id	sid	tid	token	lemma	pos
absel-1002	1	1	investment	investment	NOUN
absel-1002	1	2	analysis	analysis	NOUN
absel-1002	1	3	applications	application	NOUN
absel-1002	1	4	using	use	VERB
absel-1002	1	5	in	in	ADP
absel-1002	1	6	house	house	NOUN
absel-1002	1	7	spreadsheet	spreadsheet	NOUN
absel-1002	1	8	models	model	NOUN
absel-1002	1	9	developments	development	NOUN
absel-1002	1	10	in	in	ADP
absel-1002	1	11	business	business	NOUN
absel-1002	1	12	simulation	simulation	NOUN
absel-1002	1	13	and	and	CCONJ
absel-1002	1	14	experiential	experiential	ADJ
absel-1002	1	15	learning	learning	NOUN
absel-1002	1	16	,	,	PUNCT
absel-1002	1	17	volume	volume	NOUN
absel-1002	1	18	25	25	NUM
absel-1002	1	19	,	,	PUNCT
absel-1002	1	20	1998	1998	NUM
absel-1002	1	21	investment	investment	NOUN
absel-1002	1	22	analysis	analysis	NOUN
absel-1002	1	23	applications	application	NOUN
absel-1002	1	24	using	use	VERB
absel-1002	1	25	in	in	ADP
absel-1002	1	26	-	-	PUNCT
absel-1002	1	27	house	house	NOUN
absel-1002	1	28	spreadsheet	spreadsheet	NOUN
absel-1002	1	29	models	model	NOUN
absel-1002	1	30	lee	lee	PROPN
absel-1002	1	31	tangedahl	tangedahl	PROPN
absel-1002	1	32	,	,	PUNCT
absel-1002	1	33	university	university	PROPN
absel-1002	1	34	of	of	ADP
absel-1002	1	35	montana	montana	PROPN
absel-1002	1	36	timothy	timothy	PROPN
absel-1002	1	37	a.	a.	PROPN
absel-1002	1	38	manuel	manuel	PROPN
absel-1002	1	39	,	,	PUNCT
absel-1002	1	40	university	university	PROPN
absel-1002	1	41	of	of	ADP
absel-1002	1	42	montana	montana	PROPN
absel-1002	1	43	abstract	abstract	ADV
absel-1002	1	44	this	this	DET
absel-1002	1	45	paper	paper	NOUN
absel-1002	1	46	describes	describe	VERB
absel-1002	1	47	a	a	DET
absel-1002	1	48	spreadsheet	spreadsheet	NOUN
absel-1002	1	49	package	package	NOUN
absel-1002	1	50	which	which	PRON
absel-1002	1	51	has	have	AUX
absel-1002	1	52	been	be	AUX
absel-1002	1	53	used	use	VERB
absel-1002	1	54	in	in	ADP
absel-1002	1	55	investments	investment	NOUN
absel-1002	1	56	classes	class	NOUN
absel-1002	1	57	as	as	ADV
absel-1002	1	58	well	well	ADV
absel-1002	1	59	as	as	ADP
absel-1002	1	60	in	in	ADP
absel-1002	1	61	computer	computer	NOUN
absel-1002	1	62	application	application	NOUN
absel-1002	1	63	classes	class	NOUN
absel-1002	1	64	.	.	PUNCT
absel-1002	2	1	the	the	DET
absel-1002	2	2	spreadsheet	spreadsheet	NOUN
absel-1002	2	3	package	package	NOUN
absel-1002	2	4	is	be	AUX
absel-1002	2	5	menu	menu	NOUN
absel-1002	2	6	driven	drive	VERB
absel-1002	2	7	and	and	CCONJ
absel-1002	2	8	(	(	PUNCT
absel-1002	2	9	among	among	ADP
absel-1002	2	10	other	other	ADJ
absel-1002	2	11	things	thing	NOUN
absel-1002	2	12	)	)	PUNCT
absel-1002	2	13	generates	generate	VERB
absel-1002	2	14	statistical	statistical	ADJ
absel-1002	2	15	and	and	CCONJ
absel-1002	2	16	regression	regression	VERB
absel-1002	2	17	analysis	analysis	NOUN
absel-1002	2	18	and	and	CCONJ
absel-1002	2	19	solves	solve	VERB
absel-1002	2	20	the	the	DET
absel-1002	2	21	quadratic	quadratic	ADJ
absel-1002	2	22	equations	equation	NOUN
absel-1002	2	23	necessary	necessary	ADJ
absel-1002	2	24	to	to	PART
absel-1002	2	25	find	find	VERB
absel-1002	2	26	the	the	DET
absel-1002	2	27	efficient	efficient	ADJ
absel-1002	2	28	frontier	frontier	NOUN
absel-1002	2	29	.	.	PUNCT
absel-1002	3	1	the	the	DET
absel-1002	3	2	program	program	NOUN
absel-1002	3	3	allows	allow	VERB
absel-1002	3	4	the	the	DET
absel-1002	3	5	student	student	NOUN
absel-1002	3	6	to	to	PART
absel-1002	3	7	easily	easily	ADV
absel-1002	3	8	apply	apply	VERB
absel-1002	3	9	the	the	DET
absel-1002	3	10	major	major	ADJ
absel-1002	3	11	results	result	NOUN
absel-1002	3	12	of	of	ADP
absel-1002	3	13	modern	modern	ADJ
absel-1002	3	14	portfolio	portfolio	NOUN
absel-1002	3	15	theory	theory	NOUN
absel-1002	3	16	in	in	ADP
absel-1002	3	17	a	a	DET
absel-1002	3	18	realistic	realistic	ADJ
absel-1002	3	19	fashion	fashion	NOUN
absel-1002	3	20	using	use	VERB
absel-1002	3	21	actual	actual	ADJ
absel-1002	3	22	stock	stock	NOUN
absel-1002	3	23	return	return	NOUN
absel-1002	3	24	data	datum	NOUN
absel-1002	3	25	.	.	PUNCT
absel-1002	4	1	introduction	introduction	NOUN
absel-1002	4	2	we	we	PRON
absel-1002	4	3	have	have	AUX
absel-1002	4	4	designed	design	VERB
absel-1002	4	5	a	a	DET
absel-1002	4	6	spreadsheet	spreadsheet	NOUN
absel-1002	4	7	package	package	NOUN
absel-1002	4	8	which	which	PRON
absel-1002	4	9	can	can	AUX
absel-1002	4	10	be	be	AUX
absel-1002	4	11	used	use	VERB
absel-1002	4	12	to	to	PART
absel-1002	4	13	illustrate	illustrate	VERB
absel-1002	4	14	several	several	ADJ
absel-1002	4	15	quantitative	quantitative	ADJ
absel-1002	4	16	investment	investment	NOUN
absel-1002	4	17	analysis	analysis	NOUN
absel-1002	4	18	tools	tool	NOUN
absel-1002	4	19	commonly	commonly	ADV
absel-1002	4	20	encountered	encounter	VERB
absel-1002	4	21	in	in	ADP
absel-1002	4	22	investments	investment	NOUN
absel-1002	4	23	classes	class	NOUN
absel-1002	4	24	.	.	PUNCT
absel-1002	5	1	the	the	DET
absel-1002	5	2	package	package	NOUN
absel-1002	5	3	has	have	AUX
absel-1002	5	4	also	also	ADV
absel-1002	5	5	been	be	AUX
absel-1002	5	6	used	use	VERB
absel-1002	5	7	to	to	PART
absel-1002	5	8	demonstrate	demonstrate	VERB
absel-1002	5	9	spreadsheet	spreadsheet	NOUN
absel-1002	5	10	modeling	modeling	NOUN
absel-1002	5	11	techniques	technique	NOUN
absel-1002	5	12	in	in	ADP
absel-1002	5	13	computer	computer	NOUN
absel-1002	5	14	application	application	NOUN
absel-1002	5	15	classes	class	NOUN
absel-1002	5	16	.	.	PUNCT
absel-1002	6	1	many	many	ADJ
absel-1002	6	2	of	of	ADP
absel-1002	6	3	the	the	DET
absel-1002	6	4	security	security	NOUN
absel-1002	6	5	selection	selection	NOUN
absel-1002	6	6	and	and	CCONJ
absel-1002	6	7	portfolio	portfolio	NOUN
absel-1002	6	8	evaluation	evaluation	NOUN
absel-1002	6	9	techniques	technique	NOUN
absel-1002	6	10	used	use	VERB
absel-1002	6	11	by	by	ADP
absel-1002	6	12	practicing	practice	VERB
absel-1002	6	13	investors	investor	NOUN
absel-1002	6	14	today	today	NOUN
absel-1002	6	15	involve	involve	VERB
absel-1002	6	16	quantitative	quantitative	ADJ
absel-1002	6	17	analysis	analysis	NOUN
absel-1002	6	18	measures	measure	NOUN
absel-1002	6	19	.	.	PUNCT
absel-1002	7	1	these	these	DET
absel-1002	7	2	techniques	technique	NOUN
absel-1002	7	3	can	can	AUX
absel-1002	7	4	be	be	AUX
absel-1002	7	5	very	very	ADV
absel-1002	7	6	difficult	difficult	ADJ
absel-1002	7	7	to	to	PART
absel-1002	7	8	illustrate	illustrate	VERB
absel-1002	7	9	in	in	ADP
absel-1002	7	10	the	the	DET
absel-1002	7	11	classroom	classroom	NOUN
absel-1002	7	12	without	without	ADP
absel-1002	7	13	computer	computer	NOUN
absel-1002	7	14	aided	aid	VERB
absel-1002	7	15	tools	tool	NOUN
absel-1002	7	16	.	.	PUNCT
absel-1002	8	1	various	various	ADJ
absel-1002	8	2	commercial	commercial	ADJ
absel-1002	8	3	packages	package	NOUN
absel-1002	8	4	provide	provide	VERB
absel-1002	8	5	some	some	PRON
absel-1002	8	6	,	,	PUNCT
absel-1002	8	7	although	although	SCONJ
absel-1002	8	8	usually	usually	ADV
absel-1002	8	9	not	not	PART
absel-1002	8	10	all	all	PRON
absel-1002	8	11	,	,	PUNCT
absel-1002	8	12	of	of	ADP
absel-1002	8	13	what	what	PRON
absel-1002	8	14	we	we	PRON
absel-1002	8	15	provide	provide	VERB
absel-1002	8	16	our	our	PRON
absel-1002	8	17	students	student	NOUN
absel-1002	8	18	.	.	PUNCT
absel-1002	9	1	unfortunately	unfortunately	ADV
absel-1002	9	2	in	in	ADP
absel-1002	9	3	order	order	NOUN
absel-1002	9	4	to	to	PART
absel-1002	9	5	obtain	obtain	VERB
absel-1002	9	6	the	the	DET
absel-1002	9	7	desired	desire	VERB
absel-1002	9	8	software	software	NOUN
absel-1002	9	9	the	the	DET
absel-1002	9	10	instructor	instructor	NOUN
absel-1002	9	11	may	may	AUX
absel-1002	9	12	have	have	VERB
absel-1002	9	13	to	to	PART
absel-1002	9	14	choose	choose	VERB
absel-1002	9	15	a	a	DET
absel-1002	9	16	specific	specific	ADJ
absel-1002	9	17	textbook	textbook	NOUN
absel-1002	9	18	,	,	PUNCT
absel-1002	9	19	or	or	CCONJ
absel-1002	9	20	require	require	VERB
absel-1002	9	21	students	student	NOUN
absel-1002	9	22	to	to	PART
absel-1002	9	23	purchase	purchase	VERB
absel-1002	9	24	software	software	NOUN
