id	sid	tid	token	lemma	pos
fsr-3897	1	1	pii	pii	PROPN
fsr-3897	1	2	:	:	PUNCT
fsr-3897	1	3	s1057	s1057	NOUN
fsr-3897	1	4	-	-	PUNCT
fsr-3897	1	5	0810(00)00043	0810(00)00043	NOUN
fsr-3897	1	6	-	-	SYM
fsr-3897	1	7	3	3	NUM
fsr-3897	1	8	does	do	AUX
fsr-3897	1	9	education	education	NOUN
fsr-3897	1	10	affect	affect	VERB
fsr-3897	1	11	how	how	SCONJ
fsr-3897	1	12	well	well	ADV
fsr-3897	1	13	students	student	NOUN
fsr-3897	1	14	forecast	forecast	VERB
fsr-3897	1	15	the	the	DET
fsr-3897	1	16	market	market	NOUN
fsr-3897	1	17	?	?	PUNCT
fsr-3897	2	1	john	john	PROPN
fsr-3897	2	2	c.	c.	PROPN
fsr-3897	2	3	alexander	alexander	PROPN
fsr-3897	2	4	jr	jr	PROPN
fsr-3897	2	5	.	.	PROPN
fsr-3897	3	1	*	*	PROPN
fsr-3897	3	2	,	,	PUNCT
fsr-3897	3	3	robert	robert	PROPN
fsr-3897	3	4	b.	b.	PROPN
fsr-3897	3	5	mcelreath	mcelreath	PROPN
fsr-3897	3	6	department	department	PROPN
fsr-3897	3	7	of	of	ADP
fsr-3897	3	8	finance	finance	PROPN
fsr-3897	3	9	,	,	PUNCT
fsr-3897	3	10	clemson	clemson	NOUN
fsr-3897	3	11	university	university	NOUN
fsr-3897	3	12	,	,	PUNCT
fsr-3897	3	13	314	314	NUM
fsr-3897	3	14	sirrine	sirrine	NOUN
fsr-3897	3	15	hall	hall	PROPN
fsr-3897	3	16	,	,	PUNCT
fsr-3897	3	17	clemson	clemson	PROPN
fsr-3897	3	18	,	,	PUNCT
fsr-3897	3	19	sc	sc	PROPN
fsr-3897	3	20	29634	29634	NUM
fsr-3897	3	21	-	-	SYM
fsr-3897	3	22	1323	1323	NUM
fsr-3897	3	23	,	,	PUNCT
fsr-3897	3	24	usa	usa	PROPN
fsr-3897	3	25	abstract	abstract	NOUN
fsr-3897	3	26	this	this	DET
fsr-3897	3	27	study	study	NOUN
fsr-3897	3	28	examines	examine	VERB
fsr-3897	3	29	the	the	DET
fsr-3897	3	30	results	result	NOUN
fsr-3897	3	31	of	of	ADP
fsr-3897	3	32	a	a	DET
fsr-3897	3	33	student	student	NOUN
fsr-3897	3	34	stock	stock	NOUN
fsr-3897	3	35	market	market	NOUN
fsr-3897	3	36	forecasting	forecasting	NOUN
fsr-3897	3	37	project	project	NOUN
fsr-3897	3	38	used	use	VERB
fsr-3897	3	39	in	in	ADP
fsr-3897	3	40	our	our	PRON
fsr-3897	3	41	basic	basic	ADJ
fsr-3897	3	42	and	and	CCONJ
fsr-3897	3	43	advanced	advanced	ADJ
fsr-3897	3	44	investments	investment	NOUN
fsr-3897	3	45	classes	class	NOUN
fsr-3897	3	46	.	.	PUNCT
fsr-3897	4	1	students	student	NOUN
fsr-3897	4	2	fail	fail	VERB
fsr-3897	4	3	to	to	PART
fsr-3897	4	4	outperform	outperform	VERB
fsr-3897	4	5	a	a	DET
fsr-3897	4	6	random	random	ADJ
fsr-3897	4	7	walk	walk	NOUN
fsr-3897	4	8	model	model	NOUN
fsr-3897	4	9	over	over	ADP
fsr-3897	4	10	the	the	DET
fsr-3897	4	11	entire	entire	ADJ
fsr-3897	4	12	period	period	NOUN
fsr-3897	4	13	,	,	PUNCT
fsr-3897	4	14	but	but	CCONJ
fsr-3897	4	15	do	do	AUX
fsr-3897	4	16	perform	perform	VERB
fsr-3897	4	17	well	well	ADV
fsr-3897	4	18	in	in	ADP
fsr-3897	4	19	some	some	DET
fsr-3897	4	20	subperiods	subperiod	NOUN
fsr-3897	4	21	.	.	PUNCT
fsr-3897	5	1	students	student	NOUN
fsr-3897	5	2	receiving	receive	VERB
fsr-3897	5	3	an	an	DET
fsr-3897	5	4	above	above	ADJ
fsr-3897	5	5	average	average	ADJ
fsr-3897	5	6	grade	grade	NOUN
fsr-3897	5	7	in	in	ADP
fsr-3897	5	8	the	the	DET
fsr-3897	5	9	basic	basic	ADJ
fsr-3897	5	10	investments	investment	NOUN
fsr-3897	5	11	class	class	NOUN
fsr-3897	5	12	provide	provide	VERB
fsr-3897	5	13	more	more	ADV
fsr-3897	5	14	accurate	accurate	ADJ
fsr-3897	5	15	forecasts	forecast	NOUN
fsr-3897	5	16	than	than	ADP
fsr-3897	5	17	all	all	DET
fsr-3897	5	18	other	other	ADJ
fsr-3897	5	19	groups	group	NOUN
fsr-3897	5	20	of	of	ADP
fsr-3897	5	21	students	student	NOUN
fsr-3897	5	22	.	.	PUNCT
fsr-3897	6	1	further	far	ADV
fsr-3897	6	2	,	,	PUNCT
fsr-3897	6	3	poorer	poorer	ADV
fsr-3897	6	4	performing	perform	VERB
fsr-3897	6	5	students	student	NOUN
fsr-3897	6	6	tend	tend	VERB
fsr-3897	6	7	to	to	PART
fsr-3897	6	8	be	be	AUX
fsr-3897	6	9	more	more	ADV
fsr-3897	6	10	pessimistic	pessimistic	ADJ
fsr-3897	6	11	in	in	ADP
fsr-3897	6	12	their	their	PRON
fsr-3897	6	13	expectations	expectation	NOUN
fsr-3897	6	14	of	of	ADP
fsr-3897	6	15	the	the	DET
fsr-3897	6	16	market	market	NOUN
fsr-3897	6	17	.	.	PUNCT
fsr-3897	7	1	the	the	DET
fsr-3897	7	2	results	result	NOUN
fsr-3897	7	3	suggest	suggest	VERB
fsr-3897	7	4	that	that	SCONJ
fsr-3897	7	5	education	education	NOUN
fsr-3897	7	6	improves	improve	VERB
fsr-3897	7	7	the	the	DET
fsr-3897	7	8	forecasting	forecasting	NOUN
fsr-3897	7	9	ability	ability	NOUN
fsr-3897	7	10	of	of	ADP
fsr-3897	7	11	students	student	NOUN
fsr-3897	7	12	.	.	PUNCT
fsr-3897	8	1	©	©	PROPN
fsr-3897	8	2	1999	1999	NUM
fsr-3897	8	3	elsevier	elsevier	PROPN
fsr-3897	8	4	science	science	PROPN
fsr-3897	8	5	inc	inc	PROPN
fsr-3897	8	6	.	.	PUNCT
fsr-3897	9	1	all	all	DET
fsr-3897	9	2	rights	right	NOUN
fsr-3897	9	3	reserved	reserve	VERB
fsr-3897	9	4	.	.	PUNCT
fsr-3897	10	1	jel	jel	PROPN
fsr-3897	10	2	classification	classification	NOUN
fsr-3897	10	3	:	:	PUNCT
fsr-3897	10	4	d84	d84	NOUN
fsr-3897	10	5	;	;	PUNCT
fsr-3897	10	6	e37	e37	NOUN
fsr-3897	10	7	;	;	PUNCT
fsr-3897	10	8	g10	g10	PROPN
fsr-3897	10	9	;	;	PUNCT
fsr-3897	10	10	i21	i21	NOUN
fsr-3897	10	11	keywords	keyword	NOUN
fsr-3897	10	12	:	:	PUNCT
fsr-3897	10	13	market	market	NOUN
fsr-3897	10	14	forecasts	forecast	NOUN
fsr-3897	10	15	;	;	PUNCT
fsr-3897	10	16	expectations	expectation	NOUN
fsr-3897	10	17	;	;	PUNCT
fsr-3897	10	18	education	education	NOUN
fsr-3897	10	19	1	1	NUM
fsr-3897	10	20	.	.	PUNCT
fsr-3897	10	21	introduction	introduction	NOUN
fsr-3897	10	22	this	this	DET
fsr-3897	10	23	study	study	NOUN
fsr-3897	10	24	presents	present	VERB
fsr-3897	10	25	the	the	DET
fsr-3897	10	26	results	result	NOUN
fsr-3897	10	27	of	of	ADP
fsr-3897	10	28	a	a	DET
fsr-3897	10	29	stock	stock	NOUN
fsr-3897	10	30	market	market	NOUN
fsr-3897	10	31	prediction	prediction	NOUN
fsr-3897	10	32	project	project	NOUN
fsr-3897	10	33	that	that	PRON
fsr-3897	10	34	has	have	AUX
fsr-3897	10	35	been	be	AUX
fsr-3897	10	36	used	use	VERB
fsr-3897	10	37	in	in	ADP
fsr-3897	10	38	our	our	PRON
fsr-3897	10	39	investments	investment	NOUN
fsr-3897	10	40	classes	class	NOUN
fsr-3897	10	41	.	.	PUNCT
fsr-3897	11	1	the	the	DET
fsr-3897	11	2	project	project	NOUN
fsr-3897	11	3	is	be	AUX
fsr-3897	11	4	an	an	DET
fsr-3897	11	5	excellent	excellent	ADJ
fsr-3897	11	6	way	way	NOUN
fsr-3897	11	7	to	to	PART
fsr-3897	11	8	get	get	VERB
fsr-3897	11	9	students	student	NOUN
fsr-3897	11	10	to	to	PART
fsr-3897	11	11	examine	examine	VERB
fsr-3897	11	12	and	and	CCONJ
fsr-3897	11	13	think	think	VERB
fsr-3897	11	14	about	about	ADP
fsr-3897	11	15	what	what	PRON
fsr-3897	11	16	is	be	AUX
fsr-3897	11	17	happening	happen	VERB
fsr-3897	11	18	in	in	ADP
fsr-3897	11	19	the	the	DET
fsr-3897	11	20	stock	stock	NOUN
fsr-3897	11	21	market	market	NOUN
fsr-3897	11	22	at	at	ADP
fsr-3897	11	23	an	an	DET
fsr-3897	11	24	early	early	ADJ
fsr-3897	11	25	point	point	NOUN
fsr-3897	11	26	in	in	ADP
fsr-3897	11	27	a	a	DET
fsr-3897	11	28	class	class	NOUN
fsr-3897	11	29	.	.	PUNCT
fsr-3897	12	1	besides	besides	SCONJ
fsr-3897	12	2	being	be	AUX
fsr-3897	12	3	a	a	DET
fsr-3897	12	4	helpful	helpful	ADJ
fsr-3897	12	5	tool	tool	NOUN
fsr-3897	12	6	in	in	ADP
fsr-3897	12	7	motivating	motivate	VERB
fsr-3897	12	8	class	class	NOUN
fsr-3897	12	9	discussion	discussion	NOUN
fsr-3897	12	10	,	,	PUNCT
fsr-3897	12	11	the	the	DET
fsr-3897	12	12	results	result	NOUN
fsr-3897	12	13	from	from	ADP
fsr-3897	12	14	the	the	DET
fsr-3897	12	15	study	study	NOUN
fsr-3897	12	16	are	be	AUX
fsr-3897	12	17	also	also	ADV
fsr-3897	12	18	interesting	interesting	ADJ
fsr-3897	12	19	in	in	ADP
fsr-3897	12	20	their	their	PRON
fsr-3897	12	21	own	own	ADJ
fsr-3897	12	22	right	right	NOUN
fsr-3897	12	23	since	since	SCONJ
fsr-3897	12	24	they	they	PRON
fsr-3897	12	25	provide	provide	VERB
fsr-3897	12	26	evidence	evidence	NOUN
fsr-3897	12	27	on	on	ADP
fsr-3897	12	28	the	the	DET
fsr-3897	12	29	relationship	relationship	NOUN
fsr-3897	12	30	between	between	ADP
fsr-3897	12	31	forecasting	forecasting	NOUN
fsr-3897	12	32	ability	ability	NOUN
fsr-3897	12	33	and	and	CCONJ
fsr-3897	12	34	education	education	NOUN
fsr-3897	12	35	.	.	PUNCT
fsr-3897	13	1	studies	study	NOUN
fsr-3897	13	2	of	of	ADP
fsr-3897	13	3	stock	stock	NOUN
fsr-3897	13	4	market	market	NOUN
fsr-3897	13	5	predictability	predictability	NOUN
fsr-3897	13	6	have	have	AUX
fsr-3897	13	7	been	be	AUX
fsr-3897	13	8	of	of	ADP
fsr-3897	13	9	interest	interest	NOUN
fsr-3897	13	10	to	to	ADP
fsr-3897	13	11	both	both	DET
fsr-3897	13	12	academics	academic	NOUN
fsr-3897	13	13	and	and	CCONJ
fsr-3897	13	14	*	*	PUNCT
fsr-3897	13	15	corresponding	correspond	VERB
fsr-3897	13	16	author	author	NOUN
fsr-3897	13	17	.	.	PUNCT
fsr-3897	14	1	tel.:11	tel.:11	PROPN
fsr-3897	14	2	-	-	PUNCT
fsr-3897	14	3	864	864	NUM
fsr-3897	14	4	-	-	PUNCT
fsr-3897	14	5	656	656	NUM
fsr-3897	14	6	-	-	PUNCT
fsr-3897	14	7	0547	0547	NUM
fsr-3897	15	1	;	;	PUNCT
fsr-3897	15	2	fax:11	fax:11	PROPN
fsr-3897	15	3	-	-	PUNCT
fsr-3897	15	4	864	864	NUM
fsr-3897	15	5	-	-	PUNCT
fsr-3897	15	6	656	656	NUM
fsr-3897	15	7	-	-	PUNCT
fsr-3897	15	8	3748	3748	NUM
fsr-3897	15	9	.	.	PUNCT
fsr-3897	16	1	e	e	X
fsr-3897	16	2	-	-	NOUN
fsr-3897	16	3	mail	mail	NOUN
fsr-3897	16	4	address:alexanj@clemson.edu	address:alexanj@clemson.edu	PROPN
fsr-3897	16	5	(	(	PUNCT
fsr-3897	16	6	j.	j.	PROPN
fsr-3897	16	7	alexander	alexander	PROPN
fsr-3897	16	8	)	)	PUNCT
fsr-3897	16	9	.	.	PUNCT
fsr-3897	17	1	financial	financial	ADJ
fsr-3897	17	2	services	service	NOUN
fsr-3897	17	3	review	review	VERB
fsr-3897	17	4	8	8	NUM
fsr-3897	17	5	(	(	PUNCT
fsr-3897	17	6	1999	1999	NUM
fsr-3897	17	7	)	)	PUNCT
fsr-3897	17	8	253–260	253–260	NUM
fsr-3897	17	9	1057	1057	NUM
fsr-3897	17	10	-	-	SYM
fsr-3897	17	11	0810/99/$	0810/99/$	NUM
fsr-3897	17	12	–	–	PUNCT
fsr-3897	17	13	see	see	VERB
fsr-3897	17	14	front	front	ADJ
fsr-3897	17	15	matter	matter	NOUN
fsr-3897	18	1	©	©	PROPN
fsr-3897	18	2	1999	1999	NUM
fsr-3897	18	3	elsevier	elsevier	PROPN
fsr-3897	18	4	science	science	PROPN
fsr-3897	18	5	inc	inc	PROPN
fsr-3897	18	6	.	.	PUNCT
fsr-3897	19	1	all	all	DET
fsr-3897	19	2	rights	right	NOUN
fsr-3897	19	3	reserved	reserve	VERB
fsr-3897	19	4	.	.	PUNCT
fsr-3897	20	1	pii	pii	NOUN
fsr-3897	20	2	:	:	PUNCT
fsr-3897	20	3	s1057	s1057	NOUN
fsr-3897	20	4	-	-	PUNCT
fsr-3897	20	5	0810(00)00043	0810(00)00043	NOUN
fsr-3897	20	6	-	-	PUNCT
fsr-3897	20	7	3	3	NUM
fsr-3897	20	8	practitioners	practitioner	NOUN
fsr-3897	20	9	alike	alike	ADV
fsr-3897	20	10	.	.	PUNCT
fsr-3897	21	1	several	several	ADJ
fsr-3897	21	2	studies	study	NOUN
fsr-3897	21	3	examine	examine	VERB
fsr-3897	21	4	the	the	DET
fsr-3897	21	5	forecast	forecast	NOUN
fsr-3897	21	6	performance	performance	NOUN
fsr-3897	21	7	of	of	ADP
fsr-3897	21	8	economists	economist	NOUN
fsr-3897	21	9	relative	relative	ADJ
fsr-3897	21	10	to	to	ADP
fsr-3897	21	11	the	the	DET
fsr-3897	21	12	stock	stock	NOUN
fsr-3897	21	13	market	market	NOUN
fsr-3897	21	14	(	(	PUNCT
fsr-3897	21	15	e.g.	e.g.	ADV
fsr-3897	21	16	,	,	PUNCT
fsr-3897	21	17	lakonishok	lakonishok	NOUN
fsr-3897	21	18	(	(	PUNCT
fsr-3897	21	19	1980	1980	NUM
fsr-3897	21	20	)	)	PUNCT
fsr-3897	21	21	,	,	PUNCT
fsr-3897	21	22	brown	brown	ADJ
fsr-3897	21	23	and	and	CCONJ
fsr-3897	21	24	maital	maital	ADJ
fsr-3897	21	25	(	(	PUNCT
fsr-3897	21	26	1981	1981	NUM
fsr-3897	21	27	)	)	PUNCT
fsr-3897	21	28	,	,	PUNCT
fsr-3897	21	29	pearce	pearce	PROPN
fsr-3897	21	30	(	(	PUNCT
fsr-3897	21	31	1984	1984	NUM
fsr-3897	21	32	)	)	PUNCT
fsr-3897	21	33	,	,	PUNCT
fsr-3897	21	34	dokko	dokko	PROPN
fsr-3897	21	35	and	and	CCONJ
fsr-3897	21	36	edelstein	edelstein	PROPN
fsr-3897	21	37	(	(	PUNCT
fsr-3897	21	38	1989	1989	NUM
fsr-3897	21	39	)	)	PUNCT
fsr-3897	21	40	,	,	PUNCT
fsr-3897	21	41	and	and	CCONJ
fsr-3897	21	42	de	de	X
fsr-3897	21	43	bondt	bondt	NOUN
fsr-3897	21	44	(	(	PUNCT
fsr-3897	21	45	1991	1991	NUM
fsr-3897	21	46	,	,	PUNCT
fsr-3897	21	47	1993	1993	NUM
fsr-3897	21	48	)	)	PUNCT
fsr-3897	21	49	.	.	PUNCT
fsr-3897	22	1	these	these	DET
fsr-3897	22	2	studies	study	NOUN
fsr-3897	22	3	use	use	VERB
fsr-3897	22	4	the	the	DET
fsr-3897	22	5	economists	economist	NOUN
fsr-3897	22	6	’	'	PUNCT
fsr-3897	22	7	forecasts	forecast	NOUN
fsr-3897	22	8	as	as	ADP
fsr-3897	22	9	a	a	DET
fsr-3897	22	10	proxy	proxy	NOUN
fsr-3897	22	11	for	for	ADP
fsr-3897	22	12	the	the	DET
fsr-3897	22	13	expectations	expectation	NOUN
fsr-3897	22	14	of	of	ADP
fsr-3897	22	15	the	the	DET
fsr-3897	22	16	sophisticated	sophisticated	ADJ
fsr-3897	22	17	investors	investor	NOUN
fsr-3897	22	18	or	or	CCONJ
fsr-3897	22	19	smart	smart	ADJ
fsr-3897	22	20	money	money	NOUN
fsr-3897	22	21	.	.	PUNCT
fsr-3897	23	1	this	this	DET
fsr-3897	23	2	study	study	NOUN
fsr-3897	23	3	is	be	AUX
fsr-3897	23	4	unique	unique	ADJ
fsr-3897	23	5	in	in	ADP
fsr-3897	23	6	that	that	SCONJ
fsr-3897	23	7	it	it	PRON
fsr-3897	23	8	examines	examine	VERB
fsr-3897	23	9	the	the	DET
fsr-3897	23	10	forecasting	forecasting	NOUN
fsr-3897	23	11	ability	ability	NOUN
fsr-3897	23	12	of	of	ADP
fsr-3897	23	13	students	student	NOUN
fsr-3897	23	14	.	.	PUNCT
fsr-3897	24	1	our	our	PRON
fsr-3897	24	2	sample	sample	NOUN
fsr-3897	24	3	of	of	ADP
fsr-3897	24	4	students	student	NOUN
fsr-3897	24	5	includes	include	VERB
fsr-3897	24	6	those	those	PRON
fsr-3897	24	7	who	who	PRON
fsr-3897	24	8	have	have	AUX
fsr-3897	24	9	completed	complete	VERB
fsr-3897	24	10	a	a	DET
fsr-3897	24	11	basic	basic	ADJ
fsr-3897	24	12	investments	investment	NOUN
fsr-3897	24	13	class	class	NOUN
fsr-3897	24	14	and	and	CCONJ
fsr-3897	24	15	those	those	PRON
fsr-3897	24	16	who	who	PRON
fsr-3897	24	17	have	have	VERB
fsr-3897	24	18	not	not	PART
fsr-3897	24	19	.	.	PUNCT
fsr-3897	25	1	thus	thus	ADV
fsr-3897	25	2	,	,	PUNCT
fsr-3897	25	3	the	the	DET
fsr-3897	25	4	results	result	NOUN
fsr-3897	25	5	provide	provide	VERB
fsr-3897	25	6	insight	insight	NOUN
fsr-3897	25	7	into	into	ADP
fsr-3897	25	8	the	the	DET
fsr-3897	25	9	benefits	benefit	NOUN
fsr-3897	25	10	of	of	ADP
fsr-3897	25	11	investment	investment	NOUN
fsr-3897	25	12	knowledge	knowledge	NOUN
fsr-3897	25	13	in	in	ADP
fsr-3897	25	14	one	one	NUM
fsr-3897	25	15	aspect	aspect	NOUN
fsr-3897	25	16	of	of	ADP
fsr-3897	25	17	understanding	understand	VERB
fsr-3897	25	18	market	market	NOUN
fsr-3897	25	19	behavior	behavior	NOUN
fsr-3897	25	20	.	.	PUNCT
fsr-3897	26	1	in	in	ADP
