id	sid	tid	token	lemma	pos
ajeer-223	1	1	asian	asian	PROPN
ajeer-223	1	2	journal	journal	PROPN
ajeer-223	1	3	of	of	ADP
ajeer-223	1	4	economics	economic	NOUN
ajeer-223	1	5	and	and	CCONJ
ajeer-223	1	6	empirical	empirical	ADJ
ajeer-223	1	7	research	research	NOUN
ajeer-223	1	8	issn(e	issn(e	PROPN
ajeer-223	1	9	)	)	PUNCT
ajeer-223	1	10	:	:	PUNCT
ajeer-223	1	11	2409	2409	NUM
ajeer-223	1	12	-	-	SYM
ajeer-223	1	13	2622	2622	NUM
ajeer-223	1	14	issn(p	issn(p	PROPN
ajeer-223	1	15	)	)	PUNCT
ajeer-223	1	16	:	:	PUNCT
ajeer-223	1	17	2518	2518	NUM
ajeer-223	1	18	-	-	PUNCT
ajeer-223	1	19	010x	010x	NUM
ajeer-223	1	20	vol	vol	NOUN
ajeer-223	1	21	.	.	PROPN
ajeer-223	2	1	3	3	NUM
ajeer-223	2	2	,	,	PUNCT
ajeer-223	2	3	no	no	INTJ
ajeer-223	2	4	.	.	NOUN
ajeer-223	2	5	2	2	NUM
ajeer-223	2	6	,	,	PUNCT
ajeer-223	2	7	156	156	NUM
ajeer-223	2	8	-	-	SYM
ajeer-223	2	9	162	162	NUM
ajeer-223	2	10	,	,	PUNCT
ajeer-223	2	11	2016	2016	NUM
ajeer-223	2	12	http://asianonlinejournals.com/index.php/ajeer	http://asianonlinejournals.com/index.php/ajeer	NOUN
ajeer-223	2	13	156	156	NUM
ajeer-223	2	14	futures	future	NOUN
ajeer-223	2	15	trading	trading	NOUN
ajeer-223	2	16	:	:	PUNCT
ajeer-223	2	17	informational	informational	ADJ
ajeer-223	2	18	content	content	NOUN
ajeer-223	2	19	of	of	ADP
ajeer-223	2	20	open	open	ADJ
ajeer-223	2	21	interest	interest	NOUN
ajeer-223	2	22	and	and	CCONJ
ajeer-223	2	23	trading	trading	NOUN
ajeer-223	2	24	volume	volume	NOUN
ajeer-223	2	25	on	on	ADP
ajeer-223	2	26	futures	future	NOUN
ajeer-223	2	27	price	price	NOUN
ajeer-223	2	28	shylaja	shylaja	NOUN
ajeer-223	2	29	p1	p1	PROPN
ajeer-223	2	30			PROPN
ajeer-223	2	31	anver	anver	VERB
ajeer-223	2	32	sadath	sadath	PROPN
ajeer-223	2	33	c2	c2	PROPN
ajeer-223	2	34	(	(	PUNCT
ajeer-223	2	35			PROPN
ajeer-223	2	36	corresponding	correspond	VERB
ajeer-223	2	37	author	author	NOUN
ajeer-223	2	38	)	)	PUNCT
ajeer-223	2	39	1	1	NUM
ajeer-223	2	40	research	research	NOUN
ajeer-223	2	41	scholar	scholar	NOUN
ajeer-223	2	42	,	,	PUNCT
ajeer-223	2	43	department	department	NOUN
ajeer-223	2	44	of	of	ADP
ajeer-223	2	45	economics	economic	NOUN
ajeer-223	2	46	,	,	PUNCT
ajeer-223	2	47	central	central	ADJ
ajeer-223	2	48	university	university	NOUN
ajeer-223	2	49	of	of	ADP
ajeer-223	2	50	kerala	kerala	PROPN
ajeer-223	2	51	,	,	PUNCT
ajeer-223	2	52	thejaswini	thejaswini	ADJ
ajeer-223	2	53	hills	hill	NOUN
ajeer-223	2	54	,	,	PUNCT
ajeer-223	2	55	periye	periye	NOUN
ajeer-223	2	56	,	,	PUNCT
ajeer-223	2	57	kasargod	kasargod	PROPN
ajeer-223	2	58	2	2	NUM
ajeer-223	2	59	assistant	assistant	NOUN
ajeer-223	2	60	professor	professor	NOUN
ajeer-223	2	61	,	,	PUNCT
ajeer-223	2	62	department	department	NOUN
ajeer-223	2	63	of	of	ADP
ajeer-223	2	64	economics	economic	NOUN
ajeer-223	2	65	,	,	PUNCT
ajeer-223	2	66	central	central	ADJ
ajeer-223	2	67	university	university	NOUN
ajeer-223	2	68	of	of	ADP
ajeer-223	2	69	kerala	kerala	PROPN
ajeer-223	2	70	,	,	PUNCT
ajeer-223	2	71	thejaswini	thejaswini	ADJ
ajeer-223	2	72	hills	hill	NOUN
ajeer-223	2	73	,	,	PUNCT
ajeer-223	2	74	periye	periye	NOUN
ajeer-223	2	75	,	,	PUNCT
ajeer-223	2	76	kasargod	kasargod	PROPN
ajeer-223	2	77	abstract	abstract	NOUN
ajeer-223	2	78	in	in	ADP
ajeer-223	2	79	an	an	DET
ajeer-223	2	80	agriculture	agriculture	NOUN
ajeer-223	2	81	dominated	dominate	VERB
ajeer-223	2	82	country	country	NOUN
ajeer-223	2	83	,	,	PUNCT
ajeer-223	2	84	like	like	ADP
ajeer-223	2	85	india	india	PROPN
ajeer-223	2	86	,	,	PUNCT
ajeer-223	2	87	farmers	farmer	NOUN
ajeer-223	2	88	face	face	VERB
ajeer-223	2	89	not	not	PART
ajeer-223	2	90	only	only	ADV
ajeer-223	2	91	yield	yield	VERB
ajeer-223	2	92	risk	risk	NOUN
ajeer-223	2	93	but	but	CCONJ
ajeer-223	2	94	price	price	NOUN
ajeer-223	2	95	risk	risk	NOUN
ajeer-223	2	96	as	as	ADV
ajeer-223	2	97	well	well	ADV
ajeer-223	2	98	.	.	PUNCT
ajeer-223	3	1	commodity	commodity	NOUN
ajeer-223	3	2	futures	future	NOUN
ajeer-223	3	3	market	market	NOUN
ajeer-223	3	4	play	play	VERB
ajeer-223	3	5	major	major	ADJ
ajeer-223	3	6	role	role	NOUN
ajeer-223	3	7	in	in	ADP
ajeer-223	3	8	the	the	DET
ajeer-223	3	9	price	price	NOUN
ajeer-223	3	10	risk	risk	NOUN
ajeer-223	3	11	management	management	NOUN
ajeer-223	3	12	process	process	NOUN
ajeer-223	3	13	,	,	PUNCT
ajeer-223	3	14	especially	especially	ADV
ajeer-223	3	15	in	in	ADP
ajeer-223	3	16	agriculture	agriculture	NOUN
ajeer-223	3	17	.	.	PUNCT
ajeer-223	4	1	this	this	DET
ajeer-223	4	2	study	study	NOUN
ajeer-223	4	3	empirically	empirically	ADV
ajeer-223	4	4	analyses	analyse	VERB
ajeer-223	4	5	the	the	DET
ajeer-223	4	6	informational	informational	ADJ
ajeer-223	4	7	content	content	NOUN
ajeer-223	4	8	of	of	ADP
ajeer-223	4	9	open	open	ADJ
ajeer-223	4	10	interest	interest	NOUN
ajeer-223	4	11	and	and	CCONJ
ajeer-223	4	12	trading	trading	NOUN
ajeer-223	4	13	volume	volume	NOUN
ajeer-223	4	14	on	on	ADP
ajeer-223	4	15	futures	future	NOUN
ajeer-223	4	16	price	price	NOUN
ajeer-223	4	17	determination	determination	NOUN
ajeer-223	4	18	on	on	ADP
ajeer-223	4	19	the	the	DET
ajeer-223	4	20	basis	basis	NOUN
ajeer-223	4	21	of	of	ADP
ajeer-223	4	22	selected	select	VERB
ajeer-223	4	23	agricultural	agricultural	ADJ
ajeer-223	4	24	commodities	commodity	NOUN
ajeer-223	4	25	.	.	PUNCT
ajeer-223	5	1	breuschgodfrey	breuschgodfrey	PROPN
ajeer-223	5	2	serial	serial	ADJ
ajeer-223	5	3	correlation	correlation	NOUN
ajeer-223	5	4	lm	lm	INTJ
ajeer-223	5	5	test	test	NOUN
ajeer-223	5	6	is	be	AUX
ajeer-223	5	7	used	use	VERB
ajeer-223	5	8	for	for	ADP
ajeer-223	5	9	analyzing	analyze	VERB
ajeer-223	5	10	the	the	DET
ajeer-223	5	11	role	role	NOUN
ajeer-223	5	12	of	of	ADP
ajeer-223	5	13	informational	informational	ADJ
ajeer-223	5	14	content	content	NOUN
ajeer-223	5	15	of	of	ADP
ajeer-223	5	16	open	open	ADJ
ajeer-223	5	17	interest	interest	NOUN
ajeer-223	5	18	and	and	CCONJ
ajeer-223	5	19	trading	trading	NOUN
ajeer-223	5	20	volume	volume	NOUN
ajeer-223	5	21	on	on	ADP
ajeer-223	5	22	futures	future	NOUN
ajeer-223	5	23	price	price	NOUN
ajeer-223	5	24	.	.	PUNCT
ajeer-223	6	1	empirical	empirical	ADJ
ajeer-223	6	2	result	result	NOUN
ajeer-223	6	3	shown	show	VERB
ajeer-223	6	4	that	that	SCONJ
ajeer-223	6	5	open	open	ADJ
ajeer-223	6	6	interest	interest	NOUN
ajeer-223	6	7	playing	play	VERB
ajeer-223	6	8	a	a	DET
ajeer-223	6	9	major	major	ADJ
ajeer-223	6	10	role	role	NOUN
ajeer-223	6	11	in	in	ADP
ajeer-223	6	12	futures	future	NOUN
ajeer-223	6	13	price	price	NOUN
ajeer-223	6	14	determination	determination	NOUN
ajeer-223	6	15	on	on	ADP
ajeer-223	6	16	commodity	commodity	NOUN
ajeer-223	6	17	futures	future	NOUN
ajeer-223	6	18	trading	trading	NOUN
ajeer-223	6	19	.	.	PUNCT
ajeer-223	7	1	in	in	ADP
ajeer-223	7	2	case	case	NOUN
ajeer-223	7	3	of	of	ADP
ajeer-223	7	4	trading	trading	NOUN
ajeer-223	7	5	volume	volume	NOUN
ajeer-223	7	6	,	,	PUNCT
ajeer-223	7	7	the	the	DET
ajeer-223	7	8	results	result	NOUN
ajeer-223	7	9	show	show	VERB
ajeer-223	7	10	that	that	SCONJ
ajeer-223	7	11	a	a	DET
ajeer-223	7	12	significant	significant	ADJ
ajeer-223	7	13	negative	negative	ADJ
ajeer-223	7	14	impact	impact	NOUN
ajeer-223	7	15	on	on	ADP
ajeer-223	7	16	futures	future	NOUN
ajeer-223	7	17	price	price	NOUN
ajeer-223	7	18	.	.	PUNCT
ajeer-223	8	1	the	the	DET
ajeer-223	8	2	study	study	NOUN
ajeer-223	8	3	strongly	strongly	ADV
ajeer-223	8	4	argues	argue	VERB
ajeer-223	8	5	that	that	SCONJ
ajeer-223	8	6	the	the	DET
ajeer-223	8	7	stockholders	stockholder	NOUN
ajeer-223	8	8	will	will	AUX
ajeer-223	8	9	be	be	AUX
ajeer-223	8	10	benefited	benefit	VERB
ajeer-223	8	11	through	through	ADP
ajeer-223	8	12	informational	informational	ADJ
ajeer-223	8	13	content	content	NOUN
ajeer-223	8	14	of	of	ADP
ajeer-223	8	15	open	open	ADJ
ajeer-223	8	16	interest	interest	NOUN
ajeer-223	8	17	and	and	CCONJ
ajeer-223	8	18	volume	volume	NOUN
ajeer-223	8	19	there	there	ADV
ajeer-223	8	20	by	by	ADP
ajeer-223	8	21	reducing	reduce	VERB
ajeer-223	8	22	the	the	DET
ajeer-223	8	23	risk	risk	NOUN
ajeer-223	8	24	involved	involve	VERB
ajeer-223	8	25	in	in	ADP
ajeer-223	8	26	the	the	DET
ajeer-223	8	27	futures	future	NOUN
ajeer-223	8	28	market	market	NOUN
ajeer-223	8	29	.	.	PUNCT
ajeer-223	9	1	by	by	ADP
ajeer-223	9	2	monitoring	monitor	VERB
ajeer-223	9	3	the	the	DET
ajeer-223	9	4	price	price	NOUN
ajeer-223	9	5	trend	trend	NOUN
ajeer-223	9	6	,	,	PUNCT
ajeer-223	9	7	volume	volume	NOUN
ajeer-223	9	8	and	and	CCONJ
ajeer-223	9	9	open	open	ADJ
ajeer-223	9	10	interest	interest	NOUN
ajeer-223	9	11	the	the	DET
ajeer-223	9	12	technician	technician	NOUN
ajeer-223	9	13	is	be	AUX
ajeer-223	9	14	better	well	ADV
ajeer-223	9	15	able	able	ADJ
ajeer-223	9	16	to	to	PART
ajeer-223	9	17	measure	measure	VERB
ajeer-223	9	18	the	the	DET
ajeer-223	9	19	buying	buying	NOUN
ajeer-223	9	20	or	or	CCONJ
ajeer-223	9	21	selling	sell	VERB
ajeer-223	9	22	pressure	pressure	NOUN
ajeer-223	9	23	behind	behind	ADP
ajeer-223	9	24	market	market	NOUN
ajeer-223	9	25	moves	move	NOUN
ajeer-223	9	26	.	.	PUNCT
ajeer-223	10	1	this	this	PRON
ajeer-223	10	2	will	will	AUX
ajeer-223	10	3	provide	provide	VERB
ajeer-223	10	4	traders	trader	NOUN
ajeer-223	10	5	with	with	ADP
ajeer-223	10	6	valuable	valuable	ADJ
ajeer-223	10	7	information	information	NOUN
ajeer-223	10	8	to	to	PART
ajeer-223	10	9	develop	develop	VERB
ajeer-223	10	10	a	a	DET
ajeer-223	10	11	suitable	suitable	ADJ
ajeer-223	10	12	pricing	pricing	NOUN
ajeer-223	10	13	strategy	strategy	NOUN
ajeer-223	10	14	and	and	CCONJ
ajeer-223	10	15	an	an	DET
ajeer-223	10	16	appropriate	appropriate	ADJ
ajeer-223	10	17	production	production	NOUN
ajeer-223	10	18	and	and	CCONJ
ajeer-223	10	19	marketing	marketing	NOUN
ajeer-223	10	20	plan	plan	NOUN
ajeer-223	10	21	for	for	ADP
ajeer-223	10	22	producers	producer	NOUN
ajeer-223	10	23	farming	farm	VERB
ajeer-223	10	24	.	.	PUNCT
ajeer-223	11	1	keywords	keyword	NOUN
ajeer-223	11	2	:	:	PUNCT
ajeer-223	11	3	futures	future	NOUN
ajeer-223	11	4	price	price	NOUN
ajeer-223	11	5	,	,	PUNCT
ajeer-223	11	6	open	open	ADJ
ajeer-223	11	7	interest	interest	NOUN
ajeer-223	11	8	,	,	PUNCT
ajeer-223	11	9	trading	trading	NOUN
ajeer-223	11	10	volume	volume	NOUN
ajeer-223	11	11	,	,	PUNCT
ajeer-223	11	12	regression	regression	NOUN
ajeer-223	11	13	,	,	PUNCT
ajeer-223	11	14	breusch	breusch	PROPN
ajeer-223	11	15	-	-	PUNCT
ajeer-223	11	16	godfrey	godfrey	NOUN
ajeer-223	11	17	serial	serial	ADJ
ajeer-223	11	18	correlation	correlation	NOUN
ajeer-223	11	19	lm	lm	X
ajeer-223	11	20	test	test	NOUN
ajeer-223	11	21	,	,	PUNCT
ajeer-223	11	22	informational	informational	ADJ
ajeer-223	11	23	content	content	NOUN
ajeer-223	11	24	.	.	PUNCT
ajeer-223	12	1	contents	content	NOUN
ajeer-223	12	2	1	1	NUM
ajeer-223	12	3	.	.	PUNCT
ajeer-223	13	1	introduction	introduction	NOUN
ajeer-223	13	2	.......................................................................................................................................................................	.......................................................................................................................................................................	PUNCT
ajeer-223	14	1	157	157	NUM
ajeer-223	14	2	2	2	NUM
ajeer-223	14	3	.	.	PUNCT
ajeer-223	14	4	relationship	relationship	NOUN
ajeer-223	14	5	between	between	ADP
ajeer-223	14	6	futures	future	NOUN
ajeer-223	14	7	price	price	NOUN
ajeer-223	14	8	,	,	PUNCT
ajeer-223	14	9	open	open	ADJ
ajeer-223	14	10	interest	interest	NOUN
ajeer-223	14	11	and	and	CCONJ
ajeer-223	14	12	volume	volume	NOUN
ajeer-223	14	13	....................................................................................	....................................................................................	PUNCT
ajeer-223	15	1	157	157	NUM
ajeer-223	15	2	3	3	NUM
ajeer-223	15	3	.	.	PUNCT
ajeer-223	15	4	literature	literature	PROPN
ajeer-223	15	5	review	review	PROPN
ajeer-223	15	6	..............................................................................................................................................................	..............................................................................................................................................................	PROPN
ajeer-223	16	1	157	157	NUM
ajeer-223	16	2	4	4	NUM
ajeer-223	16	3	.	.	PUNCT
ajeer-223	16	4	data	datum	NOUN
ajeer-223	16	5	and	and	CCONJ
ajeer-223	16	6	methodology	methodology	NOUN
ajeer-223	16	7	.......................................................................................................................................................	.......................................................................................................................................................	PROPN
ajeer-223	17	1	158	158	NUM
ajeer-223	17	2	5	5	NUM
ajeer-223	17	3	.	.	PUNCT
ajeer-223	17	4	regressions	regression	NOUN
ajeer-223	17	5	.........................................................................................................................................................................	.........................................................................................................................................................................	PUNCT
ajeer-223	18	1	158	158	NUM
ajeer-223	18	2	6	6	NUM
ajeer-223	18	3	.	.	PUNCT
ajeer-223	19	1	conclusions	conclusion	NOUN
ajeer-223	19	2	........................................................................................................................................................................	........................................................................................................................................................................	PUNCT
ajeer-223	20	1	161	161	NUM
ajeer-223	20	2	references	reference	NOUN
ajeer-223	20	3	..............................................................................................................................................................................	..............................................................................................................................................................................	PUNCT
ajeer-223	20	4	161	161	NUM
ajeer-223	20	5	citation	citation	NOUN
ajeer-223	20	6	|	|	ADV
ajeer-223	20	7	shylaja	shylaja	NOUN
ajeer-223	20	8	p	p	X
ajeer-223	20	9	;	;	PUNCT
ajeer-223	20	10	anver	anver	PROPN
ajeer-223	20	11	sadath	sadath	PROPN
ajeer-223	20	12	c	c	PROPN
ajeer-223	20	13	(	(	PUNCT
ajeer-223	20	14	2016	2016	NUM
ajeer-223	20	15	)	)	PUNCT
ajeer-223	20	16	.	.	PUNCT
ajeer-223	21	1	futures	future	NOUN
ajeer-223	21	2	trading	trading	NOUN
ajeer-223	21	3	:	:	PUNCT
ajeer-223	21	4	informational	informational	ADJ
ajeer-223	21	5	content	content	NOUN
ajeer-223	21	6	of	of	ADP
ajeer-223	21	7	open	open	ADJ
ajeer-223	21	8	interest	interest	NOUN
ajeer-223	21	9	and	and	CCONJ
ajeer-223	21	10	trading	trading	NOUN
ajeer-223	21	11	volume	volume	NOUN
ajeer-223	21	12	on	on	ADP
ajeer-223	21	13	futures	future	NOUN
ajeer-223	21	14	price	price	NOUN
ajeer-223	21	15	.	.	PUNCT
ajeer-223	22	1	asian	asian	ADJ
ajeer-223	22	2	journal	journal	PROPN
ajeer-223	22	3	of	of	ADP
ajeer-223	22	4	economics	economic	NOUN
ajeer-223	22	5	and	and	CCONJ
ajeer-223	22	6	empirical	empirical	ADJ
ajeer-223	22	7	research	research	NOUN
ajeer-223	22	8	,	,	PUNCT
ajeer-223	22	9	3(2	3(2	NUM
ajeer-223	22	10	):	):	PUNCT
ajeer-223	22	11	156	156	NUM
ajeer-223	22	12	-	-	SYM
ajeer-223	22	13	162	162	NUM
ajeer-223	22	14	.	.	PUNCT
ajeer-223	23	1	doi	doi	NOUN
ajeer-223	23	2	:	:	PUNCT
ajeer-223	23	3	10.20448	10.20448	NUM
ajeer-223	23	4	/	/	SYM
ajeer-223	23	5	journal.501/2016.3.2/501.2.156.162	journal.501/2016.3.2/501.2.156.162	NOUN
ajeer-223	23	6	issn(e	issn(e	PROPN
ajeer-223	23	7	)	)	PUNCT
ajeer-223	23	8	:	:	PUNCT
ajeer-223	23	9	2409	2409	NUM
ajeer-223	23	10	-	-	SYM
ajeer-223	23	11	2622	2622	NUM
ajeer-223	23	12	issn(p	issn(p	PROPN
ajeer-223	23	13	)	)	PUNCT
ajeer-223	23	14	:	:	PUNCT
ajeer-223	23	15	2518	2518	NUM
ajeer-223	23	16	-	-	PUNCT
ajeer-223	23	17	010x	010x	PROPN
ajeer-223	23	18	licensed	licensed	ADJ
ajeer-223	23	19	:	:	PUNCT
ajeer-223	23	20	contribution	contribution	NOUN
ajeer-223	23	21	/	/	SYM
ajeer-223	23	22	acknowledgement	acknowledgement	NOUN
ajeer-223	23	23	:	:	PUNCT
ajeer-223	23	24	this	this	DET
ajeer-223	23	25	work	work	NOUN
ajeer-223	23	26	is	be	AUX
ajeer-223	23	27	licensed	license	VERB
ajeer-223	23	28	under	under	ADP
ajeer-223	23	29	a	a	DET
ajeer-223	23	30	creative	creative	ADJ
ajeer-223	23	31	commons	common	NOUN
ajeer-223	23	32	attribution	attribution	NOUN
ajeer-223	23	33	3.0	3.0	NUM
ajeer-223	23	34	license	license	NOUN
ajeer-223	23	35	all	all	DET
ajeer-223	23	36	authors	author	NOUN
ajeer-223	23	37	contributed	contribute	VERB
ajeer-223	23	38	to	to	ADP
ajeer-223	23	39	the	the	DET
ajeer-223	23	40	conception	conception	NOUN
ajeer-223	23	41	and	and	CCONJ
ajeer-223	23	42	design	design	NOUN
ajeer-223	23	43	of	of	ADP
ajeer-223	23	44	the	the	DET
ajeer-223	23	45	study	study	NOUN
ajeer-223	23	46	.	.	PUNCT
ajeer-223	24	1	funding	funding	NOUN
ajeer-223	24	2	:	:	PUNCT
ajeer-223	24	3	this	this	DET
ajeer-223	24	4	study	study	NOUN
ajeer-223	24	5	received	receive	VERB
ajeer-223	24	6	no	no	DET
ajeer-223	24	7	specific	specific	ADJ
ajeer-223	24	8	financial	financial	ADJ
ajeer-223	24	9	support	support	NOUN
ajeer-223	24	10	.	.	PUNCT
ajeer-223	25	1	competing	compete	VERB
ajeer-223	25	2	interests	interest	NOUN
ajeer-223	25	3	:	:	PUNCT
ajeer-223	25	4	the	the	DET
ajeer-223	25	5	authors	author	NOUN
ajeer-223	25	6	declare	declare	VERB
ajeer-223	25	7	that	that	SCONJ
ajeer-223	25	8	they	they	PRON
ajeer-223	25	9	have	have	VERB
ajeer-223	25	10	no	no	DET
ajeer-223	25	11	conflict	conflict	NOUN
ajeer-223	25	12	of	of	ADP
ajeer-223	25	13	interests	interest	NOUN
ajeer-223	25	14	.	.	PUNCT
ajeer-223	26	1	transparency	transparency	NOUN
ajeer-223	26	2	:	:	PUNCT
ajeer-223	26	3	the	the	DET
ajeer-223	26	4	authors	author	NOUN
ajeer-223	26	5	confirm	confirm	VERB
ajeer-223	26	6	that	that	SCONJ
ajeer-223	26	7	the	the	DET
ajeer-223	26	8	manuscript	manuscript	NOUN
ajeer-223	26	9	is	be	AUX
ajeer-223	26	10	an	an	DET
ajeer-223	26	11	honest	honest	ADJ
ajeer-223	26	12	,	,	PUNCT
ajeer-223	26	13	accurate	accurate	ADJ
ajeer-223	26	14	,	,	PUNCT
ajeer-223	26	15	and	and	CCONJ
ajeer-223	26	16	transparent	transparent	ADJ
ajeer-223	26	17	account	account	NOUN
ajeer-223	26	18	of	of	ADP
ajeer-223	26	19	the	the	DET
ajeer-223	26	20	study	study	NOUN
ajeer-223	26	21	was	be	AUX
ajeer-223	26	22	reported	report	VERB
ajeer-223	26	23	;	;	PUNCT
ajeer-223	26	24	that	that	SCONJ
ajeer-223	26	25	no	no	DET
ajeer-223	26	26	vital	vital	ADJ
ajeer-223	26	27	features	feature	NOUN
ajeer-223	26	28	of	of	ADP
ajeer-223	26	29	the	the	DET
ajeer-223	26	30	study	study	NOUN
ajeer-223	26	31	have	have	AUX
ajeer-223	26	32	been	be	AUX
ajeer-223	26	33	omitted	omit	VERB
ajeer-223	26	34	;	;	PUNCT
ajeer-223	26	35	and	and	CCONJ
ajeer-223	26	36	that	that	SCONJ
ajeer-223	26	37	any	any	DET
ajeer-223	26	38	discrepancies	discrepancy	NOUN
ajeer-223	26	39	from	from	ADP
ajeer-223	26	40	the	the	DET
ajeer-223	26	41	study	study	NOUN
ajeer-223	26	42	as	as	SCONJ
ajeer-223	26	43	planned	plan	VERB
ajeer-223	26	44	have	have	AUX
ajeer-223	26	45	been	be	AUX
ajeer-223	26	46	explained	explain	VERB
ajeer-223	26	47	.	.	PUNCT
ajeer-223	27	1	history	history	NOUN
ajeer-223	27	2	:	:	PUNCT
ajeer-223	27	3	received	receive	VERB
ajeer-223	27	4	:	:	PUNCT
ajeer-223	27	5	12	12	NUM
ajeer-223	27	6	august	august	PROPN
ajeer-223	27	7	2015/	2015/	NUM
ajeer-223	27	8	revised	revise	VERB
ajeer-223	27	9	:	:	PUNCT
ajeer-223	27	10	30	30	NUM
ajeer-223	27	11	december	december	PROPN
ajeer-223	27	12	2015/	2015/	NUM
ajeer-223	27	13	accepted	accept	VERB
ajeer-223	27	14	:	:	PUNCT
ajeer-223	27	15	24	24	NUM
ajeer-223	27	16	november	november	PROPN
ajeer-223	27	17	2016/	2016/	NUM
ajeer-223	27	18	published	publish	VERB
ajeer-223	27	19	:	:	PUNCT
ajeer-223	27	20	23	23	NUM
ajeer-223	27	21	january	january	NOUN
ajeer-223	27	22	2017	2017	NUM
ajeer-223	27	23	ethical	ethical	ADJ
ajeer-223	27	24	:	:	PUNCT
ajeer-223	27	25	this	this	DET
ajeer-223	27	26	study	study	NOUN
ajeer-223	27	27	follows	follow	VERB
ajeer-223	27	28	all	all	DET
ajeer-223	27	29	ethical	ethical	ADJ
ajeer-223	27	30	practices	practice	NOUN
ajeer-223	27	31	during	during	ADP
ajeer-223	27	32	writing	writing	NOUN
ajeer-223	27	33	.	.	PUNCT
ajeer-223	28	1	publisher	publisher	NOUN
ajeer-223	28	2	:	:	PUNCT
ajeer-223	28	3	asian	asian	ADJ
ajeer-223	28	4	online	online	PROPN
ajeer-223	28	5	journal	journal	PROPN
ajeer-223	28	6	publishing	publishing	NOUN
ajeer-223	28	7	group	group	NOUN
ajeer-223	28	8	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
ajeer-223	28	9	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.501/2016.3.2/501.2.156.162	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.501/2016.3.2/501.2.156.162	PROPN
ajeer-223	28	10	https://orcid.org/orcid-search/quick-search?searchquery=shylaja	https://orcid.org/orcid-search/quick-search?searchquery=shylaja	VERB
ajeer-223	29	1	p	p	NOUN
ajeer-223	29	2	https://orcid.org/orcid-search/quick-search?searchquery=anver	https://orcid.org/orcid-search/quick-search?searchquery=anver	PRON
ajeer-223	29	3	sadath	sadath	NOUN
ajeer-223	30	1	c	c	PROPN
ajeer-223	30	2	http://search.crossref.org/?q=10.20448/journal.501/2016.3.2/501.2.156.162	http://search.crossref.org/?q=10.20448/journal.501/2016.3.2/501.2.156.162	PROPN
ajeer-223	30	3	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.501/2016.3.2/501.2.156.162	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.501/2016.3.2/501.2.156.162	VERB
ajeer-223	30	4	https://orcid.org/orcid-search/quick-search?searchquery=shylaja	https://orcid.org/orcid-search/quick-search?searchquery=shylaja	VERB
ajeer-223	31	1	p	p	NOUN
ajeer-223	31	2	https://orcid.org/orcid-search/quick-search?searchquery=anver	https://orcid.org/orcid-search/quick-search?searchquery=anver	ADJ
ajeer-223	31	3	sadath	sadath	NOUN
ajeer-223	32	1	c	c	PROPN
ajeer-223	32	2	http://search.crossref.org/?q=10.20448/journal.501/2016.3.2/501.2.156.162	http://search.crossref.org/?q=10.20448/journal.501/2016.3.2/501.2.156.162	PROPN
ajeer-223	32	3	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.501/2016.3.2/501.2.156.162	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.501/2016.3.2/501.2.156.162	VERB
ajeer-223	32	4	https://orcid.org/orcid-search/quick-search?searchquery=shylaja	https://orcid.org/orcid-search/quick-search?searchquery=shylaja	VERB
ajeer-223	33	1	p	p	NOUN
ajeer-223	33	2	https://orcid.org/orcid-search/quick-search?searchquery=anver	https://orcid.org/orcid-search/quick-search?searchquery=anver	ADJ
ajeer-223	33	3	sadath	sadath	NOUN
ajeer-223	34	1	c	c	PROPN
ajeer-223	34	2	http://search.crossref.org/?q=10.20448/journal.501/2016.3.2/501.2.156.162	http://search.crossref.org/?q=10.20448/journal.501/2016.3.2/501.2.156.162	PROPN
ajeer-223	34	3	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.501/2016.3.2/501.2.156.162	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.501/2016.3.2/501.2.156.162	VERB
ajeer-223	34	4	https://orcid.org/orcid-search/quick-search?searchquery=shylaja	https://orcid.org/orcid-search/quick-search?searchquery=shylaja	VERB
ajeer-223	35	1	p	p	NOUN
ajeer-223	36	1	https://orcid.org/orcid-search/quick-search?searchquery=anver	https://orcid.org/orcid-search/quick-search?searchquery=anver	PRON
ajeer-223	36	2	sadath	sadath	NOUN
ajeer-223	36	3	c	c	PROPN
ajeer-223	36	4	http://search.crossref.org/?q=10.20448/journal.501/2016.3.2/501.2.156.162	http://search.crossref.org/?q=10.20448/journal.501/2016.3.2/501.2.156.162	PROPN
ajeer-223	36	5	asian	asian	PROPN
ajeer-223	36	6	journal	journal	NOUN
ajeer-223	36	7	of	of	ADP
ajeer-223	36	8	economics	economic	NOUN
ajeer-223	36	9	and	and	CCONJ
ajeer-223	36	10	empirical	empirical	ADJ
ajeer-223	36	11	research	research	NOUN
ajeer-223	36	12	,	,	PUNCT
ajeer-223	36	13	2016	2016	NUM
ajeer-223	36	14	,	,	PUNCT
ajeer-223	36	15	3(2	3(2	NUM
ajeer-223	36	16	):	):	PUNCT
ajeer-223	36	17	156	156	NUM
ajeer-223	36	18	-	-	SYM
ajeer-223	36	19	162	162	NUM
ajeer-223	36	20	157	157	NUM
ajeer-223	36	21	1	1	NUM
ajeer-223	36	22	.	.	PUNCT
ajeer-223	37	1	introduction	introduction	NOUN
ajeer-223	37	2	country	country	NOUN
ajeer-223	37	3	like	like	ADP
ajeer-223	37	4	india	india	PROPN
ajeer-223	37	5	where	where	SCONJ
ajeer-223	37	6	agricultural	agricultural	ADJ
ajeer-223	37	7	production	production	NOUN
ajeer-223	37	8	is	be	AUX
ajeer-223	37	9	heavily	heavily	ADV
ajeer-223	37	10	dependent	dependent	ADJ
ajeer-223	37	11	on	on	ADP
ajeer-223	37	12	monsoon	monsoon	NOUN
ajeer-223	37	13	and	and	CCONJ
ajeer-223	37	14	agricultural	agricultural	ADJ
ajeer-223	37	15	output	output	NOUN
ajeer-223	37	16	is	be	AUX
ajeer-223	37	17	prone	prone	ADJ
ajeer-223	37	18	to	to	PART
ajeer-223	37	19	vary	vary	VERB
ajeer-223	37	20	depending	depend	VERB
ajeer-223	37	21	upon	upon	SCONJ
ajeer-223	37	22	weather	weather	NOUN
ajeer-223	37	23	conditions	condition	NOUN
ajeer-223	37	24	.	.	PUNCT
ajeer-223	38	1	hence	hence	ADV
ajeer-223	38	2	,	,	PUNCT
ajeer-223	38	3	price	price	NOUN
ajeer-223	38	4	variability	variability	NOUN
ajeer-223	38	5	is	be	AUX
ajeer-223	38	6	one	one	NUM
ajeer-223	38	7	of	of	ADP
ajeer-223	38	8	the	the	DET
ajeer-223	38	9	most	most	ADV
ajeer-223	38	10	important	important	ADJ
ajeer-223	38	11	problems	problem	NOUN
ajeer-223	38	12	faced	face	VERB
ajeer-223	38	13	by	by	ADP
ajeer-223	38	14	agricultural	agricultural	ADJ
ajeer-223	38	15	farmers	farmer	NOUN
ajeer-223	38	16	in	in	ADP
ajeer-223	38	17	india	india	PROPN
ajeer-223	38	18	.	.	PUNCT
ajeer-223	39	1	along	along	ADP
ajeer-223	39	2	with	with	ADP
ajeer-223	39	3	price	price	NOUN
ajeer-223	39	4	variability	variability	NOUN
ajeer-223	39	5	,	,	PUNCT
ajeer-223	39	6	producers	producer	NOUN
ajeer-223	39	7	of	of	ADP
ajeer-223	39	8	agricultural	agricultural	ADJ
ajeer-223	39	9	commodities	commodity	NOUN
ajeer-223	39	10	are	be	AUX
ajeer-223	39	11	expected	expect	VERB
ajeer-223	39	12	to	to	PART
ajeer-223	39	13	face	face	VERB
ajeer-223	39	14	high	high	ADJ
ajeer-223	39	15	price	price	NOUN
ajeer-223	39	16	risk	risk	NOUN
ajeer-223	39	17	.	.	PUNCT
ajeer-223	40	1	this	this	DET
ajeer-223	40	2	unwanted	unwanted	ADJ
ajeer-223	40	3	risk	risk	NOUN
ajeer-223	40	4	again	again	ADV
ajeer-223	40	5	accelerated	accelerate	VERB
ajeer-223	40	6	by	by	ADP
ajeer-223	40	7	the	the	DET
ajeer-223	40	8	new	new	ADJ
ajeer-223	40	9	economic	economic	ADJ
ajeer-223	40	10	reforms	reform	NOUN
ajeer-223	40	11	under	under	ADP
ajeer-223	40	12	world	world	NOUN
ajeer-223	40	13	trade	trade	NOUN
ajeer-223	40	14	organization	organization	NOUN
ajeer-223	40	15	(	(	PUNCT
ajeer-223	40	16	wto	wto	PROPN
ajeer-223	40	17	)	)	PUNCT
ajeer-223	40	18	policy	policy	NOUN
ajeer-223	40	19	regime	regime	NOUN
ajeer-223	40	20	.	.	PUNCT
ajeer-223	41	1	consequently	consequently	ADV
ajeer-223	41	2	the	the	DET
ajeer-223	41	3	government	government	NOUN
