	,	,	PUNCT
american_scientific_journal-11304	371	25	of	of	ADP
american_scientific_journal-11304	371	26	the	the	DET
american_scientific_journal-11304	371	27	same	same	ADJ
american_scientific_journal-11304	371	28	intensity	intensity	NOUN
american_scientific_journal-11304	371	29	in	in	ADP
american_scientific_journal-11304	371	30	the	the	DET
american_scientific_journal-11304	371	31	returns	return	NOUN
american_scientific_journal-11304	371	32	on	on	ADP
american_scientific_journal-11304	371	33	the	the	DET
american_scientific_journal-11304	371	34	metical	metical	ADJ
american_scientific_journal-11304	371	35	/	/	SYM
american_scientific_journal-11304	371	36	dollar	dollar	NOUN
american_scientific_journal-11304	371	37	exchange	exchange	NOUN
american_scientific_journal-11304	371	38	rate	rate	NOUN
american_scientific_journal-11304	371	39	.	.	PUNCT
american_scientific_journal-11304	372	1	these	these	DET
american_scientific_journal-11304	372	2	results	result	NOUN
american_scientific_journal-11304	372	3	enable	enable	VERB
american_scientific_journal-11304	372	4	the	the	DET
american_scientific_journal-11304	372	5	market	market	NOUN
american_scientific_journal-11304	372	6	to	to	PART
american_scientific_journal-11304	372	7	recognize	recognize	VERB
american_scientific_journal-11304	372	8	that	that	DET
american_scientific_journal-11304	372	9	bad	bad	ADJ
american_scientific_journal-11304	372	10	news	news	NOUN
american_scientific_journal-11304	372	11	,	,	PUNCT
american_scientific_journal-11304	372	12	originating	originate	VERB
american_scientific_journal-11304	372	13	from	from	ADP
american_scientific_journal-11304	372	14	the	the	DET
american_scientific_journal-11304	372	15	domestic	domestic	ADJ
american_scientific_journal-11304	372	16	or	or	CCONJ
american_scientific_journal-11304	372	17	international	international	ADJ
american_scientific_journal-11304	372	18	economy	economy	NOUN
american_scientific_journal-11304	372	19	,	,	PUNCT
american_scientific_journal-11304	372	20	tends	tend	VERB
american_scientific_journal-11304	372	21	to	to	PART
american_scientific_journal-11304	372	22	have	have	VERB
american_scientific_journal-11304	372	23	more	more	ADV
american_scientific_journal-11304	372	24	significant	significant	ADJ
american_scientific_journal-11304	372	25	effects	effect	NOUN
american_scientific_journal-11304	372	26	than	than	ADP
american_scientific_journal-11304	372	27	good	good	ADJ
american_scientific_journal-11304	372	28	news	news	NOUN
american_scientific_journal-11304	372	29	;	;	PUNCT
american_scientific_journal-11304	372	30	v.	v.	CCONJ
american_scientific_journal-11304	372	31	still	still	ADV
american_scientific_journal-11304	372	32	in	in	ADP
american_scientific_journal-11304	372	33	relation	relation	NOUN
american_scientific_journal-11304	372	34	to	to	ADP
american_scientific_journal-11304	372	35	the	the	DET
american_scientific_journal-11304	372	36	metical	metical	ADJ
american_scientific_journal-11304	372	37	/	/	SYM
american_scientific_journal-11304	372	38	dollar	dollar	NOUN
american_scientific_journal-11304	372	39	exchange	exchange	NOUN
american_scientific_journal-11304	372	40	rate	rate	NOUN
american_scientific_journal-11304	372	41	,	,	PUNCT
american_scientific_journal-11304	372	42	in	in	ADP
american_scientific_journal-11304	372	43	addition	addition	NOUN
american_scientific_journal-11304	372	44	to	to	ADP
american_scientific_journal-11304	372	45	the	the	DET
american_scientific_journal-11304	372	46	asymmetry	asymmetry	NOUN
american_scientific_journal-11304	372	47	recorded	record	VERB
american_scientific_journal-11304	372	48	,	,	PUNCT
american_scientific_journal-11304	372	49	there	there	PRON
american_scientific_journal-11304	372	50	is	be	VERB
american_scientific_journal-11304	372	51	a	a	DET
american_scientific_journal-11304	372	52	strong	strong	ADJ
american_scientific_journal-11304	372	53	persistence	persistence	NOUN
american_scientific_journal-11304	372	54	of	of	ADP
american_scientific_journal-11304	372	55	shocks	shock	NOUN
american_scientific_journal-11304	372	56	in	in	ADP
american_scientific_journal-11304	372	57	volatility	volatility	NOUN
american_scientific_journal-11304	372	58	,	,	PUNCT
american_scientific_journal-11304	372	59	indicating	indicate	VERB
american_scientific_journal-11304	372	60	that	that	SCONJ
american_scientific_journal-11304	372	61	such	such	ADJ
american_scientific_journal-11304	372	62	shocks	shock	NOUN
american_scientific_journal-11304	372	63	may	may	AUX
american_scientific_journal-11304	372	64	take	take	VERB
american_scientific_journal-11304	372	65	several	several	ADJ
american_scientific_journal-11304	372	66	periods	period	NOUN
american_scientific_journal-11304	372	67	to	to	PART
american_scientific_journal-11304	372	68	dissipate	dissipate	VERB
american_scientific_journal-11304	372	69	;	;	PUNCT
american_scientific_journal-11304	372	70	vi	vi	X
american_scientific_journal-11304	372	71	.	.	PUNCT
american_scientific_journal-11304	372	72	forecasts	forecast	NOUN
american_scientific_journal-11304	372	73	of	of	ADP
american_scientific_journal-11304	372	74	exchange	exchange	NOUN
american_scientific_journal-11304	372	75	rate	rate	NOUN
american_scientific_journal-11304	372	76	volatility	volatility	NOUN
american_scientific_journal-11304	372	77	analysed	analyse	VERB
american_scientific_journal-11304	372	78	in	in	ADP
american_scientific_journal-11304	372	79	this	this	DET
american_scientific_journal-11304	372	80	study	study	NOUN
american_scientific_journal-11304	372	81	point	point	NOUN
american_scientific_journal-11304	372	82	to	to	ADP
american_scientific_journal-11304	372	83	slightly	slightly	ADV
american_scientific_journal-11304	372	84	low	low	ADJ
american_scientific_journal-11304	372	85	values	value	NOUN
american_scientific_journal-11304	372	86	for	for	ADP
american_scientific_journal-11304	372	87	the	the	DET
american_scientific_journal-11304	372	88	year	year	NOUN
american_scientific_journal-11304	372	89	2021	2021	NUM
american_scientific_journal-11304	372	90	,	,	PUNCT
american_scientific_journal-11304	372	91	which	which	PRON
american_scientific_journal-11304	372	92	suggests	suggest	VERB
american_scientific_journal-11304	372	93	that	that	SCONJ
american_scientific_journal-11304	372	94	there	there	PRON
american_scientific_journal-11304	372	95	will	will	AUX
american_scientific_journal-11304	372	96	not	not	PART
american_scientific_journal-11304	372	97	be	be	AUX
american_scientific_journal-11304	372	98	major	major	ADJ
american_scientific_journal-11304	372	99	fluctuations	fluctuation	NOUN
american_scientific_journal-11304	372	100	in	in	ADP
american_scientific_journal-11304	372	101	the	the	DET
