id	sid	tid	token	lemma	pos
dem-11733	1	1	dynamic	dynamic	ADJ
dem-11733	1	2	econometric	econometric	ADJ
dem-11733	1	3	models	model	NOUN
dem-11733	1	4	©	©	PROPN
dem-11733	1	5	2016	2016	NUM
dem-11733	1	6	nicolaus	nicolaus	PROPN
dem-11733	1	7	copernicus	copernicus	PROPN
dem-11733	1	8	university	university	PROPN
dem-11733	1	9	.	.	PUNCT
dem-11733	2	1	all	all	DET
dem-11733	2	2	rights	right	NOUN
dem-11733	2	3	reserved	reserve	VERB
dem-11733	2	4	.	.	PUNCT
dem-11733	3	1	http://www.dem.umk.pl/dem	http://www.dem.umk.pl/dem	PROPN
dem-11733	4	1	d	d	PUNCT
dem-11733	4	2	y	y	PROPN
dem-11733	4	3	n	n	PROPN
dem-11733	4	4	a	a	PRON
dem-11733	4	5	m	m	VERB
dem-11733	5	1	i	i	NOUN
dem-11733	5	2	c	c	NOUN
dem-11733	5	3	e	e	NOUN
dem-11733	5	4	c	c	NOUN
dem-11733	5	5	o	o	X
dem-11733	6	1	n	n	INTJ
dem-11733	6	2	o	o	NOUN
dem-11733	6	3	m	m	VERB
dem-11733	7	1	e	e	NOUN
dem-11733	7	2	t	t	NOUN
dem-11733	7	3	r	r	NOUN
dem-11733	7	4	i	i	NOUN
dem-11733	7	5	c	c	NOUN
dem-11733	7	6	m	m	VERB
dem-11733	7	7	o	o	NOUN
dem-11733	7	8	d	d	X
dem-11733	7	9	e	e	X
dem-11733	7	10	l	l	NOUN
dem-11733	7	11	s	s	X
dem-11733	7	12	doi	doi	NOUN
dem-11733	7	13	:	:	PUNCT
dem-11733	7	14	http://dx.doi.org/10.12775/dem.2016.001	http://dx.doi.org/10.12775/dem.2016.001	NUM
dem-11733	7	15	vol	vol	NOUN
dem-11733	7	16	.	.	PUNCT
dem-11733	8	1	16	16	NUM
dem-11733	8	2	(	(	PUNCT
dem-11733	8	3	2016	2016	NUM
dem-11733	8	4	)	)	PUNCT
dem-11733	9	1	5−20	5−20	NUM
dem-11733	9	2	submitted	submit	VERB
dem-11733	9	3	juny	juny	PROPN
dem-11733	9	4	15	15	NUM
dem-11733	9	5	,	,	PUNCT
dem-11733	9	6	2016	2016	NUM
dem-11733	9	7	issn	issn	X
dem-11733	9	8	(	(	PUNCT
dem-11733	9	9	online	online	ADJ
dem-11733	9	10	)	)	PUNCT
dem-11733	9	11	2450	2450	NUM
dem-11733	9	12	-	-	SYM
dem-11733	9	13	7067	7067	NUM
dem-11733	9	14	accepted	accept	VERB
dem-11733	9	15	july	july	PROPN
dem-11733	9	16	15	15	NUM
dem-11733	9	17	,	,	PUNCT
dem-11733	9	18	2016	2016	NUM
dem-11733	9	19	issn	issn	X
dem-11733	9	20	(	(	PUNCT
dem-11733	9	21	print	print	NOUN
dem-11733	9	22	)	)	PUNCT
dem-11733	9	23	1234	1234	NUM
dem-11733	9	24	-	-	SYM
dem-11733	9	25	3862	3862	NUM
dem-11733	9	26	joanna	joanna	PROPN
dem-11733	9	27	bruzda	bruzda	PROPN
dem-11733	9	28	*	*	PUNCT
dem-11733	9	29	quantile	quantile	PROPN
dem-11733	9	30	forecasting	forecasting	NOUN
dem-11733	9	31	in	in	ADP
dem-11733	9	32	operational	operational	ADJ
dem-11733	9	33	planning	planning	NOUN
dem-11733	9	34	and	and	CCONJ
dem-11733	9	35	inventory	inventory	NOUN
dem-11733	9	36	management	management	NOUN
dem-11733	9	37	–	–	PUNCT
dem-11733	9	38	an	an	DET
dem-11733	9	39	initial	initial	ADJ
dem-11733	9	40	empirical	empirical	ADJ
dem-11733	9	41	verification	verification	NOUN
dem-11733	9	42	a	a	DET
dem-11733	9	43	b	b	PROPN
dem-11733	9	44	s	s	ADP
dem-11733	9	45	t	t	PROPN
dem-11733	9	46	r	r	NOUN
dem-11733	9	47	a	a	DET
dem-11733	9	48	c	c	NOUN
dem-11733	9	49	t.	t.	NOUN
dem-11733	9	50	in	in	ADP
dem-11733	9	51	the	the	DET
dem-11733	9	52	paper	paper	NOUN
dem-11733	9	53	we	we	PRON
dem-11733	9	54	present	present	VERB
dem-11733	9	55	our	our	PRON
dem-11733	9	56	initial	initial	ADJ
dem-11733	9	57	results	result	NOUN
dem-11733	9	58	of	of	ADP
dem-11733	9	59	an	an	DET
dem-11733	9	60	empirical	empirical	ADJ
dem-11733	9	61	verification	verification	NOUN
dem-11733	9	62	of	of	ADP
dem-11733	9	63	different	different	ADJ
dem-11733	9	64	methodologies	methodology	NOUN
dem-11733	9	65	of	of	ADP
dem-11733	9	66	quantile	quantile	ADJ
dem-11733	9	67	forecasting	forecasting	NOUN
dem-11733	9	68	used	use	VERB
dem-11733	9	69	in	in	ADP
dem-11733	9	70	operational	operational	ADJ
dem-11733	9	71	management	management	NOUN
dem-11733	9	72	to	to	PART
dem-11733	9	73	calculate	calculate	VERB
dem-11733	9	74	the	the	DET
dem-11733	9	75	reorder	reorder	NOUN
dem-11733	9	76	point	point	NOUN
dem-11733	9	77	or	or	CCONJ
dem-11733	9	78	order	order	NOUN
dem-11733	9	79	-	-	PUNCT
dem-11733	9	80	up	up	ADP
dem-11733	9	81	-	-	PUNCT
dem-11733	9	82	to	to	PART
dem-11733	9	83	level	level	VERB
dem-11733	9	84	as	as	ADV
dem-11733	9	85	well	well	ADV
dem-11733	9	86	as	as	ADP
dem-11733	9	87	the	the	DET
dem-11733	9	88	optimal	optimal	ADJ
dem-11733	9	89	order	order	NOUN
dem-11733	9	90	quantity	quantity	NOUN
dem-11733	9	91	according	accord	VERB
dem-11733	9	92	to	to	ADP
dem-11733	9	93	the	the	DET
dem-11733	9	94	newsvendor	newsvendor	PROPN
dem-11733	9	95	model	model	NOUN
dem-11733	9	96	.	.	PUNCT
dem-11733	10	1	the	the	DET
dem-11733	10	2	comparison	comparison	NOUN
dem-11733	10	3	encompasses	encompass	VERB
dem-11733	10	4	26	26	NUM
dem-11733	10	5	procedures	procedure	NOUN
dem-11733	10	6	including	include	VERB
dem-11733	10	7	quantile	quantile	ADJ
dem-11733	10	8	regression	regression	NOUN
dem-11733	10	9	,	,	PUNCT
dem-11733	10	10	the	the	DET
dem-11733	10	11	basic	basic	ADJ
dem-11733	10	12	bootstrap	bootstrap	NOUN
dem-11733	10	13	method	method	NOUN
dem-11733	10	14	and	and	CCONJ
dem-11733	10	15	popular	popular	ADJ
dem-11733	10	16	textbook	textbook	NOUN
dem-11733	10	17	formulas	formula	NOUN
dem-11733	10	18	.	.	PUNCT
dem-11733	11	1	our	our	PRON
dem-11733	11	2	results	result	NOUN
dem-11733	11	3	,	,	PUNCT
dem-11733	11	4	obtained	obtain	VERB
dem-11733	11	5	on	on	ADP
dem-11733	11	6	the	the	DET
dem-11733	11	7	base	base	NOUN
dem-11733	11	8	of	of	ADP
dem-11733	11	9	30	30	NUM
dem-11733	11	10	time	time	NOUN
dem-11733	11	11	series	series	NOUN
dem-11733	11	12	concerning	concern	VERB
dem-11733	11	13	such	such	ADJ
dem-11733	11	14	diversified	diversified	ADJ
dem-11733	11	15	phenomena	phenomenon	NOUN
dem-11733	11	16	as	as	ADP
dem-11733	11	17	supermarket	supermarket	NOUN
dem-11733	11	18	sales	sale	NOUN
dem-11733	11	19	,	,	PUNCT
dem-11733	11	20	passenger	passenger	NOUN
dem-11733	11	21	transport	transport	NOUN
dem-11733	11	22	and	and	CCONJ
dem-11733	11	23	water	water	NOUN
dem-11733	11	24	and	and	CCONJ
dem-11733	11	25	gas	gas	NOUN
dem-11733	11	26	demand	demand	NOUN
dem-11733	11	27	,	,	PUNCT
dem-11733	11	28	point	point	VERB
dem-11733	11	29	to	to	ADP
dem-11733	11	30	the	the	DET
dem-11733	11	31	usefulness	usefulness	NOUN
dem-11733	11	32	of	of	ADP
dem-11733	11	33	regression	regression	NOUN
dem-11733	11	34	medians	median	NOUN
dem-11733	11	35	,	,	PUNCT
dem-11733	11	36	regression	regression	NOUN
dem-11733	11	37	quantiles	quantile	NOUN
dem-11733	11	38	,	,	PUNCT
dem-11733	11	39	bootstrap	bootstrap	NOUN
dem-11733	11	40	methods	method	NOUN
dem-11733	11	41	and	and	CCONJ
dem-11733	11	42	the	the	DET
dem-11733	11	43	procedures	procedure	NOUN
dem-11733	11	44	available	available	ADJ
dem-11733	11	45	in	in	ADP
dem-11733	11	46	the	the	DET
dem-11733	11	47	sap	sap	PROPN
dem-11733	11	48	erp	erp	PROPN
dem-11733	11	49	system	system	NOUN
dem-11733	11	50	.	.	PUNCT
dem-11733	12	1	k	k	PROPN
dem-11733	12	2	e	e	PROPN
dem-11733	12	3	y	y	PROPN
dem-11733	12	4	w	w	NOUN
dem-11733	12	5	o	o	NOUN
dem-11733	12	6	r	r	NOUN
dem-11733	12	7	d	d	PROPN
dem-11733	12	8	s	s	PROPN
dem-11733	12	9	:	:	PUNCT
dem-11733	12	10	linlin	linlin	NOUN
dem-11733	12	11	loss	loss	PROPN
dem-11733	12	12	,	,	PUNCT
dem-11733	12	13	quantile	quantile	ADJ
dem-11733	12	14	forecasting	forecasting	NOUN
dem-11733	12	15	,	,	PUNCT
dem-11733	12	16	quantile	quantile	ADJ
dem-11733	12	17	regression	regression	NOUN
dem-11733	12	18	,	,	PUNCT
dem-11733	12	19	re	re	NOUN
dem-11733	12	20	-	-	NOUN
dem-11733	12	21	order	order	NOUN
dem-11733	12	22	point	point	NOUN
dem-11733	12	23	,	,	PUNCT
dem-11733	12	24	theta	theta	NOUN
dem-11733	12	25	method	method	NOUN
dem-11733	12	26	.	.	PUNCT
dem-11733	13	1	j	j	PROPN
dem-11733	13	2	e	e	PROPN
dem-11733	13	3	l	l	PROPN
dem-11733	13	4	classification	classification	NOUN
dem-11733	13	5	:	:	PUNCT
dem-11733	13	6	c21	c21	NOUN
dem-11733	13	7	;	;	PUNCT
dem-11733	13	8	c44	c44	PROPN
dem-11733	13	9	;	;	PUNCT
dem-11733	13	10	c53	c53	NOUN
dem-11733	13	11	.	.	PUNCT
dem-11733	14	1	introduction	introduction	NOUN
dem-11733	14	2	a	a	DET
dem-11733	14	3	quantile	quantile	ADJ
dem-11733	14	4	forecast	forecast	NOUN
dem-11733	14	5	of	of	ADP
dem-11733	14	6	a	a	DET
dem-11733	14	7	variable	variable	NOUN
dem-11733	14	8	ty	ty	NOUN
dem-11733	14	9	is	be	AUX
dem-11733	14	10	the	the	DET
dem-11733	14	11	conditional	conditional	ADJ
dem-11733	14	12	quantile	quantile	NOUN
dem-11733	14	13	of	of	ADP
dem-11733	14	14	ty	ty	PRON
dem-11733	14	15	given	give	VERB
dem-11733	14	16	the	the	DET
dem-11733	14	17	information	information	NOUN
dem-11733	14	18	available	available	ADJ
dem-11733	14	19	till	till	SCONJ
dem-11733	14	20	time	time	NOUN
dem-11733	14	21	1t	1t	NUM
dem-11733	14	22	,	,	PUNCT
dem-11733	14	23	i.e.	i.e.	X
dem-11733	14	24	,	,	PUNCT
dem-11733	14	25	the	the	DET
dem-11733	14	26	quantile	quantile	NOUN
dem-11733	14	27	of	of	ADP
dem-11733	14	28	order	order	NOUN
dem-11733	14	29			NOUN
dem-11733	14	30	:	:	PUNCT
dem-11733	14	31	*	*	PUNCT
dem-11733	14	32	correspondence	correspondence	NOUN
dem-11733	14	33	to	to	ADP
dem-11733	14	34	:	:	PUNCT
dem-11733	14	35	joanna	joanna	PROPN
dem-11733	14	36	bruzda	bruzda	PROPN
dem-11733	14	37	,	,	PUNCT
dem-11733	14	38	nicolaus	nicolaus	PROPN
dem-11733	14	39	copernicus	copernicus	PROPN
dem-11733	14	40	university	university	PROPN
dem-11733	14	41	,	,	PUNCT
dem-11733	14	42	faculty	faculty	NOUN
dem-11733	14	43	of	of	ADP
dem-11733	14	44	economic	economic	ADJ
dem-11733	14	45	sciences	science	NOUN
dem-11733	14	46	and	and	CCONJ
dem-11733	14	47	management	management	NOUN
dem-11733	14	48	,	,	PUNCT
dem-11733	14	49	gagarina	gagarina	NOUN
dem-11733	14	50	13a	13a	NOUN
dem-11733	14	51	,	,	PUNCT
dem-11733	14	52	87	87	NUM
dem-11733	14	53	-	-	SYM
dem-11733	14	54	100	100	NUM
dem-11733	14	55	toruń	toruń	NOUN
dem-11733	14	56	,	,	PUNCT
dem-11733	14	57	poland	poland	PROPN
dem-11733	14	58	,	,	PUNCT
dem-11733	14	59	e	e	NOUN
dem-11733	14	60	-	-	NOUN
dem-11733	14	61	mail	mail	NOUN
dem-11733	14	62	:	:	PUNCT
dem-11733	15	1	joanna.bruzda@umk.pl	joanna.bruzda@umk.pl	PROPN
dem-11733	15	2	.	.	PUNCT
dem-11733	16	1			NOUN
dem-11733	16	2	this	this	DET
dem-11733	16	3	work	work	NOUN
dem-11733	16	4	was	be	AUX
dem-11733	16	5	financed	finance	VERB
dem-11733	16	6	by	by	ADP
dem-11733	16	7	the	the	DET
dem-11733	16	8	polish	polish	ADJ
dem-11733	16	9	national	national	PROPN
dem-11733	16	10	science	science	PROPN
dem-11733	16	11	center	center	PROPN
dem-11733	16	12	with	with	ADP
dem-11733	16	13	a	a	DET
dem-11733	16	14	grant	grant	NOUN
dem-11733	16	15	obtained	obtain	VERB
dem-11733	16	16	under	under	ADP
dem-11733	16	17	decision	decision	NOUN
dem-11733	16	18	no	no	NOUN
dem-11733	16	19	.	.	PUNCT
dem-11733	17	1	dec-2013/09	dec-2013/09	PROPN
dem-11733	17	2	/	/	SYM
dem-11733	17	3	b	b	PROPN
dem-11733	17	4	/	/	SYM
dem-11733	17	5	hs4/02716	hs4/02716	PROPN
dem-11733	17	6	.	.	PUNCT
dem-11733	18	1	the	the	DET
dem-11733	18	2	paper	paper	NOUN
dem-11733	18	3	is	be	AUX
dem-11733	18	4	a	a	DET
dem-11733	18	5	continuation	continuation	NOUN
dem-11733	18	6	of	of	ADP
dem-11733	18	7	the	the	DET
dem-11733	18	8	research	research	NOUN
dem-11733	18	9	presented	present	VERB
dem-11733	18	10	in	in	ADP
dem-11733	18	11	bruzda	bruzda	PROPN
dem-11733	18	12	(	(	PUNCT
dem-11733	18	13	2016	2016	NUM
dem-11733	18	14	)	)	PUNCT
dem-11733	18	15	,	,	PUNCT
dem-11733	18	16	based	base	VERB
dem-11733	18	17	on	on	ADP
dem-11733	18	18	a	a	DET
dem-11733	18	19	different	different	ADJ
dem-11733	18	20	set	set	NOUN
dem-11733	18	21	of	of	ADP
dem-11733	18	22	forecasting	forecasting	NOUN
dem-11733	18	23	procedures	procedure	NOUN
dem-11733	18	24	.	.	PUNCT
dem-11733	19	1	joanna	joanna	PROPN
dem-11733	19	2	bruzda	bruzda	PROPN
dem-11733	19	3	dynamic	dynamic	ADJ
dem-11733	19	4	econometric	econometric	ADJ
dem-11733	19	5	models	model	NOUN
dem-11733	19	6	16	16	NUM
dem-11733	19	7	(	(	PUNCT
dem-11733	19	8	2016	2016	NUM
dem-11733	19	9	)	)	PUNCT
dem-11733	19	10	5–20	5–20	NOUN
dem-11733	19	11	6	6	NUM
dem-11733	19	12	}	}	PUNCT
dem-11733	19	13	)	)	PUNCT
dem-11733	19	14	(;	(;	X
dem-11733	19	15	inf	inf	X
dem-11733	19	16	{	{	PUNCT
dem-11733	19	17			X
dem-11733	19	18			DET
dem-11733	19	19	yfyy	yfyy	NOUN
dem-11733	19	20	(	(	PUNCT
dem-11733	19	21	1	1	NUM
dem-11733	19	22	)	)	PUNCT
dem-11733	19	23	of	of	ADP
dem-11733	19	24	)	)	PUNCT
dem-11733	19	25	(	(	PUNCT
dem-11733	19	26	f	f	ADJ
dem-11733	19	27	being	be	AUX
dem-11733	19	28	the	the	DET
dem-11733	19	29	conditional	conditional	ADJ
dem-11733	19	30	distribution	distribution	NOUN
dem-11733	19	31	of	of	ADP
dem-11733	19	32	ty	ty	PRON
dem-11733	19	33	given	give	VERB
dem-11733	19	34	the	the	DET
dem-11733	19	35	information	information	NOUN
dem-11733	19	36	set	set	VERB
dem-11733	19	37	1t	1t	NUM
dem-11733	19	38	.	.	PUNCT
dem-11733	20	1	the	the	DET
dem-11733	20	2	quantity	quantity	NOUN
dem-11733	20	3	(	(	PUNCT
dem-11733	20	4	1	1	NUM
dem-11733	20	5	)	)	PUNCT
dem-11733	20	6	is	be	AUX
dem-11733	20	7	a	a	DET
dem-11733	20	8	solution	solution	NOUN
dem-11733	20	9	to	to	ADP
dem-11733	20	10	the	the	DET
dem-11733	20	11	following	follow	VERB
dem-11733	20	12	optimization	optimization	NOUN
dem-11733	20	13	problem	problem	NOUN
dem-11733	20	14	:	:	PUNCT
dem-11733	20	15			NOUN
dem-11733	20	16	1|,min	1|,min	NOUN
dem-11733	20	17	t	t	ADV
dem-11733	20	18	x	x	SYM
dem-11733	20	19	yxlle	yxlle	NOUN
dem-11733	20	20	,	,	PUNCT
dem-11733	20	21	(	(	PUNCT
dem-11733	20	22	2	2	X
dem-11733	20	23	)	)	PUNCT
dem-11733	20	24	where	where	SCONJ
dem-11733	20	25			PROPN
dem-11733	20	26			NUM
dem-11733	20	27			NOUN
dem-11733	21	1			VERB
dem-11733	21	2			X
dem-11733	21	3			NUM
dem-11733	21	4	yxxy	yxxy	NOUN
dem-11733	22	1	xyxy	xyxy	PRON
dem-11733	22	2	yxll	yxll	PROPN
dem-11733	23	1	dla)1	dla)1	PROPN
dem-11733	23	2	(	(	PUNCT
dem-11733	23	3	dla	dla	NOUN
dem-11733	23	4	)	)	PUNCT
dem-11733	23	5	,	,	PUNCT
dem-11733	23	6	(	(	PUNCT
dem-11733	23	7			NOUN
dem-11733	23	8			NOUN
dem-11733	23	9	(	(	PUNCT
dem-11733	23	10	3	3	NUM
dem-11733	23	11	)	)	PUNCT
dem-11733	23	12	is	be	AUX
dem-11733	23	13	the	the	DET
dem-11733	23	14	double	double	ADJ
dem-11733	23	15	linear	linear	NOUN
dem-11733	23	16	loss	loss	NOUN
dem-11733	23	17	function	function	NOUN
dem-11733	23	18	,	,	PUNCT
dem-11733	23	19	often	often	ADV
dem-11733	23	20	denoted	denote	VERB
dem-11733	23	21	as	as	ADP
dem-11733	23	22	linlin	linlin	PROPN
dem-11733	23	23	(	(	PUNCT
dem-11733	23	24	see	see	VERB
dem-11733	23	25	granger	granger	PROPN
dem-11733	23	26	,	,	PUNCT
dem-11733	23	27	1999	1999	NUM
dem-11733	23	28	;	;	PUNCT
dem-11733	23	29	gneiting	gneiting	NOUN
dem-11733	23	30	,	,	PUNCT
dem-11733	23	31	2011	2011	NUM
dem-11733	23	32	;	;	PUNCT
dem-11733	23	33	bruzda	bruzda	PROPN
dem-11733	23	34	,	,	PUNCT
dem-11733	23	35	2014	2014	NUM
dem-11733	23	36	)	)	PUNCT
dem-11733	23	37	.	.	PUNCT
dem-11733	24	1	the	the	DET
dem-11733	24	2	loss	loss	NOUN
dem-11733	24	3	(	(	PUNCT
dem-11733	24	4	cost	cost	NOUN
dem-11733	24	5	)	)	PUNCT
dem-11733	24	6	function	function	NOUN
dem-11733	24	7	(	(	PUNCT
dem-11733	24	8	3	3	X
dem-11733	24	9	)	)	PUNCT
dem-11733	24	10	turns	turn	VERB
dem-11733	24	11	out	out	ADP
dem-11733	24	12	to	to	PART
dem-11733	24	13	be	be	AUX
dem-11733	24	14	very	very	ADV
dem-11733	24	15	popular	popular	ADJ
dem-11733	24	16	in	in	ADP
dem-11733	24	17	operational	operational	ADJ
dem-11733	24	18	management	management	NOUN
dem-11733	24	19	applications	application	NOUN
dem-11733	24	20	.	.	PUNCT
dem-11733	25	1	for	for	ADP
dem-11733	25	2	example	example	NOUN
dem-11733	25	3	,	,	PUNCT
dem-11733	25	4	in	in	ADP
dem-11733	25	5	the	the	DET
dem-11733	25	6	so	so	ADV
dem-11733	25	7	-	-	PUNCT
dem-11733	25	8	called	call	VERB
dem-11733	25	9	newsvendor	newsvendor	ADJ
dem-11733	25	10	problem	problem	NOUN
dem-11733	25	11	(	(	PUNCT
dem-11733	25	12	the	the	DET
dem-11733	25	13	one	one	NUM
dem-11733	25	14	-	-	PUNCT
dem-11733	25	15	period	period	NOUN
dem-11733	25	16	inventory	inventory	NOUN
dem-11733	25	17	model	model	NOUN
dem-11733	25	18	)	)	PUNCT
dem-11733	25	19	the	the	DET
dem-11733	25	20	optimal	optimal	ADJ
dem-11733	25	21	order	order	NOUN
dem-11733	25	22	or	or	CCONJ
dem-11733	25	23	production	production	NOUN
dem-11733	25	24	quantity	quantity	NOUN
dem-11733	25	25	in	in	ADP
dem-11733	25	26	the	the	DET
dem-11733	25	27	next	next	ADJ
dem-11733	25	28	period	period	NOUN
dem-11733	25	29	is	be	AUX
dem-11733	25	30	given	give	VERB
dem-11733	25	31	as	as	ADP
dem-11733	25	32	a	a	DET
dem-11733	25	33	quantile	quantile	ADJ
dem-11733	25	34	forecast	forecast	NOUN
dem-11733	25	35	of	of	ADP
dem-11733	25	36	the	the	DET
dem-11733	25	37	next	next	ADJ
dem-11733	25	38	period	period	NOUN
dem-11733	25	39	demand	demand	NOUN
dem-11733	25	40	d	d	NOUN
dem-11733	25	41	,	,	PUNCT
dem-11733	25	42	i.e.	i.e.	X
dem-11733	25	43	,	,	PUNCT
dem-11733	25	44	assuming	assume	VERB
dem-11733	25	45	d	d	NOUN
dem-11733	25	46	has	have	VERB
dem-11733	25	47	a	a	DET
dem-11733	25	48	continuous	continuous	ADJ
dem-11733	25	49	distribution	distribution	NOUN
dem-11733	25	50	,	,	PUNCT
dem-11733	25	51	as	as	ADP
dem-11733	25	52	:	:	PUNCT
dem-11733	25	53			PROPN
dem-11733	25	54			PROPN
dem-11733	25	55			NOUN
dem-11733	25	56			NOUN
dem-11733	25	57			PROPN
dem-11733	25	58			PROPN
dem-11733	26	1			PROPN
dem-11733	26	2			NOUN
dem-11733	26	3			VERB
dem-11733	27	1			PROPN
dem-11733	27	2			X
dem-11733	27	3	ou	ou	ADP
dem-11733	27	4	u	u	NOUN
dem-11733	27	5	d	d	PROPN
dem-11733	27	6	cc	cc	PROPN
dem-11733	27	7	c	c	PROPN
dem-11733	27	8	fq	fq	PROPN
dem-11733	27	9	1	1	NUM
dem-11733	27	10	,	,	PUNCT
dem-11733	27	11	(	(	PUNCT
dem-11733	27	12	4	4	NUM
dem-11733	27	13	)	)	PUNCT
dem-11733	27	14	(	(	PUNCT
dem-11733	27	15	uc	uc	INTJ
dem-11733	27	16	and	and	CCONJ
dem-11733	27	17	oc	oc	PROPN
dem-11733	27	18	are	be	AUX
dem-11733	27	19	the	the	DET
dem-11733	27	20	unit	unit	NOUN
dem-11733	27	21	costs	cost	NOUN
dem-11733	27	22	of	of	ADP
dem-11733	27	23	underand	underand	NOUN
dem-11733	27	24	overstocking	overstock	VERB
dem-11733	27	25	,	,	PUNCT
dem-11733	27	26	respectively	respectively	ADV
dem-11733	27	27	)	)	PUNCT
dem-11733	27	28	.	.	PUNCT
dem-11733	28	1	in	in	ADP
dem-11733	28	2	a	a	DET
dem-11733	28	3	similar	similar	ADJ
dem-11733	28	4	way	way	NOUN
dem-11733	28	5	,	,	PUNCT
dem-11733	28	6	setting	set	VERB
dem-11733	28	7	the	the	DET
dem-11733	28	8	next	next	ADJ
dem-11733	28	9	period	period	NOUN
dem-11733	28	10	re	re	NOUN
dem-11733	28	11	-	-	NOUN
dem-11733	28	12	order	order	NOUN
dem-11733	28	13	point	point	NOUN
dem-11733	28	14	(	(	PUNCT
dem-11733	28	15	rop	rop	PROPN
dem-11733	28	16	)	)	PUNCT
dem-11733	28	17	or	or	CCONJ
dem-11733	28	18	order	order	NOUN
dem-11733	28	19	-	-	PUNCT
dem-11733	28	20	up	up	ADP
dem-11733	28	21	-	-	PUNCT
dem-11733	28	22	to	to	PART
dem-11733	28	23	level	level	NOUN
dem-11733	28	24	s	s	NOUN
dem-11733	28	25	for	for	ADP
dem-11733	28	26	a	a	DET
dem-11733	28	27	service	service	NOUN
dem-11733	28	28	level	level	NOUN
dem-11733	28	29			NOUN
dem-11733	28	30	the	the	DET
dem-11733	28	31	following	follow	VERB
dem-11733	28	32	standard	standard	ADJ
dem-11733	28	33	textbook	textbook	NOUN
dem-11733	28	34	formulas	formula	NOUN
dem-11733	28	35	are	be	AUX
dem-11733	28	36	used	use	VERB
dem-11733	28	37	:	:	PUNCT
dem-11733	28	38	,	,	PUNCT
dem-11733	28	39	1)1	1)1	NUM
dem-11733	28	40	(	(	PUNCT
dem-11733	28	41	dlzldrop	dlzldrop	NOUN
dem-11733	28	42			PROPN
dem-11733	28	43			PROPN
dem-11733	28	44	(	(	PUNCT
dem-11733	28	45	5a	5a	NUM
dem-11733	28	46	)	)	PUNCT
dem-11733	28	47	dtlztlds	dtlztld	VERB
dem-11733	28	48			PROPN
dem-11733	28	49			PROPN
dem-11733	28	50	)	)	PUNCT
dem-11733	28	51	(	(	PUNCT
dem-11733	28	52	(	(	PUNCT
dem-11733	28	53	5b	5b	NUM
dem-11733	28	54	)	)	PUNCT
dem-11733	28	55	(	(	PUNCT
dem-11733	28	56	d	d	NOUN
dem-11733	28	57	denotes	denote	VERB
dem-11733	28	58	the	the	DET
dem-11733	28	59	mean	mean	ADJ
dem-11733	28	60	demand	demand	NOUN
dem-11733	28	61	,	,	PUNCT
dem-11733	28	62	l	l	NOUN
dem-11733	28	63	is	be	AUX
dem-11733	28	64	the	the	DET
dem-11733	28	65	lead	lead	ADJ
dem-11733	28	66	time	time	NOUN
dem-11733	28	67	,	,	PUNCT
dem-11733	28	68	t	t	PROPN
dem-11733	28	69	stands	stand	VERB
dem-11733	28	70	for	for	ADP
dem-11733	28	71	the	the	DET
dem-11733	28	72	inventory	inventory	NOUN
dem-11733	28	73	cycle	cycle	NOUN
dem-11733	28	74	period	period	NOUN
dem-11733	28	75	,	,	PUNCT
dem-11733	28	76	d	d	NOUN
dem-11733	28	77	denotes	denote	VERB
dem-11733	28	78	the	the	DET
dem-11733	28	79	standard	standard	ADJ
dem-11733	28	80	deviation	deviation	NOUN
dem-11733	28	81	of	of	ADP
dem-11733	28	82	d	d	NOUN
dem-11733	28	83	and	and	CCONJ
dem-11733	28	84	z	z	NOUN
dem-11733	28	85	is	be	AUX
dem-11733	28	86	the	the	DET
dem-11733	28	87	-quantile	-quantile	NOUN
dem-11733	28	88	of	of	ADP
dem-11733	28	89	the	the	DET
dem-11733	28	90	standard	standard	ADJ
dem-11733	28	91	normal	normal	ADJ
dem-11733	28	92	distribution	distribution	NOUN
dem-11733	28	93	)	)	PUNCT
dem-11733	28	94	.	.	PUNCT
dem-11733	29	1	if	if	SCONJ
dem-11733	29	2	the	the	DET
dem-11733	29	3	demand	demand	NOUN
dem-11733	29	4	is	be	AUX
dem-11733	29	5	forecasted	forecast	VERB
dem-11733	29	6	,	,	PUNCT
dem-11733	29	7	quantiles	quantile	NOUN
dem-11733	29	8	of	of	ADP
dem-11733	29	9	a	a	DET
dem-11733	29	10	predictive	predictive	ADJ
dem-11733	29	11	distribution	distribution	NOUN
dem-11733	29	12	(	(	PUNCT
dem-11733	29	13	a	a	DET
dem-11733	29	14	conditional	conditional	ADJ
dem-11733	29	15	distribution	distribution	NOUN
dem-11733	29	16	with	with	ADP
dem-11733	29	17	estimated	estimate	VERB
dem-11733	29	18	parameter	parameter	NOUN
dem-11733	29	19	values	value	NOUN
dem-11733	29	20	)	)	PUNCT
dem-11733	29	21	will	will	AUX
dem-11733	29	22	be	be	AUX
dem-11733	29	23	used	use	VERB
dem-11733	29	24	to	to	PART
dem-11733	29	25	compute	compute	VERB
dem-11733	29	26	rop	rop	NOUN
dem-11733	29	27	and	and	CCONJ
dem-11733	29	28	s	s	NOUN
dem-11733	29	29	,	,	PUNCT
dem-11733	29	30	respectively	respectively	ADV
dem-11733	29	31	.	.	PUNCT
dem-11733	30	1	further	far	ADV
dem-11733	30	2	in	in	ADP
dem-11733	30	3	the	the	DET
dem-11733	30	4	paper	paper	NOUN
dem-11733	30	5	we	we	PRON
dem-11733	30	6	discuss	discuss	VERB
dem-11733	30	7	in	in	ADP
dem-11733	30	8	some	some	DET
dem-11733	30	9	detail	detail	NOUN
dem-11733	30	10	the	the	DET
dem-11733	30	11	premises	premise	NOUN
dem-11733	30	12	of	of	ADP
dem-11733	30	13	quantile	quantile	ADJ
dem-11733	30	14	forecasting	forecasting	NOUN
dem-11733	30	15	in	in	ADP
dem-11733	30	16	operational	operational	ADJ
dem-11733	30	17	planning	planning	NOUN
dem-11733	30	18	and	and	CCONJ
dem-11733	30	19	inventory	inventory	NOUN
dem-11733	30	20	management	management	NOUN
dem-11733	30	21	,	,	PUNCT
dem-11733	30	22	and	and	CCONJ
dem-11733	30	23	underquantile	underquantile	ADV
dem-11733	30	24	forecasting	forecasting	NOUN
dem-11733	30	25	in	in	ADP
dem-11733	30	26	operational	operational	ADJ
dem-11733	30	27	planning	planning	NOUN
dem-11733	30	28	and	and	CCONJ
dem-11733	30	29	inventory	inventory	NOUN
dem-11733	30	30	management	management	NOUN
dem-11733	30	31	…	…	PUNCT
dem-11733	30	32	dynamic	dynamic	ADJ
dem-11733	30	33	econometric	econometric	ADJ
dem-11733	30	34	models	model	NOUN
dem-11733	30	35	16	16	NUM
dem-11733	30	36	(	(	PUNCT
dem-11733	30	37	2016	2016	NUM
dem-11733	30	38	)	)	PUNCT
dem-11733	30	39	5–20	5–20	NOUN
dem-11733	30	40	7	7	NUM
dem-11733	30	41	take	take	VERB
dem-11733	30	42	the	the	DET
dem-11733	30	43	task	task	NOUN
dem-11733	30	44	of	of	ADP
dem-11733	30	45	an	an	DET
dem-11733	30	46	empirical	empirical	ADJ
dem-11733	30	47	verification	verification	NOUN
dem-11733	30	48	of	of	ADP
dem-11733	30	49	different	different	ADJ
dem-11733	30	50	statistical	statistical	ADJ
dem-11733	30	51	procedures	procedure	NOUN
dem-11733	30	52	leading	lead	VERB
dem-11733	30	53	to	to	ADP
dem-11733	30	54	quantile	quantile	ADJ
dem-11733	30	55	predictions	prediction	NOUN
dem-11733	30	56	.	.	PUNCT
dem-11733	31	1	1	1	X
dem-11733	31	2	.	.	X
dem-11733	31	3	quantile	quantile	ADJ
dem-11733	31	4	forecasting	forecasting	NOUN
dem-11733	31	5	in	in	ADP
dem-11733	31	6	operational	operational	ADJ
dem-11733	31	7	planning	planning	NOUN
dem-11733	31	8	and	and	CCONJ
dem-11733	31	9	inventory	inventory	NOUN
dem-11733	31	10	management	management	NOUN
dem-11733	31	11	there	there	PRON
dem-11733	31	12	are	be	VERB
dem-11733	31	13	numerous	numerous	ADJ
dem-11733	31	14	procedures	procedure	NOUN
dem-11733	31	15	of	of	ADP
dem-11733	31	16	computing	compute	VERB
dem-11733	31	17	quantile	quantile	NOUN
dem-11733	31	18	forecasts	forecast	NOUN
dem-11733	31	19	,	,	PUNCT
dem-11733	31	20	encompassing	encompass	VERB
dem-11733	31	21	parametric	parametric	ADJ
dem-11733	31	22	,	,	PUNCT
dem-11733	31	23	semiparametric	semiparametric	NOUN
dem-11733	31	24	and	and	CCONJ
dem-11733	31	25	nonparametric	nonparametric	NOUN
dem-11733	31	26	methods	method	NOUN
dem-11733	31	27	,	,	PUNCT
dem-11733	31	28	approaches	approach	VERB
dem-11733	31	29	utilizing	utilize	VERB
dem-11733	31	30	ex	ex	PRON
dem-11733	31	31	ante	ante	NOUN
dem-11733	31	32	and	and	CCONJ
dem-11733	31	33	ex	ex	ADJ
dem-11733	31	34	post	post	PROPN
dem-11733	31	35	forecast	forecast	NOUN
dem-11733	31	36	errors	error	NOUN
dem-11733	31	37	,	,	PUNCT
dem-11733	31	38	and	and	CCONJ
dem-11733	31	39	non	non	ADJ
dem-11733	31	40	-	-	ADJ
dem-11733	31	41	simulationand	simulationand	ADJ
dem-11733	31	42	simulation	simulation	NOUN
dem-11733	31	43	-	-	PUNCT
dem-11733	31	44	based	base	VERB
dem-11733	31	45	(	(	PUNCT
dem-11733	31	46	bootstrap	bootstrap	NOUN
dem-11733	31	47	and	and	CCONJ
dem-11733	31	48	parametric	parametric	PROPN
dem-11733	31	49	monte	monte	PROPN
dem-11733	31	50	carlo	carlo	PROPN
dem-11733	31	51	)	)	PUNCT
dem-11733	31	52	procedures	procedure	NOUN
dem-11733	31	53	.	.	PUNCT
dem-11733	32	1	one	one	PRON
dem-11733	32	2	can	can	AUX
dem-11733	32	3	use	use	VERB
dem-11733	32	4	the	the	DET
dem-11733	32	5	many	many	ADJ
dem-11733	32	6	existing	exist	VERB
dem-11733	32	7	methods	method	NOUN
dem-11733	32	8	of	of	ADP
dem-11733	32	9	forecasting	forecast	VERB
dem-11733	32	10	the	the	DET
dem-11733	32	11	value	value	NOUN
dem-11733	32	12	at	at	ADP
dem-11733	32	13	risk	risk	NOUN
dem-11733	32	14	in	in	ADP
dem-11733	32	15	finance	finance	NOUN
dem-11733	32	16	(	(	PUNCT
dem-11733	32	17	see	see	VERB
dem-11733	32	18	,	,	PUNCT
dem-11733	32	19	e.g.	e.g.	ADV
dem-11733	32	20	,	,	PUNCT
dem-11733	32	21	doman	doman	NOUN
dem-11733	32	22	and	and	CCONJ
dem-11733	32	23	doman	doman	NOUN
dem-11733	32	24	,	,	PUNCT
dem-11733	32	25	2009	2009	NUM
dem-11733	32	26	)	)	PUNCT
dem-11733	32	27	or	or	CCONJ
dem-11733	32	28	computing	compute	VERB
dem-11733	32	29	interval	interval	NOUN
dem-11733	32	30	forecasts	forecast	NOUN
dem-11733	32	31	(	(	PUNCT
dem-11733	32	32	and	and	CCONJ
dem-11733	32	33	fan	fan	PROPN
dem-11733	32	34	charts	chart	NOUN
dem-11733	32	35	)	)	PUNCT
dem-11733	32	36	of	of	ADP
dem-11733	32	37	macroeconomic	macroeconomic	ADJ
dem-11733	32	38	variables	variable	NOUN
dem-11733	32	39	(	(	PUNCT
dem-11733	32	40	see	see	VERB
dem-11733	32	41	,	,	PUNCT
dem-11733	32	42	e.g.	e.g.	ADV
dem-11733	32	43	,	,	PUNCT
dem-11733	32	44	chapter	chapter	NOUN
dem-11733	32	45	iv	iv	NUM
dem-11733	32	46	in	in	ADP
dem-11733	32	47	clements	clements	PROPN
dem-11733	32	48	,	,	PUNCT
dem-11733	32	49	2005	2005	NUM
dem-11733	32	50	)	)	PUNCT
dem-11733	32	51	as	as	ADV
dem-11733	32	52	well	well	ADV
dem-11733	32	53	as	as	ADP
dem-11733	32	54	procedures	procedure	NOUN
dem-11733	32	55	and	and	CCONJ
dem-11733	32	56	formulas	formula	NOUN
dem-11733	32	57	tailored	tailor	VERB
dem-11733	32	58	to	to	ADP
dem-11733	32	59	applications	application	NOUN
dem-11733	32	60	in	in	ADP
dem-11733	32	61	the	the	DET
dem-11733	32	62	area	area	NOUN
dem-11733	32	63	of	of	ADP
dem-11733	32	64	supply	supply	NOUN
dem-11733	32	65	chain	chain	NOUN
dem-11733	32	66	management	management	NOUN
dem-11733	32	67	(	(	PUNCT
dem-11733	32	68	see	see	VERB
dem-11733	32	69	,	,	PUNCT
dem-11733	32	70	e.g.	e.g.	ADV
dem-11733	32	71	,	,	PUNCT
dem-11733	32	72	wagner	wagner	PROPN
dem-11733	32	73	,	,	PUNCT
dem-11733	32	74	2010	2010	NUM
dem-11733	32	75	;	;	PUNCT
dem-11733	32	76	ciesielski	ciesielski	NOUN
dem-11733	32	77	,	,	PUNCT
dem-11733	32	78	2011	2011	NUM
dem-11733	32	79	,	,	PUNCT
dem-11733	32	80	and	and	CCONJ
dem-11733	32	81	sap	sap	PROPN
dem-11733	32	82	help	help	PROPN
dem-11733	32	83	portal	portal	PROPN
dem-11733	32	84	)	)	PUNCT
dem-11733	32	85	.	.	PUNCT
dem-11733	33	1	a	a	DET
dem-11733	33	2	description	description	NOUN
dem-11733	33	3	of	of	ADP
dem-11733	33	4	chosen	choose	VERB
dem-11733	33	5	methods	method	NOUN
dem-11733	33	6	of	of	ADP
dem-11733	33	7	quantile	quantile	ADJ
dem-11733	33	8	forecasting	forecasting	NOUN
dem-11733	33	9	with	with	ADP
dem-11733	33	10	some	some	DET
dem-11733	33	11	indications	indication	NOUN
dem-11733	33	12	on	on	ADP
dem-11733	33	13	their	their	PRON
dem-11733	33	14	potential	potential	ADJ
dem-11733	33	15	use	use	NOUN
dem-11733	33	16	in	in	ADP
dem-11733	33	17	logistics	logistic	NOUN
dem-11733	33	18	together	together	ADV
dem-11733	33	19	with	with	ADP
dem-11733	33	20	a	a	DET
dem-11733	33	21	simulation	simulation	NOUN
dem-11733	33	22	analysis	analysis	NOUN
dem-11733	33	23	can	can	AUX
dem-11733	33	24	be	be	AUX
dem-11733	33	25	found	find	VERB
dem-11733	33	26	in	in	ADP
dem-11733	33	27	bruzda	bruzda	PROPN
dem-11733	33	28	(	(	PUNCT
dem-11733	33	29	2014	2014	NUM
dem-11733	33	30	)	)	PUNCT
dem-11733	33	31	.	.	PUNCT
dem-11733	34	1	when	when	SCONJ
dem-11733	34	2	considering	consider	VERB
dem-11733	34	3	quantile	quantile	ADJ
dem-11733	34	4	predictions	prediction	NOUN
dem-11733	34	5	in	in	ADP
dem-11733	34	6	operational	operational	ADJ
dem-11733	34	7	management	management	NOUN
dem-11733	34	8	,	,	PUNCT
dem-11733	34	9	one	one	PRON
dem-11733	34	10	should	should	AUX
dem-11733	34	11	keep	keep	VERB
dem-11733	34	12	in	in	ADP
dem-11733	34	13	mind	mind	NOUN
dem-11733	34	14	several	several	ADJ
dem-11733	34	15	of	of	ADP
dem-11733	34	16	its	its	PRON
dem-11733	34	17	premises	premise	NOUN
dem-11733	34	18	.	.	PUNCT
dem-11733	35	1	first	first	ADV
dem-11733	35	2	,	,	PUNCT
dem-11733	35	3	to	to	PART
dem-11733	35	4	assess	assess	VERB
dem-11733	35	5	the	the	DET
dem-11733	35	6	quality	quality	NOUN
dem-11733	35	7	of	of	ADP
dem-11733	35	8	quantile	quantile	ADJ
dem-11733	35	9	predictions	prediction	NOUN
dem-11733	35	10	in	in	ADP
dem-11733	35	11	this	this	DET
dem-11733	35	12	area	area	NOUN
dem-11733	35	13	,	,	PUNCT
dem-11733	35	14	one	one	PRON
dem-11733	35	15	will	will	AUX
dem-11733	35	16	normally	normally	ADV
dem-11733	35	17	rely	rely	VERB
dem-11733	35	18	on	on	ADP
dem-11733	35	19	different	different	ADJ
dem-11733	35	20	measures	measure	NOUN
dem-11733	35	21	than	than	ADP
dem-11733	35	22	those	those	PRON
dem-11733	35	23	utilized	utilize	VERB
dem-11733	35	24	to	to	PART
dem-11733	35	25	examine	examine	VERB
dem-11733	35	26	interval	interval	NOUN
dem-11733	35	27	forecasts	forecast	NOUN
dem-11733	35	28	,	,	PUNCT
dem-11733	35	29	in	in	ADP
dem-11733	35	30	which	which	DET
dem-11733	35	31	case	case	NOUN
dem-11733	35	32	the	the	DET
dem-11733	35	33	coverage	coverage	NOUN
dem-11733	35	34	is	be	AUX
dem-11733	35	35	evaluated	evaluate	VERB
dem-11733	35	36	,	,	PUNCT
dem-11733	35	37	as	as	ADV
dem-11733	35	38	well	well	ADV
dem-11733	35	39	as	as	ADP
dem-11733	35	40	those	those	PRON
dem-11733	35	41	used	use	VERB
dem-11733	35	42	to	to	PART
dem-11733	35	43	assess	assess	VERB
dem-11733	35	44	forecasts	forecast	NOUN
dem-11733	35	45	of	of	ADP
dem-11733	35	46	value	value	NOUN
dem-11733	35	47	at	at	ADP
dem-11733	35	48	risk	risk	NOUN
dem-11733	35	49	,	,	PUNCT
dem-11733	35	50	in	in	ADP
dem-11733	35	51	which	which	DET
dem-11733	35	52	case	case	NOUN
dem-11733	35	53	the	the	DET
dem-11733	35	54	most	most	ADV
dem-11733	35	55	important	important	ADJ
dem-11733	35	56	measures	measure	NOUN
dem-11733	35	57	are	be	AUX
dem-11733	35	58	usually	usually	ADV
dem-11733	35	59	the	the	DET
dem-11733	35	60	hit	hit	VERB
dem-11733	35	61	ratio	ratio	NOUN
dem-11733	35	62	and	and	CCONJ
dem-11733	35	63	loss	loss	NOUN
dem-11733	35	64	functions	function	NOUN
dem-11733	35	65	based	base	VERB
dem-11733	35	66	exclusively	exclusively	ADV
dem-11733	35	67	on	on	ADP
dem-11733	35	68	positive	positive	ADJ
dem-11733	35	69	(	(	PUNCT
dem-11733	35	70	or	or	CCONJ
dem-11733	35	71	,	,	PUNCT
dem-11733	35	72	alternatively	alternatively	ADV
dem-11733	35	73	,	,	PUNCT
dem-11733	35	74	negative	negative	ADJ