absel-1002	9	25	in	in	ADP
absel-1002	9	26	addition	addition	NOUN
absel-1002	9	27	to	to	ADP
absel-1002	9	28	the	the	DET
absel-1002	9	29	text	text	NOUN
absel-1002	9	30	.	.	PUNCT
absel-1002	10	1	in	in	ADP
absel-1002	10	2	some	some	DET
absel-1002	10	3	cases	case	NOUN
absel-1002	10	4	multiple	multiple	ADJ
absel-1002	10	5	software	software	NOUN
absel-1002	10	6	packages	package	NOUN
absel-1002	10	7	may	may	AUX
absel-1002	10	8	have	have	VERB
absel-1002	10	9	to	to	PART
absel-1002	10	10	be	be	AUX
absel-1002	10	11	purchased	purchase	VERB
absel-1002	10	12	.	.	PUNCT
absel-1002	11	1	choosing	choose	VERB
absel-1002	11	2	a	a	DET
absel-1002	11	3	book	book	NOUN
absel-1002	11	4	because	because	SCONJ
absel-1002	11	5	of	of	ADP
absel-1002	11	6	the	the	DET
absel-1002	11	7	software	software	NOUN
absel-1002	11	8	is	be	AUX
absel-1002	11	9	potentially	potentially	ADV
absel-1002	11	10	suboptimal	suboptimal	ADJ
absel-1002	11	11	and	and	CCONJ
absel-1002	11	12	it	it	PRON
absel-1002	11	13	may	may	AUX
absel-1002	11	14	not	not	PART
absel-1002	11	15	be	be	AUX
absel-1002	11	16	feasible	feasible	ADJ
absel-1002	11	17	to	to	PART
absel-1002	11	18	ask	ask	VERB
absel-1002	11	19	the	the	DET
absel-1002	11	20	students	student	NOUN
absel-1002	11	21	to	to	PART
absel-1002	11	22	purchase	purchase	VERB
absel-1002	11	23	additional	additional	ADJ
absel-1002	11	24	investment	investment	NOUN
absel-1002	11	25	software	software	NOUN
absel-1002	11	26	packages	package	NOUN
absel-1002	11	27	.	.	PUNCT
absel-1002	12	1	by	by	ADP
absel-1002	12	2	developing	develop	VERB
absel-1002	12	3	our	our	PRON
absel-1002	12	4	own	own	ADJ
absel-1002	12	5	software	software	NOUN
absel-1002	12	6	in	in	ADP
absel-1002	12	7	-	-	PUNCT
absel-1002	12	8	house	house	NOUN
absel-1002	12	9	we	we	PRON
absel-1002	12	10	have	have	AUX
absel-1002	12	11	been	be	AUX
absel-1002	12	12	able	able	ADJ
absel-1002	12	13	to	to	PART
absel-1002	12	14	tailor	tailor	VERB
absel-1002	12	15	the	the	DET
absel-1002	12	16	package	package	NOUN
absel-1002	12	17	to	to	ADP
absel-1002	12	18	our	our	PRON
absel-1002	12	19	needs	need	NOUN
absel-1002	12	20	and	and	CCONJ
absel-1002	12	21	distribute	distribute	VERB
absel-1002	12	22	it	it	PRON
absel-1002	12	23	free	free	ADJ
absel-1002	12	24	of	of	ADP
absel-1002	12	25	charge	charge	NOUN
absel-1002	12	26	to	to	ADP
absel-1002	12	27	our	our	PRON
absel-1002	12	28	students	student	NOUN
absel-1002	12	29	.	.	PUNCT
absel-1002	13	1	upon	upon	SCONJ
absel-1002	13	2	request	request	NOUN
absel-1002	13	3	we	we	PRON
absel-1002	13	4	will	will	AUX
absel-1002	13	5	provide	provide	VERB
absel-1002	13	6	the	the	DET
absel-1002	13	7	software	software	NOUN
absel-1002	13	8	to	to	ADP
absel-1002	13	9	interested	interested	ADJ
absel-1002	13	10	parties	party	NOUN
absel-1002	13	11	.	.	PUNCT
absel-1002	14	1	employers	employer	NOUN
absel-1002	14	2	often	often	ADV
absel-1002	14	3	indicate	indicate	VERB
absel-1002	14	4	that	that	SCONJ
absel-1002	14	5	they	they	PRON
absel-1002	14	6	desire	desire	VERB
absel-1002	14	7	to	to	PART
absel-1002	14	8	hire	hire	VERB
absel-1002	14	9	graduates	graduate	NOUN
absel-1002	14	10	who	who	PRON
absel-1002	14	11	are	be	AUX
absel-1002	14	12	familiar	familiar	ADJ
absel-1002	14	13	with	with	ADP
absel-1002	14	14	computer	computer	NOUN
absel-1002	14	15	tools	tool	NOUN
absel-1002	14	16	and	and	CCONJ
absel-1002	14	17	computer	computer	NOUN
absel-1002	14	18	systems	system	NOUN
absel-1002	14	19	.	.	PUNCT
absel-1002	15	1	they	they	PRON
absel-1002	15	2	expect	expect	VERB
absel-1002	15	3	students	student	NOUN
absel-1002	15	4	to	to	PART
absel-1002	15	5	be	be	AUX
absel-1002	15	6	familiar	familiar	ADJ
absel-1002	15	7	with	with	ADP
absel-1002	15	8	certain	certain	ADJ
absel-1002	15	9	basic	basic	ADJ
absel-1002	15	10	packages	package	NOUN
absel-1002	15	11	and	and	CCONJ
absel-1002	15	12	to	to	PART
absel-1002	15	13	be	be	AUX
absel-1002	15	14	able	able	ADJ
absel-1002	15	15	to	to	PART
absel-1002	15	16	quickly	quickly	ADV
absel-1002	15	17	adapt	adapt	VERB
absel-1002	15	18	computer	computer	NOUN
absel-1002	15	19	applications	application	NOUN
absel-1002	15	20	to	to	ADP
absel-1002	15	21	new	new	ADJ
absel-1002	15	22	situations	situation	NOUN
absel-1002	15	23	.	.	PUNCT
absel-1002	16	1	the	the	DET
absel-1002	16	2	software	software	NOUN
absel-1002	16	3	package	package	NOUN
absel-1002	16	4	that	that	PRON
absel-1002	16	5	we	we	PRON
absel-1002	16	6	have	have	AUX
absel-1002	16	7	designed	design	VERB
absel-1002	16	8	allows	allow	VERB
absel-1002	16	9	the	the	DET
absel-1002	16	10	students	student	NOUN
absel-1002	16	11	to	to	PART
absel-1002	16	12	engage	engage	VERB
absel-1002	16	13	in	in	ADP
absel-1002	16	14	investment	investment	NOUN
absel-1002	16	15	applications	application	NOUN
absel-1002	16	16	and	and	CCONJ
absel-1002	16	17	can	can	AUX
absel-1002	16	18	be	be	AUX
absel-1002	16	19	used	use	VERB
absel-1002	16	20	by	by	ADP
absel-1002	16	21	the	the	DET
absel-1002	16	22	instructor	instructor	NOUN
absel-1002	16	23	to	to	PART
absel-1002	16	24	illustrate	illustrate	VERB
absel-1002	16	25	structured	structured	ADJ
absel-1002	16	26	problem	problem	NOUN
absel-1002	16	27	solving	solve	VERB
absel-1002	16	28	with	with	ADP
absel-1002	16	29	computer	computer	NOUN
absel-1002	16	30	-	-	PUNCT
absel-1002	16	31	based	base	VERB
absel-1002	16	32	tools	tool	NOUN
absel-1002	16	33	.	.	PUNCT
absel-1002	17	1	the	the	DET
absel-1002	17	2	first	first	ADJ
absel-1002	17	3	section	section	NOUN
absel-1002	17	4	of	of	ADP
absel-1002	17	5	this	this	DET
absel-1002	17	6	paper	paper	NOUN
absel-1002	17	7	discusses	discuss	VERB
absel-1002	17	8	the	the	DET
absel-1002	17	9	major	major	ADJ
absel-1002	17	10	functions	function	NOUN
absel-1002	17	11	of	of	ADP
absel-1002	17	12	the	the	DET
absel-1002	17	13	software	software	NOUN
absel-1002	17	14	focusing	focus	VERB
absel-1002	17	15	on	on	ADP
absel-1002	17	16	the	the	DET
absel-1002	17	17	investment	investment	NOUN
absel-1002	17	18	applications	application	NOUN
absel-1002	17	19	which	which	PRON
absel-1002	17	20	may	may	AUX
absel-1002	17	21	be	be	AUX
absel-1002	17	22	used	use	VERB
absel-1002	17	23	in	in	ADP
absel-1002	17	24	a	a	DET
absel-1002	17	25	finance	finance	NOUN
absel-1002	17	26	class	class	NOUN
absel-1002	17	27	.	.	PUNCT
absel-1002	18	1	the	the	DET
absel-1002	18	2	next	next	ADJ
absel-1002	18	3	section	section	NOUN
absel-1002	18	4	highlights	highlight	VERB
absel-1002	18	5	how	how	SCONJ
absel-1002	18	6	the	the	DET
absel-1002	18	7	package	package	NOUN
absel-1002	18	8	has	have	AUX
absel-1002	18	9	been	be	AUX
absel-1002	18	10	used	use	VERB
absel-1002	18	11	to	to	PART
absel-1002	18	12	illustrate	illustrate	VERB
absel-1002	18	13	spreadsheet	spreadsheet	NOUN
absel-1002	18	14	design	design	NOUN
absel-1002	18	15	methods	method	NOUN
absel-1002	18	16	using	use	VERB
absel-1002	18	17	excel	excel	VERB
absel-1002	18	18	97	97	NUM
absel-1002	18	19	or	or	CCONJ
absel-1002	18	20	quattro	quattro	VERB
absel-1002	18	21	pro	pro	ADJ
absel-1002	18	22	.	.	PUNCT
absel-1002	19	1	this	this	DET
absel-1002	19	2	paper	paper	NOUN
absel-1002	19	3	concludes	conclude	VERB
absel-1002	19	4	with	with	ADP
absel-1002	19	5	a	a	DET
absel-1002	19	6	brief	brief	ADJ
absel-1002	19	7	discussion	discussion	NOUN
absel-1002	19	8	of	of	ADP
absel-1002	19	9	our	our	PRON
absel-1002	19	10	proposed	propose	VERB
absel-1002	19	11	additions	addition	NOUN
absel-1002	19	12	to	to	ADP
absel-1002	19	13	the	the	DET
absel-1002	19	14	software	software	NOUN
absel-1002	19	15	,	,	PUNCT
absel-1002	19	16	however	however	ADV
absel-1002	19	17	,	,	PUNCT
absel-1002	19	18	we	we	PRON
absel-1002	19	19	hope	hope	VERB
absel-1002	19	20	to	to	PART
absel-1002	19	21	learn	learn	VERB
absel-1002	19	22	of	of	ADP
absel-1002	19	23	many	many	ADJ
absel-1002	19	24	new	new	ADJ
absel-1002	19	25	ideas	idea	NOUN
absel-1002	19	26	and	and	CCONJ
absel-1002	19	27	improvements	improvement	NOUN
absel-1002	19	28	at	at	ADP
absel-1002	19	29	the	the	DET
absel-1002	19	30	upcoming	upcoming	ADJ
absel-1002	19	31	conference	conference	NOUN
absel-1002	19	32	.	.	PUNCT
absel-1002	20	1	major	major	ADJ