fsr-3897	26	2	addition	addition	NOUN
fsr-3897	26	3	to	to	ADP
fsr-3897	26	4	examining	examine	VERB
fsr-3897	26	5	the	the	DET
fsr-3897	26	6	forecast	forecast	NOUN
fsr-3897	26	7	performance	performance	NOUN
fsr-3897	26	8	and	and	CCONJ
fsr-3897	26	9	bias	bias	NOUN
fsr-3897	26	10	of	of	ADP
fsr-3897	26	11	the	the	DET
fsr-3897	26	12	students	student	NOUN
fsr-3897	26	13	,	,	PUNCT
fsr-3897	26	14	we	we	PRON
fsr-3897	26	15	control	control	VERB
fsr-3897	26	16	for	for	ADP
fsr-3897	26	17	attributes	attribute	NOUN
fsr-3897	26	18	such	such	ADJ
fsr-3897	26	19	as	as	ADP
fsr-3897	26	20	gender	gender	NOUN
fsr-3897	26	21	and	and	CCONJ
fsr-3897	26	22	academic	academic	ADJ
fsr-3897	26	23	performance	performance	NOUN
fsr-3897	26	24	.	.	PUNCT
fsr-3897	27	1	2	2	X
fsr-3897	27	2	.	.	X
fsr-3897	27	3	data	datum	NOUN
fsr-3897	27	4	the	the	DET
fsr-3897	27	5	data	datum	NOUN
fsr-3897	27	6	used	use	VERB
fsr-3897	27	7	for	for	ADP
fsr-3897	27	8	the	the	DET
fsr-3897	27	9	current	current	ADJ
fsr-3897	27	10	study	study	NOUN
fsr-3897	27	11	consist	consist	NOUN
fsr-3897	27	12	of	of	ADP
fsr-3897	27	13	three	three	NUM
fsr-3897	27	14	-	-	PUNCT
fsr-3897	27	15	month	month	NOUN
fsr-3897	27	16	-	-	PUNCT
fsr-3897	27	17	ahead	ahead	NOUN
fsr-3897	27	18	forecasts	forecast	NOUN
fsr-3897	27	19	of	of	ADP
fsr-3897	27	20	the	the	DET
fsr-3897	27	21	dow	dow	PROPN
fsr-3897	27	22	jones	jones	PROPN
fsr-3897	27	23	industrial	industrial	PROPN
fsr-3897	27	24	average	average	PROPN
fsr-3897	27	25	(	(	PUNCT
fsr-3897	27	26	djia	djia	PROPN
fsr-3897	27	27	)	)	PUNCT
fsr-3897	27	28	provided	provide	VERB
fsr-3897	27	29	by	by	ADP
fsr-3897	27	30	college	college	NOUN
fsr-3897	27	31	students	student	NOUN
fsr-3897	27	32	extending	extend	VERB
fsr-3897	27	33	from	from	ADP
fsr-3897	27	34	september	september	PROPN
fsr-3897	27	35	1991	1991	NUM
fsr-3897	27	36	through	through	ADP
fsr-3897	27	37	september	september	PROPN
fsr-3897	27	38	1993	1993	NUM
fsr-3897	27	39	.	.	PUNCT
fsr-3897	28	1	these	these	DET
fsr-3897	28	2	students	student	NOUN
fsr-3897	28	3	are	be	AUX
fsr-3897	28	4	full	full	ADJ
fsr-3897	28	5	-	-	PUNCT
fsr-3897	28	6	time	time	NOUN
fsr-3897	28	7	undergraduate	undergraduate	NOUN
fsr-3897	28	8	finance	finance	NOUN
fsr-3897	28	9	students	student	NOUN
fsr-3897	28	10	in	in	ADP
fsr-3897	28	11	juniorand	juniorand	PROPN
fsr-3897	28	12	senior	senior	ADJ
fsr-3897	28	13	-	-	PUNCT
fsr-3897	28	14	level	level	NOUN
fsr-3897	28	15	investments	investment	NOUN
fsr-3897	28	16	classes	class	NOUN
fsr-3897	28	17	.	.	PUNCT
fsr-3897	29	1	the	the	DET
fsr-3897	29	2	nature	nature	NOUN
fsr-3897	29	3	of	of	ADP
fsr-3897	29	4	the	the	DET
fsr-3897	29	5	college	college	NOUN
fsr-3897	29	6	curriculum	curriculum	NOUN
fsr-3897	29	7	and	and	CCONJ
fsr-3897	29	8	records	record	NOUN
fsr-3897	29	9	allows	allow	VERB
fsr-3897	29	10	us	we	PRON
fsr-3897	29	11	to	to	PART
fsr-3897	29	12	control	control	VERB
fsr-3897	29	13	for	for	ADP
fsr-3897	29	14	prerequisites	prerequisite	NOUN
fsr-3897	29	15	,	,	PUNCT
fsr-3897	29	16	gender	gender	NOUN
fsr-3897	29	17	,	,	PUNCT
fsr-3897	29	18	and	and	CCONJ
fsr-3897	29	19	academic	academic	ADJ
fsr-3897	29	20	performance	performance	NOUN
fsr-3897	29	21	.	.	PUNCT
fsr-3897	30	1	more	more	ADV
fsr-3897	30	2	specifically	specifically	ADV
fsr-3897	30	3	,	,	PUNCT
fsr-3897	30	4	the	the	DET
fsr-3897	30	5	prerequisite	prerequisite	NOUN
fsr-3897	30	6	for	for	ADP
fsr-3897	30	7	junior	junior	ADJ
fsr-3897	30	8	-	-	PUNCT
fsr-3897	30	9	level	level	NOUN
fsr-3897	30	10	investments	investment	NOUN
fsr-3897	30	11	is	be	AUX
fsr-3897	30	12	basic	basic	ADJ
fsr-3897	30	13	corporate	corporate	ADJ
fsr-3897	30	14	finance	finance	NOUN
fsr-3897	30	15	,	,	PUNCT
fsr-3897	30	16	and	and	CCONJ
fsr-3897	30	17	the	the	DET
fsr-3897	30	18	prerequisite	prerequisite	NOUN
fsr-3897	30	19	for	for	ADP
fsr-3897	30	20	senior	senior	ADJ
fsr-3897	30	21	-	-	PUNCT
fsr-3897	30	22	level	level	NOUN
fsr-3897	30	23	investments	investment	NOUN
fsr-3897	30	24	is	be	AUX
fsr-3897	30	25	investments	investment	NOUN
fsr-3897	30	26	at	at	ADP
fsr-3897	30	27	the	the	DET
fsr-3897	30	28	junior	junior	ADJ
fsr-3897	30	29	level	level	NOUN
fsr-3897	30	30	.	.	PUNCT
fsr-3897	31	1	the	the	DET
fsr-3897	31	2	prerequisite	prerequisite	NOUN
fsr-3897	31	3	class	class	NOUN
fsr-3897	31	4	is	be	AUX
fsr-3897	31	5	most	most	ADV
fsr-3897	31	6	often	often	ADV
fsr-3897	31	7	completed	complete	VERB
fsr-3897	31	8	in	in	ADP
fsr-3897	31	9	the	the	DET
fsr-3897	31	10	prior	prior	ADJ
fsr-3897	31	11	semester	semester	NOUN
fsr-3897	31	12	.	.	PUNCT
fsr-3897	32	1	at	at	ADP
fsr-3897	32	2	the	the	DET
fsr-3897	32	3	start	start	NOUN
fsr-3897	32	4	of	of	ADP
fsr-3897	32	5	the	the	DET
fsr-3897	32	6	semester	semester	NOUN
fsr-3897	32	7	,	,	PUNCT
fsr-3897	32	8	junior	junior	ADJ
fsr-3897	32	9	-	-	PUNCT
fsr-3897	32	10	level	level	NOUN
fsr-3897	32	11	investments	investment	NOUN
fsr-3897	32	12	students	student	NOUN
fsr-3897	32	13	may	may	AUX
fsr-3897	32	14	be	be	AUX
fsr-3897	32	15	familiar	familiar	ADJ
fsr-3897	32	16	with	with	ADP
fsr-3897	32	17	the	the	DET
fsr-3897	32	18	djia	djia	NOUN
fsr-3897	32	19	,	,	PUNCT
fsr-3897	32	20	but	but	CCONJ
fsr-3897	32	21	typically	typically	ADV
fsr-3897	32	22	can	can	AUX
fsr-3897	32	23	not	not	PART
fsr-3897	32	24	tell	tell	VERB
fsr-3897	32	25	you	you	PRON
fsr-3897	32	26	its	its	PRON
fsr-3897	32	27	composition	composition	NOUN
fsr-3897	32	28	or	or	CCONJ
fsr-3897	32	29	level	level	NOUN
fsr-3897	32	30	.	.	PUNCT
fsr-3897	33	1	in	in	ADP
fsr-3897	33	2	contrast	contrast	NOUN
fsr-3897	33	3	,	,	PUNCT
fsr-3897	33	4	at	at	ADP
fsr-3897	33	5	the	the	DET
fsr-3897	33	6	start	start	NOUN
fsr-3897	33	7	of	of	ADP
fsr-3897	33	8	the	the	DET
fsr-3897	33	9	senior	senior	ADJ
fsr-3897	33	10	-	-	PUNCT
fsr-3897	33	11	level	level	NOUN
fsr-3897	33	12	investments	investment	NOUN
fsr-3897	33	13	class	class	NOUN
fsr-3897	33	14	,	,	PUNCT
fsr-3897	33	15	the	the	DET
fsr-3897	33	16	students	student	NOUN
fsr-3897	33	17	not	not	PART
fsr-3897	33	18	only	only	ADV
fsr-3897	33	19	know	know	VERB
fsr-3897	33	20	the	the	DET
fsr-3897	33	21	content	content	NOUN
fsr-3897	33	22	and	and	CCONJ
fsr-3897	33	23	level	level	NOUN
fsr-3897	33	24	of	of	ADP
fsr-3897	33	25	the	the	DET
fsr-3897	33	26	djia	djia	PROPN
fsr-3897	33	27	and	and	CCONJ
fsr-3897	33	28	how	how	SCONJ
fsr-3897	33	29	it	it	PRON
fsr-3897	33	30	moves	move	VERB
fsr-3897	33	31	relative	relative	ADJ
fsr-3897	33	32	to	to	ADP
fsr-3897	33	33	other	other	ADJ
fsr-3897	33	34	indexes	index	NOUN
fsr-3897	33	35	and	and	CCONJ
fsr-3897	33	36	economic	economic	ADJ
fsr-3897	33	37	variables	variable	NOUN
fsr-3897	33	38	,	,	PUNCT
fsr-3897	33	39	but	but	CCONJ
fsr-3897	33	40	also	also	ADV
fsr-3897	33	41	have	have	VERB
fsr-3897	33	42	an	an	DET
fsr-3897	33	43	understanding	understanding	NOUN
fsr-3897	33	44	of	of	ADP
fsr-3897	33	45	forecast	forecast	NOUN
fsr-3897	33	46	models	model	NOUN
fsr-3897	33	47	and	and	CCONJ
fsr-3897	33	48	random	random	ADJ
fsr-3897	33	49	walks	walk	NOUN
fsr-3897	33	50	.	.	PUNCT
fsr-3897	34	1	we	we	PRON
fsr-3897	34	2	proxy	proxy	VERB
fsr-3897	34	3	the	the	DET
fsr-3897	34	4	expectations	expectation	NOUN
fsr-3897	34	5	of	of	ADP
fsr-3897	34	6	the	the	DET
fsr-3897	34	7	less	less	ADV
fsr-3897	34	8	educated	educate	VERB
fsr-3897	34	9	investor	investor	NOUN
fsr-3897	34	10	using	use	VERB
fsr-3897	34	11	the	the	DET
fsr-3897	34	12	junior	junior	ADJ
fsr-3897	34	13	-	-	PUNCT
fsr-3897	34	14	level	level	NOUN
fsr-3897	34	15	forecasts	forecast	NOUN
fsr-3897	34	16	and	and	CCONJ
fsr-3897	34	17	the	the	DET
fsr-3897	34	18	expectations	expectation	NOUN
fsr-3897	34	19	of	of	ADP
fsr-3897	34	20	more	more	ADV
fsr-3897	34	21	educated	educate	VERB
fsr-3897	34	22	investors	investor	NOUN
fsr-3897	34	23	using	use	VERB
fsr-3897	34	24	the	the	DET
fsr-3897	34	25	senior	senior	ADJ
fsr-3897	34	26	-	-	PUNCT
fsr-3897	34	27	level	level	NOUN
fsr-3897	34	28	forecasts	forecast	NOUN
fsr-3897	34	29	.	.	PUNCT
fsr-3897	35	1	the	the	DET
fsr-3897	35	2	students	student	NOUN
fsr-3897	35	3	’	’	PART
fsr-3897	35	4	expectations	expectation	NOUN
fsr-3897	35	5	are	be	AUX
fsr-3897	35	6	surveyed	survey	VERB
fsr-3897	35	7	using	use	VERB
fsr-3897	35	8	the	the	DET
fsr-3897	35	9	handout	handout	NOUN
fsr-3897	35	10	shown	show	VERB
fsr-3897	35	11	in	in	ADP
fsr-3897	35	12	fig	fig	NOUN
fsr-3897	35	13	.	.	PUNCT
fsr-3897	36	1	1	1	X
fsr-3897	36	2	.	.	X
fsr-3897	36	3	this	this	DET
fsr-3897	36	4	handout	handout	NOUN
fsr-3897	36	5	asks	ask	VERB
fsr-3897	36	6	the	the	DET
fsr-3897	36	7	students	student	NOUN
fsr-3897	36	8	to	to	PART
fsr-3897	36	9	provide	provide	VERB
fsr-3897	36	10	an	an	DET
fsr-3897	36	11	estimate	estimate	NOUN
fsr-3897	36	12	of	of	ADP
fsr-3897	36	13	the	the	DET
fsr-3897	36	14	djia	djia	PROPN
fsr-3897	36	15	approximately	approximately	ADV
fsr-3897	36	16	three	three	NUM
fsr-3897	36	17	months	month	NOUN
fsr-3897	36	18	ahead	ahead	ADV
fsr-3897	36	19	.	.	PUNCT
fsr-3897	37	1	both	both	CCONJ
fsr-3897	37	2	the	the	DET
fsr-3897	37	3	juniorand	juniorand	NOUN
fsr-3897	37	4	senior	senior	ADJ
fsr-3897	37	5	-	-	PUNCT
fsr-3897	37	6	level	level	NOUN
fsr-3897	37	7	courses	course	NOUN
fsr-3897	37	8	in	in	ADP
fsr-3897	37	9	the	the	DET
fsr-3897	37	10	sample	sample	NOUN
fsr-3897	37	11	are	be	AUX
fsr-3897	37	12	taught	teach	VERB
fsr-3897	37	13	by	by	ADP
fsr-3897	37	14	the	the	DET
fsr-3897	37	15	same	same	ADJ
fsr-3897	37	16	professor	professor	NOUN
fsr-3897	37	17	.	.	PUNCT
fsr-3897	38	1	this	this	PRON
fsr-3897	38	2	ensures	ensure	VERB
fsr-3897	38	3	that	that	SCONJ
fsr-3897	38	4	each	each	DET
fsr-3897	38	5	class	class	NOUN
fsr-3897	38	6	receives	receive	VERB
fsr-3897	38	7	the	the	DET
fsr-3897	38	8	same	same	ADJ
fsr-3897	38	9	data	datum	NOUN
fsr-3897	38	10	on	on	ADP
fsr-3897	38	11	the	the	DET
fsr-3897	38	12	same	same	ADJ
fsr-3897	38	13	day	day	NOUN
fsr-3897	38	14	,	,	PUNCT
fsr-3897	38	15	and	and	CCONJ
fsr-3897	38	16	that	that	SCONJ
fsr-3897	38	17	no	no	DET
fsr-3897	38	18	biases	bias	NOUN
fsr-3897	38	19	are	be	AUX
fsr-3897	38	20	introduced	introduce	VERB
fsr-3897	38	21	.	.	PUNCT
fsr-3897	39	1	to	to	PART
fsr-3897	39	2	provide	provide	VERB
fsr-3897	39	3	the	the	DET
fsr-3897	39	4	students	student	NOUN
fsr-3897	39	5	with	with	ADP
fsr-3897	39	6	incentive	incentive	NOUN
fsr-3897	39	7	to	to	PART
fsr-3897	39	8	participate	participate	VERB
fsr-3897	39	9	and	and	CCONJ
fsr-3897	39	10	to	to	PART
fsr-3897	39	11	give	give	VERB
fsr-3897	39	12	some	some	DET
fsr-3897	39	13	thought	thought	NOUN
fsr-3897	39	14	to	to	ADP
fsr-3897	39	15	the	the	DET
fsr-3897	39	16	survey	survey	NOUN
fsr-3897	39	17	,	,	PUNCT
fsr-3897	39	18	bonus	bonus	NOUN
fsr-3897	39	19	points	point	NOUN
fsr-3897	39	20	are	be	AUX
fsr-3897	39	21	awarded	award	VERB
fsr-3897	39	22	to	to	ADP
fsr-3897	39	23	the	the	DET
fsr-3897	39	24	closest	close	ADJ
fsr-3897	39	25	two	two	NUM
fsr-3897	39	26	estimates	estimate	NOUN
fsr-3897	39	27	,	,	PUNCT
fsr-3897	39	28	or	or	CCONJ
fsr-3897	39	29	anyone	anyone	PRON
fsr-3897	39	30	predicting	predict	VERB
fsr-3897	39	31	the	the	DET
fsr-3897	39	32	closing	closing	NOUN
fsr-3897	39	33	value	value	NOUN
fsr-3897	39	34	within	within	ADP
fsr-3897	39	35	0.05	0.05	NUM
fsr-3897	39	36	%	%	NOUN
fsr-3897	39	37	.	.	PUNCT
fsr-3897	40	1	the	the	DET
fsr-3897	40	2	bonus	bonus	NOUN
fsr-3897	40	3	consists	consist	VERB
fsr-3897	40	4	of	of	ADP
fsr-3897	40	5	5	5	NUM
fsr-3897	40	6	points	point	NOUN
fsr-3897	40	7	added	add	VERB
fsr-3897	40	8	to	to	ADP
fsr-3897	40	9	the	the	DET
fsr-3897	40	10	second	second	ADJ
fsr-3897	40	11	exam	exam	NOUN
fsr-3897	40	12	score	score	NOUN
fsr-3897	40	13	,	,	PUNCT
fsr-3897	40	14	which	which	PRON
fsr-3897	40	15	comprises	comprise	VERB
fsr-3897	40	16	25	25	NUM
fsr-3897	40	17	%	%	NOUN
fsr-3897	40	18	of	of	ADP
fsr-3897	40	19	the	the	DET
fsr-3897	40	20	final	final	ADJ
fsr-3897	40	21	grade	grade	NOUN
fsr-3897	40	22	.	.	PUNCT
fsr-3897	41	1	this	this	DET
fsr-3897	41	2	incentive	incentive	NOUN
fsr-3897	41	3	appears	appear	VERB
fsr-3897	41	4	to	to	PART
fsr-3897	41	5	work	work	VERB
fsr-3897	41	6	,	,	PUNCT
fsr-3897	41	7	with	with	ADP
fsr-3897	41	8	participation	participation	NOUN
fsr-3897	41	9	averaging	average	VERB
fsr-3897	41	10	94	94	NUM
fsr-3897	41	11	%	%	NOUN
fsr-3897	41	12	.	.	PUNCT
fsr-3897	42	1	the	the	DET
fsr-3897	42	2	high	high	ADJ
fsr-3897	42	3	participation	participation	NOUN
fsr-3897	42	4	is	be	AUX
fsr-3897	42	5	no	no	DET
fsr-3897	42	6	surprise	surprise	NOUN
fsr-3897	42	7	since	since	SCONJ
fsr-3897	42	8	this	this	PRON
fsr-3897	42	9	is	be	AUX
fsr-3897	42	10	basically	basically	ADV
fsr-3897	42	11	a	a	DET
fsr-3897	42	12	game	game	NOUN
fsr-3897	42	13	with	with	ADP
fsr-3897	42	14	zero	zero	NUM
fsr-3897	42	15	costs	cost	NOUN
fsr-3897	42	16	(	(	PUNCT
fsr-3897	42	17	no	no	DET
fsr-3897	42	18	justification	justification	NOUN
fsr-3897	42	19	for	for	ADP
fsr-3897	42	20	the	the	DET
fsr-3897	42	21	forecast	forecast	NOUN
fsr-3897	42	22	is	be	AUX
fsr-3897	42	23	required	require	VERB
fsr-3897	42	24	)	)	PUNCT
fsr-3897	42	25	and	and	CCONJ
fsr-3897	42	26	a	a	DET
fsr-3897	42	27	potential	potential	ADJ
fsr-3897	42	28	gain	gain	NOUN
fsr-3897	42	29	.	.	PUNCT
fsr-3897	43	1	one	one	NUM
fsr-3897	43	2	week	week	NOUN
fsr-3897	43	3	prior	prior	ADV
fsr-3897	43	4	to	to	ADP
fsr-3897	43	5	finals	final	NOUN
fsr-3897	43	6	,	,	PUNCT
fsr-3897	43	7	the	the	DET
fsr-3897	43	8	winners	winner	NOUN
fsr-3897	43	9	are	be	AUX
fsr-3897	43	10	announced	announce	VERB
fsr-3897	43	11	so	so	SCONJ
fsr-3897	43	12	that	that	SCONJ
fsr-3897	43	13	students	student	NOUN
fsr-3897	43	14	know	know	VERB
fsr-3897	43	15	their	their	PRON
fsr-3897	43	16	standing	standing	NOUN
fsr-3897	43	17	prior	prior	ADV
fsr-3897	43	18	to	to	ADP
fsr-3897	43	19	sitting	sit	VERB
fsr-3897	43	20	for	for	ADP
fsr-3897	43	21	the	the	DET
fsr-3897	43	22	last	last	ADJ
fsr-3897	43	23	exam	exam	NOUN
fsr-3897	43	24	.	.	PUNCT
fsr-3897	44	1	in	in	ADP
fsr-3897	44	2	addition	addition	NOUN
fsr-3897	44	3	to	to	ADP
fsr-3897	44	4	controlling	control	VERB
fsr-3897	44	5	for	for	ADP
fsr-3897	44	6	the	the	DET
fsr-3897	44	7	student	student	NOUN
fsr-3897	44	8	’s	’s	PART
fsr-3897	44	9	level	level	NOUN