ajeer-223	41	4	intervention	intervention	NOUN
ajeer-223	41	5	is	be	AUX
ajeer-223	41	6	significantly	significantly	ADV
ajeer-223	41	7	declined	decline	VERB
ajeer-223	41	8	in	in	ADP
ajeer-223	41	9	agricultural	agricultural	ADJ
ajeer-223	41	10	commodities	commodity	NOUN
ajeer-223	41	11	market	market	NOUN
ajeer-223	41	12	.	.	PUNCT
ajeer-223	42	1	as	as	SCONJ
ajeer-223	42	2	a	a	DET
ajeer-223	42	3	result	result	NOUN
ajeer-223	42	4	price	price	NOUN
ajeer-223	42	5	of	of	ADP
ajeer-223	42	6	agricultural	agricultural	ADJ
ajeer-223	42	7	commodities	commodity	NOUN
ajeer-223	42	8	are	be	AUX
ajeer-223	42	9	determined	determine	VERB
ajeer-223	42	10	by	by	ADP
ajeer-223	42	11	market	market	NOUN
ajeer-223	42	12	forces	force	NOUN
ajeer-223	42	13	.	.	PUNCT
ajeer-223	43	1	in	in	ADP
ajeer-223	43	2	order	order	NOUN
ajeer-223	43	3	to	to	PART
ajeer-223	43	4	reduce	reduce	VERB
ajeer-223	43	5	these	these	DET
ajeer-223	43	6	unwanted	unwanted	ADJ
ajeer-223	43	7	price	price	NOUN
ajeer-223	43	8	risks	risk	NOUN
ajeer-223	43	9	,	,	PUNCT
ajeer-223	43	10	it	it	PRON
ajeer-223	43	11	requires	require	VERB
ajeer-223	43	12	a	a	DET
ajeer-223	43	13	well	well	ADV
ajeer-223	43	14	-	-	PUNCT
ajeer-223	43	15	developed	develop	VERB
ajeer-223	43	16	commodity	commodity	NOUN
ajeer-223	43	17	derivatives	derivative	NOUN
ajeer-223	43	18	market	market	NOUN
ajeer-223	43	19	which	which	PRON
ajeer-223	43	20	will	will	AUX
ajeer-223	43	21	expect	expect	VERB
ajeer-223	43	22	to	to	PART
ajeer-223	43	23	function	function	VERB
ajeer-223	43	24	for	for	ADP
ajeer-223	43	25	over	over	ADP
ajeer-223	43	26	all	all	DET
ajeer-223	43	27	benefit	benefit	NOUN
ajeer-223	43	28	of	of	ADP
ajeer-223	43	29	the	the	DET
ajeer-223	43	30	farmer	farmer	NOUN
ajeer-223	43	31	as	as	ADV
ajeer-223	43	32	well	well	ADV
ajeer-223	43	33	as	as	ADP
ajeer-223	43	34	consumer	consumer	NOUN
ajeer-223	43	35	.	.	PUNCT
ajeer-223	44	1	in	in	ADP
ajeer-223	44	2	order	order	NOUN
ajeer-223	44	3	to	to	PART
ajeer-223	44	4	manage	manage	VERB
ajeer-223	44	5	price	price	NOUN
ajeer-223	44	6	risk	risk	NOUN
ajeer-223	44	7	and	and	CCONJ
ajeer-223	44	8	discovering	discover	VERB
ajeer-223	44	9	better	well	ADJ
ajeer-223	44	10	price	price	NOUN
ajeer-223	44	11	for	for	ADP
ajeer-223	44	12	commodities	commodity	NOUN
ajeer-223	44	13	,	,	PUNCT
ajeer-223	44	14	derivatives	derivative	NOUN
ajeer-223	44	15	entered	enter	VERB
ajeer-223	44	16	into	into	ADP
ajeer-223	44	17	commodity	commodity	NOUN
ajeer-223	44	18	markets	market	NOUN
ajeer-223	44	19	.	.	PUNCT
ajeer-223	45	1	since	since	SCONJ
ajeer-223	45	2	then	then	ADV
ajeer-223	45	3	,	,	PUNCT
ajeer-223	45	4	the	the	DET
ajeer-223	45	5	commodity	commodity	NOUN
ajeer-223	45	6	futures	future	NOUN
ajeer-223	45	7	trading	trading	NOUN
ajeer-223	45	8	including	include	VERB
ajeer-223	45	9	agricultural	agricultural	ADJ
ajeer-223	45	10	futures	future	NOUN
ajeer-223	45	11	have	have	AUX
ajeer-223	45	12	witnessed	witness	VERB
ajeer-223	45	13	tremendous	tremendous	ADJ
ajeer-223	45	14	growth	growth	NOUN
ajeer-223	45	15	in	in	ADP
ajeer-223	45	16	terms	term	NOUN
ajeer-223	45	17	of	of	ADP
ajeer-223	45	18	trading	trading	NOUN
ajeer-223	45	19	volume	volume	NOUN
ajeer-223	45	20	.	.	PUNCT
ajeer-223	46	1	the	the	DET
ajeer-223	46	2	growth	growth	NOUN
ajeer-223	46	3	in	in	ADP
ajeer-223	46	4	trading	trading	NOUN
ajeer-223	46	5	volumes	volume	NOUN
ajeer-223	46	6	and	and	CCONJ
ajeer-223	46	7	with	with	ADP
ajeer-223	46	8	increasing	increase	VERB
ajeer-223	46	9	integration	integration	NOUN
ajeer-223	46	10	of	of	ADP
ajeer-223	46	11	indian	indian	ADJ
ajeer-223	46	12	economy	economy	NOUN
ajeer-223	46	13	with	with	ADP
ajeer-223	46	14	the	the	DET
ajeer-223	46	15	rest	rest	NOUN
ajeer-223	46	16	of	of	ADP
ajeer-223	46	17	the	the	DET
ajeer-223	46	18	world	world	NOUN
ajeer-223	46	19	there	there	PRON
ajeer-223	46	20	was	be	VERB
ajeer-223	46	21	huge	huge	ADJ
ajeer-223	46	22	rise	rise	NOUN
ajeer-223	46	23	in	in	ADP
ajeer-223	46	24	prices	price	NOUN
ajeer-223	46	25	of	of	ADP
ajeer-223	46	26	agricultural	agricultural	ADJ
ajeer-223	46	27	commodities	commodity	NOUN
ajeer-223	46	28	.	.	PUNCT
ajeer-223	47	1	the	the	DET
ajeer-223	47	2	rise	rise	NOUN
ajeer-223	47	3	in	in	ADP
ajeer-223	47	4	prices	price	NOUN
ajeer-223	47	5	does	do	AUX
ajeer-223	47	6	not	not	PART
ajeer-223	47	7	directly	directly	ADV
ajeer-223	47	8	benefit	benefit	VERB
ajeer-223	47	9	to	to	ADP
ajeer-223	47	10	the	the	DET
ajeer-223	47	11	farmers	farmer	NOUN
ajeer-223	47	12	since	since	SCONJ
ajeer-223	47	13	there	there	PRON
ajeer-223	47	14	are	be	VERB
ajeer-223	47	15	a	a	DET
ajeer-223	47	16	chain	chain	NOUN
ajeer-223	47	17	of	of	ADP
ajeer-223	47	18	intermediaries	intermediary	NOUN
ajeer-223	47	19	between	between	ADP
ajeer-223	47	20	the	the	DET
ajeer-223	47	21	farmer	farmer	NOUN
ajeer-223	47	22	and	and	CCONJ
ajeer-223	47	23	the	the	DET
ajeer-223	47	24	ultimate	ultimate	ADJ
ajeer-223	47	25	consumer	consumer	NOUN
ajeer-223	47	26	.	.	PUNCT
ajeer-223	48	1	the	the	DET
ajeer-223	48	2	government	government	NOUN
ajeer-223	48	3	has	have	AUX
ajeer-223	48	4	therefore	therefore	ADV
ajeer-223	48	5	been	be	AUX
ajeer-223	48	6	strengthening	strengthen	VERB
ajeer-223	48	7	its	its	PRON
ajeer-223	48	8	approach	approach	NOUN
ajeer-223	48	9	towards	towards	ADP
ajeer-223	48	10	futures	future	NOUN
ajeer-223	48	11	trading	trading	NOUN
ajeer-223	48	12	of	of	ADP
ajeer-223	48	13	agricultural	agricultural	ADJ
ajeer-223	48	14	commodities	commodity	NOUN
ajeer-223	48	15	at	at	ADP
ajeer-223	48	16	times	time	NOUN
ajeer-223	48	17	suspending	suspend	VERB
ajeer-223	48	18	or	or	CCONJ
ajeer-223	48	19	totally	totally	ADV
ajeer-223	48	20	banning	ban	VERB
ajeer-223	48	21	it	it	PRON
ajeer-223	48	22	(	(	PUNCT
ajeer-223	48	23	the	the	DET
ajeer-223	48	24	futures	future	NOUN
ajeer-223	48	25	trade	trade	NOUN
ajeer-223	48	26	)	)	PUNCT
ajeer-223	48	27	and	and	CCONJ
ajeer-223	48	28	at	at	ADP
ajeer-223	48	29	other	other	ADJ
ajeer-223	48	30	times	time	NOUN
ajeer-223	48	31	permitting	permit	VERB
ajeer-223	48	32	it	it	PRON
ajeer-223	48	33	.	.	PUNCT
ajeer-223	49	1	after	after	ADP
ajeer-223	49	2	the	the	DET
ajeer-223	49	3	removal	removal	NOUN
ajeer-223	49	4	of	of	ADP
ajeer-223	49	5	banning	ban	VERB
ajeer-223	49	6	during	during	ADP
ajeer-223	49	7	2008	2008	NUM
ajeer-223	49	8	there	there	PRON
ajeer-223	49	9	is	be	VERB
ajeer-223	49	10	a	a	DET
ajeer-223	49	11	sharp	sharp	ADJ
ajeer-223	49	12	decline	decline	NOUN
ajeer-223	49	13	in	in	ADP
ajeer-223	49	14	the	the	DET
ajeer-223	49	15	trading	trading	NOUN
ajeer-223	49	16	volume	volume	NOUN
ajeer-223	49	17	of	of	ADP
ajeer-223	49	18	agricultural	agricultural	ADJ
ajeer-223	49	19	commodities	commodity	NOUN
ajeer-223	49	20	.	.	PUNCT
ajeer-223	50	1	it	it	PRON
ajeer-223	50	2	is	be	AUX
ajeer-223	50	3	therefore	therefore	ADV
ajeer-223	50	4	necessary	necessary	ADJ
ajeer-223	50	5	to	to	PART
ajeer-223	50	6	conduct	conduct	VERB
ajeer-223	50	7	a	a	DET
ajeer-223	50	8	study	study	NOUN
ajeer-223	50	9	to	to	PART
ajeer-223	50	10	find	find	VERB
ajeer-223	50	11	out	out	ADP
ajeer-223	50	12	whether	whether	SCONJ
ajeer-223	50	13	the	the	DET
ajeer-223	50	14	trading	trading	NOUN
ajeer-223	50	15	volume	volume	NOUN
ajeer-223	50	16	or	or	CCONJ
ajeer-223	50	17	open	open	ADJ
ajeer-223	50	18	interest	interest	NOUN
ajeer-223	50	19	determines	determine	VERB
ajeer-223	50	20	the	the	DET
ajeer-223	50	21	price	price	NOUN
ajeer-223	50	22	behavior	behavior	NOUN
ajeer-223	50	23	of	of	ADP
ajeer-223	50	24	the	the	DET
ajeer-223	50	25	futures	future	NOUN
ajeer-223	50	26	contract	contract	NOUN
ajeer-223	50	27	.	.	PUNCT
ajeer-223	51	1	by	by	ADP
ajeer-223	51	2	using	use	VERB
ajeer-223	51	3	the	the	DET
ajeer-223	51	4	informational	informational	ADJ
ajeer-223	51	5	content	content	NOUN
ajeer-223	51	6	of	of	ADP
ajeer-223	51	7	open	open	ADJ
ajeer-223	51	8	interest	interest	NOUN
ajeer-223	51	9	and	and	CCONJ
ajeer-223	51	10	trading	trading	NOUN
ajeer-223	51	11	volume	volume	NOUN
ajeer-223	51	12	of	of	ADP
ajeer-223	51	13	pepper	pepper	NOUN
ajeer-223	51	14	and	and	CCONJ
ajeer-223	51	15	rubber	rubber	NOUN
ajeer-223	51	16	in	in	ADP
ajeer-223	51	17	the	the	DET
ajeer-223	51	18	futures	future	NOUN
ajeer-223	51	19	contract	contract	NOUN
ajeer-223	51	20	,	,	PUNCT
ajeer-223	51	21	this	this	DET
ajeer-223	51	22	study	study	NOUN
ajeer-223	51	23	empirically	empirically	ADV
ajeer-223	51	24	analyzing	analyze	VERB
ajeer-223	51	25	these	these	DET
ajeer-223	51	26	nonprice	nonprice	NOUN
ajeer-223	51	27	variables	variable	NOUN
ajeer-223	51	28	has	have	VERB
ajeer-223	51	29	any	any	DET
ajeer-223	51	30	relationship	relationship	NOUN
ajeer-223	51	31	in	in	ADP
ajeer-223	51	32	the	the	DET
ajeer-223	51	33	futures	future	NOUN
ajeer-223	51	34	price	price	NOUN
ajeer-223	51	35	determination	determination	NOUN
ajeer-223	51	36	.	.	PUNCT
ajeer-223	52	1	2	2	X
ajeer-223	52	2	.	.	X
ajeer-223	52	3	relationship	relationship	NOUN
ajeer-223	52	4	between	between	ADP
ajeer-223	52	5	futures	future	NOUN
ajeer-223	52	6	price	price	NOUN
ajeer-223	52	7	,	,	PUNCT
ajeer-223	52	8	open	open	ADJ
ajeer-223	52	9	interest	interest	NOUN
ajeer-223	52	10	and	and	CCONJ
ajeer-223	52	11	volume	volume	VERB
ajeer-223	52	12	the	the	DET
ajeer-223	52	13	concept	concept	NOUN
ajeer-223	52	14	of	of	ADP
ajeer-223	52	15	open	open	ADJ
ajeer-223	52	16	interest	interest	NOUN
ajeer-223	52	17	represents	represent	VERB
ajeer-223	52	18	all	all	DET
ajeer-223	52	19	contracts	contract	NOUN
ajeer-223	52	20	outstanding	outstanding	ADJ
ajeer-223	52	21	given	give	VERB
ajeer-223	52	22	for	for	ADP
ajeer-223	52	23	a	a	DET
ajeer-223	52	24	particular	particular	ADJ
ajeer-223	52	25	commodity	commodity	NOUN
ajeer-223	52	26	(	(	PUNCT
ajeer-223	52	27	hull	hull	NOUN
ajeer-223	52	28	,	,	PUNCT
ajeer-223	52	29	2002	2002	NUM
ajeer-223	52	30	)	)	PUNCT
ajeer-223	52	31	.	.	PUNCT
ajeer-223	53	1	outstanding	outstanding	ADJ
ajeer-223	53	2	refers	refer	VERB
ajeer-223	53	3	to	to	ADP
ajeer-223	53	4	contracts	contract	NOUN
ajeer-223	53	5	which	which	PRON
ajeer-223	53	6	are	be	AUX
ajeer-223	53	7	not	not	PART
ajeer-223	53	8	yet	yet	ADV
ajeer-223	53	9	offset	offset	VERB
ajeer-223	53	10	by	by	ADP
ajeer-223	53	11	a	a	DET
ajeer-223	53	12	transaction	transaction	NOUN
ajeer-223	53	13	(	(	PUNCT
ajeer-223	53	14	reversed	reverse	VERB
ajeer-223	53	15	out	out	ADP
ajeer-223	53	16	)	)	PUNCT
ajeer-223	53	17	,	,	PUNCT
ajeer-223	53	18	by	by	ADP
ajeer-223	53	19	delivery	delivery	NOUN
ajeer-223	53	20	,	,	PUNCT
ajeer-223	53	21	by	by	ADP
ajeer-223	53	22	exercise	exercise	NOUN
ajeer-223	53	23	,	,	PUNCT
ajeer-223	53	24	etc	etc	X
ajeer-223	53	25	.	.	X
ajeer-223	54	1	(	(	PUNCT
ajeer-223	54	2	cftc	cftc	PROPN
ajeer-223	54	3	,	,	PUNCT
ajeer-223	54	4	2012).open	2012).open	NUM
ajeer-223	54	5	interest	interest	NOUN
ajeer-223	54	6	is	be	AUX
ajeer-223	54	7	defined	define	VERB
ajeer-223	54	8	as	as	ADP
ajeer-223	54	9	the	the	DET
ajeer-223	54	10	number	number	NOUN
ajeer-223	54	11	of	of	ADP
ajeer-223	54	12	contracts	contract	NOUN
ajeer-223	54	13	existing	exist	VERB
ajeer-223	54	14	in	in	ADP
ajeer-223	54	15	a	a	DET
ajeer-223	54	16	futures	future	NOUN
ajeer-223	54	17	market	market	NOUN
ajeer-223	54	18	that	that	PRON
ajeer-223	54	19	have	have	AUX
ajeer-223	54	20	not	not	PART
ajeer-223	54	21	yet	yet	ADV
ajeer-223	54	22	been	be	AUX
ajeer-223	54	23	closed	close	VERB
ajeer-223	54	24	out	out	ADP
ajeer-223	54	25	(	(	PUNCT
ajeer-223	54	26	geman	geman	NOUN
ajeer-223	54	27	,	,	PUNCT
ajeer-223	54	28	2005	2005	NUM
ajeer-223	54	29	)	)	PUNCT
ajeer-223	54	30	.	.	PUNCT
ajeer-223	55	1	open	open	ADJ
ajeer-223	55	2	interest	interest	NOUN
ajeer-223	55	3	is	be	AUX
ajeer-223	55	4	the	the	DET
ajeer-223	55	5	total	total	ADJ
ajeer-223	55	6	number	number	NOUN
ajeer-223	55	7	of	of	ADP
ajeer-223	55	8	futures	future	NOUN
ajeer-223	55	9	contracts	contract	NOUN
ajeer-223	55	10	that	that	PRON
ajeer-223	55	11	are	be	AUX
ajeer-223	55	12	not	not	PART
ajeer-223	55	13	closed	close	VERB
ajeer-223	55	14	or	or	CCONJ
ajeer-223	55	15	delivered	deliver	VERB
ajeer-223	55	16	on	on	ADP
ajeer-223	55	17	a	a	DET
ajeer-223	55	18	particular	particular	ADJ
ajeer-223	55	19	day	day	NOUN
ajeer-223	55	20	.	.	PUNCT
ajeer-223	56	1	open	open	ADJ
ajeer-223	56	2	interest	interest	NOUN
ajeer-223	56	3	is	be	AUX
ajeer-223	56	4	a	a	DET
ajeer-223	56	5	calculation	calculation	NOUN
ajeer-223	56	6	of	of	ADP
ajeer-223	56	7	the	the	DET
ajeer-223	56	8	number	number	NOUN
ajeer-223	56	9	of	of	ADP
ajeer-223	56	10	active	active	ADJ
ajeer-223	56	11	trades	trade	NOUN
ajeer-223	56	12	for	for	ADP
ajeer-223	56	13	a	a	DET
ajeer-223	56	14	particular	particular	ADJ
ajeer-223	56	15	market	market	NOUN
ajeer-223	56	16	.	.	PUNCT
ajeer-223	57	1	it	it	PRON
ajeer-223	57	2	is	be	AUX
ajeer-223	57	3	often	often	ADV
ajeer-223	57	4	used	use	VERB
ajeer-223	57	5	to	to	PART
ajeer-223	57	6	confirm	confirm	VERB
ajeer-223	57	7	trends	trend	NOUN
ajeer-223	57	8	and	and	CCONJ
ajeer-223	57	9	reverse	reverse	ADJ
ajeer-223	57	10	trend	trend	NOUN
ajeer-223	57	11	for	for	ADP
ajeer-223	57	12	futures	future	NOUN
ajeer-223	57	13	contracts	contract	NOUN
ajeer-223	57	14	.	.	PUNCT
ajeer-223	58	1	the	the	DET
ajeer-223	58	2	open	open	ADJ
ajeer-223	58	3	interest	interest	NOUN
ajeer-223	58	4	situation	situation	NOUN
ajeer-223	58	5	is	be	AUX
ajeer-223	58	6	stated	state	VERB
ajeer-223	58	7	each	each	DET
ajeer-223	58	8	day	day	NOUN
ajeer-223	58	9	and	and	CCONJ
ajeer-223	58	10	represents	represent	VERB
ajeer-223	58	11	the	the	DET
ajeer-223	58	12	increase	increase	NOUN
ajeer-223	58	13	or	or	CCONJ
ajeer-223	58	14	decrease	decrease	NOUN
ajeer-223	58	15	in	in	ADP
ajeer-223	58	16	the	the	DET
ajeer-223	58	17	number	number	NOUN
ajeer-223	58	18	of	of	ADP
ajeer-223	58	19	contracts	contract	NOUN
ajeer-223	58	20	for	for	ADP
ajeer-223	58	21	that	that	DET
ajeer-223	58	22	day	day	NOUN
ajeer-223	58	23	.	.	PUNCT
ajeer-223	59	1	open	open	ADJ
ajeer-223	59	2	interest	interest	NOUN
ajeer-223	59	3	increases	increase	NOUN
ajeer-223	59	4	when	when	SCONJ
ajeer-223	59	5	new	new	ADJ
ajeer-223	59	6	market	market	NOUN
ajeer-223	59	7	entrant	entrant	NOUN
ajeer-223	59	8	(	(	PUNCT
ajeer-223	59	9	buyers	buyer	NOUN
ajeer-223	59	10	and	and	CCONJ
ajeer-223	59	11	sellers	seller	NOUN
ajeer-223	59	12	)	)	PUNCT
ajeer-223	59	13	coming	come	VERB
ajeer-223	59	14	to	to	ADP
ajeer-223	59	15	the	the	DET
ajeer-223	59	16	markets	market	NOUN
ajeer-223	59	17	in	in	ADP
ajeer-223	59	18	greater	great	ADJ
ajeer-223	59	19	number	number	NOUN
ajeer-223	59	20	than	than	ADP
ajeer-223	59	21	current	current	ADJ
ajeer-223	59	22	position	position	NOUN
ajeer-223	59	23	holder	holder	NOUN
ajeer-223	59	24	going	go	VERB
ajeer-223	59	25	away	away	ADV
ajeer-223	59	26	the	the	DET
ajeer-223	59	27	market	market	NOUN
ajeer-223	59	28	.	.	PUNCT
ajeer-223	60	1	open	open	ADJ
ajeer-223	60	2	interest	interest	NOUN
ajeer-223	60	3	declines	decline	NOUN
ajeer-223	60	4	when	when	SCONJ
ajeer-223	60	5	current	current	ADJ
ajeer-223	60	6	position	position	NOUN
ajeer-223	60	7	holder	holder	NOUN
ajeer-223	60	8	exits	exit	VERB
ajeer-223	60	9	their	their	PRON
ajeer-223	60	10	position	position	NOUN
ajeer-223	60	11	in	in	ADP
ajeer-223	60	12	a	a	DET
ajeer-223	60	13	greater	great	ADJ
ajeer-223	60	14	number	number	NOUN
ajeer-223	60	15	than	than	ADP
ajeer-223	60	16	new	new	ADJ
ajeer-223	60	17	market	market	NOUN
ajeer-223	60	18	entrants	entrant	NOUN
ajeer-223	60	19	changed	change	VERB
ajeer-223	60	20	their	their	PRON
ajeer-223	60	21	position	position	NOUN
ajeer-223	60	22	.	.	PUNCT
ajeer-223	61	1	it	it	PRON
ajeer-223	61	2	is	be	AUX
ajeer-223	61	3	remain	remain	VERB
ajeer-223	61	4	unchanged	unchanged	ADJ
ajeer-223	61	5	when	when	SCONJ
ajeer-223	61	6	current	current	ADJ
ajeer-223	61	7	position	position	NOUN
ajeer-223	61	8	holder	holder	NOUN
ajeer-223	61	9	trades	trade	NOUN
ajeer-223	61	10	are	be	AUX
ajeer-223	61	11	balance	balance	NOUN
ajeer-223	61	12	by	by	ADP
ajeer-223	61	13	new	new	ADJ
ajeer-223	61	14	market	market	NOUN
ajeer-223	61	15	entrant	entrant	NOUN
ajeer-223	61	16	traders	trader	NOUN
ajeer-223	61	17	.	.	PUNCT
ajeer-223	62	1	open	open	ADJ
ajeer-223	62	2	interest	interest	NOUN
ajeer-223	62	3	is	be	AUX
ajeer-223	62	4	an	an	DET
ajeer-223	62	5	important	important	ADJ
ajeer-223	62	6	indicator	indicator	NOUN
ajeer-223	62	7	for	for	ADP
ajeer-223	62	8	hedging	hedging	NOUN
ajeer-223	62	9	(	(	PUNCT
ajeer-223	62	10	kamara	kamara	NOUN
ajeer-223	62	11	,	,	PUNCT
ajeer-223	62	12	1993	1993	NUM
ajeer-223	62	13	)	)	PUNCT
ajeer-223	62	14	and	and	CCONJ
ajeer-223	62	15	market	market	NOUN
ajeer-223	62	16	depth	depth	NOUN
ajeer-223	62	17	(	(	PUNCT
ajeer-223	62	18	bessenbinder	bessenbinder	NOUN
ajeer-223	62	19	and	and	CCONJ
ajeer-223	62	20	segain	segain	VERB
ajeer-223	62	21	,	,	PUNCT
ajeer-223	62	22	1993).open	1993).open	NUM
ajeer-223	62	23	interest	interest	NOUN
ajeer-223	62	24	collective	collective	ADJ
ajeer-223	62	25	with	with	ADP
ajeer-223	62	26	price	price	NOUN
ajeer-223	62	27	provides	provide	VERB
ajeer-223	62	28	understanding	understanding	NOUN
ajeer-223	62	29	about	about	ADP
ajeer-223	62	30	the	the	DET
ajeer-223	62	31	leading	lead	VERB
ajeer-223	62	32	market	market	NOUN
ajeer-223	62	33	.	.	PUNCT
ajeer-223	63	1	the	the	DET
ajeer-223	63	2	volume	volume	NOUN
ajeer-223	63	3	offers	offer	VERB
ajeer-223	63	4	information	information	NOUN
ajeer-223	63	5	about	about	ADP
ajeer-223	63	6	market	market	NOUN
ajeer-223	63	7	liquidity	liquidity	NOUN
ajeer-223	63	8	(	(	PUNCT
ajeer-223	63	9	the	the	PRON
ajeer-223	63	10	higher	high	ADJ
ajeer-223	63	11	the	the	DET
ajeer-223	63	12	volume	volume	NOUN
ajeer-223	63	13	,	,	PUNCT
ajeer-223	63	14	the	the	PRON
ajeer-223	63	15	higher	high	ADJ
ajeer-223	63	16	its	its	PRON
ajeer-223	63	17	liquidity	liquidity	NOUN
ajeer-223	63	18	)	)	PUNCT
ajeer-223	63	19	.	.	PUNCT
ajeer-223	64	1	it	it	PRON
ajeer-223	64	2	is	be	AUX
ajeer-223	64	3	possible	possible	ADJ
ajeer-223	64	4	for	for	SCONJ
ajeer-223	64	5	the	the	DET
ajeer-223	64	6	volume	volume	NOUN
ajeer-223	64	7	traded	trade	VERB
ajeer-223	64	8	to	to	PART
ajeer-223	64	9	exceed	exceed	VERB
ajeer-223	64	10	the	the	DET
ajeer-223	64	11	open	open	ADJ
ajeer-223	64	12	interests	interest	NOUN
ajeer-223	64	13	at	at	ADP
ajeer-223	64	14	the	the	DET
ajeer-223	64	15	end	end	NOUN
ajeer-223	64	16	of	of	ADP
ajeer-223	64	17	the	the	DET
ajeer-223	64	18	day	day	NOUN
ajeer-223	64	19	(	(	PUNCT
ajeer-223	64	20	hull	hull	NOUN
ajeer-223	64	21	,	,	PUNCT
ajeer-223	64	22	2002).volume	2002).volume	NUM
ajeer-223	64	23	measures	measure	VERB
ajeer-223	64	24	the	the	DET
ajeer-223	64	25	forces	force	NOUN
ajeer-223	64	26	or	or	CCONJ
ajeer-223	64	27	strength	strength	NOUN
ajeer-223	64	28	behind	behind	ADP
ajeer-223	64	29	a	a	DET
ajeer-223	64	30	price	price	NOUN
ajeer-223	64	31	trend	trend	NOUN
ajeer-223	64	32	.	.	PUNCT
ajeer-223	65	1	volume	volume	NOUN
ajeer-223	65	2	describes	describe	VERB
ajeer-223	65	3	the	the	DET
ajeer-223	65	4	total	total	ADJ
ajeer-223	65	5	amount	amount	NOUN
ajeer-223	65	6	of	of	ADP
ajeer-223	65	7	trading	trading	NOUN
ajeer-223	65	8	goings	going	NOUN
ajeer-223	65	9	on	on	ADP
ajeer-223	65	10	or	or	CCONJ
ajeer-223	65	11	contracts	contract	NOUN
ajeer-223	65	12	that	that	PRON
ajeer-223	65	13	have	have	AUX
ajeer-223	65	14	changed	change	VERB
ajeer-223	65	15	hands	hand	NOUN
ajeer-223	65	16	in	in	ADP
ajeer-223	65	17	a	a	DET
ajeer-223	65	18	given	give	VERB
ajeer-223	65	19	commodity	commodity	NOUN
ajeer-223	65	20	market	market	NOUN
ajeer-223	65	21	for	for	ADP
ajeer-223	65	22	a	a	DET
ajeer-223	65	23	single	single	ADJ
ajeer-223	65	24	trading	trading	NOUN
ajeer-223	65	25	day	day	NOUN
ajeer-223	65	26	.	.	PUNCT
ajeer-223	66	1	the	the	DET
ajeer-223	66	2	greater	great	ADJ
ajeer-223	66	3	is	be	AUX
ajeer-223	66	4	the	the	DET
ajeer-223	66	5	amount	amount	NOUN
ajeer-223	66	6	of	of	ADP
ajeer-223	66	7	trading	trading	NOUN
ajeer-223	66	8	,	,	PUNCT
ajeer-223	66	9	the	the	DET
ajeer-223	66	10	higher	high	ADJ
ajeer-223	66	11	will	will	AUX
ajeer-223	66	12	be	be	AUX
ajeer-223	66	13	the	the	DET
ajeer-223	66	14	trading	trading	NOUN
ajeer-223	66	15	volume	volume	NOUN
ajeer-223	66	16	(	(	PUNCT
ajeer-223	66	17	geman	geman	NOUN
ajeer-223	66	18	,	,	PUNCT
ajeer-223	66	19	2005	2005	NUM
ajeer-223	66	20	)	)	PUNCT
ajeer-223	66	21	.	.	PUNCT
ajeer-223	67	1	thus	thus	ADV
ajeer-223	67	2	,	,	PUNCT
ajeer-223	67	3	volume	volume	NOUN
ajeer-223	67	4	represents	represent	VERB
ajeer-223	67	5	a	a	DET
ajeer-223	67	6	measure	measure	NOUN
ajeer-223	67	7	of	of	ADP
ajeer-223	67	8	strength	strength	NOUN
ajeer-223	67	9	or	or	CCONJ
ajeer-223	67	10	pressure	pressure	NOUN
ajeer-223	67	11	behind	behind	ADP
ajeer-223	67	12	a	a	DET
ajeer-223	67	13	price	price	NOUN
ajeer-223	67	14	trend	trend	NOUN
ajeer-223	67	15	.	.	PUNCT
ajeer-223	68	1	the	the	DET
ajeer-223	68	2	greater	great	ADJ
ajeer-223	68	3	is	be	AUX
ajeer-223	68	4	the	the	DET
ajeer-223	68	5	volume	volume	NOUN
ajeer-223	68	6	,	,	PUNCT
ajeer-223	68	7	the	the	PRON
ajeer-223	68	8	more	more	ADV
ajeer-223	68	9	likely	likely	ADJ
ajeer-223	68	10	will	will	AUX
ajeer-223	68	11	the	the	DET
ajeer-223	68	12	existing	exist	VERB
ajeer-223	68	13	trend	trend	NOUN
ajeer-223	68	14	continue	continue	VERB
ajeer-223	68	15	.	.	PUNCT
ajeer-223	69	1	volume	volume	NOUN
ajeer-223	69	2	and	and	CCONJ
ajeer-223	69	3	open	open	ADJ
ajeer-223	69	4	interest	interest	NOUN
ajeer-223	69	5	help	help	NOUN
ajeer-223	69	6	investors	investor	NOUN
ajeer-223	69	7	find	find	VERB
ajeer-223	69	8	evidences	evidence	NOUN
ajeer-223	69	9	to	to	ADP
ajeer-223	69	10	market	market	NOUN
ajeer-223	69	11	movement	movement	NOUN
ajeer-223	69	12	and	and	CCONJ
ajeer-223	69	13	strengthen	strengthen	VERB
ajeer-223	69	14	the	the	DET
ajeer-223	69	15	chances	chance	NOUN
ajeer-223	69	16	of	of	ADP
ajeer-223	69	17	improving	improve	VERB
ajeer-223	69	18	their	their	PRON
ajeer-223	69	19	financial	financial	ADJ
ajeer-223	69	20	position	position	NOUN
ajeer-223	69	21	.	.	PUNCT
ajeer-223	70	1	3	3	X
ajeer-223	70	2	.	.	X
ajeer-223	70	3	literature	literature	PROPN
ajeer-223	70	4	review	review	PROPN
ajeer-223	70	5	studies	study	NOUN
ajeer-223	70	6	regarding	regard	VERB
ajeer-223	70	7	to	to	ADP
ajeer-223	70	8	the	the	DET
ajeer-223	70	9	information	information	NOUN
ajeer-223	70	10	content	content	NOUN
ajeer-223	70	11	of	of	ADP
ajeer-223	70	12	open	open	ADJ
ajeer-223	70	13	interest	interest	NOUN
ajeer-223	70	14	and	and	CCONJ
ajeer-223	70	15	volume	volume	NOUN
ajeer-223	70	16	for	for	ADP
ajeer-223	70	17	futures	future	NOUN
ajeer-223	70	18	price	price	NOUN
ajeer-223	70	19	in	in	ADP
ajeer-223	70	20	commodity	commodity	NOUN
ajeer-223	70	21	futures	future	NOUN
ajeer-223	70	22	market	market	NOUN
ajeer-223	70	23	is	be	AUX
ajeer-223	70	24	limited	limit	VERB
ajeer-223	70	25	.	.	PUNCT
ajeer-223	71	1	franken	franken	PROPN
ajeer-223	71	2	and	and	CCONJ
ajeer-223	71	3	parcell	parcell	PROPN
ajeer-223	71	4	(	(	PUNCT
ajeer-223	71	5	2003	2003	NUM
ajeer-223	71	6	)	)	PUNCT
ajeer-223	71	7	examined	examine	VERB
ajeer-223	71	8	the	the	DET
ajeer-223	71	9	relationship	relationship	NOUN
ajeer-223	71	10	between	between	ADP
ajeer-223	71	11	closing	closing	NOUN
ajeer-223	71	12	price	price	NOUN
ajeer-223	71	13	and	and	CCONJ
ajeer-223	71	14	open	open	ADJ
ajeer-223	71	15	interest	interest	NOUN
ajeer-223	71	16	in	in	ADP
ajeer-223	71	17	indian	indian	ADJ
ajeer-223	71	18	stock	stock	NOUN
ajeer-223	71	19	index	index	NOUN
ajeer-223	71	20	futures	future	NOUN
ajeer-223	71	21	market	market	NOUN
ajeer-223	71	22	.	.	PUNCT
ajeer-223	72	1	the	the	DET
ajeer-223	72	2	results	result	NOUN
ajeer-223	72	3	show	show	VERB
ajeer-223	72	4	that	that	SCONJ
ajeer-223	72	5	the	the	DET
ajeer-223	72	6	information	information	NOUN
ajeer-223	72	7	of	of	ADP
ajeer-223	72	8	open	open	ADJ
ajeer-223	72	9	interest	interest	NOUN
ajeer-223	72	10	can	can	AUX
ajeer-223	72	11	be	be	AUX
ajeer-223	72	12	used	use	VERB
ajeer-223	72	13	to	to	PART
ajeer-223	72	14	predict	predict	VERB
ajeer-223	72	15	future	future	ADJ
ajeer-223	72	16	prices	price	NOUN
ajeer-223	72	17	in	in	ADP
ajeer-223	72	18	the	the	DET
ajeer-223	72	19	long	long	ADJ
ajeer-223	72	20	run	run	NOUN
ajeer-223	72	21	.	.	PUNCT
ajeer-223	73	1	moreover	moreover	ADV
ajeer-223	73	2	,	,	PUNCT
ajeer-223	73	3	the	the	DET
ajeer-223	73	4	long	long	ADV
ajeer-223	73	5	-	-	PUNCT
ajeer-223	73	6	run	run	VERB
ajeer-223	73	7	information	information	NOUN
ajeer-223	73	8	role	role	NOUN
ajeer-223	73	9	of	of	ADP
ajeer-223	73	10	open	open	ADJ
ajeer-223	73	11	interest	interest	NOUN
ajeer-223	73	12	is	be	AUX
ajeer-223	73	13	a	a	DET
ajeer-223	73	14	good	good	ADJ
ajeer-223	73	15	indicator	indicator	NOUN
ajeer-223	73	16	for	for	ADP
ajeer-223	73	17	the	the	DET
ajeer-223	73	18	usefulness	usefulness	NOUN
ajeer-223	73	19	of	of	ADP
ajeer-223	73	20	technical	technical	ADJ
ajeer-223	73	21	analysis	analysis	NOUN
ajeer-223	73	22	in	in	ADP
ajeer-223	73	23	markets	market	NOUN
ajeer-223	73	24	.	.	PUNCT
ajeer-223	74	1	bhuyan	bhuyan	PROPN
ajeer-223	74	2	and	and	CCONJ
ajeer-223	74	3	chaudhury	chaudhury	PROPN
ajeer-223	74	4	(	(	PUNCT
ajeer-223	74	5	2005	2005	NUM
ajeer-223	74	6	)	)	PUNCT
ajeer-223	74	7	investigated	investigate	VERB
ajeer-223	74	8	whether	whether	SCONJ
ajeer-223	74	9	options	option	NOUN
ajeer-223	74	10	open	open	VERB
ajeer-223	74	11	interest	interest	NOUN
ajeer-223	74	12	contains	contain	VERB
ajeer-223	74	13	information	information	NOUN
ajeer-223	74	14	that	that	PRON
ajeer-223	74	15	can	can	AUX
ajeer-223	74	16	be	be	AUX
ajeer-223	74	17	used	use	VERB
ajeer-223	74	18	for	for	ADP
ajeer-223	74	19	trading	trading	NOUN
ajeer-223	74	20	purposes	purpose	NOUN
ajeer-223	74	21	.	.	PUNCT
ajeer-223	75	1	regression	regression	NOUN
ajeer-223	75	2	results	result	NOUN
ajeer-223	75	3	indicate	indicate	VERB
ajeer-223	75	4	that	that	SCONJ
ajeer-223	75	5	the	the	DET
ajeer-223	75	6	prediction	prediction	NOUN
ajeer-223	75	7	of	of	ADP
ajeer-223	75	8	stock	stock	NOUN
ajeer-223	75	9	price	price	NOUN
ajeer-223	75	10	movement	movement	NOUN
ajeer-223	75	11	based	base	VERB
ajeer-223	75	12	on	on	ADP
ajeer-223	75	13	the	the	DET
ajeer-223	75	14	distribution	distribution	NOUN
ajeer-223	75	15	of	of	ADP
ajeer-223	75	16	options	option	NOUN
ajeer-223	75	17	open	open	VERB
ajeer-223	75	18	interest	interest	NOUN
ajeer-223	75	19	to	to	PART
ajeer-223	75	20	have	have	VERB
ajeer-223	75	21	reasonably	reasonably	ADV
ajeer-223	75	22	good	good	ADJ
ajeer-223	75	23	accuracy	accuracy	NOUN
ajeer-223	75	24	.	.	PUNCT
ajeer-223	76	1	the	the	DET
ajeer-223	76	2	open	open	ADJ
ajeer-223	76	3	interest	interest	NOUN
ajeer-223	76	4	based	base	VERB
ajeer-223	76	5	active	active	ADJ
ajeer-223	76	6	trading	trading	NOUN
ajeer-223	76	7	strategies	strategy	NOUN
ajeer-223	76	8	generate	generate	VERB
ajeer-223	76	9	better	well	ADJ
ajeer-223	76	10	returns	return	NOUN
ajeer-223	76	11	compared	compare	VERB
ajeer-223	76	12	to	to	ADP
ajeer-223	76	13	the	the	DET
ajeer-223	76	14	passive	passive	ADJ