dem-11733	35	75	)	)	PUNCT
dem-11733	35	76	forecast	forecast	NOUN
dem-11733	35	77	errors	error	NOUN
dem-11733	35	78	.	.	PUNCT
dem-11733	36	1	table	table	NOUN
dem-11733	36	2	1	1	NUM
dem-11733	36	3	below	below	ADP
dem-11733	36	4	presents	present	VERB
dem-11733	36	5	the	the	DET
dem-11733	36	6	most	most	ADV
dem-11733	36	7	important	important	ADJ
dem-11733	36	8	measures	measure	NOUN
dem-11733	36	9	of	of	ADP
dem-11733	36	10	predictive	predictive	ADJ
dem-11733	36	11	accuracy	accuracy	NOUN
dem-11733	36	12	in	in	ADP
dem-11733	36	13	the	the	DET
dem-11733	36	14	case	case	NOUN
dem-11733	36	15	of	of	ADP
dem-11733	36	16	unbiased	unbiased	ADJ
dem-11733	36	17	forecasts	forecast	NOUN
dem-11733	36	18	,	,	PUNCT
dem-11733	36	19	which	which	PRON
dem-11733	36	20	are	be	AUX
dem-11733	36	21	the	the	DET
dem-11733	36	22	solution	solution	NOUN
dem-11733	36	23	to	to	ADP
dem-11733	36	24	the	the	DET
dem-11733	36	25	minimization	minimization	NOUN
dem-11733	36	26	of	of	ADP
dem-11733	36	27	the	the	DET
dem-11733	36	28	mean	mean	ADJ
dem-11733	36	29	squared	square	VERB
dem-11733	36	30	error	error	NOUN
dem-11733	36	31	(	(	PUNCT
dem-11733	36	32	mse	mse	NOUN
dem-11733	36	33	)	)	PUNCT
dem-11733	36	34	loss	loss	NOUN
dem-11733	36	35	,	,	PUNCT
dem-11733	36	36	accompanied	accompany	VERB
dem-11733	36	37	by	by	ADP
dem-11733	36	38	the	the	DET
dem-11733	36	39	corresponding	corresponding	ADJ
dem-11733	36	40	measures	measure	NOUN
dem-11733	36	41	which	which	PRON
dem-11733	36	42	should	should	AUX
dem-11733	36	43	be	be	AUX
dem-11733	36	44	used	use	VERB
dem-11733	36	45	in	in	ADP
dem-11733	36	46	quantile	quantile	ADJ
dem-11733	36	47	forecasting	forecasting	NOUN
dem-11733	36	48	.	.	PUNCT
dem-11733	37	1	table	table	NOUN
dem-11733	37	2	1	1	NUM
dem-11733	37	3	.	.	PUNCT
dem-11733	37	4	basic	basic	ADJ
dem-11733	37	5	accuracy	accuracy	NOUN
dem-11733	37	6	measures	measure	NOUN
dem-11733	37	7	for	for	ADP
dem-11733	37	8	unbiased	unbiased	ADJ
dem-11733	37	9	and	and	CCONJ
dem-11733	37	10	quantile	quantile	ADJ
dem-11733	37	11	forecasts	forecast	NOUN
dem-11733	37	12	unbiased	unbiased	ADJ
dem-11733	37	13	forecasts	forecast	NOUN
dem-11733	37	14	quantile	quantile	ADJ
dem-11733	37	15	forecasts	forecast	NOUN
dem-11733	37	16			PROPN
dem-11733	37	17	teme	teme	PROPN
dem-11733	37	18	t	t	PROPN
dem-11733	37	19	tyyihit	tyyihit	NOUN
dem-11733	37	20	tpt	tpt	NOUN
dem-11733	37	21	/)(	/)(	NOUN
dem-11733	37	22			NOUN
dem-11733	37	23			PUNCT
dem-11733	38	1	termse	termse	NOUN
dem-11733	38	2	t	t	PROPN
dem-11733	38	3	2	2	NUM
dem-11733	38	4			PROPN
dem-11733	38	5			PROPN
dem-11733	38	6	teell	teell	NOUN
dem-11733	38	7	tt	tt	PROPN
dem-11733	38	8	/)1(	/)1(	PUNCT
dem-11733	38	9			PROPN
dem-11733	38	10			PRON
dem-11733	38	11			PUNCT
dem-11733	38	12	note	note	VERB
dem-11733	38	13	:	:	PUNCT
dem-11733	38	14	ty	ty	INTJ
dem-11733	38	15	–	–	PUNCT
dem-11733	38	16	the	the	DET
dem-11733	38	17	realized	realize	VERB
dem-11733	38	18	value	value	NOUN
dem-11733	38	19	of	of	ADP
dem-11733	38	20	ty	ty	PRON
dem-11733	38	21	;	;	PUNCT
dem-11733	38	22	tpy	tpy	NOUN
dem-11733	38	23	–	–	PUNCT
dem-11733	38	24	the	the	DET
dem-11733	38	25	forecasted	forecast	VERB
dem-11733	38	26	value	value	NOUN
dem-11733	38	27	of	of	ADP
dem-11733	38	28	ty	ty	NOUN
dem-11733	38	29	;	;	PUNCT
dem-11733	38	30	)	)	PUNCT
dem-11733	38	31	(	(	PUNCT
dem-11733	38	32	i	i	NOUN
dem-11733	38	33	–	–	PUNCT
dem-11733	38	34	the	the	DET
dem-11733	38	35	indicator	indicator	NOUN
dem-11733	38	36	function	function	NOUN
dem-11733	38	37	taking	take	VERB
dem-11733	38	38	on	on	ADP
dem-11733	38	39	the	the	DET
dem-11733	38	40	value	value	NOUN
dem-11733	38	41	of	of	ADP
dem-11733	38	42	1	1	NUM
dem-11733	38	43	,	,	PUNCT
dem-11733	38	44	if	if	SCONJ
dem-11733	38	45	the	the	DET
dem-11733	38	46	condition	condition	NOUN
dem-11733	38	47	in	in	ADP
dem-11733	38	48	brackets	bracket	NOUN
dem-11733	38	49	is	be	AUX
dem-11733	38	50	fulfilled	fulfil	VERB
dem-11733	38	51	,	,	PUNCT
dem-11733	38	52	and	and	CCONJ
dem-11733	38	53	0	0	NUM
dem-11733	38	54	otherwise	otherwise	ADV
dem-11733	38	55	;	;	PUNCT
dem-11733	38	56	}	}	PUNCT
dem-11733	38	57	,	,	PUNCT
dem-11733	38	58	0max	0max	NUM
dem-11733	38	59	{	{	PUNCT
dem-11733	38	60	tt	tt	X
dem-11733	38	61	ee	ee	PROPN
dem-11733	38	62			X
dem-11733	38	63	(	(	PUNCT
dem-11733	38	64	positive	positive	ADJ
dem-11733	38	65	forecast	forecast	NOUN
dem-11733	38	66	errors	error	NOUN
dem-11733	38	67	)	)	PUNCT
dem-11733	38	68	,	,	PUNCT
dem-11733	38	69	}	}	PUNCT
dem-11733	38	70	,	,	PUNCT
dem-11733	38	71	0max	0max	PROPN
dem-11733	38	72	{	{	PUNCT
dem-11733	38	73	tt	tt	PROPN
dem-11733	38	74	ee	ee	PROPN
dem-11733	38	75			PROPN
dem-11733	38	76	(	(	PUNCT
dem-11733	38	77	negative	negative	ADJ
dem-11733	38	78	forecast	forecast	NOUN
dem-11733	38	79	errors	error	NOUN
dem-11733	38	80	)	)	PUNCT
dem-11733	38	81	,	,	PUNCT
dem-11733	38	82	where	where	SCONJ
dem-11733	38	83	tptt	tptt	PROPN
dem-11733	38	84	yye	yye	PROPN
dem-11733	38	85			PROPN
dem-11733	38	86	.	.	PUNCT
dem-11733	39	1	joanna	joanna	PROPN
dem-11733	39	2	bruzda	bruzda	PROPN
dem-11733	39	3	dynamic	dynamic	ADJ
dem-11733	39	4	econometric	econometric	ADJ
dem-11733	39	5	models	model	NOUN
dem-11733	39	6	16	16	NUM
dem-11733	39	7	(	(	PUNCT
dem-11733	39	8	2016	2016	NUM
dem-11733	39	9	)	)	PUNCT
dem-11733	39	10	5–20	5–20	PROPN
dem-11733	39	11	8	8	NUM
dem-11733	39	12	the	the	DET
dem-11733	39	13	measures	measure	NOUN
dem-11733	39	14	in	in	ADP
dem-11733	39	15	the	the	DET
dem-11733	39	16	first	first	ADJ
dem-11733	39	17	row	row	NOUN
dem-11733	39	18	of	of	ADP
dem-11733	39	19	table	table	NOUN
dem-11733	39	20	1	1	NUM
dem-11733	39	21	inform	inform	VERB
dem-11733	39	22	whether	whether	SCONJ
dem-11733	39	23	the	the	DET
dem-11733	39	24	evaluated	evaluate	VERB
dem-11733	39	25	forecasts	forecast	NOUN
dem-11733	39	26	can	can	AUX
dem-11733	39	27	be	be	AUX
dem-11733	39	28	considered	consider	VERB
dem-11733	39	29	as	as	ADP
dem-11733	39	30	unbiased	unbiased	ADJ
dem-11733	39	31	or	or	CCONJ
dem-11733	39	32	quantile	quantile	ADJ
dem-11733	39	33	forecasts	forecast	NOUN
dem-11733	39	34	,	,	PUNCT
dem-11733	39	35	respectively	respectively	ADV
dem-11733	39	36	,	,	PUNCT
dem-11733	39	37	while	while	SCONJ
dem-11733	39	38	in	in	ADP
dem-11733	39	39	the	the	DET
dem-11733	39	40	second	second	ADJ
dem-11733	39	41	row	row	NOUN
dem-11733	39	42	there	there	PRON
dem-11733	39	43	are	be	AUX
dem-11733	39	44	given	give	VERB
dem-11733	39	45	mean	mean	ADJ
dem-11733	39	46	values	value	NOUN
dem-11733	39	47	of	of	ADP
dem-11733	39	48	the	the	DET
dem-11733	39	49	cost	cost	NOUN
dem-11733	39	50	functions	function	NOUN
dem-11733	39	51	for	for	ADP
dem-11733	39	52	these	these	DET
dem-11733	39	53	two	two	NUM
dem-11733	39	54	sorts	sort	NOUN
dem-11733	39	55	of	of	ADP
dem-11733	39	56	predictions	prediction	NOUN
dem-11733	39	57	.	.	PUNCT
dem-11733	40	1	(	(	PUNCT
dem-11733	40	2	in	in	ADP
dem-11733	40	3	the	the	DET
dem-11733	40	4	case	case	NOUN
dem-11733	40	5	of	of	ADP
dem-11733	40	6	logistic	logistic	ADJ
dem-11733	40	7	forecasting	forecasting	NOUN
dem-11733	40	8	,	,	PUNCT
dem-11733	40	9	the	the	DET
dem-11733	40	10	quantile	quantile	ADJ
dem-11733	40	11	cost	cost	NOUN
dem-11733	40	12	function	function	NOUN
dem-11733	40	13	will	will	AUX
dem-11733	40	14	often	often	ADV
dem-11733	40	15	be	be	AUX
dem-11733	40	16	proportional	proportional	ADJ
dem-11733	40	17	to	to	ADP
dem-11733	40	18	the	the	DET
dem-11733	40	19	real	real	ADJ
dem-11733	40	20	logistic	logistic	ADJ
dem-11733	40	21	cost	cost	NOUN
dem-11733	40	22	–	–	PUNCT
dem-11733	40	23	see	see	VERB
dem-11733	40	24	,	,	PUNCT
dem-11733	40	25	for	for	ADP
dem-11733	40	26	example	example	NOUN
dem-11733	40	27	,	,	PUNCT
dem-11733	40	28	the	the	DET
dem-11733	40	29	textbook	textbook	NOUN
dem-11733	40	30	derivation	derivation	NOUN
dem-11733	40	31	of	of	ADP
dem-11733	40	32	the	the	DET
dem-11733	40	33	formula	formula	NOUN
dem-11733	40	34	(	(	PUNCT
dem-11733	40	35	4	4	NUM
dem-11733	40	36	)	)	PUNCT
dem-11733	40	37	.	.	PUNCT
dem-11733	40	38	)	)	PUNCT
dem-11733	41	1	in	in	ADP
dem-11733	41	2	the	the	DET
dem-11733	41	3	present	present	ADJ
dem-11733	41	4	paper	paper	NOUN
dem-11733	41	5	,	,	PUNCT
dem-11733	41	6	the	the	DET
dem-11733	41	7	linlin	linlin	PROPN
dem-11733	41	8	cost	cost	NOUN
dem-11733	41	9	function	function	NOUN
dem-11733	41	10	(	(	PUNCT
dem-11733	41	11	3	3	X
dem-11733	41	12	)	)	PUNCT
dem-11733	41	13	is	be	AUX
dem-11733	41	14	considered	consider	VERB
dem-11733	41	15	to	to	PART
dem-11733	41	16	be	be	AUX
dem-11733	41	17	the	the	DET
dem-11733	41	18	most	most	ADV
dem-11733	41	19	important	important	ADJ
dem-11733	41	20	measure	measure	NOUN
dem-11733	41	21	of	of	ADP
dem-11733	41	22	forecast	forecast	NOUN
dem-11733	41	23	accuracy	accuracy	NOUN
dem-11733	41	24	for	for	ADP
dem-11733	41	25	quantile	quantile	ADJ
dem-11733	41	26	forecasting	forecasting	NOUN
dem-11733	41	27	in	in	ADP
dem-11733	41	28	operational	operational	ADJ
dem-11733	41	29	management	management	NOUN
dem-11733	41	30	1	1	NUM
dem-11733	41	31	.	.	PUNCT
dem-11733	42	1	among	among	ADP
dem-11733	42	2	other	other	ADJ
dem-11733	42	3	characteristics	characteristic	NOUN
dem-11733	42	4	of	of	ADP
dem-11733	42	5	quantile	quantile	ADJ
dem-11733	42	6	predictions	prediction	NOUN
dem-11733	42	7	in	in	ADP
dem-11733	42	8	operational	operational	ADJ
dem-11733	42	9	planning	planning	NOUN
dem-11733	42	10	are	be	AUX
dem-11733	42	11	the	the	DET
dem-11733	42	12	following	follow	VERB
dem-11733	42	13	:	:	PUNCT
dem-11733	42	14			NOUN
dem-11733	42	15	computation	computation	NOUN
dem-11733	42	16	of	of	ADP
dem-11733	42	17	quantile	quantile	ADJ
dem-11733	42	18	forecasts	forecast	NOUN
dem-11733	42	19	for	for	ADP
dem-11733	42	20	a	a	DET
dem-11733	42	21	range	range	NOUN
dem-11733	42	22	of	of	ADP
dem-11733	42	23	quantiles	quantile	NOUN
dem-11733	42	24	instead	instead	ADV
dem-11733	42	25	of	of	ADP
dem-11733	42	26	just	just	ADV
dem-11733	42	27	extreme	extreme	ADJ
dem-11733	42	28	quantiles	quantile	NOUN
dem-11733	42	29	,	,	PUNCT
dem-11733	42	30			NOUN
dem-11733	42	31	simultaneous	simultaneous	ADJ
dem-11733	42	32	forecasting	forecasting	NOUN
dem-11733	42	33	of	of	ADP
dem-11733	42	34	a	a	DET
dem-11733	42	35	large	large	ADJ
dem-11733	42	36	number	number	NOUN
dem-11733	42	37	of	of	ADP
dem-11733	42	38	univariate	univariate	ADJ
dem-11733	42	39	time	time	NOUN
dem-11733	42	40	series	series	NOUN
dem-11733	42	41	and	and	CCONJ
dem-11733	42	42	,	,	PUNCT
dem-11733	42	43	due	due	ADP
dem-11733	42	44	to	to	ADP
dem-11733	42	45	this	this	PRON
dem-11733	42	46	,	,	PUNCT
dem-11733	42	47	the	the	DET
dem-11733	42	48	focus	focus	NOUN
dem-11733	42	49	on	on	ADP
dem-11733	42	50	simplified	simplified	ADJ
dem-11733	42	51	methods	method	NOUN
dem-11733	42	52			NOUN
dem-11733	42	53	forecasting	forecasting	NOUN
dem-11733	42	54	based	base	VERB
dem-11733	42	55	on	on	ADP
dem-11733	42	56	relatively	relatively	ADV
dem-11733	42	57	short	short	ADJ
dem-11733	42	58	time	time	NOUN
dem-11733	42	59	series	series	PROPN
dem-11733	42	60			VERB
dem-11733	42	61	the	the	DET
dem-11733	42	62	need	need	NOUN
dem-11733	42	63	to	to	PART
dem-11733	42	64	simultaneously	simultaneously	ADV
dem-11733	42	65	model	model	VERB
dem-11733	42	66	the	the	DET
dem-11733	42	67	conditional	conditional	ADJ
dem-11733	42	68	mean	mean	NOUN
dem-11733	42	69	and	and	CCONJ
dem-11733	42	70	conditional	conditional	ADJ
dem-11733	42	71	variance	variance	NOUN
dem-11733	42	72	of	of	ADP
dem-11733	42	73	time	time	NOUN
dem-11733	42	74	series	series	PROPN
dem-11733	42	75			VERB
dem-11733	42	76	the	the	DET
dem-11733	42	77	necessity	necessity	NOUN
dem-11733	42	78	to	to	PART
dem-11733	42	79	compute	compute	VERB
dem-11733	42	80	long	long	ADJ
dem-11733	42	81	-	-	PUNCT
dem-11733	42	82	term	term	NOUN
dem-11733	42	83	quantile	quantile	NOUN
dem-11733	42	84	forecasts	forecast	NOUN
dem-11733	42	85	or	or	CCONJ
dem-11733	42	86	,	,	PUNCT
dem-11733	42	87	alternatively	alternatively	ADV
dem-11733	42	88	,	,	PUNCT
dem-11733	42	89	quantile	quantile	VERB
dem-11733	42	90	forecasts	forecast	NOUN
dem-11733	42	91	for	for	ADP
dem-11733	42	92	different	different	ADJ
dem-11733	42	93	sampling	sampling	NOUN
dem-11733	42	94	rates	rate	NOUN
dem-11733	42	95	.	.	PUNCT
dem-11733	43	1	the	the	DET
dem-11733	43	2	last	last	ADJ
dem-11733	43	3	observation	observation	NOUN
dem-11733	43	4	results	result	NOUN
dem-11733	43	5	,	,	PUNCT
dem-11733	43	6	among	among	ADP
dem-11733	43	7	others	other	NOUN
dem-11733	43	8	,	,	PUNCT
dem-11733	43	9	from	from	ADP
dem-11733	43	10	the	the	DET
dem-11733	43	11	practice	practice	NOUN
dem-11733	43	12	of	of	ADP
dem-11733	43	13	freezing	freeze	VERB
dem-11733	43	14	the	the	DET
dem-11733	43	15	master	master	NOUN
dem-11733	43	16	production	production	NOUN
dem-11733	43	17	schedule	schedule	NOUN
dem-11733	43	18	,	,	PUNCT
dem-11733	43	19	the	the	DET
dem-11733	43	20	need	need	NOUN
dem-11733	43	21	of	of	ADP
dem-11733	43	22	long	long	ADJ
dem-11733	43	23	-	-	PUNCT
dem-11733	43	24	term	term	NOUN
dem-11733	43	25	optimization	optimization	NOUN
dem-11733	43	26	of	of	ADP
dem-11733	43	27	distribution	distribution	NOUN
dem-11733	43	28	networks	network	NOUN
dem-11733	43	29	,	,	PUNCT
dem-11733	43	30	capacity	capacity	NOUN
dem-11733	43	31	planning	planning	NOUN
dem-11733	43	32	or	or	CCONJ
dem-11733	43	33	long	long	ADJ
dem-11733	43	34	lead	lead	NOUN
dem-11733	43	35	times	time	NOUN
dem-11733	43	36	.	.	PUNCT
dem-11733	44	1	2	2	X
dem-11733	44	2	.	.	X
dem-11733	44	3	empirical	empirical	ADJ
dem-11733	44	4	verification	verification	NOUN
dem-11733	44	5	of	of	ADP
dem-11733	44	6	quantile	quantile	ADJ
dem-11733	44	7	forecasting	forecasting	NOUN
dem-11733	44	8	methodologies	methodology	NOUN
dem-11733	44	9	the	the	DET
dem-11733	44	10	dataset	dataset	NOUN
dem-11733	44	11	used	use	VERB
dem-11733	44	12	in	in	ADP
dem-11733	44	13	the	the	DET
dem-11733	44	14	study	study	NOUN
dem-11733	44	15	comprises	comprise	VERB
dem-11733	44	16	30	30	NUM
dem-11733	44	17	time	time	NOUN
dem-11733	44	18	series	series	NOUN
dem-11733	44	19	from	from	ADP
dem-11733	44	20	certain	certain	ADJ
dem-11733	44	21	publicly	publicly	ADV
dem-11733	44	22	available	available	ADJ
dem-11733	44	23	databases	database	NOUN
dem-11733	44	24	.	.	PUNCT
dem-11733	45	1	to	to	PART
dem-11733	45	2	simplify	simplify	VERB
dem-11733	45	3	matters	matter	NOUN
dem-11733	45	4	we	we	PRON
dem-11733	45	5	concentrate	concentrate	VERB
dem-11733	45	6	on	on	ADP
dem-11733	45	7	stationary	stationary	ADJ
dem-11733	45	8	and	and	CCONJ
dem-11733	45	9	trend	trend	NOUN
dem-11733	45	10	-	-	PUNCT
dem-11733	45	11	stationary	stationary	ADJ
dem-11733	45	12	series	series	NOUN
dem-11733	45	13	(	(	PUNCT
dem-11733	45	14	according	accord	VERB
dem-11733	45	15	to	to	ADP
dem-11733	45	16	the	the	DET
dem-11733	45	17	adf	adf	NOUN
dem-11733	45	18	tests	test	NOUN
dem-11733	45	19	with	with	ADP
dem-11733	45	20	lag	lag	NOUN
dem-11733	45	21	lengths	length	NOUN
dem-11733	45	22	chosen	choose	VERB
dem-11733	45	23	with	with	ADP
dem-11733	45	24	the	the	DET
dem-11733	45	25	aic	aic	PROPN
dem-11733	45	26	)	)	PUNCT
dem-11733	45	27	and	and	CCONJ
dem-11733	45	28	also	also	ADV
dem-11733	45	29	assume	assume	VERB
dem-11733	45	30	that	that	SCONJ
dem-11733	45	31	an	an	DET
dem-11733	45	32	examination	examination	NOUN
dem-11733	45	33	of	of	ADP
dem-11733	45	34	short	short	ADJ
dem-11733	45	35	time	time	NOUN
dem-11733	45	36	series	series	NOUN
dem-11733	45	37	may	may	AUX
dem-11733	45	38	constitute	constitute	VERB
dem-11733	45	39	an	an	DET
dem-11733	45	40	interesting	interesting	ADJ
dem-11733	45	41	addendum	addendum	NOUN
dem-11733	45	42	to	to	ADP
dem-11733	45	43	what	what	PRON
dem-11733	45	44	is	be	AUX
dem-11733	45	45	already	already	ADV
dem-11733	45	46	known	know	VERB
dem-11733	45	47	about	about	ADP
dem-11733	45	48	the	the	DET
dem-11733	45	49	relative	relative	ADJ
dem-11733	45	50	performance	performance	NOUN
dem-11733	45	51	of	of	ADP
dem-11733	45	52	different	different	ADJ
dem-11733	45	53	forecasting	forecasting	NOUN
dem-11733	45	54	methodologies	methodology	NOUN
dem-11733	45	55	.	.	PUNCT
dem-11733	46	1	the	the	DET
dem-11733	46	2	series	series	NOUN
dem-11733	46	3	are	be	AUX
dem-11733	46	4	presented	present	VERB
dem-11733	46	5	in	in	ADP
dem-11733	46	6	figure	figure	NOUN
dem-11733	46	7	1	1	NUM
dem-11733	46	8	,	,	PUNCT
dem-11733	46	9	whereas	whereas	SCONJ
dem-11733	46	10	below	below	ADV
dem-11733	46	11	we	we	PRON
dem-11733	46	12	provide	provide	VERB
dem-11733	46	13	a	a	DET
dem-11733	46	14	short	short	ADJ
dem-11733	46	15	description	description	NOUN
dem-11733	46	16	of	of	ADP
dem-11733	46	17	this	this	DET
dem-11733	46	18	dataset	dataset	NOUN
dem-11733	46	19	2	2	NUM
dem-11733	46	20	:	:	SYM
dem-11733	46	21	1	1	NUM
dem-11733	46	22	alternative	alternative	ADJ
dem-11733	46	23	measures	measure	NOUN
dem-11733	46	24	of	of	ADP
dem-11733	46	25	forecasting	forecasting	NOUN
dem-11733	46	26	performance	performance	NOUN
dem-11733	46	27	in	in	ADP
dem-11733	46	28	the	the	DET
dem-11733	46	29	inventory	inventory	NOUN
dem-11733	46	30	management	management	NOUN
dem-11733	46	31	context	context	NOUN
dem-11733	46	32	are	be	AUX
dem-11733	46	33	those	those	PRON
dem-11733	46	34	based	base	VERB
dem-11733	46	35	on	on	ADP
dem-11733	46	36	the	the	DET
dem-11733	46	37	concept	concept	NOUN
dem-11733	46	38	of	of	ADP
dem-11733	46	39	expected	expect	VERB
dem-11733	46	40	shortage	shortage	NOUN
dem-11733	46	41	.	.	PUNCT
dem-11733	47	1	however	however	ADV
dem-11733	47	2	,	,	PUNCT
dem-11733	47	3	as	as	SCONJ
dem-11733	47	4	the	the	DET
dem-11733	47	5	target	target	NOUN
dem-11733	47	6	here	here	ADV
dem-11733	47	7	is	be	AUX
dem-11733	47	8	on	on	ADP
dem-11733	47	9	quantile	quantile	ADJ
dem-11733	47	10	forecasting	forecasting	NOUN
dem-11733	47	11	,	,	PUNCT
dem-11733	47	12	we	we	PRON
dem-11733	47	13	concentrate	concentrate	VERB
dem-11733	47	14	exclusively	exclusively	ADV
dem-11733	47	15	on	on	ADP
dem-11733	47	16	the	the	DET
dem-11733	47	17	linlin	linlin	PROPN
dem-11733	47	18	loss	loss	PROPN
dem-11733	47	19	,	,	PUNCT
dem-11733	47	20	which	which	PRON
dem-11733	47	21	is	be	AUX
dem-11733	47	22	the	the	DET
dem-11733	47	23	loss	loss	NOUN
dem-11733	47	24	minimized	minimize	VERB
dem-11733	47	25	with	with	ADP
dem-11733	47	26	conditional	conditional	ADJ
dem-11733	47	27	quantiles	quantile	NOUN
dem-11733	47	28	–	–	PUNCT
dem-11733	47	29	see	see	VERB
dem-11733	47	30	gneiting	gneiting	NOUN
dem-11733	47	31	(	(	PUNCT
dem-11733	47	32	2011	2011	NUM
dem-11733	47	33	)	)	PUNCT
dem-11733	47	34	.	.	PUNCT
dem-11733	48	1	2	2	NUM
dem-11733	48	2	for	for	ADP
dem-11733	48	3	further	further	ADJ
dem-11733	48	4	information	information	NOUN
dem-11733	48	5	see	see	VERB
dem-11733	48	6	http://www.forecastingprinciples.com/index.php/data	http://www.forecastingprinciples.com/index.php/data	PROPN
dem-11733	48	7	and	and	CCONJ
dem-11733	48	8	https://cran.r-project.org/web/packages/bayesm/index.html	https://cran.r-project.org/web/packages/bayesm/index.html	PROPN
dem-11733	48	9	.	.	PUNCT
dem-11733	49	1	quantile	quantile	ADJ
dem-11733	49	2	forecasting	forecasting	NOUN
dem-11733	49	3	in	in	ADP
dem-11733	49	4	operational	operational	ADJ
dem-11733	49	5	planning	planning	NOUN
dem-11733	49	6	and	and	CCONJ
dem-11733	49	7	inventory	inventory	NOUN
dem-11733	49	8	management	management	NOUN
dem-11733	49	9	…	…	PUNCT
dem-11733	49	10	dynamic	dynamic	ADJ
dem-11733	49	11	econometric	econometric	ADJ
dem-11733	49	12	models	model	NOUN
dem-11733	49	13	16	16	NUM
dem-11733	49	14	(	(	PUNCT
dem-11733	49	15	2016	2016	NUM
dem-11733	49	16	)	)	PUNCT
dem-11733	49	17	5–20	5–20	PROPN
dem-11733	49	18	9	9	NUM
dem-11733	49	19			PROPN
dem-11733	49	20	x1	x1	PROPN
dem-11733	49	21	–	–	PUNCT
dem-11733	49	22	x14	x14	PROPN
dem-11733	49	23	–	–	PUNCT
dem-11733	49	24	time	time	NOUN
dem-11733	49	25	series	series	NOUN
dem-11733	49	26	from	from	ADP
dem-11733	49	27	the	the	DET
dem-11733	49	28	m3	m3	PROPN
dem-11733	49	29	forecast	forecast	NOUN
dem-11733	49	30	competition	competition	NOUN
dem-11733	49	31	(	(	PUNCT
dem-11733	49	32	category	category	NOUN
dem-11733	49	33	‘	'	PUNCT
dem-11733	49	34	other	other	ADJ
dem-11733	49	35	series	series	NOUN
dem-11733	49	36	’	'	PUNCT
dem-11733	49	37	)	)	PUNCT
dem-11733	50	1	‘	'	PUNCT
dem-11733	50	2	gas	gas	NOUN
dem-11733	50	3	sent	send	VERB
dem-11733	50	4	’	'	PUNCT
dem-11733	50	5	(	(	PUNCT
dem-11733	50	6	6	6	NUM
dem-11733	50	7	series	series	NOUN
dem-11733	50	8	)	)	PUNCT
dem-11733	50	9	and	and	CCONJ
dem-11733	50	10	‘	'	PUNCT
dem-11733	50	11	water	water	NOUN
dem-11733	50	12	demand	demand	NOUN
dem-11733	50	13	’	'	PUNCT
dem-11733	50	14	(	(	PUNCT
dem-11733	50	15	8	8	NUM
dem-11733	50	16	series	series	NOUN
dem-11733	50	17	)	)	PUNCT
dem-11733	50	18	,	,	PUNCT
dem-11733	50	19			NOUN
dem-11733	50	20	x15	x15	NUM
dem-11733	50	21	–	–	PUNCT
dem-11733	50	22	x23	x23	NUM
dem-11733	50	23	–	–	PUNCT
dem-11733	50	24	weekly	weekly	ADJ
dem-11733	50	25	data	datum	NOUN
dem-11733	50	26	on	on	ADP
dem-11733	50	27	slice	slice	NOUN
dem-11733	50	28	cheese	cheese	NOUN
dem-11733	50	29	sales	sale	NOUN
dem-11733	50	30	in	in	ADP
dem-11733	50	31	a	a	DET
dem-11733	50	32	supermarket	supermarket	NOUN
dem-11733	50	33	chain	chain	NOUN
dem-11733	50	34	in	in	ADP
dem-11733	50	35	the	the	DET
dem-11733	50	36	us	us	PROPN
dem-11733	50	37	from	from	ADP
dem-11733	50	38	the	the	DET
dem-11733	50	39	r	r	NOUN
dem-11733	50	40	toolbox	toolbox	NOUN
dem-11733	50	41	‘	'	PUNCT
dem-11733	50	42	bayesm	bayesm	NOUN
dem-11733	50	43	’	'	PUNCT
dem-11733	50	44	(	(	PUNCT
dem-11733	50	45	the	the	DET
dem-11733	50	46	longest	long	ADJ
dem-11733	50	47	point	point	NOUN
dem-11733	50	48	-	-	PUNCT
dem-11733	50	49	of	of	ADP
dem-11733	50	50	-	-	PUNCT
dem-11733	50	51	sale	sale	NOUN
dem-11733	50	52	data	datum	NOUN
dem-11733	50	53	of	of	ADP
dem-11733	50	54	length	length	NOUN
dem-11733	50	55	68	68	NUM
dem-11733	50	56	without	without	ADP
dem-11733	50	57	visible	visible	ADJ
dem-11733	50	58	promotional	promotional	ADJ
dem-11733	50	59	effects	effect	NOUN
dem-11733	50	60	were	be	AUX
dem-11733	50	61	chosen	choose	VERB
dem-11733	50	62	)	)	PUNCT
dem-11733	50	63	,	,	PUNCT
dem-11733	50	64			NOUN
dem-11733	50	65	x24	x24	NUM
dem-11733	50	66	–	–	PUNCT
dem-11733	50	67	x30	x30	NUM
dem-11733	50	68	–	–	PUNCT
dem-11733	50	69	time	time	NOUN
dem-11733	50	70	series	series	NOUN
dem-11733	50	71	from	from	ADP
dem-11733	50	72	the	the	DET
dem-11733	50	73	t	t	NOUN
dem-11733	50	74	-	-	PUNCT
dem-11733	50	75	competition	competition	NOUN
dem-11733	50	76	:	:	PUNCT
dem-11733	50	77	waste	waste	NOUN
dem-11733	50	78	water	water	NOUN
dem-11733	50	79	pipe	pipe	NOUN
dem-11733	50	80	data	datum	NOUN
dem-11733	50	81	(	(	PUNCT
dem-11733	50	82	4	4	NUM
dem-11733	50	83	weekly	weekly	ADJ
dem-11733	50	84	time	time	NOUN
dem-11733	50	85	series	series	PROPN
dem-11733	50	86	)	)	PUNCT
dem-11733	50	87	,	,	PUNCT
dem-11733	50	88	weekly	weekly	ADJ
dem-11733	50	89	train	train	NOUN
dem-11733	50	90	passengers	passenger	NOUN
dem-11733	50	91	in	in	ADP
dem-11733	50	92	switzerland	switzerland	PROPN
dem-11733	50	93	(	(	PUNCT
dem-11733	50	94	1	1	NUM
dem-11733	50	95	series	series	NOUN
dem-11733	50	96	)	)	PUNCT
dem-11733	50	97	and	and	CCONJ
dem-11733	50	98	2	2	NUM
dem-11733	50	99	monthly	monthly	ADJ
dem-11733	50	100	series	series	NOUN
dem-11733	50	101	:	:	PUNCT
dem-11733	50	102	aircraft	aircraft	NOUN
dem-11733	50	103	capacity	capacity	NOUN
dem-11733	50	104	utilization	utilization	NOUN
dem-11733	50	105	in	in	ADP
dem-11733	50	106	the	the	DET
dem-11733	50	107	us	us	PROPN
dem-11733	50	108	and	and	CCONJ
dem-11733	50	109	transborders	transborder	NOUN
dem-11733	50	110	-	-	PUNCT
dem-11733	50	111	rail	rail	VERB
dem-11733	50	112	us	us	PROPN
dem-11733	50	113	-	-	PUNCT
dem-11733	50	114	mex	mex	NOUN
dem-11733	50	115	.	.	PUNCT
dem-11733	51	1	all	all	DET
dem-11733	51	2	the	the	DET
dem-11733	51	3	series	series	NOUN
dem-11733	51	4	have	have	AUX
dem-11733	51	5	been	be	AUX
dem-11733	51	6	shortened	shorten	VERB
dem-11733	51	7	to	to	ADP
dem-11733	51	8	the	the	DET
dem-11733	51	9	length	length	NOUN
dem-11733	51	10	of	of	ADP
dem-11733	51	11	the	the	DET
dem-11733	51	12	shortest	short	ADJ
dem-11733	51	13	time	time	NOUN
dem-11733	51	14	series	series	NOUN
dem-11733	51	15	of	of	ADP
dem-11733	51	16	length	length	NOUN
dem-11733	51	17	68	68	NUM
dem-11733	51	18	.	.	PUNCT
dem-11733	52	1	then	then	ADV
dem-11733	52	2	observations	observation	NOUN
dem-11733	52	3	from	from	ADP
dem-11733	52	4	1	1	NUM
dem-11733	52	5	to	to	PART
dem-11733	52	6	64	64	NUM
dem-11733	52	7	were	be	AUX
dem-11733	52	8	used	use	VERB
dem-11733	52	9	to	to	PART
dem-11733	52	10	estimate	estimate	VERB
dem-11733	52	11	models	model	NOUN
dem-11733	52	12	utilized	utilize	VERB
dem-11733	52	13	to	to	PART
dem-11733	52	14	compute	compute	VERB
dem-11733	52	15	one	one	NUM
dem-11733	52	16	-	-	PUNCT
dem-11733	52	17	step	step	NOUN
dem-11733	52	18	ahead	ahead	ADV
dem-11733	52	19	quantile	quantile	PROPN
dem-11733	52	20	forecast	forecast	NOUN
dem-11733	52	21	in	in	ADP
dem-11733	52	22	the	the	DET
dem-11733	52	23	first	first	ADJ
dem-11733	52	24	step	step	NOUN
dem-11733	52	25	.	.	PUNCT
dem-11733	53	1	in	in	ADP
dem-11733	53	2	the	the	DET
dem-11733	53	3	next	next	ADJ
dem-11733	53	4	steps	step	NOUN
dem-11733	53	5	,	,	PUNCT
dem-11733	53	6	the	the	DET
dem-11733	53	7	samples	sample	NOUN
dem-11733	53	8	were	be	AUX
dem-11733	53	9	lengthen	lengthen	VERB
dem-11733	53	10	recursively	recursively	ADV
dem-11733	53	11	by	by	ADP
dem-11733	53	12	one	one	NUM
dem-11733	53	13	observation	observation	NOUN
dem-11733	53	14	and	and	CCONJ
dem-11733	53	15	all	all	DET
dem-11733	53	16	models	model	NOUN
dem-11733	53	17	were	be	AUX
dem-11733	53	18	re	re	VERB
dem-11733	53	19	-	-	VERB
dem-11733	53	20	estimated	estimate	VERB
dem-11733	53	21	and	and	CCONJ
dem-11733	53	22	used	use	VERB
dem-11733	53	23	to	to	PART
dem-11733	53	24	compute	compute	VERB
dem-11733	53	25	further	further	ADJ
dem-11733	53	26	one	one	NUM
dem-11733	53	27	-	-	PUNCT
dem-11733	53	28	step	step	NOUN
dem-11733	53	29	ahead	ahead	ADV
dem-11733	53	30	quantile	quantile	ADJ
dem-11733	53	31	predictions	prediction	NOUN
dem-11733	53	32	.	.	PUNCT
dem-11733	54	1	continuing	continue	VERB
dem-11733	54	2	in	in	ADP
dem-11733	54	3	this	this	DET
dem-11733	54	4	way	way	NOUN
dem-11733	54	5	,	,	PUNCT
dem-11733	54	6	4	4	NUM
dem-11733	54	7	forecast	forecast	NOUN
dem-11733	54	8	were	be	AUX
dem-11733	54	9	obtained	obtain	VERB
dem-11733	54	10	for	for	ADP
dem-11733	54	11	each	each	DET
dem-11733	54	12	time	time	NOUN
dem-11733	54	13	series	series	NOUN
dem-11733	54	14	and	and	CCONJ
dem-11733	54	15	each	each	DET
dem-11733	54	16	examined	examine	VERB
dem-11733	54	17	quantile	quantile	NOUN
dem-11733	54	18	3	3	NUM
dem-11733	54	19	.	.	PUNCT
dem-11733	55	1	the	the	DET
dem-11733	55	2	following	follow	VERB
dem-11733	55	3	methods	method	NOUN
dem-11733	55	4	were	be	AUX
dem-11733	55	5	compared	compare	VERB
dem-11733	55	6	:	:	PUNCT
dem-11733	55	7			PROPN
dem-11733	55	8	m1	m1	NOUN
dem-11733	55	9	–	–	PUNCT
dem-11733	55	10	a	a	DET
dem-11733	55	11	procedure	procedure	NOUN
dem-11733	55	12	refering	refer	VERB
dem-11733	55	13	to	to	ADP
dem-11733	55	14	the	the	DET
dem-11733	55	15	textbook	textbook	NOUN
dem-11733	55	16	formulas	formula	NOUN
dem-11733	55	17	(	(	PUNCT
dem-11733	55	18	5a)–(5b	5a)–(5b	NUM
dem-11733	55	19	)	)	PUNCT
dem-11733	55	20	,	,	PUNCT
dem-11733	55	21	based	base	VERB
dem-11733	55	22	on	on	ADP
dem-11733	55	23	a	a	DET
dem-11733	55	24	two	two	NUM
dem-11733	55	25	-	-	PUNCT
dem-11733	55	26	step	step	NOUN
dem-11733	55	27	approach	approach	NOUN
dem-11733	55	28	,	,	PUNCT
dem-11733	55	29	i.e.	i.e.	X
dem-11733	55	30	,	,	PUNCT
dem-11733	55	31	a	a	DET
dem-11733	55	32	quantile	quantile	ADJ
dem-11733	55	33	forecast	forecast	NOUN
dem-11733	55	34	is	be	AUX
dem-11733	55	35	given	give	VERB
dem-11733	55	36	as	as	SCONJ
dem-11733	55	37	etp	etp	PROPN
dem-11733	55	38	szy	szy	PROPN
dem-11733	55	39			PROPN
dem-11733	55	40			NOUN
dem-11733	55	41	,	,	PUNCT
dem-11733	55	42	where	where	SCONJ
dem-11733	55	43	tpy	tpy	NOUN
dem-11733	55	44	is	be	AUX
dem-11733	55	45	a	a	DET
dem-11733	55	46	forecast	forecast	NOUN
dem-11733	55	47	of	of	ADP
dem-11733	55	48	the	the	DET
dem-11733	55	49	conditional	conditional	ADJ
dem-11733	55	50	mean	mean	NOUN
dem-11733	55	51	and	and	CCONJ
dem-11733	55	52	es	es	NOUN
dem-11733	55	53	is	be	AUX
dem-11733	55	54	the	the	DET
dem-11733	55	55	in	in	ADP
dem-11733	55	56	-	-	PUNCT
dem-11733	55	57	sample	sample	NOUN
dem-11733	55	58	standard	standard	ADJ
dem-11733	55	59	error	error	NOUN
dem-11733	55	60	(	(	PUNCT
dem-11733	55	61	the	the	DET
dem-11733	55	62	equation	equation	NOUN
dem-11733	55	63	for	for	ADP
dem-11733	55	64	the	the	DET
dem-11733	55	65	conditional	conditional	ADJ
dem-11733	55	66	mean	mean	NOUN
dem-11733	55	67	is	be	AUX
dem-11733	55	68	estimated	estimate	VERB
dem-11733	55	69	by	by	ADP
dem-11733	55	70	ols	ol	NOUN
dem-11733	55	71	)	)	PUNCT
dem-11733	55	72	,	,	PUNCT
dem-11733	55	73			NOUN
dem-11733	55	74	m2	m2	PROPN
dem-11733	55	75	–	–	PUNCT
dem-11733	55	76	as	as	SCONJ
dem-11733	55	77	m1	m1	PROPN
dem-11733	55	78	but	but	CCONJ
dem-11733	55	79	in	in	ADP
dem-11733	55	80	the	the	DET
dem-11733	55	81	second	second	ADJ
dem-11733	55	82	step	step	NOUN
dem-11733	55	83	the	the	DET
dem-11733	55	84	mean	mean	ADJ
dem-11733	55	85	absolute	absolute	ADJ
dem-11733	55	86	deviation	deviation	NOUN
dem-11733	55	87	(	(	PUNCT
dem-11733	55	88	mad	mad	ADJ
dem-11733	55	89	)	)	PUNCT
dem-11733	55	90	is	be	AUX
dem-11733	55	91	used	use	VERB
dem-11733	55	92	,	,	PUNCT
dem-11733	55	93	i.e.	i.e.	X
dem-11733	55	94	,	,	PUNCT
dem-11733	55	95	the	the	DET
dem-11733	55	96	quantile	quantile	ADJ
dem-11733	55	97	forecast	forecast	NOUN
dem-11733	55	98	is	be	AUX
dem-11733	55	99	computed	compute	VERB
dem-11733	55	100	as	as	ADP
dem-11733	55	101	madzytp	madzytp	NOUN
dem-11733	55	102			ADJ
dem-11733	55	103			NOUN
dem-11733	55	104			PROPN
dem-11733	55	105	2	2	NUM
dem-11733	55	106	,	,	PUNCT
dem-11733	55	107			NOUN
dem-11733	55	108	m3	m3	PROPN
dem-11733	55	109	–	–	PUNCT
dem-11733	55	110	as	as	ADP
dem-11733	55	111	m1	m1	PROPN
dem-11733	55	112	but	but	CCONJ
dem-11733	55	113	with	with	ADP
dem-11733	55	114	a	a	DET
dem-11733	55	115	correction	correction	NOUN
dem-11733	55	116	of	of	ADP
dem-11733	55	117	the	the	DET
dem-11733	55	118	conditional	conditional	ADJ
dem-11733	55	119	mean	mean	NOUN
dem-11733	55	120	computed	compute	VERB
dem-11733	55	121	nonparametrically	nonparametrically	ADV
dem-11733	55	122	,	,	PUNCT
dem-11733	55	123	i.e.	i.e.	X
dem-11733	55	124	,	,	PUNCT
dem-11733	55	125	the	the	DET
dem-11733	55	126	forecast	forecast	NOUN
dem-11733	55	127	is	be	AUX
dem-11733	55	128	given	give	VERB
dem-11733	55	129	as	as	ADP
dem-11733	55	130	eytp	eytp	PROPN
dem-11733	55	131			NOUN
dem-11733	55	132	,	,	PUNCT
dem-11733	55	133	where	where	SCONJ
dem-11733	55	134	e	e	PROPN
dem-11733	55	135	denotes	denote	VERB
dem-11733	55	136	an	an	DET
dem-11733	55	137	estimate	estimate	NOUN
dem-11733	55	138	of	of	ADP
dem-11733	55	139	the	the	DET
dem-11733	55	140	-quantile	-quantile	NOUN
dem-11733	55	141	of	of	ADP
dem-11733	55	142	residuals	residual	NOUN
dem-11733	55	143	,	,	PUNCT
dem-11733	55	144	which	which	PRON
dem-11733	55	145	we	we	PRON
dem-11733	55	146	compute	compute	VERB
dem-11733	55	147	according	accord	VERB
dem-11733	55	148	to	to	ADP
dem-11733	55	149	the	the	DET
dem-11733	55	150	method	method	NOUN
dem-11733	55	151	implemented	implement	VERB
dem-11733	55	152	in	in	ADP
dem-11733	55	153	matlab	matlab	PROPN
dem-11733	55	154	ver	ver	PROPN
dem-11733	55	155	.	.	PUNCT
dem-11733	56	1	r2015a	r2015a	PROPN
dem-11733	56	2	,	,	PUNCT
dem-11733	56	3			PROPN
dem-11733	56	4	m4	m4	PROPN
dem-11733	56	5	–	–	PUNCT
dem-11733	56	6	a	a	DET
dem-11733	56	7	basic	basic	ADJ
dem-11733	56	8	sap	sap	PROPN
dem-11733	56	9	erp	erp	PROPN
dem-11733	56	10	approach	approach	NOUN
dem-11733	56	11	,	,	PUNCT
dem-11733	56	12	i.e.	i.e.	X
dem-11733	56	13	,	,	PUNCT
dem-11733	56	14	a	a	DET
dem-11733	56	15	quantile	quantile	ADJ
dem-11733	56	16	forecast	forecast	NOUN
dem-11733	56	17	is	be	AUX
dem-11733	56	18	given	give	VERB
dem-11733	56	19	as	as	ADP
dem-11733	56	20	madzytp	madzytp	NOUN
dem-11733	56	21			ADJ
dem-11733	56	22			NOUN
dem-11733	56	23			PROPN
