id	sid	tid	token	lemma	pos
dem-18608	1	1	microsoft	microsoft	PROPN
dem-18608	1	2	word	word	PROPN
dem-18608	1	3	dem_2018_81to97.docx	dem_2018_81to97.docx	PROPN
dem-18608	1	4	©	©	PROPN
dem-18608	1	5	2018	2018	NUM
dem-18608	1	6	nicolaus	nicolaus	PROPN
dem-18608	1	7	copernicus	copernicus	PROPN
dem-18608	1	8	university	university	PROPN
dem-18608	1	9	.	.	PUNCT
dem-18608	2	1	all	all	DET
dem-18608	2	2	rights	right	NOUN
dem-18608	2	3	reserved	reserve	VERB
dem-18608	2	4	.	.	PUNCT
dem-18608	3	1	http://www.dem.umk.pl/dem	http://www.dem.umk.pl/dem	PROPN
dem-18608	4	1	d	d	PUNCT
dem-18608	4	2	y	y	PROPN
dem-18608	4	3	n	n	PROPN
dem-18608	4	4	a	a	PRON
dem-18608	4	5	m	m	VERB
dem-18608	5	1	i	i	NOUN
dem-18608	5	2	c	c	NOUN
dem-18608	5	3	e	e	NOUN
dem-18608	5	4	c	c	NOUN
dem-18608	5	5	o	o	X
dem-18608	6	1	n	n	INTJ
dem-18608	6	2	o	o	NOUN
dem-18608	6	3	m	m	VERB
dem-18608	7	1	e	e	NOUN
dem-18608	7	2	t	t	NOUN
dem-18608	7	3	r	r	AUX
dem-18608	7	4	i	i	NOUN
dem-18608	7	5	c	c	NOUN
dem-18608	7	6	m	m	VERB
dem-18608	7	7	o	o	NOUN
dem-18608	7	8	d	d	X
dem-18608	7	9	e	e	X
dem-18608	7	10	l	l	NOUN
dem-18608	7	11	s	s	X
dem-18608	7	12	doi	doi	NOUN
dem-18608	7	13	:	:	PUNCT
dem-18608	7	14	http://dx.doi.org/10.12775/dem.2018.005	http://dx.doi.org/10.12775/dem.2018.005	PROPN
dem-18608	7	15	vol	vol	NOUN
dem-18608	7	16	.	.	PROPN
dem-18608	7	17	18	18	NUM
dem-18608	7	18	(	(	PUNCT
dem-18608	7	19	2018	2018	NUM
dem-18608	7	20	)	)	PUNCT
dem-18608	7	21	81−97	81−97	NOUN
dem-18608	7	22	submitted	submit	VERB
dem-18608	7	23	november	november	PROPN
dem-18608	7	24	25	25	NUM
dem-18608	7	25	,	,	PUNCT
dem-18608	7	26	2018	2018	NUM
dem-18608	7	27	issn	issn	PROPN
dem-18608	7	28	(	(	PUNCT
dem-18608	7	29	online	online	ADJ
dem-18608	7	30	)	)	PUNCT
dem-18608	7	31	2450	2450	NUM
dem-18608	7	32	-	-	SYM
dem-18608	7	33	7067	7067	NUM
dem-18608	7	34	accepted	accept	VERB
dem-18608	7	35	december	december	PROPN
dem-18608	7	36	17	17	NUM
dem-18608	7	37	,	,	PUNCT
dem-18608	7	38	2018	2018	NUM
dem-18608	7	39	issn	issn	PROPN
dem-18608	7	40	(	(	PUNCT
dem-18608	7	41	print	print	NOUN
dem-18608	7	42	)	)	PUNCT
dem-18608	7	43	1234	1234	NUM
dem-18608	7	44	-	-	SYM
dem-18608	7	45	3862	3862	NUM
dem-18608	7	46	dominik	dominik	NOUN
dem-18608	7	47	krężołek	krężołek	PROPN
dem-18608	7	48	*	*	PROPN
dem-18608	7	49	testing	testing	NOUN
dem-18608	7	50	day	day	NOUN
dem-18608	7	51	of	of	ADP
dem-18608	7	52	the	the	DET
dem-18608	7	53	week	week	NOUN
dem-18608	7	54	effect	effect	NOUN
dem-18608	7	55	on	on	ADP
dem-18608	7	56	precious	precious	ADJ
dem-18608	7	57	metals	metal	NOUN
dem-18608	7	58	market	market	NOUN
dem-18608	7	59	a	a	PRON
dem-18608	7	60	b	b	PROPN
dem-18608	7	61	s	s	ADP
dem-18608	7	62	t	t	PROPN
dem-18608	7	63	r	r	NOUN
dem-18608	7	64	a	a	DET
dem-18608	7	65	c	c	NOUN
dem-18608	7	66	t.	t.	NOUN
dem-18608	7	67	market	market	NOUN
dem-18608	7	68	efficiency	efficiency	NOUN
dem-18608	7	69	assumes	assume	VERB
dem-18608	7	70	that	that	SCONJ
dem-18608	7	71	asset	asset	NOUN
dem-18608	7	72	prices	price	NOUN
dem-18608	7	73	should	should	AUX
dem-18608	7	74	be	be	AUX
dem-18608	7	75	characterized	characterize	VERB
dem-18608	7	76	by	by	ADP
dem-18608	7	77	randomness	randomness	NOUN
dem-18608	7	78	and	and	CCONJ
dem-18608	7	79	unpredictability	unpredictability	NOUN
dem-18608	7	80	,	,	PUNCT
dem-18608	7	81	so	so	SCONJ
dem-18608	7	82	that	that	SCONJ
dem-18608	7	83	potential	potential	ADJ
dem-18608	7	84	market	market	NOUN
dem-18608	7	85	participants	participant	NOUN
dem-18608	7	86	are	be	AUX
dem-18608	7	87	not	not	PART
dem-18608	7	88	able	able	ADJ
dem-18608	7	89	to	to	PART
dem-18608	7	90	generate	generate	VERB
dem-18608	7	91	aboveaverage	aboveaverage	NOUN
dem-18608	7	92	profits	profit	NOUN
dem-18608	7	93	.	.	PUNCT
dem-18608	8	1	this	this	PRON
dem-18608	8	2	means	mean	VERB
dem-18608	8	3	that	that	SCONJ
dem-18608	8	4	there	there	PRON
dem-18608	8	5	should	should	AUX
dem-18608	8	6	be	be	AUX
dem-18608	8	7	no	no	DET
dem-18608	8	8	seasonal	seasonal	ADJ
dem-18608	8	9	phenomenon	phenomenon	NOUN
dem-18608	8	10	in	in	ADP
dem-18608	8	11	time	time	NOUN
dem-18608	8	12	series	series	PROPN
dem-18608	8	13	,	,	PUNCT
dem-18608	8	14	which	which	PRON
dem-18608	8	15	clearly	clearly	ADV
dem-18608	8	16	projects	project	VERB
dem-18608	8	17	a	a	DET
dem-18608	8	18	certain	certain	ADJ
dem-18608	8	19	pattern	pattern	NOUN
dem-18608	8	20	of	of	ADP
dem-18608	8	21	behavior	behavior	NOUN
dem-18608	8	22	of	of	ADP
dem-18608	8	23	financial	financial	ADJ
dem-18608	8	24	assets	asset	NOUN
dem-18608	8	25	.	.	PUNCT
dem-18608	9	1	the	the	DET
dem-18608	9	2	paper	paper	NOUN
dem-18608	9	3	is	be	AUX
dem-18608	9	4	an	an	DET
dem-18608	9	5	attempt	attempt	NOUN
dem-18608	9	6	to	to	PART
dem-18608	9	7	verify	verify	VERB
dem-18608	9	8	some	some	DET
dem-18608	9	9	specific	specific	ADJ
dem-18608	9	10	seasonal	seasonal	ADJ
dem-18608	9	11	effect	effect	NOUN
dem-18608	9	12	called	call	VERB
dem-18608	9	13	“	"	PUNCT
dem-18608	9	14	the	the	DET
dem-18608	9	15	day	day	NOUN
dem-18608	9	16	of	of	ADP
dem-18608	9	17	the	the	DET
dem-18608	9	18	week	week	NOUN
dem-18608	9	19	”	"	PUNCT
dem-18608	9	20	on	on	ADP
dem-18608	9	21	the	the	DET
dem-18608	9	22	precious	precious	ADJ
dem-18608	9	23	metals	metal	NOUN
dem-18608	9	24	market	market	NOUN
dem-18608	9	25	using	use	VERB
dem-18608	9	26	ar	ar	NOUN
dem-18608	9	27	-	-	PUNCT
dem-18608	9	28	garch(aparch	garch(aparch	NOUN
dem-18608	9	29	)	)	PUNCT
dem-18608	9	30	models	model	NOUN
dem-18608	9	31	.	.	PUNCT
dem-18608	10	1	the	the	DET
dem-18608	10	2	selection	selection	NOUN
dem-18608	10	3	of	of	ADP
dem-18608	10	4	this	this	DET
dem-18608	10	5	area	area	NOUN
dem-18608	10	6	is	be	AUX
dem-18608	10	7	not	not	PART
dem-18608	10	8	accidental	accidental	ADJ
dem-18608	10	9	.	.	PUNCT
dem-18608	11	1	precious	precious	ADJ
dem-18608	11	2	metals	metal	NOUN
dem-18608	11	3	are	be	AUX
dem-18608	11	4	an	an	DET
dem-18608	11	5	alternative	alternative	NOUN
dem-18608	11	6	to	to	ADP
dem-18608	11	7	classic	classic	ADJ
dem-18608	11	8	capital	capital	NOUN
dem-18608	11	9	investments	investment	NOUN
dem-18608	11	10	,	,	PUNCT
dem-18608	11	11	especially	especially	ADV
dem-18608	11	12	in	in	ADP
dem-18608	11	13	the	the	DET
dem-18608	11	14	case	case	NOUN
dem-18608	11	15	of	of	ADP
dem-18608	11	16	financial	financial	ADJ
dem-18608	11	17	and	and	CCONJ
dem-18608	11	18	economic	economic	ADJ
dem-18608	11	19	crises	crisis	NOUN
dem-18608	11	20	.	.	PUNCT
dem-18608	12	1	in	in	ADP
dem-18608	12	2	addition	addition	NOUN
dem-18608	12	3	,	,	PUNCT
dem-18608	12	4	the	the	DET
dem-18608	12	5	literature	literature	NOUN
dem-18608	12	6	shows	show	VERB
dem-18608	12	7	a	a	DET
dem-18608	12	8	gap	gap	NOUN
dem-18608	12	9	in	in	ADP
dem-18608	12	10	this	this	DET
dem-18608	12	11	area	area	NOUN
dem-18608	12	12	in	in	ADP
dem-18608	12	13	terms	term	NOUN
dem-18608	12	14	of	of	ADP
dem-18608	12	15	dynamics	dynamic	NOUN
dem-18608	12	16	analysis	analysis	NOUN
dem-18608	12	17	on	on	ADP
dem-18608	12	18	commodity	commodity	NOUN
dem-18608	12	19	markets	market	NOUN
dem-18608	12	20	,	,	PUNCT
dem-18608	12	21	if	if	SCONJ
dem-18608	12	22	compared	compare	VERB
dem-18608	12	23	to	to	ADP
dem-18608	12	24	capital	capital	NOUN
dem-18608	12	25	market	market	NOUN
dem-18608	12	26	.	.	PUNCT
dem-18608	13	1	the	the	DET
dem-18608	13	2	results	result	NOUN
dem-18608	13	3	are	be	AUX
dem-18608	13	4	not	not	PART
dem-18608	13	5	unambiguous	unambiguous	ADJ
dem-18608	13	6	and	and	CCONJ
dem-18608	13	7	the	the	DET
dem-18608	13	8	effect	effect	NOUN
dem-18608	13	9	of	of	ADP
dem-18608	13	10	seasonality	seasonality	NOUN
dem-18608	13	11	was	be	AUX
dem-18608	13	12	observed	observe	VERB
dem-18608	13	13	for	for	ADP
dem-18608	13	14	the	the	DET
dem-18608	13	15	volatility	volatility	NOUN
dem-18608	13	16	of	of	ADP
dem-18608	13	17	gold	gold	ADJ
dem-18608	13	18	returns	return	NOUN
dem-18608	13	19	in	in	ADP
dem-18608	13	20	the	the	DET
dem-18608	13	21	entire	entire	ADJ
dem-18608	13	22	period	period	NOUN
dem-18608	13	23	and	and	CCONJ
dem-18608	13	24	in	in	ADP
dem-18608	13	25	the	the	DET
dem-18608	13	26	period	period	NOUN
dem-18608	13	27	of	of	ADP
dem-18608	13	28	upward	upward	ADJ
dem-18608	13	29	trend	trend	NOUN
dem-18608	13	30	(	(	PUNCT
dem-18608	13	31	positive	positive	ADJ
dem-18608	13	32	returns	return	NOUN
dem-18608	13	33	on	on	ADP
dem-18608	13	34	fridays	friday	NOUN
dem-18608	13	35	)	)	PUNCT
dem-18608	13	36	.	.	PUNCT
dem-18608	14	1	the	the	DET
dem-18608	14	2	returns	return	NOUN
dem-18608	14	3	of	of	ADP
dem-18608	14	4	palladium	palladium	NOUN
dem-18608	14	5	suffer	suffer	VERB
dem-18608	14	6	from	from	ADP
dem-18608	14	7	seasonality	seasonality	NOUN
dem-18608	14	8	during	during	ADP
dem-18608	14	9	entire	entire	ADJ
dem-18608	14	10	period	period	NOUN
dem-18608	14	11	and	and	CCONJ
dem-18608	14	12	in	in	ADP
dem-18608	14	13	the	the	DET
dem-18608	14	14	period	period	NOUN
dem-18608	14	15	of	of	ADP
dem-18608	14	16	upward	upward	ADJ
dem-18608	14	17	trend	trend	NOUN
dem-18608	14	18	(	(	PUNCT
dem-18608	14	19	positive	positive	ADJ
dem-18608	14	20	returns	return	NOUN
dem-18608	14	21	on	on	ADP
dem-18608	14	22	fridays	friday	NOUN
dem-18608	14	23	,	,	PUNCT
dem-18608	14	24	negative	negative	ADJ
dem-18608	14	25	on	on	ADP
dem-18608	14	26	mondays	monday	NOUN
dem-18608	14	27	,	,	PUNCT
dem-18608	14	28	tuesdays	tuesday	NOUN
dem-18608	14	29	and	and	CCONJ
dem-18608	14	30	thursdays	thursday	NOUN
dem-18608	14	31	)	)	PUNCT
dem-18608	14	32	.	.	PUNCT
dem-18608	15	1	moreover	moreover	ADV
dem-18608	15	2	,	,	PUNCT
dem-18608	15	3	it	it	PRON
dem-18608	15	4	was	be	AUX
dem-18608	15	5	observed	observe	VERB
dem-18608	15	6	that	that	SCONJ
dem-18608	15	7	the	the	DET
dem-18608	15	8	araparch	araparch	NOUN
dem-18608	15	9	models	model	NOUN
dem-18608	15	10	is	be	AUX
dem-18608	15	11	more	more	ADV
dem-18608	15	12	appropriate	appropriate	ADJ
dem-18608	15	13	when	when	SCONJ
dem-18608	15	14	taking	take	VERB
dem-18608	15	15	into	into	ADP
dem-18608	15	16	account	account	NOUN
dem-18608	15	17	the	the	DET
dem-18608	15	18	heavy	heavy	ADJ
dem-18608	15	19	-	-	PUNCT
dem-18608	15	20	tail	tail	NOUN
dem-18608	15	21	distributions	distribution	NOUN
dem-18608	15	22	of	of	ADP
dem-18608	15	23	residuals	residual	NOUN
dem-18608	15	24	.	.	PUNCT
dem-18608	16	1	k	k	PROPN
dem-18608	16	2	e	e	PROPN
dem-18608	16	3	y	y	PROPN
dem-18608	16	4	w	w	NOUN
dem-18608	16	5	o	o	NOUN
dem-18608	16	6	r	r	NOUN
dem-18608	16	7	d	d	X
dem-18608	16	8	s	s	NOUN
dem-18608	16	9	:	:	PUNCT
dem-18608	16	10	aparch	aparch	NOUN
dem-18608	16	11	model	model	NOUN
dem-18608	16	12	;	;	PUNCT
dem-18608	16	13	day	day	NOUN
dem-18608	16	14	of	of	ADP
dem-18608	16	15	the	the	DET
dem-18608	16	16	week	week	NOUN
dem-18608	16	17	;	;	PUNCT
dem-18608	16	18	garch	garch	NOUN
dem-18608	16	19	model	model	NOUN
dem-18608	16	20	;	;	PUNCT
dem-18608	16	21	precious	precious	ADJ
dem-18608	16	22	metals	metal	NOUN
dem-18608	16	23	;	;	PUNCT
dem-18608	16	24	time	time	NOUN
dem-18608	16	25	series	series	NOUN
dem-18608	16	26	.	.	PUNCT
dem-18608	17	1	j	j	PROPN
dem-18608	17	2	e	e	PROPN
dem-18608	17	3	l	l	NOUN
dem-18608	17	4	classification	classification	NOUN
dem-18608	17	5	:	:	PUNCT
dem-18608	17	6	c22	c22	NOUN
dem-18608	17	7	;	;	PUNCT
dem-18608	17	8	g01	g01	NOUN
dem-18608	17	9	;	;	PUNCT
dem-18608	17	10	g14	g14	PROPN
dem-18608	17	11	.	.	PUNCT
dem-18608	17	12	introduction	introduction	NOUN
dem-18608	17	13	in	in	ADP
dem-18608	17	14	the	the	DET
dem-18608	17	15	theory	theory	NOUN
dem-18608	17	16	of	of	ADP
dem-18608	17	17	economics	economic	NOUN
dem-18608	17	18	and	and	CCONJ
dem-18608	17	19	finance	finance	VERB
dem-18608	17	20	the	the	DET
dem-18608	17	21	term	term	NOUN
dem-18608	17	22	“	"	PUNCT
dem-18608	17	23	market	market	NOUN
dem-18608	17	24	efficiency	efficiency	NOUN
dem-18608	17	25	”	"	PUNCT
dem-18608	17	26	assumes	assume	VERB
dem-18608	17	27	that	that	SCONJ
dem-18608	17	28	at	at	ADP
dem-18608	17	29	any	any	DET
dem-18608	17	30	time	time	NOUN
dem-18608	17	31	asset	asset	NOUN
dem-18608	17	32	prices	price	NOUN
dem-18608	17	33	accurately	accurately	ADV
dem-18608	17	34	reflect	reflect	VERB
dem-18608	17	35	the	the	DET
dem-18608	17	36	full	full	ADJ
dem-18608	17	37	available	available	ADJ
dem-18608	17	38	*	*	PUNCT
dem-18608	17	39	correspondence	correspondence	NOUN
dem-18608	17	40	to	to	ADP
dem-18608	17	41	:	:	PUNCT
dem-18608	17	42	dominik	dominik	PROPN
dem-18608	17	43	krężołek	krężołek	PROPN
dem-18608	17	44	,	,	PUNCT
dem-18608	17	45	department	department	NOUN
dem-18608	17	46	of	of	ADP
dem-18608	17	47	demography	demography	NOUN
dem-18608	17	48	and	and	CCONJ
dem-18608	17	49	economic	economic	ADJ
dem-18608	17	50	statistics	statistic	NOUN
dem-18608	17	51	,	,	PUNCT
dem-18608	17	52	university	university	NOUN
dem-18608	17	53	of	of	ADP
dem-18608	17	54	economics	economic	NOUN
dem-18608	17	55	in	in	ADP
dem-18608	17	56	katowice	katowice	PROPN
dem-18608	17	57	,	,	PUNCT
dem-18608	17	58	1	1	NUM
dem-18608	17	59	maja	maja	PROPN
dem-18608	17	60	50	50	NUM
dem-18608	17	61	street	street	NOUN
dem-18608	17	62	,	,	PUNCT
dem-18608	17	63	40	40	NUM
dem-18608	17	64	-	-	SYM
dem-18608	17	65	287	287	NUM
dem-18608	17	66	katowice	katowice	NOUN
dem-18608	17	67	,	,	PUNCT
dem-18608	17	68	poland	poland	PROPN
dem-18608	17	69	,	,	PUNCT
dem-18608	17	70	e	e	NOUN
dem-18608	17	71	-	-	NOUN
dem-18608	17	72	mail	mail	NOUN
dem-18608	17	73	:	:	PUNCT
dem-18608	17	74	dominik.krezolek@ue.katowice.pl	dominik.krezolek@ue.katowice.pl	X
dem-18608	17	75	.	.	PUNCT
dem-18608	18	1	dominik	dominik	PROPN
dem-18608	18	2	krężołek	krężołek	PROPN
dem-18608	18	3	dynamic	dynamic	ADJ
dem-18608	18	4	econometric	econometric	ADJ
dem-18608	18	5	models	model	NOUN
dem-18608	18	6	18	18	NUM
dem-18608	18	7	(	(	PUNCT
dem-18608	18	8	2018	2018	NUM
dem-18608	18	9	)	)	PUNCT
dem-18608	18	10	81–97	81–97	NUM
dem-18608	18	11	82	82	NUM
dem-18608	18	12	information	information	NOUN
dem-18608	18	13	about	about	ADP
dem-18608	18	14	them	they	PRON
dem-18608	18	15	.	.	PUNCT
dem-18608	19	1	the	the	DET
dem-18608	19	2	term	term	NOUN
dem-18608	19	3	"	"	PUNCT
dem-18608	19	4	effective	effective	ADJ
dem-18608	19	5	market	market	NOUN
dem-18608	19	6	"	"	PUNCT
dem-18608	19	7	first	first	ADV
dem-18608	19	8	appeared	appear	VERB
dem-18608	19	9	in	in	ADP
dem-18608	19	10	bachelier	bachelier	NOUN
dem-18608	19	11	's	's	PART
dem-18608	19	12	paper	paper	NOUN
dem-18608	19	13	(	(	PUNCT
dem-18608	19	14	bachelier	bachelier	NOUN
dem-18608	19	15	,	,	PUNCT
dem-18608	19	16	1900	1900	NUM
dem-18608	19	17	)	)	PUNCT
dem-18608	19	18	,	,	PUNCT
dem-18608	19	19	but	but	CCONJ
dem-18608	19	20	it	it	PRON
dem-18608	19	21	did	do	AUX
dem-18608	19	22	not	not	PART
dem-18608	19	23	get	get	VERB
dem-18608	19	24	much	much	ADJ
dem-18608	19	25	interest	interest	NOUN
dem-18608	19	26	from	from	ADP
dem-18608	19	27	the	the	DET
dem-18608	19	28	scientific	scientific	ADJ
dem-18608	19	29	community	community	NOUN
dem-18608	19	30	.	.	PUNCT
dem-18608	20	1	in	in	ADP
dem-18608	20	2	the	the	DET
dem-18608	20	3	second	second	ADJ
dem-18608	20	4	half	half	NOUN
dem-18608	20	5	of	of	ADP
dem-18608	20	6	xx	xx	NUM
dem-18608	20	7	century	century	NOUN
dem-18608	20	8	,	,	PUNCT
dem-18608	20	9	the	the	DET
dem-18608	20	10	american	american	PROPN
dem-18608	20	11	economist	economist	PROPN
dem-18608	20	12	eugene	eugene	PROPN
dem-18608	20	13	fama	fama	PROPN
dem-18608	20	14	discussed	discuss	VERB
dem-18608	20	15	this	this	DET
dem-18608	20	16	problem	problem	NOUN
dem-18608	20	17	and	and	CCONJ
dem-18608	20	18	considered	consider	VERB
dem-18608	20	19	so	so	ADV
dem-18608	20	20	-	-	PUNCT
dem-18608	20	21	called	call	VERB
dem-18608	20	22	efficientmarket	efficientmarket	NOUN
dem-18608	20	23	hypothesis	hypothesis	NOUN
dem-18608	20	24	(	(	PUNCT
dem-18608	20	25	fama	fama	NOUN
dem-18608	20	26	,	,	PUNCT
dem-18608	20	27	1970	1970	NUM
dem-18608	20	28	)	)	PUNCT
dem-18608	20	29	in	in	ADP
dem-18608	20	30	the	the	DET
dem-18608	20	31	context	context	NOUN
dem-18608	20	32	of	of	ADP
dem-18608	20	33	weak	weak	ADJ
dem-18608	20	34	,	,	PUNCT
dem-18608	20	35	semi	semi	ADJ
dem-18608	20	36	-	-	ADJ
dem-18608	20	37	strong	strong	ADJ
dem-18608	20	38	and	and	CCONJ
dem-18608	20	39	strong	strong	ADJ
dem-18608	20	40	efficiency	efficiency	NOUN
dem-18608	20	41	.	.	PUNCT
dem-18608	21	1	according	accord	VERB
dem-18608	21	2	to	to	ADP
dem-18608	21	3	his	his	PRON
dem-18608	21	4	perception	perception	NOUN
dem-18608	21	5	,	,	PUNCT
dem-18608	21	6	week	week	NOUN
dem-18608	21	7	market	market	NOUN
dem-18608	21	8	efficiency	efficiency	NOUN
dem-18608	21	9	assumes	assume	VERB
dem-18608	21	10	that	that	SCONJ
dem-18608	21	11	currently	currently	ADV
dem-18608	21	12	realized	realize	VERB
dem-18608	21	13	prices	price	NOUN
dem-18608	21	14	reflect	reflect	VERB
dem-18608	21	15	the	the	DET
dem-18608	21	16	historical	historical	ADJ
dem-18608	21	17	data	datum	NOUN
dem-18608	21	18	and	and	CCONJ
dem-18608	21	19	it	it	PRON
dem-18608	21	20	is	be	AUX
dem-18608	21	21	not	not	PART
dem-18608	21	22	possible	possible	ADJ
dem-18608	21	23	to	to	PART
dem-18608	21	24	forecast	forecast	VERB
dem-18608	21	25	future	future	ADJ
dem-18608	21	26	level	level	NOUN
dem-18608	21	27	of	of	ADP
dem-18608	21	28	prices	price	NOUN
dem-18608	21	29	from	from	ADP
dem-18608	21	30	historical	historical	ADJ
dem-18608	21	31	data	datum	NOUN
dem-18608	21	32	.	.	PUNCT
dem-18608	22	1	the	the	DET
dem-18608	22	2	hypothesis	hypothesis	NOUN
dem-18608	22	3	of	of	ADP
dem-18608	22	4	semi	semi	ADJ
dem-18608	22	5	-	-	ADJ
dem-18608	22	6	strong	strong	ADJ
dem-18608	22	7	efficiency	efficiency	NOUN
dem-18608	22	8	proclaims	proclaim	VERB
dem-18608	22	9	that	that	SCONJ
dem-18608	22	10	current	current	ADJ
dem-18608	22	11	asset	asset	NOUN
dem-18608	22	12	prices	price	NOUN
dem-18608	22	13	reflect	reflect	VERB
dem-18608	22	14	all	all	DET
dem-18608	22	15	public	public	ADJ
dem-18608	22	16	information	information	NOUN
dem-18608	22	17	available	available	ADJ
dem-18608	22	18	,	,	PUNCT
dem-18608	22	19	including	include	VERB
dem-18608	22	20	historical	historical	ADJ
dem-18608	22	21	data	datum	NOUN
dem-18608	22	22	,	,	PUNCT
dem-18608	22	23	reports	report	NOUN
dem-18608	22	24	and	and	CCONJ
dem-18608	22	25	any	any	DET
dem-18608	22	26	available	available	ADJ
dem-18608	22	27	economic	economic	ADJ
dem-18608	22	28	forecasts	forecast	NOUN
dem-18608	22	29	the	the	DET
dem-18608	22	30	last	last	ADJ
dem-18608	22	31	one	one	NUM
dem-18608	22	32	–	–	PUNCT
dem-18608	22	33	strong	strong	ADJ
dem-18608	22	34	market	market	NOUN
dem-18608	22	35	efficiency	efficiency	NOUN
dem-18608	22	36	assumes	assume	VERB
dem-18608	22	37	the	the	DET
dem-18608	22	38	existence	existence	NOUN
dem-18608	22	39	of	of	ADP
dem-18608	22	40	full	full	ADJ
dem-18608	22	41	public	public	ADJ
dem-18608	22	42	and	and	CCONJ
dem-18608	22	43	non	non	ADJ
dem-18608	22	44	-	-	ADJ
dem-18608	22	45	public	public	ADJ
dem-18608	22	46	information	information	NOUN
dem-18608	22	47	about	about	ADP
dem-18608	22	48	assets	asset	NOUN
dem-18608	22	49	considered	consider	VERB
dem-18608	22	50	,	,	PUNCT
dem-18608	22	51	and	and	CCONJ
dem-18608	22	52	this	this	DET
dem-18608	22	53	information	information	NOUN
dem-18608	22	54	is	be	AUX
dem-18608	22	55	available	available	ADJ
dem-18608	22	56	for	for	ADP
dem-18608	22	57	everyone	everyone	PRON
dem-18608	22	58	at	at	ADP
dem-18608	22	59	any	any	DET
dem-18608	22	60	given	give	VERB
dem-18608	22	61	time	time	NOUN
dem-18608	22	62	.	.	PUNCT
dem-18608	23	1	this	this	DET
dem-18608	23	2	hypothesis	hypothesis	NOUN
dem-18608	23	3	is	be	AUX
dem-18608	23	4	the	the	DET
dem-18608	23	5	most	most	ADV
dem-18608	23	6	restrictive	restrictive	ADJ
dem-18608	23	7	and	and	CCONJ
dem-18608	23	8	means	mean	VERB
dem-18608	23	9	that	that	SCONJ
dem-18608	23	10	all	all	DET
dem-18608	23	11	kind	kind	NOUN
dem-18608	23	12	of	of	ADP
dem-18608	23	13	analyzes	analyze	NOUN
dem-18608	23	14	carried	carry	VERB
dem-18608	23	15	out	out	ADP
dem-18608	23	16	on	on	ADP
dem-18608	23	17	financial	financial	ADJ
dem-18608	23	18	market	market	NOUN
dem-18608	23	19	,	,	PUNCT
dem-18608	23	20	including	include	VERB
dem-18608	23	21	technical	technical	ADJ
dem-18608	23	22	and	and	CCONJ
dem-18608	23	23	fundamental	fundamental	ADJ
dem-18608	23	24	analysis	analysis	NOUN
dem-18608	23	25	,	,	PUNCT
dem-18608	23	26	would	would	AUX
dem-18608	23	27	be	be	AUX
dem-18608	23	28	unnecessary	unnecessary	ADJ
dem-18608	23	29	,	,	PUNCT
dem-18608	23	30	as	as	SCONJ
dem-18608	23	31	it	it	PRON
dem-18608	23	32	would	would	AUX
dem-18608	23	33	n’t	not	PART
dem-18608	23	34	be	be	AUX
dem-18608	23	35	possible	possible	ADJ
dem-18608	23	36	to	to	PART
dem-18608	23	37	obtain	obtain	VERB
dem-18608	23	38	above	above	ADP
dem-18608	23	39	-	-	PUNCT
dem-18608	23	40	average	average	NOUN
dem-18608	23	41	profits	profit	NOUN
dem-18608	23	42	based	base	VERB
dem-18608	23	43	on	on	ADP
dem-18608	23	44	full	full	ADJ
dem-18608	23	45	available	available	ADJ
dem-18608	23	46	information	information	NOUN
dem-18608	23	47	.	.	PUNCT
dem-18608	24	1	as	as	SCONJ
dem-18608	24	2	one	one	PRON
dem-18608	24	3	can	can	AUX
dem-18608	24	4	see	see	VERB
dem-18608	24	5	,	,	PUNCT
dem-18608	24	6	the	the	DET
dem-18608	24	7	efficiency	efficiency	NOUN
dem-18608	24	8	of	of	ADP
dem-18608	24	9	the	the	DET
dem-18608	24	10	market	market	NOUN
dem-18608	24	11	does	do	AUX
dem-18608	24	12	n’t	not	PART
dem-18608	24	13	go	go	VERB
dem-18608	24	14	hand	hand	NOUN
dem-18608	24	15	in	in	ADP
dem-18608	24	16	hand	hand	NOUN
dem-18608	24	17	with	with	ADP
dem-18608	24	18	the	the	DET
dem-18608	24	19	main	main	ADJ
dem-18608	24	20	goal	goal	NOUN
dem-18608	24	21	of	of	ADP
dem-18608	24	22	investment	investment	NOUN
dem-18608	24	23	activity	activity	NOUN
dem-18608	24	24	,	,	PUNCT
dem-18608	24	25	which	which	PRON
dem-18608	24	26	is	be	AUX
dem-18608	24	27	multiplying	multiply	VERB
dem-18608	24	28	assets	asset	NOUN
dem-18608	24	29	.	.	PUNCT
dem-18608	25	1	in	in	ADP
dem-18608	25	2	this	this	DET
dem-18608	25	3	paper	paper	NOUN
dem-18608	25	4	some	some	DET
dem-18608	25	5	selected	select	VERB
dem-18608	25	6	calendar	calendar	NOUN
dem-18608	25	7	anomalies	anomaly	NOUN
dem-18608	25	8	are	be	AUX
dem-18608	25	9	considered	consider	VERB
dem-18608	25	10	.	.	PUNCT
dem-18608	26	1	as	as	ADP
dem-18608	26	2	“	"	PUNCT
dem-18608	26	3	calendar	calendar	NOUN
dem-18608	26	4	anomalies	anomaly	NOUN
dem-18608	26	5	”	"	PUNCT
dem-18608	26	6	we	we	PRON
dem-18608	26	7	define	define	VERB
dem-18608	26	8	statistically	statistically	ADV
dem-18608	26	9	significant	significant	ADJ
dem-18608	26	10	differences	difference	NOUN
dem-18608	26	11	in	in	ADP
dem-18608	26	12	levels	level	NOUN
dem-18608	26	13	of	of	ADP
dem-18608	26	14	prices	price	NOUN
dem-18608	26	15	/	/	SYM
dem-18608	26	16	returns	return	NOUN
dem-18608	26	17	for	for	ADP
dem-18608	26	18	a	a	DET
dem-18608	26	19	given	give	VERB
dem-18608	26	20	financial	financial	ADJ
dem-18608	26	21	assets	asset	NOUN
dem-18608	26	22	depending	depend	VERB
dem-18608	26	23	on	on	ADP
dem-18608	26	24	the	the	DET
dem-18608	26	25	adopted	adopt	VERB
dem-18608	26	26	period	period	NOUN
dem-18608	26	27	.	.	PUNCT
dem-18608	27	1	1	1	X
dem-18608	27	2	.	.	X
dem-18608	27	3	calendar	calendar	NOUN
dem-18608	27	4	effects	effect	NOUN
dem-18608	27	5	on	on	ADP
dem-18608	27	6	financial	financial	ADJ
dem-18608	27	7	market	market	NOUN
dem-18608	27	8	–	–	PUNCT
dem-18608	27	9	literature	literature	NOUN
dem-18608	27	10	review	review	NOUN
dem-18608	27	11	when	when	SCONJ
dem-18608	27	12	introducing	introduce	VERB
dem-18608	27	13	the	the	DET
dem-18608	27	14	problem	problem	NOUN
dem-18608	27	15	of	of	ADP
dem-18608	27	16	calendar	calendar	NOUN
dem-18608	27	17	anomalies	anomaly	NOUN
dem-18608	27	18	,	,	PUNCT
dem-18608	27	19	it	it	PRON
dem-18608	27	20	is	be	AUX
dem-18608	27	21	worth	worth	ADJ
dem-18608	27	22	to	to	PART
dem-18608	27	23	define	define	VERB
dem-18608	27	24	those	those	PRON
dem-18608	27	25	which	which	PRON
dem-18608	27	26	are	be	AUX
dem-18608	27	27	most	most	ADV
dem-18608	27	28	often	often	ADV
dem-18608	27	29	considered	consider	VERB
dem-18608	27	30	in	in	ADP
dem-18608	27	31	the	the	DET
dem-18608	27	32	analysis	analysis	NOUN
dem-18608	27	33	of	of	ADP
dem-18608	27	34	financial	financial	ADJ
dem-18608	27	35	market	market	NOUN
dem-18608	27	36	data	datum	NOUN
dem-18608	27	37	.	.	PUNCT
dem-18608	28	1	one	one	PRON
dem-18608	28	2	can	can	AUX
dem-18608	28	3	mention	mention	VERB
dem-18608	28	4	here	here	ADV
dem-18608	28	5	,	,	PUNCT
dem-18608	28	6	among	among	ADP
dem-18608	28	7	others	other	NOUN
dem-18608	28	8	,	,	PUNCT
dem-18608	28	9	such	such	ADJ
dem-18608	28	10	anomalies	anomaly	NOUN
dem-18608	28	11	like	like	ADP
dem-18608	28	12	effect	effect	NOUN
dem-18608	28	13	of	of	ADP
dem-18608	28	14	the	the	DET
dem-18608	28	15	month	month	NOUN
dem-18608	28	16	in	in	ADP
dem-18608	28	17	the	the	DET
dem-18608	28	18	year	year	NOUN
dem-18608	28	19	,	,	PUNCT
dem-18608	28	20	effect	effect	NOUN
dem-18608	28	21	of	of	ADP
dem-18608	28	22	the	the	DET
dem-18608	28	23	turn	turn	NOUN
dem-18608	28	24	of	of	ADP
dem-18608	28	25	the	the	DET
dem-18608	28	26	month	month	NOUN
dem-18608	28	27	,	,	PUNCT
dem-18608	28	28	holidays	holiday	NOUN
dem-18608	28	29	effect	effect	NOUN
dem-18608	28	30	,	,	PUNCT
dem-18608	28	31	effect	effect	NOUN
dem-18608	28	32	of	of	ADP
dem-18608	28	33	the	the	DET
dem-18608	28	34	day	day	NOUN
dem-18608	28	35	of	of	ADP
dem-18608	28	36	the	the	DET
dem-18608	28	37	week	week	NOUN
dem-18608	28	38	or	or	CCONJ
dem-18608	28	39	even	even	ADV
dem-18608	28	40	the	the	DET
dem-18608	28	41	effect	effect	NOUN
dem-18608	28	42	of	of	ADP
dem-18608	28	43	the	the	DET
dem-18608	28	44	hour	hour	NOUN
dem-18608	28	45	on	on	ADP
dem-18608	28	46	the	the	DET
dem-18608	28	47	day	day	NOUN
dem-18608	28	48	.	.	PUNCT
dem-18608	29	1	each	each	PRON
dem-18608	29	2	of	of	ADP
dem-18608	29	3	these	these	DET
dem-18608	29	4	anomalies	anomaly	NOUN
dem-18608	29	5	undermines	undermine	VERB
dem-18608	29	6	the	the	DET
dem-18608	29	7	efficiency	efficiency	NOUN
dem-18608	29	8	of	of	ADP
dem-18608	29	9	the	the	DET
dem-18608	29	10	market	market	NOUN
dem-18608	29	11	and	and	CCONJ
dem-18608	29	12	is	be	AUX
dem-18608	29	13	the	the	DET
dem-18608	29	14	topic	topic	NOUN
dem-18608	29	15	of	of	ADP
dem-18608	29	16	analyzes	analyze	NOUN
dem-18608	29	17	in	in	ADP
dem-18608	29	18	scientific	scientific	ADJ
dem-18608	29	19	communities	community	NOUN
dem-18608	29	20	around	around	ADP
dem-18608	29	21	the	the	DET
dem-18608	29	22	world	world	NOUN
dem-18608	29	23	.	.	PUNCT
dem-18608	30	1	the	the	DET
dem-18608	30	2	effect	effect	NOUN
dem-18608	30	3	of	of	ADP
dem-18608	30	4	the	the	DET
dem-18608	30	5	month	month	NOUN
dem-18608	30	6	in	in	ADP
dem-18608	30	7	the	the	DET
dem-18608	30	8	year	year	NOUN
dem-18608	30	9	reflects	reflect	VERB
dem-18608	30	10	significant	significant	ADJ
dem-18608	30	11	differences	difference	NOUN
dem-18608	30	12	in	in	ADP
dem-18608	30	13	the	the	DET
dem-18608	30	14	average	average	ADJ
dem-18608	30	15	values	value	NOUN
dem-18608	30	16	of	of	ADP
dem-18608	30	17	returns	return	NOUN
dem-18608	30	18	of	of	ADP
dem-18608	30	19	financial	financial	ADJ
dem-18608	30	20	assets	asset	NOUN
dem-18608	30	21	in	in	ADP
dem-18608	30	22	particular	particular	ADJ
dem-18608	30	23	months	month	NOUN
dem-18608	30	24	of	of	ADP
dem-18608	30	25	the	the	DET
dem-18608	30	26	year	year	NOUN
dem-18608	30	27	.	.	PUNCT
dem-18608	31	1	the	the	DET
dem-18608	31	2	most	most	ADV
dem-18608	31	3	popular	popular	ADJ
dem-18608	31	4	anomalies	anomaly	NOUN
dem-18608	31	5	in	in	ADP
dem-18608	31	6	this	this	DET
dem-18608	31	7	group	group	NOUN
dem-18608	31	8	are	be	AUX
dem-18608	31	9	the	the	DET
dem-18608	31	10	effect	effect	NOUN
dem-18608	31	11	of	of	ADP
dem-18608	31	12	january	january	PROPN
dem-18608	31	13	,	,	PUNCT
dem-18608	31	14	may	may	AUX
dem-18608	31	15	or	or	CCONJ
dem-18608	31	16	september	september	PROPN
dem-18608	31	17	.	.	PUNCT
dem-18608	32	1	in	in	ADP
dem-18608	32	2	the	the	DET
dem-18608	32	3	first	first	ADJ
dem-18608	32	4	case	case	NOUN
dem-18608	32	5	,	,	PUNCT
dem-18608	32	6	it	it	PRON
dem-18608	32	7	was	be	AUX
dem-18608	32	8	observed	observe	VERB
dem-18608	32	9	that	that	SCONJ
dem-18608	32	10	average	average	ADJ
dem-18608	32	11	level	level	NOUN
dem-18608	32	12	of	of	ADP
dem-18608	32	13	returns	return	NOUN
dem-18608	32	14	in	in	ADP
dem-18608	32	15	january	january	PROPN
dem-18608	32	16	is	be	AUX
dem-18608	32	17	significantly	significantly	ADV
dem-18608	32	18	higher	high	ADJ
dem-18608	32	19	than	than	ADP
dem-18608	32	20	these	these	PRON
dem-18608	32	21	observed	observe	VERB
dem-18608	32	22	in	in	ADP
dem-18608	32	23	other	other	ADJ
dem-18608	32	24	months	month	NOUN
dem-18608	32	25	.	.	PUNCT
dem-18608	33	1	in	in	ADP
dem-18608	33	2	turn	turn	NOUN
dem-18608	33	3	,	,	PUNCT
dem-18608	33	4	may	may	AUX
dem-18608	33	5	and	and	CCONJ
dem-18608	33	6	september	september	PROPN
dem-18608	33	7	effects	effect	NOUN
dem-18608	33	8	are	be	AUX
dem-18608	33	9	associated	associate	VERB
dem-18608	33	10	with	with	ADP
dem-18608	33	11	semi	semi	ADJ
dem-18608	33	12	-	-	ADJ
dem-18608	33	13	low	low	ADJ
dem-18608	33	14	level	level	NOUN
dem-18608	33	15	of	of	ADP
dem-18608	33	16	returns	return	NOUN
dem-18608	33	17	.	.	PUNCT
dem-18608	34	1	the	the	DET
dem-18608	34	2	turn	turn	NOUN
dem-18608	34	3	of	of	ADP
dem-18608	34	4	the	the	DET
dem-18608	34	5	month	month	NOUN
dem-18608	34	6	is	be	AUX
dem-18608	34	7	related	relate	VERB
dem-18608	34	8	by	by	ADP
dem-18608	34	9	the	the	DET
dem-18608	34	10	phenomenon	phenomenon	NOUN
dem-18608	34	11	when	when	SCONJ
dem-18608	34	12	we	we	PRON
dem-18608	34	13	can	can	AUX
dem-18608	34	14	observe	observe	VERB
dem-18608	34	15	the	the	DET
dem-18608	34	16	average	average	ADJ
dem-18608	34	17	higher	high	ADJ
dem-18608	34	18	prices	price	NOUN
dem-18608	34	19	(	(	PUNCT
dem-18608	34	20	returns	return	NOUN
dem-18608	34	21	)	)	PUNCT
dem-18608	34	22	at	at	ADP
dem-18608	34	23	the	the	DET
dem-18608	34	24	end	end	NOUN
dem-18608	34	25	of	of	ADP
dem-18608	34	26	month	month	NOUN
dem-18608	34	27	if	if	SCONJ
dem-18608	34	28	compared	compare	VERB
dem-18608	34	29	to	to	ADP
dem-18608	34	30	their	their	PRON
dem-18608	34	31	values	value	NOUN
dem-18608	34	32	in	in	ADP
dem-18608	34	33	the	the	DET
dem-18608	34	34	first	first	ADJ
dem-18608	34	35	days	day	NOUN
dem-18608	34	36	of	of	ADP
dem-18608	34	37	the	the	DET
dem-18608	34	38	following	follow	VERB
dem-18608	34	39	month	month	NOUN
dem-18608	34	40	.	.	PUNCT
dem-18608	35	1	this	this	DET
dem-18608	35	2	situation	situation	NOUN
dem-18608	35	3	may	may	AUX
dem-18608	35	4	result	result	VERB
dem-18608	35	5	from	from	ADP
dem-18608	35	6	the	the	DET
dem-18608	35	7	allocation	allocation	NOUN
dem-18608	35	8	of	of	ADP
dem-18608	35	9	funds	fund	NOUN
dem-18608	35	10	obtained	obtain	VERB
dem-18608	35	11	in	in	ADP
dem-18608	35	12	the	the	DET
dem-18608	35	13	middle	middle	NOUN
dem-18608	35	14	of	of	ADP
dem-18608	35	15	the	the	DET
dem-18608	35	16	month	month	NOUN
dem-18608	35	17	in	in	ADP
dem-18608	35	18	investment	investment	NOUN
dem-18608	35	19	funds	fund	NOUN
dem-18608	35	20	testing	testing	NOUN
dem-18608	35	21	day	day	NOUN
dem-18608	35	22	of	of	ADP
dem-18608	35	23	the	the	DET
dem-18608	35	24	week	week	NOUN
dem-18608	35	25	effect	effect	NOUN
dem-18608	35	26	on	on	ADP
dem-18608	35	27	precious	precious	ADJ
dem-18608	35	28	metals	metal	NOUN
dem-18608	35	29	market	market	NOUN
dem-18608	35	30	dynamic	dynamic	ADJ
dem-18608	35	31	econometric	econometric	ADJ
dem-18608	35	32	models	model	NOUN
dem-18608	35	33	18	18	NUM
dem-18608	35	34	(	(	PUNCT
dem-18608	35	35	2018	2018	NUM
dem-18608	35	36	)	)	PUNCT
dem-18608	35	37	81–97	81–97	NUM
dem-18608	35	38	83	83	NUM
dem-18608	35	39	(	(	PUNCT
dem-18608	35	40	fiszeder	fiszeder	X
dem-18608	35	41	et	et	PROPN
dem-18608	35	42	al	al	PROPN
dem-18608	35	43	.	.	PROPN
dem-18608	35	44	,	,	PUNCT
dem-18608	35	45	2013	2013	NUM
dem-18608	35	46	)	)	PUNCT
dem-18608	35	47	.	.	PUNCT
dem-18608	36	1	in	in	ADP
dem-18608	36	2	the	the	DET
dem-18608	36	3	case	case	NOUN
dem-18608	36	4	of	of	ADP
dem-18608	36	5	the	the	DET
dem-18608	36	6	holidays	holiday	NOUN
dem-18608	36	7	effect	effect	NOUN
dem-18608	36	8	,	,	PUNCT
dem-18608	36	9	which	which	PRON
dem-18608	36	10	s	s	AUX
dem-18608	36	11	related	relate	VERB
dem-18608	36	12	to	to	ADP
dem-18608	36	13	the	the	DET
dem-18608	36	14	effect	effect	NOUN
dem-18608	36	15	of	of	ADP
dem-18608	36	16	the	the	DET
dem-18608	36	17	month	month	NOUN
dem-18608	36	18	,	,	PUNCT
dem-18608	36	19	increases	increase	NOUN
dem-18608	36	20	of	of	ADP
dem-18608	36	21	financial	financial	ADJ
dem-18608	36	22	assets	asset	NOUN
dem-18608	36	23	returns	return	NOUN
dem-18608	36	24	are	be	AUX
dem-18608	36	25	observed	observe	VERB
dem-18608	36	26	before	before	ADP
dem-18608	36	27	holidays	holiday	NOUN
dem-18608	36	28	,	,	PUNCT
dem-18608	36	29	while	while	SCONJ
dem-18608	36	30	declines	decline	NOUN
dem-18608	36	31	in	in	ADP