ajeer-223	76	15	benchmarks	benchmark	NOUN
ajeer-223	76	16	.	.	PUNCT
ajeer-223	77	1	srivastava	srivastava	PROPN
ajeer-223	77	2	(	(	PUNCT
ajeer-223	77	3	2003	2003	NUM
ajeer-223	77	4	)	)	PUNCT
ajeer-223	77	5	used	use	VERB
ajeer-223	77	6	data	datum	NOUN
ajeer-223	77	7	from	from	ADP
ajeer-223	77	8	november2002	november2002	PROPN
ajeer-223	77	9	to	to	ADP
ajeer-223	77	10	february	february	PROPN
ajeer-223	77	11	2003	2003	NUM
ajeer-223	77	12	on	on	ADP
ajeer-223	77	13	15	15	NUM
ajeer-223	77	14	most	most	ADV
ajeer-223	77	15	liquid	liquid	ADJ
ajeer-223	77	16	stocks	stock	NOUN
ajeer-223	77	17	of	of	ADP
ajeer-223	77	18	nse	nse	NOUN
ajeer-223	77	19	and	and	CCONJ
ajeer-223	77	20	options	option	NOUN
ajeer-223	77	21	on	on	ADP
ajeer-223	77	22	them	they	PRON
ajeer-223	77	23	and	and	CCONJ
ajeer-223	77	24	analysed	analyse	VERB
ajeer-223	77	25	,	,	PUNCT
ajeer-223	77	26	using	use	VERB
ajeer-223	77	27	the	the	DET
ajeer-223	77	28	methodology	methodology	NOUN
ajeer-223	77	29	developed	develop	VERB
ajeer-223	77	30	by	by	ADP
ajeer-223	77	31	bhuyan	bhuyan	ADJ
ajeer-223	77	32	and	and	CCONJ
ajeer-223	77	33	chaudhury	chaudhury	PROPN
ajeer-223	77	34	(	(	PUNCT
ajeer-223	77	35	2005	2005	NUM
ajeer-223	77	36	)	)	PUNCT
ajeer-223	77	37	the	the	DET
ajeer-223	77	38	power	power	NOUN
ajeer-223	77	39	of	of	ADP
ajeer-223	77	40	open	open	ADJ
ajeer-223	77	41	-	-	PUNCT
ajeer-223	77	42	interest	interest	NOUN
ajeer-223	77	43	and	and	CCONJ
ajeer-223	77	44	volume	volume	NOUN
ajeer-223	77	45	to	to	PART
ajeer-223	77	46	predict	predict	VERB
ajeer-223	77	47	the	the	DET
ajeer-223	77	48	underlying	underlie	VERB
ajeer-223	77	49	spot	spot	NOUN
ajeer-223	77	50	price	price	NOUN
ajeer-223	77	51	.	.	PUNCT
ajeer-223	78	1	he	he	PRON
ajeer-223	78	2	found	find	VERB
ajeer-223	78	3	both	both	CCONJ
ajeer-223	78	4	the	the	DET
ajeer-223	78	5	variables	variable	NOUN
ajeer-223	78	6	to	to	PART
ajeer-223	78	7	have	have	VERB
ajeer-223	78	8	significant	significant	ADJ
ajeer-223	78	9	explanatory	explanatory	ADJ
ajeer-223	78	10	power	power	NOUN
ajeer-223	78	11	,	,	PUNCT
ajeer-223	78	12	while	while	SCONJ
ajeer-223	78	13	openinterest	openinterest	ADV
ajeer-223	78	14	being	be	AUX
ajeer-223	78	15	more	more	ADV
ajeer-223	78	16	significant	significant	ADJ
ajeer-223	78	17	.	.	PUNCT
ajeer-223	79	1	pathak	pathak	PROPN
ajeer-223	79	2	and	and	CCONJ
ajeer-223	79	3	rajesh	rajesh	PROPN
ajeer-223	79	4	(	(	PUNCT
ajeer-223	79	5	2010	2010	NUM
ajeer-223	79	6	)	)	PUNCT
ajeer-223	79	7	study	study	NOUN
ajeer-223	79	8	shows	show	VERB
ajeer-223	79	9	that	that	SCONJ
ajeer-223	79	10	both	both	DET
ajeer-223	79	11	net	net	ADJ
ajeer-223	79	12	open	open	ADJ
ajeer-223	79	13	interest	interest	NOUN
ajeer-223	79	14	and	and	CCONJ
ajeer-223	79	15	trading	trading	NOUN
ajeer-223	79	16	volume	volume	NOUN
ajeer-223	79	17	are	be	AUX
ajeer-223	79	18	relevant	relevant	ADJ
ajeer-223	79	19	for	for	ADP
ajeer-223	79	20	the	the	DET
ajeer-223	79	21	futures	future	NOUN
ajeer-223	79	22	return	return	NOUN
ajeer-223	79	23	.	.	PUNCT
ajeer-223	80	1	brieden	brieden	ADJ
ajeer-223	80	2	and	and	CCONJ
ajeer-223	80	3	lunn	lunn	PROPN
ajeer-223	80	4	(	(	PUNCT
ajeer-223	80	5	2009	2009	NUM
ajeer-223	80	6	)	)	PUNCT
ajeer-223	80	7	investigated	investigate	VERB
ajeer-223	80	8	the	the	DET
ajeer-223	80	9	effects	effect	NOUN
ajeer-223	80	10	of	of	ADP
ajeer-223	80	11	open	open	ADJ
ajeer-223	80	12	interest	interest	NOUN
ajeer-223	80	13	and	and	CCONJ
ajeer-223	80	14	trading	trading	NOUN
ajeer-223	80	15	volume	volume	NOUN
ajeer-223	80	16	on	on	ADP
ajeer-223	80	17	the	the	DET
ajeer-223	80	18	future	future	ADJ
ajeer-223	80	19	stock	stock	NOUN
ajeer-223	80	20	price	price	NOUN
ajeer-223	80	21	for	for	ADP
ajeer-223	80	22	the	the	DET
ajeer-223	80	23	spx	spx	PROPN
ajeer-223	80	24	index	index	NOUN
ajeer-223	80	25	derivative	derivative	ADJ
ajeer-223	80	26	market	market	NOUN
ajeer-223	80	27	and	and	CCONJ
ajeer-223	80	28	found	find	VERB
ajeer-223	80	29	that	that	SCONJ
ajeer-223	80	30	the	the	DET
ajeer-223	80	31	open	open	ADJ
ajeer-223	80	32	interest	interest	NOUN
ajeer-223	80	33	variables	variable	NOUN
ajeer-223	80	34	were	be	AUX
ajeer-223	80	35	significant	significant	ADJ
ajeer-223	80	36	and	and	CCONJ
ajeer-223	80	37	the	the	DET
ajeer-223	80	38	trading	trading	NOUN
ajeer-223	80	39	volume	volume	NOUN
ajeer-223	80	40	variables	variable	NOUN
ajeer-223	80	41	were	be	AUX
ajeer-223	80	42	not	not	PART
ajeer-223	80	43	.	.	PUNCT
ajeer-223	81	1	gulati	gulati	PROPN
ajeer-223	81	2	(	(	PUNCT
ajeer-223	81	3	2012	2012	NUM
ajeer-223	81	4	)	)	PUNCT
ajeer-223	81	5	examined	examine	VERB
ajeer-223	81	6	the	the	DET
ajeer-223	81	7	relationship	relationship	NOUN
ajeer-223	81	8	between	between	ADP
ajeer-223	81	9	closing	closing	NOUN
ajeer-223	81	10	price	price	NOUN
ajeer-223	81	11	and	and	CCONJ
ajeer-223	81	12	open	open	ADJ
ajeer-223	81	13	interest	interest	NOUN
ajeer-223	81	14	in	in	ADP
ajeer-223	81	15	indian	indian	ADJ
ajeer-223	81	16	stock	stock	NOUN
ajeer-223	81	17	index	index	NOUN
ajeer-223	81	18	futures	future	NOUN
ajeer-223	81	19	market	market	NOUN
ajeer-223	81	20	.	.	PUNCT
ajeer-223	82	1	the	the	DET
ajeer-223	82	2	evidence	evidence	NOUN
ajeer-223	82	3	of	of	ADP
ajeer-223	82	4	granger	granger	PROPN
ajeer-223	82	5	causality	causality	PROPN
ajeer-223	82	6	shows	show	VERB
ajeer-223	82	7	that	that	SCONJ
ajeer-223	82	8	the	the	DET
ajeer-223	82	9	information	information	NOUN
ajeer-223	82	10	of	of	ADP
ajeer-223	82	11	open	open	ADJ
ajeer-223	82	12	interest	interest	NOUN
ajeer-223	82	13	can	can	AUX
ajeer-223	82	14	be	be	AUX
ajeer-223	82	15	used	use	VERB
ajeer-223	82	16	to	to	PART
ajeer-223	82	17	predict	predict	VERB
ajeer-223	82	18	future	future	ADJ
ajeer-223	82	19	prices	price	NOUN
ajeer-223	82	20	in	in	ADP
ajeer-223	82	21	the	the	DET
ajeer-223	82	22	long	long	ADJ
ajeer-223	82	23	run	run	NOUN
ajeer-223	82	24	.	.	PUNCT
ajeer-223	83	1	moreover	moreover	ADV
ajeer-223	83	2	,	,	PUNCT
ajeer-223	83	3	the	the	DET
ajeer-223	83	4	long	long	ADV
ajeer-223	83	5	-	-	PUNCT
ajeer-223	83	6	run	run	VERB
ajeer-223	83	7	information	information	NOUN
ajeer-223	83	8	role	role	NOUN
ajeer-223	83	9	of	of	ADP
ajeer-223	83	10	open	open	ADJ
ajeer-223	83	11	interest	interest	NOUN
ajeer-223	83	12	is	be	AUX
ajeer-223	83	13	a	a	DET
ajeer-223	83	14	good	good	ADJ
ajeer-223	83	15	indicator	indicator	NOUN
ajeer-223	83	16	for	for	ADP
ajeer-223	83	17	the	the	DET
ajeer-223	83	18	usefulness	usefulness	NOUN
ajeer-223	83	19	of	of	ADP
ajeer-223	83	20	a	a	DET
ajeer-223	83	21	technical	technical	ADJ
ajeer-223	83	22	analysis	analysis	NOUN
ajeer-223	83	23	in	in	ADP
ajeer-223	83	24	future	future	ADJ
ajeer-223	83	25	markets	market	NOUN
ajeer-223	83	26	.	.	PUNCT
ajeer-223	84	1	suhashini	suhashini	NOUN
ajeer-223	84	2	and	and	CCONJ
ajeer-223	84	3	chandrasekar	chandrasekar	PROPN
ajeer-223	84	4	(	(	PUNCT
ajeer-223	84	5	2013	2013	NUM
ajeer-223	84	6	)	)	PUNCT
ajeer-223	84	7	empirically	empirically	ADV
ajeer-223	84	8	tested	test	VERB
ajeer-223	84	9	the	the	DET
ajeer-223	84	10	price	price	NOUN
ajeer-223	84	11	,	,	PUNCT
ajeer-223	84	12	volume	volume	NOUN
ajeer-223	84	13	and	and	CCONJ
ajeer-223	84	14	open	open	VERB
ajeer-223	84	15	interest	interest	NOUN
ajeer-223	84	16	for	for	ADP
ajeer-223	84	17	futures	future	NOUN
ajeer-223	84	18	currency	currency	NOUN
ajeer-223	84	19	pairs	pair	NOUN
ajeer-223	84	20	.	.	PUNCT
ajeer-223	85	1	they	they	PRON
ajeer-223	85	2	tested	test	VERB
ajeer-223	85	3	the	the	DET
ajeer-223	85	4	relationship	relationship	NOUN
ajeer-223	85	5	between	between	ADP
ajeer-223	85	6	change	change	NOUN
ajeer-223	85	7	in	in	ADP
ajeer-223	85	8	future	future	ADJ
ajeer-223	85	9	return	return	NOUN
ajeer-223	85	10	on	on	ADP
ajeer-223	85	11	change	change	NOUN
ajeer-223	85	12	in	in	ADP
ajeer-223	85	13	volume	volume	NOUN
ajeer-223	85	14	,	,	PUNCT
ajeer-223	85	15	change	change	NOUN
ajeer-223	85	16	in	in	ADP
ajeer-223	85	17	volume	volume	NOUN
ajeer-223	85	18	on	on	ADP
ajeer-223	85	19	change	change	NOUN
ajeer-223	85	20	in	in	ADP
ajeer-223	85	21	open	open	ADJ
ajeer-223	85	22	interest	interest	NOUN
ajeer-223	85	23	,	,	PUNCT
ajeer-223	85	24	change	change	NOUN
ajeer-223	85	25	in	in	ADP
ajeer-223	85	26	future	future	ADJ
ajeer-223	85	27	price	price	NOUN
ajeer-223	85	28	on	on	ADP
ajeer-223	85	29	change	change	NOUN
ajeer-223	85	30	in	in	ADP
ajeer-223	85	31	spot	spot	NOUN
ajeer-223	85	32	price	price	NOUN
ajeer-223	85	33	by	by	ADP
ajeer-223	85	34	granger	granger	PROPN
ajeer-223	85	35	causality	causality	PROPN
ajeer-223	85	36	test	test	NOUN
ajeer-223	85	37	.	.	PUNCT
ajeer-223	86	1	the	the	DET
ajeer-223	86	2	results	result	NOUN
ajeer-223	86	3	show	show	VERB
ajeer-223	86	4	that	that	SCONJ
ajeer-223	86	5	most	most	ADJ
ajeer-223	86	6	of	of	ADP
ajeer-223	86	7	the	the	DET
ajeer-223	86	8	variables	variable	NOUN
ajeer-223	86	9	have	have	VERB
ajeer-223	86	10	bidirectional	bidirectional	ADJ
ajeer-223	86	11	causality	causality	NOUN
ajeer-223	86	12	at	at	ADP
ajeer-223	86	13	all	all	DET
ajeer-223	86	14	lags	lag	NOUN
ajeer-223	86	15	and	and	CCONJ
ajeer-223	86	16	some	some	PRON
ajeer-223	86	17	have	have	VERB
ajeer-223	86	18	unidirectional	unidirectional	ADJ
ajeer-223	86	19	causality	causality	NOUN
ajeer-223	86	20	.	.	PUNCT
ajeer-223	87	1	asian	asian	ADJ
ajeer-223	87	2	journal	journal	PROPN
ajeer-223	87	3	of	of	ADP
ajeer-223	87	4	economics	economic	NOUN
ajeer-223	87	5	and	and	CCONJ
ajeer-223	87	6	empirical	empirical	ADJ
ajeer-223	87	7	research	research	NOUN
ajeer-223	87	8	,	,	PUNCT
ajeer-223	87	9	2016	2016	NUM
ajeer-223	87	10	,	,	PUNCT
ajeer-223	87	11	3(2	3(2	NUM
ajeer-223	87	12	):	):	PUNCT
ajeer-223	87	13	156	156	NUM
ajeer-223	87	14	-	-	SYM
ajeer-223	87	15	162	162	NUM
ajeer-223	87	16	158	158	NUM
ajeer-223	87	17	4	4	NUM
ajeer-223	87	18	.	.	PUNCT
ajeer-223	88	1	data	datum	NOUN
ajeer-223	88	2	and	and	CCONJ
ajeer-223	88	3	methodology	methodology	NOUN
ajeer-223	88	4	the	the	DET
ajeer-223	88	5	present	present	ADJ
ajeer-223	88	6	study	study	NOUN
ajeer-223	88	7	empirically	empirically	ADV
ajeer-223	88	8	examines	examine	VERB
ajeer-223	88	9	the	the	DET
ajeer-223	88	10	importance	importance	NOUN
ajeer-223	88	11	of	of	ADP
ajeer-223	88	12	open	open	ADJ
ajeer-223	88	13	interest	interest	NOUN
ajeer-223	88	14	and	and	CCONJ
ajeer-223	88	15	trading	trading	NOUN
ajeer-223	88	16	volume	volume	NOUN
ajeer-223	88	17	on	on	ADP
ajeer-223	88	18	futures	future	NOUN
ajeer-223	88	19	price	price	NOUN
ajeer-223	88	20	determination	determination	NOUN
ajeer-223	88	21	.	.	PUNCT
ajeer-223	89	1	open	open	ADJ
ajeer-223	89	2	interest	interest	NOUN
ajeer-223	89	3	,	,	PUNCT
ajeer-223	89	4	trading	trading	NOUN
ajeer-223	89	5	volume	volume	NOUN
ajeer-223	89	6	and	and	CCONJ
ajeer-223	89	7	futures	future	NOUN
ajeer-223	89	8	price	price	NOUN
ajeer-223	89	9	data	datum	NOUN
ajeer-223	89	10	of	of	ADP
ajeer-223	89	11	rubber	rubber	NOUN
ajeer-223	89	12	and	and	CCONJ
ajeer-223	89	13	pepper	pepper	NOUN
ajeer-223	89	14	collected	collect	VERB
ajeer-223	89	15	from	from	ADP
ajeer-223	89	16	historical	historical	ADJ
ajeer-223	89	17	data	datum	NOUN
ajeer-223	89	18	set	set	VERB
ajeer-223	89	19	of	of	ADP
ajeer-223	89	20	nmce	nmce	NOUN
ajeer-223	89	21	(	(	PUNCT
ajeer-223	89	22	national	national	PROPN
ajeer-223	89	23	multi	multi	PROPN
ajeer-223	89	24	commodity	commodity	PROPN
ajeer-223	89	25	exchange	exchange	PROPN
ajeer-223	89	26	)	)	PUNCT
ajeer-223	89	27	kochi	kochi	NOUN
ajeer-223	89	28	and	and	CCONJ
ajeer-223	89	29	ncdex	ncdex	NOUN
ajeer-223	89	30	(	(	PUNCT
ajeer-223	89	31	national	national	ADJ
ajeer-223	89	32	commodity	commodity	NOUN
ajeer-223	89	33	&	&	CCONJ
ajeer-223	89	34	derivatives	derivative	NOUN
ajeer-223	89	35	exchange	exchange	NOUN
ajeer-223	89	36	limited	limited	ADJ
ajeer-223	89	37	)	)	PUNCT
ajeer-223	89	38	.	.	PUNCT
ajeer-223	90	1	period	period	NOUN
ajeer-223	90	2	taken	take	VERB
ajeer-223	90	3	for	for	ADP
ajeer-223	90	4	the	the	DET
ajeer-223	90	5	study	study	NOUN
ajeer-223	90	6	for	for	ADP
ajeer-223	90	7	rubber	rubber	NOUN
ajeer-223	90	8	is	be	AUX
ajeer-223	90	9	from	from	ADP
ajeer-223	90	10	january	january	PROPN
ajeer-223	90	11	1	1	NUM
ajeer-223	90	12	,	,	PUNCT
ajeer-223	90	13	2008	2008	NUM
ajeer-223	90	14	–	–	PUNCT
ajeer-223	90	15	14	14	NUM
ajeer-223	90	16	september	september	PROPN
ajeer-223	90	17	2013	2013	NUM
ajeer-223	90	18	and	and	CCONJ
ajeer-223	90	19	for	for	ADP
ajeer-223	90	20	pepper	pepper	NOUN
ajeer-223	90	21	january	january	PROPN
ajeer-223	90	22	2008	2008	NUM
ajeer-223	90	23	to	to	ADP
ajeer-223	90	24	december	december	PROPN
ajeer-223	90	25	2013	2013	NUM
ajeer-223	90	26	.	.	PUNCT
ajeer-223	91	1	the	the	DET
ajeer-223	91	2	present	present	ADJ
ajeer-223	91	3	study	study	NOUN
ajeer-223	91	4	makes	make	VERB
ajeer-223	91	5	use	use	NOUN
ajeer-223	91	6	of	of	ADP
ajeer-223	91	7	ols	ol	NOUN
ajeer-223	91	8	(	(	PUNCT
ajeer-223	91	9	ordinary	ordinary	ADJ
ajeer-223	91	10	least	least	ADJ
ajeer-223	91	11	square	square	ADJ
ajeer-223	91	12	)	)	PUNCT
ajeer-223	91	13	methods	method	NOUN
ajeer-223	91	14	to	to	PART
ajeer-223	91	15	carry	carry	VERB
ajeer-223	91	16	out	out	ADP
ajeer-223	91	17	the	the	DET
ajeer-223	91	18	empirical	empirical	ADJ
ajeer-223	91	19	analysis	analysis	NOUN
ajeer-223	91	20	.	.	PUNCT
ajeer-223	92	1	we	we	PRON
ajeer-223	92	2	use	use	VERB
ajeer-223	92	3	the	the	DET
ajeer-223	92	4	following	follow	VERB
ajeer-223	92	5	methodology	methodology	NOUN
ajeer-223	92	6	for	for	ADP
ajeer-223	92	7	our	our	PRON
ajeer-223	92	8	empirical	empirical	ADJ
ajeer-223	92	9	analysis	analysis	NOUN
ajeer-223	92	10	:	:	PUNCT
ajeer-223	92	11	first	first	ADV
ajeer-223	92	12	we	we	PRON
ajeer-223	92	13	calculate	calculate	VERB
ajeer-223	92	14	the	the	DET
ajeer-223	92	15	descriptive	descriptive	ADJ
ajeer-223	92	16	statistics	statistic	NOUN
ajeer-223	92	17	for	for	ADP
ajeer-223	92	18	all	all	DET
ajeer-223	92	19	the	the	DET
ajeer-223	92	20	variables	variable	NOUN
ajeer-223	92	21	.	.	PUNCT
ajeer-223	93	1	in	in	SCONJ
ajeer-223	93	2	order	order	NOUN
ajeer-223	93	3	to	to	PART
ajeer-223	93	4	examine	examine	VERB
ajeer-223	93	5	the	the	DET
ajeer-223	93	6	informational	informational	ADJ
ajeer-223	93	7	content	content	NOUN
ajeer-223	93	8	of	of	ADP
ajeer-223	93	9	open	open	ADJ
ajeer-223	93	10	interest	interest	NOUN
ajeer-223	93	11	and	and	CCONJ
ajeer-223	93	12	trading	trading	NOUN
ajeer-223	93	13	volume	volume	NOUN
ajeer-223	93	14	on	on	ADP
ajeer-223	93	15	futures	future	NOUN
ajeer-223	93	16	price	price	NOUN
ajeer-223	93	17	ols	ol	NOUN
ajeer-223	93	18	method	method	NOUN
ajeer-223	93	19	is	be	AUX
ajeer-223	93	20	used	use	VERB
ajeer-223	93	21	.	.	PUNCT
ajeer-223	94	1	before	before	ADP
ajeer-223	94	2	going	go	VERB
ajeer-223	94	3	to	to	PART
ajeer-223	94	4	use	use	VERB
ajeer-223	94	5	ols	ol	NOUN
ajeer-223	94	6	technique	technique	NOUN
ajeer-223	94	7	one	one	PRON
ajeer-223	94	8	should	should	AUX
ajeer-223	94	9	test	test	VERB
ajeer-223	94	10	the	the	DET
ajeer-223	94	11	stationary	stationary	ADJ
ajeer-223	94	12	properties	property	NOUN
ajeer-223	94	13	of	of	ADP
ajeer-223	94	14	the	the	DET
ajeer-223	94	15	variable	variable	NOUN
ajeer-223	94	16	in	in	ADP
ajeer-223	94	17	the	the	DET
ajeer-223	94	18	case	case	NOUN
ajeer-223	94	19	of	of	ADP
ajeer-223	94	20	time	time	NOUN
ajeer-223	94	21	series	series	PROPN
ajeer-223	94	22	data	data	PROPN
ajeer-223	94	23	.	.	PUNCT
ajeer-223	95	1	as	as	SCONJ
ajeer-223	95	2	our	our	PRON
ajeer-223	95	3	data	data	NOUN
ajeer-223	95	4	is	be	AUX
ajeer-223	95	5	time	time	NOUN
ajeer-223	95	6	series	series	NOUN
ajeer-223	95	7	in	in	ADP
ajeer-223	95	8	nature	nature	NOUN
ajeer-223	95	9	,	,	PUNCT
ajeer-223	95	10	the	the	DET
ajeer-223	95	11	study	study	NOUN
ajeer-223	95	12	needs	need	VERB
ajeer-223	95	13	to	to	PART
ajeer-223	95	14	test	test	VERB
ajeer-223	95	15	stationarity	stationarity	NOUN
ajeer-223	95	16	property	property	NOUN
ajeer-223	95	17	of	of	ADP
ajeer-223	95	18	the	the	DET
ajeer-223	95	19	variables	variable	NOUN
ajeer-223	95	20	using	use	VERB
ajeer-223	95	21	unit	unit	NOUN
ajeer-223	95	22	root	root	NOUN
ajeer-223	95	23	test	test	NOUN
ajeer-223	95	24	,	,	PUNCT
ajeer-223	95	25	namely	namely	ADV
ajeer-223	95	26	dickey	dickey	NOUN
ajeer-223	95	27	and	and	CCONJ
ajeer-223	95	28	fuller	full	ADJ
ajeer-223	95	29	(	(	PUNCT
ajeer-223	95	30	1979	1979	NUM
ajeer-223	95	31	)	)	PUNCT
ajeer-223	95	32	unit	unit	NOUN
ajeer-223	95	33	root	root	NOUN
ajeer-223	95	34	test	test	NOUN
ajeer-223	95	35	to	to	PART
ajeer-223	95	36	avoid	avoid	VERB
ajeer-223	95	37	the	the	DET
ajeer-223	95	38	spurious	spurious	ADJ
ajeer-223	95	39	regression	regression	NOUN
ajeer-223	95	40	results	result	NOUN
ajeer-223	95	41	.	.	PUNCT
ajeer-223	96	1	time	time	NOUN
ajeer-223	96	2	series	series	PROPN
ajeer-223	96	3	stationarity	stationarity	PROPN
ajeer-223	96	4	is	be	AUX
ajeer-223	96	5	a	a	DET
ajeer-223	96	6	statistical	statistical	ADJ
ajeer-223	96	7	characteristic	characteristic	NOUN
ajeer-223	96	8	of	of	ADP
ajeer-223	96	9	a	a	DET
ajeer-223	96	10	series	series	NOUN
ajeer-223	96	11	’	'	PUNCT
ajeer-223	96	12	mean	mean	NOUN
ajeer-223	96	13	and	and	CCONJ
ajeer-223	96	14	variance	variance	NOUN
ajeer-223	96	15	over	over	ADP
ajeer-223	96	16	time	time	NOUN
ajeer-223	96	17	.	.	PUNCT
ajeer-223	97	1	if	if	SCONJ
ajeer-223	97	2	both	both	PRON
ajeer-223	97	3	are	be	AUX
ajeer-223	97	4	constant	constant	ADJ
ajeer-223	97	5	over	over	ADP
ajeer-223	97	6	time	time	NOUN
ajeer-223	97	7	,	,	PUNCT
ajeer-223	97	8	then	then	ADV
ajeer-223	97	9	the	the	DET
ajeer-223	97	10	series	series	NOUN
ajeer-223	97	11	is	be	AUX
ajeer-223	97	12	said	say	VERB
ajeer-223	97	13	to	to	PART
ajeer-223	97	14	be	be	AUX
ajeer-223	97	15	a	a	DET
ajeer-223	97	16	stationary	stationary	ADJ
ajeer-223	97	17	process	process	NOUN
ajeer-223	97	18	(	(	PUNCT
ajeer-223	97	19	i.e.	i.e.	X
ajeer-223	97	20	is	be	AUX
ajeer-223	97	21	not	not	PART
ajeer-223	97	22	a	a	DET
ajeer-223	97	23	random	random	ADJ
ajeer-223	97	24	walk	walk	NOUN
ajeer-223	97	25	/	/	PUNCT
ajeer-223	97	26	has	have	VERB
ajeer-223	97	27	no	no	DET
ajeer-223	97	28	unit	unit	NOUN
ajeer-223	97	29	root	root	NOUN
ajeer-223	97	30	)	)	PUNCT
ajeer-223	97	31	,	,	PUNCT
ajeer-223	97	32	otherwise	otherwise	ADV
ajeer-223	97	33	,	,	PUNCT
ajeer-223	97	34	the	the	DET
ajeer-223	97	35	series	series	NOUN
ajeer-223	97	36	is	be	AUX
ajeer-223	97	37	described	describe	VERB
ajeer-223	97	38	as	as	ADP
ajeer-223	97	39	being	be	AUX
ajeer-223	97	40	a	a	DET
ajeer-223	97	41	non	non	ADJ
ajeer-223	97	42	-	-	ADJ
ajeer-223	97	43	stationary	stationary	ADJ
ajeer-223	97	44	process	process	NOUN
ajeer-223	97	45	(	(	PUNCT
ajeer-223	97	46	i.e.	i.e.	X
ajeer-223	97	47	a	a	DET
ajeer-223	97	48	random	random	ADJ
ajeer-223	97	49	walk	walk	NOUN
ajeer-223	97	50	/	/	PUNCT
ajeer-223	97	51	has	have	VERB
ajeer-223	97	52	unit	unit	NOUN
ajeer-223	97	53	root	root	NOUN
ajeer-223	97	54	)	)	PUNCT
ajeer-223	97	55	.	.	PUNCT
ajeer-223	98	1	differencing	difference	VERB
ajeer-223	98	2	techniques	technique	NOUN
ajeer-223	98	3	are	be	AUX
ajeer-223	98	4	normally	normally	ADV
ajeer-223	98	5	used	use	VERB
ajeer-223	98	6	to	to	PART
ajeer-223	98	7	transform	transform	VERB
ajeer-223	98	8	a	a	DET
ajeer-223	98	9	time	time	NOUN
ajeer-223	98	10	series	series	NOUN
ajeer-223	98	11	from	from	ADP
ajeer-223	98	12	a	a	DET
ajeer-223	98	13	non	non	ADJ
ajeer-223	98	14	-	-	ADJ
ajeer-223	98	15	stationary	stationary	ADJ
ajeer-223	98	16	to	to	PART
ajeer-223	98	17	stationary	stationary	NOUN
ajeer-223	98	18	by	by	ADP
ajeer-223	98	19	subtracting	subtract	VERB
ajeer-223	98	20	each	each	DET
ajeer-223	98	21	datum	datum	NOUN
ajeer-223	98	22	in	in	ADP
ajeer-223	98	23	a	a	DET
ajeer-223	98	24	series	series	NOUN
ajeer-223	98	25	from	from	ADP
ajeer-223	98	26	its	its	PRON
ajeer-223	98	27	predecessor	predecessor	NOUN
ajeer-223	98	28	.	.	PUNCT
ajeer-223	99	1	for	for	ADP
ajeer-223	99	2	our	our	PRON
ajeer-223	99	3	purpose	purpose	NOUN
ajeer-223	99	4	here	here	ADV
ajeer-223	99	5	,	,	PUNCT
ajeer-223	99	6	since	since	SCONJ
ajeer-223	99	7	we	we	PRON
ajeer-223	99	8	will	will	AUX
ajeer-223	99	9	difference	difference	VERB
ajeer-223	99	10	our	our	PRON
ajeer-223	99	11	series	series	NOUN
ajeer-223	99	12	once	once	ADV
ajeer-223	99	13	,	,	PUNCT
ajeer-223	99	14	there	there	PRON
ajeer-223	99	15	is	be	VERB
ajeer-223	99	16	one	one	NUM
ajeer-223	99	17	unit	unit	NOUN
ajeer-223	99	18	root	root	NOUN
ajeer-223	99	19	,	,	PUNCT
ajeer-223	99	20	so	so	SCONJ
ajeer-223	99	21	it	it	PRON
ajeer-223	99	22	is	be	AUX
ajeer-223	99	23	i	i	PRON
ajeer-223	99	24	(	(	PUNCT
ajeer-223	99	25	1	1	X
ajeer-223	99	26	)	)	PUNCT
ajeer-223	99	27	series	series	NOUN
ajeer-223	99	28	.	.	PUNCT
ajeer-223	100	1	the	the	DET
ajeer-223	100	2	commonly	commonly	ADV
ajeer-223	100	3	used	use	VERB
ajeer-223	100	4	methods	method	NOUN
ajeer-223	100	5	to	to	PART
ajeer-223	100	6	test	test	VERB
ajeer-223	100	7	for	for	ADP
ajeer-223	100	8	the	the	DET
ajeer-223	100	9	presence	presence	NOUN
ajeer-223	100	10	of	of	ADP
ajeer-223	100	11	unit	unit	NOUN
ajeer-223	100	12	roots	root	NOUN
ajeer-223	100	13	are	be	AUX
ajeer-223	100	14	the	the	DET
ajeer-223	100	15	augmented	augment	VERB
ajeer-223	100	16	dickey	dickey	NOUN
ajeer-223	100	17	-	-	PUNCT
ajeer-223	100	18	fuller	full	ADJ
ajeer-223	100	19	(	(	PUNCT
ajeer-223	100	20	adf	adf	NOUN
ajeer-223	100	21	)	)	PUNCT
ajeer-223	100	22	tests	test	NOUN
ajeer-223	100	23	(	(	PUNCT
ajeer-223	100	24	dickey	dickey	NOUN
ajeer-223	100	25	and	and	CCONJ
ajeer-223	100	26	fuller	full	ADJ
ajeer-223	100	27	,	,	PUNCT
ajeer-223	100	28	1979	1979	NUM
ajeer-223	100	29	)	)	PUNCT
ajeer-223	100	30	.	.	PUNCT
ajeer-223	101	1	the	the	DET
ajeer-223	101	2	test	test	NOUN
ajeer-223	101	3	is	be	AUX
ajeer-223	101	4	as	as	SCONJ
ajeer-223	101	5	follows	follow	VERB
ajeer-223	101	6	:	:	PUNCT
ajeer-223	101	7	∆yt=	∆yt=	PROPN
ajeer-223	102	1	β1	β1	VERB
ajeer-223	102	2	+	+	CCONJ
ajeer-223	102	3	β2t+	β2t+	VERB
ajeer-223	102	4	yt-1	yt-1	X
ajeer-223	102	5	+	+	NUM
ajeer-223	102	6	αi∑	αi∑	PROPN
ajeer-223	102	7	yt−i	yt−i	NOUN
ajeer-223	102	8	+	+	CCONJ
ajeer-223	102	9	ut	ut	PROPN
ajeer-223	102	10	(	(	PUNCT
ajeer-223	102	11	1	1	NUM
ajeer-223	102	12	)	)	PUNCT
ajeer-223	102	13	where	where	SCONJ
ajeer-223	102	14	∆	∆	PROPN
ajeer-223	102	15	is	be	AUX
ajeer-223	102	16	difference	difference	NOUN
ajeer-223	102	17	operator	operator	NOUN
ajeer-223	102	18	,	,	PUNCT
ajeer-223	102	19	β1	β1	PROPN
ajeer-223	102	20	the	the	DET
ajeer-223	102	21	intercept	intercept	NOUN
ajeer-223	102	22	,	,	PUNCT
ajeer-223	102	23	t	t	PROPN
ajeer-223	102	24	is	be	AUX
ajeer-223	102	25	time	time	NOUN
ajeer-223	102	26	or	or	CCONJ
ajeer-223	102	27	trend	trend	NOUN
ajeer-223	102	28	value	value	NOUN
ajeer-223	102	29	(	(	PUNCT
ajeer-223	102	30	t=1	t=1	PROPN
ajeer-223	102	31	,	,	PUNCT
ajeer-223	102	32	2	2	NUM
ajeer-223	102	33	,	,	PUNCT
ajeer-223	102	34	3	3	NUM
ajeer-223	102	35	,	,	PUNCT
ajeer-223	102	36	.	.	PUNCT
ajeer-223	102	37	.	.	PUNCT
ajeer-223	103	1	.,t	.,t	PUNCT
ajeer-223	103	2	)	)	PUNCT
ajeer-223	103	3	that	that	PRON
ajeer-223	103	4	yt	yt	VERB
ajeer-223	103	5	contain	contain	NOUN
ajeer-223	103	6	.	.	PUNCT
ajeer-223	104	1	this	this	PRON
ajeer-223	104	2	we	we	PRON
ajeer-223	104	3	added	add	VERB
ajeer-223	104	4	to	to	ADP
ajeer-223	104	5	the	the	DET
ajeer-223	104	6	equation	equation	NOUN
ajeer-223	104	7	as	as	ADP
ajeer-223	104	8	a	a	DET
ajeer-223	104	9	variable	variable	NOUN
ajeer-223	104	10	with	with	ADP
ajeer-223	104	11	coefficient.yt−1	coefficient.yt−1	PROPN
ajeer-223	104	12	is	be	AUX
ajeer-223	104	13	lag	lag	NOUN
ajeer-223	104	14	of	of	ADP
ajeer-223	104	15	dependent	dependent	ADJ
ajeer-223	104	16	variable	variable	NOUN
ajeer-223	104	17	which	which	PRON
ajeer-223	104	18	included	include	VERB
ajeer-223	104	19	in	in	ADP
ajeer-223	104	20	the	the	DET
ajeer-223	104	21	equation	equation	NOUN
ajeer-223	104	22	to	to	PART
ajeer-223	104	23	avoid	avoid	VERB
ajeer-223	104	24	the	the	DET
ajeer-223	104	25	problem	problem	NOUN
ajeer-223	104	26	of	of	ADP
ajeer-223	104	27	serial	serial	ADJ
ajeer-223	104	28	correlation	correlation	NOUN
ajeer-223	104	29	.	.	PUNCT
ajeer-223	105	1	here	here	ADV
ajeer-223	105	2	ut	ut	PROPN
ajeer-223	105	3	is	be	AUX
ajeer-223	105	4	error	error	NOUN
ajeer-223	105	5	term	term	NOUN
ajeer-223	105	6	and	and	CCONJ
ajeer-223	105	7	is	be	AUX
ajeer-223	105	8	coefficients	coefficient	NOUN
ajeer-223	105	9	of	of	ADP
ajeer-223	105	10	dependent	dependent	ADJ
ajeer-223	105	11	variable	variable	NOUN
ajeer-223	105	12	.	.	PUNCT
ajeer-223	106	1	the	the	DET
ajeer-223	106	2	null	null	ADJ
ajeer-223	106	3	hypothesis	hypothesis	NOUN
ajeer-223	106	4	is	be	AUX
ajeer-223	106	5	that	that	SCONJ
ajeer-223	106	6	yt	yt	NOUN
ajeer-223	106	7	contain	contain	VERB
ajeer-223	106	8	a	a	DET
ajeer-223	106	9	unit	unit	NOUN
ajeer-223	106	10	root	root	NOUN
ajeer-223	106	11	(	(	PUNCT
ajeer-223	106	12	non	non	ADJ
ajeer-223	106	13	-	-	ADJ
ajeer-223	106	14	stationary	stationary	ADJ
ajeer-223	106	15	)	)	PUNCT
ajeer-223	106	16	and	and	CCONJ
ajeer-223	106	17	the	the	DET
ajeer-223	106	18	alternative	alternative	ADJ
ajeer-223	106	19	hypothesis	hypothesis	NOUN
ajeer-223	106	20	is	be	AUX
ajeer-223	106	21	that	that	SCONJ
ajeer-223	106	22	yt	yt	PROPN
ajeer-223	106	23	is	be	AUX
ajeer-223	106	24	stationary	stationary	ADJ
ajeer-223	106	25	.	.	PUNCT
ajeer-223	107	1	the	the	DET
ajeer-223	107	2	decision	decision	NOUN
ajeer-223	107	3	rule	rule	NOUN
ajeer-223	107	4	of	of	ADP
ajeer-223	107	5	dickey	dickey	PROPN
ajeer-223	107	6	fuller	full	ADJ
ajeer-223	107	7	test	test	NOUN
ajeer-223	107	8	is	be	AUX
ajeer-223	107	9	based	base	VERB
ajeer-223	107	10	on	on	ADP
ajeer-223	107	11	the	the	DET
ajeer-223	107	12	estimate	estimate	NOUN
ajeer-223	107	13	of	of	ADP
ajeer-223	107	14	.	.	PUNCT
ajeer-223	108	1	if	if	SCONJ
ajeer-223	108	2	the	the	DET
ajeer-223	108	3	estimated	estimate	VERB
ajeer-223	108	4	is	be	AUX
ajeer-223	108	5	statistically	statistically	ADV
ajeer-223	108	6	less	less	ADJ
ajeer-223	108	7	than	than	ADP
ajeer-223	108	8	zero	zero	NUM
ajeer-223	108	9	then	then	ADV
ajeer-223	108	10	we	we	PRON
ajeer-223	108	11	reject	reject	VERB
ajeer-223	108	12	null	null	ADJ
ajeer-223	108	13	hypothesis	hypothesis	NOUN
ajeer-223	108	14	of	of	ADP
ajeer-223	108	15	non	non	ADJ
ajeer-223	108	16	-	-	NOUN
ajeer-223	108	17	stationarity	stationarity	NOUN
ajeer-223	108	18	.	.	PUNCT
ajeer-223	109	1	if	if	SCONJ
ajeer-223	109	2	the	the	DET
ajeer-223	109	3	estimated	estimate	VERB
ajeer-223	109	4	is	be	AUX
ajeer-223	109	5	not	not	PART
ajeer-223	109	6	significantly	significantly	ADV
ajeer-223	109	7	less	less	ADJ
ajeer-223	109	8	than	than	ADP
ajeer-223	109	9	zero	zero	NUM
ajeer-223	109	10	,	,	PUNCT
ajeer-223	109	11	then	then	ADV
ajeer-223	109	12	we	we	PRON
ajeer-223	109	13	ca	can	AUX
ajeer-223	109	14	n’t	not	PART
ajeer-223	109	15	reject	reject	VERB
ajeer-223	109	16	null	null	ADJ
ajeer-223	109	17	hypothesis	hypothesis	NOUN
ajeer-223	109	18	of	of	ADP
ajeer-223	109	19	non	non	ADJ
ajeer-223	109	20	-	-	NOUN
ajeer-223	109	21	stationarity	stationarity	NOUN