fsr-3897	44	10	of	of	ADP
fsr-3897	44	11	financial	financial	ADJ
fsr-3897	44	12	knowledge	knowledge	NOUN
fsr-3897	44	13	relative	relative	ADJ
fsr-3897	44	14	to	to	ADP
fsr-3897	44	15	investments	investment	NOUN
fsr-3897	44	16	,	,	PUNCT
fsr-3897	44	17	we	we	PRON
fsr-3897	44	18	control	control	VERB
fsr-3897	44	19	for	for	ADP
fsr-3897	44	20	the	the	DET
fsr-3897	44	21	grade	grade	NOUN
fsr-3897	44	22	point	point	NOUN
fsr-3897	44	23	average	average	NOUN
fsr-3897	44	24	(	(	PUNCT
fsr-3897	44	25	gpa	gpa	PROPN
fsr-3897	44	26	)	)	PUNCT
fsr-3897	44	27	at	at	ADP
fsr-3897	44	28	the	the	DET
fsr-3897	44	29	beginning	beginning	NOUN
fsr-3897	44	30	of	of	ADP
fsr-3897	44	31	the	the	DET
fsr-3897	44	32	semester	semester	NOUN
fsr-3897	44	33	,	,	PUNCT
fsr-3897	44	34	the	the	DET
fsr-3897	44	35	grade	grade	NOUN
fsr-3897	44	36	in	in	ADP
fsr-3897	44	37	the	the	DET
fsr-3897	44	38	prerequisite	prerequisite	NOUN
fsr-3897	44	39	class	class	NOUN
fsr-3897	44	40	(	(	PUNCT
fsr-3897	44	41	pg	pg	NOUN
fsr-3897	44	42	)	)	PUNCT
fsr-3897	44	43	,	,	PUNCT
fsr-3897	44	44	and	and	CCONJ
fsr-3897	44	45	the	the	DET
fsr-3897	44	46	gender	gender	NOUN
fsr-3897	44	47	of	of	ADP
fsr-3897	44	48	the	the	DET
fsr-3897	44	49	student	student	NOUN
fsr-3897	44	50	.	.	PUNCT
fsr-3897	45	1	this	this	PRON
fsr-3897	45	2	allows	allow	VERB
fsr-3897	45	3	us	we	PRON
fsr-3897	45	4	to	to	PART
fsr-3897	45	5	observe	observe	VERB
fsr-3897	45	6	the	the	DET
fsr-3897	45	7	affect	affect	NOUN
fsr-3897	45	8	these	these	DET
fsr-3897	45	9	variables	variable	NOUN
fsr-3897	45	10	may	may	AUX
fsr-3897	45	11	have	have	VERB
fsr-3897	45	12	on	on	ADP
fsr-3897	45	13	the	the	DET
fsr-3897	45	14	student	student	NOUN
fsr-3897	45	15	expectations	expectation	NOUN
fsr-3897	45	16	.	.	PUNCT
fsr-3897	46	1	the	the	DET
fsr-3897	46	2	two	two	NUM
fsr-3897	46	3	samples	sample	NOUN
fsr-3897	46	4	,	,	PUNCT
fsr-3897	46	5	consisting	consist	VERB
fsr-3897	46	6	of	of	ADP
fsr-3897	46	7	140	140	NUM
fsr-3897	46	8	junior	junior	ADJ
fsr-3897	46	9	-	-	PUNCT
fsr-3897	46	10	level	level	NOUN
fsr-3897	46	11	and	and	CCONJ
fsr-3897	46	12	122	122	NUM
fsr-3897	46	13	senior	senior	ADJ
fsr-3897	46	14	-	-	PUNCT
fsr-3897	46	15	level	level	NOUN
fsr-3897	46	16	investments	investment	NOUN
fsr-3897	46	17	students	student	NOUN
fsr-3897	46	18	,	,	PUNCT
fsr-3897	46	19	are	be	AUX
fsr-3897	46	20	very	very	ADV
fsr-3897	46	21	similar	similar	ADJ
fsr-3897	46	22	.	.	PUNCT
fsr-3897	47	1	254	254	NUM
fsr-3897	47	2	j.c	j.c	PROPN
fsr-3897	47	3	.	.	PROPN
fsr-3897	47	4	alexander	alexander	PROPN
fsr-3897	47	5	,	,	PUNCT
fsr-3897	47	6	r.b	r.b	PROPN
fsr-3897	47	7	.	.	PROPN
fsr-3897	47	8	mcelreath	mcelreath	PROPN
fsr-3897	47	9	/	/	SYM
fsr-3897	47	10	financial	financial	ADJ
fsr-3897	47	11	services	service	NOUN
fsr-3897	47	12	review	review	VERB
fsr-3897	47	13	8	8	NUM
fsr-3897	47	14	(	(	PUNCT
fsr-3897	47	15	1999	1999	NUM
fsr-3897	47	16	)	)	PUNCT
fsr-3897	47	17	253–260	253–260	NUM
fsr-3897	47	18	both	both	CCONJ
fsr-3897	48	1	the	the	DET
fsr-3897	48	2	juniorand	juniorand	NOUN
fsr-3897	48	3	senior	senior	ADJ
fsr-3897	48	4	-	-	PUNCT
fsr-3897	48	5	level	level	NOUN
fsr-3897	48	6	samples	sample	NOUN
fsr-3897	48	7	have	have	VERB
fsr-3897	48	8	an	an	DET
fsr-3897	48	9	average	average	ADJ
fsr-3897	48	10	gpa	gpa	NOUN
fsr-3897	48	11	of	of	ADP
fsr-3897	48	12	2.75	2.75	NUM
fsr-3897	48	13	.	.	PUNCT
fsr-3897	49	1	the	the	DET
fsr-3897	49	2	percentage	percentage	NOUN
fsr-3897	49	3	of	of	ADP
fsr-3897	49	4	juniors	junior	NOUN
fsr-3897	49	5	with	with	ADP
fsr-3897	49	6	a	a	DET
fsr-3897	49	7	prerequisite	prerequisite	NOUN
fsr-3897	49	8	grade	grade	NOUN
fsr-3897	49	9	of	of	ADP
fsr-3897	49	10	greater	great	ADJ
fsr-3897	49	11	than	than	ADP
fsr-3897	49	12	or	or	CCONJ
fsr-3897	49	13	equal	equal	ADJ
fsr-3897	49	14	to	to	ADP
fsr-3897	49	15	b	b	PROPN
fsr-3897	49	16	is	be	AUX
fsr-3897	49	17	52	52	NUM
fsr-3897	49	18	%	%	NOUN
fsr-3897	49	19	,	,	PUNCT
fsr-3897	49	20	whereas	whereas	SCONJ
fsr-3897	49	21	the	the	DET
fsr-3897	49	22	percentage	percentage	NOUN
fsr-3897	49	23	for	for	ADP
fsr-3897	49	24	seniors	senior	NOUN
fsr-3897	49	25	is	be	AUX
fsr-3897	49	26	61	61	NUM
fsr-3897	49	27	%	%	NOUN
fsr-3897	49	28	.	.	PUNCT
fsr-3897	50	1	we	we	PRON
fsr-3897	50	2	fail	fail	VERB
fsr-3897	50	3	to	to	PART
fsr-3897	50	4	reject	reject	VERB
fsr-3897	50	5	the	the	DET
fsr-3897	50	6	null	null	NOUN
fsr-3897	50	7	of	of	ADP
fsr-3897	50	8	no	no	DET
fsr-3897	50	9	difference	difference	NOUN
fsr-3897	50	10	in	in	ADP
fsr-3897	50	11	the	the	DET
fsr-3897	50	12	juniorand	juniorand	NOUN
fsr-3897	50	13	senior	senior	ADJ
fsr-3897	50	14	-	-	PUNCT
fsr-3897	50	15	level	level	NOUN
fsr-3897	50	16	classes	class	NOUN
fsr-3897	50	17	for	for	ADP
fsr-3897	50	18	both	both	PRON
fsr-3897	50	19	gpa	gpa	PROPN
fsr-3897	50	20	and	and	CCONJ
fsr-3897	50	21	prerequisite	prerequisite	PROPN
fsr-3897	50	22	grade	grade	NOUN
fsr-3897	50	23	.	.	PUNCT
fsr-3897	51	1	fig	fig	NOUN
fsr-3897	51	2	.	.	PUNCT
fsr-3897	52	1	1	1	X
fsr-3897	52	2	.	.	X
fsr-3897	52	3	a	a	DET
fsr-3897	52	4	sample	sample	NOUN
fsr-3897	52	5	of	of	ADP
fsr-3897	52	6	the	the	DET
fsr-3897	52	7	questionaire	questionaire	NOUN
fsr-3897	52	8	distributed	distribute	VERB
fsr-3897	52	9	to	to	ADP
fsr-3897	52	10	junior	junior	ADJ
fsr-3897	52	11	and	and	CCONJ
fsr-3897	52	12	senior	senior	ADJ
fsr-3897	52	13	level	level	NOUN
fsr-3897	52	14	investment	investment	NOUN
fsr-3897	52	15	students	student	NOUN
fsr-3897	52	16	at	at	ADP
fsr-3897	52	17	the	the	DET
fsr-3897	52	18	start	start	NOUN
fsr-3897	52	19	of	of	ADP
fsr-3897	52	20	the	the	DET
fsr-3897	52	21	semester	semester	NOUN
fsr-3897	52	22	.	.	PUNCT
fsr-3897	53	1	255j.c	255j.c	NOUN
fsr-3897	53	2	.	.	PUNCT
fsr-3897	54	1	alexander	alexander	PROPN
fsr-3897	54	2	,	,	PUNCT
fsr-3897	54	3	r.b	r.b	PROPN
fsr-3897	54	4	.	.	PROPN
fsr-3897	54	5	mcelreath	mcelreath	PROPN
fsr-3897	54	6	/	/	SYM
fsr-3897	54	7	financial	financial	ADJ
fsr-3897	54	8	services	service	NOUN
fsr-3897	54	9	review	review	VERB
fsr-3897	54	10	8	8	NUM
fsr-3897	54	11	(	(	PUNCT
fsr-3897	54	12	1999	1999	NUM
fsr-3897	54	13	)	)	PUNCT
fsr-3897	55	1	253–260	253–260	NUM
fsr-3897	55	2	3	3	NUM
fsr-3897	55	3	.	.	PUNCT
fsr-3897	55	4	methodology	methodology	NOUN
fsr-3897	55	5	random	random	ADJ
fsr-3897	55	6	walk	walk	NOUN
fsr-3897	55	7	forecasts	forecast	NOUN
fsr-3897	55	8	are	be	AUX
fsr-3897	55	9	proxied	proxie	VERB
fsr-3897	55	10	by	by	ADP
fsr-3897	55	11	the	the	DET
fsr-3897	55	12	level	level	NOUN
fsr-3897	55	13	of	of	ADP
fsr-3897	55	14	the	the	DET
fsr-3897	55	15	djia	djia	PROPN
fsr-3897	55	16	published	publish	VERB
fsr-3897	55	17	in	in	ADP
fsr-3897	55	18	thewall	thewall	PROPN
fsr-3897	55	19	street	street	PROPN
fsr-3897	55	20	journal	journal	PROPN
fsr-3897	55	21	on	on	ADP
fsr-3897	55	22	the	the	DET
fsr-3897	55	23	due	due	ADJ
fsr-3897	55	24	date	date	NOUN
fsr-3897	55	25	of	of	ADP
fsr-3897	55	26	the	the	DET
fsr-3897	55	27	student	student	NOUN
fsr-3897	55	28	forecasts	forecast	NOUN
fsr-3897	55	29	.	.	PUNCT
fsr-3897	56	1	the	the	DET
fsr-3897	56	2	relative	relative	ADJ
fsr-3897	56	3	predictive	predictive	ADJ
fsr-3897	56	4	ability	ability	NOUN
fsr-3897	56	5	of	of	ADP
fsr-3897	56	6	the	the	DET
fsr-3897	56	7	forecasts	forecast	NOUN
fsr-3897	56	8	is	be	AUX
fsr-3897	56	9	determined	determine	VERB
fsr-3897	56	10	using	use	VERB
fsr-3897	56	11	two	two	NUM
fsr-3897	56	12	error	error	NOUN
fsr-3897	56	13	metrics	metric	NOUN
fsr-3897	56	14	.	.	PUNCT
fsr-3897	57	1	the	the	DET
fsr-3897	57	2	mean	mean	ADJ
fsr-3897	57	3	prediction	prediction	NOUN
fsr-3897	57	4	error	error	NOUN
fsr-3897	57	5	(	(	PUNCT
fsr-3897	57	6	mpe	mpe	X
fsr-3897	57	7	)	)	PUNCT
fsr-3897	57	8	is	be	AUX
fsr-3897	57	9	defined	define	VERB
fsr-3897	57	10	as	as	SCONJ
fsr-3897	57	11	follows	follow	VERB
fsr-3897	57	12	:	:	PUNCT
fsr-3897	57	13	mpe5	mpe5	NOUN
fsr-3897	57	14	1	1	NUM
fsr-3897	57	15	/	/	SYM
fsr-3897	57	16	n	n	NUM
fsr-3897	57	17	o	o	NOUN
fsr-3897	57	18	n51	n51	NOUN
fsr-3897	57	19	n	n	CCONJ
fsr-3897	57	20	~at	~at	SYM
fsr-3897	57	21	2	2	NUM
fsr-3897	57	22	fn	fn	NOUN
fsr-3897	57	23	,	,	PUNCT
fsr-3897	57	24	t!/at	t!/at	NOUN
fsr-3897	57	25	(	(	PUNCT
fsr-3897	57	26	1	1	NUM
fsr-3897	57	27	)	)	PUNCT
fsr-3897	57	28	where	where	SCONJ
fsr-3897	57	29	:	:	PUNCT
fsr-3897	57	30	n	n	PRON
fsr-3897	57	31	is	be	AUX
fsr-3897	57	32	the	the	DET
fsr-3897	57	33	number	number	NOUN
fsr-3897	57	34	of	of	ADP
fsr-3897	57	35	observations	observation	NOUN
fsr-3897	57	36	or	or	CCONJ
fsr-3897	57	37	forecasts	forecast	NOUN
fsr-3897	57	38	;	;	PUNCT
fsr-3897	57	39	at	at	SCONJ
fsr-3897	57	40	is	be	AUX
fsr-3897	57	41	the	the	DET
fsr-3897	57	42	actual	actual	ADJ
fsr-3897	57	43	level	level	NOUN
fsr-3897	57	44	of	of	ADP
fsr-3897	57	45	the	the	DET
fsr-3897	57	46	djia	djia	PROPN
fsr-3897	57	47	for	for	ADP
fsr-3897	57	48	period	period	NOUN
fsr-3897	57	49	t	t	NOUN
fsr-3897	57	50	;	;	PUNCT
fsr-3897	57	51	and	and	CCONJ
fsr-3897	57	52	fn	fn	NOUN
fsr-3897	57	53	,	,	PUNCT
fsr-3897	57	54	t	t	PROPN
fsr-3897	57	55	is	be	AUX
fsr-3897	57	56	the	the	DET
fsr-3897	57	57	forecasted	forecast	VERB
fsr-3897	57	58	level	level	NOUN
fsr-3897	57	59	of	of	ADP
fsr-3897	57	60	the	the	DET
fsr-3897	57	61	djia	djia	PROPN
fsr-3897	57	62	by	by	ADP
fsr-3897	57	63	student	student	NOUN
fsr-3897	57	64	n	n	PROPN
fsr-3897	57	65	for	for	ADP
fsr-3897	57	66	period	period	NOUN
fsr-3897	57	67	t.	t.	NOUN
fsr-3897	57	68	deflating	deflate	VERB
fsr-3897	57	69	the	the	DET
fsr-3897	57	70	forecast	forecast	NOUN
fsr-3897	57	71	error	error	NOUN
fsr-3897	57	72	by	by	ADP
fsr-3897	57	73	the	the	DET
fsr-3897	57	74	actual	actual	ADJ
fsr-3897	57	75	helps	help	VERB
fsr-3897	57	76	control	control	VERB
fsr-3897	57	77	for	for	ADP
fsr-3897	57	78	differences	difference	NOUN
fsr-3897	57	79	in	in	ADP
fsr-3897	57	80	the	the	DET
fsr-3897	57	81	market	market	NOUN
fsr-3897	57	82	level	level	NOUN
fsr-3897	57	83	over	over	ADP
fsr-3897	57	84	time	time	NOUN
fsr-3897	57	85	.	.	PUNCT
fsr-3897	58	1	the	the	DET
fsr-3897	58	2	second	second	ADJ
fsr-3897	58	3	error	error	NOUN
fsr-3897	58	4	metric	metric	NOUN
fsr-3897	58	5	used	use	VERB
fsr-3897	58	6	in	in	ADP
fsr-3897	58	7	the	the	DET
fsr-3897	58	8	analyses	analysis	NOUN
fsr-3897	58	9	is	be	AUX
fsr-3897	58	10	the	the	DET
fsr-3897	58	11	mean	mean	NOUN
fsr-3897	58	12	of	of	ADP
fsr-3897	58	13	the	the	DET
fsr-3897	58	14	absolute	absolute	ADJ
fsr-3897	58	15	values	value	NOUN
fsr-3897	58	16	of	of	ADP
fsr-3897	58	17	the	the	DET
fsr-3897	58	18	prediction	prediction	NOUN
fsr-3897	58	19	errors	error	NOUN
fsr-3897	58	20	(	(	PUNCT
fsr-3897	58	21	mape	mape	NOUN
fsr-3897	58	22	)	)	PUNCT
fsr-3897	58	23	.	.	PUNCT
fsr-3897	59	1	while	while	SCONJ
fsr-3897	59	2	the	the	DET
fsr-3897	59	3	mpe	mpe	PROPN
fsr-3897	59	4	metric	metric	NOUN
fsr-3897	59	5	provides	provide	VERB
fsr-3897	59	6	an	an	DET
fsr-3897	59	7	indication	indication	NOUN
fsr-3897	59	8	of	of	ADP
fsr-3897	59	9	any	any	DET
fsr-3897	59	10	bias	bias	NOUN
fsr-3897	59	11	in	in	ADP
fsr-3897	59	12	expectations	expectation	NOUN
fsr-3897	59	13	,	,	PUNCT
fsr-3897	59	14	forecast	forecast	VERB
fsr-3897	59	15	errors	error	NOUN
fsr-3897	59	16	of	of	ADP
fsr-3897	59	17	differing	differ	VERB
fsr-3897	59	18	sign	sign	NOUN
fsr-3897	59	19	may	may	AUX
fsr-3897	59	20	cancel	cancel	VERB
fsr-3897	59	21	out	out	ADP
fsr-3897	59	22	each	each	DET
fsr-3897	59	23	other	other	ADJ
fsr-3897	59	24	cross	cross	NOUN
fsr-3897	59	25	-	-	ADJ
fsr-3897	59	26	sectionally	sectionally	ADV
fsr-3897	59	27	;	;	PUNCT
fsr-3897	59	28	thus	thus	ADV
fsr-3897	59	29	,	,	PUNCT
fsr-3897	59	30	the	the	DET
fsr-3897	59	31	mape	mape	NOUN
fsr-3897	59	32	metric	metric	NOUN
fsr-3897	59	33	is	be	AUX
fsr-3897	59	34	a	a	DET
fsr-3897	59	35	better	well	ADJ
fsr-3897	59	36	measure	measure	NOUN
fsr-3897	59	37	of	of	ADP
fsr-3897	59	38	accuracy	accuracy	NOUN
fsr-3897	59	39	.	.	PUNCT
fsr-3897	60	1	the	the	DET
fsr-3897	60	2	normality	normality	NOUN
fsr-3897	60	3	of	of	ADP
fsr-3897	60	4	the	the	DET
fsr-3897	60	5	forecast	forecast	NOUN
fsr-3897	60	6	errors	error	NOUN
fsr-3897	60	7	is	be	AUX
fsr-3897	60	8	tested	test	VERB
fsr-3897	60	9	using	use	VERB
fsr-3897	60	10	a	a	DET
fsr-3897	60	11	kolmogorov	kolmogorov	ADJ
fsr-3897	60	12	d	d	NOUN
fsr-3897	60	13	-	-	NOUN
fsr-3897	60	14	statistic	statistic	NOUN
fsr-3897	60	15	.	.	PUNCT
fsr-3897	61	1	we	we	PRON
fsr-3897	61	2	reject	reject	VERB
fsr-3897	61	3	the	the	DET
fsr-3897	61	4	null	null	NOUN
fsr-3897	61	5	that	that	SCONJ
fsr-3897	61	6	the	the	DET
fsr-3897	61	7	forecast	forecast	NOUN
fsr-3897	61	8	errors	error	NOUN
fsr-3897	61	9	are	be	AUX
fsr-3897	61	10	distributed	distribute	VERB
fsr-3897	61	11	normally	normally	ADV
fsr-3897	61	12	.	.	PUNCT
fsr-3897	62	1	differences	difference	NOUN
fsr-3897	62	2	in	in	ADP
fsr-3897	62	3	forecast	forecast	NOUN
fsr-3897	62	4	accuracy	accuracy	NOUN
fsr-3897	62	5	across	across	ADP
fsr-3897	62	6	selected	select	VERB
fsr-3897	62	7	groups	group	NOUN
fsr-3897	62	8	of	of	ADP
fsr-3897	62	9	students	student	NOUN
fsr-3897	62	10	is	be	AUX
fsr-3897	62	11	determined	determine	VERB
fsr-3897	62	12	using	use	VERB
fsr-3897	62	13	a	a	DET
fsr-3897	62	14	nonparametric	nonparametric	NOUN
fsr-3897	62	15	wilcoxon	wilcoxon	VERB
fsr-3897	62	16	rank	rank	PROPN
fsr-3897	62	17	sum	sum	NOUN
fsr-3897	62	18	analysis	analysis	NOUN
fsr-3897	62	19	.	.	PUNCT
fsr-3897	63	1	in	in	ADP
fsr-3897	63	2	addition	addition	NOUN
fsr-3897	63	3	to	to	ADP
fsr-3897	63	4	the	the	DET
fsr-3897	63	5	accuracy	accuracy	NOUN
fsr-3897	63	6	of	of	ADP
fsr-3897	63	7	the	the	DET
fsr-3897	63	8	forecasts	forecast	NOUN
fsr-3897	63	9	,	,	PUNCT
fsr-3897	63	10	we	we	PRON
fsr-3897	63	11	also	also	ADV
fsr-3897	63	12	check	check	VERB
fsr-3897	63	13	for	for	ADP
fsr-3897	63	14	any	any	DET
fsr-3897	63	15	bias	bias	NOUN
fsr-3897	63	16	that	that	SCONJ
fsr-3897	63	17	the	the	DET
fsr-3897	63	18	students	student	NOUN
fsr-3897	63	19	may	may	AUX
fsr-3897	63	20	have	have	VERB
fsr-3897	63	21	in	in	ADP
fsr-3897	63	22	their	their	PRON
fsr-3897	63	23	market	market	NOUN
fsr-3897	63	24	expectations	expectation	NOUN
fsr-3897	63	25	.	.	PUNCT
fsr-3897	64	1	if	if	SCONJ