dem-18608	36	32	the	the	DET
dem-18608	36	33	period	period	NOUN
dem-18608	36	34	just	just	ADV
dem-18608	36	35	after	after	ADP
dem-18608	36	36	holidays	holiday	NOUN
dem-18608	36	37	.	.	PUNCT
dem-18608	37	1	a	a	DET
dem-18608	37	2	similar	similar	ADJ
dem-18608	37	3	relationship	relationship	NOUN
dem-18608	37	4	can	can	AUX
dem-18608	37	5	be	be	AUX
dem-18608	37	6	observed	observe	VERB
dem-18608	37	7	in	in	ADP
dem-18608	37	8	the	the	DET
dem-18608	37	9	case	case	NOUN
dem-18608	37	10	of	of	ADP
dem-18608	37	11	holiday	holiday	NOUN
dem-18608	37	12	periods	period	NOUN
dem-18608	37	13	,	,	PUNCT
dem-18608	37	14	when	when	SCONJ
dem-18608	37	15	no	no	DET
dem-18608	37	16	trading	trading	NOUN
dem-18608	37	17	sessions	session	NOUN
dem-18608	37	18	are	be	AUX
dem-18608	37	19	held	hold	VERB
dem-18608	37	20	.	.	PUNCT
dem-18608	38	1	if	if	SCONJ
dem-18608	38	2	the	the	DET
dem-18608	38	3	anomalies	anomaly	NOUN
dem-18608	38	4	during	during	ADP
dem-18608	38	5	the	the	DET
dem-18608	38	6	week	week	NOUN
dem-18608	38	7	are	be	AUX
dem-18608	38	8	observed	observe	VERB
dem-18608	38	9	,	,	PUNCT
dem-18608	38	10	it	it	PRON
dem-18608	38	11	means	mean	VERB
dem-18608	38	12	so	so	ADV
dem-18608	38	13	-	-	PUNCT
dem-18608	38	14	called	call	VERB
dem-18608	38	15	the	the	DET
dem-18608	38	16	day	day	NOUN
dem-18608	38	17	of	of	ADP
dem-18608	38	18	the	the	DET
dem-18608	38	19	week	week	NOUN
dem-18608	38	20	effect	effect	NOUN
dem-18608	38	21	.	.	PUNCT
dem-18608	39	1	it	it	PRON
dem-18608	39	2	can	can	AUX
dem-18608	39	3	be	be	AUX
dem-18608	39	4	described	describe	VERB
dem-18608	39	5	as	as	ADP
dem-18608	39	6	significant	significant	ADJ
dem-18608	39	7	differences	difference	NOUN
dem-18608	39	8	of	of	ADP
dem-18608	39	9	the	the	DET
dem-18608	39	10	level	level	NOUN
dem-18608	39	11	of	of	ADP
dem-18608	39	12	returns	return	NOUN
dem-18608	39	13	on	on	ADP
dem-18608	39	14	financial	financial	ADJ
dem-18608	39	15	assets	asset	NOUN
dem-18608	39	16	depending	depend	VERB
dem-18608	39	17	on	on	ADP
dem-18608	39	18	the	the	DET
dem-18608	39	19	day	day	NOUN
dem-18608	39	20	of	of	ADP
dem-18608	39	21	the	the	DET
dem-18608	39	22	week	week	NOUN
dem-18608	39	23	(	(	PUNCT
dem-18608	39	24	most	most	ADV
dem-18608	39	25	often	often	ADV
dem-18608	39	26	fiveday	fiveday	ADJ
dem-18608	39	27	week	week	NOUN
dem-18608	39	28	is	be	AUX
dem-18608	39	29	considered	consider	VERB
dem-18608	39	30	,	,	PUNCT
dem-18608	39	31	however	however	ADV
dem-18608	39	32	,	,	PUNCT
dem-18608	39	33	there	there	PRON
dem-18608	39	34	are	be	VERB
dem-18608	39	35	some	some	DET
dem-18608	39	36	assets	asset	NOUN
dem-18608	39	37	listed	list	VERB
dem-18608	39	38	in	in	ADP
dem-18608	39	39	the	the	DET
dem-18608	39	40	seven	seven	NUM
dem-18608	39	41	-	-	PUNCT
dem-18608	39	42	day	day	NOUN
dem-18608	39	43	trading	trading	NOUN
dem-18608	39	44	system	system	NOUN
dem-18608	39	45	(	(	PUNCT
dem-18608	39	46	e.g.	e.g.	ADV
dem-18608	39	47	the	the	DET
dem-18608	39	48	returns	return	NOUN
dem-18608	39	49	of	of	ADP
dem-18608	39	50	electricity	electricity	NOUN
dem-18608	39	51	prices	price	NOUN
dem-18608	39	52	(	(	PUNCT
dem-18608	39	53	ganczarek	ganczarek	NOUN
dem-18608	39	54	-	-	PUNCT
dem-18608	39	55	gamrot	gamrot	NOUN
dem-18608	39	56	,	,	PUNCT
dem-18608	39	57	2013	2013	NUM
dem-18608	39	58	)	)	PUNCT
dem-18608	39	59	)	)	PUNCT
dem-18608	39	60	.	.	PUNCT
dem-18608	40	1	the	the	DET
dem-18608	40	2	phenomenon	phenomenon	NOUN
dem-18608	40	3	of	of	ADP
dem-18608	40	4	volatility	volatility	NOUN
dem-18608	40	5	in	in	ADP
dem-18608	40	6	daily	daily	ADJ
dem-18608	40	7	returns	return	NOUN
dem-18608	40	8	during	during	ADP
dem-18608	40	9	a	a	DET
dem-18608	40	10	week	week	NOUN
dem-18608	40	11	is	be	AUX
dem-18608	40	12	the	the	DET
dem-18608	40	13	problem	problem	NOUN
dem-18608	40	14	analyzed	analyze	VERB
dem-18608	40	15	not	not	PART
dem-18608	40	16	only	only	ADV
dem-18608	40	17	by	by	ADP
dem-18608	40	18	practitioners	practitioner	NOUN
dem-18608	40	19	but	but	CCONJ
dem-18608	40	20	also	also	ADV
dem-18608	40	21	by	by	ADP
dem-18608	40	22	scientists	scientist	NOUN
dem-18608	40	23	.	.	PUNCT
dem-18608	41	1	k.	k.	PROPN
dem-18608	41	2	french	french	PROPN
dem-18608	41	3	(	(	PUNCT
dem-18608	41	4	1980	1980	NUM
dem-18608	41	5	)	)	PUNCT
dem-18608	41	6	,	,	PUNCT
dem-18608	41	7	while	while	SCONJ
dem-18608	41	8	analyzing	analyze	VERB
dem-18608	41	9	the	the	DET
dem-18608	41	10	u.s	u.s	PROPN
dem-18608	41	11	.	.	PROPN
dem-18608	41	12	market	market	NOUN
dem-18608	41	13	,	,	PUNCT
dem-18608	41	14	observed	observe	VERB
dem-18608	41	15	high	high	ADJ
dem-18608	41	16	,	,	PUNCT
dem-18608	41	17	statistically	statistically	ADV
dem-18608	41	18	significant	significant	ADJ
dem-18608	41	19	volatility	volatility	NOUN
dem-18608	41	20	in	in	ADP
dem-18608	41	21	stocks	stock	NOUN
dem-18608	41	22	returns	return	NOUN
dem-18608	41	23	.	.	PUNCT
dem-18608	42	1	in	in	ADP
dem-18608	42	2	his	his	PRON
dem-18608	42	3	research	research	NOUN
dem-18608	42	4	he	he	PRON
dem-18608	42	5	showed	show	VERB
dem-18608	42	6	that	that	SCONJ
dem-18608	42	7	the	the	DET
dem-18608	42	8	returns	return	NOUN
dem-18608	42	9	realized	realize	VERB
dem-18608	42	10	on	on	ADP
dem-18608	42	11	friday	friday	PROPN
dem-18608	42	12	were	be	AUX
dem-18608	42	13	significantly	significantly	ADV
dem-18608	42	14	higher	higher	ADV
dem-18608	42	15	comparing	compare	VERB
dem-18608	42	16	to	to	ADP
dem-18608	42	17	the	the	DET
dem-18608	42	18	other	other	ADJ
dem-18608	42	19	days	day	NOUN
dem-18608	42	20	,	,	PUNCT
dem-18608	42	21	while	while	SCONJ
dem-18608	42	22	the	the	DET
dem-18608	42	23	returns	return	NOUN
dem-18608	42	24	realized	realize	VERB
dem-18608	42	25	on	on	ADP
dem-18608	42	26	monday	monday	PROPN
dem-18608	42	27	–	–	PUNCT
dem-18608	42	28	respectively	respectively	ADV
dem-18608	42	29	lower	low	ADJ
dem-18608	42	30	,	,	PUNCT
dem-18608	42	31	negative	negative	ADJ
dem-18608	42	32	on	on	ADP
dem-18608	42	33	average	average	ADJ
dem-18608	42	34	.	.	PUNCT
dem-18608	43	1	other	other	ADJ
dem-18608	43	2	researchers	researcher	NOUN
dem-18608	43	3	also	also	ADV
dem-18608	43	4	came	come	VERB
dem-18608	43	5	to	to	ADP
dem-18608	43	6	similar	similar	ADJ
dem-18608	43	7	conclusions	conclusion	NOUN
dem-18608	43	8	,	,	PUNCT
dem-18608	43	9	including	include	VERB
dem-18608	43	10	lakonishok	lakonishok	NOUN
dem-18608	43	11	and	and	CCONJ
dem-18608	43	12	smidt	smidt	NOUN
dem-18608	43	13	(	(	PUNCT
dem-18608	43	14	1988	1988	NUM
dem-18608	43	15	)	)	PUNCT
dem-18608	43	16	.	.	PUNCT
dem-18608	44	1	jaffe	jaffe	PROPN
dem-18608	44	2	and	and	CCONJ
dem-18608	44	3	westerfield	westerfield	PROPN
dem-18608	44	4	analyzed	analyze	VERB
dem-18608	44	5	the	the	DET
dem-18608	44	6	capital	capital	NOUN
dem-18608	44	7	markets	market	NOUN
dem-18608	44	8	in	in	ADP
dem-18608	44	9	japan	japan	PROPN
dem-18608	44	10	and	and	CCONJ
dem-18608	44	11	australia	australia	PROPN
dem-18608	44	12	and	and	CCONJ
dem-18608	44	13	they	they	PRON
dem-18608	44	14	observed	observe	VERB
dem-18608	44	15	average	average	ADJ
dem-18608	44	16	negative	negative	ADJ
dem-18608	44	17	,	,	PUNCT
dem-18608	44	18	statistically	statistically	ADV
dem-18608	44	19	significantly	significantly	ADV
dem-18608	44	20	different	different	ADJ
dem-18608	44	21	returns	return	NOUN
dem-18608	44	22	on	on	ADP
dem-18608	44	23	tuesdays	tuesday	NOUN
dem-18608	44	24	comparing	compare	VERB
dem-18608	44	25	with	with	ADP
dem-18608	44	26	other	other	ADJ
dem-18608	44	27	days	day	NOUN
dem-18608	44	28	of	of	ADP
dem-18608	44	29	the	the	DET
dem-18608	44	30	week	week	NOUN
dem-18608	44	31	(	(	PUNCT
dem-18608	44	32	jaffe	jaffe	PROPN
dem-18608	44	33	et	et	PROPN
dem-18608	44	34	al	al	PROPN
dem-18608	44	35	.	.	PROPN
dem-18608	44	36	,	,	PUNCT
dem-18608	44	37	1985	1985	NUM
dem-18608	44	38	)	)	PUNCT
dem-18608	44	39	.	.	PUNCT
dem-18608	45	1	on	on	ADP
dem-18608	45	2	the	the	DET
dem-18608	45	3	polish	polish	ADJ
dem-18608	45	4	capital	capital	NOUN
dem-18608	45	5	market	market	NOUN
dem-18608	45	6	that	that	DET
dem-18608	45	7	kind	kind	NOUN
dem-18608	45	8	of	of	ADP
dem-18608	45	9	research	research	NOUN
dem-18608	45	10	was	be	AUX
dem-18608	45	11	conducted	conduct	VERB
dem-18608	45	12	,	,	PUNCT
dem-18608	45	13	among	among	ADP
dem-18608	45	14	others	other	NOUN
dem-18608	45	15	,	,	PUNCT
dem-18608	45	16	by	by	ADP
dem-18608	45	17	szyszka	szyszka	PROPN
dem-18608	45	18	(	(	PUNCT
dem-18608	45	19	1999	1999	NUM
dem-18608	45	20	)	)	PUNCT
dem-18608	45	21	.	.	PUNCT
dem-18608	46	1	in	in	ADP
dem-18608	46	2	his	his	PRON
dem-18608	46	3	research	research	NOUN
dem-18608	46	4	based	base	VERB
dem-18608	46	5	on	on	ADP
dem-18608	46	6	data	datum	NOUN
dem-18608	46	7	from	from	ADP
dem-18608	46	8	the	the	DET
dem-18608	46	9	warsaw	warsaw	PROPN
dem-18608	46	10	stock	stock	PROPN
dem-18608	46	11	exchange	exchange	PROPN
dem-18608	46	12	,	,	PUNCT
dem-18608	46	13	he	he	PRON
dem-18608	46	14	observed	observe	VERB
dem-18608	46	15	positive	positive	ADJ
dem-18608	46	16	returns	return	NOUN
dem-18608	46	17	on	on	ADP
dem-18608	46	18	mondays	monday	NOUN
dem-18608	46	19	and	and	CCONJ
dem-18608	46	20	negative	negative	ADJ
dem-18608	46	21	on	on	ADP
dem-18608	46	22	tuesdays	tuesday	NOUN
dem-18608	46	23	.	.	PUNCT
dem-18608	47	1	similar	similar	ADJ
dem-18608	47	2	results	result	NOUN
dem-18608	47	3	were	be	AUX
dem-18608	47	4	obtained	obtain	VERB
dem-18608	47	5	by	by	ADP
dem-18608	47	6	landmesser	landmesser	NOUN
dem-18608	47	7	(	(	PUNCT
dem-18608	47	8	2006	2006	NUM
dem-18608	47	9	)	)	PUNCT
dem-18608	47	10	,	,	PUNCT
dem-18608	47	11	witkowska	witkowska	PROPN
dem-18608	47	12	,	,	PUNCT
dem-18608	47	13	kompa	kompa	NOUN
dem-18608	47	14	(	(	PUNCT
dem-18608	47	15	2007	2007	NUM
dem-18608	47	16	)	)	PUNCT
dem-18608	47	17	.	.	PUNCT
dem-18608	48	1	additionally	additionally	ADV
dem-18608	48	2	,	,	PUNCT
dem-18608	48	3	they	they	PRON
dem-18608	48	4	pointed	point	VERB
dem-18608	48	5	out	out	ADP
dem-18608	48	6	positive	positive	ADJ
dem-18608	48	7	returns	return	NOUN
dem-18608	48	8	on	on	ADP
dem-18608	48	9	fridays	friday	NOUN
dem-18608	48	10	.	.	PUNCT
dem-18608	49	1	a	a	DET
dem-18608	49	2	slightly	slightly	ADV
dem-18608	49	3	different	different	ADJ
dem-18608	49	4	study	study	NOUN
dem-18608	49	5	was	be	AUX
dem-18608	49	6	conducted	conduct	VERB
dem-18608	49	7	by	by	ADP
dem-18608	49	8	a	a	DET
dem-18608	49	9	fiszeder	fiszeder	NOUN
dem-18608	49	10	and	and	CCONJ
dem-18608	49	11	kożuchowska	kożuchowska	ADJ
dem-18608	49	12	(	(	PUNCT
dem-18608	49	13	2013	2013	NUM
dem-18608	49	14	)	)	PUNCT
dem-18608	49	15	.	.	PUNCT
dem-18608	50	1	they	they	PRON
dem-18608	50	2	studied	study	VERB
dem-18608	50	3	anomalies	anomaly	NOUN
dem-18608	50	4	of	of	ADP
dem-18608	50	5	indices	index	NOUN
dem-18608	50	6	wig	wig	NOUN
dem-18608	50	7	and	and	CCONJ
dem-18608	50	8	wig20	wig20	PROPN
dem-18608	50	9	.	.	PUNCT
dem-18608	51	1	the	the	DET
dem-18608	51	2	obtained	obtain	VERB
dem-18608	51	3	results	result	NOUN
dem-18608	51	4	indicating	indicate	VERB
dem-18608	51	5	the	the	DET
dem-18608	51	6	turn	turn	NOUN
dem-18608	51	7	of	of	ADP
dem-18608	51	8	the	the	DET
dem-18608	51	9	month	month	NOUN
dem-18608	51	10	effect	effect	NOUN
dem-18608	51	11	,	,	PUNCT
dem-18608	51	12	no	no	DET
dem-18608	51	13	seasonal	seasonal	ADJ
dem-18608	51	14	and	and	CCONJ
dem-18608	51	15	mild	mild	ADJ
dem-18608	51	16	disturbances	disturbance	NOUN
dem-18608	51	17	during	during	ADP
dem-18608	51	18	the	the	DET
dem-18608	51	19	week	week	NOUN
dem-18608	51	20	.	.	PUNCT
dem-18608	52	1	when	when	SCONJ
dem-18608	52	2	analyzing	analyze	VERB
dem-18608	52	3	the	the	DET
dem-18608	52	4	precious	precious	ADJ
dem-18608	52	5	metals	metal	NOUN
dem-18608	52	6	market	market	NOUN
dem-18608	52	7	,	,	PUNCT
dem-18608	52	8	there	there	PRON
dem-18608	52	9	is	be	VERB
dem-18608	52	10	few	few	ADJ
dem-18608	52	11	papers	paper	NOUN
dem-18608	52	12	in	in	ADP
dem-18608	52	13	which	which	PRON
dem-18608	52	14	the	the	DET
dem-18608	52	15	issue	issue	NOUN
dem-18608	52	16	of	of	ADP
dem-18608	52	17	seasonality	seasonality	NOUN
dem-18608	52	18	in	in	ADP
dem-18608	52	19	the	the	DET
dem-18608	52	20	context	context	NOUN
dem-18608	52	21	of	of	ADP
dem-18608	52	22	anomalies	anomaly	NOUN
dem-18608	52	23	would	would	AUX
dem-18608	52	24	be	be	AUX
dem-18608	52	25	discussed	discuss	VERB
dem-18608	52	26	.	.	PUNCT
dem-18608	53	1	ma	ma	PROPN
dem-18608	53	2	(	(	PUNCT
dem-18608	53	3	1986	1986	NUM
dem-18608	53	4	)	)	PUNCT
dem-18608	53	5	in	in	ADP
dem-18608	53	6	his	his	PRON
dem-18608	53	7	research	research	NOUN
dem-18608	53	8	showed	show	VERB
dem-18608	53	9	positive	positive	ADJ
dem-18608	53	10	returns	return	NOUN
dem-18608	53	11	on	on	ADP
dem-18608	53	12	fridays	friday	NOUN
dem-18608	53	13	and	and	CCONJ
dem-18608	53	14	negative	negative	ADJ
dem-18608	53	15	mondays	monday	NOUN
dem-18608	53	16	for	for	ADP
dem-18608	53	17	gold	gold	NOUN
dem-18608	53	18	.	.	PUNCT
dem-18608	54	1	more	more	ADJ
dem-18608	54	2	recent	recent	ADJ
dem-18608	54	3	studies	study	NOUN
dem-18608	54	4	,	,	PUNCT
dem-18608	54	5	taking	take	VERB
dem-18608	54	6	into	into	ADP
dem-18608	54	7	account	account	NOUN
dem-18608	54	8	the	the	DET
dem-18608	54	9	last	last	ADJ
dem-18608	54	10	30	30	NUM
dem-18608	54	11	years	year	NOUN
dem-18608	54	12	,	,	PUNCT
dem-18608	54	13	result	result	VERB
dem-18608	54	14	in	in	ADP
dem-18608	54	15	slightly	slightly	ADV
dem-18608	54	16	different	different	ADJ
dem-18608	54	17	conclusions	conclusion	NOUN
dem-18608	54	18	.	.	PUNCT
dem-18608	55	1	aksoy	aksoy	NOUN
dem-18608	55	2	(	(	PUNCT
dem-18608	55	3	2013	2013	NUM
dem-18608	55	4	)	)	PUNCT
dem-18608	55	5	observed	observe	VERB
dem-18608	55	6	negative	negative	ADJ
dem-18608	55	7	returns	return	NOUN
dem-18608	55	8	form	form	VERB
dem-18608	55	9	gold	gold	NOUN
dem-18608	55	10	on	on	ADP
dem-18608	55	11	mondays	monday	NOUN
dem-18608	55	12	and	and	CCONJ
dem-18608	55	13	fridays	friday	NOUN
dem-18608	55	14	on	on	ADP
dem-18608	55	15	istanbul	istanbul	PROPN
dem-18608	55	16	gold	gold	PROPN
dem-18608	55	17	exchange	exchange	NOUN
dem-18608	55	18	.	.	PUNCT
dem-18608	56	1	arora	arora	PROPN
dem-18608	56	2	et	et	PROPN
dem-18608	56	3	al	al	PROPN
dem-18608	56	4	.	.	PROPN
dem-18608	57	1	(	(	PUNCT
dem-18608	57	2	2013	2013	NUM
dem-18608	57	3	)	)	PUNCT
dem-18608	57	4	discovered	discover	VERB
dem-18608	57	5	positive	positive	ADJ
dem-18608	57	6	,	,	PUNCT
dem-18608	57	7	statistically	statistically	ADV
dem-18608	57	8	significant	significant	ADJ
dem-18608	57	9	returns	return	NOUN
dem-18608	57	10	on	on	ADP
dem-18608	57	11	tuesdays	tuesday	NOUN
dem-18608	57	12	and	and	CCONJ
dem-18608	57	13	fridays	friday	NOUN
dem-18608	57	14	.	.	PUNCT
dem-18608	58	1	in	in	ADP
dem-18608	58	2	research	research	NOUN
dem-18608	58	3	of	of	ADP
dem-18608	58	4	kohli	kohli	PROPN
dem-18608	58	5	(	(	PUNCT
dem-18608	58	6	2012	2012	NUM
dem-18608	58	7	)	)	PUNCT
dem-18608	58	8	the	the	DET
dem-18608	58	9	positive	positive	ADJ
dem-18608	58	10	returns	return	NOUN
dem-18608	58	11	on	on	ADP
dem-18608	58	12	fridays	friday	NOUN
dem-18608	58	13	and	and	CCONJ
dem-18608	58	14	wednesdays	wednesday	NOUN
dem-18608	58	15	for	for	ADP
dem-18608	58	16	gold	gold	NOUN
dem-18608	58	17	and	and	CCONJ
dem-18608	58	18	positive	positive	ADJ
dem-18608	58	19	returns	return	NOUN
dem-18608	58	20	on	on	ADP
dem-18608	58	21	wednesdays	wednesday	NOUN
dem-18608	58	22	for	for	ADP
dem-18608	58	23	silver	silver	NOUN
dem-18608	58	24	were	be	AUX
dem-18608	58	25	detected	detect	VERB
dem-18608	58	26	.	.	PUNCT
dem-18608	59	1	dominik	dominik	PROPN
dem-18608	59	2	krężołek	krężołek	PROPN
dem-18608	59	3	dynamic	dynamic	ADJ
dem-18608	59	4	econometric	econometric	ADJ
dem-18608	59	5	models	model	NOUN
dem-18608	59	6	18	18	NUM
dem-18608	59	7	(	(	PUNCT
dem-18608	59	8	2018	2018	NUM
dem-18608	59	9	)	)	PUNCT
dem-18608	59	10	81–97	81–97	NUM
dem-18608	59	11	84	84	NUM
dem-18608	59	12	the	the	DET
dem-18608	59	13	use	use	NOUN
dem-18608	59	14	of	of	ADP
dem-18608	59	15	appropriate	appropriate	ADJ
dem-18608	59	16	statistical	statistical	ADJ
dem-18608	59	17	tools	tool	NOUN
dem-18608	59	18	allows	allow	VERB
dem-18608	59	19	to	to	PART
dem-18608	59	20	create	create	VERB
dem-18608	59	21	models	model	NOUN
dem-18608	59	22	that	that	PRON
dem-18608	59	23	adequately	adequately	ADV
dem-18608	59	24	reflect	reflect	VERB
dem-18608	59	25	such	such	ADJ
dem-18608	59	26	kind	kind	NOUN
dem-18608	59	27	of	of	ADP
dem-18608	59	28	seasonality	seasonality	NOUN
dem-18608	59	29	.	.	PUNCT
dem-18608	60	1	the	the	DET
dem-18608	60	2	results	result	NOUN
dem-18608	60	3	will	will	AUX
dem-18608	60	4	allow	allow	VERB
dem-18608	60	5	to	to	PART
dem-18608	60	6	effectively	effectively	ADV
dem-18608	60	7	forecast	forecast	VERB
dem-18608	60	8	level	level	NOUN
dem-18608	60	9	of	of	ADP
dem-18608	60	10	returns	return	NOUN
dem-18608	60	11	or	or	CCONJ
dem-18608	60	12	prices	price	NOUN
dem-18608	60	13	in	in	ADP
dem-18608	60	14	economic	economic	ADJ
dem-18608	60	15	(	(	PUNCT
dem-18608	60	16	financial	financial	ADJ
dem-18608	60	17	)	)	PUNCT
dem-18608	60	18	time	time	NOUN
dem-18608	60	19	series	series	NOUN
dem-18608	60	20	.	.	PUNCT
dem-18608	61	1	2	2	X
dem-18608	61	2	.	.	X
dem-18608	61	3	methodology	methodology	NOUN
dem-18608	61	4	and	and	CCONJ
dem-18608	61	5	statistical	statistical	ADJ
dem-18608	61	6	tools	tool	NOUN
dem-18608	61	7	based	base	VERB
dem-18608	61	8	on	on	ADP
dem-18608	61	9	the	the	DET
dem-18608	61	10	regressive	regressive	ADJ
dem-18608	61	11	approach	approach	NOUN
dem-18608	61	12	,	,	PUNCT
dem-18608	61	13	the	the	DET
dem-18608	61	14	model	model	NOUN
dem-18608	61	15	describing	describe	VERB
dem-18608	61	16	the	the	DET
dem-18608	61	17	seasonality	seasonality	NOUN
dem-18608	61	18	of	of	ADP
dem-18608	61	19	the	the	DET
dem-18608	61	20	returns	return	NOUN
dem-18608	61	21	,	,	PUNCT
dem-18608	61	22	taking	take	VERB
dem-18608	61	23	into	into	ADP
dem-18608	61	24	account	account	NOUN
dem-18608	61	25	different	different	ADJ
dem-18608	61	26	days	day	NOUN
dem-18608	61	27	of	of	ADP
dem-18608	61	28	the	the	DET
dem-18608	61	29	week	week	NOUN
dem-18608	61	30	,	,	PUNCT
dem-18608	61	31	can	can	AUX
dem-18608	61	32	be	be	AUX
dem-18608	61	33	written	write	VERB
dem-18608	61	34	in	in	ADP
dem-18608	61	35	the	the	DET
dem-18608	61	36	following	following	ADJ
dem-18608	61	37	way	way	NOUN
dem-18608	61	38	:	:	PUNCT
dem-18608	61	39	𝑟	𝑟	X
dem-18608	61	40	"	"	PUNCT
dem-18608	61	41	=	=	SYM
dem-18608	61	42	∑	∑	PUNCT
dem-18608	61	43	𝜔&𝑑	𝜔&𝑑	PROPN
dem-18608	61	44	&	&	CCONJ
dem-18608	61	45	"	"	PUNCT
dem-18608	61	46	(	(	PUNCT
dem-18608	61	47	&	&	CCONJ
dem-18608	61	48	)	)	PUNCT
dem-18608	61	49	*	*	PUNCT
dem-18608	62	1	+	+	PUNCT
dem-18608	62	2	𝜀	𝜀	X
dem-18608	62	3	"	"	PUNCT
dem-18608	62	4	(	(	PUNCT
dem-18608	62	5	1	1	NUM
dem-18608	62	6	)	)	PUNCT
dem-18608	62	7	where	where	SCONJ
dem-18608	62	8	𝑟	𝑟	X
dem-18608	62	9	"	"	PUNCT
dem-18608	62	10	is	be	AUX
dem-18608	62	11	the	the	DET
dem-18608	62	12	return	return	NOUN
dem-18608	62	13	on	on	ADP
dem-18608	62	14	the	the	DET
dem-18608	62	15	asset	asset	NOUN
dem-18608	62	16	at	at	ADP
dem-18608	62	17	the	the	DET
dem-18608	62	18	moment	moment	NOUN
dem-18608	62	19	𝑡	𝑡	NOUN
dem-18608	62	20	,	,	PUNCT
dem-18608	62	21	while	while	SCONJ
dem-18608	62	22	𝑑	𝑑	PROPN
dem-18608	62	23	&	&	CCONJ
dem-18608	62	24	"	"	PUNCT
dem-18608	62	25	is	be	AUX
dem-18608	62	26	the	the	DET
dem-18608	62	27	binary	binary	ADJ
dem-18608	62	28	variable	variable	NOUN
dem-18608	62	29	representing	represent	VERB
dem-18608	62	30	the	the	PRON
dem-18608	62	31	𝑘	𝑘	PRON
dem-18608	62	32	−	−	NOUN
dem-18608	62	33	𝑡ℎ	𝑡ℎ	NOUN
dem-18608	62	34	day	day	NOUN
dem-18608	62	35	of	of	ADP
dem-18608	62	36	the	the	DET
dem-18608	62	37	week	week	NOUN
dem-18608	62	38	.	.	PUNCT
dem-18608	63	1	to	to	PART
dem-18608	63	2	describe	describe	VERB
dem-18608	63	3	volatility	volatility	NOUN
dem-18608	63	4	on	on	ADP
dem-18608	63	5	financial	financial	ADJ
dem-18608	63	6	time	time	NOUN
dem-18608	63	7	series	series	PROPN
dem-18608	63	8	one	one	NUM
dem-18608	63	9	of	of	ADP
dem-18608	63	10	the	the	DET
dem-18608	63	11	most	most	ADV
dem-18608	63	12	popular	popular	ADJ
dem-18608	63	13	model	model	NOUN
dem-18608	63	14	is	be	AUX
dem-18608	63	15	the	the	DET
dem-18608	63	16	one	one	NOUN
dem-18608	63	17	proposed	propose	VERB
dem-18608	63	18	by	by	ADP
dem-18608	63	19	engle	engle	PROPN
dem-18608	63	20	(	(	PUNCT
dem-18608	63	21	1982	1982	NUM
dem-18608	63	22	)	)	PUNCT
dem-18608	63	23	–	–	PUNCT
dem-18608	63	24	the	the	DET
dem-18608	63	25	arch	arch	ADJ
dem-18608	63	26	model	model	NOUN
dem-18608	63	27	extended	extend	VERB
dem-18608	63	28	by	by	ADP
dem-18608	63	29	bollerslev	bollerslev	ADJ
dem-18608	63	30	(	(	PUNCT
dem-18608	63	31	1986	1986	NUM
dem-18608	63	32	)	)	PUNCT
dem-18608	63	33	into	into	ADP
dem-18608	63	34	the	the	DET
dem-18608	63	35	garch	garch	NOUN
dem-18608	63	36	model	model	NOUN
dem-18608	63	37	.	.	PUNCT
dem-18608	64	1	one	one	NUM
dem-18608	64	2	of	of	ADP
dem-18608	64	3	the	the	DET
dem-18608	64	4	main	main	ADJ
dem-18608	64	5	assumptions	assumption	NOUN
dem-18608	64	6	of	of	ADP
dem-18608	64	7	arch	arch	ADJ
dem-18608	64	8	model	model	NOUN
dem-18608	64	9	is	be	AUX
dem-18608	64	10	the	the	DET
dem-18608	64	11	time	time	NOUN
dem-18608	64	12	-	-	PUNCT
dem-18608	64	13	independence	independence	NOUN
dem-18608	64	14	of	of	ADP
dem-18608	64	15	returns	return	NOUN
dem-18608	64	16	.	.	PUNCT
dem-18608	65	1	the	the	DET
dem-18608	65	2	expected	expect	VERB
dem-18608	65	3	return	return	NOUN
dem-18608	65	4	and	and	CCONJ
dem-18608	65	5	variance	variance	NOUN
dem-18608	65	6	can	can	AUX
dem-18608	65	7	be	be	AUX
dem-18608	65	8	described	describe	VERB
dem-18608	65	9	by	by	ADP
dem-18608	65	10	historical	historical	ADJ
dem-18608	65	11	information	information	NOUN
dem-18608	65	12	and	and	CCONJ
dem-18608	65	13	presented	present	VERB
dem-18608	65	14	by	by	ADP
dem-18608	65	15	formulas	formula	NOUN
dem-18608	65	16	:	:	PUNCT
dem-18608	65	17	𝜇	𝜇	X
dem-18608	65	18	"	"	PUNCT
dem-18608	65	19	=	=	PUNCT
dem-18608	65	20	𝐸(𝑟"|𝐼"6	𝐸(𝑟"|𝐼"6	NOUN
dem-18608	65	21	*	*	NOUN
dem-18608	65	22	)	)	PUNCT
dem-18608	65	23	(	(	PUNCT
dem-18608	65	24	2	2	X
dem-18608	65	25	)	)	PUNCT
dem-18608	65	26	𝜎"9	𝜎"9	NOUN
dem-18608	65	27	=	=	PUNCT
dem-18608	65	28	𝜎9(𝑟"|𝐼"6	𝜎9(𝑟"|𝐼"6	PROPN
dem-18608	65	29	*	*	X
dem-18608	65	30	)	)	PUNCT
dem-18608	65	31	(	(	PUNCT
dem-18608	65	32	3	3	X
dem-18608	65	33	)	)	PUNCT
dem-18608	66	1	where	where	SCONJ
dem-18608	66	2	𝜇	𝜇	ADP
dem-18608	66	3	"	"	PUNCT
dem-18608	66	4	and	and	CCONJ
dem-18608	66	5	𝜎"9	𝜎"9	VERB
dem-18608	66	6	define	define	VERB
dem-18608	66	7	conditional	conditional	ADJ
dem-18608	66	8	expected	expect	VERB
dem-18608	66	9	return	return	NOUN
dem-18608	66	10	and	and	CCONJ
dem-18608	66	11	conditional	conditional	ADJ
dem-18608	66	12	variance	variance	NOUN
dem-18608	66	13	in	in	ADP
dem-18608	66	14	time	time	NOUN
dem-18608	66	15	𝑡	𝑡	PROPN
dem-18608	66	16	,	,	PUNCT
dem-18608	66	17	whereas	whereas	SCONJ
dem-18608	66	18	𝐼"6	𝐼"6	NOUN
dem-18608	66	19	*	*	PUNCT
dem-18608	66	20	defines	define	VERB
dem-18608	66	21	the	the	DET
dem-18608	66	22	information	information	NOUN
dem-18608	66	23	set	set	VERB
dem-18608	66	24	available	available	ADJ
dem-18608	66	25	in	in	ADP
dem-18608	66	26	time	time	NOUN
dem-18608	66	27	𝑡	𝑡	X
dem-18608	66	28	−	−	PROPN
dem-18608	66	29	1	1	NUM
dem-18608	66	30	.	.	PUNCT
dem-18608	67	1	the	the	DET
dem-18608	67	2	garch(𝑚	garch(𝑚	PROPN
dem-18608	67	3	,	,	PUNCT
dem-18608	67	4	𝑠	𝑠	NOUN
dem-18608	67	5	)	)	PUNCT
dem-18608	67	6	model	model	NOUN
dem-18608	67	7	of	of	ADP
dem-18608	67	8	bollerslev	bollerslev	NOUN
dem-18608	67	9	can	can	AUX
dem-18608	67	10	be	be	AUX
dem-18608	67	11	described	describe	VERB
dem-18608	67	12	using	use	VERB
dem-18608	67	13	formulas	formula	NOUN
dem-18608	67	14	(	(	PUNCT
dem-18608	67	15	tsay	tsay	PROPN
dem-18608	67	16	,	,	PUNCT
dem-18608	67	17	2005	2005	NUM
dem-18608	67	18	):	):	PUNCT
dem-18608	67	19	𝑟	𝑟	X
dem-18608	67	20	"	"	PUNCT
dem-18608	67	21	−	−	PRON
dem-18608	67	22	𝜇	𝜇	ADP
dem-18608	67	23	"	"	PUNCT
dem-18608	67	24	=	=	SYM
dem-18608	67	25	𝑎	𝑎	NOUN
dem-18608	67	26	"	"	PUNCT
dem-18608	67	27	=	=	SYM
dem-18608	67	28	𝜎"𝜀	𝜎"𝜀	PROPN
dem-18608	67	29	"	"	PUNCT
dem-18608	67	30	(	(	PUNCT
dem-18608	67	31	4	4	NUM
dem-18608	67	32	)	)	PUNCT
dem-18608	67	33	𝜎"9	𝜎"9	NOUN
dem-18608	67	34	=	=	PUNCT
dem-18608	67	35	𝛼@	𝛼@	PROPN
dem-18608	67	36	+	+	CCONJ
dem-18608	67	37	∑	∑	PROPN
dem-18608	67	38	𝛼a𝑎"6a9b	𝛼a𝑎"6a9b	PROPN
dem-18608	67	39	a	a	PRON
dem-18608	67	40	)	)	PUNCT
dem-18608	67	41	*	*	PUNCT
dem-18608	68	1	+	+	CCONJ
dem-18608	68	2	∑	∑	PROPN
dem-18608	68	3	𝛽d𝜎"6d9e	𝛽d𝜎"6d9e	PROPN
dem-18608	68	4	d	d	PROPN
dem-18608	68	5	)	)	PUNCT
dem-18608	68	6	*	*	PUNCT
dem-18608	68	7	(	(	PUNCT
dem-18608	68	8	5	5	NUM
dem-18608	68	9	)	)	PUNCT
dem-18608	68	10	where	where	SCONJ
dem-18608	68	11	𝛼@	𝛼@	AUX
dem-18608	68	12	>	>	X
dem-18608	68	13	0	0	X
dem-18608	68	14	.	.	PUNCT
dem-18608	69	1	𝛼a	𝛼a	PROPN
dem-18608	69	2	≥	≥	NOUN
dem-18608	69	3	0	0	NUM
dem-18608	69	4	for	for	ADP
dem-18608	69	5	𝑖	𝑖	X
dem-18608	69	6	>	>	X
dem-18608	69	7	0	0	X
dem-18608	69	8	.	.	PUNCT
dem-18608	70	1	𝛽d	𝛽d	PROPN
dem-18608	70	2	≥	≥	NOUN
dem-18608	70	3	0	0	NUM
dem-18608	70	4	and	and	CCONJ
dem-18608	70	5	∑	∑	ADP
dem-18608	70	6	(	(	PUNCT
dem-18608	70	7	𝛼a	𝛼a	PROPN
dem-18608	70	8	+	+	CCONJ
dem-18608	70	9	𝛽a	𝛽a	PROPN
dem-18608	70	10	)	)	PUNCT
dem-18608	70	11	bkl(b	bkl(b	PROPN
dem-18608	70	12	,	,	PUNCT
dem-18608	70	13	e	e	NOUN
dem-18608	70	14	)	)	PUNCT
dem-18608	70	15	a	a	X
dem-18608	70	16	)	)	PUNCT
dem-18608	70	17	*	*	PUNCT
dem-18608	70	18	<	<	X
dem-18608	70	19	1	1	X
dem-18608	70	20	.	.	PUNCT
dem-18608	71	1	the	the	DET
dem-18608	71	2	family	family	NOUN
dem-18608	71	3	of	of	ADP
dem-18608	71	4	garch	garch	NOUN
dem-18608	71	5	models	model	NOUN
dem-18608	71	6	is	be	AUX
dem-18608	71	7	comprehensively	comprehensively	ADV
dem-18608	71	8	described	describe	VERB
dem-18608	71	9	in	in	ADP
dem-18608	71	10	the	the	DET
dem-18608	71	11	literature	literature	NOUN
dem-18608	71	12	where	where	SCONJ
dem-18608	71	13	many	many	ADJ
dem-18608	71	14	interesting	interesting	ADJ
dem-18608	71	15	properties	property	NOUN
dem-18608	71	16	are	be	AUX
dem-18608	71	17	highlighted	highlight	VERB
dem-18608	71	18	,	,	PUNCT
dem-18608	71	19	i.e.	i.e.	X
dem-18608	71	20	the	the	DET
dem-18608	71	21	ability	ability	NOUN
dem-18608	71	22	of	of	ADP
dem-18608	71	23	modelling	model	VERB
dem-18608	71	24	heavy	heavy	ADJ
dem-18608	71	25	-	-	PUNCT
dem-18608	71	26	tailed	tail	VERB
dem-18608	71	27	distribution	distribution	NOUN
dem-18608	71	28	.	.	PUNCT
dem-18608	72	1	the	the	DET
dem-18608	72	2	main	main	ADJ
dem-18608	72	3	disadvantage	disadvantage	NOUN
dem-18608	72	4	of	of	ADP
dem-18608	72	5	garch	garch	NOUN
dem-18608	72	6	models	model	NOUN
dem-18608	72	7	is	be	AUX
dem-18608	72	8	that	that	PRON
dem-18608	72	9	do	do	AUX
dem-18608	72	10	not	not	PART
dem-18608	72	11	describe	describe	VERB
dem-18608	72	12	asymmetry	asymmetry	NOUN
dem-18608	72	13	observed	observe	VERB
dem-18608	72	14	in	in	ADP
dem-18608	72	15	the	the	DET
dem-18608	72	16	and	and	CCONJ
dem-18608	72	17	neither	neither	CCONJ
dem-18608	72	18	both	both	PRON
dem-18608	72	19	leverage	leverage	NOUN
dem-18608	72	20	and	and	CCONJ
dem-18608	72	21	long	long	ADJ
dem-18608	72	22	-	-	PUNCT
dem-18608	72	23	memory	memory	NOUN
dem-18608	72	24	effects	effect	NOUN
dem-18608	72	25	.	.	PUNCT
dem-18608	73	1	to	to	PART
dem-18608	73	2	solve	solve	VERB
dem-18608	73	3	this	this	DET
dem-18608	73	4	problems	problem	NOUN
dem-18608	73	5	ding	de	VERB
dem-18608	73	6	et	et	PROPN
dem-18608	73	7	al	al	PROPN
dem-18608	73	8	.	.	PUNCT
dem-18608	74	1	(	(	PUNCT
dem-18608	74	2	1993	1993	NUM
dem-18608	74	3	)	)	PUNCT
dem-18608	74	4	proposed	propose	VERB
dem-18608	74	5	new	new	ADJ
dem-18608	74	6	family	family	NOUN
dem-18608	74	7	of	of	ADP
dem-18608	74	8	models	model	NOUN
dem-18608	74	9	describing	describe	VERB
dem-18608	74	10	these	these	DET
dem-18608	74	11	stylized	stylize	VERB
dem-18608	74	12	facts	fact	NOUN
dem-18608	74	13	observed	observe	VERB
dem-18608	74	14	in	in	ADP
dem-18608	74	15	financial	financial	ADJ
dem-18608	74	16	time	time	NOUN
dem-18608	74	17	series	series	NOUN
dem-18608	74	18	–	–	PUNCT
dem-18608	74	19	the	the	DET
dem-18608	74	20	class	class	NOUN
dem-18608	74	21	of	of	ADP
dem-18608	74	22	aparch	aparch	NOUN
dem-18608	74	23	(	(	PUNCT
dem-18608	74	24	asymmetric	asymmetric	ADJ
dem-18608	74	25	power	power	NOUN
dem-18608	74	26	arch	arch	NOUN
dem-18608	74	27	)	)	PUNCT
dem-18608	74	28	models	model	NOUN
dem-18608	74	29	.	.	PUNCT
dem-18608	75	1	mathematical	mathematical	ADJ
dem-18608	75	2	formula	formula	NOUN
dem-18608	75	3	takes	take	VERB
dem-18608	75	4	a	a	DET
dem-18608	75	5	form	form	NOUN
dem-18608	75	6	(	(	PUNCT
dem-18608	75	7	karanasos	karanasos	NOUN
dem-18608	75	8	et	et	PROPN
dem-18608	75	9	al	al	PROPN
dem-18608	75	10	.	.	PROPN
dem-18608	75	11	,	,	PUNCT
dem-18608	75	12	2006	2006	NUM
dem-18608	75	13	):	):	PUNCT
dem-18608	75	14	𝜎"n	𝜎"n	PROPN
dem-18608	75	15	=	=	SYM
dem-18608	75	16	𝛼@	𝛼@	PROPN
dem-18608	75	17	+	+	CCONJ
dem-18608	76	1	∑	∑	ADV
dem-18608	76	2	𝛼a(|𝑎"6a|	𝛼a(|𝑎"6a|	PROPN
dem-18608	76	3	−	−	PROPN
dem-18608	76	4	𝛾a𝑎"6a)n	𝛾a𝑎"6a)n	PROPN
dem-18608	76	5	p	p	PROPN
dem-18608	76	6	a	a	NOUN
dem-18608	76	7	)	)	PUNCT
dem-18608	76	8	*	*	PUNCT
dem-18608	77	1	+	+	CCONJ
dem-18608	77	2	∑	∑	PROPN
dem-18608	77	3	𝛽d𝜎"6dnq	𝛽d𝜎"6dnq	PROPN
dem-18608	77	4	d	d	NOUN
dem-18608	77	5	)	)	PUNCT
dem-18608	77	6	*	*	PUNCT
dem-18608	77	7	(	(	PUNCT
dem-18608	77	8	6	6	NUM
dem-18608	77	9	)	)	PUNCT
dem-18608	77	10	testing	testing	NOUN
dem-18608	77	11	day	day	NOUN
dem-18608	77	12	of	of	ADP
dem-18608	77	13	the	the	DET
dem-18608	77	14	week	week	NOUN
dem-18608	77	15	effect	effect	NOUN
dem-18608	77	16	on	on	ADP
dem-18608	77	17	precious	precious	ADJ
dem-18608	77	18	metals	metal	NOUN
dem-18608	77	19	market	market	NOUN
dem-18608	77	20	dynamic	dynamic	ADJ
dem-18608	77	21	econometric	econometric	ADJ
dem-18608	77	22	models	model	NOUN
dem-18608	77	23	18	18	NUM
dem-18608	77	24	(	(	PUNCT
dem-18608	77	25	2018	2018	NUM
dem-18608	77	26	)	)	PUNCT
dem-18608	77	27	81–97	81–97	NUM
dem-18608	77	28	85	85	NUM
dem-18608	77	29	where	where	SCONJ
dem-18608	77	30	−1	−1	NOUN
dem-18608	77	31	<	<	X
dem-18608	77	32	𝛾a	𝛾a	X
dem-18608	77	33	<	<	X
dem-18608	77	34	1	1	NUM
dem-18608	77	35	and	and	CCONJ
dem-18608	77	36	𝛿	𝛿	X
dem-18608	77	37	>	>	X
dem-18608	77	38	0	0	NUM
dem-18608	77	39	.	.	PUNCT
dem-18608	78	1	the	the	DET
dem-18608	78	2	parameter	parameter	NOUN
dem-18608	78	3	𝛾	𝛾	PROPN
dem-18608	78	4	describes	describe	VERB
dem-18608	78	5	the	the	DET
dem-18608	78	6	leverage	leverage	NOUN
dem-18608	78	7	effect	effect	NOUN
dem-18608	78	8	.	.	PUNCT
dem-18608	79	1	a	a	DET
dem-18608	79	2	positive	positive	ADJ
dem-18608	79	3	value	value	NOUN
dem-18608	79	4	of	of	ADP
dem-18608	79	5	𝛾	𝛾	NOUN
dem-18608	79	6	means	mean	VERB
dem-18608	79	7	that	that	SCONJ
dem-18608	79	8	past	past	ADJ
dem-18608	79	9	negative	negative	ADJ
dem-18608	79	10	shocks	shock	NOUN
dem-18608	79	11	have	have	VERB
dem-18608	79	12	a	a	DET
dem-18608	79	13	deeper	deep	ADJ
dem-18608	79	14	impact	impact	NOUN
dem-18608	79	15	on	on	ADP
dem-18608	79	16	current	current	ADJ
dem-18608	79	17	conditional	conditional	ADJ
dem-18608	79	18	volatility	volatility	NOUN
dem-18608	79	19	than	than	ADP
dem-18608	79	20	past	past	ADP
dem-18608	79	21	positive	positive	ADJ
dem-18608	79	22	shocks	shock	NOUN
dem-18608	79	23	.	.	PUNCT
dem-18608	80	1	a	a	DET
dem-18608	80	2	negative	negative	ADJ
dem-18608	80	3	value	value	NOUN
dem-18608	80	4	means	mean	VERB
dem-18608	80	5	the	the	DET
dem-18608	80	6	opposite	opposite	ADJ
dem-18608	80	7	(	(	PUNCT
dem-18608	80	8	negative	negative	ADJ
dem-18608	80	9	value	value	NOUN
dem-18608	80	10	means	mean	VERB
dem-18608	80	11	that	that	SCONJ
dem-18608	80	12	positive	positive	ADJ
dem-18608	80	13	information	information	NOUN
dem-18608	80	14	has	have	VERB
dem-18608	80	15	stronger	strong	ADJ
dem-18608	80	16	impact	impact	NOUN
dem-18608	80	17	than	than	ADP
dem-18608	80	18	the	the	DET
dem-18608	80	19	negative	negative	ADJ
dem-18608	80	20	information	information	NOUN
dem-18608	80	21	on	on	ADP
dem-18608	80	22	the	the	DET
dem-18608	80	23	price	price	NOUN
dem-18608	80	24	volatility	volatility	NOUN
dem-18608	80	25	)	)	PUNCT
dem-18608	80	26	.	.	PUNCT
dem-18608	81	1	moreover	moreover	ADV
dem-18608	81	2	,	,	PUNCT
dem-18608	81	3	arch	arch	ADJ
dem-18608	81	4	and	and	CCONJ
dem-18608	81	5	garch	garch	NOUN
dem-18608	81	6	models	model	NOUN
dem-18608	81	7	are	be	AUX
dem-18608	81	8	special	special	ADJ
dem-18608	81	9	cases	case	NOUN
dem-18608	81	10	of	of	ADP
dem-18608	81	11	aparch	aparch	NOUN
dem-18608	81	12	(	(	PUNCT
dem-18608	81	13	arch(q	arch(q	NOUN
dem-18608	81	14	)	)	PUNCT
dem-18608	81	15	for	for	ADP
dem-18608	81	16	𝛿	𝛿	ADJ
dem-18608	81	17	=	=	SYM
dem-18608	81	18	2	2	NUM
dem-18608	81	19	,	,	PUNCT
dem-18608	81	20	𝛾a	𝛾a	PRON
dem-18608	81	21	=	=	NOUN
dem-18608	81	22	0	0	X
dem-18608	81	23	.	.	PUNCT
dem-18608	82	1	𝛽a	𝛽a	PROPN