ajeer-223	109	22	.	.	PUNCT
ajeer-223	110	1	the	the	DET
ajeer-223	110	2	criterion	criterion	NOUN
ajeer-223	110	3	of	of	ADP
ajeer-223	110	4	selection	selection	NOUN
ajeer-223	110	5	for	for	ADP
ajeer-223	110	6	unit	unit	NOUN
ajeer-223	110	7	test	test	NOUN
ajeer-223	110	8	is	be	AUX
ajeer-223	110	9	that	that	SCONJ
ajeer-223	110	10	the	the	DET
ajeer-223	110	11	absolute	absolute	ADJ
ajeer-223	110	12	value	value	NOUN
ajeer-223	110	13	of	of	ADP
ajeer-223	110	14	the	the	DET
ajeer-223	110	15	test	test	NOUN
ajeer-223	110	16	statistics	statistic	NOUN
ajeer-223	110	17	should	should	AUX
ajeer-223	110	18	be	be	AUX
ajeer-223	110	19	higher	high	ADJ
ajeer-223	110	20	than	than	ADP
ajeer-223	110	21	the	the	DET
ajeer-223	110	22	critical	critical	ADJ
ajeer-223	110	23	absolute	absolute	ADJ
ajeer-223	110	24	value	value	NOUN
ajeer-223	110	25	(	(	PUNCT
ajeer-223	110	26	dickey	dickey	NOUN
ajeer-223	110	27	and	and	CCONJ
ajeer-223	110	28	fuller	full	ADJ
ajeer-223	110	29	,	,	PUNCT
ajeer-223	110	30	1979	1979	NUM
ajeer-223	110	31	)	)	PUNCT
ajeer-223	110	32	and	and	CCONJ
ajeer-223	110	33	p	p	NOUN
ajeer-223	110	34	-	-	PUNCT
ajeer-223	110	35	value	value	NOUN
ajeer-223	110	36	of	of	ADP
ajeer-223	110	37	the	the	DET
ajeer-223	110	38	test	test	NOUN
ajeer-223	110	39	is	be	AUX
ajeer-223	110	40	less	less	ADJ
ajeer-223	110	41	than	than	ADP
ajeer-223	110	42	5	5	NUM
ajeer-223	110	43	per	per	ADP
ajeer-223	110	44	cent	cent	NOUN
ajeer-223	110	45	significance	significance	NOUN
ajeer-223	110	46	level	level	NOUN
ajeer-223	110	47	.	.	PUNCT
ajeer-223	111	1	the	the	DET
ajeer-223	111	2	model	model	NOUN
ajeer-223	111	3	hypotheses	hypothesis	NOUN
ajeer-223	111	4	are	be	AUX
ajeer-223	111	5	:	:	PUNCT
ajeer-223	111	6	ho	ho	ADJ
ajeer-223	111	7	:	:	PUNCT
ajeer-223	111	8	=	=	NOUN
ajeer-223	111	9	1(nonstationary	1(nonstationary	NUM
ajeer-223	111	10	)	)	PUNCT
ajeer-223	111	11	h1	h1	PROPN
ajeer-223	111	12	:	:	PUNCT
ajeer-223	111	13	<	<	X
ajeer-223	111	14	1(stationary	1(stationary	NUM
ajeer-223	111	15	)	)	PUNCT
ajeer-223	111	16	5	5	NUM
ajeer-223	111	17	.	.	PUNCT
ajeer-223	111	18	regressions	regression	VERB
ajeer-223	111	19	the	the	DET
ajeer-223	111	20	following	follow	VERB
ajeer-223	111	21	equation	equation	NOUN
ajeer-223	111	22	is	be	AUX
ajeer-223	111	23	used	use	VERB
ajeer-223	111	24	as	as	ADP
ajeer-223	111	25	the	the	DET
ajeer-223	111	26	basic	basic	ADJ
ajeer-223	111	27	model	model	NOUN
ajeer-223	111	28	to	to	PART
ajeer-223	111	29	show	show	VERB
ajeer-223	111	30	the	the	DET
ajeer-223	111	31	informational	informational	ADJ
ajeer-223	111	32	content	content	NOUN
ajeer-223	111	33	of	of	ADP
ajeer-223	111	34	open	open	ADJ
ajeer-223	111	35	interest	interest	NOUN
ajeer-223	111	36	and	and	CCONJ
ajeer-223	111	37	trading	trading	NOUN
ajeer-223	111	38	volume	volume	NOUN
ajeer-223	111	39	on	on	ADP
ajeer-223	111	40	futures	future	NOUN
ajeer-223	111	41	price	price	NOUN
ajeer-223	111	42	.	.	PUNCT
ajeer-223	112	1	futures	future	NOUN
ajeer-223	112	2	price	price	NOUN
ajeer-223	112	3	=	=	SYM
ajeer-223	112	4	f	f	X
ajeer-223	112	5	(	(	PUNCT
ajeer-223	112	6	open	open	ADJ
ajeer-223	112	7	interest	interest	NOUN
ajeer-223	112	8	,	,	PUNCT
ajeer-223	112	9	trading	trading	NOUN
ajeer-223	112	10	volume	volume	NOUN
ajeer-223	112	11	)	)	PUNCT
ajeer-223	113	1	the	the	DET
ajeer-223	113	2	following	follow	VERB
ajeer-223	113	3	model	model	NOUN
ajeer-223	113	4	is	be	AUX
ajeer-223	113	5	specified	specify	VERB
ajeer-223	113	6	to	to	PART
ajeer-223	113	7	measure	measure	VERB
ajeer-223	113	8	the	the	DET
ajeer-223	113	9	informational	informational	ADJ
ajeer-223	113	10	content	content	NOUN
ajeer-223	113	11	of	of	ADP
ajeer-223	113	12	both	both	DET
ajeer-223	113	13	variables	variable	NOUN
ajeer-223	113	14	on	on	ADP
ajeer-223	113	15	futures	future	NOUN
ajeer-223	113	16	price	price	NOUN
ajeer-223	113	17	.	.	PUNCT
ajeer-223	114	1	we	we	PRON
ajeer-223	114	2	estimate	estimate	VERB
ajeer-223	114	3	this	this	PRON
ajeer-223	114	4	by	by	ADP
ajeer-223	114	5	ordinary	ordinary	ADJ
ajeer-223	114	6	least	least	ADJ
ajeer-223	114	7	squares	square	NOUN
ajeer-223	114	8	(	(	PUNCT
ajeer-223	114	9	ols	ol	NOUN
ajeer-223	114	10	)	)	PUNCT
ajeer-223	114	11	techniques	technique	NOUN
ajeer-223	114	12	which	which	PRON
ajeer-223	114	13	can	can	AUX
ajeer-223	114	14	be	be	AUX
ajeer-223	114	15	written	write	VERB
ajeer-223	114	16	as	as	ADP
ajeer-223	114	17	:	:	PUNCT
ajeer-223	114	18	fpt=	fpt=	ADJ
ajeer-223	114	19	+	+	NUM
ajeer-223	114	20	oit+	oit+	NOUN
ajeer-223	114	21	volt	volt	NOUN
ajeer-223	114	22	vt(2	vt(2	PROPN
ajeer-223	114	23	)	)	PUNCT
ajeer-223	114	24	where	where	SCONJ
ajeer-223	114	25	,	,	PUNCT
ajeer-223	114	26	fpt	fpt	PROPN
ajeer-223	114	27	dependent	dependent	ADJ
ajeer-223	114	28	variable	variable	NOUN
ajeer-223	114	29	of	of	ADP
ajeer-223	114	30	futures	future	NOUN
ajeer-223	114	31	price	price	NOUN
ajeer-223	114	32	of	of	ADP
ajeer-223	114	33	pepper	pepper	NOUN
ajeer-223	114	34	and	and	CCONJ
ajeer-223	114	35	rubber	rubber	NOUN
ajeer-223	114	36	,	,	PUNCT
ajeer-223	114	37	oit	oit	PROPN
ajeer-223	114	38	explanatory	explanatory	ADJ
ajeer-223	114	39	variables	variable	NOUN
ajeer-223	114	40	of	of	ADP
ajeer-223	114	41	open	open	ADJ
ajeer-223	114	42	interest	interest	NOUN
ajeer-223	114	43	of	of	ADP
ajeer-223	114	44	pepper	pepper	NOUN
ajeer-223	114	45	and	and	CCONJ
ajeer-223	114	46	rubber	rubber	NOUN
ajeer-223	114	47	,	,	PUNCT
ajeer-223	114	48	volt	volt	VERB
ajeer-223	114	49	explanatory	explanatory	ADJ
ajeer-223	114	50	variables	variable	NOUN
ajeer-223	114	51	as	as	ADP
ajeer-223	114	52	trading	trading	NOUN
ajeer-223	114	53	volume	volume	NOUN
ajeer-223	114	54	of	of	ADP
ajeer-223	114	55	pepper	pepper	NOUN
ajeer-223	114	56	and	and	CCONJ
ajeer-223	114	57	rubber	rubber	NOUN
ajeer-223	114	58	,	,	PUNCT
ajeer-223	114	59	vt	vt	PROPN
ajeer-223	114	60	is	be	AUX
ajeer-223	114	61	error	error	NOUN
ajeer-223	114	62	term	term	NOUN
ajeer-223	114	63	,	,	PUNCT
ajeer-223	114	64	t	t	PROPN
ajeer-223	114	65	the	the	DET
ajeer-223	114	66	subscript	subscript	NOUN
ajeer-223	114	67	will	will	AUX
ajeer-223	114	68	denote	denote	VERB
ajeer-223	114	69	the	the	DET
ajeer-223	114	70	t	t	NOUN
ajeer-223	114	71	th	th	X
ajeer-223	114	72	observation	observation	NOUN
ajeer-223	114	73	,	,	PUNCT
ajeer-223	114	74	β1	β1	PROPN
ajeer-223	114	75	the	the	DET
ajeer-223	114	76	intercept	intercept	NOUN
ajeer-223	114	77	,	,	PUNCT
ajeer-223	114	78	β2	β2	VERB
ajeer-223	114	79	,	,	PUNCT
ajeer-223	114	80	β3	β3	VERB
ajeer-223	114	81	coefficients	coefficient	NOUN
ajeer-223	114	82	of	of	ADP
ajeer-223	114	83	variables	variable	NOUN
ajeer-223	114	84	.	.	PUNCT
ajeer-223	115	1	equation	equation	NOUN
ajeer-223	115	2	(	(	PUNCT
ajeer-223	115	3	2	2	X
ajeer-223	115	4	)	)	PUNCT
ajeer-223	115	5	gives	give	VERB
ajeer-223	115	6	the	the	DET
ajeer-223	115	7	effect	effect	NOUN
ajeer-223	115	8	of	of	ADP
ajeer-223	115	9	explanatory	explanatory	ADJ
ajeer-223	115	10	variables	variable	NOUN
ajeer-223	115	11	such	such	ADJ
ajeer-223	115	12	as	as	ADP
ajeer-223	115	13	open	open	ADJ
ajeer-223	115	14	interest	interest	NOUN
ajeer-223	115	15	and	and	CCONJ
ajeer-223	115	16	trading	trading	NOUN
ajeer-223	115	17	volume	volume	NOUN
ajeer-223	115	18	of	of	ADP
ajeer-223	115	19	pepper	pepper	NOUN
ajeer-223	115	20	and	and	CCONJ
ajeer-223	115	21	rubber	rubber	NOUN
ajeer-223	115	22	on	on	ADP
ajeer-223	115	23	futures	future	NOUN
ajeer-223	115	24	prices	price	NOUN
ajeer-223	115	25	of	of	ADP
ajeer-223	115	26	pepper	pepper	NOUN
ajeer-223	115	27	and	and	CCONJ
ajeer-223	115	28	rubber	rubber	NOUN
ajeer-223	115	29	.	.	PUNCT
ajeer-223	116	1	5.1	5.1	NUM
ajeer-223	116	2	.	.	PUNCT
ajeer-223	117	1	empirical	empirical	ADJ
ajeer-223	117	2	results	result	NOUN
ajeer-223	117	3	this	this	DET
ajeer-223	117	4	section	section	NOUN
ajeer-223	117	5	presents	present	VERB
ajeer-223	117	6	the	the	DET
ajeer-223	117	7	analysis	analysis	NOUN
ajeer-223	117	8	of	of	ADP
ajeer-223	117	9	the	the	DET
ajeer-223	117	10	empirical	empirical	ADJ
ajeer-223	117	11	results	result	NOUN
ajeer-223	117	12	and	and	CCONJ
ajeer-223	117	13	its	its	PRON
ajeer-223	117	14	discussion	discussion	NOUN
ajeer-223	117	15	.	.	PUNCT
ajeer-223	118	1	the	the	DET
ajeer-223	118	2	result	result	NOUN
ajeer-223	118	3	is	be	AUX
ajeer-223	118	4	based	base	VERB
ajeer-223	118	5	on	on	ADP
ajeer-223	118	6	ols	ol	NOUN
ajeer-223	118	7	regression	regression	NOUN
ajeer-223	118	8	analysis	analysis	NOUN
ajeer-223	118	9	.	.	PUNCT
ajeer-223	119	1	before	before	ADP
ajeer-223	119	2	going	go	VERB
ajeer-223	119	3	to	to	PART
ajeer-223	119	4	use	use	VERB
ajeer-223	119	5	the	the	DET
ajeer-223	119	6	regression	regression	NOUN
ajeer-223	119	7	technique	technique	NOUN
ajeer-223	119	8	,	,	PUNCT
ajeer-223	119	9	the	the	DET
ajeer-223	119	10	present	present	ADJ
ajeer-223	119	11	study	study	NOUN
ajeer-223	119	12	used	use	VERB
ajeer-223	119	13	to	to	PART
ajeer-223	119	14	examine	examine	VERB
ajeer-223	119	15	the	the	DET
ajeer-223	119	16	descriptive	descriptive	ADJ
ajeer-223	119	17	statistics	statistic	NOUN
ajeer-223	119	18	of	of	ADP
ajeer-223	119	19	the	the	DET
ajeer-223	119	20	variables	variable	NOUN
ajeer-223	119	21	.	.	PUNCT
ajeer-223	120	1	after	after	ADP
ajeer-223	120	2	that	that	PRON
ajeer-223	120	3	the	the	DET
ajeer-223	120	4	stationary	stationary	ADJ
ajeer-223	120	5	property	property	NOUN
ajeer-223	120	6	of	of	ADP
ajeer-223	120	7	the	the	DET
ajeer-223	120	8	time	time	NOUN
ajeer-223	120	9	series	series	PROPN
ajeer-223	120	10	data	data	PROPN
ajeer-223	120	11	has	have	AUX
ajeer-223	120	12	been	be	AUX
ajeer-223	120	13	calculated	calculate	VERB
ajeer-223	120	14	.	.	PUNCT
ajeer-223	121	1	summary	summary	NOUN
ajeer-223	121	2	statistics	statistic	NOUN
ajeer-223	121	3	of	of	ADP
ajeer-223	121	4	the	the	DET
ajeer-223	121	5	data	datum	NOUN
ajeer-223	121	6	used	use	VERB
ajeer-223	121	7	for	for	ADP
ajeer-223	121	8	analysis	analysis	NOUN
ajeer-223	121	9	is	be	AUX
ajeer-223	121	10	given	give	VERB
ajeer-223	121	11	in	in	ADP
ajeer-223	121	12	table1	table1	PROPN
ajeer-223	121	13	.	.	PUNCT
ajeer-223	122	1	table-1	table-1	PRON
ajeer-223	122	2	.	.	PUNCT
ajeer-223	122	3	descriptive	descriptive	ADJ
ajeer-223	122	4	statistics	statistic	NOUN
ajeer-223	122	5	fprubber	fprubber	VERB
ajeer-223	122	6	oirubber	oirubber	ADV
ajeer-223	122	7	volrubber	volrubber	VERB
ajeer-223	122	8	fppepper	fppepper	ADJ
ajeer-223	122	9	oipepper	oipepper	NOUN
ajeer-223	122	10	volpepper	volpepper	NOUN
ajeer-223	122	11	mean	mean	VERB
ajeer-223	122	12	16411.82	16411.82	NUM
ajeer-223	122	13	1233.521	1233.521	NUM
ajeer-223	122	14	1090.671	1090.671	NUM
ajeer-223	122	15	1533.773	1533.773	NUM
ajeer-223	122	16	2609.127	2609.127	NUM
ajeer-223	122	17	23720.33	23720.33	NUM
ajeer-223	122	18	maximum	maximum	NOUN
ajeer-223	122	19	26162.00	26162.00	NUM
ajeer-223	122	20	5412.000	5412.000	NUM
ajeer-223	122	21	11574.00	11574.00	NUM
ajeer-223	122	22	19421.00	19421.00	NUM
ajeer-223	122	23	12172.00	12172.00	NUM
ajeer-223	122	24	44660.00	44660.00	NUM
ajeer-223	122	25	minimum	minimum	ADJ
ajeer-223	122	26	6210.000	6210.000	NUM
ajeer-223	122	27	0.000000	0.000000	NUM
ajeer-223	122	28	2.000000	2.000000	NUM
ajeer-223	122	29	0.000000	0.000000	NUM
ajeer-223	122	30	0.000000	0.000000	NUM
ajeer-223	122	31	9842.000	9842.000	NUM
ajeer-223	122	32	std.dev	std.dev	NUM
ajeer-223	122	33	.	.	PUNCT
ajeer-223	123	1	4647.192	4647.192	NUM
ajeer-223	123	2	1136.549	1136.549	NUM
ajeer-223	123	3	1304.852	1304.852	NUM
ajeer-223	123	4	2568.224	2568.224	NUM
ajeer-223	123	5	3062.906	3062.906	NUM
ajeer-223	123	6	10696.99	10696.99	NUM
ajeer-223	123	7	skewness	skewness	NOUN
ajeer-223	123	8	-0.344062	-0.344062	X
ajeer-223	123	9	1.242208	1.242208	NUM
ajeer-223	123	10	2.044990	2.044990	NUM
ajeer-223	123	11	2.843740	2.843740	NUM
ajeer-223	123	12	1.237546	1.237546	NUM
ajeer-223	123	13	0.421089	0.421089	NUM
ajeer-223	123	14	kurtosis	kurtosis	VERB
ajeer-223	123	15	2.258570	2.258570	NUM
ajeer-223	123	16	4.421453	4.421453	NUM
ajeer-223	123	17	8.861189	8.861189	NUM
ajeer-223	123	18	12.86004	12.86004	NUM
ajeer-223	123	19	3.385242	3.385242	NUM
ajeer-223	123	20	1.632109	1.632109	NUM
ajeer-223	123	21	probability	probability	NOUN
ajeer-223	123	22	0.000000	0.000000	NUM
ajeer-223	123	23	0.000000	0.000000	NUM
ajeer-223	123	24	0.000000	0.000000	NUM
ajeer-223	123	25	0.000000	0.000000	NUM
ajeer-223	123	26	0.000000	0.000000	NUM
ajeer-223	123	27	0.000000	0.000000	NUM
ajeer-223	123	28	observation	observation	NOUN
ajeer-223	123	29	1535	1535	NUM
ajeer-223	123	30	1535	1535	NUM
ajeer-223	123	31	1535	1535	NUM
ajeer-223	123	32	1650	1650	NUM
ajeer-223	123	33	1650	1650	NUM
ajeer-223	123	34	1650	1650	NUM
ajeer-223	123	35	source	source	NOUN
ajeer-223	123	36	:	:	PUNCT
ajeer-223	123	37	author	author	NOUN
ajeer-223	123	38	calculation	calculation	NOUN
ajeer-223	123	39	based	base	VERB
ajeer-223	123	40	on	on	ADP
ajeer-223	123	41	ncdex	ncdex	NOUN
ajeer-223	123	42	and	and	CCONJ
ajeer-223	123	43	nmce	nmce	ADJ
ajeer-223	123	44	price	price	NOUN
ajeer-223	123	45	data	datum	NOUN
ajeer-223	123	46	the	the	DET
ajeer-223	123	47	summary	summary	NOUN
ajeer-223	123	48	statistics	statistic	NOUN
ajeer-223	123	49	shows	show	VERB
ajeer-223	123	50	that	that	SCONJ
ajeer-223	123	51	mean	mean	VERB
ajeer-223	123	52	values	value	NOUN
ajeer-223	123	53	of	of	ADP
ajeer-223	123	54	the	the	DET
ajeer-223	123	55	fprubber	fprubber	NOUN
ajeer-223	123	56	,	,	PUNCT
ajeer-223	123	57	oirubber	oirubber	ADJ
ajeer-223	123	58	,	,	PUNCT
ajeer-223	123	59	volrubber	volrubber	NOUN
ajeer-223	123	60	,	,	PUNCT
ajeer-223	123	61	and	and	CCONJ
ajeer-223	123	62	fppepper	fppepper	ADJ
ajeer-223	123	63	are	be	AUX
ajeer-223	123	64	similar	similar	ADJ
ajeer-223	123	65	to	to	ADP
ajeer-223	123	66	some	some	DET
ajeer-223	123	67	extent	extent	NOUN
ajeer-223	123	68	but	but	CCONJ
ajeer-223	123	69	oipepper	oipepper	NOUN
ajeer-223	123	70	and	and	CCONJ
ajeer-223	123	71	volpepper	volpepper	NOUN
ajeer-223	123	72	found	find	VERB
ajeer-223	123	73	larger	large	ADJ
ajeer-223	123	74	.	.	PUNCT
ajeer-223	124	1	the	the	DET
ajeer-223	124	2	variability	variability	NOUN
ajeer-223	124	3	of	of	ADP
ajeer-223	124	4	the	the	DET
ajeer-223	124	5	variables	variable	NOUN
ajeer-223	124	6	is	be	AUX
ajeer-223	124	7	measured	measure	VERB
ajeer-223	124	8	by	by	ADP
ajeer-223	124	9	standard	standard	ADJ
ajeer-223	124	10	deviation	deviation	NOUN
ajeer-223	124	11	.	.	PUNCT
ajeer-223	125	1	here	here	ADV
ajeer-223	125	2	the	the	DET
ajeer-223	125	3	variability	variability	NOUN
ajeer-223	125	4	among	among	ADP
ajeer-223	125	5	the	the	DET
ajeer-223	125	6	variables	variable	NOUN
ajeer-223	125	7	are	be	AUX
ajeer-223	125	8	quite	quite	ADV
ajeer-223	125	9	differs	differ	NOUN
ajeer-223	125	10	from	from	ADP
ajeer-223	125	11	each	each	DET
ajeer-223	125	12	other	other	ADJ
ajeer-223	125	13	.	.	PUNCT
ajeer-223	126	1	the	the	DET
ajeer-223	126	2	maximum	maximum	NOUN
ajeer-223	126	3	and	and	CCONJ
ajeer-223	126	4	the	the	DET
ajeer-223	126	5	minimum	minimum	ADJ
ajeer-223	126	6	values	value	NOUN
ajeer-223	126	7	show	show	VERB
ajeer-223	126	8	the	the	DET
ajeer-223	126	9	range	range	NOUN
ajeer-223	126	10	in	in	ADP
ajeer-223	126	11	between	between	ADP
ajeer-223	126	12	which	which	PRON
ajeer-223	126	13	the	the	DET
ajeer-223	126	14	values	value	NOUN
ajeer-223	126	15	of	of	ADP
ajeer-223	126	16	the	the	DET
ajeer-223	126	17	variables	variable	NOUN
ajeer-223	126	18	are	be	AUX
ajeer-223	126	19	lying	lie	VERB
ajeer-223	126	20	.	.	PUNCT
ajeer-223	127	1	the	the	DET
ajeer-223	127	2	value	value	NOUN
ajeer-223	127	3	of	of	ADP
ajeer-223	127	4	skewness	skewness	NOUN
ajeer-223	127	5	and	and	CCONJ
ajeer-223	127	6	kurtosis	kurtosis	NOUN
ajeer-223	127	7	for	for	ADP
ajeer-223	127	8	trading	trading	NOUN
ajeer-223	127	9	volume	volume	NOUN
ajeer-223	127	10	,	,	PUNCT
ajeer-223	127	11	open	open	ADJ
ajeer-223	127	12	interest	interest	NOUN
ajeer-223	127	13	and	and	CCONJ
ajeer-223	127	14	futures	future	NOUN
ajeer-223	127	15	price	price	NOUN
ajeer-223	127	16	of	of	ADP
ajeer-223	127	17	rubber	rubber	NOUN
ajeer-223	127	18	and	and	CCONJ
ajeer-223	127	19	pepper	pepper	NOUN
ajeer-223	127	20	asian	asian	ADJ
ajeer-223	127	21	journal	journal	PROPN
ajeer-223	127	22	of	of	ADP
ajeer-223	127	23	economics	economic	NOUN
ajeer-223	127	24	and	and	CCONJ
ajeer-223	127	25	empirical	empirical	ADJ
ajeer-223	127	26	research	research	NOUN
ajeer-223	127	27	,	,	PUNCT
ajeer-223	127	28	2016	2016	NUM
ajeer-223	127	29	,	,	PUNCT
ajeer-223	127	30	3(2	3(2	NUM
ajeer-223	127	31	):	):	PUNCT
ajeer-223	127	32	156	156	NUM
ajeer-223	127	33	-	-	SYM
ajeer-223	127	34	162	162	NUM
ajeer-223	127	35	159	159	NUM
ajeer-223	127	36	displayed	display	VERB
ajeer-223	127	37	some	some	DET
ajeer-223	127	38	interesting	interesting	ADJ
ajeer-223	127	39	characteristics	characteristic	NOUN
ajeer-223	127	40	.	.	PUNCT
ajeer-223	128	1	skewness	skewness	NOUN
ajeer-223	128	2	helps	help	VERB
ajeer-223	128	3	us	we	PRON
ajeer-223	128	4	to	to	PART
ajeer-223	128	5	determine	determine	VERB
ajeer-223	128	6	the	the	DET
ajeer-223	128	7	nature	nature	NOUN
ajeer-223	128	8	and	and	CCONJ
ajeer-223	128	9	extent	extent	NOUN
ajeer-223	128	10	of	of	ADP
ajeer-223	128	11	the	the	DET
ajeer-223	128	12	concentration	concentration	NOUN
ajeer-223	128	13	of	of	ADP
ajeer-223	128	14	the	the	DET
ajeer-223	128	15	observations	observation	NOUN
ajeer-223	128	16	towards	towards	ADP
ajeer-223	128	17	the	the	DET
ajeer-223	128	18	highest	high	ADJ
ajeer-223	128	19	or	or	CCONJ
ajeer-223	128	20	the	the	DET
ajeer-223	128	21	lowest	low	ADJ
ajeer-223	128	22	values	value	NOUN
ajeer-223	128	23	of	of	ADP
ajeer-223	128	24	the	the	DET
ajeer-223	128	25	variables	variable	NOUN
ajeer-223	128	26	.	.	PUNCT
ajeer-223	129	1	the	the	DET
ajeer-223	129	2	negative	negative	ADJ
ajeer-223	129	3	skewness	skewness	NOUN
ajeer-223	129	4	implies	imply	VERB
ajeer-223	129	5	that	that	SCONJ
ajeer-223	129	6	the	the	DET
ajeer-223	129	7	fupepper	fupepper	NOUN
ajeer-223	129	8	have	have	VERB
ajeer-223	129	9	a	a	DET
ajeer-223	129	10	heavier	heavy	ADJ
ajeer-223	129	11	tail	tail	NOUN
ajeer-223	129	12	of	of	ADP
ajeer-223	129	13	large	large	ADJ
ajeer-223	129	14	values	value	NOUN
ajeer-223	129	15	which	which	PRON
ajeer-223	129	16	indicates	indicate	VERB
ajeer-223	129	17	that	that	SCONJ
ajeer-223	129	18	the	the	DET
ajeer-223	129	19	frequency	frequency	NOUN
ajeer-223	129	20	curve	curve	NOUN
ajeer-223	129	21	of	of	ADP
ajeer-223	129	22	the	the	DET
ajeer-223	129	23	distributions	distribution	NOUN
ajeer-223	129	24	is	be	AUX
ajeer-223	129	25	little	little	ADJ
ajeer-223	129	26	bit	bit	NOUN
ajeer-223	129	27	symmetric	symmetric	ADJ
ajeer-223	129	28	bell	bell	NOUN
ajeer-223	129	29	shaped	shape	VERB
ajeer-223	129	30	curve	curve	NOUN
ajeer-223	129	31	.	.	PUNCT
ajeer-223	130	1	here	here	ADV
ajeer-223	130	2	the	the	DET
ajeer-223	130	3	skewness	skewness	NOUN
ajeer-223	130	4	values	value	NOUN
ajeer-223	130	5	of	of	ADP
ajeer-223	130	6	all	all	DET
ajeer-223	130	7	other	other	ADJ
ajeer-223	130	8	variables	variable	NOUN
ajeer-223	130	9	are	be	AUX
ajeer-223	130	10	positive	positive	ADJ
ajeer-223	130	11	.	.	PUNCT
ajeer-223	131	1	if	if	SCONJ
ajeer-223	131	2	they	they	PRON
ajeer-223	131	3	are	be	AUX
ajeer-223	131	4	stretched	stretch	VERB
ajeer-223	131	5	more	more	ADV
ajeer-223	131	6	to	to	ADP
ajeer-223	131	7	the	the	DET
ajeer-223	131	8	right	right	ADJ
ajeer-223	131	9	side	side	NOUN
ajeer-223	131	10	or	or	CCONJ
ajeer-223	131	11	have	have	VERB
ajeer-223	131	12	a	a	DET
ajeer-223	131	13	longer	long	ADJ
ajeer-223	131	14	tail	tail	NOUN
ajeer-223	131	15	towards	towards	ADP
ajeer-223	131	16	the	the	DET
ajeer-223	131	17	right	right	ADJ
ajeer-223	131	18	side	side	NOUN
ajeer-223	131	19	which	which	PRON
ajeer-223	131	20	show	show	VERB
ajeer-223	131	21	all	all	PRON
ajeer-223	131	22	are	be	AUX
ajeer-223	131	23	positively	positively	ADV
ajeer-223	131	24	skewed	skew	VERB
ajeer-223	131	25	.	.	PUNCT
ajeer-223	132	1	kurtosis	kurtosis	NOUN
ajeer-223	132	2	is	be	AUX
ajeer-223	132	3	concentrated	concentrate	VERB
ajeer-223	132	4	with	with	ADP
ajeer-223	132	5	the	the	DET
ajeer-223	132	6	flatness	flatness	NOUN
ajeer-223	132	7	or	or	CCONJ
ajeer-223	132	8	peakedness	peakedness	NOUN
ajeer-223	132	9	of	of	ADP
ajeer-223	132	10	the	the	DET
ajeer-223	132	11	frequency	frequency	NOUN
ajeer-223	132	12	curve	curve	NOUN
ajeer-223	132	13	.	.	PUNCT
ajeer-223	133	1	here	here	ADV
ajeer-223	133	2	the	the	DET
ajeer-223	133	3	value	value	NOUN
ajeer-223	133	4	of	of	ADP
ajeer-223	133	5	kurtosis	kurtosis	NOUN
ajeer-223	133	6	exceeds	exceed	VERB
ajeer-223	133	7	3	3	NUM
ajeer-223	133	8	,	,	PUNCT
ajeer-223	133	9	for	for	ADP
ajeer-223	133	10	oipepper	oipepper	NOUN
ajeer-223	133	11	,	,	PUNCT
ajeer-223	133	12	oirubber	oirubber	ADV
ajeer-223	133	13	,	,	PUNCT
ajeer-223	133	14	fupepper	fupepper	NOUN
ajeer-223	133	15	,	,	PUNCT
ajeer-223	133	16	volrubber	volrubber	NOUN
ajeer-223	133	17	which	which	PRON
ajeer-223	133	18	is	be	AUX
ajeer-223	133	19	indicates	indicate	VERB
ajeer-223	133	20	that	that	SCONJ
ajeer-223	133	21	variable	variable	NOUN
ajeer-223	133	22	has	have	VERB
ajeer-223	133	23	platy	platy	NOUN
ajeer-223	133	24	kurtic	kurtic	NOUN
ajeer-223	133	25	while	while	SCONJ
ajeer-223	133	26	variables	variable	NOUN
ajeer-223	133	27	fprubber	fprubber	VERB
ajeer-223	133	28	and	and	CCONJ
ajeer-223	133	29	volrubber	volrubber	NOUN
ajeer-223	133	30	is	be	AUX
ajeer-223	133	31	less	less	ADJ
ajeer-223	133	32	than	than	ADP
ajeer-223	133	33	3	3	NUM
ajeer-223	133	34	which	which	PRON
ajeer-223	133	35	indicate	indicate	VERB
ajeer-223	133	36	that	that	DET
ajeer-223	133	37	variable	variable	NOUN
ajeer-223	133	38	is	be	AUX
ajeer-223	133	39	leptokurtic	leptokurtic	ADJ
ajeer-223	133	40	(	(	PUNCT
ajeer-223	133	41	more	more	ADV
ajeer-223	133	42	peaked	peaked	ADJ
ajeer-223	133	43	than	than	ADP
ajeer-223	133	44	normal	normal	ADJ
ajeer-223	133	45	curve	curve	NOUN
ajeer-223	133	46	)	)	PUNCT
ajeer-223	133	47	.	.	PUNCT
ajeer-223	134	1	table-2	table-2	NUM
ajeer-223	134	2	.	.	PUNCT
ajeer-223	134	3	adf	adf	PROPN
ajeer-223	134	4	unit	unit	NOUN
ajeer-223	134	5	root	root	PROPN
ajeer-223	134	6	test	test	NOUN
ajeer-223	134	7	result	result	NOUN
ajeer-223	134	8	augmented	augment	VERB
ajeer-223	134	9	dickey	dickey	PROPN
ajeer-223	134	10	fuller	full	ADJ
ajeer-223	134	11	unit	unit	NOUN
ajeer-223	134	12	root	root	PROPN
ajeer-223	134	13	test	test	NOUN
ajeer-223	134	14	exogenous	exogenous	ADJ
ajeer-223	134	15	:	:	PUNCT
ajeer-223	134	16	constant	constant	ADJ
ajeer-223	134	17	,	,	PUNCT
ajeer-223	134	18	linear	linear	ADJ
ajeer-223	134	19	trend	trend	NOUN
ajeer-223	134	20	,	,	PUNCT
ajeer-223	134	21	lag	lag	NOUN
ajeer-223	134	22	length	length	NOUN
ajeer-223	134	23	:	:	PUNCT
ajeer-223	134	24	2	2	NUM
ajeer-223	134	25	(	(	PUNCT
ajeer-223	134	26	automatic	automatic	ADJ
ajeer-223	134	27	based	base	VERB
ajeer-223	134	28	on	on	ADP
ajeer-223	134	29	sic	sic	ADJ
ajeer-223	134	30	,	,	PUNCT
ajeer-223	134	31	maxlag=2	maxlag=2	NOUN
ajeer-223	134	32	)	)	PUNCT
ajeer-223	134	33	variables	variable	VERB
ajeer-223	134	34	statistics	statistic	NOUN
ajeer-223	134	35	p	p	NOUN
ajeer-223	134	36	value	value	NOUN
ajeer-223	134	37	dfprubber	dfprubber	NOUN
ajeer-223	134	38	38.77130	38.77130	NUM
ajeer-223	134	39	0.0000	0.0000	NUM
ajeer-223	134	40	dfppepper	dfppepper	VERB
ajeer-223	134	41	38.89092	38.89092	NUM
ajeer-223	134	42	0.0000	0.0000	NUM
ajeer-223	134	43	doirubber	doirubber	NOUN
ajeer-223	134	44	14.87354	14.87354	NUM
ajeer-223	134	45	0.0000	0.0000	NUM
ajeer-223	134	46	doipepper	doipepper	NOUN
ajeer-223	134	47	40.89435	40.89435	NUM
ajeer-223	134	48	0.0000	0.0000	NUM
ajeer-223	134	49	dvolrubber	dvolrubber	VERB
ajeer-223	134	50	35.18521	35.18521	NUM
ajeer-223	134	51	0.0000	0.0000	NUM
ajeer-223	134	52	dvolpepper	dvolpepper	NOUN
ajeer-223	134	53	34.94995	34.94995	NUM
ajeer-223	134	54	0.0000	0.0000	NUM
ajeer-223	134	55	note	note	NOUN
ajeer-223	134	56	:	:	PUNCT
ajeer-223	134	57	1.dfprubber	1.dfprubber	NUM
ajeer-223	134	58	and	and	CCONJ
ajeer-223	134	59	dfppepper	dfppepper	NOUN
ajeer-223	134	60	represents	represent	VERB
ajeer-223	134	61	differentiated	differentiated	ADJ
ajeer-223	134	62	futures	future	NOUN
ajeer-223	134	63	price	price	NOUN
ajeer-223	134	64	of	of	ADP
ajeer-223	134	65	rubber	rubber	NOUN
ajeer-223	134	66	and	and	CCONJ
ajeer-223	134	67	pepper	pepper	NOUN
ajeer-223	134	68	2	2	NUM
ajeer-223	134	69	.	.	PUNCT
ajeer-223	135	1	doirubber	doirubber	NOUN
ajeer-223	135	2	and	and	CCONJ
ajeer-223	135	3	doipepper	doipepper	NOUN
ajeer-223	135	4	represent	represent	VERB
ajeer-223	135	5	differentiated	differentiate	VERB
ajeer-223	135	6	open	open	ADJ
ajeer-223	135	7	interest	interest	NOUN
ajeer-223	135	8	of	of	ADP
ajeer-223	135	9	rubber	rubber	NOUN
ajeer-223	135	10	and	and	CCONJ
ajeer-223	135	11	pepper	pepper	NOUN
ajeer-223	135	12	3	3	NUM
ajeer-223	135	13	.	.	PUNCT
ajeer-223	136	1	dvolrubber	dvolrubber	PROPN
ajeer-223	136	2	and	and	CCONJ
ajeer-223	136	3	dvolpepper	dvolpepper	NOUN
ajeer-223	136	4	represent	represent	VERB
ajeer-223	136	5	differentiated	differentiated	ADJ
ajeer-223	136	6	trading	trading	NOUN
ajeer-223	136	7	volume	volume	NOUN
ajeer-223	136	8	of	of	ADP
ajeer-223	136	9	rubber	rubber	NOUN
ajeer-223	136	10	and	and	CCONJ
ajeer-223	136	11	pepper	pepper	VERB
ajeer-223	136	12	each	each	DET
ajeer-223	136	13	series	series	NOUN
ajeer-223	136	14	are	be	AUX
ajeer-223	136	15	stationary	stationary	ADJ
ajeer-223	136	16	after	after	ADP
ajeer-223	136	17	differentiating	differentiate	VERB
ajeer-223	136	18	.	.	PUNCT
ajeer-223	137	1	the	the	DET
ajeer-223	137	2	p	p	NOUN
ajeer-223	137	3	-	-	PUNCT
ajeer-223	137	4	values	value	NOUN
ajeer-223	137	5	are	be	AUX
ajeer-223	137	6	statistically	statistically	ADV
ajeer-223	137	7	significant	significant	ADJ
ajeer-223	137	8	and	and	CCONJ
ajeer-223	137	9	we	we	PRON
ajeer-223	137	10	can	can	AUX
ajeer-223	137	11	conclude	conclude	VERB
ajeer-223	137	12	that	that	SCONJ
ajeer-223	137	13	each	each	PRON
ajeer-223	137	14	of	of	ADP
ajeer-223	137	15	the	the	DET
ajeer-223	137	16	price	price	NOUN
ajeer-223	137	17	series	series	NOUN
ajeer-223	137	18	is	be	AUX
ajeer-223	137	19	i	i	PRON
ajeer-223	137	20	(	(	PUNCT
ajeer-223	137	21	1	1	NUM
ajeer-223	137	22	)	)	PUNCT
ajeer-223	137	23	,	,	PUNCT
ajeer-223	137	24	hence	hence	ADV
ajeer-223	137	25	reject	reject	VERB
ajeer-223	137	26	the	the	DET
ajeer-223	137	27	null	null	ADJ
ajeer-223	137	28	hypotheses	hypothesis	NOUN
ajeer-223	137	29	and	and	CCONJ
ajeer-223	137	30	accept	accept	VERB
ajeer-223	137	31	the	the	DET
ajeer-223	137	32	alternative	alternative	ADJ
ajeer-223	137	33	hypotheses	hypothesis	NOUN
ajeer-223	137	34	data	datum	NOUN
ajeer-223	137	35	is	be	AUX
ajeer-223	137	36	stationary	stationary	ADJ
ajeer-223	137	37	and	and	CCONJ
ajeer-223	137	38	proceeded	proceed	VERB
ajeer-223	137	39	to	to	ADP
ajeer-223	137	40	the	the	DET
ajeer-223	137	41	next	next	ADJ
ajeer-223	137	42	step	step	NOUN
ajeer-223	137	43	of	of	ADP