dem-11733	56	24	2	2	NUM
dem-11733	56	25	but	but	CCONJ
dem-11733	56	26	the	the	DET
dem-11733	56	27	equation	equation	NOUN
dem-11733	56	28	for	for	ADP
dem-11733	56	29	tpy	tpy	NOUN
dem-11733	56	30	is	be	AUX
dem-11733	56	31	estimated	estimate	VERB
dem-11733	56	32	by	by	ADP
dem-11733	56	33	median	median	ADJ
dem-11733	56	34	regression	regression	NOUN
dem-11733	56	35	(	(	PUNCT
dem-11733	56	36	the	the	DET
dem-11733	56	37	least	least	ADV
dem-11733	56	38	absolute	absolute	ADJ
dem-11733	56	39	deviation	deviation	NOUN
dem-11733	56	40	–	–	PUNCT
dem-11733	56	41	lad	lad	ADJ
dem-11733	56	42	–	–	PUNCT
dem-11733	56	43	method	method	NOUN
dem-11733	56	44	)	)	PUNCT
dem-11733	56	45	,	,	PUNCT
dem-11733	56	46			NOUN
dem-11733	56	47	m5	m5	NOUN
dem-11733	56	48	–	–	PUNCT
dem-11733	56	49	median	median	ADJ
dem-11733	56	50	regression	regression	NOUN
dem-11733	56	51	combined	combine	VERB
dem-11733	56	52	with	with	ADP
dem-11733	56	53	the	the	DET
dem-11733	56	54	nonparametric	nonparametric	NOUN
dem-11733	56	55	estimation	estimation	NOUN
dem-11733	56	56	of	of	ADP
dem-11733	56	57	quantiles	quantile	NOUN
dem-11733	56	58	as	as	ADP
dem-11733	56	59	in	in	ADP
dem-11733	56	60	m3	m3	PROPN
dem-11733	56	61	,	,	PUNCT
dem-11733	56	62	3	3	NUM
dem-11733	56	63	considering	consider	VERB
dem-11733	56	64	a	a	DET
dem-11733	56	65	larger	large	ADJ
dem-11733	56	66	number	number	NOUN
dem-11733	56	67	of	of	ADP
dem-11733	56	68	forecasts	forecast	NOUN
dem-11733	56	69	(	(	PUNCT
dem-11733	56	70	and	and	CCONJ
dem-11733	56	71	shorter	short	ADJ
dem-11733	56	72	estimation	estimation	NOUN
dem-11733	56	73	samples	sample	NOUN
dem-11733	56	74	)	)	PUNCT
dem-11733	56	75	resulted	result	VERB
dem-11733	56	76	in	in	ADP
dem-11733	56	77	a	a	DET
dem-11733	56	78	poor	poor	ADJ
dem-11733	56	79	behavior	behavior	NOUN
dem-11733	56	80	of	of	ADP
dem-11733	56	81	the	the	DET
dem-11733	56	82	ml	ml	NOUN
dem-11733	56	83	estimates	estimate	NOUN
dem-11733	56	84	of	of	ADP
dem-11733	56	85	our	our	PRON
dem-11733	56	86	models	model	NOUN
dem-11733	56	87	.	.	PUNCT
dem-11733	57	1	joanna	joanna	PROPN
dem-11733	57	2	bruzda	bruzda	PROPN
dem-11733	57	3	dynamic	dynamic	ADJ
dem-11733	57	4	econometric	econometric	ADJ
dem-11733	57	5	models	model	NOUN
dem-11733	57	6	16	16	NUM
dem-11733	57	7	(	(	PUNCT
dem-11733	57	8	2016	2016	NUM
dem-11733	57	9	)	)	PUNCT
dem-11733	57	10	5–20	5–20	PROPN
dem-11733	57	11	10	10	NUM
dem-11733	57	12			PROPN
dem-11733	57	13	m6	m6	PROPN
dem-11733	57	14	–	–	PUNCT
dem-11733	57	15	(	(	PUNCT
dem-11733	57	16	partially	partially	ADV
dem-11733	57	17	iterated	iterate	VERB
dem-11733	57	18	)	)	PUNCT
dem-11733	57	19	weighted	weight	VERB
dem-11733	57	20	ols	ol	NOUN
dem-11733	57	21	,	,	PUNCT
dem-11733	57	22	in	in	ADP
dem-11733	57	23	which	which	PRON
dem-11733	57	24	an	an	DET
dem-11733	57	25	auxiliary	auxiliary	ADJ
dem-11733	57	26	regression	regression	NOUN
dem-11733	57	27	for	for	ADP
dem-11733	57	28	logarithms	logarithm	NOUN
dem-11733	57	29	of	of	ADP
dem-11733	57	30	squared	square	VERB
dem-11733	57	31	ols	ol	NOUN
dem-11733	57	32	residuals	residual	NOUN
dem-11733	57	33	regressed	regress	VERB
dem-11733	57	34	on	on	ADP
dem-11733	57	35	the	the	DET
dem-11733	57	36	same	same	ADJ
dem-11733	57	37	variables	variable	NOUN
dem-11733	57	38	as	as	ADP
dem-11733	57	39	in	in	ADP
dem-11733	57	40	the	the	DET
dem-11733	57	41	equation	equation	NOUN
dem-11733	57	42	for	for	ADP
dem-11733	57	43	the	the	DET
dem-11733	57	44	mean	mean	NOUN
dem-11733	57	45	is	be	AUX
dem-11733	57	46	estimated	estimate	VERB
dem-11733	57	47	,	,	PUNCT
dem-11733	57	48	which	which	PRON
dem-11733	57	49	gives	give	VERB
dem-11733	57	50	weights	weight	NOUN
dem-11733	57	51	for	for	ADP
dem-11733	57	52	an	an	DET
dem-11733	57	53	efficient	efficient	ADJ
dem-11733	57	54	estimation	estimation	NOUN
dem-11733	57	55	of	of	ADP
dem-11733	57	56	the	the	DET
dem-11733	57	57	equation	equation	NOUN
dem-11733	57	58	for	for	ADP
dem-11733	57	59	the	the	DET
dem-11733	57	60	mean	mean	NOUN
dem-11733	57	61	,	,	PUNCT
dem-11733	57	62	and	and	CCONJ
dem-11733	57	63	,	,	PUNCT
dem-11733	57	64	in	in	ADP
dem-11733	57	65	order	order	NOUN
dem-11733	57	66	to	to	PART
dem-11733	57	67	forecast	forecast	VERB
dem-11733	57	68	the	the	DET
dem-11733	57	69	variance	variance	NOUN
dem-11733	57	70	,	,	PUNCT
dem-11733	57	71	the	the	DET
dem-11733	57	72	auxiliary	auxiliary	ADJ
dem-11733	57	73	equation	equation	NOUN
dem-11733	57	74	is	be	AUX
dem-11733	57	75	re	re	VERB
dem-11733	57	76	-	-	VERB
dem-11733	57	77	estimated	estimate	VERB
dem-11733	57	78	on	on	ADP
dem-11733	57	79	residuals	residual	NOUN
dem-11733	57	80	obtained	obtain	VERB
dem-11733	57	81	through	through	ADP
dem-11733	57	82	the	the	DET
dem-11733	57	83	efficient	efficient	ADJ
dem-11733	57	84	estimation	estimation	NOUN
dem-11733	57	85	4	4	NUM
dem-11733	57	86	,	,	PUNCT
dem-11733	57	87			NOUN
dem-11733	57	88	m7	m7	NOUN
dem-11733	57	89	–	–	PUNCT
dem-11733	57	90	ml	ml	ADP
dem-11733	57	91	estimation	estimation	NOUN
dem-11733	57	92	applied	apply	VERB
dem-11733	57	93	to	to	ADP
dem-11733	57	94	the	the	DET
dem-11733	57	95	model	model	NOUN
dem-11733	57	96	specified	specify	VERB
dem-11733	57	97	in	in	ADP
dem-11733	57	98	m6	m6	PROPN
dem-11733	57	99	with	with	ADP
dem-11733	57	100	starting	start	VERB
dem-11733	57	101	values	value	NOUN
dem-11733	57	102	being	be	AUX
dem-11733	57	103	the	the	DET
dem-11733	57	104	(	(	PUNCT
dem-11733	57	105	appropriately	appropriately	ADV
dem-11733	57	106	modified	modify	VERB
dem-11733	57	107	)	)	PUNCT
dem-11733	57	108	estimates	estimate	NOUN
dem-11733	57	109	obtained	obtain	VERB
dem-11733	57	110	in	in	ADP
dem-11733	57	111	m6	m6	PROPN
dem-11733	57	112	,	,	PUNCT
dem-11733	57	113			NOUN
dem-11733	57	114	m8	m8	NOUN
dem-11733	57	115	–	–	PUNCT
dem-11733	57	116	quantile	quantile	ADJ
dem-11733	57	117	regression	regression	NOUN
dem-11733	57	118	(	(	PUNCT
dem-11733	57	119	see	see	VERB
dem-11733	57	120	koenker	koenker	NOUN
dem-11733	57	121	,	,	PUNCT
dem-11733	57	122	2005	2005	NUM
dem-11733	57	123	)	)	PUNCT
dem-11733	57	124	.	.	PUNCT
dem-11733	58	1	in	in	ADP
dem-11733	58	2	the	the	DET
dem-11733	58	3	procedures	procedure	NOUN
dem-11733	58	4	m1	m1	NOUN
dem-11733	58	5	–	–	PUNCT
dem-11733	58	6	m8	m8	NOUN
dem-11733	58	7	the	the	DET
dem-11733	58	8	equation	equation	NOUN
dem-11733	58	9	for	for	ADP
dem-11733	58	10	the	the	DET
dem-11733	58	11	mean	mean	ADJ
dem-11733	58	12	(	(	PUNCT
dem-11733	58	13	median	median	ADJ
dem-11733	58	14	,	,	PUNCT
dem-11733	58	15	quantile	quantile	NOUN
dem-11733	58	16	)	)	PUNCT
dem-11733	58	17	is	be	AUX
dem-11733	58	18	an	an	DET
dem-11733	58	19	autoregression	autoregression	NOUN
dem-11733	58	20	of	of	ADP
dem-11733	58	21	order	order	NOUN
dem-11733	58	22	p	p	X
dem-11733	58	23	(	(	PUNCT
dem-11733	58	24	50	50	NUM
dem-11733	58	25			NOUN
dem-11733	58	26	p	p	NOUN
dem-11733	58	27	)	)	PUNCT
dem-11733	58	28	with	with	ADP
dem-11733	58	29	a	a	DET
dem-11733	58	30	polynomial	polynomial	ADJ
dem-11733	58	31	trend	trend	NOUN
dem-11733	58	32	of	of	ADP
dem-11733	58	33	order	order	NOUN
dem-11733	58	34	s	s	X
dem-11733	58	35	(	(	PUNCT
dem-11733	58	36	20	20	NUM
dem-11733	58	37			PROPN
dem-11733	58	38	s	s	PART
dem-11733	58	39	)	)	PUNCT
dem-11733	58	40	,	,	PUNCT
dem-11733	58	41	where	where	SCONJ
dem-11733	58	42	the	the	DET
dem-11733	58	43	parameters	parameter	NOUN
dem-11733	58	44	p	p	NOUN
dem-11733	58	45	and	and	CCONJ
dem-11733	58	46	s	s	NOUN
dem-11733	58	47	are	be	AUX
dem-11733	58	48	set	set	VERB
dem-11733	58	49	automatically	automatically	ADV
dem-11733	58	50	with	with	ADP
dem-11733	58	51	the	the	DET
dem-11733	58	52	aicc	aicc	NOUN
dem-11733	58	53	criterion	criterion	NOUN
dem-11733	58	54	in	in	ADP
dem-11733	58	55	its	its	PRON
dem-11733	58	56	versions	version	NOUN
dem-11733	58	57	for	for	ADP
dem-11733	58	58	the	the	DET
dem-11733	58	59	ols	ol	NOUN
dem-11733	58	60	,	,	PUNCT
dem-11733	58	61	lad	lad	NOUN
dem-11733	58	62	and	and	CCONJ
dem-11733	58	63	quantile	quantile	ADJ
dem-11733	58	64	estimation	estimation	NOUN
dem-11733	58	65	,	,	PUNCT
dem-11733	58	66	respectively	respectively	ADV
dem-11733	58	67	.	.	PUNCT
dem-11733	59	1			PROPN
dem-11733	59	2	m9	m9	PROPN
dem-11733	59	3	–	–	PUNCT
dem-11733	59	4	the	the	DET
dem-11733	59	5	theta	theta	NOUN
dem-11733	59	6	method	method	NOUN
dem-11733	59	7	–	–	PUNCT
dem-11733	59	8	a	a	DET
dem-11733	59	9	modification	modification	NOUN
dem-11733	59	10	of	of	ADP
dem-11733	59	11	the	the	DET
dem-11733	59	12	exponential	exponential	ADJ
dem-11733	59	13	smoothing	smoothing	NOUN
dem-11733	59	14	which	which	PRON
dem-11733	59	15	was	be	AUX
dem-11733	59	16	very	very	ADV
dem-11733	59	17	successful	successful	ADJ
dem-11733	59	18	in	in	ADP
dem-11733	59	19	the	the	DET
dem-11733	59	20	m3	m3	PROPN
dem-11733	59	21	-	-	PUNCT
dem-11733	59	22	forecast	forecast	NOUN
dem-11733	59	23	competition	competition	NOUN
dem-11733	59	24	(	(	PUNCT
dem-11733	59	25	see	see	VERB
dem-11733	59	26	makridakis	makridakis	PROPN
dem-11733	59	27	and	and	CCONJ
dem-11733	59	28	hibon	hibon	NOUN
dem-11733	59	29	,	,	PUNCT
dem-11733	59	30	2000	2000	NUM
dem-11733	59	31	)	)	PUNCT
dem-11733	59	32	,	,	PUNCT
dem-11733	59	33	with	with	ADP
dem-11733	59	34	parameters	parameter	NOUN
dem-11733	59	35	estimated	estimate	VERB
dem-11733	59	36	here	here	ADV
dem-11733	59	37	with	with	ADP
dem-11733	59	38	lad	lad	NOUN
dem-11733	59	39	under	under	ADP
dem-11733	59	40	the	the	DET
dem-11733	59	41	initial	initial	ADJ
dem-11733	59	42	state	state	NOUN
dem-11733	59	43	set	set	VERB
dem-11733	59	44	to	to	ADP
dem-11733	59	45	the	the	DET
dem-11733	59	46	first	first	ADJ
dem-11733	59	47	observation	observation	NOUN
dem-11733	59	48	in	in	ADP
dem-11733	59	49	the	the	DET
dem-11733	59	50	sample	sample	NOUN
dem-11733	59	51	and	and	CCONJ
dem-11733	59	52	the	the	DET
dem-11733	59	53	starting	start	VERB
dem-11733	59	54	values	value	NOUN
dem-11733	59	55	:	:	PUNCT
dem-11733	59	56	)	)	PUNCT
dem-11733	59	57	1,0(~u	1,0(~u	PROPN
dem-11733	59	58	and	and	CCONJ
dem-11733	59	59	0drift	0drift	NUM
dem-11733	59	60	;	;	PUNCT
dem-11733	59	61	20	20	NUM
dem-11733	59	62	randomizations	randomization	NOUN
dem-11733	59	63	for	for	ADP
dem-11733	59	64			NOUN
dem-11733	59	65	were	be	AUX
dem-11733	59	66	assumed	assume	VERB
dem-11733	59	67	;	;	PUNCT
dem-11733	59	68	the	the	DET
dem-11733	59	69	quantile	quantile	ADJ
dem-11733	59	70	forecast	forecast	NOUN
dem-11733	59	71	is	be	AUX
dem-11733	59	72	then	then	ADV
dem-11733	59	73	computed	compute	VERB
dem-11733	59	74	as	as	ADP
dem-11733	59	75	in	in	ADP
dem-11733	59	76	m4	m4	PROPN
dem-11733	59	77	,	,	PUNCT
dem-11733	59	78			PROPN
dem-11733	59	79	m10	m10	NUM
dem-11733	59	80	–	–	PUNCT
dem-11733	59	81	the	the	DET
dem-11733	59	82	theta	theta	NOUN
dem-11733	59	83	model	model	NOUN
dem-11733	59	84	estimated	estimate	VERB
dem-11733	59	85	as	as	ADP
dem-11733	59	86	in	in	ADP
dem-11733	59	87	m9	m9	PROPN
dem-11733	59	88	combined	combine	VERB
dem-11733	59	89	with	with	ADP
dem-11733	59	90	smoothing	smooth	VERB
dem-11733	59	91	mad	mad	ADJ
dem-11733	59	92	as	as	ADP
dem-11733	59	93	in	in	ADP
dem-11733	59	94	the	the	DET
dem-11733	59	95	sap	sap	PROPN
dem-11733	59	96	erp	erp	PROPN
dem-11733	59	97	system	system	NOUN
dem-11733	59	98	under	under	ADP
dem-11733	59	99	the	the	DET
dem-11733	59	100	default	default	NOUN
dem-11733	59	101	value	value	NOUN
dem-11733	59	102	of	of	ADP
dem-11733	59	103	the	the	DET
dem-11733	59	104	smoothing	smooth	VERB
dem-11733	59	105	constant	constant	ADJ
dem-11733	59	106			NUM
dem-11733	59	107	,	,	PUNCT
dem-11733	59	108	i.e.	i.e.	X
dem-11733	59	109	,	,	PUNCT
dem-11733	59	110			NOUN
dem-11733	59	111	–	–	PUNCT
dem-11733	59	112	the	the	DET
dem-11733	59	113	parameter	parameter	NOUN
dem-11733	59	114	standing	stand	VERB
dem-11733	59	115	by	by	ADP
dem-11733	59	116	the	the	DET
dem-11733	59	117	absolute	absolute	ADJ
dem-11733	59	118	value	value	NOUN
dem-11733	59	119	of	of	ADP
dem-11733	59	120	the	the	DET
dem-11733	59	121	last	last	ADJ
dem-11733	59	122	forecast	forecast	NOUN
dem-11733	59	123	error	error	NOUN
dem-11733	59	124	–	–	PUNCT
dem-11733	59	125	is	be	AUX
dem-11733	59	126	set	set	VERB
dem-11733	59	127	to	to	ADP
dem-11733	59	128	0.3	0.3	NUM
dem-11733	59	129	,	,	PUNCT
dem-11733	59	130			NOUN
dem-11733	59	131	m11	m11	NOUN
dem-11733	59	132	–	–	PUNCT
dem-11733	59	133	the	the	DET
dem-11733	59	134	theta	theta	NOUN
dem-11733	59	135	method	method	NOUN
dem-11733	59	136	with	with	ADP
dem-11733	59	137	smoothing	smooth	VERB
dem-11733	59	138	mad	mad	ADJ
dem-11733	59	139	and	and	CCONJ
dem-11733	59	140	all	all	DET
dem-11733	59	141	parameters	parameter	NOUN
dem-11733	59	142	(	(	PUNCT
dem-11733	59	143			NOUN
dem-11733	59	144	,	,	PUNCT
dem-11733	59	145	and	and	NUM
dem-11733	59	146	the	the	DET
dem-11733	59	147	drift	drift	NOUN
dem-11733	59	148	terms	term	NOUN
dem-11733	59	149	)	)	PUNCT
dem-11733	59	150	estimated	estimate	VERB
dem-11733	59	151	by	by	ADP
dem-11733	59	152	quantile	quantile	ADJ
dem-11733	59	153	regression	regression	NOUN
dem-11733	59	154	;	;	PUNCT
dem-11733	59	155	the	the	DET
dem-11733	59	156	quantile	quantile	NOUN
dem-11733	59	157	forecasts	forecast	NOUN
dem-11733	59	158	are	be	AUX
dem-11733	59	159	computed	compute	VERB
dem-11733	59	160	via	via	ADP
dem-11733	59	161	the	the	DET
dem-11733	59	162	following	follow	VERB
dem-11733	59	163	equation	equation	NOUN
dem-11733	59	164	5	5	NUM
dem-11733	59	165	:	:	PUNCT
dem-11733	59	166			ADJ
dem-11733	59	167	,)ˆ1(ˆˆˆ)ˆ1(ˆˆ	,)ˆ1(ˆˆˆ)ˆ1(ˆˆ	NOUN
dem-11733	59	168	1102110	1102110	NUM
dem-11733	59	169			PROPN
dem-11733	59	170			NOUN
dem-11733	59	171	tttttp	tttttp	PROPN
dem-11733	59	172	maduzyyy	maduzyyy	NOUN
dem-11733	59	173			PROPN
dem-11733	59	174			NOUN
dem-11733	59	175			ADJ
dem-11733	59	176	with	with	SCONJ
dem-11733	59	177	4	4	NUM
dem-11733	59	178	such	such	DET
dem-11733	59	179	an	an	DET
dem-11733	59	180	approach	approach	NOUN
dem-11733	59	181	produced	produce	VERB
dem-11733	59	182	better	well	ADJ
dem-11733	59	183	forecasts	forecast	NOUN
dem-11733	59	184	on	on	ADP
dem-11733	59	185	average	average	ADJ
dem-11733	59	186	(	(	PUNCT
dem-11733	59	187	in	in	ADP
dem-11733	59	188	terms	term	NOUN
dem-11733	59	189	of	of	ADP
dem-11733	59	190	ratios	ratio	NOUN
dem-11733	59	191	of	of	ADP
dem-11733	59	192	the	the	DET
dem-11733	59	193	relative	relative	ADJ
dem-11733	59	194	linlin	linlin	PROPN
dem-11733	59	195	loss	loss	PROPN
dem-11733	59	196	)	)	PUNCT
dem-11733	59	197	than	than	ADP
dem-11733	59	198	a	a	DET
dem-11733	59	199	procedure	procedure	NOUN
dem-11733	59	200	based	base	VERB
dem-11733	59	201	on	on	ADP
dem-11733	59	202	weighted	weight	VERB
dem-11733	59	203	ols	ol	NOUN
dem-11733	59	204	without	without	ADP
dem-11733	59	205	the	the	DET
dem-11733	59	206	re	re	NOUN
dem-11733	59	207	-	-	NOUN
dem-11733	59	208	estimation	estimation	NOUN
dem-11733	59	209	of	of	ADP
dem-11733	59	210	the	the	DET
dem-11733	59	211	auxiliary	auxiliary	ADJ
dem-11733	59	212	equation	equation	NOUN
dem-11733	59	213	.	.	PUNCT
dem-11733	60	1	in	in	ADP
dem-11733	60	2	both	both	PRON
dem-11733	60	3	of	of	ADP
dem-11733	60	4	these	these	DET
dem-11733	60	5	procedures	procedure	NOUN
dem-11733	60	6	,	,	PUNCT
dem-11733	60	7	to	to	PART
dem-11733	60	8	measure	measure	VERB
dem-11733	60	9	volatility	volatility	NOUN
dem-11733	60	10	the	the	DET
dem-11733	60	11	standard	standard	ADJ
dem-11733	60	12	deviation	deviation	NOUN
dem-11733	60	13	is	be	AUX
dem-11733	60	14	used	use	VERB
dem-11733	60	15	,	,	PUNCT
dem-11733	60	16	thus	thus	ADV
dem-11733	60	17	the	the	DET
dem-11733	60	18	formula	formula	NOUN
dem-11733	60	19	for	for	ADP
dem-11733	60	20	quantile	quantile	ADJ
dem-11733	60	21	forecasting	forecasting	NOUN
dem-11733	60	22	given	give	VERB
dem-11733	60	23	in	in	ADP
dem-11733	60	24	m1	m1	PROPN
dem-11733	60	25	is	be	AUX
dem-11733	60	26	applied	apply	VERB
dem-11733	60	27	,	,	PUNCT
dem-11733	60	28	but	but	CCONJ
dem-11733	60	29	this	this	DET
dem-11733	60	30	time	time	NOUN
dem-11733	60	31	the	the	DET
dem-11733	60	32	standard	standard	ADJ
dem-11733	60	33	deviation	deviation	NOUN
dem-11733	60	34	is	be	AUX
dem-11733	60	35	forecasted	forecast	VERB
dem-11733	60	36	.	.	PUNCT
dem-11733	61	1	5	5	NUM
dem-11733	61	2	this	this	DET
dem-11733	61	3	specification	specification	NOUN
dem-11733	61	4	provided	provide	VERB
dem-11733	61	5	lower	low	ADJ
dem-11733	61	6	values	value	NOUN
dem-11733	61	7	of	of	ADP
dem-11733	61	8	the	the	DET
dem-11733	61	9	relative	relative	ADJ
dem-11733	61	10	linlin	linlin	PROPN
dem-11733	61	11	loss	loss	NOUN
dem-11733	61	12	as	as	SCONJ
dem-11733	61	13	compared	compare	VERB
dem-11733	61	14	with	with	ADP
dem-11733	61	15	an	an	DET
dem-11733	61	16	equation	equation	NOUN
dem-11733	61	17	without	without	ADP
dem-11733	61	18	the	the	DET
dem-11733	61	19	parameter	parameter	NOUN
dem-11733	61	20	0	0	NOUN
dem-11733	61	21	(	(	PUNCT
dem-11733	61	22	except	except	SCONJ
dem-11733	61	23	for	for	ADP
dem-11733	61	24			NOUN
dem-11733	61	25	=	=	NOUN
dem-11733	61	26	0.25	0.25	NUM
dem-11733	61	27	and	and	CCONJ
dem-11733	61	28	both	both	DET
dem-11733	61	29	modelling	model	VERB
dem-11733	61	30	levels	level	NOUN
dem-11733	61	31	and	and	CCONJ
dem-11733	61	32	modelling	model	VERB
dem-11733	61	33	logarithms	logarithm	NOUN
dem-11733	61	34	)	)	PUNCT
dem-11733	61	35	quantile	quantile	NOUN
dem-11733	61	36	forecasting	forecasting	NOUN
dem-11733	61	37	in	in	ADP
dem-11733	61	38	operational	operational	ADJ
dem-11733	61	39	planning	planning	NOUN
dem-11733	61	40	and	and	CCONJ
dem-11733	61	41	inventory	inventory	NOUN
dem-11733	61	42	management	management	NOUN
dem-11733	61	43	…	…	PUNCT
dem-11733	61	44	dynamic	dynamic	ADJ
dem-11733	61	45	econometric	econometric	ADJ
dem-11733	61	46	models	model	NOUN
dem-11733	61	47	16	16	NUM
dem-11733	61	48	(	(	PUNCT
dem-11733	61	49	2016	2016	NUM
dem-11733	61	50	)	)	PUNCT
dem-11733	61	51	5–20	5–20	PROPN
dem-11733	61	52	11	11	NUM
dem-11733	61	53	;	;	PUNCT
dem-11733	61	54	0,ˆ,ˆ	0,ˆ,ˆ	NUM
dem-11733	61	55	,	,	PUNCT
dem-11733	61	56	)	)	PUNCT
dem-11733	61	57	ˆ1(ˆˆ	ˆ1(ˆˆ	NOUN
dem-11733	61	58	,	,	PUNCT
dem-11733	61	59	ˆ)ˆ1(ˆˆˆ	ˆ)ˆ1(ˆˆˆ	VERB
dem-11733	61	60	111	111	NUM
dem-11733	61	61	110	110	NUM
dem-11733	61	62	110	110	NUM
dem-11733	61	63			PROPN
dem-11733	61	64			PROPN
dem-11733	61	65			PROPN
dem-11733	61	66			SYM
dem-11733	61	67			PROPN
dem-11733	61	68	madyyyyu	madyyyyu	NOUN
dem-11733	61	69	madumad	madumad	PROPN
dem-11733	61	70	yyy	yyy	PROPN
dem-11733	61	71	ttt	ttt	PROPN
dem-11733	61	72	ttt	ttt	PROPN
dem-11733	61	73	ttt	ttt	PROPN
dem-11733	61	74			NOUN
dem-11733	61	75			ADP
dem-11733	61	76	the	the	DET
dem-11733	61	77	starting	start	VERB
dem-11733	61	78	values	value	NOUN
dem-11733	61	79	of	of	ADP
dem-11733	61	80	the	the	DET
dem-11733	61	81	smoothing	smoothing	NOUN
dem-11733	61	82	constants	constant	NOUN
dem-11733	61	83	were	be	AUX
dem-11733	61	84	from	from	ADP
dem-11733	61	85	the	the	DET
dem-11733	61	86	)	)	PUNCT
dem-11733	61	87	1,0(u	1,0(u	NUM
dem-11733	61	88	distribution	distribution	NOUN
dem-11733	61	89	(	(	PUNCT
dem-11733	61	90	20	20	NUM
dem-11733	61	91	randomizations	randomization	NOUN
dem-11733	61	92	were	be	AUX
dem-11733	61	93	assumed	assume	VERB
dem-11733	61	94	)	)	PUNCT
dem-11733	61	95	,	,	PUNCT
dem-11733	61	96	while	while	SCONJ
dem-11733	61	97	the	the	DET
dem-11733	61	98	starting	start	VERB
dem-11733	61	99	values	value	NOUN
dem-11733	61	100	of	of	ADP
dem-11733	61	101	the	the	DET
dem-11733	61	102	drift	drift	NOUN
dem-11733	61	103	terms	term	NOUN
dem-11733	61	104	were	be	AUX
dem-11733	61	105	set	set	VERB
dem-11733	61	106	to	to	ADP
dem-11733	61	107	0	0	NUM
dem-11733	61	108	,	,	PUNCT
dem-11733	61	109			NOUN
dem-11733	61	110	m12	m12	NOUN
dem-11733	61	111	–	–	PUNCT
dem-11733	61	112	m22	m22	PROPN
dem-11733	61	113	–	–	PUNCT
dem-11733	61	114	these	these	PRON
dem-11733	61	115	are	be	AUX
dem-11733	61	116	m1	m1	NOUN
dem-11733	61	117	–	–	PUNCT
dem-11733	61	118	m11	m11	NOUN
dem-11733	61	119	,	,	PUNCT
dem-11733	61	120	respectively	respectively	ADV
dem-11733	61	121	,	,	PUNCT
dem-11733	61	122	but	but	CCONJ
dem-11733	61	123	applied	apply	VERB
dem-11733	61	124	to	to	ADP
dem-11733	61	125	logarithms	logarithm	NOUN
dem-11733	61	126	of	of	ADP
dem-11733	61	127	the	the	DET
dem-11733	61	128	data	datum	NOUN
dem-11733	61	129	,	,	PUNCT
dem-11733	61	130			NOUN
dem-11733	61	131	m23	m23	X
dem-11733	61	132	–	–	PUNCT
dem-11733	61	133	m26	m26	NOUN
dem-11733	61	134	–	–	PUNCT
dem-11733	61	135	the	the	DET
dem-11733	61	136	basic	basic	ADJ
dem-11733	61	137	bootstrap	bootstrap	NOUN
dem-11733	61	138	method	method	NOUN
dem-11733	61	139	as	as	SCONJ
dem-11733	61	140	presented	present	VERB
dem-11733	61	141	by	by	ADP
dem-11733	61	142	clements	clements	PROPN
dem-11733	61	143	(	(	PUNCT
dem-11733	61	144	2005	2005	NUM
dem-11733	61	145	)	)	PUNCT
dem-11733	61	146	,	,	PUNCT
dem-11733	61	147	§	§	PROPN
dem-11733	61	148	4.2.3	4.2.3	NUM
dem-11733	61	149	,	,	PUNCT
dem-11733	61	150	based	base	VERB
dem-11733	61	151	on	on	ADP
dem-11733	61	152	his	his	PRON
dem-11733	61	153	formula	formula	NOUN
dem-11733	61	154	(	(	PUNCT
dem-11733	61	155	4.9	4.9	NUM
dem-11733	61	156	)	)	PUNCT
dem-11733	61	157	and	and	CCONJ
dem-11733	61	158	the	the	DET
dem-11733	61	159	percentile	percentile	ADJ
dem-11733	61	160	method	method	NOUN
dem-11733	61	161	of	of	ADP
dem-11733	61	162	efron	efron	PROPN
dem-11733	61	163	(	(	PUNCT
dem-11733	61	164	see	see	VERB
dem-11733	61	165	the	the	DET
dem-11733	61	166	formula	formula	NOUN
dem-11733	61	167	(	(	PUNCT
dem-11733	61	168	4.4	4.4	NUM
dem-11733	61	169	)	)	PUNCT
dem-11733	61	170	in	in	ADP
dem-11733	61	171	clements	clements	PROPN
dem-11733	61	172	,	,	PUNCT
dem-11733	61	173	2005	2005	NUM
dem-11733	61	174	)	)	PUNCT
dem-11733	61	175	,	,	PUNCT
dem-11733	61	176	without	without	ADP
dem-11733	61	177	bias	bias	NOUN
dem-11733	61	178	correction	correction	NOUN
dem-11733	61	179	;	;	PUNCT
dem-11733	61	180	m23	m23	PROPN
dem-11733	61	181	and	and	CCONJ
dem-11733	61	182	m24	m24	PROPN
dem-11733	61	183	are	be	AUX
dem-11733	61	184	performed	perform	VERB
dem-11733	61	185	on	on	ADP
dem-11733	61	186	levels	level	NOUN
dem-11733	61	187	,	,	PUNCT
dem-11733	61	188	while	while	SCONJ
dem-11733	61	189	m25	m25	NOUN
dem-11733	61	190	and	and	CCONJ
dem-11733	61	191	m26	m26	NOUN
dem-11733	61	192	–	–	PUNCT
dem-11733	61	193	on	on	ADP
dem-11733	61	194	logarithms	logarithm	NOUN
dem-11733	61	195	of	of	ADP
dem-11733	61	196	the	the	DET
dem-11733	61	197	data	datum	NOUN
dem-11733	61	198	;	;	PUNCT
dem-11733	61	199	in	in	ADP
dem-11733	61	200	order	order	NOUN
dem-11733	61	201	to	to	PART
dem-11733	61	202	better	well	ADV
dem-11733	61	203	account	account	VERB
dem-11733	61	204	for	for	ADP
dem-11733	61	205	estimation	estimation	NOUN
dem-11733	61	206	errors	error	NOUN
dem-11733	61	207	,	,	PUNCT
dem-11733	61	208	in	in	ADP
dem-11733	61	209	m23	m23	NOUN
dem-11733	61	210	and	and	CCONJ
dem-11733	61	211	m25	m25	VERB
dem-11733	61	212	the	the	DET
dem-11733	61	213	residuals	residual	NOUN
dem-11733	61	214	from	from	ADP
dem-11733	61	215	the	the	DET
dem-11733	61	216	ols	ol	NOUN
dem-11733	61	217	estimation	estimation	NOUN
dem-11733	61	218	of	of	ADP
dem-11733	61	219	autoregressive	autoregressive	ADJ
dem-11733	61	220	models	model	NOUN
dem-11733	61	221	with	with	ADP
dem-11733	61	222	trend	trend	NOUN
dem-11733	61	223	functions	function	NOUN
dem-11733	61	224	(	(	PUNCT
dem-11733	61	225	as	as	SCONJ
dem-11733	61	226	chosen	choose	VERB
dem-11733	61	227	in	in	ADP
dem-11733	61	228	m1	m1	PROPN
dem-11733	61	229	)	)	PUNCT
dem-11733	61	230	are	be	AUX
dem-11733	61	231	resampled	resample	VERB
dem-11733	61	232	according	accord	VERB
dem-11733	61	233	to	to	ADP
dem-11733	61	234	the	the	DET
dem-11733	61	235	overlapping	overlap	VERB
dem-11733	61	236	block	block	NOUN
dem-11733	61	237	method	method	NOUN
dem-11733	61	238	with	with	ADP
dem-11733	61	239	block	block	NOUN
dem-11733	61	240	length	length	NOUN
dem-11733	61	241	set	set	VERB
dem-11733	61	242	to	to	ADP
dem-11733	61	243	10	10	NUM
dem-11733	61	244	,	,	PUNCT
dem-11733	61	245	whereas	whereas	SCONJ
dem-11733	61	246	in	in	ADP
dem-11733	61	247	m24	m24	PROPN
dem-11733	61	248	and	and	CCONJ
dem-11733	61	249	m26	m26	PROPN
dem-11733	61	250	a	a	DET
dem-11733	61	251	simple	simple	ADJ
dem-11733	61	252	resampling	resampling	NOUN
dem-11733	61	253	is	be	AUX
dem-11733	61	254	used	use	VERB
dem-11733	61	255	,	,	PUNCT
dem-11733	61	256	i.e.	i.e.	X
dem-11733	61	257	,	,	PUNCT
dem-11733	61	258	the	the	DET
dem-11733	61	259	block	block	NOUN
dem-11733	61	260	length	length	NOUN
dem-11733	61	261	is	be	AUX
dem-11733	61	262	set	set	VERB
dem-11733	61	263	to	to	ADP
dem-11733	61	264	1	1	NUM
dem-11733	61	265	;	;	PUNCT
dem-11733	61	266	the	the	DET
dem-11733	61	267	number	number	NOUN
dem-11733	61	268	of	of	ADP
dem-11733	61	269	bootstrap	bootstrap	NOUN
dem-11733	61	270	replication	replication	NOUN
dem-11733	61	271	is	be	AUX
dem-11733	61	272	set	set	VERB
dem-11733	61	273	to	to	ADP
dem-11733	61	274	250	250	NUM
dem-11733	61	275	6	6	NUM
dem-11733	61	276	.	.	PUNCT
dem-11733	62	1	all	all	DET
dem-11733	62	2	computations	computation	NOUN
dem-11733	62	3	were	be	AUX
dem-11733	62	4	performer	performer	NOUN
dem-11733	62	5	in	in	ADP
dem-11733	62	6	matlab	matlab	PROPN
dem-11733	62	7	ver	ver	PROPN
dem-11733	62	8	.	.	PUNCT
dem-11733	63	1	2015a	2015a	NOUN
dem-11733	63	2	endowed	endow	VERB
dem-11733	63	3	with	with	ADP
dem-11733	63	4	the	the	DET
dem-11733	63	5	newest	new	ADJ
dem-11733	63	6	versions	version	NOUN
dem-11733	63	7	of	of	ADP
dem-11733	63	8	the	the	DET
dem-11733	63	9	optimization	optimization	NOUN
dem-11733	63	10	and	and	CCONJ
dem-11733	63	11	statistics	statistic	NOUN
dem-11733	63	12	toolboxes	toolbox	NOUN
dem-11733	63	13	,	,	PUNCT
dem-11733	63	14	thus	thus	ADV
dem-11733	63	15	they	they	PRON
dem-11733	63	16	relied	rely	VERB
dem-11733	63	17	on	on	ADP
dem-11733	63	18	many	many	ADJ
dem-11733	63	19	procedures	procedure	NOUN
dem-11733	63	20	implemented	implement	VERB
dem-11733	63	21	in	in	ADP
dem-11733	63	22	these	these	DET
dem-11733	63	23	packages	package	NOUN
dem-11733	63	24	,	,	PUNCT
dem-11733	63	25	including	include	VERB
dem-11733	63	26	the	the	DET
dem-11733	63	27	nonparametric	nonparametric	NOUN
dem-11733	63	28	quantile	quantile	NOUN
dem-11733	63	29	estimation	estimation	NOUN
dem-11733	63	30	by	by	ADP
dem-11733	63	31	the	the	DET
dem-11733	63	32	function	function	NOUN
dem-11733	63	33	‘	'	PUNCT
dem-11733	63	34	quantile	quantile	NOUN
dem-11733	63	35	’	'	PUNCT
dem-11733	63	36	.	.	PUNCT
dem-11733	64	1	it	it	PRON
dem-11733	64	2	is	be	AUX
dem-11733	64	3	worth	worth	ADJ
dem-11733	64	4	noticing	notice	VERB
dem-11733	64	5	that	that	SCONJ
dem-11733	64	6	among	among	ADP
dem-11733	64	7	the	the	DET
dem-11733	64	8	different	different	ADJ
dem-11733	64	9	forecasting	forecasting	NOUN
dem-11733	64	10	procedures	procedure	NOUN
dem-11733	64	11	are	be	AUX
dem-11733	64	12	4	4	NUM
dem-11733	64	13	methods	method	NOUN
dem-11733	64	14	assuming	assume	VERB
dem-11733	64	15	the	the	DET
dem-11733	64	16	use	use	NOUN
dem-11733	64	17	of	of	ADP
dem-11733	64	18	the	the	DET
dem-11733	64	19	linlin	linlin	PROPN
dem-11733	64	20	loss	loss	NOUN
dem-11733	64	21	function	function	NOUN
dem-11733	64	22	for	for	ADP
dem-11733	64	23	estimation	estimation	NOUN
dem-11733	64	24	purposes	purpose	NOUN
dem-11733	64	25	,	,	PUNCT
dem-11733	64	26	i.e.	i.e.	X
dem-11733	64	27	,	,	PUNCT
dem-11733	64	28	based	base	VERB
dem-11733	64	29	on	on	ADP
dem-11733	64	30	quantile	quantile	ADJ
dem-11733	64	31	regression	regression	NOUN
dem-11733	64	32	(	(	PUNCT
dem-11733	64	33	m8	m8	NOUN
dem-11733	64	34	,	,	PUNCT
dem-11733	64	35	m11	m11	NOUN
dem-11733	64	36	,	,	PUNCT
dem-11733	64	37	m19	m19	PROPN
dem-11733	64	38	,	,	PUNCT
dem-11733	64	39	m22	m22	PROPN
dem-11733	64	40	)	)	PUNCT
dem-11733	64	41	.	.	PUNCT
dem-11733	65	1	in	in	ADP
dem-11733	65	2	the	the	DET
dem-11733	65	3	case	case	NOUN
dem-11733	65	4	of	of	ADP
dem-11733	65	5	the	the	DET
dem-11733	65	6	linear	linear	ADJ
dem-11733	65	7	and	and	CCONJ
dem-11733	65	8	linearized	linearized	ADJ
dem-11733	65	9	models	model	NOUN
dem-11733	65	10	(	(	PUNCT
dem-11733	65	11	m8	m8	PROPN
dem-11733	65	12	,	,	PUNCT
dem-11733	65	13	m19	m19	PROPN
dem-11733	65	14	)	)	PUNCT
dem-11733	65	15	the	the	DET
dem-11733	65	16	estimation	estimation	NOUN
dem-11733	65	17	relied	rely	VERB
dem-11733	65	18	on	on	ADP
dem-11733	65	19	linear	linear	ADJ
dem-11733	65	20	programming	programming	NOUN
dem-11733	65	21	methods	method	NOUN
dem-11733	65	22	(	(	PUNCT
dem-11733	65	23	the	the	DET
dem-11733	65	24	active	active	ADJ
dem-11733	65	25	-	-	PUNCT
dem-11733	65	26	set	set	VERB
dem-11733	65	27	algorithm	algorithm	NOUN
dem-11733	65	28	was	be	AUX
dem-11733	65	29	used	use	VERB
dem-11733	65	30	)	)	PUNCT
dem-11733	65	31	,	,	PUNCT
dem-11733	65	32	while	while	SCONJ
dem-11733	65	33	on	on	ADP
dem-11733	65	34	the	the	DET
dem-11733	65	35	other	other	ADJ
dem-11733	65	36	two	two	NUM
dem-11733	65	37	models	model	NOUN
dem-11733	65	38	nonlinear	nonlinear	VERB
dem-11733	65	39	6	6	NUM
dem-11733	65	40	the	the	DET
dem-11733	65	41	procedures	procedure	NOUN
dem-11733	65	42	m23	m23	X
dem-11733	65	43	and	and	CCONJ
dem-11733	65	44	m25	m25	NOUN
dem-11733	65	45	are	be	AUX
dem-11733	65	46	based	base	VERB
dem-11733	65	47	on	on	ADP
dem-11733	65	48	a	a	DET
dem-11733	65	49	mixed	mixed	ADJ
dem-11733	65	50	approach	approach	NOUN
dem-11733	65	51	in	in	ADP
dem-11733	65	52	which	which	PRON
dem-11733	65	53	an	an	DET
dem-11733	65	54	equation	equation	NOUN
dem-11733	65	55	for	for	ADP
dem-11733	65	56	the	the	DET
dem-11733	65	57	conditional	conditional	ADJ
dem-11733	65	58	mean	mean	NOUN
dem-11733	65	59	is	be	AUX
dem-11733	65	60	explicitly	explicitly	ADV
dem-11733	65	61	specified	specify	VERB
dem-11733	65	62	,	,	PUNCT
dem-11733	65	63	whereas	whereas	SCONJ
dem-11733	65	64	the	the	DET
dem-11733	65	65	heteroscedasticity	heteroscedasticity	NOUN
dem-11733	65	66	of	of	ADP
dem-11733	65	67	error	error	NOUN
dem-11733	65	68	terms	term	NOUN
dem-11733	65	69	is	be	AUX
dem-11733	65	70	not	not	PART
dem-11733	65	71	modeled	model	VERB
dem-11733	65	72	.	.	PUNCT
dem-11733	66	1	(	(	PUNCT
dem-11733	66	2	it	it	PRON
dem-11733	66	3	is	be	AUX
dem-11733	66	4	merely	merely	ADV
dem-11733	66	5	accounted	account	VERB
dem-11733	66	6	for	for	ADP
dem-11733	66	7	when	when	SCONJ
dem-11733	66	8	assessing	assess	VERB
dem-11733	66	9	the	the	DET
dem-11733	66	10	variance	variance	NOUN
dem-11733	66	11	of	of	ADP
dem-11733	66	12	estimators	estimator	NOUN
dem-11733	66	13	in	in	ADP
dem-11733	66	14	the	the	DET
dem-11733	66	15	equation	equation	NOUN
dem-11733	66	16	for	for	ADP
dem-11733	66	17	the	the	DET
dem-11733	66	18	mean	mean	NOUN
dem-11733	66	19	.	.	PUNCT
dem-11733	66	20	)	)	PUNCT
dem-11733	67	1	this	this	PRON
dem-11733	67	2	renders	render	VERB
dem-11733	67	3	forecasting	forecasting	NOUN
dem-11733	67	4	of	of	ADP
dem-11733	67	5	the	the	DET
dem-11733	67	6	residual	residual	ADJ
dem-11733	67	7	variance	variance	NOUN
dem-11733	67	8	impossible	impossible	ADJ
dem-11733	67	9	.	.	PUNCT
dem-11733	68	1	we	we	PRON
dem-11733	68	2	include	include	VERB
dem-11733	68	3	these	these	DET
dem-11733	68	4	procedures	procedure	NOUN
dem-11733	68	5	here	here	ADV
dem-11733	68	6	because	because	SCONJ
dem-11733	68	7	,	,	PUNCT
dem-11733	68	8	somewhat	somewhat	ADV
dem-11733	68	9	surprisingly	surprisingly	ADV
dem-11733	68	10	,	,	PUNCT
dem-11733	68	11	they	they	PRON
dem-11733	68	12	appear	appear	VERB
dem-11733	68	13	to	to	PART
dem-11733	68	14	often	often	ADV
dem-11733	68	15	provide	provide	VERB
dem-11733	68	16	better	well	ADJ
dem-11733	68	17	forecasts	forecast	NOUN
dem-11733	68	18	than	than	ADP
dem-11733	68	19	the	the	DET
dem-11733	68	20	other	other	ADJ
dem-11733	68	21	approaches	approach	NOUN
dem-11733	68	22	(	(	PUNCT
dem-11733	68	23	see	see	VERB
dem-11733	68	24	table	table	NOUN
dem-11733	68	25	2	2	NUM
dem-11733	68	26	)	)	PUNCT
dem-11733	68	27	,	,	PUNCT
dem-11733	68	28	especially	especially	ADV
dem-11733	68	29	when	when	SCONJ
dem-11733	68	30	forecasting	forecasting	NOUN
dem-11733	68	31	quantiles	quantile	NOUN
dem-11733	68	32	near	near	ADP
dem-11733	68	33	or	or	CCONJ
dem-11733	68	34	below	below	ADP
dem-11733	68	35	the	the	DET
dem-11733	68	36	median	median	NOUN
dem-11733	68	37	.	.	PUNCT
dem-11733	69	1	this	this	PRON
dem-11733	69	2	underlines	underline	VERB