dem-18608	83	1	=	=	NOUN
dem-18608	83	2	0	0	PROPN
dem-18608	83	3	.	.	PUNCT
dem-18608	83	4	garch	garch	NOUN
dem-18608	83	5	(	(	PUNCT
dem-18608	83	6	p	p	X
dem-18608	83	7	,	,	PUNCT
dem-18608	83	8	q	q	NOUN
dem-18608	83	9	)	)	PUNCT
dem-18608	83	10	for	for	ADP
dem-18608	83	11	𝛿	𝛿	ADJ
dem-18608	83	12	=	=	SYM
dem-18608	83	13	2	2	NUM
dem-18608	83	14	,	,	PUNCT
dem-18608	83	15	𝛾a	𝛾a	ADV
dem-18608	83	16	=	=	NOUN
dem-18608	83	17	0	0	NUM
dem-18608	83	18	)	)	PUNCT
dem-18608	83	19	.	.	PUNCT
dem-18608	84	1	the	the	DET
dem-18608	84	2	estimation	estimation	NOUN
dem-18608	84	3	of	of	ADP
dem-18608	84	4	unknown	unknown	ADJ
dem-18608	84	5	parameters	parameter	NOUN
dem-18608	84	6	of	of	ADP
dem-18608	84	7	aparch	aparch	NOUN
dem-18608	84	8	model	model	NOUN
dem-18608	84	9	is	be	AUX
dem-18608	84	10	usually	usually	ADV
dem-18608	84	11	conducted	conduct	VERB
dem-18608	84	12	using	use	VERB
dem-18608	84	13	the	the	DET
dem-18608	84	14	mle	mle	NOUN
dem-18608	84	15	.	.	PUNCT
dem-18608	85	1	in	in	ADP
dem-18608	85	2	this	this	DET
dem-18608	85	3	paper	paper	NOUN
dem-18608	85	4	,	,	PUNCT
dem-18608	85	5	to	to	PART
dem-18608	85	6	model	model	NOUN
dem-18608	85	7	volatility	volatility	NOUN
dem-18608	85	8	,	,	PUNCT
dem-18608	85	9	we	we	PRON
dem-18608	85	10	used	use	VERB
dem-18608	85	11	the	the	DET
dem-18608	85	12	combination	combination	NOUN
dem-18608	85	13	of	of	ADP
dem-18608	85	14	two	two	NUM
dem-18608	85	15	models	model	NOUN
dem-18608	85	16	:	:	PUNCT
dem-18608	85	17	ar	ar	NOUN
dem-18608	85	18	and	and	CCONJ
dem-18608	85	19	garch	garch	NOUN
dem-18608	85	20	(	(	PUNCT
dem-18608	85	21	aparch	aparch	PROPN
dem-18608	85	22	)	)	PUNCT
dem-18608	85	23	.	.	PUNCT
dem-18608	86	1	the	the	DET
dem-18608	86	2	first	first	ADJ
dem-18608	86	3	one	one	NOUN
dem-18608	86	4	represents	represent	VERB
dem-18608	86	5	conditional	conditional	ADJ
dem-18608	86	6	expected	expect	VERB
dem-18608	86	7	return	return	NOUN
dem-18608	86	8	(	(	PUNCT
dem-18608	86	9	with	with	ADP
dem-18608	86	10	a	a	DET
dem-18608	86	11	part	part	NOUN
dem-18608	86	12	related	relate	VERB
dem-18608	86	13	to	to	ADP
dem-18608	86	14	the	the	DET
dem-18608	86	15	seasonality	seasonality	NOUN
dem-18608	86	16	effect	effect	NOUN
dem-18608	86	17	)	)	PUNCT
dem-18608	86	18	whereas	whereas	SCONJ
dem-18608	86	19	the	the	DET
dem-18608	86	20	second	second	ADJ
dem-18608	86	21	one	one	NOUN
dem-18608	86	22	is	be	AUX
dem-18608	86	23	related	relate	VERB
dem-18608	86	24	to	to	ADP
dem-18608	86	25	conditional	conditional	ADJ
dem-18608	86	26	variance	variance	NOUN
dem-18608	86	27	.	.	PUNCT
dem-18608	87	1	therefore	therefore	ADV
dem-18608	87	2	,	,	PUNCT
dem-18608	87	3	we	we	PRON
dem-18608	87	4	can	can	AUX
dem-18608	87	5	write	write	VERB
dem-18608	87	6	the	the	DET
dem-18608	87	7	formulas	formula	NOUN
dem-18608	87	8	for	for	ADP
dem-18608	87	9	ar(m)-garch(p	ar(m)-garch(p	NOUN
dem-18608	87	10	,	,	PUNCT
dem-18608	87	11	q	q	NOUN
dem-18608	87	12	)	)	PUNCT
dem-18608	87	13	and	and	CCONJ
dem-18608	87	14	ar(m)-aparch(p	ar(m)-aparch(p	PROPN
dem-18608	87	15	,	,	PUNCT
dem-18608	87	16	q	q	NOUN
dem-18608	87	17	)	)	PUNCT
dem-18608	87	18	models	model	NOUN
dem-18608	87	19	as	as	ADP
dem-18608	87	20	below	below	ADV
dem-18608	87	21	:	:	PUNCT
dem-18608	87	22	ar	ar	NOUN
dem-18608	87	23	-	-	NOUN
dem-18608	87	24	garch	garch	NOUN
dem-18608	87	25	:	:	PUNCT
dem-18608	87	26	𝑟	𝑟	X
dem-18608	87	27	"	"	PUNCT
dem-18608	87	28	−	−	PROPN
dem-18608	87	29	𝜇	𝜇	ADP
dem-18608	87	30	−	−	NOUN
dem-18608	87	31	∑	∑	PUNCT
dem-18608	87	32	𝜑a𝑟"6ab	𝜑a𝑟"6ab	PROPN
dem-18608	87	33	a	a	PRON
dem-18608	87	34	)	)	PUNCT
dem-18608	87	35	*	*	PUNCT
dem-18608	88	1	−	−	PROPN
dem-18608	88	2	∑	∑	PUNCT
dem-18608	88	3	𝜔&𝑑	𝜔&𝑑	PROPN
dem-18608	88	4	&	&	CCONJ
dem-18608	88	5	"	"	PUNCT
dem-18608	88	6	(	(	PUNCT
dem-18608	88	7	&	&	CCONJ
dem-18608	88	8	)	)	PUNCT
dem-18608	88	9	*	*	PUNCT
dem-18608	89	1	=	=	PUNCT
dem-18608	89	2	𝑎	𝑎	X
dem-18608	89	3	"	"	PUNCT
dem-18608	89	4	=	=	SYM
dem-18608	89	5	𝜎"𝜀	𝜎"𝜀	PROPN
dem-18608	89	6	"	"	PUNCT
dem-18608	89	7	(	(	PUNCT
dem-18608	89	8	7	7	NUM
dem-18608	89	9	)	)	PUNCT
dem-18608	89	10	𝜎"9	𝜎"9	NOUN
dem-18608	89	11	=	=	PUNCT
dem-18608	89	12	𝛼@	𝛼@	PROPN
dem-18608	89	13	+	+	CCONJ
dem-18608	89	14	∑	∑	PROPN
dem-18608	89	15	𝛼a𝑎"6a9p	𝛼a𝑎"6a9p	ADJ
dem-18608	89	16	a	a	NOUN
dem-18608	89	17	)	)	PUNCT
dem-18608	89	18	*	*	PUNCT
dem-18608	90	1	+	+	PUNCT
dem-18608	90	2	∑	∑	PUNCT
dem-18608	90	3	𝛽d𝜎"6d9q	𝛽d𝜎"6d9q	ADJ
dem-18608	90	4	d	d	NOUN
dem-18608	90	5	)	)	PUNCT
dem-18608	90	6	*	*	PUNCT
dem-18608	90	7	(	(	PUNCT
dem-18608	90	8	8)	8)	NUM
dem-18608	90	9	ar	ar	NOUN
dem-18608	90	10	-	-	NOUN
dem-18608	90	11	aparch	aparch	NOUN
dem-18608	90	12	:	:	PUNCT
dem-18608	90	13	𝑟	𝑟	X
dem-18608	90	14	"	"	PUNCT
dem-18608	90	15	−	−	PROPN
dem-18608	90	16	𝜇	𝜇	ADP
dem-18608	90	17	−	−	NOUN
dem-18608	90	18	∑	∑	PUNCT
dem-18608	90	19	𝜑a𝑟"6ab	𝜑a𝑟"6ab	PROPN
dem-18608	90	20	a	a	PRON
dem-18608	90	21	)	)	PUNCT
dem-18608	90	22	*	*	PUNCT
dem-18608	90	23	−	−	PROPN
dem-18608	90	24	∑	∑	PUNCT
dem-18608	90	25	𝜔&𝑑	𝜔&𝑑	PROPN
dem-18608	90	26	&	&	CCONJ
dem-18608	90	27	"	"	PUNCT
dem-18608	90	28	(	(	PUNCT
dem-18608	90	29	&	&	CCONJ
dem-18608	90	30	)	)	PUNCT
dem-18608	90	31	*	*	PUNCT
dem-18608	91	1	=	=	PUNCT
dem-18608	91	2	𝑎	𝑎	X
dem-18608	91	3	"	"	PUNCT
dem-18608	91	4	=	=	SYM
dem-18608	91	5	𝜎"𝜀	𝜎"𝜀	PROPN
dem-18608	91	6	"	"	PUNCT
dem-18608	91	7	(	(	PUNCT
dem-18608	91	8	9	9	NUM
dem-18608	91	9	)	)	PUNCT
dem-18608	91	10	𝜎"n	𝜎"n	NOUN
dem-18608	91	11	=	=	SYM
dem-18608	91	12	𝛼@	𝛼@	PROPN
dem-18608	91	13	+	+	CCONJ
dem-18608	91	14	∑	∑	ADV
dem-18608	91	15	𝛼a(|𝑎"6a|	𝛼a(|𝑎"6a|	PROPN
dem-18608	91	16	−	−	PROPN
dem-18608	92	1	𝛾a𝑎"6a)n	𝛾a𝑎"6a)n	PROPN
dem-18608	92	2	p	p	PROPN
dem-18608	92	3	a	a	NOUN
dem-18608	92	4	)	)	PUNCT
dem-18608	92	5	*	*	PUNCT
dem-18608	93	1	+	+	CCONJ
dem-18608	93	2	∑	∑	PROPN
dem-18608	93	3	𝛽d𝜎"6dnq	𝛽d𝜎"6dnq	PROPN
dem-18608	93	4	d	d	NOUN
dem-18608	93	5	)	)	PUNCT
dem-18608	93	6	*	*	PUNCT
dem-18608	93	7	(	(	PUNCT
dem-18608	93	8	10	10	NUM
dem-18608	93	9	)	)	PUNCT
dem-18608	93	10	where	where	SCONJ
dem-18608	93	11	𝜑a	𝜑a	VERB
dem-18608	93	12	,	,	PUNCT
dem-18608	93	13	𝑖	𝑖	NOUN
dem-18608	93	14	=	=	NOUN
dem-18608	93	15	1	1	NUM
dem-18608	93	16	,	,	PUNCT
dem-18608	93	17	…	…	PUNCT
dem-18608	93	18	,	,	PUNCT
dem-18608	93	19	𝑚	𝑚	PROPN
dem-18608	93	20	stands	stand	VERB
dem-18608	93	21	form	form	NOUN
dem-18608	93	22	autoregressive	autoregressive	ADJ
dem-18608	93	23	model	model	NOUN
dem-18608	93	24	’s	’s	PART
dem-18608	93	25	parameters	parameter	NOUN
dem-18608	93	26	and	and	CCONJ
dem-18608	93	27	𝑑	𝑑	PROPN
dem-18608	93	28	&	&	CCONJ
dem-18608	93	29	"	"	PUNCT
dem-18608	93	30	is	be	AUX
dem-18608	93	31	dummy	dummy	ADJ
dem-18608	93	32	variable	variable	NOUN
dem-18608	93	33	representing	represent	VERB
dem-18608	93	34	the	the	PRON
dem-18608	93	35	𝑘	𝑘	PRON
dem-18608	93	36	−	−	NOUN
dem-18608	93	37	𝑡ℎ	𝑡ℎ	NOUN
dem-18608	93	38	day	day	NOUN
dem-18608	93	39	of	of	ADP
dem-18608	93	40	the	the	DET
dem-18608	93	41	week	week	NOUN
dem-18608	93	42	in	in	ADP
dem-18608	93	43	the	the	DET
dem-18608	93	44	equation	equation	NOUN
dem-18608	93	45	of	of	ADP
dem-18608	93	46	conditional	conditional	ADJ
dem-18608	93	47	expected	expect	VERB
dem-18608	93	48	return	return	NOUN
dem-18608	93	49	.	.	PUNCT
dem-18608	94	1	to	to	PART
dem-18608	94	2	avoid	avoid	VERB
dem-18608	94	3	the	the	DET
dem-18608	94	4	effect	effect	NOUN
dem-18608	94	5	of	of	ADP
dem-18608	94	6	collinearity	collinearity	NOUN
dem-18608	94	7	between	between	ADP
dem-18608	94	8	intercept	intercept	NOUN
dem-18608	94	9	and	and	CCONJ
dem-18608	94	10	dummy	dummy	ADJ
dem-18608	94	11	variables	variable	NOUN
dem-18608	94	12	representing	represent	VERB
dem-18608	94	13	𝑘	𝑘	PRON
dem-18608	94	14	−	−	NOUN
dem-18608	94	15	𝑡ℎ	𝑡ℎ	NOUN
dem-18608	94	16	day	day	NOUN
dem-18608	94	17	of	of	ADP
dem-18608	94	18	the	the	DET
dem-18608	94	19	week	week	NOUN
dem-18608	94	20	in	in	ADP
dem-18608	94	21	equations	equation	NOUN
dem-18608	94	22	(	(	PUNCT
dem-18608	94	23	7	7	NUM
dem-18608	94	24	)	)	PUNCT
dem-18608	94	25	and	and	CCONJ
dem-18608	94	26	(	(	PUNCT
dem-18608	94	27	9	9	X
dem-18608	94	28	)	)	PUNCT
dem-18608	94	29	while	while	SCONJ
dem-18608	94	30	estimating	estimate	VERB
dem-18608	94	31	unknown	unknown	ADJ
dem-18608	94	32	parameters	parameter	NOUN
dem-18608	94	33	,	,	PUNCT
dem-18608	94	34	one	one	NUM
dem-18608	94	35	of	of	ADP
dem-18608	94	36	the	the	DET
dem-18608	94	37	dummy	dummy	ADJ
dem-18608	94	38	variables	variable	NOUN
dem-18608	94	39	has	have	VERB
dem-18608	94	40	to	to	PART
dem-18608	94	41	be	be	AUX
dem-18608	94	42	omitted	omit	VERB
dem-18608	94	43	and	and	CCONJ
dem-18608	94	44	its	its	PRON
dem-18608	94	45	missing	miss	VERB
dem-18608	94	46	value	value	NOUN
dem-18608	94	47	should	should	AUX
dem-18608	94	48	be	be	AUX
dem-18608	94	49	assessed	assess	VERB
dem-18608	94	50	using	use	VERB
dem-18608	94	51	appropriates	appropriate	VERB
dem-18608	94	52	identities	identity	NOUN
dem-18608	94	53	(	(	PUNCT
dem-18608	94	54	fiszeder	fiszeder	X
dem-18608	94	55	et	et	PROPN
dem-18608	94	56	al	al	PROPN
dem-18608	94	57	.	.	PROPN
dem-18608	94	58	,	,	PUNCT
dem-18608	94	59	2013	2013	NUM
dem-18608	94	60	)	)	PUNCT
dem-18608	94	61	from	from	ADP
dem-18608	94	62	the	the	DET
dem-18608	94	63	literature	literature	NOUN
dem-18608	94	64	we	we	PRON
dem-18608	94	65	know	know	VERB
dem-18608	94	66	that	that	SCONJ
dem-18608	94	67	the	the	DET
dem-18608	94	68	correct	correct	ADJ
dem-18608	94	69	financial	financial	ADJ
dem-18608	94	70	time	time	NOUN
dem-18608	94	71	series	series	PROPN
dem-18608	94	72	analysis	analysis	NOUN
dem-18608	94	73	requires	require	VERB
dem-18608	94	74	to	to	PART
dem-18608	94	75	examine	examine	VERB
dem-18608	94	76	simultaneously	simultaneously	ADV
dem-18608	94	77	the	the	DET
dem-18608	94	78	conditional	conditional	ADJ
dem-18608	94	79	mean	mean	NOUN
dem-18608	94	80	,	,	PUNCT
dem-18608	94	81	conditional	conditional	ADJ
dem-18608	94	82	variance	variance	NOUN
dem-18608	94	83	and	and	CCONJ
dem-18608	94	84	standardised	standardised	ADJ
dem-18608	94	85	residuals	residual	NOUN
dem-18608	94	86	described	describe	VERB
dem-18608	94	87	by	by	ADP
dem-18608	94	88	the	the	DET
dem-18608	94	89	proper	proper	ADJ
dem-18608	94	90	probability	probability	NOUN
dem-18608	94	91	function	function	NOUN
dem-18608	94	92	.	.	PUNCT
dem-18608	95	1	the	the	DET
dem-18608	95	2	most	most	ADV
dem-18608	95	3	popular	popular	ADJ
dem-18608	95	4	distributions	distribution	NOUN
dem-18608	95	5	describing	describe	VERB
dem-18608	95	6	residuals	residual	NOUN
dem-18608	95	7	𝜀	𝜀	NOUN
dem-18608	95	8	"	"	PUNCT
dem-18608	95	9	are	be	AUX
dem-18608	95	10	conditional	conditional	ADJ
dem-18608	95	11	standard	standard	ADJ
dem-18608	95	12	normal	normal	ADJ
dem-18608	95	13	,	,	PUNCT
dem-18608	95	14	t	t	NOUN
dem-18608	95	15	-	-	PUNCT
dem-18608	95	16	student	student	NOUN
dem-18608	95	17	or	or	CCONJ
dem-18608	95	18	generalized	generalized	ADJ
dem-18608	95	19	error	error	NOUN
dem-18608	95	20	distribution	distribution	NOUN
dem-18608	95	21	(	(	PUNCT
dem-18608	95	22	ged	ge	VERB
dem-18608	95	23	)	)	PUNCT
dem-18608	95	24	(	(	PUNCT
dem-18608	95	25	piontek	piontek	NOUN
dem-18608	95	26	,	,	PUNCT
dem-18608	95	27	2002	2002	NUM
dem-18608	95	28	)	)	PUNCT
dem-18608	95	29	.	.	PUNCT
dem-18608	96	1	this	this	PRON
dem-18608	96	2	t	t	NOUN
dem-18608	96	3	-	-	PUNCT
dem-18608	96	4	student	student	NOUN
dem-18608	96	5	and	and	CCONJ
dem-18608	96	6	ged	ge	VERB
dem-18608	96	7	distributions	distribution	NOUN
dem-18608	96	8	have	have	AUX
dem-18608	96	9	gained	gain	VERB
dem-18608	96	10	popularity	popularity	NOUN
dem-18608	96	11	because	because	SCONJ
dem-18608	96	12	of	of	ADP
dem-18608	96	13	some	some	DET
dem-18608	96	14	specific	specific	ADJ
dem-18608	96	15	features	feature	NOUN
dem-18608	96	16	as	as	ADP
dem-18608	96	17	high	high	ADJ
dem-18608	96	18	level	level	NOUN
dem-18608	96	19	of	of	ADP
dem-18608	96	20	kurtosis	kurtosis	NOUN
dem-18608	96	21	or	or	CCONJ
dem-18608	96	22	heavy	heavy	ADJ
dem-18608	96	23	tails	tail	NOUN
dem-18608	96	24	(	(	PUNCT
dem-18608	96	25	similar	similar	ADJ
dem-18608	96	26	to	to	ADP
dem-18608	96	27	distributions	distribution	NOUN
dem-18608	96	28	based	base	VERB
dem-18608	96	29	on	on	ADP
dem-18608	96	30	extreme	extreme	ADJ
dem-18608	96	31	value	value	NOUN
dem-18608	96	32	theory	theory	NOUN
dem-18608	96	33	)	)	PUNCT
dem-18608	96	34	.	.	PUNCT
dem-18608	97	1	the	the	DET
dem-18608	97	2	conditional	conditional	ADJ
dem-18608	97	3	standard	standard	NOUN
dem-18608	97	4	normal	normal	ADJ
dem-18608	97	5	,	,	PUNCT
dem-18608	97	6	t	t	NOUN
dem-18608	97	7	-	-	PUNCT
dem-18608	97	8	student	student	NOUN
dem-18608	97	9	and	and	CCONJ
dem-18608	97	10	ged	ge	VERB
dem-18608	97	11	distributions	distribution	NOUN
dem-18608	97	12	for	for	ADP
dem-18608	97	13	residuals	residual	NOUN
dem-18608	97	14	can	can	AUX
dem-18608	97	15	be	be	AUX
dem-18608	97	16	described	describe	VERB
dem-18608	97	17	in	in	ADP
dem-18608	97	18	terms	term	NOUN
dem-18608	97	19	of	of	ADP
dem-18608	97	20	probability	probability	NOUN
dem-18608	97	21	distribution	distribution	NOUN
dem-18608	97	22	functions	function	NOUN
dem-18608	97	23	as	as	SCONJ
dem-18608	97	24	follow	follow	NOUN
dem-18608	97	25	:	:	PUNCT
dem-18608	97	26	dominik	dominik	PROPN
dem-18608	97	27	krężołek	krężołek	PROPN
dem-18608	97	28	dynamic	dynamic	ADJ
dem-18608	97	29	econometric	econometric	ADJ
dem-18608	97	30	models	model	NOUN
dem-18608	97	31	18	18	NUM
dem-18608	97	32	(	(	PUNCT
dem-18608	97	33	2018	2018	NUM
dem-18608	97	34	)	)	PUNCT
dem-18608	97	35	81–97	81–97	NUM
dem-18608	97	36	86	86	NUM
dem-18608	97	37	𝑓x(𝜀	𝑓x(𝜀	NOUN
dem-18608	97	38	"	"	PUNCT
dem-18608	97	39	,	,	PUNCT
dem-18608	97	40	𝜎"9	𝜎"9	NUM
dem-18608	97	41	;	;	PUNCT
dem-18608	97	42	𝜃	𝜃	X
dem-18608	97	43	)	)	PUNCT
dem-18608	97	44	=	=	PUNCT
dem-18608	98	1	*	*	PUNCT
dem-18608	99	1	[	[	X
dem-18608	99	2	\√9^	\√9^	NOUN
dem-18608	99	3	𝑒𝑥𝑝	𝑒𝑥𝑝	INTJ
dem-18608	99	4	b−	b−	PRON
dem-18608	99	5	c\d	c\d	PROPN
dem-18608	99	6	9[\d	9[\d	NUM
dem-18608	99	7	e	e	NOUN
dem-18608	99	8	(	(	PUNCT
dem-18608	99	9	11	11	NUM
dem-18608	99	10	)	)	PUNCT
dem-18608	99	11	𝑓f"gh(𝜀	𝑓f"gh(𝜀	VERB
dem-18608	99	12	"	"	PUNCT
dem-18608	99	13	,	,	PUNCT
dem-18608	99	14	𝜎"9	𝜎"9	NUM
dem-18608	99	15	;	;	PUNCT
dem-18608	99	16	𝜃	𝜃	X
dem-18608	99	17	)	)	PUNCT
dem-18608	99	18	=	=	SYM
dem-18608	99	19	ijklmd	ijklmd	NOUN
dem-18608	99	20	n	n	NOUN
dem-18608	99	21	opij	opij	VERB
dem-18608	99	22	k	k	PROPN
dem-18608	99	23	dnq^(r69	dnq^(r69	PROPN
dem-18608	99	24	)	)	PUNCT
dem-18608	99	25	j1	j1	PROPN
dem-18608	100	1	+	+	CCONJ
dem-18608	101	1	c\d	c\d	PROPN
dem-18608	101	2	(	(	PUNCT
dem-18608	101	3	r69)[\d	r69)[\d	NOUN
dem-18608	101	4	n	n	CCONJ
dem-18608	101	5	klm	klm	PROPN
dem-18608	101	6	d	d	PROPN
dem-18608	101	7	(	(	PUNCT
dem-18608	101	8	12	12	NUM
dem-18608	101	9	)	)	PUNCT
dem-18608	101	10	𝑓stu(𝜀	𝑓stu(𝜀	PROPN
dem-18608	101	11	"	"	PUNCT
dem-18608	101	12	,	,	PUNCT
dem-18608	101	13	𝜎"9	𝜎"9	NUM
dem-18608	101	14	;	;	PUNCT
dem-18608	101	15	𝜃	𝜃	X
dem-18608	101	16	)	)	PUNCT
dem-18608	101	17	=	=	SYM
dem-18608	102	1	26	26	NUM
dem-18608	102	2	klm	klm	NOUN
dem-18608	102	3	k	k	PROPN
dem-18608	102	4	r	r	PROPN
dem-18608	103	1	[	[	X
dem-18608	103	2	\v	\v	X
dem-18608	103	3	wxkymz	wxkymz	PROPN
dem-18608	103	4	wx{kymz9	wx{kymz9	PROPN
dem-18608	103	5	ydki(rym	ydki(rym	PROPN
dem-18608	103	6	)	)	PUNCT
dem-18608	103	7	𝑒𝑥𝑝	𝑒𝑥𝑝	INTJ
dem-18608	103	8	⎩	⎩	NUM
dem-18608	103	9	⎪	⎪	NOUN
dem-18608	103	10	⎨	⎨	ADJ
dem-18608	103	11	⎪	⎪	NOUN
dem-18608	103	12	⎧	⎧	PROPN
dem-18608	103	13	−	−	PROPN
dem-18608	103	14	*	*	SYM
dem-18608	103	15	9	9	NUM
dem-18608	103	16	�	�	PROPN
dem-18608	103	17	�	�	PROPN
dem-18608	103	18	c\	c\	PROPN
dem-18608	103	19	[	[	X
dem-18608	103	20	\v	\v	NOUN
dem-18608	103	21	wxkymz	wxkymz	ADJ
dem-18608	103	22	wx{kymz9	wx{kymz9	PROPN
dem-18608	103	23	ydk	ydk	PROPN
dem-18608	103	24	�	�	PROPN
dem-18608	103	25	�	�	PROPN
dem-18608	103	26	r	r	NOUN
dem-18608	103	27	⎭	⎭	PROPN
dem-18608	103	28	⎪	⎪	NOUN
dem-18608	103	29	⎬	⎬	PROPN
dem-18608	103	30	⎪	⎪	NOUN
dem-18608	103	31	⎫	⎫	PROPN
dem-18608	103	32	(	(	PUNCT
dem-18608	103	33	13	13	NUM
dem-18608	103	34	)	)	PUNCT
dem-18608	103	35	where	where	SCONJ
dem-18608	103	36	{	{	PUNCT
dem-18608	103	37	𝜀	𝜀	PART
dem-18608	103	38	"	"	PUNCT
dem-18608	103	39	}	}	PUNCT
dem-18608	103	40	stands	stand	VERB
dem-18608	103	41	for	for	ADP
dem-18608	103	42	the	the	DET
dem-18608	103	43	sequence	sequence	NOUN
dem-18608	103	44	of	of	ADP
dem-18608	103	45	iid	iid	VERB
dem-18608	103	46	random	random	ADJ
dem-18608	103	47	variables	variable	NOUN
dem-18608	103	48	,	,	PUNCT
dem-18608	103	49	𝜎"9	𝜎"9	PROPN
dem-18608	103	50	is	be	AUX
dem-18608	103	51	the	the	DET
dem-18608	103	52	conditional	conditional	ADJ
dem-18608	103	53	variance	variance	NOUN
dem-18608	103	54	of	of	ADP
dem-18608	103	55	the	the	DET
dem-18608	103	56	process	process	NOUN
dem-18608	103	57	,	,	PUNCT
dem-18608	103	58	𝜃	𝜃	X
dem-18608	103	59	is	be	AUX
dem-18608	103	60	the	the	DET
dem-18608	103	61	vector	vector	NOUN
dem-18608	103	62	of	of	ADP
dem-18608	103	63	estimated	estimate	VERB
dem-18608	103	64	parameters	parameter	NOUN
dem-18608	103	65	,	,	PUNCT
dem-18608	103	66	𝑣	𝑣	PRON
dem-18608	103	67	is	be	AUX
dem-18608	103	68	the	the	DET
dem-18608	103	69	number	number	NOUN
dem-18608	103	70	of	of	ADP
dem-18608	103	71	degrees	degree	NOUN
dem-18608	103	72	of	of	ADP
dem-18608	103	73	freedom	freedom	NOUN
dem-18608	103	74	,	,	PUNCT
dem-18608	103	75	and	and	CCONJ
dem-18608	103	76	γ(𝑘	γ(𝑘	PROPN
dem-18608	103	77	)	)	PUNCT
dem-18608	104	1	=	=	SYM
dem-18608	104	2	∫	∫	PROPN
dem-18608	104	3	𝑥&6*𝑒6	𝑥&6*𝑒6	PROPN
dem-18608	104	4	*	*	PUNCT
dem-18608	104	5	𝑑𝑥	𝑑𝑥	PROPN
dem-18608	104	6	�	�	PROPN
dem-18608	104	7	�	�	PROPN
dem-18608	104	8	@	@	ADP
dem-18608	104	9	is	be	AUX
dem-18608	104	10	the	the	DET
dem-18608	104	11	gamma	gamma	NOUN
dem-18608	104	12	function	function	NOUN
dem-18608	104	13	with	with	ADP
dem-18608	104	14	parameter	parameter	NOUN
dem-18608	104	15	𝑘.	𝑘.	NOUN
dem-18608	104	16	if	if	SCONJ
dem-18608	104	17	the	the	DET
dem-18608	104	18	model	model	NOUN
dem-18608	104	19	is	be	AUX
dem-18608	104	20	fitted	fit	VERB
dem-18608	104	21	,	,	PUNCT
dem-18608	104	22	the	the	DET
dem-18608	104	23	next	next	ADJ
dem-18608	104	24	step	step	NOUN
dem-18608	104	25	is	be	AUX
dem-18608	104	26	to	to	PART
dem-18608	104	27	assess	assess	VERB
dem-18608	104	28	the	the	DET
dem-18608	104	29	goodness	goodness	NOUN
dem-18608	104	30	of	of	ADP
dem-18608	104	31	this	this	DET
dem-18608	104	32	fitting	fitting	NOUN
dem-18608	104	33	.	.	PUNCT
dem-18608	105	1	we	we	PRON
dem-18608	105	2	can	can	AUX
dem-18608	105	3	use	use	VERB
dem-18608	105	4	the	the	DET
dem-18608	105	5	information	information	NOUN
dem-18608	105	6	criteria	criterion	NOUN
dem-18608	105	7	of	of	ADP
dem-18608	105	8	:	:	PUNCT
dem-18608	105	9	akaike	akaike	ADJ
dem-18608	105	10	(	(	PUNCT
dem-18608	105	11	aic	aic	PROPN
dem-18608	105	12	)	)	PUNCT
dem-18608	105	13	,	,	PUNCT
dem-18608	105	14	schwarz	schwarz	PROPN
dem-18608	105	15	(	(	PUNCT
dem-18608	105	16	bic	bic	PROPN
dem-18608	105	17	)	)	PUNCT
dem-18608	105	18	and	and	CCONJ
dem-18608	105	19	hannan	hannan	PROPN
dem-18608	105	20	-	-	PUNCT
dem-18608	105	21	quinn	quinn	PROPN
dem-18608	105	22	(	(	PUNCT
dem-18608	105	23	hqc	hqc	PROPN
dem-18608	105	24	)	)	PUNCT
dem-18608	105	25	.	.	PUNCT
dem-18608	106	1	the	the	DET
dem-18608	106	2	values	value	NOUN
dem-18608	106	3	of	of	ADP
dem-18608	106	4	these	these	DET
dem-18608	106	5	criteria	criterion	NOUN
dem-18608	106	6	are	be	AUX
dem-18608	106	7	calculated	calculate	VERB
dem-18608	106	8	using	use	VERB
dem-18608	106	9	formulas	formula	NOUN
dem-18608	106	10	as	as	ADP
dem-18608	106	11	below	below	ADV
dem-18608	106	12	:	:	PUNCT
dem-18608	106	13	𝐴𝐼𝐶	𝐴𝐼𝐶	PROPN
dem-18608	106	14	=	=	SYM
dem-18608	106	15	−2𝑙𝑛[𝐿𝐿𝐹(𝜃	−2𝑙𝑛[𝐿𝐿𝐹(𝜃	NUM
dem-18608	106	16	�	�	PROPN
dem-18608	106	17	)	)	PUNCT
dem-18608	106	18	]	]	PUNCT
dem-18608	107	1	+	+	CCONJ
dem-18608	107	2	2𝑘	2𝑘	NUM
dem-18608	107	3	(	(	PUNCT
dem-18608	107	4	14	14	NUM
dem-18608	107	5	)	)	PUNCT
dem-18608	107	6	𝐵𝐼𝐶	𝐵𝐼𝐶	PROPN
dem-18608	107	7	=	=	SYM
dem-18608	107	8	−2𝑙𝑛[𝐿𝐿𝐹(𝜃	−2𝑙𝑛[𝐿𝐿𝐹(𝜃	NUM
dem-18608	107	9	�	�	PROPN
dem-18608	107	10	)	)	PUNCT
dem-18608	107	11	]	]	PUNCT
dem-18608	108	1	+	+	CCONJ
dem-18608	108	2	𝑘𝑙𝑛(𝑛	𝑘𝑙𝑛(𝑛	NOUN
dem-18608	108	3	)	)	PUNCT
dem-18608	108	4	(	(	PUNCT
dem-18608	108	5	15	15	X
dem-18608	108	6	)	)	PUNCT
dem-18608	108	7	𝐻𝑄𝐶	𝐻𝑄𝐶	PROPN
dem-18608	108	8	=	=	SYM
dem-18608	108	9	−2𝑙𝑛[𝐿𝐿𝐹(𝜃	−2𝑙𝑛[𝐿𝐿𝐹(𝜃	NUM
dem-18608	108	10	�	�	PROPN
dem-18608	108	11	)	)	PUNCT
dem-18608	108	12	]	]	PUNCT
dem-18608	109	1	+	+	PUNCT
dem-18608	109	2	2𝑘𝑙𝑛[𝑙𝑛(𝑛	2𝑘𝑙𝑛[𝑙𝑛(𝑛	NUM
dem-18608	109	3	)	)	PUNCT
dem-18608	109	4	]	]	PUNCT
dem-18608	110	1	(	(	PUNCT
dem-18608	110	2	16	16	NUM
dem-18608	110	3	)	)	PUNCT
dem-18608	110	4	where	where	SCONJ
dem-18608	110	5	𝐿𝐿𝐹(𝜃	𝐿𝐿𝐹(𝜃	PROPN
dem-18608	110	6	�	�	PROPN
dem-18608	110	7	)	)	PUNCT
dem-18608	110	8	is	be	AUX
dem-18608	110	9	the	the	DET
dem-18608	110	10	log	log	NOUN
dem-18608	110	11	-	-	PUNCT
dem-18608	110	12	likelihood	likelihood	NOUN
dem-18608	110	13	function	function	NOUN
dem-18608	110	14	of	of	ADP
dem-18608	110	15	the	the	DET
dem-18608	110	16	parameters	parameter	NOUN
dem-18608	110	17	vector	vector	PROPN
dem-18608	110	18	𝜃	𝜃	PROPN
dem-18608	110	19	�	�	PROPN
dem-18608	110	20	,	,	PUNCT
dem-18608	110	21	𝑘	𝑘	PRON
dem-18608	110	22	is	be	AUX
dem-18608	110	23	the	the	DET
dem-18608	110	24	number	number	NOUN
dem-18608	110	25	of	of	ADP
dem-18608	110	26	estimated	estimate	VERB
dem-18608	110	27	parameters	parameter	NOUN
dem-18608	110	28	and	and	CCONJ
dem-18608	110	29	𝑛	𝑛	NOUN
dem-18608	110	30	is	be	AUX
dem-18608	110	31	the	the	DET
dem-18608	110	32	number	number	NOUN
dem-18608	110	33	of	of	ADP
dem-18608	110	34	observations	observation	NOUN
dem-18608	110	35	.	.	PUNCT
dem-18608	111	1	the	the	DET
dem-18608	111	2	final	final	ADJ
dem-18608	111	3	selection	selection	NOUN
dem-18608	111	4	is	be	AUX
dem-18608	111	5	based	base	VERB
dem-18608	111	6	on	on	ADP
dem-18608	111	7	the	the	DET
dem-18608	111	8	values	value	NOUN
dem-18608	111	9	of	of	ADP
dem-18608	111	10	one	one	NUM
dem-18608	111	11	the	the	DET
dem-18608	111	12	information	information	NOUN
dem-18608	111	13	criteria	criterion	NOUN
dem-18608	111	14	:	:	PUNCT
dem-18608	111	15	the	the	DET
dem-18608	111	16	lower	low	ADJ
dem-18608	111	17	values	value	NOUN
dem-18608	111	18	,	,	PUNCT
dem-18608	111	19	the	the	PRON
dem-18608	111	20	better	well	ADJ
dem-18608	111	21	the	the	DET
dem-18608	111	22	model	model	NOUN
dem-18608	111	23	.	.	PUNCT
dem-18608	112	1	3	3	X
dem-18608	112	2	.	.	X
dem-18608	112	3	empirical	empirical	ADJ
dem-18608	112	4	analysis	analysis	NOUN
dem-18608	112	5	on	on	ADP
dem-18608	112	6	precious	precious	ADJ
dem-18608	112	7	metals	metal	NOUN
dem-18608	112	8	market	market	NOUN
dem-18608	112	9	the	the	DET
dem-18608	112	10	precious	precious	ADJ
dem-18608	112	11	metal	metal	NOUN
dem-18608	112	12	market	market	NOUN
dem-18608	112	13	is	be	AUX
dem-18608	112	14	part	part	NOUN
dem-18608	112	15	of	of	ADP
dem-18608	112	16	the	the	DET
dem-18608	112	17	commodity	commodity	NOUN
dem-18608	112	18	market	market	NOUN
dem-18608	112	19	–	–	PUNCT
dem-18608	112	20	an	an	DET
dem-18608	112	21	alternative	alternative	ADJ
dem-18608	112	22	area	area	NOUN
dem-18608	112	23	for	for	ADP
dem-18608	112	24	classical	classical	ADJ
dem-18608	112	25	financial	financial	ADJ
dem-18608	112	26	investments	investment	NOUN
dem-18608	112	27	.	.	PUNCT
dem-18608	113	1	its	its	PRON
dem-18608	113	2	popularity	popularity	NOUN
dem-18608	113	3	has	have	AUX
dem-18608	113	4	increased	increase	VERB
dem-18608	113	5	due	due	ADP
dem-18608	113	6	to	to	ADP
dem-18608	113	7	the	the	DET
dem-18608	113	8	opportunities	opportunity	NOUN
dem-18608	113	9	that	that	PRON
dem-18608	113	10	offers	offer	VERB
dem-18608	113	11	to	to	ADP
dem-18608	113	12	investors	investor	NOUN
dem-18608	113	13	.	.	PUNCT
dem-18608	114	1	the	the	DET
dem-18608	114	2	main	main	ADJ
dem-18608	114	3	reason	reason	NOUN
dem-18608	114	4	for	for	ADP
dem-18608	114	5	investing	invest	VERB
dem-18608	114	6	funds	fund	NOUN
dem-18608	114	7	on	on	ADP
dem-18608	114	8	the	the	DET
dem-18608	114	9	metals	metal	NOUN
dem-18608	114	10	market	market	NOUN
dem-18608	114	11	is	be	AUX
dem-18608	114	12	to	to	PART
dem-18608	114	13	hedge	hedge	VERB
dem-18608	114	14	against	against	ADP
dem-18608	114	15	financial	financial	ADJ
dem-18608	114	16	crises	crisis	NOUN
dem-18608	114	17	.	.	PUNCT
dem-18608	115	1	the	the	DET
dem-18608	115	2	empirical	empirical	ADJ
dem-18608	115	3	research	research	NOUN
dem-18608	115	4	shows	show	VERB
dem-18608	115	5	a	a	DET
dem-18608	115	6	negative	negative	ADJ
dem-18608	115	7	correlation	correlation	NOUN
dem-18608	115	8	of	of	ADP
dem-18608	115	9	precious	precious	ADJ
dem-18608	115	10	metals	metal	NOUN
dem-18608	115	11	prices	price	NOUN
dem-18608	115	12	and	and	CCONJ
dem-18608	115	13	stock	stock	NOUN
dem-18608	115	14	exchange	exchange	NOUN
dem-18608	115	15	indices	index	NOUN
dem-18608	115	16	(	(	PUNCT
dem-18608	115	17	draper	draper	NOUN
dem-18608	115	18	et	et	PROPN
dem-18608	115	19	al	al	PROPN
dem-18608	115	20	.	.	PROPN
dem-18608	115	21	,	,	PUNCT
dem-18608	115	22	2010	2010	NUM
dem-18608	115	23	)	)	PUNCT
dem-18608	115	24	.	.	PUNCT
dem-18608	116	1	precious	precious	ADJ
dem-18608	116	2	metals	metal	NOUN
dem-18608	116	3	have	have	VERB
dem-18608	116	4	a	a	DET
dem-18608	116	5	wide	wide	ADJ
dem-18608	116	6	range	range	NOUN
dem-18608	116	7	of	of	ADP
dem-18608	116	8	applications	application	NOUN
dem-18608	116	9	.	.	PUNCT
dem-18608	117	1	they	they	PRON
dem-18608	117	2	are	be	AUX
dem-18608	117	3	used	use	VERB
dem-18608	117	4	in	in	ADP
dem-18608	117	5	many	many	ADJ
dem-18608	117	6	industries	industry	NOUN
dem-18608	117	7	(	(	PUNCT
dem-18608	117	8	e.g.	e.g.	ADV
dem-18608	117	9	automotive	automotive	ADJ
dem-18608	117	10	,	,	PUNCT
dem-18608	117	11	space	space	NOUN
dem-18608	117	12	industry	industry	NOUN
dem-18608	117	13	etc	etc	X
dem-18608	117	14	.	.	X
dem-18608	117	15	)	)	PUNCT
dem-18608	117	16	,	,	PUNCT
dem-18608	117	17	medicine	medicine	NOUN
dem-18608	117	18	,	,	PUNCT
dem-18608	117	19	biology	biology	NOUN
dem-18608	117	20	,	,	PUNCT
dem-18608	117	21	jewelry	jewelry	NOUN
dem-18608	117	22	,	,	PUNCT
dem-18608	117	23	cosmetology	cosmetology	NOUN
dem-18608	117	24	and	and	CCONJ
dem-18608	117	25	even	even	ADV
dem-18608	117	26	in	in	ADP
dem-18608	117	27	gastronomy	gastronomy	NOUN
dem-18608	117	28	.	.	PUNCT
dem-18608	118	1	it	it	PRON
dem-18608	118	2	is	be	AUX
dem-18608	118	3	difficult	difficult	ADJ
dem-18608	118	4	to	to	PART
dem-18608	118	5	synthetically	synthetically	ADV
dem-18608	118	6	indicate	indicate	VERB
dem-18608	118	7	the	the	DET
dem-18608	118	8	exact	exact	ADJ
dem-18608	118	9	use	use	NOUN
dem-18608	118	10	of	of	ADP
dem-18608	118	11	precious	precious	ADJ
dem-18608	118	12	metals	metal	NOUN
dem-18608	118	13	,	,	PUNCT
dem-18608	118	14	but	but	CCONJ
dem-18608	118	15	it	it	PRON
dem-18608	118	16	is	be	AUX
dem-18608	118	17	worth	worth	ADJ
dem-18608	118	18	mentioning	mention	VERB
dem-18608	118	19	about	about	ADP
dem-18608	118	20	their	their	PRON
dem-18608	118	21	psychological	psychological	ADJ
dem-18608	118	22	aspects	aspect	NOUN
dem-18608	118	23	:	:	PUNCT
dem-18608	118	24	precious	precious	ADJ
dem-18608	118	25	metals	metal	NOUN
dem-18608	118	26	are	be	AUX
dem-18608	118	27	testing	test	VERB
dem-18608	118	28	day	day	NOUN
dem-18608	118	29	of	of	ADP
dem-18608	118	30	the	the	DET
dem-18608	118	31	week	week	NOUN
dem-18608	118	32	effect	effect	NOUN
dem-18608	118	33	on	on	ADP
dem-18608	118	34	precious	precious	ADJ
dem-18608	118	35	metals	metal	NOUN
dem-18608	118	36	market	market	NOUN
dem-18608	118	37	dynamic	dynamic	ADJ
dem-18608	118	38	econometric	econometric	ADJ
dem-18608	118	39	models	model	NOUN
dem-18608	118	40	18	18	NUM
dem-18608	118	41	(	(	PUNCT
dem-18608	118	42	2018	2018	NUM
dem-18608	118	43	)	)	PUNCT
dem-18608	118	44	81–97	81–97	NUM
dem-18608	118	45	87	87	NUM
dem-18608	118	46	usually	usually	ADV
dem-18608	118	47	associated	associate	VERB
dem-18608	118	48	with	with	ADP
dem-18608	118	49	wealth	wealth	NOUN
dem-18608	118	50	and	and	CCONJ
dem-18608	118	51	economic	economic	ADJ
dem-18608	118	52	stability	stability	NOUN
dem-18608	118	53	,	,	PUNCT
dem-18608	118	54	especially	especially	ADV
dem-18608	118	55	during	during	ADP
dem-18608	118	56	crisis	crisis	NOUN
dem-18608	118	57	.	.	PUNCT
dem-18608	119	1	therefore	therefore	ADV
dem-18608	119	2	,	,	PUNCT
dem-18608	119	3	the	the	DET
dem-18608	119	4	analysis	analysis	NOUN
dem-18608	119	5	of	of	ADP
dem-18608	119	6	that	that	DET
dem-18608	119	7	kind	kind	NOUN
dem-18608	119	8	of	of	ADP
dem-18608	119	9	assets	asset	NOUN
dem-18608	119	10	is	be	AUX
dem-18608	119	11	justified	justify	VERB
dem-18608	119	12	.	.	PUNCT
dem-18608	120	1	the	the	DET
dem-18608	120	2	hypothesis	hypothesis	NOUN
dem-18608	120	3	says	say	VERB
dem-18608	120	4	that	that	SCONJ
dem-18608	120	5	precious	precious	ADJ
dem-18608	120	6	metals	metal	NOUN
dem-18608	120	7	market	market	NOUN
dem-18608	120	8	is	be	AUX
dem-18608	120	9	characterized	characterize	VERB
dem-18608	120	10	by	by	ADP
dem-18608	120	11	calendar	calendar	NOUN
dem-18608	120	12	anomalies	anomaly	NOUN
dem-18608	120	13	(	(	PUNCT
dem-18608	120	14	in	in	ADP
dem-18608	120	15	this	this	DET
dem-18608	120	16	case	case	NOUN
dem-18608	120	17	:	:	PUNCT
dem-18608	120	18	the	the	DET
dem-18608	120	19	day	day	NOUN
dem-18608	120	20	of	of	ADP
dem-18608	120	21	the	the	DET
dem-18608	120	22	week	week	NOUN
dem-18608	120	23	effect	effect	NOUN
dem-18608	120	24	)	)	PUNCT
dem-18608	120	25	.	.	PUNCT
dem-18608	121	1	the	the	DET
dem-18608	121	2	daily	daily	ADJ
dem-18608	121	3	log	log	NOUN
dem-18608	121	4	-	-	PUNCT
dem-18608	121	5	returns	return	NOUN
dem-18608	121	6	for	for	ADP
dem-18608	121	7	gold	gold	NOUN
dem-18608	121	8	,	,	PUNCT
dem-18608	121	9	silver	silver	NOUN
dem-18608	121	10	,	,	PUNCT
dem-18608	121	11	platinum	platinum	NOUN
dem-18608	121	12	and	and	CCONJ
dem-18608	121	13	palladium	palladium	NOUN
dem-18608	121	14	from	from	ADP
dem-18608	121	15	the	the	DET
dem-18608	121	16	london	london	PROPN
dem-18608	121	17	metal	metal	NOUN
dem-18608	121	18	exchange	exchange	NOUN
dem-18608	121	19	are	be	AUX
dem-18608	121	20	considered	consider	VERB
dem-18608	121	21	.	.	PUNCT
dem-18608	122	1	the	the	DET
dem-18608	122	2	period	period	NOUN
dem-18608	122	3	of	of	ADP
dem-18608	122	4	analysis	analysis	NOUN
dem-18608	122	5	is	be	AUX
dem-18608	122	6	january	january	PROPN
dem-18608	122	7	2000	2000	NUM
dem-18608	122	8	–	–	PUNCT
dem-18608	122	9	december	december	PROPN
dem-18608	122	10	2016	2016	NUM
dem-18608	122	11	,	,	PUNCT
dem-18608	122	12	finally	finally	ADV
dem-18608	122	13	divided	divide	VERB
dem-18608	122	14	into	into	ADP
dem-18608	122	15	two	two	NUM
dem-18608	122	16	sub	sub	NOUN
dem-18608	122	17	-	-	ADJ
dem-18608	122	18	periods	period	NOUN
dem-18608	122	19	:	:	PUNCT
dem-18608	122	20	a	a	DET
dem-18608	122	21	period	period	NOUN
dem-18608	122	22	of	of	ADP
dem-18608	122	23	upward	upward	ADJ
dem-18608	122	24	trend	trend	NOUN
dem-18608	122	25	(	(	PUNCT
dem-18608	122	26	january	january	PROPN
dem-18608	122	27	2000	2000	NUM
dem-18608	122	28	–	–	PUNCT
dem-18608	122	29	august	august	PROPN
dem-18608	122	30	2011	2011	NUM
dem-18608	122	31	)	)	PUNCT
dem-18608	122	32	and	and	CCONJ
dem-18608	122	33	a	a	DET
dem-18608	122	34	downward	downward	ADJ
dem-18608	122	35	trend	trend	NOUN
dem-18608	122	36	respectively	respectively	ADV
dem-18608	122	37	(	(	PUNCT
dem-18608	122	38	september	september	PROPN
dem-18608	122	39	2011	2011	NUM
dem-18608	122	40	–	–	PUNCT
dem-18608	122	41	december	december	PROPN
dem-18608	122	42	2016	2016	NUM
dem-18608	122	43	)	)	PUNCT
dem-18608	122	44	.	.	PUNCT
dem-18608	123	1	a	a	DET
dem-18608	123	2	comparison	comparison	NOUN
dem-18608	123	3	of	of	ADP
dem-18608	123	4	the	the	DET
dem-18608	123	5	volatility	volatility	NOUN
dem-18608	123	6	of	of	ADP
dem-18608	123	7	gold	gold	NOUN
dem-18608	123	8	and	and	CCONJ
dem-18608	123	9	silver	silver	NOUN
dem-18608	123	10	prices	price	NOUN
dem-18608	123	11	with	with	ADP
dem-18608	123	12	the	the	DET
dem-18608	123	13	volatility	volatility	NOUN
dem-18608	123	14	of	of	ADP
dem-18608	123	15	global	global	ADJ
dem-18608	123	16	stock	stock	NOUN
dem-18608	123	17	indices	index	NOUN
dem-18608	123	18	seems	seem	VERB
dem-18608	123	19	worth	worth	ADJ
dem-18608	123	20	commenting	comment	VERB
dem-18608	123	21	.	.	PUNCT
dem-18608	124	1	for	for	ADP
dem-18608	124	2	example	example	NOUN
dem-18608	124	3	,	,	PUNCT
dem-18608	124	4	the	the	DET
dem-18608	124	5	s&p500	s&p500	NOUN
dem-18608	124	6	and	and	CCONJ
dem-18608	124	7	nasdaq	nasdaq	PROPN
dem-18608	124	8	composite	composite	NOUN
dem-18608	124	9	quotes	quote	NOUN
dem-18608	124	10	together	together	ADV
dem-18608	124	11	with	with	ADP
dem-18608	124	12	gold	gold	NOUN
dem-18608	124	13	and	and	CCONJ
dem-18608	124	14	silver	silver	NOUN