absel-1002	20	2	functions	function	NOUN
absel-1002	20	3	of	of	ADP
absel-1002	20	4	the	the	DET
absel-1002	20	5	software	software	NOUN
absel-1002	20	6	setup	setup	NOUN
absel-1002	20	7	and	and	CCONJ
absel-1002	20	8	basic	basic	ADJ
absel-1002	20	9	statistical	statistical	ADJ
absel-1002	20	10	calculations	calculation	NOUN
absel-1002	20	11	the	the	DET
absel-1002	20	12	software	software	NOUN
absel-1002	20	13	has	have	VERB
absel-1002	20	14	different	different	ADJ
absel-1002	20	15	components	component	NOUN
absel-1002	20	16	of	of	ADP
absel-1002	20	17	varying	vary	VERB
absel-1002	20	18	complexity	complexity	NOUN
absel-1002	20	19	.	.	PUNCT
absel-1002	21	1	asset	asset	NOUN
absel-1002	21	2	returns	return	NOUN
absel-1002	21	3	may	may	AUX
absel-1002	21	4	be	be	AUX
absel-1002	21	5	input	input	VERB
absel-1002	21	6	by	by	ADP
absel-1002	21	7	hand	hand	NOUN
absel-1002	21	8	or	or	CCONJ
absel-1002	21	9	imported	import	VERB
absel-1002	21	10	from	from	ADP
absel-1002	21	11	electronic	electronic	ADJ
absel-1002	21	12	data	datum	NOUN
absel-1002	21	13	sources	source	NOUN
absel-1002	21	14	.	.	PUNCT
absel-1002	22	1	we	we	PRON
absel-1002	22	2	provide	provide	VERB
absel-1002	22	3	the	the	DET
absel-1002	22	4	students	student	NOUN
absel-1002	22	5	with	with	ADP
absel-1002	22	6	a	a	DET
absel-1002	22	7	database	database	NOUN
absel-1002	22	8	of	of	ADP
absel-1002	22	9	five	five	NUM
absel-1002	22	10	years	year	NOUN
absel-1002	22	11	of	of	ADP
absel-1002	22	12	monthly	monthly	ADJ
absel-1002	22	13	common	common	ADJ
absel-1002	22	14	stock	stock	NOUN
absel-1002	22	15	returns	return	NOUN
absel-1002	22	16	for	for	ADP
absel-1002	22	17	a	a	DET
absel-1002	22	18	sample	sample	NOUN
absel-1002	22	19	of	of	ADP
absel-1002	22	20	firms	firm	NOUN
absel-1002	22	21	drawn	draw	VERB
absel-1002	22	22	from	from	ADP
absel-1002	22	23	the	the	DET
absel-1002	22	24	crsp	crsp	PROPN
absel-1002	22	25	tapes	tape	NOUN
absel-1002	22	26	provided	provide	VERB
absel-1002	22	27	by	by	ADP
absel-1002	22	28	the	the	DET
absel-1002	22	29	university	university	PROPN
absel-1002	22	30	of	of	ADP
absel-1002	22	31	chicago	chicago	PROPN
absel-1002	22	32	.	.	PUNCT
absel-1002	23	1	this	this	DET
absel-1002	23	2	sample	sample	NOUN
absel-1002	23	3	is	be	AUX
absel-1002	23	4	updated	update	VERB
absel-1002	23	5	yearly	yearly	ADV
absel-1002	23	6	and	and	CCONJ
absel-1002	23	7	placed	place	VERB
absel-1002	23	8	on	on	ADP
absel-1002	23	9	the	the	DET
absel-1002	23	10	network	network	NOUN
absel-1002	23	11	so	so	SCONJ
absel-1002	23	12	that	that	SCONJ
absel-1002	23	13	students	student	NOUN
absel-1002	23	14	have	have	VERB
absel-1002	23	15	access	access	NOUN
absel-1002	23	16	to	to	ADP
absel-1002	23	17	reasonably	reasonably	ADV
absel-1002	23	18	current	current	ADJ
absel-1002	23	19	data	datum	NOUN
absel-1002	23	20	each	each	DET
absel-1002	23	21	year	year	NOUN
absel-1002	23	22	.	.	PUNCT
absel-1002	24	1	they	they	PRON
absel-1002	24	2	may	may	AUX
absel-1002	24	3	select	select	VERB
absel-1002	24	4	stocks	stock	NOUN
absel-1002	24	5	by	by	ADP
absel-1002	24	6	their	their	PRON
absel-1002	24	7	ticker	ticker	NOUN
absel-1002	24	8	symbol	symbol	NOUN
absel-1002	24	9	and	and	CCONJ
absel-1002	24	10	create	create	VERB
absel-1002	24	11	their	their	PRON
absel-1002	24	12	own	own	ADJ
absel-1002	24	13	database	database	NOUN
absel-1002	24	14	.	.	PUNCT
absel-1002	25	1	the	the	DET
absel-1002	25	2	monthly	monthly	ADJ
absel-1002	25	3	s&p500	s&p500	NOUN
absel-1002	25	4	stock	stock	NOUN
absel-1002	25	5	returns	return	NOUN
absel-1002	25	6	are	be	AUX
absel-1002	25	7	also	also	ADV
absel-1002	25	8	provided	provide	VERB
absel-1002	25	9	in	in	ADP
absel-1002	25	10	the	the	DET
absel-1002	25	11	database	database	NOUN
absel-1002	25	12	.	.	PUNCT
absel-1002	26	1	crsp	crsp	PROPN
absel-1002	26	2	also	also	ADV
absel-1002	26	3	provides	provide	VERB
absel-1002	26	4	equal	equal	ADJ
absel-1002	26	5	and	and	CCONJ
absel-1002	26	6	value	value	NOUN
absel-1002	26	7	weighted	weight	VERB
absel-1002	26	8	9	9	NUM
absel-1002	26	9	developments	development	NOUN
absel-1002	26	10	in	in	ADP
absel-1002	26	11	business	business	NOUN
absel-1002	26	12	simulation	simulation	NOUN
absel-1002	26	13	and	and	CCONJ
absel-1002	26	14	experiential	experiential	ADJ
absel-1002	26	15	learning	learning	NOUN
absel-1002	26	16	,	,	PUNCT
absel-1002	26	17	volume	volume	NOUN
absel-1002	26	18	25	25	NUM
absel-1002	26	19	,	,	PUNCT
absel-1002	26	20	1998	1998	NUM
absel-1002	26	21	indices	indice	VERB
absel-1002	26	22	on	on	ADP
absel-1002	26	23	their	their	PRON
absel-1002	26	24	entire	entire	ADJ
absel-1002	26	25	database	database	NOUN
absel-1002	26	26	,	,	PUNCT
absel-1002	26	27	which	which	PRON
absel-1002	26	28	may	may	AUX
absel-1002	26	29	be	be	AUX
absel-1002	26	30	easily	easily	ADV
absel-1002	26	31	included	include	VERB
absel-1002	26	32	.	.	PUNCT
absel-1002	27	1	the	the	DET
absel-1002	27	2	other	other	ADJ
absel-1002	27	3	indices	index	NOUN
absel-1002	27	4	could	could	AUX
absel-1002	27	5	be	be	AUX
absel-1002	27	6	used	use	VERB
absel-1002	27	7	to	to	PART
absel-1002	27	8	illustrate	illustrate	VERB
absel-1002	27	9	differences	difference	NOUN
absel-1002	27	10	in	in	ADP
absel-1002	27	11	performance	performance	NOUN
absel-1002	27	12	results	result	NOUN
absel-1002	27	13	based	base	VERB
absel-1002	27	14	on	on	ADP
absel-1002	27	15	varying	vary	VERB
absel-1002	27	16	benchmarks	benchmark	NOUN
absel-1002	27	17	.	.	PUNCT
absel-1002	28	1	using	use	VERB
absel-1002	28	2	the	the	DET
absel-1002	28	3	historical	historical	ADJ
absel-1002	28	4	data	datum	NOUN
absel-1002	28	5	,	,	PUNCT
absel-1002	28	6	the	the	DET
absel-1002	28	7	package	package	NOUN
absel-1002	28	8	calculates	calculate	VERB
absel-1002	28	9	the	the	DET
absel-1002	28	10	expected	expect	VERB
absel-1002	28	11	returns	return	NOUN
absel-1002	28	12	and	and	CCONJ
absel-1002	28	13	standard	standard	ADJ
absel-1002	28	14	deviations	deviation	NOUN
absel-1002	28	15	of	of	ADP
absel-1002	28	16	individual	individual	ADJ
absel-1002	28	17	assets	asset	NOUN
absel-1002	28	18	and	and	CCONJ
absel-1002	28	19	portfolios	portfolio	NOUN
absel-1002	28	20	.	.	PUNCT
absel-1002	29	1	this	this	PRON
absel-1002	29	2	is	be	AUX
absel-1002	29	3	used	use	VERB
absel-1002	29	4	to	to	PART
absel-1002	29	5	illustrate	illustrate	VERB
absel-1002	29	6	the	the	DET
absel-1002	29	7	basic	basic	ADJ
absel-1002	29	8	concept	concept	NOUN
absel-1002	29	9	of	of	ADP
absel-1002	29	10	diversification	diversification	NOUN
absel-1002	29	11	that	that	PRON
absel-1002	29	12	underlies	underlie	VERB
absel-1002	29	13	most	most	ADJ
absel-1002	29	14	risk	risk	NOUN
absel-1002	29	15	pricing	pricing	NOUN
absel-1002	29	16	models	model	NOUN
absel-1002	29	17	such	such	ADJ
absel-1002	29	18	as	as	ADP
absel-1002	29	19	the	the	DET
absel-1002	29	20	capital	capital	NOUN
absel-1002	29	21	asset	asset	NOUN
absel-1002	29	22	pricing	pricing	NOUN
absel-1002	29	23	model	model	NOUN
absel-1002	29	24	(	(	PUNCT
absel-1002	29	25	capm	capm	PROPN
absel-1002	29	26	)	)	PUNCT
absel-1002	29	27	and	and	CCONJ
absel-1002	29	28	the	the	DET
absel-1002	29	29	arbitrage	arbitrage	NOUN
absel-1002	29	30	pricing	pricing	NOUN
absel-1002	29	31	model	model	NOUN
absel-1002	29	32	(	(	PUNCT
absel-1002	29	33	apm).1	apm).1	PUNCT
absel-1002	29	34	the	the	DET
absel-1002	29	35	program	program	NOUN
absel-1002	29	36	also	also	ADV
absel-1002	29	37	calculates	calculate	VERB
absel-1002	29	38	beta	beta	ADJ
absel-1002	29	39	coefficients	coefficient	NOUN
absel-1002	29	40	,	,	PUNCT
absel-1002	29	41	correlations	correlation	NOUN
absel-1002	29	42	,	,	PUNCT
absel-1002	29	43	coefficient	coefficient	NOUN
absel-1002	29	44	of	of	ADP
absel-1002	29	45	determination	determination	NOUN
absel-1002	29	46	,	,	PUNCT
absel-1002	29	47	and	and	CCONJ
absel-1002	29	48	partitions	partition	NOUN
absel-1002	29	49	systematic	systematic	ADJ
absel-1002	29	50	and	and	CCONJ
absel-1002	29	51	unsystematic	unsystematic	ADJ
absel-1002	29	52	risk	risk	NOUN
absel-1002	29	53	.	.	PUNCT
absel-1002	30	1	these	these	DET
absel-1002	30	2	tools	tool	NOUN
absel-1002	30	3	allow	allow	VERB