american_scientific_journal-11304	372	102	short	short	ADJ
american_scientific_journal-11304	372	103	term	term	NOUN
american_scientific_journal-11304	372	104	.	.	PUNCT
american_scientific_journal-11304	373	1	8	8	X
american_scientific_journal-11304	373	2	.	.	PUNCT
american_scientific_journal-11304	373	3	recommendations	recommendation	NOUN
american_scientific_journal-11304	373	4	for	for	ADP
american_scientific_journal-11304	373	5	future	future	ADJ
american_scientific_journal-11304	373	6	studies	study	NOUN
american_scientific_journal-11304	373	7	related	relate	VERB
american_scientific_journal-11304	373	8	to	to	AUX
american_scientific_journal-11304	373	9	exchange	exchange	NOUN
american_scientific_journal-11304	373	10	rate	rate	NOUN
american_scientific_journal-11304	373	11	volatility	volatility	NOUN
american_scientific_journal-11304	373	12	,	,	PUNCT
american_scientific_journal-11304	373	13	it	it	PRON
american_scientific_journal-11304	373	14	is	be	AUX
american_scientific_journal-11304	373	15	recommended	recommend	VERB
american_scientific_journal-11304	373	16	to	to	PART
american_scientific_journal-11304	373	17	use	use	VERB
american_scientific_journal-11304	373	18	multivariate	multivariate	NOUN
american_scientific_journal-11304	373	19	garch	garch	NOUN
american_scientific_journal-11304	373	20	models	model	NOUN
american_scientific_journal-11304	373	21	to	to	PART
american_scientific_journal-11304	373	22	ensure	ensure	VERB
american_scientific_journal-11304	373	23	greater	great	ADJ
american_scientific_journal-11304	373	24	accuracy	accuracy	NOUN
american_scientific_journal-11304	373	25	in	in	ADP
american_scientific_journal-11304	373	26	forecasts	forecast	NOUN
american_scientific_journal-11304	373	27	,	,	PUNCT
american_scientific_journal-11304	373	28	considering	consider	VERB
american_scientific_journal-11304	373	29	that	that	SCONJ
american_scientific_journal-11304	373	30	multivariate	multivariate	NOUN
american_scientific_journal-11304	373	31	models	model	NOUN
american_scientific_journal-11304	373	32	in	in	ADP
american_scientific_journal-11304	373	33	time	time	NOUN
american_scientific_journal-11304	373	34	series	series	PROPN
american_scientific_journal-11304	373	35	tend	tend	VERB
american_scientific_journal-11304	373	36	to	to	PART
american_scientific_journal-11304	373	37	achieve	achieve	VERB
american_scientific_journal-11304	373	38	better	well	ADJ
american_scientific_journal-11304	373	39	results	result	NOUN
american_scientific_journal-11304	373	40	.	.	PUNCT
american_scientific_journal-11304	374	1	9	9	X
american_scientific_journal-11304	374	2	.	.	X
american_scientific_journal-11304	374	3	study	study	NOUN
american_scientific_journal-11304	374	4	limitations	limitation	NOUN
american_scientific_journal-11304	374	5	the	the	DET
american_scientific_journal-11304	374	6	main	main	ADJ
american_scientific_journal-11304	374	7	limitations	limitation	NOUN
american_scientific_journal-11304	374	8	encountered	encounter	VERB
american_scientific_journal-11304	374	9	during	during	ADP
american_scientific_journal-11304	374	10	the	the	DET
american_scientific_journal-11304	374	11	conduct	conduct	NOUN
american_scientific_journal-11304	374	12	of	of	ADP
american_scientific_journal-11304	374	13	this	this	DET
american_scientific_journal-11304	374	14	study	study	NOUN
american_scientific_journal-11304	374	15	were	be	AUX
american_scientific_journal-11304	374	16	:	:	PUNCT
american_scientific_journal-11304	374	17	i.	i.	NOUN
american_scientific_journal-11304	374	18	lack	lack	NOUN
american_scientific_journal-11304	374	19	of	of	ADP
american_scientific_journal-11304	374	20	specific	specific	ADJ
american_scientific_journal-11304	374	21	bibliographic	bibliographic	ADJ
american_scientific_journal-11304	374	22	material	material	NOUN
american_scientific_journal-11304	374	23	:	:	PUNCT
american_scientific_journal-11304	375	1	the	the	DET
american_scientific_journal-11304	375	2	literature	literature	NOUN
american_scientific_journal-11304	375	3	on	on	ADP
american_scientific_journal-11304	375	4	exchange	exchange	NOUN
american_scientific_journal-11304	375	5	rate	rate	NOUN
american_scientific_journal-11304	375	6	volatility	volatility	NOUN
american_scientific_journal-11304	375	7	in	in	ADP
american_scientific_journal-11304	375	8	emerging	emerge	VERB
american_scientific_journal-11304	375	9	economies	economy	NOUN
american_scientific_journal-11304	375	10	,	,	PUNCT
american_scientific_journal-11304	375	11	such	such	ADJ
american_scientific_journal-11304	375	12	as	as	ADP
american_scientific_journal-11304	375	13	mozambique	mozambique	NOUN
american_scientific_journal-11304	375	14	,	,	PUNCT
american_scientific_journal-11304	375	15	is	be	AUX
american_scientific_journal-11304	375	16	limited	limited	ADJ
american_scientific_journal-11304	375	17	.	.	PUNCT
american_scientific_journal-11304	376	1	the	the	DET
american_scientific_journal-11304	376	2	scarcity	scarcity	NOUN
american_scientific_journal-11304	376	3	of	of	ADP
american_scientific_journal-11304	376	4	studies	study	NOUN
american_scientific_journal-11304	376	5	on	on	ADP
american_scientific_journal-11304	376	6	the	the	DET
american_scientific_journal-11304	376	7	behavior	behavior	NOUN
american_scientific_journal-11304	376	8	of	of	ADP
american_scientific_journal-11304	376	9	the	the	DET
american_scientific_journal-11304	376	10	metical	metical	ADJ
american_scientific_journal-11304	376	11	/	/	SYM
american_scientific_journal-11304	376	12	dollar	dollar	NOUN
american_scientific_journal-11304	376	13	and	and	CCONJ
american_scientific_journal-11304	376	14	metical	metical	ADJ
american_scientific_journal-11304	376	15	/	/	SYM
american_scientific_journal-11304	376	16	rand	rand	NOUN
american_scientific_journal-11304	376	17	exchange	exchange	NOUN
american_scientific_journal-11304	376	18	rates	rate	NOUN
american_scientific_journal-11304	376	19	made	make	VERB
american_scientific_journal-11304	376	20	it	it	PRON
american_scientific_journal-11304	376	21	difficult	difficult	ADJ
american_scientific_journal-11304	376	22	to	to	PART
american_scientific_journal-11304	376	23	contextualize	contextualize	VERB
american_scientific_journal-11304	376	24	the	the	DET
american_scientific_journal-11304	376	25	results	result	NOUN
american_scientific_journal-11304	376	26	obtained	obtain	VERB
american_scientific_journal-11304	376	27	,	,	PUNCT
american_scientific_journal-11304	376	28	as	as	ADV
american_scientific_journal-11304	376	29	well	well	ADV
american_scientific_journal-11304	376	30	as	as	ADP
american_scientific_journal-11304	376	31	to	to	PART
american_scientific_journal-11304	376	32	compare	compare	VERB
american_scientific_journal-11304	376	33	them	they	PRON