dem-18608	124	15	are	be	AUX
dem-18608	124	16	presented	present	VERB
dem-18608	124	17	in	in	ADP
dem-18608	124	18	the	the	DET
dem-18608	124	19	same	same	ADJ
dem-18608	124	20	time	time	NOUN
dem-18608	124	21	period	period	NOUN
dem-18608	124	22	(	(	PUNCT
dem-18608	124	23	fig	fig	NOUN
dem-18608	124	24	.	.	PUNCT
dem-18608	124	25	1	1	NUM
dem-18608	124	26	)	)	PUNCT
dem-18608	124	27	.	.	PUNCT
dem-18608	125	1	figure	figure	NOUN
dem-18608	125	2	1	1	NUM
dem-18608	125	3	.	.	PUNCT
dem-18608	126	1	quotations	quotation	NOUN
dem-18608	126	2	of	of	ADP
dem-18608	126	3	gold	gold	NOUN
dem-18608	126	4	(	(	PUNCT
dem-18608	126	5	top	top	ADV
dem-18608	126	6	-	-	PUNCT
dem-18608	126	7	left	leave	VERB
dem-18608	126	8	)	)	PUNCT
dem-18608	126	9	,	,	PUNCT
dem-18608	126	10	silver	silver	NOUN
dem-18608	126	11	(	(	PUNCT
dem-18608	126	12	top	top	ADJ
dem-18608	126	13	-	-	PUNCT
dem-18608	126	14	right	right	NOUN
dem-18608	126	15	)	)	PUNCT
dem-18608	126	16	,	,	PUNCT
dem-18608	126	17	s&p500	s&p500	PROPN
dem-18608	126	18	(	(	PUNCT
dem-18608	126	19	bottom	bottom	ADV
dem-18608	126	20	-	-	PUNCT
dem-18608	126	21	left	leave	VERB
dem-18608	126	22	)	)	PUNCT
dem-18608	126	23	and	and	CCONJ
dem-18608	126	24	nasdaq	nasdaq	PROPN
dem-18608	126	25	composite	composite	NOUN
dem-18608	126	26	(	(	PUNCT
dem-18608	126	27	bottom	bottom	ADJ
dem-18608	126	28	-	-	PUNCT
dem-18608	126	29	right	right	NOUN
dem-18608	126	30	)	)	PUNCT
dem-18608	126	31	–	–	PUNCT
dem-18608	126	32	all	all	DET
dem-18608	126	33	period	period	NOUN
dem-18608	126	34	it	it	PRON
dem-18608	126	35	is	be	AUX
dem-18608	126	36	clearly	clearly	ADV
dem-18608	126	37	visible	visible	ADJ
dem-18608	126	38	that	that	SCONJ
dem-18608	126	39	the	the	DET
dem-18608	126	40	upward	upward	ADJ
dem-18608	126	41	trend	trend	NOUN
dem-18608	126	42	after	after	ADP
dem-18608	126	43	the	the	DET
dem-18608	126	44	crisis	crisis	NOUN
dem-18608	126	45	on	on	ADP
dem-18608	126	46	the	the	DET
dem-18608	126	47	financial	financial	ADJ
dem-18608	126	48	markets	market	NOUN
dem-18608	126	49	(	(	PUNCT
dem-18608	126	50	2007–2009	2007–2009	NUM
dem-18608	126	51	)	)	PUNCT
dem-18608	126	52	coincides	coincide	VERB
dem-18608	126	53	with	with	ADP
dem-18608	126	54	a	a	DET
dem-18608	126	55	significant	significant	ADJ
dem-18608	126	56	downward	downward	ADJ
dem-18608	126	57	trend	trend	NOUN
dem-18608	126	58	observed	observe	VERB
dem-18608	126	59	for	for	ADP
dem-18608	126	60	gold	gold	NOUN
dem-18608	126	61	/	/	SYM
dem-18608	126	62	silver	silver	NOUN
dem-18608	126	63	.	.	PUNCT
dem-18608	127	1	in	in	ADP
dem-18608	127	2	addition	addition	NOUN
dem-18608	127	3	,	,	PUNCT
dem-18608	127	4	when	when	SCONJ
dem-18608	127	5	considering	consider	VERB
dem-18608	127	6	the	the	DET
dem-18608	127	7	period	period	NOUN
dem-18608	127	8	of	of	ADP
dem-18608	127	9	the	the	DET
dem-18608	127	10	crisis	crisis	NOUN
dem-18608	127	11	,	,	PUNCT
dem-18608	127	12	it	it	PRON
dem-18608	127	13	is	be	AUX
dem-18608	127	14	worth	worth	ADJ
dem-18608	127	15	mentioning	mention	VERB
dem-18608	127	16	that	that	SCONJ
dem-18608	127	17	then	then	ADV
dem-18608	127	18	were	be	AUX
dem-18608	127	19	recorded	record	VERB
dem-18608	127	20	the	the	DET
dem-18608	127	21	highest	high	ADJ
dem-18608	127	22	gold	gold	NOUN
dem-18608	127	23	prices	price	NOUN
dem-18608	127	24	comparing	compare	VERB
dem-18608	127	25	to	to	ADP
dem-18608	127	26	the	the	DET
dem-18608	127	27	entire	entire	ADJ
dem-18608	127	28	period	period	NOUN
dem-18608	127	29	.	.	PUNCT
dem-18608	128	1	the	the	DET
dem-18608	128	2	driving	drive	VERB
dem-18608	128	3	force	force	NOUN
dem-18608	128	4	behind	behind	ADP
dem-18608	128	5	this	this	PRON
dem-18608	128	6	is	be	AUX
dem-18608	128	7	the	the	DET
dem-18608	128	8	withdrawal	withdrawal	NOUN
dem-18608	128	9	of	of	ADP
dem-18608	128	10	funds	fund	NOUN
dem-18608	128	11	from	from	ADP
dem-18608	128	12	the	the	DET
dem-18608	128	13	capital	capital	NOUN
dem-18608	128	14	market	market	NOUN
dem-18608	128	15	and	and	CCONJ
dem-18608	128	16	allocation	allocation	NOUN
dem-18608	128	17	in	in	ADP
dem-18608	128	18	an	an	DET
dem-18608	128	19	alternative	alternative	ADJ
dem-18608	128	20	way	way	NOUN
dem-18608	128	21	(	(	PUNCT
dem-18608	128	22	e.g.	e.g.	ADV
dem-18608	128	23	on	on	ADP
dem-18608	128	24	metals	metal	NOUN
dem-18608	128	25	market	market	NOUN
dem-18608	128	26	)	)	PUNCT
dem-18608	128	27	in	in	ADP
dem-18608	128	28	order	order	NOUN
dem-18608	128	29	to	to	PART
dem-18608	128	30	hedge	hedge	VERB
dem-18608	128	31	against	against	ADP
dem-18608	128	32	price	price	NOUN
dem-18608	128	33	drops	drop	NOUN
dem-18608	128	34	.	.	PUNCT
dem-18608	129	1	the	the	DET
dem-18608	129	2	main	main	ADJ
dem-18608	129	3	goal	goal	NOUN
dem-18608	129	4	of	of	ADP
dem-18608	129	5	the	the	DET
dem-18608	129	6	analysis	analysis	NOUN
dem-18608	129	7	is	be	AUX
dem-18608	129	8	the	the	DET
dem-18608	129	9	volatility	volatility	NOUN
dem-18608	129	10	of	of	ADP
dem-18608	129	11	returns	return	NOUN
dem-18608	129	12	observed	observe	VERB
dem-18608	129	13	within	within	ADP
dem-18608	129	14	precious	precious	ADJ
dem-18608	129	15	metals	metal	NOUN
dem-18608	129	16	.	.	PUNCT
dem-18608	130	1	based	base	VERB
dem-18608	130	2	on	on	ADP
dem-18608	130	3	the	the	DET
dem-18608	130	4	data	datum	NOUN
dem-18608	130	5	from	from	ADP
dem-18608	130	6	the	the	DET
dem-18608	130	7	lme	lme	NOUN
dem-18608	130	8	,	,	PUNCT
dem-18608	130	9	daily	daily	ADJ
dem-18608	130	10	log	log	NOUN
dem-18608	130	11	-	-	PUNCT
dem-18608	130	12	returns	return	NOUN
dem-18608	130	13	were	be	AUX
dem-18608	130	14	dominik	dominik	ADJ
dem-18608	130	15	krężołek	krężołek	PROPN
dem-18608	130	16	dynamic	dynamic	ADJ
dem-18608	130	17	econometric	econometric	ADJ
dem-18608	130	18	models	model	NOUN
dem-18608	130	19	18	18	NUM
dem-18608	130	20	(	(	PUNCT
dem-18608	130	21	2018	2018	NUM
dem-18608	130	22	)	)	PUNCT
dem-18608	130	23	81–97	81–97	NUM
dem-18608	130	24	88	88	NUM
dem-18608	130	25	estimated	estimate	VERB
dem-18608	130	26	.	.	PUNCT
dem-18608	131	1	the	the	DET
dem-18608	131	2	time	time	NOUN
dem-18608	131	3	series	series	NOUN
dem-18608	131	4	of	of	ADP
dem-18608	131	5	the	the	DET
dem-18608	131	6	analyzed	analyze	VERB
dem-18608	131	7	data	datum	NOUN
dem-18608	131	8	during	during	ADP
dem-18608	131	9	entire	entire	ADJ
dem-18608	131	10	period	period	NOUN
dem-18608	131	11	are	be	AUX
dem-18608	131	12	presented	present	VERB
dem-18608	131	13	in	in	ADP
dem-18608	131	14	figure	figure	NOUN
dem-18608	131	15	2	2	NUM
dem-18608	131	16	.	.	PUNCT
dem-18608	131	17	figure	figure	NOUN
dem-18608	131	18	2	2	NUM
dem-18608	131	19	.	.	PUNCT
dem-18608	131	20	log	log	NOUN
dem-18608	131	21	-	-	PUNCT
dem-18608	131	22	returns	return	NOUN
dem-18608	131	23	of	of	ADP
dem-18608	131	24	gold	gold	NOUN
dem-18608	131	25	(	(	PUNCT
dem-18608	131	26	top	top	ADV
dem-18608	131	27	-	-	PUNCT
dem-18608	131	28	left	leave	VERB
dem-18608	131	29	)	)	PUNCT
dem-18608	131	30	,	,	PUNCT
dem-18608	131	31	silver	silver	NOUN
dem-18608	131	32	(	(	PUNCT
dem-18608	131	33	top	top	ADJ
dem-18608	131	34	-	-	PUNCT
dem-18608	131	35	right	right	NOUN
dem-18608	131	36	)	)	PUNCT
dem-18608	131	37	,	,	PUNCT
dem-18608	131	38	platinum	platinum	NOUN
dem-18608	131	39	(	(	PUNCT
dem-18608	131	40	bottom	bottom	ADV
dem-18608	131	41	-	-	PUNCT
dem-18608	131	42	left	left	ADJ
dem-18608	131	43	)	)	PUNCT
dem-18608	131	44	and	and	CCONJ
dem-18608	131	45	palladium	palladium	NOUN
dem-18608	131	46	(	(	PUNCT
dem-18608	131	47	bottom	bottom	ADJ
dem-18608	131	48	-	-	PUNCT
dem-18608	131	49	right	right	NOUN
dem-18608	131	50	)	)	PUNCT
dem-18608	131	51	–	–	PUNCT
dem-18608	131	52	all	all	DET
dem-18608	131	53	period	period	NOUN
dem-18608	131	54	table	table	NOUN
dem-18608	131	55	1	1	NUM
dem-18608	131	56	.	.	PUNCT
dem-18608	132	1	average	average	ADJ
dem-18608	132	2	levels	level	NOUN
dem-18608	132	3	of	of	ADP
dem-18608	132	4	returns	return	NOUN
dem-18608	132	5	for	for	ADP
dem-18608	132	6	days	day	NOUN
dem-18608	132	7	of	of	ADP
dem-18608	132	8	the	the	DET
dem-18608	132	9	week	week	NOUN
dem-18608	132	10	all	all	DET
dem-18608	132	11	entire	entire	ADJ
dem-18608	132	12	period	period	NOUN
dem-18608	132	13	monday	monday	PROPN
dem-18608	132	14	tuesday	tuesday	PROPN
dem-18608	132	15	wednesday	wednesday	PROPN
dem-18608	132	16	thursday	thursday	PROPN
dem-18608	132	17	friday	friday	PROPN
dem-18608	132	18	gold	gold	PROPN
dem-18608	132	19	0.00006	0.00006	NUM
dem-18608	132	20	–	–	PUNCT
dem-18608	132	21	0.00011	0.00011	NUM
dem-18608	132	22	–	–	PUNCT
dem-18608	132	23	0.00005	0.00005	NUM
dem-18608	132	24	0.00018	0.00018	NUM
dem-18608	132	25	0.00151	0.00151	NUM
dem-18608	132	26	silver	silver	NOUN
dem-18608	132	27	0.00021	0.00021	NUM
dem-18608	132	28	–	–	PUNCT
dem-18608	132	29	0.00006	0.00006	NUM
dem-18608	132	30	0.00026	0.00026	NUM
dem-18608	132	31	–	–	PUNCT
dem-18608	132	32	0.00049	0.00049	NUM
dem-18608	132	33	0.00134	0.00134	NUM
dem-18608	132	34	palladium	palladium	NOUN
dem-18608	132	35	–	–	PUNCT
dem-18608	132	36	0.00071	0.00071	NUM
dem-18608	132	37	0.00015	0.00015	NUM
dem-18608	132	38	–	–	PUNCT
dem-18608	132	39	0.00013	0.00013	NUM
dem-18608	132	40	–	–	PUNCT
dem-18608	132	41	0.00028	0.00028	NUM
dem-18608	132	42	0.00147	0.00147	NUM
dem-18608	132	43	platinum	platinum	NOUN
dem-18608	132	44	0.00016	0.00016	NUM
dem-18608	132	45	–	–	PUNCT
dem-18608	132	46	0.00029	0.00029	NUM
dem-18608	132	47	0.00009	0.00009	NUM
dem-18608	132	48	0.00015	0.00015	NUM
dem-18608	132	49	0.00074	0.00074	NUM
dem-18608	132	50	period	period	NOUN
dem-18608	132	51	1	1	NUM
dem-18608	132	52	period	period	NOUN
dem-18608	132	53	of	of	ADP
dem-18608	132	54	upward	upward	ADJ
dem-18608	132	55	trend	trend	NOUN
dem-18608	132	56	monday	monday	PROPN
dem-18608	132	57	tuesday	tuesday	PROPN
dem-18608	132	58	wednesday	wednesday	PROPN
dem-18608	132	59	thursday	thursday	PROPN
dem-18608	132	60	friday	friday	PROPN
dem-18608	132	61	gold	gold	PROPN
dem-18608	132	62	0.00038	0.00038	NUM
dem-18608	133	1	0.00016	0.00016	NUM
dem-18608	133	2	0.00045	0.00045	NUM
dem-18608	133	3	0.00021	0.00021	NUM
dem-18608	133	4	0.00193	0.00193	NUM
dem-18608	133	5	silver	silver	NOUN
dem-18608	133	6	0.00064	0.00064	NUM
dem-18608	133	7	0.00014	0.00014	NUM
dem-18608	133	8	0.00111	0.00111	NUM
dem-18608	133	9	–	–	PUNCT
dem-18608	133	10	0.00042	0.00042	NUM
dem-18608	133	11	0.00202	0.00202	NUM
dem-18608	133	12	palladium	palladium	NOUN
dem-18608	133	13	–	–	PUNCT
dem-18608	133	14	0.00044	0.00044	NUM
dem-18608	133	15	0.00023	0.00023	NUM
dem-18608	133	16	0.00027	0.00027	NUM
dem-18608	133	17	–	–	PUNCT
dem-18608	133	18	0.00068	0.00068	NUM
dem-18608	133	19	0.00155	0.00155	NUM
dem-18608	133	20	platinum	platinum	NOUN
dem-18608	133	21	0.00082	0.00082	NUM
dem-18608	133	22	–	–	PUNCT
dem-18608	133	23	0.00034	0.00034	NUM
dem-18608	133	24	0.00049	0.00049	NUM
dem-18608	133	25	0.00031	0.00031	NUM
dem-18608	133	26	0.00118	0.00118	NUM
dem-18608	133	27	period	period	NOUN
dem-18608	133	28	2	2	NUM
dem-18608	133	29	period	period	NOUN
dem-18608	133	30	of	of	ADP
dem-18608	133	31	downward	downward	ADJ
dem-18608	133	32	trend	trend	NOUN
dem-18608	133	33	monday	monday	PROPN
dem-18608	133	34	tuesday	tuesday	PROPN
dem-18608	133	35	wednesday	wednesday	PROPN
dem-18608	133	36	thursday	thursday	PROPN
dem-18608	133	37	friday	friday	PROPN
dem-18608	133	38	gold	gold	PROPN
dem-18608	133	39	–	–	PUNCT
dem-18608	133	40	0.00064	0.00064	NUM
dem-18608	133	41	–	–	PUNCT
dem-18608	133	42	0.00071	0.00071	NUM
dem-18608	133	43	–	–	PUNCT
dem-18608	133	44	0.00114	0.00114	NUM
dem-18608	133	45	0.00012	0.00012	NUM
dem-18608	133	46	0.00060	0.00060	NUM
dem-18608	133	47	silver	silver	NOUN
dem-18608	133	48	–	–	PUNCT
dem-18608	133	49	0.00073	0.00073	NUM
dem-18608	133	50	–	–	PUNCT
dem-18608	133	51	0.00051	0.00051	NUM
dem-18608	133	52	–	–	PUNCT
dem-18608	133	53	0.00163	0.00163	NUM
dem-18608	133	54	–	–	PUNCT
dem-18608	133	55	0.00062	0.00062	NUM
dem-18608	133	56	–	–	SYM
dem-18608	133	57	0.00014	0.00014	NUM
dem-18608	133	58	palladium	palladium	NOUN
dem-18608	133	59	–	–	PUNCT
dem-18608	133	60	0.00130	0.00130	NUM
dem-18608	133	61	–	–	PUNCT
dem-18608	133	62	0.00004	0.00004	NUM
dem-18608	133	63	–	–	PUNCT
dem-18608	133	64	0.00101	0.00101	NUM
dem-18608	133	65	0.00059	0.00059	NUM
dem-18608	133	66	0.00129	0.00129	NUM
dem-18608	133	67	platinum	platinum	NOUN
dem-18608	133	68	–	–	PUNCT
dem-18608	133	69	0.00126	0.00126	NUM
dem-18608	133	70	–	–	PUNCT
dem-18608	133	71	0.00019	0.00019	NUM
dem-18608	133	72	–	–	PUNCT
dem-18608	133	73	0.00080	0.00080	NUM
dem-18608	133	74	–	–	PUNCT
dem-18608	133	75	0.00019	0.00019	NUM
dem-18608	133	76	–	–	PUNCT
dem-18608	133	77	0.00023	0.00023	NUM
dem-18608	133	78	the	the	DET
dem-18608	133	79	highest	high	ADJ
dem-18608	133	80	volatility	volatility	NOUN
dem-18608	133	81	was	be	AUX
dem-18608	133	82	observed	observe	VERB
dem-18608	133	83	for	for	ADP
dem-18608	133	84	silver	silver	NOUN
dem-18608	133	85	and	and	CCONJ
dem-18608	133	86	palladium	palladium	NOUN
dem-18608	133	87	return	return	NOUN
dem-18608	133	88	rates	rate	NOUN
dem-18608	133	89	.	.	PUNCT
dem-18608	134	1	data	datum	NOUN
dem-18608	134	2	clusters	cluster	NOUN
dem-18608	134	3	and	and	CCONJ
dem-18608	134	4	grouping	grouping	NOUN
dem-18608	134	5	of	of	ADP
dem-18608	134	6	variances	variance	NOUN
dem-18608	134	7	are	be	AUX
dem-18608	134	8	clearly	clearly	ADV
dem-18608	134	9	visible	visible	ADJ
dem-18608	134	10	.	.	PUNCT
dem-18608	135	1	in	in	ADP
dem-18608	135	2	addition	addition	NOUN
dem-18608	135	3	,	,	PUNCT
dem-18608	135	4	all	all	DET
dem-18608	135	5	figures	figure	NOUN
dem-18608	135	6	show	show	VERB
dem-18608	135	7	a	a	DET
dem-18608	135	8	significant	significant	ADJ
dem-18608	135	9	increase	increase	NOUN
dem-18608	135	10	in	in	ADP
dem-18608	135	11	the	the	DET
dem-18608	135	12	level	level	NOUN
dem-18608	135	13	of	of	ADP
dem-18608	135	14	volatility	volatility	NOUN
dem-18608	135	15	corresponding	correspond	VERB
dem-18608	135	16	to	to	ADP
dem-18608	135	17	the	the	DET
dem-18608	135	18	beginning	beginning	NOUN
dem-18608	135	19	of	of	ADP
dem-18608	135	20	the	the	DET
dem-18608	135	21	upward	upward	ADJ
dem-18608	135	22	trend	trend	NOUN
dem-18608	135	23	on	on	ADP
dem-18608	135	24	global	global	ADJ
dem-18608	135	25	economy	economy	NOUN
dem-18608	135	26	.	.	PUNCT
dem-18608	136	1	in	in	ADP
dem-18608	136	2	table	table	NOUN
dem-18608	136	3	1	1	NUM
dem-18608	136	4	the	the	DET
dem-18608	136	5	average	average	ADJ
dem-18608	136	6	testing	testing	NOUN
dem-18608	136	7	day	day	NOUN
dem-18608	136	8	of	of	ADP
dem-18608	136	9	the	the	DET
dem-18608	136	10	week	week	NOUN
dem-18608	136	11	effect	effect	NOUN
dem-18608	136	12	on	on	ADP
dem-18608	136	13	precious	precious	ADJ
dem-18608	136	14	metals	metal	NOUN
dem-18608	136	15	market	market	NOUN
dem-18608	136	16	dynamic	dynamic	ADJ
dem-18608	136	17	econometric	econometric	ADJ
dem-18608	136	18	models	model	NOUN
dem-18608	136	19	18	18	NUM
dem-18608	136	20	(	(	PUNCT
dem-18608	136	21	2018	2018	NUM
dem-18608	136	22	)	)	PUNCT
dem-18608	136	23	81–97	81–97	NUM
dem-18608	136	24	89	89	NUM
dem-18608	136	25	levels	level	NOUN
dem-18608	136	26	of	of	ADP
dem-18608	136	27	returns	return	NOUN
dem-18608	136	28	for	for	ADP
dem-18608	136	29	every	every	DET
dem-18608	136	30	day	day	NOUN
dem-18608	136	31	of	of	ADP
dem-18608	136	32	the	the	DET
dem-18608	136	33	week	week	NOUN
dem-18608	136	34	for	for	ADP
dem-18608	136	35	entire	entire	ADJ
dem-18608	136	36	period	period	NOUN
dem-18608	136	37	and	and	CCONJ
dem-18608	136	38	all	all	DET
dem-18608	136	39	subperiods	subperiod	NOUN
dem-18608	136	40	are	be	AUX
dem-18608	136	41	shown	show	VERB
dem-18608	136	42	.	.	PUNCT
dem-18608	137	1	the	the	DET
dem-18608	137	2	results	result	NOUN
dem-18608	137	3	show	show	VERB
dem-18608	137	4	that	that	SCONJ
dem-18608	137	5	during	during	ADP
dem-18608	137	6	entire	entire	ADJ
dem-18608	137	7	period	period	NOUN
dem-18608	137	8	the	the	DET
dem-18608	137	9	average	average	ADJ
dem-18608	137	10	positive	positive	ADJ
dem-18608	137	11	returns	return	NOUN
dem-18608	137	12	on	on	ADP
dem-18608	137	13	fridays	friday	NOUN
dem-18608	137	14	were	be	AUX
dem-18608	137	15	observed	observe	VERB
dem-18608	137	16	,	,	PUNCT
dem-18608	137	17	regardless	regardless	ADV
dem-18608	137	18	of	of	ADP
dem-18608	137	19	the	the	DET
dem-18608	137	20	type	type	NOUN
dem-18608	137	21	of	of	ADP
dem-18608	137	22	metal	metal	NOUN
dem-18608	137	23	.	.	PUNCT
dem-18608	138	1	gold	gold	NOUN
dem-18608	138	2	realized	realize	VERB
dem-18608	138	3	negative	negative	ADJ
dem-18608	138	4	returns	return	NOUN
dem-18608	138	5	on	on	ADP
dem-18608	138	6	tuesdays	tuesday	NOUN
dem-18608	138	7	and	and	CCONJ
dem-18608	138	8	wednesdays	wednesday	NOUN
dem-18608	138	9	,	,	PUNCT
dem-18608	138	10	silver	silver	NOUN
dem-18608	138	11	on	on	ADP
dem-18608	138	12	tuesdays	tuesday	NOUN
dem-18608	138	13	and	and	CCONJ
dem-18608	138	14	thursdays	thursday	NOUN
dem-18608	138	15	,	,	PUNCT
dem-18608	138	16	palladium	palladium	NOUN
dem-18608	138	17	on	on	ADP
dem-18608	138	18	mondays	monday	NOUN
dem-18608	138	19	,	,	PUNCT
dem-18608	138	20	wednesdays	wednesday	NOUN
dem-18608	138	21	and	and	CCONJ
dem-18608	138	22	thursdays	thursday	NOUN
dem-18608	138	23	,	,	PUNCT
dem-18608	138	24	while	while	SCONJ
dem-18608	138	25	platinum	platinum	NOUN
dem-18608	138	26	only	only	ADV
dem-18608	138	27	on	on	ADP
dem-18608	138	28	tuesdays	tuesday	NOUN
dem-18608	138	29	.	.	PUNCT
dem-18608	139	1	positive	positive	ADJ
dem-18608	139	2	returns	return	NOUN
dem-18608	139	3	were	be	AUX
dem-18608	139	4	observed	observe	VERB
dem-18608	139	5	for	for	ADP
dem-18608	139	6	other	other	ADJ
dem-18608	139	7	days	day	NOUN
dem-18608	139	8	.	.	PUNCT
dem-18608	140	1	during	during	ADP
dem-18608	140	2	the	the	DET
dem-18608	140	3	upward	upward	ADJ
dem-18608	140	4	trend	trend	NOUN
dem-18608	140	5	,	,	PUNCT
dem-18608	140	6	the	the	DET
dem-18608	140	7	average	average	ADJ
dem-18608	140	8	returns	return	NOUN
dem-18608	140	9	on	on	ADP
dem-18608	140	10	fridays	friday	NOUN
dem-18608	140	11	were	be	AUX
dem-18608	140	12	much	much	ADV
dem-18608	140	13	higher	high	ADJ
dem-18608	140	14	comparing	compare	VERB
dem-18608	140	15	to	to	ADP
dem-18608	140	16	the	the	DET
dem-18608	140	17	other	other	ADJ
dem-18608	140	18	days	day	NOUN
dem-18608	140	19	of	of	ADP
dem-18608	140	20	the	the	DET
dem-18608	140	21	week	week	NOUN
dem-18608	140	22	.	.	PUNCT
dem-18608	141	1	all	all	DET
dem-18608	141	2	metals	metal	NOUN
dem-18608	141	3	generated	generate	VERB
dem-18608	141	4	on	on	ADP
dem-18608	141	5	average	average	ADJ
dem-18608	141	6	positive	positive	ADJ
dem-18608	141	7	returns	return	NOUN
dem-18608	141	8	and	and	CCONJ
dem-18608	141	9	the	the	DET
dem-18608	141	10	differences	difference	NOUN
dem-18608	141	11	determined	determine	VERB
dem-18608	141	12	by	by	ADP
dem-18608	141	13	the	the	DET
dem-18608	141	14	day	day	NOUN
dem-18608	141	15	of	of	ADP
dem-18608	141	16	the	the	DET
dem-18608	141	17	week	week	NOUN
dem-18608	141	18	are	be	AUX
dem-18608	141	19	clearly	clearly	ADV
dem-18608	141	20	visible	visible	ADJ
dem-18608	141	21	.	.	PUNCT
dem-18608	142	1	similar	similar	ADJ
dem-18608	142	2	conclusions	conclusion	NOUN
dem-18608	142	3	can	can	AUX
dem-18608	142	4	be	be	AUX
dem-18608	142	5	drawn	draw	VERB
dem-18608	142	6	in	in	ADP
dem-18608	142	7	the	the	DET
dem-18608	142	8	case	case	NOUN
dem-18608	142	9	of	of	ADP
dem-18608	142	10	a	a	DET
dem-18608	142	11	downward	downward	ADJ
dem-18608	142	12	trend	trend	NOUN
dem-18608	142	13	,	,	PUNCT
dem-18608	142	14	with	with	ADP
dem-18608	142	15	the	the	DET
dem-18608	142	16	average	average	ADJ
dem-18608	142	17	negative	negative	ADJ
dem-18608	142	18	returns	return	NOUN
dem-18608	142	19	observed	observe	VERB
dem-18608	142	20	on	on	ADP
dem-18608	142	21	all	all	DET
dem-18608	142	22	days	day	NOUN
dem-18608	142	23	.	.	PUNCT
dem-18608	143	1	nevertheless	nevertheless	ADV
dem-18608	143	2	,	,	PUNCT
dem-18608	143	3	we	we	PRON
dem-18608	143	4	can	can	AUX
dem-18608	143	5	still	still	ADV
dem-18608	143	6	see	see	VERB
dem-18608	143	7	the	the	DET
dem-18608	143	8	diversity	diversity	NOUN
dem-18608	143	9	due	due	ADP
dem-18608	143	10	to	to	ADP
dem-18608	143	11	the	the	DET
dem-18608	143	12	day	day	NOUN
dem-18608	143	13	of	of	ADP
dem-18608	143	14	the	the	DET
dem-18608	143	15	week	week	NOUN
dem-18608	143	16	.	.	PUNCT
dem-18608	144	1	in	in	ADP
dem-18608	144	2	the	the	DET
dem-18608	144	3	case	case	NOUN
dem-18608	144	4	of	of	ADP
dem-18608	144	5	gold	gold	NOUN
dem-18608	144	6	and	and	CCONJ
dem-18608	144	7	silver	silver	NOUN
dem-18608	144	8	,	,	PUNCT
dem-18608	144	9	the	the	DET
dem-18608	144	10	lowest	low	ADJ
dem-18608	144	11	returns	return	NOUN
dem-18608	144	12	were	be	AUX
dem-18608	144	13	observed	observe	VERB
dem-18608	144	14	on	on	ADP
dem-18608	144	15	wednesdays	wednesday	NOUN
dem-18608	144	16	,	,	PUNCT
dem-18608	144	17	while	while	SCONJ
dem-18608	144	18	for	for	ADP
dem-18608	144	19	platinum	platinum	NOUN
dem-18608	144	20	and	and	CCONJ
dem-18608	144	21	palladium	palladium	NOUN
dem-18608	144	22	on	on	ADP
dem-18608	144	23	mondays	monday	NOUN
dem-18608	144	24	.	.	PUNCT
dem-18608	145	1	summarizing	summarize	VERB
dem-18608	145	2	this	this	DET
dem-18608	145	3	results	result	NOUN
dem-18608	145	4	we	we	PRON
dem-18608	145	5	can	can	AUX
dem-18608	145	6	suppose	suppose	VERB
dem-18608	145	7	that	that	SCONJ
dem-18608	145	8	the	the	DET
dem-18608	145	9	day	day	NOUN
dem-18608	145	10	of	of	ADP
dem-18608	145	11	the	the	DET
dem-18608	145	12	week	week	NOUN
dem-18608	145	13	is	be	AUX
dem-18608	145	14	observed	observe	VERB
dem-18608	145	15	on	on	ADP
dem-18608	145	16	metals	metal	NOUN
dem-18608	145	17	market	market	NOUN
dem-18608	145	18	.	.	PUNCT
dem-18608	146	1	table	table	NOUN
dem-18608	146	2	2	2	NUM
dem-18608	146	3	.	.	X
dem-18608	146	4	ar	ar	NOUN
dem-18608	146	5	-	-	NOUN
dem-18608	146	6	garch	garch	NOUN
dem-18608	146	7	and	and	CCONJ
dem-18608	146	8	ar	ar	NOUN
dem-18608	146	9	-	-	PUNCT
dem-18608	146	10	aparch	aparch	NOUN
dem-18608	146	11	models	model	NOUN
dem-18608	146	12	–	–	PUNCT
dem-18608	146	13	gold	gold	NOUN
dem-18608	146	14	–	–	PUNCT
dem-18608	146	15	entire	entire	ADJ
dem-18608	146	16	period	period	NOUN
dem-18608	146	17	parameter	parameter	NOUN
dem-18608	146	18	ar(1)-garch(1,1)-n	ar(1)-garch(1,1)-n	NOUN
dem-18608	146	19	p	p	NOUN
dem-18608	146	20	-	-	PUNCT
dem-18608	146	21	value	value	NOUN
dem-18608	146	22	ar(1)-garch(1,1)-s	ar(1)-garch(1,1)-s	DET
dem-18608	146	23	p	p	NOUN
dem-18608	146	24	-	-	PUNCT
dem-18608	146	25	value	value	NOUN
dem-18608	146	26	ar(1)-garch(1,1)-ged	ar(1)-garch(1,1)-ge	VERB
dem-18608	146	27	p	p	NOUN
dem-18608	146	28	-	-	PUNCT
dem-18608	146	29	value	value	NOUN
dem-18608	146	30	𝜑@	𝜑@	NOUN
dem-18608	146	31	0.00158	0.00158	NUM
dem-18608	146	32	0.000	0.000	NUM
dem-18608	146	33	*	*	PUNCT
dem-18608	146	34	*	*	PUNCT
dem-18608	146	35	*	*	PUNCT
dem-18608	147	1	0.00132	0.00132	NUM
dem-18608	147	2	0.000	0.000	NOUN
dem-18608	147	3	*	*	PUNCT
dem-18608	147	4	*	*	PUNCT
dem-18608	147	5	*	*	PUNCT
dem-18608	147	6	0.00124	0.00124	NUM
dem-18608	147	7	0.001	0.001	NUM
dem-18608	147	8	*	*	PUNCT
dem-18608	147	9	*	*	PUNCT
dem-18608	147	10	*	*	PUNCT
dem-18608	147	11	𝜑	𝜑	SYM
dem-18608	147	12	*	*	PUNCT
dem-18608	147	13	–	–	PUNCT
dem-18608	147	14	0.00111	0.00111	NUM
dem-18608	147	15	0.950	0.950	NUM
dem-18608	147	16	–	–	PUNCT
dem-18608	147	17	0.02239	0.02239	NUM
dem-18608	147	18	0.097	0.097	NUM
dem-18608	147	19	*	*	PUNCT
dem-18608	147	20	–	–	PUNCT
dem-18608	147	21	0.02077	0.02077	NUM
dem-18608	147	22	0.192	0.192	NUM
dem-18608	147	23	𝜔	𝜔	DET
dem-18608	147	24	�	�	PROPN
dem-18608	147	25	�	�	PROPN
dem-18608	147	26	�	�	PROPN
dem-18608	147	27	–	–	PUNCT
dem-18608	147	28	0.00164	0.00164	NUM
dem-18608	147	29	0.001	0.001	NUM
dem-18608	147	30	*	*	PUNCT
dem-18608	147	31	*	*	PUNCT
dem-18608	147	32	*	*	PUNCT
dem-18608	147	33	–	–	PUNCT
dem-18608	147	34	0.00109	0.00109	NUM
dem-18608	147	35	0.005	0.005	NUM
dem-18608	147	36	*	*	PUNCT
dem-18608	147	37	*	*	PUNCT
dem-18608	147	38	*	*	PUNCT
dem-18608	147	39	–	–	PUNCT
dem-18608	147	40	0.00106	0.00106	NUM
dem-18608	147	41	0.035	0.035	NUM
dem-18608	147	42	*	*	PUNCT
dem-18608	147	43	*	*	PUNCT
dem-18608	147	44	𝜔	𝜔	PRON
dem-18608	147	45	�	�	PROPN
dem-18608	147	46	g	g	NOUN
dem-18608	147	47	�	�	PROPN
dem-18608	147	48	–	–	PUNCT
dem-18608	147	49	0.00159	0.00159	NUM
dem-18608	147	50	0.002	0.002	NUM
dem-18608	147	51	*	*	PUNCT
dem-18608	147	52	*	*	PUNCT
dem-18608	147	53	*	*	PUNCT
dem-18608	147	54	–	–	PUNCT
dem-18608	147	55	0.00129	0.00129	NUM
dem-18608	147	56	0.002	0.002	NUM
dem-18608	147	57	*	*	PUNCT
dem-18608	147	58	*	*	PUNCT
dem-18608	147	59	*	*	PUNCT
dem-18608	147	60	–	–	PUNCT
dem-18608	147	61	0.00113	0.00113	NUM
dem-18608	147	62	0.034	0.034	NUM
dem-18608	147	63	*	*	PUNCT
dem-18608	147	64	*	*	PUNCT
dem-18608	147	65	𝜔	𝜔	NOUN
dem-18608	147	66	�	�	PROPN
dem-18608	147	67	�	�	NOUN
dem-18608	147	68	h	h	NOUN
dem-18608	147	69	–	–	PUNCT
dem-18608	147	70	0.00169	0.00169	NUM
dem-18608	147	71	0.001	0.001	NUM
dem-18608	147	72	*	*	PUNCT
dem-18608	147	73	*	*	PUNCT
dem-18608	147	74	*	*	PUNCT
dem-18608	147	75	–	–	PUNCT
dem-18608	147	76	0.00112	0.00112	NUM
dem-18608	147	77	0.007	0.007	NUM
dem-18608	147	78	*	*	PUNCT
dem-18608	147	79	*	*	PUNCT
dem-18608	147	80	*	*	PUNCT
dem-18608	147	81	–	–	PUNCT
dem-18608	147	82	0.00100	0.00100	NUM
dem-18608	147	83	0.042	0.042	NUM
dem-18608	147	84	*	*	PUNCT
dem-18608	147	85	*	*	PUNCT
dem-18608	147	86	𝜔	𝜔	NOUN
dem-18608	147	87	�	�	PROPN
dem-18608	147	88	�	�	PROPN
dem-18608	147	89	g	g	NOUN
dem-18608	147	90	�	�	PROPN
dem-18608	147	91	–	–	PUNCT
dem-18608	147	92	0.00145	0.00145	NUM
dem-18608	147	93	0.007	0.007	NUM
dem-18608	147	94	*	*	PUNCT
dem-18608	147	95	*	*	PUNCT
dem-18608	147	96	*	*	PUNCT
dem-18608	147	97	–	–	PUNCT
dem-18608	147	98	0.00121	0.00121	NUM
dem-18608	147	99	0.005	0.005	NUM
dem-18608	147	100	*	*	PUNCT
dem-18608	147	101	*	*	PUNCT
dem-18608	147	102	*	*	PUNCT
dem-18608	147	103	–	–	PUNCT
dem-18608	147	104	0.00118	0.00118	NUM
dem-18608	147	105	0.017	0.017	NUM
dem-18608	147	106	*	*	PUNCT
dem-18608	147	107	*	*	PUNCT
dem-18608	147	108	𝜔	𝜔	VERB
dem-18608	147	109	�	�	NOUN
dem-18608	147	110	�	�	NOUN
dem-18608	147	111	a	a	DET
dem-18608	147	112	0.00158	0.00158	NUM
dem-18608	147	113	0.000	0.000	NUM
dem-18608	147	114	*	*	PUNCT
dem-18608	147	115	*	*	PUNCT
dem-18608	147	116	*	*	PUNCT
dem-18608	148	1	0.00132	0.00132	NUM
dem-18608	148	2	0.000	0.000	NOUN
dem-18608	148	3	*	*	PUNCT
dem-18608	148	4	*	*	PUNCT
dem-18608	148	5	*	*	PUNCT
dem-18608	149	1	0.00124	0.00124	NUM
dem-18608	149	2	0.000	0.000	NUM
dem-18608	149	3	*	*	PUNCT
dem-18608	149	4	*	*	PUNCT
dem-18608	149	5	*	*	PUNCT
dem-18608	149	6	𝛼@	𝛼@	SYM
dem-18608	149	7	0.00000	0.00000	NUM
dem-18608	149	8	0.031	0.031	NUM
dem-18608	149	9	*	*	NOUN
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dem-18608	149	13	*	*	PUNCT
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dem-18608	149	18	*	*	PUNCT
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dem-18608	149	21	𝛼	𝛼	PROPN
dem-18608	149	22	*	*	NOUN
dem-18608	149	23	0.03952	0.03952	NUM
dem-18608	149	24	0.002	0.002	NUM
dem-18608	149	25	*	*	PUNCT
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dem-18608	150	1	0.04504	0.04504	NUM
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dem-18608	150	3	*	*	PUNCT
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dem-18608	150	5	*	*	PUNCT
dem-18608	150	6	0.04256	0.04256	NUM
dem-18608	150	7	0.000	0.000	NUM
dem-18608	150	8	*	*	PUNCT
dem-18608	150	9	*	*	PUNCT
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dem-18608	150	11	𝛽	𝛽	X
dem-18608	150	12	*	*	PROPN
dem-18608	150	13	0.94563	0.94563	NUM
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dem-18608	150	17	*	*	PUNCT
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dem-18608	150	20	*	*	PUNCT
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dem-18608	150	22	*	*	PUNCT
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dem-18608	150	25	*	*	PUNCT
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dem-18608	150	28	𝜈	𝜈	X
dem-18608	150	29	–	–	PUNCT
dem-18608	150	30	–	–	PUNCT
dem-18608	150	31	4.71052	4.71052	NUM
dem-18608	150	32	0.000	0.000	NUM
dem-18608	150	33	*	*	PUNCT
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dem-18608	151	1	1.18248	1.18248	NUM
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dem-18608	151	6	parameter	parameter	NOUN
dem-18608	151	7	ar(1)-aparch(1,1)-n	ar(1)-aparch(1,1)-n	NOUN
dem-18608	151	8	p	p	NOUN
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dem-18608	151	10	value	value	NOUN
dem-18608	151	11	ar(1)-aparch(1,1)-s	ar(1)-aparch(1,1)-	NOUN
dem-18608	151	12	p	p	NOUN
dem-18608	151	13	-	-	PUNCT
dem-18608	151	14	value	value	NOUN
dem-18608	151	15	ar(1)-aparch(1,1)-ged	ar(1)-aparch(1,1)-ge	VERB
dem-18608	151	16	p	p	NOUN
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dem-18608	151	19	𝜑@	𝜑@	NOUN
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dem-18608	153	1	0.00138	0.00138	NUM
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dem-18608	155	6	𝜑	𝜑	SYM
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dem-18608	155	8	–	–	PUNCT
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dem-18608	155	21	𝜔	𝜔	PART
dem-18608	155	22	�	�	PROPN
dem-18608	155	23	�	�	PROPN
dem-18608	155	24	�	�	PROPN
dem-18608	155	25	–	–	PUNCT
dem-18608	155	26	0.00164	0.00164	NUM
dem-18608	155	27	0.001	0.001	NUM
dem-18608	155	28	*	*	PUNCT
dem-18608	155	29	*	*	PUNCT
dem-18608	155	30	*	*	PUNCT
dem-18608	155	31	–	–	PUNCT
dem-18608	155	32	0.00112	0.00112	NUM
dem-18608	155	33	0.004	0.004	NUM
dem-18608	155	34	*	*	PUNCT
dem-18608	155	35	*	*	PUNCT
dem-18608	155	36	*	*	PUNCT
dem-18608	155	37	–	–	PUNCT
dem-18608	155	38	0.00111	0.00111	NUM
dem-18608	155	39	0.001	0.001	NUM
dem-18608	155	40	*	*	PUNCT
dem-18608	155	41	*	*	PUNCT
dem-18608	155	42	*	*	PUNCT
dem-18608	155	43	𝜔	𝜔	PART
dem-18608	155	44	�	�	PROPN
dem-18608	155	45	g	g	NOUN
dem-18608	155	46	�	�	PROPN
dem-18608	155	47	–	–	PUNCT
dem-18608	155	48	0.00161	0.00161	NUM
dem-18608	155	49	0.002	0.002	NUM
dem-18608	155	50	*	*	PUNCT
dem-18608	155	51	*	*	PUNCT
dem-18608	155	52	*	*	PUNCT
dem-18608	155	53	–	–	PUNCT
dem-18608	155	54	0.00131	0.00131	NUM
dem-18608	155	55	0.001	0.001	NUM
dem-18608	155	56	*	*	PUNCT
dem-18608	155	57	*	*	PUNCT
dem-18608	155	58	*	*	PUNCT
dem-18608	155	59	–	–	PUNCT
dem-18608	155	60	0.00117	0.00117	NUM
dem-18608	155	61	0.000	0.000	NUM
dem-18608	155	62	*	*	PUNCT
dem-18608	155	63	*	*	PUNCT
dem-18608	155	64	*	*	PUNCT
dem-18608	155	65	𝜔	𝜔	NOUN
dem-18608	155	66	�	�	PROPN
dem-18608	155	67	�	�	NOUN
dem-18608	155	68	h	h	NOUN
dem-18608	155	69	–	–	PUNCT
dem-18608	155	70	0.00170	0.00170	NUM
dem-18608	155	71	0.001	0.001	NUM
dem-18608	155	72	*	*	PUNCT
dem-18608	155	73	*	*	PUNCT
dem-18608	155	74	*	*	PUNCT
dem-18608	155	75	–	–	PUNCT
dem-18608	155	76	0.00118	0.00118	NUM
dem-18608	155	77	0.003	0.003	NUM
dem-18608	155	78	*	*	PUNCT
dem-18608	155	79	*	*	PUNCT
dem-18608	155	80	*	*	PUNCT
dem-18608	155	81	–	–	PUNCT
dem-18608	155	82	0.00104	0.00104	NUM
dem-18608	155	83	0.002	0.002	NUM
dem-18608	155	84	*	*	PUNCT
dem-18608	155	85	*	*	PUNCT
dem-18608	155	86	*	*	PUNCT
dem-18608	155	87	𝜔	𝜔	NOUN
dem-18608	155	88	�	�	PROPN
dem-18608	155	89	�	�	PROPN
dem-18608	155	90	g	g	NOUN
dem-18608	155	91	�	�	PROPN
dem-18608	155	92	–	–	PUNCT
dem-18608	155	93	0.00151	0.00151	NUM
dem-18608	155	94	0.005	0.005	NUM
dem-18608	155	95	*	*	PUNCT
dem-18608	155	96	*	*	PUNCT
dem-18608	155	97	*	*	PUNCT
dem-18608	155	98	–	–	PUNCT
dem-18608	155	99	0.00127	0.00127	NUM
dem-18608	155	100	0.002	0.002	NUM
dem-18608	155	101	*	*	PUNCT
dem-18608	155	102	*	*	PUNCT
dem-18608	155	103	*	*	PUNCT
dem-18608	155	104	–	–	PUNCT
dem-18608	155	105	0.00125	0.00125	NUM
dem-18608	155	106	0.000	0.000	NUM
dem-18608	155	107	*	*	PUNCT
dem-18608	155	108	*	*	PUNCT
dem-18608	155	109	*	*	PUNCT
dem-18608	155	110	𝜔	𝜔	VERB
dem-18608	155	111	�	�	NOUN
dem-18608	155	112	�	�	NOUN
dem-18608	155	113	a	a	DET
dem-18608	155	114	0.00164	0.00164	NUM
dem-18608	155	115	0.000	0.000	NUM
dem-18608	155	116	*	*	PUNCT
dem-18608	155	117	*	*	PUNCT
dem-18608	156	1	*	*	PUNCT
dem-18608	156	2	0.00138	0.00138	NUM
dem-18608	156	3	0.000	0.000	NUM
dem-18608	156	4	*	*	PUNCT
dem-18608	157	1	*	*	PUNCT
dem-18608	157	2	*	*	PUNCT
dem-18608	158	1	0.00130	0.00130	NUM
dem-18608	158	2	0.000	0.000	NUM
dem-18608	158	3	*	*	PUNCT
dem-18608	158	4	*	*	PUNCT
dem-18608	158	5	*	*	PUNCT
dem-18608	158	6	𝛼@	𝛼@	SYM
dem-18608	158	7	0.00000	0.00000	NUM
dem-18608	158	8	0.030	0.030	NUM
dem-18608	158	9	*	*	PUNCT
dem-18608	158	10	*	*	PUNCT
dem-18608	158	11	0.00000	0.00000	NUM
dem-18608	158	12	0.001	0.001	NUM
dem-18608	158	13	*	*	PUNCT
dem-18608	158	14	*	*	PUNCT
dem-18608	158	15	*	*	PUNCT
dem-18608	158	16	0.00000	0.00000	NUM
dem-18608	158	17	0.001	0.001	NUM
dem-18608	158	18	*	*	PUNCT
dem-18608	158	19	*	*	PUNCT
dem-18608	158	20	*	*	PUNCT
dem-18608	158	21	𝛼	𝛼	X
dem-18608	158	22	*	*	NOUN