dem-11733	69	3	the	the	DET
dem-11733	69	4	importance	importance	NOUN
dem-11733	69	5	of	of	ADP
dem-11733	69	6	accounting	account	VERB
dem-11733	69	7	for	for	ADP
dem-11733	69	8	estimation	estimation	NOUN
dem-11733	69	9	errors	error	NOUN
dem-11733	69	10	when	when	SCONJ
dem-11733	69	11	computing	compute	VERB
dem-11733	69	12	quantile	quantile	ADJ
dem-11733	69	13	predictions	prediction	NOUN
dem-11733	69	14	and	and	CCONJ
dem-11733	69	15	leaves	leave	VERB
dem-11733	69	16	space	space	NOUN
dem-11733	69	17	for	for	ADP
dem-11733	69	18	possible	possible	ADJ
dem-11733	69	19	improvements	improvement	NOUN
dem-11733	69	20	through	through	ADP
dem-11733	69	21	the	the	DET
dem-11733	69	22	use	use	NOUN
dem-11733	69	23	of	of	ADP
dem-11733	69	24	model	model	NOUN
dem-11733	69	25	-	-	PUNCT
dem-11733	69	26	based	base	VERB
dem-11733	69	27	bootstrap	bootstrap	NOUN
dem-11733	69	28	procedures	procedure	NOUN
dem-11733	69	29	,	,	PUNCT
dem-11733	69	30	i.e.	i.e.	X
dem-11733	69	31	,	,	PUNCT
dem-11733	69	32	an	an	DET
dem-11733	69	33	explicit	explicit	ADJ
dem-11733	69	34	modeling	modeling	NOUN
dem-11733	69	35	of	of	ADP
dem-11733	69	36	the	the	DET
dem-11733	69	37	conditional	conditional	ADJ
dem-11733	69	38	volatility	volatility	NOUN
dem-11733	69	39	and	and	CCONJ
dem-11733	69	40	possibly	possibly	ADV
dem-11733	69	41	also	also	ADV
dem-11733	69	42	a	a	DET
dem-11733	69	43	better	well	ADJ
dem-11733	69	44	specification	specification	NOUN
dem-11733	69	45	of	of	ADP
dem-11733	69	46	the	the	DET
dem-11733	69	47	conditional	conditional	ADJ
dem-11733	69	48	mean	mean	NOUN
dem-11733	69	49	through	through	ADP
dem-11733	69	50	the	the	DET
dem-11733	69	51	inclusion	inclusion	NOUN
dem-11733	69	52	of	of	ADP
dem-11733	69	53	nonlinearity	nonlinearity	NOUN
dem-11733	69	54	and/or	and/or	CCONJ
dem-11733	69	55	longer	long	ADJ
dem-11733	69	56	lag	lag	VERB
dem-11733	69	57	lengths	length	NOUN
dem-11733	69	58	.	.	PUNCT
dem-11733	70	1	(	(	PUNCT
dem-11733	70	2	although	although	SCONJ
dem-11733	70	3	it	it	PRON
dem-11733	70	4	is	be	AUX
dem-11733	70	5	worth	worth	ADJ
dem-11733	70	6	adding	add	VERB
dem-11733	70	7	that	that	SCONJ
dem-11733	70	8	our	our	PRON
dem-11733	70	9	experimentation	experimentation	NOUN
dem-11733	70	10	with	with	ADP
dem-11733	70	11	longer	long	ADJ
dem-11733	70	12	lag	lag	NOUN
dem-11733	70	13	lengths	length	NOUN
dem-11733	70	14	,	,	PUNCT
dem-11733	70	15	in	in	ADP
dem-11733	70	16	mean	mean	ADJ
dem-11733	70	17	terms	term	NOUN
dem-11733	70	18	,	,	PUNCT
dem-11733	70	19	did	do	AUX
dem-11733	70	20	not	not	PART
dem-11733	70	21	improve	improve	VERB
dem-11733	70	22	the	the	DET
dem-11733	70	23	results	result	NOUN
dem-11733	70	24	presented	present	VERB
dem-11733	70	25	here	here	ADV
dem-11733	70	26	.	.	PUNCT
dem-11733	70	27	)	)	PUNCT
dem-11733	71	1	joanna	joanna	PROPN
dem-11733	71	2	bruzda	bruzda	PROPN
dem-11733	71	3	dynamic	dynamic	ADJ
dem-11733	71	4	econometric	econometric	ADJ
dem-11733	71	5	models	model	NOUN
dem-11733	71	6	16	16	NUM
dem-11733	71	7	(	(	PUNCT
dem-11733	71	8	2016	2016	NUM
dem-11733	71	9	)	)	PUNCT
dem-11733	71	10	5–20	5–20	NOUN
dem-11733	71	11	12	12	NUM
dem-11733	71	12	optimization	optimization	NOUN
dem-11733	71	13	with	with	ADP
dem-11733	71	14	the	the	DET
dem-11733	71	15	function	function	NOUN
dem-11733	71	16	‘	'	PUNCT
dem-11733	71	17	fmincon	fmincon	NOUN
dem-11733	71	18	’	'	PUNCT
dem-11733	71	19	was	be	AUX
dem-11733	71	20	performed	perform	VERB
dem-11733	71	21	(	(	PUNCT
dem-11733	71	22	the	the	DET
dem-11733	71	23	interior	interior	ADJ
dem-11733	71	24	-	-	PUNCT
dem-11733	71	25	point	point	NOUN
dem-11733	71	26	algorithm	algorithm	NOUN
dem-11733	71	27	was	be	AUX
dem-11733	71	28	applied	apply	VERB
dem-11733	71	29	to	to	ADP
dem-11733	71	30	the	the	DET
dem-11733	71	31	nonlinear	nonlinear	ADJ
dem-11733	71	32	objective	objective	ADJ
dem-11733	71	33	functions	function	NOUN
dem-11733	71	34	)	)	PUNCT
dem-11733	71	35	.	.	PUNCT
dem-11733	72	1	similar	similar	ADJ
dem-11733	72	2	optimization	optimization	NOUN
dem-11733	72	3	techniques	technique	NOUN
dem-11733	72	4	were	be	AUX
dem-11733	72	5	also	also	ADV
dem-11733	72	6	utilized	utilize	VERB
dem-11733	72	7	in	in	ADP
dem-11733	72	8	the	the	DET
dem-11733	72	9	case	case	NOUN
dem-11733	72	10	of	of	ADP
dem-11733	72	11	the	the	DET
dem-11733	72	12	linear	linear	ADJ
dem-11733	72	13	and	and	CCONJ
dem-11733	72	14	nonlinear	nonlinear	ADJ
dem-11733	72	15	median	median	ADJ
dem-11733	72	16	regression	regression	NOUN
dem-11733	72	17	.	.	PUNCT
dem-11733	73	1	furthermore	furthermore	ADV
dem-11733	73	2	,	,	PUNCT
dem-11733	73	3	it	it	PRON
dem-11733	73	4	is	be	AUX
dem-11733	73	5	also	also	ADV
dem-11733	73	6	worth	worth	ADJ
dem-11733	73	7	noticing	notice	VERB
dem-11733	73	8	that	that	SCONJ
dem-11733	73	9	the	the	DET
dem-11733	73	10	bootstrap	bootstrap	NOUN
dem-11733	73	11	methods	method	NOUN
dem-11733	73	12	m23	m23	X
dem-11733	73	13	–	–	PUNCT
dem-11733	73	14	m26	m26	NOUN
dem-11733	73	15	(	(	PUNCT
dem-11733	73	16	similar	similar	ADJ
dem-11733	73	17	to	to	ADP
dem-11733	73	18	our	our	PRON
dem-11733	73	19	experiments	experiment	NOUN
dem-11733	73	20	with	with	ADP
dem-11733	73	21	the	the	DET
dem-11733	73	22	approximation	approximation	NOUN
dem-11733	73	23	of	of	ADP
dem-11733	73	24	quantiles	quantile	NOUN
dem-11733	73	25	of	of	ADP
dem-11733	73	26	predictive	predictive	ADJ
dem-11733	73	27	distributions	distribution	NOUN
dem-11733	73	28	through	through	ADP
dem-11733	73	29	the	the	DET
dem-11733	73	30	formula	formula	NOUN
dem-11733	73	31	for	for	ADP
dem-11733	73	32	interval	interval	NOUN
dem-11733	73	33	forecasting	forecasting	NOUN
dem-11733	73	34	in	in	ADP
dem-11733	73	35	classical	classical	ADJ
dem-11733	73	36	regression	regression	NOUN
dem-11733	73	37	,	,	PUNCT
dem-11733	73	38	which	which	PRON
dem-11733	73	39	provided	provide	VERB
dem-11733	73	40	slightly	slightly	ADV
dem-11733	73	41	less	less	ADJ
dem-11733	73	42	satisfactory	satisfactory	ADJ
dem-11733	73	43	results	result	NOUN
dem-11733	73	44	for	for	ADP
dem-11733	73	45	our	our	PRON
dem-11733	73	46	dataset	dataset	NOUN
dem-11733	73	47	than	than	ADP
dem-11733	73	48	the	the	DET
dem-11733	73	49	method	method	NOUN
dem-11733	73	50	m1	m1	PROPN
dem-11733	73	51	and	and	CCONJ
dem-11733	73	52	are	be	AUX
dem-11733	73	53	not	not	PART
dem-11733	73	54	presented	present	VERB
dem-11733	73	55	here	here	ADV
dem-11733	73	56	)	)	PUNCT
dem-11733	73	57	are	be	AUX
dem-11733	73	58	an	an	DET
dem-11733	73	59	attempt	attempt	NOUN
dem-11733	73	60	to	to	PART
dem-11733	73	61	explicitly	explicitly	ADV
dem-11733	73	62	account	account	VERB
dem-11733	73	63	for	for	ADP
dem-11733	73	64	estimation	estimation	NOUN
dem-11733	73	65	errors	error	NOUN
dem-11733	73	66	associated	associate	VERB
dem-11733	73	67	with	with	ADP
dem-11733	73	68	equations	equation	NOUN
dem-11733	73	69	for	for	ADP
dem-11733	73	70	the	the	DET
dem-11733	73	71	conditional	conditional	ADJ
dem-11733	73	72	mean	mean	NOUN
dem-11733	73	73	in	in	ADP
dem-11733	73	74	the	the	DET
dem-11733	73	75	computation	computation	NOUN
dem-11733	73	76	of	of	ADP
dem-11733	73	77	quantile	quantile	ADJ
dem-11733	73	78	forecasts	forecast	NOUN
dem-11733	73	79	.	.	PUNCT
dem-11733	74	1	the	the	DET
dem-11733	74	2	following	follow	VERB
dem-11733	74	3	quantiles	quantile	NOUN
dem-11733	74	4	were	be	AUX
dem-11733	74	5	examined	examine	VERB
dem-11733	74	6	:	:	PUNCT
dem-11733	74	7	0.05	0.05	NUM
dem-11733	74	8	;	;	PUNCT
dem-11733	74	9	0.1	0.1	NUM
dem-11733	74	10	;	;	PUNCT
dem-11733	74	11	0.25	0.25	NUM
dem-11733	74	12	;	;	PUNCT
dem-11733	74	13	0.5	0.5	NUM
dem-11733	74	14	;	;	PUNCT
dem-11733	74	15	0.75	0.75	NUM
dem-11733	74	16	;	;	PUNCT
dem-11733	74	17	0.9	0.9	NUM
dem-11733	74	18	;	;	PUNCT
dem-11733	74	19	0.95	0.95	NUM
dem-11733	74	20	.	.	PUNCT
dem-11733	75	1	the	the	DET
dem-11733	75	2	evaluation	evaluation	NOUN
dem-11733	75	3	of	of	ADP
dem-11733	75	4	our	our	PRON
dem-11733	75	5	forecast	forecast	NOUN
dem-11733	75	6	procedures	procedure	NOUN
dem-11733	75	7	was	be	AUX
dem-11733	75	8	based	base	VERB
dem-11733	75	9	on	on	ADP
dem-11733	75	10	mean	mean	ADJ
dem-11733	75	11	values	value	NOUN
dem-11733	75	12	of	of	ADP
dem-11733	75	13	the	the	DET
dem-11733	75	14	linlin	linlin	PROPN
dem-11733	75	15	loss	loss	NOUN
dem-11733	75	16	for	for	ADP
dem-11733	75	17	each	each	DET
dem-11733	75	18	quantile	quantile	NOUN
dem-11733	75	19	and	and	CCONJ
dem-11733	75	20	each	each	DET
dem-11733	75	21	time	time	NOUN
dem-11733	75	22	series	series	PROPN
dem-11733	75	23	.	.	PUNCT
dem-11733	76	1	two	two	NUM
dem-11733	76	2	rankings	ranking	NOUN
dem-11733	76	3	of	of	ADP
dem-11733	76	4	the	the	DET
dem-11733	76	5	methods	method	NOUN
dem-11733	76	6	were	be	AUX
dem-11733	76	7	constructed	construct	VERB
dem-11733	76	8	–	–	PUNCT
dem-11733	76	9	one	one	NUM
dem-11733	76	10	for	for	ADP
dem-11733	76	11	the	the	DET
dem-11733	76	12	whole	whole	ADJ
dem-11733	76	13	set	set	NOUN
dem-11733	76	14	of	of	ADP
dem-11733	76	15	quantiles	quantile	NOUN
dem-11733	76	16	and	and	CCONJ
dem-11733	76	17	second	second	ADJ
dem-11733	76	18	for	for	ADP
dem-11733	76	19	the	the	DET
dem-11733	76	20	two	two	NUM
dem-11733	76	21	largest	large	ADJ
dem-11733	76	22	quantiles	quantile	NOUN
dem-11733	76	23	(	(	PUNCT
dem-11733	76	24	see	see	VERB
dem-11733	76	25	table	table	NOUN
dem-11733	76	26	2	2	NUM
dem-11733	76	27	)	)	PUNCT
dem-11733	76	28	,	,	PUNCT
dem-11733	76	29	showing	show	VERB
dem-11733	76	30	how	how	SCONJ
dem-11733	76	31	often	often	ADV
dem-11733	76	32	a	a	DET
dem-11733	76	33	given	give	VERB
dem-11733	76	34	procedure	procedure	NOUN
dem-11733	76	35	produced	produce	VERB
dem-11733	76	36	the	the	DET
dem-11733	76	37	best	good	ADJ
dem-11733	76	38	outcomes	outcome	NOUN
dem-11733	76	39	.	.	PUNCT
dem-11733	77	1	besides	besides	SCONJ
dem-11733	77	2	,	,	PUNCT
dem-11733	77	3	we	we	PRON
dem-11733	77	4	also	also	ADV
dem-11733	77	5	computed	compute	VERB
dem-11733	77	6	aggregate	aggregate	ADJ
dem-11733	77	7	measures	measure	NOUN
dem-11733	77	8	of	of	ADP
dem-11733	77	9	the	the	DET
dem-11733	77	10	form	form	NOUN
dem-11733	77	11	:	:	PUNCT
dem-11733	77	12			X
dem-11733	77	13			PROPN
dem-11733	77	14	,	,	PUNCT
dem-11733	77	15	)	)	PUNCT
dem-11733	77	16	1(11	1(11	NUM
dem-11733	77	17	1	1	NUM
dem-11733	77	18	1	1	NUM
dem-11733	77	19			X
dem-11733	77	20			X
dem-11733	78	1			NUM
dem-11733	79	1			ADJ
dem-11733	79	2			PROPN
dem-11733	79	3			PROPN
dem-11733	79	4			NOUN
dem-11733	79	5	m	m	VERB
dem-11733	80	1	i	i	PRON
dem-11733	80	2	t	t	PROPN
dem-11733	80	3	t	t	PROPN
dem-11733	80	4	itp	itp	AUX
dem-11733	80	5	itit	itit	PROPN
dem-11733	80	6	y	y	PROPN
dem-11733	80	7	ee	ee	PROPN
dem-11733	80	8	tm	tm	PROPN
dem-11733	80	9	llrelativemean	llrelativemean	ADJ
dem-11733	80	10			NOUN
dem-11733	80	11			NOUN
dem-11733	80	12			NOUN
dem-11733	80	13	(	(	PUNCT
dem-11733	80	14	6	6	NUM
dem-11733	80	15	)	)	PUNCT
dem-11733	80	16	where	where	SCONJ
dem-11733	80	17	m	m	NOUN
dem-11733	80	18	is	be	AUX
dem-11733	80	19	the	the	DET
dem-11733	80	20	number	number	NOUN
dem-11733	80	21	of	of	ADP
dem-11733	80	22	series	series	NOUN
dem-11733	80	23	(	(	PUNCT
dem-11733	80	24	m	m	PROPN
dem-11733	80	25	=	=	NOUN
dem-11733	80	26	30	30	NUM
dem-11733	80	27	)	)	PUNCT
dem-11733	80	28	,	,	PUNCT
dem-11733	80	29	t	t	PROPN
dem-11733	80	30	is	be	AUX
dem-11733	80	31	the	the	DET
dem-11733	80	32	number	number	NOUN
dem-11733	80	33	of	of	ADP
dem-11733	80	34	one	one	NUM
dem-11733	80	35	-	-	PUNCT
dem-11733	80	36	step	step	NOUN
dem-11733	80	37	ahead	ahead	ADV
dem-11733	80	38	quantile	quantile	ADJ
dem-11733	80	39	forecasts	forecast	NOUN
dem-11733	80	40	(	(	PUNCT
dem-11733	80	41	t	t	NOUN
dem-11733	80	42	=	=	SYM
dem-11733	80	43	4	4	NUM
dem-11733	80	44	)	)	PUNCT
dem-11733	80	45	and	and	CCONJ
dem-11733	80	46			NOUN
dem-11733	80	47	itpy	itpy	NOUN
dem-11733	80	48	is	be	AUX
dem-11733	80	49	the	the	DET
dem-11733	80	50	tth	tth	PROPN
dem-11733	80	51	-quantile	-quantile	NOUN
dem-11733	80	52	forecast	forecast	NOUN
dem-11733	80	53	for	for	ADP
dem-11733	80	54	time	time	NOUN
dem-11733	80	55	series	series	PROPN
dem-11733	80	56	i.	i.	PROPN
dem-11733	80	57	the	the	DET
dem-11733	80	58	measures	measure	NOUN
dem-11733	80	59	are	be	AUX
dem-11733	80	60	also	also	ADV
dem-11733	80	61	accompanied	accompany	VERB
dem-11733	80	62	by	by	ADP
dem-11733	80	63	the	the	DET
dem-11733	80	64	mean	mean	ADJ
dem-11733	80	65	values	value	NOUN
dem-11733	80	66	of	of	ADP
dem-11733	80	67	the	the	DET
dem-11733	80	68	hit	hit	VERB
dem-11733	80	69	ratios	ratio	NOUN
dem-11733	80	70	.	.	PUNCT
dem-11733	81	1	in	in	ADP
dem-11733	81	2	accordance	accordance	NOUN
dem-11733	81	3	with	with	ADP
dem-11733	81	4	the	the	DET
dem-11733	81	5	way	way	NOUN
dem-11733	81	6	of	of	ADP
dem-11733	81	7	reporting	reporting	NOUN
dem-11733	81	8	forecasting	forecasting	NOUN
dem-11733	81	9	results	result	NOUN
dem-11733	81	10	for	for	ADP
dem-11733	81	11	a	a	DET
dem-11733	81	12	larger	large	ADJ
dem-11733	81	13	dataset	dataset	NOUN
dem-11733	81	14	,	,	PUNCT
dem-11733	81	15	the	the	DET
dem-11733	81	16	aggregate	aggregate	ADJ
dem-11733	81	17	measures	measure	NOUN
dem-11733	81	18	were	be	AUX
dem-11733	81	19	also	also	ADV
dem-11733	81	20	presented	present	VERB
dem-11733	81	21	in	in	ADP
dem-11733	81	22	their	their	PRON
dem-11733	81	23	trimmed	trim	VERB
dem-11733	81	24	versions	version	NOUN
dem-11733	81	25	based	base	VERB
dem-11733	81	26	on	on	ADP
dem-11733	81	27	datasets	dataset	NOUN
dem-11733	81	28	without	without	ADP
dem-11733	81	29	10	10	NUM
dem-11733	81	30	%	%	NOUN
dem-11733	81	31	of	of	ADP
dem-11733	81	32	time	time	NOUN
dem-11733	81	33	series	series	NOUN
dem-11733	81	34	with	with	ADP
dem-11733	81	35	the	the	DET
dem-11733	81	36	smallest	small	ADJ
dem-11733	81	37	and	and	CCONJ
dem-11733	81	38	10	10	NUM
dem-11733	81	39	%	%	NOUN
dem-11733	81	40	of	of	ADP
dem-11733	81	41	time	time	NOUN
dem-11733	81	42	series	series	NOUN
dem-11733	81	43	with	with	ADP
dem-11733	81	44	the	the	DET
dem-11733	81	45	largest	large	ADJ
dem-11733	81	46	values	value	NOUN
dem-11733	81	47	of	of	ADP
dem-11733	81	48	the	the	DET
dem-11733	81	49	corresponding	corresponding	ADJ
dem-11733	81	50	mean	mean	PROPN
dem-11733	81	51	relative	relative	PROPN
dem-11733	81	52	linlin	linlin	PROPN
dem-11733	81	53	loss	loss	NOUN
dem-11733	81	54	or	or	CCONJ
dem-11733	81	55	the	the	DET
dem-11733	81	56	mean	mean	ADJ
dem-11733	81	57	values	value	NOUN
dem-11733	81	58	of	of	ADP
dem-11733	81	59	hit	hit	NOUN
dem-11733	81	60	.	.	PUNCT
dem-11733	82	1	all	all	DET
dem-11733	82	2	the	the	DET
dem-11733	82	3	computations	computation	NOUN
dem-11733	82	4	are	be	AUX
dem-11733	82	5	collated	collate	VERB
dem-11733	82	6	in	in	ADP
dem-11733	82	7	tables	table	NOUN
dem-11733	82	8	3–4	3–4	NUM
dem-11733	82	9	.	.	PUNCT
dem-11733	83	1	the	the	DET
dem-11733	83	2	conclusions	conclusion	NOUN
dem-11733	83	3	from	from	ADP
dem-11733	83	4	our	our	PRON
dem-11733	83	5	study	study	NOUN
dem-11733	83	6	,	,	PUNCT
dem-11733	83	7	based	base	VERB
dem-11733	83	8	on	on	ADP
dem-11733	83	9	both	both	CCONJ
dem-11733	83	10	the	the	DET
dem-11733	83	11	presented	present	VERB
dem-11733	83	12	results	result	NOUN
dem-11733	83	13	and	and	CCONJ
dem-11733	83	14	an	an	DET
dem-11733	83	15	analysis	analysis	NOUN
dem-11733	83	16	of	of	ADP
dem-11733	83	17	more	more	ADV
dem-11733	83	18	detailed	detailed	ADJ
dem-11733	83	19	statistics	statistic	NOUN
dem-11733	83	20	,	,	PUNCT
dem-11733	83	21	are	be	AUX
dem-11733	83	22	the	the	DET
dem-11733	83	23	following	following	NOUN
dem-11733	83	24	.	.	PUNCT
dem-11733	84	1	first	first	ADV
dem-11733	84	2	,	,	PUNCT
dem-11733	84	3	the	the	DET
dem-11733	84	4	models	model	NOUN
dem-11733	84	5	we	we	PRON
dem-11733	84	6	use	use	VERB
dem-11733	84	7	to	to	PART
dem-11733	84	8	describe	describe	VERB
dem-11733	84	9	heteroscedasticity	heteroscedasticity	NOUN
dem-11733	84	10	suit	suit	NOUN
dem-11733	84	11	well	well	INTJ
dem-11733	84	12	the	the	DET
dem-11733	84	13	purpose	purpose	NOUN
dem-11733	84	14	of	of	ADP
dem-11733	84	15	quantile	quantile	ADJ
dem-11733	84	16	forecasting	forecasting	NOUN
dem-11733	84	17	for	for	ADP
dem-11733	84	18	quantiles	quantile	NOUN
dem-11733	84	19	below	below	ADP
dem-11733	84	20	the	the	DET
dem-11733	84	21	median	median	NOUN
dem-11733	84	22	,	,	PUNCT
dem-11733	84	23	as	as	SCONJ
dem-11733	84	24	can	can	AUX
dem-11733	84	25	be	be	AUX
dem-11733	84	26	seen	see	VERB
dem-11733	84	27	in	in	ADP
dem-11733	84	28	table	table	NOUN
dem-11733	84	29	3	3	NUM
dem-11733	84	30	,	,	PUNCT
dem-11733	84	31	where	where	SCONJ
dem-11733	84	32	we	we	PRON
dem-11733	84	33	find	find	VERB
dem-11733	84	34	that	that	SCONJ
dem-11733	84	35	the	the	DET
dem-11733	84	36	ml	ml	X
dem-11733	84	37	estimation	estimation	NOUN
dem-11733	84	38	for	for	ADP
dem-11733	84	39	variables	variable	NOUN
dem-11733	84	40	in	in	ADP
dem-11733	84	41	levels	level	NOUN
dem-11733	84	42	(	(	PUNCT
dem-11733	84	43	the	the	DET
dem-11733	84	44	procedure	procedure	NOUN
dem-11733	84	45	m7	m7	NOUN
dem-11733	84	46	)	)	PUNCT
dem-11733	84	47	produces	produce	VERB
dem-11733	84	48	the	the	DET
dem-11733	84	49	best	good	ADJ
dem-11733	84	50	results	result	NOUN
dem-11733	84	51	in	in	ADP
dem-11733	84	52	terms	term	NOUN
dem-11733	84	53	of	of	ADP
dem-11733	84	54	the	the	DET
dem-11733	84	55	mean	mean	ADJ
dem-11733	84	56	values	value	NOUN
dem-11733	84	57	of	of	ADP
dem-11733	84	58	the	the	DET
dem-11733	84	59	relative	relative	ADJ
dem-11733	84	60	ll	ll	NOUN
dem-11733	84	61	,	,	PUNCT
dem-11733	84	62	while	while	SCONJ
dem-11733	84	63	the	the	DET
dem-11733	84	64	nonlinear	nonlinear	ADJ
dem-11733	84	65	quantile	quantile	ADJ
dem-11733	84	66	regression	regression	NOUN
dem-11733	84	67	(	(	PUNCT
dem-11733	84	68	m11	m11	NOUN
dem-11733	84	69	and	and	CCONJ
dem-11733	84	70	m22	m22	PROPN
dem-11733	84	71	)	)	PUNCT
dem-11733	84	72	leads	lead	VERB
dem-11733	84	73	to	to	ADP
dem-11733	84	74	the	the	DET
dem-11733	84	75	lowest	low	ADJ
dem-11733	84	76	values	value	NOUN
dem-11733	84	77	of	of	ADP
dem-11733	84	78	the	the	DET
dem-11733	84	79	trimmed	trim	VERB
dem-11733	84	80	relative	relative	ADJ
dem-11733	84	81	ll	ll	NOUN
dem-11733	84	82	.	.	PUNCT
dem-11733	85	1	it	it	PRON
dem-11733	85	2	is	be	AUX
dem-11733	85	3	worth	worth	ADJ
dem-11733	85	4	noting	note	VERB
dem-11733	85	5	that	that	SCONJ
dem-11733	85	6	,	,	PUNCT
dem-11733	85	7	according	accord	VERB
dem-11733	85	8	to	to	ADP
dem-11733	85	9	the	the	DET
dem-11733	85	10	rankings	ranking	NOUN
dem-11733	85	11	presented	present	VERB
dem-11733	85	12	in	in	ADP
dem-11733	85	13	table	table	NOUN
dem-11733	85	14	2	2	NUM
dem-11733	85	15	,	,	PUNCT
dem-11733	85	16	the	the	DET
dem-11733	85	17	methods	method	NOUN
dem-11733	85	18	based	base	VERB
dem-11733	85	19	on	on	ADP
dem-11733	85	20	linear	linear	PROPN
dem-11733	85	21	and	and	CCONJ
dem-11733	85	22	nonlinear	nonlinear	ADJ
dem-11733	85	23	quantile	quantile	ADJ
dem-11733	85	24	regression	regression	NOUN
dem-11733	85	25	(	(	PUNCT
dem-11733	85	26	m8	m8	NOUN
dem-11733	85	27	,	,	PUNCT
dem-11733	85	28	m11	m11	NOUN
dem-11733	85	29	,	,	PUNCT
dem-11733	85	30	m19	m19	PROPN
dem-11733	85	31	,	,	PUNCT
dem-11733	85	32	m22	m22	PROPN
dem-11733	85	33	)	)	PUNCT
dem-11733	85	34	provide	provide	VERB
dem-11733	85	35	the	the	DET
dem-11733	85	36	best	good	ADJ
dem-11733	85	37	quantile	quantile	ADJ
dem-11733	85	38	forecasts	forecast	NOUN
dem-11733	85	39	in	in	ADP
dem-11733	85	40	about	about	ADV
dem-11733	85	41	27	27	NUM
dem-11733	85	42	%	%	NOUN
dem-11733	85	43	quantile	quantile	ADJ
dem-11733	85	44	forecasting	forecasting	NOUN
dem-11733	85	45	in	in	ADP
dem-11733	85	46	operational	operational	ADJ
dem-11733	85	47	planning	planning	NOUN
dem-11733	85	48	and	and	CCONJ
dem-11733	85	49	inventory	inventory	NOUN
dem-11733	85	50	management	management	NOUN
dem-11733	85	51	…	…	PUNCT
dem-11733	85	52	dynamic	dynamic	ADJ
dem-11733	85	53	econometric	econometric	ADJ
dem-11733	85	54	models	model	NOUN
dem-11733	85	55	16	16	NUM
dem-11733	85	56	(	(	PUNCT
dem-11733	85	57	2016	2016	NUM
dem-11733	85	58	)	)	PUNCT
dem-11733	85	59	5–20	5–20	PROPN
dem-11733	85	60	13	13	NUM
dem-11733	85	61	of	of	ADP
dem-11733	85	62	the	the	DET
dem-11733	85	63	examined	examine	VERB
dem-11733	85	64	cases	case	NOUN
dem-11733	85	65	and	and	CCONJ
dem-11733	85	66	are	be	AUX
dem-11733	85	67	ranked	rank	VERB
dem-11733	85	68	high	high	ADJ
dem-11733	85	69	,	,	PUNCT
dem-11733	85	70	especially	especially	ADV
dem-11733	85	71	in	in	ADP
dem-11733	85	72	the	the	DET
dem-11733	85	73	ranking	ranking	NOUN
dem-11733	85	74	for	for	ADP
dem-11733	85	75	all	all	DET
dem-11733	85	76	quantiles	quantile	NOUN
dem-11733	85	77	.	.	PUNCT
dem-11733	86	1	interestingly	interestingly	ADV
dem-11733	86	2	,	,	PUNCT
dem-11733	86	3	in	in	ADP
dem-11733	86	4	the	the	DET
dem-11733	86	5	first	first	ADJ
dem-11733	86	6	ranking	ranking	NOUN
dem-11733	86	7	the	the	DET
dem-11733	86	8	nonlinear	nonlinear	ADJ
dem-11733	86	9	quantile	quantile	ADJ
dem-11733	86	10	models	model	NOUN
dem-11733	86	11	have	have	VERB
dem-11733	86	12	the	the	DET
dem-11733	86	13	highest	high	ADJ
dem-11733	86	14	ranks	rank	NOUN
dem-11733	86	15	,	,	PUNCT
dem-11733	86	16	whereas	whereas	SCONJ
dem-11733	86	17	in	in	ADP
dem-11733	86	18	the	the	DET
dem-11733	86	19	second	second	NOUN
dem-11733	86	20	the	the	DET
dem-11733	86	21	linear	linear	PROPN
dem-11733	86	22	quantile	quantile	ADJ
dem-11733	86	23	regression	regression	NOUN
dem-11733	86	24	is	be	AUX
dem-11733	86	25	ranked	rank	VERB
dem-11733	86	26	higher	high	ADJ
dem-11733	86	27	than	than	ADP
dem-11733	86	28	the	the	DET
dem-11733	86	29	methods	method	NOUN
dem-11733	86	30	m11	m11	NOUN
dem-11733	86	31	and	and	CCONJ
dem-11733	86	32	m22	m22	PROPN
dem-11733	86	33	.	.	PUNCT
dem-11733	87	1	in	in	ADP
dem-11733	87	2	fact	fact	NOUN
dem-11733	87	3	,	,	PUNCT
dem-11733	87	4	even	even	ADV
dem-11733	87	5	16	16	NUM
dem-11733	87	6	cases	case	NOUN
dem-11733	87	7	out	out	ADP
dem-11733	87	8	of	of	ADP
dem-11733	87	9	the	the	DET
dem-11733	87	10	total	total	NOUN
dem-11733	87	11	of	of	ADP
dem-11733	87	12	23	23	NUM
dem-11733	87	13	when	when	SCONJ
dem-11733	87	14	m8	m8	NOUN
dem-11733	87	15	or	or	CCONJ
dem-11733	87	16	m19	m19	PROPN
dem-11733	87	17	lead	lead	NOUN
dem-11733	87	18	to	to	ADP
dem-11733	87	19	the	the	DET
dem-11733	87	20	best	good	ADJ
dem-11733	87	21	quantile	quantile	ADJ
dem-11733	87	22	predictions	prediction	NOUN
dem-11733	87	23	(	(	PUNCT
dem-11733	87	24	comp	comp	NOUN
dem-11733	87	25	.	.	PUNCT
dem-11733	87	26	table	table	NOUN
dem-11733	87	27	2	2	NUM
dem-11733	87	28	)	)	PUNCT
dem-11733	87	29	concern	concern	NOUN
dem-11733	87	30	quantiles	quantile	VERB
dem-11733	87	31	0.75	0.75	NUM
dem-11733	87	32	,	,	PUNCT
dem-11733	87	33	0.9	0.9	NUM
dem-11733	87	34	and	and	CCONJ
dem-11733	87	35	0.95	0.95	NUM
dem-11733	87	36	.	.	PUNCT
dem-11733	88	1	in	in	ADP
dem-11733	88	2	mean	mean	ADJ
dem-11733	88	3	terms	term	NOUN
dem-11733	88	4	,	,	PUNCT
dem-11733	88	5	however	however	ADV
dem-11733	88	6	,	,	PUNCT
dem-11733	88	7	linear	linear	ADJ
dem-11733	88	8	regression	regression	NOUN
dem-11733	88	9	quantiles	quantile	NOUN
dem-11733	88	10	are	be	AUX
dem-11733	88	11	not	not	PART
dem-11733	88	12	that	that	ADV
dem-11733	88	13	attractive	attractive	ADJ
dem-11733	88	14	,	,	PUNCT
dem-11733	88	15	since	since	SCONJ
dem-11733	88	16	for	for	ADP
dem-11733	88	17	quantiles	quantile	NOUN
dem-11733	88	18	0.9	0.9	NUM
dem-11733	88	19	and	and	CCONJ
dem-11733	88	20	0.95	0.95	NUM
dem-11733	88	21	they	they	PRON
dem-11733	88	22	are	be	AUX
dem-11733	88	23	clearly	clearly	ADV
dem-11733	88	24	outperformed	outperform	VERB
dem-11733	88	25	by	by	ADP
dem-11733	88	26	median	median	ADJ
dem-11733	88	27	regression	regression	NOUN
dem-11733	88	28	with	with	ADP
dem-11733	88	29	parametric	parametric	ADJ
dem-11733	88	30	or	or	CCONJ
dem-11733	88	31	nonparametric	nonparametric	NOUN
dem-11733	88	32	correction	correction	NOUN
dem-11733	88	33	of	of	ADP
dem-11733	88	34	the	the	DET
dem-11733	88	35	median	median	NOUN
dem-11733	88	36	,	,	PUNCT
dem-11733	88	37	as	as	ADV
dem-11733	88	38	well	well	ADV
dem-11733	88	39	as	as	ADP
dem-11733	88	40	ols	ol	NOUN
dem-11733	88	41	with	with	ADP
dem-11733	88	42	a	a	DET
dem-11733	88	43	parametric	parametric	ADJ
dem-11733	88	44	computation	computation	NOUN
dem-11733	88	45	of	of	ADP
dem-11733	88	46	quantiles	quantile	NOUN
dem-11733	88	47	.	.	PUNCT
dem-11733	89	1	generally	generally	ADV
dem-11733	89	2	,	,	PUNCT
dem-11733	89	3	it	it	PRON
dem-11733	89	4	can	can	AUX
dem-11733	89	5	be	be	AUX
dem-11733	89	6	noticed	notice	VERB
dem-11733	89	7	that	that	SCONJ
dem-11733	89	8	,	,	PUNCT
dem-11733	89	9	for	for	ADP
dem-11733	89	10	quantiles	quantile	NOUN
dem-11733	89	11	near	near	ADP
dem-11733	89	12	the	the	DET
dem-11733	89	13	median	median	NOUN
dem-11733	89	14	,	,	PUNCT
dem-11733	89	15	the	the	DET
dem-11733	89	16	theta	theta	NOUN
dem-11733	89	17	method	method	NOUN
dem-11733	89	18	often	often	ADV
dem-11733	89	19	produces	produce	VERB
dem-11733	89	20	the	the	DET
dem-11733	89	21	best	good	ADJ
dem-11733	89	22	outcomes	outcome	NOUN
dem-11733	89	23	in	in	ADP
dem-11733	89	24	terms	term	NOUN
dem-11733	89	25	of	of	ADP
dem-11733	89	26	the	the	DET
dem-11733	89	27	relative	relative	ADJ
dem-11733	89	28	linlin	linlin	PROPN
dem-11733	89	29	loss	loss	PROPN
dem-11733	89	30	.	.	PUNCT
dem-11733	90	1	this	this	PRON
dem-11733	90	2	seems	seem	VERB
dem-11733	90	3	to	to	PART
dem-11733	90	4	support	support	VERB
dem-11733	90	5	the	the	DET
dem-11733	90	6	findings	finding	NOUN
dem-11733	90	7	from	from	ADP
dem-11733	90	8	the	the	DET
dem-11733	90	9	m3	m3	PROPN
dem-11733	90	10	-	-	PUNCT
dem-11733	90	11	forecast	forecast	NOUN
dem-11733	90	12	competition	competition	NOUN
dem-11733	90	13	,	,	PUNCT
dem-11733	90	14	where	where	SCONJ
dem-11733	90	15	mean	mean	ADJ
dem-11733	90	16	values	value	NOUN
dem-11733	90	17	were	be	AUX
dem-11733	90	18	exclusively	exclusively	ADV
dem-11733	90	19	forecasted	forecast	VERB
dem-11733	90	20	(	(	PUNCT
dem-11733	90	21	see	see	VERB
dem-11733	90	22	makridakis	makridakis	PROPN
dem-11733	90	23	,	,	PUNCT
dem-11733	90	24	hibon	hibon	NOUN
dem-11733	90	25	,	,	PUNCT
dem-11733	90	26	2000	2000	NUM
dem-11733	90	27	)	)	PUNCT
dem-11733	90	28	.	.	PUNCT
dem-11733	91	1	on	on	ADP
dem-11733	91	2	the	the	DET
dem-11733	91	3	other	other	ADJ
dem-11733	91	4	hand	hand	NOUN
dem-11733	91	5	,	,	PUNCT
dem-11733	91	6	for	for	ADP
dem-11733	91	7	the	the	DET
dem-11733	91	8	largest	large	ADJ
dem-11733	91	9	two	two	NUM
dem-11733	91	10	quantiles	quantile	NOUN
dem-11733	91	11	,	,	PUNCT
dem-11733	91	12	the	the	DET
dem-11733	91	13	lowest	low	ADJ
dem-11733	91	14	values	value	NOUN
dem-11733	91	15	of	of	ADP
dem-11733	91	16	the	the	DET
dem-11733	91	17	mean	mean	ADJ
dem-11733	91	18	relative	relative	NOUN
dem-11733	91	19	ll	ll	AUX
dem-11733	91	20	are	be	AUX
dem-11733	91	21	obtained	obtain	VERB
dem-11733	91	22	through	through	ADP
dem-11733	91	23	the	the	DET
dem-11733	91	24	lad	lad	NOUN
dem-11733	91	25	estimation	estimation	NOUN
dem-11733	91	26	of	of	ADP
dem-11733	91	27	simple	simple	ADJ
dem-11733	91	28	autoregressive	autoregressive	ADJ
dem-11733	91	29	models	model	NOUN
dem-11733	91	30	with	with	ADP
dem-11733	91	31	trend	trend	NOUN
dem-11733	91	32	functions	function	NOUN
dem-11733	91	33	(	(	PUNCT
dem-11733	91	34	see	see	VERB
dem-11733	91	35	table	table	NOUN
dem-11733	91	36	3	3	NUM
dem-11733	91	37	)	)	PUNCT
dem-11733	91	38	.	.	PUNCT
dem-11733	92	1	however	however	ADV
dem-11733	92	2	,	,	PUNCT
dem-11733	92	3	depending	depend	VERB
dem-11733	92	4	on	on	ADP
dem-11733	92	5	the	the	DET
dem-11733	92	6	quantile	quantile	NOUN
dem-11733	92	7	,	,	PUNCT
dem-11733	92	8	either	either	CCONJ
dem-11733	92	9	parametric	parametric	ADJ
dem-11733	92	10	(	(	PUNCT
dem-11733	92	11	m4	m4	PROPN
dem-11733	92	12	,	,	PUNCT
dem-11733	92	13	m15	m15	NOUN
dem-11733	92	14	)	)	PUNCT
dem-11733	92	15	or	or	CCONJ
dem-11733	92	16	nonparametric	nonparametric	NOUN
dem-11733	92	17	(	(	PUNCT
dem-11733	92	18	m5	m5	PROPN
dem-11733	92	19	,	,	PUNCT
dem-11733	92	20	m16	m16	NOUN
dem-11733	92	21	)	)	PUNCT
dem-11733	92	22	estimators	estimator	NOUN
dem-11733	92	23	in	in	ADP
dem-11733	92	24	the	the	DET
dem-11733	92	25	second	second	ADJ
dem-11733	92	26	step	step	NOUN
dem-11733	92	27	lead	lead	NOUN
dem-11733	92	28	to	to	ADP
dem-11733	92	29	the	the	DET
dem-11733	92	30	best	good	ADJ
dem-11733	92	31	mean	mean	ADJ
dem-11733	92	32	outcomes	outcome	NOUN
dem-11733	92	33	.	.	PUNCT
dem-11733	93	1	nevertheless	nevertheless	ADV
dem-11733	93	2	,	,	PUNCT
dem-11733	93	3	the	the	DET
dem-11733	93	4	measures	measure	NOUN
dem-11733	93	5	collated	collate	VERB
dem-11733	93	6	in	in	ADP
dem-11733	93	7	the	the	DET
dem-11733	93	8	left	left	ADJ
dem-11733	93	9	-	-	PUNCT
dem-11733	93	10	hand	hand	NOUN
dem-11733	93	11	side	side	NOUN
dem-11733	93	12	of	of	ADP
dem-11733	93	13	table	table	NOUN
dem-11733	93	14	3	3	NUM
dem-11733	93	15	point	point	NOUN
dem-11733	93	16	to	to	ADP
dem-11733	93	17	the	the	DET
dem-11733	93	18	sap	sap	PROPN
dem-11733	93	19	method	method	NOUN
dem-11733	93	20	applied	apply	VERB
dem-11733	93	21	to	to	ADP
dem-11733	93	22	logarithms	logarithm	NOUN
dem-11733	93	23	of	of	ADP
dem-11733	93	24	the	the	DET
dem-11733	93	25	data	datum	NOUN
dem-11733	93	26	(	(	PUNCT
dem-11733	93	27	m15	m15	NOUN
dem-11733	93	28	)	)	PUNCT
dem-11733	93	29	as	as	ADP
dem-11733	93	30	that	that	PRON
dem-11733	93	31	producing	produce	VERB
dem-11733	93	32	the	the	DET
dem-11733	93	33	best	good	ADJ
dem-11733	93	34	quantile	quantile	ADJ
dem-11733	93	35	predictions	prediction	NOUN
dem-11733	93	36	for	for	ADP
dem-11733	93	37			NOUN
dem-11733	93	38	=	=	SYM
dem-11733	93	39	0.9	0.9	NUM
dem-11733	93	40	and	and	CCONJ
dem-11733	93	41	0.95	0.95	NUM
dem-11733	93	42	.	.	PUNCT
dem-11733	94	1	interestingly	interestingly	ADV
dem-11733	94	2	,	,	PUNCT
dem-11733	94	3	the	the	DET
dem-11733	94	4	rankings	ranking	NOUN
dem-11733	94	5	presented	present	VERB
dem-11733	94	6	in	in	ADP
dem-11733	94	7	table	table	NOUN
dem-11733	94	8	2	2	NUM
dem-11733	94	9	often	often	ADV
dem-11733	94	10	point	point	VERB
dem-11733	94	11	to	to	ADP
dem-11733	94	12	different	different	ADJ
dem-11733	94	13	methods	method	NOUN
dem-11733	94	14	than	than	ADP
dem-11733	94	15	the	the	DET
dem-11733	94	16	mean	mean	ADJ
dem-11733	94	17	values	value	NOUN
dem-11733	94	18	of	of	ADP
dem-11733	94	19	the	the	DET
dem-11733	94	20	relative	relative	ADJ
dem-11733	94	21	linlin	linlin	PROPN
dem-11733	94	22	loss	loss	NOUN
dem-11733	94	23	as	as	ADP
dem-11733	94	24	the	the	DET
dem-11733	94	25	most	most	ADV
dem-11733	94	26	valuable	valuable	ADJ
dem-11733	94	27	solutions	solution	NOUN
dem-11733	94	28	to	to	ADP
dem-11733	94	29	the	the	DET
dem-11733	94	30	task	task	NOUN
dem-11733	94	31	of	of	ADP
dem-11733	94	32	quantile	quantile	ADJ
dem-11733	94	33	forecasting	forecasting	NOUN
dem-11733	94	34	.	.	PUNCT
dem-11733	95	1	for	for	ADP
dem-11733	95	2	example	example	NOUN
dem-11733	95	3	,	,	PUNCT
dem-11733	95	4	they	they	PRON
dem-11733	95	5	single	single	VERB
dem-11733	95	6	out	out	ADP
dem-11733	95	7	the	the	DET
dem-11733	95	8	bootstrap	bootstrap	NOUN
dem-11733	95	9	methods	method	NOUN
dem-11733	95	10	,	,	PUNCT
dem-11733	95	11	especially	especially	ADV
dem-11733	95	12	the	the	DET
dem-11733	95	13	procedures	procedure	NOUN
dem-11733	95	14	m25	m25	NOUN
dem-11733	95	15	and	and	CCONJ
dem-11733	95	16	m23	m23	PROPN
dem-11733	95	17	.	.	PUNCT
dem-11733	96	1	analyzing	analyze	VERB
dem-11733	96	2	more	more	ADV
dem-11733	96	3	detailed	detailed	ADJ
dem-11733	96	4	statistics	statistic	NOUN
dem-11733	96	5	shows	show	NOUN
dem-11733	96	6	,	,	PUNCT
dem-11733	96	7	however	however	ADV
dem-11733	96	8	,	,	PUNCT
dem-11733	96	9	that	that	SCONJ
dem-11733	96	10	the	the	DET
dem-11733	96	11	excellent	excellent	ADJ
dem-11733	96	12	performance	performance	NOUN
dem-11733	96	13	of	of	ADP
dem-11733	96	14	the	the	DET
dem-11733	96	15	bootstrap	bootstrap	NOUN
dem-11733	96	16	in	in	ADP
dem-11733	96	17	its	its	PRON
dem-11733	96	18	different	different	ADJ
dem-11733	96	19	forms	form	NOUN
dem-11733	96	20	(	(	PUNCT
dem-11733	96	21	the	the	DET
dem-11733	96	22	methods	method	NOUN
dem-11733	96	23	m23	m23	X
dem-11733	96	24	–	–	PUNCT
dem-11733	96	25	m26	m26	NOUN
dem-11733	96	26	)	)	PUNCT
dem-11733	96	27	usually	usually	ADV
dem-11733	96	28	takes	take	VERB
dem-11733	96	29	place	place	NOUN