american_scientific_journal-11304	376	34	with	with	ADP
american_scientific_journal-11304	376	35	other	other	ADJ
american_scientific_journal-11304	376	36	economies	economy	NOUN
american_scientific_journal-11304	376	37	with	with	ADP
american_scientific_journal-11304	376	38	similar	similar	ADJ
american_scientific_journal-11304	376	39	characteristics	characteristic	NOUN
american_scientific_journal-11304	376	40	.	.	PUNCT
american_scientific_journal-11304	377	1	this	this	DET
american_scientific_journal-11304	377	2	gap	gap	NOUN
american_scientific_journal-11304	377	3	in	in	ADP
american_scientific_journal-11304	377	4	specialized	specialized	ADJ
american_scientific_journal-11304	377	5	literature	literature	NOUN
american_scientific_journal-11304	377	6	sources	source	NOUN
american_scientific_journal-11304	377	7	prevented	prevent	VERB
american_scientific_journal-11304	377	8	a	a	DET
american_scientific_journal-11304	377	9	more	more	ADJ
american_scientific_journal-11304	377	10	in	in	ADP
american_scientific_journal-11304	377	11	-	-	PUNCT
american_scientific_journal-11304	377	12	depth	depth	NOUN
american_scientific_journal-11304	377	13	analysis	analysis	NOUN
american_scientific_journal-11304	377	14	of	of	ADP
american_scientific_journal-11304	377	15	the	the	DET
american_scientific_journal-11304	377	16	underlying	underlying	ADJ
american_scientific_journal-11304	377	17	variables	variable	NOUN
american_scientific_journal-11304	377	18	and	and	CCONJ
american_scientific_journal-11304	377	19	their	their	PRON
american_scientific_journal-11304	377	20	long	long	ADJ
american_scientific_journal-11304	377	21	-	-	PUNCT
american_scientific_journal-11304	377	22	term	term	NOUN
american_scientific_journal-11304	377	23	effects	effect	NOUN
american_scientific_journal-11304	377	24	.	.	PUNCT
american_scientific_journal-11304	378	1	american	american	ADJ
american_scientific_journal-11304	378	2	academic	academic	ADJ
american_scientific_journal-11304	378	3	scientific	scientific	ADJ
american_scientific_journal-11304	378	4	research	research	NOUN
american_scientific_journal-11304	378	5	journal	journal	NOUN
american_scientific_journal-11304	378	6	for	for	ADP
american_scientific_journal-11304	378	7	engineering	engineering	NOUN
american_scientific_journal-11304	378	8	,	,	PUNCT
american_scientific_journal-11304	378	9	technology	technology	NOUN
american_scientific_journal-11304	378	10	,	,	PUNCT
american_scientific_journal-11304	378	11	and	and	CCONJ
american_scientific_journal-11304	378	12	sciences	science	NOUN
american_scientific_journal-11304	378	13	(	(	PUNCT
american_scientific_journal-11304	378	14	asrjets	asrjet	NOUN
american_scientific_journal-11304	378	15	)	)	PUNCT
american_scientific_journal-11304	378	16	volume	volume	NOUN
american_scientific_journal-11304	378	17	101	101	NUM
american_scientific_journal-11304	378	18	,	,	PUNCT
american_scientific_journal-11304	378	19	no	no	DET
american_scientific_journal-11304	378	20	1	1	NUM
american_scientific_journal-11304	378	21	,	,	PUNCT
american_scientific_journal-11304	378	22	pp	pp	ADV
american_scientific_journal-11304	378	23	43	43	NUM
american_scientific_journal-11304	378	24	-	-	SYM
american_scientific_journal-11304	378	25	70	70	NUM
american_scientific_journal-11304	378	26	69	69	NUM
american_scientific_journal-11304	378	27	ii	ii	NOUN
american_scientific_journal-11304	378	28	.	.	PUNCT
american_scientific_journal-11304	379	1	insufficient	insufficient	ADJ
american_scientific_journal-11304	379	2	similar	similar	ADJ
american_scientific_journal-11304	379	3	studies	study	NOUN
american_scientific_journal-11304	379	4	in	in	ADP
american_scientific_journal-11304	379	5	mozambique	mozambique	PROPN
american_scientific_journal-11304	379	6	:	:	PUNCT
american_scientific_journal-11304	379	7	the	the	DET
american_scientific_journal-11304	379	8	absence	absence	NOUN
american_scientific_journal-11304	379	9	of	of	ADP
american_scientific_journal-11304	379	10	comparable	comparable	ADJ
american_scientific_journal-11304	379	11	studies	study	NOUN
american_scientific_journal-11304	379	12	focused	focus	VERB
american_scientific_journal-11304	379	13	on	on	ADP
american_scientific_journal-11304	379	14	exchange	exchange	NOUN
american_scientific_journal-11304	379	15	rate	rate	NOUN
american_scientific_journal-11304	379	16	volatility	volatility	NOUN
american_scientific_journal-11304	379	17	in	in	ADP
american_scientific_journal-11304	379	18	mozambique	mozambique	PROPN
american_scientific_journal-11304	379	19	posed	pose	VERB
american_scientific_journal-11304	379	20	a	a	DET
american_scientific_journal-11304	379	21	significant	significant	ADJ
american_scientific_journal-11304	379	22	challenge	challenge	NOUN
american_scientific_journal-11304	379	23	for	for	ADP
american_scientific_journal-11304	379	24	validating	validate	VERB
american_scientific_journal-11304	379	25	the	the	DET
american_scientific_journal-11304	379	26	results	result	NOUN
american_scientific_journal-11304	379	27	.	.	PUNCT
american_scientific_journal-11304	380	1	there	there	PRON
american_scientific_journal-11304	380	2	was	be	VERB
american_scientific_journal-11304	380	3	no	no	DET
american_scientific_journal-11304	380	4	robust	robust	ADJ
american_scientific_journal-11304	380	5	database	database	NOUN
american_scientific_journal-11304	380	6	or	or	CCONJ
american_scientific_journal-11304	380	7	comparative	comparative	ADJ
american_scientific_journal-11304	380	8	analysis	analysis	NOUN
american_scientific_journal-11304	380	9	on	on	ADP
american_scientific_journal-11304	380	10	the	the	DET
american_scientific_journal-11304	380	11	metical	metical	ADJ
american_scientific_journal-11304	380	12	/	/	SYM
american_scientific_journal-11304	380	13	rand	rand	NOUN
american_scientific_journal-11304	380	14	exchange	exchange	NOUN
american_scientific_journal-11304	380	15	rate	rate	NOUN
american_scientific_journal-11304	380	16	,	,	PUNCT
american_scientific_journal-11304	380	17	making	make	VERB
american_scientific_journal-11304	380	18	it	it	PRON
american_scientific_journal-11304	380	19	difficult	difficult	ADJ
american_scientific_journal-11304	380	20	to	to	PART
american_scientific_journal-11304	380	21	directly	directly	ADV
american_scientific_journal-11304	380	22	compare	compare	VERB
american_scientific_journal-11304	380	23	with	with	ADP
american_scientific_journal-11304	380	24	other	other	ADJ
american_scientific_journal-11304	380	25	economies	economy	NOUN
american_scientific_journal-11304	380	26	in	in	ADP
american_scientific_journal-11304	380	27	the	the	DET
american_scientific_journal-11304	380	28	region	region	NOUN
american_scientific_journal-11304	380	29	.	.	PUNCT
american_scientific_journal-11304	381	1	this	this	DET