fsr-3897	64	2	students	student	NOUN
fsr-3897	64	3	are	be	AUX
fsr-3897	64	4	optimistic	optimistic	ADJ
fsr-3897	64	5	in	in	ADP
fsr-3897	64	6	their	their	PRON
fsr-3897	64	7	forecasts	forecast	NOUN
fsr-3897	64	8	,	,	PUNCT
fsr-3897	64	9	we	we	PRON
fsr-3897	64	10	would	would	AUX
fsr-3897	64	11	expect	expect	VERB
fsr-3897	64	12	the	the	DET
fsr-3897	64	13	mpe	mpe	NOUN
fsr-3897	64	14	to	to	PART
fsr-3897	64	15	be	be	AUX
fsr-3897	64	16	negative	negative	ADJ
fsr-3897	64	17	.	.	PUNCT
fsr-3897	65	1	alternatively	alternatively	ADV
fsr-3897	65	2	,	,	PUNCT
fsr-3897	65	3	if	if	SCONJ
fsr-3897	65	4	they	they	PRON
fsr-3897	65	5	are	be	AUX
fsr-3897	65	6	pessimistic	pessimistic	ADJ
fsr-3897	65	7	,	,	PUNCT
fsr-3897	65	8	we	we	PRON
fsr-3897	65	9	would	would	AUX
fsr-3897	65	10	expect	expect	VERB
fsr-3897	65	11	the	the	DET
fsr-3897	65	12	mpe	mpe	NOUN
fsr-3897	65	13	to	to	PART
fsr-3897	65	14	be	be	AUX
fsr-3897	65	15	positive	positive	ADJ
fsr-3897	65	16	.	.	PUNCT
fsr-3897	66	1	the	the	DET
fsr-3897	66	2	proportion	proportion	NOUN
fsr-3897	66	3	of	of	ADP
fsr-3897	66	4	students	student	NOUN
fsr-3897	66	5	with	with	ADP
fsr-3897	66	6	a	a	DET
fsr-3897	66	7	forecast	forecast	NOUN
fsr-3897	66	8	less	less	ADJ
fsr-3897	66	9	than	than	SCONJ
fsr-3897	66	10	the	the	DET
fsr-3897	66	11	actual	actual	ADJ
fsr-3897	66	12	is	be	AUX
fsr-3897	66	13	also	also	ADV
fsr-3897	66	14	examined	examine	VERB
fsr-3897	66	15	.	.	PUNCT
fsr-3897	67	1	more	more	ADV
fsr-3897	67	2	rigorous	rigorous	ADJ
fsr-3897	67	3	tests	test	NOUN
fsr-3897	67	4	for	for	ADP
fsr-3897	67	5	unbiasedness	unbiasedness	ADJ
fsr-3897	67	6	use	use	NOUN
fsr-3897	67	7	the	the	DET
fsr-3897	67	8	following	follow	VERB
fsr-3897	67	9	regression	regression	NOUN
fsr-3897	67	10	equation	equation	NOUN
fsr-3897	67	11	.	.	PUNCT
fsr-3897	68	1	at	at	ADP
fsr-3897	68	2	5	5	NUM
fsr-3897	68	3	ßft	ßft	NOUN
fsr-3897	68	4	1	1	NUM
fsr-3897	68	5	ut	ut	PROPN
fsr-3897	68	6	(	(	PUNCT
fsr-3897	68	7	2	2	NUM
fsr-3897	68	8	)	)	PUNCT
fsr-3897	68	9	the	the	DET
fsr-3897	68	10	intercept	intercept	NOUN
fsr-3897	68	11	of	of	ADP
fsr-3897	68	12	the	the	DET
fsr-3897	68	13	equation	equation	NOUN
fsr-3897	68	14	is	be	AUX
fsr-3897	68	15	constrained	constrain	VERB
fsr-3897	68	16	to	to	PART
fsr-3897	68	17	equal	equal	ADJ
fsr-3897	68	18	zero	zero	NUM
fsr-3897	68	19	.	.	PUNCT
fsr-3897	69	1	if	if	SCONJ
fsr-3897	69	2	the	the	DET
fsr-3897	69	3	forecast	forecast	NOUN
fsr-3897	69	4	(	(	PUNCT
fsr-3897	69	5	ft	ft	NOUN
fsr-3897	69	6	)	)	PUNCT
fsr-3897	69	7	is	be	AUX
fsr-3897	69	8	an	an	DET
fsr-3897	69	9	unbiased	unbiased	ADJ
fsr-3897	69	10	prediction	prediction	NOUN
fsr-3897	69	11	of	of	ADP
fsr-3897	69	12	the	the	DET
fsr-3897	69	13	actual	actual	ADJ
fsr-3897	69	14	(	(	PUNCT
fsr-3897	69	15	at	at	ADP
fsr-3897	69	16	)	)	PUNCT
fsr-3897	69	17	,	,	PUNCT
fsr-3897	69	18	then	then	ADV
fsr-3897	69	19	the	the	DET
fsr-3897	69	20	estimate	estimate	NOUN
fsr-3897	69	21	of	of	ADP
fsr-3897	69	22	ß	ß	PRON
fsr-3897	69	23	should	should	AUX
fsr-3897	69	24	not	not	PART
fsr-3897	69	25	differ	differ	VERB
fsr-3897	69	26	significantly	significantly	ADV
fsr-3897	69	27	from	from	ADP
fsr-3897	69	28	one	one	NUM
fsr-3897	69	29	.	.	PUNCT
fsr-3897	70	1	if	if	SCONJ
fsr-3897	70	2	students	student	NOUN
fsr-3897	70	3	are	be	AUX
fsr-3897	70	4	optimistic	optimistic	ADJ
fsr-3897	70	5	(	(	PUNCT
fsr-3897	70	6	i.e.	i.e.	X
fsr-3897	70	7	,	,	PUNCT
fsr-3897	70	8	expectations	expectation	NOUN
fsr-3897	70	9	are	be	AUX
fsr-3897	70	10	biased	bias	VERB
fsr-3897	70	11	upward	upward	ADV
fsr-3897	70	12	)	)	PUNCT
fsr-3897	70	13	,	,	PUNCT
fsr-3897	70	14	ß	ß	PRON
fsr-3897	70	15	is	be	AUX
fsr-3897	70	16	less	less	ADJ
fsr-3897	70	17	than	than	ADP
fsr-3897	70	18	one	one	NUM
fsr-3897	70	19	.	.	PUNCT
fsr-3897	71	1	in	in	ADP
fsr-3897	71	2	contrast	contrast	NOUN
fsr-3897	71	3	,	,	PUNCT
fsr-3897	71	4	if	if	SCONJ
fsr-3897	71	5	students	student	NOUN
fsr-3897	71	6	are	be	AUX
fsr-3897	71	7	pessimistic	pessimistic	ADJ
fsr-3897	71	8	,	,	PUNCT
fsr-3897	71	9	ß	ß	PRON
fsr-3897	71	10	is	be	AUX
fsr-3897	71	11	greater	great	ADJ
fsr-3897	71	12	than	than	ADP
fsr-3897	71	13	one	one	NUM
fsr-3897	71	14	.	.	PUNCT
fsr-3897	72	1	an	an	DET
fsr-3897	72	2	f	f	X
fsr-3897	72	3	-	-	PUNCT
fsr-3897	72	4	test	test	NOUN
fsr-3897	72	5	determines	determine	NOUN
fsr-3897	72	6	whether	whether	SCONJ
fsr-3897	72	7	ß	ß	PRON
fsr-3897	72	8	is	be	AUX
fsr-3897	72	9	significantly	significantly	ADV
fsr-3897	72	10	different	different	ADJ
fsr-3897	72	11	than	than	ADP
fsr-3897	72	12	one	one	NUM
fsr-3897	72	13	.	.	PUNCT
fsr-3897	73	1	4	4	X
fsr-3897	73	2	.	.	NOUN
fsr-3897	73	3	results	result	NOUN
fsr-3897	73	4	table	table	NOUN
fsr-3897	73	5	1	1	NUM
fsr-3897	73	6	summarizes	summarize	NOUN
fsr-3897	73	7	the	the	DET
fsr-3897	73	8	accuracy	accuracy	NOUN
fsr-3897	73	9	of	of	ADP
fsr-3897	73	10	the	the	DET
fsr-3897	73	11	student	student	NOUN
fsr-3897	73	12	forecasts	forecast	NOUN
fsr-3897	73	13	compared	compare	VERB
fsr-3897	73	14	with	with	ADP
fsr-3897	73	15	a	a	DET
fsr-3897	73	16	random	random	ADJ
fsr-3897	73	17	walk	walk	NOUN
fsr-3897	73	18	for	for	ADP
fsr-3897	73	19	the	the	DET
fsr-3897	73	20	entire	entire	ADJ
fsr-3897	73	21	sample	sample	NOUN
fsr-3897	73	22	period	period	NOUN
fsr-3897	73	23	and	and	CCONJ
fsr-3897	73	24	by	by	ADP
fsr-3897	73	25	semester	semester	NOUN
fsr-3897	73	26	.	.	PUNCT
fsr-3897	74	1	for	for	ADP
fsr-3897	74	2	the	the	DET
fsr-3897	74	3	entire	entire	ADJ
fsr-3897	74	4	sample	sample	NOUN
fsr-3897	74	5	period	period	NOUN
fsr-3897	74	6	,	,	PUNCT
fsr-3897	74	7	the	the	DET
fsr-3897	74	8	random	random	ADJ
fsr-3897	74	9	walk	walk	NOUN
fsr-3897	74	10	forecasts	forecast	NOUN
fsr-3897	74	11	are	be	AUX
fsr-3897	74	12	more	more	ADV
fsr-3897	74	13	accurate	accurate	ADJ
fsr-3897	74	14	than	than	ADP
fsr-3897	74	15	the	the	DET
fsr-3897	74	16	student	student	NOUN
fsr-3897	74	17	forecasts	forecast	NOUN
fsr-3897	74	18	(	(	PUNCT
fsr-3897	74	19	mape	mape	NOUN
fsr-3897	74	20	equals	equal	VERB
fsr-3897	74	21	2.16	2.16	NUM
fsr-3897	74	22	%	%	NOUN
fsr-3897	74	23	and	and	CCONJ
fsr-3897	74	24	3.29	3.29	NUM
fsr-3897	74	25	%	%	NOUN
fsr-3897	74	26	,	,	PUNCT
fsr-3897	74	27	respectively	respectively	ADV
fsr-3897	74	28	)	)	PUNCT
fsr-3897	74	29	.	.	PUNCT
fsr-3897	75	1	the	the	DET
fsr-3897	75	2	students	student	NOUN
fsr-3897	75	3	outperform	outperform	VERB
fsr-3897	75	4	the	the	DET
fsr-3897	75	5	random	random	ADJ
fsr-3897	75	6	walk	walk	NOUN
fsr-3897	75	7	model	model	NOUN
fsr-3897	75	8	in	in	ADP
fsr-3897	75	9	only	only	ADV
fsr-3897	75	10	one	one	NUM
fsr-3897	75	11	out	out	ADP
fsr-3897	75	12	of	of	ADP
fsr-3897	75	13	four	four	NUM
fsr-3897	75	14	semesters	semester	NOUN
fsr-3897	75	15	(	(	PUNCT
fsr-3897	75	16	spring	spring	NOUN
fsr-3897	75	17	93	93	NUM
fsr-3897	75	18	)	)	PUNCT
fsr-3897	75	19	.	.	PUNCT
fsr-3897	76	1	to	to	PART
fsr-3897	76	2	get	get	VERB
fsr-3897	76	3	a	a	DET
fsr-3897	76	4	better	well	ADJ
fsr-3897	76	5	understanding	understanding	NOUN
fsr-3897	76	6	of	of	ADP
fsr-3897	76	7	forecast	forecast	NOUN
fsr-3897	76	8	accuracy	accuracy	NOUN
fsr-3897	76	9	it	it	PRON
fsr-3897	76	10	is	be	AUX
fsr-3897	76	11	helpful	helpful	ADJ
fsr-3897	76	12	to	to	PART
fsr-3897	76	13	look	look	VERB
fsr-3897	76	14	256	256	NUM
fsr-3897	76	15	j.c	j.c	PROPN
fsr-3897	76	16	.	.	PROPN
fsr-3897	76	17	alexander	alexander	PROPN
fsr-3897	76	18	,	,	PUNCT
fsr-3897	76	19	r.b	r.b	PROPN
fsr-3897	76	20	.	.	PROPN
fsr-3897	76	21	mcelreath	mcelreath	PROPN
fsr-3897	76	22	/	/	SYM
fsr-3897	76	23	financial	financial	ADJ
fsr-3897	76	24	services	service	NOUN
fsr-3897	76	25	review	review	VERB
fsr-3897	76	26	8	8	NUM
fsr-3897	76	27	(	(	PUNCT
fsr-3897	76	28	1999	1999	NUM
fsr-3897	76	29	)	)	PUNCT
fsr-3897	76	30	253–260	253–260	NUM
fsr-3897	76	31	at	at	ADP
fsr-3897	76	32	what	what	PRON
fsr-3897	76	33	the	the	DET
fsr-3897	76	34	djia	djia	PROPN
fsr-3897	76	35	was	be	AUX
fsr-3897	76	36	doing	do	VERB
fsr-3897	76	37	during	during	ADP
fsr-3897	76	38	the	the	DET
fsr-3897	76	39	forecast	forecast	NOUN
fsr-3897	76	40	period	period	NOUN
fsr-3897	76	41	and	and	CCONJ
fsr-3897	76	42	before	before	ADV
fsr-3897	76	43	.	.	PUNCT
fsr-3897	77	1	analyzing	analyze	VERB
fsr-3897	77	2	the	the	DET
fsr-3897	77	3	change	change	NOUN
fsr-3897	77	4	in	in	ADP
fsr-3897	77	5	the	the	DET
fsr-3897	77	6	djia	djia	NOUN
fsr-3897	77	7	during	during	ADP
fsr-3897	77	8	the	the	DET
fsr-3897	77	9	forecast	forecast	NOUN
fsr-3897	77	10	period	period	NOUN
fsr-3897	77	11	,	,	PUNCT
fsr-3897	77	12	the	the	DET
fsr-3897	77	13	largest	large	ADJ
fsr-3897	77	14	move	move	NOUN
fsr-3897	77	15	up	up	ADP
fsr-3897	77	16	in	in	ADP
fsr-3897	77	17	the	the	DET
fsr-3897	77	18	djia	djia	PROPN
fsr-3897	77	19	was	be	AUX
fsr-3897	77	20	4.60	4.60	NUM
fsr-3897	77	21	%	%	NOUN
fsr-3897	77	22	,	,	PUNCT
fsr-3897	77	23	and	and	CCONJ
fsr-3897	77	24	the	the	DET
fsr-3897	77	25	largest	large	ADJ
fsr-3897	77	26	move	move	NOUN
fsr-3897	77	27	down	down	ADP
fsr-3897	77	28	was22.58	was22.58	PROPN
fsr-3897	77	29	%	%	NOUN
fsr-3897	77	30	.	.	PUNCT
fsr-3897	78	1	examining	examine	VERB
fsr-3897	78	2	the	the	DET
fsr-3897	78	3	change	change	NOUN
fsr-3897	78	4	in	in	ADP
fsr-3897	78	5	the	the	DET
fsr-3897	78	6	djia	djia	PROPN
fsr-3897	78	7	for	for	ADP
fsr-3897	78	8	the	the	DET
fsr-3897	78	9	period	period	NOUN
fsr-3897	78	10	three	three	NUM
fsr-3897	78	11	months	month	NOUN
fsr-3897	78	12	prior	prior	ADV
fsr-3897	78	13	to	to	ADP
fsr-3897	78	14	the	the	DET
fsr-3897	78	15	forecast	forecast	NOUN
fsr-3897	78	16	due	due	ADJ
fsr-3897	78	17	date	date	NOUN
fsr-3897	78	18	,	,	PUNCT
fsr-3897	78	19	the	the	DET
fsr-3897	78	20	largest	large	ADJ
fsr-3897	78	21	move	move	NOUN
fsr-3897	78	22	up	up	ADP
fsr-3897	78	23	was	be	AUX
fsr-3897	78	24	2.64	2.64	NUM
fsr-3897	78	25	%	%	NOUN
fsr-3897	78	26	,	,	PUNCT
fsr-3897	78	27	and	and	CCONJ
fsr-3897	78	28	the	the	DET
fsr-3897	78	29	largest	large	ADJ
fsr-3897	78	30	move	move	NOUN
fsr-3897	78	31	down	down	ADP
fsr-3897	78	32	was23.46	was23.46	PROPN
fsr-3897	78	33	%	%	NOUN
fsr-3897	78	34	.	.	PUNCT
fsr-3897	79	1	with	with	ADP
fsr-3897	79	2	respect	respect	NOUN
fsr-3897	79	3	to	to	PART
fsr-3897	79	4	bias	bias	VERB
fsr-3897	79	5	over	over	ADP
fsr-3897	79	6	the	the	DET
fsr-3897	79	7	entire	entire	ADJ
fsr-3897	79	8	sample	sample	NOUN
fsr-3897	79	9	period	period	NOUN
fsr-3897	79	10	,	,	PUNCT
fsr-3897	79	11	both	both	CCONJ
fsr-3897	79	12	the	the	DET
fsr-3897	79	13	student	student	NOUN
fsr-3897	79	14	and	and	CCONJ
fsr-3897	79	15	random	random	ADJ
fsr-3897	79	16	walk	walk	NOUN
fsr-3897	79	17	forecasts	forecast	NOUN
fsr-3897	79	18	appear	appear	VERB
fsr-3897	79	19	to	to	PART
fsr-3897	79	20	be	be	AUX
fsr-3897	79	21	slightly	slightly	ADV
fsr-3897	79	22	pessimistic	pessimistic	ADJ
fsr-3897	79	23	.	.	PUNCT
fsr-3897	80	1	when	when	SCONJ
fsr-3897	80	2	examining	examine	VERB
fsr-3897	80	3	the	the	DET
fsr-3897	80	4	data	datum	NOUN
fsr-3897	80	5	by	by	ADP
fsr-3897	80	6	period	period	NOUN
fsr-3897	80	7	,	,	PUNCT
fsr-3897	80	8	we	we	PRON
fsr-3897	80	9	find	find	VERB
fsr-3897	80	10	that	that	SCONJ
fsr-3897	80	11	students	student	NOUN
fsr-3897	80	12	tend	tend	VERB
fsr-3897	80	13	to	to	PART
fsr-3897	80	14	be	be	AUX
fsr-3897	80	15	pessimistic	pessimistic	ADJ
fsr-3897	80	16	when	when	SCONJ
fsr-3897	80	17	the	the	DET
fsr-3897	80	18	prior	prior	ADJ
fsr-3897	80	19	change	change	NOUN
fsr-3897	80	20	in	in	ADP
fsr-3897	80	21	the	the	DET
fsr-3897	80	22	djia	djia	PROPN
fsr-3897	80	23	is	be	AUX
fsr-3897	80	24	up	up	ADV
fsr-3897	80	25	,	,	PUNCT
fsr-3897	80	26	and	and	CCONJ
fsr-3897	80	27	optimistic	optimistic	ADJ
fsr-3897	80	28	when	when	SCONJ
fsr-3897	80	29	the	the	DET
fsr-3897	80	30	prior	prior	ADJ
fsr-3897	80	31	change	change	NOUN
fsr-3897	80	32	is	be	AUX
fsr-3897	80	33	relatively	relatively	ADV
fsr-3897	80	34	flat	flat	ADJ
fsr-3897	80	35	or	or	CCONJ
fsr-3897	80	36	down	down	ADV
fsr-3897	80	37	.	.	PUNCT
fsr-3897	81	1	this	this	PRON
fsr-3897	81	2	may	may	AUX
fsr-3897	81	3	appear	appear	VERB
fsr-3897	81	4	in	in	ADP
fsr-3897	81	5	conflict	conflict	NOUN
fsr-3897	81	6	with	with	ADP
fsr-3897	81	7	the	the	DET
fsr-3897	81	8	findings	finding	NOUN
fsr-3897	81	9	of	of	ADP
fsr-3897	81	10	de	de	X
fsr-3897	81	11	bondt	bondt	NOUN
fsr-3897	81	12	(	(	PUNCT
fsr-3897	81	13	1993	1993	NUM
fsr-3897	81	14	)	)	PUNCT
fsr-3897	81	15	where	where	SCONJ
fsr-3897	81	16	nonexperts	nonexpert	NOUN
fsr-3897	81	17	expect	expect	VERB
fsr-3897	81	18	a	a	DET
fsr-3897	81	19	continuation	continuation	NOUN
fsr-3897	81	20	of	of	ADP
fsr-3897	81	21	past	past	ADJ
fsr-3897	81	22	trends	trend	NOUN
fsr-3897	81	23	.	.	PUNCT
fsr-3897	82	1	table	table	NOUN
fsr-3897	82	2	2	2	NUM
fsr-3897	82	3	summarizes	summarize	NOUN
fsr-3897	82	4	the	the	DET
fsr-3897	82	5	nonparametric	nonparametric	NOUN
fsr-3897	82	6	wilcoxon	wilcoxon	VERB
fsr-3897	82	7	rank	rank	PROPN
fsr-3897	82	8	sum	sum	NOUN
fsr-3897	82	9	analysis	analysis	NOUN
fsr-3897	82	10	of	of	ADP
fsr-3897	82	11	the	the	DET
fsr-3897	82	12	difference	difference	NOUN
fsr-3897	82	13	in	in	ADP
fsr-3897	82	14	forecasting	forecasting	NOUN
fsr-3897	82	15	accuracy	accuracy	NOUN
fsr-3897	82	16	among	among	ADP
fsr-3897	82	17	selected	select	VERB
fsr-3897	82	18	groups	group	NOUN
fsr-3897	82	19	of	of	ADP
fsr-3897	82	20	students	student	NOUN
fsr-3897	82	21	.	.	PUNCT
fsr-3897	83	1	the	the	DET
fsr-3897	83	2	alternative	alternative	ADJ
fsr-3897	83	3	hypothesis	hypothesis	NOUN
fsr-3897	83	4	is	be	AUX
fsr-3897	83	5	that	that	SCONJ
fsr-3897	83	6	the	the	DET
fsr-3897	83	7	mape	mape	NOUN
fsr-3897	83	8	is	be	AUX
fsr-3897	83	9	smaller	small	ADJ
fsr-3897	83	10	for	for	ADP
fsr-3897	83	11	the	the	DET
fsr-3897	83	12	samples	sample	NOUN
fsr-3897	83	13	listed	list	VERB
fsr-3897	83	14	in	in	ADP
fsr-3897	83	15	the	the	DET
fsr-3897	83	16	second	second	ADJ
fsr-3897	83	17	row	row	NOUN
fsr-3897	83	18	of	of	ADP
fsr-3897	83	19	each	each	DET
fsr-3897	83	20	designated	designate	VERB
fsr-3897	83	21	group	group	NOUN
fsr-3897	83	22	.	.	PUNCT
fsr-3897	84	1	examining	examine	VERB
fsr-3897	84	2	group	group	NOUN
fsr-3897	84	3	1	1	NUM
fsr-3897	84	4	,	,	PUNCT
fsr-3897	84	5	which	which	PRON