dem-11733	96	30	for	for	ADP
dem-11733	96	31	quantiles	quantile	NOUN
dem-11733	96	32	not	not	PART
dem-11733	96	33	very	very	ADV
dem-11733	96	34	far	far	ADV
dem-11733	96	35	from	from	ADP
dem-11733	96	36	the	the	DET
dem-11733	96	37	median	median	NOUN
dem-11733	96	38	.	.	PUNCT
dem-11733	97	1	this	this	PRON
dem-11733	97	2	suggests	suggest	VERB
dem-11733	97	3	that	that	SCONJ
dem-11733	97	4	it	it	PRON
dem-11733	97	5	may	may	AUX
dem-11733	97	6	be	be	AUX
dem-11733	97	7	worth	worth	ADJ
dem-11733	97	8	designing	design	VERB
dem-11733	97	9	a	a	DET
dem-11733	97	10	bootstrap	bootstrap	NOUN
dem-11733	97	11	procedure	procedure	NOUN
dem-11733	97	12	which	which	PRON
dem-11733	97	13	will	will	AUX
dem-11733	97	14	make	make	VERB
dem-11733	97	15	it	it	PRON
dem-11733	97	16	possible	possible	ADJ
dem-11733	97	17	to	to	PART
dem-11733	97	18	also	also	ADV
dem-11733	97	19	forecast	forecast	VERB
dem-11733	97	20	the	the	DET
dem-11733	97	21	variance	variance	NOUN
dem-11733	97	22	or	or	CCONJ
dem-11733	97	23	,	,	PUNCT
dem-11733	97	24	alternatively	alternatively	ADV
dem-11733	97	25	,	,	PUNCT
dem-11733	97	26	one	one	PRON
dem-11733	97	27	can	can	AUX
dem-11733	97	28	be	be	AUX
dem-11733	97	29	interested	interested	ADJ
dem-11733	97	30	in	in	ADP
dem-11733	97	31	performing	perform	VERB
dem-11733	97	32	bootstrapping	bootstrappe	VERB
dem-11733	97	33	based	base	VERB
dem-11733	97	34	on	on	ADP
dem-11733	97	35	median	median	ADJ
dem-11733	97	36	regression	regression	NOUN
dem-11733	97	37	(	(	PUNCT
dem-11733	97	38	taking	take	VERB
dem-11733	97	39	into	into	ADP
dem-11733	97	40	consideration	consideration	NOUN
dem-11733	97	41	its	its	PRON
dem-11733	97	42	excellent	excellent	ADJ
dem-11733	97	43	performance	performance	NOUN
dem-11733	97	44	at	at	ADP
dem-11733	97	45	forecasting	forecast	VERB
dem-11733	97	46	high	high	ADJ
dem-11733	97	47	quantiles	quantile	NOUN
dem-11733	97	48	)	)	PUNCT
dem-11733	97	49	.	.	PUNCT
dem-11733	98	1	furthermore	furthermore	ADV
dem-11733	98	2	,	,	PUNCT
dem-11733	98	3	it	it	PRON
dem-11733	98	4	also	also	ADV
dem-11733	98	5	calls	call	VERB
dem-11733	98	6	for	for	ADP
dem-11733	98	7	the	the	DET
dem-11733	98	8	inclusion	inclusion	NOUN
dem-11733	98	9	of	of	ADP
dem-11733	98	10	bootstrap	bootstrap	NOUN
dem-11733	98	11	methods	method	NOUN
dem-11733	98	12	in	in	ADP
dem-11733	98	13	any	any	DET
dem-11733	98	14	application	application	NOUN
dem-11733	98	15	of	of	ADP
dem-11733	98	16	the	the	DET
dem-11733	98	17	so	so	ADV
dem-11733	98	18	-	-	PUNCT
dem-11733	98	19	called	call	VERB
dem-11733	98	20	focus	focus	NOUN
dem-11733	98	21	forecasting	forecasting	NOUN
dem-11733	98	22	–	–	PUNCT
dem-11733	98	23	forecasting	forecast	VERB
dem-11733	98	24	with	with	ADP
dem-11733	98	25	methods	method	NOUN
dem-11733	98	26	producing	produce	VERB
dem-11733	98	27	the	the	DET
dem-11733	98	28	lowest	low	ADJ
dem-11733	98	29	values	value	NOUN
dem-11733	98	30	of	of	ADP
dem-11733	98	31	chosen	choose	VERB
dem-11733	98	32	loss	loss	NOUN
dem-11733	98	33	functions	function	NOUN
dem-11733	98	34	based	base	VERB
dem-11733	98	35	on	on	ADP
dem-11733	98	36	ex	ex	ADJ
dem-11733	98	37	post	post	NOUN
dem-11733	98	38	forecast	forecast	NOUN
dem-11733	98	39	errors	error	NOUN
dem-11733	98	40	.	.	PUNCT
dem-11733	99	1	among	among	ADP
dem-11733	99	2	other	other	ADJ
dem-11733	99	3	procedures	procedure	NOUN
dem-11733	99	4	that	that	PRON
dem-11733	99	5	certainly	certainly	ADV
dem-11733	99	6	should	should	AUX
dem-11733	99	7	also	also	ADV
dem-11733	99	8	be	be	AUX
dem-11733	99	9	consider	consider	VERB
dem-11733	99	10	in	in	ADP
dem-11733	99	11	focus	focus	NOUN
dem-11733	99	12	forecasting	forecasting	NOUN
dem-11733	99	13	are	be	AUX
dem-11733	99	14	those	those	PRON
dem-11733	99	15	based	base	VERB
dem-11733	99	16	on	on	ADP
dem-11733	99	17	lad	lad	NOUN
dem-11733	99	18	estimation	estimation	NOUN
dem-11733	99	19	(	(	PUNCT
dem-11733	99	20	such	such	ADJ
dem-11733	99	21	as	as	ADP
dem-11733	99	22	m4	m4	NOUN
dem-11733	99	23	or	or	CCONJ
dem-11733	99	24	m5	m5	NOUN
dem-11733	99	25	)	)	PUNCT
dem-11733	99	26	as	as	ADV
dem-11733	99	27	well	well	ADV
dem-11733	99	28	as	as	ADP
dem-11733	99	29	linear	linear	ADJ
dem-11733	99	30	and	and	CCONJ
dem-11733	99	31	nonlinear	nonlinear	ADJ
dem-11733	99	32	quantile	quantile	ADJ
dem-11733	99	33	regression	regression	NOUN
dem-11733	99	34	.	.	PUNCT
dem-11733	100	1	joanna	joanna	PROPN
dem-11733	100	2	bruzda	bruzda	PROPN
dem-11733	100	3	dynamic	dynamic	ADJ
dem-11733	100	4	econometric	econometric	ADJ
dem-11733	100	5	models	model	NOUN
dem-11733	100	6	16	16	NUM
dem-11733	100	7	(	(	PUNCT
dem-11733	100	8	2016	2016	NUM
dem-11733	100	9	)	)	PUNCT
dem-11733	100	10	5–20	5–20	PROPN
dem-11733	100	11	14	14	NUM
dem-11733	100	12	the	the	DET
dem-11733	100	13	most	most	ADV
dem-11733	100	14	striking	striking	ADJ
dem-11733	100	15	finding	finding	NOUN
dem-11733	100	16	from	from	ADP
dem-11733	100	17	our	our	PRON
dem-11733	100	18	study	study	NOUN
dem-11733	100	19	is	be	AUX
dem-11733	100	20	probably	probably	ADV
dem-11733	100	21	the	the	DET
dem-11733	100	22	performance	performance	NOUN
dem-11733	100	23	of	of	ADP
dem-11733	100	24	the	the	DET
dem-11733	100	25	textbook	textbook	NOUN
dem-11733	100	26	formula	formula	NOUN
dem-11733	100	27	m1	m1	PROPN
dem-11733	100	28	in	in	ADP
dem-11733	100	29	relation	relation	NOUN
dem-11733	100	30	to	to	ADP
dem-11733	100	31	the	the	DET
dem-11733	100	32	other	other	ADJ
dem-11733	100	33	methods	method	NOUN
dem-11733	100	34	examined	examine	VERB
dem-11733	100	35	here	here	ADV
dem-11733	100	36	as	as	ADV
dem-11733	100	37	far	far	ADV
dem-11733	100	38	as	as	SCONJ
dem-11733	100	39	the	the	DET
dem-11733	100	40	largest	large	ADJ
dem-11733	100	41	quantile	quantile	NOUN
dem-11733	100	42	0.95	0.95	NUM
dem-11733	100	43	is	be	AUX
dem-11733	100	44	concerned	concern	VERB
dem-11733	100	45	.	.	PUNCT
dem-11733	101	1	it	it	PRON
dem-11733	101	2	turns	turn	VERB
dem-11733	101	3	out	out	ADP
dem-11733	101	4	that	that	SCONJ
dem-11733	101	5	m1	m1	PROPN
dem-11733	101	6	produces	produce	VERB
dem-11733	101	7	then	then	ADV
dem-11733	101	8	the	the	DET
dem-11733	101	9	best	good	ADJ
dem-11733	101	10	results	result	NOUN
dem-11733	101	11	in	in	ADP
dem-11733	101	12	terms	term	NOUN
dem-11733	101	13	of	of	ADP
dem-11733	101	14	the	the	DET
dem-11733	101	15	trimmed	trim	VERB
dem-11733	101	16	mean	mean	NOUN
dem-11733	101	17	relative	relative	ADJ
dem-11733	101	18	ll	ll	NOUN
dem-11733	101	19	,	,	PUNCT
dem-11733	101	20	while	while	SCONJ
dem-11733	101	21	at	at	ADP
dem-11733	101	22	the	the	DET
dem-11733	101	23	same	same	ADJ
dem-11733	101	24	time	time	NOUN
dem-11733	101	25	it	it	PRON
dem-11733	101	26	is	be	AUX
dem-11733	101	27	ranked	rank	VERB
dem-11733	101	28	among	among	ADP
dem-11733	101	29	the	the	DET
dem-11733	101	30	worst	bad	ADJ
dem-11733	101	31	according	accord	VERB
dem-11733	101	32	to	to	ADP
dem-11733	101	33	the	the	DET
dem-11733	101	34	number	number	NOUN
dem-11733	101	35	of	of	ADP
dem-11733	101	36	the	the	DET
dem-11733	101	37	best	good	ADJ
dem-11733	101	38	outcomes	outcome	NOUN
dem-11733	101	39	produced	produce	VERB
dem-11733	101	40	for	for	ADP
dem-11733	101	41	different	different	ADJ
dem-11733	101	42	time	time	NOUN
dem-11733	101	43	series	series	NOUN
dem-11733	101	44	.	.	PUNCT
dem-11733	102	1	we	we	PRON
dem-11733	102	2	treat	treat	VERB
dem-11733	102	3	this	this	DET
dem-11733	102	4	finding	finding	NOUN
dem-11733	102	5	as	as	ADP
dem-11733	102	6	an	an	DET
dem-11733	102	7	indication	indication	NOUN
dem-11733	102	8	that	that	SCONJ
dem-11733	102	9	this	this	DET
dem-11733	102	10	formula	formula	NOUN
dem-11733	102	11	may	may	AUX
dem-11733	102	12	often	often	ADV
dem-11733	102	13	constitute	constitute	VERB
dem-11733	102	14	a	a	DET
dem-11733	102	15	‘	'	PUNCT
dem-11733	102	16	safe	safe	ADJ
dem-11733	102	17	choice	choice	NOUN
dem-11733	102	18	’	'	PUNCT
dem-11733	102	19	,	,	PUNCT
dem-11733	102	20	which	which	PRON
dem-11733	102	21	should	should	AUX
dem-11733	102	22	not	not	PART
dem-11733	102	23	lead	lead	VERB
dem-11733	102	24	to	to	ADP
dem-11733	102	25	highly	highly	ADV
dem-11733	102	26	suboptimal	suboptimal	ADJ
dem-11733	102	27	results	result	NOUN
dem-11733	102	28	,	,	PUNCT
dem-11733	102	29	although	although	SCONJ
dem-11733	102	30	usually	usually	ADV
dem-11733	102	31	it	it	PRON
dem-11733	102	32	will	will	AUX
dem-11733	102	33	be	be	AUX
dem-11733	102	34	outperformed	outperform	VERB
dem-11733	102	35	by	by	ADP
dem-11733	102	36	other	other	ADJ
dem-11733	102	37	methods	method	NOUN
dem-11733	102	38	used	use	VERB
dem-11733	102	39	in	in	ADP
dem-11733	102	40	focus	focus	NOUN
dem-11733	102	41	forecasting	forecasting	NOUN
dem-11733	102	42	.	.	PUNCT
dem-11733	103	1	analyzing	analyze	VERB
dem-11733	103	2	the	the	DET
dem-11733	103	3	mean	mean	ADJ
dem-11733	103	4	values	value	NOUN
dem-11733	103	5	of	of	ADP
dem-11733	103	6	hit	hit	NOUN
dem-11733	103	7	presented	present	VERB
dem-11733	103	8	in	in	ADP
dem-11733	103	9	table	table	NOUN
dem-11733	103	10	4	4	NUM
dem-11733	103	11	it	it	PRON
dem-11733	103	12	can	can	AUX
dem-11733	103	13	be	be	AUX
dem-11733	103	14	noticed	notice	VERB
dem-11733	103	15	that	that	SCONJ
dem-11733	103	16	the	the	DET
dem-11733	103	17	bootstrap	bootstrap	NOUN
dem-11733	103	18	and	and	CCONJ
dem-11733	103	19	the	the	DET
dem-11733	103	20	smoothing	smooth	VERB
dem-11733	103	21	methods	method	NOUN
dem-11733	103	22	perform	perform	VERB
dem-11733	103	23	relatively	relatively	ADV
dem-11733	103	24	well	well	ADV
dem-11733	103	25	in	in	ADP
dem-11733	103	26	terms	term	NOUN
dem-11733	103	27	of	of	ADP
dem-11733	103	28	this	this	DET
dem-11733	103	29	measure	measure	NOUN
dem-11733	103	30	.	.	PUNCT
dem-11733	104	1	in	in	ADP
dem-11733	104	2	particular	particular	ADJ
dem-11733	104	3	,	,	PUNCT
dem-11733	104	4	the	the	DET
dem-11733	104	5	smallest	small	ADJ
dem-11733	104	6	discrepancies	discrepancy	NOUN
dem-11733	104	7	between	between	ADP
dem-11733	104	8	hit	hit	NOUN
dem-11733	104	9	and	and	CCONJ
dem-11733	104	10	1	1	PROPN
dem-11733	104	11	for	for	ADP
dem-11733	104	12	quantiles	quantile	NOUN
dem-11733	104	13	0.25	0.25	NUM
dem-11733	104	14	and	and	CCONJ
dem-11733	104	15	0.5	0.5	NUM
dem-11733	104	16	are	be	AUX
dem-11733	104	17	for	for	ADP
dem-11733	104	18	the	the	DET
dem-11733	104	19	smoothing	smooth	VERB
dem-11733	104	20	procedures	procedure	NOUN
dem-11733	104	21	.	.	PUNCT
dem-11733	105	1	we	we	PRON
dem-11733	105	2	had	have	VERB
dem-11733	105	3	to	to	PART
dem-11733	105	4	resigned	resign	VERB
dem-11733	105	5	from	from	ADP
dem-11733	105	6	testing	test	VERB
dem-11733	105	7	the	the	DET
dem-11733	105	8	significance	significance	NOUN
dem-11733	105	9	of	of	ADP
dem-11733	105	10	deviations	deviation	NOUN
dem-11733	105	11	of	of	ADP
dem-11733	105	12	the	the	DET
dem-11733	105	13	hit	hit	VERB
dem-11733	105	14	ratios	ratio	NOUN
dem-11733	105	15	for	for	ADP
dem-11733	105	16	individual	individual	ADJ
dem-11733	105	17	time	time	NOUN
dem-11733	105	18	series	series	NOUN
dem-11733	105	19	due	due	ADP
dem-11733	105	20	to	to	ADP
dem-11733	105	21	the	the	DET
dem-11733	105	22	fact	fact	NOUN
dem-11733	105	23	that	that	SCONJ
dem-11733	105	24	we	we	PRON
dem-11733	105	25	operate	operate	VERB
dem-11733	105	26	on	on	ADP
dem-11733	105	27	short	short	ADJ
dem-11733	105	28	time	time	NOUN
dem-11733	105	29	series	series	NOUN
dem-11733	105	30	and	and	CCONJ
dem-11733	105	31	are	be	AUX
dem-11733	105	32	able	able	ADJ
dem-11733	105	33	to	to	PART
dem-11733	105	34	analyze	analyze	VERB
dem-11733	105	35	only	only	ADV
dem-11733	105	36	a	a	DET
dem-11733	105	37	small	small	ADJ
dem-11733	105	38	number	number	NOUN
dem-11733	105	39	of	of	ADP
dem-11733	105	40	forecasts	forecast	NOUN
dem-11733	105	41	.	.	PUNCT
dem-11733	106	1	it	it	PRON
dem-11733	106	2	can	can	AUX
dem-11733	106	3	be	be	AUX
dem-11733	106	4	noticed	notice	VERB
dem-11733	106	5	,	,	PUNCT
dem-11733	106	6	however	however	ADV
dem-11733	106	7	,	,	PUNCT
dem-11733	106	8	that	that	SCONJ
dem-11733	106	9	the	the	DET
dem-11733	106	10	kupiec	kupiec	NOUN
dem-11733	106	11	test	test	NOUN
dem-11733	106	12	performed	perform	VERB
dem-11733	106	13	on	on	ADP
dem-11733	106	14	the	the	DET
dem-11733	106	15	whole	whole	ADJ
dem-11733	106	16	set	set	NOUN
dem-11733	106	17	of	of	ADP
dem-11733	106	18	the	the	DET
dem-11733	106	19	analyzed	analyze	VERB
dem-11733	106	20	data	datum	NOUN
dem-11733	106	21	does	do	AUX
dem-11733	106	22	not	not	PART
dem-11733	106	23	reject	reject	VERB
dem-11733	106	24	its	its	PRON
dem-11733	106	25	null	null	ADJ
dem-11733	106	26	hypothesis	hypothesis	NOUN
dem-11733	106	27	(	(	PUNCT
dem-11733	106	28	stating	state	VERB
dem-11733	106	29	that	that	SCONJ
dem-11733	106	30	,	,	PUNCT
dem-11733	106	31	for	for	ADP
dem-11733	106	32	a	a	DET
dem-11733	106	33	given	give	VERB
dem-11733	106	34	method	method	NOUN
dem-11733	106	35	,	,	PUNCT
dem-11733	106	36	hit	hit	VERB
dem-11733	106	37	is	be	AUX
dem-11733	106	38	equal	equal	ADJ
dem-11733	106	39	to	to	ADP
dem-11733	106	40	1	1	PROPN
dem-11733	106	41	)	)	PUNCT
dem-11733	106	42	for	for	ADP
dem-11733	106	43	all	all	DET
dem-11733	106	44	the	the	DET
dem-11733	106	45	examined	examine	VERB
dem-11733	106	46	quantiles	quantile	NOUN
dem-11733	106	47	above	above	ADP
dem-11733	106	48	the	the	DET
dem-11733	106	49	median	median	NOUN
dem-11733	106	50	(	(	PUNCT
dem-11733	106	51	see	see	VERB
dem-11733	106	52	table	table	NOUN
dem-11733	106	53	4	4	NUM
dem-11733	106	54	)	)	PUNCT
dem-11733	106	55	.	.	PUNCT
dem-11733	107	1	finally	finally	ADV
dem-11733	107	2	,	,	PUNCT
dem-11733	107	3	it	it	PRON
dem-11733	107	4	can	can	AUX
dem-11733	107	5	also	also	ADV
dem-11733	107	6	be	be	AUX
dem-11733	107	7	observed	observe	VERB
dem-11733	107	8	that	that	SCONJ
dem-11733	107	9	,	,	PUNCT
dem-11733	107	10	although	although	SCONJ
dem-11733	107	11	taking	take	VERB
dem-11733	107	12	logarithms	logarithm	NOUN
dem-11733	107	13	prior	prior	ADV
dem-11733	107	14	to	to	ADP
dem-11733	107	15	the	the	DET
dem-11733	107	16	estimation	estimation	NOUN
dem-11733	107	17	of	of	ADP
dem-11733	107	18	our	our	PRON
dem-11733	107	19	models	model	NOUN
dem-11733	107	20	can	can	AUX
dem-11733	107	21	improve	improve	VERB
dem-11733	107	22	the	the	DET
dem-11733	107	23	forecasting	forecasting	NOUN
dem-11733	107	24	results	result	NOUN
dem-11733	107	25	,	,	PUNCT
dem-11733	107	26	it	it	PRON
dem-11733	107	27	appears	appear	VERB
dem-11733	107	28	that	that	SCONJ
dem-11733	107	29	the	the	DET
dem-11733	107	30	logarithmic	logarithmic	ADJ
dem-11733	107	31	transformation	transformation	NOUN
dem-11733	107	32	is	be	AUX
dem-11733	107	33	not	not	PART
dem-11733	107	34	always	always	ADV
dem-11733	107	35	necessary	necessary	ADJ
dem-11733	107	36	and	and	CCONJ
dem-11733	107	37	also	also	ADV
dem-11733	107	38	not	not	PART
dem-11733	107	39	always	always	ADV
dem-11733	107	40	enough	enough	ADJ
dem-11733	107	41	to	to	PART
dem-11733	107	42	remove	remove	VERB
dem-11733	107	43	heteroscedasticity	heteroscedasticity	NOUN
dem-11733	107	44	from	from	ADP
dem-11733	107	45	the	the	DET
dem-11733	107	46	analyzed	analyze	VERB
dem-11733	107	47	time	time	NOUN
dem-11733	107	48	series	series	NOUN
dem-11733	107	49	.	.	PUNCT
dem-11733	108	1	final	final	ADJ
dem-11733	108	2	remarks	remark	NOUN
dem-11733	108	3	as	as	ADP
dem-11733	108	4	a	a	DET
dem-11733	108	5	summary	summary	NOUN
dem-11733	108	6	of	of	ADP
dem-11733	108	7	our	our	PRON
dem-11733	108	8	findings	finding	NOUN
dem-11733	108	9	from	from	ADP
dem-11733	108	10	the	the	DET
dem-11733	108	11	present	present	ADJ
dem-11733	108	12	examination	examination	NOUN
dem-11733	108	13	it	it	PRON
dem-11733	108	14	is	be	AUX
dem-11733	108	15	worth	worth	ADJ
dem-11733	108	16	underlining	underline	VERB
dem-11733	108	17	that	that	SCONJ
dem-11733	108	18	among	among	ADP
dem-11733	108	19	the	the	DET
dem-11733	108	20	most	most	ADV
dem-11733	108	21	promising	promising	ADJ
dem-11733	108	22	methods	method	NOUN
dem-11733	108	23	of	of	ADP
dem-11733	108	24	quantile	quantile	ADJ
dem-11733	108	25	forecasting	forecasting	NOUN
dem-11733	108	26	in	in	ADP
dem-11733	108	27	operational	operational	ADJ
dem-11733	108	28	planning	planning	NOUN
dem-11733	108	29	and	and	CCONJ
dem-11733	108	30	inventory	inventory	NOUN
dem-11733	108	31	management	management	NOUN
dem-11733	108	32	are	be	AUX
dem-11733	108	33	procedures	procedure	NOUN
dem-11733	108	34	based	base	VERB
dem-11733	108	35	on	on	ADP
dem-11733	108	36	median	median	ADJ
dem-11733	108	37	and	and	CCONJ
dem-11733	108	38	quantile	quantile	ADJ
dem-11733	108	39	estimation	estimation	NOUN
dem-11733	108	40	as	as	ADV
dem-11733	108	41	well	well	ADV
dem-11733	108	42	as	as	ADP
dem-11733	108	43	bootstrap	bootstrap	NOUN
dem-11733	108	44	techniques	technique	NOUN
dem-11733	108	45	.	.	PUNCT
dem-11733	109	1	in	in	ADP
dem-11733	109	2	particular	particular	ADJ
dem-11733	109	3	,	,	PUNCT
dem-11733	109	4	it	it	PRON
dem-11733	109	5	seems	seem	VERB
dem-11733	109	6	interesting	interesting	ADJ
dem-11733	109	7	to	to	PART
dem-11733	109	8	join	join	VERB
dem-11733	109	9	the	the	DET
dem-11733	109	10	theta	theta	NOUN
dem-11733	109	11	method	method	NOUN
dem-11733	109	12	and	and	CCONJ
dem-11733	109	13	the	the	DET
dem-11733	109	14	quantile	quantile	ADJ
dem-11733	109	15	regression	regression	NOUN
dem-11733	109	16	methodology	methodology	NOUN
dem-11733	109	17	since	since	SCONJ
dem-11733	109	18	,	,	PUNCT
dem-11733	109	19	as	as	SCONJ
dem-11733	109	20	it	it	PRON
dem-11733	109	21	takes	take	VERB
dem-11733	109	22	place	place	NOUN
dem-11733	109	23	in	in	ADP
dem-11733	109	24	this	this	DET
dem-11733	109	25	study	study	NOUN
dem-11733	109	26	for	for	ADP
dem-11733	109	27	quantiles	quantile	NOUN
dem-11733	109	28	0.05	0.05	NUM
dem-11733	109	29	,	,	PUNCT
dem-11733	109	30	0.1	0.1	NUM
dem-11733	109	31	,	,	PUNCT
dem-11733	109	32	0.25	0.25	NUM
dem-11733	109	33	and	and	CCONJ
dem-11733	109	34	0.5	0.5	NUM
dem-11733	109	35	,	,	PUNCT
dem-11733	109	36	such	such	DET
dem-11733	109	37	an	an	DET
dem-11733	109	38	approach	approach	NOUN
dem-11733	109	39	may	may	AUX
dem-11733	109	40	be	be	AUX
dem-11733	109	41	competitive	competitive	ADJ
dem-11733	109	42	to	to	ADP
dem-11733	109	43	other	other	ADJ
dem-11733	109	44	popular	popular	ADJ
dem-11733	109	45	methods	method	NOUN
dem-11733	109	46	of	of	ADP
dem-11733	109	47	quantile	quantile	ADJ
dem-11733	109	48	forecasting	forecasting	NOUN
dem-11733	109	49	.	.	PUNCT
dem-11733	110	1	7	7	NUM
dem-11733	110	2	7	7	NUM
dem-11733	110	3	however	however	ADV
dem-11733	110	4	,	,	PUNCT
dem-11733	110	5	in	in	ADP
dem-11733	110	6	order	order	NOUN
dem-11733	110	7	to	to	PART
dem-11733	110	8	properly	properly	ADV
dem-11733	110	9	assess	assess	VERB
dem-11733	110	10	the	the	DET
dem-11733	110	11	performance	performance	NOUN
dem-11733	110	12	of	of	ADP
dem-11733	110	13	this	this	DET
dem-11733	110	14	approach	approach	NOUN
dem-11733	110	15	in	in	ADP
dem-11733	110	16	relation	relation	NOUN
dem-11733	110	17	to	to	ADP
dem-11733	110	18	other	other	ADJ
dem-11733	110	19	methods	method	NOUN
dem-11733	110	20	,	,	PUNCT
dem-11733	110	21	further	further	ADJ
dem-11733	110	22	studies	study	NOUN
dem-11733	110	23	are	be	AUX
dem-11733	110	24	required	require	VERB
dem-11733	110	25	,	,	PUNCT
dem-11733	110	26	possibly	possibly	ADV
dem-11733	110	27	based	base	VERB
dem-11733	110	28	on	on	ADP
dem-11733	110	29	a	a	DET
dem-11733	110	30	larger	large	ADJ
dem-11733	110	31	dataset	dataset	NOUN
dem-11733	110	32	,	,	PUNCT
dem-11733	110	33	since	since	SCONJ
dem-11733	110	34	in	in	ADP
dem-11733	110	35	the	the	DET
dem-11733	110	36	present	present	ADJ
dem-11733	110	37	study	study	NOUN
dem-11733	110	38	we	we	PRON
dem-11733	110	39	do	do	AUX
dem-11733	110	40	not	not	PART
dem-11733	110	41	formally	formally	ADV
dem-11733	110	42	test	test	VERB
dem-11733	110	43	the	the	DET
dem-11733	110	44	significance	significance	NOUN
dem-11733	110	45	of	of	ADP
dem-11733	110	46	the	the	DET
dem-11733	110	47	differences	difference	NOUN
dem-11733	110	48	in	in	ADP
dem-11733	110	49	predictive	predictive	ADJ
dem-11733	110	50	abilities	ability	NOUN
dem-11733	110	51	of	of	ADP
dem-11733	110	52	the	the	DET
dem-11733	110	53	different	different	ADJ
dem-11733	110	54	approaches	approach	NOUN
dem-11733	110	55	.	.	PUNCT
dem-11733	111	1	quantile	quantile	ADJ
dem-11733	111	2	forecasting	forecasting	NOUN
dem-11733	111	3	in	in	ADP
dem-11733	111	4	operational	operational	ADJ
dem-11733	111	5	planning	planning	NOUN
dem-11733	111	6	and	and	CCONJ
dem-11733	111	7	inventory	inventory	NOUN
dem-11733	111	8	management	management	NOUN
dem-11733	111	9	…	…	PUNCT
dem-11733	111	10	dynamic	dynamic	ADJ
dem-11733	111	11	econometric	econometric	ADJ
dem-11733	111	12	models	model	NOUN
dem-11733	111	13	16	16	NUM
dem-11733	111	14	(	(	PUNCT
dem-11733	111	15	2016	2016	NUM
dem-11733	111	16	)	)	PUNCT
dem-11733	111	17	5–20	5–20	PROPN
dem-11733	111	18	15	15	NUM
dem-11733	111	19	the	the	DET
dem-11733	111	20	above	above	ADJ
dem-11733	111	21	remark	remark	NOUN
dem-11733	111	22	stays	stay	VERB
dem-11733	111	23	in	in	ADP
dem-11733	111	24	accordance	accordance	NOUN
dem-11733	111	25	with	with	ADP
dem-11733	111	26	the	the	DET
dem-11733	111	27	opinion	opinion	NOUN
dem-11733	111	28	that	that	SCONJ
dem-11733	111	29	regression	regression	NOUN
dem-11733	111	30	quantiles	quantile	NOUN
dem-11733	111	31	should	should	AUX
dem-11733	111	32	be	be	AUX
dem-11733	111	33	included	include	VERB
dem-11733	111	34	in	in	ADP
dem-11733	111	35	the	the	DET
dem-11733	111	36	inventory	inventory	NOUN
dem-11733	111	37	management	management	NOUN
dem-11733	111	38	toolbox	toolbox	NOUN
dem-11733	111	39	8	8	NUM
dem-11733	111	40	.	.	PUNCT
dem-11733	112	1	as	as	SCONJ
dem-11733	112	2	was	be	AUX
dem-11733	112	3	shown	show	VERB
dem-11733	112	4	in	in	ADP
dem-11733	112	5	the	the	DET
dem-11733	112	6	present	present	ADJ
dem-11733	112	7	study	study	NOUN
dem-11733	112	8	,	,	PUNCT
dem-11733	112	9	they	they	PRON
dem-11733	112	10	can	can	AUX
dem-11733	112	11	be	be	AUX
dem-11733	112	12	used	use	VERB
dem-11733	112	13	both	both	PRON
dem-11733	112	14	to	to	PART
dem-11733	112	15	optimize	optimize	VERB
dem-11733	112	16	the	the	DET
dem-11733	112	17	value	value	NOUN
dem-11733	112	18	of	of	ADP
dem-11733	112	19	the	the	DET
dem-11733	112	20	smoothing	smooth	VERB
dem-11733	112	21	constant	constant	ADJ
dem-11733	112	22			NUM
dem-11733	112	23	in	in	ADP
dem-11733	112	24	the	the	DET
dem-11733	112	25	mad	mad	ADJ
dem-11733	112	26	equation	equation	NOUN
dem-11733	112	27	as	as	ADV
dem-11733	112	28	well	well	ADV
dem-11733	112	29	as	as	ADP
dem-11733	112	30	to	to	PART
dem-11733	112	31	compute	compute	VERB
dem-11733	112	32	quantile	quantile	ADJ
dem-11733	112	33	forecasts	forecast	NOUN
dem-11733	112	34	based	base	VERB
dem-11733	112	35	on	on	ADP
dem-11733	112	36	autoregressive	autoregressive	ADJ
dem-11733	112	37	specifications	specification	NOUN
dem-11733	112	38	with	with	ADP
dem-11733	112	39	trend	trend	NOUN
dem-11733	112	40	functions	function	NOUN
dem-11733	112	41	.	.	PUNCT
dem-11733	113	1	some	some	DET
dem-11733	113	2	promising	promising	ADJ
dem-11733	113	3	areas	area	NOUN
dem-11733	113	4	of	of	ADP
dem-11733	113	5	further	further	ADJ
dem-11733	113	6	studies	study	NOUN
dem-11733	113	7	are	be	AUX
dem-11733	113	8	the	the	DET
dem-11733	113	9	design	design	NOUN
dem-11733	113	10	of	of	ADP
dem-11733	113	11	bootstrap	bootstrap	NOUN
dem-11733	113	12	procedures	procedure	NOUN
dem-11733	113	13	based	base	VERB
dem-11733	113	14	on	on	ADP
dem-11733	113	15	an	an	DET
dem-11733	113	16	explicit	explicit	ADJ
dem-11733	113	17	modelling	modelling	NOUN
dem-11733	113	18	of	of	ADP
dem-11733	113	19	volatility	volatility	NOUN
dem-11733	113	20	with	with	ADP
dem-11733	113	21	the	the	DET
dem-11733	113	22	aim	aim	NOUN
dem-11733	113	23	of	of	ADP
dem-11733	113	24	a	a	DET
dem-11733	113	25	use	use	NOUN
dem-11733	113	26	in	in	ADP
dem-11733	113	27	inventory	inventory	NOUN
dem-11733	113	28	planning	planning	NOUN
dem-11733	113	29	and	and	CCONJ
dem-11733	113	30	an	an	DET
dem-11733	113	31	assessment	assessment	NOUN
dem-11733	113	32	of	of	ADP
dem-11733	113	33	simulationand	simulationand	NOUN
dem-11733	113	34	non	non	ADJ
dem-11733	113	35	-	-	ADJ
dem-11733	113	36	simulationbased	simulationbased	ADJ
dem-11733	113	37	procedures	procedure	NOUN
dem-11733	113	38	of	of	ADP
dem-11733	113	39	longer	long	ADJ
dem-11733	113	40	-	-	PUNCT
dem-11733	113	41	term	term	NOUN
dem-11733	113	42	quantile	quantile	ADJ
dem-11733	113	43	forecasting	forecasting	NOUN
dem-11733	113	44	in	in	ADP
dem-11733	113	45	operational	operational	ADJ
dem-11733	113	46	management	management	NOUN
dem-11733	113	47	applications	application	NOUN
dem-11733	113	48	.	.	PUNCT
dem-11733	114	1	some	some	PRON
dem-11733	114	2	of	of	ADP
dem-11733	114	3	these	these	DET
dem-11733	114	4	problems	problem	NOUN
dem-11733	114	5	will	will	AUX
dem-11733	114	6	be	be	AUX
dem-11733	114	7	discussed	discuss	VERB
dem-11733	114	8	further	far	ADV
dem-11733	114	9	in	in	ADP
dem-11733	114	10	the	the	DET
dem-11733	114	11	present	present	ADJ
dem-11733	114	12	project	project	NOUN
dem-11733	114	13	.	.	PUNCT
dem-11733	115	1	references	reference	NOUN
dem-11733	115	2	applied	apply	VERB
dem-11733	115	3	forecasting	forecasting	NOUN
dem-11733	115	4	,	,	PUNCT
dem-11733	115	5	webpage	webpage	NOUN
dem-11733	115	6	sponsored	sponsor	VERB
dem-11733	115	7	by	by	ADP
dem-11733	115	8	route	route	NOUN
dem-11733	115	9	optimization	optimization	NOUN
dem-11733	115	10	and	and	CCONJ
dem-11733	115	11	heiloo	heiloo	ADJ
dem-11733	115	12	,	,	PUNCT
dem-11733	115	13	http://www.appliedforecasting.com/quantiles-forecasts-for-inventory-optimization/	http://www.appliedforecasting.com/quantiles-forecasts-for-inventory-optimization/	X
dem-11733	115	14	(	(	PUNCT
dem-11733	115	15	26.09.2015	26.09.2015	PROPN
dem-11733	115	16	)	)	PUNCT
dem-11733	115	17	.	.	PUNCT
dem-11733	116	1	bruzda	bruzda	PROPN
dem-11733	116	2	,	,	PUNCT
dem-11733	116	3	j.	j.	PROPN
dem-11733	116	4	(	(	PUNCT
dem-11733	116	5	2014	2014	NUM
dem-11733	116	6	)	)	PUNCT
dem-11733	116	7	,	,	PUNCT
dem-11733	116	8	prognozy	prognozy	PROPN
dem-11733	116	9	kwantylowe	kwantylowe	PROPN
dem-11733	116	10	w	w	PROPN
dem-11733	116	11	zastosowaniach	zastosowaniach	NOUN
dem-11733	116	12	logistycznych	logistycznych	NOUN
dem-11733	116	13	.	.	PUNCT
dem-11733	117	1	wprowadzenie	wprowadzenie	NOUN
dem-11733	117	2	do	do	VERB
dem-11733	117	3	problematyki	problematyki	NOUN
dem-11733	117	4	(	(	PUNCT
dem-11733	117	5	quantile	quantile	VERB
dem-11733	117	6	forecasts	forecast	NOUN
dem-11733	117	7	in	in	ADP
dem-11733	117	8	logistic	logistic	ADJ
dem-11733	117	9	applications	application	NOUN
dem-11733	117	10	–	–	PUNCT
dem-11733	117	11	an	an	DET
dem-11733	117	12	introduction	introduction	NOUN
dem-11733	117	13	)	)	PUNCT
dem-11733	117	14	,	,	PUNCT
dem-11733	117	15	in	in	ADP
dem-11733	117	16	chaberek	chaberek	NOUN
dem-11733	117	17	m	m	PROPN
dem-11733	117	18	and	and	CCONJ
dem-11733	117	19	reszka	reszka	PROPN
dem-11733	117	20	l.	l.	PROPN
dem-11733	117	21	(	(	PUNCT
dem-11733	117	22	eds	eds	PROPN
dem-11733	117	23	.	.	PUNCT
dem-11733	117	24	)	)	PUNCT
dem-11733	118	1	zeszyty	zeszyty	VERB
dem-11733	118	2	naukowe	naukowe	NOUN
dem-11733	118	3	uniwersytetu	uniwersytetu	NOUN
dem-11733	118	4	gdańskiego	gdańskiego	NOUN
dem-11733	118	5	,	,	PUNCT
dem-11733	118	6	ekonomika	ekonomika	X
dem-11733	118	7	transportu	transportu	NOUN
dem-11733	118	8	i	i	PRON
dem-11733	118	9	logistyki	logistyki	NOUN
dem-11733	118	10	(	(	PUNCT
dem-11733	118	11	scientific	scientific	ADJ
dem-11733	118	12	papers	paper	NOUN
dem-11733	118	13	of	of	ADP
dem-11733	118	14	the	the	DET
dem-11733	118	15	university	university	PROPN
dem-11733	118	16	of	of	ADP
dem-11733	118	17	gdańsk	gdańsk	NOUN
dem-11733	118	18	,	,	PUNCT
dem-11733	118	19	transport	transport	NOUN
dem-11733	118	20	and	and	CCONJ
dem-11733	118	21	logistics	logistic	NOUN
dem-11733	118	22	economics	economic	NOUN
dem-11733	118	23	)	)	PUNCT
dem-11733	118	24	,	,	PUNCT
dem-11733	118	25	51	51	NUM
dem-11733	118	26	,	,	PUNCT
dem-11733	118	27	175–195	175–195	NUM
dem-11733	118	28	.	.	PROPN
dem-11733	118	29	bruzda	bruzda	PROPN
dem-11733	118	30	,	,	PUNCT
dem-11733	118	31	j.	j.	PROPN
dem-11733	118	32	(	(	PUNCT
dem-11733	118	33	2016	2016	NUM
dem-11733	118	34	)	)	PUNCT
dem-11733	118	35	,	,	PUNCT
dem-11733	118	36	metody	metody	ADJ
dem-11733	118	37	wyznaczania	wyznaczania	PROPN
dem-11733	118	38	prognoz	prognoz	PROPN
dem-11733	118	39	kwantylowych	kwantylowych	PROPN
dem-11733	118	40	w	w	PROPN
dem-11733	118	41	logistyce	logistyce	PROPN
dem-11733	118	42	–	–	PUNCT
dem-11733	118	43	weryfikacja	weryfikacja	PROPN
dem-11733	118	44	empiryczna	empiryczna	PROPN
dem-11733	118	45	(	(	PUNCT
dem-11733	118	46	methods	method	NOUN
dem-11733	118	47	of	of	ADP
dem-11733	118	48	quantile	quantile	ADJ
dem-11733	118	49	forecasting	forecasting	NOUN
dem-11733	118	50	in	in	ADP
dem-11733	118	51	logistic	logistic	ADJ
dem-11733	118	52	applications	application	NOUN
dem-11733	118	53	–	–	PUNCT
dem-11733	118	54	an	an	DET
dem-11733	118	55	empirical	empirical	ADJ
dem-11733	118	56	verification	verification	NOUN
dem-11733	118	57	)	)	PUNCT
dem-11733	118	58	,	,	PUNCT
dem-11733	118	59	logistyka	logistyka	NOUN
dem-11733	118	60	(	(	PUNCT
dem-11733	118	61	logistics	logistic	NOUN
dem-11733	118	62	)	)	PUNCT
dem-11733	118	63	,	,	PUNCT
dem-11733	118	64	5/2016	5/2016	NUM
dem-11733	118	65	,	,	PUNCT
dem-11733	118	66	logistyka	logistyka	NOUN
dem-11733	118	67	–	–	PUNCT
dem-11733	118	68	nauka	nauka	PROPN
dem-11733	118	69	(	(	PUNCT
dem-11733	118	70	logistic	logistic	ADJ
dem-11733	118	71	research	research	NOUN
dem-11733	118	72	)	)	PUNCT
dem-11733	118	73	,	,	PUNCT
dem-11733	118	74	9–13	9–13	NOUN
dem-11733	118	75	.	.	PUNCT
dem-11733	119	1	ciesielski	ciesielski	NOUN
dem-11733	119	2	,	,	PUNCT
dem-11733	119	3	m.	m.	NOUN
dem-11733	119	4	(	(	PUNCT
dem-11733	119	5	2011	2011	NUM
dem-11733	119	6	)	)	PUNCT
dem-11733	119	7	,	,	PUNCT
dem-11733	119	8	zarządzanie	zarządzanie	PROPN
dem-11733	119	9	łańcuchami	łańcuchami	PROPN
dem-11733	119	10	dostaw	dostaw	PROPN
dem-11733	119	11	(	(	PUNCT
dem-11733	119	12	supply	supply	NOUN
dem-11733	119	13	chain	chain	NOUN
dem-11733	119	14	management	management	NOUN
dem-11733	119	15	)	)	PUNCT
dem-11733	119	16	,	,	PUNCT
dem-11733	119	17	polskie	polskie	NOUN
dem-11733	119	18	wydawnictwo	wydawnictwo	PROPN
dem-11733	119	19	ekonomiczne	ekonomiczne	PROPN
dem-11733	119	20	,	,	PUNCT
dem-11733	119	21	warszawa	warszawa	PROPN
dem-11733	119	22	.	.	PUNCT
dem-11733	120	1	clements	clements	PROPN
dem-11733	120	2	,	,	PUNCT
dem-11733	120	3	m.	m.	NOUN
dem-11733	120	4	p.	p.	PROPN
dem-11733	120	5	(	(	PUNCT
dem-11733	120	6	2005	2005	NUM
dem-11733	120	7	)	)	PUNCT
dem-11733	120	8	,	,	PUNCT
dem-11733	120	9	evaluating	evaluate	VERB
dem-11733	120	10	econometric	econometric	ADJ
dem-11733	120	11	forecasts	forecast	NOUN
dem-11733	120	12	of	of	ADP
dem-11733	120	13	economic	economic	ADJ
dem-11733	120	14	and	and	CCONJ
dem-11733	120	15	financial	financial	ADJ
dem-11733	120	16	variables	variable	NOUN
dem-11733	120	17	,	,	PUNCT
dem-11733	120	18	palgrave	palgrave	PROPN
dem-11733	120	19	macmillan	macmillan	PROPN
dem-11733	120	20	,	,	PUNCT
dem-11733	120	21	new	new	PROPN
dem-11733	120	22	york	york	PROPN
dem-11733	120	23	.	.	PUNCT
dem-11733	121	1	doman	doman	PROPN
dem-11733	121	2	,	,	PUNCT
dem-11733	121	3	m.	m.	NOUN
dem-11733	121	4	,	,	PUNCT
dem-11733	121	5	doman	doman	PROPN
dem-11733	121	6	,	,	PUNCT
dem-11733	121	7	r.	r.	PROPN
dem-11733	121	8	(	(	PUNCT
dem-11733	121	9	2009	2009	NUM
dem-11733	121	10	)	)	PUNCT
dem-11733	121	11	,	,	PUNCT
dem-11733	121	12	modelowanie	modelowanie	NOUN
dem-11733	121	13	zmienności	zmienności	PROPN
dem-11733	122	1	i	i	PRON
dem-11733	122	2	ryzyka	ryzyka	VERB
dem-11733	122	3	.	.	PUNCT
dem-11733	123	1	metody	metody	ADJ
dem-11733	123	2	ekonometrii	ekonometrii	PROPN
dem-11733	123	3	finansowej	finansowej	PROPN
dem-11733	123	4	(	(	PUNCT
dem-11733	123	5	risk	risk	NOUN
dem-11733	123	6	and	and	CCONJ
dem-11733	123	7	volatility	volatility	NOUN
dem-11733	123	8	modelling	modelling	NOUN
dem-11733	123	9	.	.	PUNCT
dem-11733	124	1	methods	method	NOUN
dem-11733	124	2	of	of	ADP
dem-11733	124	3	financial	financial	ADJ
dem-11733	124	4	econometrics	econometric	NOUN
dem-11733	124	5	)	)	PUNCT