american_scientific_journal-11304	381	2	factor	factor	NOUN
american_scientific_journal-11304	381	3	limited	limit	VERB
american_scientific_journal-11304	381	4	the	the	DET
american_scientific_journal-11304	381	5	ability	ability	NOUN
american_scientific_journal-11304	381	6	to	to	PART
american_scientific_journal-11304	381	7	extrapolate	extrapolate	VERB
american_scientific_journal-11304	381	8	the	the	DET
american_scientific_journal-11304	381	9	results	result	NOUN
american_scientific_journal-11304	381	10	to	to	ADP
american_scientific_journal-11304	381	11	other	other	ADJ
american_scientific_journal-11304	381	12	similar	similar	ADJ
american_scientific_journal-11304	381	13	economic	economic	ADJ
american_scientific_journal-11304	381	14	realities	reality	NOUN
american_scientific_journal-11304	381	15	and	and	CCONJ
american_scientific_journal-11304	381	16	restricted	restrict	VERB
american_scientific_journal-11304	381	17	the	the	DET
american_scientific_journal-11304	381	18	practical	practical	ADJ
american_scientific_journal-11304	381	19	application	application	NOUN
american_scientific_journal-11304	381	20	of	of	ADP
american_scientific_journal-11304	381	21	the	the	DET
american_scientific_journal-11304	381	22	results	result	NOUN
american_scientific_journal-11304	381	23	in	in	ADP
american_scientific_journal-11304	381	24	local	local	ADJ
american_scientific_journal-11304	381	25	exchange	exchange	NOUN
american_scientific_journal-11304	381	26	rate	rate	NOUN
american_scientific_journal-11304	381	27	policies	policy	NOUN
american_scientific_journal-11304	381	28	.	.	PUNCT
american_scientific_journal-11304	382	1	bibliography	bibliography	NOUN
american_scientific_journal-11304	383	1	[	[	X
american_scientific_journal-11304	383	2	1	1	NUM
american_scientific_journal-11304	383	3	]	]	X
american_scientific_journal-11304	383	4	banco	banco	X
american_scientific_journal-11304	383	5	de	de	X
american_scientific_journal-11304	383	6	moçambique	moçambique	X
american_scientific_journal-11304	383	7	(	(	PUNCT
american_scientific_journal-11304	383	8	2015).relatório	2015).relatório	NUM
american_scientific_journal-11304	383	9	anual	anual	NOUN
american_scientific_journal-11304	383	10	.	.	PUNCT
american_scientific_journal-11304	384	1	maputo	maputo	NOUN
american_scientific_journal-11304	384	2	,	,	PUNCT
american_scientific_journal-11304	384	3	moçambique	moçambique	NOUN
american_scientific_journal-11304	384	4	.	.	PUNCT
american_scientific_journal-11304	385	1	[	[	X
american_scientific_journal-11304	385	2	2	2	NUM
american_scientific_journal-11304	385	3	]	]	X
american_scientific_journal-11304	385	4	banco	banco	X
american_scientific_journal-11304	385	5	de	de	X
american_scientific_journal-11304	385	6	moçambique	moçambique	X
american_scientific_journal-11304	385	7	(	(	PUNCT
american_scientific_journal-11304	385	8	2016).relatório	2016).relatório	PROPN
american_scientific_journal-11304	385	9	anual	anual	PROPN
american_scientific_journal-11304	385	10	.	.	PUNCT
american_scientific_journal-11304	386	1	maputo	maputo	NOUN
american_scientific_journal-11304	386	2	,	,	PUNCT
american_scientific_journal-11304	386	3	moçambique	moçambique	NOUN
american_scientific_journal-11304	386	4	.	.	PUNCT
american_scientific_journal-11304	387	1	[	[	X
american_scientific_journal-11304	387	2	3	3	NUM
american_scientific_journal-11304	387	3	]	]	X
american_scientific_journal-11304	387	4	brooks	brooks	PROPN
american_scientific_journal-11304	387	5	,	,	PUNCT
american_scientific_journal-11304	387	6	c.	c.	PROPN
american_scientific_journal-11304	387	7	(	(	PUNCT
american_scientific_journal-11304	387	8	2008	2008	NUM
american_scientific_journal-11304	387	9	)	)	PUNCT
american_scientific_journal-11304	387	10	.	.	PUNCT
american_scientific_journal-11304	388	1	introductory	introductory	ADJ
american_scientific_journal-11304	388	2	econometrics	econometric	NOUN
american_scientific_journal-11304	388	3	for	for	ADP
american_scientific_journal-11304	388	4	finance	finance	NOUN
american_scientific_journal-11304	388	5	.	.	PUNCT
american_scientific_journal-11304	389	1	2nd	2nd	PROPN
american_scientific_journal-11304	389	2	edition	edition	PROPN
american_scientific_journal-11304	389	3	.	.	PUNCT
american_scientific_journal-11304	390	1	cambridge	cambridge	PROPN
american_scientific_journal-11304	390	2	.	.	PUNCT
american_scientific_journal-11304	391	1	[	[	X
american_scientific_journal-11304	391	2	4	4	NUM
american_scientific_journal-11304	391	3	]	]	PUNCT
american_scientific_journal-11304	391	4	bunjaku	bunjaku	NOUN
american_scientific_journal-11304	391	5	,	,	PUNCT
american_scientific_journal-11304	391	6	b.	b.	PROPN
american_scientific_journal-11304	391	7	,	,	PUNCT
american_scientific_journal-11304	391	8	&	&	CCONJ
american_scientific_journal-11304	391	9	nãsholm	nãsholm	NOUN
american_scientific_journal-11304	391	10	,	,	PUNCT
american_scientific_journal-11304	391	11	a.	a.	NOUN
american_scientific_journal-11304	391	12	(	(	PUNCT
american_scientific_journal-11304	391	13	2010	2010	NUM
american_scientific_journal-11304	391	14	)	)	PUNCT
american_scientific_journal-11304	391	15	.	.	PUNCT
american_scientific_journal-11304	392	1	forecasting	forecast	VERB
american_scientific_journal-11304	392	2	volatility	volatility	NOUN
american_scientific_journal-11304	392	3	a	a	DET
american_scientific_journal-11304	392	4	comparison	comparison	NOUN
american_scientific_journal-11304	392	5	study	study	NOUN
american_scientific_journal-11304	392	6	of	of	ADP
american_scientific_journal-11304	392	7	model	model	NOUN
american_scientific_journal-11304	392	8	based	base	VERB
american_scientific_journal-11304	392	9	forecasts	forecast	NOUN
american_scientific_journal-11304	392	10	and	and	CCONJ
american_scientific_journal-11304	392	11	implied	imply	VERB
american_scientific_journal-11304	392	12	volatility	volatility	NOUN
american_scientific_journal-11304	392	13	.	.	PUNCT
american_scientific_journal-11304	393	1	master	master	NOUN
american_scientific_journal-11304	393	2	thesis	thesis	NOUN
american_scientific_journal-11304	393	3	.	.	PUNCT
american_scientific_journal-11304	394	1	[	[	X
american_scientific_journal-11304	394	2	5	5	NUM
american_scientific_journal-11304	394	3	]	]	X
american_scientific_journal-11304	394	4	bollerslev	bollerslev	NOUN
american_scientific_journal-11304	394	5	,	,	PUNCT
american_scientific_journal-11304	394	6	t.	t.	PROPN
american_scientific_journal-11304	394	7	p.	p.	PROPN
american_scientific_journal-11304	394	8	(	(	PUNCT
american_scientific_journal-11304	394	9	1986	1986	NUM
american_scientific_journal-11304	394	10	)	)	PUNCT
american_scientific_journal-11304	394	11	.	.	PUNCT
american_scientific_journal-11304	395	1	generalized	generalize	VERB