fsr-3897	84	6	controls	control	VERB
fsr-3897	84	7	for	for	ADP
fsr-3897	84	8	gender	gender	NOUN
fsr-3897	84	9	,	,	PUNCT
fsr-3897	84	10	we	we	PRON
fsr-3897	84	11	find	find	VERB
fsr-3897	84	12	that	that	SCONJ
fsr-3897	84	13	the	the	DET
fsr-3897	84	14	forecasts	forecast	NOUN
fsr-3897	84	15	of	of	ADP
fsr-3897	84	16	male	male	ADJ
fsr-3897	84	17	students	student	NOUN
fsr-3897	84	18	are	be	AUX
fsr-3897	84	19	more	more	ADV
fsr-3897	84	20	accurate	accurate	ADJ
fsr-3897	84	21	than	than	ADP
fsr-3897	84	22	the	the	DET
fsr-3897	84	23	forecasts	forecast	NOUN
fsr-3897	84	24	of	of	ADP
fsr-3897	84	25	female	female	ADJ
fsr-3897	84	26	students	student	NOUN
fsr-3897	84	27	.	.	PUNCT
fsr-3897	85	1	we	we	PRON
fsr-3897	85	2	find	find	VERB
fsr-3897	85	3	no	no	DET
fsr-3897	85	4	difference	difference	NOUN
fsr-3897	85	5	in	in	ADP
fsr-3897	85	6	forecast	forecast	NOUN
fsr-3897	85	7	accuracy	accuracy	NOUN
fsr-3897	85	8	for	for	ADP
fsr-3897	85	9	group	group	NOUN
fsr-3897	85	10	2	2	NUM
fsr-3897	85	11	,	,	PUNCT
fsr-3897	85	12	which	which	PRON
fsr-3897	85	13	controls	control	VERB
fsr-3897	85	14	for	for	ADP
fsr-3897	85	15	the	the	DET
fsr-3897	85	16	different	different	ADJ
fsr-3897	85	17	class	class	NOUN
fsr-3897	85	18	levels	level	NOUN
fsr-3897	85	19	of	of	ADP
fsr-3897	85	20	the	the	DET
fsr-3897	85	21	students	student	NOUN
fsr-3897	85	22	.	.	PUNCT
fsr-3897	86	1	further	far	ADV
fsr-3897	86	2	,	,	PUNCT
fsr-3897	86	3	although	although	SCONJ
fsr-3897	86	4	the	the	DET
fsr-3897	86	5	mape	mape	NOUN
fsr-3897	86	6	appears	appear	VERB
fsr-3897	86	7	smaller	small	ADJ
fsr-3897	86	8	for	for	ADP
fsr-3897	86	9	the	the	DET
fsr-3897	86	10	high	high	ADJ
fsr-3897	86	11	gpa	gpa	PROPN
fsr-3897	86	12	students	student	NOUN
fsr-3897	86	13	relative	relative	ADJ
fsr-3897	86	14	to	to	ADP
fsr-3897	86	15	the	the	DET
fsr-3897	86	16	low	low	ADJ
fsr-3897	86	17	gpa	gpa	PROPN
fsr-3897	86	18	students	student	NOUN
fsr-3897	86	19	(	(	PUNCT
fsr-3897	86	20	group	group	NOUN
fsr-3897	86	21	3	3	NUM
fsr-3897	86	22	)	)	PUNCT
fsr-3897	86	23	,	,	PUNCT
fsr-3897	86	24	and	and	CCONJ
fsr-3897	86	25	for	for	ADP
fsr-3897	86	26	students	student	NOUN
fsr-3897	86	27	receiving	receive	VERB
fsr-3897	86	28	a	a	DET
fsr-3897	86	29	high	high	ADJ
fsr-3897	86	30	grade	grade	NOUN
fsr-3897	86	31	in	in	ADP
fsr-3897	86	32	the	the	DET
fsr-3897	86	33	prerequisite	prerequisite	NOUN
fsr-3897	86	34	course	course	NOUN
fsr-3897	86	35	relative	relative	ADJ
fsr-3897	86	36	to	to	ADP
fsr-3897	86	37	students	student	NOUN
fsr-3897	86	38	receiving	receive	VERB
fsr-3897	86	39	a	a	DET
fsr-3897	86	40	low	low	ADJ
fsr-3897	86	41	grade	grade	NOUN
fsr-3897	86	42	in	in	ADP
fsr-3897	86	43	the	the	DET
fsr-3897	86	44	prerequisite	prerequisite	NOUN
fsr-3897	86	45	course	course	NOUN
fsr-3897	86	46	(	(	PUNCT
fsr-3897	86	47	group	group	NOUN
fsr-3897	86	48	4	4	NUM
fsr-3897	86	49	)	)	PUNCT
fsr-3897	86	50	,	,	PUNCT
fsr-3897	86	51	the	the	DET
fsr-3897	86	52	differences	difference	NOUN
fsr-3897	86	53	are	be	AUX
fsr-3897	86	54	not	not	PART
fsr-3897	86	55	significant	significant	ADJ
fsr-3897	86	56	.	.	PUNCT
fsr-3897	87	1	we	we	PRON
fsr-3897	87	2	also	also	ADV
fsr-3897	87	3	fail	fail	VERB
fsr-3897	87	4	to	to	PART
fsr-3897	87	5	find	find	VERB
fsr-3897	87	6	significant	significant	ADJ
fsr-3897	87	7	differences	difference	NOUN
fsr-3897	87	8	when	when	SCONJ
fsr-3897	87	9	separating	separate	VERB
fsr-3897	87	10	the	the	DET
fsr-3897	87	11	different	different	ADJ
fsr-3897	87	12	class	class	NOUN
fsr-3897	87	13	levels	level	NOUN
fsr-3897	87	14	by	by	ADP
fsr-3897	87	15	high	high	ADJ
fsr-3897	87	16	and	and	CCONJ
fsr-3897	87	17	low	low	ADJ
fsr-3897	87	18	gpa	gpa	PROPN
fsr-3897	87	19	(	(	PUNCT
fsr-3897	87	20	groups	group	NOUN
fsr-3897	87	21	5	5	NUM
fsr-3897	87	22	and	and	CCONJ
fsr-3897	87	23	6	6	NUM
fsr-3897	87	24	)	)	PUNCT
fsr-3897	87	25	.	.	PUNCT
fsr-3897	88	1	further	far	ADV
fsr-3897	88	2	,	,	PUNCT
fsr-3897	88	3	we	we	PRON
fsr-3897	88	4	find	find	VERB
fsr-3897	88	5	no	no	DET
fsr-3897	88	6	difference	difference	NOUN
fsr-3897	88	7	in	in	ADP
fsr-3897	88	8	the	the	DET
fsr-3897	88	9	forecast	forecast	NOUN
fsr-3897	88	10	accuracy	accuracy	NOUN
fsr-3897	88	11	of	of	ADP
fsr-3897	88	12	juniors	junior	NOUN
fsr-3897	88	13	receiving	receive	VERB
fsr-3897	88	14	a	a	DET
fsr-3897	88	15	high	high	ADJ
fsr-3897	88	16	or	or	CCONJ
fsr-3897	88	17	a	a	DET
fsr-3897	88	18	low	low	ADJ
fsr-3897	88	19	grade	grade	NOUN
fsr-3897	88	20	in	in	ADP
fsr-3897	88	21	the	the	DET
fsr-3897	88	22	prerequisite	prerequisite	NOUN
fsr-3897	88	23	class	class	NOUN
fsr-3897	88	24	(	(	PUNCT
fsr-3897	88	25	group	group	NOUN
fsr-3897	88	26	7	7	NUM
fsr-3897	88	27	)	)	PUNCT
fsr-3897	88	28	.	.	PUNCT
fsr-3897	89	1	in	in	ADP
fsr-3897	89	2	contrast	contrast	NOUN
fsr-3897	89	3	,	,	PUNCT
fsr-3897	89	4	seniors	senior	NOUN
fsr-3897	89	5	with	with	ADP
fsr-3897	89	6	a	a	DET
fsr-3897	89	7	high	high	ADJ
fsr-3897	89	8	grade	grade	NOUN
fsr-3897	89	9	in	in	ADP
fsr-3897	89	10	the	the	DET
fsr-3897	89	11	prerequisite	prerequisite	NOUN
fsr-3897	89	12	class	class	NOUN
fsr-3897	89	13	have	have	VERB
fsr-3897	89	14	better	well	ADJ
fsr-3897	89	15	forecast	forecast	NOUN
fsr-3897	89	16	accuracy	accuracy	NOUN
fsr-3897	89	17	than	than	ADP
fsr-3897	89	18	seniors	senior	NOUN
fsr-3897	89	19	with	with	ADP
fsr-3897	89	20	a	a	DET
fsr-3897	89	21	low	low	ADJ
fsr-3897	89	22	grade	grade	NOUN
fsr-3897	89	23	in	in	ADP
fsr-3897	89	24	the	the	DET
fsr-3897	89	25	prerequisite	prerequisite	NOUN
fsr-3897	89	26	class	class	NOUN
fsr-3897	89	27	(	(	PUNCT
fsr-3897	89	28	group	group	NOUN
fsr-3897	89	29	8)	8)	NUM
fsr-3897	89	30	.	.	PUNCT
fsr-3897	90	1	since	since	SCONJ
fsr-3897	90	2	the	the	DET
fsr-3897	90	3	lowest	low	ADJ
fsr-3897	90	4	mape	mape	NOUN
fsr-3897	90	5	belongs	belong	VERB
fsr-3897	90	6	to	to	ADP
fsr-3897	90	7	seniors	senior	NOUN
fsr-3897	90	8	with	with	ADP
fsr-3897	90	9	a	a	DET
fsr-3897	90	10	high	high	ADJ
fsr-3897	90	11	grade	grade	NOUN
fsr-3897	90	12	in	in	ADP
fsr-3897	90	13	the	the	DET
fsr-3897	90	14	prerequisite	prerequisite	NOUN
fsr-3897	90	15	class	class	NOUN
fsr-3897	90	16	,	,	PUNCT
fsr-3897	90	17	we	we	PRON
fsr-3897	90	18	compare	compare	VERB
fsr-3897	90	19	their	their	PRON
fsr-3897	90	20	accuracy	accuracy	NOUN
fsr-3897	90	21	to	to	ADP
fsr-3897	90	22	all	all	DET
fsr-3897	90	23	other	other	ADJ
fsr-3897	90	24	students	student	NOUN
fsr-3897	90	25	(	(	PUNCT
fsr-3897	90	26	group	group	NOUN
fsr-3897	90	27	9	9	NUM
fsr-3897	90	28	)	)	PUNCT
fsr-3897	90	29	.	.	PUNCT
fsr-3897	91	1	we	we	PRON
fsr-3897	91	2	find	find	VERB
fsr-3897	91	3	that	that	SCONJ
fsr-3897	91	4	their	their	PRON
fsr-3897	91	5	forecast	forecast	NOUN
fsr-3897	91	6	accuracy	accuracy	NOUN
fsr-3897	91	7	is	be	AUX
fsr-3897	91	8	significantly	significantly	ADV
fsr-3897	91	9	better	well	ADJ
fsr-3897	91	10	,	,	PUNCT
fsr-3897	91	11	at	at	ADP
fsr-3897	91	12	the	the	DET
fsr-3897	91	13	12	12	NUM
fsr-3897	91	14	%	%	NOUN
fsr-3897	91	15	level	level	NOUN
fsr-3897	91	16	,	,	PUNCT
fsr-3897	91	17	than	than	ADP
fsr-3897	91	18	all	all	DET
fsr-3897	91	19	other	other	ADJ
fsr-3897	91	20	students	student	NOUN
fsr-3897	91	21	.	.	PUNCT
fsr-3897	92	1	the	the	DET
fsr-3897	92	2	prerequisite	prerequisite	PROPN
fsr-3897	92	3	course	course	NOUN
fsr-3897	92	4	for	for	ADP
fsr-3897	92	5	junior	junior	ADJ
fsr-3897	92	6	investments	investment	NOUN
fsr-3897	92	7	students	student	NOUN
fsr-3897	92	8	is	be	AUX
fsr-3897	92	9	“	"	PUNCT
fsr-3897	92	10	fundamentals	fundamental	NOUN
fsr-3897	92	11	of	of	ADP
fsr-3897	92	12	corporate	corporate	ADJ
fsr-3897	92	13	finance	finance	NOUN
fsr-3897	92	14	”	"	PUNCT
fsr-3897	92	15	and	and	CCONJ
fsr-3897	92	16	the	the	DET
fsr-3897	92	17	prerequisite	prerequisite	NOUN
fsr-3897	92	18	course	course	NOUN
fsr-3897	92	19	for	for	ADP
fsr-3897	92	20	senior	senior	ADJ
fsr-3897	92	21	investments	investment	NOUN
fsr-3897	92	22	students	student	NOUN
fsr-3897	92	23	is	be	AUX
fsr-3897	92	24	“	"	PUNCT
fsr-3897	92	25	fundamentals	fundamental	NOUN
fsr-3897	92	26	of	of	ADP
fsr-3897	92	27	investments	investment	NOUN
fsr-3897	92	28	.	.	PUNCT
fsr-3897	92	29	”	"	PUNCT
fsr-3897	93	1	thus	thus	ADV
fsr-3897	93	2	,	,	PUNCT
fsr-3897	93	3	it	it	PRON
fsr-3897	93	4	appears	appear	VERB
fsr-3897	93	5	that	that	SCONJ
fsr-3897	93	6	the	the	DET
fsr-3897	93	7	knowledge	knowledge	NOUN
fsr-3897	93	8	gained	gain	VERB
fsr-3897	93	9	from	from	ADP
fsr-3897	93	10	an	an	DET
fsr-3897	93	11	above	above	ADJ
fsr-3897	93	12	average	average	ADJ
fsr-3897	93	13	undertable	undertable	ADJ
fsr-3897	93	14	1	1	NUM
fsr-3897	93	15	forecast	forecast	NOUN
fsr-3897	93	16	accuracy	accuracy	NOUN
fsr-3897	93	17	of	of	ADP
fsr-3897	93	18	students	student	NOUN
fsr-3897	93	19	and	and	CCONJ
fsr-3897	93	20	a	a	DET
fsr-3897	93	21	random	random	ADJ
fsr-3897	93	22	walk	walk	NOUN
fsr-3897	93	23	by	by	ADP
fsr-3897	93	24	period	period	NOUN
fsr-3897	93	25	and	and	CCONJ
fsr-3897	93	26	over	over	ADP
fsr-3897	93	27	all	all	DET
fsr-3897	93	28	periodsa	periodsa	NOUN
fsr-3897	93	29	period	period	NOUN
fsr-3897	93	30	sample	sample	NOUN
fsr-3897	93	31	size	size	NOUN
fsr-3897	93	32	student	student	NOUN
fsr-3897	93	33	mape	mape	NOUN
fsr-3897	93	34	student	student	NOUN
fsr-3897	93	35	mpe	mpe	PROPN
fsr-3897	93	36	random	random	PROPN
fsr-3897	93	37	walk	walk	NOUN
fsr-3897	93	38	mape	mape	NOUN
fsr-3897	93	39	random	random	ADJ
fsr-3897	93	40	walk	walk	NOUN
fsr-3897	93	41	mpe	mpe	NOUN
fsr-3897	93	42	change	change	NOUN
fsr-3897	93	43	in	in	ADP
fsr-3897	93	44	djiab	djiab	NOUN
fsr-3897	93	45	change	change	NOUN
fsr-3897	93	46	in	in	ADP
fsr-3897	93	47	prior	prior	ADJ
fsr-3897	93	48	djiac	djiac	NOUN
fsr-3897	93	49	fall	fall	VERB
fsr-3897	93	50	91	91	NUM
fsr-3897	93	51	67	67	NUM
fsr-3897	93	52	3.83	3.83	NUM
fsr-3897	93	53	%	%	NOUN
fsr-3897	93	54	23.10	23.10	NUM
fsr-3897	93	55	%	%	NOUN
fsr-3897	93	56	2.65	2.65	NUM
fsr-3897	93	57	%	%	NOUN
fsr-3897	93	58	22.65	22.65	NUM
fsr-3897	93	59	%	%	NOUN
fsr-3897	93	60	22.58	22.58	NUM
fsr-3897	93	61	%	%	NOUN
fsr-3897	93	62	1.02	1.02	NUM
fsr-3897	93	63	%	%	NOUN
fsr-3897	93	64	fall	fall	NOUN
fsr-3897	93	65	92	92	NUM
fsr-3897	93	66	62	62	NUM
fsr-3897	93	67	2.79	2.79	NUM
fsr-3897	93	68	21.02	21.02	NUM
fsr-3897	93	69	.38	.38	NUM
fsr-3897	93	70	.38	.38	NUM
fsr-3897	93	71	.38	.38	NUM
fsr-3897	93	72	23.46	23.46	NUM
fsr-3897	93	73	spring	spring	NOUN
fsr-3897	93	74	93	93	NUM
fsr-3897	93	75	66	66	NUM
fsr-3897	93	76	3.56	3.56	NUM
fsr-3897	93	77	3.18	3.18	NUM
fsr-3897	93	78	4.39	4.39	NUM
fsr-3897	93	79	4.39	4.39	NUM
fsr-3897	93	80	4.60	4.60	NUM
fsr-3897	93	81	2.64	2.64	NUM
fsr-3897	93	82	fall	fall	NOUN
fsr-3897	93	83	93	93	NUM
fsr-3897	93	84	67	67	NUM
fsr-3897	93	85	3.03	3.03	NUM
fsr-3897	93	86	2.11	2.11	NUM
fsr-3897	93	87	1.36	1.36	NUM
fsr-3897	93	88	1.36	1.36	NUM
fsr-3897	93	89	1.38	1.38	NUM
fsr-3897	93	90	2.51	2.51	NUM
fsr-3897	93	91	all	all	PRON
fsr-3897	93	92	262	262	NUM
fsr-3897	93	93	3.29	3.29	NUM
fsr-3897	93	94	.23	.23	NUM
fsr-3897	93	95	2.16	2.16	NUM
fsr-3897	93	96	.80	.80	NUM
fsr-3897	93	97	na	na	INTJ
fsr-3897	93	98	na	na	ADP
fsr-3897	93	99	a	a	DET
fsr-3897	93	100	mpe5	mpe5	NOUN
fsr-3897	93	101	1	1	NUM
fsr-3897	93	102	/	/	SYM
fsr-3897	93	103	n	n	PRON
fsr-3897	93	104	sn51	sn51	PROPN
fsr-3897	93	105	n	n	CCONJ
fsr-3897	93	106	(	(	PUNCT
fsr-3897	93	107	actual	actual	ADJ
fsr-3897	93	108	level2	level2	PROPN
fsr-3897	93	109	forecasted	forecast	VERB
fsr-3897	93	110	level)/actual	level)/actual	ADJ
fsr-3897	93	111	level	level	NOUN
fsr-3897	93	112	;	;	PUNCT
fsr-3897	93	113	mape	mape	NOUN
fsr-3897	93	114	is	be	AUX
fsr-3897	93	115	the	the	DET
fsr-3897	93	116	mean	mean	NOUN
fsr-3897	93	117	of	of	ADP
fsr-3897	93	118	the	the	DET
fsr-3897	93	119	absolute	absolute	ADJ
fsr-3897	93	120	values	value	NOUN
fsr-3897	93	121	of	of	ADP
fsr-3897	93	122	the	the	DET
fsr-3897	93	123	prediction	prediction	NOUN
fsr-3897	93	124	errors	error	NOUN
fsr-3897	93	125	and	and	CCONJ
fsr-3897	93	126	na	na	NOUN
fsr-3897	93	127	is	be	AUX
fsr-3897	93	128	not	not	PART
fsr-3897	93	129	applicable	applicable	ADJ
fsr-3897	93	130	.	.	PUNCT
fsr-3897	94	1	b	b	X
fsr-3897	94	2	change	change	NOUN
fsr-3897	94	3	in	in	ADP
fsr-3897	94	4	djia5	djia5	NOUN
fsr-3897	94	5	(	(	PUNCT
fsr-3897	94	6	djia	djia	PROPN
fsr-3897	94	7	on	on	ADP
fsr-3897	94	8	final	final	ADJ
fsr-3897	94	9	date2	date2	PROPN
fsr-3897	94	10	djia	djia	PROPN
fsr-3897	94	11	one	one	NUM
fsr-3897	94	12	day	day	NOUN
fsr-3897	94	13	prior	prior	ADV
fsr-3897	94	14	to	to	ADP
fsr-3897	94	15	due	due	ADJ
fsr-3897	94	16	date)/djia	date)/djia	NOUN
fsr-3897	94	17	one	one	NUM
fsr-3897	94	18	day	day	NOUN
fsr-3897	94	19	prior	prior	ADV
fsr-3897	94	20	to	to	ADP
fsr-3897	94	21	due	due	ADJ
fsr-3897	94	22	date	date	NOUN
fsr-3897	94	23	.	.	PUNCT
fsr-3897	95	1	c	c	NOUN
fsr-3897	95	2	change	change	NOUN
fsr-3897	95	3	in	in	ADP
fsr-3897	95	4	prior	prior	ADJ
fsr-3897	95	5	djia5	djia5	NOUN
fsr-3897	95	6	(	(	PUNCT
fsr-3897	95	7	djia	djia	PROPN
fsr-3897	95	8	one	one	NUM
fsr-3897	95	9	day	day	NOUN
fsr-3897	95	10	prior	prior	ADV
fsr-3897	95	11	to	to	ADP
fsr-3897	95	12	due	due	ADJ
fsr-3897	95	13	date2	date2	PROPN
fsr-3897	95	14	djia	djia	PROPN
fsr-3897	95	15	three	three	NUM
fsr-3897	95	16	months	month	NOUN
fsr-3897	95	17	prior	prior	ADV
fsr-3897	95	18	to	to	ADP
fsr-3897	95	19	due	due	ADJ
fsr-3897	95	20	date)/djia	date)/djia	NOUN
fsr-3897	95	21	three	three	NUM
fsr-3897	95	22	months	month	NOUN
fsr-3897	95	23	prior	prior	ADV
fsr-3897	95	24	to	to	ADP
fsr-3897	95	25	due	due	ADJ
fsr-3897	95	26	date	date	NOUN
fsr-3897	95	27	.	.	PUNCT
fsr-3897	96	1	257j.c	257j.c	ADJ
fsr-3897	96	2	.	.	PUNCT
fsr-3897	97	1	alexander	alexander	PROPN
fsr-3897	97	2	,	,	PUNCT
fsr-3897	97	3	r.b	r.b	PROPN
fsr-3897	97	4	.	.	PROPN
fsr-3897	97	5	mcelreath	mcelreath	PROPN
fsr-3897	97	6	/	/	SYM
fsr-3897	97	7	financial	financial	ADJ
fsr-3897	97	8	services	service	NOUN
fsr-3897	97	9	review	review	VERB
fsr-3897	97	10	8	8	NUM
fsr-3897	97	11	(	(	PUNCT
fsr-3897	97	12	1999	1999	NUM
fsr-3897	97	13	)	)	PUNCT
fsr-3897	98	1	253–260	253–260	NUM
fsr-3897	98	2	standing	standing	NOUN
fsr-3897	98	3	of	of	ADP
fsr-3897	98	4	investments	investment	NOUN