ajeer-223	137	44	regression	regression	NOUN
ajeer-223	137	45	analysis	analysis	NOUN
ajeer-223	137	46	.	.	PUNCT
ajeer-223	138	1	empirical	empirical	ADJ
ajeer-223	138	2	result	result	NOUN
ajeer-223	138	3	obtained	obtain	VERB
ajeer-223	138	4	from	from	ADP
ajeer-223	138	5	ordinary	ordinary	ADJ
ajeer-223	138	6	least	least	ADJ
ajeer-223	138	7	square	square	ADJ
ajeer-223	138	8	method	method	NOUN
ajeer-223	138	9	is	be	AUX
ajeer-223	138	10	not	not	PART
ajeer-223	138	11	considered	consider	VERB
ajeer-223	138	12	as	as	ADV
ajeer-223	138	13	good	good	ADJ
ajeer-223	138	14	one	one	NOUN
ajeer-223	138	15	because	because	SCONJ
ajeer-223	138	16	of	of	ADP
ajeer-223	138	17	low	low	ADJ
ajeer-223	138	18	value	value	NOUN
ajeer-223	138	19	of	of	ADP
ajeer-223	138	20	the	the	DET
ajeer-223	138	21	r	r	NOUN
ajeer-223	138	22	2	2	NUM
ajeer-223	138	23	(	(	PUNCT
ajeer-223	138	24	0.099925	0.099925	NUM
ajeer-223	138	25	)	)	PUNCT
ajeer-223	138	26	and	and	CCONJ
ajeer-223	138	27	adjusted	adjust	VERB
ajeer-223	138	28	r	r	NOUN
ajeer-223	138	29	2	2	NUM
ajeer-223	138	30	(	(	PUNCT
ajeer-223	138	31	0.098750	0.098750	NUM
ajeer-223	138	32	)	)	PUNCT
ajeer-223	138	33	means	mean	VERB
ajeer-223	138	34	that	that	SCONJ
ajeer-223	138	35	model	model	NOUN
ajeer-223	138	36	is	be	AUX
ajeer-223	138	37	not	not	PART
ajeer-223	138	38	fit	fit	ADJ
ajeer-223	138	39	.	.	PUNCT
ajeer-223	139	1	durbin	durbin	ADJ
ajeer-223	139	2	-	-	PUNCT
ajeer-223	139	3	watson	watson	PROPN
ajeer-223	139	4	d	d	PROPN
ajeer-223	139	5	-	-	PUNCT
ajeer-223	139	6	statistics	statistic	NOUN
ajeer-223	139	7	is	be	AUX
ajeer-223	139	8	low	low	ADJ
ajeer-223	139	9	(	(	PUNCT
ajeer-223	139	10	enders	ender	NOUN
ajeer-223	139	11	,	,	PUNCT
ajeer-223	139	12	2004	2004	NUM
ajeer-223	139	13	)	)	PUNCT
ajeer-223	139	14	which	which	PRON
ajeer-223	139	15	shows	show	VERB
ajeer-223	139	16	that	that	DET
ajeer-223	139	17	existence	existence	NOUN
ajeer-223	139	18	of	of	ADP
ajeer-223	139	19	auto	auto	NOUN
ajeer-223	139	20	-	-	PUNCT
ajeer-223	139	21	correlation	correlation	NOUN
ajeer-223	139	22	problem	problem	NOUN
ajeer-223	139	23	in	in	ADP
ajeer-223	139	24	the	the	DET
ajeer-223	139	25	model	model	NOUN
ajeer-223	139	26	.	.	PUNCT
ajeer-223	140	1	the	the	DET
ajeer-223	140	2	result	result	NOUN
ajeer-223	140	3	which	which	PRON
ajeer-223	140	4	is	be	AUX
ajeer-223	140	5	drawn	draw	VERB
ajeer-223	140	6	from	from	ADP
ajeer-223	140	7	the	the	DET
ajeer-223	140	8	simple	simple	ADJ
ajeer-223	140	9	ols	ol	NOUN
ajeer-223	140	10	technique	technique	NOUN
ajeer-223	140	11	ca	can	AUX
ajeer-223	140	12	n’t	not	PART
ajeer-223	140	13	be	be	AUX
ajeer-223	140	14	considered	consider	VERB
ajeer-223	140	15	as	as	ADP
ajeer-223	140	16	good	good	ADJ
ajeer-223	140	17	one	one	NUM
ajeer-223	140	18	.	.	PUNCT
ajeer-223	141	1	the	the	DET
ajeer-223	141	2	overall	overall	ADJ
ajeer-223	141	3	goodness	goodness	NOUN
ajeer-223	141	4	of	of	ADP
ajeer-223	141	5	fit	fit	NOUN
ajeer-223	141	6	of	of	ADP
ajeer-223	141	7	the	the	DET
ajeer-223	141	8	regression	regression	NOUN
ajeer-223	141	9	model	model	NOUN
ajeer-223	141	10	is	be	AUX
ajeer-223	141	11	measured	measure	VERB
ajeer-223	141	12	by	by	ADP
ajeer-223	141	13	the	the	DET
ajeer-223	141	14	coefficient	coefficient	NOUN
ajeer-223	141	15	of	of	ADP
ajeer-223	141	16	determination	determination	NOUN
ajeer-223	141	17	,	,	PUNCT
ajeer-223	141	18	r	r	NOUN
ajeer-223	141	19	2	2	NUM
ajeer-223	141	20	.	.	PUNCT
ajeer-223	142	1	it	it	PRON
ajeer-223	142	2	tells	tell	VERB
ajeer-223	142	3	what	what	DET
ajeer-223	142	4	proportion	proportion	NOUN
ajeer-223	142	5	of	of	ADP
ajeer-223	142	6	the	the	DET
ajeer-223	142	7	variation	variation	NOUN
ajeer-223	142	8	in	in	ADP
ajeer-223	142	9	the	the	DET
ajeer-223	142	10	dependent	dependent	ADJ
ajeer-223	142	11	variable	variable	NOUN
ajeer-223	142	12	is	be	AUX
ajeer-223	142	13	explained	explain	VERB
ajeer-223	142	14	by	by	ADP
ajeer-223	142	15	the	the	DET
ajeer-223	142	16	explanatory	explanatory	ADJ
ajeer-223	142	17	variable	variable	NOUN
ajeer-223	142	18	.	.	PUNCT
ajeer-223	143	1	if	if	SCONJ
ajeer-223	143	2	r	r	NOUN
ajeer-223	143	3	2	2	NUM
ajeer-223	143	4	lies	lie	NOUN
ajeer-223	143	5	between	between	ADP
ajeer-223	143	6	0	0	NUM
ajeer-223	143	7	and	and	CCONJ
ajeer-223	143	8	1	1	NUM
ajeer-223	143	9	;	;	PUNCT
ajeer-223	143	10	the	the	PRON
ajeer-223	143	11	closer	close	ADJ
ajeer-223	143	12	it	it	PRON
ajeer-223	143	13	is	be	AUX
ajeer-223	143	14	to	to	ADP
ajeer-223	143	15	1	1	NUM
ajeer-223	143	16	,	,	PUNCT
ajeer-223	143	17	the	the	DET
ajeer-223	143	18	better	well	ADJ
ajeer-223	143	19	is	be	AUX
ajeer-223	143	20	the	the	DET
ajeer-223	143	21	fit	fit	NOUN
ajeer-223	143	22	of	of	ADP
ajeer-223	143	23	model	model	NOUN
ajeer-223	143	24	but	but	CCONJ
ajeer-223	143	25	here	here	ADV
ajeer-223	143	26	it	it	PRON
ajeer-223	143	27	is	be	AUX
ajeer-223	143	28	too	too	ADV
ajeer-223	143	29	low	low	ADJ
ajeer-223	143	30	(	(	PUNCT
ajeer-223	143	31	0.099925	0.099925	NUM
ajeer-223	143	32	and	and	CCONJ
ajeer-223	143	33	0.098750	0.098750	NUM
ajeer-223	143	34	)	)	PUNCT
ajeer-223	143	35	and	and	CCONJ
ajeer-223	143	36	the	the	DET
ajeer-223	143	37	tested	test	VERB
ajeer-223	143	38	regression	regression	NOUN
ajeer-223	143	39	is	be	AUX
ajeer-223	143	40	statistically	statistically	ADV
ajeer-223	143	41	not	not	PART
ajeer-223	143	42	significant	significant	ADJ
ajeer-223	143	43	.	.	PUNCT
ajeer-223	144	1	table-3	table-3	X
ajeer-223	144	2	.	.	PUNCT
ajeer-223	145	1	informational	informational	ADJ
ajeer-223	145	2	content	content	NOUN
ajeer-223	145	3	of	of	ADP
ajeer-223	145	4	open	open	ADJ
ajeer-223	145	5	interest	interest	NOUN
ajeer-223	145	6	and	and	CCONJ
ajeer-223	145	7	trading	trading	NOUN
ajeer-223	145	8	volume	volume	NOUN
ajeer-223	145	9	on	on	ADP
ajeer-223	145	10	futures	future	NOUN
ajeer-223	145	11	price	price	NOUN
ajeer-223	145	12	of	of	ADP
ajeer-223	145	13	rubber	rubber	NOUN
ajeer-223	145	14	dependent	dependent	ADJ
ajeer-223	145	15	variable	variable	NOUN
ajeer-223	145	16	:	:	PUNCT
ajeer-223	145	17	dfprubber	dfprubber	PROPN
ajeer-223	145	18	,	,	PUNCT
ajeer-223	145	19	included	include	VERB
ajeer-223	145	20	observations	observation	NOUN
ajeer-223	145	21	:	:	PUNCT
ajeer-223	145	22	1535	1535	NUM
ajeer-223	145	23	variables	variable	NOUN
ajeer-223	145	24	coefficient	coefficient	VERB
ajeer-223	145	25	std	std	PROPN
ajeer-223	145	26	.	.	PROPN
ajeer-223	145	27	error	error	NOUN
ajeer-223	145	28	prob	prob	NOUN
ajeer-223	145	29	.	.	PUNCT
ajeer-223	146	1	c	c	PROPN
ajeer-223	146	2	15417.09	15417.09	NUM
ajeer-223	146	3	166.3964	166.3964	NUM
ajeer-223	146	4	0.0000	0.0000	NUM
ajeer-223	146	5	doirubber	doirubber	ADV
ajeer-223	146	6	-0.381573	-0.381573	VERB
ajeer-223	146	7	0.144078	0.144078	NUM
ajeer-223	147	1	0.0082	0.0082	NUM
ajeer-223	147	2	dvolrubber	dvolrubber	VERB
ajeer-223	147	3	1.343589	1.343589	NUM
ajeer-223	147	4	0.125495	0.125495	NUM
ajeer-223	147	5	0.0000	0.0000	NUM
ajeer-223	147	6	r	r	X
ajeer-223	147	7	-	-	PUNCT
ajeer-223	147	8	squared	square	VERB
ajeer-223	147	9	0.099925	0.099925	NUM
ajeer-223	147	10	,	,	PUNCT
ajeer-223	147	11	adjusted	adjust	VERB
ajeer-223	147	12	r	r	NOUN
ajeer-223	147	13	-	-	PUNCT
ajeer-223	147	14	squared	square	VERB
ajeer-223	147	15	0.098750	0.098750	NUM
ajeer-223	147	16	,	,	PUNCT
ajeer-223	147	17	f	f	X
ajeer-223	147	18	-	-	PUNCT
ajeer-223	147	19	statistic	statistic	NOUN
ajeer-223	147	20	85.04041	85.04041	NUM
ajeer-223	147	21	,	,	PUNCT
ajeer-223	147	22	prob(f	prob(f	NOUN
ajeer-223	147	23	-	-	PUNCT
ajeer-223	147	24	statistic	statistic	NOUN
ajeer-223	147	25	0.000000	0.000000	NUM
ajeer-223	147	26	,	,	PUNCT
ajeer-223	147	27	durbin	durbin	ADJ
ajeer-223	147	28	-	-	PUNCT
ajeer-223	147	29	watson	watson	NOUN
ajeer-223	147	30	stat	stat	PROPN
ajeer-223	147	31	0.066250	0.066250	NUM
ajeer-223	147	32	,	,	PUNCT
ajeer-223	147	33	akaike	akaike	ADJ
ajeer-223	147	34	info	info	NOUN
ajeer-223	147	35	criterion	criterion	NOUN
ajeer-223	147	36	19.62389	19.62389	NUM
ajeer-223	147	37	,	,	PUNCT
ajeer-223	147	38	schwarz	schwarz	PROPN
ajeer-223	147	39	criterion	criterion	NOUN
ajeer-223	147	40	19.63432	19.63432	NUM
ajeer-223	147	41	for	for	ADP
ajeer-223	147	42	p	p	NOUN
ajeer-223	147	43	value	value	NOUN
ajeer-223	147	44	:	:	PUNCT
ajeer-223	147	45	at	at	ADP
ajeer-223	147	46	1	1	NUM
ajeer-223	147	47	per	per	ADP
ajeer-223	147	48	cent	cent	NOUN
ajeer-223	147	49	level	level	NOUN
ajeer-223	147	50	is	be	AUX
ajeer-223	147	51	0.01	0.01	NUM
ajeer-223	147	52	;	;	PUNCT
ajeer-223	147	53	5	5	NUM
ajeer-223	147	54	per	per	ADP
ajeer-223	147	55	cent	cent	NOUN
ajeer-223	147	56	level	level	NOUN
ajeer-223	147	57	is	be	AUX
ajeer-223	147	58	0.05	0.05	NUM
ajeer-223	147	59	the	the	DET
ajeer-223	147	60	standard	standard	ADJ
ajeer-223	147	61	error	error	NOUN
ajeer-223	147	62	in	in	ADP
ajeer-223	147	63	this	this	DET
ajeer-223	147	64	model	model	NOUN
ajeer-223	147	65	is	be	AUX
ajeer-223	147	66	relatively	relatively	ADV
ajeer-223	147	67	large	large	ADJ
ajeer-223	147	68	which	which	PRON
ajeer-223	147	69	indicates	indicate	VERB
ajeer-223	147	70	that	that	DET
ajeer-223	147	71	presence	presence	NOUN
ajeer-223	147	72	of	of	ADP
ajeer-223	147	73	multicolinearity	multicolinearity	NOUN
ajeer-223	147	74	.	.	PUNCT
ajeer-223	148	1	but	but	CCONJ
ajeer-223	148	2	here	here	ADV
ajeer-223	148	3	can	can	AUX
ajeer-223	148	4	not	not	PART
ajeer-223	148	5	detect	detect	VERB
ajeer-223	148	6	the	the	DET
ajeer-223	148	7	problem	problem	NOUN
ajeer-223	148	8	of	of	ADP
ajeer-223	148	9	multicolinearity	multicolinearity	NOUN
ajeer-223	148	10	because	because	SCONJ
ajeer-223	148	11	only	only	ADV
ajeer-223	148	12	two	two	NUM
ajeer-223	148	13	independent	independent	ADJ
ajeer-223	148	14	variables	variable	NOUN
ajeer-223	148	15	are	be	AUX
ajeer-223	148	16	exists	exist	NOUN
ajeer-223	148	17	.	.	PUNCT
ajeer-223	149	1	hence	hence	ADV
ajeer-223	149	2	check	check	VERB
ajeer-223	149	3	the	the	DET
ajeer-223	149	4	problem	problem	NOUN
ajeer-223	149	5	of	of	ADP
ajeer-223	149	6	autocorrelation	autocorrelation	NOUN
ajeer-223	149	7	affecting	affect	VERB
ajeer-223	149	8	the	the	DET
ajeer-223	149	9	model	model	NOUN
ajeer-223	149	10	or	or	CCONJ
ajeer-223	149	11	not	not	PART
ajeer-223	149	12	.	.	PUNCT
ajeer-223	150	1	to	to	PART
ajeer-223	150	2	assess	assess	VERB
ajeer-223	150	3	serial	serial	ADJ
ajeer-223	150	4	correlation	correlation	NOUN
ajeer-223	150	5	breusch	breusch	NOUN
ajeer-223	150	6	-	-	PUNCT
ajeer-223	150	7	godfrey	godfrey	NOUN
ajeer-223	150	8	lm	lm	PROPN
ajeer-223	150	9	test	test	NOUN
ajeer-223	150	10	is	be	AUX
ajeer-223	150	11	used	use	VERB
ajeer-223	150	12	.	.	PUNCT
ajeer-223	151	1	5.2	5.2	NUM
ajeer-223	151	2	.	.	PUNCT
ajeer-223	152	1	breusch	breusch	PROPN
ajeer-223	152	2	-	-	PUNCT
ajeer-223	152	3	godfrey	godfrey	NOUN
ajeer-223	152	4	serial	serial	ADJ
ajeer-223	152	5	correlation	correlation	NOUN
ajeer-223	152	6	lm	lm	PROPN
ajeer-223	152	7	test	test	NOUN
ajeer-223	152	8	statisticians	statistician	NOUN
ajeer-223	152	9	breusch	breusch	NOUN
ajeer-223	152	10	and	and	CCONJ
ajeer-223	152	11	godfrey	godfrey	PROPN
ajeer-223	152	12	(	(	PUNCT
ajeer-223	152	13	bg	bg	PROPN
ajeer-223	152	14	)	)	PUNCT
ajeer-223	152	15	have	have	AUX
ajeer-223	152	16	developed	develop	VERB
ajeer-223	152	17	a	a	DET
ajeer-223	152	18	test	test	NOUN
ajeer-223	152	19	of	of	ADP
ajeer-223	152	20	autocorrelation	autocorrelation	NOUN
ajeer-223	152	21	it	it	PRON
ajeer-223	152	22	allows	allow	VERB
ajeer-223	152	23	the	the	DET
ajeer-223	152	24	lagged	lag	VERB
ajeer-223	152	25	values	value	NOUN
ajeer-223	152	26	of	of	ADP
ajeer-223	152	27	the	the	DET
ajeer-223	152	28	regressand	regressand	NOUN
ajeer-223	152	29	;	;	PUNCT
ajeer-223	152	30	higher	high	ADJ
ajeer-223	152	31	-	-	PUNCT
ajeer-223	152	32	order	order	NOUN
ajeer-223	152	33	autoregressive	autoregressive	ADJ
ajeer-223	152	34	schemes	scheme	NOUN
ajeer-223	152	35	i.e.	i.e.	X
ajeer-223	152	36	,	,	PUNCT
ajeer-223	152	37	ar	ar	NOUN
ajeer-223	152	38	(	(	PUNCT
ajeer-223	152	39	1	1	NUM
ajeer-223	152	40	)	)	PUNCT
ajeer-223	152	41	,	,	PUNCT
ajeer-223	152	42	ar	ar	PROPN
ajeer-223	152	43	(	(	PUNCT
ajeer-223	152	44	2	2	NUM
ajeer-223	152	45	)	)	PUNCT
ajeer-223	152	46	etc	etc	X
ajeer-223	152	47	.	.	X
ajeer-223	152	48	,	,	PUNCT
ajeer-223	152	49	and	and	CCONJ
ajeer-223	152	50	simple	simple	ADJ
ajeer-223	152	51	or	or	CCONJ
ajeer-223	152	52	higher	high	ADJ
ajeer-223	152	53	-	-	PUNCT
ajeer-223	152	54	order	order	NOUN
ajeer-223	152	55	moving	move	VERB
ajeer-223	152	56	averages	average	NOUN
ajeer-223	152	57	of	of	ADP
ajeer-223	152	58	error	error	NOUN
ajeer-223	152	59	terms	term	NOUN
ajeer-223	152	60	,	,	PUNCT
ajeer-223	152	61	such	such	ADJ
ajeer-223	152	62	as	as	ADP
ajeer-223	152	63	ut	ut	PROPN
ajeer-223	152	64	.	.	PROPN
ajeer-223	152	65	lagrange	lagrange	PROPN
ajeer-223	152	66	multiplier	multiplier	ADV
ajeer-223	152	67	(	(	PUNCT
ajeer-223	152	68	lm	lm	INTJ
ajeer-223	152	69	)	)	PUNCT
ajeer-223	152	70	test	test	NOUN
ajeer-223	152	71	of	of	ADP
ajeer-223	152	72	autocorrelation	autocorrelation	NOUN
ajeer-223	152	73	analyzing	analyze	VERB
ajeer-223	152	74	how	how	SCONJ
ajeer-223	152	75	well	well	ADV
ajeer-223	152	76	the	the	DET
ajeer-223	152	77	lagged	lag	VERB
ajeer-223	152	78	residual	residual	ADJ
ajeer-223	152	79	explain	explain	VERB
ajeer-223	152	80	the	the	DET
ajeer-223	152	81	residual	residual	NOUN
ajeer-223	152	82	of	of	ADP
ajeer-223	152	83	the	the	DET
ajeer-223	152	84	original	original	ADJ
ajeer-223	152	85	equation	equation	NOUN
ajeer-223	152	86	.	.	PUNCT
ajeer-223	153	1	if	if	SCONJ
ajeer-223	153	2	lagged	lag	VERB
ajeer-223	153	3	residuals	residual	NOUN
ajeer-223	153	4	are	be	AUX
ajeer-223	153	5	significant	significant	ADJ
ajeer-223	153	6	in	in	ADP
ajeer-223	153	7	explaining	explain	VERB
ajeer-223	153	8	this	this	DET
ajeer-223	153	9	times	time	NOUN
ajeer-223	153	10	residuals	residual	NOUN
ajeer-223	153	11	on	on	ADP
ajeer-223	153	12	the	the	DET
ajeer-223	153	13	basis	basis	NOUN
ajeer-223	153	14	of	of	ADP
ajeer-223	153	15	chi	chi	NOUN
ajeer-223	153	16	-	-	PUNCT
ajeer-223	153	17	square	square	NOUN
ajeer-223	153	18	then	then	ADV
ajeer-223	153	19	we	we	PRON
ajeer-223	153	20	can	can	AUX
ajeer-223	153	21	say	say	VERB
ajeer-223	153	22	there	there	PRON
ajeer-223	153	23	is	be	VERB
ajeer-223	153	24	no	no	DET
ajeer-223	153	25	serial	serial	ADJ
ajeer-223	153	26	correlation	correlation	NOUN
ajeer-223	153	27	.	.	PUNCT
ajeer-223	154	1	if	if	SCONJ
ajeer-223	154	2	sample	sample	NOUN
ajeer-223	154	3	size	size	NOUN
ajeer-223	154	4	is	be	AUX
ajeer-223	154	5	large	large	ADJ
ajeer-223	154	6	,	,	PUNCT
ajeer-223	154	7	breusch	breusch	ADJ
ajeer-223	154	8	godfrey	godfrey	PROPN
ajeer-223	154	9	lm	lm	PROPN
ajeer-223	154	10	test	test	PROPN
ajeer-223	154	11	based	base	VERB
ajeer-223	154	12	on	on	ADP
ajeer-223	154	13	n*r	n*r	PROPN
ajeer-223	154	14	2	2	NUM
ajeer-223	154	15	follow	follow	VERB
ajeer-223	154	16	a	a	DET
ajeer-223	154	17	chi	chi	NOUN
ajeer-223	154	18	-	-	PUNCT
ajeer-223	154	19	square	square	NOUN
ajeer-223	154	20	.	.	PUNCT
ajeer-223	155	1	n*r	n*r	PROPN
ajeer-223	155	2	2	2	NUM
ajeer-223	155	3	exceeds	exceed	VERB
ajeer-223	155	4	the	the	DET
ajeer-223	155	5	critical	critical	ADJ
ajeer-223	155	6	value	value	NOUN
ajeer-223	155	7	at	at	ADP
ajeer-223	155	8	the	the	DET
ajeer-223	155	9	chosen	choose	VERB
ajeer-223	155	10	level	level	NOUN
ajeer-223	155	11	of	of	ADP
ajeer-223	155	12	significance	significance	NOUN
ajeer-223	155	13	,	,	PUNCT
ajeer-223	155	14	and	and	CCONJ
ajeer-223	155	15	then	then	ADV
ajeer-223	155	16	it	it	PRON
ajeer-223	155	17	indicates	indicate	VERB
ajeer-223	155	18	there	there	PRON
ajeer-223	155	19	is	be	VERB
ajeer-223	155	20	serial	serial	ADJ
ajeer-223	155	21	correlation	correlation	NOUN
ajeer-223	155	22	exist.in	exist.in	NUM
ajeer-223	155	23	serial	serial	ADJ
ajeer-223	155	24	correlation	correlation	NOUN
ajeer-223	155	25	the	the	DET
ajeer-223	155	26	value	value	NOUN
ajeer-223	155	27	of	of	ADP
ajeer-223	155	28	error	error	NOUN
ajeer-223	155	29	terms	term	NOUN
ajeer-223	155	30	in	in	ADP
ajeer-223	155	31	one	one	NUM
ajeer-223	155	32	time	time	NOUN
ajeer-223	155	33	period	period	NOUN
ajeer-223	155	34	depends	depend	VERB
ajeer-223	155	35	on	on	ADP
ajeer-223	155	36	some	some	DET
ajeer-223	155	37	systematic	systematic	ADJ
ajeer-223	155	38	way	way	NOUN
ajeer-223	155	39	on	on	ADP
ajeer-223	155	40	the	the	DET
ajeer-223	155	41	value	value	NOUN
ajeer-223	155	42	of	of	ADP
ajeer-223	155	43	the	the	DET
ajeer-223	155	44	error	error	NOUN
ajeer-223	155	45	term	term	NOUN
ajeer-223	155	46	in	in	ADP
ajeer-223	155	47	other	other	ADJ
ajeer-223	155	48	time	time	NOUN
ajeer-223	155	49	periods	period	NOUN
ajeer-223	155	50	.	.	PUNCT
ajeer-223	156	1	in	in	ADP
ajeer-223	156	2	regressions	regression	NOUN
ajeer-223	156	3	involving	involve	VERB
ajeer-223	156	4	time	time	NOUN
ajeer-223	156	5	series	series	PROPN
ajeer-223	156	6	data	data	PROPN
ajeer-223	156	7	,	,	PUNCT
ajeer-223	156	8	successive	successive	ADJ
ajeer-223	156	9	observations	observation	NOUN
ajeer-223	156	10	are	be	AUX
ajeer-223	156	11	likely	likely	ADJ
ajeer-223	156	12	to	to	PART
ajeer-223	156	13	be	be	AUX
ajeer-223	156	14	interdependent	interdependent	ADJ
ajeer-223	156	15	.	.	PUNCT
ajeer-223	157	1	we	we	PRON
ajeer-223	157	2	experience	experience	VERB
ajeer-223	157	3	autocorrelation	autocorrelation	NOUN
ajeer-223	157	4	when	when	SCONJ
ajeer-223	157	5	e(uiuj	e(uiuj	ADJ
ajeer-223	157	6	)	)	PUNCT
ajeer-223	157	7	≠	≠	PROPN
ajeer-223	157	8	0	0	NUM
ajeer-223	157	9	,	,	PUNCT
ajeer-223	157	10	no	no	DET
ajeer-223	157	11	autocorrelation	autocorrelation	NOUN
ajeer-223	157	12	between	between	ADP
ajeer-223	157	13	the	the	DET
ajeer-223	157	14	error	error	NOUN
ajeer-223	157	15	term	term	NOUN
ajeer-223	157	16	if	if	SCONJ
ajeer-223	157	17	given	give	VERB
ajeer-223	157	18	any	any	DET
ajeer-223	157	19	two	two	NUM
ajeer-223	157	20	x	x	NOUN
ajeer-223	157	21	values	value	NOUN
ajeer-223	157	22	,	,	PUNCT
ajeer-223	157	23	xi	xi	X
ajeer-223	157	24	and	and	CCONJ
ajeer-223	157	25	x	x	SYM
ajeer-223	157	26	j	j	PROPN
ajeer-223	157	27	(	(	PUNCT
ajeer-223	157	28	i	i	PROPN
ajeer-223	157	29	=	=	PROPN
ajeer-223	157	30	j	j	NOUN
ajeer-223	157	31	)	)	PUNCT
ajeer-223	157	32	,	,	PUNCT
ajeer-223	157	33	the	the	DET
ajeer-223	157	34	correlation	correlation	NOUN
ajeer-223	157	35	between	between	ADP
ajeer-223	157	36	any	any	DET
ajeer-223	157	37	two	two	NUM
ajeer-223	157	38	error	error	NOUN
ajeer-223	157	39	term	term	NOUN
ajeer-223	157	40	ui	ui	NOUN
ajeer-223	157	41	and	and	CCONJ
ajeer-223	157	42	uj(i	uj(i	VERB
ajeer-223	158	1	=	=	SYM
ajeer-223	158	2	j	j	NOUN
ajeer-223	158	3	)	)	PUNCT
ajeer-223	158	4	=	=	NOUN
ajeer-223	158	5	0	0	NUM
ajeer-223	158	6	.	.	PUNCT
ajeer-223	159	1	the	the	DET
ajeer-223	159	2	regression	regression	NOUN
ajeer-223	159	3	model	model	NOUN
ajeer-223	159	4	to	to	PART
ajeer-223	159	5	illustrate	illustrate	VERB
ajeer-223	159	6	for	for	ADP
ajeer-223	159	7	the	the	DET
ajeer-223	159	8	test	test	NOUN
ajeer-223	159	9	is	be	AUX
ajeer-223	159	10	as	as	SCONJ
ajeer-223	159	11	follows	follow	VERB
ajeer-223	159	12	:	:	PUNCT
ajeer-223	159	13	fpt	fpt	PROPN
ajeer-223	159	14	=	=	PUNCT
ajeer-223	159	15	β1	β1	PROPN
ajeer-223	159	16	+	+	CCONJ
ajeer-223	159	17	β₂oit+	β₂oit+	PRON
ajeer-223	159	18	β3volt+	β3volt+	PROPN
ajeer-223	159	19	ut	ut	PROPN
ajeer-223	159	20	(	(	PUNCT
ajeer-223	159	21	3	3	X
ajeer-223	159	22	)	)	PUNCT
ajeer-223	159	23	ut=	ut=	PROPN
ajeer-223	159	24	α1ut-1+α2ut-2+	α1ut-1+α2ut-2+	NOUN
ajeer-223	159	25	…	…	SYM
ajeer-223	159	26	…	…	SYM
ajeer-223	159	27	…	…	PUNCT
ajeer-223	159	28	..	..	PUNCT
ajeer-223	160	1	+αput-3	+αput-3	ADP
ajeer-223	160	2	+	+	X
ajeer-223	160	3	εt	εt	PROPN
ajeer-223	160	4	(	(	PUNCT
ajeer-223	160	5	4	4	NUM
ajeer-223	160	6	)	)	PUNCT
ajeer-223	160	7	where	where	SCONJ
ajeer-223	160	8	,	,	PUNCT
ajeer-223	160	9	fpt	fpt	PROPN
ajeer-223	160	10	is	be	AUX
ajeer-223	160	11	futures	future	NOUN
ajeer-223	160	12	price	price	NOUN
ajeer-223	160	13	of	of	ADP
ajeer-223	160	14	pepper	pepper	NOUN
ajeer-223	160	15	and	and	CCONJ
ajeer-223	160	16	rubber	rubber	NOUN
ajeer-223	160	17	,	,	PUNCT
ajeer-223	160	18	oit	oit	PROPN
ajeer-223	160	19	open	open	VERB
ajeer-223	160	20	interest	interest	NOUN
ajeer-223	160	21	of	of	ADP
ajeer-223	160	22	pepper	pepper	NOUN
ajeer-223	160	23	and	and	CCONJ
ajeer-223	160	24	rubber	rubber	NOUN
ajeer-223	160	25	volt	volt	NOUN
ajeer-223	160	26	trading	trading	NOUN
ajeer-223	160	27	volume	volume	NOUN
ajeer-223	160	28	of	of	ADP
ajeer-223	160	29	pepper	pepper	NOUN
ajeer-223	160	30	and	and	CCONJ
ajeer-223	160	31	rubber	rubber	NOUN
ajeer-223	160	32	ut	ut	PROPN
ajeer-223	160	33	error	error	NOUN
ajeer-223	160	34	term	term	NOUN
ajeer-223	160	35	,	,	PUNCT
ajeer-223	160	36	β1	β1	PROPN
ajeer-223	160	37	intercept	intercept	NOUN
ajeer-223	160	38	β2	β2	NOUN
ajeer-223	160	39	,	,	PUNCT
ajeer-223	160	40	β3	β3	VERB
ajeer-223	160	41	is	be	AUX
ajeer-223	160	42	coefficients	coefficient	NOUN
ajeer-223	160	43	of	of	ADP
ajeer-223	160	44	independent	independent	ADJ
ajeer-223	160	45	variables	variable	NOUN
ajeer-223	160	46	,	,	PUNCT
ajeer-223	160	47	ut-1	ut-1	NUM
ajeer-223	160	48	,	,	PUNCT
ajeer-223	160	49	ut-2	ut-2	NOUN
ajeer-223	160	50	,	,	PUNCT
ajeer-223	160	51	ut-3	ut-3	ADV
ajeer-223	160	52	=	=	VERB
ajeer-223	160	53	lagged	lag	VERB
ajeer-223	160	54	values	value	NOUN
ajeer-223	160	55	of	of	ADP
ajeer-223	160	56	error	error	NOUN
ajeer-223	160	57	termα1	termα1	NOUN
ajeer-223	160	58	,	,	PUNCT
ajeer-223	160	59	α2	α2	ADJ
ajeer-223	160	60	,	,	PUNCT
ajeer-223	160	61	α3	α3	NOUN
ajeer-223	160	62	,	,	PUNCT
ajeer-223	160	63	αpare	αpare	ADJ
ajeer-223	160	64	coefficient	coefficient	NOUN
ajeer-223	160	65	of	of	ADP
ajeer-223	160	66	error	error	NOUN
ajeer-223	160	67	term	term	NOUN
ajeer-223	160	68	and	and	CCONJ
ajeer-223	160	69	εt	εt	PROPN
ajeer-223	160	70	is	be	AUX
ajeer-223	160	71	residuals	residual	NOUN
ajeer-223	160	72	of	of	ADP
ajeer-223	160	73	error	error	NOUN
ajeer-223	160	74	term	term	NOUN
ajeer-223	160	75	.	.	PUNCT
ajeer-223	161	1	the	the	DET
ajeer-223	161	2	model	model	NOUN
ajeer-223	161	3	(	(	PUNCT
ajeer-223	161	4	4	4	NUM
ajeer-223	161	5	)	)	PUNCT
ajeer-223	161	6	assumes	assume	VERB
ajeer-223	161	7	if	if	SCONJ
ajeer-223	161	8	α1	α1	PROPN
ajeer-223	161	9	,	,	PUNCT
ajeer-223	161	10	α2	α2	ADJ
ajeer-223	161	11	,	,	PUNCT
ajeer-223	161	12	asian	asian	ADJ
ajeer-223	161	13	journal	journal	NOUN
ajeer-223	161	14	of	of	ADP
ajeer-223	161	15	economics	economic	NOUN
ajeer-223	161	16	and	and	CCONJ
ajeer-223	161	17	empirical	empirical	ADJ
ajeer-223	161	18	research	research	NOUN
ajeer-223	161	19	,	,	PUNCT
ajeer-223	161	20	2016	2016	NUM
ajeer-223	161	21	,	,	PUNCT
ajeer-223	161	22	3(2	3(2	NUM
ajeer-223	161	23	):	):	PUNCT
ajeer-223	161	24	156	156	NUM
ajeer-223	161	25	-	-	SYM
ajeer-223	161	26	162	162	NUM
ajeer-223	161	27	160	160	NUM
ajeer-223	161	28	α3	α3	NOUN
ajeer-223	161	29	,	,	PUNCT
ajeer-223	161	30	…	…	PUNCT
ajeer-223	161	31	.αp	.αp	PUNCT
ajeer-223	162	1	=	=	SYM
ajeer-223	162	2	0	0	NUM
ajeer-223	162	3	indicate	indicate	VERB
ajeer-223	162	4	that	that	SCONJ
ajeer-223	162	5	the	the	DET
ajeer-223	162	6	error	error	NOUN
ajeer-223	162	7	terms	term	NOUN
ajeer-223	162	8	between	between	ADP
ajeer-223	162	9	two	two	NUM
ajeer-223	162	10	the	the	DET
ajeer-223	162	11	series	serie	NOUN
ajeer-223	162	12	are	be	AUX
ajeer-223	162	13	equal	equal	ADJ
ajeer-223	162	14	to	to	ADP
ajeer-223	162	15	zero	zero	NUM
ajeer-223	162	16	or	or	CCONJ
ajeer-223	162	17	there	there	PRON
ajeer-223	162	18	is	be	VERB
ajeer-223	162	19	no	no	DET
ajeer-223	162	20	serial	serial	ADJ
ajeer-223	162	21	correlation	correlation	NOUN
ajeer-223	162	22	exist	exist	VERB
ajeer-223	162	23	between	between	ADP
ajeer-223	162	24	series	series	NOUN
ajeer-223	162	25	.	.	PUNCT
ajeer-223	163	1	table-4	table-4	NOUN
ajeer-223	163	2	.	.	PUNCT
ajeer-223	164	1	breusch	breusch	PROPN
ajeer-223	164	2	-	-	PUNCT
ajeer-223	164	3	godfrey	godfrey	NOUN
ajeer-223	164	4	serial	serial	ADJ
ajeer-223	164	5	correlation	correlation	NOUN
ajeer-223	164	6	lm	lm	INTJ
ajeer-223	164	7	(	(	PUNCT
ajeer-223	164	8	bg	bg	NOUN
ajeer-223	164	9	)	)	PUNCT
ajeer-223	164	10	test	test	NOUN
ajeer-223	164	11	dependent	dependent	ADJ
ajeer-223	164	12	variable	variable	ADJ
ajeer-223	164	13	dfprubber	dfprubber	NOUN
ajeer-223	164	14	,	,	PUNCT
ajeer-223	164	15	included	include	VERB
ajeer-223	164	16	observations	observation	NOUN
ajeer-223	164	17	:	:	PUNCT
ajeer-223	164	18	1535	1535	NUM
ajeer-223	164	19	obs*r	obs*r	NOUN
ajeer-223	164	20	-	-	PUNCT
ajeer-223	164	21	squared	square	VERB
ajeer-223	164	22	1469.415	1469.415	NUM
ajeer-223	164	23	prob	prob	NOUN
ajeer-223	164	24	.	.	PUNCT
ajeer-223	165	1	chi	chi	ADJ
ajeer-223	165	2	-	-	PUNCT
ajeer-223	165	3	square(2	square(2	NOUN
ajeer-223	165	4	)	)	PUNCT
ajeer-223	166	1	0.0000	0.0000	NUM
ajeer-223	166	2	variable	variable	ADJ
ajeer-223	166	3	coefficient	coefficient	NOUN
ajeer-223	166	4	std	std	PROPN
ajeer-223	166	5	.	.	PROPN
ajeer-223	166	6	error	error	NOUN
ajeer-223	166	7	prob	prob	NOUN
ajeer-223	166	8	.	.	PUNCT
ajeer-223	167	1	c	c	PROPN
ajeer-223	167	2	6.270884	6.270884	NUM
ajeer-223	167	3	34.41754	34.41754	NUM
ajeer-223	167	4	0.8554	0.8554	NUM
ajeer-223	168	1	doirubber	doirubber	NOUN
ajeer-223	168	2	0.553206	0.553206	NUM
ajeer-223	168	3	0.030115	0.030115	NUM
ajeer-223	168	4	0.0000	0.0000	NUM
ajeer-223	168	5	dvolrubber	dvolrubber	NOUN
ajeer-223	168	6	-0.631578	-0.631578	PUNCT
ajeer-223	169	1	0.026400	0.026400	NUM
ajeer-223	169	2	0.0000	0.0000	NUM
ajeer-223	169	3	r	r	X
ajeer-223	169	4	-	-	PUNCT
ajeer-223	169	5	squared	square	VERB
ajeer-223	169	6	0.957274	0.957274	NUM
ajeer-223	169	7	,	,	PUNCT
ajeer-223	169	8	adjusted	adjust	VERB
ajeer-223	169	9	r	r	NOUN
ajeer-223	169	10	-	-	PUNCT
ajeer-223	169	11	squared	square	VERB
ajeer-223	169	12	0.957162	0.957162	NUM
ajeer-223	169	13	,	,	PUNCT
ajeer-223	169	14	f	f	X
ajeer-223	169	15	-	-	PUNCT
ajeer-223	169	16	statistic	statistic	NOUN
ajeer-223	169	17	8569.879	8569.879	NUM
ajeer-223	169	18	,	,	PUNCT
ajeer-223	169	19	prob(f	prob(f	NOUN
ajeer-223	169	20	-	-	PUNCT
ajeer-223	169	21	statistic	statistic	NOUN
ajeer-223	169	22	)	)	PUNCT
ajeer-223	169	23	0.000000	0.000000	NUM
ajeer-223	169	24	,	,	PUNCT
ajeer-223	169	25	akaike	akaike	ADJ
ajeer-223	169	26	info	info	NOUN
ajeer-223	169	27	criterion16.47355	criterion16.47355	PROPN
ajeer-223	169	28	,	,	PUNCT
ajeer-223	169	29	schwarz	schwarz	PROPN
ajeer-223	169	30	criterion16.49094	criterion16.49094	PROPN
ajeer-223	169	31	,	,	PUNCT
ajeer-223	169	32	durbin	durbin	ADJ
ajeer-223	169	33	-	-	PUNCT
ajeer-223	169	34	watson	watson	NOUN
ajeer-223	169	35	stat1.440659	stat1.440659	PROPN
ajeer-223	169	36	for	for	ADP
ajeer-223	169	37	p	p	NOUN
ajeer-223	169	38	value	value	NOUN
ajeer-223	169	39	:	:	PUNCT
ajeer-223	169	40	at	at	ADP
ajeer-223	169	41	1	1	NUM
ajeer-223	169	42	per	per	ADP
ajeer-223	169	43	cent	cent	NOUN
ajeer-223	169	44	level	level	NOUN
ajeer-223	169	45	is	be	AUX
ajeer-223	169	46	0.01	0.01	NUM
ajeer-223	169	47	;	;	PUNCT