american_scientific_journal-11304	395	2	autoregressive	autoregressive	ADJ
american_scientific_journal-11304	395	3	conditional	conditional	ADJ
american_scientific_journal-11304	395	4	heteroskedasticity	heteroskedasticity	NOUN
american_scientific_journal-11304	395	5	.	.	PUNCT
american_scientific_journal-11304	396	1	journal	journal	PROPN
american_scientific_journal-11304	396	2	of	of	ADP
american_scientific_journal-11304	396	3	econometrics	econometric	NOUN
american_scientific_journal-11304	396	4	,	,	PUNCT
american_scientific_journal-11304	396	5	31	31	NUM
american_scientific_journal-11304	396	6	(	(	PUNCT
american_scientific_journal-11304	396	7	3	3	NUM
american_scientific_journal-11304	396	8	)	)	PUNCT
american_scientific_journal-11304	396	9	,	,	PUNCT
american_scientific_journal-11304	396	10	307	307	NUM
american_scientific_journal-11304	396	11	–	–	SYM
american_scientific_journal-11304	396	12	327	327	NUM
american_scientific_journal-11304	396	13	.	.	PUNCT
american_scientific_journal-11304	397	1	[	[	X
american_scientific_journal-11304	397	2	6	6	NUM
american_scientific_journal-11304	397	3	]	]	X
american_scientific_journal-11304	397	4	costa	costa	PROPN
american_scientific_journal-11304	397	5	,	,	PUNCT
american_scientific_journal-11304	397	6	p.	p.	PROPN
american_scientific_journal-11304	397	7	,	,	PUNCT
american_scientific_journal-11304	397	8	couto	couto	PROPN
american_scientific_journal-11304	397	9	,	,	PUNCT
american_scientific_journal-11304	397	10	g.	g.	PROPN
american_scientific_journal-11304	397	11	&	&	CCONJ
american_scientific_journal-11304	397	12	martins	martins	PROPN
american_scientific_journal-11304	397	13	,	,	PUNCT
american_scientific_journal-11304	397	14	g.	g.	PROPN
american_scientific_journal-11304	397	15	(	(	PUNCT
american_scientific_journal-11304	397	16	2003	2003	NUM
american_scientific_journal-11304	397	17	)	)	PUNCT
american_scientific_journal-11304	397	18	.	.	PUNCT
american_scientific_journal-11304	398	1	análise	análise	PROPN
american_scientific_journal-11304	398	2	da	da	PROPN
american_scientific_journal-11304	398	3	volatilidade	volatilidade	PROPN
american_scientific_journal-11304	398	4	do	do	AUX
american_scientific_journal-11304	398	5	premio	premio	PROPN
american_scientific_journal-11304	398	6	de	de	PROPN
american_scientific_journal-11304	398	7	risco	risco	PROPN
american_scientific_journal-11304	398	8	do	do	AUX
american_scientific_journal-11304	398	9	mercado	mercado	PROPN
american_scientific_journal-11304	398	10	de	de	X
american_scientific_journal-11304	398	11	capitais	capitais	PROPN
american_scientific_journal-11304	398	12	.	.	PUNCT
american_scientific_journal-11304	399	1	português	português	PROPN
american_scientific_journal-11304	399	2	.	.	PUNCT
american_scientific_journal-11304	400	1	36pp	36pp	NUM
american_scientific_journal-11304	400	2	.	.	PUNCT
american_scientific_journal-11304	401	1	2ª	2ª	PROPN
american_scientific_journal-11304	401	2	versão	versão	NOUN
american_scientific_journal-11304	401	3	.	.	PUNCT
american_scientific_journal-11304	402	1	iseg	iseg	PROPN
american_scientific_journal-11304	402	2	/	/	SYM
american_scientific_journal-11304	402	3	utl	utl	PROPN
american_scientific_journal-11304	402	4	[	[	X
american_scientific_journal-11304	402	5	7	7	NUM
american_scientific_journal-11304	402	6	]	]	X
american_scientific_journal-11304	402	7	engle	engle	PROPN
american_scientific_journal-11304	402	8	,	,	PUNCT
american_scientific_journal-11304	402	9	r.f	r.f	PROPN
american_scientific_journal-11304	402	10	.	.	PROPN
american_scientific_journal-11304	402	11	(	(	PUNCT
american_scientific_journal-11304	402	12	1982	1982	NUM
american_scientific_journal-11304	402	13	)	)	PUNCT
american_scientific_journal-11304	402	14	.	.	PUNCT
american_scientific_journal-11304	403	1	autoregressive	autoregressive	ADJ
american_scientific_journal-11304	403	2	conditional	conditional	ADJ
american_scientific_journal-11304	403	3	heteroskedasticity	heteroskedasticity	NOUN
american_scientific_journal-11304	403	4	with	with	ADP
american_scientific_journal-11304	403	5	estimates	estimate	NOUN
american_scientific_journal-11304	403	6	of	of	ADP
american_scientific_journal-11304	403	7	the	the	DET
american_scientific_journal-11304	403	8	variance	variance	NOUN
american_scientific_journal-11304	403	9	of	of	ADP
american_scientific_journal-11304	403	10	the	the	DET
american_scientific_journal-11304	403	11	united	united	PROPN
american_scientific_journal-11304	403	12	kingdom	kingdom	PROPN
american_scientific_journal-11304	403	13	inflation	inflation	NOUN
american_scientific_journal-11304	403	14	;	;	PUNCT
american_scientific_journal-11304	403	15	econometric	econometric	ADJ
american_scientific_journal-11304	403	16	,	,	PUNCT
american_scientific_journal-11304	403	17	50	50	NUM
american_scientific_journal-11304	403	18	.	.	PUNCT
american_scientific_journal-11304	404	1	pp	pp	ADV
american_scientific_journal-11304	404	2	987	987	NUM
american_scientific_journal-11304	404	3	-	-	SYM
american_scientific_journal-11304	404	4	1006	1006	NUM
american_scientific_journal-11304	404	5	.	.	PUNCT
american_scientific_journal-11304	405	1	[	[	X
american_scientific_journal-11304	405	2	8	8	NUM
american_scientific_journal-11304	405	3	]	]	X
american_scientific_journal-11304	405	4	francq	francq	NOUN
american_scientific_journal-11304	405	5	,	,	PUNCT
american_scientific_journal-11304	405	6	c	c	PROPN
american_scientific_journal-11304	405	7	&	&	CCONJ
american_scientific_journal-11304	405	8	zakoian	zakoian	PROPN
american_scientific_journal-11304	405	9	,	,	PUNCT
american_scientific_journal-11304	405	10	j.m	j.m	PROPN
american_scientific_journal-11304	405	11	(	(	PUNCT
american_scientific_journal-11304	405	12	2010	2010	NUM
american_scientific_journal-11304	405	13	)	)	PUNCT
american_scientific_journal-11304	405	14	.	.	PUNCT
american_scientific_journal-11304	406	1	inconsistency	inconsistency	NOUN
american_scientific_journal-11304	406	2	of	of	ADP
american_scientific_journal-11304	406	3	the	the	DET
american_scientific_journal-11304	406	4	mle	mle	PROPN
american_scientific_journal-11304	406	5	and	and	CCONJ
american_scientific_journal-11304	406	6	inference	inference	NOUN
american_scientific_journal-11304	406	7	based	base	VERB
american_scientific_journal-11304	406	8	on	on	ADP
american_scientific_journal-11304	406	9	weighted	weight	VERB
american_scientific_journal-11304	406	10	ls	ls	PROPN
american_scientific_journal-11304	406	11	for	for	ADP
american_scientific_journal-11304	406	12	larch	larch	NOUN
american_scientific_journal-11304	406	13	.	.	PUNCT
american_scientific_journal-11304	407	1	models	model	NOUN
american_scientific_journal-11304	407	2	.	.	PUNCT