fsr-3897	98	5	improves	improve	VERB
fsr-3897	98	6	the	the	DET
fsr-3897	98	7	forecast	forecast	NOUN
fsr-3897	98	8	accuracy	accuracy	NOUN
fsr-3897	98	9	of	of	ADP
fsr-3897	98	10	the	the	DET
fsr-3897	98	11	seniors	senior	NOUN
fsr-3897	98	12	.	.	PUNCT
fsr-3897	99	1	in	in	ADP
fsr-3897	99	2	contrast	contrast	NOUN
fsr-3897	99	3	,	,	PUNCT
fsr-3897	99	4	the	the	DET
fsr-3897	99	5	knowledge	knowledge	NOUN
fsr-3897	99	6	gained	gain	VERB
fsr-3897	99	7	from	from	ADP
fsr-3897	99	8	the	the	DET
fsr-3897	99	9	corporate	corporate	ADJ
fsr-3897	99	10	course	course	NOUN
fsr-3897	99	11	had	have	VERB
fsr-3897	99	12	no	no	DET
fsr-3897	99	13	effect	effect	NOUN
fsr-3897	99	14	on	on	ADP
fsr-3897	99	15	the	the	DET
fsr-3897	99	16	forecast	forecast	NOUN
fsr-3897	99	17	accuracy	accuracy	NOUN
fsr-3897	99	18	of	of	ADP
fsr-3897	99	19	the	the	DET
fsr-3897	99	20	juniors	junior	NOUN
fsr-3897	99	21	.	.	PUNCT
fsr-3897	100	1	this	this	DET
fsr-3897	100	2	differential	differential	ADJ
fsr-3897	100	3	forecast	forecast	NOUN
fsr-3897	100	4	accuracy	accuracy	NOUN
fsr-3897	100	5	suggests	suggest	VERB
fsr-3897	100	6	that	that	SCONJ
fsr-3897	100	7	investors	investor	NOUN
fsr-3897	100	8	may	may	AUX
fsr-3897	100	9	benefit	benefit	VERB
fsr-3897	100	10	from	from	ADP
fsr-3897	100	11	an	an	DET
fsr-3897	100	12	above	above	ADJ
fsr-3897	100	13	average	average	ADJ
fsr-3897	100	14	understanding	understanding	NOUN
fsr-3897	100	15	of	of	ADP
fsr-3897	100	16	the	the	DET
fsr-3897	100	17	financial	financial	ADJ
fsr-3897	100	18	markets	market	NOUN
fsr-3897	100	19	prior	prior	ADV
fsr-3897	100	20	to	to	ADP
fsr-3897	100	21	their	their	PRON
fsr-3897	100	22	entry	entry	NOUN
fsr-3897	100	23	into	into	ADP
fsr-3897	100	24	the	the	DET
fsr-3897	100	25	market	market	NOUN
fsr-3897	100	26	.	.	PUNCT
fsr-3897	101	1	table	table	NOUN
fsr-3897	101	2	3	3	NUM
fsr-3897	101	3	summarizes	summarize	VERB
fsr-3897	101	4	the	the	DET
fsr-3897	101	5	tests	test	NOUN
fsr-3897	101	6	of	of	ADP
fsr-3897	101	7	potential	potential	ADJ
fsr-3897	101	8	bias	bias	NOUN
fsr-3897	101	9	in	in	ADP
fsr-3897	101	10	expectations	expectation	NOUN
fsr-3897	101	11	across	across	ADP
fsr-3897	101	12	the	the	DET
fsr-3897	101	13	different	different	ADJ
fsr-3897	101	14	groups	group	NOUN
fsr-3897	101	15	.	.	PUNCT
fsr-3897	102	1	the	the	DET
fsr-3897	102	2	table	table	NOUN
fsr-3897	102	3	includes	include	VERB
fsr-3897	102	4	the	the	DET
fsr-3897	102	5	mpe	mpe	NOUN
fsr-3897	102	6	,	,	PUNCT
fsr-3897	102	7	the	the	DET
fsr-3897	102	8	percentage	percentage	NOUN
fsr-3897	102	9	of	of	ADP
fsr-3897	102	10	forecasts	forecast	NOUN
fsr-3897	102	11	below	below	ADP
fsr-3897	102	12	the	the	DET
fsr-3897	102	13	actual	actual	ADJ
fsr-3897	102	14	,	,	PUNCT
fsr-3897	102	15	and	and	CCONJ
fsr-3897	102	16	the	the	DET
fsr-3897	102	17	more	more	ADV
fsr-3897	102	18	rigorous	rigorous	ADJ
fsr-3897	102	19	regression	regression	NOUN
fsr-3897	102	20	results	result	NOUN
fsr-3897	102	21	.	.	PUNCT
fsr-3897	103	1	recall	recall	VERB
fsr-3897	103	2	that	that	SCONJ
fsr-3897	103	3	a	a	DET
fsr-3897	103	4	ß	ß	NOUN
fsr-3897	103	5	of	of	ADP
fsr-3897	103	6	oneindicates	oneindicate	NOUN
fsr-3897	103	7	that	that	SCONJ
fsr-3897	103	8	expectations	expectation	NOUN
fsr-3897	103	9	are	be	AUX
fsr-3897	103	10	unbiased	unbiased	ADJ
fsr-3897	103	11	.	.	PUNCT
fsr-3897	104	1	evidence	evidence	NOUN
fsr-3897	104	2	of	of	ADP
fsr-3897	104	3	pessimistic	pessimistic	ADJ
fsr-3897	104	4	expectations	expectation	NOUN
fsr-3897	104	5	would	would	AUX
fsr-3897	104	6	include	include	VERB
fsr-3897	104	7	an	an	DET
fsr-3897	104	8	mpe	mpe	NOUN
fsr-3897	104	9	greater	great	ADJ
fsr-3897	104	10	than	than	ADP
fsr-3897	104	11	zero	zero	NUM
fsr-3897	104	12	,	,	PUNCT
fsr-3897	104	13	more	more	ADJ
fsr-3897	104	14	than	than	ADP
fsr-3897	104	15	50	50	NUM
fsr-3897	104	16	%	%	NOUN
fsr-3897	104	17	of	of	ADP
fsr-3897	104	18	the	the	DET
fsr-3897	104	19	forecasts	forecast	NOUN
fsr-3897	104	20	below	below	ADP
fsr-3897	104	21	the	the	DET
fsr-3897	104	22	actual	actual	ADJ
fsr-3897	104	23	,	,	PUNCT
fsr-3897	104	24	and	and	CCONJ
fsr-3897	104	25	a	a	DET
fsr-3897	104	26	ß	ß	NOUN
fsr-3897	104	27	greater	great	ADJ
fsr-3897	104	28	than	than	ADP
fsr-3897	104	29	one	one	NUM
fsr-3897	104	30	.	.	PUNCT
fsr-3897	105	1	we	we	PRON
fsr-3897	105	2	find	find	VERB
fsr-3897	105	3	some	some	DET
fsr-3897	105	4	evidence	evidence	NOUN
fsr-3897	105	5	that	that	SCONJ
fsr-3897	105	6	students	student	NOUN
fsr-3897	105	7	in	in	ADP
fsr-3897	105	8	general	general	ADJ
fsr-3897	105	9	are	be	AUX
fsr-3897	105	10	pessimistic	pessimistic	ADJ
fsr-3897	105	11	in	in	ADP
fsr-3897	105	12	their	their	PRON
fsr-3897	105	13	expectations	expectation	NOUN
fsr-3897	105	14	.	.	PUNCT
fsr-3897	106	1	examining	examine	VERB
fsr-3897	106	2	differences	difference	NOUN
fsr-3897	106	3	in	in	ADP
fsr-3897	106	4	expectations	expectation	NOUN
fsr-3897	106	5	based	base	VERB
fsr-3897	106	6	on	on	ADP
fsr-3897	106	7	gender	gender	NOUN
fsr-3897	106	8	(	(	PUNCT
fsr-3897	106	9	group	group	NOUN
fsr-3897	106	10	2	2	NUM
fsr-3897	106	11	)	)	PUNCT
fsr-3897	106	12	,	,	PUNCT
fsr-3897	106	13	we	we	PRON
fsr-3897	106	14	find	find	VERB
fsr-3897	106	15	that	that	SCONJ
fsr-3897	106	16	the	the	DET
fsr-3897	106	17	expectations	expectation	NOUN
fsr-3897	106	18	of	of	ADP
fsr-3897	106	19	females	female	NOUN
fsr-3897	106	20	are	be	AUX
fsr-3897	106	21	pessimistic	pessimistic	ADJ
fsr-3897	106	22	,	,	PUNCT
fsr-3897	106	23	whereas	whereas	SCONJ
fsr-3897	106	24	the	the	DET
fsr-3897	106	25	males	male	NOUN
fsr-3897	106	26	are	be	AUX
fsr-3897	106	27	unbiased	unbiased	ADJ
fsr-3897	106	28	.	.	PUNCT
fsr-3897	107	1	when	when	SCONJ
fsr-3897	107	2	controlling	control	VERB
fsr-3897	107	3	for	for	ADP
fsr-3897	107	4	the	the	DET
fsr-3897	107	5	class	class	NOUN
fsr-3897	107	6	level	level	NOUN
fsr-3897	107	7	,	,	PUNCT
fsr-3897	107	8	we	we	PRON
fsr-3897	107	9	find	find	VERB
fsr-3897	107	10	that	that	SCONJ
fsr-3897	107	11	juniors	junior	NOUN
fsr-3897	107	12	are	be	AUX
fsr-3897	107	13	pessimistic	pessimistic	ADJ
fsr-3897	107	14	and	and	CCONJ
fsr-3897	107	15	the	the	DET
fsr-3897	107	16	seniors	senior	NOUN
fsr-3897	107	17	are	be	AUX
fsr-3897	107	18	unbiased	unbiased	ADJ
fsr-3897	107	19	in	in	ADP
fsr-3897	107	20	their	their	PRON
fsr-3897	107	21	forecasts	forecast	NOUN
fsr-3897	107	22	of	of	ADP
fsr-3897	107	23	the	the	DET
fsr-3897	107	24	market	market	NOUN
fsr-3897	107	25	.	.	PUNCT
fsr-3897	108	1	this	this	PRON
fsr-3897	108	2	may	may	AUX
fsr-3897	108	3	suggest	suggest	VERB
fsr-3897	108	4	that	that	SCONJ
fsr-3897	108	5	as	as	SCONJ
fsr-3897	108	6	students	student	NOUN
fsr-3897	108	7	learn	learn	VERB
fsr-3897	108	8	more	more	ADJ
fsr-3897	108	9	about	about	ADP
fsr-3897	108	10	the	the	DET
fsr-3897	108	11	market	market	NOUN
fsr-3897	108	12	their	their	PRON
fsr-3897	108	13	expectations	expectation	NOUN
fsr-3897	108	14	increase	increase	NOUN
fsr-3897	108	15	.	.	PUNCT
fsr-3897	109	1	in	in	ADP
fsr-3897	109	2	contrast	contrast	NOUN
fsr-3897	109	3	,	,	PUNCT
fsr-3897	109	4	we	we	PRON
fsr-3897	109	5	find	find	VERB
fsr-3897	109	6	that	that	SCONJ
fsr-3897	109	7	students	student	NOUN
fsr-3897	109	8	with	with	ADP
fsr-3897	109	9	a	a	DET
fsr-3897	109	10	low	low	ADJ
fsr-3897	109	11	gpa	gpa	PROPN
fsr-3897	109	12	(	(	PUNCT
fsr-3897	109	13	group	group	NOUN
fsr-3897	109	14	4	4	NUM
fsr-3897	109	15	)	)	PUNCT
fsr-3897	109	16	or	or	CCONJ
fsr-3897	109	17	a	a	DET
fsr-3897	109	18	low	low	ADJ
fsr-3897	109	19	grade	grade	NOUN
fsr-3897	109	20	in	in	ADP
fsr-3897	109	21	the	the	DET
fsr-3897	109	22	prerequisite	prerequisite	NOUN
fsr-3897	109	23	class	class	NOUN
fsr-3897	109	24	(	(	PUNCT
fsr-3897	109	25	group	group	NOUN
fsr-3897	109	26	5	5	NUM
fsr-3897	109	27	)	)	PUNCT
fsr-3897	109	28	exhibit	exhibit	VERB
fsr-3897	109	29	some	some	DET
fsr-3897	109	30	pessimism	pessimism	NOUN
fsr-3897	109	31	,	,	PUNCT
fsr-3897	109	32	whereas	whereas	SCONJ
fsr-3897	109	33	the	the	DET
fsr-3897	109	34	forecasts	forecast	NOUN
fsr-3897	109	35	of	of	ADP
fsr-3897	109	36	students	student	NOUN
fsr-3897	109	37	with	with	ADP
fsr-3897	109	38	a	a	DET
fsr-3897	109	39	high	high	ADJ
fsr-3897	109	40	gpa	gpa	NOUN
fsr-3897	109	41	or	or	CCONJ
fsr-3897	109	42	high	high	ADJ
fsr-3897	109	43	prerequisite	prerequisite	NOUN
fsr-3897	109	44	grade	grade	NOUN
fsr-3897	109	45	in	in	ADP
fsr-3897	109	46	the	the	DET
fsr-3897	109	47	prerequisite	prerequisite	NOUN
fsr-3897	109	48	class	class	NOUN
fsr-3897	109	49	are	be	AUX
fsr-3897	109	50	unbiased	unbiased	ADJ
fsr-3897	109	51	.	.	PUNCT
fsr-3897	110	1	thus	thus	ADV
fsr-3897	110	2	,	,	PUNCT
fsr-3897	110	3	the	the	DET
fsr-3897	110	4	observed	observed	ADJ
fsr-3897	110	5	pessimism	pessimism	NOUN
fsr-3897	110	6	may	may	AUX
fsr-3897	110	7	be	be	AUX
fsr-3897	110	8	more	more	ADJ
fsr-3897	110	9	a	a	DET
fsr-3897	110	10	function	function	NOUN
fsr-3897	110	11	of	of	ADP
fsr-3897	110	12	an	an	DET
fsr-3897	110	13	individual	individual	NOUN
fsr-3897	110	14	’s	’s	PART
fsr-3897	110	15	performance	performance	NOUN
fsr-3897	110	16	.	.	PUNCT
fsr-3897	111	1	additional	additional	ADJ
fsr-3897	111	2	analysis	analysis	NOUN
fsr-3897	111	3	of	of	ADP
fsr-3897	111	4	the	the	DET
fsr-3897	111	5	junior	junior	ADJ
fsr-3897	111	6	class	class	NOUN
fsr-3897	111	7	provides	provide	VERB
fsr-3897	111	8	evidence	evidence	NOUN
fsr-3897	111	9	that	that	SCONJ
fsr-3897	111	10	this	this	DET
fsr-3897	111	11	pessimism	pessimism	NOUN
fsr-3897	111	12	is	be	AUX
fsr-3897	111	13	caused	cause	VERB
fsr-3897	111	14	primarily	primarily	ADV
fsr-3897	111	15	by	by	ADP
fsr-3897	111	16	those	those	DET
fsr-3897	111	17	juniors	junior	NOUN
fsr-3897	111	18	having	have	VERB
fsr-3897	111	19	a	a	DET
fsr-3897	111	20	low	low	ADJ
fsr-3897	111	21	gpa	gpa	PROPN
fsr-3897	111	22	table	table	NOUN
fsr-3897	111	23	2	2	NUM
fsr-3897	111	24	nonparametric	nonparametric	NOUN
fsr-3897	111	25	wilcoxon	wilcoxon	VERB
fsr-3897	111	26	rank	rank	PROPN
fsr-3897	111	27	sum	sum	NOUN
fsr-3897	111	28	analysis	analysis	NOUN
fsr-3897	111	29	of	of	ADP
fsr-3897	111	30	the	the	DET
fsr-3897	111	31	difference	difference	NOUN
fsr-3897	111	32	in	in	ADP
fsr-3897	111	33	forecast	forecast	NOUN
fsr-3897	111	34	accuracy	accuracy	NOUN
fsr-3897	111	35	among	among	ADP
fsr-3897	111	36	students	student	NOUN
fsr-3897	111	37	across	across	ADP
fsr-3897	111	38	selected	select	VERB
fsr-3897	111	39	groups	group	NOUN
fsr-3897	111	40	:	:	PUNCT
fsr-3897	111	41	the	the	DET
fsr-3897	111	42	alternative	alternative	ADJ
fsr-3897	111	43	hypothesis	hypothesis	NOUN
fsr-3897	111	44	is	be	AUX
fsr-3897	111	45	that	that	SCONJ
fsr-3897	111	46	the	the	DET
fsr-3897	111	47	distribution	distribution	NOUN
fsr-3897	111	48	of	of	ADP
fsr-3897	111	49	absolute	absolute	ADJ
fsr-3897	111	50	mean	mean	ADJ
fsr-3897	111	51	percentage	percentage	NOUN
fsr-3897	111	52	errors	error	NOUN
fsr-3897	111	53	(	(	PUNCT
fsr-3897	111	54	ampe	ampe	ADJ
fsr-3897	111	55	)	)	PUNCT
fsr-3897	111	56	is	be	AUX
fsr-3897	111	57	smaller	small	ADJ
fsr-3897	111	58	for	for	ADP
fsr-3897	111	59	samples	sample	NOUN
fsr-3897	111	60	listed	list	VERB
fsr-3897	111	61	in	in	ADP
fsr-3897	111	62	the	the	DET
fsr-3897	111	63	second	second	ADJ
fsr-3897	111	64	row	row	NOUN
fsr-3897	111	65	of	of	ADP
fsr-3897	111	66	each	each	DET
fsr-3897	111	67	designated	designate	VERB
fsr-3897	111	68	groupa	groupa	PROPN
fsr-3897	111	69	group	group	NOUN
fsr-3897	111	70	samplesb	samplesb	PROPN
fsr-3897	111	71	sample	sample	PROPN
fsr-3897	111	72	size	size	NOUN
fsr-3897	111	73	mape	mape	NOUN
fsr-3897	111	74	mpe	mpe	PROPN
fsr-3897	111	75	z	z	PROPN
fsr-3897	111	76	-	-	PUNCT
fsr-3897	111	77	test	test	NOUN
fsr-3897	111	78	p	p	NOUN
fsr-3897	111	79	-	-	PUNCT
fsr-3897	111	80	value	value	NOUN
fsr-3897	111	81	1	1	NUM
fsr-3897	111	82	)	)	PUNCT
fsr-3897	111	83	females	female	NOUN
fsr-3897	111	84	80	80	NUM
fsr-3897	111	85	3.90	3.90	NUM
fsr-3897	111	86	%	%	NOUN
fsr-3897	111	87	1.08	1.08	NUM
fsr-3897	111	88	%	%	NOUN
fsr-3897	111	89	1.51	1.51	NUM
fsr-3897	111	90	*	*	SYM
fsr-3897	111	91	.07	.07	NUM
fsr-3897	111	92	males	male	VERB
fsr-3897	111	93	182	182	NUM
fsr-3897	111	94	3.03	3.03	NUM
fsr-3897	111	95	2.14	2.14	NUM
fsr-3897	111	96	2	2	NUM
fsr-3897	111	97	)	)	PUNCT
fsr-3897	111	98	juniors	junior	NOUN
fsr-3897	111	99	140	140	NUM
fsr-3897	111	100	3.25	3.25	NUM
fsr-3897	111	101	.50	.50	NUM
fsr-3897	111	102	20.02	20.02	NUM
fsr-3897	111	103	.49	.49	NUM
fsr-3897	111	104	seniors	senior	NOUN
fsr-3897	111	105	122	122	NUM
fsr-3897	111	106	3.37	3.37	NUM
fsr-3897	111	107	2.08	2.08	NUM
fsr-3897	111	108	3	3	NUM
fsr-3897	111	109	)	)	PUNCT
fsr-3897	111	110	gpa	gpa	NOUN
fsr-3897	111	111	,	,	PUNCT
fsr-3897	111	112	3.0	3.0	NUM
fsr-3897	111	113	165	165	NUM
fsr-3897	111	114	3.49	3.49	NUM
fsr-3897	111	115	.47	.47	NUM
fsr-3897	111	116	2.55	2.55	NUM
fsr-3897	111	117	.29	.29	NUM
fsr-3897	111	118	gpa	gpa	PROPN
fsr-3897	111	119	$	$	SYM
fsr-3897	111	120	3.0	3.0	NUM
fsr-3897	111	121	97	97	NUM
fsr-3897	111	122	2.98	2.98	NUM
fsr-3897	111	123	2.17	2.17	NUM
fsr-3897	111	124	4	4	NUM
fsr-3897	111	125	)	)	PUNCT
fsr-3897	111	126	pg	pg	PROPN
fsr-3897	111	127	,	,	PUNCT
fsr-3897	111	128	b	b	PROPN
fsr-3897	111	129	115	115	NUM
fsr-3897	111	130	3.60	3.60	NUM
fsr-3897	111	131	.58	.58	NUM
fsr-3897	111	132	.56	.56	NUM
fsr-3897	111	133	.29	.29	NUM
fsr-3897	111	134	pg	pg	NOUN
fsr-3897	111	135	$	$	SYM
fsr-3897	111	136	b	b	NOUN
fsr-3897	111	137	147	147	NUM
fsr-3897	111	138	3.06	3.06	NUM
fsr-3897	111	139	2.04	2.04	NUM
fsr-3897	111	140	5	5	NUM
fsr-3897	111	141	)	)	PUNCT
fsr-3897	111	142	juniors	junior	NOUN
fsr-3897	111	143	,	,	PUNCT
fsr-3897	111	144	gpa	gpa	PROPN
fsr-3897	111	145	,	,	PUNCT
fsr-3897	111	146	3.0	3.0	NUM
fsr-3897	111	147	90	90	NUM
fsr-3897	111	148	3.36	3.36	NUM
fsr-3897	111	149	.73	.73	NUM
fsr-3897	111	150	2.19	2.19	NUM
fsr-3897	111	151	.42	.42	NUM
fsr-3897	111	152	juniors	junior	NOUN
fsr-3897	111	153	,	,	PUNCT
fsr-3897	111	154	gpa$	gpa$	PROPN
fsr-3897	111	155	3.0	3.0	NUM
fsr-3897	111	156	50	50	NUM
fsr-3897	111	157	2.99	2.99	NUM
fsr-3897	111	158	.08	.08	NUM
fsr-3897	111	159	6	6	NUM
fsr-3897	111	160	)	)	PUNCT
fsr-3897	111	161	seniors	senior	NOUN