ajeer-223	169	48	5	5	NUM
ajeer-223	169	49	per	per	ADP
ajeer-223	169	50	cent	cent	NOUN
ajeer-223	169	51	level	level	NOUN
ajeer-223	169	52	is	be	AUX
ajeer-223	169	53	0.05	0.05	NUM
ajeer-223	169	54	the	the	DET
ajeer-223	169	55	result	result	NOUN
ajeer-223	169	56	which	which	PRON
ajeer-223	169	57	is	be	AUX
ajeer-223	169	58	drawn	draw	VERB
ajeer-223	169	59	from	from	ADP
ajeer-223	169	60	the	the	DET
ajeer-223	169	61	bg	bg	PROPN
ajeer-223	169	62	lm	lm	PROPN
ajeer-223	169	63	test	test	NOUN
ajeer-223	169	64	is	be	AUX
ajeer-223	169	65	considered	consider	VERB
ajeer-223	169	66	as	as	ADP
ajeer-223	169	67	good	good	ADJ
ajeer-223	169	68	one	one	NUM
ajeer-223	169	69	in	in	ADP
ajeer-223	169	70	comparison	comparison	NOUN
ajeer-223	169	71	to	to	ADP
ajeer-223	169	72	the	the	DET
ajeer-223	169	73	simple	simple	ADJ
ajeer-223	169	74	ols	ol	NOUN
ajeer-223	169	75	method	method	NOUN
ajeer-223	169	76	.	.	PUNCT
ajeer-223	170	1	the	the	DET
ajeer-223	170	2	serial	serial	ADJ
ajeer-223	170	3	correlation	correlation	NOUN
ajeer-223	170	4	causes	cause	VERB
ajeer-223	170	5	ols	ol	NOUN
ajeer-223	170	6	to	to	ADP
ajeer-223	170	7	produced	produce	VERB
ajeer-223	170	8	incorrect	incorrect	ADJ
ajeer-223	170	9	standard	standard	ADJ
ajeer-223	170	10	error	error	NOUN
ajeer-223	170	11	,	,	PUNCT
ajeer-223	170	12	and	and	CCONJ
ajeer-223	170	13	r	r	NOUN
ajeer-223	170	14	2	2	NUM
ajeer-223	170	15	value	value	NOUN
ajeer-223	170	16	.	.	PUNCT
ajeer-223	171	1	in	in	ADP
ajeer-223	171	2	this	this	DET
ajeer-223	171	3	model	model	NOUN
ajeer-223	171	4	observed	observe	VERB
ajeer-223	171	5	r	r	NOUN
ajeer-223	171	6	square	square	ADJ
ajeer-223	171	7	and	and	CCONJ
ajeer-223	171	8	corresponding	correspond	VERB
ajeer-223	171	9	probability	probability	NOUN
ajeer-223	171	10	chi	chi	ADJ
ajeer-223	171	11	-	-	PUNCT
ajeer-223	171	12	square	square	ADJ
ajeer-223	171	13	values	value	NOUN
ajeer-223	171	14	are	be	AUX
ajeer-223	171	15	statistically	statistically	ADV
ajeer-223	171	16	significant	significant	ADJ
ajeer-223	171	17	specify	specify	NOUN
ajeer-223	171	18	that	that	SCONJ
ajeer-223	171	19	there	there	PRON
ajeer-223	171	20	is	be	VERB
ajeer-223	171	21	no	no	DET
ajeer-223	171	22	serial	serial	ADJ
ajeer-223	171	23	correlation	correlation	NOUN
ajeer-223	171	24	in	in	ADP
ajeer-223	171	25	the	the	DET
ajeer-223	171	26	model	model	NOUN
ajeer-223	171	27	.	.	PUNCT
ajeer-223	172	1	r	r	NOUN
ajeer-223	172	2	square	square	NOUN
ajeer-223	172	3	(	(	PUNCT
ajeer-223	172	4	0.957274	0.957274	NUM
ajeer-223	172	5	)	)	PUNCT
ajeer-223	172	6	and	and	CCONJ
ajeer-223	172	7	adjusted	adjust	VERB
ajeer-223	172	8	r	r	NOUN
ajeer-223	172	9	2	2	NUM
ajeer-223	172	10	(	(	PUNCT
ajeer-223	172	11	0.957162	0.957162	NUM
ajeer-223	172	12	)	)	PUNCT
ajeer-223	172	13	are	be	AUX
ajeer-223	172	14	nearer	near	ADJ
ajeer-223	172	15	to	to	ADP
ajeer-223	172	16	1	1	NUM
ajeer-223	172	17	which	which	PRON
ajeer-223	172	18	shows	show	VERB
ajeer-223	172	19	the	the	DET
ajeer-223	172	20	goodness	goodness	NOUN
ajeer-223	172	21	of	of	ADP
ajeer-223	172	22	fit	fit	NOUN
ajeer-223	172	23	of	of	ADP
ajeer-223	172	24	the	the	DET
ajeer-223	172	25	model	model	NOUN
ajeer-223	172	26	.	.	PUNCT
ajeer-223	173	1	the	the	PRON
ajeer-223	173	2	r	r	NOUN
ajeer-223	173	3	2	2	NUM
ajeer-223	173	4	or	or	CCONJ
ajeer-223	173	5	coefficient	coefficient	NOUN
ajeer-223	173	6	of	of	ADP
ajeer-223	173	7	determination	determination	NOUN
ajeer-223	173	8	is	be	AUX
ajeer-223	173	9	included	include	VERB
ajeer-223	173	10	to	to	PART
ajeer-223	173	11	represent	represent	VERB
ajeer-223	173	12	how	how	SCONJ
ajeer-223	173	13	much	much	ADJ
ajeer-223	173	14	variation	variation	NOUN
ajeer-223	173	15	in	in	ADP
ajeer-223	173	16	the	the	DET
ajeer-223	173	17	dependent	dependent	ADJ
ajeer-223	173	18	fpt	fpt	PROPN
ajeer-223	173	19	variable	variable	NOUN
ajeer-223	173	20	is	be	AUX
ajeer-223	173	21	captured	capture	VERB
ajeer-223	173	22	by	by	ADP
ajeer-223	173	23	the	the	DET
ajeer-223	173	24	regression	regression	NOUN
ajeer-223	173	25	.	.	PUNCT
ajeer-223	174	1	both	both	PRON
ajeer-223	174	2	akaike	akaike	ADJ
ajeer-223	174	3	info	info	NOUN
ajeer-223	174	4	criterion	criterion	NOUN
ajeer-223	174	5	(	(	PUNCT
ajeer-223	174	6	aic	aic	PROPN
ajeer-223	174	7	)	)	PUNCT
ajeer-223	174	8	and	and	CCONJ
ajeer-223	174	9	schwarz	schwarz	PROPN
ajeer-223	174	10	info	info	NOUN
ajeer-223	174	11	criterion	criterion	NOUN
ajeer-223	174	12	(	(	PUNCT
ajeer-223	174	13	sic	sic	ADJ
ajeer-223	174	14	)	)	PUNCT
ajeer-223	174	15	which	which	PRON
ajeer-223	174	16	are	be	AUX
ajeer-223	174	17	used	use	VERB
ajeer-223	174	18	for	for	ADP
ajeer-223	174	19	the	the	DET
ajeer-223	174	20	selections	selection	NOUN
ajeer-223	174	21	of	of	ADP
ajeer-223	174	22	better	well	ADJ
ajeer-223	174	23	model	model	NOUN
ajeer-223	174	24	,	,	PUNCT
ajeer-223	174	25	(	(	PUNCT
ajeer-223	174	26	penalize	penalize	VERB
ajeer-223	174	27	for	for	ADP
ajeer-223	174	28	introducing	introduce	VERB
ajeer-223	174	29	more	more	ADJ
ajeer-223	174	30	regressors	regressor	NOUN
ajeer-223	174	31	in	in	ADP
ajeer-223	174	32	the	the	DET
ajeer-223	174	33	model	model	NOUN
ajeer-223	174	34	)	)	PUNCT
ajeer-223	174	35	.	.	PUNCT
ajeer-223	175	1	suggest	suggest	VERB
ajeer-223	175	2	that	that	SCONJ
ajeer-223	175	3	this	this	DET
ajeer-223	175	4	model	model	NOUN
ajeer-223	175	5	is	be	AUX
ajeer-223	175	6	better	well	ADJ
ajeer-223	175	7	,	,	PUNCT
ajeer-223	175	8	the	the	PRON
ajeer-223	175	9	lower	low	ADJ
ajeer-223	175	10	the	the	DET
ajeer-223	175	11	value	value	NOUN
ajeer-223	175	12	of	of	ADP
ajeer-223	175	13	sic	sic	ADJ
ajeer-223	175	14	and	and	CCONJ
ajeer-223	175	15	aic	aic	PROPN
ajeer-223	175	16	,	,	PUNCT
ajeer-223	175	17	the	the	PRON
ajeer-223	175	18	better	well	ADJ
ajeer-223	175	19	the	the	DET
ajeer-223	175	20	model	model	NOUN
ajeer-223	175	21	(	(	PUNCT
ajeer-223	175	22	gulati	gulati	PROPN
ajeer-223	175	23	,	,	PUNCT
ajeer-223	175	24	2012	2012	NUM
ajeer-223	175	25	)	)	PUNCT
ajeer-223	175	26	as	as	SCONJ
ajeer-223	175	27	aic	aic	PROPN
ajeer-223	175	28	and	and	CCONJ
ajeer-223	175	29	sic	sic	ADJ
ajeer-223	175	30	have	have	VERB
ajeer-223	175	31	values	value	NOUN
ajeer-223	175	32	16.473	16.473	NUM
ajeer-223	175	33	and	and	CCONJ
ajeer-223	175	34	16.490	16.490	NUM
ajeer-223	175	35	for	for	ADP
ajeer-223	175	36	the	the	DET
ajeer-223	175	37	bg	bg	PROPN
ajeer-223	175	38	model	model	NOUN
ajeer-223	175	39	as	as	ADP
ajeer-223	175	40	compared	compare	VERB
ajeer-223	175	41	to	to	ADP
ajeer-223	175	42	19.623	19.623	NUM
ajeer-223	175	43	and	and	CCONJ
ajeer-223	175	44	19.634	19.634	NUM
ajeer-223	175	45	for	for	ADP
ajeer-223	175	46	the	the	DET
ajeer-223	175	47	simple	simple	ADJ
ajeer-223	175	48	ols	ol	NOUN
ajeer-223	175	49	model	model	NOUN
ajeer-223	175	50	.	.	PUNCT
ajeer-223	176	1	therefore	therefore	ADV
ajeer-223	176	2	,	,	PUNCT
ajeer-223	176	3	we	we	PRON
ajeer-223	176	4	consider	consider	VERB
ajeer-223	176	5	the	the	DET
ajeer-223	176	6	regression	regression	NOUN
ajeer-223	176	7	results	result	NOUN
ajeer-223	176	8	of	of	ADP
ajeer-223	176	9	table	table	NOUN
ajeer-223	176	10	4	4	NUM
ajeer-223	176	11	for	for	ADP
ajeer-223	176	12	our	our	PRON
ajeer-223	176	13	analysis	analysis	NOUN
ajeer-223	176	14	,	,	PUNCT
ajeer-223	176	15	as	as	SCONJ
ajeer-223	176	16	the	the	DET
ajeer-223	176	17	estimated	estimate	VERB
ajeer-223	176	18	regression	regression	NOUN
ajeer-223	176	19	results	result	NOUN
ajeer-223	176	20	satisfy	satisfy	VERB
ajeer-223	176	21	all	all	DET
ajeer-223	176	22	the	the	DET
ajeer-223	176	23	criteria	criterion	NOUN
ajeer-223	176	24	for	for	ADP
ajeer-223	176	25	a	a	DET
ajeer-223	176	26	good	good	ADJ
ajeer-223	176	27	model	model	NOUN
ajeer-223	176	28	.	.	PUNCT
ajeer-223	177	1	the	the	DET
ajeer-223	177	2	estimated	estimate	VERB
ajeer-223	177	3	regression	regression	NOUN
ajeer-223	177	4	test	test	NOUN
ajeer-223	177	5	result	result	NOUN
ajeer-223	177	6	value	value	NOUN
ajeer-223	177	7	helps	help	VERB
ajeer-223	177	8	in	in	ADP
ajeer-223	177	9	examining	examine	VERB
ajeer-223	177	10	the	the	DET
ajeer-223	177	11	informational	informational	ADJ
ajeer-223	177	12	content	content	NOUN
ajeer-223	177	13	of	of	ADP
ajeer-223	177	14	open	open	ADJ
ajeer-223	177	15	interest	interest	NOUN
ajeer-223	177	16	and	and	CCONJ
ajeer-223	177	17	volume	volume	NOUN
ajeer-223	177	18	for	for	ADP
ajeer-223	177	19	discovering	discover	VERB
ajeer-223	177	20	price	price	NOUN
ajeer-223	177	21	.	.	PUNCT
ajeer-223	178	1	from	from	ADP
ajeer-223	178	2	the	the	DET
ajeer-223	178	3	above	above	ADJ
ajeer-223	178	4	bg	bg	PROPN
ajeer-223	178	5	lm	lm	PROPN
ajeer-223	178	6	test	test	NOUN
ajeer-223	178	7	both	both	DET
ajeer-223	178	8	variables	variable	NOUN
ajeer-223	178	9	have	have	VERB
ajeer-223	178	10	mutual	mutual	ADJ
ajeer-223	178	11	impact	impact	NOUN
ajeer-223	178	12	on	on	ADP
ajeer-223	178	13	the	the	DET
ajeer-223	178	14	futures	future	NOUN
ajeer-223	178	15	price	price	NOUN
ajeer-223	178	16	.	.	PUNCT
ajeer-223	179	1	the	the	DET
ajeer-223	179	2	coefficient	coefficient	NOUN
ajeer-223	179	3	value	value	NOUN
ajeer-223	179	4	(	(	PUNCT
ajeer-223	179	5	0.553206	0.553206	NUM
ajeer-223	179	6	)	)	PUNCT
ajeer-223	179	7	of	of	ADP
ajeer-223	179	8	open	open	ADJ
ajeer-223	179	9	interest	interest	NOUN
ajeer-223	179	10	is	be	AUX
ajeer-223	179	11	statistically	statistically	ADV
ajeer-223	179	12	significant	significant	ADJ
ajeer-223	179	13	at	at	ADP
ajeer-223	179	14	1	1	NUM
ajeer-223	179	15	per	per	ADP
ajeer-223	179	16	cent(0.0000	cent(0.0000	NOUN
ajeer-223	179	17	)	)	PUNCT
ajeer-223	179	18	level	level	NOUN
ajeer-223	179	19	,	,	PUNCT
ajeer-223	179	20	which	which	PRON
ajeer-223	179	21	indicates	indicate	VERB
ajeer-223	179	22	information	information	NOUN
ajeer-223	179	23	content	content	NOUN
ajeer-223	179	24	of	of	ADP
ajeer-223	179	25	open	open	ADJ
ajeer-223	179	26	interest	interest	NOUN
ajeer-223	179	27	is	be	AUX
ajeer-223	179	28	significant	significant	ADJ
ajeer-223	179	29	impact	impact	NOUN
ajeer-223	179	30	on	on	ADP
ajeer-223	179	31	futures	future	NOUN
ajeer-223	179	32	price	price	NOUN
ajeer-223	179	33	while	while	SCONJ
ajeer-223	179	34	trading	trading	NOUN
ajeer-223	179	35	volume	volume	NOUN
ajeer-223	179	36	has	have	VERB
ajeer-223	179	37	insignificant	insignificant	ADJ
ajeer-223	179	38	or	or	CCONJ
ajeer-223	179	39	negative	negative	ADJ
ajeer-223	179	40	(	(	PUNCT
ajeer-223	179	41	-0.631578	-0.631578	NOUN
ajeer-223	179	42	)	)	PUNCT
ajeer-223	179	43	impact	impact	NOUN
ajeer-223	179	44	on	on	ADP
ajeer-223	179	45	futures	future	NOUN
ajeer-223	179	46	price	price	NOUN
ajeer-223	179	47	of	of	ADP
ajeer-223	179	48	rubber	rubber	NOUN
ajeer-223	179	49	.	.	PUNCT
ajeer-223	180	1	next	next	ADV
ajeer-223	180	2	,	,	PUNCT
ajeer-223	180	3	we	we	PRON
ajeer-223	180	4	estimated	estimate	VERB
ajeer-223	180	5	the	the	DET
ajeer-223	180	6	equation	equation	NOUN
ajeer-223	180	7	with	with	ADP
ajeer-223	180	8	ordinary	ordinary	ADJ
ajeer-223	180	9	least	least	ADJ
ajeer-223	180	10	square	square	ADJ
ajeer-223	180	11	(	(	PUNCT
ajeer-223	180	12	ols	ol	NOUN
ajeer-223	180	13	)	)	PUNCT
ajeer-223	180	14	method	method	NOUN
ajeer-223	180	15	to	to	PART
ajeer-223	180	16	find	find	VERB
ajeer-223	180	17	out	out	ADP
ajeer-223	180	18	the	the	DET
ajeer-223	180	19	informational	informational	ADJ
ajeer-223	180	20	content	content	NOUN
ajeer-223	180	21	of	of	ADP
ajeer-223	180	22	open	open	ADJ
ajeer-223	180	23	interest	interest	NOUN
ajeer-223	180	24	and	and	CCONJ
ajeer-223	180	25	trading	trading	NOUN
ajeer-223	180	26	volume	volume	NOUN
ajeer-223	180	27	for	for	ADP
ajeer-223	180	28	futures	future	NOUN
ajeer-223	180	29	price	price	NOUN
ajeer-223	180	30	of	of	ADP
ajeer-223	180	31	pepper	pepper	NOUN
ajeer-223	180	32	during	during	ADP
ajeer-223	180	33	the	the	DET
ajeer-223	180	34	period	period	NOUN
ajeer-223	180	35	of	of	ADP
ajeer-223	180	36	study	study	NOUN
ajeer-223	180	37	.	.	PUNCT
ajeer-223	181	1	here	here	ADV
ajeer-223	181	2	,	,	PUNCT
ajeer-223	181	3	dfupepper	dfupepper	ADV
ajeer-223	181	4	is	be	AUX
ajeer-223	181	5	considered	consider	VERB
ajeer-223	181	6	as	as	ADP
ajeer-223	181	7	dependent	dependent	ADJ
ajeer-223	181	8	variable	variable	NOUN
ajeer-223	181	9	.	.	PUNCT
ajeer-223	182	1	but	but	CCONJ
ajeer-223	182	2	the	the	DET
ajeer-223	182	3	result	result	NOUN
ajeer-223	182	4	is	be	AUX
ajeer-223	182	5	not	not	PART
ajeer-223	182	6	quite	quite	ADV
ajeer-223	182	7	good	good	ADJ
ajeer-223	182	8	because	because	SCONJ
ajeer-223	182	9	of	of	ADP
ajeer-223	182	10	low	low	ADJ
ajeer-223	182	11	value	value	NOUN
ajeer-223	182	12	of	of	ADP
ajeer-223	182	13	r	r	NOUN
ajeer-223	182	14	2	2	NUM
ajeer-223	182	15	and	and	CCONJ
ajeer-223	182	16	adjusted	adjust	VERB
ajeer-223	182	17	r	r	NOUN
ajeer-223	182	18	2	2	NUM
ajeer-223	182	19	and	and	CCONJ
ajeer-223	182	20	low	low	ADJ
ajeer-223	182	21	value	value	NOUN
ajeer-223	182	22	of	of	ADP
ajeer-223	182	23	the	the	DET
ajeer-223	182	24	durbin	durbin	ADJ
ajeer-223	182	25	-	-	PUNCT
ajeer-223	182	26	watson	watson	PROPN
ajeer-223	182	27	statistics	statistic	NOUN
ajeer-223	182	28	which	which	PRON
ajeer-223	182	29	shows	show	VERB
ajeer-223	182	30	the	the	DET
ajeer-223	182	31	existence	existence	NOUN
ajeer-223	182	32	of	of	ADP
ajeer-223	182	33	auto	auto	NOUN
ajeer-223	182	34	-	-	PUNCT
ajeer-223	182	35	correlation	correlation	NOUN
ajeer-223	182	36	problem	problem	NOUN
ajeer-223	182	37	.	.	PUNCT
ajeer-223	183	1	table-5	table-5	PROPN
ajeer-223	183	2	.	.	PUNCT
ajeer-223	183	3	informational	informational	ADJ
ajeer-223	183	4	content	content	NOUN
ajeer-223	183	5	of	of	ADP
ajeer-223	183	6	open	open	ADJ
ajeer-223	183	7	interest	interest	NOUN
ajeer-223	183	8	and	and	CCONJ
ajeer-223	183	9	volume	volume	NOUN
ajeer-223	183	10	for	for	ADP
ajeer-223	183	11	futures	future	NOUN
ajeer-223	183	12	price	price	NOUN
ajeer-223	183	13	of	of	ADP
ajeer-223	183	14	pepper	pepper	NOUN
ajeer-223	183	15	dependent	dependent	ADJ
ajeer-223	183	16	variable	variable	NOUN
ajeer-223	183	17	:	:	PUNCT
ajeer-223	183	18	dfupepper	dfupepper	ADV
ajeer-223	183	19	,	,	PUNCT
ajeer-223	183	20	included	include	VERB
ajeer-223	183	21	observations	observation	NOUN
ajeer-223	183	22	:	:	PUNCT
ajeer-223	183	23	1650	1650	NUM
ajeer-223	183	24	variables	variable	NOUN
ajeer-223	183	25	coefficient	coefficient	VERB
ajeer-223	183	26	std	std	PROPN
ajeer-223	183	27	.	.	PROPN
ajeer-223	183	28	error	error	NOUN
ajeer-223	183	29	prob	prob	NOUN
ajeer-223	183	30	.	.	PUNCT
ajeer-223	184	1	c	c	PROPN
ajeer-223	184	2	26143.39	26143.39	NUM
ajeer-223	184	3	333.2566	333.2566	NUM
ajeer-223	184	4	0.0000	0.0000	NUM
ajeer-223	184	5	doipepper	doipepper	NOUN
ajeer-223	184	6	-1.275191	-1.275191	NOUN
ajeer-223	184	7	0.125509	0.125509	NUM
ajeer-223	184	8	0.0000	0.0000	NUM
ajeer-223	184	9	dvolpepper	dvolpepper	NOUN
ajeer-223	184	10	0.589442	0.589442	NUM
ajeer-223	184	11	0.149684	0.149684	NUM
ajeer-223	184	12	0.0001	0.0001	NUM
ajeer-223	184	13	r	r	X
ajeer-223	184	14	-	-	PUNCT
ajeer-223	184	15	squared0.075637	squared0.075637	PROPN
ajeer-223	184	16	,	,	PUNCT
ajeer-223	184	17	adjusted	adjust	VERB
ajeer-223	184	18	r	r	NOUN
ajeer-223	184	19	-	-	PUNCT
ajeer-223	184	20	squared	square	VERB
ajeer-223	184	21	0.0745f	0.0745f	NOUN
ajeer-223	184	22	-	-	PUNCT
ajeer-223	184	23	statistic67.38341	statistic67.38341	NOUN
ajeer-223	184	24	,	,	PUNCT
ajeer-223	184	25	prob(f	prob(f	NOUN
ajeer-223	184	26	-	-	PUNCT
ajeer-223	184	27	statistic)0.000000	statistic)0.000000	PROPN
ajeer-223	184	28	,	,	PUNCT
ajeer-223	184	29	akaikeinfocriterion21.31769	akaikeinfocriterion21.31769	PROPN
ajeer-223	184	30	,	,	PUNCT
ajeer-223	184	31	schwarz	schwarz	NOUN
ajeer-223	184	32	criterion	criterion	NOUN
ajeer-223	184	33	21.32753	21.32753	NUM
ajeer-223	184	34	,	,	PUNCT
ajeer-223	184	35	durbin	durbin	ADJ
ajeer-223	184	36	-	-	PUNCT
ajeer-223	184	37	watson	watson	NOUN
ajeer-223	184	38	stat	stat	NOUN
ajeer-223	184	39	0.015140	0.015140	NUM
ajeer-223	184	40	for	for	ADP
ajeer-223	184	41	p	p	NOUN
ajeer-223	184	42	value	value	NOUN
ajeer-223	184	43	:	:	PUNCT
ajeer-223	184	44	at	at	ADP
ajeer-223	184	45	1	1	NUM
ajeer-223	184	46	per	per	ADP
ajeer-223	184	47	cent	cent	NOUN
ajeer-223	184	48	level	level	NOUN
ajeer-223	184	49	is	be	AUX
ajeer-223	184	50	0.01	0.01	NUM
ajeer-223	184	51	;	;	PUNCT
ajeer-223	184	52	5	5	NUM
ajeer-223	184	53	per	per	ADP
ajeer-223	184	54	cent	cent	NOUN
ajeer-223	184	55	level	level	NOUN
ajeer-223	184	56	is	be	AUX
ajeer-223	184	57	0.05	0.05	NUM
ajeer-223	184	58	,	,	PUNCT
ajeer-223	184	59	the	the	DET
ajeer-223	184	60	simple	simple	ADJ
ajeer-223	184	61	ols	ol	NOUN
ajeer-223	184	62	technique	technique	NOUN
ajeer-223	184	63	ca	can	AUX
ajeer-223	184	64	n’t	not	PART
ajeer-223	184	65	be	be	AUX
ajeer-223	184	66	considered	consider	VERB
ajeer-223	184	67	as	as	ADP
ajeer-223	184	68	good	good	ADJ
ajeer-223	184	69	one	one	NUM
ajeer-223	184	70	.	.	PUNCT
ajeer-223	185	1	here	here	ADV
ajeer-223	185	2	p	p	NOUN
ajeer-223	185	3	-	-	PUNCT
ajeer-223	185	4	values	value	NOUN
ajeer-223	185	5	of	of	ADP
ajeer-223	185	6	open	open	ADJ
ajeer-223	185	7	interest	interest	NOUN
ajeer-223	185	8	and	and	CCONJ
ajeer-223	185	9	trading	trading	NOUN
ajeer-223	185	10	volume	volume	NOUN
ajeer-223	185	11	are	be	AUX
ajeer-223	185	12	statistically	statistically	ADV
ajeer-223	185	13	significant	significant	ADJ
ajeer-223	185	14	.	.	PUNCT
ajeer-223	186	1	though	though	SCONJ
ajeer-223	186	2	the	the	DET
ajeer-223	186	3	values	value	NOUN
ajeer-223	186	4	of	of	ADP
ajeer-223	186	5	both	both	PRON
ajeer-223	186	6	r	r	NOUN
ajeer-223	186	7	2	2	NUM
ajeer-223	186	8	and	and	CCONJ
ajeer-223	186	9	adjusted	adjust	VERB
ajeer-223	186	10	r	r	NOUN
ajeer-223	186	11	2	2	NUM
ajeer-223	186	12	is	be	AUX
ajeer-223	186	13	very	very	ADV
ajeer-223	186	14	low	low	ADJ
ajeer-223	186	15	which	which	PRON
ajeer-223	186	16	show	show	VERB
ajeer-223	186	17	our	our	PRON
ajeer-223	186	18	model	model	NOUN
ajeer-223	186	19	is	be	AUX
ajeer-223	186	20	not	not	PART
ajeer-223	186	21	fit	fit	ADJ
ajeer-223	186	22	,	,	PUNCT
ajeer-223	186	23	at	at	ADP
ajeer-223	186	24	the	the	DET
ajeer-223	186	25	same	same	ADJ
ajeer-223	186	26	time	time	NOUN
ajeer-223	186	27	the	the	DET
ajeer-223	186	28	durbin	durbin	NOUN
ajeer-223	186	29	-	-	PUNCT
ajeer-223	186	30	watson	watson	NOUN
ajeer-223	186	31	(	(	PUNCT
ajeer-223	186	32	dw	dw	NOUN
ajeer-223	186	33	)	)	PUNCT
ajeer-223	186	34	statistic	statistic	NOUN
ajeer-223	186	35	is	be	AUX
ajeer-223	186	36	very	very	ADV
ajeer-223	186	37	low	low	ADJ
ajeer-223	186	38	i.e.	i.e.	X
ajeer-223	186	39	0.015140	0.015140	NUM
ajeer-223	186	40	which	which	PRON
ajeer-223	186	41	indicate	indicate	VERB
ajeer-223	186	42	the	the	DET
ajeer-223	186	43	presence	presence	NOUN
ajeer-223	186	44	of	of	ADP
ajeer-223	186	45	autocorrelations	autocorrelation	NOUN
ajeer-223	186	46	.	.	PUNCT
ajeer-223	187	1	to	to	PART
ajeer-223	187	2	solve	solve	VERB
ajeer-223	187	3	the	the	DET
ajeer-223	187	4	problem	problem	NOUN
ajeer-223	187	5	of	of	ADP
ajeer-223	187	6	auto	auto	NOUN
ajeer-223	187	7	-	-	PUNCT
ajeer-223	187	8	correlation	correlation	NOUN
ajeer-223	187	9	of	of	ADP
ajeer-223	187	10	error	error	NOUN
ajeer-223	187	11	term	term	NOUN
ajeer-223	187	12	,	,	PUNCT
ajeer-223	187	13	we	we	PRON
ajeer-223	187	14	have	have	AUX
ajeer-223	187	15	allowed	allow	VERB
ajeer-223	187	16	a	a	DET
ajeer-223	187	17	bruesch	bruesch	PROPN
ajeer-223	187	18	godfrey	godfrey	PROPN
ajeer-223	187	19	model	model	NOUN
ajeer-223	187	20	of	of	ADP
ajeer-223	187	21	test	test	NOUN
ajeer-223	187	22	.	.	PUNCT
ajeer-223	188	1	the	the	DET
ajeer-223	188	2	result	result	NOUN
ajeer-223	188	3	of	of	ADP
ajeer-223	188	4	the	the	DET
ajeer-223	188	5	ols	ol	NOUN
ajeer-223	188	6	technique	technique	NOUN
ajeer-223	188	7	with	with	ADP
ajeer-223	188	8	bg	bg	PROPN
ajeer-223	188	9	test	test	NOUN
ajeer-223	188	10	is	be	AUX
ajeer-223	188	11	presented	present	VERB
ajeer-223	188	12	in	in	ADP
ajeer-223	188	13	table	table	NOUN
ajeer-223	188	14	6	6	NUM
ajeer-223	188	15	.	.	PUNCT
ajeer-223	189	1	table-6	table-6	PROPN
ajeer-223	189	2	.	.	PUNCT
ajeer-223	189	3	breusch	breusch	PROPN
ajeer-223	189	4	-	-	PUNCT
ajeer-223	189	5	godfrey	godfrey	NOUN
ajeer-223	189	6	serial	serial	ADJ
ajeer-223	189	7	correlation	correlation	NOUN
ajeer-223	189	8	of	of	ADP
ajeer-223	189	9	pepper	pepper	NOUN
ajeer-223	189	10	dependent	dependent	ADJ
ajeer-223	189	11	variable	variable	NOUN
ajeer-223	189	12	:	:	PUNCT
ajeer-223	189	13	dfupepper	dfupepper	ADV
ajeer-223	189	14	:	:	PUNCT
ajeer-223	189	15	included	include	VERB
ajeer-223	189	16	observations	observation	NOUN
ajeer-223	189	17	:	:	PUNCT
ajeer-223	189	18	1650	1650	NUM
ajeer-223	189	19	obs*r	obs*r	VERB
ajeer-223	189	20	-	-	PUNCT
ajeer-223	189	21	squared	square	VERB
ajeer-223	189	22	1628.743	1628.743	NUM
ajeer-223	189	23	prob	prob	NOUN
ajeer-223	189	24	.	.	PUNCT
ajeer-223	190	1	chi	chi	ADJ
ajeer-223	190	2	-	-	PUNCT
ajeer-223	190	3	square(2	square(2	NOUN
ajeer-223	190	4	)	)	PUNCT
ajeer-223	191	1	0.0000	0.0000	NUM
ajeer-223	191	2	variable	variable	ADJ
ajeer-223	191	3	coefficient	coefficient	NOUN
ajeer-223	191	4	std	std	PROPN
ajeer-223	191	5	.	.	PROPN
ajeer-223	191	6	error	error	NOUN
ajeer-223	191	7	prob	prob	NOUN
ajeer-223	191	8	.	.	PUNCT
ajeer-223	192	1	c	c	NOUN
ajeer-223	192	2	-123.9748	-123.9748	PROPN
ajeer-223	192	3	37.89798	37.89798	NUM
ajeer-223	192	4	0.0011	0.0011	NUM
ajeer-223	192	5	doipepper	doipepper	NOUN
ajeer-223	192	6	0.192413	0.192413	NUM
ajeer-223	192	7	0.014319	0.014319	NUM
ajeer-223	192	8	0.0000	0.0000	NUM
ajeer-223	192	9	dvolpepper	dvolpepper	NOUN
ajeer-223	192	10	-0.242177	-0.242177	NOUN
ajeer-223	193	1	0.017033	0.017033	NUM
ajeer-223	193	2	0.0000	0.0000	NUM
ajeer-223	193	3	r	r	X
ajeer-223	193	4	-	-	PUNCT
ajeer-223	193	5	squared	square	VERB
ajeer-223	193	6	0.987117,adjusted	0.987117,adjusted	NUM
ajeer-223	193	7	r	r	NOUN
ajeer-223	193	8	-	-	PUNCT
ajeer-223	193	9	squared0.987085,f	squared0.987085,f	ADV
ajeer-223	193	10	-	-	PUNCT
ajeer-223	193	11	statistic31509.97,prob(fstatistic)0.000000,akaike	statistic31509.97,prob(fstatistic)0.000000,akaike	NOUN
ajeer-223	193	12	info	info	NOUN
ajeer-223	193	13	criterion16.96829	criterion16.96829	PROPN
ajeer-223	193	14	,	,	PUNCT
ajeer-223	193	15	schwarz	schwarz	PROPN
ajeer-223	193	16	criterion16.98468	criterion16.98468	PROPN
ajeer-223	193	17	,	,	PUNCT
ajeer-223	193	18	durbin	durbin	NOUN
ajeer-223	193	19	-	-	PUNCT
ajeer-223	193	20	watson	watson	NOUN
ajeer-223	193	21	stat1.634313	stat1.634313	PROPN
ajeer-223	193	22	for	for	ADP
ajeer-223	193	23	p	p	NOUN
ajeer-223	193	24	value	value	NOUN
ajeer-223	193	25	:	:	PUNCT
ajeer-223	193	26	at	at	ADP
ajeer-223	193	27	1	1	NUM
ajeer-223	193	28	per	per	ADP
ajeer-223	193	29	cent	cent	NOUN
ajeer-223	193	30	level	level	NOUN
ajeer-223	193	31	is	be	AUX
ajeer-223	193	32	0.01	0.01	NUM
ajeer-223	193	33	;	;	PUNCT
ajeer-223	193	34	5	5	NUM
ajeer-223	193	35	per	per	ADP
ajeer-223	193	36	cent	cent	NOUN
ajeer-223	193	37	level	level	NOUN
ajeer-223	193	38	is	be	AUX
ajeer-223	193	39	0.05	0.05	NUM
ajeer-223	193	40	breusch	breusch	ADV
ajeer-223	193	41	godfrey	godfrey	PROPN
ajeer-223	193	42	lm	lm	PROPN
ajeer-223	193	43	test	test	NOUN
ajeer-223	193	44	for	for	ADP
ajeer-223	193	45	serial	serial	ADJ
ajeer-223	193	46	correlation	correlation	NOUN
ajeer-223	193	47	on	on	ADP
ajeer-223	193	48	the	the	DET
ajeer-223	193	49	basis	basis	NOUN
ajeer-223	193	50	of	of	ADP
ajeer-223	193	51	lagged	lag	VERB
ajeer-223	193	52	values	value	NOUN
ajeer-223	193	53	of	of	ADP
ajeer-223	193	54	error	error	NOUN
ajeer-223	193	55	terms	term	NOUN
ajeer-223	193	56	.	.	PUNCT
ajeer-223	194	1	it	it	PRON
ajeer-223	194	2	is	be	AUX
ajeer-223	194	3	tested	test	VERB
ajeer-223	194	4	on	on	ADP
ajeer-223	194	5	the	the	DET
ajeer-223	194	6	basis	basis	NOUN
ajeer-223	194	7	of	of	ADP
ajeer-223	194	8	observed	observed	ADJ
ajeer-223	194	9	r	r	NOUN
ajeer-223	194	10	square	square	NOUN
ajeer-223	194	11	and	and	CCONJ
ajeer-223	194	12	p	p	NOUN
ajeer-223	194	13	values	value	NOUN
ajeer-223	194	14	of	of	ADP
ajeer-223	194	15	the	the	DET
ajeer-223	194	16	chi	chi	NOUN
ajeer-223	194	17	-	-	PUNCT
ajeer-223	194	18	square	square	NOUN
ajeer-223	194	19	.	.	PUNCT
ajeer-223	195	1	here	here	ADV
ajeer-223	195	2	the	the	DET
ajeer-223	195	3	observed	observed	ADJ
ajeer-223	195	4	r	r	NOUN
ajeer-223	195	5	square	square	ADJ
ajeer-223	195	6	and	and	CCONJ
ajeer-223	195	7	chi	chi	ADJ
ajeer-223	195	8	square	square	ADJ
ajeer-223	195	9	values	value	NOUN
ajeer-223	195	10	are	be	AUX
ajeer-223	195	11	significant	significant	ADJ
ajeer-223	195	12	at	at	ADP
ajeer-223	195	13	1	1	NUM
ajeer-223	195	14	per	per	ADP
ajeer-223	195	15	cent	cent	NOUN
ajeer-223	195	16	and	and	CCONJ
ajeer-223	195	17	we	we	PRON
ajeer-223	195	18	can	can	AUX
ajeer-223	195	19	say	say	VERB
ajeer-223	195	20	that	that	SCONJ
ajeer-223	195	21	there	there	PRON
ajeer-223	195	22	is	be	VERB
ajeer-223	195	23	no	no	DET
ajeer-223	195	24	auto	auto	NOUN
ajeer-223	195	25	correlation	correlation	NOUN
ajeer-223	195	26	among	among	ADP
ajeer-223	195	27	variables	variable	NOUN
ajeer-223	195	28	.	.	PUNCT
ajeer-223	196	1	the	the	DET
ajeer-223	196	2	values	value	NOUN
ajeer-223	196	3	of	of	ADP
ajeer-223	196	4	both	both	PRON
ajeer-223	196	5	r	r	NOUN
ajeer-223	196	6	2	2	NUM
ajeer-223	196	7	and	and	CCONJ
ajeer-223	196	8	adjusted	adjust	VERB
ajeer-223	196	9	r	r	NOUN
ajeer-223	196	10	2	2	NUM
ajeer-223	196	11	are	be	AUX
ajeer-223	196	12	nearer	nearer	ADJ
ajeer-223	196	13	to	to	ADP
ajeer-223	196	14	1(0.987117	1(0.987117	NUM
ajeer-223	196	15	and	and	CCONJ
ajeer-223	196	16	0.987085	0.987085	NUM
ajeer-223	196	17	)	)	PUNCT
ajeer-223	196	18	which	which	PRON
ajeer-223	196	19	shows	show	VERB
ajeer-223	196	20	the	the	DET
ajeer-223	196	21	goodness	goodness	NOUN
ajeer-223	196	22	of	of	ADP
ajeer-223	196	23	fit	fit	ADJ
ajeer-223	196	24	or	or	CCONJ
ajeer-223	196	25	overall	overall	ADJ
ajeer-223	196	26	fitness	fitness	NOUN
ajeer-223	196	27	of	of	ADP
ajeer-223	196	28	model	model	NOUN
ajeer-223	196	29	.	.	PUNCT
ajeer-223	197	1	both	both	DET
ajeer-223	197	2	asian	asian	ADJ
ajeer-223	197	3	journal	journal	NOUN
ajeer-223	197	4	of	of	ADP
ajeer-223	197	5	economics	economic	NOUN
ajeer-223	197	6	and	and	CCONJ
ajeer-223	197	7	empirical	empirical	ADJ
ajeer-223	197	8	research	research	NOUN
ajeer-223	197	9	,	,	PUNCT
ajeer-223	197	10	2016	2016	NUM
ajeer-223	197	11	,	,	PUNCT
ajeer-223	197	12	3(2	3(2	NUM
ajeer-223	197	13	):	):	PUNCT
ajeer-223	197	14	156	156	NUM
ajeer-223	197	15	-	-	SYM
ajeer-223	197	16	162	162	NUM
ajeer-223	197	17	161	161	NUM
ajeer-223	197	18	akaike	akaike	ADJ
ajeer-223	197	19	info	info	NOUN
ajeer-223	197	20	criterion	criterion	NOUN
ajeer-223	197	21	(	(	PUNCT
ajeer-223	197	22	aic	aic	PROPN
ajeer-223	197	23	)	)	PUNCT
ajeer-223	197	24	and	and	CCONJ
ajeer-223	197	25	schwarz	schwarz	PROPN
ajeer-223	197	26	info	info	NOUN
ajeer-223	197	27	criterion	criterion	NOUN
ajeer-223	197	28	(	(	PUNCT
ajeer-223	197	29	sic	sic	ADJ
ajeer-223	197	30	)	)	PUNCT
ajeer-223	197	31	which	which	PRON
ajeer-223	197	32	are	be	AUX