american_scientific_journal-11304	407	3	"	"	PUNCT
american_scientific_journal-11304	408	1	journal	journal	NOUN
american_scientific_journal-11304	408	2	of	of	ADP
american_scientific_journal-11304	408	3	econometrics	econometrics	PROPN
american_scientific_journal-11304	408	4	159.1	159.1	NUM
american_scientific_journal-11304	408	5	(	(	PUNCT
american_scientific_journal-11304	408	6	2010	2010	NUM
american_scientific_journal-11304	408	7	):	):	PUNCT
american_scientific_journal-11304	408	8	151	151	NUM
american_scientific_journal-11304	408	9	-	-	SYM
american_scientific_journal-11304	408	10	165	165	NUM
american_scientific_journal-11304	409	1	[	[	X
american_scientific_journal-11304	409	2	9	9	NUM
american_scientific_journal-11304	409	3	]	]	PUNCT
american_scientific_journal-11304	409	4	franses	franse	NOUN
american_scientific_journal-11304	409	5	,	,	PUNCT
american_scientific_journal-11304	409	6	f.h	f.h	PROPN
american_scientific_journal-11304	409	7	&	&	CCONJ
american_scientific_journal-11304	409	8	van	van	PROPN
american_scientific_journal-11304	409	9	dijk	dijk	PROPN
american_scientific_journal-11304	409	10	d.r	d.r	PROPN
american_scientific_journal-11304	409	11	.	.	PROPN
american_scientific_journal-11304	409	12	(	(	PUNCT
american_scientific_journal-11304	409	13	2000	2000	NUM
american_scientific_journal-11304	409	14	)	)	PUNCT
american_scientific_journal-11304	409	15	.	.	PUNCT
american_scientific_journal-11304	410	1	non	non	ADJ
american_scientific_journal-11304	410	2	-	-	ADJ
american_scientific_journal-11304	410	3	linear	linear	ADJ
american_scientific_journal-11304	410	4	time	time	NOUN
american_scientific_journal-11304	410	5	series	series	NOUN
american_scientific_journal-11304	410	6	models	model	NOUN
american_scientific_journal-11304	410	7	in	in	ADP
american_scientific_journal-11304	410	8	empirical	empirical	ADJ
american_scientific_journal-11304	410	9	finances	finance	NOUN
american_scientific_journal-11304	410	10	.	.	PUNCT
american_scientific_journal-11304	411	1	[	[	X
american_scientific_journal-11304	411	2	10	10	NUM
american_scientific_journal-11304	411	3	]	]	X
american_scientific_journal-11304	411	4	gokcan	gokcan	NOUN
american_scientific_journal-11304	411	5	,	,	PUNCT
american_scientific_journal-11304	411	6	s.	s.	PROPN
american_scientific_journal-11304	411	7	(	(	PUNCT
american_scientific_journal-11304	411	8	2000	2000	NUM
american_scientific_journal-11304	411	9	)	)	PUNCT
american_scientific_journal-11304	411	10	.	.	PUNCT
american_scientific_journal-11304	412	1	forecasting	forecast	VERB
american_scientific_journal-11304	412	2	volatility	volatility	NOUN
american_scientific_journal-11304	412	3	of	of	ADP
american_scientific_journal-11304	412	4	emerging	emerge	VERB
american_scientific_journal-11304	412	5	stock	stock	NOUN
american_scientific_journal-11304	412	6	markets	market	NOUN
american_scientific_journal-11304	412	7	:	:	PUNCT
american_scientific_journal-11304	412	8	linear	linear	ADJ
american_scientific_journal-11304	412	9	versus	versus	ADP
american_scientific_journal-11304	412	10	non	non	ADJ
american_scientific_journal-11304	412	11	-	-	ADJ
american_scientific_journal-11304	412	12	linear	linear	ADJ
american_scientific_journal-11304	412	13	.	.	PUNCT
american_scientific_journal-11304	413	1	[	[	X
american_scientific_journal-11304	413	2	11	11	NUM
american_scientific_journal-11304	413	3	]	]	X
american_scientific_journal-11304	413	4	gujarati	gujarati	PROPN
american_scientific_journal-11304	413	5	,	,	PUNCT
american_scientific_journal-11304	413	6	d.n	d.n	PROPN
american_scientific_journal-11304	413	7	(	(	PUNCT
american_scientific_journal-11304	413	8	2006	2006	NUM
american_scientific_journal-11304	413	9	)	)	PUNCT
american_scientific_journal-11304	413	10	.	.	PUNCT
american_scientific_journal-11304	413	11	econometria	econometria	PROPN
american_scientific_journal-11304	413	12	básica	básica	PROPN
american_scientific_journal-11304	413	13	.	.	PUNCT
american_scientific_journal-11304	414	1	4ª	4ª	PROPN
american_scientific_journal-11304	414	2	edição	edição	PROPN
american_scientific_journal-11304	414	3	(	(	PUNCT
american_scientific_journal-11304	414	4	tradução	tradução	NOUN
american_scientific_journal-11304	414	5	)	)	PUNCT
american_scientific_journal-11304	414	6	.	.	PUNCT
american_scientific_journal-11304	415	1	são	são	PROPN
american_scientific_journal-11304	415	2	paulo	paulo	PROPN
american_scientific_journal-11304	415	3	.	.	PUNCT
american_scientific_journal-11304	416	1	editora	editora	PROPN
american_scientific_journal-11304	416	2	campus	campus	NOUN
american_scientific_journal-11304	416	3	.	.	PUNCT
american_scientific_journal-11304	417	1	[	[	X
american_scientific_journal-11304	417	2	12	12	NUM
american_scientific_journal-11304	417	3	]	]	X
american_scientific_journal-11304	417	4	loquiha	loquiha	NOUN
american_scientific_journal-11304	417	5	,	,	PUNCT
american_scientific_journal-11304	417	6	o.	o.	PROPN
american_scientific_journal-11304	417	7	(	(	PUNCT
american_scientific_journal-11304	417	8	2009	2009	NUM
american_scientific_journal-11304	417	9	)	)	PUNCT
american_scientific_journal-11304	417	10	.	.	PUNCT
american_scientific_journal-11304	418	1	modelos	modelos	PROPN
american_scientific_journal-11304	418	2	auto	auto	PROPN
american_scientific_journal-11304	418	3	regressivos	regressivos	PROPN
american_scientific_journal-11304	418	4	de	de	PROPN
american_scientific_journal-11304	418	5	heterocedasticidade	heterocedasticidade	PROPN
american_scientific_journal-11304	418	6	condicional	condicional	PROPN
american_scientific_journal-11304	418	7	uma	uma	PROPN
american_scientific_journal-11304	418	8	aplicação	aplicação	PROPN
american_scientific_journal-11304	418	9	a	a	DET
american_scientific_journal-11304	418	10	análise	análise	PROPN
american_scientific_journal-11304	418	11	de	de	X
american_scientific_journal-11304	418	12	volatilidade	volatilidade	PROPN
american_scientific_journal-11304	418	13	da	da	PROPN
american_scientific_journal-11304	418	14	taxa	taxa	NOUN
american_scientific_journal-11304	418	15	de	de	X
american_scientific_journal-11304	418	16	inflação	inflação	PROPN
american_scientific_journal-11304	418	17	de	de	X
american_scientific_journal-11304	418	18	moçambique	moçambique	PROPN
american_scientific_journal-11304	418	19	no	no	DET
american_scientific_journal-11304	418	20	período	período	NOUN
american_scientific_journal-11304	418	21	de	de	X
american_scientific_journal-11304	418	22	1996-2006.trabalho	1996-2006.trabalho	NUM
american_scientific_journal-11304	418	23	de	de	X
american_scientific_journal-11304	418	24	licenciatura	licenciatura	X
american_scientific_journal-11304	418	25	em	em	PRON
american_scientific_journal-11304	418	26	estatística	estatística	VERB