dem-11733	124	6	,	,	PUNCT
dem-11733	124	7	wolters	wolters	PROPN
dem-11733	124	8	kluwer	kluwer	PROPN
dem-11733	124	9	business	business	PROPN
dem-11733	124	10	,	,	PUNCT
dem-11733	124	11	kraków	kraków	PROPN
dem-11733	124	12	.	.	PUNCT
dem-11733	125	1	forecasting	forecasting	NOUN
dem-11733	125	2	principles	principle	NOUN
dem-11733	125	3	,	,	PUNCT
dem-11733	125	4	webpage	webpage	NOUN
dem-11733	125	5	sponsored	sponsor	VERB
dem-11733	125	6	by	by	ADP
dem-11733	125	7	the	the	DET
dem-11733	125	8	international	international	PROPN
dem-11733	125	9	institute	institute	PROPN
dem-11733	125	10	of	of	ADP
dem-11733	125	11	forecasters	forecasters	PROPN
dem-11733	125	12	,	,	PUNCT
dem-11733	125	13	http://www.forecastingprinciples.com/index.php/data	http://www.forecastingprinciples.com/index.php/data	PROPN
dem-11733	125	14	(	(	PUNCT
dem-11733	125	15	26.09.2015	26.09.2015	PROPN
dem-11733	125	16	)	)	PUNCT
dem-11733	125	17	.	.	PUNCT
dem-11733	126	1	gneiting	gneiting	NOUN
dem-11733	126	2	,	,	PUNCT
dem-11733	126	3	t.	t.	PROPN
dem-11733	126	4	(	(	PUNCT
dem-11733	126	5	2011	2011	NUM
dem-11733	126	6	)	)	PUNCT
dem-11733	126	7	,	,	PUNCT
dem-11733	126	8	quantiles	quantile	NOUN
dem-11733	126	9	as	as	ADP
dem-11733	126	10	optimal	optimal	ADJ
dem-11733	126	11	point	point	NOUN
dem-11733	126	12	forecasts	forecast	NOUN
dem-11733	126	13	,	,	PUNCT
dem-11733	126	14	international	international	ADJ
dem-11733	126	15	journal	journal	NOUN
dem-11733	126	16	of	of	ADP
dem-11733	126	17	forecasting	forecasting	NOUN
dem-11733	126	18	,	,	PUNCT
dem-11733	126	19	27	27	NUM
dem-11733	126	20	,	,	PUNCT
dem-11733	126	21	197–207	197–207	NUM
dem-11733	126	22	,	,	PUNCT
dem-11733	126	23	doi	doi	NOUN
dem-11733	126	24	:	:	PUNCT
dem-11733	126	25	http://dx.doi.org/10.1016/j.ijforecast.2009.12.015	http://dx.doi.org/10.1016/j.ijforecast.2009.12.015	PROPN
dem-11733	126	26	.	.	PUNCT
dem-11733	127	1	granger	granger	PROPN
dem-11733	127	2	,	,	PUNCT
dem-11733	127	3	c.	c.	PROPN
dem-11733	127	4	w.	w.	PROPN
dem-11733	127	5	j.	j.	PROPN
dem-11733	127	6	(	(	PUNCT
dem-11733	127	7	1999	1999	NUM
dem-11733	127	8	)	)	PUNCT
dem-11733	127	9	,	,	PUNCT
dem-11733	127	10	outline	outline	NOUN
dem-11733	127	11	of	of	ADP
dem-11733	127	12	forecast	forecast	NOUN
dem-11733	127	13	theory	theory	NOUN
dem-11733	127	14	using	use	VERB
dem-11733	127	15	generalized	generalized	ADJ
dem-11733	127	16	cost	cost	NOUN
dem-11733	127	17	functions	function	NOUN
dem-11733	127	18	,	,	PUNCT
dem-11733	127	19	spanish	spanish	ADJ
dem-11733	127	20	economic	economic	ADJ
dem-11733	127	21	review	review	NOUN
dem-11733	127	22	,	,	PUNCT
dem-11733	127	23	1	1	NUM
dem-11733	127	24	,	,	PUNCT
dem-11733	127	25	161–173	161–173	NUM
dem-11733	127	26	,	,	PUNCT
dem-11733	127	27	doi	doi	NOUN
dem-11733	127	28	:	:	PUNCT
dem-11733	127	29	http://dx.doi.org/10.1007/s101080050007	http://dx.doi.org/10.1007/s101080050007	PROPN
dem-11733	127	30	.	.	PUNCT
dem-11733	127	31	koenker	koenker	PROPN
dem-11733	127	32	,	,	PUNCT
dem-11733	127	33	r.	r.	PROPN
dem-11733	127	34	(	(	PUNCT
dem-11733	127	35	2005	2005	NUM
dem-11733	127	36	)	)	PUNCT
dem-11733	127	37	,	,	PUNCT
dem-11733	127	38	quantile	quantile	ADJ
dem-11733	127	39	regression	regression	NOUN
dem-11733	127	40	,	,	PUNCT
dem-11733	127	41	cambridge	cambridge	PROPN
dem-11733	127	42	university	university	PROPN
dem-11733	127	43	press	press	PROPN
dem-11733	127	44	,	,	PUNCT
dem-11733	127	45	cambridge	cambridge	PROPN
dem-11733	127	46	.	.	PROPN
dem-11733	127	47	8	8	NUM
dem-11733	127	48	see	see	VERB
dem-11733	127	49	applied	applied	ADJ
dem-11733	127	50	forecasting	forecasting	NOUN
dem-11733	127	51	,	,	PUNCT
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dem-11733	127	53	http://www.appliedforecasting.com/quantiles-forecasts-for-inventory-optimization/	http://www.appliedforecasting.com/quantiles-forecasts-for-inventory-optimization/	PROPN
dem-11733	127	54	http://www.forecastingprinciples.com/index.php/data	http://www.forecastingprinciples.com/index.php/data	PROPN
dem-11733	127	55	http://ideas.repec.org/a/eee/intfor/v27yi2p197-207.html	http://ideas.repec.org/a/eee/intfor/v27yi2p197-207.html	VERB
dem-11733	127	56	http://ideas.repec.org/s/eee/intfor.html	http://ideas.repec.org/s/eee/intfor.html	PROPN
dem-11733	127	57	http://ideas.repec.org/s/eee/intfor.html	http://ideas.repec.org/s/eee/intfor.html	PROPN
dem-11733	127	58	http://dx.doi.org/10.1016/j.ijforecast.2009.12.015	http://dx.doi.org/10.1016/j.ijforecast.2009.12.015	PROPN
dem-11733	127	59	joanna	joanna	PROPN
dem-11733	127	60	bruzda	bruzda	VERB
dem-11733	127	61	dynamic	dynamic	ADJ
dem-11733	127	62	econometric	econometric	ADJ
dem-11733	127	63	models	model	NOUN
dem-11733	127	64	16	16	NUM
dem-11733	127	65	(	(	PUNCT
dem-11733	127	66	2016	2016	NUM
dem-11733	127	67	)	)	PUNCT
dem-11733	127	68	5–20	5–20	PROPN
dem-11733	127	69	16	16	NUM
dem-11733	127	70	makridakis	makridaki	NOUN
dem-11733	127	71	,	,	PUNCT
dem-11733	127	72	s	s	PROPN
dem-11733	127	73	,	,	PUNCT
dem-11733	127	74	hibon	hibon	PROPN
dem-11733	127	75	,	,	PUNCT
dem-11733	127	76	m	m	PROPN
dem-11733	127	77	(	(	PUNCT
dem-11733	127	78	2000	2000	NUM
dem-11733	127	79	)	)	PUNCT
dem-11733	127	80	,	,	PUNCT
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dem-11733	127	82	m3	m3	NOUN
dem-11733	127	83	-	-	PUNCT
dem-11733	127	84	competition	competition	NOUN
dem-11733	127	85	:	:	PUNCT
dem-11733	127	86	results	result	NOUN
dem-11733	127	87	,	,	PUNCT
dem-11733	127	88	conclusions	conclusion	NOUN
dem-11733	127	89	and	and	CCONJ
dem-11733	127	90	implications	implication	NOUN
dem-11733	127	91	,	,	PUNCT
dem-11733	127	92	international	international	ADJ
dem-11733	127	93	journal	journal	NOUN
dem-11733	127	94	of	of	ADP
dem-11733	127	95	forecasting	forecasting	NOUN
dem-11733	127	96	,	,	PUNCT
dem-11733	127	97	16	16	NUM
dem-11733	127	98	,	,	PUNCT
dem-11733	127	99	451–476	451–476	NUM
dem-11733	127	100	,	,	PUNCT
dem-11733	127	101	doi	doi	PROPN
dem-11733	127	102	:	:	PUNCT
dem-11733	127	103	http://dx.doi.org/10.1016/s0169-2070(00)00057-1	http://dx.doi.org/10.1016/s0169-2070(00)00057-1	NOUN
dem-11733	127	104	.	.	PUNCT
dem-11733	128	1	r	r	NOUN
dem-11733	128	2	archive	archive	NOUN
dem-11733	128	3	network	network	NOUN
dem-11733	128	4	,	,	PUNCT
dem-11733	128	5	https://cran.r-project.org/web/packages/bayesm/index.html	https://cran.r-project.org/web/packages/bayesm/index.html	PUNCT
dem-11733	128	6	(	(	PUNCT
dem-11733	128	7	26.09.2015	26.09.2015	PROPN
dem-11733	128	8	)	)	PUNCT
dem-11733	128	9	.	.	PUNCT
dem-11733	129	1	sap	sap	PROPN
dem-11733	129	2	help	help	PROPN
dem-11733	129	3	portal	portal	PROPN
dem-11733	129	4	,	,	PUNCT
dem-11733	129	5	http://help.sap.com	http://help.sap.com	PROPN
dem-11733	129	6	(	(	PUNCT
dem-11733	129	7	26.09.2015	26.09.2015	PROPN
dem-11733	129	8	)	)	PUNCT
dem-11733	129	9	.	.	PUNCT
dem-11733	130	1	wagner	wagner	PROPN
dem-11733	130	2	,	,	PUNCT
dem-11733	130	3	b.	b.	PROPN
dem-11733	130	4	(	(	PUNCT
dem-11733	130	5	2010	2010	NUM
dem-11733	130	6	)	)	PUNCT
dem-11733	130	7	,	,	PUNCT
dem-11733	130	8	purchasing	purchasing	NOUN
dem-11733	130	9	and	and	CCONJ
dem-11733	130	10	forecasting	forecasting	NOUN
dem-11733	130	11	using	use	VERB
dem-11733	130	12	sap	sap	PROPN
dem-11733	130	13	erp	erp	PROPN
dem-11733	130	14	,	,	PUNCT
dem-11733	130	15	operations	operation	NOUN
dem-11733	130	16	and	and	CCONJ
dem-11733	130	17	supply	supply	NOUN
dem-11733	130	18	chain	chain	NOUN
dem-11733	130	19	management	management	NOUN
dem-11733	130	20	library	library	NOUN
dem-11733	130	21	,	,	PUNCT
dem-11733	130	22	http://scn.sap.com/community/uac/operations-and-scmlibrary	http://scn.sap.com/community/uac/operations-and-scmlibrary	PROPN
dem-11733	130	23	(	(	PUNCT
dem-11733	130	24	26.09.2015	26.09.2015	PROPN
dem-11733	130	25	)	)	PUNCT
dem-11733	130	26	.	.	PUNCT
dem-11733	131	1	prognozy	prognozy	PROPN
dem-11733	131	2	kwantylowe	kwantylowe	PROPN
dem-11733	131	3	w	w	PROPN
dem-11733	131	4	planowaniu	planowaniu	PROPN
dem-11733	131	5	operacyjnym	operacyjnym	PROPN
dem-11733	131	6	i	i	PRON
dem-11733	131	7	zarządzaniu	zarządzaniu	PROPN
dem-11733	131	8	zapasami	zapasami	PROPN
dem-11733	131	9	–	–	PUNCT
dem-11733	131	10	wstępna	wstępna	NOUN
dem-11733	131	11	weryfikacja	weryfikacja	PROPN
dem-11733	131	12	empiryczna	empiryczna	PROPN
dem-11733	131	13	z	z	PROPN
dem-11733	131	14	a	a	DET
dem-11733	131	15	r	r	NOUN
dem-11733	131	16	y	y	PROPN
dem-11733	131	17	s	s	PROPN
dem-11733	131	18	t	t	NOUN
dem-11733	131	19	r	r	NOUN
dem-11733	131	20	e	e	PROPN
dem-11733	131	21	ś	ś	PROPN
dem-11733	131	22	c	c	PROPN
dem-11733	131	23	i.	i.	PROPN
dem-11733	131	24	w	w	PROPN
dem-11733	131	25	artykule	artykule	PROPN
dem-11733	131	26	prezentuje	prezentuje	VERB
dem-11733	131	27	się	się	PROPN
dem-11733	131	28	wyniki	wyniki	PROPN
dem-11733	131	29	wstępnej	wstępnej	PROPN
dem-11733	131	30	weryfikacji	weryfikacji	PROPN
dem-11733	131	31	empirycznej	empirycznej	PROPN
dem-11733	131	32	metod	metod	PROPN
dem-11733	131	33	prognozowania	prognozowania	PROPN
dem-11733	131	34	kwantylowego	kwantylowego	PROPN
dem-11733	131	35	mających	mających	PROPN
dem-11733	131	36	zastosowanie	zastosowanie	PROPN
dem-11733	131	37	w	w	PROPN
dem-11733	131	38	logistyce	logistyce	PROPN
dem-11733	131	39	do	do	VERB
dem-11733	131	40	ustalania	ustalania	PROPN
dem-11733	131	41	punktu	punktu	NOUN
dem-11733	131	42	odnowienia	odnowienia	NOUN
dem-11733	132	1	i	i	PRON
dem-11733	132	2	granicy	granicy	VERB
dem-11733	132	3	uzupełniania	uzupełniania	PROPN
dem-11733	132	4	zapasów	zapasów	PROPN
dem-11733	132	5	czy	czy	PROPN
dem-11733	132	6	optymalnej	optymalnej	PROPN
dem-11733	132	7	wielkości	wielkości	PROPN
dem-11733	132	8	zamówienia	zamówienia	PROPN
dem-11733	132	9	w	w	PROPN
dem-11733	132	10	modelu	modelu	PROPN
dem-11733	132	11	jednookresowym	jednookresowym	PROPN
dem-11733	132	12	.	.	PUNCT
dem-11733	133	1	porównaniem	porównaniem	PROPN
dem-11733	133	2	objęto	objęto	ADJ
dem-11733	133	3	26	26	NUM
dem-11733	133	4	procedur	procedur	NOUN
dem-11733	133	5	,	,	PUNCT
dem-11733	133	6	a	a	DET
dem-11733	133	7	w	w	NOUN
dem-11733	133	8	tym	tym	NOUN
dem-11733	133	9	regresję	regresję	NOUN
dem-11733	133	10	kwantylową	kwantylową	NOUN
dem-11733	133	11	,	,	PUNCT
dem-11733	133	12	podstawową	podstawową	PROPN
dem-11733	133	13	metodę	metodę	PROPN
dem-11733	133	14	bootstrapową	bootstrapową	PROPN
dem-11733	133	15	i	i	PRON
dem-11733	133	16	popularne	popularne	PROPN
dem-11733	133	17	formuły	formuły	PROPN
dem-11733	133	18	podręcznikowe	podręcznikowe	PROPN
dem-11733	133	19	.	.	PUNCT
dem-11733	134	1	wyniki	wyniki	PROPN
dem-11733	134	2	otrzymane	otrzymane	VERB
dem-11733	134	3	na	na	INTJ
dem-11733	134	4	bazie	bazie	PROPN
dem-11733	134	5	analizy	analizy	PROPN
dem-11733	134	6	30	30	NUM
dem-11733	134	7	szeregów	szeregów	NOUN
dem-11733	134	8	czasowych	czasowych	VERB
dem-11733	134	9	dotyczących	dotyczących	PROPN
dem-11733	134	10	tak	tak	PROPN
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dem-11733	134	13	jak	jak	PROPN
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dem-11733	134	20	i	i	PRON
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dem-11733	135	1	i	i	PRON
dem-11733	135	2	wody	wody	NOUN
dem-11733	135	3	wskazują	wskazują	VERB
dem-11733	135	4	na	na	PART
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dem-11733	135	7	regresyjnych	regresyjnych	NOUN
dem-11733	135	8	,	,	PUNCT
dem-11733	135	9	kwantyli	kwantyli	NOUN
dem-11733	135	10	regresyjnych	regresyjnych	NOUN
dem-11733	135	11	i	i	PRON
dem-11733	135	12	procedur	procedur	VERB
dem-11733	135	13	dostępnych	dostępnych	PROPN
dem-11733	135	14	w	w	PROPN
dem-11733	135	15	sap	sap	PROPN
dem-11733	135	16	erp	erp	PROPN
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dem-11733	136	5	a	a	DET
dem-11733	136	6	k	k	X
dem-11733	136	7	l	l	NOUN
dem-11733	136	8	u	u	NOUN
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dem-11733	137	3	o	o	X
dem-11733	137	4	w	w	PROPN
dem-11733	137	5	e	e	NOUN
dem-11733	137	6	:	:	PUNCT
dem-11733	137	7	funkcja	funkcja	PROPN
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dem-11733	137	9	linlin	linlin	PROPN
dem-11733	137	10	,	,	PUNCT
dem-11733	137	11	prognozy	prognozy	PROPN
dem-11733	137	12	kwantylowe	kwantylowe	PROPN
dem-11733	137	13	,	,	PUNCT
dem-11733	137	14	punkt	punkt	PROPN
dem-11733	137	15	odnowienia	odnowienia	PROPN
dem-11733	137	16	,	,	PUNCT
dem-11733	137	17	regresja	regresja	NOUN
dem-11733	137	18	kwantylowa	kwantylowa	PROPN
dem-11733	137	19	,	,	PUNCT
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dem-11733	137	22	.	.	PUNCT
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dem-11733	138	5	http://scn.sap.com/community/uac/operations-and-scm-library	http://scn.sap.com/community/uac/operations-and-scm-library	X
dem-11733	138	6	http://scn.sap.com/community/uac/operations-and-scm-library	http://scn.sap.com/community/uac/operations-and-scm-library	X
dem-11733	138	7	http://scn.sap.com/community/uac/operations-and-scm-library	http://scn.sap.com/community/uac/operations-and-scm-library	NOUN
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dem-11733	138	9	forecasting	forecasting	NOUN
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dem-11733	138	12	planning	planning	NOUN
dem-11733	138	13	and	and	CCONJ
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dem-11733	138	15	management	management	NOUN
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dem-11733	138	17	dynamic	dynamic	ADJ
dem-11733	138	18	econometric	econometric	ADJ
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dem-11733	138	20	16	16	NUM
dem-11733	138	21	(	(	PUNCT
dem-11733	138	22	2016	2016	NUM
dem-11733	138	23	)	)	PUNCT
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dem-11733	138	25	17	17	NUM
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dem-11733	138	27	2	2	NUM
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dem-11733	138	31	forecasting	forecasting	NOUN
dem-11733	138	32	procedures	procedure	NOUN
dem-11733	138	33	method	method	VERB
dem-11733	138	34	percentage	percentage	NOUN
dem-11733	138	35	(	(	PUNCT
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dem-11733	138	37	)	)	PUNCT
dem-11733	138	38	of	of	ADP
dem-11733	138	39	best	good	ADJ
dem-11733	138	40	results	result	NOUN
dem-11733	138	41	method	method	NOUN
dem-11733	138	42	percentage	percentage	NOUN
dem-11733	138	43	(	(	PUNCT
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dem-11733	138	45	)	)	PUNCT
dem-11733	138	46	of	of	ADP
dem-11733	138	47	best	good	ADJ
dem-11733	138	48	results	result	NOUN
dem-11733	138	49	for	for	ADP
dem-11733	138	50	=	=	ADJ
dem-11733	138	51	90	90	NUM
dem-11733	138	52	%	%	NOUN
dem-11733	138	53	,	,	PUNCT
dem-11733	138	54	95	95	NUM
dem-11733	138	55	%	%	NOUN
dem-11733	138	56	m11	m11	NOUN
dem-11733	138	57	8.10	8.10	NUM
dem-11733	138	58	%	%	NOUN
dem-11733	138	59	(	(	PUNCT
dem-11733	138	60	17	17	NUM
dem-11733	138	61	)	)	PUNCT
dem-11733	138	62	m8	m8	NOUN
dem-11733	138	63	11.67	11.67	NUM
dem-11733	138	64	%	%	NOUN
dem-11733	138	65	(	(	PUNCT
dem-11733	138	66	7	7	NUM
dem-11733	138	67	)	)	PUNCT
dem-11733	138	68	m22	m22	NOUN
dem-11733	138	69	8.10	8.10	NUM
dem-11733	138	70	%	%	NOUN
dem-11733	138	71	(	(	PUNCT
dem-11733	138	72	17	17	NUM
dem-11733	138	73	)	)	PUNCT
dem-11733	138	74	m10	m10	NOUN
dem-11733	138	75	11.67	11.67	NUM
dem-11733	138	76	%	%	NOUN
dem-11733	138	77	(	(	PUNCT
dem-11733	138	78	7	7	NUM
dem-11733	138	79	)	)	PUNCT
dem-11733	138	80	m21	m21	NOUN
dem-11733	138	81	6.67	6.67	NUM
dem-11733	138	82	%	%	NOUN
dem-11733	138	83	(	(	PUNCT
dem-11733	138	84	14	14	NUM
dem-11733	138	85	)	)	PUNCT
dem-11733	138	86	m4	m4	NOUN
dem-11733	138	87	8.33	8.33	NUM
dem-11733	138	88	%	%	NOUN
dem-11733	138	89	(	(	PUNCT
dem-11733	138	90	5	5	NUM
dem-11733	138	91	)	)	PUNCT
dem-11733	138	92	m8	m8	NOUN
dem-11733	138	93	6.19	6.19	NUM
dem-11733	138	94	%	%	NOUN
dem-11733	138	95	(	(	PUNCT
dem-11733	138	96	13	13	NUM
dem-11733	138	97	)	)	PUNCT
dem-11733	138	98	m19	m19	NOUN
dem-11733	138	99	8.33	8.33	NUM
dem-11733	138	100	%	%	NOUN
dem-11733	138	101	(	(	PUNCT
dem-11733	138	102	5	5	NUM
dem-11733	138	103	)	)	PUNCT
dem-11733	138	104	m25	m25	NOUN
dem-11733	138	105	6.19	6.19	NUM
dem-11733	138	106	%	%	NOUN
dem-11733	138	107	(	(	PUNCT
dem-11733	138	108	13	13	NUM
dem-11733	138	109	)	)	PUNCT
dem-11733	138	110	m5	m5	NOUN
dem-11733	138	111	6.67	6.67	NUM
dem-11733	138	112	%	%	NOUN
dem-11733	138	113	(	(	PUNCT
dem-11733	138	114	4	4	NUM
dem-11733	138	115	)	)	PUNCT
dem-11733	138	116	m10	m10	NOUN
dem-11733	138	117	5.71	5.71	NUM
dem-11733	138	118	%	%	NOUN
dem-11733	138	119	(	(	PUNCT
dem-11733	138	120	12	12	NUM
dem-11733	138	121	)	)	PUNCT
dem-11733	138	122	m3	m3	PROPN
dem-11733	138	123	5	5	NUM
dem-11733	138	124	%	%	NOUN
dem-11733	138	125	(	(	PUNCT
dem-11733	138	126	3	3	NUM
dem-11733	138	127	)	)	PUNCT
dem-11733	138	128	m23	m23	NOUN
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dem-11733	138	130	%	%	NOUN
dem-11733	138	131	(	(	PUNCT
dem-11733	138	132	12	12	NUM
dem-11733	138	133	)	)	PUNCT
dem-11733	138	134	m6	m6	ADJ
dem-11733	138	135	5	5	NUM
dem-11733	138	136	%	%	NOUN
dem-11733	138	137	(	(	PUNCT
dem-11733	138	138	3	3	NUM
dem-11733	138	139	)	)	PUNCT
dem-11733	138	140	m24	m24	NOUN
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dem-11733	138	142	%	%	NOUN
dem-11733	138	143	(	(	PUNCT
dem-11733	138	144	12	12	NUM
dem-11733	138	145	)	)	PUNCT
dem-11733	138	146	m11	m11	NOUN
dem-11733	138	147	5	5	NUM
dem-11733	138	148	%	%	NOUN
dem-11733	138	149	(	(	PUNCT
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dem-11733	138	151	)	)	PUNCT
dem-11733	138	152	m4	m4	NOUN
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dem-11733	138	154	%	%	NOUN
dem-11733	138	155	(	(	PUNCT
dem-11733	138	156	10	10	NUM
dem-11733	138	157	)	)	PUNCT
dem-11733	138	158	m15	m15	NOUN
dem-11733	138	159	5	5	NUM
dem-11733	138	160	%	%	NOUN
dem-11733	138	161	(	(	PUNCT
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dem-11733	138	163	)	)	PUNCT
dem-11733	138	164	m19	m19	NOUN
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dem-11733	138	166	%	%	NOUN
dem-11733	138	167	(	(	PUNCT
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dem-11733	138	169	)	)	PUNCT
dem-11733	138	170	m25	m25	NOUN
dem-11733	138	171	5	5	NUM
dem-11733	138	172	%	%	NOUN
dem-11733	138	173	(	(	PUNCT
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dem-11733	138	175	)	)	PUNCT
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dem-11733	138	178	%	%	NOUN
dem-11733	138	179	(	(	PUNCT
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dem-11733	138	181	)	)	PUNCT
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dem-11733	138	184	%	%	NOUN
dem-11733	138	185	(	(	PUNCT
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dem-11733	138	187	)	)	PUNCT
dem-11733	138	188	m3	m3	PROPN
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dem-11733	138	190	%	%	NOUN
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dem-11733	138	195	%	%	NOUN
dem-11733	138	196	(	(	PUNCT
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dem-11733	138	198	)	)	PUNCT
dem-11733	138	199	m7	m7	NOUN
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dem-11733	138	201	%	%	NOUN
dem-11733	138	202	(	(	PUNCT
dem-11733	138	203	8)	8)	NUM
dem-11733	138	204	m21	m21	NUM
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dem-11733	138	206	%	%	NOUN
dem-11733	138	207	(	(	PUNCT
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dem-11733	138	209	)	)	PUNCT
dem-11733	138	210	m9	m9	NOUN
dem-11733	138	211	3.33	3.33	NUM
dem-11733	138	212	%	%	NOUN
dem-11733	138	213	(	(	PUNCT
dem-11733	138	214	7	7	NUM
dem-11733	138	215	)	)	PUNCT
dem-11733	138	216	m23	m23	NOUN
dem-11733	138	217	3.33	3.33	NUM
dem-11733	138	218	%	%	NOUN
dem-11733	138	219	(	(	PUNCT
dem-11733	138	220	2	2	NUM
dem-11733	138	221	)	)	PUNCT
dem-11733	138	222	m18	m18	PROPN
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dem-11733	138	224	%	%	NOUN
dem-11733	138	225	(	(	PUNCT
dem-11733	138	226	7	7	NUM
dem-11733	138	227	)	)	PUNCT
dem-11733	138	228	m1	m1	NOUN
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dem-11733	138	230	%	%	NOUN
dem-11733	138	231	(	(	PUNCT
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dem-11733	138	233	)	)	PUNCT
dem-11733	138	234	m6	m6	ADJ
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dem-11733	138	236	%	%	NOUN
dem-11733	138	237	(	(	PUNCT
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dem-11733	138	239	)	)	PUNCT
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dem-11733	138	242	%	%	NOUN
dem-11733	138	243	(	(	PUNCT
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dem-11733	138	245	)	)	PUNCT
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dem-11733	138	248	%	%	NOUN
dem-11733	138	249	(	(	PUNCT
dem-11733	138	250	7	7	NUM
dem-11733	138	251	)	)	PUNCT
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dem-11733	138	254	%	%	NOUN
dem-11733	138	255	(	(	PUNCT
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dem-11733	138	257	)	)	PUNCT
dem-11733	138	258	m17	m17	NOUN
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dem-11733	138	260	%	%	NOUN
dem-11733	138	261	(	(	PUNCT
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dem-11733	138	263	)	)	PUNCT
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dem-11733	138	266	%	%	NOUN
dem-11733	138	267	(	(	PUNCT
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dem-11733	138	269	)	)	PUNCT
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dem-11733	138	272	%	%	NOUN
dem-11733	138	273	(	(	PUNCT
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dem-11733	138	275	)	)	PUNCT
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dem-11733	138	278	%	%	NOUN
dem-11733	138	279	(	(	PUNCT
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dem-11733	138	281	)	)	PUNCT
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dem-11733	138	284	%	%	NOUN
dem-11733	138	285	(	(	PUNCT
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dem-11733	138	287	)	)	PUNCT
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dem-11733	138	290	%	%	NOUN
dem-11733	138	291	(	(	PUNCT
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dem-11733	138	293	)	)	PUNCT
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dem-11733	138	296	%	%	NOUN
dem-11733	138	297	(	(	PUNCT
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dem-11733	138	299	)	)	PUNCT
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dem-11733	138	302	%	%	NOUN
dem-11733	138	303	(	(	PUNCT
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dem-11733	138	305	)	)	PUNCT
dem-11733	138	306	m16	m16	NOUN
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dem-11733	138	308	%	%	NOUN
dem-11733	138	309	(	(	PUNCT
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dem-11733	138	311	)	)	PUNCT
dem-11733	138	312	m22	m22	NOUN
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dem-11733	138	314	%	%	NOUN
dem-11733	138	315	(	(	PUNCT
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dem-11733	138	317	)	)	PUNCT
dem-11733	138	318	m1	m1	NOUN
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dem-11733	138	320	%	%	NOUN
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dem-11733	138	332	%	%	NOUN
dem-11733	138	333	(	(	PUNCT
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dem-11733	138	335	)	)	PUNCT
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dem-11733	138	339	(	(	PUNCT
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dem-11733	138	345	(	(	PUNCT
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dem-11733	138	347	)	)	PUNCT
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dem-11733	138	351	(	(	PUNCT
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dem-11733	138	353	)	)	PUNCT
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dem-11733	138	356	%	%	NOUN
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dem-11733	138	363	(	(	PUNCT
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dem-11733	138	373	a	a	DET
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dem-11733	138	375	produced	produce	VERB
dem-11733	138	376	the	the	DET
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dem-11733	138	378	value	value	NOUN
dem-11733	138	379	of	of	ADP
dem-11733	138	380	the	the	DET
dem-11733	138	381	linlin	linlin	PROPN
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dem-11733	138	383	(	(	PUNCT
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dem-11733	138	385	)	)	PUNCT
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dem-11733	138	389	series	series	NOUN
dem-11733	138	390	and	and	CCONJ
dem-11733	138	391	a	a	DET
dem-11733	138	392	given	give	VERB
dem-11733	138	393	quantile	quantile	NOUN
dem-11733	138	394	.	.	PUNCT
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dem-11733	144	1	x	x	SYM
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dem-11733	144	7	6	6	NUM
dem-11733	144	8	0	0	NUM
dem-11733	144	9	0	0	NUM
dem-11733	144	10	5	5	NUM
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dem-11733	144	13	0	0	NUM
dem-11733	144	14	1	1	NUM
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dem-11733	144	97	x	x	SYM
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dem-11733	144	108	0	0	NUM
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dem-11733	152	4	5	5	NUM
dem-11733	152	5	0	0	NUM
dem-11733	152	6	.	.	PUNCT
dem-11733	153	1	75	75	NUM
dem-11733	153	2	0	0	NUM
dem-11733	153	3	.	.	PUNCT
dem-11733	153	4	9	9	NUM
dem-11733	153	5	0	0	NUM
dem-11733	153	6	.	.	PUNCT
dem-11733	154	1	95	95	NUM
dem-11733	154	2	0	0	NUM
dem-11733	154	3	.	.	PUNCT
dem-11733	155	1	05	05	NUM
dem-11733	155	2	0	0	NUM
dem-11733	155	3	.	.	NOUN
dem-11733	155	4	1	1	NUM
dem-11733	155	5	0	0	NUM
dem-11733	155	6	.	.	PUNCT
dem-11733	156	1	25	25	NUM
dem-11733	156	2	0	0	NUM
dem-11733	156	3	.	.	NOUN
dem-11733	156	4	5	5	NUM
dem-11733	156	5	0	0	NUM
dem-11733	156	6	.	.	PUNCT
dem-11733	157	1	75	75	NUM
dem-11733	157	2	0	0	NUM
dem-11733	157	3	.	.	PUNCT
dem-11733	157	4	9	9	NUM
dem-11733	157	5	0	0	NUM
dem-11733	157	6	.	.	NOUN
dem-11733	158	1	95	95	NUM
dem-11733	158	2	m	m	NOUN
dem-11733	158	3	1	1	NUM
dem-11733	158	4	0	0	NUM
dem-11733	158	5	.	.	PUNCT
dem-11733	159	1	01	01	NUM
dem-11733	160	1	62	62	NUM
dem-11733	160	2	0	0	NUM
dem-11733	160	3	.	.	PUNCT
dem-11733	161	1	02	02	NUM
dem-11733	161	2	55	55	NUM
dem-11733	161	3	0	0	NUM
dem-11733	161	4	.	.	PUNCT
dem-11733	161	5	03	03	NUM
dem-11733	162	1	86	86	NUM
dem-11733	162	2	0	0	NUM
dem-11733	162	3	.	.	PUNCT
dem-11733	162	4	04	04	NUM
dem-11733	163	1	41	41	NUM
dem-11733	163	2	0	0	NUM
dem-11733	163	3	.	.	PUNCT
dem-11733	164	1	03	03	NUM
dem-11733	165	1	38	38	NUM
dem-11733	165	2	0	0	NUM
dem-11733	165	3	.	.	PUNCT
dem-11733	166	1	01	01	NUM
dem-11733	167	1	68	68	NUM
dem-11733	167	2	0	0	NUM
dem-11733	167	3	.	.	PUNCT
dem-11733	167	4	00	00	NUM
dem-11733	168	1	93	93	NUM
dem-11733	168	2	0	0	NUM
dem-11733	168	3	.	.	PUNCT
dem-11733	169	1	01	01	NUM
dem-11733	169	2	31	31	NUM
dem-11733	169	3	0	0	NUM
dem-11733	169	4	.	.	PUNCT
dem-11733	170	1	02	02	NUM
dem-11733	170	2	16	16	NUM
dem-11733	170	3	0	0	NUM
dem-11733	170	4	.	.	PUNCT
dem-11733	170	5	03	03	NUM
dem-11733	171	1	35	35	NUM
dem-11733	171	2	0	0	NUM
dem-11733	171	3	.	.	PUNCT
dem-11733	172	1	03	03	NUM
dem-11733	172	2	88	88	NUM
dem-11733	172	3	0	0	NUM
dem-11733	172	4	.	.	PUNCT
dem-11733	173	1	03	03	NUM
dem-11733	173	2	12	12	NUM
dem-11733	173	3	0	0	NUM
dem-11733	173	4	.	.	PUNCT
dem-11733	174	1	01	01	NUM
dem-11733	175	1	56	56	NUM
dem-11733	175	2	0	0	NUM
dem-11733	175	3	.	.	PUNCT
dem-11733	175	4	00	00	NUM
dem-11733	176	1	8	8	NUM
dem-11733	176	2	m	m	NOUN
dem-11733	176	3	2	2	NUM
dem-11733	176	4	0	0	NUM
dem-11733	176	5	.	.	PUNCT
dem-11733	177	1	01	01	NUM
dem-11733	177	2	59	59	NUM
dem-11733	177	3	0	0	NUM
dem-11733	177	4	.	.	PUNCT
dem-11733	178	1	02	02	NUM
dem-11733	178	2	5	5	NUM
dem-11733	178	3	0	0	NUM
dem-11733	178	4	.	.	PUNCT
dem-11733	179	1	03	03	NUM
dem-11733	179	2	85	85	NUM
dem-11733	179	3	0	0	NUM
dem-11733	179	4	.	.	PUNCT
dem-11733	179	5	04	04	NUM
dem-11733	180	1	41	41	NUM
dem-11733	180	2	0	0	NUM
dem-11733	180	3	.	.	PUNCT
dem-11733	181	1	03	03	NUM
dem-11733	182	1	36	36	NUM
dem-11733	182	2	0	0	NUM
dem-11733	182	3	.	.	PUNCT
dem-11733	183	1	01	01	NUM
dem-11733	183	2	67	67	NUM
dem-11733	183	3	0	0	NUM
dem-11733	183	4	.	.	PUNCT
dem-11733	183	5	00	00	NUM
dem-11733	184	1	93	93	NUM
dem-11733	184	2	0	0	NUM
dem-11733	184	3	.	.	PROPN
dem-11733	185	1	01	01	NUM
dem-11733	185	2	27	27	NUM
dem-11733	185	3	0	0	NUM
dem-11733	185	4	.	.	PUNCT
dem-11733	186	1	02	02	NUM
dem-11733	186	2	09	09	NUM
dem-11733	186	3	0	0	NUM
dem-11733	186	4	.	.	PUNCT
dem-11733	186	5	03	03	NUM
dem-11733	187	1	33	33	NUM
dem-11733	187	2	0	0	NUM
dem-11733	187	3	.	.	PUNCT
dem-11733	187	4	03	03	NUM
dem-11733	188	1	88	88	NUM
dem-11733	188	2	0	0	NUM
dem-11733	188	3	.	.	PUNCT
dem-11733	189	1	03	03	NUM
dem-11733	189	2	12	12	NUM
dem-11733	189	3	0	0	NUM
dem-11733	189	4	.	.	PUNCT
dem-11733	190	1	01	01	NUM
dem-11733	191	1	56	56	NUM
dem-11733	191	2	0	0	NUM
dem-11733	191	3	.	.	PUNCT
dem-11733	191	4	00	00	NUM
dem-11733	192	1	82	82	NUM
dem-11733	192	2	m	m	NOUN
dem-11733	192	3	3	3	NUM
dem-11733	192	4	0	0	NUM
dem-11733	192	5	.	.	PUNCT
dem-11733	193	1	01	01	NUM
dem-11733	194	1	62	62	NUM
dem-11733	194	2	0	0	NUM
dem-11733	194	3	.	.	PUNCT
dem-11733	195	1	02	02	NUM
dem-11733	195	2	46	46	NUM
dem-11733	195	3	0	0	NUM
dem-11733	195	4	.	.	PUNCT
dem-11733	196	1	03	03	NUM
dem-11733	196	2	85	85	NUM
dem-11733	196	3	0	0	NUM
dem-11733	196	4	.	.	PUNCT
dem-11733	196	5	04	04	NUM
dem-11733	197	1	45	45	NUM
dem-11733	197	2	0	0	NUM
dem-11733	197	3	.	.	PUNCT
dem-11733	198	1	03	03	NUM
dem-11733	198	2	37	37	NUM
dem-11733	198	3	0	0	NUM
dem-11733	198	4	.	.	PUNCT
dem-11733	199	1	01	01	NUM
dem-11733	199	2	69	69	NUM
dem-11733	199	3	0	0	NUM
dem-11733	199	4	.	.	PUNCT
dem-11733	200	1	01	01	NUM
dem-11733	200	2	02	02	NUM
dem-11733	200	3	0	0	NUM
dem-11733	200	4	.	.	PUNCT
dem-11733	201	1	01	01	NUM
dem-11733	201	2	3	3	NUM
dem-11733	201	3	0	0	NUM
dem-11733	201	4	.	.	PUNCT
dem-11733	202	1	02	02	NUM
dem-11733	202	2	21	21	NUM
dem-11733	202	3	0	0	NUM
dem-11733	202	4	.	.	PUNCT
dem-11733	203	1	03	03	NUM
dem-11733	203	2	4	4	NUM
dem-11733	203	3	0	0	NUM
dem-11733	203	4	.	.	PUNCT
dem-11733	203	5	03	03	NUM
dem-11733	204	1	92	92	NUM
dem-11733	204	2	0	0	NUM
dem-11733	204	3	.	.	PUNCT
dem-11733	204	4	03	03	NUM
dem-11733	205	1	08	08	NUM
dem-11733	205	2	0	0	NUM
dem-11733	205	3	.	.	PROPN
dem-11733	205	4	01	01	NUM
dem-11733	206	1	55	55	NUM
dem-11733	206	2	0	0	NUM
dem-11733	206	3	.	.	PUNCT
dem-11733	206	4	00	00	NUM
dem-11733	207	1	87	87	NUM
dem-11733	207	2	m	m	NUM
dem-11733	207	3	4	4	NUM
dem-11733	207	4	0	0	NUM
dem-11733	207	5	.	.	PUNCT
dem-11733	208	1	01	01	NUM
dem-11733	208	2	67	67	NUM
dem-11733	208	3	0	0	NUM
dem-11733	208	4	.	.	PUNCT
dem-11733	209	1	02	02	NUM
dem-11733	210	1	47	47	NUM
dem-11733	210	2	0	0	NUM
dem-11733	210	3	.	.	PUNCT
dem-11733	210	4	03	03	NUM
dem-11733	211	1	69	69	NUM
dem-11733	211	2	0	0	NUM
dem-11733	211	3	.	.	PUNCT
dem-11733	211	4	04	04	NUM
dem-11733	212	1	28	28	NUM
dem-11733	212	2	0	0	NUM
dem-11733	212	3	.	.	PUNCT
dem-11733	213	1	03	03	NUM
dem-11733	213	2	22	22	NUM
dem-11733	213	3	0	0	NUM
dem-11733	213	4	.	.	PUNCT
dem-11733	214	1	01	01	NUM
dem-11733	214	2	63	63	NUM
dem-11733	214	3	0	0	NUM
dem-11733	214	4	.	.	PUNCT
dem-11733	214	5	00	00	NUM
dem-11733	215	1	92	92	NUM
dem-11733	215	2	0	0	NUM
dem-11733	215	3	.	.	PUNCT
dem-11733	216	1	01	01	NUM
dem-11733	216	2	43	43	NUM
dem-11733	216	3	0	0	NUM
dem-11733	216	4	.	.	PUNCT
dem-11733	217	1	02	02	NUM
dem-11733	217	2	18	18	NUM
dem-11733	217	3	0	0	NUM
dem-11733	217	4	.	.	PUNCT
dem-11733	218	1	03	03	NUM
dem-11733	219	1	32	32	NUM
dem-11733	219	2	0	0	NUM
dem-11733	219	3	.	.	PUNCT
dem-11733	220	1	03	03	NUM
dem-11733	221	1	93	93	NUM
dem-11733	221	2	0	0	NUM
dem-11733	221	3	.	.	PUNCT
dem-11733	222	1	03	03	NUM
dem-11733	222	2	05	05	NUM
dem-11733	222	3	0	0	NUM
dem-11733	222	4	.	.	PROPN
dem-11733	223	1	01	01	NUM
dem-11733	224	1	52	52	NUM
dem-11733	224	2	0	0	NUM
dem-11733	224	3	.	.	PUNCT
dem-11733	224	4	00	00	NUM
dem-11733	224	5	85	85	NUM
dem-11733	224	6	m	m	NOUN
dem-11733	224	7	5	5	NUM
dem-11733	224	8	0	0	NUM
dem-11733	224	9	.	.	PUNCT
dem-11733	225	1	01	01	NUM