dem-18608	158	23	0.04547	0.04547	NUM
dem-18608	158	24	0.000	0.000	NUM
dem-18608	158	25	*	*	PUNCT
dem-18608	158	26	*	*	PUNCT
dem-18608	158	27	*	*	PUNCT
dem-18608	158	28	0.05035	0.05035	NUM
dem-18608	158	29	0.000	0.000	NUM
dem-18608	158	30	*	*	PUNCT
dem-18608	158	31	*	*	PUNCT
dem-18608	158	32	*	*	PUNCT
dem-18608	159	1	0.04965	0.04965	NUM
dem-18608	159	2	0.000	0.000	NUM
dem-18608	159	3	*	*	PUNCT
dem-18608	159	4	*	*	PUNCT
dem-18608	159	5	*	*	PUNCT
dem-18608	159	6	𝛽	𝛽	SYM
dem-18608	159	7	*	*	PUNCT
dem-18608	159	8	–	–	PUNCT
dem-18608	159	9	0.07825	0.07825	NUM
dem-18608	159	10	0.503	0.503	NUM
dem-18608	159	11	–	–	PUNCT
dem-18608	159	12	0.28993	0.28993	NUM
dem-18608	159	13	0.004	0.004	NUM
dem-18608	159	14	*	*	PUNCT
dem-18608	159	15	*	*	PUNCT
dem-18608	159	16	*	*	PUNCT
dem-18608	159	17	–	–	PUNCT
dem-18608	159	18	0.19508	0.19508	NUM
dem-18608	159	19	0.090	0.090	NUM
dem-18608	159	20	*	*	NOUN
dem-18608	159	21	*	*	PUNCT
dem-18608	159	22	𝛾	𝛾	PROPN
dem-18608	159	23	*	*	NOUN
dem-18608	159	24	0.94625	0.94625	NUM
dem-18608	159	25	0.000	0.000	NUM
dem-18608	159	26	*	*	PUNCT
dem-18608	159	27	*	*	PUNCT
dem-18608	159	28	*	*	PUNCT
dem-18608	159	29	0.95404	0.95404	NUM
dem-18608	159	30	0.000	0.000	NUM
dem-18608	159	31	*	*	PUNCT
dem-18608	159	32	*	*	PUNCT
dem-18608	159	33	*	*	PUNCT
dem-18608	159	34	0.95079	0.95079	NUM
dem-18608	159	35	0.000	0.000	NUM
dem-18608	159	36	*	*	PUNCT
dem-18608	159	37	*	*	PUNCT
dem-18608	159	38	*	*	PUNCT
dem-18608	159	39	𝛿	𝛿	PRON
dem-18608	159	40	1.66345	1.66345	NUM
dem-18608	159	41	0.000	0.000	NUM
dem-18608	159	42	*	*	PUNCT
dem-18608	159	43	*	*	PUNCT
dem-18608	159	44	*	*	PUNCT
dem-18608	160	1	1.24743	1.24743	NUM
dem-18608	160	2	0.000	0.000	NUM
dem-18608	160	3	*	*	PUNCT
dem-18608	160	4	*	*	PUNCT
dem-18608	160	5	*	*	PUNCT
dem-18608	161	1	1.36498	1.36498	NUM
dem-18608	161	2	0.000	0.000	NUM
dem-18608	161	3	*	*	PUNCT
dem-18608	161	4	*	*	PUNCT
dem-18608	161	5	*	*	PUNCT
dem-18608	161	6	𝜈	𝜈	X
dem-18608	161	7	–	–	PUNCT
dem-18608	161	8	–	–	PUNCT
dem-18608	161	9	4.74212	4.74212	NUM
dem-18608	161	10	0.000	0.000	NUM
dem-18608	161	11	*	*	PUNCT
dem-18608	161	12	*	*	PUNCT
dem-18608	161	13	*	*	PUNCT
dem-18608	162	1	1.18170	1.18170	NUM
dem-18608	162	2	0.000	0.000	NUM
dem-18608	162	3	*	*	PUNCT
dem-18608	162	4	*	*	PUNCT
dem-18608	162	5	*	*	PUNCT
dem-18608	162	6	in	in	ADP
dem-18608	162	7	the	the	DET
dem-18608	162	8	next	next	ADJ
dem-18608	162	9	stage	stage	NOUN
dem-18608	162	10	of	of	ADP
dem-18608	162	11	the	the	DET
dem-18608	162	12	analysis	analysis	NOUN
dem-18608	162	13	,	,	PUNCT
dem-18608	162	14	the	the	DET
dem-18608	162	15	effect	effect	NOUN
dem-18608	162	16	of	of	ADP
dem-18608	162	17	the	the	DET
dem-18608	162	18	day	day	NOUN
dem-18608	162	19	of	of	ADP
dem-18608	162	20	the	the	DET
dem-18608	162	21	week	week	NOUN
dem-18608	162	22	was	be	AUX
dem-18608	162	23	verified	verify	VERB
dem-18608	162	24	using	use	VERB
dem-18608	162	25	the	the	DET
dem-18608	162	26	models	model	NOUN
dem-18608	162	27	presented	present	VERB
dem-18608	162	28	in	in	ADP
dem-18608	162	29	theoretical	theoretical	ADJ
dem-18608	162	30	part	part	NOUN
dem-18608	162	31	of	of	ADP
dem-18608	162	32	this	this	DET
dem-18608	162	33	paper	paper	NOUN
dem-18608	162	34	.	.	PUNCT
dem-18608	163	1	the	the	DET
dem-18608	163	2	dominik	dominik	PROPN
dem-18608	163	3	krężołek	krężołek	PROPN
dem-18608	163	4	dynamic	dynamic	ADJ
dem-18608	163	5	econometric	econometric	ADJ
dem-18608	163	6	models	model	NOUN
dem-18608	163	7	18	18	NUM
dem-18608	163	8	(	(	PUNCT
dem-18608	163	9	2018	2018	NUM
dem-18608	163	10	)	)	PUNCT
dem-18608	163	11	81–97	81–97	NUM
dem-18608	163	12	90	90	NUM
dem-18608	163	13	seasonality	seasonality	NOUN
dem-18608	163	14	effect	effect	NOUN
dem-18608	163	15	was	be	AUX
dem-18608	163	16	included	include	VERB
dem-18608	163	17	in	in	ADP
dem-18608	163	18	the	the	DET
dem-18608	163	19	conditional	conditional	ADJ
dem-18608	163	20	mean	mean	NOUN
dem-18608	163	21	equation	equation	NOUN
dem-18608	163	22	.	.	PUNCT
dem-18608	164	1	at	at	ADP
dem-18608	164	2	the	the	DET
dem-18608	164	3	beginning	beginning	NOUN
dem-18608	164	4	,	,	PUNCT
dem-18608	164	5	the	the	DET
dem-18608	164	6	assumption	assumption	NOUN
dem-18608	164	7	of	of	ADP
dem-18608	164	8	normality	normality	NOUN
dem-18608	164	9	of	of	ADP
dem-18608	164	10	returns	return	NOUN
dem-18608	164	11	was	be	AUX
dem-18608	164	12	examined	examine	VERB
dem-18608	164	13	.	.	PUNCT
dem-18608	165	1	the	the	DET
dem-18608	165	2	results	result	NOUN
dem-18608	165	3	showed	show	VERB
dem-18608	165	4	that	that	SCONJ
dem-18608	165	5	this	this	DET
dem-18608	165	6	hypothesis	hypothesis	NOUN
dem-18608	165	7	has	have	VERB
dem-18608	165	8	to	to	PART
dem-18608	165	9	be	be	AUX
dem-18608	165	10	rejected	reject	VERB
dem-18608	165	11	.	.	PUNCT
dem-18608	166	1	in	in	ADP
dem-18608	166	2	the	the	DET
dem-18608	166	3	next	next	ADJ
dem-18608	166	4	step	step	NOUN
dem-18608	166	5	,	,	PUNCT
dem-18608	166	6	based	base	VERB
dem-18608	166	7	on	on	ADP
dem-18608	166	8	the	the	DET
dem-18608	166	9	appropriate	appropriate	ADJ
dem-18608	166	10	statistical	statistical	ADJ
dem-18608	166	11	tests	test	NOUN
dem-18608	166	12	(	(	PUNCT
dem-18608	166	13	the	the	DET
dem-18608	166	14	information	information	NOUN
dem-18608	166	15	criteria	criterion	NOUN
dem-18608	166	16	,	,	PUNCT
dem-18608	166	17	jung	jung	NOUN
dem-18608	166	18	-	-	PUNCT
dem-18608	166	19	box	box	PROPN
dem-18608	166	20	autocorrelation	autocorrelation	NOUN
dem-18608	166	21	test	test	NOUN
dem-18608	166	22	and	and	CCONJ
dem-18608	166	23	the	the	DET
dem-18608	166	24	arch	arch	ADJ
dem-18608	166	25	effect	effect	NOUN
dem-18608	166	26	test	test	NOUN
dem-18608	166	27	)	)	PUNCT
dem-18608	166	28	,	,	PUNCT
dem-18608	166	29	the	the	DET
dem-18608	166	30	following	follow	VERB
dem-18608	166	31	models	model	NOUN
dem-18608	166	32	were	be	AUX
dem-18608	166	33	finally	finally	ADV
dem-18608	166	34	selected	select	VERB
dem-18608	166	35	for	for	ADP
dem-18608	166	36	given	give	VERB
dem-18608	166	37	lags	lag	NOUN
dem-18608	166	38	:	:	PUNCT
dem-18608	166	39	ar(1)-garch(1,1	ar(1)-garch(1,1	NUM
dem-18608	166	40	)	)	PUNCT
dem-18608	166	41	and	and	CCONJ
dem-18608	166	42	ar(1)-aparch(1,1	ar(1)-aparch(1,1	NOUN
dem-18608	166	43	)	)	PUNCT
dem-18608	166	44	.	.	PUNCT
dem-18608	167	1	it	it	PRON
dem-18608	167	2	was	be	AUX
dem-18608	167	3	also	also	ADV
dem-18608	167	4	assumed	assume	VERB
dem-18608	167	5	that	that	SCONJ
dem-18608	167	6	the	the	DET
dem-18608	167	7	rest	rest	NOUN
dem-18608	167	8	of	of	ADP
dem-18608	167	9	the	the	DET
dem-18608	167	10	model	model	NOUN
dem-18608	167	11	follow	follow	VERB
dem-18608	167	12	normal	normal	ADJ
dem-18608	167	13	(	(	PUNCT
dem-18608	167	14	n	n	CCONJ
dem-18608	167	15	)	)	PUNCT
dem-18608	167	16	,	,	PUNCT
dem-18608	167	17	t	t	PROPN
dem-18608	167	18	-	-	PUNCT
dem-18608	167	19	student	student	NOUN
dem-18608	167	20	(	(	PUNCT
dem-18608	167	21	s	s	NOUN
dem-18608	167	22	)	)	PUNCT
dem-18608	167	23	and	and	CCONJ
dem-18608	167	24	ged	ge	VERB
dem-18608	167	25	distributions	distribution	NOUN
dem-18608	167	26	.	.	PUNCT
dem-18608	168	1	the	the	DET
dem-18608	168	2	stability	stability	NOUN
dem-18608	168	3	of	of	ADP
dem-18608	168	4	model	model	NOUN
dem-18608	168	5	parameters	parameter	NOUN
dem-18608	168	6	was	be	AUX
dem-18608	168	7	assessed	assess	VERB
dem-18608	168	8	using	use	VERB
dem-18608	168	9	the	the	DET
dem-18608	168	10	chow	chow	NOUN
dem-18608	168	11	and	and	CCONJ
dem-18608	168	12	nyblom	nyblom	ADJ
dem-18608	168	13	tests	test	NOUN
dem-18608	168	14	.	.	PUNCT
dem-18608	169	1	in	in	ADP
dem-18608	169	2	tables	table	NOUN
dem-18608	169	3	2–4	2–4	NUM
dem-18608	169	4	,	,	PUNCT
dem-18608	169	5	as	as	ADP
dem-18608	169	6	example	example	NOUN
dem-18608	169	7	,	,	PUNCT
dem-18608	169	8	the	the	DET
dem-18608	169	9	results	result	NOUN
dem-18608	169	10	obtained	obtain	VERB
dem-18608	169	11	for	for	ADP
dem-18608	169	12	testing	test	VERB
dem-18608	169	13	the	the	DET
dem-18608	169	14	day	day	NOUN
dem-18608	169	15	of	of	ADP
dem-18608	169	16	the	the	DET
dem-18608	169	17	week	week	NOUN
dem-18608	169	18	effect	effect	NOUN
dem-18608	169	19	for	for	ADP
dem-18608	169	20	gold	gold	NOUN
dem-18608	169	21	(	(	PUNCT
dem-18608	169	22	entire	entire	ADJ
dem-18608	169	23	period	period	NOUN
dem-18608	169	24	)	)	PUNCT
dem-18608	169	25	,	,	PUNCT
dem-18608	169	26	palladium	palladium	NOUN
dem-18608	169	27	(	(	PUNCT
dem-18608	169	28	a	a	DET
dem-18608	169	29	period	period	NOUN
dem-18608	169	30	of	of	ADP
dem-18608	169	31	upward	upward	ADJ
dem-18608	169	32	trend	trend	NOUN
dem-18608	169	33	)	)	PUNCT
dem-18608	169	34	and	and	CCONJ
dem-18608	169	35	platinum	platinum	NOUN
dem-18608	169	36	(	(	PUNCT
dem-18608	169	37	a	a	DET
dem-18608	169	38	period	period	NOUN
dem-18608	169	39	of	of	ADP
dem-18608	169	40	downward	downward	ADJ
dem-18608	169	41	trend	trend	NOUN
dem-18608	169	42	)	)	PUNCT
dem-18608	169	43	are	be	AUX
dem-18608	169	44	presented	present	VERB
dem-18608	169	45	.	.	PUNCT
dem-18608	170	1	table	table	NOUN
dem-18608	170	2	3	3	NUM
dem-18608	170	3	.	.	X
dem-18608	170	4	ar	ar	NOUN
dem-18608	170	5	-	-	NOUN
dem-18608	170	6	garch	garch	NOUN
dem-18608	170	7	and	and	CCONJ
dem-18608	170	8	ar	ar	NOUN
dem-18608	170	9	-	-	PUNCT
dem-18608	170	10	aparch	aparch	NOUN
dem-18608	170	11	models	model	NOUN
dem-18608	170	12	–	–	PUNCT
dem-18608	170	13	palladium	palladium	NOUN
dem-18608	170	14	–	–	PUNCT
dem-18608	170	15	period	period	NOUN
dem-18608	170	16	of	of	ADP
dem-18608	170	17	upward	upward	ADJ
dem-18608	170	18	trend	trend	NOUN
dem-18608	170	19	parameter	parameter	NOUN
dem-18608	170	20	ar(1)-garch(1,1)-n	ar(1)-garch(1,1)-n	NOUN
dem-18608	170	21	p	p	NOUN
dem-18608	170	22	-	-	PUNCT
dem-18608	170	23	value	value	NOUN
dem-18608	170	24	ar(1)-garch(1,1)-s	ar(1)-garch(1,1)-s	PRON
dem-18608	170	25	p	p	NOUN
dem-18608	170	26	-	-	PUNCT
dem-18608	170	27	value	value	NOUN
dem-18608	170	28	ar(1)-garch(1,1)-ged	ar(1)-garch(1,1)-ge	VERB
dem-18608	170	29	p	p	NOUN
dem-18608	170	30	-	-	PUNCT
dem-18608	170	31	value	value	NOUN
dem-18608	170	32	𝜑@	𝜑@	NOUN
dem-18608	170	33	0.00151	0.00151	NUM
dem-18608	170	34	0.037	0.037	NUM
dem-18608	170	35	*	*	PUNCT
dem-18608	170	36	*	*	X
dem-18608	170	37	0.00118	0.00118	NUM
dem-18608	170	38	0.044	0.044	NUM
dem-18608	170	39	*	*	PUNCT
dem-18608	170	40	*	*	PUNCT
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dem-18608	172	9	�	�	PROPN
dem-18608	172	10	–	–	PUNCT
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dem-18608	172	15	–	–	PUNCT
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dem-18608	172	20	–	–	PUNCT
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dem-18608	172	26	𝜔	𝜔	PART
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dem-18608	172	43	�	�	PROPN
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dem-18608	172	49	–	–	PUNCT
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dem-18608	172	52	–	–	PUNCT
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dem-18608	172	55	𝜔	𝜔	SYM
dem-18608	172	56	�	�	NOUN
dem-18608	172	57	�	�	PROPN
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dem-18608	172	59	�	�	PROPN
dem-18608	172	60	–	–	PUNCT
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dem-18608	172	63	–	–	PUNCT
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dem-18608	172	69	*	*	PUNCT
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dem-18608	172	72	𝜔	𝜔	VERB
dem-18608	172	73	�	�	NOUN
dem-18608	172	74	�	�	NOUN
dem-18608	172	75	a	a	DET
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dem-18608	172	77	0.037	0.037	NUM
dem-18608	172	78	*	*	PUNCT
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dem-18608	172	82	*	*	PUNCT
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dem-18608	172	86	𝛼@	𝛼@	NUM
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dem-18608	172	89	*	*	PUNCT
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dem-18608	172	94	*	*	PUNCT
dem-18608	172	95	*	*	PUNCT
dem-18608	172	96	0.00001	0.00001	NUM
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dem-18608	172	98	*	*	PUNCT
dem-18608	172	99	*	*	PUNCT
dem-18608	172	100	*	*	PUNCT
dem-18608	172	101	𝛼	𝛼	X
dem-18608	172	102	*	*	VERB
dem-18608	172	103	0.13384	0.13384	NUM
dem-18608	172	104	0.000	0.000	NUM
dem-18608	172	105	*	*	PUNCT
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dem-18608	172	110	*	*	PUNCT
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dem-18608	172	112	*	*	PUNCT
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dem-18608	173	3	*	*	PUNCT
dem-18608	173	4	*	*	PUNCT
dem-18608	173	5	*	*	PUNCT
dem-18608	173	6	𝛽	𝛽	X
dem-18608	173	7	*	*	NOUN
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dem-18608	173	9	0.000	0.000	NUM
dem-18608	173	10	*	*	PUNCT
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dem-18608	173	12	*	*	PUNCT
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dem-18608	173	15	*	*	PUNCT
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dem-18608	174	5	*	*	PUNCT
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dem-18608	174	7	*	*	PUNCT
dem-18608	174	8	𝜈	𝜈	X
dem-18608	174	9	–	–	PUNCT
dem-18608	174	10	–	–	PUNCT
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dem-18608	175	5	*	*	PUNCT
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dem-18608	175	8	p	p	NOUN
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dem-18608	175	11	ar(1)-aparch(1,1)-s	ar(1)-aparch(1,1)-	NOUN
dem-18608	175	12	p	p	NOUN
dem-18608	175	13	-	-	PUNCT
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dem-18608	175	16	p	p	NOUN
dem-18608	175	17	-	-	PUNCT
dem-18608	175	18	value	value	NOUN
dem-18608	175	19	𝜑@	𝜑@	NOUN
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dem-18608	175	30	𝜑	𝜑	X
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dem-18608	177	8	�	�	PROPN
dem-18608	177	9	�	�	PROPN
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dem-18608	177	74	�	�	NOUN
dem-18608	177	75	�	�	NOUN
dem-18608	177	76	a	a	DET
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dem-18608	177	80	*	*	X
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dem-18608	181	8	0.000	0.000	NUM
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dem-18608	183	5	*	*	PUNCT
dem-18608	183	6	𝜈	𝜈	X
dem-18608	183	7	–	–	PUNCT
dem-18608	183	8	–	–	PUNCT
dem-18608	183	9	4.15511	4.15511	NUM
dem-18608	183	10	0.000	0.000	NUM
dem-18608	183	11	*	*	PUNCT
dem-18608	183	12	*	*	PUNCT
dem-18608	183	13	*	*	PUNCT
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dem-18608	184	2	0.000	0.000	NUM
dem-18608	184	3	*	*	PUNCT
dem-18608	184	4	*	*	AUX
dem-18608	184	5	*	*	AUX
dem-18608	184	6	discussing	discuss	VERB
dem-18608	184	7	the	the	DET
dem-18608	184	8	results	result	NOUN
dem-18608	184	9	presented	present	VERB
dem-18608	184	10	in	in	ADP
dem-18608	184	11	the	the	DET
dem-18608	184	12	tables	table	NOUN
dem-18608	184	13	above	above	ADV
dem-18608	184	14	,	,	PUNCT
dem-18608	184	15	it	it	PRON
dem-18608	184	16	was	be	AUX
dem-18608	184	17	indicated	indicate	VERB
dem-18608	184	18	that	that	SCONJ
dem-18608	184	19	for	for	ADP
dem-18608	184	20	the	the	DET
dem-18608	184	21	analyzed	analyze	VERB
dem-18608	184	22	metals	metal	NOUN
dem-18608	184	23	,	,	PUNCT
dem-18608	184	24	the	the	DET
dem-18608	184	25	statistically	statistically	ADV
dem-18608	184	26	significant	significant	ADJ
dem-18608	184	27	effects	effect	NOUN
dem-18608	184	28	of	of	ADP
dem-18608	184	29	the	the	DET
dem-18608	184	30	week	week	NOUN
dem-18608	184	31	were	be	AUX
dem-18608	184	32	mainly	mainly	ADV
dem-18608	184	33	observed	observe	VERB
dem-18608	184	34	during	during	ADP
dem-18608	184	35	the	the	DET
dem-18608	184	36	entire	entire	ADJ
dem-18608	184	37	period	period	NOUN
dem-18608	184	38	or	or	CCONJ
dem-18608	184	39	during	during	ADP
dem-18608	184	40	the	the	DET
dem-18608	184	41	upward	upward	ADJ
dem-18608	184	42	trend	trend	NOUN
dem-18608	184	43	period	period	NOUN
dem-18608	184	44	.	.	PUNCT
dem-18608	185	1	in	in	ADP
dem-18608	185	2	the	the	DET
dem-18608	185	3	case	case	NOUN
dem-18608	185	4	of	of	ADP
dem-18608	185	5	a	a	DET
dem-18608	185	6	downward	downward	ADJ
dem-18608	185	7	trend	trend	NOUN
dem-18608	185	8	,	,	PUNCT
dem-18608	185	9	these	these	DET
dem-18608	185	10	results	result	NOUN
dem-18608	185	11	ca	can	AUX
dem-18608	185	12	n’t	not	PART
dem-18608	185	13	be	be	AUX
dem-18608	185	14	unambiguously	unambiguously	ADV
dem-18608	185	15	confirmed	confirm	VERB
dem-18608	185	16	.	.	PUNCT
dem-18608	186	1	similar	similar	ADJ
dem-18608	186	2	results	result	NOUN
dem-18608	186	3	were	be	AUX
dem-18608	186	4	obtained	obtain	VERB
dem-18608	186	5	for	for	ADP
dem-18608	186	6	other	other	ADJ
dem-18608	186	7	metals	metal	NOUN
dem-18608	186	8	in	in	ADP
dem-18608	186	9	the	the	DET
dem-18608	186	10	examined	examine	VERB
dem-18608	186	11	subperiods	subperiod	NOUN
dem-18608	186	12	.	.	PUNCT
dem-18608	187	1	the	the	DET
dem-18608	187	2	values	value	NOUN
dem-18608	187	3	of	of	ADP
dem-18608	187	4	𝛾	𝛾	ADP
dem-18608	187	5	*	*	VERB
dem-18608	187	6	for	for	ADP
dem-18608	187	7	each	each	DET
dem-18608	187	8	model	model	NOUN
dem-18608	187	9	are	be	AUX
dem-18608	187	10	positive	positive	ADJ
dem-18608	187	11	which	which	PRON
dem-18608	187	12	means	mean	VERB
dem-18608	187	13	that	that	SCONJ
dem-18608	187	14	testing	testing	NOUN
dem-18608	187	15	day	day	NOUN
dem-18608	187	16	of	of	ADP
dem-18608	187	17	the	the	DET
dem-18608	187	18	week	week	NOUN
dem-18608	187	19	effect	effect	NOUN
dem-18608	187	20	on	on	ADP
dem-18608	187	21	precious	precious	ADJ
dem-18608	187	22	metals	metal	NOUN
dem-18608	187	23	market	market	NOUN
dem-18608	187	24	dynamic	dynamic	ADJ
dem-18608	187	25	econometric	econometric	ADJ
dem-18608	187	26	models	model	NOUN
dem-18608	187	27	18	18	NUM
dem-18608	187	28	(	(	PUNCT
dem-18608	187	29	2018	2018	NUM
dem-18608	187	30	)	)	PUNCT
dem-18608	187	31	81–97	81–97	NUM
dem-18608	187	32	91	91	NUM
dem-18608	187	33	negative	negative	ADJ
dem-18608	187	34	information	information	NOUN
dem-18608	187	35	has	have	VERB
dem-18608	187	36	stronger	strong	ADJ
dem-18608	187	37	impact	impact	NOUN
dem-18608	187	38	than	than	ADP
dem-18608	187	39	the	the	DET
dem-18608	187	40	positive	positive	ADJ
dem-18608	187	41	information	information	NOUN
dem-18608	187	42	on	on	ADP
dem-18608	187	43	the	the	DET
dem-18608	187	44	returns	return	NOUN
dem-18608	187	45	volatility	volatility	NOUN
dem-18608	187	46	of	of	ADP
dem-18608	187	47	analyzed	analyze	VERB
dem-18608	187	48	metals	metal	NOUN
dem-18608	187	49	.	.	PUNCT
dem-18608	188	1	the	the	DET
dem-18608	188	2	figures	figure	NOUN
dem-18608	188	3	below	below	ADP
dem-18608	188	4	present	present	ADJ
dem-18608	188	5	synthetic	synthetic	ADJ
dem-18608	188	6	results	result	NOUN
dem-18608	188	7	obtained	obtain	VERB
dem-18608	188	8	for	for	ADP
dem-18608	188	9	all	all	DET
dem-18608	188	10	metals	metal	NOUN
dem-18608	188	11	tested	test	VERB
dem-18608	188	12	for	for	ADP
dem-18608	188	13	every	every	DET
dem-18608	188	14	day	day	NOUN
dem-18608	188	15	of	of	ADP
dem-18608	188	16	the	the	DET
dem-18608	188	17	week	week	NOUN
dem-18608	188	18	.	.	PUNCT
dem-18608	189	1	the	the	DET
dem-18608	189	2	sign	sign	NOUN
dem-18608	189	3	(	(	PUNCT
dem-18608	189	4	+	+	X
dem-18608	189	5	)	)	PUNCT
dem-18608	189	6	indicates	indicate	VERB
dem-18608	189	7	the	the	DET
dem-18608	189	8	positive	positive	ADJ
dem-18608	189	9	return	return	NOUN
dem-18608	189	10	,	,	PUNCT
dem-18608	189	11	while	while	SCONJ
dem-18608	189	12	the	the	DET
dem-18608	189	13	sign	sign	NOUN
dem-18608	189	14	(	(	PUNCT
dem-18608	189	15	–	–	PUNCT
dem-18608	189	16	)	)	PUNCT
dem-18608	189	17	–	–	PUNCT
dem-18608	189	18	negative	negative	ADJ
dem-18608	189	19	respectively	respectively	ADV
dem-18608	189	20	.	.	PUNCT
dem-18608	190	1	shaded	shade	VERB
dem-18608	190	2	cells	cell	NOUN
dem-18608	190	3	indicate	indicate	VERB
dem-18608	190	4	statistically	statistically	ADV
dem-18608	190	5	significant	significant	ADJ
dem-18608	190	6	returns	return	NOUN
dem-18608	190	7	.	.	PUNCT
dem-18608	191	1	table	table	NOUN
dem-18608	191	2	4	4	NUM
dem-18608	191	3	.	.	X
dem-18608	191	4	ar	ar	NOUN
dem-18608	191	5	-	-	NOUN
dem-18608	191	6	garch	garch	NOUN
dem-18608	191	7	and	and	CCONJ
dem-18608	191	8	ar	ar	NOUN
dem-18608	191	9	-	-	PUNCT
dem-18608	191	10	aparch	aparch	NOUN
dem-18608	191	11	models	model	NOUN
dem-18608	191	12	–	–	PUNCT
dem-18608	191	13	platinum	platinum	NOUN
dem-18608	191	14	–	–	PUNCT
dem-18608	191	15	period	period	NOUN
dem-18608	191	16	of	of	ADP
dem-18608	191	17	downward	downward	ADJ
dem-18608	191	18	trend	trend	NOUN
dem-18608	191	19	parameter	parameter	NOUN
dem-18608	191	20	ar(1)-garch(1,1)-n	ar(1)-garch(1,1)-n	NOUN
dem-18608	191	21	p	p	NOUN
dem-18608	191	22	-	-	PUNCT
dem-18608	191	23	value	value	NOUN
dem-18608	191	24	ar(1)-garch(1,1)-s	ar(1)-garch(1,1)-s	DET
dem-18608	191	25	p	p	NOUN
dem-18608	191	26	-	-	PUNCT
dem-18608	191	27	value	value	NOUN
dem-18608	191	28	ar(1)-garch(1,1)-ged	ar(1)-garch(1,1)-ge	VERB
dem-18608	191	29	p	p	NOUN
dem-18608	191	30	-	-	PUNCT
dem-18608	191	31	value	value	NOUN
dem-18608	191	32	𝜑@	𝜑@	NOUN
dem-18608	191	33	–	–	PUNCT
dem-18608	191	34	0.00022	0.00022	NUM
dem-18608	191	35	0.761	0.761	NUM
dem-18608	191	36	–	–	PUNCT
dem-18608	191	37	0.00030	0.00030	NUM
dem-18608	191	38	0.663	0.663	NUM
dem-18608	191	39	–	–	PUNCT
dem-18608	191	40	0.00030	0.00030	NUM
dem-18608	191	41	0.873	0.873	NUM
dem-18608	191	42	𝜑	𝜑	SYM
dem-18608	191	43	*	*	PUNCT
dem-18608	191	44	0.07461	0.07461	NUM
dem-18608	191	45	0.021	0.021	NUM
dem-18608	191	46	*	*	PUNCT
dem-18608	191	47	*	*	PUNCT
dem-18608	192	1	0.06262	0.06262	NUM
dem-18608	192	2	0.038	0.038	NUM
dem-18608	192	3	0.06995	0.06995	NUM
dem-18608	192	4	0.023	0.023	NUM
dem-18608	192	5	*	*	NOUN
dem-18608	192	6	*	*	PUNCT
dem-18608	192	7	𝜔	𝜔	PART
dem-18608	192	8	�	�	PROPN
dem-18608	192	9	�	�	PROPN
dem-18608	192	10	�	�	PROPN
dem-18608	192	11	–	–	PUNCT
dem-18608	192	12	0.00110	0.00110	NUM
dem-18608	192	13	0.282	0.282	NUM
dem-18608	192	14	–	–	PUNCT
dem-18608	192	15	0.00078	0.00078	NUM
dem-18608	192	16	0.431	0.431	NUM
dem-18608	192	17	–	–	PUNCT
dem-18608	192	18	0.00074	0.00074	NUM
dem-18608	192	19	0.670	0.670	NUM
dem-18608	192	20	𝜔	𝜔	PRON
dem-18608	192	21	�	�	PROPN
dem-18608	192	22	g	g	NOUN
dem-18608	192	23	�	�	PROPN
dem-18608	192	24	–	–	PUNCT
dem-18608	192	25	0.00016	0.00016	NUM
dem-18608	192	26	0.869	0.869	NUM
dem-18608	192	27	–	–	PUNCT
dem-18608	192	28	0.00001	0.00001	NUM
dem-18608	192	29	0.993	0.993	NUM
dem-18608	192	30	0.00008	0.00008	NUM
dem-18608	192	31	0.969	0.969	NUM
dem-18608	192	32	𝜔	𝜔	NOUN
dem-18608	192	33	�	�	PROPN
dem-18608	192	34	�	�	NOUN
dem-18608	192	35	h	h	NOUN
dem-18608	192	36	–	–	PUNCT
dem-18608	192	37	0.00024	0.00024	NUM
dem-18608	192	38	0.809	0.809	NUM
dem-18608	192	39	–	–	PUNCT
dem-18608	192	40	0.00028	0.00028	NUM
dem-18608	192	41	0.774	0.774	NUM
dem-18608	192	42	–	–	PUNCT
dem-18608	192	43	0.00024	0.00024	NUM
dem-18608	192	44	0.935	0.935	NUM
dem-18608	192	45	𝜔	𝜔	SYM
dem-18608	192	46	�	�	NOUN
dem-18608	192	47	�	�	PROPN
dem-18608	192	48	g	g	NOUN
dem-18608	192	49	�	�	PROPN
dem-18608	192	50	–	–	PUNCT
dem-18608	192	51	0.00014	0.00014	NUM
dem-18608	192	52	0.893	0.893	NUM
dem-18608	192	53	–	–	PUNCT
dem-18608	192	54	0.00010	0.00010	NUM
dem-18608	192	55	0.919	0.919	NUM
dem-18608	192	56	–	–	PUNCT
dem-18608	192	57	0.00016	0.00016	NUM
dem-18608	192	58	0.946	0.946	NUM
dem-18608	192	59	𝜔	𝜔	SYM
dem-18608	192	60	�	�	NOUN
dem-18608	192	61	�	�	NOUN
dem-18608	192	62	a	a	PRON
dem-18608	192	63	–	–	PUNCT
dem-18608	192	64	0.00022	0.00022	NUM
dem-18608	192	65	0.761	0.761	NUM
dem-18608	192	66	–	–	PUNCT
dem-18608	192	67	0.00030	0.00030	NUM
dem-18608	192	68	0.663	0.663	NUM
dem-18608	192	69	–	–	PUNCT
dem-18608	192	70	0.00030	0.00030	NUM
dem-18608	192	71	0.682	0.682	NUM
dem-18608	192	72	𝛼@	𝛼@	NUM
dem-18608	192	73	0.00000	0.00000	NUM
dem-18608	192	74	0.164	0.164	NUM
dem-18608	192	75	0.00000	0.00000	NUM
dem-18608	192	76	0.142	0.142	NUM
dem-18608	192	77	0.00000	0.00000	NUM
dem-18608	192	78	0.140	0.140	NUM
dem-18608	192	79	𝛼	𝛼	NOUN
dem-18608	192	80	*	*	NOUN
dem-18608	192	81	0.03465	0.03465	NUM
dem-18608	192	82	0.003	0.003	NUM
dem-18608	192	83	*	*	PUNCT
dem-18608	192	84	*	*	PUNCT
dem-18608	192	85	*	*	PUNCT
dem-18608	193	1	0.03374	0.03374	NUM
dem-18608	193	2	0.001	0.001	NUM
dem-18608	193	3	*	*	PUNCT
dem-18608	193	4	*	*	PUNCT
dem-18608	193	5	*	*	PUNCT
dem-18608	193	6	0.03441	0.03441	NUM
dem-18608	193	7	0.001	0.001	NUM
dem-18608	193	8	*	*	PUNCT
dem-18608	193	9	*	*	PUNCT
dem-18608	193	10	*	*	PUNCT
dem-18608	193	11	𝛽	𝛽	X
dem-18608	193	12	*	*	NOUN
dem-18608	193	13	0.95579	0.95579	NUM
dem-18608	193	14	0.000	0.000	NUM
dem-18608	193	15	*	*	PUNCT
dem-18608	193	16	*	*	PUNCT
dem-18608	193	17	*	*	PUNCT
dem-18608	194	1	0.95879	0.95879	NUM
dem-18608	194	2	0.000	0.000	NUM
dem-18608	194	3	*	*	PUNCT
dem-18608	194	4	*	*	PUNCT
dem-18608	194	5	*	*	X
dem-18608	194	6	0.95664	0.95664	NUM
dem-18608	194	7	0.000	0.000	NUM
dem-18608	194	8	*	*	PUNCT
dem-18608	194	9	*	*	PUNCT
dem-18608	194	10	*	*	PUNCT
dem-18608	194	11	𝜈	𝜈	X
dem-18608	194	12	–	–	PUNCT
dem-18608	194	13	–	–	PUNCT
dem-18608	194	14	13.18740	13.18740	NUM
dem-18608	194	15	0.001	0.001	NUM
dem-18608	194	16	*	*	PUNCT
dem-18608	194	17	*	*	PUNCT
dem-18608	194	18	*	*	PUNCT
dem-18608	195	1	1.67895	1.67895	NUM
dem-18608	195	2	0.000	0.000	NUM
dem-18608	195	3	*	*	PUNCT
dem-18608	195	4	*	*	PUNCT
dem-18608	195	5	*	*	PUNCT
dem-18608	195	6	parameter	parameter	NOUN
dem-18608	195	7	ar(1)-aparch(1,1)-n	ar(1)-aparch(1,1)-n	NOUN
dem-18608	195	8	p	p	NOUN
dem-18608	195	9	-	-	PUNCT
dem-18608	195	10	value	value	NOUN
dem-18608	195	11	ar(1)-aparch(1,1)-s	ar(1)-aparch(1,1)-	NOUN
dem-18608	195	12	p	p	NOUN
dem-18608	195	13	-	-	PUNCT
dem-18608	195	14	value	value	NOUN
dem-18608	195	15	ar(1)-aparch(1,1)-ged	ar(1)-aparch(1,1)-ge	VERB
dem-18608	195	16	p	p	NOUN
dem-18608	195	17	-	-	PUNCT
dem-18608	195	18	value	value	NOUN
dem-18608	195	19	𝜑@	𝜑@	NOUN
dem-18608	195	20	–	–	PUNCT
dem-18608	195	21	0.00044	0.00044	NUM
dem-18608	195	22	0.489	0.489	NUM
dem-18608	195	23	–	–	PUNCT
dem-18608	195	24	0.00042	0.00042	NUM
dem-18608	195	25	0.491	0.491	NUM
dem-18608	195	26	–	–	PUNCT
dem-18608	195	27	0.00045	0.00045	NUM
dem-18608	195	28	0.276	0.276	NUM
dem-18608	195	29	𝜑	𝜑	SYM
dem-18608	195	30	*	*	PUNCT
dem-18608	195	31	0.06781	0.06781	NUM
dem-18608	195	32	0.018	0.018	NUM
dem-18608	195	33	*	*	PUNCT
dem-18608	195	34	*	*	PUNCT
dem-18608	196	1	0.05963	0.05963	NUM
dem-18608	196	2	0.051	0.051	NUM
dem-18608	196	3	*	*	PUNCT
dem-18608	196	4	0.06531	0.06531	NUM
dem-18608	196	5	0.040	0.040	NUM
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dem-18608	196	7	*	*	PUNCT
dem-18608	196	8	𝜔	𝜔	PRON
dem-18608	196	9	�	�	PROPN
dem-18608	196	10	�	�	PROPN
dem-18608	196	11	�	�	PROPN
dem-18608	196	12	–	–	PUNCT
dem-18608	196	13	0.00095	0.00095	NUM
dem-18608	196	14	0.340	0.340	NUM
dem-18608	196	15	–	–	PUNCT
dem-18608	196	16	0.00069	0.00069	NUM
dem-18608	196	17	0.420	0.420	NUM
dem-18608	196	18	–	–	PUNCT
dem-18608	196	19	0.00065	0.00065	NUM
dem-18608	196	20	0.434	0.434	NUM
dem-18608	196	21	𝜔	𝜔	SYM
dem-18608	196	22	�	�	PROPN
dem-18608	196	23	g	g	NOUN
dem-18608	196	24	�	�	PROPN
dem-18608	196	25	0.00001	0.00001	NUM
dem-18608	196	26	0.989	0.989	NUM
dem-18608	196	27	0.00007	0.00007	NUM
dem-18608	196	28	0.941	0.941	NUM
dem-18608	196	29	0.00017	0.00017	NUM
dem-18608	196	30	0.500	0.500	NUM
dem-18608	196	31	𝜔	𝜔	SYM
dem-18608	196	32	�	�	PROPN
dem-18608	196	33	�	�	NOUN
dem-18608	196	34	h	h	NOUN
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dem-18608	196	43	𝜔	𝜔	NUM
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dem-18608	196	46	g	g	NOUN
dem-18608	196	47	�	�	PROPN
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dem-18608	196	52	–	–	PUNCT
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dem-18608	196	56	�	�	PROPN
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dem-18608	196	58	a	a	DET
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dem-18608	196	68	𝛼@	𝛼@	NUM
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dem-18608	196	93	0.391	0.391	NUM
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dem-18608	196	98	𝛾	𝛾	ADP
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dem-18608	196	112	*	*	PUNCT
dem-18608	196	113	*	*	PUNCT
dem-18608	196	114	*	*	PUNCT
dem-18608	196	115	𝛿	𝛿	PRON
dem-18608	196	116	1.25298	1.25298	NUM
dem-18608	196	117	0.166	0.166	NUM
dem-18608	196	118	1.50355	1.50355	NUM
dem-18608	196	119	0.434	0.434	NUM
dem-18608	197	1	1.30223	1.30223	NUM
dem-18608	197	2	0.280	0.280	NUM
dem-18608	197	3	𝜈	𝜈	X
dem-18608	197	4	–	–	PUNCT
dem-18608	197	5	–	–	PUNCT
dem-18608	197	6	14.20030	14.20030	NUM
dem-18608	197	7	0.002	0.002	NUM
dem-18608	197	8	*	*	PUNCT
dem-18608	197	9	*	*	PUNCT
dem-18608	197	10	*	*	PUNCT
dem-18608	198	1	1.70171	1.70171	NUM
dem-18608	198	2	0.000	0.000	NUM
dem-18608	198	3	*	*	PUNCT
dem-18608	198	4	*	*	PUNCT
dem-18608	198	5	*	*	PUNCT
dem-18608	198	6	the	the	DET
dem-18608	198	7	results	result	NOUN
dem-18608	198	8	confirm	confirm	VERB
dem-18608	198	9	the	the	DET
dem-18608	198	10	existence	existence	NOUN
dem-18608	198	11	of	of	ADP
dem-18608	198	12	day	day	NOUN
dem-18608	198	13	of	of	ADP
dem-18608	198	14	the	the	DET
dem-18608	198	15	week	week	NOUN
dem-18608	198	16	effect	effect	NOUN
dem-18608	198	17	,	,	PUNCT
dem-18608	198	18	mainly	mainly	ADV
dem-18608	198	19	in	in	ADP
dem-18608	198	20	the	the	DET
dem-18608	198	21	case	case	NOUN
dem-18608	198	22	of	of	ADP
dem-18608	198	23	gold	gold	NOUN
dem-18608	198	24	and	and	CCONJ
dem-18608	198	25	palladium	palladium	NOUN
dem-18608	198	26	in	in	ADP
dem-18608	198	27	the	the	DET
dem-18608	198	28	whole	whole	ADJ
dem-18608	198	29	period	period	NOUN
dem-18608	198	30	and	and	CCONJ
dem-18608	198	31	in	in	ADP
dem-18608	198	32	the	the	DET
dem-18608	198	33	period	period	NOUN
dem-18608	198	34	of	of	ADP
dem-18608	198	35	upward	upward	ADJ
dem-18608	198	36	trend	trend	NOUN
dem-18608	198	37	.	.	PUNCT
dem-18608	199	1	statistically	statistically	ADV
dem-18608	199	2	significant	significant	ADJ
dem-18608	199	3	positive	positive	ADJ
dem-18608	199	4	returns	return	NOUN
dem-18608	199	5	were	be	AUX
dem-18608	199	6	observed	observe	VERB
dem-18608	199	7	on	on	ADP
dem-18608	199	8	fridays	friday	NOUN
dem-18608	199	9	,	,	PUNCT
dem-18608	199	10	while	while	SCONJ
dem-18608	199	11	during	during	ADP
dem-18608	199	12	the	the	DET
dem-18608	199	13	other	other	ADJ
dem-18608	199	14	days	day	NOUN
dem-18608	199	15	the	the	DET
dem-18608	199	16	returns	return	NOUN
dem-18608	199	17	were	be	AUX
dem-18608	199	18	negative	negative	ADJ
dem-18608	199	19	.	.	PUNCT
dem-18608	200	1	different	different	ADJ
dem-18608	200	2	results	result	NOUN
dem-18608	200	3	were	be	AUX
dem-18608	200	4	obtained	obtain	VERB
dem-18608	200	5	for	for	ADP
dem-18608	200	6	the	the	DET
dem-18608	200	7	period	period	NOUN
dem-18608	200	8	of	of	ADP
dem-18608	200	9	downward	downward	ADJ
dem-18608	200	10	trend	trend	NOUN
dem-18608	200	11	.	.	PUNCT
dem-18608	201	1	there	there	PRON
dem-18608	201	2	were	be	VERB
dem-18608	201	3	statistically	statistically	ADV
dem-18608	201	4	significant	significant	ADJ
dem-18608	201	5	negative	negative	ADJ
dem-18608	201	6	returns	return	NOUN
dem-18608	201	7	on	on	ADP
dem-18608	201	8	tuesdays	tuesday	NOUN
dem-18608	201	9	and	and	CCONJ
dem-18608	201	10	wednesdays	wednesday	NOUN
dem-18608	201	11	.	.	PUNCT
dem-18608	202	1	taking	take	VERB
dem-18608	202	2	into	into	ADP
dem-18608	202	3	account	account	NOUN
dem-18608	202	4	the	the	DET
dem-18608	202	5	models	model	NOUN
dem-18608	202	6	used	use	VERB
dem-18608	202	7	,	,	PUNCT
dem-18608	202	8	the	the	DET
dem-18608	202	9	statistical	statistical	ADJ
dem-18608	202	10	significance	significance	NOUN
dem-18608	202	11	of	of	ADP
dem-18608	202	12	the	the	DET
dem-18608	202	13	day	day	NOUN
dem-18608	202	14	of	of	ADP
dem-18608	202	15	the	the	DET
dem-18608	202	16	week	week	NOUN
dem-18608	202	17	effect	effect	NOUN
dem-18608	202	18	was	be	AUX
dem-18608	202	19	primarily	primarily	ADV
dem-18608	202	20	observed	observe	VERB
dem-18608	202	21	for	for	ADP
dem-18608	202	22	models	model	NOUN
dem-18608	202	23	with	with	ADP
dem-18608	202	24	the	the	DET
dem-18608	202	25	distribution	distribution	NOUN
dem-18608	202	26	of	of	ADP
dem-18608	202	27	residuals	residual	NOUN
dem-18608	202	28	described	describe	VERB
dem-18608	202	29	by	by	ADP
dem-18608	202	30	the	the	DET
dem-18608	202	31	t	t	PROPN
dem-18608	202	32	-	-	PUNCT
dem-18608	202	33	student	student	NOUN
dem-18608	202	34	or	or	CCONJ
dem-18608	202	35	ged	ge	VERB
dem-18608	202	36	distribution	distribution	NOUN
dem-18608	202	37	.	.	PUNCT
dem-18608	203	1	it	it	PRON
dem-18608	203	2	may	may	AUX
dem-18608	203	3	be	be	AUX
dem-18608	203	4	the	the	DET
dem-18608	203	5	result	result	NOUN
dem-18608	203	6	of	of	ADP
dem-18608	203	7	clustering	cluster	VERB
dem-18608	203	8	in	in	ADP
dem-18608	203	9	variance	variance	NOUN