american_scientific_journal-11304	418	27	na	na	AUX
american_scientific_journal-11304	418	28	uem	uem	PROPN
american_scientific_journal-11304	418	29	.	.	PUNCT
american_scientific_journal-11304	419	1	[	[	X
american_scientific_journal-11304	419	2	13	13	NUM
american_scientific_journal-11304	419	3	]	]	X
american_scientific_journal-11304	419	4	mankiw	mankiw	PROPN
american_scientific_journal-11304	419	5	,	,	PUNCT
american_scientific_journal-11304	419	6	n.g	n.g	PROPN
american_scientific_journal-11304	419	7	,	,	PUNCT
american_scientific_journal-11304	419	8	(	(	PUNCT
american_scientific_journal-11304	419	9	2001	2001	NUM
american_scientific_journal-11304	419	10	)	)	PUNCT
american_scientific_journal-11304	419	11	.	.	PUNCT
american_scientific_journal-11304	420	1	principles	principle	NOUN
american_scientific_journal-11304	420	2	of	of	ADP
american_scientific_journal-11304	420	3	macroeconomics	macroeconomic	NOUN
american_scientific_journal-11304	420	4	,	,	PUNCT
american_scientific_journal-11304	420	5	6a	6a	NOUN
american_scientific_journal-11304	420	6	edition	edition	NOUN
american_scientific_journal-11304	420	7	,	,	PUNCT
american_scientific_journal-11304	420	8	amazon	amazon	NOUN
american_scientific_journal-11304	420	9	.	.	PUNCT
american_scientific_journal-11304	421	1	[	[	X
american_scientific_journal-11304	421	2	14	14	NUM
american_scientific_journal-11304	421	3	]	]	X
american_scientific_journal-11304	421	4	mishkin	mishkin	PROPN
american_scientific_journal-11304	421	5	,	,	PUNCT
american_scientific_journal-11304	421	6	s.	s.	PROPN
american_scientific_journal-11304	421	7	(	(	PUNCT
american_scientific_journal-11304	421	8	2004	2004	NUM
american_scientific_journal-11304	421	9	)	)	PUNCT
american_scientific_journal-11304	421	10	.	.	PUNCT
american_scientific_journal-11304	422	1	economics	economic	NOUN
american_scientific_journal-11304	422	2	of	of	ADP
american_scientific_journal-11304	422	3	money	money	NOUN
american_scientific_journal-11304	422	4	,	,	PUNCT
american_scientific_journal-11304	422	5	banking	banking	NOUN
american_scientific_journal-11304	422	6	and	and	CCONJ
american_scientific_journal-11304	422	7	financial	financial	ADJ
american_scientific_journal-11304	422	8	markets	market	NOUN
american_scientific_journal-11304	422	9	7th	7th	ADJ
american_scientific_journal-11304	422	10	edition	edition	NOUN
american_scientific_journal-11304	422	11	,	,	PUNCT
american_scientific_journal-11304	422	12	pearson	pearson	PROPN
american_scientific_journal-11304	422	13	addison	addison	PROPN
american_scientific_journal-11304	422	14	american	american	PROPN
american_scientific_journal-11304	422	15	academic	academic	PROPN
american_scientific_journal-11304	422	16	scientific	scientific	ADJ
american_scientific_journal-11304	422	17	research	research	NOUN
american_scientific_journal-11304	422	18	journal	journal	NOUN
american_scientific_journal-11304	422	19	for	for	ADP
american_scientific_journal-11304	422	20	engineering	engineering	NOUN
american_scientific_journal-11304	422	21	,	,	PUNCT
american_scientific_journal-11304	422	22	technology	technology	NOUN
american_scientific_journal-11304	422	23	,	,	PUNCT
american_scientific_journal-11304	422	24	and	and	CCONJ
american_scientific_journal-11304	422	25	sciences	science	NOUN
american_scientific_journal-11304	422	26	(	(	PUNCT
american_scientific_journal-11304	422	27	asrjets	asrjet	NOUN
american_scientific_journal-11304	422	28	)	)	PUNCT
american_scientific_journal-11304	422	29	volume	volume	NOUN
american_scientific_journal-11304	422	30	101	101	NUM
american_scientific_journal-11304	422	31	,	,	PUNCT
american_scientific_journal-11304	422	32	no	no	DET
american_scientific_journal-11304	422	33	1	1	NUM
american_scientific_journal-11304	422	34	,	,	PUNCT
american_scientific_journal-11304	422	35	pp	pp	ADV
american_scientific_journal-11304	422	36	43	43	NUM
american_scientific_journal-11304	422	37	-	-	SYM
american_scientific_journal-11304	422	38	70	70	NUM
american_scientific_journal-11304	422	39	70	70	NUM
american_scientific_journal-11304	422	40	wesley	wesley	NOUN
american_scientific_journal-11304	422	41	,	,	PUNCT
american_scientific_journal-11304	422	42	boston	boston	PROPN
american_scientific_journal-11304	422	43	.	.	PUNCT
american_scientific_journal-11304	423	1	[	[	X
american_scientific_journal-11304	423	2	15	15	NUM
american_scientific_journal-11304	423	3	]	]	X
american_scientific_journal-11304	423	4	morettin	morettin	NOUN
american_scientific_journal-11304	423	5	,	,	PUNCT
american_scientific_journal-11304	423	6	p.	p.	NOUN
american_scientific_journal-11304	423	7	(	(	PUNCT
american_scientific_journal-11304	423	8	2008).econometria	2008).econometria	NUM
american_scientific_journal-11304	423	9	financeira	financeira	PROPN
american_scientific_journal-11304	423	10	,	,	PUNCT
american_scientific_journal-11304	423	11	2008	2008	NUM
american_scientific_journal-11304	423	12	.	.	PUNCT
american_scientific_journal-11304	424	1	[	[	X
american_scientific_journal-11304	424	2	16	16	NUM
american_scientific_journal-11304	424	3	]	]	X
american_scientific_journal-11304	424	4	morettin	morettin	NOUN
american_scientific_journal-11304	424	5	,	,	PUNCT
american_scientific_journal-11304	424	6	p.	p.	NOUN
american_scientific_journal-11304	424	7	a.	a.	PROPN
american_scientific_journal-11304	424	8	&	&	CCONJ
american_scientific_journal-11304	424	9	toloi	toloi	PROPN
american_scientific_journal-11304	424	10	,	,	PUNCT
american_scientific_journal-11304	424	11	c.	c.	PROPN
american_scientific_journal-11304	424	12	m.	m.	PROPN
american_scientific_journal-11304	424	13	c.	c.	PROPN
american_scientific_journal-11304	425	1	(	(	PUNCT
american_scientific_journal-11304	425	2	2004).análise	2004).análise	NUM
american_scientific_journal-11304	425	3	de	de	X
american_scientific_journal-11304	425	4	séries	série	NOUN
american_scientific_journal-11304	425	5	temporais	temporais	PROPN
american_scientific_journal-11304	425	6	.	.	PUNCT
american_scientific_journal-11304	426	1	são	são	PROPN
american_scientific_journal-11304	426	2	paulo	paulo	PROPN
american_scientific_journal-11304	426	3	:	:	PUNCT
american_scientific_journal-11304	426	4	edgard	edgard	PROPN
american_scientific_journal-11304	426	5	blucher	blucher	PROPN
american_scientific_journal-11304	426	6	ltda	ltda	PROPN
american_scientific_journal-11304	426	7	,	,	PUNCT
american_scientific_journal-11304	426	8	2004	2004	NUM
american_scientific_journal-11304	426	9	,	,	PUNCT
american_scientific_journal-11304	426	10	535	535	NUM
american_scientific_journal-11304	426	11	p.	p.	NOUN
american_scientific_journal-11304	427	1	[	[	X
american_scientific_journal-11304	427	2	17	17	NUM
american_scientific_journal-11304	427	3	]	]	X