absel-1002	30	4	the	the	DET
absel-1002	30	5	students	student	NOUN
absel-1002	30	6	to	to	PART
absel-1002	30	7	evaluate	evaluate	VERB
absel-1002	30	8	for	for	ADP
absel-1002	30	9	themselves	themselves	PRON
absel-1002	30	10	how	how	SCONJ
absel-1002	30	11	effective	effective	ADJ
absel-1002	30	12	expost	expost	ADJ
absel-1002	30	13	betas	beta	NOUN
absel-1002	30	14	actually	actually	ADV
absel-1002	30	15	are	be	AUX
absel-1002	30	16	(	(	PUNCT
absel-1002	30	17	or	or	CCONJ
absel-1002	30	18	are	be	AUX
absel-1002	30	19	not	not	PART
absel-1002	30	20	)	)	PUNCT
absel-1002	30	21	in	in	ADP
absel-1002	30	22	measuring	measure	VERB
absel-1002	30	23	the	the	DET
absel-1002	30	24	riskiness	riskiness	NOUN
absel-1002	30	25	of	of	ADP
absel-1002	30	26	a	a	DET
absel-1002	30	27	security	security	NOUN
absel-1002	30	28	held	hold	VERB
absel-1002	30	29	by	by	ADP
absel-1002	30	30	itself	itself	PRON
absel-1002	30	31	and	and	CCONJ
absel-1002	30	32	held	hold	VERB
absel-1002	30	33	in	in	ADP
absel-1002	30	34	a	a	DET
absel-1002	30	35	portfolio	portfolio	NOUN
absel-1002	30	36	under	under	ADP
absel-1002	30	37	various	various	ADJ
absel-1002	30	38	market	market	NOUN
absel-1002	30	39	conditions	condition	NOUN
absel-1002	30	40	.	.	PUNCT
absel-1002	31	1	the	the	DET
absel-1002	31	2	package	package	NOUN
absel-1002	31	3	can	can	AUX
absel-1002	31	4	also	also	ADV
absel-1002	31	5	calculate	calculate	VERB
absel-1002	31	6	standard	standard	ADJ
absel-1002	31	7	portfolio	portfolio	NOUN
absel-1002	31	8	performance	performance	NOUN
absel-1002	31	9	measures	measure	NOUN
absel-1002	31	10	such	such	ADJ
absel-1002	31	11	as	as	ADP
absel-1002	31	12	jensen	jensen	PROPN
absel-1002	31	13	’s	’s	PART
absel-1002	31	14	alpha	alpha	NOUN
absel-1002	31	15	,	,	PUNCT
absel-1002	31	16	and	and	CCONJ
absel-1002	31	17	the	the	DET
absel-1002	31	18	treynor	treynor	NOUN
absel-1002	31	19	and	and	CCONJ
absel-1002	31	20	sharpe	sharpe	PROPN
absel-1002	31	21	index	index	NOUN
absel-1002	31	22	numbers	number	NOUN
absel-1002	31	23	.	.	PUNCT
absel-1002	32	1	these	these	DET
absel-1002	32	2	statistics	statistic	NOUN
absel-1002	32	3	purport	purport	VERB
absel-1002	32	4	to	to	PART
absel-1002	32	5	determine	determine	VERB
absel-1002	32	6	whether	whether	SCONJ
absel-1002	32	7	a	a	DET
absel-1002	32	8	portfolio	portfolio	NOUN
absel-1002	32	9	or	or	CCONJ
absel-1002	32	10	a	a	DET
absel-1002	32	11	mutual	mutual	ADJ
absel-1002	32	12	fund	fund	NOUN
absel-1002	32	13	has	have	AUX
absel-1002	32	14	earned	earn	VERB
absel-1002	32	15	a	a	DET
absel-1002	32	16	high	high	ADJ
absel-1002	32	17	enough	enough	ADJ
absel-1002	32	18	rate	rate	NOUN
absel-1002	32	19	of	of	ADP
absel-1002	32	20	return	return	NOUN
absel-1002	32	21	to	to	PART
absel-1002	32	22	justify	justify	VERB
absel-1002	32	23	the	the	DET
absel-1002	32	24	riskiness	riskiness	NOUN
absel-1002	32	25	of	of	ADP
absel-1002	32	26	the	the	DET
absel-1002	32	27	portfolio	portfolio	NOUN
absel-1002	32	28	.	.	PUNCT
absel-1002	33	1	jensen	jensen	PROPN
absel-1002	33	2	’s	’s	PART
absel-1002	33	3	alpha	alpha	NOUN
absel-1002	33	4	is	be	AUX
absel-1002	33	5	the	the	DET
absel-1002	33	6	actual	actual	ADJ
absel-1002	33	7	average	average	ADJ
absel-1002	33	8	rate	rate	NOUN
absel-1002	33	9	of	of	ADP
absel-1002	33	10	return	return	NOUN
absel-1002	33	11	minus	minus	CCONJ
absel-1002	33	12	the	the	DET
absel-1002	33	13	minimum	minimum	ADJ
absel-1002	33	14	required	require	VERB
absel-1002	33	15	rate	rate	NOUN
absel-1002	33	16	of	of	ADP
absel-1002	33	17	return	return	NOUN
absel-1002	33	18	on	on	ADP
absel-1002	33	19	a	a	DET
absel-1002	33	20	portfolio	portfolio	NOUN
absel-1002	33	21	of	of	ADP
absel-1002	33	22	the	the	DET
absel-1002	33	23	given	give	VERB
absel-1002	33	24	systematic	systematic	ADJ
absel-1002	33	25	risk	risk	NOUN
absel-1002	33	26	.	.	PUNCT
absel-1002	34	1	the	the	DET
absel-1002	34	2	treynor	treynor	NOUN
absel-1002	34	3	and	and	CCONJ
absel-1002	34	4	sharpe	sharpe	NOUN
absel-1002	34	5	performance	performance	NOUN
absel-1002	34	6	measures	measure	NOUN
absel-1002	34	7	indicate	indicate	VERB
absel-1002	34	8	the	the	DET
absel-1002	34	9	return	return	NOUN
absel-1002	34	10	per	per	ADP
absel-1002	34	11	unit	unit	NOUN
absel-1002	34	12	of	of	ADP
absel-1002	34	13	risk	risk	NOUN
absel-1002	34	14	for	for	ADP
absel-1002	34	15	a	a	DET
absel-1002	34	16	fully	fully	ADV
absel-1002	34	17	diversified	diversify	VERB
absel-1002	34	18	portfolio	portfolio	NOUN
absel-1002	34	19	and	and	CCONJ
absel-1002	34	20	a	a	DET
absel-1002	34	21	less	less	ADJ
absel-1002	34	22	than	than	ADP
absel-1002	34	23	fully	fully	ADV
absel-1002	34	24	diversified	diversify	VERB
absel-1002	34	25	portfolio	portfolio	NOUN
absel-1002	34	26	respectively	respectively	ADV
absel-1002	34	27	.	.	PUNCT
absel-1002	35	1	these	these	DET
absel-1002	35	2	measures	measure	NOUN
absel-1002	35	3	are	be	AUX
absel-1002	35	4	part	part	NOUN
absel-1002	35	5	of	of	ADP
absel-1002	35	6	the	the	DET
absel-1002	35	7	financial	financial	ADJ
absel-1002	35	8	analyst	analyst	NOUN
absel-1002	35	9	’s	’s	PART
absel-1002	35	10	basic	basic	ADJ
absel-1002	35	11	toolkit	toolkit	NOUN
absel-1002	35	12	and	and	CCONJ
absel-1002	35	13	the	the	DET
absel-1002	35	14	software	software	NOUN
absel-1002	35	15	package	package	NOUN
absel-1002	35	16	allows	allow	VERB
absel-1002	35	17	the	the	DET
absel-1002	35	18	instructor	instructor	NOUN
absel-1002	35	19	to	to	PART
absel-1002	35	20	quickly	quickly	ADV
absel-1002	35	21	and	and	CCONJ
absel-1002	35	22	easily	easily	ADV
absel-1002	35	23	demonstrate	demonstrate	VERB
absel-1002	35	24	their	their	PRON
absel-1002	35	25	use	use	NOUN
absel-1002	35	26	.	.	PUNCT
absel-1002	36	1	since	since	SCONJ
absel-1002	36	2	mutual	mutual	ADJ
absel-1002	36	3	fund	fund	NOUN
absel-1002	36	4	reporting	reporting	NOUN
absel-1002	36	5	procedures	procedure	NOUN
absel-1002	36	6	are	be	AUX
absel-1002	36	7	quite	quite	ADV
absel-1002	36	8	unstandardized	unstandardized	ADJ
absel-1002	36	9	,	,	PUNCT
absel-1002	36	10	these	these	DET
absel-1002	36	11	evaluation	evaluation	NOUN
absel-1002	36	12	methods	method	NOUN
absel-1002	36	13	can	can	AUX
absel-1002	36	14	be	be	AUX
absel-1002	36	15	a	a	DET
absel-1002	36	16	valuable	valuable	ADJ
absel-1002	36	17	tool	tool	NOUN
absel-1002	36	18	for	for	SCONJ
absel-1002	36	19	the	the	DET
absel-1002	36	20	student	student	NOUN
absel-1002	36	21	to	to	PART
absel-1002	36	22	use	use	VERB
absel-1002	36	23	for	for	ADP
absel-1002	36	24	their	their	PRON
absel-1002	36	25	own	own	ADJ
absel-1002	36	26	investments	investment	NOUN
absel-1002	36	27	or	or	CCONJ
absel-1002	36	28	for	for	ADP
absel-1002	36	29	their	their	PRON
absel-1002	36	30	clients	client	NOUN
absel-1002	36	31	’	’	PART
absel-1002	36	32	portfolios	portfolio	NOUN
absel-1002	36	33	.	.	PUNCT
absel-1002	37	1	another	another	DET
absel-1002	37	2	advantage	advantage	NOUN
absel-1002	37	3	of	of	ADP
absel-1002	37	4	bringing	bring	VERB
absel-1002	37	5	computers	computer	NOUN
absel-1002	37	6	into	into	ADP
absel-1002	37	7	the	the	DET
absel-1002	37	8	classroom	classroom	NOUN
absel-1002	37	9	is	be	AUX
absel-1002	37	10	the	the	DET
absel-1002	37	11	ease	ease	NOUN
absel-1002	37	12	with	with	ADP
absel-1002	37	13	which	which	PRON
absel-1002	37	14	the	the	DET
absel-1002	37	15	instructor	instructor	NOUN
absel-1002	37	16	can	can	AUX
absel-1002	37	17	highlight	highlight	VERB
absel-1002	37	18	the	the	DET
absel-1002	37	19	sensitivity	sensitivity	NOUN
absel-1002	37	20	of	of	ADP
absel-1002	37	21	the	the	DET
absel-1002	37	22	results	result	NOUN
absel-1002	37	23	to	to	ADP
absel-1002	37	24	given	give	VERB
absel-1002	37	25	variables	variable	NOUN
absel-1002	37	26	.	.	PUNCT
absel-1002	38	1	simply	simply	ADV
absel-1002	38	2	by	by	ADP
absel-1002	38	3	modifying	modify	VERB
absel-1002	38	4	the	the	DET
absel-1002	38	5	returns	return	NOUN
absel-1002	38	6	,	,	PUNCT
absel-1002	38	7	perhaps	perhaps	ADV
absel-1002	38	8	by	by	ADP
absel-1002	38	9	removing	remove	VERB
absel-1002	38	10	outliers	outlier	NOUN
absel-1002	38	11	,	,	PUNCT
absel-1002	38	12	the	the	DET
absel-1002	38	13	instructor	instructor	NOUN