ajeer-223	197	33	used	use	VERB
ajeer-223	197	34	for	for	ADP
ajeer-223	197	35	the	the	DET
ajeer-223	197	36	selections	selection	NOUN
ajeer-223	197	37	of	of	ADP
ajeer-223	197	38	better	well	ADJ
ajeer-223	197	39	model	model	NOUN
ajeer-223	197	40	suggest	suggest	VERB
ajeer-223	197	41	that	that	SCONJ
ajeer-223	197	42	the	the	DET
ajeer-223	197	43	bg	bg	PROPN
ajeer-223	197	44	model	model	NOUN
ajeer-223	197	45	is	be	AUX
ajeer-223	197	46	better	well	ADJ
ajeer-223	197	47	as	as	SCONJ
ajeer-223	197	48	aic	aic	PROPN
ajeer-223	197	49	and	and	CCONJ
ajeer-223	197	50	sic	sic	ADJ
ajeer-223	197	51	have	have	VERB
ajeer-223	197	52	values	value	NOUN
ajeer-223	197	53	16.968	16.968	NUM
ajeer-223	197	54	and	and	CCONJ
ajeer-223	197	55	16.984	16.984	NUM
ajeer-223	197	56	for	for	ADP
ajeer-223	197	57	the	the	DET
ajeer-223	197	58	bg	bg	PROPN
ajeer-223	197	59	model	model	NOUN
ajeer-223	197	60	as	as	ADP
ajeer-223	197	61	compared	compare	VERB
ajeer-223	197	62	to	to	ADP
ajeer-223	197	63	the	the	DET
ajeer-223	197	64	simple	simple	ADJ
ajeer-223	197	65	ols	ol	NOUN
ajeer-223	197	66	model	model	NOUN
ajeer-223	197	67	(	(	PUNCT
ajeer-223	197	68	21.31769,21.32753	21.31769,21.32753	NOUN
ajeer-223	197	69	)	)	PUNCT
ajeer-223	197	70	.	.	PUNCT
ajeer-223	198	1	the	the	DET
ajeer-223	198	2	p	p	PROPN
ajeer-223	198	3	value	value	NOUN
ajeer-223	198	4	and	and	CCONJ
ajeer-223	198	5	corresponding	corresponding	ADJ
ajeer-223	198	6	f	f	PROPN
ajeer-223	198	7	-	-	PUNCT
ajeer-223	198	8	statistics	statistic	NOUN
ajeer-223	198	9	(	(	PUNCT
ajeer-223	198	10	0.0000	0.0000	NUM
ajeer-223	198	11	)	)	PUNCT
ajeer-223	198	12	are	be	AUX
ajeer-223	198	13	significant	significant	ADJ
ajeer-223	198	14	which	which	PRON
ajeer-223	198	15	measure	measure	NOUN
ajeer-223	198	16	the	the	DET
ajeer-223	198	17	overall	overall	ADJ
ajeer-223	198	18	significance	significance	NOUN
ajeer-223	198	19	of	of	ADP
ajeer-223	198	20	the	the	DET
ajeer-223	198	21	estimated	estimate	VERB
ajeer-223	198	22	regression	regression	NOUN
ajeer-223	198	23	.	.	PUNCT
ajeer-223	199	1	therefore	therefore	ADV
ajeer-223	199	2	,	,	PUNCT
ajeer-223	199	3	we	we	PRON
ajeer-223	199	4	consider	consider	VERB
ajeer-223	199	5	the	the	DET
ajeer-223	199	6	bg	bg	PROPN
ajeer-223	199	7	lm	lm	PROPN
ajeer-223	199	8	model	model	NOUN
ajeer-223	199	9	reported	report	VERB
ajeer-223	199	10	in	in	ADP
ajeer-223	199	11	table	table	NOUN
ajeer-223	199	12	6	6	NUM
ajeer-223	199	13	for	for	ADP
ajeer-223	199	14	our	our	PRON
ajeer-223	199	15	analysis	analysis	NOUN
ajeer-223	199	16	.	.	PUNCT
ajeer-223	200	1	the	the	DET
ajeer-223	200	2	estimated	estimate	VERB
ajeer-223	200	3	regression	regression	NOUN
ajeer-223	200	4	test	test	NOUN
ajeer-223	200	5	result	result	NOUN
ajeer-223	200	6	value	value	NOUN
ajeer-223	200	7	helps	help	VERB
ajeer-223	200	8	in	in	ADP
ajeer-223	200	9	examining	examine	VERB
ajeer-223	200	10	the	the	DET
ajeer-223	200	11	informational	informational	ADJ
ajeer-223	200	12	content	content	NOUN
ajeer-223	200	13	of	of	ADP
ajeer-223	200	14	open	open	ADJ
ajeer-223	200	15	interest	interest	NOUN
ajeer-223	200	16	and	and	CCONJ
ajeer-223	200	17	volume	volume	NOUN
ajeer-223	200	18	for	for	ADP
ajeer-223	200	19	futures	future	NOUN
ajeer-223	200	20	price	price	NOUN
ajeer-223	200	21	.	.	PUNCT
ajeer-223	201	1	the	the	DET
ajeer-223	201	2	regression	regression	NOUN
ajeer-223	201	3	result	result	NOUN
ajeer-223	201	4	of	of	ADP
ajeer-223	201	5	table	table	NOUN
ajeer-223	201	6	6	6	NUM
ajeer-223	201	7	shows	show	VERB
ajeer-223	201	8	that	that	SCONJ
ajeer-223	201	9	information	information	NOUN
ajeer-223	201	10	content	content	NOUN
ajeer-223	201	11	of	of	ADP
ajeer-223	201	12	open	open	ADJ
ajeer-223	201	13	interest	interest	NOUN
ajeer-223	201	14	of	of	ADP
ajeer-223	201	15	pepper	pepper	NOUN
ajeer-223	201	16	(	(	PUNCT
ajeer-223	201	17	oipepper	oipepper	NOUN
ajeer-223	201	18	)	)	PUNCT
ajeer-223	201	19	playing	play	VERB
ajeer-223	201	20	a	a	DET
ajeer-223	201	21	major	major	ADJ
ajeer-223	201	22	role	role	NOUN
ajeer-223	201	23	for	for	ADP
ajeer-223	201	24	determining	determine	VERB
ajeer-223	201	25	futures	future	NOUN
ajeer-223	201	26	price	price	NOUN
ajeer-223	201	27	of	of	ADP
ajeer-223	201	28	pepper	pepper	NOUN
ajeer-223	201	29	.	.	PUNCT
ajeer-223	202	1	the	the	DET
ajeer-223	202	2	positive	positive	ADJ
ajeer-223	202	3	sign	sign	NOUN
ajeer-223	202	4	of	of	ADP
ajeer-223	202	5	coefficient	coefficient	NOUN
ajeer-223	202	6	and	and	CCONJ
ajeer-223	202	7	significant	significant	ADJ
ajeer-223	202	8	p	p	ADJ
ajeer-223	202	9	-	-	PUNCT
ajeer-223	202	10	value	value	NOUN
ajeer-223	202	11	shows	show	VERB
ajeer-223	202	12	that	that	SCONJ
ajeer-223	202	13	impact	impact	NOUN
ajeer-223	202	14	of	of	ADP
ajeer-223	202	15	open	open	ADJ
ajeer-223	202	16	interest	interest	NOUN
ajeer-223	202	17	is	be	AUX
ajeer-223	202	18	higher	high	ADJ
ajeer-223	202	19	compared	compare	VERB
ajeer-223	202	20	to	to	ADP
ajeer-223	202	21	trading	trading	NOUN
ajeer-223	202	22	volume	volume	NOUN
ajeer-223	202	23	.	.	PUNCT
ajeer-223	203	1	on	on	ADP
ajeer-223	203	2	the	the	DET
ajeer-223	203	3	other	other	ADJ
ajeer-223	203	4	hand	hand	NOUN
ajeer-223	203	5	the	the	DET
ajeer-223	203	6	estimated	estimate	VERB
ajeer-223	203	7	coefficient	coefficient	NOUN
ajeer-223	203	8	of	of	ADP
ajeer-223	203	9	trading	trading	NOUN
ajeer-223	203	10	volume	volume	NOUN
ajeer-223	203	11	is	be	AUX
ajeer-223	203	12	negative	negative	ADJ
ajeer-223	203	13	impact	impact	NOUN
ajeer-223	203	14	on	on	ADP
ajeer-223	203	15	futures	future	NOUN
ajeer-223	203	16	price	price	NOUN
ajeer-223	203	17	.	.	PUNCT
ajeer-223	204	1	estimated	estimate	VERB
ajeer-223	204	2	p	p	NOUN
ajeer-223	204	3	value	value	NOUN
ajeer-223	204	4	and	and	CCONJ
ajeer-223	204	5	f	f	PROPN
ajeer-223	204	6	statistics	statistic	NOUN
ajeer-223	204	7	indicate	indicate	VERB
ajeer-223	204	8	that	that	SCONJ
ajeer-223	204	9	the	the	DET
ajeer-223	204	10	overall	overall	ADJ
ajeer-223	204	11	fit	fit	NOUN
ajeer-223	204	12	of	of	ADP
ajeer-223	204	13	the	the	DET
ajeer-223	204	14	model	model	NOUN
ajeer-223	204	15	.	.	PUNCT
ajeer-223	205	1	r	r	NOUN
ajeer-223	205	2	2	2	NUM
ajeer-223	205	3	and	and	CCONJ
ajeer-223	205	4	adjusted	adjust	VERB
ajeer-223	205	5	r	r	NOUN
ajeer-223	205	6	2	2	NUM
ajeer-223	205	7	indicate	indicate	VERB
ajeer-223	205	8	that	that	SCONJ
ajeer-223	205	9	in	in	ADP
ajeer-223	205	10	case	case	NOUN
ajeer-223	205	11	of	of	ADP
ajeer-223	205	12	futures	future	NOUN
ajeer-223	205	13	price	price	NOUN
ajeer-223	205	14	of	of	ADP
ajeer-223	205	15	pepper	pepper	NOUN
ajeer-223	205	16	almost	almost	ADV
ajeer-223	205	17	completely	completely	ADV
ajeer-223	205	18	explained	explain	VERB
ajeer-223	205	19	by	by	ADP
ajeer-223	205	20	the	the	DET
ajeer-223	205	21	independent	independent	ADJ
ajeer-223	205	22	variables	variable	NOUN
ajeer-223	205	23	included	include	VERB
ajeer-223	205	24	in	in	ADP
ajeer-223	205	25	the	the	DET
ajeer-223	205	26	model	model	NOUN
ajeer-223	205	27	.	.	PUNCT
ajeer-223	206	1	regression	regression	NOUN
ajeer-223	206	2	coefficients	coefficient	NOUN
ajeer-223	206	3	specify	specify	VERB
ajeer-223	206	4	that	that	SCONJ
ajeer-223	206	5	information	information	NOUN
ajeer-223	206	6	content	content	NOUN
ajeer-223	206	7	of	of	ADP
ajeer-223	206	8	open	open	ADJ
ajeer-223	206	9	interest	interest	NOUN
ajeer-223	206	10	has	have	VERB
ajeer-223	206	11	a	a	DET
ajeer-223	206	12	positive	positive	ADJ
ajeer-223	206	13	relation	relation	NOUN
ajeer-223	206	14	to	to	PART
ajeer-223	206	15	determine	determine	VERB
ajeer-223	206	16	futures	future	NOUN
ajeer-223	206	17	price	price	NOUN
ajeer-223	206	18	whereas	whereas	SCONJ
ajeer-223	206	19	trading	trading	NOUN
ajeer-223	206	20	volume	volume	NOUN
ajeer-223	206	21	has	have	VERB
ajeer-223	206	22	a	a	DET
ajeer-223	206	23	negative	negative	ADJ
ajeer-223	206	24	impact	impact	NOUN
ajeer-223	206	25	.	.	PUNCT
ajeer-223	207	1	trading	trading	NOUN
ajeer-223	207	2	volume	volume	NOUN
ajeer-223	207	3	and	and	CCONJ
ajeer-223	207	4	open	open	ADJ
ajeer-223	207	5	interest	interest	NOUN
ajeer-223	207	6	relationship	relationship	NOUN
ajeer-223	207	7	provides	provide	VERB
ajeer-223	207	8	insights	insight	NOUN
ajeer-223	207	9	into	into	ADP
ajeer-223	207	10	the	the	DET
ajeer-223	207	11	structure	structure	NOUN
ajeer-223	207	12	of	of	ADP
ajeer-223	207	13	markets	market	NOUN
ajeer-223	207	14	and	and	CCONJ
ajeer-223	207	15	is	be	AUX
ajeer-223	207	16	crucial	crucial	ADJ
ajeer-223	207	17	to	to	ADP
ajeer-223	207	18	the	the	DET
ajeer-223	207	19	debate	debate	NOUN
ajeer-223	207	20	regarding	regard	VERB
ajeer-223	207	21	the	the	DET
ajeer-223	207	22	distribution	distribution	NOUN
ajeer-223	207	23	of	of	ADP
ajeer-223	207	24	speculative	speculative	ADJ
ajeer-223	207	25	prices	price	NOUN
ajeer-223	207	26	as	as	ADP
ajeer-223	207	27	the	the	DET
ajeer-223	207	28	dominance	dominance	NOUN
ajeer-223	207	29	of	of	ADP
ajeer-223	207	30	speculators	speculator	NOUN
ajeer-223	207	31	and	and	CCONJ
ajeer-223	207	32	the	the	DET
ajeer-223	207	33	presence	presence	NOUN
ajeer-223	207	34	of	of	ADP
ajeer-223	207	35	hedging	hedging	NOUN
ajeer-223	207	36	and	and	CCONJ
ajeer-223	207	37	arbitrage	arbitrage	NOUN
ajeer-223	207	38	activity	activity	NOUN
ajeer-223	207	39	.	.	PUNCT
ajeer-223	208	1	to	to	ADP
ajeer-223	208	2	understanding	understand	VERB
ajeer-223	208	3	the	the	DET
ajeer-223	208	4	value	value	NOUN
ajeer-223	208	5	of	of	ADP
ajeer-223	208	6	open	open	ADJ
ajeer-223	208	7	interest	interest	NOUN
ajeer-223	208	8	and	and	CCONJ
ajeer-223	208	9	volume	volume	NOUN
ajeer-223	208	10	one	one	PRON
ajeer-223	208	11	can	can	AUX
ajeer-223	208	12	often	often	ADV
ajeer-223	208	13	make	make	VERB
ajeer-223	208	14	profit	profit	NOUN
ajeer-223	208	15	in	in	ADP
ajeer-223	208	16	the	the	DET
ajeer-223	208	17	futures	future	NOUN
ajeer-223	208	18	market	market	NOUN
ajeer-223	208	19	.	.	PUNCT
ajeer-223	209	1	when	when	SCONJ
ajeer-223	209	2	we	we	PRON
ajeer-223	209	3	compare	compare	VERB
ajeer-223	209	4	the	the	DET
ajeer-223	209	5	information	information	NOUN
ajeer-223	209	6	content	content	NOUN
ajeer-223	209	7	of	of	ADP
ajeer-223	209	8	open	open	ADJ
ajeer-223	209	9	interest	interest	NOUN
ajeer-223	209	10	and	and	CCONJ
ajeer-223	209	11	trading	trading	NOUN
ajeer-223	209	12	volume	volume	NOUN
ajeer-223	209	13	on	on	ADP
ajeer-223	209	14	futures	future	NOUN
ajeer-223	209	15	price	price	NOUN
ajeer-223	209	16	,	,	PUNCT
ajeer-223	209	17	it	it	PRON
ajeer-223	209	18	is	be	AUX
ajeer-223	209	19	observed	observe	VERB
ajeer-223	209	20	that	that	SCONJ
ajeer-223	209	21	both	both	PRON
ajeer-223	209	22	of	of	ADP
ajeer-223	209	23	them	they	PRON
ajeer-223	209	24	have	have	VERB
ajeer-223	209	25	statistically	statistically	ADV
ajeer-223	209	26	significant	significant	ADJ
ajeer-223	209	27	power	power	NOUN
ajeer-223	209	28	(	(	PUNCT
ajeer-223	209	29	0.0000	0.0000	NUM
ajeer-223	209	30	)	)	PUNCT
ajeer-223	209	31	to	to	PART
ajeer-223	209	32	determine	determine	VERB
ajeer-223	209	33	the	the	DET
ajeer-223	209	34	futures	future	NOUN
ajeer-223	209	35	price	price	NOUN
ajeer-223	209	36	but	but	CCONJ
ajeer-223	209	37	coefficient	coefficient	NOUN
ajeer-223	209	38	shows	show	VERB
ajeer-223	209	39	that	that	SCONJ
ajeer-223	209	40	open	open	ADJ
ajeer-223	209	41	interest	interest	NOUN
ajeer-223	209	42	has	have	VERB
ajeer-223	209	43	higher	high	ADJ
ajeer-223	209	44	role	role	NOUN
ajeer-223	209	45	.	.	PUNCT
ajeer-223	210	1	therefore	therefore	ADV
ajeer-223	210	2	the	the	DET
ajeer-223	210	3	study	study	NOUN
ajeer-223	210	4	strongly	strongly	ADV
ajeer-223	210	5	argues	argue	VERB
ajeer-223	210	6	that	that	SCONJ
ajeer-223	210	7	the	the	DET
ajeer-223	210	8	stockholders	stockholder	NOUN
ajeer-223	210	9	will	will	AUX
ajeer-223	210	10	be	be	AUX
ajeer-223	210	11	benefited	benefit	VERB
ajeer-223	210	12	through	through	ADP
ajeer-223	210	13	informational	informational	ADJ
ajeer-223	210	14	content	content	NOUN
ajeer-223	210	15	of	of	ADP
ajeer-223	210	16	open	open	ADJ
ajeer-223	210	17	interest	interest	NOUN
ajeer-223	210	18	and	and	CCONJ
ajeer-223	210	19	volume	volume	NOUN
ajeer-223	210	20	there	there	ADV
ajeer-223	210	21	by	by	ADP
ajeer-223	210	22	reducing	reduce	VERB
ajeer-223	210	23	the	the	DET
ajeer-223	210	24	risk	risk	NOUN
ajeer-223	210	25	involved	involve	VERB
ajeer-223	210	26	in	in	ADP
ajeer-223	210	27	the	the	DET
ajeer-223	210	28	futures	future	NOUN
ajeer-223	210	29	market	market	NOUN
ajeer-223	210	30	.	.	PUNCT
ajeer-223	211	1	by	by	ADP
ajeer-223	211	2	monitoring	monitor	VERB
ajeer-223	211	3	the	the	DET
ajeer-223	211	4	price	price	NOUN
ajeer-223	211	5	trend	trend	NOUN
ajeer-223	211	6	,	,	PUNCT
ajeer-223	211	7	volume	volume	NOUN
ajeer-223	211	8	and	and	CCONJ
ajeer-223	211	9	open	open	ADJ
ajeer-223	211	10	interest	interest	NOUN
ajeer-223	211	11	the	the	DET
ajeer-223	211	12	technician	technician	NOUN
ajeer-223	211	13	is	be	AUX
ajeer-223	211	14	better	well	ADV
ajeer-223	211	15	able	able	ADJ
ajeer-223	211	16	to	to	PART
ajeer-223	211	17	measure	measure	VERB
ajeer-223	211	18	the	the	DET
ajeer-223	211	19	buying	buying	NOUN
ajeer-223	211	20	or	or	CCONJ
ajeer-223	211	21	selling	sell	VERB
ajeer-223	211	22	pressure	pressure	NOUN
ajeer-223	211	23	behind	behind	ADP
ajeer-223	211	24	market	market	NOUN
ajeer-223	211	25	moves	move	NOUN
ajeer-223	211	26	.	.	PUNCT
ajeer-223	212	1	the	the	DET
ajeer-223	212	2	number	number	NOUN
ajeer-223	212	3	of	of	ADP
ajeer-223	212	4	open	open	ADJ
ajeer-223	212	5	positions	position	NOUN
ajeer-223	212	6	in	in	ADP
ajeer-223	212	7	the	the	DET
ajeer-223	212	8	market	market	NOUN
ajeer-223	212	9	is	be	AUX
ajeer-223	212	10	measured	measure	VERB
ajeer-223	212	11	in	in	ADP
ajeer-223	212	12	terms	term	NOUN
ajeer-223	212	13	of	of	ADP
ajeer-223	212	14	open	open	ADJ
ajeer-223	212	15	interest	interest	NOUN
ajeer-223	212	16	,	,	PUNCT
ajeer-223	212	17	thus	thus	ADV
ajeer-223	212	18	the	the	DET
ajeer-223	212	19	open	open	ADJ
ajeer-223	212	20	interest	interest	NOUN
ajeer-223	212	21	in	in	ADP
ajeer-223	212	22	a	a	DET
ajeer-223	212	23	contract	contract	NOUN
ajeer-223	212	24	tells	tell	VERB
ajeer-223	212	25	us	we	PRON
ajeer-223	212	26	about	about	ADP
ajeer-223	212	27	the	the	DET
ajeer-223	212	28	popularity	popularity	NOUN
ajeer-223	212	29	of	of	ADP
ajeer-223	212	30	the	the	DET
ajeer-223	212	31	trend	trend	NOUN
ajeer-223	212	32	in	in	ADP
ajeer-223	212	33	the	the	DET
ajeer-223	212	34	market	market	NOUN
ajeer-223	212	35	.	.	PUNCT
ajeer-223	213	1	this	this	DET
ajeer-223	213	2	information	information	NOUN
ajeer-223	213	3	can	can	AUX
ajeer-223	213	4	be	be	AUX
ajeer-223	213	5	used	use	VERB
ajeer-223	213	6	to	to	PART
ajeer-223	213	7	confirm	confirm	VERB
ajeer-223	213	8	a	a	DET
ajeer-223	213	9	price	price	NOUN
ajeer-223	213	10	move	move	NOUN
ajeer-223	213	11	is	be	AUX
ajeer-223	213	12	to	to	PART
ajeer-223	213	13	be	be	AUX
ajeer-223	213	14	trusted	trust	VERB
ajeer-223	213	15	or	or	CCONJ
ajeer-223	213	16	that	that	SCONJ
ajeer-223	213	17	a	a	DET
ajeer-223	213	18	price	price	NOUN
ajeer-223	213	19	move	move	NOUN
ajeer-223	213	20	is	be	AUX
ajeer-223	213	21	not	not	PART
ajeer-223	213	22	to	to	PART
ajeer-223	213	23	be	be	AUX
ajeer-223	213	24	trusted	trust	VERB
ajeer-223	213	25	.	.	PUNCT
ajeer-223	214	1	this	this	PRON
ajeer-223	214	2	will	will	AUX
ajeer-223	214	3	provide	provide	VERB
ajeer-223	214	4	traders	trader	NOUN
ajeer-223	214	5	with	with	ADP
ajeer-223	214	6	valuable	valuable	ADJ
ajeer-223	214	7	information	information	NOUN
ajeer-223	214	8	to	to	PART
ajeer-223	214	9	develop	develop	VERB
ajeer-223	214	10	a	a	DET
ajeer-223	214	11	suitable	suitable	ADJ
ajeer-223	214	12	pricing	pricing	NOUN
ajeer-223	214	13	strategy	strategy	NOUN
ajeer-223	214	14	and	and	CCONJ
ajeer-223	214	15	an	an	DET
ajeer-223	214	16	appropriate	appropriate	ADJ
ajeer-223	214	17	production	production	NOUN
ajeer-223	214	18	marketing	marketing	NOUN
ajeer-223	214	19	plan	plan	NOUN
ajeer-223	214	20	for	for	ADP
ajeer-223	214	21	producers	producer	NOUN
ajeer-223	214	22	farming	farm	VERB
ajeer-223	214	23	6	6	NUM
ajeer-223	214	24	.	.	PUNCT
ajeer-223	215	1	conclusions	conclusion	NOUN
ajeer-223	215	2	this	this	DET
ajeer-223	215	3	study	study	NOUN
ajeer-223	215	4	makes	make	VERB
ajeer-223	215	5	an	an	DET
ajeer-223	215	6	empirical	empirical	ADJ
ajeer-223	215	7	analysis	analysis	NOUN
ajeer-223	215	8	on	on	ADP
ajeer-223	215	9	the	the	DET
ajeer-223	215	10	informational	informational	ADJ
ajeer-223	215	11	content	content	NOUN
ajeer-223	215	12	of	of	ADP
ajeer-223	215	13	open	open	ADJ
ajeer-223	215	14	interest	interest	NOUN
ajeer-223	215	15	and	and	CCONJ
ajeer-223	215	16	trading	trading	NOUN
ajeer-223	215	17	volume	volume	NOUN
ajeer-223	215	18	on	on	ADP
ajeer-223	215	19	commodity	commodity	NOUN
ajeer-223	215	20	futures	future	NOUN
ajeer-223	215	21	price	price	NOUN
ajeer-223	215	22	determination	determination	NOUN
ajeer-223	215	23	on	on	ADP
ajeer-223	215	24	the	the	DET
ajeer-223	215	25	basis	basis	NOUN
ajeer-223	215	26	of	of	ADP
ajeer-223	215	27	pepper	pepper	NOUN
ajeer-223	215	28	and	and	CCONJ
ajeer-223	215	29	rubber	rubber	NOUN
ajeer-223	215	30	.	.	PUNCT
ajeer-223	216	1	the	the	DET
ajeer-223	216	2	study	study	NOUN
ajeer-223	216	3	uses	use	VERB
ajeer-223	216	4	bg	bg	PROPN
ajeer-223	216	5	lm	lm	INTJ
ajeer-223	216	6	test	test	NOUN
ajeer-223	216	7	technique	technique	NOUN
ajeer-223	216	8	for	for	ADP
ajeer-223	216	9	its	its	PRON
ajeer-223	216	10	empirical	empirical	ADJ
ajeer-223	216	11	analysis	analysis	NOUN
ajeer-223	216	12	.	.	PUNCT
ajeer-223	217	1	the	the	DET
ajeer-223	217	2	result	result	NOUN
ajeer-223	217	3	states	state	VERB
ajeer-223	217	4	that	that	SCONJ
ajeer-223	217	5	information	information	NOUN
ajeer-223	217	6	content	content	NOUN
ajeer-223	217	7	of	of	ADP
ajeer-223	217	8	open	open	ADJ
ajeer-223	217	9	interest	interest	NOUN
ajeer-223	217	10	has	have	VERB
ajeer-223	217	11	significant	significant	ADJ
ajeer-223	217	12	positive	positive	ADJ
ajeer-223	217	13	impact	impact	NOUN
ajeer-223	217	14	on	on	ADP
ajeer-223	217	15	both	both	CCONJ
ajeer-223	217	16	the	the	DET
ajeer-223	217	17	futures	future	NOUN
ajeer-223	217	18	price	price	NOUN
ajeer-223	217	19	of	of	ADP
ajeer-223	217	20	pepper	pepper	NOUN
ajeer-223	217	21	and	and	CCONJ
ajeer-223	217	22	rubber	rubber	NOUN
ajeer-223	217	23	during	during	ADP
ajeer-223	217	24	the	the	DET
ajeer-223	217	25	study	study	NOUN
ajeer-223	217	26	period	period	NOUN
ajeer-223	217	27	.	.	PUNCT
ajeer-223	218	1	in	in	ADP
ajeer-223	218	2	case	case	NOUN
ajeer-223	218	3	of	of	ADP
ajeer-223	218	4	trading	trading	NOUN
ajeer-223	218	5	volume	volume	NOUN
ajeer-223	218	6	,	,	PUNCT
ajeer-223	218	7	the	the	DET
ajeer-223	218	8	results	result	NOUN
ajeer-223	218	9	show	show	VERB
ajeer-223	218	10	that	that	SCONJ
ajeer-223	218	11	it	it	PRON
ajeer-223	218	12	is	be	AUX
ajeer-223	218	13	significant	significant	ADJ
ajeer-223	218	14	but	but	CCONJ
ajeer-223	218	15	its	its	PRON
ajeer-223	218	16	impact	impact	NOUN
ajeer-223	218	17	on	on	ADP
ajeer-223	218	18	futures	future	NOUN
ajeer-223	218	19	price	price	NOUN
ajeer-223	218	20	is	be	AUX
ajeer-223	218	21	negative	negative	ADJ
ajeer-223	218	22	.	.	PUNCT
ajeer-223	219	1	there	there	PRON
ajeer-223	219	2	are	be	VERB
ajeer-223	219	3	many	many	ADJ
ajeer-223	219	4	reasons	reason	NOUN
ajeer-223	219	5	that	that	PRON
ajeer-223	219	6	traders	trader	NOUN
ajeer-223	219	7	pay	pay	VERB
ajeer-223	219	8	attention	attention	NOUN
ajeer-223	219	9	to	to	ADP
ajeer-223	219	10	futures	future	NOUN
ajeer-223	219	11	price	price	NOUN
ajeer-223	219	12	and	and	CCONJ
ajeer-223	219	13	open	open	ADJ
ajeer-223	219	14	interest	interest	NOUN
ajeer-223	219	15	.	.	PUNCT
ajeer-223	220	1	open	open	ADJ
ajeer-223	220	2	interest	interest	NOUN
ajeer-223	220	3	,	,	PUNCT
ajeer-223	220	4	or	or	CCONJ
ajeer-223	220	5	the	the	DET
ajeer-223	220	6	total	total	ADJ
ajeer-223	220	7	number	number	NOUN
ajeer-223	220	8	of	of	ADP
ajeer-223	220	9	open	open	ADJ
ajeer-223	220	10	contracts	contract	NOUN
ajeer-223	220	11	,	,	PUNCT
ajeer-223	220	12	applies	apply	VERB
ajeer-223	220	13	primarily	primarily	ADV
ajeer-223	220	14	to	to	ADP
ajeer-223	220	15	the	the	DET
ajeer-223	220	16	futures	future	NOUN
ajeer-223	220	17	markets	market	NOUN
ajeer-223	220	18	.	.	PUNCT
ajeer-223	221	1	it	it	PRON
ajeer-223	221	2	is	be	AUX
ajeer-223	221	3	often	often	ADV
ajeer-223	221	4	used	use	VERB
ajeer-223	221	5	to	to	PART
ajeer-223	221	6	confirm	confirm	VERB
ajeer-223	221	7	trends	trend	NOUN
ajeer-223	221	8	of	of	ADP
ajeer-223	221	9	futures	future	NOUN
ajeer-223	221	10	contracts	contract	NOUN
ajeer-223	221	11	.	.	PUNCT
ajeer-223	222	1	an	an	DET
ajeer-223	222	2	increase	increase	NOUN
ajeer-223	222	3	in	in	ADP
ajeer-223	222	4	open	open	ADJ
ajeer-223	222	5	interest	interest	NOUN
ajeer-223	222	6	along	along	ADP
ajeer-223	222	7	with	with	ADP
ajeer-223	222	8	an	an	DET
ajeer-223	222	9	increase	increase	NOUN
ajeer-223	222	10	in	in	ADP
ajeer-223	222	11	price	price	NOUN
ajeer-223	222	12	is	be	AUX
ajeer-223	222	13	said	say	VERB
ajeer-223	222	14	to	to	PART
ajeer-223	222	15	confirm	confirm	VERB
ajeer-223	222	16	an	an	DET
ajeer-223	222	17	upward	upward	ADJ
ajeer-223	222	18	trend	trend	NOUN
ajeer-223	222	19	,	,	PUNCT
ajeer-223	222	20	while	while	SCONJ
ajeer-223	222	21	an	an	DET
ajeer-223	222	22	increase	increase	NOUN
ajeer-223	222	23	in	in	ADP
ajeer-223	222	24	open	open	ADJ
ajeer-223	222	25	interest	interest	NOUN
ajeer-223	222	26	along	along	ADP
ajeer-223	222	27	with	with	ADP
ajeer-223	222	28	a	a	DET
ajeer-223	222	29	decrease	decrease	NOUN
ajeer-223	222	30	in	in	ADP
ajeer-223	222	31	price	price	NOUN
ajeer-223	222	32	confirms	confirm	VERB
ajeer-223	222	33	a	a	DET
ajeer-223	222	34	downward	downward	ADJ
ajeer-223	222	35	trend	trend	NOUN
ajeer-223	222	36	.	.	PUNCT
ajeer-223	223	1	open	open	ADJ
ajeer-223	223	2	interest	interest	NOUN
ajeer-223	223	3	depends	depend	VERB
ajeer-223	223	4	on	on	ADP
ajeer-223	223	5	the	the	DET
ajeer-223	223	6	futures	future	NOUN
ajeer-223	223	7	price	price	NOUN
ajeer-223	223	8	movements	movement	NOUN
ajeer-223	223	9	that	that	PRON
ajeer-223	223	10	have	have	AUX
ajeer-223	223	11	captured	capture	VERB
ajeer-223	223	12	all	all	DET
ajeer-223	223	13	relevant	relevant	ADJ
ajeer-223	223	14	information	information	NOUN
ajeer-223	223	15	about	about	ADP
ajeer-223	223	16	hedgers	hedger	NOUN
ajeer-223	223	17	and	and	CCONJ
ajeer-223	223	18	speculators	speculator	NOUN
ajeer-223	223	19	.	.	PUNCT
ajeer-223	224	1	volume	volume	NOUN
ajeer-223	224	2	and	and	CCONJ
ajeer-223	224	3	open	open	ADJ
ajeer-223	224	4	interest	interest	NOUN
ajeer-223	224	5	help	help	VERB
ajeer-223	224	6	investors	investor	NOUN
ajeer-223	224	7	to	to	PART
ajeer-223	224	8	find	find	VERB
ajeer-223	224	9	evidences	evidence	NOUN
ajeer-223	224	10	on	on	ADP
ajeer-223	224	11	market	market	NOUN
ajeer-223	224	12	movement	movement	NOUN
ajeer-223	224	13	and	and	CCONJ
ajeer-223	224	14	strengthen	strengthen	VERB
ajeer-223	224	15	the	the	DET
ajeer-223	224	16	chances	chance	NOUN
ajeer-223	224	17	of	of	ADP
ajeer-223	224	18	improving	improve	VERB
ajeer-223	224	19	their	their	PRON
ajeer-223	224	20	financial	financial	ADJ
ajeer-223	224	21	position	position	NOUN
ajeer-223	224	22	.	.	PUNCT
ajeer-223	225	1	therefore	therefore	ADV
ajeer-223	225	2	the	the	DET
ajeer-223	225	3	study	study	NOUN
ajeer-223	225	4	strongly	strongly	ADV
ajeer-223	225	5	argues	argue	VERB
ajeer-223	225	6	that	that	SCONJ
ajeer-223	225	7	the	the	DET
ajeer-223	225	8	stockholders	stockholder	NOUN
ajeer-223	225	9	will	will	AUX
ajeer-223	225	10	be	be	AUX
ajeer-223	225	11	benefited	benefit	VERB
ajeer-223	225	12	through	through	ADP
ajeer-223	225	13	informational	informational	ADJ
ajeer-223	225	14	content	content	NOUN
ajeer-223	225	15	of	of	ADP
ajeer-223	225	16	open	open	ADJ
ajeer-223	225	17	interest	interest	NOUN
ajeer-223	225	18	and	and	CCONJ
ajeer-223	225	19	trading	trading	NOUN
ajeer-223	225	20	volume	volume	NOUN
ajeer-223	225	21	there	there	ADV
ajeer-223	225	22	by	by	ADP
ajeer-223	225	23	reducing	reduce	VERB
ajeer-223	225	24	the	the	DET
ajeer-223	225	25	hedge	hedge	NOUN
ajeer-223	225	26	involved	involve	VERB
ajeer-223	225	27	in	in	ADP
ajeer-223	225	28	the	the	DET
ajeer-223	225	29	futures	future	NOUN
ajeer-223	225	30	market	market	NOUN
ajeer-223	225	31	.	.	PUNCT
ajeer-223	226	1	the	the	DET
ajeer-223	226	2	price	price	NOUN
ajeer-223	226	3	-	-	PUNCT
ajeer-223	226	4	trading	trading	NOUN
ajeer-223	226	5	volume	volume	NOUN
ajeer-223	226	6	,	,	PUNCT
ajeer-223	226	7	and	and	CCONJ
ajeer-223	226	8	open	open	ADJ
ajeer-223	226	9	interest	interest	NOUN
ajeer-223	226	10	relation	relation	NOUN
ajeer-223	226	11	,	,	PUNCT
ajeer-223	226	12	is	be	AUX
ajeer-223	226	13	important	important	ADJ
ajeer-223	226	14	as	as	SCONJ
ajeer-223	226	15	it	it	PRON
ajeer-223	226	16	provides	provide	VERB
ajeer-223	226	17	insights	insight	NOUN
ajeer-223	226	18	to	to	ADP
ajeer-223	226	19	the	the	DET
ajeer-223	226	20	structure	structure	NOUN
ajeer-223	226	21	of	of	ADP
ajeer-223	226	22	markets	market	NOUN
ajeer-223	226	23	and	and	CCONJ
ajeer-223	226	24	is	be	AUX
ajeer-223	226	25	crucial	crucial	ADJ
ajeer-223	226	26	to	to	ADP
ajeer-223	226	27	the	the	DET
ajeer-223	226	28	debate	debate	NOUN
ajeer-223	226	29	regarding	regard	VERB
ajeer-223	226	30	the	the	DET
ajeer-223	226	31	distribution	distribution	NOUN
ajeer-223	226	32	of	of	ADP
ajeer-223	226	33	speculative	speculative	ADJ
ajeer-223	226	34	prices	price	NOUN
ajeer-223	226	35	as	as	ADP
ajeer-223	226	36	the	the	DET
ajeer-223	226	37	dominance	dominance	NOUN
ajeer-223	226	38	of	of	ADP
ajeer-223	226	39	speculators	speculator	NOUN
ajeer-223	226	40	and	and	CCONJ
ajeer-223	226	41	the	the	DET
ajeer-223	226	42	presence	presence	NOUN
ajeer-223	226	43	of	of	ADP
ajeer-223	226	44	hedging	hedging	NOUN
ajeer-223	226	45	and	and	CCONJ
ajeer-223	226	46	arbitrage	arbitrage	NOUN
ajeer-223	226	47	activity	activity	NOUN
ajeer-223	226	48	.	.	PUNCT
ajeer-223	227	1	to	to	ADP
ajeer-223	227	2	understanding	understand	VERB
ajeer-223	227	3	the	the	DET
ajeer-223	227	4	value	value	NOUN
ajeer-223	227	5	of	of	ADP
ajeer-223	227	6	open	open	ADJ
ajeer-223	227	7	interest	interest	NOUN
ajeer-223	227	8	and	and	CCONJ
ajeer-223	227	9	volume	volume	NOUN
ajeer-223	227	10	one	one	PRON
ajeer-223	227	11	can	can	AUX
ajeer-223	227	12	often	often	ADV
ajeer-223	227	13	make	make	VERB
ajeer-223	227	14	profit	profit	NOUN
ajeer-223	227	15	in	in	ADP
ajeer-223	227	16	the	the	DET
ajeer-223	227	17	futures	future	NOUN
ajeer-223	227	18	market	market	NOUN
ajeer-223	227	19	.	.	PUNCT
ajeer-223	228	1	in	in	ADP
ajeer-223	228	2	this	this	DET
ajeer-223	228	3	empirical	empirical	ADJ
ajeer-223	228	4	analysis	analysis	NOUN
ajeer-223	228	5	the	the	DET
ajeer-223	228	6	positive	positive	ADJ
ajeer-223	228	7	sign	sign	NOUN
ajeer-223	228	8	of	of	ADP
ajeer-223	228	9	open	open	ADJ
ajeer-223	228	10	interest	interest	NOUN
ajeer-223	228	11	said	say	VERB
ajeer-223	228	12	that	that	SCONJ