american_scientific_journal-11304	427	4	morettin	morettin	NOUN
american_scientific_journal-11304	427	5	,	,	PUNCT
american_scientific_journal-11304	427	6	p.	p.	NOUN
american_scientific_journal-11304	427	7	a.	a.	PROPN
american_scientific_journal-11304	427	8	&	&	CCONJ
american_scientific_journal-11304	427	9	toloi	toloi	PROPN
american_scientific_journal-11304	427	10	,	,	PUNCT
american_scientific_journal-11304	427	11	c.	c.	PROPN
american_scientific_journal-11304	427	12	m.	m.	PROPN
american_scientific_journal-11304	427	13	c.	c.	PROPN
american_scientific_journal-11304	427	14	(	(	PUNCT
american_scientific_journal-11304	427	15	2006	2006	NUM
american_scientific_journal-11304	427	16	)	)	PUNCT
american_scientific_journal-11304	427	17	.	.	PUNCT
american_scientific_journal-11304	428	1	previsão	previsão	PROPN
american_scientific_journal-11304	428	2	de	de	PROPN
american_scientific_journal-11304	428	3	séries	séries	PROPN
american_scientific_journal-11304	428	4	temporais	temporais	PROPN
american_scientific_journal-11304	428	5	.	.	PUNCT
american_scientific_journal-11304	429	1	2	2	NUM
american_scientific_journal-11304	429	2	edição	edição	PROPN
american_scientific_journal-11304	429	3	.	.	PROPN
american_scientific_journal-11304	429	4	são	são	PROPN
american_scientific_journal-11304	429	5	paulo	paulo	PROPN
american_scientific_journal-11304	429	6	.	.	PUNCT
american_scientific_journal-11304	430	1	[	[	X
american_scientific_journal-11304	430	2	18	18	NUM
american_scientific_journal-11304	430	3	]	]	X
american_scientific_journal-11304	430	4	nelson	nelson	PROPN
american_scientific_journal-11304	430	5	,	,	PUNCT
american_scientific_journal-11304	430	6	d.b	d.b	PROPN
american_scientific_journal-11304	430	7	.	.	PROPN
american_scientific_journal-11304	430	8	(	(	PUNCT
american_scientific_journal-11304	430	9	1991).conditional	1991).conditional	NUM
american_scientific_journal-11304	430	10	heteroskedasticity	heteroskedasticity	NOUN
american_scientific_journal-11304	430	11	in	in	ADP
american_scientific_journal-11304	430	12	asset	asset	NOUN
american_scientific_journal-11304	430	13	returns	return	NOUN
american_scientific_journal-11304	430	14	:	:	PUNCT
american_scientific_journal-11304	430	15	a	a	DET
american_scientific_journal-11304	430	16	new	new	ADJ
american_scientific_journal-11304	430	17	approach	approach	NOUN
american_scientific_journal-11304	430	18	.	.	PUNCT
american_scientific_journal-11304	431	1	econometric	econometric	PROPN
american_scientific_journal-11304	431	2	,	,	PUNCT
american_scientific_journal-11304	431	3	59	59	NUM
american_scientific_journal-11304	431	4	.	.	PUNCT
american_scientific_journal-11304	432	1	pp	pp	ADV
american_scientific_journal-11304	432	2	347	347	NUM
american_scientific_journal-11304	432	3	-	-	SYM
american_scientific_journal-11304	432	4	370	370	NUM
american_scientific_journal-11304	432	5	.	.	PUNCT
american_scientific_journal-11304	433	1	[	[	X
american_scientific_journal-11304	433	2	19	19	NUM
american_scientific_journal-11304	433	3	]	]	PUNCT
american_scientific_journal-11304	433	4	pessanha	pessanha	NOUN
american_scientific_journal-11304	433	5	,	,	PUNCT
american_scientific_journal-11304	433	6	j.f.m	j.f.m	NOUN
american_scientific_journal-11304	433	7	,	,	PUNCT
american_scientific_journal-11304	433	8	leal	leal	ADJ
american_scientific_journal-11304	433	9	,	,	PUNCT
american_scientific_journal-11304	433	10	l.h.c	l.h.c	PROPN
american_scientific_journal-11304	433	11	&	&	CCONJ
american_scientific_journal-11304	433	12	silva	silva	PROPN
american_scientific_journal-11304	433	13	,	,	PUNCT
american_scientific_journal-11304	433	14	m.a.m	m.a.m	ADJ
american_scientific_journal-11304	433	15	(	(	PUNCT
american_scientific_journal-11304	433	16	2004).uma	2004).uma	NUM
american_scientific_journal-11304	433	17	aplicação	aplicação	PROPN
american_scientific_journal-11304	433	18	de	de	X
american_scientific_journal-11304	433	19	modelos	modelos	PROPN
american_scientific_journal-11304	433	20	de	de	PROPN
american_scientific_journal-11304	433	21	séries	séries	PROPN
american_scientific_journal-11304	433	22	temporais	temporais	PROPN
american_scientific_journal-11304	433	23	na	na	ADP
american_scientific_journal-11304	433	24	previsão	previsão	PROPN
american_scientific_journal-11304	433	25	da	da	PROPN
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american_scientific_journal-11304	433	27	por	por	PROPN
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american_scientific_journal-11304	433	29	aéreo	aéreo	PROPN
american_scientific_journal-11304	433	30	de	de	X
american_scientific_journal-11304	433	31	passageiro	passageiro	PROPN
american_scientific_journal-11304	433	32	.	.	PUNCT
american_scientific_journal-11304	434	1	rio	rio	PROPN
american_scientific_journal-11304	434	2	de	de	PROPN
american_scientific_journal-11304	434	3	janeiro	janeiro	PROPN
american_scientific_journal-11304	434	4	.	.	PUNCT
american_scientific_journal-11304	435	1	pp5	pp5	PROPN
american_scientific_journal-11304	435	2	-	-	PUNCT
american_scientific_journal-11304	435	3	11	11	NUM
american_scientific_journal-11304	435	4	.	.	PUNCT
american_scientific_journal-11304	436	1	[	[	X
american_scientific_journal-11304	436	2	20	20	NUM
american_scientific_journal-11304	436	3	]	]	X
american_scientific_journal-11304	436	4	poon	poon	NOUN
american_scientific_journal-11304	436	5	,	,	PUNCT
american_scientific_journal-11304	436	6	s.	s.	PROPN
american_scientific_journal-11304	436	7	&	&	CCONJ
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american_scientific_journal-11304	436	9	,	,	PUNCT
american_scientific_journal-11304	436	10	c.	c.	PROPN
american_scientific_journal-11304	436	11	w.	w.	PROPN
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american_scientific_journal-11304	436	13	(	(	PUNCT
american_scientific_journal-11304	436	14	2003	2003	NUM
american_scientific_journal-11304	436	15	)	)	PUNCT
american_scientific_journal-11304	436	16	.	.	PUNCT
american_scientific_journal-11304	437	1	forecasting	forecast	VERB
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american_scientific_journal-11304	437	3	in	in	ADP
american_scientific_journal-11304	437	4	financial	financial	ADJ
american_scientific_journal-11304	437	5	markets	market	NOUN
american_scientific_journal-11304	437	6	:	:	PUNCT
american_scientific_journal-11304	437	7	a	a	DET
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american_scientific_journal-11304	439	9	.	.	PUNCT
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american_scientific_journal-11304	443	7	(	(	PUNCT
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american_scientific_journal-11304	445	9	,	,	PUNCT
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