absel-1002	38	14	can	can	AUX
absel-1002	38	15	highlight	highlight	VERB
absel-1002	38	16	if	if	SCONJ
absel-1002	38	17	/	/	SYM
absel-1002	38	18	how	how	SCONJ
absel-1002	38	19	the	the	DET
absel-1002	38	20	performance	performance	NOUN
absel-1002	38	21	measures	measure	NOUN
absel-1002	38	22	are	be	AUX
absel-1002	38	23	affected	affect	VERB
absel-1002	38	24	.	.	PUNCT
absel-1002	39	1	for	for	ADP
absel-1002	39	2	examples	example	NOUN
absel-1002	39	3	,	,	PUNCT
absel-1002	39	4	some	some	PRON
absel-1002	39	5	of	of	ADP
absel-1002	39	6	the	the	DET
absel-1002	39	7	beta	beta	NOUN
absel-1002	39	8	measurement	measurement	NOUN
absel-1002	39	9	problems	problem	NOUN
absel-1002	39	10	can	can	AUX
absel-1002	39	11	be	be	AUX
absel-1002	39	12	demonstrated	demonstrate	VERB
absel-1002	39	13	by	by	ADP
absel-1002	39	14	switching	switch	VERB
absel-1002	39	15	the	the	DET
absel-1002	39	16	reference	reference	NOUN
absel-1002	39	17	index	index	NOUN
absel-1002	39	18	.	.	PUNCT
absel-1002	40	1	likewise	likewise	ADV
absel-1002	40	2	,	,	PUNCT
absel-1002	40	3	the	the	DET
absel-1002	40	4	instability	instability	NOUN
absel-1002	40	5	of	of	ADP
absel-1002	40	6	performance	performance	NOUN
absel-1002	40	7	results	result	NOUN
absel-1002	40	8	over	over	ADP
absel-1002	40	9	time	time	NOUN
absel-1002	40	10	can	can	AUX
absel-1002	40	11	be	be	AUX
absel-1002	40	12	illustrated	illustrate	VERB
absel-1002	40	13	by	by	ADP
absel-1002	40	14	calculating	calculate	VERB
absel-1002	40	15	the	the	DET
absel-1002	40	16	performance	performance	NOUN
absel-1002	40	17	results	result	NOUN
absel-1002	40	18	using	use	VERB
absel-1002	40	19	various	various	ADJ
absel-1002	40	20	subperiods	subperiod	NOUN
absel-1002	40	21	of	of	ADP
absel-1002	40	22	data	datum	NOUN
absel-1002	40	23	.	.	PUNCT
absel-1002	41	1	1	1	NUM
absel-1002	41	2	these	these	DET
absel-1002	41	3	models	model	NOUN
absel-1002	41	4	and	and	CCONJ
absel-1002	41	5	the	the	DET
absel-1002	41	6	majority	majority	NOUN
absel-1002	41	7	of	of	ADP
absel-1002	41	8	the	the	DET
absel-1002	41	9	investment	investment	NOUN
absel-1002	41	10	concepts	concept	NOUN
absel-1002	41	11	discussed	discuss	VERB
absel-1002	41	12	in	in	ADP
absel-1002	41	13	the	the	DET
absel-1002	41	14	article	article	NOUN
absel-1002	41	15	may	may	AUX
absel-1002	41	16	be	be	AUX
absel-1002	41	17	found	find	VERB
absel-1002	41	18	in	in	ADP
absel-1002	41	19	the	the	DET
absel-1002	41	20	investment	investment	NOUN
absel-1002	41	21	texts	text	NOUN
absel-1002	41	22	cited	cite	VERB
absel-1002	41	23	in	in	ADP
absel-1002	41	24	the	the	DET
absel-1002	41	25	bibliography	bibliography	NOUN
absel-1002	41	26	.	.	PUNCT
absel-1002	42	1	a	a	DET
absel-1002	42	2	simple	simple	ADJ
absel-1002	42	3	financial	financial	ADJ
absel-1002	42	4	planning	planning	NOUN
absel-1002	42	5	model	model	NOUN
absel-1002	42	6	we	we	PRON
absel-1002	42	7	also	also	ADV
absel-1002	42	8	include	include	VERB
absel-1002	42	9	a	a	DET
absel-1002	42	10	subprogram	subprogram	NOUN
absel-1002	42	11	on	on	ADP
absel-1002	42	12	financial	financial	ADJ
absel-1002	42	13	planning	planning	NOUN
absel-1002	42	14	.	.	PUNCT
absel-1002	43	1	with	with	ADP
absel-1002	43	2	the	the	DET
absel-1002	43	3	rapid	rapid	ADJ
absel-1002	43	4	growth	growth	NOUN
absel-1002	43	5	of	of	ADP
absel-1002	43	6	the	the	DET
absel-1002	43	7	financial	financial	ADJ
absel-1002	43	8	services	service	NOUN
absel-1002	43	9	sector	sector	NOUN
absel-1002	43	10	geared	gear	VERB
absel-1002	43	11	toward	toward	ADP
absel-1002	43	12	the	the	DET
absel-1002	43	13	individual	individual	ADJ
absel-1002	43	14	investor	investor	NOUN
absel-1002	43	15	,	,	PUNCT
absel-1002	43	16	illustrating	illustrate	VERB
absel-1002	43	17	the	the	DET
absel-1002	43	18	planning	planning	NOUN
absel-1002	43	19	concepts	concept	NOUN
absel-1002	43	20	and	and	CCONJ
absel-1002	43	21	uncertainties	uncertainty	NOUN
absel-1002	43	22	in	in	ADP
absel-1002	43	23	a	a	DET
absel-1002	43	24	realistic	realistic	ADJ
absel-1002	43	25	fashion	fashion	NOUN
absel-1002	43	26	is	be	AUX
absel-1002	43	27	increasingly	increasingly	ADV
absel-1002	43	28	useful	useful	ADJ
absel-1002	43	29	.	.	PUNCT
absel-1002	44	1	the	the	DET
absel-1002	44	2	typical	typical	ADJ
absel-1002	44	3	financial	financial	ADJ
absel-1002	44	4	planning	planning	NOUN
absel-1002	44	5	model	model	NOUN
absel-1002	44	6	can	can	AUX
absel-1002	44	7	be	be	AUX
absel-1002	44	8	demonstrated	demonstrate	VERB
absel-1002	44	9	by	by	ADP
absel-1002	44	10	the	the	DET
absel-1002	44	11	decision	decision	NOUN
absel-1002	44	12	of	of	ADP
absel-1002	44	13	how	how	SCONJ
absel-1002	44	14	much	much	ADJ
absel-1002	44	15	to	to	PART
absel-1002	44	16	save	save	VERB
absel-1002	44	17	for	for	ADP
absel-1002	44	18	retirement	retirement	NOUN
absel-1002	44	19	and	and	CCONJ
absel-1002	44	20	where	where	SCONJ
absel-1002	44	21	to	to	PART
absel-1002	44	22	put	put	VERB
absel-1002	44	23	your	your	PRON
absel-1002	44	24	money	money	NOUN
absel-1002	44	25	.	.	PUNCT
absel-1002	45	1	more	more	ADJ
absel-1002	45	2	and	and	CCONJ
absel-1002	45	3	more	more	ADJ
absel-1002	45	4	retirement	retirement	NOUN
absel-1002	45	5	plans	plan	NOUN
absel-1002	45	6	are	be	AUX
absel-1002	45	7	defined	define	VERB
absel-1002	45	8	contribution	contribution	NOUN
absel-1002	45	9	,	,	PUNCT
absel-1002	45	10	so	so	SCONJ
absel-1002	45	11	most	most	ADJ
absel-1002	45	12	students	student	NOUN
absel-1002	45	13	will	will	AUX
absel-1002	45	14	face	face	VERB
absel-1002	45	15	these	these	DET
absel-1002	45	16	choices	choice	NOUN
absel-1002	45	17	.	.	PUNCT
absel-1002	46	1	we	we	PRON
absel-1002	46	2	have	have	VERB
absel-1002	46	3	students	student	NOUN
absel-1002	46	4	calculate	calculate	VERB
absel-1002	46	5	how	how	SCONJ
absel-1002	46	6	much	much	ADJ
absel-1002	46	7	money	money	NOUN
absel-1002	46	8	should	should	AUX
absel-1002	46	9	be	be	AUX
absel-1002	46	10	invested	invest	VERB
absel-1002	46	11	each	each	DET
absel-1002	46	12	month	month	NOUN
absel-1002	46	13	to	to	PART
absel-1002	46	14	provide	provide	VERB
absel-1002	46	15	a	a	DET
absel-1002	46	16	specified	specify	VERB
absel-1002	46	17	annuity	annuity	NOUN
absel-1002	46	18	for	for	ADP
absel-1002	46	19	retirement	retirement	NOUN
absel-1002	46	20	after	after	ADP
absel-1002	46	21	taking	take	VERB
absel-1002	46	22	into	into	ADP
absel-1002	46	23	account	account	NOUN
absel-1002	46	24	the	the	DET
absel-1002	46	25	effects	effect	NOUN
absel-1002	46	26	of	of	ADP
absel-1002	46	27	expected	expect	VERB
absel-1002	46	28	inflation	inflation	NOUN
absel-1002	46	29	in	in	ADP
absel-1002	46	30	both	both	CCONJ
absel-1002	46	31	the	the	DET
absel-1002	46	32	income	income	NOUN
absel-1002	46	33	producing	produce	VERB
absel-1002	46	34	and	and	CCONJ
absel-1002	46	35	retirement	retirement	NOUN
absel-1002	46	36	years	year	NOUN
absel-1002	46	37	.	.	PUNCT
absel-1002	47	1	incomes	income	NOUN
absel-1002	47	2	normally	normally	ADV
absel-1002	47	3	rise	rise	VERB
absel-1002	47	4	during	during	ADP
absel-1002	47	5	the	the	DET
absel-1002	47	6	earning	earning	NOUN
absel-1002	47	7	years	year	NOUN
absel-1002	47	8	so	so	SCONJ
absel-1002	47	9	we	we	PRON
absel-1002	47	10	use	use	VERB
absel-1002	47	11	a	a	DET
absel-1002	47	12	growth	growth	NOUN
absel-1002	47	13	annuity	annuity	NOUN
absel-1002	47	14	to	to	PART
absel-1002	47	15	calculate	calculate	VERB
absel-1002	47	16	the	the	DET
absel-1002	47	17	investment	investment	NOUN
absel-1002	47	18	amounts	amount	NOUN
absel-1002	47	19	needed	need	VERB
absel-1002	47	20	.	.	PUNCT
absel-1002	48	1	to	to	PART
absel-1002	48	2	illustrate	illustrate	VERB
absel-1002	48	3	where	where	SCONJ
absel-1002	48	4	the	the	DET
absel-1002	48	5	money	money	NOUN
absel-1002	48	6	should	should	AUX
absel-1002	48	7	be	be	AUX
absel-1002	48	8	invested	invest	VERB
absel-1002	48	9	we	we	PRON
absel-1002	48	10	present	present	VERB
absel-1002	48	11	historical	historical	ADJ
absel-1002	48	12	average	average	ADJ
absel-1002	48	13	rates	rate	NOUN
absel-1002	48	14	of	of	ADP
absel-1002	48	15	return	return	NOUN
absel-1002	48	16	on	on	ADP
absel-1002	48	17	various	various	ADJ
absel-1002	48	18	investment	investment	NOUN