dem-11733	226	1	64	64	NUM
dem-11733	226	2	0	0	NUM
dem-11733	226	3	.	.	PUNCT
dem-11733	227	1	02	02	NUM
dem-11733	228	1	36	36	NUM
dem-11733	228	2	0	0	NUM
dem-11733	228	3	.	.	PUNCT
dem-11733	228	4	03	03	NUM
dem-11733	229	1	62	62	NUM
dem-11733	229	2	0	0	NUM
dem-11733	229	3	.	.	PUNCT
dem-11733	229	4	04	04	NUM
dem-11733	230	1	28	28	NUM
dem-11733	230	2	0	0	NUM
dem-11733	230	3	.	.	PUNCT
dem-11733	231	1	03	03	NUM
dem-11733	231	2	24	24	NUM
dem-11733	231	3	0	0	NUM
dem-11733	231	4	.	.	PUNCT
dem-11733	232	1	01	01	NUM
dem-11733	232	2	58	58	NUM
dem-11733	232	3	0	0	NUM
dem-11733	232	4	.	.	PUNCT
dem-11733	232	5	00	00	NUM
dem-11733	233	1	96	96	NUM
dem-11733	233	2	0	0	NUM
dem-11733	233	3	.	.	PUNCT
dem-11733	234	1	01	01	NUM
dem-11733	235	1	36	36	NUM
dem-11733	235	2	0	0	NUM
dem-11733	235	3	.	.	PUNCT
dem-11733	236	1	02	02	NUM
dem-11733	236	2	1	1	NUM
dem-11733	236	3	0	0	NUM
dem-11733	236	4	.	.	PUNCT
dem-11733	236	5	03	03	NUM
dem-11733	237	1	26	26	NUM
dem-11733	237	2	0	0	NUM
dem-11733	237	3	.	.	PUNCT
dem-11733	238	1	03	03	NUM
dem-11733	239	1	93	93	NUM
dem-11733	239	2	0	0	NUM
dem-11733	239	3	.	.	PUNCT
dem-11733	240	1	03	03	NUM
dem-11733	241	1	03	03	NUM
dem-11733	241	2	0	0	NUM
dem-11733	241	3	.	.	NUM
dem-11733	242	1	01	01	NUM
dem-11733	243	1	47	47	NUM
dem-11733	243	2	0	0	NUM
dem-11733	243	3	.	.	PUNCT
dem-11733	243	4	00	00	NUM
dem-11733	244	1	89	89	NUM
dem-11733	244	2	m	m	PROPN
dem-11733	244	3	6	6	NUM
dem-11733	244	4	0	0	NUM
dem-11733	244	5	.	.	PUNCT
dem-11733	245	1	01	01	NUM
dem-11733	245	2	82	82	NUM
dem-11733	245	3	0	0	NUM
dem-11733	245	4	.	.	PUNCT
dem-11733	245	5	04	04	NUM
dem-11733	246	1	26	26	NUM
dem-11733	246	2	0	0	NUM
dem-11733	246	3	.	.	PUNCT
dem-11733	247	1	03	03	NUM
dem-11733	248	1	9	9	NUM
dem-11733	248	2	0	0	NUM
dem-11733	248	3	.	.	PUNCT
dem-11733	248	4	04	04	NUM
dem-11733	249	1	38	38	NUM
dem-11733	249	2	0	0	NUM
dem-11733	249	3	.	.	PUNCT
dem-11733	249	4	03	03	NUM
dem-11733	250	1	38	38	NUM
dem-11733	250	2	0	0	NUM
dem-11733	250	3	.	.	PUNCT
dem-11733	251	1	01	01	NUM
dem-11733	252	1	75	75	NUM
dem-11733	252	2	0	0	NUM
dem-11733	252	3	.	.	PUNCT
dem-11733	253	1	01	01	NUM
dem-11733	253	2	01	01	NUM
dem-11733	253	3	0	0	NUM
dem-11733	253	4	.	.	PUNCT
dem-11733	254	1	01	01	NUM
dem-11733	255	1	38	38	NUM
dem-11733	255	2	0	0	NUM
dem-11733	255	3	.	.	PUNCT
dem-11733	256	1	02	02	NUM
dem-11733	256	2	16	16	NUM
dem-11733	256	3	0	0	NUM
dem-11733	256	4	.	.	PUNCT
dem-11733	257	1	03	03	NUM
dem-11733	257	2	37	37	NUM
dem-11733	257	3	0	0	NUM
dem-11733	257	4	.	.	PUNCT
dem-11733	258	1	03	03	NUM
dem-11733	258	2	84	84	NUM
dem-11733	258	3	0	0	NUM
dem-11733	258	4	.	.	PUNCT
dem-11733	259	1	03	03	NUM
dem-11733	259	2	13	13	NUM
dem-11733	259	3	0	0	NUM
dem-11733	259	4	.	.	PUNCT
dem-11733	260	1	01	01	NUM
dem-11733	260	2	57	57	NUM
dem-11733	260	3	0	0	NUM
dem-11733	260	4	.	.	PUNCT
dem-11733	260	5	00	00	NUM
dem-11733	261	1	86	86	NUM
dem-11733	261	2	m	m	PROPN
dem-11733	261	3	7	7	NUM
dem-11733	261	4	0	0	NUM
dem-11733	261	5	.	.	PUNCT
dem-11733	262	1	01	01	NUM
dem-11733	262	2	29	29	NUM
dem-11733	262	3	0	0	NUM
dem-11733	262	4	.	.	PUNCT
dem-11733	263	1	02	02	NUM
dem-11733	264	1	03	03	NUM
dem-11733	264	2	0	0	NUM
dem-11733	264	3	.	.	PUNCT
dem-11733	264	4	03	03	NUM
dem-11733	265	1	32	32	NUM
dem-11733	265	2	0	0	NUM
dem-11733	265	3	.	.	PUNCT
dem-11733	265	4	04	04	NUM
dem-11733	266	1	26	26	NUM
dem-11733	266	2	0	0	NUM
dem-11733	266	3	.	.	PUNCT
dem-11733	267	1	03	03	NUM
dem-11733	267	2	44	44	NUM
dem-11733	267	3	0	0	NUM
dem-11733	267	4	.	.	PUNCT
dem-11733	268	1	01	01	NUM
dem-11733	269	1	92	92	NUM
dem-11733	269	2	0	0	NUM
dem-11733	269	3	.	.	PUNCT
dem-11733	270	1	01	01	NUM
dem-11733	270	2	18	18	NUM
dem-11733	270	3	0	0	NUM
dem-11733	270	4	.	.	PUNCT
dem-11733	271	1	01	01	NUM
dem-11733	271	2	17	17	NUM
dem-11733	271	3	0	0	NUM
dem-11733	271	4	.	.	PUNCT
dem-11733	272	1	01	01	NUM
dem-11733	273	1	92	92	NUM
dem-11733	273	2	0	0	NUM
dem-11733	273	3	.	.	PUNCT
dem-11733	274	1	03	03	NUM
dem-11733	275	1	03	03	NUM
dem-11733	275	2	0	0	NUM
dem-11733	275	3	.	.	PUNCT
dem-11733	276	1	03	03	NUM
dem-11733	276	2	83	83	NUM
dem-11733	276	3	0	0	NUM
dem-11733	276	4	.	.	PUNCT
dem-11733	277	1	03	03	NUM
dem-11733	277	2	09	09	NUM
dem-11733	277	3	0	0	NUM
dem-11733	277	4	.	.	PUNCT
dem-11733	278	1	01	01	NUM
dem-11733	279	1	62	62	NUM
dem-11733	279	2	0	0	NUM
dem-11733	279	3	.	.	PUNCT
dem-11733	279	4	00	00	NUM
dem-11733	280	1	91	91	NUM
dem-11733	280	2	m	m	NOUN
dem-11733	280	3	8	8	NUM
dem-11733	280	4	0	0	NUM
dem-11733	280	5	.	.	PUNCT
dem-11733	281	1	01	01	NUM
dem-11733	281	2	8	8	NUM
dem-11733	281	3	0	0	NUM
dem-11733	281	4	.	.	PUNCT
dem-11733	282	1	02	02	NUM
dem-11733	282	2	41	41	NUM
dem-11733	282	3	0	0	NUM
dem-11733	282	4	.	.	PUNCT
dem-11733	283	1	03	03	NUM
dem-11733	283	2	78	78	NUM
dem-11733	283	3	0	0	NUM
dem-11733	283	4	.	.	PUNCT
dem-11733	284	1	04	04	NUM
dem-11733	285	1	28	28	NUM
dem-11733	285	2	0	0	NUM
dem-11733	285	3	.	.	PUNCT
dem-11733	286	1	03	03	NUM
dem-11733	286	2	05	05	NUM
dem-11733	286	3	0	0	NUM
dem-11733	286	4	.	.	PROPN
dem-11733	287	1	01	01	NUM
dem-11733	287	2	76	76	NUM
dem-11733	287	3	0	0	NUM
dem-11733	287	4	.	.	PUNCT
dem-11733	288	1	01	01	NUM
dem-11733	288	2	11	11	NUM
dem-11733	288	3	0	0	NUM
dem-11733	288	4	.	.	PUNCT
dem-11733	289	1	01	01	NUM
dem-11733	289	2	51	51	NUM
dem-11733	289	3	0	0	NUM
dem-11733	289	4	.	.	PUNCT
dem-11733	290	1	02	02	NUM
dem-11733	290	2	06	06	NUM
dem-11733	290	3	0	0	NUM
dem-11733	290	4	.	.	PUNCT
dem-11733	290	5	03	03	NUM
dem-11733	291	1	24	24	NUM
dem-11733	291	2	0	0	NUM
dem-11733	291	3	.	.	PUNCT
dem-11733	292	1	03	03	NUM
dem-11733	293	1	93	93	NUM
dem-11733	293	2	0	0	NUM
dem-11733	293	3	.	.	PUNCT
dem-11733	294	1	02	02	NUM
dem-11733	294	2	94	94	NUM
dem-11733	294	3	0	0	NUM
dem-11733	294	4	.	.	PUNCT
dem-11733	295	1	01	01	NUM
dem-11733	296	1	68	68	NUM
dem-11733	296	2	0	0	NUM
dem-11733	296	3	.	.	PUNCT
dem-11733	296	4	00	00	NUM
dem-11733	297	1	99	99	NUM
dem-11733	297	2	m	m	NOUN
dem-11733	297	3	9	9	NUM
dem-11733	297	4	0	0	NUM
dem-11733	297	5	.	.	PUNCT
dem-11733	298	1	01	01	NUM
dem-11733	299	1	75	75	NUM
dem-11733	299	2	0	0	NUM
dem-11733	299	3	.	.	PUNCT
dem-11733	300	1	02	02	NUM
dem-11733	300	2	57	57	NUM
dem-11733	300	3	0	0	NUM
dem-11733	300	4	.	.	PUNCT
dem-11733	300	5	03	03	NUM
dem-11733	301	1	48	48	NUM
dem-11733	301	2	0	0	NUM
dem-11733	301	3	.	.	PUNCT
dem-11733	302	1	03	03	NUM
dem-11733	303	1	75	75	NUM
dem-11733	303	2	0	0	NUM
dem-11733	303	3	.	.	PUNCT
dem-11733	303	4	03	03	NUM
dem-11733	304	1	02	02	NUM
dem-11733	304	2	0	0	NUM
dem-11733	304	3	.	.	PUNCT
dem-11733	305	1	01	01	NUM
dem-11733	306	1	62	62	NUM
dem-11733	306	2	0	0	NUM
dem-11733	306	3	.	.	PUNCT
dem-11733	306	4	00	00	NUM
dem-11733	307	1	96	96	NUM
dem-11733	307	2	0	0	NUM
dem-11733	307	3	.	.	PUNCT
dem-11733	308	1	01	01	NUM
dem-11733	309	1	38	38	NUM
dem-11733	309	2	0	0	NUM
dem-11733	309	3	.	.	PUNCT
dem-11733	310	1	02	02	NUM
dem-11733	310	2	23	23	NUM
dem-11733	310	3	0	0	NUM
dem-11733	310	4	.	.	PUNCT
dem-11733	311	1	03	03	NUM
dem-11733	311	2	16	16	NUM
dem-11733	311	3	0	0	NUM
dem-11733	311	4	.	.	PUNCT
dem-11733	311	5	03	03	NUM
dem-11733	312	1	34	34	NUM
dem-11733	312	2	0	0	NUM
dem-11733	312	3	.	.	PUNCT
dem-11733	313	1	02	02	NUM
dem-11733	313	2	82	82	NUM
dem-11733	313	3	0	0	NUM
dem-11733	313	4	.	.	PUNCT
dem-11733	314	1	01	01	NUM
dem-11733	315	1	53	53	NUM
dem-11733	315	2	0	0	NUM
dem-11733	315	3	.	.	PUNCT
dem-11733	315	4	00	00	NUM
dem-11733	316	1	88	88	NUM
dem-11733	316	2	m	m	NOUN
dem-11733	316	3	10	10	NUM
dem-11733	316	4	0	0	NUM
dem-11733	316	5	.	.	PUNCT
dem-11733	317	1	01	01	NUM
dem-11733	317	2	73	73	NUM
dem-11733	317	3	0	0	NUM
dem-11733	317	4	.	.	PUNCT
dem-11733	318	1	02	02	NUM
dem-11733	318	2	37	37	NUM
dem-11733	318	3	0	0	NUM
dem-11733	318	4	.	.	PUNCT
dem-11733	318	5	03	03	NUM
dem-11733	319	1	54	54	NUM
dem-11733	319	2	0	0	NUM
dem-11733	319	3	.	.	PUNCT
dem-11733	319	4	03	03	NUM
dem-11733	320	1	75	75	NUM
dem-11733	320	2	0	0	NUM
dem-11733	320	3	.	.	PUNCT
dem-11733	320	4	03	03	NUM
dem-11733	321	1	02	02	NUM
dem-11733	321	2	0	0	NUM
dem-11733	321	3	.	.	PUNCT
dem-11733	322	1	01	01	NUM
dem-11733	322	2	72	72	NUM
dem-11733	322	3	0	0	NUM
dem-11733	322	4	.	.	PUNCT
dem-11733	322	5	00	00	NUM
dem-11733	323	1	99	99	NUM
dem-11733	323	2	0	0	NUM
dem-11733	323	3	.	.	PUNCT
dem-11733	324	1	01	01	NUM
dem-11733	324	2	4	4	NUM
dem-11733	324	3	0	0	NUM
dem-11733	324	4	.	.	PUNCT
dem-11733	325	1	02	02	NUM
dem-11733	325	2	02	02	NUM
dem-11733	325	3	0	0	NUM
dem-11733	325	4	.	.	PUNCT
dem-11733	325	5	03	03	NUM
dem-11733	326	1	13	13	NUM
dem-11733	326	2	0	0	NUM
dem-11733	326	3	.	.	PUNCT
dem-11733	326	4	03	03	NUM
dem-11733	327	1	34	34	NUM
dem-11733	327	2	0	0	NUM
dem-11733	327	3	.	.	PUNCT
dem-11733	328	1	02	02	NUM
dem-11733	328	2	77	77	NUM
dem-11733	328	3	0	0	NUM
dem-11733	328	4	.	.	PUNCT
dem-11733	329	1	01	01	NUM
dem-11733	329	2	57	57	NUM
dem-11733	329	3	0	0	NUM
dem-11733	329	4	.	.	PUNCT
dem-11733	329	5	00	00	NUM
dem-11733	329	6	85	85	NUM
dem-11733	329	7	m	m	NOUN
dem-11733	329	8	11	11	NUM
dem-11733	329	9	0	0	NUM
dem-11733	329	10	.	.	PUNCT
dem-11733	330	1	01	01	NUM
dem-11733	331	1	38	38	NUM
dem-11733	331	2	0	0	NUM
dem-11733	331	3	.	.	PUNCT
dem-11733	332	1	02	02	NUM
dem-11733	332	2	41	41	NUM
dem-11733	332	3	0	0	NUM
dem-11733	332	4	.	.	PUNCT
dem-11733	332	5	03	03	NUM
dem-11733	333	1	42	42	NUM
dem-11733	333	2	0	0	NUM
dem-11733	333	3	.	.	PUNCT
dem-11733	333	4	03	03	NUM
dem-11733	334	1	7	7	NUM
dem-11733	334	2	0	0	NUM
dem-11733	334	3	.	.	PUNCT
dem-11733	334	4	03	03	NUM
dem-11733	334	5	06	06	NUM
dem-11733	334	6	0	0	NUM
dem-11733	334	7	.	.	PUNCT
dem-11733	335	1	01	01	NUM
dem-11733	336	1	73	73	NUM
dem-11733	336	2	0	0	NUM
dem-11733	336	3	.	.	PUNCT
dem-11733	337	1	01	01	NUM
dem-11733	338	1	07	07	NUM
dem-11733	338	2	0	0	NUM
dem-11733	338	3	.	.	PUNCT
dem-11733	339	1	01	01	NUM
dem-11733	339	2	11	11	NUM
dem-11733	339	3	0	0	NUM
dem-11733	339	4	.	.	PUNCT
dem-11733	340	1	01	01	NUM
dem-11733	341	1	92	92	NUM
dem-11733	341	2	0	0	NUM
dem-11733	341	3	.	.	PUNCT
dem-11733	342	1	03	03	NUM
dem-11733	342	2	05	05	NUM
dem-11733	342	3	0	0	NUM
dem-11733	342	4	.	.	PUNCT
dem-11733	342	5	03	03	NUM
dem-11733	343	1	28	28	NUM
dem-11733	343	2	0	0	NUM
dem-11733	343	3	.	.	PUNCT
dem-11733	344	1	02	02	NUM
dem-11733	344	2	82	82	NUM
dem-11733	344	3	0	0	NUM
dem-11733	344	4	.	.	PROPN
dem-11733	345	1	01	01	NUM
dem-11733	345	2	63	63	NUM
dem-11733	345	3	0	0	NUM
dem-11733	345	4	.	.	PUNCT
dem-11733	345	5	00	00	NUM
dem-11733	346	1	91	91	NUM
dem-11733	346	2	m	m	NOUN
dem-11733	346	3	12	12	NUM
dem-11733	346	4	0	0	NUM
dem-11733	346	5	.	.	PUNCT
dem-11733	347	1	01	01	NUM
dem-11733	347	2	44	44	NUM
dem-11733	347	3	0	0	NUM
dem-11733	347	4	.	.	PUNCT
dem-11733	348	1	02	02	NUM
dem-11733	348	2	28	28	NUM
dem-11733	348	3	0	0	NUM
dem-11733	348	4	.	.	NOUN
dem-11733	348	5	03	03	NUM
dem-11733	349	1	6	6	NUM
dem-11733	349	2	0	0	NUM
dem-11733	349	3	.	.	PUNCT
dem-11733	349	4	04	04	NUM
dem-11733	350	1	14	14	NUM
dem-11733	350	2	0	0	NUM
dem-11733	350	3	.	.	PUNCT
dem-11733	351	1	03	03	NUM
dem-11733	352	1	32	32	NUM
dem-11733	352	2	0	0	NUM
dem-11733	352	3	.	.	PUNCT
dem-11733	353	1	01	01	NUM
dem-11733	353	2	7	7	NUM
dem-11733	353	3	0	0	NUM
dem-11733	353	4	.	.	PUNCT
dem-11733	354	1	01	01	NUM
dem-11733	354	2	04	04	NUM
dem-11733	354	3	0	0	NUM
dem-11733	354	4	.	.	PUNCT
dem-11733	355	1	01	01	NUM
dem-11733	355	2	22	22	NUM
dem-11733	355	3	0	0	NUM
dem-11733	355	4	.	.	PUNCT
dem-11733	356	1	01	01	NUM
dem-11733	356	2	97	97	NUM
dem-11733	356	3	0	0	NUM
dem-11733	356	4	.	.	PUNCT
dem-11733	356	5	03	03	NUM
dem-11733	357	1	21	21	NUM
dem-11733	357	2	0	0	NUM
dem-11733	357	3	.	.	PUNCT
dem-11733	358	1	03	03	NUM
dem-11733	358	2	72	72	NUM
dem-11733	358	3	0	0	NUM
dem-11733	358	4	.	.	PUNCT
dem-11733	358	5	03	03	NUM
dem-11733	358	6	06	06	NUM
dem-11733	358	7	0	0	NUM
dem-11733	358	8	.	.	PUNCT
dem-11733	359	1	01	01	NUM
dem-11733	359	2	58	58	NUM
dem-11733	359	3	0	0	NUM
dem-11733	359	4	.	.	PUNCT
dem-11733	359	5	00	00	NUM
dem-11733	360	1	93	93	NUM
dem-11733	360	2	m	m	NUM
dem-11733	360	3	13	13	NUM
dem-11733	360	4	0	0	NUM
dem-11733	360	5	.	.	PUNCT
dem-11733	361	1	01	01	NUM
dem-11733	361	2	42	42	NUM
dem-11733	361	3	0	0	NUM
dem-11733	361	4	.	.	PUNCT
dem-11733	362	1	02	02	NUM
dem-11733	362	2	25	25	NUM
dem-11733	362	3	0	0	NUM
dem-11733	362	4	.	.	PUNCT
dem-11733	362	5	03	03	NUM
dem-11733	363	1	59	59	NUM
dem-11733	363	2	0	0	NUM
dem-11733	363	3	.	.	PUNCT
dem-11733	363	4	04	04	NUM
dem-11733	364	1	14	14	NUM
dem-11733	364	2	0	0	NUM
dem-11733	364	3	.	.	PUNCT
dem-11733	365	1	03	03	NUM
dem-11733	365	2	31	31	NUM
dem-11733	365	3	0	0	NUM
dem-11733	365	4	.	.	PUNCT
dem-11733	366	1	01	01	NUM
dem-11733	366	2	69	69	NUM
dem-11733	366	3	0	0	NUM
dem-11733	366	4	.	.	PUNCT
dem-11733	367	1	01	01	NUM
dem-11733	367	2	02	02	NUM
dem-11733	367	3	0	0	NUM
dem-11733	367	4	.	.	PUNCT
dem-11733	368	1	01	01	NUM
dem-11733	368	2	21	21	NUM
dem-11733	368	3	0	0	NUM
dem-11733	368	4	.	.	PUNCT
dem-11733	369	1	01	01	NUM
dem-11733	369	2	95	95	NUM
dem-11733	369	3	0	0	NUM
dem-11733	369	4	.	.	PUNCT
dem-11733	369	5	03	03	NUM
dem-11733	370	1	21	21	NUM
dem-11733	370	2	0	0	NUM
dem-11733	370	3	.	.	PUNCT
dem-11733	371	1	03	03	NUM
dem-11733	371	2	72	72	NUM
dem-11733	371	3	0	0	NUM
dem-11733	371	4	.	.	PUNCT
dem-11733	372	1	03	03	NUM
dem-11733	373	1	07	07	NUM
dem-11733	373	2	0	0	NUM
dem-11733	373	3	.	.	PUNCT
dem-11733	374	1	01	01	NUM
dem-11733	374	2	58	58	NUM
dem-11733	374	3	0	0	NUM
dem-11733	374	4	.	.	PUNCT
dem-11733	374	5	00	00	NUM
dem-11733	375	1	93	93	NUM
dem-11733	375	2	m	m	NUM
dem-11733	375	3	14	14	NUM
dem-11733	375	4	0	0	NUM
dem-11733	375	5	.	.	PUNCT
dem-11733	376	1	01	01	NUM
dem-11733	376	2	4	4	NUM
dem-11733	376	3	0	0	NUM
dem-11733	376	4	.	.	PUNCT
dem-11733	377	1	02	02	NUM
dem-11733	377	2	3	3	NUM
dem-11733	377	3	0	0	NUM
dem-11733	377	4	.	.	PUNCT
dem-11733	377	5	03	03	NUM
dem-11733	378	1	56	56	NUM
dem-11733	378	2	0	0	NUM
dem-11733	378	3	.	.	PUNCT
dem-11733	378	4	04	04	NUM
dem-11733	379	1	18	18	NUM
dem-11733	379	2	0	0	NUM
dem-11733	379	3	.	.	PUNCT
dem-11733	380	1	03	03	NUM
dem-11733	380	2	29	29	NUM
dem-11733	380	3	0	0	NUM
dem-11733	380	4	.	.	PUNCT
dem-11733	381	1	01	01	NUM
dem-11733	381	2	76	76	NUM
dem-11733	381	3	0	0	NUM
dem-11733	381	4	.	.	PUNCT
dem-11733	382	1	01	01	NUM
dem-11733	382	2	12	12	NUM
dem-11733	382	3	0	0	NUM
dem-11733	382	4	.	.	PUNCT
dem-11733	383	1	01	01	NUM
dem-11733	383	2	21	21	NUM
dem-11733	383	3	0	0	NUM
dem-11733	383	4	.	.	PUNCT
dem-11733	384	1	02	02	NUM
dem-11733	384	2	01	01	NUM
dem-11733	384	3	0	0	NUM
dem-11733	384	4	.	.	PUNCT
dem-11733	384	5	03	03	NUM
dem-11733	385	1	21	21	NUM
dem-11733	385	2	0	0	NUM
dem-11733	385	3	.	.	PUNCT
dem-11733	385	4	03	03	NUM
dem-11733	386	1	81	81	NUM
dem-11733	386	2	0	0	NUM
dem-11733	386	3	.	.	PUNCT
dem-11733	387	1	02	02	NUM
dem-11733	387	2	99	99	NUM
dem-11733	387	3	0	0	NUM
dem-11733	387	4	.	.	PUNCT
dem-11733	388	1	01	01	NUM
dem-11733	388	2	59	59	NUM
dem-11733	388	3	0	0	NUM
dem-11733	388	4	.	.	PUNCT
dem-11733	388	5	00	00	NUM
dem-11733	389	1	96	96	NUM
dem-11733	389	2	m	m	NUM
dem-11733	389	3	15	15	NUM
dem-11733	389	4	0	0	NUM
dem-11733	389	5	.	.	PUNCT
dem-11733	390	1	01	01	NUM
dem-11733	390	2	5	5	NUM
dem-11733	390	3	0	0	NUM
dem-11733	390	4	.	.	PUNCT
dem-11733	391	1	02	02	NUM
dem-11733	391	2	27	27	NUM
dem-11733	391	3	0	0	NUM
dem-11733	391	4	.	.	PUNCT
dem-11733	392	1	03	03	NUM
dem-11733	392	2	5	5	NUM
dem-11733	392	3	0	0	NUM
dem-11733	392	4	.	.	PUNCT
dem-11733	392	5	04	04	NUM
dem-11733	393	1	11	11	NUM
dem-11733	393	2	0	0	NUM
dem-11733	393	3	.	.	PUNCT
dem-11733	394	1	03	03	NUM
dem-11733	394	2	11	11	NUM
dem-11733	394	3	0	0	NUM
dem-11733	394	4	.	.	PUNCT
dem-11733	395	1	01	01	NUM
dem-11733	396	1	56	56	NUM
dem-11733	396	2	0	0	NUM
dem-11733	396	3	.	.	PUNCT
dem-11733	396	4	00	00	NUM
dem-11733	397	1	89	89	NUM
dem-11733	397	2	0	0	NUM
dem-11733	397	3	.	.	PROPN
dem-11733	398	1	01	01	NUM
dem-11733	398	2	24	24	NUM
dem-11733	398	3	0	0	NUM
dem-11733	398	4	.	.	PUNCT
dem-11733	399	1	01	01	NUM
dem-11733	399	2	98	98	NUM
dem-11733	399	3	0	0	NUM
dem-11733	399	4	.	.	PUNCT
dem-11733	400	1	03	03	NUM
dem-11733	401	1	19	19	NUM
dem-11733	401	2	0	0	NUM
dem-11733	401	3	.	.	PUNCT
dem-11733	402	1	03	03	NUM
dem-11733	403	1	75	75	NUM
dem-11733	403	2	0	0	NUM
dem-11733	403	3	.	.	PUNCT
dem-11733	404	1	02	02	NUM
dem-11733	404	2	93	93	NUM
dem-11733	404	3	0	0	NUM
dem-11733	404	4	.	.	PUNCT
dem-11733	405	1	01	01	NUM
dem-11733	406	1	53	53	NUM
dem-11733	406	2	0	0	NUM
dem-11733	406	3	.	.	PUNCT
dem-11733	406	4	00	00	NUM
dem-11733	406	5	85	85	NUM
dem-11733	406	6	m	m	NOUN
dem-11733	406	7	16	16	NUM
dem-11733	406	8	0	0	NUM
dem-11733	406	9	.	.	PUNCT
dem-11733	407	1	01	01	NUM
dem-11733	408	1	47	47	NUM
dem-11733	408	2	0	0	NUM
dem-11733	408	3	.	.	PUNCT
dem-11733	409	1	02	02	NUM
dem-11733	409	2	22	22	NUM
dem-11733	409	3	0	0	NUM
dem-11733	409	4	.	.	PUNCT
dem-11733	410	1	03	03	NUM
dem-11733	410	2	5	5	NUM
dem-11733	410	3	0	0	NUM
dem-11733	410	4	.	.	PUNCT
dem-11733	410	5	04	04	NUM
dem-11733	411	1	11	11	NUM
dem-11733	411	2	0	0	NUM
dem-11733	411	3	.	.	PUNCT
dem-11733	412	1	03	03	NUM
dem-11733	413	1	19	19	NUM
dem-11733	413	2	0	0	NUM
dem-11733	413	3	.	.	PUNCT
dem-11733	414	1	01	01	NUM
dem-11733	415	1	56	56	NUM
dem-11733	415	2	0	0	NUM
dem-11733	415	3	.	.	PUNCT
dem-11733	416	1	01	01	NUM
dem-11733	416	2	01	01	NUM
dem-11733	416	3	0	0	NUM
dem-11733	416	4	.	.	PUNCT
dem-11733	417	1	01	01	NUM
dem-11733	417	2	29	29	NUM
dem-11733	417	3	0	0	NUM
dem-11733	417	4	.	.	PUNCT
dem-11733	418	1	02	02	NUM
dem-11733	418	2	0	0	NUM
dem-11733	418	3	.	.	X
dem-11733	419	1	03	03	NUM
dem-11733	419	2	2	2	NUM
dem-11733	419	3	0	0	NUM
dem-11733	419	4	.	.	PUNCT
dem-11733	419	5	03	03	NUM
dem-11733	420	1	75	75	NUM
dem-11733	420	2	0	0	NUM
dem-11733	420	3	.	.	PUNCT
dem-11733	421	1	02	02	NUM
dem-11733	421	2	99	99	NUM
dem-11733	421	3	0	0	NUM
dem-11733	421	4	.	.	PUNCT
dem-11733	422	1	01	01	NUM
dem-11733	423	1	52	52	NUM
dem-11733	423	2	0	0	NUM
dem-11733	423	3	.	.	PUNCT
dem-11733	423	4	00	00	NUM
dem-11733	424	1	98	98	NUM
dem-11733	424	2	m	m	NUM
dem-11733	424	3	17	17	NUM
dem-11733	424	4	0	0	NUM
dem-11733	424	5	.	.	PUNCT
dem-11733	425	1	01	01	NUM
dem-11733	426	1	47	47	NUM
dem-11733	426	2	0	0	NUM
dem-11733	426	3	.	.	PUNCT
dem-11733	427	1	02	02	NUM
dem-11733	427	2	21	21	NUM
dem-11733	427	3	0	0	NUM
dem-11733	427	4	.	.	PUNCT
dem-11733	427	5	03	03	NUM
dem-11733	428	1	54	54	NUM
dem-11733	428	2	0	0	NUM
dem-11733	428	3	.	.	PUNCT
dem-11733	428	4	04	04	NUM
dem-11733	429	1	15	15	NUM
dem-11733	429	2	0	0	NUM
dem-11733	429	3	.	.	PUNCT
dem-11733	430	1	03	03	NUM
dem-11733	430	2	2	2	NUM
dem-11733	430	3	0	0	NUM
dem-11733	430	4	.	.	PUNCT
dem-11733	431	1	01	01	NUM
dem-11733	431	2	73	73	NUM
dem-11733	431	3	0	0	NUM
dem-11733	431	4	.	.	PUNCT
dem-11733	432	1	01	01	NUM
dem-11733	432	2	03	03	NUM
dem-11733	432	3	0	0	NUM
dem-11733	432	4	.	.	PUNCT
dem-11733	433	1	01	01	NUM
dem-11733	433	2	19	19	NUM
dem-11733	433	3	0	0	NUM
dem-11733	433	4	.	.	PUNCT
dem-11733	434	1	01	01	NUM
dem-11733	434	2	85	85	NUM
dem-11733	434	3	0	0	NUM
dem-11733	434	4	.	.	PUNCT
dem-11733	435	1	03	03	NUM
dem-11733	436	1	12	12	NUM
dem-11733	436	2	0	0	NUM
dem-11733	436	3	.	.	PUNCT
dem-11733	437	1	03	03	NUM
dem-11733	437	2	79	79	NUM
dem-11733	437	3	0	0	NUM
dem-11733	437	4	.	.	PUNCT
dem-11733	438	1	03	03	NUM
dem-11733	438	2	09	09	NUM
dem-11733	438	3	0	0	NUM
dem-11733	438	4	.	.	PUNCT
dem-11733	439	1	01	01	NUM
dem-11733	439	2	61	61	NUM
dem-11733	439	3	0	0	NUM
dem-11733	439	4	.	.	PUNCT
dem-11733	439	5	00	00	NUM
dem-11733	440	1	93	93	NUM
dem-11733	440	2	m	m	NUM
dem-11733	440	3	18	18	NUM
dem-11733	440	4	0	0	NUM
dem-11733	440	5	.	.	PUNCT
dem-11733	441	1	01	01	NUM
dem-11733	441	2	34	34	NUM
dem-11733	441	3	0	0	NUM
dem-11733	441	4	.	.	PUNCT
dem-11733	442	1	02	02	NUM
dem-11733	442	2	15	15	NUM
dem-11733	442	3	0	0	NUM
dem-11733	442	4	.	.	PUNCT
dem-11733	442	5	03	03	NUM
dem-11733	443	1	63	63	NUM
dem-11733	443	2	0	0	NUM
dem-11733	443	3	.	.	PUNCT
dem-11733	443	4	04	04	NUM
dem-11733	444	1	36	36	NUM
dem-11733	444	2	0	0	NUM
dem-11733	444	3	.	.	PUNCT
dem-11733	445	1	03	03	NUM
dem-11733	445	2	51	51	NUM
dem-11733	445	3	0	0	NUM
dem-11733	445	4	.	.	PUNCT
dem-11733	446	1	01	01	NUM
dem-11733	447	1	93	93	NUM
dem-11733	447	2	0	0	NUM
dem-11733	447	3	.	.	PUNCT
dem-11733	448	1	01	01	NUM
dem-11733	448	2	13	13	NUM
dem-11733	448	3	0	0	NUM
dem-11733	448	4	.	.	PUNCT
dem-11733	449	1	01	01	NUM
dem-11733	449	2	14	14	NUM
dem-11733	449	3	0	0	NUM
dem-11733	449	4	.	.	PUNCT
dem-11733	450	1	01	01	NUM
dem-11733	450	2	87	87	NUM
dem-11733	450	3	0	0	NUM
dem-11733	450	4	.	.	PUNCT
dem-11733	451	1	03	03	NUM
dem-11733	452	1	19	19	NUM
dem-11733	452	2	0	0	NUM
dem-11733	452	3	.	.	PUNCT
dem-11733	453	1	03	03	NUM
dem-11733	453	2	83	83	NUM
dem-11733	453	3	0	0	NUM
dem-11733	453	4	.	.	PUNCT
dem-11733	454	1	03	03	NUM
dem-11733	454	2	23	23	NUM
dem-11733	454	3	0	0	NUM
dem-11733	454	4	.	.	PUNCT
dem-11733	455	1	01	01	NUM
dem-11733	456	1	66	66	NUM
dem-11733	456	2	0	0	NUM
dem-11733	456	3	.	.	PUNCT
dem-11733	456	4	00	00	NUM
dem-11733	457	1	93	93	NUM
dem-11733	457	2	m	m	NUM
dem-11733	457	3	19	19	NUM
dem-11733	457	4	0	0	NUM
dem-11733	457	5	.	.	PUNCT
dem-11733	458	1	01	01	NUM
dem-11733	459	1	75	75	NUM
dem-11733	459	2	0	0	NUM
dem-11733	459	3	.	.	PUNCT
dem-11733	460	1	02	02	NUM
dem-11733	460	2	41	41	NUM
dem-11733	460	3	0	0	NUM
dem-11733	460	4	.	.	PUNCT
dem-11733	461	1	03	03	NUM
dem-11733	461	2	67	67	NUM
dem-11733	461	3	0	0	NUM
dem-11733	461	4	.	.	PUNCT
dem-11733	462	1	04	04	NUM
dem-11733	463	1	11	11	NUM
dem-11733	463	2	0	0	NUM
dem-11733	463	3	.	.	PUNCT
dem-11733	464	1	03	03	NUM
dem-11733	464	2	08	08	NUM
dem-11733	464	3	0	0	NUM
dem-11733	464	4	.	.	PUNCT
dem-11733	465	1	01	01	NUM
dem-11733	465	2	94	94	NUM
dem-11733	465	3	0	0	NUM
dem-11733	465	4	.	.	PUNCT
dem-11733	466	1	01	01	NUM
dem-11733	466	2	09	09	NUM
dem-11733	466	3	0	0	NUM
dem-11733	466	4	.	.	PUNCT
dem-11733	467	1	01	01	NUM
dem-11733	467	2	46	46	NUM
dem-11733	467	3	0	0	NUM
dem-11733	467	4	.	.	PUNCT
dem-11733	468	1	02	02	NUM
dem-11733	468	2	13	13	NUM
dem-11733	468	3	0	0	NUM
dem-11733	468	4	.	.	PUNCT
dem-11733	468	5	03	03	NUM
dem-11733	469	1	25	25	NUM
dem-11733	469	2	0	0	NUM
dem-11733	469	3	.	.	PUNCT
dem-11733	469	4	03	03	NUM
dem-11733	470	1	75	75	NUM
dem-11733	470	2	0	0	NUM
dem-11733	470	3	.	.	PUNCT
dem-11733	471	1	02	02	NUM
dem-11733	471	2	94	94	NUM
dem-11733	471	3	0	0	NUM
dem-11733	471	4	.	.	PROPN
dem-11733	472	1	01	01	NUM
dem-11733	472	2	86	86	NUM
dem-11733	472	3	0	0	NUM
dem-11733	472	4	.	.	PUNCT
dem-11733	472	5	00	00	NUM
dem-11733	473	1	98	98	NUM
dem-11733	473	2	m	m	NOUN
dem-11733	473	3	20	20	NUM
dem-11733	473	4	0	0	NUM
dem-11733	473	5	.	.	PUNCT
dem-11733	474	1	01	01	NUM
dem-11733	475	1	47	47	NUM
dem-11733	475	2	0	0	NUM
dem-11733	475	3	.	.	PUNCT
dem-11733	476	1	02	02	NUM
dem-11733	476	2	3	3	NUM
dem-11733	476	3	0	0	NUM
dem-11733	476	4	.	.	PUNCT
dem-11733	476	5	03	03	NUM
dem-11733	476	6	35	35	NUM
dem-11733	476	7	0	0	NUM
dem-11733	476	8	.	.	PUNCT
dem-11733	476	9	03	03	NUM
dem-11733	476	10	74	74	NUM
dem-11733	476	11	0	0	NUM
dem-11733	476	12	.	.	PUNCT
dem-11733	476	13	03	03	NUM
dem-11733	476	14	0	0	NUM
dem-11733	476	15	.	.	NUM
dem-11733	476	16	01	01	NUM
dem-11733	476	17	64	64	NUM
dem-11733	476	18	0	0	NUM
dem-11733	476	19	.	.	PUNCT
dem-11733	476	20	00	00	NUM
dem-11733	477	1	98	98	NUM
dem-11733	477	2	0	0	NUM
dem-11733	477	3	.	.	PUNCT
dem-11733	478	1	01	01	NUM
dem-11733	478	2	2	2	NUM
dem-11733	478	3	0	0	NUM
dem-11733	478	4	.	.	PUNCT
dem-11733	479	1	02	02	NUM
dem-11733	479	2	02	02	NUM
dem-11733	479	3	0	0	NUM
dem-11733	479	4	.	.	PUNCT
dem-11733	479	5	03	03	NUM
dem-11733	479	6	06	06	NUM
dem-11733	479	7	0	0	NUM
dem-11733	479	8	.	.	PUNCT
dem-11733	479	9	03	03	NUM
dem-11733	480	1	35	35	NUM
dem-11733	480	2	0	0	NUM
dem-11733	480	3	.	.	PUNCT
dem-11733	481	1	02	02	NUM
dem-11733	482	1	75	75	NUM
dem-11733	482	2	0	0	NUM
dem-11733	482	3	.	.	PUNCT
dem-11733	483	1	01	01	NUM
dem-11733	484	1	56	56	NUM
dem-11733	484	2	0	0	NUM
dem-11733	484	3	.	.	PUNCT
dem-11733	484	4	00	00	NUM
dem-11733	485	1	9	9	NUM
dem-11733	485	2	m	m	NUM
dem-11733	485	3	21	21	NUM
dem-11733	485	4	0	0	NUM
dem-11733	485	5	.	.	PUNCT
dem-11733	485	6	01	01	NUM
dem-11733	486	1	38	38	NUM
dem-11733	486	2	0	0	NUM
dem-11733	486	3	.	.	PUNCT
dem-11733	487	1	02	02	NUM
dem-11733	487	2	09	09	NUM
dem-11733	487	3	0	0	NUM
dem-11733	487	4	.	.	PUNCT
dem-11733	487	5	03	03	NUM
dem-11733	488	1	42	42	NUM
dem-11733	488	2	0	0	NUM
dem-11733	488	3	.	.	PUNCT
dem-11733	488	4	03	03	NUM
dem-11733	489	1	74	74	NUM
dem-11733	489	2	0	0	NUM
dem-11733	489	3	.	.	PUNCT
dem-11733	490	1	03	03	NUM
dem-11733	491	1	03	03	NUM
dem-11733	491	2	0	0	NUM
dem-11733	491	3	.	.	PUNCT
dem-11733	492	1	01	01	NUM
dem-11733	493	1	73	73	NUM
dem-11733	493	2	0	0	NUM
dem-11733	493	3	.	.	PUNCT
dem-11733	493	4	00	00	NUM
dem-11733	494	1	99	99	NUM
dem-11733	494	2	0	0	NUM
dem-11733	494	3	.	.	PUNCT
dem-11733	495	1	01	01	NUM
dem-11733	495	2	17	17	NUM
dem-11733	495	3	0	0	NUM
dem-11733	495	4	.	.	PUNCT
dem-11733	496	1	01	01	NUM
dem-11733	496	2	84	84	NUM
dem-11733	496	3	0	0	NUM
dem-11733	496	4	.	.	PUNCT
dem-11733	497	1	03	03	NUM
dem-11733	497	2	09	09	NUM
dem-11733	497	3	0	0	NUM
dem-11733	497	4	.	.	PUNCT
dem-11733	497	5	03	03	NUM
dem-11733	498	1	35	35	NUM
dem-11733	498	2	0	0	NUM
dem-11733	498	3	.	.	PUNCT
dem-11733	499	1	02	02	NUM
dem-11733	499	2	77	77	NUM
dem-11733	499	3	0	0	NUM
dem-11733	499	4	.	.	PUNCT
dem-11733	500	1	01	01	NUM
dem-11733	501	1	56	56	NUM
dem-11733	501	2	0	0	NUM
dem-11733	501	3	.	.	PUNCT
dem-11733	501	4	00	00	NUM
dem-11733	502	1	87	87	NUM
dem-11733	502	2	m	m	NUM
dem-11733	502	3	22	22	NUM
dem-11733	502	4	0	0	NUM
dem-11733	502	5	.	.	PUNCT
dem-11733	503	1	01	01	NUM
dem-11733	503	2	4	4	NUM
dem-11733	503	3	0	0	NUM
dem-11733	503	4	.	.	PUNCT
dem-11733	503	5	02	02	NUM
dem-11733	503	6	2	2	NUM
dem-11733	503	7	0	0	NUM
dem-11733	503	8	.	.	PUNCT
dem-11733	503	9	03	03	NUM
dem-11733	504	1	36	36	NUM
dem-11733	504	2	0	0	NUM
dem-11733	504	3	.	.	PUNCT
dem-11733	504	4	03	03	NUM
dem-11733	505	1	69	69	NUM
dem-11733	505	2	0	0	NUM
dem-11733	505	3	.	.	PUNCT
dem-11733	506	1	03	03	NUM
dem-11733	506	2	09	09	NUM
dem-11733	506	3	0	0	NUM
dem-11733	506	4	.	.	PUNCT
dem-11733	507	1	01	01	NUM
dem-11733	507	2	77	77	NUM
dem-11733	507	3	0	0	NUM
dem-11733	507	4	.	.	PUNCT
dem-11733	508	1	01	01	NUM
dem-11733	508	2	09	09	NUM
dem-11733	508	3	0	0	NUM
dem-11733	508	4	.	.	PUNCT
dem-11733	509	1	01	01	NUM
dem-11733	509	2	19	19	NUM
dem-11733	509	3	0	0	NUM
dem-11733	509	4	.	.	PUNCT
dem-11733	510	1	01	01	NUM
dem-11733	510	2	78	78	NUM
dem-11733	510	3	0	0	NUM
dem-11733	510	4	.	.	PUNCT
dem-11733	511	1	03	03	NUM
dem-11733	511	2	09	09	NUM
dem-11733	511	3	0	0	NUM
dem-11733	511	4	.	.	NOUN
dem-11733	512	1	03	03	NUM
dem-11733	512	2	3	3	NUM
dem-11733	512	3	0	0	NUM
dem-11733	512	4	.	.	PUNCT
dem-11733	513	1	02	02	NUM
dem-11733	513	2	9	9	NUM
dem-11733	513	3	0	0	NUM
dem-11733	513	4	.	.	PUNCT
dem-11733	514	1	01	01	NUM
dem-11733	514	2	71	71	NUM
dem-11733	514	3	0	0	NUM
dem-11733	514	4	.	.	PUNCT
dem-11733	514	5	00	00	NUM
dem-11733	515	1	99	99	NUM
dem-11733	515	2	m	m	NOUN
dem-11733	515	3	23	23	NUM
dem-11733	515	4	0	0	NUM
dem-11733	515	5	.	.	PUNCT
dem-11733	516	1	01	01	NUM
dem-11733	516	2	9	9	NUM
dem-11733	516	3	0	0	NUM
dem-11733	516	4	.	.	PUNCT
dem-11733	517	1	02	02	NUM
dem-11733	517	2	69	69	NUM
dem-11733	517	3	0	0	NUM
dem-11733	517	4	.	.	PUNCT
dem-11733	517	5	04	04	NUM
dem-11733	518	1	16	16	NUM
dem-11733	518	2	0	0	NUM
dem-11733	518	3	.	.	PUNCT
dem-11733	518	4	04	04	NUM
dem-11733	519	1	77	77	NUM
dem-11733	519	2	0	0	NUM
dem-11733	519	3	.	.	PUNCT
dem-11733	519	4	03	03	NUM
dem-11733	520	1	54	54	NUM
dem-11733	520	2	0	0	NUM
dem-11733	520	3	.	.	PUNCT
dem-11733	521	1	01	01	NUM
dem-11733	522	1	75	75	NUM
dem-11733	522	2	0	0	NUM
dem-11733	522	3	.	.	PUNCT
dem-11733	522	4	00	00	NUM
dem-11733	523	1	99	99	NUM
dem-11733	523	2	0	0	NUM
dem-11733	523	3	.	.	PROPN
dem-11733	524	1	01	01	NUM
dem-11733	525	1	33	33	NUM
dem-11733	525	2	0	0	NUM
dem-11733	525	3	.	.	PUNCT
dem-11733	526	1	02	02	NUM
dem-11733	527	1	17	17	NUM
dem-11733	527	2	0	0	NUM
dem-11733	527	3	.	.	PUNCT
dem-11733	527	4	03	03	NUM
dem-11733	528	1	41	41	NUM
dem-11733	528	2	0	0	NUM
dem-11733	528	3	.	.	PUNCT
dem-11733	529	1	03	03	NUM
dem-11733	530	1	93	93	NUM
dem-11733	530	2	0	0	NUM
dem-11733	530	3	.	.	PUNCT
dem-11733	531	1	03	03	NUM
dem-11733	531	2	04	04	NUM
dem-11733	531	3	0	0	NUM
dem-11733	531	4	.	.	PUNCT
dem-11733	532	1	01	01	NUM
dem-11733	532	2	58	58	NUM
dem-11733	532	3	0	0	NUM
dem-11733	532	4	.	.	PUNCT
dem-11733	532	5	00	00	NUM
dem-11733	533	1	92	92	NUM
dem-11733	533	2	m	m	NUM
dem-11733	533	3	24	24	NUM
dem-11733	533	4	0	0	NUM
dem-11733	533	5	.	.	PUNCT
dem-11733	534	1	01	01	NUM
dem-11733	534	2	79	79	NUM
dem-11733	534	3	0	0	NUM
dem-11733	534	4	.	.	PUNCT
dem-11733	535	1	02	02	NUM
dem-11733	535	2	59	59	NUM
dem-11733	535	3	0	0	NUM
dem-11733	535	4	.	.	PUNCT
dem-11733	535	5	04	04	NUM
dem-11733	535	6	0	0	NUM
dem-11733	535	7	.	.	PUNCT
dem-11733	535	8	04	04	NUM
dem-11733	536	1	58	58	NUM
dem-11733	536	2	0	0	NUM
dem-11733	536	3	.	.	PUNCT
dem-11733	537	1	03	03	NUM
dem-11733	538	1	39	39	NUM
dem-11733	538	2	0	0	NUM
dem-11733	538	3	.	.	PUNCT
dem-11733	539	1	01	01	NUM
dem-11733	540	1	65	65	NUM
dem-11733	540	2	0	0	NUM
dem-11733	540	3	.	.	PUNCT
dem-11733	540	4	00	00	NUM
dem-11733	541	1	92	92	NUM
dem-11733	541	2	0	0	NUM
dem-11733	541	3	.	.	PUNCT
dem-11733	542	1	01	01	NUM
dem-11733	542	2	4	4	NUM
dem-11733	542	3	0	0	NUM
dem-11733	542	4	.	.	PUNCT
dem-11733	543	1	02	02	NUM
dem-11733	543	2	22	22	NUM
dem-11733	543	3	0	0	NUM
dem-11733	543	4	.	.	PUNCT
dem-11733	543	5	03	03	NUM
dem-11733	544	1	41	41	NUM
dem-11733	544	2	0	0	NUM
dem-11733	544	3	.	.	PUNCT
dem-11733	545	1	03	03	NUM
dem-11733	545	2	95	95	NUM
dem-11733	545	3	0	0	NUM
dem-11733	545	4	.	.	PUNCT
dem-11733	546	1	03	03	NUM
dem-11733	547	1	07	07	NUM
dem-11733	547	2	0	0	NUM
dem-11733	547	3	.	.	PUNCT
dem-11733	548	1	01	01	NUM
dem-11733	548	2	59	59	NUM
dem-11733	548	3	0	0	NUM
dem-11733	548	4	.	.	PUNCT
dem-11733	548	5	00	00	NUM
dem-11733	548	6	85	85	NUM
dem-11733	548	7	m	m	NUM
dem-11733	548	8	25	25	NUM
dem-11733	548	9	0	0	NUM
dem-11733	548	10	.	.	PUNCT
dem-11733	549	1	01	01	NUM
dem-11733	550	1	56	56	NUM
dem-11733	550	2	0	0	NUM
dem-11733	550	3	.	.	PUNCT
dem-11733	551	1	02	02	NUM
dem-11733	552	1	51	51	NUM
dem-11733	552	2	0	0	NUM
dem-11733	552	3	.	.	PUNCT
dem-11733	552	4	03	03	NUM
dem-11733	553	1	92	92	NUM
dem-11733	553	2	0	0	NUM
dem-11733	553	3	.	.	PUNCT
dem-11733	553	4	04	04	NUM
dem-11733	554	1	54	54	NUM
dem-11733	554	2	0	0	NUM
dem-11733	554	3	.	.	PUNCT
dem-11733	554	4	03	03	NUM
dem-11733	555	1	56	56	NUM
dem-11733	555	2	0	0	NUM
dem-11733	555	3	.	.	PUNCT
dem-11733	556	1	01	01	NUM
dem-11733	556	2	97	97	NUM
dem-11733	556	3	0	0	NUM
dem-11733	556	4	.	.	PUNCT
dem-11733	557	1	01	01	NUM
dem-11733	557	2	12	12	NUM
dem-11733	557	3	0	0	NUM
dem-11733	557	4	.	.	PUNCT
dem-11733	558	1	01	01	NUM
dem-11733	558	2	26	26	NUM
dem-11733	558	3	0	0	NUM
dem-11733	558	4	.	.	PUNCT
dem-11733	559	1	02	02	NUM
dem-11733	559	2	07	07	NUM
dem-11733	559	3	0	0	NUM
dem-11733	559	4	.	.	PUNCT
dem-11733	559	5	03	03	NUM
dem-11733	560	1	24	24	NUM
dem-11733	560	2	0	0	NUM
dem-11733	560	3	.	.	PUNCT
dem-11733	561	1	03	03	NUM
dem-11733	561	2	85	85	NUM
dem-11733	561	3	0	0	NUM
dem-11733	561	4	.	.	PUNCT
dem-11733	561	5	03	03	NUM
dem-11733	562	1	14	14	NUM
dem-11733	562	2	0	0	NUM
dem-11733	562	3	.	.	PUNCT
dem-11733	563	1	01	01	NUM
dem-11733	563	2	7	7	NUM
dem-11733	563	3	0	0	NUM
dem-11733	563	4	.	.	PUNCT
dem-11733	563	5	00	00	NUM
dem-11733	564	1	98	98	NUM
dem-11733	564	2	m	m	NUM
dem-11733	564	3	26	26	NUM
dem-11733	564	4	0	0	NUM
dem-11733	564	5	.	.	PUNCT
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dem-11733	651	15	04	04	NUM
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dem-11733	652	2	0	0	NUM
dem-11733	652	3	.	.	PUNCT
dem-11733	653	1	92	92	NUM
dem-11733	653	2	71	71	NUM
dem-11733	653	3	0	0	NUM
dem-11733	653	4	.	.	PUNCT
dem-11733	654	1	86	86	NUM
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dem-11733	654	3	0	0	NUM
dem-11733	654	4	.	.	PUNCT
dem-11733	655	1	67	67	NUM
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dem-11733	655	3	0	0	NUM
dem-11733	655	4	.	.	NOUN
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dem-11733	655	6	42	42	NUM