dem-18608	203	10	and	and	CCONJ
dem-18608	203	11	existence	existence	NOUN
dem-18608	203	12	of	of	ADP
dem-18608	203	13	outliers	outlier	NOUN
dem-18608	203	14	.	.	PUNCT
dem-18608	204	1	the	the	DET
dem-18608	204	2	selection	selection	NOUN
dem-18608	204	3	of	of	ADP
dem-18608	204	4	final	final	ADJ
dem-18608	204	5	model	model	NOUN
dem-18608	204	6	depends	depend	VERB
dem-18608	204	7	on	on	ADP
dem-18608	204	8	the	the	DET
dem-18608	204	9	values	value	NOUN
dem-18608	204	10	of	of	ADP
dem-18608	204	11	information	information	NOUN
dem-18608	204	12	criteria	criterion	NOUN
dem-18608	204	13	given	give	VERB
dem-18608	204	14	by	by	ADP
dem-18608	204	15	the	the	DET
dem-18608	204	16	formulas	formula	NOUN
dem-18608	204	17	(	(	PUNCT
dem-18608	204	18	14)–(16	14)–(16	NUM
dem-18608	204	19	)	)	PUNCT
dem-18608	204	20	.	.	PUNCT
dem-18608	205	1	the	the	DET
dem-18608	205	2	results	result	NOUN
dem-18608	205	3	are	be	AUX
dem-18608	205	4	below	below	ADV
dem-18608	205	5	.	.	PUNCT
dem-18608	206	1	dominik	dominik	PROPN
dem-18608	206	2	krężołek	krężołek	PROPN
dem-18608	206	3	dynamic	dynamic	ADJ
dem-18608	206	4	econometric	econometric	ADJ
dem-18608	206	5	models	model	NOUN
dem-18608	206	6	18	18	NUM
dem-18608	206	7	(	(	PUNCT
dem-18608	206	8	2018	2018	NUM
dem-18608	206	9	)	)	PUNCT
dem-18608	206	10	81–97	81–97	NUM
dem-18608	206	11	92	92	NUM
dem-18608	206	12	table	table	NOUN
dem-18608	206	13	5	5	NUM
dem-18608	206	14	.	.	NOUN
dem-18608	206	15	day	day	NOUN
dem-18608	206	16	of	of	ADP
dem-18608	206	17	the	the	DET
dem-18608	206	18	week	week	NOUN
dem-18608	206	19	effect	effect	NOUN
dem-18608	206	20	–	–	PUNCT
dem-18608	206	21	statistically	statistically	ADV
dem-18608	206	22	significant	significant	ADJ
dem-18608	206	23	results	result	NOUN
dem-18608	206	24	–	–	PUNCT
dem-18608	206	25	entire	entire	ADJ
dem-18608	206	26	period	period	NOUN
dem-18608	206	27	silver	silver	NOUN
dem-18608	206	28	ar	ar	PROPN
dem-18608	206	29	-	-	ADJ
dem-18608	206	30	garch	garch	NOUN
dem-18608	206	31	-	-	PUNCT
dem-18608	206	32	n	n	CCONJ
dem-18608	206	33	ar	ar	NOUN
dem-18608	206	34	-	-	ADJ
dem-18608	206	35	garch	garch	NOUN
dem-18608	206	36	-	-	PUNCT
dem-18608	206	37	s	s	NOUN
dem-18608	206	38	ar	ar	NOUN
dem-18608	206	39	-	-	ADJ
dem-18608	206	40	garch	garch	NOUN
dem-18608	206	41	-	-	PUNCT
dem-18608	206	42	ged	ge	VERB
dem-18608	206	43	ar	ar	NOUN
dem-18608	206	44	-	-	PUNCT
dem-18608	206	45	aparch	aparch	NOUN
dem-18608	206	46	-	-	PUNCT
dem-18608	206	47	n	n	CCONJ
dem-18608	206	48	ar	ar	NOUN
dem-18608	206	49	-	-	PUNCT
dem-18608	206	50	aparch	aparch	NOUN
dem-18608	206	51	-	-	PUNCT
dem-18608	206	52	s	s	NOUN
dem-18608	206	53	ar	ar	NOUN
dem-18608	206	54	-	-	PUNCT
dem-18608	206	55	aparch	aparch	NOUN
dem-18608	206	56	-	-	PUNCT
dem-18608	206	57	ged	ge	VERB
dem-18608	206	58	monday	monday	PROPN
dem-18608	206	59	–	–	PUNCT
dem-18608	206	60	–	–	PUNCT
dem-18608	206	61	–	–	PUNCT
dem-18608	206	62	–	–	PUNCT
dem-18608	206	63	–	–	PUNCT
dem-18608	206	64	–	–	PUNCT
dem-18608	206	65	tuesday	tuesday	PROPN
dem-18608	206	66	–	–	PUNCT
dem-18608	206	67	–	–	PUNCT
dem-18608	206	68	–	–	PUNCT
dem-18608	206	69	–	–	PUNCT
dem-18608	206	70	–	–	PUNCT
dem-18608	206	71	–	–	PUNCT
dem-18608	206	72	wednesday	wednesday	PROPN
dem-18608	206	73	–	–	PUNCT
dem-18608	206	74	–	–	PUNCT
dem-18608	206	75	–	–	PUNCT
dem-18608	206	76	–	–	PUNCT
dem-18608	206	77	–	–	PUNCT
dem-18608	206	78	–	–	PUNCT
dem-18608	206	79	thursday	thursday	PROPN
dem-18608	206	80	–	–	PUNCT
dem-18608	206	81	–	–	PUNCT
dem-18608	206	82	+	+	PUNCT
dem-18608	206	83	–	–	PUNCT
dem-18608	206	84	–	–	PUNCT
dem-18608	206	85	+	+	NUM
dem-18608	206	86	friday	friday	PROPN
dem-18608	206	87	+	+	X
dem-18608	206	88	+	+	PUNCT
dem-18608	206	89	+	+	PUNCT
dem-18608	206	90	+	+	PUNCT
dem-18608	206	91	+	+	CCONJ
dem-18608	206	92	+	+	CCONJ
dem-18608	206	93	gold	gold	ADJ
dem-18608	206	94	ar	ar	NOUN
dem-18608	206	95	-	-	ADJ
dem-18608	206	96	garch	garch	NOUN
dem-18608	206	97	-	-	PUNCT
dem-18608	206	98	n	n	CCONJ
dem-18608	206	99	ar	ar	NOUN
dem-18608	206	100	-	-	ADJ
dem-18608	206	101	garch	garch	NOUN
dem-18608	206	102	-	-	PUNCT
dem-18608	206	103	s	s	NOUN
dem-18608	206	104	ar	ar	NOUN
dem-18608	206	105	-	-	ADJ
dem-18608	206	106	garch	garch	NOUN
dem-18608	206	107	-	-	PUNCT
dem-18608	206	108	ged	ge	VERB
dem-18608	206	109	ar	ar	NOUN
dem-18608	206	110	-	-	PUNCT
dem-18608	206	111	aparch	aparch	NOUN
dem-18608	206	112	-	-	PUNCT
dem-18608	206	113	n	n	CCONJ
dem-18608	206	114	ar	ar	NOUN
dem-18608	206	115	-	-	PUNCT
dem-18608	206	116	aparch	aparch	NOUN
dem-18608	206	117	-	-	PUNCT
dem-18608	206	118	s	s	NOUN
dem-18608	206	119	ar	ar	NOUN
dem-18608	206	120	-	-	PUNCT
dem-18608	206	121	aparch	aparch	NOUN
dem-18608	206	122	-	-	PUNCT
dem-18608	206	123	ged	ge	VERB
dem-18608	206	124	monday	monday	PROPN
dem-18608	206	125	–	–	PUNCT
dem-18608	206	126	–	–	PUNCT
dem-18608	206	127	–	–	PUNCT
dem-18608	206	128	–	–	PUNCT
dem-18608	206	129	–	–	PUNCT
dem-18608	206	130	–	–	PUNCT
dem-18608	206	131	tuesday	tuesday	PROPN
dem-18608	206	132	–	–	PUNCT
dem-18608	206	133	–	–	PUNCT
dem-18608	206	134	–	–	PUNCT
dem-18608	206	135	–	–	PUNCT
dem-18608	206	136	–	–	PUNCT
dem-18608	206	137	–	–	PUNCT
dem-18608	206	138	wednesday	wednesday	PROPN
dem-18608	206	139	–	–	PUNCT
dem-18608	206	140	–	–	PUNCT
dem-18608	206	141	–	–	PUNCT
dem-18608	206	142	–	–	PUNCT
dem-18608	206	143	–	–	PUNCT
dem-18608	206	144	–	–	PUNCT
dem-18608	206	145	thursday	thursday	PROPN
dem-18608	206	146	–	–	PUNCT
dem-18608	206	147	–	–	PUNCT
dem-18608	206	148	–	–	PUNCT
dem-18608	206	149	–	–	PUNCT
dem-18608	206	150	–	–	PUNCT
dem-18608	206	151	–	–	PUNCT
dem-18608	206	152	friday	friday	PROPN
dem-18608	206	153	+	+	PROPN
dem-18608	206	154	+	+	PUNCT
dem-18608	206	155	+	+	PUNCT
dem-18608	206	156	+	+	PUNCT
dem-18608	206	157	+	+	CCONJ
dem-18608	206	158	+	+	CCONJ
dem-18608	206	159	palladium	palladium	ADJ
dem-18608	206	160	ar	ar	NOUN
dem-18608	206	161	-	-	ADJ
dem-18608	206	162	garch	garch	NOUN
dem-18608	206	163	-	-	PUNCT
dem-18608	206	164	n	n	CCONJ
dem-18608	206	165	ar	ar	NOUN
dem-18608	206	166	-	-	ADJ
dem-18608	206	167	garch	garch	NOUN
dem-18608	206	168	-	-	PUNCT
dem-18608	206	169	s	s	NOUN
dem-18608	206	170	ar	ar	NOUN
dem-18608	206	171	-	-	ADJ
dem-18608	206	172	garch	garch	NOUN
dem-18608	206	173	-	-	PUNCT
dem-18608	206	174	ged	ge	VERB
dem-18608	206	175	ar	ar	NOUN
dem-18608	206	176	-	-	PUNCT
dem-18608	206	177	aparch	aparch	NOUN
dem-18608	206	178	-	-	PUNCT
dem-18608	206	179	n	n	CCONJ
dem-18608	206	180	ar	ar	NOUN
dem-18608	206	181	-	-	PUNCT
dem-18608	206	182	aparch	aparch	NOUN
dem-18608	206	183	-	-	PUNCT
dem-18608	206	184	s	s	NOUN
dem-18608	206	185	ar	ar	NOUN
dem-18608	206	186	-	-	PUNCT
dem-18608	206	187	aparch	aparch	NOUN
dem-18608	206	188	-	-	PUNCT
dem-18608	206	189	ged	ge	VERB
dem-18608	206	190	monday	monday	PROPN
dem-18608	206	191	–	–	PUNCT
dem-18608	206	192	–	–	PUNCT
dem-18608	206	193	–	–	PUNCT
dem-18608	206	194	–	–	PUNCT
dem-18608	206	195	–	–	PUNCT
dem-18608	206	196	–	–	PUNCT
dem-18608	206	197	tuesday	tuesday	PROPN
dem-18608	206	198	–	–	PUNCT
dem-18608	206	199	–	–	PUNCT
dem-18608	206	200	–	–	PUNCT
dem-18608	206	201	–	–	PUNCT
dem-18608	206	202	–	–	PUNCT
dem-18608	206	203	–	–	PUNCT
dem-18608	206	204	wednesday	wednesday	PROPN
dem-18608	206	205	–	–	PUNCT
dem-18608	206	206	–	–	PUNCT
dem-18608	206	207	–	–	PUNCT
dem-18608	206	208	–	–	PUNCT
dem-18608	206	209	–	–	PUNCT
dem-18608	206	210	–	–	PUNCT
dem-18608	206	211	thursday	thursday	PROPN
dem-18608	206	212	–	–	PUNCT
dem-18608	206	213	–	–	PUNCT
dem-18608	206	214	–	–	PUNCT
dem-18608	206	215	–	–	PUNCT
dem-18608	206	216	–	–	PUNCT
dem-18608	206	217	–	–	PUNCT
dem-18608	206	218	friday	friday	PROPN
dem-18608	206	219	+	+	PROPN
dem-18608	206	220	+	+	PUNCT
dem-18608	206	221	+	+	PUNCT
dem-18608	206	222	+	+	PUNCT
dem-18608	206	223	+	+	CCONJ
dem-18608	206	224	+	+	CCONJ
dem-18608	206	225	platinum	platinum	NOUN
dem-18608	206	226	ar	ar	NOUN
dem-18608	206	227	-	-	ADJ
dem-18608	206	228	garch	garch	NOUN
dem-18608	206	229	-	-	PUNCT
dem-18608	206	230	n	n	CCONJ
dem-18608	206	231	ar	ar	NOUN
dem-18608	206	232	-	-	ADJ
dem-18608	206	233	garch	garch	NOUN
dem-18608	206	234	-	-	PUNCT
dem-18608	206	235	s	s	NOUN
dem-18608	206	236	ar	ar	NOUN
dem-18608	206	237	-	-	ADJ
dem-18608	206	238	garch	garch	NOUN
dem-18608	206	239	-	-	PUNCT
dem-18608	206	240	ged	ge	VERB
dem-18608	206	241	ar	ar	NOUN
dem-18608	206	242	-	-	PUNCT
dem-18608	206	243	aparch	aparch	NOUN
dem-18608	206	244	-	-	PUNCT
dem-18608	206	245	n	n	CCONJ
dem-18608	206	246	ar	ar	NOUN
dem-18608	206	247	-	-	PUNCT
dem-18608	206	248	aparch	aparch	NOUN
dem-18608	206	249	-	-	PUNCT
dem-18608	206	250	s	s	NOUN
dem-18608	206	251	ar	ar	NOUN
dem-18608	206	252	-	-	PUNCT
dem-18608	206	253	aparch	aparch	NOUN
dem-18608	206	254	-	-	PUNCT
dem-18608	206	255	ged	ge	VERB
dem-18608	206	256	monday	monday	PROPN
dem-18608	206	257	–	–	PUNCT
dem-18608	206	258	–	–	PUNCT
dem-18608	206	259	–	–	PUNCT
dem-18608	206	260	–	–	PUNCT
dem-18608	206	261	–	–	PUNCT
dem-18608	206	262	–	–	PUNCT
dem-18608	206	263	tuesday	tuesday	PROPN
dem-18608	206	264	–	–	PUNCT
dem-18608	206	265	–	–	PUNCT
dem-18608	206	266	–	–	PUNCT
dem-18608	206	267	–	–	PUNCT
dem-18608	206	268	–	–	PUNCT
dem-18608	206	269	–	–	PUNCT
dem-18608	206	270	wednesday	wednesday	PROPN
dem-18608	206	271	–	–	PUNCT
dem-18608	206	272	–	–	PUNCT
dem-18608	206	273	+	+	PUNCT
dem-18608	206	274	–	–	PUNCT
dem-18608	206	275	+	+	PUNCT
dem-18608	206	276	+	+	NUM
dem-18608	206	277	thursday	thursday	PROPN
dem-18608	206	278	–	–	PUNCT
dem-18608	206	279	–	–	PUNCT
dem-18608	206	280	–	–	PUNCT
dem-18608	206	281	–	–	PUNCT
dem-18608	206	282	–	–	PUNCT
dem-18608	206	283	–	–	PUNCT
dem-18608	206	284	friday	friday	PROPN
dem-18608	206	285	+	+	PROPN
dem-18608	206	286	+	+	PUNCT
dem-18608	206	287	+	+	PUNCT
dem-18608	206	288	+	+	PUNCT
dem-18608	206	289	+	+	CCONJ
dem-18608	206	290	+	+	NUM
dem-18608	206	291	table	table	NOUN
dem-18608	206	292	6	6	NUM
dem-18608	206	293	.	.	NOUN
dem-18608	206	294	day	day	NOUN
dem-18608	206	295	of	of	ADP
dem-18608	206	296	the	the	DET
dem-18608	206	297	week	week	NOUN
dem-18608	206	298	effect	effect	NOUN
dem-18608	206	299	–	–	PUNCT
dem-18608	206	300	statistically	statistically	ADV
dem-18608	206	301	significant	significant	ADJ
dem-18608	206	302	results	result	NOUN
dem-18608	206	303	–	–	PUNCT
dem-18608	206	304	period	period	NOUN
dem-18608	206	305	of	of	ADP
dem-18608	206	306	upward	upward	ADJ
dem-18608	206	307	trend	trend	NOUN
dem-18608	206	308	silver	silver	PROPN
dem-18608	206	309	ar	ar	PROPN
dem-18608	206	310	-	-	ADJ
dem-18608	206	311	garch	garch	NOUN
dem-18608	206	312	-	-	PUNCT
dem-18608	206	313	n	n	CCONJ
dem-18608	206	314	ar	ar	NOUN
dem-18608	206	315	-	-	ADJ
dem-18608	206	316	garch	garch	NOUN
dem-18608	206	317	-	-	PUNCT
dem-18608	206	318	s	s	NOUN
dem-18608	206	319	ar	ar	NOUN
dem-18608	206	320	-	-	ADJ
dem-18608	206	321	garch	garch	NOUN
dem-18608	206	322	-	-	PUNCT
dem-18608	206	323	ged	ge	VERB
dem-18608	206	324	ar	ar	NOUN
dem-18608	206	325	-	-	PUNCT
dem-18608	206	326	aparch	aparch	NOUN
dem-18608	206	327	-	-	PUNCT
dem-18608	206	328	n	n	CCONJ
dem-18608	206	329	ar	ar	NOUN
dem-18608	206	330	-	-	PUNCT
dem-18608	206	331	aparch	aparch	NOUN
dem-18608	206	332	-	-	PUNCT
dem-18608	206	333	s	s	NOUN
dem-18608	207	1	ar	ar	NOUN
dem-18608	207	2	-	-	PUNCT
dem-18608	207	3	aparch	aparch	NOUN
dem-18608	207	4	-	-	PUNCT
dem-18608	207	5	ged	ge	VERB
dem-18608	207	6	monday	monday	PROPN
dem-18608	207	7	–	–	PUNCT
dem-18608	207	8	–	–	PUNCT
dem-18608	207	9	–	–	PUNCT
dem-18608	207	10	–	–	PUNCT
dem-18608	207	11	–	–	PUNCT
dem-18608	207	12	–	–	PUNCT
dem-18608	207	13	tuesday	tuesday	PROPN
dem-18608	207	14	–	–	PUNCT
dem-18608	207	15	–	–	PUNCT
dem-18608	207	16	–	–	PUNCT
dem-18608	207	17	–	–	PUNCT
dem-18608	207	18	–	–	PUNCT
dem-18608	207	19	–	–	PUNCT
dem-18608	207	20	wednesday	wednesday	PROPN
dem-18608	207	21	–	–	PUNCT
dem-18608	207	22	–	–	PUNCT
dem-18608	207	23	–	–	PUNCT
dem-18608	207	24	–	–	PUNCT
dem-18608	207	25	–	–	PUNCT
dem-18608	207	26	–	–	PUNCT
dem-18608	207	27	thursday	thursday	PROPN
dem-18608	207	28	–	–	PUNCT
dem-18608	207	29	–	–	PUNCT
dem-18608	207	30	–	–	PUNCT
dem-18608	207	31	–	–	PUNCT
dem-18608	207	32	–	–	PUNCT
dem-18608	207	33	–	–	PUNCT
dem-18608	207	34	friday	friday	PROPN
dem-18608	207	35	+	+	PROPN
dem-18608	208	1	+	+	PUNCT
dem-18608	209	1	+	+	PUNCT
dem-18608	209	2	+	+	PUNCT
dem-18608	209	3	+	+	CCONJ
dem-18608	209	4	+	+	CCONJ
dem-18608	209	5	gold	gold	ADJ
dem-18608	209	6	ar	ar	NOUN
dem-18608	209	7	-	-	ADJ
dem-18608	209	8	garch	garch	NOUN
dem-18608	209	9	-	-	PUNCT
dem-18608	209	10	n	n	CCONJ
dem-18608	209	11	ar	ar	NOUN
dem-18608	209	12	-	-	ADJ
dem-18608	209	13	garch	garch	NOUN
dem-18608	209	14	-	-	PUNCT
dem-18608	209	15	s	s	NOUN
dem-18608	209	16	ar	ar	NOUN
dem-18608	209	17	-	-	ADJ
dem-18608	209	18	garch	garch	NOUN
dem-18608	209	19	-	-	PUNCT
dem-18608	209	20	ged	ge	VERB
dem-18608	209	21	ar	ar	NOUN
dem-18608	209	22	-	-	PUNCT
dem-18608	209	23	aparch	aparch	NOUN
dem-18608	209	24	-	-	PUNCT
dem-18608	209	25	n	n	CCONJ
dem-18608	209	26	ar	ar	NOUN
dem-18608	209	27	-	-	PUNCT
dem-18608	209	28	aparch	aparch	NOUN
dem-18608	209	29	-	-	PUNCT
dem-18608	209	30	s	s	NOUN
dem-18608	209	31	ar	ar	NOUN
dem-18608	209	32	-	-	PUNCT
dem-18608	209	33	aparch	aparch	NOUN
dem-18608	209	34	-	-	PUNCT
dem-18608	209	35	ged	ge	VERB
dem-18608	209	36	monday	monday	PROPN
dem-18608	209	37	–	–	PUNCT
dem-18608	209	38	–	–	PUNCT
dem-18608	209	39	–	–	PUNCT
dem-18608	209	40	–	–	PUNCT
dem-18608	209	41	–	–	PUNCT
dem-18608	209	42	–	–	PUNCT
dem-18608	209	43	tuesday	tuesday	PROPN
dem-18608	209	44	–	–	PUNCT
dem-18608	209	45	–	–	PUNCT
dem-18608	209	46	–	–	PUNCT
dem-18608	209	47	–	–	PUNCT
dem-18608	209	48	–	–	PUNCT
dem-18608	209	49	–	–	PUNCT
dem-18608	209	50	wednesday	wednesday	PROPN
dem-18608	209	51	–	–	PUNCT
dem-18608	209	52	–	–	PUNCT
dem-18608	209	53	–	–	PUNCT
dem-18608	209	54	–	–	PUNCT
dem-18608	209	55	–	–	PUNCT
dem-18608	209	56	–	–	PUNCT
dem-18608	209	57	thursday	thursday	PROPN
dem-18608	209	58	–	–	PUNCT
dem-18608	209	59	–	–	PUNCT
dem-18608	209	60	–	–	PUNCT
dem-18608	209	61	–	–	PUNCT
dem-18608	209	62	–	–	PUNCT
dem-18608	209	63	–	–	PUNCT
dem-18608	209	64	friday	friday	PROPN
dem-18608	210	1	+	+	PROPN
dem-18608	211	1	+	+	PUNCT
dem-18608	212	1	+	+	PUNCT
dem-18608	212	2	+	+	PUNCT
dem-18608	212	3	+	+	CCONJ
dem-18608	212	4	+	+	CCONJ
dem-18608	212	5	palladium	palladium	ADJ
dem-18608	212	6	ar	ar	NOUN
dem-18608	212	7	-	-	ADJ
dem-18608	212	8	garch	garch	NOUN
dem-18608	212	9	-	-	PUNCT
dem-18608	212	10	n	n	CCONJ
dem-18608	212	11	ar	ar	NOUN
dem-18608	212	12	-	-	ADJ
dem-18608	212	13	garch	garch	NOUN
dem-18608	212	14	-	-	PUNCT
dem-18608	212	15	s	s	NOUN
dem-18608	212	16	ar	ar	NOUN
dem-18608	212	17	-	-	ADJ
dem-18608	212	18	garch	garch	NOUN
dem-18608	212	19	-	-	PUNCT
dem-18608	212	20	ged	ge	VERB
dem-18608	212	21	ar	ar	NOUN
dem-18608	212	22	-	-	PUNCT
dem-18608	212	23	aparch	aparch	NOUN
dem-18608	212	24	-	-	PUNCT
dem-18608	212	25	n	n	CCONJ
dem-18608	212	26	ar	ar	NOUN
dem-18608	212	27	-	-	PUNCT
dem-18608	212	28	aparch	aparch	NOUN
dem-18608	212	29	-	-	PUNCT
dem-18608	212	30	s	s	NOUN
dem-18608	212	31	ar	ar	NOUN
dem-18608	212	32	-	-	PUNCT
dem-18608	212	33	aparch	aparch	NOUN
dem-18608	212	34	-	-	PUNCT
dem-18608	212	35	ged	ge	VERB
dem-18608	212	36	monday	monday	PROPN
dem-18608	212	37	–	–	PUNCT
dem-18608	212	38	–	–	PUNCT
dem-18608	212	39	–	–	PUNCT
dem-18608	212	40	–	–	PUNCT
dem-18608	212	41	–	–	PUNCT
dem-18608	212	42	–	–	PUNCT
dem-18608	212	43	tuesday	tuesday	PROPN
dem-18608	212	44	–	–	PUNCT
dem-18608	212	45	–	–	PUNCT
dem-18608	212	46	–	–	PUNCT
dem-18608	212	47	–	–	PUNCT
dem-18608	212	48	–	–	PUNCT
dem-18608	212	49	–	–	PUNCT
dem-18608	212	50	wednesday	wednesday	PROPN
dem-18608	212	51	–	–	PUNCT
dem-18608	212	52	–	–	PUNCT
dem-18608	212	53	–	–	PUNCT
dem-18608	212	54	–	–	PUNCT
dem-18608	212	55	–	–	PUNCT
dem-18608	212	56	–	–	PUNCT
dem-18608	212	57	thursday	thursday	PROPN
dem-18608	212	58	–	–	PUNCT
dem-18608	212	59	–	–	PUNCT
dem-18608	212	60	–	–	PUNCT
dem-18608	212	61	–	–	PUNCT
dem-18608	212	62	–	–	PUNCT
dem-18608	212	63	–	–	PUNCT
dem-18608	212	64	friday	friday	PROPN
dem-18608	213	1	+	+	PROPN
dem-18608	214	1	+	+	PUNCT
dem-18608	215	1	+	+	PUNCT
dem-18608	215	2	+	+	PUNCT
dem-18608	215	3	+	+	CCONJ
dem-18608	215	4	+	+	CCONJ
dem-18608	215	5	platinum	platinum	NOUN
dem-18608	215	6	ar	ar	NOUN
dem-18608	215	7	-	-	ADJ
dem-18608	215	8	garch	garch	NOUN
dem-18608	215	9	-	-	PUNCT
dem-18608	215	10	n	n	CCONJ
dem-18608	215	11	ar	ar	NOUN
dem-18608	215	12	-	-	ADJ
dem-18608	215	13	garch	garch	NOUN
dem-18608	215	14	-	-	PUNCT
dem-18608	215	15	s	s	NOUN
dem-18608	215	16	ar	ar	NOUN
dem-18608	215	17	-	-	ADJ
dem-18608	215	18	garch	garch	NOUN
dem-18608	215	19	-	-	PUNCT
dem-18608	215	20	ged	ge	VERB
dem-18608	215	21	ar	ar	NOUN
dem-18608	215	22	-	-	PUNCT
dem-18608	215	23	aparch	aparch	NOUN
dem-18608	215	24	-	-	PUNCT
dem-18608	215	25	n	n	CCONJ
dem-18608	215	26	ar	ar	NOUN
dem-18608	215	27	-	-	PUNCT
dem-18608	215	28	aparch	aparch	NOUN
dem-18608	215	29	-	-	PUNCT
dem-18608	215	30	s	s	NOUN
dem-18608	215	31	ar	ar	NOUN
dem-18608	215	32	-	-	PUNCT
dem-18608	215	33	aparch	aparch	NOUN
dem-18608	215	34	-	-	PUNCT
dem-18608	215	35	ged	ge	VERB
dem-18608	215	36	monday	monday	PROPN
dem-18608	215	37	–	–	PUNCT
dem-18608	216	1	–	–	PUNCT
dem-18608	216	2	+	+	PUNCT
dem-18608	216	3	–	–	PUNCT
dem-18608	216	4	+	+	PUNCT
dem-18608	216	5	+	+	NUM
dem-18608	216	6	tuesday	tuesday	PROPN
dem-18608	216	7	–	–	PUNCT
dem-18608	216	8	–	–	PUNCT
dem-18608	216	9	–	–	PUNCT
dem-18608	216	10	–	–	PUNCT
dem-18608	216	11	–	–	PUNCT
dem-18608	216	12	–	–	PUNCT
dem-18608	216	13	wednesday	wednesday	PROPN
dem-18608	216	14	–	–	PUNCT
dem-18608	216	15	+	+	PUNCT
dem-18608	216	16	+	+	X
dem-18608	216	17	–	–	PUNCT
dem-18608	216	18	+	+	PUNCT
dem-18608	216	19	+	+	NUM
dem-18608	216	20	thursday	thursday	PROPN
dem-18608	216	21	–	–	PUNCT
dem-18608	216	22	–	–	PUNCT
dem-18608	216	23	–	–	PUNCT
dem-18608	216	24	–	–	PUNCT
dem-18608	216	25	+	+	PUNCT
dem-18608	216	26	+	+	NUM
dem-18608	216	27	friday	friday	PROPN
dem-18608	216	28	+	+	X
dem-18608	216	29	+	+	PUNCT
dem-18608	216	30	+	+	PUNCT
dem-18608	216	31	+	+	PUNCT
dem-18608	216	32	+	+	CCONJ
dem-18608	216	33	+	+	NUM
dem-18608	216	34	testing	testing	NOUN
dem-18608	216	35	day	day	NOUN
dem-18608	216	36	of	of	ADP
dem-18608	216	37	the	the	DET
dem-18608	216	38	week	week	NOUN
dem-18608	216	39	effect	effect	NOUN
dem-18608	216	40	on	on	ADP
dem-18608	216	41	precious	precious	ADJ
dem-18608	216	42	metals	metal	NOUN
dem-18608	216	43	market	market	NOUN
dem-18608	216	44	dynamic	dynamic	ADJ
dem-18608	216	45	econometric	econometric	ADJ
dem-18608	216	46	models	model	NOUN
dem-18608	216	47	18	18	NUM
dem-18608	216	48	(	(	PUNCT
dem-18608	216	49	2018	2018	NUM
dem-18608	216	50	)	)	PUNCT
dem-18608	216	51	81–97	81–97	NUM
dem-18608	216	52	93	93	NUM
dem-18608	216	53	table	table	NOUN
dem-18608	216	54	7	7	NUM
dem-18608	216	55	.	.	NOUN
dem-18608	216	56	day	day	NOUN
dem-18608	216	57	of	of	ADP
dem-18608	216	58	the	the	DET
dem-18608	216	59	week	week	NOUN
dem-18608	216	60	effect	effect	NOUN
dem-18608	216	61	–	–	PUNCT
dem-18608	216	62	statistically	statistically	ADV
dem-18608	216	63	significant	significant	ADJ
dem-18608	216	64	results	result	NOUN
dem-18608	216	65	–	–	PUNCT
dem-18608	216	66	period	period	NOUN
dem-18608	216	67	of	of	ADP
dem-18608	217	1	downward	downward	ADJ
dem-18608	217	2	trend	trend	NOUN
dem-18608	217	3	silver	silver	PROPN
dem-18608	217	4	ar	ar	PROPN
dem-18608	217	5	-	-	ADJ
dem-18608	217	6	garch	garch	NOUN
dem-18608	217	7	-	-	PUNCT
dem-18608	217	8	n	n	CCONJ
dem-18608	217	9	ar	ar	NOUN
dem-18608	217	10	-	-	ADJ
dem-18608	217	11	garch	garch	NOUN
dem-18608	217	12	-	-	PUNCT
dem-18608	217	13	s	s	NOUN
dem-18608	217	14	ar	ar	NOUN
dem-18608	217	15	-	-	ADJ
dem-18608	217	16	garch	garch	NOUN
dem-18608	217	17	-	-	PUNCT
dem-18608	217	18	ged	ge	VERB
dem-18608	217	19	ar	ar	NOUN
dem-18608	217	20	-	-	PUNCT
dem-18608	217	21	aparch	aparch	NOUN
dem-18608	217	22	-	-	PUNCT
dem-18608	217	23	n	n	CCONJ
dem-18608	217	24	ar	ar	NOUN
dem-18608	217	25	-	-	PUNCT
dem-18608	217	26	aparch	aparch	NOUN
dem-18608	217	27	-	-	PUNCT
dem-18608	217	28	s	s	NOUN
dem-18608	217	29	ar	ar	NOUN
dem-18608	217	30	-	-	PUNCT
dem-18608	217	31	aparch	aparch	NOUN
dem-18608	217	32	-	-	PUNCT
dem-18608	217	33	ged	ge	VERB
dem-18608	217	34	monday	monday	PROPN
dem-18608	217	35	–	–	PUNCT
dem-18608	217	36	–	–	PUNCT
dem-18608	217	37	+	+	PUNCT
dem-18608	217	38	–	–	PUNCT
dem-18608	218	1	–	–	PUNCT
dem-18608	218	2	+	+	NUM
dem-18608	218	3	tuesday	tuesday	PROPN
dem-18608	218	4	–	–	PUNCT
dem-18608	218	5	–	–	PUNCT
dem-18608	218	6	–	–	PUNCT
dem-18608	218	7	–	–	PUNCT
dem-18608	218	8	–	–	PUNCT
dem-18608	218	9	–	–	PUNCT
dem-18608	218	10	wednesday	wednesday	PROPN
dem-18608	218	11	–	–	PUNCT
dem-18608	218	12	–	–	PUNCT
dem-18608	218	13	–	–	PUNCT
dem-18608	218	14	+	+	NUM
dem-18608	218	15	–	–	PUNCT
dem-18608	218	16	–	–	PUNCT
dem-18608	218	17	thursday	thursday	PROPN
dem-18608	218	18	–	–	PUNCT
dem-18608	218	19	+	+	PUNCT
dem-18608	218	20	+	+	X
dem-18608	218	21	–	–	PUNCT
dem-18608	218	22	+	+	PUNCT
dem-18608	218	23	+	+	NUM
dem-18608	218	24	friday	friday	PROPN
dem-18608	218	25	–	–	PUNCT
dem-18608	218	26	–	–	PUNCT
dem-18608	218	27	–	–	PUNCT
dem-18608	218	28	+	+	NUM
dem-18608	218	29	–	–	PUNCT
dem-18608	218	30	–	–	PUNCT
dem-18608	218	31	gold	gold	ADJ
dem-18608	218	32	ar	ar	NOUN
dem-18608	218	33	-	-	ADJ
dem-18608	218	34	garch	garch	NOUN
dem-18608	218	35	-	-	PUNCT
dem-18608	218	36	n	n	CCONJ
dem-18608	218	37	ar	ar	NOUN
dem-18608	218	38	-	-	ADJ
dem-18608	218	39	garch	garch	NOUN
dem-18608	218	40	-	-	PUNCT
dem-18608	218	41	s	s	NOUN
dem-18608	218	42	ar	ar	NOUN
dem-18608	218	43	-	-	ADJ
dem-18608	218	44	garch	garch	NOUN
dem-18608	218	45	-	-	PUNCT
dem-18608	218	46	ged	ge	VERB
dem-18608	218	47	ar	ar	NOUN
dem-18608	218	48	-	-	PUNCT
dem-18608	218	49	aparch	aparch	NOUN
dem-18608	218	50	-	-	PUNCT
dem-18608	218	51	n	n	CCONJ
dem-18608	218	52	ar	ar	NOUN
dem-18608	218	53	-	-	PUNCT
dem-18608	218	54	aparch	aparch	NOUN
dem-18608	218	55	-	-	PUNCT
dem-18608	218	56	s	s	NOUN
dem-18608	218	57	ar	ar	NOUN
dem-18608	218	58	-	-	PUNCT
dem-18608	218	59	aparch	aparch	NOUN
dem-18608	218	60	-	-	PUNCT
dem-18608	218	61	ged	ge	VERB
dem-18608	218	62	monday	monday	PROPN
dem-18608	218	63	–	–	PUNCT
dem-18608	218	64	–	–	PUNCT
dem-18608	218	65	–	–	PUNCT
dem-18608	218	66	–	–	PUNCT
dem-18608	218	67	–	–	PUNCT
dem-18608	218	68	–	–	PUNCT
dem-18608	218	69	tuesday	tuesday	PROPN
dem-18608	218	70	–	–	PUNCT
dem-18608	218	71	–	–	PUNCT
dem-18608	218	72	–	–	PUNCT
dem-18608	218	73	–	–	PUNCT
dem-18608	218	74	–	–	PUNCT
dem-18608	218	75	–	–	PUNCT
dem-18608	218	76	wednesday	wednesday	PROPN
dem-18608	218	77	–	–	PUNCT
dem-18608	218	78	–	–	PUNCT
dem-18608	218	79	–	–	PUNCT
dem-18608	218	80	–	–	PUNCT
dem-18608	218	81	–	–	PUNCT
dem-18608	218	82	–	–	PUNCT
dem-18608	218	83	thursday	thursday	PROPN
dem-18608	218	84	–	–	PUNCT
dem-18608	218	85	–	–	PUNCT
dem-18608	218	86	–	–	PUNCT
dem-18608	218	87	–	–	PUNCT
dem-18608	218	88	–	–	PUNCT
dem-18608	218	89	–	–	PUNCT
dem-18608	218	90	friday	friday	PROPN
dem-18608	218	91	+	+	PROPN
dem-18608	218	92	+	+	PUNCT
dem-18608	219	1	+	+	PUNCT
dem-18608	219	2	+	+	PUNCT
dem-18608	219	3	+	+	CCONJ
dem-18608	219	4	+	+	CCONJ
dem-18608	219	5	palladium	palladium	ADJ
dem-18608	219	6	ar	ar	NOUN
dem-18608	219	7	-	-	ADJ
dem-18608	219	8	garch	garch	NOUN
dem-18608	219	9	-	-	PUNCT
dem-18608	219	10	n	n	CCONJ
dem-18608	219	11	ar	ar	NOUN
dem-18608	219	12	-	-	ADJ
dem-18608	219	13	garch	garch	NOUN
dem-18608	219	14	-	-	PUNCT
dem-18608	219	15	s	s	NOUN
dem-18608	219	16	ar	ar	NOUN
dem-18608	219	17	-	-	ADJ
dem-18608	219	18	garch	garch	NOUN
dem-18608	219	19	-	-	PUNCT
dem-18608	219	20	ged	ge	VERB
dem-18608	219	21	ar	ar	NOUN
dem-18608	219	22	-	-	PUNCT
dem-18608	219	23	aparch	aparch	NOUN
dem-18608	219	24	-	-	PUNCT
dem-18608	219	25	n	n	CCONJ
dem-18608	219	26	ar	ar	NOUN
dem-18608	219	27	-	-	PUNCT
dem-18608	219	28	aparch	aparch	NOUN
dem-18608	219	29	-	-	PUNCT
dem-18608	219	30	s	s	NOUN
dem-18608	219	31	ar	ar	NOUN
dem-18608	219	32	-	-	PUNCT
dem-18608	219	33	aparch	aparch	NOUN
dem-18608	219	34	-	-	PUNCT
dem-18608	219	35	ged	ge	VERB
dem-18608	219	36	monday	monday	PROPN
dem-18608	219	37	–	–	PUNCT
dem-18608	219	38	–	–	PUNCT
dem-18608	219	39	–	–	PUNCT
dem-18608	219	40	–	–	PUNCT
dem-18608	219	41	–	–	PUNCT
dem-18608	219	42	–	–	PUNCT
dem-18608	219	43	tuesday	tuesday	PROPN
dem-18608	219	44	–	–	PUNCT
dem-18608	219	45	–	–	PUNCT
dem-18608	219	46	–	–	PUNCT
dem-18608	219	47	–	–	PUNCT
dem-18608	219	48	–	–	PUNCT
dem-18608	219	49	–	–	PUNCT
dem-18608	219	50	wednesday	wednesday	PROPN
dem-18608	219	51	–	–	PUNCT
dem-18608	219	52	–	–	PUNCT
dem-18608	219	53	–	–	PUNCT
dem-18608	219	54	–	–	PUNCT
dem-18608	219	55	–	–	PUNCT
dem-18608	219	56	–	–	PUNCT
dem-18608	219	57	thursday	thursday	PROPN
dem-18608	219	58	–	–	PUNCT
dem-18608	219	59	–	–	PUNCT
dem-18608	219	60	–	–	PUNCT
dem-18608	219	61	–	–	PUNCT
dem-18608	219	62	+	+	PUNCT
dem-18608	219	63	+	+	NUM
dem-18608	219	64	friday	friday	PROPN
dem-18608	220	1	+	+	X
dem-18608	220	2	+	+	PUNCT
dem-18608	221	1	+	+	PUNCT
dem-18608	221	2	+	+	PUNCT
dem-18608	221	3	+	+	CCONJ
dem-18608	221	4	+	+	CCONJ
dem-18608	221	5	platinum	platinum	NOUN
dem-18608	221	6	ar	ar	NOUN
dem-18608	221	7	-	-	ADJ
dem-18608	221	8	garch	garch	NOUN
dem-18608	221	9	-	-	PUNCT
dem-18608	221	10	n	n	CCONJ
dem-18608	221	11	ar	ar	NOUN
dem-18608	221	12	-	-	ADJ
dem-18608	221	13	garch	garch	NOUN
dem-18608	221	14	-	-	PUNCT
dem-18608	221	15	s	s	NOUN
dem-18608	221	16	ar	ar	NOUN
dem-18608	221	17	-	-	ADJ
dem-18608	221	18	garch	garch	NOUN
dem-18608	221	19	-	-	PUNCT
dem-18608	221	20	ged	ge	VERB
dem-18608	221	21	ar	ar	NOUN
dem-18608	221	22	-	-	PUNCT
dem-18608	221	23	aparch	aparch	NOUN
dem-18608	221	24	-	-	PUNCT
dem-18608	221	25	n	n	CCONJ
dem-18608	221	26	ar	ar	NOUN
dem-18608	221	27	-	-	PUNCT
dem-18608	221	28	aparch	aparch	NOUN
dem-18608	221	29	-	-	PUNCT
dem-18608	221	30	s	s	NOUN
dem-18608	221	31	ar	ar	NOUN
dem-18608	221	32	-	-	PUNCT
dem-18608	221	33	aparch	aparch	NOUN
dem-18608	221	34	-	-	PUNCT
dem-18608	221	35	ged	ge	VERB
dem-18608	221	36	monday	monday	PROPN
dem-18608	221	37	–	–	PUNCT
dem-18608	221	38	–	–	PUNCT
dem-18608	221	39	–	–	PUNCT
dem-18608	221	40	–	–	PUNCT
dem-18608	221	41	–	–	PUNCT
dem-18608	221	42	–	–	PUNCT
dem-18608	221	43	tuesday	tuesday	PROPN
dem-18608	221	44	–	–	PUNCT
dem-18608	221	45	–	–	PUNCT
dem-18608	222	1	+	+	PUNCT
dem-18608	222	2	+	+	PUNCT
dem-18608	223	1	+	+	CCONJ
dem-18608	223	2	+	+	NUM
dem-18608	223	3	wednesday	wednesday	PROPN
dem-18608	223	4	–	–	PUNCT
dem-18608	223	5	–	–	PUNCT
dem-18608	223	6	–	–	PUNCT
dem-18608	223	7	+	+	NUM
dem-18608	223	8	–	–	PUNCT
dem-18608	223	9	–	–	PUNCT
dem-18608	223	10	thursday	thursday	PROPN
dem-18608	223	11	–	–	PUNCT
dem-18608	223	12	–	–	PUNCT
dem-18608	223	13	–	–	PUNCT
dem-18608	223	14	+	+	PUNCT
dem-18608	223	15	+	+	X
dem-18608	223	16	–	–	PUNCT
dem-18608	223	17	friday	friday	PROPN
dem-18608	223	18	–	–	PUNCT
dem-18608	223	19	–	–	PUNCT
dem-18608	223	20	–	–	PUNCT
dem-18608	223	21	–	–	PUNCT
dem-18608	223	22	–	–	PUNCT
dem-18608	223	23	–	–	PUNCT
dem-18608	223	24	considering	consider	VERB
dem-18608	223	25	the	the	DET
dem-18608	223	26	entire	entire	ADJ
dem-18608	223	27	period	period	NOUN
dem-18608	223	28	we	we	PRON
dem-18608	223	29	noticed	notice	VERB
dem-18608	223	30	that	that	SCONJ
dem-18608	223	31	for	for	ADP
dem-18608	223	32	gold	gold	NOUN
dem-18608	223	33	and	and	CCONJ
dem-18608	223	34	silver	silver	NOUN
dem-18608	223	35	,	,	PUNCT
dem-18608	223	36	the	the	DET
dem-18608	223	37	best	well	ADV
dem-18608	223	38	fitted	fit	VERB
dem-18608	223	39	model	model	NOUN
dem-18608	223	40	was	be	AUX
dem-18608	223	41	the	the	DET
dem-18608	223	42	ar	ar	NOUN
dem-18608	223	43	-	-	PUNCT
dem-18608	223	44	aparch	aparch	NOUN
dem-18608	223	45	model	model	NOUN
dem-18608	223	46	with	with	ADP
dem-18608	223	47	conditional	conditional	ADJ
dem-18608	223	48	t	t	PROPN
dem-18608	223	49	-	-	PUNCT
dem-18608	223	50	student	student	NOUN
dem-18608	223	51	distribution	distribution	NOUN
dem-18608	223	52	of	of	ADP
dem-18608	223	53	residuals	residual	NOUN
dem-18608	223	54	.	.	PUNCT
dem-18608	224	1	for	for	ADP
dem-18608	224	2	palladium	palladium	NOUN
dem-18608	224	3	and	and	CCONJ
dem-18608	224	4	platinum	platinum	NOUN
dem-18608	224	5	information	information	NOUN
dem-18608	224	6	criteria	criterion	NOUN
dem-18608	224	7	give	give	VERB
dem-18608	224	8	different	different	ADJ
dem-18608	224	9	assessments	assessment	NOUN
dem-18608	224	10	,	,	PUNCT
dem-18608	224	11	however	however	ADV
dem-18608	224	12	,	,	PUNCT
dem-18608	224	13	these	these	PRON
dem-18608	224	14	are	be	AUX
dem-18608	224	15	still	still	ADV
dem-18608	224	16	models	model	NOUN
dem-18608	224	17	with	with	ADP
dem-18608	224	18	residuals	residual	NOUN
dem-18608	224	19	described	describe	VERB
dem-18608	224	20	by	by	ADP
dem-18608	224	21	conditional	conditional	ADJ
dem-18608	224	22	t	t	PROPN
dem-18608	224	23	-	-	PUNCT
dem-18608	224	24	student	student	NOUN
dem-18608	224	25	distribution	distribution	NOUN
dem-18608	224	26	.	.	PUNCT
dem-18608	225	1	similar	similar	ADJ
dem-18608	225	2	results	result	NOUN
dem-18608	225	3	were	be	AUX
dem-18608	225	4	obtained	obtain	VERB
dem-18608	225	5	for	for	ADP
dem-18608	225	6	gold	gold	NOUN
dem-18608	225	7	and	and	CCONJ
dem-18608	225	8	silver	silver	NOUN
dem-18608	225	9	during	during	ADP
dem-18608	225	10	the	the	DET
dem-18608	225	11	upward	upward	ADJ
dem-18608	225	12	trend	trend	NOUN
dem-18608	225	13	.	.	PUNCT
dem-18608	226	1	in	in	ADP
dem-18608	226	2	the	the	DET
dem-18608	226	3	case	case	NOUN
dem-18608	226	4	of	of	ADP
dem-18608	226	5	palladium	palladium	NOUN
dem-18608	226	6	,	,	PUNCT
dem-18608	226	7	the	the	DET
dem-18608	226	8	ar	ar	PROPN
dem-18608	226	9	-	-	ADJ
dem-18608	226	10	garch	garch	NOUN
dem-18608	226	11	model	model	NOUN
dem-18608	226	12	with	with	ADP
dem-18608	226	13	the	the	DET
dem-18608	226	14	ged	ge	VERB
dem-18608	226	15	distribution	distribution	NOUN
dem-18608	226	16	for	for	ADP
dem-18608	226	17	residuals	residual	NOUN
dem-18608	226	18	was	be	AUX
dem-18608	226	19	proposed	propose	VERB
dem-18608	226	20	,	,	PUNCT
dem-18608	226	21	while	while	SCONJ
dem-18608	226	22	for	for	ADP
dem-18608	226	23	platinum	platinum	NOUN
dem-18608	226	24	the	the	DET
dem-18608	226	25	ar	ar	NOUN
dem-18608	226	26	-	-	PUNCT
dem-18608	226	27	aparch	aparch	NOUN
dem-18608	226	28	model	model	NOUN
dem-18608	226	29	with	with	ADP
dem-18608	226	30	t	t	PROPN
dem-18608	226	31	-	-	PUNCT
dem-18608	226	32	student	student	NOUN
dem-18608	226	33	distribution	distribution	NOUN
dem-18608	226	34	.	.	PUNCT
dem-18608	227	1	the	the	DET
dem-18608	227	2	last	last	ADJ
dem-18608	227	3	subperiod	subperiod	NOUN
dem-18608	227	4	represents	represent	VERB
dem-18608	227	5	the	the	DET
dem-18608	227	6	downward	downward	ADJ
dem-18608	227	7	trend	trend	NOUN
dem-18608	227	8	.	.	PUNCT
dem-18608	228	1	the	the	DET
dem-18608	228	2	results	result	NOUN
dem-18608	228	3	suggest	suggest	VERB
dem-18608	228	4	different	different	ADJ
dem-18608	228	5	models	model	NOUN
dem-18608	228	6	:	:	PUNCT
dem-18608	228	7	for	for	ADP
dem-18608	228	8	silver	silver	NOUN
dem-18608	228	9	,	,	PUNCT
dem-18608	228	10	ar	ar	NOUN
dem-18608	228	11	-	-	ADJ
dem-18608	228	12	garch	garch	NOUN
dem-18608	228	13	model	model	NOUN
dem-18608	228	14	with	with	ADP
dem-18608	228	15	ged	ged	ADJ
dem-18608	228	16	distribution	distribution	NOUN
dem-18608	228	17	for	for	ADP
dem-18608	228	18	residuals	residual	NOUN
dem-18608	228	19	,	,	PUNCT
dem-18608	228	20	ar	ar	NOUN
dem-18608	228	21	-	-	ADJ
dem-18608	228	22	garch	garch	NOUN
dem-18608	228	23	model	model	NOUN
dem-18608	228	24	for	for	ADP
dem-18608	228	25	gold	gold	NOUN
dem-18608	228	26	with	with	ADP
dem-18608	228	27	residuals	residual	NOUN
dem-18608	228	28	described	describe	VERB
dem-18608	228	29	by	by	ADP
dem-18608	228	30	t	t	PROPN
dem-18608	228	31	-	-	PUNCT
dem-18608	228	32	student	student	NOUN
dem-18608	228	33	distribution	distribution	NOUN
dem-18608	228	34	,	,	PUNCT
dem-18608	228	35	araparch	araparch	NOUN
dem-18608	228	36	model	model	NOUN
dem-18608	228	37	for	for	ADP
dem-18608	228	38	palladium	palladium	NOUN
dem-18608	228	39	with	with	ADP
dem-18608	228	40	t	t	NOUN
dem-18608	228	41	-	-	PUNCT
dem-18608	228	42	student	student	NOUN
dem-18608	228	43	distribution	distribution	NOUN
dem-18608	228	44	for	for	ADP
dem-18608	228	45	residuals	residual	NOUN
dem-18608	228	46	,	,	PUNCT
dem-18608	228	47	and	and	CCONJ
dem-18608	228	48	finally	finally	ADV
dem-18608	228	49	ar	ar	ADJ
dem-18608	228	50	-	-	ADJ
dem-18608	228	51	garch	garch	NOUN
dem-18608	228	52	model	model	NOUN
dem-18608	228	53	for	for	ADP
dem-18608	228	54	platinum	platinum	NOUN
dem-18608	228	55	with	with	ADP
dem-18608	228	56	t	t	NOUN
dem-18608	228	57	-	-	PUNCT
dem-18608	228	58	student	student	NOUN
dem-18608	228	59	distribution	distribution	NOUN