fsr-3897	111	162	,	,	PUNCT
fsr-3897	111	163	gpa	gpa	PROPN
fsr-3897	111	164	,	,	PUNCT
fsr-3897	111	165	3.0	3.0	NUM
fsr-3897	111	166	75	75	NUM
fsr-3897	111	167	3.63	3.63	NUM
fsr-3897	111	168	.16	.16	NUM
fsr-3897	111	169	2.80	2.80	NUM
fsr-3897	111	170	.21	.21	NUM
fsr-3897	111	171	seniors	senior	NOUN
fsr-3897	111	172	,	,	PUNCT
fsr-3897	111	173	gpa$	gpa$	PROPN
fsr-3897	111	174	3.0	3.0	NUM
fsr-3897	111	175	47	47	NUM
fsr-3897	111	176	2.96	2.96	NUM
fsr-3897	111	177	2.45	2.45	NUM
fsr-3897	111	178	7	7	NUM
fsr-3897	111	179	)	)	PUNCT
fsr-3897	111	180	juniors	junior	NOUN
fsr-3897	111	181	,	,	PUNCT
fsr-3897	111	182	pg	pg	INTJ
fsr-3897	111	183	,	,	PUNCT
fsr-3897	111	184	b	b	PROPN
fsr-3897	111	185	67	67	NUM
fsr-3897	111	186	3.22	3.22	NUM
fsr-3897	111	187	.81	.81	NUM
fsr-3897	111	188	2.54	2.54	NUM
fsr-3897	111	189	.29	.29	NUM
fsr-3897	111	190	juniors	junior	NOUN
fsr-3897	111	191	,	,	PUNCT
fsr-3897	111	192	pg$	pg$	SYM
fsr-3897	111	193	b	b	X
fsr-3897	111	194	73	73	NUM
fsr-3897	111	195	3.24	3.24	NUM
fsr-3897	111	196	.21	.21	NUM
fsr-3897	111	197	8)	8)	NUM
fsr-3897	111	198	seniors	senior	NOUN
fsr-3897	111	199	,	,	PUNCT
fsr-3897	111	200	pg	pg	INTJ
fsr-3897	111	201	,	,	PUNCT
fsr-3897	111	202	b	b	PROPN
fsr-3897	111	203	48	48	NUM
fsr-3897	111	204	4.14	4.14	NUM
fsr-3897	111	205	.26	.26	NUM
fsr-3897	111	206	1.48	1.48	NUM
fsr-3897	111	207	*	*	SYM
fsr-3897	111	208	.06	.06	NUM
fsr-3897	111	209	seniors	senior	NOUN
fsr-3897	111	210	,	,	PUNCT
fsr-3897	111	211	pg$	pg$	SYM
fsr-3897	111	212	b	b	NOUN
fsr-3897	111	213	74	74	NUM
fsr-3897	111	214	2.88	2.88	NUM
fsr-3897	111	215	2.29	2.29	NUM
fsr-3897	111	216	9	9	NUM
fsr-3897	111	217	)	)	PUNCT
fsr-3897	111	218	all	all	DET
fsr-3897	111	219	others	other	NOUN
fsr-3897	111	220	188	188	NUM
fsr-3897	111	221	3.46	3.46	NUM
fsr-3897	111	222	.44	.44	NUM
fsr-3897	111	223	21.10	21.10	NUM
fsr-3897	111	224	.12	.12	NUM
fsr-3897	111	225	seniors	senior	NOUN
fsr-3897	111	226	,	,	PUNCT
fsr-3897	111	227	pg$	pg$	SYM
fsr-3897	111	228	b	b	NOUN
fsr-3897	111	229	74	74	NUM
fsr-3897	111	230	2.88	2.88	NUM
fsr-3897	111	231	2.29	2.29	NUM
fsr-3897	111	232	a	a	DET
fsr-3897	111	233	mpe5	mpe5	NOUN
fsr-3897	111	234	1	1	NUM
fsr-3897	111	235	/	/	SYM
fsr-3897	111	236	n	n	PRON
fsr-3897	111	237	sn51	sn51	PROPN
fsr-3897	111	238	n	n	CCONJ
fsr-3897	111	239	(	(	PUNCT
fsr-3897	111	240	actual	actual	ADJ
fsr-3897	111	241	level2	level2	PROPN
fsr-3897	111	242	forecasted	forecast	VERB
fsr-3897	111	243	level)/actual	level)/actual	ADJ
fsr-3897	111	244	level	level	NOUN
fsr-3897	111	245	;	;	PUNCT
fsr-3897	111	246	mape	mape	NOUN
fsr-3897	111	247	is	be	AUX
fsr-3897	111	248	the	the	DET
fsr-3897	111	249	mean	mean	NOUN
fsr-3897	111	250	of	of	ADP
fsr-3897	111	251	the	the	DET
fsr-3897	111	252	absolute	absolute	ADJ
fsr-3897	111	253	values	value	NOUN
fsr-3897	111	254	of	of	ADP
fsr-3897	111	255	the	the	DET
fsr-3897	111	256	prediction	prediction	NOUN
fsr-3897	111	257	errors	error	NOUN
fsr-3897	111	258	.	.	PUNCT
fsr-3897	112	1	b	b	X
fsr-3897	112	2	gpa	gpa	PROPN
fsr-3897	112	3	is	be	AUX
fsr-3897	112	4	the	the	DET
fsr-3897	112	5	grade	grade	NOUN
fsr-3897	112	6	point	point	NOUN
fsr-3897	112	7	average	average	NOUN
fsr-3897	112	8	taken	take	VERB
fsr-3897	112	9	at	at	ADP
fsr-3897	112	10	the	the	DET
fsr-3897	112	11	beginning	beginning	NOUN
fsr-3897	112	12	of	of	ADP
fsr-3897	112	13	the	the	DET
fsr-3897	112	14	semester	semester	NOUN
fsr-3897	112	15	,	,	PUNCT
fsr-3897	112	16	and	and	CCONJ
fsr-3897	112	17	pg	pg	PROPN
fsr-3897	112	18	is	be	AUX
fsr-3897	112	19	the	the	DET
fsr-3897	112	20	letter	letter	NOUN
fsr-3897	112	21	grade	grade	NOUN
fsr-3897	112	22	received	receive	VERB
fsr-3897	112	23	in	in	ADP
fsr-3897	112	24	the	the	DET
fsr-3897	112	25	prerequisite	prerequisite	NOUN
fsr-3897	112	26	course	course	NOUN
fsr-3897	112	27	.	.	PUNCT
fsr-3897	113	1	*	*	PUNCT
fsr-3897	113	2	significant	significant	ADJ
fsr-3897	113	3	at	at	ADP
fsr-3897	113	4	the	the	DET
fsr-3897	113	5	10	10	NUM
fsr-3897	113	6	%	%	NOUN
fsr-3897	113	7	level	level	NOUN
fsr-3897	113	8	.	.	PUNCT
fsr-3897	114	1	258	258	NUM
fsr-3897	114	2	j.c	j.c	PROPN
fsr-3897	114	3	.	.	PROPN
fsr-3897	114	4	alexander	alexander	PROPN
fsr-3897	114	5	,	,	PUNCT
fsr-3897	114	6	r.b	r.b	PROPN
fsr-3897	114	7	.	.	PROPN
fsr-3897	114	8	mcelreath	mcelreath	PROPN
fsr-3897	114	9	/	/	SYM
fsr-3897	114	10	financial	financial	ADJ
fsr-3897	114	11	services	service	NOUN
fsr-3897	114	12	review	review	VERB
fsr-3897	114	13	8	8	NUM
fsr-3897	114	14	(	(	PUNCT
fsr-3897	114	15	1999	1999	NUM
fsr-3897	114	16	)	)	PUNCT
fsr-3897	115	1	253–260	253–260	NUM
fsr-3897	115	2	(	(	PUNCT
fsr-3897	115	3	group	group	NOUN
fsr-3897	115	4	6	6	NUM
fsr-3897	115	5	)	)	PUNCT
fsr-3897	115	6	.	.	PUNCT
fsr-3897	116	1	comparing	compare	VERB
fsr-3897	116	2	the	the	DET
fsr-3897	116	3	results	result	NOUN
fsr-3897	116	4	from	from	ADP
fsr-3897	116	5	tables	table	NOUN
fsr-3897	116	6	2	2	NUM
fsr-3897	116	7	and	and	CCONJ
fsr-3897	116	8	3	3	NUM
fsr-3897	116	9	,	,	PUNCT
fsr-3897	116	10	we	we	PRON
fsr-3897	116	11	find	find	VERB
fsr-3897	116	12	that	that	SCONJ
fsr-3897	116	13	those	those	DET
fsr-3897	116	14	student	student	NOUN
fsr-3897	116	15	groups	group	NOUN
fsr-3897	116	16	exhibiting	exhibit	VERB
fsr-3897	116	17	the	the	DET
fsr-3897	116	18	best	good	ADJ
fsr-3897	116	19	forecast	forecast	NOUN
fsr-3897	116	20	accuracy	accuracy	NOUN
fsr-3897	116	21	also	also	ADV
fsr-3897	116	22	tend	tend	VERB
fsr-3897	116	23	to	to	PART
fsr-3897	116	24	be	be	AUX
fsr-3897	116	25	unbiased	unbiased	ADJ
fsr-3897	116	26	in	in	ADP
fsr-3897	116	27	their	their	PRON
fsr-3897	116	28	expectations	expectation	NOUN
fsr-3897	116	29	.	.	PUNCT
fsr-3897	117	1	5	5	X
fsr-3897	117	2	.	.	X
fsr-3897	117	3	conclusions	conclusion	NOUN
fsr-3897	117	4	using	use	VERB
fsr-3897	117	5	student	student	NOUN
fsr-3897	117	6	forecasts	forecast	NOUN
fsr-3897	117	7	of	of	ADP
fsr-3897	117	8	the	the	DET
fsr-3897	117	9	djia	djia	NOUN
fsr-3897	117	10	,	,	PUNCT
fsr-3897	117	11	we	we	PRON
fsr-3897	117	12	find	find	VERB
fsr-3897	117	13	that	that	SCONJ
fsr-3897	117	14	students	student	NOUN
fsr-3897	117	15	fail	fail	VERB
fsr-3897	117	16	to	to	PART
fsr-3897	117	17	outperform	outperform	VERB
fsr-3897	117	18	a	a	DET
fsr-3897	117	19	random	random	ADJ
fsr-3897	117	20	walk	walk	NOUN
fsr-3897	117	21	forecast	forecast	VERB
fsr-3897	117	22	over	over	ADP
fsr-3897	117	23	the	the	DET
fsr-3897	117	24	entire	entire	ADJ
fsr-3897	117	25	sample	sample	NOUN
fsr-3897	117	26	period	period	NOUN
fsr-3897	117	27	.	.	PUNCT
fsr-3897	118	1	more	more	ADV
fsr-3897	118	2	specifically	specifically	ADV
fsr-3897	118	3	,	,	PUNCT
fsr-3897	118	4	the	the	DET
fsr-3897	118	5	students	student	NOUN
fsr-3897	118	6	only	only	ADV
fsr-3897	118	7	outperform	outperform	VERB
fsr-3897	118	8	a	a	DET
fsr-3897	118	9	random	random	ADJ
fsr-3897	118	10	walk	walk	NOUN
fsr-3897	118	11	model	model	NOUN
fsr-3897	118	12	in	in	ADP
fsr-3897	118	13	one	one	NUM
fsr-3897	118	14	out	out	ADP
fsr-3897	118	15	of	of	ADP
fsr-3897	118	16	four	four	NUM
fsr-3897	118	17	semesters	semester	NOUN
fsr-3897	118	18	.	.	PUNCT
fsr-3897	119	1	comparing	compare	VERB
fsr-3897	119	2	the	the	DET
fsr-3897	119	3	forecast	forecast	NOUN
fsr-3897	119	4	accuracy	accuracy	NOUN
fsr-3897	119	5	among	among	ADP
fsr-3897	119	6	different	different	ADJ
fsr-3897	119	7	groups	group	NOUN
fsr-3897	119	8	of	of	ADP
fsr-3897	119	9	students	student	NOUN
fsr-3897	119	10	,	,	PUNCT
fsr-3897	119	11	we	we	PRON
fsr-3897	119	12	find	find	VERB
fsr-3897	119	13	that	that	SCONJ
fsr-3897	119	14	senior	senior	ADJ
fsr-3897	119	15	-	-	PUNCT
fsr-3897	119	16	level	level	NOUN
fsr-3897	119	17	students	student	NOUN
fsr-3897	119	18	who	who	PRON
fsr-3897	119	19	received	receive	VERB
fsr-3897	119	20	an	an	DET
fsr-3897	119	21	above	above	ADJ
fsr-3897	119	22	average	average	ADJ
fsr-3897	119	23	grade	grade	NOUN
fsr-3897	119	24	in	in	ADP
fsr-3897	119	25	the	the	DET
fsr-3897	119	26	“	"	PUNCT
fsr-3897	119	27	fundamentals	fundamental	NOUN
fsr-3897	119	28	of	of	ADP
fsr-3897	119	29	investments	investment	NOUN
fsr-3897	119	30	”	"	PUNCT
fsr-3897	119	31	class	class	NOUN
fsr-3897	119	32	provide	provide	VERB
fsr-3897	119	33	more	more	ADV
fsr-3897	119	34	accurate	accurate	ADJ
fsr-3897	119	35	forecasts	forecast	NOUN
fsr-3897	119	36	than	than	ADP
fsr-3897	119	37	all	all	DET
fsr-3897	119	38	other	other	ADJ
fsr-3897	119	39	students	student	NOUN
fsr-3897	119	40	in	in	ADP
fsr-3897	119	41	the	the	DET
fsr-3897	119	42	sample	sample	NOUN
fsr-3897	119	43	.	.	PUNCT
fsr-3897	120	1	the	the	DET
fsr-3897	120	2	forecasting	forecasting	NOUN
fsr-3897	120	3	ability	ability	NOUN
fsr-3897	120	4	of	of	ADP
fsr-3897	120	5	these	these	DET
fsr-3897	120	6	seniors	senior	NOUN
fsr-3897	120	7	may	may	AUX
fsr-3897	120	8	result	result	VERB
fsr-3897	120	9	from	from	ADP
fsr-3897	120	10	their	their	PRON
fsr-3897	120	11	investment	investment	NOUN
fsr-3897	120	12	knowledge	knowledge	NOUN
fsr-3897	120	13	,	,	PUNCT
fsr-3897	120	14	which	which	PRON
fsr-3897	120	15	may	may	AUX
fsr-3897	120	16	allow	allow	VERB
fsr-3897	120	17	them	they	PRON
fsr-3897	120	18	to	to	PART
fsr-3897	120	19	apply	apply	VERB
fsr-3897	120	20	more	more	ADV
fsr-3897	120	21	sophisticated	sophisticated	ADJ
fsr-3897	120	22	information	information	NOUN
fsr-3897	120	23	and	and	CCONJ
fsr-3897	120	24	techniques	technique	NOUN
fsr-3897	120	25	in	in	ADP
fsr-3897	120	26	estimating	estimate	VERB
fsr-3897	120	27	the	the	DET
fsr-3897	120	28	djia	djia	PROPN
fsr-3897	120	29	.	.	PUNCT
fsr-3897	121	1	this	this	DET
fsr-3897	121	2	finding	finding	NOUN
fsr-3897	121	3	suggests	suggest	VERB
fsr-3897	121	4	that	that	SCONJ
fsr-3897	121	5	an	an	DET
fsr-3897	121	6	above	above	ADJ
fsr-3897	121	7	average	average	ADJ
fsr-3897	121	8	understanding	understanding	NOUN
fsr-3897	121	9	of	of	ADP
fsr-3897	121	10	investments	investment	NOUN
fsr-3897	121	11	prior	prior	ADV
fsr-3897	121	12	to	to	ADP
fsr-3897	121	13	entering	enter	VERB
fsr-3897	121	14	the	the	DET
fsr-3897	121	15	market	market	NOUN
fsr-3897	121	16	may	may	AUX
fsr-3897	121	17	benefit	benefit	VERB
fsr-3897	121	18	investors	investor	NOUN
fsr-3897	121	19	.	.	PUNCT
fsr-3897	122	1	with	with	ADP
fsr-3897	122	2	respect	respect	NOUN
fsr-3897	122	3	to	to	ADP
fsr-3897	122	4	any	any	DET
fsr-3897	122	5	bias	bias	NOUN
fsr-3897	122	6	in	in	ADP
fsr-3897	122	7	expectations	expectation	NOUN
fsr-3897	122	8	,	,	PUNCT
fsr-3897	122	9	the	the	DET
fsr-3897	122	10	junior	junior	ADJ
fsr-3897	122	11	-	-	PUNCT
fsr-3897	122	12	level	level	NOUN
fsr-3897	122	13	and	and	CCONJ
fsr-3897	122	14	female	female	ADJ
fsr-3897	122	15	students	student	NOUN
fsr-3897	122	16	in	in	ADP
fsr-3897	122	17	our	our	PRON
fsr-3897	122	18	sample	sample	NOUN
fsr-3897	122	19	tend	tend	VERB
fsr-3897	122	20	to	to	PART
fsr-3897	122	21	be	be	AUX
fsr-3897	122	22	pessimistic	pessimistic	ADJ
fsr-3897	122	23	in	in	ADP
fsr-3897	122	24	their	their	PRON
fsr-3897	122	25	expectations	expectation	NOUN
fsr-3897	122	26	,	,	PUNCT
fsr-3897	122	27	whereas	whereas	SCONJ
fsr-3897	122	28	the	the	DET
fsr-3897	122	29	senior	senior	ADJ
fsr-3897	122	30	-	-	PUNCT
fsr-3897	122	31	level	level	NOUN
fsr-3897	122	32	and	and	CCONJ
fsr-3897	122	33	male	male	ADJ
fsr-3897	122	34	students	student	NOUN
fsr-3897	122	35	tend	tend	VERB
fsr-3897	122	36	to	to	PART
fsr-3897	122	37	be	be	AUX
fsr-3897	122	38	unbiased	unbiased	ADJ
fsr-3897	122	39	.	.	PUNCT
fsr-3897	123	1	the	the	DET
fsr-3897	123	2	pessimism	pessimism	NOUN
fsr-3897	123	3	of	of	ADP
fsr-3897	123	4	the	the	DET
fsr-3897	123	5	juniors	junior	NOUN
fsr-3897	123	6	can	can	AUX
fsr-3897	123	7	be	be	AUX
fsr-3897	123	8	attributed	attribute	VERB
fsr-3897	123	9	to	to	ADP
fsr-3897	123	10	poorer	poor	ADJ
fsr-3897	123	11	performing	perform	VERB
fsr-3897	123	12	students	student	NOUN
fsr-3897	123	13	(	(	PUNCT
fsr-3897	123	14	measured	measure	VERB
fsr-3897	123	15	by	by	ADP
fsr-3897	123	16	their	their	PRON
fsr-3897	123	17	gpa	gpa	NOUN
fsr-3897	123	18	and	and	CCONJ
fsr-3897	123	19	grade	grade	NOUN
fsr-3897	123	20	in	in	ADP
fsr-3897	123	21	prerequisite	prerequisite	PROPN
fsr-3897	123	22	class	class	NOUN
fsr-3897	123	23	)	)	PUNCT
fsr-3897	123	24	.	.	PUNCT
fsr-3897	124	1	this	this	PRON
fsr-3897	124	2	suggests	suggest	VERB
fsr-3897	124	3	table	table	NOUN
fsr-3897	124	4	3	3	NUM
fsr-3897	124	5	tests	test	NOUN
fsr-3897	124	6	for	for	ADP
fsr-3897	124	7	the	the	DET
fsr-3897	124	8	biasedness	biasedness	NOUN
fsr-3897	124	9	of	of	ADP
fsr-3897	124	10	student	student	NOUN
fsr-3897	124	11	forecasts	forecast	NOUN
fsr-3897	124	12	:	:	PUNCT
fsr-3897	124	13	the	the	DET
fsr-3897	124	14	null	null	ADJ
fsr-3897	124	15	hypothesis	hypothesis	NOUN
fsr-3897	124	16	of	of	ADP
fsr-3897	124	17	unbiasedness	unbiasedness	NOUN
fsr-3897	124	18	is	be	AUX
fsr-3897	124	19	that	that	SCONJ
fsr-3897	124	20	the	the	DET
fsr-3897	124	21	coefficients	coefficient	NOUN
fsr-3897	124	22	associated	associate	VERB
fsr-3897	124	23	with	with	ADP
fsr-3897	124	24	ß	ß	PRON
fsr-3897	124	25	will	will	AUX
fsr-3897	124	26	not	not	PART
fsr-3897	124	27	differ	differ	VERB
fsr-3897	124	28	significantly	significantly	ADV
fsr-3897	124	29	from	from	ADP
fsr-3897	124	30	1	1	NUM
fsr-3897	124	31	(	(	PUNCT
fsr-3897	124	32	regression	regression	NOUN
fsr-3897	124	33	equation	equation	NOUN
fsr-3897	124	34	:	:	PUNCT
fsr-3897	124	35	actual	actual	ADJ
fsr-3897	124	36	value5	value5	NOUN
fsr-3897	125	1	ß	ß	X
fsr-3897	125	2	[	[	X
fsr-3897	125	3	forecasted	forecast	VERB
fsr-3897	125	4	value	value	NOUN
fsr-3897	125	5	]	]	PUNCT
fsr-3897	125	6	)	)	PUNCT
fsr-3897	125	7	group	group	NOUN
fsr-3897	125	8	samplesa	samplesa	PROPN
fsr-3897	125	9	mpeb	mpeb	ADJ
fsr-3897	125	10	%	%	INTJ
fsr-3897	125	11	underc	underc	NOUN
fsr-3897	125	12	ß	ß	DET
fsr-3897	125	13	f	f	NOUN
fsr-3897	125	14	-	-	PUNCT
fsr-3897	125	15	test	test	NOUN
fsr-3897	125	16	p	p	NOUN
fsr-3897	125	17	-	-	PUNCT
fsr-3897	125	18	value	value	NOUN
fsr-3897	125	19	1	1	NUM
fsr-3897	125	20	)	)	PUNCT
fsr-3897	125	21	all	all	DET
fsr-3897	125	22	students	student	NOUN
fsr-3897	125	23	.23	.23	NUM
fsr-3897	125	24	%	%	NOUN
fsr-3897	125	25	47.3	47.3	NUM