absel-1002	48	19	types	type	NOUN
absel-1002	48	20	and	and	CCONJ
absel-1002	48	21	calculate	calculate	VERB
absel-1002	48	22	how	how	SCONJ
absel-1002	48	23	the	the	DET
absel-1002	48	24	amounts	amount	NOUN
absel-1002	48	25	invested	invest	VERB
absel-1002	48	26	vary	vary	VERB
absel-1002	48	27	with	with	ADP
absel-1002	48	28	different	different	ADJ
absel-1002	48	29	investment	investment	NOUN
absel-1002	48	30	classes	class	NOUN
absel-1002	48	31	.	.	PUNCT
absel-1002	49	1	this	this	DET
absel-1002	49	2	tool	tool	NOUN
absel-1002	49	3	is	be	AUX
absel-1002	49	4	especially	especially	ADV
absel-1002	49	5	helpful	helpful	ADJ
absel-1002	49	6	in	in	ADP
absel-1002	49	7	illustrating	illustrate	VERB
absel-1002	49	8	the	the	DET
absel-1002	49	9	sensitivity	sensitivity	NOUN
absel-1002	49	10	of	of	ADP
absel-1002	49	11	the	the	DET
absel-1002	49	12	results	result	NOUN
absel-1002	49	13	to	to	ADP
absel-1002	49	14	the	the	DET
absel-1002	49	15	assumptions	assumption	NOUN
absel-1002	49	16	used	use	VERB
absel-1002	49	17	and	and	CCONJ
absel-1002	49	18	to	to	PART
absel-1002	49	19	highlight	highlight	VERB
absel-1002	49	20	the	the	DET
absel-1002	49	21	need	need	NOUN
absel-1002	49	22	to	to	PART
absel-1002	49	23	start	start	VERB
absel-1002	49	24	saving	save	VERB
absel-1002	49	25	at	at	ADP
absel-1002	49	26	an	an	DET
absel-1002	49	27	early	early	ADJ
absel-1002	49	28	age	age	NOUN
absel-1002	49	29	.	.	PUNCT
absel-1002	50	1	the	the	DET
absel-1002	50	2	method	method	NOUN
absel-1002	50	3	is	be	AUX
absel-1002	50	4	very	very	ADV
absel-1002	50	5	similar	similar	ADJ
absel-1002	50	6	to	to	ADP
absel-1002	50	7	what	what	PRON
absel-1002	50	8	many	many	ADJ
absel-1002	50	9	professional	professional	ADJ
absel-1002	50	10	financial	financial	ADJ
absel-1002	50	11	planners	planner	NOUN
absel-1002	50	12	use	use	VERB
absel-1002	50	13	and	and	CCONJ
absel-1002	50	14	students	student	NOUN
absel-1002	50	15	seeking	seek	VERB
absel-1002	50	16	employment	employment	NOUN
absel-1002	50	17	in	in	ADP
absel-1002	50	18	this	this	DET
absel-1002	50	19	area	area	NOUN
absel-1002	50	20	will	will	AUX
absel-1002	50	21	already	already	ADV
absel-1002	50	22	be	be	AUX
absel-1002	50	23	10	10	NUM
absel-1002	50	24	developments	development	NOUN
absel-1002	50	25	in	in	ADP
absel-1002	50	26	business	business	NOUN
absel-1002	50	27	simulation	simulation	NOUN
absel-1002	50	28	and	and	CCONJ
absel-1002	50	29	experiential	experiential	ADJ
absel-1002	50	30	learning	learning	NOUN
absel-1002	50	31	,	,	PUNCT
absel-1002	50	32	volume	volume	NOUN
absel-1002	50	33	25	25	NUM
absel-1002	50	34	,	,	PUNCT
absel-1002	50	35	1998	1998	NUM
absel-1002	50	36	familiar	familiar	ADJ
absel-1002	50	37	with	with	ADP
absel-1002	50	38	applications	application	NOUN
absel-1002	50	39	of	of	ADP
absel-1002	50	40	this	this	DET
absel-1002	50	41	type	type	NOUN
absel-1002	50	42	of	of	ADP
absel-1002	50	43	methodology	methodology	NOUN
absel-1002	50	44	.	.	PUNCT
absel-1002	51	1	calculation	calculation	NOUN
absel-1002	51	2	of	of	ADP
absel-1002	51	3	the	the	DET
absel-1002	51	4	efficient	efficient	ADJ
absel-1002	51	5	frontier	frontier	NOUN
absel-1002	51	6	one	one	NUM
absel-1002	51	7	of	of	ADP
absel-1002	51	8	the	the	DET
absel-1002	51	9	main	main	ADJ
absel-1002	51	10	conclusions	conclusion	NOUN
absel-1002	51	11	of	of	ADP
absel-1002	51	12	modern	modern	ADJ
absel-1002	51	13	portfolio	portfolio	NOUN
absel-1002	51	14	theory	theory	NOUN
absel-1002	51	15	is	be	AUX
absel-1002	51	16	the	the	DET
absel-1002	51	17	benefit	benefit	NOUN
absel-1002	51	18	investors	investor	NOUN
absel-1002	51	19	receive	receive	VERB
absel-1002	51	20	from	from	ADP
absel-1002	51	21	diversification	diversification	NOUN
absel-1002	51	22	of	of	ADP
absel-1002	51	23	their	their	PRON
absel-1002	51	24	investments	investment	NOUN
absel-1002	51	25	.	.	PUNCT
absel-1002	52	1	all	all	DET
absel-1002	52	2	investors	investor	NOUN
absel-1002	52	3	should	should	AUX
absel-1002	52	4	diversify	diversify	VERB
absel-1002	52	5	,	,	PUNCT
absel-1002	52	6	but	but	CCONJ
absel-1002	52	7	how	how	SCONJ
absel-1002	52	8	much	much	ADJ
absel-1002	52	9	diversification	diversification	NOUN
absel-1002	52	10	is	be	AUX
absel-1002	52	11	enough	enough	ADJ
absel-1002	52	12	?	?	PUNCT
absel-1002	53	1	the	the	DET
absel-1002	53	2	efficient	efficient	ADJ
absel-1002	53	3	frontier	frontier	NOUN
absel-1002	53	4	describes	describe	VERB
absel-1002	53	5	the	the	DET
absel-1002	53	6	best	well	ADV
absel-1002	53	7	diversified	diversify	VERB
absel-1002	53	8	combinations	combination	NOUN
absel-1002	53	9	that	that	PRON
absel-1002	53	10	still	still	ADV
absel-1002	53	11	can	can	AUX
absel-1002	53	12	be	be	AUX
absel-1002	53	13	expected	expect	VERB
absel-1002	53	14	to	to	PART
absel-1002	53	15	yield	yield	VERB
absel-1002	53	16	a	a	DET
absel-1002	53	17	given	give	VERB
absel-1002	53	18	expected	expect	VERB
absel-1002	53	19	return	return	NOUN
absel-1002	53	20	level	level	NOUN
absel-1002	53	21	.	.	PUNCT
absel-1002	54	1	the	the	DET
absel-1002	54	2	efficient	efficient	ADJ
absel-1002	54	3	frontier	frontier	NOUN
absel-1002	54	4	is	be	AUX
absel-1002	54	5	derived	derive	VERB
absel-1002	54	6	by	by	ADP
absel-1002	54	7	considering	consider	VERB
absel-1002	54	8	how	how	SCONJ
absel-1002	54	9	different	different	ADJ
absel-1002	54	10	assets	asset	NOUN
absel-1002	54	11	’	'	PUNCT
absel-1002	54	12	returns	return	NOUN
absel-1002	54	13	move	move	VERB
absel-1002	54	14	relative	relative	ADV
absel-1002	54	15	to	to	ADP
absel-1002	54	16	one	one	NUM
absel-1002	54	17	another	another	DET
absel-1002	54	18	,	,	PUNCT
absel-1002	54	19	i.e.	i.e.	X
absel-1002	54	20	,	,	PUNCT
absel-1002	54	21	the	the	DET
absel-1002	54	22	extent	extent	NOUN
absel-1002	54	23	of	of	ADP
absel-1002	54	24	the	the	DET
absel-1002	54	25	correlation	correlation	NOUN
absel-1002	54	26	of	of	ADP
absel-1002	54	27	the	the	DET
absel-1002	54	28	assets	asset	NOUN
absel-1002	54	29	’	'	PUNCT
absel-1002	54	30	return	return	NOUN
absel-1002	54	31	streams	stream	NOUN
absel-1002	54	32	,	,	PUNCT
absel-1002	54	33	and	and	CCONJ
absel-1002	54	34	choosing	choose	VERB
absel-1002	54	35	the	the	DET
absel-1002	54	36	least	least	ADJ
absel-1002	54	37	correlated	correlate	VERB
absel-1002	54	38	combinations	combination	NOUN
absel-1002	54	39	while	while	SCONJ
absel-1002	54	40	maintaining	maintain	VERB
absel-1002	54	41	the	the	DET
absel-1002	54	42	portfolio	portfolio	NOUN
absel-1002	54	43	’s	’s	PART
absel-1002	54	44	expected	expect	VERB
absel-1002	54	45	return	return	NOUN
absel-1002	54	46	.	.	PUNCT
absel-1002	55	1	the	the	DET
absel-1002	55	2	most	most	ADV
absel-1002	55	3	sophisticated	sophisticated	ADJ
absel-1002	55	4	part	part	NOUN
absel-1002	55	5	of	of	ADP
absel-1002	55	6	the	the	DET
absel-1002	55	7	program	program	NOUN
absel-1002	55	8	is	be	AUX
absel-1002	55	9	the	the	DET
absel-1002	55	10	efficient	efficient	ADJ
absel-1002	55	11	frontier	frontier	NOUN
absel-1002	55	12	calculation	calculation	NOUN
absel-1002	55	13	.	.	PUNCT
absel-1002	56	1	this	this	DET
absel-1002	56	2	procedure	procedure	NOUN
absel-1002	56	3	uses	use	VERB
absel-1002	56	4	historical	historical	ADJ
absel-1002	56	5	return	return	NOUN
absel-1002	56	6	data	datum	NOUN
absel-1002	56	7	from	from	ADP
absel-1002	56	8	any	any	DET
absel-1002	56	9	set	set	NOUN
absel-1002	56	10	of	of	ADP
absel-1002	56	11	stocks	stock	NOUN
absel-1002	56	12	,	,	PUNCT
absel-1002	56	13	bonds	bond	NOUN
absel-1002	56	14	or	or	CCONJ
absel-1002	56	15	mutual	mutual	ADJ
absel-1002	56	16	funds	fund	NOUN
absel-1002	56	17	,	,	PUNCT
absel-1002	56	18	etc	etc	X
absel-1002	56	19	.	.	X
absel-1002	56	20	,	,	PUNCT
absel-1002	56	21	and	and	CCONJ
absel-1002	56	22	finds	find	VERB
absel-1002	56	23	the	the	DET
absel-1002	56	24	best	well	ADV
absel-1002	56	25	diversified	diversified	ADJ
absel-1002	56	26	combinations	combination	NOUN
absel-1002	56	27	.	.	PUNCT
absel-1002	57	1	the	the	DET
absel-1002	57	2	package	package	NOUN
absel-1002	57	3	finds	find	VERB
absel-1002	57	4	the	the	DET
absel-1002	57	5	combination	combination	NOUN
absel-1002	57	6	which	which	PRON
absel-1002	57	7	provides	provide	VERB