dem-18608	228	60	for	for	ADP
dem-18608	228	61	residuals	residual	NOUN
dem-18608	228	62	as	as	ADV
dem-18608	228	63	well	well	ADV
dem-18608	228	64	.	.	PUNCT
dem-18608	229	1	we	we	PRON
dem-18608	229	2	did	do	AUX
dem-18608	229	3	n’t	not	PART
dem-18608	229	4	observe	observe	VERB
dem-18608	229	5	any	any	DET
dem-18608	229	6	model	model	NOUN
dem-18608	229	7	with	with	ADP
dem-18608	229	8	conditional	conditional	ADJ
dem-18608	229	9	normal	normal	ADJ
dem-18608	229	10	distribution	distribution	NOUN
dem-18608	229	11	for	for	ADP
dem-18608	229	12	residuals	residual	NOUN
dem-18608	229	13	.	.	PUNCT
dem-18608	230	1	in	in	ADP
dem-18608	230	2	figure	figure	NOUN
dem-18608	230	3	3	3	NUM
dem-18608	230	4	the	the	DET
dem-18608	230	5	ar(1)-aparch(1	ar(1)-aparch(1	PROPN
dem-18608	230	6	,	,	PUNCT
dem-18608	230	7	1)-s	1)-s	NUM
dem-18608	230	8	model	model	NOUN
dem-18608	230	9	for	for	ADP
dem-18608	230	10	gold	gold	NOUN
dem-18608	230	11	and	and	CCONJ
dem-18608	230	12	silver	silver	NOUN
dem-18608	230	13	is	be	AUX
dem-18608	230	14	presented	present	VERB
dem-18608	230	15	(	(	PUNCT
dem-18608	230	16	entire	entire	ADJ
dem-18608	230	17	period	period	NOUN
dem-18608	230	18	)	)	PUNCT
dem-18608	230	19	.	.	PUNCT
dem-18608	231	1	dominik	dominik	PROPN
dem-18608	231	2	krężołek	krężołek	PROPN
dem-18608	231	3	dynamic	dynamic	ADJ
dem-18608	231	4	econometric	econometric	ADJ
dem-18608	231	5	models	model	NOUN
dem-18608	231	6	18	18	NUM
dem-18608	231	7	(	(	PUNCT
dem-18608	231	8	2018	2018	NUM
dem-18608	231	9	)	)	PUNCT
dem-18608	231	10	81–97	81–97	NUM
dem-18608	231	11	94	94	NUM
dem-18608	231	12	table	table	NOUN
dem-18608	231	13	8	8	NUM
dem-18608	231	14	.	.	PUNCT
dem-18608	232	1	information	information	NOUN
dem-18608	232	2	criteria	criterion	NOUN
dem-18608	232	3	for	for	ADP
dem-18608	232	4	estimated	estimate	VERB
dem-18608	232	5	models	model	NOUN
dem-18608	232	6	metal	metal	NOUN
dem-18608	232	7	model	model	NOUN
dem-18608	232	8	entire	entire	ADJ
dem-18608	232	9	period	period	NOUN
dem-18608	232	10	period	period	NOUN
dem-18608	232	11	of	of	ADP
dem-18608	232	12	upward	upward	ADJ
dem-18608	232	13	trend	trend	NOUN
dem-18608	232	14	period	period	NOUN
dem-18608	232	15	of	of	ADP
dem-18608	232	16	downward	downward	ADJ
dem-18608	232	17	trend	trend	NOUN
dem-18608	232	18	aic	aic	PROPN
dem-18608	232	19	bic	bic	PROPN
dem-18608	232	20	hqc	hqc	PROPN
dem-18608	232	21	aic	aic	PROPN
dem-18608	232	22	bic	bic	PROPN
dem-18608	232	23	hqc	hqc	PROPN
dem-18608	232	24	aic	aic	PROPN
dem-18608	232	25	bic	bic	PROPN
dem-18608	232	26	hqc	hqc	PROPN
dem-18608	232	27	silver	silver	PROPN
dem-18608	232	28	ar	ar	PROPN
dem-18608	232	29	-	-	ADJ
dem-18608	232	30	garch	garch	NOUN
dem-18608	232	31	-	-	PUNCT
dem-18608	232	32	n	n	CCONJ
dem-18608	232	33	–	–	PUNCT
dem-18608	232	34	23385	23385	NUM
dem-18608	232	35	–	–	PUNCT
dem-18608	232	36	23327	23327	NUM
dem-18608	232	37	–	–	PUNCT
dem-18608	232	38	23365	23365	NUM
dem-18608	232	39	–	–	PUNCT
dem-18608	232	40	16079	16079	NUM
dem-18608	232	41	–	–	PUNCT
dem-18608	232	42	16025	16025	NUM
dem-18608	232	43	–	–	PUNCT
dem-18608	232	44	16060	16060	NUM
dem-18608	232	45	–	–	PUNCT
dem-18608	232	46	7312	7312	NUM
dem-18608	232	47	–	–	PUNCT
dem-18608	232	48	7265	7265	NUM
dem-18608	232	49	–	–	PUNCT
dem-18608	233	1	7294	7294	NUM
dem-18608	233	2	ar	ar	NOUN
dem-18608	233	3	-	-	ADJ
dem-18608	233	4	garch	garch	NOUN
dem-18608	233	5	-	-	PUNCT
dem-18608	233	6	s	s	NOUN
dem-18608	233	7	–	–	PUNCT
dem-18608	233	8	23843	23843	NUM
dem-18608	233	9	–	–	PUNCT
dem-18608	233	10	23779	23779	NUM
dem-18608	233	11	–	–	PUNCT
dem-18608	233	12	23820	23820	NUM
dem-18608	233	13	–	–	PUNCT
dem-18608	233	14	16320	16320	NUM
dem-18608	233	15	–	–	PUNCT
dem-18608	233	16	16260	16260	NUM
dem-18608	233	17	–	–	PUNCT
dem-18608	233	18	16299	16299	NUM
dem-18608	233	19	–	–	PUNCT
dem-18608	233	20	7535	7535	NUM
dem-18608	233	21	–	–	PUNCT
dem-18608	233	22	7483	7483	NUM
dem-18608	233	23	–	–	PUNCT
dem-18608	233	24	7515	7515	NUM
dem-18608	233	25	ar	ar	NOUN
dem-18608	233	26	-	-	PUNCT
dem-18608	233	27	garch	garch	NOUN
dem-18608	233	28	-	-	PUNCT
dem-18608	233	29	ged	ge	VERB
dem-18608	233	30	–	–	PUNCT
dem-18608	233	31	23829	23829	NUM
dem-18608	233	32	–	–	PUNCT
dem-18608	233	33	23765	23765	NUM
dem-18608	233	34	–	–	PUNCT
dem-18608	233	35	23807	23807	NUM
dem-18608	233	36	–	–	PUNCT
dem-18608	233	37	16301	16301	NUM
dem-18608	233	38	–	–	SYM
dem-18608	233	39	16240	16240	NUM
dem-18608	233	40	–	–	SYM
dem-18608	233	41	16279	16279	NUM
dem-18608	233	42	–	–	PUNCT
dem-18608	233	43	7542	7542	NUM
dem-18608	233	44	–	–	PUNCT
dem-18608	233	45	7490	7490	NUM
dem-18608	233	46	–	–	SYM
dem-18608	233	47	7522	7522	NUM
dem-18608	233	48	ar	ar	NOUN
dem-18608	233	49	-	-	PUNCT
dem-18608	233	50	aparch	aparch	NOUN
dem-18608	233	51	-	-	PUNCT
dem-18608	233	52	n	n	NOUN
dem-18608	233	53	–	–	PUNCT
dem-18608	233	54	23400	23400	NUM
dem-18608	233	55	–	–	PUNCT
dem-18608	233	56	23330	23330	NUM
dem-18608	233	57	–	–	PUNCT
dem-18608	233	58	23375	23375	NUM
dem-18608	233	59	–	–	PUNCT
dem-18608	233	60	16119	16119	NUM
dem-18608	233	61	–	–	PUNCT
dem-18608	233	62	16053	16053	NUM
dem-18608	233	63	–	–	PUNCT
dem-18608	233	64	16095	16095	NUM
dem-18608	233	65	–	–	PUNCT
dem-18608	233	66	7310	7310	NUM
dem-18608	233	67	–	–	PUNCT
dem-18608	233	68	7253	7253	NUM
dem-18608	233	69	–	–	PUNCT
dem-18608	233	70	7289	7289	NUM
dem-18608	233	71	ar	ar	NOUN
dem-18608	233	72	-	-	PUNCT
dem-18608	233	73	aparch	aparch	NOUN
dem-18608	233	74	-	-	PUNCT
dem-18608	233	75	s	s	NOUN
dem-18608	233	76	–	–	PUNCT
dem-18608	233	77	23873	23873	NUM
dem-18608	233	78	–	–	PUNCT
dem-18608	233	79	23797	23797	NUM
dem-18608	233	80	–	–	PUNCT
dem-18608	233	81	23846	23846	NUM
dem-18608	233	82	–	–	PUNCT
dem-18608	233	83	16352	16352	NUM
dem-18608	233	84	–	–	PUNCT
dem-18608	233	85	16280	16280	NUM
dem-18608	233	86	–	–	PUNCT
dem-18608	233	87	16326	16326	NUM
dem-18608	233	88	–	–	SYM
dem-18608	233	89	7531	7531	NUM
dem-18608	233	90	–	–	PUNCT
dem-18608	233	91	7468	7468	NUM
dem-18608	233	92	–	–	PUNCT
dem-18608	233	93	7508	7508	NUM
dem-18608	233	94	ar	ar	NOUN
dem-18608	233	95	-	-	PUNCT
dem-18608	233	96	aparch	aparch	NOUN
dem-18608	233	97	-	-	PUNCT
dem-18608	233	98	ged	ge	VERB
dem-18608	233	99	–	–	PUNCT
dem-18608	233	100	23850	23850	NUM
dem-18608	233	101	–	–	PUNCT
dem-18608	233	102	23774	23774	NUM
dem-18608	233	103	–	–	PUNCT
dem-18608	233	104	23823	23823	NUM
dem-18608	233	105	–	–	PUNCT
dem-18608	233	106	16330	16330	NUM
dem-18608	233	107	–	–	SYM
dem-18608	233	108	16258	16258	NUM
dem-18608	233	109	–	–	PUNCT
dem-18608	233	110	16304	16304	NUM
dem-18608	233	111	–	–	PUNCT
dem-18608	233	112	7539	7539	NUM
dem-18608	233	113	–	–	PUNCT
dem-18608	233	114	7476	7476	NUM
dem-18608	233	115	–	–	PUNCT
dem-18608	233	116	7516	7516	NUM
dem-18608	233	117	gold	gold	PROPN
dem-18608	233	118	ar	ar	NOUN
dem-18608	233	119	-	-	ADJ
dem-18608	233	120	garch	garch	NOUN
dem-18608	233	121	-	-	PUNCT
dem-18608	233	122	n	n	NOUN
dem-18608	233	123	–	–	PUNCT
dem-18608	233	124	27574	27574	NUM
dem-18608	233	125	–	–	PUNCT
dem-18608	233	126	27517	27517	NUM
dem-18608	233	127	–	–	SYM
dem-18608	233	128	27554	27554	NUM
dem-18608	233	129	–	–	PUNCT
dem-18608	233	130	18875	18875	NUM
dem-18608	233	131	–	–	PUNCT
dem-18608	233	132	18821	18821	NUM
dem-18608	233	133	–	–	PUNCT
dem-18608	233	134	18856	18856	NUM
dem-18608	233	135	–	–	PUNCT
dem-18608	233	136	8694	8694	NUM
dem-18608	233	137	–	–	PUNCT
dem-18608	233	138	8647	8647	NUM
dem-18608	233	139	–	–	PUNCT
dem-18608	233	140	8677	8677	NUM
dem-18608	233	141	ar	ar	ADJ
dem-18608	233	142	-	-	ADJ
dem-18608	233	143	garch	garch	NOUN
dem-18608	233	144	-	-	PUNCT
dem-18608	233	145	s	s	NOUN
dem-18608	233	146	–	–	PUNCT
dem-18608	233	147	27987	27987	NUM
dem-18608	233	148	–	–	SYM
dem-18608	233	149	27923	27923	NUM
dem-18608	233	150	–	–	PUNCT
dem-18608	233	151	27964	27964	NUM
dem-18608	233	152	–	–	PUNCT
dem-18608	233	153	19115	19115	NUM
dem-18608	233	154	–	–	PUNCT
dem-18608	233	155	19055	19055	NUM
dem-18608	233	156	–	–	PUNCT
dem-18608	233	157	19094	19094	NUM
dem-18608	233	158	–	–	PUNCT
dem-18608	233	159	8873	8873	NUM
dem-18608	233	160	–	–	SYM
dem-18608	233	161	8820	8820	NUM
dem-18608	233	162	–	–	PUNCT
dem-18608	233	163	8853	8853	NUM
dem-18608	233	164	ar	ar	NOUN
dem-18608	233	165	-	-	ADJ
dem-18608	233	166	garch	garch	NOUN
dem-18608	233	167	-	-	PUNCT
dem-18608	233	168	ged	ge	VERB
dem-18608	233	169	–	–	PUNCT
dem-18608	233	170	27975	27975	NUM
dem-18608	233	171	–	–	PUNCT
dem-18608	233	172	27911	27911	NUM
dem-18608	233	173	–	–	SYM
dem-18608	233	174	27952	27952	NUM
dem-18608	233	175	–	–	PUNCT
dem-18608	233	176	19112	19112	NUM
dem-18608	233	177	–	–	PUNCT
dem-18608	233	178	19052	19052	NUM
dem-18608	233	179	–	–	PUNCT
dem-18608	233	180	19091	19091	NUM
dem-18608	233	181	–	–	SYM
dem-18608	233	182	8864	8864	NUM
dem-18608	233	183	–	–	PUNCT
dem-18608	233	184	8812	8812	NUM
dem-18608	233	185	–	–	PUNCT
dem-18608	233	186	8844	8844	NUM
dem-18608	233	187	ar	ar	NOUN
dem-18608	233	188	-	-	PUNCT
dem-18608	233	189	aparch	aparch	NOUN
dem-18608	233	190	-	-	PUNCT
dem-18608	233	191	n	n	NOUN
dem-18608	233	192	–	–	PUNCT
dem-18608	233	193	27575	27575	NUM
dem-18608	233	194	–	–	PUNCT
dem-18608	233	195	27505	27505	NUM
dem-18608	233	196	–	–	PUNCT
dem-18608	233	197	27550	27550	NUM
dem-18608	233	198	–	–	PUNCT
dem-18608	233	199	18908	18908	NUM
dem-18608	233	200	–	–	SYM
dem-18608	233	201	18842	18842	NUM
dem-18608	233	202	–	–	PUNCT
dem-18608	233	203	18884	18884	NUM
dem-18608	233	204	–	–	SYM
dem-18608	233	205	8707	8707	NUM
dem-18608	233	206	–	–	PUNCT
dem-18608	233	207	8649	8649	NUM
dem-18608	233	208	–	–	PUNCT
dem-18608	233	209	8685	8685	NUM
dem-18608	233	210	ar	ar	NOUN
dem-18608	233	211	-	-	PUNCT
dem-18608	233	212	aparch	aparch	NOUN
dem-18608	233	213	-	-	PUNCT
dem-18608	233	214	s	s	NOUN
dem-18608	233	215	–	–	PUNCT
dem-18608	233	216	28005	28005	NUM
dem-18608	233	217	–	–	PUNCT
dem-18608	233	218	27928	27928	NUM
dem-18608	233	219	–	–	PUNCT
dem-18608	233	220	27977	27977	NUM
dem-18608	233	221	–	–	PUNCT
dem-18608	233	222	19139	19139	NUM
dem-18608	233	223	–	–	PUNCT
dem-18608	233	224	19067	19067	NUM
dem-18608	233	225	–	–	PUNCT
dem-18608	233	226	19113	19113	NUM
dem-18608	233	227	–	–	SYM
dem-18608	233	228	8876	8876	NUM
dem-18608	233	229	–	–	PUNCT
dem-18608	233	230	8813	8813	NUM
dem-18608	233	231	–	–	SYM
dem-18608	233	232	8852	8852	NUM
dem-18608	233	233	ar	ar	NOUN
dem-18608	233	234	-	-	PUNCT
dem-18608	233	235	aparch	aparch	NOUN
dem-18608	233	236	-	-	PUNCT
dem-18608	233	237	ged	ge	VERB
dem-18608	233	238	–	–	PUNCT
dem-18608	233	239	27983	27983	NUM
dem-18608	233	240	–	–	PUNCT
dem-18608	233	241	27907	27907	NUM
dem-18608	233	242	–	–	PUNCT
dem-18608	233	243	27956	27956	NUM
dem-18608	233	244	–	–	PUNCT
dem-18608	233	245	19134	19134	NUM
dem-18608	233	246	–	–	PUNCT
dem-18608	233	247	19062	19062	NUM
dem-18608	233	248	–	–	PUNCT
dem-18608	233	249	19108	19108	NUM
dem-18608	233	250	–	–	PUNCT
dem-18608	233	251	8866	8866	NUM
dem-18608	233	252	–	–	PUNCT
dem-18608	233	253	8803	8803	NUM
dem-18608	233	254	–	–	SYM
dem-18608	233	255	8842	8842	NUM
dem-18608	233	256	palladium	palladium	PROPN
dem-18608	233	257	ar	ar	PROPN
dem-18608	233	258	-	-	ADJ
dem-18608	233	259	garch	garch	NOUN
dem-18608	233	260	-	-	PUNCT
dem-18608	233	261	n	n	NOUN
dem-18608	233	262	–	–	PUNCT
dem-18608	233	263	22449	22449	NUM
dem-18608	233	264	–	–	PUNCT
dem-18608	233	265	22391	22391	NUM
dem-18608	233	266	–	–	PUNCT
dem-18608	233	267	22429	22429	NUM
dem-18608	233	268	–	–	SYM
dem-18608	233	269	14987	14987	NUM
dem-18608	233	270	–	–	PUNCT
dem-18608	233	271	14933	14933	NUM
dem-18608	233	272	–	–	PUNCT
dem-18608	233	273	14968	14968	NUM
dem-18608	233	274	–	–	PUNCT
dem-18608	233	275	7468	7468	NUM
dem-18608	233	276	–	–	PUNCT
dem-18608	233	277	7421	7421	NUM
dem-18608	233	278	–	–	PUNCT
dem-18608	233	279	7450	7450	NUM
dem-18608	233	280	ar	ar	NOUN
dem-18608	233	281	-	-	PUNCT
dem-18608	233	282	garch	garch	NOUN
dem-18608	233	283	-	-	PUNCT
dem-18608	233	284	s	s	NOUN
dem-18608	233	285	–	–	PUNCT
dem-18608	233	286	22755	22755	NUM
dem-18608	233	287	–	–	PUNCT
dem-18608	233	288	22692	22692	NUM
dem-18608	233	289	–	–	SYM
dem-18608	233	290	22733	22733	NUM
dem-18608	233	291	–	–	PUNCT
dem-18608	233	292	15275	15275	NUM
dem-18608	233	293	–	–	PUNCT
dem-18608	233	294	15215	15215	NUM
dem-18608	233	295	–	–	SYM
dem-18608	233	296	15253	15253	NUM
dem-18608	233	297	–	–	PUNCT
dem-18608	233	298	7491	7491	NUM
dem-18608	233	299	–	–	PUNCT
dem-18608	233	300	7439	7439	NUM
dem-18608	233	301	–	–	PUNCT
dem-18608	233	302	7472	7472	NUM
dem-18608	233	303	ar	ar	NOUN
dem-18608	233	304	-	-	PUNCT
dem-18608	233	305	garch	garch	NOUN
dem-18608	233	306	-	-	PUNCT
dem-18608	233	307	ged	ge	VERB
dem-18608	233	308	–	–	PUNCT
dem-18608	233	309	22753	22753	NUM
dem-18608	233	310	–	–	PUNCT
dem-18608	233	311	22689	22689	NUM
dem-18608	233	312	–	–	PUNCT
dem-18608	233	313	22731	22731	NUM
dem-18608	233	314	–	–	PUNCT
dem-18608	233	315	15294	15294	NUM
dem-18608	233	316	–	–	PUNCT
dem-18608	233	317	15234	15234	NUM
dem-18608	233	318	–	–	PUNCT
dem-18608	233	319	15273	15273	NUM
dem-18608	233	320	–	–	PUNCT
dem-18608	233	321	7485	7485	NUM
dem-18608	233	322	–	–	PUNCT
dem-18608	233	323	7433	7433	NUM
dem-18608	233	324	–	–	PUNCT
dem-18608	233	325	7466	7466	NUM
dem-18608	233	326	ar	ar	NOUN
dem-18608	233	327	-	-	PUNCT
dem-18608	233	328	aparch	aparch	NOUN
dem-18608	233	329	-	-	PUNCT
dem-18608	233	330	n	n	NOUN
dem-18608	233	331	–	–	PUNCT
dem-18608	233	332	22447	22447	NUM
dem-18608	233	333	–	–	PUNCT
dem-18608	233	334	22376	22376	NUM
dem-18608	233	335	–	–	PUNCT
dem-18608	233	336	22422	22422	NUM
dem-18608	233	337	–	–	PUNCT
dem-18608	233	338	14988	14988	NUM
dem-18608	233	339	–	–	PUNCT
dem-18608	233	340	14922	14922	NUM
dem-18608	233	341	–	–	SYM
dem-18608	233	342	14964	14964	NUM
dem-18608	233	343	–	–	PUNCT
dem-18608	233	344	7484	7484	NUM
dem-18608	233	345	–	–	PUNCT
dem-18608	233	346	7427	7427	NUM
dem-18608	233	347	–	–	SYM
dem-18608	233	348	7463	7463	NUM
dem-18608	233	349	ar	ar	NOUN
dem-18608	233	350	-	-	PUNCT
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dem-18608	233	352	-	-	PUNCT
dem-18608	233	353	s	s	NOUN
dem-18608	233	354	–	–	PUNCT
dem-18608	233	355	22758	22758	NUM
dem-18608	233	356	–	–	PUNCT
dem-18608	233	357	22682	22682	NUM
dem-18608	233	358	–	–	PUNCT
dem-18608	233	359	22731	22731	NUM
dem-18608	233	360	–	–	PUNCT
dem-18608	233	361	15281	15281	NUM
dem-18608	233	362	–	–	PUNCT
dem-18608	233	363	15209	15209	NUM
dem-18608	233	364	–	–	PUNCT
dem-18608	233	365	15255	15255	NUM
dem-18608	233	366	–	–	PUNCT
dem-18608	233	367	7508	7508	NUM
dem-18608	233	368	–	–	PUNCT
dem-18608	233	369	7445	7445	NUM
dem-18608	233	370	–	–	PUNCT
dem-18608	233	371	7484	7484	NUM
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dem-18608	233	373	-	-	PUNCT
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dem-18608	233	375	-	-	PUNCT
dem-18608	233	376	ged	ge	VERB
dem-18608	233	377	–	–	PUNCT
dem-18608	233	378	22754	22754	NUM
dem-18608	233	379	–	–	PUNCT
dem-18608	233	380	22677	22677	NUM
dem-18608	233	381	–	–	PUNCT
dem-18608	233	382	22727	22727	NUM
dem-18608	233	383	–	–	PUNCT
dem-18608	233	384	15299	15299	NUM
dem-18608	233	385	–	–	PUNCT
dem-18608	233	386	15226	15226	NUM
dem-18608	233	387	–	–	PUNCT
dem-18608	233	388	15273	15273	NUM
dem-18608	233	389	–	–	SYM
dem-18608	233	390	7492	7492	NUM
dem-18608	233	391	–	–	PUNCT
dem-18608	233	392	7439	7439	NUM
dem-18608	233	393	–	–	SYM
dem-18608	233	394	7476	7476	NUM
dem-18608	233	395	platinum	platinum	NOUN
dem-18608	233	396	ar	ar	NOUN
dem-18608	233	397	-	-	ADJ
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dem-18608	233	400	n	n	NOUN
dem-18608	233	401	–	–	PUNCT
dem-18608	233	402	25876	25876	NUM
dem-18608	233	403	–	–	PUNCT
dem-18608	233	404	25819	25819	NUM
dem-18608	233	405	–	–	PUNCT
dem-18608	233	406	25856	25856	NUM
dem-18608	233	407	–	–	PUNCT
dem-18608	233	408	17649	17649	NUM
dem-18608	233	409	–	–	PUNCT
dem-18608	233	410	17595	17595	NUM
dem-18608	233	411	–	–	PUNCT
dem-18608	233	412	17629	17629	NUM
dem-18608	233	413	–	–	PUNCT
dem-18608	233	414	8246	8246	NUM
dem-18608	233	415	–	–	SYM
dem-18608	233	416	8199	8199	NUM
dem-18608	233	417	–	–	PUNCT
dem-18608	233	418	8228	8228	NUM
dem-18608	233	419	ar	ar	PROPN
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dem-18608	233	422	-	-	PUNCT
dem-18608	233	423	s	s	NOUN
dem-18608	233	424	–	–	PUNCT
dem-18608	233	425	26065	26065	NUM
dem-18608	233	426	–	–	PUNCT
dem-18608	233	427	26001	26001	NUM
dem-18608	233	428	–	–	PUNCT
dem-18608	233	429	26042	26042	NUM
dem-18608	233	430	–	–	PUNCT
dem-18608	233	431	17833	17833	NUM
dem-18608	233	432	–	–	PUNCT
dem-18608	233	433	17772	17772	NUM
dem-18608	233	434	–	–	SYM
dem-18608	233	435	17811	17811	NUM
dem-18608	233	436	–	–	SYM
dem-18608	233	437	8258	8258	NUM
dem-18608	233	438	–	–	SYM
dem-18608	233	439	8205	8205	NUM
dem-18608	233	440	–	–	PUNCT
dem-18608	233	441	8238	8238	NUM
dem-18608	233	442	ar	ar	ADJ
dem-18608	233	443	-	-	PUNCT
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dem-18608	233	445	-	-	PUNCT
dem-18608	233	446	ged	ge	VERB
dem-18608	233	447	–	–	PUNCT
dem-18608	233	448	26046	26046	NUM
dem-18608	233	449	–	–	PUNCT
dem-18608	233	450	25982	25982	NUM
dem-18608	233	451	–	–	SYM
dem-18608	233	452	26024	26024	NUM
dem-18608	233	453	–	–	PUNCT
dem-18608	233	454	17822	17822	NUM
dem-18608	233	455	–	–	SYM
dem-18608	233	456	17762	17762	NUM
dem-18608	233	457	–	–	PUNCT
dem-18608	233	458	17801	17801	NUM
dem-18608	233	459	–	–	PUNCT
dem-18608	233	460	8254	8254	NUM
dem-18608	233	461	–	–	SYM
dem-18608	233	462	8202	8202	NUM
dem-18608	233	463	–	–	SYM
dem-18608	233	464	8235	8235	NUM
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dem-18608	233	472	–	–	PUNCT
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dem-18608	233	474	–	–	PUNCT
dem-18608	233	475	25864	25864	NUM
dem-18608	233	476	–	–	PUNCT
dem-18608	233	477	17671	17671	NUM
dem-18608	233	478	–	–	PUNCT
dem-18608	233	479	17604	17604	NUM
dem-18608	233	480	–	–	PUNCT
dem-18608	233	481	17647	17647	NUM
dem-18608	233	482	–	–	SYM
dem-18608	233	483	8247	8247	NUM
dem-18608	233	484	–	–	PUNCT
dem-18608	233	485	8190	8190	NUM
dem-18608	233	486	–	–	PUNCT
dem-18608	233	487	8226	8226	NUM
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dem-18608	233	489	-	-	PUNCT
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dem-18608	233	491	-	-	PUNCT
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dem-18608	233	494	26075	26075	NUM
dem-18608	233	495	–	–	PUNCT
dem-18608	233	496	25998	25998	NUM
dem-18608	233	497	–	–	SYM
dem-18608	233	498	26048	26048	NUM
dem-18608	233	499	–	–	PUNCT
dem-18608	233	500	17848	17848	NUM
dem-18608	233	501	–	–	PUNCT
dem-18608	233	502	17776	17776	NUM
dem-18608	233	503	–	–	PUNCT
dem-18608	233	504	17822	17822	NUM
dem-18608	233	505	–	–	PUNCT
dem-18608	233	506	8256	8256	NUM
dem-18608	233	507	–	–	SYM
dem-18608	233	508	8194	8194	NUM
dem-18608	233	509	–	–	SYM
dem-18608	233	510	8233	8233	NUM
dem-18608	233	511	ar	ar	NOUN
dem-18608	233	512	-	-	PUNCT
dem-18608	233	513	aparch	aparch	NOUN
dem-18608	233	514	-	-	PUNCT
dem-18608	233	515	ged	ge	VERB
dem-18608	233	516	–	–	PUNCT
dem-18608	233	517	26056	26056	NUM
dem-18608	233	518	–	–	PUNCT
dem-18608	233	519	25979	25979	NUM
dem-18608	233	520	–	–	SYM
dem-18608	233	521	26029	26029	NUM
dem-18608	233	522	–	–	PUNCT
dem-18608	233	523	17838	17838	NUM
dem-18608	233	524	–	–	PUNCT
dem-18608	233	525	17766	17766	NUM
dem-18608	233	526	–	–	PUNCT
dem-18608	233	527	17812	17812	NUM
dem-18608	233	528	–	–	PUNCT
dem-18608	233	529	8254	8254	NUM
dem-18608	233	530	–	–	PUNCT
dem-18608	233	531	8191	8191	NUM
dem-18608	233	532	–	–	PUNCT
dem-18608	233	533	8231	8231	NUM
dem-18608	233	534	figure	figure	NOUN
dem-18608	233	535	3	3	NUM
dem-18608	233	536	.	.	PUNCT
dem-18608	234	1	ar(1)-aparch(1,1)-s	ar(1)-aparch(1,1)-	NOUN
dem-18608	234	2	model	model	NOUN
dem-18608	234	3	for	for	ADP
dem-18608	234	4	gold	gold	NOUN
dem-18608	234	5	(	(	PUNCT
dem-18608	234	6	left	left	ADJ
dem-18608	234	7	)	)	PUNCT
dem-18608	234	8	and	and	CCONJ
dem-18608	234	9	silver	silver	NOUN
dem-18608	234	10	(	(	PUNCT
dem-18608	234	11	right	right	ADJ
dem-18608	234	12	)	)	PUNCT
dem-18608	234	13	–	–	PUNCT
dem-18608	234	14	entire	entire	ADJ
dem-18608	234	15	period	period	NOUN
dem-18608	234	16	in	in	ADP
dem-18608	234	17	conclusion	conclusion	NOUN
dem-18608	234	18	,	,	PUNCT
dem-18608	234	19	it	it	PRON
dem-18608	234	20	can	can	AUX
dem-18608	234	21	be	be	AUX
dem-18608	234	22	said	say	VERB
dem-18608	234	23	that	that	SCONJ
dem-18608	234	24	the	the	DET
dem-18608	234	25	models	model	NOUN
dem-18608	234	26	describing	describe	VERB
dem-18608	234	27	conditional	conditional	ADJ
dem-18608	234	28	mean	mean	NOUN
dem-18608	234	29	and	and	CCONJ
dem-18608	234	30	conditional	conditional	ADJ
dem-18608	234	31	variance	variance	NOUN
dem-18608	234	32	should	should	AUX
dem-18608	234	33	be	be	AUX
dem-18608	234	34	described	describe	VERB
dem-18608	234	35	by	by	ADP
dem-18608	234	36	heavy	heavy	ADJ
dem-18608	234	37	-	-	PUNCT
dem-18608	234	38	tails	tail	NOUN
dem-18608	234	39	distributions	distribution	NOUN
dem-18608	234	40	for	for	ADP
dem-18608	234	41	residuals	residual	NOUN
dem-18608	234	42	.	.	PUNCT
dem-18608	235	1	it	it	PRON
dem-18608	235	2	is	be	AUX
dem-18608	235	3	also	also	ADV
dem-18608	235	4	reasonable	reasonable	ADJ
dem-18608	235	5	to	to	PART
dem-18608	235	6	use	use	VERB
dem-18608	235	7	models	model	NOUN
dem-18608	235	8	that	that	PRON
dem-18608	235	9	take	take	VERB
dem-18608	235	10	into	into	ADP
dem-18608	235	11	account	account	NOUN
dem-18608	235	12	the	the	DET
dem-18608	235	13	asymmetry	asymmetry	NOUN
dem-18608	235	14	observed	observe	VERB
dem-18608	235	15	in	in	ADP
dem-18608	235	16	a	a	DET
dem-18608	235	17	data	data	NOUN
dem-18608	235	18	.	.	PUNCT
dem-18608	236	1	testing	testing	NOUN
dem-18608	236	2	day	day	NOUN
dem-18608	236	3	of	of	ADP
dem-18608	236	4	the	the	DET
dem-18608	236	5	week	week	NOUN
dem-18608	236	6	effect	effect	NOUN
dem-18608	236	7	on	on	ADP
dem-18608	236	8	precious	precious	ADJ
dem-18608	236	9	metals	metal	NOUN
dem-18608	236	10	market	market	NOUN
dem-18608	236	11	dynamic	dynamic	ADJ
dem-18608	236	12	econometric	econometric	ADJ
dem-18608	236	13	models	model	NOUN
dem-18608	236	14	18	18	NUM
dem-18608	236	15	(	(	PUNCT
dem-18608	236	16	2018	2018	NUM
dem-18608	236	17	)	)	PUNCT
dem-18608	236	18	81–97	81–97	NUM
dem-18608	236	19	95	95	NUM
dem-18608	236	20	conclusions	conclusion	NOUN
dem-18608	236	21	the	the	DET
dem-18608	236	22	paper	paper	NOUN
dem-18608	236	23	attempts	attempt	VERB
dem-18608	236	24	to	to	PART
dem-18608	236	25	describe	describe	VERB
dem-18608	236	26	calendar	calendar	NOUN
dem-18608	236	27	anomalies	anomaly	NOUN
dem-18608	236	28	in	in	ADP
dem-18608	236	29	the	the	DET
dem-18608	236	30	case	case	NOUN
dem-18608	236	31	of	of	ADP
dem-18608	236	32	precious	precious	ADJ
dem-18608	236	33	metals	metal	NOUN
dem-18608	236	34	market	market	NOUN
dem-18608	236	35	.	.	PUNCT
dem-18608	237	1	that	that	DET
dem-18608	237	2	kind	kind	NOUN
dem-18608	237	3	of	of	ADP
dem-18608	237	4	anomalies	anomaly	NOUN
dem-18608	237	5	deny	deny	VERB
dem-18608	237	6	the	the	DET
dem-18608	237	7	problem	problem	NOUN
dem-18608	237	8	of	of	ADP
dem-18608	237	9	market	market	NOUN
dem-18608	237	10	efficiency	efficiency	NOUN
dem-18608	237	11	and	and	CCONJ
dem-18608	237	12	their	their	PRON
dem-18608	237	13	detection	detection	NOUN
dem-18608	237	14	allows	allow	VERB
dem-18608	237	15	to	to	PART
dem-18608	237	16	obtain	obtain	VERB
dem-18608	237	17	additional	additional	ADJ
dem-18608	237	18	information	information	NOUN
dem-18608	237	19	about	about	ADP
dem-18608	237	20	volatility	volatility	NOUN
dem-18608	237	21	of	of	ADP
dem-18608	237	22	financial	financial	ADJ
dem-18608	237	23	assets	asset	NOUN
dem-18608	237	24	.	.	PUNCT
dem-18608	238	1	the	the	DET
dem-18608	238	2	research	research	NOUN
dem-18608	238	3	area	area	NOUN
dem-18608	238	4	of	of	ADP
dem-18608	238	5	precious	precious	ADJ
dem-18608	238	6	metals	metal	NOUN
dem-18608	238	7	is	be	AUX
dem-18608	238	8	part	part	NOUN
dem-18608	238	9	of	of	ADP
dem-18608	238	10	commodity	commodity	NOUN
dem-18608	238	11	market	market	NOUN
dem-18608	238	12	(	(	PUNCT
dem-18608	238	13	metals	metal	NOUN
dem-18608	238	14	market	market	NOUN
dem-18608	238	15	)	)	PUNCT
dem-18608	238	16	,	,	PUNCT
dem-18608	238	17	an	an	DET
dem-18608	238	18	alternative	alternative	NOUN
dem-18608	238	19	to	to	ADP
dem-18608	238	20	the	the	DET
dem-18608	238	21	capital	capital	NOUN
dem-18608	238	22	one	one	NUM
dem-18608	238	23	.	.	PUNCT
dem-18608	239	1	diversification	diversification	NOUN
dem-18608	239	2	of	of	ADP
dem-18608	239	3	the	the	DET
dem-18608	239	4	structure	structure	NOUN
dem-18608	239	5	of	of	ADP
dem-18608	239	6	the	the	DET
dem-18608	239	7	financial	financial	ADJ
dem-18608	239	8	portfolio	portfolio	NOUN
dem-18608	239	9	with	with	ADP
dem-18608	239	10	components	component	NOUN
dem-18608	239	11	from	from	ADP
dem-18608	239	12	different	different	ADJ
dem-18608	239	13	markets	market	NOUN
dem-18608	239	14	allows	allow	VERB
dem-18608	239	15	to	to	PART
dem-18608	239	16	protect	protect	VERB
dem-18608	239	17	against	against	ADP
dem-18608	239	18	unpredictable	unpredictable	ADJ
dem-18608	239	19	events	event	NOUN
dem-18608	239	20	that	that	PRON
dem-18608	239	21	may	may	AUX
dem-18608	239	22	affect	affect	VERB
dem-18608	239	23	the	the	DET
dem-18608	239	24	broadly	broadly	ADV
dem-18608	239	25	understood	understand	VERB
dem-18608	239	26	economic	economic	ADJ
dem-18608	239	27	situation	situation	NOUN
dem-18608	239	28	.	.	PUNCT
dem-18608	240	1	the	the	DET
dem-18608	240	2	entire	entire	ADJ
dem-18608	240	3	research	research	NOUN
dem-18608	240	4	period	period	NOUN
dem-18608	240	5	was	be	AUX
dem-18608	240	6	divided	divide	VERB
dem-18608	240	7	into	into	ADP
dem-18608	240	8	two	two	NUM
dem-18608	240	9	sub	sub	NOUN
dem-18608	240	10	-	-	ADJ
dem-18608	240	11	periods	periods	ADJ
dem-18608	240	12	:	:	PUNCT
dem-18608	240	13	period	period	NOUN
dem-18608	240	14	of	of	ADP
dem-18608	240	15	upward	upward	ADJ
dem-18608	240	16	trend	trend	NOUN
dem-18608	240	17	and	and	CCONJ
dem-18608	240	18	period	period	NOUN
dem-18608	240	19	of	of	ADP
dem-18608	240	20	downward	downward	ADJ
dem-18608	240	21	trend	trend	NOUN
dem-18608	240	22	.	.	PUNCT
dem-18608	241	1	an	an	DET
dem-18608	241	2	attempt	attempt	NOUN
dem-18608	241	3	was	be	AUX
dem-18608	241	4	to	to	PART
dem-18608	241	5	verify	verify	VERB
dem-18608	241	6	whether	whether	SCONJ
dem-18608	241	7	general	general	ADJ
dem-18608	241	8	economic	economic	ADJ
dem-18608	241	9	trends	trend	NOUN
dem-18608	241	10	affect	affect	VERB
dem-18608	241	11	the	the	DET
dem-18608	241	12	occurrence	occurrence	NOUN
dem-18608	241	13	of	of	ADP
dem-18608	241	14	the	the	DET
dem-18608	241	15	day	day	NOUN
dem-18608	241	16	of	of	ADP
dem-18608	241	17	the	the	DET
dem-18608	241	18	week	week	NOUN
dem-18608	241	19	effect	effect	NOUN
dem-18608	241	20	.	.	PUNCT
dem-18608	242	1	as	as	SCONJ
dem-18608	242	2	a	a	DET
dem-18608	242	3	time	time	NOUN
dem-18608	242	4	series	series	NOUN
dem-18608	242	5	models	model	VERB
dem-18608	242	6	the	the	DET
dem-18608	242	7	class	class	NOUN
dem-18608	242	8	of	of	ADP
dem-18608	242	9	ar	ar	NOUN
dem-18608	242	10	-	-	PUNCT
dem-18608	242	11	aparch	aparch	NOUN
dem-18608	242	12	models	model	NOUN
dem-18608	242	13	with	with	ADP
dem-18608	242	14	conditional	conditional	ADJ
dem-18608	242	15	residual	residual	ADJ
dem-18608	242	16	distributions	distribution	NOUN
dem-18608	242	17	(	(	PUNCT
dem-18608	242	18	normal	normal	ADJ
dem-18608	242	19	,	,	PUNCT
dem-18608	242	20	t	t	NOUN
dem-18608	242	21	-	-	PUNCT
dem-18608	242	22	student	student	NOUN
dem-18608	242	23	and	and	CCONJ
dem-18608	242	24	ged	ge	VERB
dem-18608	242	25	)	)	PUNCT
dem-18608	242	26	were	be	AUX
dem-18608	242	27	proposed	propose	VERB
dem-18608	242	28	.	.	PUNCT
dem-18608	243	1	the	the	DET
dem-18608	243	2	seasonality	seasonality	NOUN
dem-18608	243	3	effect	effect	NOUN
dem-18608	243	4	was	be	AUX
dem-18608	243	5	included	include	VERB
dem-18608	243	6	in	in	ADP
dem-18608	243	7	the	the	DET
dem-18608	243	8	conditional	conditional	ADJ
dem-18608	243	9	mean	mean	NOUN
dem-18608	243	10	equation	equation	NOUN
dem-18608	243	11	.	.	PUNCT
dem-18608	244	1	the	the	DET
dem-18608	244	2	selection	selection	NOUN
dem-18608	244	3	of	of	ADP
dem-18608	244	4	models	model	NOUN
dem-18608	244	5	was	be	AUX
dem-18608	244	6	made	make	VERB
dem-18608	244	7	on	on	ADP
dem-18608	244	8	the	the	DET
dem-18608	244	9	basis	basis	NOUN
dem-18608	244	10	of	of	ADP
dem-18608	244	11	appropriate	appropriate	ADJ
dem-18608	244	12	diagnostic	diagnostic	ADJ
dem-18608	244	13	tests	test	NOUN
dem-18608	244	14	.	.	PUNCT
dem-18608	245	1	the	the	DET
dem-18608	245	2	results	result	NOUN
dem-18608	245	3	show	show	VERB
dem-18608	245	4	that	that	SCONJ
dem-18608	245	5	in	in	ADP
dem-18608	245	6	the	the	DET
dem-18608	245	7	entire	entire	ADJ
dem-18608	245	8	period	period	NOUN
dem-18608	245	9	the	the	DET
dem-18608	245	10	returns	return	NOUN
dem-18608	245	11	on	on	ADP
dem-18608	245	12	fridays	friday	NOUN
dem-18608	245	13	(	(	PUNCT
dem-18608	245	14	positive	positive	ADJ
dem-18608	245	15	)	)	PUNCT
dem-18608	245	16	were	be	AUX
dem-18608	245	17	significantly	significantly	ADV
dem-18608	245	18	different	different	ADJ
dem-18608	245	19	from	from	ADP
dem-18608	245	20	these	these	PRON
dem-18608	245	21	obtained	obtain	VERB
dem-18608	245	22	for	for	ADP
dem-18608	245	23	the	the	DET
dem-18608	245	24	other	other	ADJ
dem-18608	245	25	days	day	NOUN
dem-18608	245	26	of	of	ADP
dem-18608	245	27	the	the	DET
dem-18608	245	28	week	week	NOUN
dem-18608	245	29	.	.	PUNCT
dem-18608	246	1	similar	similar	ADJ
dem-18608	246	2	results	result	NOUN
dem-18608	246	3	were	be	AUX
dem-18608	246	4	observed	observe	VERB
dem-18608	246	5	during	during	ADP
dem-18608	246	6	the	the	DET
dem-18608	246	7	period	period	NOUN
dem-18608	246	8	of	of	ADP
dem-18608	246	9	upward	upward	ADJ
dem-18608	246	10	trend	trend	NOUN
dem-18608	246	11	.	.	PUNCT
dem-18608	247	1	negative	negative	ADJ
dem-18608	247	2	results	result	NOUN
dem-18608	247	3	for	for	ADP
dem-18608	247	4	individual	individual	ADJ
dem-18608	247	5	days	day	NOUN
dem-18608	247	6	of	of	ADP
dem-18608	247	7	the	the	DET
dem-18608	247	8	week	week	NOUN
dem-18608	247	9	were	be	AUX
dem-18608	247	10	observed	observe	VERB
dem-18608	247	11	during	during	ADP
dem-18608	247	12	the	the	DET
dem-18608	247	13	period	period	NOUN
dem-18608	247	14	of	of	ADP
dem-18608	247	15	downward	downward	ADJ
dem-18608	247	16	trend	trend	NOUN
dem-18608	247	17	.	.	PUNCT
dem-18608	248	1	as	as	SCONJ
dem-18608	248	2	we	we	PRON
dem-18608	248	3	can	can	AUX
dem-18608	248	4	see	see	VERB
dem-18608	248	5	,	,	PUNCT
dem-18608	248	6	the	the	DET
dem-18608	248	7	results	result	NOUN
dem-18608	248	8	are	be	AUX
dem-18608	248	9	not	not	PART
dem-18608	248	10	unambiguous	unambiguous	ADJ
dem-18608	248	11	.	.	PUNCT
dem-18608	249	1	in	in	ADP
dem-18608	249	2	summary	summary	NOUN
dem-18608	249	3	,	,	PUNCT
dem-18608	249	4	the	the	DET
dem-18608	249	5	day	day	NOUN
dem-18608	249	6	of	of	ADP
dem-18608	249	7	the	the	DET
dem-18608	249	8	week	week	NOUN
dem-18608	249	9	effect	effect	NOUN
dem-18608	249	10	was	be	AUX
dem-18608	249	11	observed	observe	VERB
dem-18608	249	12	for	for	ADP
dem-18608	249	13	the	the	DET
dem-18608	249	14	volatility	volatility	NOUN
dem-18608	249	15	of	of	ADP
dem-18608	249	16	gold	gold	ADJ
dem-18608	249	17	returns	return	NOUN
dem-18608	249	18	in	in	ADP
dem-18608	249	19	the	the	DET
dem-18608	249	20	entire	entire	ADJ
dem-18608	249	21	period	period	NOUN
dem-18608	249	22	and	and	CCONJ
dem-18608	249	23	in	in	ADP
dem-18608	249	24	the	the	DET
dem-18608	249	25	period	period	NOUN
dem-18608	249	26	of	of	ADP
dem-18608	249	27	upward	upward	ADJ
dem-18608	249	28	trend	trend	NOUN
dem-18608	249	29	(	(	PUNCT
dem-18608	249	30	positive	positive	ADJ
dem-18608	249	31	returns	return	NOUN
dem-18608	249	32	on	on	ADP
dem-18608	249	33	fridays	friday	NOUN
dem-18608	249	34	,	,	PUNCT
dem-18608	249	35	negative	negative	ADJ
dem-18608	249	36	for	for	ADP
dem-18608	249	37	the	the	DET
dem-18608	249	38	other	other	ADJ
dem-18608	249	39	days	day	NOUN
dem-18608	249	40	)	)	PUNCT
dem-18608	249	41	.	.	PUNCT
dem-18608	250	1	the	the	DET
dem-18608	250	2	day	day	NOUN
dem-18608	250	3	of	of	ADP
dem-18608	250	4	the	the	DET
dem-18608	250	5	week	week	NOUN
dem-18608	250	6	effect	effect	NOUN
dem-18608	250	7	was	be	AUX
dem-18608	250	8	also	also	ADV
dem-18608	250	9	observed	observe	VERB
dem-18608	250	10	for	for	ADP
dem-18608	250	11	the	the	DET
dem-18608	250	12	volatility	volatility	NOUN
dem-18608	250	13	of	of	ADP
dem-18608	250	14	the	the	DET
dem-18608	250	15	palladium	palladium	NOUN
dem-18608	250	16	returns	return	NOUN
dem-18608	250	17	in	in	ADP
dem-18608	250	18	the	the	DET
dem-18608	250	19	entire	entire	ADJ
dem-18608	250	20	period	period	NOUN