fsr-3897	125	26	%	%	NOUN
fsr-3897	125	27	1.003	1.003	NUM
fsr-3897	125	28	1.76	1.76	NUM
fsr-3897	125	29	.19	.19	NUM
fsr-3897	125	30	2	2	NUM
fsr-3897	125	31	)	)	PUNCT
fsr-3897	125	32	females	female	NOUN
fsr-3897	125	33	1.08	1.08	NUM
fsr-3897	125	34	58.8	58.8	NUM
fsr-3897	125	35	1.012	1.012	NUM
fsr-3897	125	36	3.68	3.68	NUM
fsr-3897	125	37	*	*	SYM
fsr-3897	125	38	.06	.06	NUM
fsr-3897	126	1	males	male	NOUN
fsr-3897	127	1	2.14	2.14	NUM
fsr-3897	127	2	42.3	42.3	NUM
fsr-3897	127	3	1.000	1.000	NUM
fsr-3897	127	4	.00	.00	NUM
fsr-3897	127	5	.99	.99	NUM
fsr-3897	127	6	3	3	NUM
fsr-3897	127	7	)	)	PUNCT
fsr-3897	127	8	juniors	junior	NOUN
fsr-3897	127	9	.50	.50	NUM
fsr-3897	127	10	51.4	51.4	NUM
fsr-3897	127	11	1.007	1.007	NUM
fsr-3897	127	12	4.58	4.58	NUM
fsr-3897	127	13	*	*	SYM
fsr-3897	127	14	.03	.03	NUM
fsr-3897	127	15	seniors	senior	NOUN
fsr-3897	127	16	2.08	2.08	NUM
fsr-3897	127	17	42.6	42.6	NUM
fsr-3897	127	18	.999	.999	NUM
fsr-3897	127	19	.01	.01	NUM
fsr-3897	127	20	.94	.94	NUM
fsr-3897	127	21	4	4	NUM
fsr-3897	127	22	)	)	PUNCT
fsr-3897	127	23	gpa	gpa	NOUN
fsr-3897	127	24	,	,	PUNCT
fsr-3897	127	25	3.0	3.0	NUM
fsr-3897	127	26	.47	.47	NUM
fsr-3897	127	27	47.3	47.3	NUM
fsr-3897	127	28	1.006	1.006	NUM
fsr-3897	127	29	2.17	2.17	NUM
fsr-3897	127	30	.14	.14	NUM
fsr-3897	127	31	gpa	gpa	PROPN
fsr-3897	127	32	$	$	SYM
fsr-3897	127	33	3.0	3.0	NUM
fsr-3897	127	34	2.17	2.17	NUM
fsr-3897	127	35	47.4	47.4	NUM
fsr-3897	127	36	1.000	1.000	NUM
fsr-3897	127	37	.01	.01	NUM
fsr-3897	127	38	.93	.93	NUM
fsr-3897	127	39	5	5	NUM
fsr-3897	127	40	)	)	PUNCT
fsr-3897	127	41	pg	pg	PROPN
fsr-3897	127	42	,	,	PUNCT
fsr-3897	127	43	b	b	PROPN
fsr-3897	127	44	.58	.58	NUM
fsr-3897	127	45	46.1	46.1	NUM
fsr-3897	127	46	1.007	1.007	NUM
fsr-3897	127	47	2.08	2.08	NUM
fsr-3897	127	48	.15	.15	NUM
fsr-3897	127	49	pg	pg	NOUN
fsr-3897	127	50	$	$	SYM
fsr-3897	127	51	b	b	NUM
fsr-3897	127	52	2.04	2.04	NUM
fsr-3897	127	53	48.3	48.3	NUM
fsr-3897	127	54	1.001	1.001	NUM
fsr-3897	127	55	.11	.11	NUM
fsr-3897	127	56	.75	.75	NUM
fsr-3897	127	57	6	6	NUM
fsr-3897	127	58	)	)	PUNCT
fsr-3897	127	59	juniors	junior	NOUN
fsr-3897	127	60	,	,	PUNCT
fsr-3897	127	61	gpa	gpa	PROPN
fsr-3897	127	62	,	,	PUNCT
fsr-3897	127	63	3.0	3.0	NUM
fsr-3897	127	64	.73	.73	NUM
fsr-3897	127	65	51.1	51.1	NUM
fsr-3897	127	66	1.009	1.009	NUM
fsr-3897	127	67	4.14	4.14	NUM
fsr-3897	127	68	*	*	SYM
fsr-3897	127	69	.04	.04	NUM
fsr-3897	127	70	juniors	junior	NOUN
fsr-3897	127	71	,	,	PUNCT
fsr-3897	127	72	gpa$	gpa$	PROPN
fsr-3897	127	73	3.0	3.0	NUM
fsr-3897	127	74	.08	.08	NUM
fsr-3897	127	75	52.0	52.0	NUM
fsr-3897	127	76	1.004	1.004	NUM
fsr-3897	127	77	.60	.60	NUM
fsr-3897	127	78	.44	.44	NUM
fsr-3897	127	79	7	7	NUM
fsr-3897	127	80	)	)	PUNCT
fsr-3897	127	81	seniors	senior	NOUN
fsr-3897	127	82	,	,	PUNCT
fsr-3897	127	83	gpa	gpa	PROPN
fsr-3897	127	84	,	,	PUNCT
fsr-3897	127	85	3.0	3.0	NUM
fsr-3897	127	86	.26	.26	NUM
fsr-3897	127	87	42.7	42.7	NUM
fsr-3897	127	88	1.002	1.002	NUM
fsr-3897	127	89	.06	.06	NUM
fsr-3897	127	90	.81	.81	NUM
fsr-3897	127	91	seniors	senior	NOUN
fsr-3897	127	92	,	,	PUNCT
fsr-3897	127	93	gpa$	gpa$	PROPN
fsr-3897	127	94	3.0	3.0	NUM
fsr-3897	127	95	2.29	2.29	NUM
fsr-3897	127	96	42.6	42.6	NUM
fsr-3897	127	97	.997	.997	NUM
fsr-3897	127	98	.37	.37	NUM
fsr-3897	127	99	.54	.54	NUM
fsr-3897	127	100	8)	8)	NUM
fsr-3897	127	101	juniors	junior	NOUN
fsr-3897	127	102	,	,	PUNCT
fsr-3897	127	103	pg	pg	INTJ
fsr-3897	127	104	,	,	PUNCT
fsr-3897	127	105	b	b	PROPN
fsr-3897	127	106	.81	.81	NUM
fsr-3897	127	107	53.7	53.7	NUM
fsr-3897	127	108	1.011	1.011	NUM
fsr-3897	127	109	4.38	4.38	NUM
fsr-3897	127	110	*	*	SYM
fsr-3897	127	111	.04	.04	NUM
fsr-3897	127	112	juniors	junior	NOUN
fsr-3897	127	113	,	,	PUNCT
fsr-3897	127	114	pg$	pg$	PROPN
fsr-3897	127	115	b	b	NUM
fsr-3897	127	116	.21	.21	NUM
fsr-3897	127	117	49.3	49.3	NUM
fsr-3897	127	118	1.004	1.004	NUM
fsr-3897	127	119	.85	.85	NUM
fsr-3897	127	120	.35	.35	NUM
fsr-3897	127	121	9	9	NUM
fsr-3897	127	122	)	)	PUNCT
fsr-3897	127	123	seniors	senior	NOUN
fsr-3897	127	124	,	,	PUNCT
fsr-3897	127	125	pg	pg	INTJ
fsr-3897	127	126	,	,	PUNCT
fsr-3897	127	127	b	b	PROPN
fsr-3897	127	128	.26	.26	NUM
fsr-3897	127	129	35.4	35.4	NUM
fsr-3897	127	130	1.002	1.002	NUM
fsr-3897	127	131	.06	.06	NUM
fsr-3897	127	132	.80	.80	NUM
fsr-3897	127	133	seniors	senior	NOUN
fsr-3897	127	134	,	,	PUNCT
fsr-3897	127	135	pg$	pg$	SYM
fsr-3897	127	136	b	b	NUM
fsr-3897	127	137	2.29	2.29	NUM
fsr-3897	127	138	47.3	47.3	NUM
fsr-3897	127	139	.997	.997	NUM
fsr-3897	127	140	.25	.25	NUM
fsr-3897	127	141	.61	.61	NUM
fsr-3897	127	142	a	a	DET
fsr-3897	127	143	gpa	gpa	PROPN
fsr-3897	127	144	is	be	AUX
fsr-3897	127	145	the	the	DET
fsr-3897	127	146	grade	grade	NOUN
fsr-3897	127	147	point	point	NOUN
fsr-3897	127	148	average	average	NOUN
fsr-3897	127	149	taken	take	VERB
fsr-3897	127	150	at	at	ADP
fsr-3897	127	151	the	the	DET
fsr-3897	127	152	beginning	beginning	NOUN
fsr-3897	127	153	of	of	ADP
fsr-3897	127	154	the	the	DET
fsr-3897	127	155	semester	semester	NOUN
fsr-3897	127	156	,	,	PUNCT
fsr-3897	127	157	and	and	CCONJ
fsr-3897	127	158	pg	pg	PROPN
fsr-3897	127	159	is	be	AUX
fsr-3897	127	160	the	the	DET
fsr-3897	127	161	letter	letter	NOUN
fsr-3897	127	162	grade	grade	NOUN
fsr-3897	127	163	received	receive	VERB
fsr-3897	127	164	in	in	ADP
fsr-3897	127	165	the	the	DET
fsr-3897	127	166	prerequisite	prerequisite	NOUN
fsr-3897	127	167	course	course	NOUN
fsr-3897	127	168	.	.	PUNCT
fsr-3897	128	1	b	b	NOUN
fsr-3897	128	2	mpe	mpe	ADJ
fsr-3897	128	3	5	5	NUM
fsr-3897	128	4	1	1	NUM
fsr-3897	128	5	/	/	SYM
fsr-3897	128	6	n	n	PRON
fsr-3897	128	7	sn51	sn51	PROPN
fsr-3897	128	8	n	n	CCONJ
fsr-3897	128	9	(	(	PUNCT
fsr-3897	128	10	actual	actual	ADJ
fsr-3897	128	11	level2	level2	PROPN
fsr-3897	128	12	forecasted	forecast	VERB
fsr-3897	128	13	level)/actual	level)/actual	ADJ
fsr-3897	128	14	level	level	NOUN
fsr-3897	128	15	.	.	PUNCT
fsr-3897	129	1	c	c	NOUN
fsr-3897	129	2	%	%	NOUN
fsr-3897	129	3	under	under	ADP
fsr-3897	129	4	is	be	AUX
fsr-3897	129	5	the	the	DET
fsr-3897	129	6	percent	percent	NOUN
fsr-3897	129	7	of	of	ADP
fsr-3897	129	8	forecasts	forecast	NOUN
fsr-3897	129	9	that	that	PRON
fsr-3897	129	10	are	be	AUX
fsr-3897	129	11	below	below	ADP
fsr-3897	129	12	the	the	DET
fsr-3897	129	13	actual	actual	ADJ
fsr-3897	129	14	.	.	PUNCT
fsr-3897	130	1	*	*	PUNCT
fsr-3897	130	2	significant	significant	ADJ
fsr-3897	130	3	at	at	ADP
fsr-3897	130	4	the	the	DET
fsr-3897	130	5	10	10	NUM
fsr-3897	130	6	%	%	NOUN
fsr-3897	130	7	level	level	NOUN
fsr-3897	130	8	.	.	PUNCT
fsr-3897	131	1	259j.c	259j.c	NOUN
fsr-3897	131	2	.	.	PUNCT
fsr-3897	132	1	alexander	alexander	PROPN
fsr-3897	132	2	,	,	PUNCT
fsr-3897	132	3	r.b	r.b	PROPN
fsr-3897	132	4	.	.	PROPN
fsr-3897	132	5	mcelreath	mcelreath	PROPN
fsr-3897	132	6	/	/	SYM
fsr-3897	132	7	financial	financial	ADJ
fsr-3897	132	8	services	service	NOUN
fsr-3897	132	9	review	review	VERB
fsr-3897	132	10	8	8	NUM
fsr-3897	132	11	(	(	PUNCT
fsr-3897	132	12	1999	1999	NUM
fsr-3897	132	13	)	)	PUNCT
fsr-3897	132	14	253–260	253–260	NUM
fsr-3897	132	15	that	that	PRON
fsr-3897	132	16	the	the	DET
fsr-3897	132	17	expectations	expectation	NOUN
fsr-3897	132	18	of	of	ADP
fsr-3897	132	19	investors	investor	NOUN
fsr-3897	132	20	may	may	AUX
fsr-3897	132	21	be	be	AUX
fsr-3897	132	22	influenced	influence	VERB
fsr-3897	132	23	by	by	ADP
fsr-3897	132	24	their	their	PRON
fsr-3897	132	25	demographics	demographic	NOUN
fsr-3897	132	26	,	,	PUNCT
fsr-3897	132	27	exposure	exposure	NOUN
fsr-3897	132	28	to	to	ADP
fsr-3897	132	29	information	information	NOUN
fsr-3897	132	30	,	,	PUNCT
fsr-3897	132	31	and/or	and/or	CCONJ
fsr-3897	132	32	their	their	PRON
fsr-3897	132	33	job	job	NOUN
fsr-3897	132	34	performance	performance	NOUN
fsr-3897	132	35	.	.	PUNCT
fsr-3897	133	1	acknowledgments	acknowledgment	NOUN
fsr-3897	133	2	the	the	DET
fsr-3897	133	3	authors	author	NOUN
fsr-3897	133	4	thank	thank	VERB
fsr-3897	133	5	donald	donald	PROPN
fsr-3897	133	6	nast	nast	PROPN
fsr-3897	133	7	,	,	PUNCT
fsr-3897	133	8	the	the	DET
fsr-3897	133	9	originator	originator	NOUN
fsr-3897	133	10	of	of	ADP
fsr-3897	133	11	the	the	DET
fsr-3897	133	12	student	student	NOUN
fsr-3897	133	13	questionaire	questionaire	NOUN
fsr-3897	133	14	,	,	PUNCT
fsr-3897	133	15	and	and	CCONJ
fsr-3897	133	16	the	the	DET
fsr-3897	133	17	reviewers	reviewer	NOUN
fsr-3897	133	18	for	for	ADP
fsr-3897	133	19	their	their	PRON
fsr-3897	133	20	helpful	helpful	ADJ
fsr-3897	133	21	comments	comment	NOUN
fsr-3897	133	22	.	.	PUNCT
fsr-3897	134	1	references	reference	NOUN
fsr-3897	134	2	brown	brown	PROPN
fsr-3897	134	3	,	,	PUNCT
fsr-3897	134	4	b.	b.	PROPN
fsr-3897	134	5	w.	w.	PROPN
fsr-3897	134	6	&	&	CCONJ
fsr-3897	134	7	maital	maital	PROPN
fsr-3897	134	8	s.	s.	PROPN
fsr-3897	134	9	(	(	PUNCT
fsr-3897	134	10	1981	1981	NUM
fsr-3897	134	11	)	)	PUNCT
fsr-3897	134	12	.	.	PUNCT
fsr-3897	135	1	what	what	PRON
fsr-3897	135	2	do	do	AUX
fsr-3897	135	3	economists	economist	NOUN
fsr-3897	135	4	know	know	VERB
fsr-3897	135	5	?	?	PUNCT
fsr-3897	136	1	an	an	DET
fsr-3897	136	2	empirical	empirical	ADJ
fsr-3897	136	3	study	study	NOUN
fsr-3897	136	4	of	of	ADP
fsr-3897	136	5	experts	expert	NOUN
fsr-3897	136	6	’	’	PART
fsr-3897	136	7	expectations	expectation	NOUN
fsr-3897	136	8	.	.	PUNCT
fsr-3897	137	1	econometrica	econometrica	PROPN
fsr-3897	137	2	,	,	PUNCT
fsr-3897	137	3	49,491–504	49,491–504	NUM
fsr-3897	137	4	.	.	PUNCT
fsr-3897	138	1	de	de	PROPN
fsr-3897	138	2	bondt	bondt	PROPN
fsr-3897	138	3	,	,	PUNCT
fsr-3897	138	4	w.	w.	PROPN
fsr-3897	138	5	f.	f.	PROPN
fsr-3897	138	6	(	(	PUNCT
fsr-3897	138	7	1991	1991	NUM
fsr-3897	138	8	)	)	PUNCT
fsr-3897	138	9	.	.	PUNCT
fsr-3897	139	1	what	what	PRON
fsr-3897	139	2	do	do	AUX
fsr-3897	139	3	economists	economist	NOUN
fsr-3897	139	4	know	know	VERB
fsr-3897	139	5	about	about	ADP
fsr-3897	139	6	the	the	DET
fsr-3897	139	7	stock	stock	NOUN
fsr-3897	139	8	market?journal	market?journal	PROPN
fsr-3897	139	9	of	of	ADP
fsr-3897	139	10	portfolio	portfolio	NOUN
fsr-3897	139	11	management	management	NOUN
fsr-3897	139	12	,	,	PUNCT
fsr-3897	139	13	17	17	NUM
fsr-3897	139	14	,	,	PUNCT
fsr-3897	139	15	84–91	84–91	NUM
fsr-3897	139	16	.	.	PUNCT
fsr-3897	139	17	de	de	PROPN
fsr-3897	139	18	bondt	bondt	PROPN
fsr-3897	139	19	,	,	PUNCT
fsr-3897	139	20	w.	w.	PROPN
fsr-3897	139	21	f.	f.	PROPN
fsr-3897	139	22	(	(	PUNCT
fsr-3897	139	23	1993	1993	NUM
fsr-3897	139	24	)	)	PUNCT
fsr-3897	139	25	.	.	PUNCT
fsr-3897	140	1	betting	bet	VERB
fsr-3897	140	2	on	on	ADP
fsr-3897	140	3	trends	trend	NOUN
fsr-3897	140	4	:	:	PUNCT
fsr-3897	140	5	intuitive	intuitive	ADJ
fsr-3897	140	6	forecasts	forecast	NOUN
fsr-3897	140	7	of	of	ADP
fsr-3897	140	8	financial	financial	ADJ
fsr-3897	140	9	risk	risk	NOUN
fsr-3897	140	10	and	and	CCONJ
fsr-3897	140	11	return.international	return.international	ADJ
fsr-3897	140	12	journal	journal	NOUN
fsr-3897	140	13	of	of	ADP
fsr-3897	140	14	forecasting	forecasting	NOUN
fsr-3897	140	15	,	,	PUNCT
fsr-3897	140	16	9,355–371	9,355–371	NUM
fsr-3897	140	17	.	.	PUNCT
fsr-3897	141	1	dokko	dokko	ADJ
fsr-3897	141	2	,	,	PUNCT
fsr-3897	141	3	y.	y.	PROPN
fsr-3897	141	4	&	&	CCONJ
fsr-3897	141	5	edelstein	edelstein	PROPN
fsr-3897	141	6	r.	r.	PROPN
fsr-3897	141	7	(	(	PUNCT
fsr-3897	141	8	1989	1989	NUM
fsr-3897	141	9	)	)	PUNCT
fsr-3897	141	10	.	.	PUNCT
fsr-3897	142	1	how	how	SCONJ
fsr-3897	142	2	well	well	ADV
fsr-3897	142	3	do	do	AUX
fsr-3897	142	4	economists	economist	NOUN
fsr-3897	142	5	forecast	forecast	VERB
fsr-3897	142	6	stock	stock	NOUN
fsr-3897	142	7	market	market	NOUN
fsr-3897	142	8	prices	price	NOUN
fsr-3897	142	9	?	?	PUNCT
fsr-3897	143	1	a	a	DET
fsr-3897	143	2	study	study	NOUN
fsr-3897	143	3	of	of	ADP
fsr-3897	143	4	the	the	DET
fsr-3897	143	5	livingston	livingston	PROPN
fsr-3897	143	6	surveys.american	surveys.american	PROPN
fsr-3897	143	7	economic	economic	ADJ
fsr-3897	143	8	review	review	NOUN
fsr-3897	143	9	,	,	PUNCT
fsr-3897	143	10	79,865–871	79,865–871	X
fsr-3897	143	11	.	.	PUNCT
fsr-3897	144	1	lakonishok	lakonishok	PROPN
fsr-3897	144	2	,	,	PUNCT
fsr-3897	144	3	j.	j.	PROPN
fsr-3897	144	4	(	(	PUNCT
fsr-3897	144	5	1980	1980	NUM
fsr-3897	144	6	)	)	PUNCT
fsr-3897	144	7	.	.	PUNCT
fsr-3897	145	1	stock	stock	NOUN
fsr-3897	145	2	market	market	NOUN
fsr-3897	145	3	return	return	NOUN
fsr-3897	145	4	expectations	expectation	NOUN
fsr-3897	145	5	:	:	PUNCT
fsr-3897	145	6	some	some	DET
fsr-3897	145	7	general	general	ADJ
fsr-3897	145	8	properties.journal	properties.journal	PROPN
fsr-3897	145	9	of	of	ADP
fsr-3897	145	10	finance	finance	NOUN
fsr-3897	145	11	,	,	PUNCT
fsr-3897	145	12	35	35	NUM
fsr-3897	145	13	,	,	PUNCT
fsr-3897	145	14	921–930	921–930	NUM
fsr-3897	145	15	.	.	PUNCT
fsr-3897	146	1	pearce	pearce	PROPN
fsr-3897	146	2	,	,	PUNCT
fsr-3897	146	3	d.	d.	PROPN
fsr-3897	146	4	k.	k.	PROPN
fsr-3897	146	5	(	(	PUNCT
fsr-3897	146	6	1984	1984	NUM
fsr-3897	146	7	)	)	PUNCT
fsr-3897	146	8	.	.	PUNCT
fsr-3897	147	1	an	an	DET
fsr-3897	147	2	empirical	empirical	ADJ
fsr-3897	147	3	analysis	analysis	NOUN
fsr-3897	147	4	of	of	ADP
fsr-3897	147	5	expected	expect	VERB
fsr-3897	147	6	stock	stock	NOUN
fsr-3897	147	7	price	price	NOUN
fsr-3897	147	8	movements.journal	movements.journal	PROPN
fsr-3897	147	9	of	of	ADP
fsr-3897	147	10	money	money	NOUN
fsr-3897	147	11	,	,	PUNCT
fsr-3897	147	12	credit	credit	NOUN
fsr-3897	147	13	,	,	PUNCT
fsr-3897	147	14	and	and	CCONJ
fsr-3897	147	15	banking	banking	NOUN
fsr-3897	147	16	,	,	PUNCT
fsr-3897	147	17	16,317–327	16,317–327	PROPN
fsr-3897	147	18	.	.	PROPN
fsr-3897	147	19	260	260	NUM
fsr-3897	148	1	j.c	j.c	PROPN
fsr-3897	148	2	.	.	PROPN
fsr-3897	148	3	alexander	alexander	PROPN
fsr-3897	148	4	,	,	PUNCT
fsr-3897	148	5	r.b	r.b	PROPN
fsr-3897	148	6	.	.	PROPN
fsr-3897	148	7	mcelreath	mcelreath	PROPN
fsr-3897	148	8	/	/	SYM
fsr-3897	148	9	financial	financial	ADJ
fsr-3897	148	10	services	service	NOUN
fsr-3897	148	11	review	review	VERB
fsr-3897	148	12	8	8	NUM
fsr-3897	148	13	(	(	PUNCT
fsr-3897	148	14	1999	1999	NUM
fsr-3897	148	15	)	)	PUNCT
fsr-3897	148	16	253–260	253–260	NUM