ajeer-223	228	13	more	more	ADJ
ajeer-223	228	14	traders	trader	NOUN
ajeer-223	228	15	are	be	AUX
ajeer-223	228	16	actively	actively	ADV
ajeer-223	228	17	participating	participate	VERB
ajeer-223	228	18	in	in	ADP
ajeer-223	228	19	the	the	DET
ajeer-223	228	20	futures	future	NOUN
ajeer-223	228	21	market	market	NOUN
ajeer-223	228	22	of	of	ADP
ajeer-223	228	23	pepper	pepper	NOUN
ajeer-223	228	24	and	and	CCONJ
ajeer-223	228	25	rubber	rubber	NOUN
ajeer-223	228	26	.	.	PUNCT
ajeer-223	229	1	open	open	ADJ
ajeer-223	229	2	interest	interest	NOUN
ajeer-223	229	3	is	be	AUX
ajeer-223	229	4	determining	determine	VERB
ajeer-223	229	5	the	the	DET
ajeer-223	229	6	future	future	ADJ
ajeer-223	229	7	price	price	NOUN
ajeer-223	229	8	in	in	ADP
ajeer-223	229	9	futures	future	NOUN
ajeer-223	229	10	contracts	contract	NOUN
ajeer-223	229	11	.	.	PUNCT
ajeer-223	230	1	by	by	ADP
ajeer-223	230	2	monitoring	monitor	VERB
ajeer-223	230	3	the	the	DET
ajeer-223	230	4	price	price	NOUN
ajeer-223	230	5	trend	trend	NOUN
ajeer-223	230	6	,	,	PUNCT
ajeer-223	230	7	volume	volume	NOUN
ajeer-223	230	8	and	and	CCONJ
ajeer-223	230	9	open	open	ADJ
ajeer-223	230	10	interest	interest	NOUN
ajeer-223	230	11	the	the	DET
ajeer-223	230	12	technician	technician	NOUN
ajeer-223	230	13	is	be	AUX
ajeer-223	230	14	better	well	ADV
ajeer-223	230	15	able	able	ADJ
ajeer-223	230	16	to	to	PART
ajeer-223	230	17	measure	measure	VERB
ajeer-223	230	18	the	the	DET
ajeer-223	230	19	buying	buying	NOUN
ajeer-223	230	20	or	or	CCONJ
ajeer-223	230	21	selling	sell	VERB
ajeer-223	230	22	pressure	pressure	NOUN
ajeer-223	230	23	behind	behind	ADP
ajeer-223	230	24	market	market	NOUN
ajeer-223	230	25	moves	move	NOUN
ajeer-223	230	26	.	.	PUNCT
ajeer-223	231	1	this	this	DET
ajeer-223	231	2	information	information	NOUN
ajeer-223	231	3	can	can	AUX
ajeer-223	231	4	be	be	AUX
ajeer-223	231	5	used	use	VERB
ajeer-223	231	6	to	to	PART
ajeer-223	231	7	confirm	confirm	VERB
ajeer-223	231	8	a	a	DET
ajeer-223	231	9	price	price	NOUN
ajeer-223	231	10	move	move	NOUN
ajeer-223	231	11	or	or	CCONJ
ajeer-223	231	12	advise	advise	VERB
ajeer-223	231	13	that	that	SCONJ
ajeer-223	231	14	a	a	DET
ajeer-223	231	15	price	price	NOUN
ajeer-223	231	16	move	move	NOUN
ajeer-223	231	17	is	be	AUX
ajeer-223	231	18	not	not	PART
ajeer-223	231	19	to	to	PART
ajeer-223	231	20	be	be	AUX
ajeer-223	231	21	trusted	trust	VERB
ajeer-223	231	22	.	.	PUNCT
ajeer-223	232	1	this	this	PRON
ajeer-223	232	2	will	will	AUX
ajeer-223	232	3	provide	provide	VERB
ajeer-223	232	4	traders	trader	NOUN
ajeer-223	232	5	with	with	ADP
ajeer-223	232	6	valuable	valuable	ADJ
ajeer-223	232	7	information	information	NOUN
ajeer-223	232	8	to	to	PART
ajeer-223	232	9	develop	develop	VERB
ajeer-223	232	10	a	a	DET
ajeer-223	232	11	suitable	suitable	ADJ
ajeer-223	232	12	pricing	pricing	NOUN
ajeer-223	232	13	strategy	strategy	NOUN
ajeer-223	232	14	and	and	CCONJ
ajeer-223	232	15	an	an	DET
ajeer-223	232	16	appropriate	appropriate	ADJ
ajeer-223	232	17	production	production	NOUN
ajeer-223	232	18	-	-	PUNCT
ajeer-223	232	19	marketing	marketing	NOUN
ajeer-223	232	20	plan	plan	NOUN
ajeer-223	232	21	for	for	ADP
ajeer-223	232	22	producers	producer	NOUN
ajeer-223	232	23	farming	farm	VERB
ajeer-223	232	24	operation	operation	NOUN
ajeer-223	232	25	.	.	PUNCT
ajeer-223	233	1	but	but	CCONJ
ajeer-223	233	2	theoretical	theoretical	ADJ
ajeer-223	233	3	study	study	NOUN
ajeer-223	233	4	on	on	ADP
ajeer-223	233	5	the	the	DET
ajeer-223	233	6	relationship	relationship	NOUN
ajeer-223	233	7	between	between	ADP
ajeer-223	233	8	futures	future	NOUN
ajeer-223	233	9	price	price	NOUN
ajeer-223	233	10	,	,	PUNCT
ajeer-223	233	11	open	open	ADJ
ajeer-223	233	12	interest	interest	NOUN
ajeer-223	233	13	and	and	CCONJ
ajeer-223	233	14	trading	trading	NOUN
ajeer-223	233	15	volume	volume	NOUN
ajeer-223	233	16	is	be	AUX
ajeer-223	233	17	limited	limit	VERB
ajeer-223	233	18	and	and	CCONJ
ajeer-223	233	19	is	be	AUX
ajeer-223	233	20	a	a	DET
ajeer-223	233	21	sturdy	sturdy	ADJ
ajeer-223	233	22	area	area	NOUN
ajeer-223	233	23	for	for	ADP
ajeer-223	233	24	future	future	ADJ
ajeer-223	233	25	research	research	NOUN
ajeer-223	233	26	.	.	PUNCT
ajeer-223	234	1	references	reference	NOUN
ajeer-223	234	2	bessenbinder	bessenbinder	PROPN
ajeer-223	234	3	,	,	PUNCT
ajeer-223	234	4	h.	h.	PROPN
ajeer-223	234	5	and	and	CCONJ
ajeer-223	234	6	p.j	p.j	PROPN
ajeer-223	234	7	.	.	PROPN
ajeer-223	234	8	segain	segain	NOUN
ajeer-223	234	9	,	,	PUNCT
ajeer-223	234	10	1993	1993	NUM
ajeer-223	234	11	.	.	PUNCT
ajeer-223	235	1	price	price	NOUN
ajeer-223	235	2	volatility	volatility	NOUN
ajeer-223	235	3	,	,	PUNCT
ajeer-223	235	4	trading	trading	NOUN
ajeer-223	235	5	volume	volume	NOUN
ajeer-223	235	6	,	,	PUNCT
ajeer-223	235	7	and	and	CCONJ
ajeer-223	235	8	market	market	NOUN
ajeer-223	235	9	depth	depth	NOUN
ajeer-223	235	10	:	:	PUNCT
ajeer-223	235	11	evidence	evidence	NOUN
ajeer-223	235	12	from	from	ADP
ajeer-223	235	13	futures	future	NOUN
ajeer-223	235	14	markets	market	NOUN
ajeer-223	235	15	.	.	PUNCT
ajeer-223	236	1	journal	journal	NOUN
ajeer-223	236	2	of	of	ADP
ajeer-223	236	3	financial	financial	ADJ
ajeer-223	236	4	and	and	CCONJ
ajeer-223	236	5	quantitative	quantitative	ADJ
ajeer-223	236	6	analysis	analysis	NOUN
ajeer-223	236	7	,	,	PUNCT
ajeer-223	236	8	28(01	28(01	NUM
ajeer-223	236	9	):	):	PUNCT
ajeer-223	236	10	21	21	NUM
ajeer-223	236	11	-	-	SYM
ajeer-223	236	12	39	39	NUM
ajeer-223	236	13	.	.	PUNCT
ajeer-223	237	1	view	view	NOUN
ajeer-223	237	2	at	at	ADP
ajeer-223	237	3	google	google	PROPN
ajeer-223	237	4	scholar	scholar	NOUN
ajeer-223	237	5	|	|	ADV
ajeer-223	237	6	view	view	NOUN
ajeer-223	237	7	at	at	ADP
ajeer-223	237	8	publisher	publisher	PROPN
ajeer-223	237	9	bhuyan	bhuyan	PROPN
ajeer-223	237	10	,	,	PUNCT
ajeer-223	237	11	r.	r.	PROPN
ajeer-223	237	12	and	and	CCONJ
ajeer-223	237	13	m.	m.	PROPN
ajeer-223	237	14	chaudhury	chaudhury	PROPN
ajeer-223	237	15	,	,	PUNCT
ajeer-223	237	16	2005	2005	NUM
ajeer-223	237	17	.	.	PUNCT
ajeer-223	238	1	trading	trading	NOUN
ajeer-223	238	2	on	on	ADP
ajeer-223	238	3	the	the	DET
ajeer-223	238	4	information	information	NOUN
ajeer-223	238	5	content	content	NOUN
ajeer-223	238	6	of	of	ADP
ajeer-223	238	7	open	open	ADJ
ajeer-223	238	8	interest	interest	NOUN
ajeer-223	238	9	:	:	PUNCT
ajeer-223	238	10	evidence	evidence	NOUN
ajeer-223	238	11	from	from	ADP
ajeer-223	238	12	the	the	DET
ajeer-223	238	13	us	us	PROPN
ajeer-223	238	14	equity	equity	NOUN
ajeer-223	238	15	options	option	NOUN
ajeer-223	238	16	market	market	NOUN
ajeer-223	238	17	.	.	PUNCT
ajeer-223	239	1	derivatives	derivative	NOUN
ajeer-223	239	2	use	use	VERB
ajeer-223	239	3	,	,	PUNCT
ajeer-223	239	4	trading	trading	NOUN
ajeer-223	239	5	&	&	CCONJ
ajeer-223	239	6	regulation	regulation	NOUN
ajeer-223	239	7	,	,	PUNCT
ajeer-223	239	8	11(1	11(1	NUM
ajeer-223	239	9	):	):	PUNCT
ajeer-223	239	10	16	16	NUM
ajeer-223	239	11	-	-	SYM
ajeer-223	239	12	36	36	NUM
ajeer-223	239	13	.	.	PUNCT
ajeer-223	240	1	view	view	NOUN
ajeer-223	240	2	at	at	ADP
ajeer-223	240	3	google	google	PROPN
ajeer-223	240	4	scholar	scholar	NOUN
ajeer-223	240	5	|	|	ADV
ajeer-223	240	6	view	view	NOUN
ajeer-223	240	7	at	at	ADP
ajeer-223	240	8	publisher	publisher	NOUN
ajeer-223	240	9	brieden	brieden	VERB
ajeer-223	240	10	,	,	PUNCT
ajeer-223	240	11	c.	c.	PROPN
ajeer-223	240	12	and	and	CCONJ
ajeer-223	240	13	k.h	k.h	PROPN
ajeer-223	240	14	.	.	PUNCT
ajeer-223	241	1	lunn	lunn	PROPN
ajeer-223	241	2	,	,	PUNCT
ajeer-223	241	3	2009	2009	NUM
ajeer-223	241	4	.	.	PUNCT
ajeer-223	242	1	the	the	DET
ajeer-223	242	2	effects	effect	NOUN
ajeer-223	242	3	of	of	ADP
ajeer-223	242	4	open	open	ADJ
ajeer-223	242	5	interest	interest	NOUN
ajeer-223	242	6	and	and	CCONJ
ajeer-223	242	7	trading	trading	NOUN
ajeer-223	242	8	volume	volume	NOUN
ajeer-223	242	9	on	on	ADP
ajeer-223	242	10	future	future	ADJ
ajeer-223	242	11	stock	stock	NOUN
ajeer-223	242	12	prices	price	NOUN
ajeer-223	242	13	an	an	DET
ajeer-223	242	14	empirical	empirical	ADJ
ajeer-223	242	15	study	study	NOUN
ajeer-223	242	16	of	of	ADP
ajeer-223	242	17	the	the	DET
ajeer-223	242	18	standard	standard	PROPN
ajeer-223	242	19	&	&	CCONJ
ajeer-223	242	20	poor	poor	PROPN
ajeer-223	242	21	’s	’s	PART
ajeer-223	242	22	derivative	derivative	ADJ
ajeer-223	242	23	market	market	NOUN
ajeer-223	242	24	final	final	ADJ
ajeer-223	242	25	report	report	NOUN
ajeer-223	242	26	,	,	PUNCT
ajeer-223	242	27	holland	holland	PROPN
ajeer-223	242	28	:	:	PUNCT
ajeer-223	242	29	department	department	NOUN
ajeer-223	242	30	of	of	ADP
ajeer-223	242	31	economics	economic	NOUN
ajeer-223	242	32	,	,	PUNCT
ajeer-223	242	33	management	management	NOUN
ajeer-223	242	34	,	,	PUNCT
ajeer-223	242	35	and	and	CCONJ
ajeer-223	242	36	accounting	accounting	NOUN
ajeer-223	242	37	hope	hope	PROPN
ajeer-223	242	38	college	college	PROPN
ajeer-223	242	39	.	.	PUNCT
ajeer-223	243	1	pp	pp	ADP
ajeer-223	243	2	:	:	PUNCT
ajeer-223	243	3	123	123	NUM
ajeer-223	243	4	.	.	PUNCT
ajeer-223	244	1	cftc	cftc	PROPN
ajeer-223	244	2	,	,	PUNCT
ajeer-223	244	3	2012	2012	NUM
ajeer-223	244	4	.	.	PUNCT
ajeer-223	244	5	disaggregated	disaggregate	VERB
ajeer-223	244	6	commitments	commitment	NOUN
ajeer-223	244	7	of	of	ADP
ajeer-223	244	8	traders	trader	NOUN
ajeer-223	244	9	report	report	VERB
ajeer-223	244	10	:	:	PUNCT
ajeer-223	244	11	explanatory	explanatory	ADJ
ajeer-223	244	12	notes	note	NOUN
ajeer-223	244	13	.	.	PUNCT
ajeer-223	245	1	retrieved	retrieve	VERB
ajeer-223	245	2	from	from	ADP
ajeer-223	245	3	http://www.cftc.gov/marketreports/commitmentsoftraders/explanatorynotes/index.htm	http://www.cftc.gov/marketreports/commitmentsoftraders/explanatorynotes/index.htm	PROPN
ajeer-223	245	4	.	.	PUNCT
ajeer-223	245	5	dickey	dickey	PROPN
ajeer-223	245	6	,	,	PUNCT
ajeer-223	245	7	d.a	d.a	PROPN
ajeer-223	245	8	.	.	PROPN
ajeer-223	245	9	and	and	CCONJ
ajeer-223	245	10	w.a	w.a	PROPN
ajeer-223	245	11	.	.	PROPN
ajeer-223	245	12	fuller	full	ADJ
ajeer-223	245	13	,	,	PUNCT
ajeer-223	245	14	1979	1979	NUM
ajeer-223	245	15	.	.	PUNCT
ajeer-223	246	1	distribution	distribution	NOUN
ajeer-223	246	2	of	of	ADP
ajeer-223	246	3	the	the	DET
ajeer-223	246	4	estimators	estimator	NOUN
ajeer-223	246	5	for	for	ADP
ajeer-223	246	6	autoregressive	autoregressive	ADJ
ajeer-223	246	7	time	time	NOUN
ajeer-223	246	8	series	series	NOUN
ajeer-223	246	9	with	with	ADP
ajeer-223	246	10	a	a	DET
ajeer-223	246	11	unit	unit	NOUN
ajeer-223	246	12	root	root	NOUN
ajeer-223	246	13	.	.	PUNCT
ajeer-223	247	1	journal	journal	NOUN
ajeer-223	247	2	of	of	ADP
ajeer-223	247	3	the	the	DET
ajeer-223	247	4	american	american	PROPN
ajeer-223	247	5	statistical	statistical	PROPN
ajeer-223	247	6	association	association	NOUN
ajeer-223	247	7	,	,	PUNCT
ajeer-223	247	8	74(366a	74(366a	NUM
ajeer-223	247	9	):	):	PUNCT
ajeer-223	247	10	427	427	NUM
ajeer-223	247	11	-	-	SYM
ajeer-223	247	12	431	431	NUM
ajeer-223	247	13	.	.	PUNCT
ajeer-223	248	1	view	view	NOUN
ajeer-223	248	2	at	at	ADP
ajeer-223	248	3	google	google	PROPN
ajeer-223	248	4	scholar	scholar	NOUN
ajeer-223	248	5	|	|	ADV
ajeer-223	248	6	view	view	NOUN
ajeer-223	248	7	at	at	ADP
ajeer-223	248	8	publisher	publisher	NOUN
ajeer-223	248	9	enders	ender	NOUN
ajeer-223	248	10	,	,	PUNCT
ajeer-223	248	11	w.	w.	NOUN
ajeer-223	248	12	,	,	PUNCT
ajeer-223	248	13	2004	2004	NUM
ajeer-223	248	14	.	.	PUNCT
ajeer-223	249	1	applied	apply	VERB
ajeer-223	249	2	econometric	econometric	ADJ
ajeer-223	249	3	time	time	NOUN
ajeer-223	249	4	series	series	NOUN
ajeer-223	249	5	.	.	PUNCT
ajeer-223	250	1	2nd	2nd	ADJ
ajeer-223	250	2	edn	edn	PROPN
ajeer-223	250	3	.	.	PUNCT
ajeer-223	251	1	,	,	PUNCT
ajeer-223	251	2	new	new	PROPN
ajeer-223	251	3	york	york	PROPN
ajeer-223	251	4	:	:	PUNCT
ajeer-223	251	5	john	john	PROPN
ajeer-223	251	6	wiley	wiley	PROPN
ajeer-223	251	7	&	&	CCONJ
ajeer-223	251	8	sons	sons	PROPN
ajeer-223	251	9	inc	inc	PROPN
ajeer-223	251	10	.	.	PROPN
ajeer-223	251	11	franken	franken	PROPN
ajeer-223	251	12	,	,	PUNCT
ajeer-223	251	13	j.r.v	j.r.v	PROPN
ajeer-223	251	14	.	.	PUNCT
ajeer-223	251	15	and	and	CCONJ
ajeer-223	251	16	l.j	l.j	PROPN
ajeer-223	251	17	.	.	PROPN
ajeer-223	251	18	parcell	parcell	PROPN
ajeer-223	251	19	,	,	PUNCT
ajeer-223	251	20	2003	2003	NUM
ajeer-223	251	21	.	.	PUNCT
ajeer-223	252	1	cash	cash	NOUN
ajeer-223	252	2	ethanol	ethanol	NOUN
ajeer-223	252	3	cross	cross	ADJ
ajeer-223	252	4	-	-	ADJ
ajeer-223	252	5	heading	heading	ADJ
ajeer-223	252	6	opportunities	opportunity	NOUN
ajeer-223	252	7	.	.	PUNCT
ajeer-223	253	1	journal	journal	NOUN
ajeer-223	253	2	of	of	ADP
ajeer-223	253	3	agriculture	agriculture	NOUN
ajeer-223	253	4	and	and	CCONJ
ajeer-223	253	5	applied	apply	VERB
ajeer-223	253	6	economics	economic	NOUN
ajeer-223	253	7	,	,	PUNCT
ajeer-223	253	8	35(3	35(3	NUM
ajeer-223	253	9	):	):	PUNCT
ajeer-223	253	10	509516	509516	NUM
ajeer-223	253	11	.	.	PUNCT
ajeer-223	254	1	view	view	NOUN
ajeer-223	254	2	at	at	ADP
ajeer-223	254	3	google	google	PROPN
ajeer-223	254	4	scholar	scholar	NOUN
ajeer-223	254	5	|	|	ADV
ajeer-223	254	6	view	view	NOUN
ajeer-223	254	7	at	at	ADP
ajeer-223	254	8	publisher	publisher	NOUN
ajeer-223	254	9	geman	geman	PROPN
ajeer-223	254	10	,	,	PUNCT
ajeer-223	254	11	h.	h.	PROPN
ajeer-223	254	12	,	,	PUNCT
ajeer-223	254	13	2005	2005	NUM
ajeer-223	254	14	.	.	PUNCT
ajeer-223	255	1	commodities	commodity	NOUN
ajeer-223	255	2	and	and	CCONJ
ajeer-223	255	3	commodity	commodity	NOUN
ajeer-223	255	4	derivatives	derivative	NOUN
ajeer-223	255	5	:	:	PUNCT
ajeer-223	255	6	modeling	modeling	NOUN
ajeer-223	255	7	and	and	CCONJ
ajeer-223	255	8	pricing	pricing	NOUN
ajeer-223	255	9	for	for	ADP
ajeer-223	255	10	agriculturals	agricultural	NOUN
ajeer-223	255	11	,	,	PUNCT
ajeer-223	255	12	metals	metal	NOUN
ajeer-223	255	13	and	and	CCONJ
ajeer-223	255	14	energy	energy	NOUN
ajeer-223	255	15	.	.	PUNCT
ajeer-223	256	1	chichester	chichester	PROPN
ajeer-223	256	2	:	:	PUNCT
ajeer-223	256	3	john	john	PROPN
ajeer-223	256	4	wiley	wiley	PROPN
ajeer-223	256	5	&	&	CCONJ
ajeer-223	256	6	sons	sons	PROPN
ajeer-223	256	7	ltd	ltd	PROPN
ajeer-223	256	8	.	.	PROPN
ajeer-223	256	9	gulati	gulati	PROPN
ajeer-223	256	10	,	,	PUNCT
ajeer-223	256	11	d.	d.	PROPN
ajeer-223	256	12	,	,	PUNCT
ajeer-223	256	13	2012	2012	NUM
ajeer-223	256	14	.	.	PUNCT
ajeer-223	257	1	relationship	relationship	NOUN
ajeer-223	257	2	between	between	ADP
ajeer-223	257	3	price	price	NOUN
ajeer-223	257	4	and	and	CCONJ
ajeer-223	257	5	open	open	ADJ
ajeer-223	257	6	interest	interest	NOUN
ajeer-223	257	7	in	in	ADP
ajeer-223	257	8	indian	indian	ADJ
ajeer-223	257	9	futures	future	NOUN
ajeer-223	257	10	market	market	NOUN
ajeer-223	257	11	:	:	PUNCT
ajeer-223	257	12	an	an	DET
ajeer-223	257	13	empirical	empirical	ADJ
ajeer-223	257	14	study	study	NOUN
ajeer-223	257	15	.	.	PUNCT
ajeer-223	258	1	pacific	pacific	PROPN
ajeer-223	258	2	business	business	PROPN
ajeer-223	258	3	review	review	PROPN
ajeer-223	258	4	international	international	ADJ
ajeer-223	258	5	,	,	PUNCT
ajeer-223	258	6	5(1	5(1	NUM
ajeer-223	258	7	):	):	PUNCT
ajeer-223	258	8	27	27	NUM
ajeer-223	258	9	-	-	SYM
ajeer-223	258	10	35	35	NUM
ajeer-223	258	11	.	.	PUNCT
ajeer-223	258	12	view	view	NOUN
ajeer-223	258	13	at	at	ADP
ajeer-223	258	14	google	google	PROPN
ajeer-223	258	15	scholar	scholar	NOUN
ajeer-223	258	16	hull	hull	NOUN
ajeer-223	258	17	,	,	PUNCT
ajeer-223	258	18	j.c	j.c	PROPN
ajeer-223	258	19	.	.	PROPN
ajeer-223	258	20	,	,	PUNCT
ajeer-223	258	21	2002	2002	NUM
ajeer-223	258	22	.	.	PUNCT
ajeer-223	259	1	options	option	NOUN
ajeer-223	259	2	,	,	PUNCT
ajeer-223	259	3	futures	future	NOUN
ajeer-223	259	4	,	,	PUNCT
ajeer-223	259	5	&	&	CCONJ
ajeer-223	259	6	other	other	ADJ
ajeer-223	259	7	derivatives	derivative	NOUN
ajeer-223	259	8	.	.	PUNCT
ajeer-223	260	1	5th	5th	ADJ
ajeer-223	260	2	edn	edn	NOUN
ajeer-223	260	3	.	.	PUNCT
ajeer-223	261	1	,	,	PUNCT
ajeer-223	261	2	upper	upper	ADJ
ajeer-223	261	3	saddle	saddle	NOUN
ajeer-223	261	4	river	river	NOUN
ajeer-223	261	5	,	,	PUNCT
ajeer-223	261	6	nj	nj	PROPN
ajeer-223	261	7	:	:	PUNCT
ajeer-223	261	8	pearson	pearson	PROPN
ajeer-223	261	9	education	education	PROPN
ajeer-223	261	10	asia	asia	PROPN
ajeer-223	261	11	,	,	PUNCT
ajeer-223	261	12	new	new	ADJ
ajeer-223	261	13	delhi	delhi	PROPN
ajeer-223	261	14	.	.	PUNCT
ajeer-223	262	1	https://scholar.google.com/scholar?hl=en&q=price%20volatility,%20trading%20volume,%20and%20market%20depth:%20evidence%20from%20futures%20markets	https://scholar.google.com/scholar?hl=en&q=price%20volatility,%20trading%20volume,%20and%20market%20depth:%20evidence%20from%20futures%20market	NOUN
ajeer-223	262	2	http://dx.doi.org/10.2307/2331149	http://dx.doi.org/10.2307/2331149	PROPN
ajeer-223	262	3	https://scholar.google.com/scholar?hl=en&q=trading%20on%20the%20information%20content%20of%20open%20interest:%20evidence%20from%20the%20us%20equity%20options%20market	https://scholar.google.com/scholar?hl=en&q=trading%20on%20the%20information%20content%20of%20open%20interest:%20evidence%20from%20the%20us%20equity%20options%20market	PROPN
ajeer-223	262	4	http://dx.doi.org/10.1057/palgrave.dutr.1840004	http://dx.doi.org/10.1057/palgrave.dutr.1840004	PROPN
ajeer-223	263	1	http://www.cftc.gov/marketreports/commitmentsoftraders/explanatorynotes/index.htm	http://www.cftc.gov/marketreports/commitmentsoftraders/explanatorynotes/index.htm	PROPN
ajeer-223	263	2	https://scholar.google.com/scholar?hl=en&q=distribution%20of%20the%20estimators%20for%20autoregressive%20time%20series%20with%20a%20unit%20root	https://scholar.google.com/scholar?hl=en&q=distribution%20of%20the%20estimators%20for%20autoregressive%20time%20series%20with%20a%20unit%20root	NOUN
ajeer-223	263	3	http://dx.doi.org/10.1080/01621459.1979.10482531	http://dx.doi.org/10.1080/01621459.1979.10482531	PROPN
ajeer-223	263	4	https://scholar.google.com/scholar?hl=en&q=cash%20ethanol%20cross-heading%20opportunities	https://scholar.google.com/scholar?hl=en&q=cash%20ethanol%20cross-heading%20opportunitie	NOUN
ajeer-223	263	5	http://dx.doi.org/10.1017/s1074070800028248	http://dx.doi.org/10.1017/s1074070800028248	PROPN
ajeer-223	263	6	https://scholar.google.com/scholar?hl=en&q=relationship%20between%20price%20and%20open%20interest%20in%20indian%20futures%20market:%20an%20empirical%20study	https://scholar.google.com/scholar?hl=en&q=relationship%20between%20price%20and%20open%20interest%20in%20indian%20futures%20market:%20an%20empirical%20study	PROPN
ajeer-223	263	7	asian	asian	PROPN
ajeer-223	263	8	journal	journal	PROPN
ajeer-223	263	9	of	of	ADP
ajeer-223	263	10	economics	economic	NOUN
ajeer-223	263	11	and	and	CCONJ
ajeer-223	263	12	empirical	empirical	ADJ
ajeer-223	263	13	research	research	NOUN
ajeer-223	263	14	,	,	PUNCT
ajeer-223	263	15	2016	2016	NUM
ajeer-223	263	16	,	,	PUNCT
ajeer-223	263	17	3(2	3(2	NUM
ajeer-223	263	18	):	):	PUNCT
ajeer-223	263	19	156	156	NUM
ajeer-223	263	20	-	-	SYM
ajeer-223	263	21	162	162	NUM
ajeer-223	263	22	162	162	NUM
ajeer-223	263	23	kamara	kamara	PROPN
ajeer-223	263	24	,	,	PUNCT
ajeer-223	263	25	a.	a.	NOUN
ajeer-223	263	26	,	,	PUNCT
ajeer-223	263	27	1993	1993	NUM
ajeer-223	263	28	.	.	PUNCT
ajeer-223	264	1	production	production	NOUN
ajeer-223	264	2	flexibility	flexibility	NOUN
ajeer-223	264	3	,	,	PUNCT
ajeer-223	264	4	stochastic	stochastic	ADJ
ajeer-223	264	5	separation	separation	NOUN
ajeer-223	264	6	,	,	PUNCT
ajeer-223	264	7	hedging	hedging	NOUN
ajeer-223	264	8	,	,	PUNCT
ajeer-223	264	9	and	and	CCONJ
ajeer-223	264	10	futures	future	NOUN
ajeer-223	264	11	prices	price	NOUN
ajeer-223	264	12	.	.	PUNCT
ajeer-223	265	1	review	review	NOUN
ajeer-223	265	2	of	of	ADP
ajeer-223	265	3	financial	financial	ADJ
ajeer-223	265	4	studies	study	NOUN
ajeer-223	265	5	,	,	PUNCT
ajeer-223	265	6	6(4	6(4	NUM
ajeer-223	265	7	):	):	PUNCT
ajeer-223	265	8	935	935	NUM
ajeer-223	265	9	-	-	SYM
ajeer-223	265	10	957	957	NUM
ajeer-223	265	11	.	.	PUNCT
ajeer-223	266	1	view	view	NOUN
ajeer-223	266	2	at	at	ADP
ajeer-223	266	3	google	google	PROPN
ajeer-223	266	4	scholar	scholar	NOUN
ajeer-223	266	5	|	|	ADV
ajeer-223	266	6	view	view	NOUN
ajeer-223	266	7	at	at	ADP
ajeer-223	266	8	publisher	publisher	PROPN
ajeer-223	266	9	pathak	pathak	PROPN
ajeer-223	266	10	,	,	PUNCT
ajeer-223	266	11	r.	r.	PROPN
ajeer-223	266	12	and	and	CCONJ
ajeer-223	266	13	n.	n.	PROPN
ajeer-223	266	14	rajesh	rajesh	PROPN
ajeer-223	266	15	,	,	PUNCT
ajeer-223	266	16	2010	2010	NUM
ajeer-223	266	17	.	.	PUNCT
ajeer-223	267	1	informational	informational	ADJ
ajeer-223	267	2	role	role	NOUN
ajeer-223	267	3	of	of	ADP
ajeer-223	267	4	options	option	NOUN
ajeer-223	267	5	open	open	VERB
ajeer-223	267	6	interests	interest	NOUN
ajeer-223	267	7	and	and	CCONJ
ajeer-223	267	8	volume	volume	NOUN
ajeer-223	267	9	in	in	ADP
ajeer-223	267	10	forecasting	forecast	VERB
ajeer-223	267	11	future	future	ADJ
ajeer-223	267	12	prices	price	NOUN
ajeer-223	267	13	:	:	PUNCT
ajeer-223	267	14	a	a	DET
ajeer-223	267	15	study	study	NOUN
ajeer-223	267	16	on	on	ADP
ajeer-223	267	17	indian	indian	ADJ
ajeer-223	267	18	market	market	NOUN
ajeer-223	267	19	.	.	PUNCT
ajeer-223	268	1	iup	iup	PROPN
ajeer-223	268	2	journal	journal	PROPN
ajeer-223	268	3	of	of	ADP
ajeer-223	268	4	financial	financial	ADJ
ajeer-223	268	5	economics	economic	NOUN
ajeer-223	268	6	,	,	PUNCT
ajeer-223	268	7	8(3	8(3	NUM
ajeer-223	268	8	):	):	PUNCT
ajeer-223	268	9	49	49	NUM
ajeer-223	268	10	-	-	SYM
ajeer-223	268	11	61	61	NUM
ajeer-223	268	12	.	.	PUNCT
ajeer-223	269	1	view	view	NOUN
ajeer-223	269	2	at	at	ADP
ajeer-223	269	3	google	google	PROPN
ajeer-223	269	4	scholar	scholar	PROPN
ajeer-223	269	5	srivastava	srivastava	PROPN
ajeer-223	269	6	,	,	PUNCT
ajeer-223	269	7	s.	s.	PROPN
ajeer-223	269	8	,	,	PUNCT
ajeer-223	269	9	2003	2003	NUM
ajeer-223	269	10	.	.	PUNCT
ajeer-223	270	1	informational	informational	ADJ
ajeer-223	270	2	content	content	NOUN
ajeer-223	270	3	of	of	ADP
ajeer-223	270	4	trading	trading	NOUN
ajeer-223	270	5	volume	volume	NOUN
ajeer-223	270	6	and	and	CCONJ
ajeer-223	270	7	open	open	ADJ
ajeer-223	270	8	interest	interest	NOUN
ajeer-223	270	9	–	–	PUNCT
ajeer-223	270	10	an	an	DET
ajeer-223	270	11	empirical	empirical	ADJ
ajeer-223	270	12	study	study	NOUN
ajeer-223	270	13	of	of	ADP
ajeer-223	270	14	stock	stock	NOUN
ajeer-223	270	15	option	option	NOUN
ajeer-223	270	16	market	market	NOUN
ajeer-223	270	17	in	in	ADP
ajeer-223	270	18	india	india	PROPN
ajeer-223	270	19	.	.	PUNCT
ajeer-223	271	1	nse	nse	NOUN
ajeer-223	271	2	research	research	PROPN
ajeer-223	271	3	initiative	initiative	NOUN
ajeer-223	271	4	working	working	PROPN
ajeer-223	271	5	paper	paper	NOUN
ajeer-223	271	6	no	no	INTJ
ajeer-223	271	7	.	.	PROPN
ajeer-223	271	8	29	29	NUM
ajeer-223	271	9	.	.	PUNCT
ajeer-223	271	10	available	available	ADJ
ajeer-223	271	11	from	from	ADP
ajeer-223	271	12	http://ssrn.com/abstract=606121	http://ssrn.com/abstract=606121	PROPN
ajeer-223	271	13	.	.	PUNCT
ajeer-223	272	1	suhashini	suhashini	PROPN
ajeer-223	272	2	,	,	PUNCT
ajeer-223	272	3	j.	j.	PROPN
ajeer-223	272	4	and	and	CCONJ
ajeer-223	272	5	k.	k.	PROPN
ajeer-223	272	6	chandrasekar	chandrasekar	PROPN
ajeer-223	272	7	,	,	PUNCT
ajeer-223	272	8	2013	2013	NUM
ajeer-223	272	9	.	.	PUNCT
ajeer-223	273	1	causality	causality	NOUN
ajeer-223	273	2	between	between	ADP
ajeer-223	273	3	volume	volume	NOUN
ajeer-223	273	4	,	,	PUNCT
ajeer-223	273	5	open	open	ADJ
ajeer-223	273	6	interest	interest	NOUN
ajeer-223	273	7	,	,	PUNCT
ajeer-223	273	8	returns	return	VERB
ajeer-223	273	9	spot	spot	NOUN
ajeer-223	273	10	and	and	CCONJ
ajeer-223	273	11	future	future	ADJ
ajeer-223	273	12	prices	price	NOUN
ajeer-223	273	13	of	of	ADP
ajeer-223	273	14	currency	currency	NOUN
ajeer-223	273	15	futures	future	NOUN
ajeer-223	273	16	trading	trading	NOUN
ajeer-223	273	17	in	in	ADP
ajeer-223	273	18	india	india	PROPN
ajeer-223	273	19	.	.	PUNCT
ajeer-223	274	1	asia	asia	PROPN
ajeer-223	274	2	pacific	pacific	PROPN
ajeer-223	274	3	journal	journal	PROPN
ajeer-223	274	4	of	of	ADP
ajeer-223	274	5	research	research	NOUN
ajeer-223	274	6	,	,	PUNCT
ajeer-223	274	7	3(10	3(10	NUM
ajeer-223	274	8	):	):	PUNCT
ajeer-223	274	9	1	1	NUM
ajeer-223	274	10	-	-	SYM
ajeer-223	274	11	15	15	NUM
ajeer-223	274	12	.	.	PUNCT
ajeer-223	275	1	asian	asian	ADJ
ajeer-223	275	2	online	online	PROPN
ajeer-223	275	3	journal	journal	PROPN
ajeer-223	275	4	publishing	publishing	NOUN
ajeer-223	275	5	group	group	NOUN
ajeer-223	275	6	is	be	AUX
ajeer-223	275	7	not	not	PART
ajeer-223	275	8	responsible	responsible	ADJ
ajeer-223	275	9	or	or	CCONJ
ajeer-223	275	10	answerable	answerable	ADJ
ajeer-223	275	11	for	for	ADP
ajeer-223	275	12	any	any	DET
ajeer-223	275	13	loss	loss	NOUN
ajeer-223	275	14	,	,	PUNCT
ajeer-223	275	15	damage	damage	NOUN
ajeer-223	275	16	or	or	CCONJ
ajeer-223	275	17	liability	liability	NOUN
ajeer-223	275	18	,	,	PUNCT
ajeer-223	275	19	etc	etc	X
ajeer-223	275	20	.	.	X
ajeer-223	275	21	caused	cause	VERB
ajeer-223	275	22	in	in	ADP
ajeer-223	275	23	relation	relation	NOUN
ajeer-223	275	24	to	to	PART
ajeer-223	275	25	/	/	PUNCT
ajeer-223	275	26	arising	arise	VERB
ajeer-223	275	27	out	out	ADP
ajeer-223	275	28	of	of	ADP
ajeer-223	275	29	the	the	DET
ajeer-223	275	30	use	use	NOUN
ajeer-223	275	31	of	of	ADP
ajeer-223	275	32	the	the	DET
ajeer-223	275	33	content	content	NOUN
ajeer-223	275	34	.	.	PUNCT
ajeer-223	276	1	any	any	DET
ajeer-223	276	2	queries	query	NOUN
ajeer-223	276	3	should	should	AUX
ajeer-223	276	4	be	be	AUX
ajeer-223	276	5	directed	direct	VERB
ajeer-223	276	6	to	to	ADP
ajeer-223	276	7	the	the	DET
ajeer-223	276	8	corresponding	corresponding	ADJ
ajeer-223	276	9	author	author	NOUN
ajeer-223	276	10	of	of	ADP
ajeer-223	276	11	the	the	DET
ajeer-223	276	12	article	article	NOUN
ajeer-223	276	13	.	.	PUNCT
ajeer-223	277	1	https://scholar.google.com/scholar?hl=en&q=production%20flexibility,%20stochastic%20separation,%20hedging,%20and%20futures%20prices	https://scholar.google.com/scholar?hl=en&q=production%20flexibility,%20stochastic%20separation,%20hedging,%20and%20futures%20price	NOUN
ajeer-223	277	2	https://scholar.google.com/scholar?hl=en&q=production%20flexibility,%20stochastic%20separation,%20hedging,%20and%20futures%20prices	https://scholar.google.com/scholar?hl=en&q=production%20flexibility,%20stochastic%20separation,%20hedging,%20and%20futures%20price	NOUN
ajeer-223	277	3	http://dx.doi.org/10.1093/rfs/6.4.935	http://dx.doi.org/10.1093/rfs/6.4.935	PUNCT
ajeer-223	277	4	https://scholar.google.com/scholar?hl=en&q=informational%20role%20of%20options%20open%20interests%20and%20volume%20in%20forecasting%20future%20prices:%20a%20study%20on%20indian%20market	https://scholar.google.com/scholar?hl=en&q=informational%20role%20of%20options%20open%20interests%20and%20volume%20in%20forecasting%20future%20prices:%20a%20study%20on%20indian%20market	NOUN
ajeer-223	277	5	http://ssrn.com/abstract=606121	http://ssrn.com/abstract=606121	VERB