dem-18608	250	21	and	and	CCONJ
dem-18608	250	22	in	in	ADP
dem-18608	250	23	the	the	DET
dem-18608	250	24	period	period	NOUN
dem-18608	250	25	of	of	ADP
dem-18608	250	26	upward	upward	ADJ
dem-18608	250	27	trend	trend	NOUN
dem-18608	250	28	(	(	PUNCT
dem-18608	250	29	positive	positive	ADJ
dem-18608	250	30	returns	return	NOUN
dem-18608	250	31	on	on	ADP
dem-18608	250	32	fridays	friday	NOUN
dem-18608	250	33	,	,	PUNCT
dem-18608	250	34	negative	negative	ADJ
dem-18608	250	35	on	on	ADP
dem-18608	250	36	mondays	monday	NOUN
dem-18608	250	37	,	,	PUNCT
dem-18608	250	38	tuesdays	tuesday	NOUN
dem-18608	250	39	and	and	CCONJ
dem-18608	250	40	thursdays	thursday	NOUN
dem-18608	250	41	)	)	PUNCT
dem-18608	250	42	.	.	PUNCT
dem-18608	251	1	moreover	moreover	ADV
dem-18608	251	2	,	,	PUNCT
dem-18608	251	3	it	it	PRON
dem-18608	251	4	was	be	AUX
dem-18608	251	5	pointed	point	VERB
dem-18608	251	6	out	out	ADP
dem-18608	251	7	that	that	SCONJ
dem-18608	251	8	the	the	DET
dem-18608	251	9	ar	ar	NOUN
dem-18608	251	10	-	-	PUNCT
dem-18608	251	11	aparch	aparch	NOUN
dem-18608	251	12	models	model	NOUN
dem-18608	251	13	should	should	AUX
dem-18608	251	14	be	be	AUX
dem-18608	251	15	used	use	VERB
dem-18608	251	16	when	when	SCONJ
dem-18608	251	17	taking	take	VERB
dem-18608	251	18	into	into	ADP
dem-18608	251	19	account	account	NOUN
dem-18608	251	20	the	the	DET
dem-18608	251	21	heavy	heavy	ADJ
dem-18608	251	22	-	-	PUNCT
dem-18608	251	23	tail	tail	NOUN
dem-18608	251	24	distributions	distribution	NOUN
dem-18608	251	25	for	for	ADP
dem-18608	251	26	describing	describe	VERB
dem-18608	251	27	model	model	NOUN
dem-18608	251	28	residuals	residual	NOUN
dem-18608	251	29	(	(	PUNCT
dem-18608	251	30	mainly	mainly	ADV
dem-18608	251	31	the	the	DET
dem-18608	251	32	student	student	NOUN
dem-18608	251	33	's	's	PART
dem-18608	251	34	t	t	NOUN
dem-18608	251	35	-	-	PUNCT
dem-18608	251	36	distribution	distribution	NOUN
dem-18608	251	37	)	)	PUNCT
dem-18608	251	38	.	.	PUNCT
dem-18608	252	1	references	reference	NOUN
dem-18608	252	2	aksoy	aksoy	PROPN
dem-18608	252	3	,	,	PUNCT
dem-18608	252	4	m.	m.	NOUN
dem-18608	252	5	(	(	PUNCT
dem-18608	252	6	2013	2013	NUM
dem-18608	252	7	)	)	PUNCT
dem-18608	252	8	,	,	PUNCT
dem-18608	252	9	day	day	NOUN
dem-18608	252	10	of	of	ADP
dem-18608	252	11	the	the	DET
dem-18608	252	12	week	week	NOUN
dem-18608	252	13	anomaly	anomaly	NOUN
dem-18608	252	14	for	for	ADP
dem-18608	252	15	istanbul	istanbul	PROPN
dem-18608	252	16	gold	gold	PROPN
dem-18608	252	17	exchange	exchange	NOUN
dem-18608	252	18	:	:	PUNCT
dem-18608	252	19	gold	gold	NOUN
dem-18608	252	20	and	and	CCONJ
dem-18608	252	21	silver	silver	NOUN
dem-18608	252	22	data	datum	NOUN
dem-18608	252	23	,	,	PUNCT
dem-18608	252	24	muhasebe	muhasebe	PROPN
dem-18608	252	25	finansman	finansman	PROPN
dem-18608	252	26	dergisi	dergisi	PROPN
dem-18608	252	27	,	,	PUNCT
dem-18608	252	28	ocak	ocak	NOUN
dem-18608	252	29	2013	2013	NUM
dem-18608	252	30	,	,	PUNCT
dem-18608	252	31	149–164	149–164	NUM
dem-18608	252	32	.	.	PUNCT
dem-18608	253	1	arora	arora	PROPN
dem-18608	253	2	,	,	PUNCT
dem-18608	253	3	s.	s.	PROPN
dem-18608	253	4	,	,	PUNCT
dem-18608	253	5	garg	garg	NOUN
dem-18608	253	6	,	,	PUNCT
dem-18608	253	7	n.	n.	PROPN
dem-18608	253	8	(	(	PUNCT
dem-18608	253	9	2013	2013	NUM
dem-18608	253	10	)	)	PUNCT
dem-18608	253	11	,	,	PUNCT
dem-18608	253	12	day	day	NOUN
dem-18608	253	13	of	of	ADP
dem-18608	253	14	the	the	DET
dem-18608	253	15	week	week	NOUN
dem-18608	253	16	effect	effect	NOUN
dem-18608	253	17	on	on	ADP
dem-18608	253	18	gold	gold	ADJ
dem-18608	253	19	returns	return	NOUN
dem-18608	253	20	,	,	PUNCT
dem-18608	253	21	doi	doi	NOUN
dem-18608	253	22	:	:	PUNCT
dem-18608	253	23	http://dx.doi.org/10.2139/ssrn.2229290	http://dx.doi.org/10.2139/ssrn.2229290	X
dem-18608	253	24	.	.	PUNCT
dem-18608	254	1	bachelier	bachelier	PROPN
dem-18608	254	2	l.	l.	PROPN
dem-18608	254	3	(	(	PUNCT
dem-18608	254	4	1900	1900	NUM
dem-18608	254	5	)	)	PUNCT
dem-18608	254	6	,	,	PUNCT
dem-18608	254	7	théorie	théorie	PROPN
dem-18608	254	8	de	de	PROPN
dem-18608	254	9	la	la	PROPN
dem-18608	254	10	spéculation	spéculation	PROPN
dem-18608	254	11	,	,	PUNCT
dem-18608	254	12	annales	annale	VERB
dem-18608	254	13	scientifiques	scientifique	NOUN
dem-18608	254	14	de	de	ADP
dem-18608	254	15	l’école	l’école	ADJ
dem-18608	254	16	normale	normale	PROPN
dem-18608	254	17	supérieure	supérieure	PROPN
dem-18608	254	18	,	,	PUNCT
dem-18608	254	19	3(17	3(17	NUM
dem-18608	254	20	)	)	PUNCT
dem-18608	254	21	,	,	PUNCT
dem-18608	254	22	21–86	21–86	NUM
dem-18608	254	23	.	.	PUNCT
dem-18608	254	24	bollerslev	bollerslev	PROPN
dem-18608	254	25	,	,	PUNCT
dem-18608	254	26	t.	t.	PROPN
dem-18608	254	27	(	(	PUNCT
dem-18608	254	28	1986	1986	NUM
dem-18608	254	29	)	)	PUNCT
dem-18608	254	30	,	,	PUNCT
dem-18608	254	31	generalised	generalise	VERB
dem-18608	254	32	autoregressive	autoregressive	ADJ
dem-18608	254	33	conditional	conditional	ADJ
dem-18608	254	34	heteroskedasticity	heteroskedasticity	NOUN
dem-18608	254	35	,	,	PUNCT
dem-18608	254	36	journal	journal	NOUN
dem-18608	254	37	of	of	ADP
dem-18608	254	38	econometrics	econometric	NOUN
dem-18608	254	39	,	,	PUNCT
dem-18608	254	40	31	31	NUM
dem-18608	254	41	,	,	PUNCT
dem-18608	254	42	307–327	307–327	NUM
dem-18608	254	43	,	,	PUNCT
dem-18608	254	44	doi	doi	NOUN
dem-18608	254	45	:	:	PUNCT
dem-18608	254	46	https://doi.org/10.1016/0304-4076(86)90063-1	https://doi.org/10.1016/0304-4076(86)90063-1	PROPN
dem-18608	254	47	.	.	PUNCT
dem-18608	255	1	dominik	dominik	PROPN
dem-18608	255	2	krężołek	krężołek	PROPN
dem-18608	255	3	dynamic	dynamic	PROPN
dem-18608	255	4	econometric	econometric	ADJ
dem-18608	255	5	models	model	NOUN
dem-18608	255	6	18	18	NUM
dem-18608	255	7	(	(	PUNCT
dem-18608	255	8	2018	2018	NUM
dem-18608	255	9	)	)	PUNCT
dem-18608	255	10	81–97	81–97	NUM
dem-18608	255	11	96	96	NUM
dem-18608	255	12	ding	ding	NOUN
dem-18608	255	13	,	,	PUNCT
dem-18608	255	14	z.	z.	PROPN
dem-18608	255	15	,	,	PUNCT
dem-18608	255	16	granger	granger	PROPN
dem-18608	255	17	,	,	PUNCT
dem-18608	255	18	c.	c.	PROPN
dem-18608	255	19	w.	w.	PROPN
dem-18608	255	20	j.	j.	PROPN
dem-18608	255	21	,	,	PUNCT
dem-18608	255	22	engle	engle	PROPN
dem-18608	255	23	,	,	PUNCT
dem-18608	255	24	r.	r.	PROPN
dem-18608	255	25	f.	f.	PROPN
dem-18608	255	26	(	(	PUNCT
dem-18608	255	27	1993	1993	NUM
dem-18608	255	28	)	)	PUNCT
dem-18608	255	29	,	,	PUNCT
dem-18608	255	30	a	a	DET
dem-18608	255	31	long	long	ADJ
dem-18608	255	32	memory	memory	NOUN
dem-18608	255	33	property	property	NOUN
dem-18608	255	34	of	of	ADP
dem-18608	255	35	stock	stock	NOUN
dem-18608	255	36	market	market	NOUN
dem-18608	255	37	returns	return	NOUN
dem-18608	255	38	and	and	CCONJ
dem-18608	255	39	a	a	DET
dem-18608	255	40	new	new	ADJ
dem-18608	255	41	model	model	NOUN
dem-18608	255	42	,	,	PUNCT
dem-18608	255	43	journal	journal	NOUN
dem-18608	255	44	of	of	ADP
dem-18608	255	45	empirical	empirical	ADJ
dem-18608	255	46	finance	finance	NOUN
dem-18608	255	47	,	,	PUNCT
dem-18608	255	48	1	1	NUM
dem-18608	255	49	,	,	PUNCT
dem-18608	255	50	83–106	83–106	NUM
dem-18608	255	51	,	,	PUNCT
dem-18608	255	52	doi	doi	NOUN
dem-18608	255	53	:	:	PUNCT
dem-18608	255	54	https://doi.org/10.1016/0927-5398(93)90006-d	https://doi.org/10.1016/0927-5398(93)90006-d	NOUN
dem-18608	255	55	.	.	PUNCT
dem-18608	255	56	draper	draper	NOUN
dem-18608	255	57	,	,	PUNCT
dem-18608	255	58	p.	p.	PROPN
dem-18608	255	59	,	,	PUNCT
dem-18608	255	60	faff	faff	VERB
dem-18608	255	61	r.w	r.w	PROPN
dem-18608	255	62	.	.	PROPN
dem-18608	255	63	,	,	PUNCT
dem-18608	255	64	hillier	hillier	ADV
dem-18608	255	65	,	,	PUNCT
dem-18608	255	66	d.	d.	PROPN
dem-18608	255	67	(	(	PUNCT
dem-18608	255	68	2006	2006	NUM
dem-18608	255	69	)	)	PUNCT
dem-18608	255	70	,	,	PUNCT
dem-18608	255	71	do	do	VERB
dem-18608	255	72	precious	precious	ADJ
dem-18608	255	73	metals	metal	NOUN
dem-18608	255	74	shine	shine	VERB
dem-18608	255	75	?	?	PUNCT
dem-18608	256	1	an	an	DET
dem-18608	256	2	investment	investment	NOUN
dem-18608	256	3	perspective	perspective	NOUN
dem-18608	256	4	,	,	PUNCT
dem-18608	256	5	financial	financial	ADJ
dem-18608	256	6	analysts	analyst	NOUN
dem-18608	256	7	journal	journal	NOUN
dem-18608	256	8	,	,	PUNCT
dem-18608	256	9	62(2	62(2	NUM
dem-18608	256	10	)	)	PUNCT
dem-18608	256	11	,	,	PUNCT
dem-18608	256	12	98–106	98–106	NUM
dem-18608	256	13	,	,	PUNCT
dem-18608	256	14	doi	doi	NOUN
dem-18608	256	15	:	:	PUNCT
dem-18608	256	16	https://doi.org/10.2469/faj.v62.n2.4085	https://doi.org/10.2469/faj.v62.n2.4085	PROPN
dem-18608	256	17	.	.	PUNCT
dem-18608	256	18	fama	fama	PROPN
dem-18608	256	19	,	,	PUNCT
dem-18608	256	20	e.	e.	PROPN
dem-18608	256	21	(	(	PUNCT
dem-18608	256	22	1970	1970	NUM
dem-18608	256	23	)	)	PUNCT
dem-18608	256	24	,	,	PUNCT
dem-18608	256	25	efficient	efficient	ADJ
dem-18608	256	26	capital	capital	NOUN
dem-18608	256	27	markets	market	NOUN
dem-18608	256	28	:	:	PUNCT
dem-18608	256	29	a	a	DET
dem-18608	256	30	review	review	NOUN
dem-18608	256	31	of	of	ADP
dem-18608	256	32	theory	theory	NOUN
dem-18608	256	33	and	and	CCONJ
dem-18608	256	34	empirical	empirical	ADJ
dem-18608	256	35	work	work	NOUN
dem-18608	256	36	,	,	PUNCT
dem-18608	256	37	journal	journal	NOUN
dem-18608	256	38	of	of	ADP
dem-18608	256	39	finance	finance	NOUN
dem-18608	256	40	,	,	PUNCT
dem-18608	256	41	25(2	25(2	NUM
dem-18608	256	42	)	)	PUNCT
dem-18608	256	43	,	,	PUNCT
dem-18608	256	44	383–417	383–417	NUM
dem-18608	256	45	,	,	PUNCT
dem-18608	256	46	doi	doi	NOUN
dem-18608	256	47	:	:	PUNCT
dem-18608	256	48	https://doi.org/10.2307/2325486.jstor	https://doi.org/10.2307/2325486.jstor	PROPN
dem-18608	256	49	2325486	2325486	NUM
dem-18608	256	50	.	.	PUNCT
dem-18608	257	1	fiszeder	fiszeder	ADJ
dem-18608	257	2	,	,	PUNCT
dem-18608	257	3	p.	p.	NOUN
dem-18608	257	4	,	,	PUNCT
dem-18608	257	5	kożuchowska	kożuchowska	PROPN
dem-18608	257	6	,	,	PUNCT
dem-18608	257	7	j.	j.	PROPN
dem-18608	257	8	(	(	PUNCT
dem-18608	257	9	2013	2013	NUM
dem-18608	257	10	)	)	PUNCT
dem-18608	257	11	,	,	PUNCT
dem-18608	257	12	testowanie	testowanie	PROPN
dem-18608	257	13	występowania	występowania	PROPN
dem-18608	257	14	wybranych	wybranych	AUX
dem-18608	257	15	anomalii	anomalii	VERB
dem-18608	257	16	kalendarzowych	kalendarzowych	NOUN
dem-18608	257	17	na	na	ADP
dem-18608	257	18	gpw	gpw	PROPN
dem-18608	257	19	w	w	PROPN
dem-18608	257	20	warszawie	warszawie	PROPN
dem-18608	257	21	,	,	PUNCT
dem-18608	257	22	[	[	X
dem-18608	257	23	in	in	ADP
dem-18608	257	24	:]	:]	PROPN
dem-18608	257	25	a.	a.	PROPN
dem-18608	257	26	s.	s.	PROPN
dem-18608	257	27	barczak	barczak	PROPN
dem-18608	257	28	,	,	PUNCT
dem-18608	257	29	p.	p.	NOUN
dem-18608	257	30	tworek	tworek	NOUN
dem-18608	257	31	,	,	PUNCT
dem-18608	257	32	(	(	PUNCT
dem-18608	257	33	ed	ed	NOUN
dem-18608	257	34	.	.	PUNCT
dem-18608	257	35	)	)	PUNCT
dem-18608	257	36	,	,	PUNCT
dem-18608	257	37	„	„	PUNCT
dem-18608	257	38	zastosowanie	zastosowanie	PROPN
dem-18608	257	39	metod	metod	VERB
dem-18608	257	40	ilościowych	ilościowych	PROPN
dem-18608	257	41	w	w	PROPN
dem-18608	257	42	zarządzaniu	zarządzaniu	PROPN
dem-18608	257	43	ryzykiem	ryzykiem	PROPN
dem-18608	257	44	w	w	PROPN
dem-18608	257	45	działalności	działalności	PROPN
dem-18608	257	46	inwestycyjnej	inwestycyjnej	ADJ
dem-18608	257	47	,	,	PUNCT
dem-18608	257	48	polskie	polskie	NOUN
dem-18608	257	49	towarzystwo	towarzystwo	ADJ
dem-18608	257	50	ekonomiczne	ekonomiczne	PROPN
dem-18608	257	51	oddział	oddział	PROPN
dem-18608	257	52	katowice	katowice	PROPN
dem-18608	257	53	”	"	PUNCT
dem-18608	257	54	,	,	PUNCT
dem-18608	257	55	wydawnictwo	wydawnictwo	PROPN
dem-18608	257	56	uniwersytetu	uniwersytetu	VERB
dem-18608	257	57	ekonomicznego	ekonomicznego	PROPN
dem-18608	257	58	w	w	PROPN
dem-18608	257	59	katowicach	katowicach	PROPN
dem-18608	257	60	,	,	PUNCT
dem-18608	257	61	katowice	katowice	PROPN
dem-18608	257	62	,	,	PUNCT
dem-18608	257	63	217–229	217–229	NUM
dem-18608	257	64	.	.	PUNCT
dem-18608	257	65	french	french	PROPN
dem-18608	257	66	,	,	PUNCT
dem-18608	257	67	k.	k.	PROPN
dem-18608	257	68	(	(	PUNCT
dem-18608	257	69	1980	1980	NUM
dem-18608	257	70	)	)	PUNCT
dem-18608	257	71	,	,	PUNCT
dem-18608	257	72	stock	stock	NOUN
dem-18608	257	73	returns	return	NOUN
dem-18608	257	74	and	and	CCONJ
dem-18608	257	75	weekend	weekend	NOUN
dem-18608	257	76	effect	effect	NOUN
dem-18608	257	77	,	,	PUNCT
dem-18608	257	78	journal	journal	NOUN
dem-18608	257	79	of	of	ADP
dem-18608	257	80	financial	financial	ADJ
dem-18608	257	81	economics	economic	NOUN
dem-18608	257	82	,	,	PUNCT
dem-18608	257	83	8	8	NUM
dem-18608	257	84	,	,	PUNCT
dem-18608	257	85	55–69	55–69	NUM
dem-18608	257	86	,	,	PUNCT
dem-18608	257	87	doi	doi	NOUN
dem-18608	257	88	:	:	PUNCT
dem-18608	257	89	https://doi.org/10.1016/0304-405x(80)90021-5	https://doi.org/10.1016/0304-405x(80)90021-5	PROPN
dem-18608	257	90	.	.	PUNCT
dem-18608	257	91	ganczarek	ganczarek	NOUN
dem-18608	257	92	-	-	PUNCT
dem-18608	257	93	gamrot	gamrot	NOUN
dem-18608	257	94	,	,	PUNCT
dem-18608	257	95	a.	a.	NOUN
dem-18608	257	96	(	(	PUNCT
dem-18608	257	97	2013	2013	NUM
dem-18608	257	98	)	)	PUNCT
dem-18608	257	99	,	,	PUNCT
dem-18608	257	100	metody	metody	ADJ
dem-18608	257	101	stochastyczne	stochastyczne	PROPN
dem-18608	257	102	w	w	PROPN
dem-18608	257	103	badaniach	badaniach	ADJ
dem-18608	257	104	porównawczych	porównawczych	NOUN
dem-18608	257	105	wybranych	wybranych	PROPN
dem-18608	257	106	rynków	rynków	PROPN
dem-18608	257	107	energii	energii	PROPN
dem-18608	257	108	elektrycznej	elektrycznej	PROPN
dem-18608	257	109	,	,	PUNCT
dem-18608	257	110	wydawnictwo	wydawnictwo	PROPN
dem-18608	257	111	uniwersytetu	uniwersytetu	VERB
dem-18608	257	112	ekonomicznego	ekonomicznego	PROPN
dem-18608	257	113	w	w	PROPN
dem-18608	257	114	katowicach	katowicach	PROPN
dem-18608	257	115	,	,	PUNCT
dem-18608	257	116	katowice	katowice	PROPN
dem-18608	257	117	jaffe	jaffe	PROPN
dem-18608	257	118	,	,	PUNCT
dem-18608	257	119	j.	j.	PROPN
dem-18608	257	120	,	,	PUNCT
dem-18608	257	121	westerfield	westerfield	PROPN
dem-18608	257	122	,	,	PUNCT
dem-18608	257	123	r.	r.	PROPN
dem-18608	257	124	(	(	PUNCT
dem-18608	257	125	1985	1985	NUM
dem-18608	257	126	)	)	PUNCT
dem-18608	257	127	,	,	PUNCT
dem-18608	257	128	the	the	DET
dem-18608	257	129	week‐end	week‐end	NOUN
dem-18608	257	130	effect	effect	NOUN
dem-18608	257	131	in	in	ADP
dem-18608	257	132	common	common	ADJ
dem-18608	257	133	stock	stock	NOUN
dem-18608	257	134	returns	return	NOUN
dem-18608	257	135	:	:	PUNCT
dem-18608	257	136	the	the	DET
dem-18608	257	137	international	international	ADJ
dem-18608	257	138	evidence	evidence	NOUN
dem-18608	257	139	,	,	PUNCT
dem-18608	257	140	the	the	DET
dem-18608	257	141	journal	journal	NOUN
dem-18608	257	142	of	of	ADP
dem-18608	257	143	finance	finance	NOUN
dem-18608	257	144	,	,	PUNCT
dem-18608	257	145	40(2	40(2	NUM
dem-18608	257	146	)	)	PUNCT
dem-18608	257	147	,	,	PUNCT
dem-18608	257	148	433–454	433–454	NUM
dem-18608	257	149	,	,	PUNCT
dem-18608	257	150	doi	doi	NOUN
dem-18608	257	151	:	:	PUNCT
dem-18608	257	152	https://doi.org/10.1111/j.1540-6261.1985.tb04966.x	https://doi.org/10.1111/j.1540-6261.1985.tb04966.x	PROPN
dem-18608	257	153	.	.	PROPN
dem-18608	257	154	karanasos	karanasos	PROPN
dem-18608	257	155	,	,	PUNCT
dem-18608	257	156	m.	m.	NOUN
dem-18608	257	157	,	,	PUNCT
dem-18608	257	158	kim	kim	PROPN
dem-18608	257	159	,	,	PUNCT
dem-18608	257	160	j.	j.	PROPN
dem-18608	257	161	(	(	PUNCT
dem-18608	257	162	2006	2006	NUM
dem-18608	257	163	)	)	PUNCT
dem-18608	257	164	,	,	PUNCT
dem-18608	257	165	a	a	DET
dem-18608	257	166	re‑examination	re‑examination	NOUN
dem-18608	257	167	of	of	ADP
dem-18608	257	168	the	the	DET
dem-18608	257	169	asymmetric	asymmetric	ADJ
dem-18608	257	170	power	power	PROPN
dem-18608	257	171	arch	arch	PROPN
dem-18608	257	172	model	model	PROPN
dem-18608	257	173	,	,	PUNCT
dem-18608	257	174	journal	journal	NOUN
dem-18608	257	175	of	of	ADP
dem-18608	257	176	empirical	empirical	ADJ
dem-18608	257	177	finance	finance	NOUN
dem-18608	257	178	,	,	PUNCT
dem-18608	257	179	13	13	NUM
dem-18608	257	180	,	,	PUNCT
dem-18608	257	181	113–128	113–128	NUM
dem-18608	257	182	,	,	PUNCT
dem-18608	257	183	doi	doi	NOUN
dem-18608	257	184	:	:	PUNCT
dem-18608	257	185	https://doi.org/10.1016/j.jempfin.2005.05.002	https://doi.org/10.1016/j.jempfin.2005.05.002	NOUN
dem-18608	257	186	.	.	PUNCT
dem-18608	258	1	lakonishok	lakonishok	PROPN
dem-18608	258	2	,	,	PUNCT
dem-18608	258	3	j.	j.	PROPN
dem-18608	258	4	,	,	PUNCT
dem-18608	258	5	smidt	smidt	NOUN
dem-18608	258	6	,	,	PUNCT
dem-18608	258	7	s.	s.	PROPN
dem-18608	258	8	,	,	PUNCT
dem-18608	258	9	(	(	PUNCT
dem-18608	258	10	1988	1988	NUM
dem-18608	258	11	)	)	PUNCT
dem-18608	258	12	,	,	PUNCT
dem-18608	258	13	are	be	AUX
dem-18608	258	14	seasonal	seasonal	ADJ
dem-18608	258	15	anomalies	anomaly	NOUN
dem-18608	258	16	real	real	ADJ
dem-18608	258	17	?	?	PUNCT
dem-18608	259	1	a	a	DET
dem-18608	259	2	ninety	ninety	NUM
dem-18608	259	3	-	-	PUNCT
dem-18608	259	4	year	year	NOUN
dem-18608	259	5	perspective	perspective	NOUN
dem-18608	259	6	,	,	PUNCT
dem-18608	259	7	review	review	NOUN
dem-18608	259	8	of	of	ADP
dem-18608	259	9	financial	financial	ADJ
dem-18608	259	10	studies,1(4	studies,1(4	NOUN
dem-18608	259	11	)	)	PUNCT
dem-18608	259	12	,	,	PUNCT
dem-18608	259	13	403–425	403–425	NUM
dem-18608	259	14	,	,	PUNCT
dem-18608	259	15	doi	doi	NOUN
dem-18608	259	16	:	:	PUNCT
dem-18608	259	17	https://doi.org/10.1093/rfs/1.4.403	https://doi.org/10.1093/rfs/1.4.403	PROPN
dem-18608	259	18	.	.	PUNCT
dem-18608	259	19	landmesser	landmesser	PROPN
dem-18608	259	20	,	,	PUNCT
dem-18608	259	21	j.	j.	PROPN
dem-18608	259	22	,	,	PUNCT
dem-18608	259	23	(	(	PUNCT
dem-18608	259	24	2006	2006	NUM
dem-18608	259	25	)	)	PUNCT
dem-18608	259	26	,	,	PUNCT
dem-18608	259	27	efekt	efekt	PROPN
dem-18608	259	28	dnia	dnia	PROPN
dem-18608	259	29	tygodnia	tygodnia	PROPN
dem-18608	259	30	na	na	PART
dem-18608	259	31	giełdzie	giełdzie	VERB
dem-18608	259	32	papierów	papierów	PROPN
dem-18608	259	33	wartościowych	wartościowych	PROPN
dem-18608	259	34	w	w	PROPN
dem-18608	259	35	warszawie	warszawie	PROPN
dem-18608	259	36	,	,	PUNCT
dem-18608	259	37	zeszyty	zeszyty	VERB
dem-18608	259	38	naukowe	naukowe	NOUN
dem-18608	259	39	ekonomika	ekonomika	NOUN
dem-18608	260	1	i	i	PRON
dem-18608	260	2	organizacja	organizacja	ADJ
dem-18608	260	3	gospodarki	gospodarki	NOUN
dem-18608	260	4	żywnościowej	żywnościowej	NOUN
dem-18608	260	5	,	,	PUNCT
dem-18608	260	6	60	60	NUM
dem-18608	260	7	,	,	PUNCT
dem-18608	260	8	187–196	187–196	NUM
dem-18608	260	9	.	.	PUNCT
dem-18608	261	1	ma	ma	PROPN
dem-18608	261	2	,	,	PUNCT
dem-18608	261	3	c.	c.	PROPN
dem-18608	261	4	(	(	PUNCT
dem-18608	261	5	1986	1986	NUM
dem-18608	261	6	)	)	PUNCT
dem-18608	261	7	,	,	PUNCT
dem-18608	261	8	a	a	DET
dem-18608	261	9	further	further	ADJ
dem-18608	261	10	investigation	investigation	NOUN
dem-18608	261	11	of	of	ADP
dem-18608	261	12	the	the	DET
dem-18608	261	13	day	day	NOUN
dem-18608	261	14	-	-	PUNCT
dem-18608	261	15	of	of	ADP
dem-18608	261	16	-	-	PUNCT
dem-18608	261	17	the	the	DET
dem-18608	261	18	-	-	PUNCT
dem-18608	261	19	week	week	NOUN
dem-18608	261	20	effect	effect	NOUN
dem-18608	261	21	in	in	ADP
dem-18608	261	22	the	the	DET
dem-18608	261	23	gold	gold	NOUN
dem-18608	261	24	market	market	NOUN
dem-18608	261	25	,	,	PUNCT
dem-18608	261	26	journal	journal	NOUN
dem-18608	261	27	of	of	ADP
dem-18608	261	28	futures	future	NOUN
dem-18608	261	29	markets	market	NOUN
dem-18608	261	30	,	,	PUNCT
dem-18608	261	31	6	6	NUM
dem-18608	261	32	,	,	PUNCT
dem-18608	261	33	409–419	409–419	NUM
dem-18608	261	34	,	,	PUNCT
dem-18608	261	35	doi	doi	NOUN
dem-18608	261	36	:	:	PUNCT
dem-18608	261	37	https://doi.org/10.1002/fut.3990060306	https://doi.org/10.1002/fut.3990060306	PROPN
dem-18608	261	38	.	.	PUNCT
dem-18608	262	1	piontek	piontek	PROPN
dem-18608	262	2	,	,	PUNCT
dem-18608	262	3	k.	k.	PROPN
dem-18608	262	4	(	(	PUNCT
dem-18608	262	5	2002	2002	NUM
dem-18608	262	6	)	)	PUNCT
dem-18608	262	7	,	,	PUNCT
dem-18608	262	8	pomiar	pomiar	NOUN
dem-18608	262	9	ryzyka	ryzyka	PROPN
dem-18608	262	10	metodą	metodą	PROPN
dem-18608	262	11	var	var	PROPN
dem-18608	262	12	a	a	DET
dem-18608	262	13	modele	modele	PROPN
dem-18608	262	14	ar‑garch	ar‑garch	PROPN
dem-18608	262	15	ze	ze	PROPN
dem-18608	262	16	składnikiem	składnikiem	NOUN
dem-18608	262	17	losowym	losowym	ADP
dem-18608	262	18	o	o	PROPN
dem-18608	262	19	warunkowym	warunkowym	NOUN
dem-18608	262	20	rozkładzie	rozkładzie	NOUN
dem-18608	262	21	z	z	PROPN
dem-18608	262	22	“	"	PUNCT
dem-18608	262	23	grubymi	grubymi	VERB
dem-18608	262	24	ogonami	ogonami	ADJ
dem-18608	262	25	”	"	PUNCT
dem-18608	262	26	,	,	PUNCT
dem-18608	262	27	materiały	materiały	PROPN
dem-18608	262	28	konferencyjne	konferencyjne	PROPN
dem-18608	262	29	uniwersytetu	uniwersytetu	PROPN
dem-18608	262	30	szczecińskiego	szczecińskiego	PROPN
dem-18608	262	31	,	,	PUNCT
dem-18608	262	32	część	część	VERB
dem-18608	262	33	ii	ii	PROPN
dem-18608	262	34	,	,	PUNCT
dem-18608	262	35	467–484	467–484	NUM
dem-18608	262	36	.	.	PUNCT
dem-18608	263	1	raj	raj	PROPN
dem-18608	263	2	,	,	PUNCT
dem-18608	263	3	k.	k.	PROPN
dem-18608	263	4	kohli	kohli	PROPN
dem-18608	263	5	(	(	PUNCT
dem-18608	263	6	2012	2012	NUM
dem-18608	263	7	)	)	PUNCT
dem-18608	263	8	,	,	PUNCT
dem-18608	263	9	day	day	NOUN
dem-18608	263	10	-	-	PUNCT
dem-18608	263	11	of	of	ADP
dem-18608	263	12	-	-	PUNCT
dem-18608	263	13	the	the	DET
dem-18608	263	14	-	-	PUNCT
dem-18608	263	15	week	week	NOUN
dem-18608	263	16	effect	effect	NOUN
dem-18608	263	17	and	and	CCONJ
dem-18608	263	18	january	january	PROPN
dem-18608	263	19	effect	effect	NOUN
dem-18608	263	20	examined	examine	VERB
dem-18608	263	21	in	in	ADP
dem-18608	263	22	gold	gold	NOUN
dem-18608	263	23	and	and	CCONJ
dem-18608	263	24	silver	silver	NOUN
dem-18608	263	25	metals	metal	NOUN
dem-18608	263	26	insurance	insurance	NOUN
dem-18608	263	27	markets	market	NOUN
dem-18608	263	28	and	and	CCONJ
dem-18608	263	29	companies	company	NOUN
dem-18608	263	30	,	,	PUNCT
dem-18608	263	31	3(2	3(2	NUM
dem-18608	263	32	)	)	PUNCT
dem-18608	263	33	,	,	PUNCT
dem-18608	263	34	21–26	21–26	NUM
dem-18608	263	35	.	.	PUNCT
dem-18608	264	1	szyszka	szyszka	PROPN
dem-18608	264	2	,	,	PUNCT
dem-18608	264	3	a.	a.	NOUN
dem-18608	264	4	(	(	PUNCT
dem-18608	264	5	1999	1999	NUM
dem-18608	264	6	)	)	PUNCT
dem-18608	264	7	,	,	PUNCT
dem-18608	264	8	efektywność	efektywność	NOUN
dem-18608	264	9	rynku	rynku	VERB
dem-18608	264	10	a	a	DET
dem-18608	264	11	anomalie	anomalie	PROPN
dem-18608	264	12	w	w	PROPN
dem-18608	264	13	rozkładzie	rozkładzie	PROPN
dem-18608	264	14	stóp	stóp	PROPN
dem-18608	264	15	zwrotu	zwrotu	PROPN
dem-18608	264	16	w	w	PROPN
dem-18608	264	17	czasie	czasie	PROPN
dem-18608	264	18	,	,	PUNCT
dem-18608	264	19	nasz	nasz	NOUN
dem-18608	264	20	rynek	rynek	PROPN
dem-18608	264	21	kapitałowy	kapitałowy	PROPN
dem-18608	264	22	,	,	PUNCT
dem-18608	264	23	108	108	NUM
dem-18608	264	24	,	,	PUNCT
dem-18608	264	25	55–61	55–61	NUM
dem-18608	264	26	.	.	PROPN
dem-18608	265	1	tsay	tsay	PROPN
dem-18608	265	2	,	,	PUNCT
dem-18608	265	3	r.	r.	PROPN
dem-18608	265	4	,	,	PUNCT
dem-18608	265	5	2005	2005	NUM
dem-18608	265	6	,	,	PUNCT
dem-18608	265	7	analysis	analysis	NOUN
dem-18608	265	8	of	of	ADP
dem-18608	265	9	financial	financial	ADJ
dem-18608	265	10	time	time	NOUN
dem-18608	265	11	series	series	PROPN
dem-18608	265	12	,	,	PUNCT
dem-18608	265	13	chicago	chicago	PROPN
dem-18608	265	14	,	,	PUNCT
dem-18608	265	15	wiley	wiley	PROPN
dem-18608	265	16	&	&	CCONJ
dem-18608	265	17	sons	son	NOUN
dem-18608	265	18	.	.	PUNCT
dem-18608	266	1	witkowska	witkowska	PROPN
dem-18608	266	2	,	,	PUNCT
dem-18608	266	3	d.	d.	PROPN
dem-18608	266	4	,	,	PUNCT
dem-18608	266	5	kompa	kompa	PROPN
dem-18608	266	6	,	,	PUNCT
dem-18608	266	7	k.	k.	PROPN
dem-18608	267	1	(	(	PUNCT
dem-18608	268	1	2007	2007	NUM
dem-18608	268	2	)	)	PUNCT
dem-18608	268	3	,	,	PUNCT
dem-18608	268	4	analiza	analiza	PROPN
dem-18608	268	5	własności	własności	PROPN
dem-18608	268	6	stóp	stóp	PROPN
dem-18608	268	7	zwrotu	zwrotu	PROPN
dem-18608	268	8	akcji	akcji	PROPN
dem-18608	268	9	wybranych	wybranych	PROPN
dem-18608	268	10	spółek	spółek	PROPN
dem-18608	268	11	,	,	PUNCT
dem-18608	268	12	zeszyty	zeszyty	VERB
dem-18608	268	13	naukowe	naukowe	NOUN
dem-18608	268	14	uniwersytetu	uniwersytetu	NOUN
dem-18608	268	15	szczecińskiego	szczecińskiego	NOUN
dem-18608	268	16	.	.	PUNCT
dem-18608	269	1	finanse	finanse	NOUN
dem-18608	269	2	,	,	PUNCT
dem-18608	269	3	rynki	rynki	NOUN
dem-18608	269	4	finansowe	finansowe	PROPN
dem-18608	269	5	,	,	PUNCT
dem-18608	269	6	ubezpieczenia	ubezpieczenia	PROPN
dem-18608	269	7	,	,	PUNCT
dem-18608	269	8	6	6	NUM
dem-18608	269	9	,	,	PUNCT
dem-18608	269	10	255–266	255–266	NUM
dem-18608	269	11	.	.	PUNCT
dem-18608	270	1	testowanie	testowanie	PROPN
dem-18608	270	2	efektu	efektu	PROPN
dem-18608	270	3	dnia	dnia	PROPN
dem-18608	270	4	tygodnia	tygodnia	NOUN
dem-18608	270	5	na	na	ADP
dem-18608	270	6	rynku	rynku	PROPN
dem-18608	270	7	metali	metali	PROPN
dem-18608	270	8	szlachetnych	szlachetnych	PROPN
dem-18608	270	9	z	z	PROPN
dem-18608	271	1	a	a	DET
dem-18608	271	2	r	r	NOUN
dem-18608	271	3	y	y	PROPN
dem-18608	271	4	s	s	PROPN
dem-18608	271	5	t	t	NOUN
dem-18608	271	6	r	r	NOUN
dem-18608	271	7	e	e	PROPN
dem-18608	271	8	ś	ś	PROPN
dem-18608	271	9	c	c	PROPN
dem-18608	271	10	i.	i.	PROPN
dem-18608	271	11	efektywność	efektywność	PROPN
dem-18608	271	12	rynku	rynku	PROPN
dem-18608	271	13	zakłada	zakłada	PROPN
dem-18608	271	14	,	,	PUNCT
dem-18608	271	15	że	że	PROPN
dem-18608	271	16	ceny	ceny	PROPN
dem-18608	271	17	aktywów	aktywów	PROPN
dem-18608	271	18	powinny	powinny	PROPN
dem-18608	272	1	cechować	cechować	ADJ
dem-18608	272	2	się	się	PROPN
dem-18608	272	3	losowością	losowością	PROPN
dem-18608	273	1	i	i	PRON
dem-18608	273	2	nieprzewidywalnością	nieprzewidywalnością	VERB
dem-18608	273	3	tak	tak	NOUN
dem-18608	273	4	,	,	PUNCT
dem-18608	273	5	aby	aby	PROPN
dem-18608	273	6	potencjalni	potencjalni	PROPN
dem-18608	273	7	uczestnicy	uczestnicy	PROPN
dem-18608	273	8	rynku	rynku	PROPN
dem-18608	273	9	nie	nie	PROPN
dem-18608	273	10	byli	byli	PROPN
dem-18608	273	11	wstanie	wstanie	PROPN
dem-18608	273	12	generować	generować	PROPN
dem-18608	273	13	ponadprzeciętnych	ponadprzeciętnych	PROPN
dem-18608	273	14	zysków	zysków	NOUN
dem-18608	273	15	.	.	PUNCT
dem-18608	274	1	oznacza	oznacza	NOUN
dem-18608	274	2	to	to	ADP
dem-18608	274	3	,	,	PUNCT
dem-18608	274	4	że	że	PROPN
dem-18608	274	5	w	w	PROPN
dem-18608	274	6	szeregach	szeregach	PROPN
dem-18608	274	7	czasowych	czasowych	PROPN
dem-18608	274	8	nie	nie	PROPN
dem-18608	274	9	powinno	powinno	PROPN
dem-18608	274	10	występować	występować	PROPN
dem-18608	274	11	zjawisko	zjawisko	PROPN
dem-18608	274	12	sezonowości	sezonowości	PROPN
dem-18608	274	13	,	,	PUNCT
dem-18608	274	14	które	które	PROPN
dem-18608	274	15	jednoznacznie	jednoznacznie	PROPN
dem-18608	274	16	wyznacza	wyznacza	PROPN
dem-18608	274	17	pewien	pewien	PROPN
dem-18608	274	18	wzorzec	wzorzec	PROPN
dem-18608	274	19	zachowań	zachowań	PROPN
dem-18608	274	20	testing	testing	NOUN
dem-18608	274	21	day	day	NOUN
dem-18608	274	22	of	of	ADP
dem-18608	274	23	the	the	DET
dem-18608	274	24	week	week	NOUN
dem-18608	274	25	effect	effect	NOUN
dem-18608	274	26	on	on	ADP
dem-18608	274	27	precious	precious	ADJ
dem-18608	274	28	metals	metal	NOUN
dem-18608	274	29	market	market	NOUN
dem-18608	274	30	dynamic	dynamic	ADJ
dem-18608	274	31	econometric	econometric	ADJ
dem-18608	274	32	models	model	NOUN
dem-18608	274	33	18	18	NUM
dem-18608	274	34	(	(	PUNCT
dem-18608	274	35	2018	2018	NUM
dem-18608	274	36	)	)	PUNCT
dem-18608	274	37	81–97	81–97	NUM
dem-18608	274	38	97	97	NUM
dem-18608	274	39	aktywów	aktywów	NOUN
dem-18608	274	40	finansowych	finansowych	NOUN
dem-18608	274	41	.	.	PUNCT
dem-18608	275	1	w	w	PROPN
dem-18608	275	2	referacie	referacie	PROPN
dem-18608	275	3	podjęto	podjęto	PROPN
dem-18608	275	4	próbę	próbę	PROPN
dem-18608	275	5	weryfikacji	weryfikacji	PROPN
dem-18608	275	6	efektu	efektu	PROPN
dem-18608	275	7	dnia	dnia	PROPN
dem-18608	275	8	tygodnia	tygodnia	NOUN
dem-18608	275	9	na	na	ADP
dem-18608	275	10	rynku	rynku	ADJ
dem-18608	275	11	metali	metali	ADJ
dem-18608	275	12	szlachetnych	szlachetnych	PROPN
dem-18608	275	13	.	.	PUNCT
dem-18608	276	1	wybór	wybór	ADJ
dem-18608	276	2	obszaru	obszaru	NOUN
dem-18608	276	3	badawczego	badawczego	PROPN
dem-18608	276	4	nie	nie	PROPN
dem-18608	276	5	jest	jest	PROPN
dem-18608	276	6	akcydentalny	akcydentalny	PROPN
dem-18608	276	7	.	.	PUNCT
dem-18608	277	1	metale	metale	NOUN
dem-18608	277	2	szlachetne	szlachetne	PROPN
dem-18608	277	3	stanowią	stanowią	NOUN
dem-18608	277	4	alternatywę	alternatywę	VERB
dem-18608	277	5	dla	dla	NOUN
dem-18608	277	6	klasycznych	klasycznych	PROPN
dem-18608	277	7	inwestycji	inwestycji	PROPN
dem-18608	277	8	kapitałowych	kapitałowych	PROPN
dem-18608	277	9	,	,	PUNCT
dem-18608	277	10	zwłaszcza	zwłaszcza	PROPN
dem-18608	277	11	w	w	PROPN
dem-18608	277	12	przypadku	przypadku	PROPN
dem-18608	277	13	kryzysów	kryzysów	PROPN
dem-18608	277	14	finansowych	finansowych	PROPN
dem-18608	278	1	i	i	PROPN
dem-18608	278	2	gospodarczych	gospodarczych	PROPN
dem-18608	278	3	.	.	PUNCT
dem-18608	279	1	ponadto	ponadto	ADJ
dem-18608	279	2	literatura	literatura	PROPN
dem-18608	279	3	przedmiotu	przedmiotu	PROPN
dem-18608	279	4	wykazuje	wykazuje	PROPN
dem-18608	279	5	lukę	lukę	PROPN
dem-18608	279	6	w	w	PROPN
dem-18608	279	7	obszarze	obszarze	PROPN
dem-18608	279	8	analiz	analiz	NOUN
dem-18608	279	9	dynamiki	dynamiki	PROPN
dem-18608	279	10	na	na	PART
dem-18608	279	11	rynkach	rynkach	VERB
dem-18608	279	12	towarowych	towarowych	NOUN
dem-18608	279	13	w	w	PROPN
dem-18608	279	14	porównaniu	porównaniu	PROPN
dem-18608	279	15	z	z	PROPN
dem-18608	279	16	aktywami	aktywami	PROPN
dem-18608	279	17	rynku	rynku	ADJ
dem-18608	279	18	kapitałowego	kapitałowego	PROPN
dem-18608	279	19	.	.	PUNCT
dem-18608	280	1	wyniki	wyniki	PROPN
dem-18608	280	2	nie	nie	PROPN
dem-18608	280	3	są	są	PROPN
dem-18608	280	4	jednoznaczne	jednoznaczne	PROPN
dem-18608	280	5	.	.	PUNCT
dem-18608	281	1	efekt	efekt	PROPN
dem-18608	281	2	dnia	dnia	PROPN
dem-18608	281	3	tygodnia	tygodnia	PROPN
dem-18608	281	4	zaobserwowano	zaobserwowano	PROPN
dem-18608	281	5	przede	przede	PROPN
dem-18608	281	6	wszystkim	wszystkim	PROPN
dem-18608	281	7	dla	dla	PROPN
dem-18608	281	8	stóp	stóp	PROPN
dem-18608	281	9	zwrotu	zwrotu	PROPN
dem-18608	281	10	złota	złota	PROPN
dem-18608	281	11	i	i	PRON
dem-18608	281	12	palladu	palladu	NOUN
dem-18608	281	13	(	(	PUNCT
dem-18608	281	14	cały	cały	PROPN
dem-18608	281	15	okres	okre	VERB
dem-18608	281	16	i	i	PRON
dem-18608	281	17	okres	okre	VERB
dem-18608	281	18	wzrostu	wzrostu	X
dem-18608	281	19	)	)	PUNCT
dem-18608	281	20	oraz	oraz	PROPN
dem-18608	281	21	sporadycznie	sporadycznie	PROPN
dem-18608	281	22	dla	dla	PROPN
dem-18608	281	23	stóp	stóp	NOUN
dem-18608	281	24	zwrotu	zwrotu	PROPN
dem-18608	281	25	srebra	srebra	PROPN
dem-18608	281	26	(	(	PUNCT
dem-18608	281	27	okres	okre	VERB
dem-18608	281	28	trendu	trendu	NOUN
dem-18608	281	29	spadkowego	spadkowego	NOUN
dem-18608	281	30	)	)	PUNCT
dem-18608	281	31	.	.	PUNCT
dem-18608	282	1	badanie	badanie	PROPN
dem-18608	282	2	wykazało	wykazało	PROPN
dem-18608	282	3	,	,	PUNCT
dem-18608	282	4	że	że	PROPN
dem-18608	282	5	w	w	PROPN
dem-18608	282	6	kontekście	kontekście	PROPN
dem-18608	282	7	kryteriów	kryteriów	PROPN
dem-18608	282	8	informacyjnych	informacyjnych	PROPN
dem-18608	282	9	należy	należy	PROPN
dem-18608	282	10	stosować	stosować	PROPN
dem-18608	282	11	modele	modele	PROPN
dem-18608	282	12	ar	ar	PROPN
dem-18608	282	13	-	-	PUNCT
dem-18608	282	14	aparch	aparch	NOUN
dem-18608	282	15	z	z	NOUN
dem-18608	282	16	gruboogonowymi	gruboogonowymi	VERB
dem-18608	282	17	rozkładami	rozkładami	NOUN
dem-18608	282	18	prawdopodobieństwa	prawdopodobieństwa	PROPN
dem-18608	282	19	dla	dla	PROPN
dem-18608	282	20	reszt	reszt	PROPN
dem-18608	282	21	s	s	PROPN
dem-18608	282	22	ł	ł	NOUN
dem-18608	282	23	o	o	X
dem-18608	282	24	w	w	NOUN
dem-18608	282	25	a	a	DET
dem-18608	282	26	k	k	X
dem-18608	282	27	l	l	NOUN
dem-18608	282	28	u	u	NOUN
dem-18608	283	1	c	c	NOUN
dem-18608	283	2	z	z	NOUN
dem-18608	283	3	o	o	X
dem-18608	283	4	w	w	PROPN
dem-18608	284	1	e	e	NOUN
dem-18608	284	2	:	:	PUNCT
dem-18608	284	3	efekt	efekt	PROPN
dem-18608	284	4	dnia	dnia	PROPN
dem-18608	284	5	tygodnia	tygodnia	PROPN
dem-18608	284	6	;	;	PUNCT
dem-18608	284	7	metale	metale	NOUN
dem-18608	284	8	szlachetne	szlachetne	NOUN
dem-18608	284	9	;	;	PUNCT
dem-18608	284	10	model	model	NOUN
dem-18608	284	11	aparch	aparch	PROPN
dem-18608	284	12	;	;	PUNCT
dem-18608	284	13	model	model	NOUN
dem-18608	284	14	garch	garch	NOUN
dem-18608	284	15	;	;	PUNCT
dem-18608	284	16	szeregi	szeregi	NOUN
dem-18608	284	17	czasowe	czasowe	VERB
dem-18608	284	18	.	.	PUNCT