absel-1002	57	8	the	the	DET
absel-1002	57	9	lowest	low	ADJ
absel-1002	57	10	risk	risk	NOUN
absel-1002	57	11	at	at	ADP
absel-1002	57	12	the	the	DET
absel-1002	57	13	given	give	VERB
absel-1002	57	14	desired	desire	VERB
absel-1002	57	15	rate	rate	NOUN
absel-1002	57	16	of	of	ADP
absel-1002	57	17	return	return	NOUN
absel-1002	57	18	level	level	NOUN
absel-1002	57	19	(	(	PUNCT
absel-1002	57	20	no	no	DET
absel-1002	57	21	short	short	ADJ
absel-1002	57	22	sales	sale	NOUN
absel-1002	57	23	are	be	AUX
absel-1002	57	24	allowed	allow	VERB
absel-1002	57	25	)	)	PUNCT
absel-1002	57	26	.	.	PUNCT
absel-1002	58	1	we	we	PRON
absel-1002	58	2	specify	specify	VERB
absel-1002	58	3	a	a	DET
absel-1002	58	4	step	step	NOUN
absel-1002	58	5	function	function	NOUN
absel-1002	58	6	for	for	ADP
absel-1002	58	7	the	the	DET
absel-1002	58	8	desired	desire	VERB
absel-1002	58	9	rate	rate	NOUN
absel-1002	58	10	of	of	ADP
absel-1002	58	11	return	return	NOUN
absel-1002	58	12	and	and	CCONJ
absel-1002	58	13	recalculate	recalculate	VERB
absel-1002	58	14	the	the	DET
absel-1002	58	15	optimum	optimum	ADJ
absel-1002	58	16	combination	combination	NOUN
absel-1002	58	17	at	at	ADP
absel-1002	58	18	each	each	DET
absel-1002	58	19	different	different	ADJ
absel-1002	58	20	return	return	NOUN
absel-1002	58	21	level	level	NOUN
absel-1002	58	22	.	.	PUNCT
absel-1002	59	1	the	the	DET
absel-1002	59	2	result	result	NOUN
absel-1002	59	3	is	be	AUX
absel-1002	59	4	graphed	graph	VERB
absel-1002	59	5	with	with	ADP
absel-1002	59	6	a	a	DET
absel-1002	59	7	smooth	smooth	ADJ
absel-1002	59	8	curve	curve	NOUN
absel-1002	59	9	with	with	ADP
absel-1002	59	10	expected	expect	VERB
absel-1002	59	11	return	return	NOUN
absel-1002	59	12	on	on	ADP
absel-1002	59	13	the	the	DET
absel-1002	59	14	vertical	vertical	ADJ
absel-1002	59	15	axis	axis	NOUN
absel-1002	59	16	and	and	CCONJ
absel-1002	59	17	risk	risk	NOUN
absel-1002	59	18	on	on	ADP
absel-1002	59	19	the	the	DET
absel-1002	59	20	horizontal	horizontal	ADJ
absel-1002	59	21	axis	axis	NOUN
absel-1002	59	22	.	.	PUNCT
absel-1002	60	1	the	the	DET
absel-1002	60	2	solution	solution	NOUN
absel-1002	60	3	points	point	NOUN
absel-1002	60	4	are	be	AUX
absel-1002	60	5	the	the	DET
absel-1002	60	6	percentages	percentage	NOUN
absel-1002	60	7	of	of	ADP
absel-1002	60	8	the	the	DET
absel-1002	60	9	total	total	ADJ
absel-1002	60	10	portfolio	portfolio	NOUN
absel-1002	60	11	amount	amount	NOUN
absel-1002	60	12	that	that	PRON
absel-1002	60	13	should	should	AUX
absel-1002	60	14	be	be	AUX
absel-1002	60	15	invested	invest	VERB
absel-1002	60	16	in	in	ADP
absel-1002	60	17	each	each	DET
absel-1002	60	18	security	security	NOUN
absel-1002	60	19	or	or	CCONJ
absel-1002	60	20	fund	fund	NOUN
absel-1002	60	21	.	.	PUNCT
absel-1002	61	1	for	for	ADP
absel-1002	61	2	example	example	NOUN
absel-1002	61	3	,	,	PUNCT
absel-1002	61	4	the	the	DET
absel-1002	61	5	lowest	low	ADJ
absel-1002	61	6	risk	risk	NOUN
absel-1002	61	7	alternative	alternative	NOUN
absel-1002	61	8	that	that	PRON
absel-1002	61	9	will	will	AUX
absel-1002	61	10	still	still	ADV
absel-1002	61	11	yield	yield	VERB
absel-1002	61	12	a	a	DET
absel-1002	61	13	14	14	NUM
absel-1002	61	14	%	%	NOUN
absel-1002	61	15	per	per	ADP
absel-1002	61	16	year	year	NOUN
absel-1002	61	17	expected	expect	VERB
absel-1002	61	18	rate	rate	NOUN
absel-1002	61	19	of	of	ADP
absel-1002	61	20	return	return	NOUN
absel-1002	61	21	may	may	AUX
absel-1002	61	22	be	be	AUX
absel-1002	61	23	to	to	PART
absel-1002	61	24	put	put	VERB
absel-1002	61	25	70	70	NUM
absel-1002	61	26	%	%	NOUN
absel-1002	61	27	of	of	ADP
absel-1002	61	28	your	your	PRON
absel-1002	61	29	money	money	NOUN
absel-1002	61	30	in	in	ADP
absel-1002	61	31	xyz	xyz	PROPN
absel-1002	61	32	mutual	mutual	ADJ
absel-1002	61	33	fund	fund	NOUN
absel-1002	61	34	,	,	PUNCT
absel-1002	61	35	20	20	NUM
absel-1002	61	36	%	%	NOUN
absel-1002	61	37	in	in	ADP
absel-1002	61	38	abc	abc	PROPN
absel-1002	61	39	long	long	ADJ
absel-1002	61	40	term	term	NOUN
absel-1002	61	41	bonds	bond	NOUN
absel-1002	61	42	and	and	CCONJ
absel-1002	61	43	10	10	NUM
absel-1002	61	44	%	%	NOUN
absel-1002	61	45	in	in	ADP
absel-1002	61	46	ghi	ghi	PROPN
absel-1002	61	47	stock	stock	NOUN
absel-1002	61	48	.	.	PUNCT
absel-1002	62	1	the	the	DET
absel-1002	62	2	efficient	efficient	ADJ
absel-1002	62	3	frontier	frontier	NOUN
absel-1002	62	4	program	program	NOUN
absel-1002	62	5	requires	require	VERB
absel-1002	62	6	a	a	DET
absel-1002	62	7	quadratic	quadratic	ADJ
absel-1002	62	8	programming	programming	NOUN
absel-1002	62	9	solution	solution	NOUN
absel-1002	62	10	because	because	SCONJ
absel-1002	62	11	of	of	ADP
absel-1002	62	12	nonlinearity	nonlinearity	NOUN
absel-1002	62	13	in	in	ADP
absel-1002	62	14	the	the	DET
absel-1002	62	15	relationship	relationship	NOUN
absel-1002	62	16	between	between	ADP
absel-1002	62	17	portfolio	portfolio	NOUN
absel-1002	62	18	standard	standard	ADJ
absel-1002	62	19	deviation	deviation	NOUN
absel-1002	62	20	and	and	CCONJ
absel-1002	62	21	expected	expect	VERB
absel-1002	62	22	return	return	NOUN
absel-1002	62	23	for	for	ADP
absel-1002	62	24	combinations	combination	NOUN
absel-1002	62	25	of	of	ADP
absel-1002	62	26	securities	security	NOUN
absel-1002	62	27	whose	whose	DET
absel-1002	62	28	returns	return	NOUN
absel-1002	62	29	are	be	AUX
absel-1002	62	30	not	not	PART
absel-1002	62	31	perfectly	perfectly	ADV
absel-1002	62	32	correlated	correlate	VERB
absel-1002	62	33	.	.	PUNCT
absel-1002	63	1	as	as	ADP
absel-1002	63	2	a	a	DET
absel-1002	63	3	result	result	NOUN
absel-1002	63	4	,	,	PUNCT
absel-1002	63	5	students	student	NOUN
absel-1002	63	6	have	have	AUX
absel-1002	63	7	had	have	VERB
absel-1002	63	8	difficulty	difficulty	NOUN
absel-1002	63	9	implementing	implement	VERB
absel-1002	63	10	the	the	DET
absel-1002	63	11	major	major	ADJ
absel-1002	63	12	practical	practical	ADJ
absel-1002	63	13	result	result	NOUN
absel-1002	63	14	of	of	ADP
absel-1002	63	15	modern	modern	ADJ
absel-1002	63	16	portfolio	portfolio	NOUN
absel-1002	63	17	theory	theory	NOUN
absel-1002	63	18	without	without	ADP
absel-1002	63	19	a	a	DET
absel-1002	63	20	computer	computer	NOUN
absel-1002	63	21	package	package	NOUN
absel-1002	63	22	.	.	PUNCT
absel-1002	64	1	in	in	ADP
absel-1002	64	2	the	the	DET
absel-1002	64	3	past	past	NOUN
absel-1002	64	4	we	we	PRON
absel-1002	64	5	have	have	AUX
absel-1002	64	6	been	be	AUX
absel-1002	64	7	largely	largely	ADV
absel-1002	64	8	unable	unable	ADJ
absel-1002	64	9	to	to	PART
absel-1002	64	10	give	give	VERB
absel-1002	64	11	students	student	NOUN
absel-1002	64	12	practical	practical	ADJ
absel-1002	64	13	experience	experience	NOUN
absel-1002	64	14	in	in	ADP
absel-1002	64	15	this	this	DET
absel-1002	64	16	technique	technique	NOUN
absel-1002	64	17	because	because	SCONJ
absel-1002	64	18	of	of	ADP
absel-1002	64	19	the	the	DET
absel-1002	64	20	lack	lack	NOUN
absel-1002	64	21	of	of	ADP
absel-1002	64	22	software	software	NOUN
absel-1002	64	23	available	available	ADJ
absel-1002	64	24	to	to	ADP
absel-1002	64	25	them	they	PRON
absel-1002	64	26	.	.	PUNCT
absel-1002	65	1	this	this	DET
absel-1002	65	2	problem	problem	NOUN
absel-1002	65	3	is	be	AUX
absel-1002	65	4	what	what	PRON
absel-1002	65	5	initially	initially	ADV
absel-1002	65	6	motivated	motivate	VERB
absel-1002	65	7	us	we	PRON
absel-1002	65	8	to	to	PART
absel-1002	65	9	develop	develop	VERB
absel-1002	65	10	the	the	DET
absel-1002	65	11	software	software	NOUN
absel-1002	65	12	package	package	NOUN
absel-1002	65	13	.	.	PUNCT
absel-1002	66	1	with	with	ADP
absel-1002	66	2	the	the	DET
absel-1002	66	3	program	program	NOUN
absel-1002	66	4	,	,	PUNCT
absel-1002	66	5	we	we	PRON
absel-1002	66	6	can	can	AUX
absel-1002	66	7	easily	easily	ADV
absel-1002	66	8	illustrate	illustrate	VERB
absel-1002	66	9	the	the	DET
absel-1002	66	10	benefits	benefit	NOUN
absel-1002	66	11	of	of	ADP
absel-1002	66	12	adding	add	VERB
absel-1002	66	13	securities	security	NOUN
absel-1002	66	14	to	to	ADP
absel-1002	66	15	a	a	DET
absel-1002	66	16	portfolio	portfolio	NOUN
absel-1002	66	17	in	in	ADP