dem-11733	655	7	0	0	NUM
dem-11733	655	8	.	.	PUNCT
dem-11733	656	1	18	18	NUM
dem-11733	656	2	75	75	NUM
dem-11733	656	3	0	0	NUM
dem-11733	656	4	.	.	PUNCT
dem-11733	656	5	03	03	NUM
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dem-11733	656	7	0	0	NUM
dem-11733	656	8	.	.	PUNCT
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dem-11733	657	3	m	m	NUM
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dem-11733	657	5	0	0	NUM
dem-11733	657	6	.	.	NUM
dem-11733	657	7	89	89	NUM
dem-11733	657	8	17	17	NUM
dem-11733	657	9	0	0	NUM
dem-11733	657	10	.	.	NOUN
dem-11733	657	11	85	85	NUM
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dem-11733	657	13	.	.	PUNCT
dem-11733	657	14	63	63	NUM
dem-11733	657	15	33	33	NUM
dem-11733	657	16	*	*	PUNCT
dem-11733	657	17	*	*	NOUN
dem-11733	657	18	0	0	NUM
dem-11733	657	19	.	.	X
dem-11733	658	1	38	38	NUM
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dem-11733	658	3	0	0	NUM
dem-11733	658	4	.	.	PUNCT
dem-11733	658	5	21	21	NUM
dem-11733	658	6	67	67	NUM
dem-11733	658	7	0	0	NUM
dem-11733	658	8	.	.	NOUN
dem-11733	658	9	1	1	NUM
dem-11733	658	10	0	0	NUM
dem-11733	658	11	.	.	NUM
dem-11733	658	12	06	06	NUM
dem-11733	658	13	67	67	NUM
dem-11733	658	14	0	0	NUM
dem-11733	658	15	.	.	PUNCT
dem-11733	659	1	91	91	NUM
dem-11733	659	2	67	67	NUM
dem-11733	659	3	0	0	NUM
dem-11733	659	4	.	.	X
dem-11733	659	5	88	88	NUM
dem-11733	659	6	54	54	NUM
dem-11733	659	7	0	0	NUM
dem-11733	659	8	.	.	PUNCT
dem-11733	660	1	64	64	NUM
dem-11733	660	2	58	58	NUM
dem-11733	660	3	0	0	NUM
dem-11733	660	4	.	.	PUNCT
dem-11733	661	1	37	37	NUM
dem-11733	661	2	5	5	NUM
dem-11733	661	3	0	0	NUM
dem-11733	661	4	.	.	PUNCT
dem-11733	662	1	19	19	NUM
dem-11733	662	2	79	79	NUM
dem-11733	662	3	0	0	NUM
dem-11733	662	4	.	.	PUNCT
dem-11733	663	1	05	05	NUM
dem-11733	664	1	21	21	NUM
dem-11733	664	2	0	0	NUM
dem-11733	664	3	.	.	PUNCT
dem-11733	664	4	04	04	NUM
dem-11733	665	1	17	17	NUM
dem-11733	665	2	m	m	NOUN
dem-11733	665	3	8	8	NUM
dem-11733	665	4	0	0	NUM
dem-11733	665	5	.	.	PUNCT
dem-11733	665	6	88	88	NUM
dem-11733	666	1	33	33	NUM
dem-11733	666	2	*	*	PUNCT
dem-11733	666	3	*	*	NOUN
dem-11733	666	4	0	0	NUM
dem-11733	666	5	.	.	NUM
dem-11733	666	6	86	86	NUM
dem-11733	666	7	67	67	NUM
dem-11733	666	8	0	0	NUM
dem-11733	666	9	.	.	PUNCT
dem-11733	667	1	63	63	NUM
dem-11733	667	2	33	33	NUM
dem-11733	667	3	*	*	PUNCT
dem-11733	667	4	*	*	NOUN
dem-11733	667	5	0	0	NUM
dem-11733	667	6	.	.	NUM
dem-11733	667	7	40	40	NUM
dem-11733	667	8	83	83	NUM
dem-11733	667	9	0	0	NUM
dem-11733	667	10	.	.	NOUN
dem-11733	667	11	2	2	NUM
dem-11733	667	12	0	0	NUM
dem-11733	667	13	.	.	NOUN
dem-11733	667	14	1	1	NUM
dem-11733	667	15	0	0	NUM
dem-11733	667	16	.	.	PUNCT
dem-11733	667	17	09	09	NUM
dem-11733	667	18	17	17	NUM
dem-11733	667	19	0	0	NUM
dem-11733	667	20	.	.	PUNCT
dem-11733	668	1	91	91	NUM
dem-11733	668	2	67	67	NUM
dem-11733	668	3	0	0	NUM
dem-11733	668	4	.	.	NUM
dem-11733	668	5	89	89	NUM
dem-11733	668	6	58	58	NUM
dem-11733	668	7	0	0	NUM
dem-11733	668	8	.	.	PUNCT
dem-11733	669	1	64	64	NUM
dem-11733	669	2	58	58	NUM
dem-11733	669	3	0	0	NUM
dem-11733	669	4	.	.	PUNCT
dem-11733	670	1	39	39	NUM
dem-11733	670	2	58	58	NUM
dem-11733	670	3	0	0	NUM
dem-11733	670	4	.	.	PUNCT
dem-11733	671	1	16	16	NUM
dem-11733	671	2	67	67	NUM
dem-11733	671	3	0	0	NUM
dem-11733	671	4	.	.	PUNCT
dem-11733	671	5	07	07	NUM
dem-11733	671	6	29	29	NUM
dem-11733	671	7	0	0	NUM
dem-11733	671	8	.	.	PUNCT
dem-11733	671	9	06	06	NUM
dem-11733	672	1	25	25	NUM
dem-11733	672	2	m	m	NOUN
dem-11733	672	3	9	9	NUM
dem-11733	672	4	0	0	NUM
dem-11733	672	5	.	.	PUNCT
dem-11733	673	1	90	90	NUM
dem-11733	673	2	83	83	NUM
dem-11733	673	3	0	0	NUM
dem-11733	673	4	.	.	NOUN
dem-11733	673	5	85	85	NUM
dem-11733	673	6	0	0	NUM
dem-11733	673	7	.	.	PUNCT
dem-11733	674	1	77	77	NUM
dem-11733	674	2	5	5	NUM
dem-11733	674	3	0	0	NUM
dem-11733	674	4	.	.	PUNCT
dem-11733	675	1	43	43	NUM
dem-11733	675	2	33	33	NUM
dem-11733	675	3	0	0	NUM
dem-11733	675	4	.	.	PUNCT
dem-11733	676	1	17	17	NUM
dem-11733	676	2	5	5	NUM
dem-11733	676	3	0	0	NUM
dem-11733	676	4	.	.	PUNCT
dem-11733	677	1	05	05	NUM
dem-11733	678	1	83	83	NUM
dem-11733	678	2	0	0	NUM
dem-11733	678	3	.	.	PUNCT
dem-11733	679	1	03	03	NUM
dem-11733	680	1	33	33	NUM
dem-11733	680	2	0	0	NUM
dem-11733	680	3	.	.	PUNCT
dem-11733	681	1	92	92	NUM
dem-11733	681	2	71	71	NUM
dem-11733	681	3	0	0	NUM
dem-11733	681	4	.	.	NOUN
dem-11733	681	5	88	88	NUM
dem-11733	681	6	54	54	NUM
dem-11733	681	7	0	0	NUM
dem-11733	681	8	.	.	PUNCT
dem-11733	681	9	80	80	NUM
dem-11733	681	10	21	21	NUM
dem-11733	681	11	0	0	NUM
dem-11733	681	12	.	.	PUNCT
dem-11733	682	1	42	42	NUM
dem-11733	682	2	71	71	NUM
dem-11733	682	3	0	0	NUM
dem-11733	682	4	.	.	NOUN
dem-11733	682	5	15	15	NUM
dem-11733	682	6	63	63	NUM
dem-11733	682	7	0	0	NUM
dem-11733	682	8	.	.	PUNCT
dem-11733	682	9	03	03	NUM
dem-11733	683	1	13	13	NUM
dem-11733	683	2	0	0	NUM
dem-11733	683	3	.	.	PUNCT
dem-11733	684	1	01	01	NUM
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dem-11733	684	3	m	m	NUM
dem-11733	684	4	10	10	NUM
dem-11733	684	5	0	0	NUM
dem-11733	684	6	.	.	NUM
dem-11733	684	7	89	89	NUM
dem-11733	684	8	17	17	NUM
dem-11733	684	9	0	0	NUM
dem-11733	684	10	.	.	NOUN
dem-11733	684	11	85	85	NUM
dem-11733	684	12	0	0	NUM
dem-11733	684	13	.	.	PUNCT
dem-11733	684	14	72	72	NUM
dem-11733	684	15	5	5	NUM
dem-11733	684	16	0	0	NUM
dem-11733	684	17	.	.	PUNCT
dem-11733	685	1	43	43	NUM
dem-11733	685	2	33	33	NUM
dem-11733	685	3	0	0	NUM
dem-11733	685	4	.	.	PUNCT
dem-11733	685	5	15	15	NUM
dem-11733	685	6	83	83	NUM
dem-11733	685	7	0	0	NUM
dem-11733	685	8	.	.	PUNCT
dem-11733	686	1	10	10	NUM
dem-11733	686	2	83	83	NUM
dem-11733	686	3	0	0	NUM
dem-11733	686	4	.	.	PUNCT
dem-11733	687	1	05	05	NUM
dem-11733	687	2	0	0	NUM
dem-11733	687	3	.	.	PROPN
dem-11733	688	1	90	90	NUM
dem-11733	688	2	63	63	NUM
dem-11733	688	3	0	0	NUM
dem-11733	688	4	.	.	NOUN
dem-11733	688	5	85	85	NUM
dem-11733	688	6	42	42	NUM
dem-11733	688	7	0	0	NUM
dem-11733	688	8	.	.	PUNCT
dem-11733	689	1	73	73	NUM
dem-11733	689	2	96	96	NUM
dem-11733	689	3	0	0	NUM
dem-11733	689	4	.	.	PUNCT
dem-11733	690	1	42	42	NUM
dem-11733	690	2	71	71	NUM
dem-11733	690	3	0	0	NUM
dem-11733	690	4	.	.	NOUN
dem-11733	690	5	13	13	NUM
dem-11733	690	6	54	54	NUM
dem-11733	690	7	0	0	NUM
dem-11733	690	8	.	.	PUNCT
dem-11733	690	9	09	09	NUM
dem-11733	690	10	38	38	NUM
dem-11733	690	11	0	0	NUM
dem-11733	690	12	.	.	PUNCT
dem-11733	691	1	03	03	NUM
dem-11733	691	2	13	13	NUM
dem-11733	691	3	m	m	NOUN
dem-11733	691	4	11	11	NUM
dem-11733	691	5	0	0	NUM
dem-11733	691	6	.	.	PUNCT
dem-11733	692	1	90	90	NUM
dem-11733	692	2	83	83	NUM
dem-11733	692	3	0	0	NUM
dem-11733	692	4	.	.	PUNCT
dem-11733	693	1	86	86	NUM
dem-11733	693	2	67	67	NUM
dem-11733	693	3	0	0	NUM
dem-11733	693	4	.	.	PUNCT
dem-11733	693	5	72	72	NUM
dem-11733	693	6	5	5	NUM
dem-11733	693	7	0	0	NUM
dem-11733	693	8	.	.	PUNCT
dem-11733	694	1	42	42	NUM
dem-11733	694	2	5	5	NUM
dem-11733	694	3	0	0	NUM
dem-11733	694	4	.	.	NOUN
dem-11733	694	5	20	20	NUM
dem-11733	694	6	83	83	NUM
dem-11733	694	7	0	0	NUM
dem-11733	694	8	.	.	PUNCT
dem-11733	694	9	09	09	NUM
dem-11733	694	10	17	17	NUM
dem-11733	694	11	0	0	NUM
dem-11733	694	12	.	.	PUNCT
dem-11733	694	13	06	06	NUM
dem-11733	694	14	67	67	NUM
dem-11733	694	15	0	0	NUM
dem-11733	694	16	.	.	PUNCT
dem-11733	695	1	93	93	NUM
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dem-11733	696	2	0	0	NUM
dem-11733	696	3	.	.	PUNCT
dem-11733	697	1	90	90	NUM
dem-11733	697	2	63	63	NUM
dem-11733	697	3	0	0	NUM
dem-11733	697	4	.	.	PUNCT
dem-11733	698	1	73	73	NUM
dem-11733	698	2	96	96	NUM
dem-11733	698	3	0	0	NUM
dem-11733	698	4	.	.	PUNCT
dem-11733	699	1	41	41	NUM
dem-11733	699	2	67	67	NUM
dem-11733	699	3	0	0	NUM
dem-11733	699	4	.	.	PROPN
dem-11733	700	1	19	19	NUM
dem-11733	700	2	79	79	NUM
dem-11733	700	3	0	0	NUM
dem-11733	700	4	.	.	PUNCT
dem-11733	700	5	06	06	NUM
dem-11733	701	1	25	25	NUM
dem-11733	701	2	0	0	NUM
dem-11733	701	3	.	.	PUNCT
dem-11733	701	4	04	04	NUM
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dem-11733	701	6	m	m	NOUN
dem-11733	701	7	12	12	NUM
dem-11733	701	8	0	0	NUM
dem-11733	701	9	.	.	PUNCT
dem-11733	702	1	92	92	NUM
dem-11733	702	2	5	5	NUM
dem-11733	702	3	0	0	NUM
dem-11733	702	4	.	.	PUNCT
dem-11733	703	1	81	81	NUM
dem-11733	703	2	67	67	NUM
dem-11733	703	3	*	*	PUNCT
dem-11733	703	4	*	*	NOUN
dem-11733	703	5	0	0	NUM
dem-11733	703	6	.	.	X
dem-11733	703	7	70	70	NUM
dem-11733	703	8	83	83	NUM
dem-11733	703	9	0	0	NUM
dem-11733	703	10	.	.	PUNCT
dem-11733	704	1	41	41	NUM
dem-11733	704	2	67	67	NUM
dem-11733	704	3	0	0	NUM
dem-11733	704	4	.	.	NOUN
dem-11733	704	5	2	2	NUM
dem-11733	704	6	0	0	NUM
dem-11733	704	7	.	.	PUNCT
dem-11733	705	1	05	05	NUM
dem-11733	706	1	83	83	NUM
dem-11733	706	2	0	0	NUM
dem-11733	706	3	.	.	PUNCT
dem-11733	706	4	04	04	NUM
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dem-11733	707	2	0	0	NUM
dem-11733	707	3	.	.	PUNCT
dem-11733	708	1	95	95	NUM
dem-11733	708	2	83	83	NUM
dem-11733	708	3	0	0	NUM
dem-11733	708	4	.	.	NOUN
dem-11733	708	5	85	85	NUM
dem-11733	708	6	42	42	NUM
dem-11733	708	7	0	0	NUM
dem-11733	708	8	.	.	PUNCT
dem-11733	708	9	72	72	NUM
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dem-11733	709	2	0	0	NUM
dem-11733	709	3	.	.	PUNCT
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dem-11733	710	3	0	0	NUM
dem-11733	710	4	.	.	PUNCT
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dem-11733	711	3	0	0	NUM
dem-11733	711	4	.	.	PUNCT
dem-11733	712	1	02	02	NUM
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dem-11733	712	3	0	0	NUM
dem-11733	712	4	.	.	PUNCT
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dem-11733	713	3	m	m	NUM
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dem-11733	713	5	0	0	NUM
dem-11733	713	6	.	.	PUNCT
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dem-11733	714	3	0	0	NUM
dem-11733	714	4	.	.	PUNCT
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dem-11733	715	2	5	5	NUM
dem-11733	715	3	0	0	NUM
dem-11733	715	4	.	.	PUNCT
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dem-11733	716	3	0	0	NUM
dem-11733	716	4	.	.	PUNCT
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dem-11733	717	4	.	.	NOUN
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dem-11733	717	7	.	.	PUNCT
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dem-11733	718	2	0	0	NUM
dem-11733	718	3	.	.	PUNCT
dem-11733	718	4	04	04	NUM
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dem-11733	719	2	0	0	NUM
dem-11733	719	3	.	.	PUNCT
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dem-11733	720	4	.	.	PUNCT
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dem-11733	721	4	.	.	PUNCT
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dem-11733	723	3	.	.	PUNCT
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dem-11733	724	4	.	.	PUNCT
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dem-11733	725	4	.	.	PUNCT
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dem-11733	727	6	.	.	PROPN
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dem-11733	728	3	*	*	PUNCT
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dem-11733	729	3	0	0	NUM
dem-11733	729	4	.	.	PUNCT
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dem-11733	730	3	0	0	NUM
dem-11733	730	4	.	.	NOUN
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dem-11733	730	7	.	.	NOUN
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dem-11733	730	9	0	0	NUM
dem-11733	730	10	.	.	PUNCT
dem-11733	731	1	05	05	NUM
dem-11733	731	2	0	0	NUM
dem-11733	731	3	.	.	PUNCT
dem-11733	732	1	93	93	NUM
dem-11733	733	1	75	75	NUM
dem-11733	733	2	0	0	NUM
dem-11733	733	3	.	.	PUNCT
dem-11733	734	1	84	84	NUM
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dem-11733	735	2	0	0	NUM
dem-11733	735	3	.	.	PUNCT
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dem-11733	736	3	0	0	NUM
dem-11733	736	4	.	.	PUNCT
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dem-11733	737	3	0	0	NUM
dem-11733	737	4	.	.	PUNCT
dem-11733	738	1	17	17	NUM
dem-11733	738	2	71	71	NUM
dem-11733	738	3	0	0	NUM
dem-11733	738	4	.	.	PUNCT
dem-11733	739	1	05	05	NUM
dem-11733	740	1	21	21	NUM
dem-11733	740	2	0	0	NUM
dem-11733	740	3	.	.	PUNCT
dem-11733	741	1	02	02	NUM
dem-11733	741	2	08	08	NUM
dem-11733	741	3	m	m	NUM
dem-11733	741	4	15	15	NUM
dem-11733	741	5	0	0	NUM
dem-11733	741	6	.	.	PUNCT
dem-11733	742	1	87	87	NUM
dem-11733	742	2	5	5	NUM
dem-11733	742	3	*	*	PUNCT
dem-11733	742	4	*	*	NOUN
dem-11733	742	5	0	0	NUM
dem-11733	742	6	.	.	NOUN
dem-11733	742	7	83	83	NUM
dem-11733	742	8	33	33	NUM
dem-11733	742	9	0	0	NUM
dem-11733	742	10	.	.	PUNCT
dem-11733	742	11	7	7	NUM
dem-11733	742	12	0	0	NUM
dem-11733	742	13	.	.	NOUN
dem-11733	742	14	4	4	NUM
dem-11733	742	15	0	0	NUM
dem-11733	742	16	.	.	NUM
dem-11733	742	17	21	21	NUM
dem-11733	742	18	67	67	NUM
dem-11733	742	19	0	0	NUM
dem-11733	742	20	.	.	NOUN
dem-11733	742	21	07	07	NUM
dem-11733	742	22	5	5	NUM
dem-11733	742	23	0	0	NUM
dem-11733	742	24	.	.	PUNCT
dem-11733	742	25	02	02	NUM
dem-11733	742	26	5	5	NUM
dem-11733	742	27	0	0	NUM
dem-11733	742	28	.	.	PUNCT
dem-11733	742	29	90	90	NUM
dem-11733	742	30	63	63	NUM
dem-11733	742	31	0	0	NUM
dem-11733	742	32	.	.	PUNCT
dem-11733	743	1	86	86	NUM
dem-11733	743	2	46	46	NUM
dem-11733	743	3	0	0	NUM
dem-11733	743	4	.	.	PUNCT
dem-11733	744	1	71	71	NUM
dem-11733	744	2	88	88	NUM
dem-11733	744	3	0	0	NUM
dem-11733	744	4	.	.	PUNCT
dem-11733	745	1	39	39	NUM
dem-11733	745	2	58	58	NUM
dem-11733	745	3	0	0	NUM
dem-11733	745	4	.	.	NOUN
dem-11733	746	1	20	20	NUM
dem-11733	746	2	83	83	NUM
dem-11733	746	3	0	0	NUM
dem-11733	746	4	.	.	PUNCT
dem-11733	747	1	05	05	NUM
dem-11733	748	1	21	21	NUM
dem-11733	748	2	0	0	NUM
dem-11733	748	3	m	m	NUM
dem-11733	748	4	16	16	NUM
dem-11733	748	5	0	0	NUM
dem-11733	748	6	.	.	PUNCT
dem-11733	749	1	9	9	NUM
dem-11733	749	2	0	0	NUM
dem-11733	749	3	.	.	PUNCT
dem-11733	749	4	80	80	NUM
dem-11733	749	5	83	83	NUM
dem-11733	749	6	*	*	PUNCT
dem-11733	749	7	*	*	NOUN
dem-11733	749	8	0	0	NUM
dem-11733	749	9	.	.	PROPN
dem-11733	750	1	65	65	NUM
dem-11733	750	2	0	0	NUM
dem-11733	750	3	.	.	NOUN
dem-11733	750	4	4	4	NUM
dem-11733	750	5	0	0	NUM
dem-11733	750	6	.	.	NOUN
dem-11733	750	7	2	2	NUM
dem-11733	750	8	0	0	NUM
dem-11733	750	9	.	.	PUNCT
dem-11733	750	10	08	08	NUM
dem-11733	751	1	33	33	NUM
dem-11733	751	2	0	0	NUM
dem-11733	751	3	.	.	PUNCT
dem-11733	751	4	04	04	NUM
dem-11733	752	1	17	17	NUM
dem-11733	752	2	0	0	NUM
dem-11733	752	3	.	.	PUNCT
dem-11733	753	1	92	92	NUM
dem-11733	753	2	71	71	NUM
dem-11733	753	3	0	0	NUM
dem-11733	753	4	.	.	NOUN
dem-11733	753	5	83	83	NUM
dem-11733	753	6	33	33	NUM
dem-11733	753	7	0	0	NUM
dem-11733	753	8	.	.	PUNCT
dem-11733	754	1	66	66	NUM
dem-11733	754	2	67	67	NUM
dem-11733	754	3	0	0	NUM
dem-11733	754	4	.	.	PUNCT
dem-11733	755	1	39	39	NUM
dem-11733	755	2	58	58	NUM
dem-11733	755	3	0	0	NUM
dem-11733	755	4	.	.	PUNCT
dem-11733	756	1	17	17	NUM
dem-11733	756	2	71	71	NUM
dem-11733	756	3	0	0	NUM
dem-11733	756	4	.	.	PUNCT
dem-11733	757	1	05	05	NUM
dem-11733	758	1	21	21	NUM
dem-11733	758	2	0	0	NUM
dem-11733	758	3	.	.	PUNCT
dem-11733	759	1	01	01	NUM
dem-11733	759	2	04	04	NUM
dem-11733	759	3	m	m	NUM
dem-11733	759	4	17	17	NUM
dem-11733	759	5	0	0	NUM
dem-11733	759	6	.	.	PROPN
dem-11733	759	7	89	89	NUM
dem-11733	759	8	17	17	NUM
dem-11733	759	9	0	0	NUM
dem-11733	759	10	.	.	PUNCT
dem-11733	759	11	83	83	NUM
dem-11733	760	1	33	33	NUM
dem-11733	760	2	0	0	NUM
dem-11733	760	3	.	.	PUNCT
dem-11733	761	1	65	65	NUM
dem-11733	761	2	83	83	NUM
dem-11733	761	3	0	0	NUM
dem-11733	761	4	.	.	NOUN
dem-11733	762	1	4	4	NUM
dem-11733	762	2	0	0	NUM
dem-11733	762	3	.	.	NOUN
dem-11733	762	4	2	2	NUM
dem-11733	762	5	0	0	NUM
dem-11733	762	6	.	.	PUNCT
dem-11733	763	1	05	05	NUM
dem-11733	764	1	83	83	NUM
dem-11733	764	2	0	0	NUM
dem-11733	764	3	.	.	PUNCT
dem-11733	764	4	04	04	NUM
dem-11733	765	1	17	17	NUM
dem-11733	765	2	0	0	NUM
dem-11733	765	3	.	.	PUNCT
dem-11733	766	1	93	93	NUM
dem-11733	767	1	75	75	NUM
dem-11733	767	2	0	0	NUM
dem-11733	767	3	.	.	PUNCT
dem-11733	768	1	87	87	NUM
dem-11733	768	2	5	5	NUM
dem-11733	768	3	0	0	NUM
dem-11733	768	4	.	.	PUNCT
dem-11733	769	1	67	67	NUM
dem-11733	769	2	71	71	NUM
dem-11733	769	3	0	0	NUM
dem-11733	769	4	.	.	PUNCT
dem-11733	769	5	39	39	NUM
dem-11733	769	6	58	58	NUM
dem-11733	769	7	0	0	NUM
dem-11733	769	8	.	.	PUNCT
dem-11733	770	1	17	17	NUM
dem-11733	770	2	71	71	NUM
dem-11733	770	3	0	0	NUM
dem-11733	770	4	.	.	PUNCT
dem-11733	771	1	02	02	NUM
dem-11733	771	2	08	08	NUM
dem-11733	771	3	0	0	NUM
dem-11733	771	4	.	.	PUNCT
dem-11733	772	1	01	01	NUM
dem-11733	772	2	04	04	NUM
dem-11733	772	3	m	m	NUM
dem-11733	772	4	18	18	NUM
dem-11733	772	5	0	0	NUM
dem-11733	772	6	.	.	PROPN
dem-11733	772	7	89	89	NUM
dem-11733	772	8	17	17	NUM
dem-11733	772	9	0	0	NUM
dem-11733	772	10	.	.	PUNCT
dem-11733	773	1	82	82	NUM
dem-11733	773	2	5	5	NUM
dem-11733	773	3	0	0	NUM
dem-11733	773	4	.	.	PUNCT
dem-11733	774	1	62	62	NUM
dem-11733	774	2	5	5	NUM
dem-11733	774	3	*	*	SYM
dem-11733	774	4	*	*	NOUN
dem-11733	774	5	0	0	NUM
dem-11733	774	6	.	.	NOUN
dem-11733	774	7	4	4	NUM
dem-11733	774	8	0	0	NUM
dem-11733	774	9	.	.	NOUN
dem-11733	774	10	20	20	NUM
dem-11733	774	11	83	83	NUM
dem-11733	774	12	0	0	NUM
dem-11733	774	13	.	.	NOUN
dem-11733	774	14	1	1	NUM
dem-11733	774	15	0	0	NUM
dem-11733	774	16	.	.	NUM
dem-11733	774	17	06	06	NUM
dem-11733	775	1	67	67	NUM
dem-11733	775	2	0	0	NUM
dem-11733	775	3	.	.	PUNCT
dem-11733	776	1	92	92	NUM
dem-11733	776	2	71	71	NUM
dem-11733	776	3	0	0	NUM
dem-11733	776	4	.	.	PUNCT
dem-11733	777	1	87	87	NUM
dem-11733	777	2	5	5	NUM
dem-11733	777	3	0	0	NUM
dem-11733	777	4	.	.	PUNCT
dem-11733	778	1	63	63	NUM
dem-11733	778	2	54	54	NUM
dem-11733	778	3	0	0	NUM
dem-11733	778	4	.	.	PUNCT
dem-11733	779	1	39	39	NUM
dem-11733	779	2	58	58	NUM
dem-11733	779	3	0	0	NUM
dem-11733	779	4	.	.	PUNCT
dem-11733	780	1	18	18	NUM
dem-11733	780	2	75	75	NUM
dem-11733	780	3	0	0	NUM
dem-11733	780	4	.	.	PUNCT
dem-11733	780	5	06	06	NUM
dem-11733	781	1	25	25	NUM
dem-11733	781	2	0	0	NUM
dem-11733	781	3	.	.	PUNCT
dem-11733	781	4	04	04	NUM
dem-11733	781	5	17	17	NUM
dem-11733	781	6	m	m	NUM
dem-11733	781	7	19	19	NUM
dem-11733	781	8	0	0	NUM
dem-11733	781	9	.	.	PUNCT
dem-11733	782	1	87	87	NUM
dem-11733	782	2	5	5	NUM
dem-11733	782	3	*	*	PUNCT
dem-11733	782	4	*	*	NOUN
dem-11733	782	5	0	0	NUM
dem-11733	782	6	.	.	NOUN
dem-11733	782	7	85	85	NUM
dem-11733	782	8	83	83	NUM
dem-11733	782	9	0	0	NUM
dem-11733	782	10	.	.	PUNCT
dem-11733	783	1	65	65	NUM
dem-11733	783	2	0	0	NUM
dem-11733	783	3	.	.	NOUN
dem-11733	783	4	4	4	NUM
dem-11733	783	5	0	0	NUM
dem-11733	783	6	.	.	NOUN
dem-11733	783	7	2	2	NUM
dem-11733	783	8	0	0	NUM
dem-11733	783	9	.	.	PUNCT
dem-11733	784	1	14	14	NUM
dem-11733	784	2	17	17	NUM
dem-11733	784	3	0	0	NUM
dem-11733	784	4	.	.	PUNCT
dem-11733	784	5	09	09	NUM
dem-11733	784	6	17	17	NUM
dem-11733	784	7	0	0	NUM
dem-11733	784	8	.	.	PUNCT
dem-11733	785	1	90	90	NUM
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dem-11733	785	3	0	0	NUM
dem-11733	785	4	.	.	PUNCT
dem-11733	785	5	88	88	NUM
dem-11733	785	6	54	54	NUM
dem-11733	785	7	0	0	NUM
dem-11733	785	8	.	.	PUNCT
dem-11733	786	1	65	65	NUM
dem-11733	786	2	63	63	NUM
dem-11733	786	3	0	0	NUM
dem-11733	786	4	.	.	PUNCT
dem-11733	787	1	39	39	NUM
dem-11733	787	2	58	58	NUM
dem-11733	787	3	0	0	NUM
dem-11733	787	4	.	.	PUNCT
dem-11733	788	1	17	17	NUM
dem-11733	788	2	71	71	NUM
dem-11733	788	3	0	0	NUM
dem-11733	788	4	.	.	PUNCT
dem-11733	788	5	11	11	NUM
dem-11733	788	6	46	46	NUM
dem-11733	788	7	0	0	NUM
dem-11733	788	8	.	.	NUM
dem-11733	788	9	06	06	NUM
dem-11733	788	10	25	25	NUM
dem-11733	788	11	m	m	PROPN
dem-11733	788	12	20	20	NUM
dem-11733	788	13	0	0	NUM
dem-11733	788	14	.	.	PUNCT
dem-11733	789	1	88	88	NUM
dem-11733	789	2	33	33	NUM
dem-11733	789	3	*	*	PUNCT
dem-11733	789	4	*	*	NOUN
dem-11733	789	5	0	0	NUM
dem-11733	789	6	.	.	X
dem-11733	789	7	84	84	NUM
dem-11733	789	8	17	17	NUM
dem-11733	789	9	0	0	NUM
dem-11733	789	10	.	.	PUNCT
dem-11733	790	1	75	75	NUM
dem-11733	790	2	0	0	NUM
dem-11733	790	3	.	.	X
dem-11733	791	1	43	43	NUM
dem-11733	791	2	33	33	NUM
dem-11733	791	3	0	0	NUM
dem-11733	791	4	.	.	PUNCT
dem-11733	792	1	17	17	NUM
dem-11733	792	2	5	5	NUM
dem-11733	792	3	0	0	NUM
dem-11733	792	4	.	.	PUNCT
dem-11733	793	1	05	05	NUM
dem-11733	793	2	83	83	NUM
dem-11733	793	3	0	0	NUM
dem-11733	793	4	.	.	PUNCT
dem-11733	794	1	02	02	NUM
dem-11733	794	2	5	5	NUM
dem-11733	794	3	0	0	NUM
dem-11733	794	4	.	.	PUNCT
dem-11733	795	1	92	92	NUM
dem-11733	795	2	71	71	NUM
dem-11733	795	3	0	0	NUM
dem-11733	795	4	.	.	PUNCT
dem-11733	796	1	87	87	NUM
dem-11733	796	2	5	5	NUM
dem-11733	796	3	0	0	NUM
dem-11733	796	4	.	.	PUNCT
dem-11733	797	1	77	77	NUM
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dem-11733	797	3	0	0	NUM
dem-11733	797	4	.	.	PUNCT
dem-11733	798	1	43	43	NUM
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dem-11733	799	2	0	0	NUM
dem-11733	799	3	.	.	PUNCT
dem-11733	799	4	15	15	NUM
dem-11733	799	5	63	63	NUM
dem-11733	799	6	0	0	NUM
dem-11733	799	7	.	.	PUNCT
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dem-11733	800	3	0	0	NUM
dem-11733	800	4	m	m	NUM
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dem-11733	800	7	.	.	PUNCT
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dem-11733	801	3	*	*	PUNCT
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dem-11733	801	6	.	.	NUM
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dem-11733	801	9	*	*	PUNCT
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dem-11733	801	12	.	.	X
dem-11733	802	1	71	71	NUM
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dem-11733	802	3	0	0	NUM
dem-11733	802	4	.	.	X
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dem-11733	803	3	0	0	NUM
dem-11733	803	4	.	.	PROPN
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dem-11733	804	4	.	.	PUNCT
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dem-11733	804	7	0	0	NUM
dem-11733	804	8	.	.	PUNCT
dem-11733	804	9	04	04	NUM
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dem-11733	805	2	0	0	NUM
dem-11733	805	3	.	.	NUM
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dem-11733	806	3	0	0	NUM
dem-11733	806	4	.	.	PUNCT
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dem-11733	807	3	0	0	NUM
dem-11733	807	4	.	.	PUNCT
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dem-11733	808	3	0	0	NUM
dem-11733	808	4	.	.	PUNCT
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dem-11733	809	3	0	0	NUM
dem-11733	809	4	.	.	PUNCT
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dem-11733	810	3	0	0	NUM
dem-11733	810	4	.	.	PUNCT
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dem-11733	811	2	29	29	NUM
dem-11733	811	3	0	0	NUM
dem-11733	811	4	.	.	PUNCT
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dem-11733	812	5	0	0	NUM
dem-11733	812	6	.	.	PROPN
dem-11733	812	7	89	89	NUM
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dem-11733	812	13	.	.	PUNCT
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dem-11733	812	16	0	0	NUM
dem-11733	812	17	.	.	PUNCT
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dem-11733	813	2	0	0	NUM
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dem-11733	813	5	0	0	NUM
dem-11733	813	6	.	.	PUNCT
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dem-11733	813	8	67	67	NUM
dem-11733	813	9	0	0	NUM
dem-11733	813	10	.	.	PUNCT
dem-11733	814	1	05	05	NUM
dem-11733	814	2	0	0	NUM
dem-11733	814	3	.	.	PUNCT
dem-11733	815	1	91	91	NUM
dem-11733	815	2	67	67	NUM
dem-11733	815	3	0	0	NUM
dem-11733	815	4	.	.	X
dem-11733	815	5	88	88	NUM
dem-11733	815	6	54	54	NUM
dem-11733	815	7	0	0	NUM
dem-11733	815	8	.	.	PUNCT
dem-11733	816	1	75	75	NUM
dem-11733	816	2	0	0	NUM
dem-11733	816	3	.	.	PUNCT
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dem-11733	817	2	83	83	NUM
dem-11733	817	3	0	0	NUM
dem-11733	817	4	.	.	PUNCT
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dem-11733	818	2	75	75	NUM
dem-11733	818	3	0	0	NUM
dem-11733	818	4	.	.	PUNCT
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dem-11733	819	2	0	0	NUM
dem-11733	819	3	.	.	PUNCT
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dem-11733	820	3	m	m	NOUN
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dem-11733	820	5	0	0	NUM
dem-11733	820	6	.	.	PUNCT
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dem-11733	821	7	.	.	PUNCT
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dem-11733	822	2	33	33	NUM
dem-11733	822	3	0	0	NUM
dem-11733	822	4	.	.	PUNCT
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dem-11733	822	7	0	0	NUM
dem-11733	822	8	.	.	PUNCT
dem-11733	822	9	21	21	NUM
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dem-11733	822	11	0	0	NUM
dem-11733	822	12	.	.	NUM
dem-11733	822	13	06	06	NUM
dem-11733	822	14	67	67	NUM
dem-11733	822	15	0	0	NUM
dem-11733	822	16	.	.	X
dem-11733	823	1	03	03	NUM
dem-11733	823	2	33	33	NUM
dem-11733	823	3	0	0	NUM
dem-11733	823	4	.	.	PUNCT
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dem-11733	825	1	75	75	NUM
dem-11733	825	2	0	0	NUM
dem-11733	825	3	.	.	NUM
dem-11733	825	4	89	89	NUM
dem-11733	825	5	58	58	NUM
dem-11733	825	6	0	0	NUM
dem-11733	825	7	.	.	PUNCT
dem-11733	826	1	70	70	NUM
dem-11733	826	2	83	83	NUM
dem-11733	826	3	0	0	NUM
dem-11733	826	4	.	.	PUNCT
dem-11733	827	1	37	37	NUM
dem-11733	827	2	5	5	NUM
dem-11733	827	3	0	0	NUM
dem-11733	827	4	.	.	PUNCT
dem-11733	828	1	18	18	NUM
dem-11733	829	1	75	75	NUM
dem-11733	829	2	0	0	NUM
dem-11733	829	3	.	.	PUNCT
dem-11733	829	4	03	03	NUM
dem-11733	830	1	13	13	NUM
dem-11733	830	2	0	0	NUM
dem-11733	830	3	.	.	PUNCT
dem-11733	831	1	01	01	NUM
dem-11733	831	2	04	04	NUM
dem-11733	831	3	m	m	NUM
dem-11733	831	4	24	24	NUM
dem-11733	831	5	0	0	NUM
dem-11733	831	6	.	.	PUNCT
dem-11733	832	1	90	90	NUM
dem-11733	832	2	83	83	NUM
dem-11733	832	3	0	0	NUM
dem-11733	832	4	.	.	NOUN
dem-11733	832	5	83	83	NUM
dem-11733	832	6	33	33	NUM
dem-11733	832	7	0	0	NUM
dem-11733	832	8	.	.	PUNCT
dem-11733	833	1	67	67	NUM
dem-11733	833	2	5	5	NUM
dem-11733	833	3	0	0	NUM
dem-11733	833	4	.	.	PUNCT
dem-11733	834	1	38	38	NUM
dem-11733	834	2	33	33	NUM
dem-11733	834	3	0	0	NUM
dem-11733	834	4	.	.	PUNCT
dem-11733	835	1	19	19	NUM
dem-11733	835	2	17	17	NUM
dem-11733	835	3	0	0	NUM
dem-11733	835	4	.	.	PUNCT
dem-11733	836	1	07	07	NUM
dem-11733	836	2	5	5	NUM
dem-11733	836	3	0	0	NUM
dem-11733	836	4	.	.	PUNCT
dem-11733	837	1	01	01	NUM
dem-11733	837	2	67	67	NUM
dem-11733	837	3	0	0	NUM
dem-11733	837	4	.	.	PUNCT
dem-11733	838	1	94	94	NUM
dem-11733	838	2	79	79	NUM
dem-11733	838	3	0	0	NUM
dem-11733	838	4	.	.	PUNCT
dem-11733	839	1	87	87	NUM
dem-11733	839	2	5	5	NUM
dem-11733	839	3	0	0	NUM
dem-11733	839	4	.	.	PUNCT
dem-11733	840	1	69	69	NUM
dem-11733	840	2	79	79	NUM
dem-11733	840	3	0	0	NUM
dem-11733	840	4	.	.	PUNCT
dem-11733	841	1	36	36	NUM
dem-11733	841	2	46	46	NUM
dem-11733	841	3	0	0	NUM
dem-11733	841	4	.	.	PUNCT
dem-11733	842	1	16	16	NUM
dem-11733	842	2	67	67	NUM
dem-11733	842	3	0	0	NUM
dem-11733	842	4	.	.	PUNCT
dem-11733	842	5	04	04	NUM
dem-11733	843	1	17	17	NUM
dem-11733	843	2	0	0	NUM
dem-11733	843	3	m	m	NUM
dem-11733	843	4	25	25	NUM
dem-11733	843	5	0	0	NUM
dem-11733	843	6	.	.	PUNCT
dem-11733	844	1	90	90	NUM
dem-11733	844	2	83	83	NUM
dem-11733	844	3	0	0	NUM
dem-11733	844	4	.	.	NOUN
dem-11733	844	5	85	85	NUM
dem-11733	844	6	83	83	NUM
dem-11733	844	7	0	0	NUM
dem-11733	844	8	.	.	PUNCT
dem-11733	845	1	68	68	NUM
dem-11733	845	2	33	33	NUM
dem-11733	845	3	0	0	NUM
dem-11733	845	4	.	.	PUNCT
dem-11733	846	1	38	38	NUM
dem-11733	846	2	33	33	NUM
dem-11733	846	3	0	0	NUM
dem-11733	846	4	.	.	NOUN
dem-11733	846	5	2	2	NUM
dem-11733	846	6	0	0	NUM
dem-11733	846	7	.	.	PUNCT
dem-11733	847	1	10	10	NUM
dem-11733	847	2	83	83	NUM
dem-11733	847	3	0	0	NUM
dem-11733	847	4	.	.	NUM
dem-11733	847	5	06	06	NUM
dem-11733	848	1	67	67	NUM
dem-11733	848	2	0	0	NUM
dem-11733	848	3	.	.	PUNCT
dem-11733	849	1	94	94	NUM
dem-11733	849	2	79	79	NUM
dem-11733	849	3	0	0	NUM
dem-11733	849	4	.	.	PUNCT
dem-11733	850	1	90	90	NUM
dem-11733	850	2	63	63	NUM
dem-11733	850	3	0	0	NUM
dem-11733	850	4	.	.	PUNCT
dem-11733	851	1	70	70	NUM
dem-11733	851	2	83	83	NUM
dem-11733	851	3	0	0	NUM
dem-11733	851	4	.	.	PUNCT
dem-11733	852	1	36	36	NUM
dem-11733	852	2	46	46	NUM
dem-11733	852	3	0	0	NUM
dem-11733	852	4	.	.	PUNCT
dem-11733	853	1	16	16	NUM
dem-11733	853	2	67	67	NUM
dem-11733	853	3	0	0	NUM
dem-11733	853	4	.	.	PUNCT
dem-11733	853	5	07	07	NUM
dem-11733	853	6	29	29	NUM
dem-11733	853	7	0	0	NUM
dem-11733	853	8	.	.	PUNCT
dem-11733	853	9	03	03	NUM
dem-11733	854	1	13	13	NUM
dem-11733	854	2	m	m	NOUN
dem-11733	854	3	26	26	NUM
dem-11733	854	4	0	0	NUM
dem-11733	854	5	.	.	PUNCT
dem-11733	855	1	91	91	NUM
dem-11733	855	2	67	67	NUM
dem-11733	855	3	0	0	NUM
dem-11733	855	4	.	.	PROPN
dem-11733	855	5	83	83	NUM
dem-11733	855	6	33	33	NUM
dem-11733	855	7	0	0	NUM
dem-11733	855	8	.	.	PUNCT
dem-11733	856	1	68	68	NUM
dem-11733	856	2	33	33	NUM
dem-11733	856	3	0	0	NUM
dem-11733	856	4	.	.	NOUN
dem-11733	857	1	4	4	NUM
dem-11733	857	2	0	0	NUM
dem-11733	857	3	.	.	NOUN
dem-11733	858	1	18	18	NUM
dem-11733	858	2	33	33	NUM
dem-11733	858	3	0	0	NUM
dem-11733	858	4	.	.	NOUN
dem-11733	858	5	1	1	NUM
dem-11733	858	6	0	0	NUM
dem-11733	858	7	.	.	PUNCT
dem-11733	859	1	05	05	NUM
dem-11733	859	2	0	0	NUM
dem-11733	859	3	.	.	PUNCT
dem-11733	860	1	95	95	NUM
dem-11733	860	2	83	83	NUM
dem-11733	860	3	0	0	NUM
dem-11733	860	4	.	.	PUNCT
dem-11733	861	1	86	86	NUM
dem-11733	861	2	46	46	NUM
dem-11733	861	3	0	0	NUM
dem-11733	861	4	.	.	PUNCT
dem-11733	862	1	70	70	NUM
dem-11733	862	2	83	83	NUM
dem-11733	862	3	0	0	NUM
dem-11733	862	4	.	.	PUNCT
dem-11733	863	1	38	38	NUM
dem-11733	863	2	54	54	NUM
dem-11733	863	3	0	0	NUM
dem-11733	863	4	.	.	PUNCT
dem-11733	863	5	15	15	NUM
dem-11733	863	6	63	63	NUM
dem-11733	863	7	0	0	NUM
dem-11733	863	8	.	.	PUNCT
dem-11733	864	1	05	05	NUM
dem-11733	865	1	21	21	NUM
dem-11733	865	2	0	0	NUM
dem-11733	865	3	.	.	PUNCT
dem-11733	866	1	02	02	NUM
dem-11733	866	2	08	08	NUM
dem-11733	867	1	n	n	NUM
dem-11733	867	2	o	o	X
dem-11733	867	3	te	te	X
dem-11733	867	4	:	:	PUNCT
dem-11733	867	5	in	in	ADP
dem-11733	867	6	t	t	PROPN
dem-11733	867	7	h	h	NOUN
dem-11733	867	8	e	e	X
dem-11733	867	9	le	le	X
dem-11733	867	10	ft	ft	PROPN
dem-11733	867	11	-h	-h	PUNCT
dem-11733	868	1	an	an	PRON
dem-11733	868	2	d	d	X
dem-11733	868	3	p	p	X
dem-11733	868	4	an	an	DET
dem-11733	868	5	el	el	NOUN
dem-11733	868	6	o	o	PROPN
dem-11733	868	7	f	f	PROPN
dem-11733	868	8	t	t	PROPN
dem-11733	868	9	ab	ab	PROPN
dem-11733	868	10	le	le	PROPN
dem-11733	868	11	4	4	NUM
dem-11733	868	12	h	h	NOUN
dem-11733	869	1	it	it	PRON
dem-11733	869	2	r	r	VERB
dem-11733	869	3	at	at	ADP
dem-11733	869	4	io	io	PROPN
dem-11733	869	5	s	s	PROPN
dem-11733	869	6	si	si	PROPN
dem-11733	869	7	g	g	PROPN
dem-11733	869	8	n	n	PROPN
dem-11733	869	9	if	if	SCONJ
dem-11733	869	10	ic	ic	PROPN
dem-11733	869	11	an	an	DET
dem-11733	869	12	tl	tl	PROPN
dem-11733	869	13	y	y	PROPN
dem-11733	869	14	d	d	PROPN
dem-11733	869	15	ev	ev	X
dem-11733	869	16	ia	ia	PROPN
dem-11733	869	17	ti	ti	PROPN
dem-11733	869	18	n	n	PRON
dem-11733	869	19	g	g	PROPN
dem-11733	869	20	(	(	PUNCT
dem-11733	869	21	at	at	ADP
dem-11733	869	22	t	t	NOUN
dem-11733	869	23	h	h	NOUN
dem-11733	870	1	e	e	NOUN
dem-11733	870	2	1	1	NUM
dem-11733	870	3	%	%	NOUN
dem-11733	870	4	l	l	NOUN
dem-11733	870	5	ev	ev	PROPN
dem-11733	870	6	el	el	PROPN
dem-11733	870	7	)	)	PUNCT
dem-11733	871	1	fr	fr	INTJ
dem-11733	872	1	o	o	INTJ
dem-11733	872	2	m	m	VERB
dem-11733	872	3	t	t	NOUN
dem-11733	872	4	h	h	NOUN
dem-11733	873	1	ei	ei	NOUN
dem-11733	873	2	r	r	NOUN
dem-11733	873	3	o	o	X
dem-11733	873	4	p	p	X
dem-11733	873	5	ti	ti	X
dem-11733	873	6	m	m	NOUN
dem-11733	873	7	al	al	PROPN
dem-11733	873	8	v	v	PROPN
dem-11733	873	9	al	al	PROPN
dem-11733	873	10	u	u	PROPN
dem-11733	873	11	es	es	ADP
dem-11733	873	12	a	a	DET
dem-11733	873	13	re	re	X
dem-11733	873	14	d	d	X
dem-11733	873	15	en	en	X
dem-11733	873	16	o	o	X
dem-11733	873	17	te	te	PROPN
dem-11733	873	18	d	d	PROPN
dem-11733	873	19	b	b	PROPN
dem-11733	873	20	y	y	PROPN
dem-11733	873	21	‘	'	PUNCT
dem-11733	873	22	*	*	PUNCT
dem-11733	873	23	*	*	PUNCT
dem-11733	873	24	’	'	PUNCT
dem-11733	873	25	.	.	PUNCT