absel-1002	66	18	order	order	NOUN
absel-1002	66	19	to	to	PART
absel-1002	66	20	improve	improve	VERB
absel-1002	66	21	the	the	DET
absel-1002	66	22	relationship	relationship	NOUN
absel-1002	66	23	between	between	ADP
absel-1002	66	24	risk	risk	NOUN
absel-1002	66	25	and	and	CCONJ
absel-1002	66	26	return	return	NOUN
absel-1002	66	27	by	by	ADP
absel-1002	66	28	tracking	track	VERB
absel-1002	66	29	how	how	SCONJ
absel-1002	66	30	the	the	DET
absel-1002	66	31	risk	risk	NOUN
absel-1002	66	32	is	be	AUX
absel-1002	66	33	reduced	reduce	VERB
absel-1002	66	34	at	at	ADP
absel-1002	66	35	the	the	DET
absel-1002	66	36	given	give	VERB
absel-1002	66	37	return	return	NOUN
absel-1002	66	38	level	level	NOUN
absel-1002	66	39	as	as	SCONJ
absel-1002	66	40	more	more	ADJ
absel-1002	66	41	investment	investment	NOUN
absel-1002	66	42	opportunities	opportunity	NOUN
absel-1002	66	43	are	be	AUX
absel-1002	66	44	added	add	VERB
absel-1002	66	45	.	.	PUNCT
absel-1002	67	1	students	student	NOUN
absel-1002	67	2	can	can	AUX
absel-1002	67	3	see	see	VERB
absel-1002	67	4	and	and	CCONJ
absel-1002	67	5	manipulate	manipulate	VERB
absel-1002	67	6	the	the	DET
absel-1002	67	7	correlation	correlation	NOUN
absel-1002	67	8	matrix	matrix	NOUN
absel-1002	67	9	.	.	PUNCT
absel-1002	68	1	this	this	PRON
absel-1002	68	2	is	be	AUX
absel-1002	68	3	useful	useful	ADJ
absel-1002	68	4	in	in	ADP
absel-1002	68	5	emphasizing	emphasize	VERB
absel-1002	68	6	the	the	DET
absel-1002	68	7	critical	critical	ADJ
absel-1002	68	8	effect	effect	NOUN
absel-1002	68	9	the	the	DET
absel-1002	68	10	correlations	correlation	NOUN
absel-1002	68	11	exert	exert	VERB
absel-1002	68	12	on	on	ADP
absel-1002	68	13	overall	overall	ADJ
absel-1002	68	14	portfolio	portfolio	NOUN
absel-1002	68	15	risk	risk	NOUN
absel-1002	68	16	as	as	SCONJ
absel-1002	68	17	more	more	ADJ
absel-1002	68	18	securities	security	NOUN
absel-1002	68	19	are	be	AUX
absel-1002	68	20	added	add	VERB
absel-1002	68	21	.	.	PUNCT
absel-1002	69	1	we	we	PRON
absel-1002	69	2	can	can	AUX
absel-1002	69	3	also	also	ADV
absel-1002	69	4	demonstrate	demonstrate	VERB
absel-1002	69	5	approximately	approximately	ADV
absel-1002	69	6	how	how	SCONJ
absel-1002	69	7	many	many	ADJ
absel-1002	69	8	securities	security	NOUN
absel-1002	69	9	need	need	VERB
absel-1002	69	10	to	to	PART
absel-1002	69	11	be	be	AUX
absel-1002	69	12	added	add	VERB
absel-1002	69	13	before	before	SCONJ
absel-1002	69	14	the	the	DET
absel-1002	69	15	diversification	diversification	NOUN
absel-1002	69	16	benefits	benefit	NOUN
absel-1002	69	17	diminish	diminish	VERB
absel-1002	69	18	dramatically	dramatically	ADV
absel-1002	69	19	.	.	PUNCT
absel-1002	70	1	the	the	DET
absel-1002	70	2	systematic	systematic	ADJ
absel-1002	70	3	component	component	NOUN
absel-1002	70	4	of	of	ADP
absel-1002	70	5	investment	investment	NOUN
absel-1002	70	6	risk	risk	NOUN
absel-1002	70	7	is	be	AUX
absel-1002	70	8	highlighted	highlight	VERB
absel-1002	70	9	by	by	ADP
absel-1002	70	10	showing	show	VERB
absel-1002	70	11	that	that	SCONJ
absel-1002	70	12	some	some	DET
absel-1002	70	13	level	level	NOUN
absel-1002	70	14	of	of	ADP
absel-1002	70	15	systemic	systemic	ADJ
absel-1002	70	16	risk	risk	NOUN
absel-1002	70	17	is	be	AUX
absel-1002	70	18	inevitable	inevitable	ADJ
absel-1002	70	19	in	in	ADP
absel-1002	70	20	an	an	DET
absel-1002	70	21	unhedged	unhedged	ADJ
absel-1002	70	22	portfolio	portfolio	NOUN
absel-1002	70	23	.	.	PUNCT
absel-1002	71	1	if	if	SCONJ
absel-1002	71	2	the	the	DET
absel-1002	71	3	instructor	instructor	NOUN
absel-1002	71	4	desires	desire	NOUN
absel-1002	71	5	,	,	PUNCT
absel-1002	71	6	the	the	DET
absel-1002	71	7	risk	risk	NOUN
absel-1002	71	8	free	free	ADJ
absel-1002	71	9	rate	rate	NOUN
absel-1002	71	10	can	can	AUX
absel-1002	71	11	be	be	AUX
absel-1002	71	12	introduced	introduce	VERB
absel-1002	71	13	and	and	CCONJ
absel-1002	71	14	the	the	DET
absel-1002	71	15	students	student	NOUN
absel-1002	71	16	can	can	AUX
absel-1002	71	17	then	then	ADV
absel-1002	71	18	find	find	VERB
absel-1002	71	19	the	the	DET
absel-1002	71	20	optimal	optimal	ADJ
absel-1002	71	21	capital	capital	NOUN
absel-1002	71	22	allocation	allocation	NOUN
absel-1002	71	23	line	line	NOUN
absel-1002	71	24	,	,	PUNCT
absel-1002	71	25	estimate	estimate	VERB
absel-1002	71	26	the	the	DET
absel-1002	71	27	optimal	optimal	ADJ
absel-1002	71	28	risky	risky	ADJ
absel-1002	71	29	portfolio	portfolio	NOUN
absel-1002	71	30	and	and	CCONJ
absel-1002	71	31	the	the	DET
absel-1002	71	32	“	"	PUNCT
absel-1002	71	33	market	market	NOUN
absel-1002	71	34	”	"	PUNCT
absel-1002	71	35	price	price	NOUN
absel-1002	71	36	of	of	ADP
absel-1002	71	37	bearing	bear	VERB
absel-1002	71	38	risk	risk	NOUN
absel-1002	71	39	.	.	PUNCT
absel-1002	72	1	these	these	DET
absel-1002	72	2	results	result	NOUN
absel-1002	72	3	can	can	AUX
absel-1002	72	4	be	be	AUX
absel-1002	72	5	used	use	VERB
absel-1002	72	6	to	to	PART
absel-1002	72	7	illustrate	illustrate	VERB
absel-1002	72	8	the	the	DET
absel-1002	72	9	basic	basic	ADJ
absel-1002	72	10	results	result	NOUN
absel-1002	72	11	of	of	ADP
absel-1002	72	12	the	the	DET
absel-1002	72	13	capm	capm	PROPN
absel-1002	72	14	concepts	concept	NOUN
absel-1002	72	15	.	.	PUNCT
absel-1002	73	1	spreadsheet	spreadsheet	PROPN
absel-1002	73	2	design	design	VERB
absel-1002	73	3	the	the	DET
absel-1002	73	4	securities	security	NOUN
absel-1002	73	5	analysis	analysis	NOUN
absel-1002	73	6	software	software	NOUN
absel-1002	73	7	is	be	AUX
absel-1002	73	8	a	a	DET
absel-1002	73	9	series	series	NOUN
absel-1002	73	10	of	of	ADP
absel-1002	73	11	spreadsheets	spreadsheet	NOUN
absel-1002	73	12	which	which	PRON
absel-1002	73	13	compute	compute	VERB
absel-1002	73	14	statistics	statistic	NOUN
absel-1002	73	15	,	,	PUNCT
absel-1002	73	16	planning	plan	VERB
absel-1002	73	17	outputs	output	NOUN
absel-1002	73	18	,	,	PUNCT
absel-1002	73	19	and	and	CCONJ
absel-1002	73	20	the	the	DET
absel-1002	73	21	efficient	efficient	ADJ
absel-1002	73	22	portfolio	portfolio	NOUN
absel-1002	73	23	frontier	frontier	NOUN
absel-1002	73	24	(	(	PUNCT
absel-1002	73	25	with	with	ADP
absel-1002	73	26	a	a	DET
absel-1002	73	27	graph	graph	NOUN
absel-1002	73	28	)	)	PUNCT
absel-1002	73	29	for	for	ADP
absel-1002	73	30	a	a	DET
absel-1002	73	31	set	set	NOUN
absel-1002	73	32	of	of	ADP
absel-1002	73	33	securities	security	NOUN
absel-1002	73	34	.	.	PUNCT
absel-1002	74	1	the	the	DET
absel-1002	74	2	software	software	NOUN
absel-1002	74	3	was	be	AUX
absel-1002	74	4	set	set	VERB
absel-1002	74	5	up	up	ADP
absel-1002	74	6	to	to	PART
absel-1002	74	7	read	read	VERB
absel-1002	74	8	monthly	monthly	ADJ
absel-1002	74	9	return	return	NOUN
absel-1002	74	10	data	datum	NOUN
absel-1002	74	11	(	(	PUNCT
absel-1002	74	12	for	for	ADP
absel-1002	74	13	up	up	ADP
absel-1002	74	14	to	to	PART
absel-1002	74	15	20	20	NUM
absel-1002	74	16	securities	security	NOUN
absel-1002	74	17	and	and	CCONJ
absel-1002	74	18	up	up	ADP
absel-1002	74	19	to	to	PART
absel-1002	74	20	60	60	NUM
absel-1002	74	21	months	month	NOUN
absel-1002	74	22	)	)	PUNCT
absel-1002	74	23	for	for	ADP
absel-1002	74	24	any	any	DET
absel-1002	74	25	combination	combination	NOUN
absel-1002	74	26	of	of	ADP
absel-1002	74	27	securities	security	NOUN
absel-1002	74	28	selected	select	VERB
absel-1002	74	29	from	from	ADP
absel-1002	74	30	a	a	DET
absel-1002	74	31	large	large	ADJ
absel-1002	74	32	database	database	NOUN
absel-1002	74	33	created	create	VERB
absel-1002	74	34	by	by	ADP
absel-1002	74	35	the	the	DET
absel-1002	74	36	instructor	instructor	NOUN
absel-1002	74	37	.	.	PUNCT
absel-1002	75	1	the	the	DET
absel-1002	75	2	software	software	NOUN
absel-1002	75	3	has	have	AUX
absel-1002	75	4	been	be	AUX
absel-1002	75	5	presented	present	VERB
absel-1002	75	6	in	in	ADP
absel-1002	75	7	two	two	NUM
absel-1002	75	8	ways	way	NOUN
absel-1002	75	9	,	,	PUNCT
absel-1002	75	10	first	first	ADV
absel-1002	75	11	as	as	ADP
absel-1002	75	12	a	a	DET
absel-1002	75	13	“	"	PUNCT
absel-1002	75	14	canned	can	VERB
absel-1002	75	15	”	"	PUNCT
absel-1002	75	16	package	package	NOUN
absel-1002	75	17	with	with	ADP
absel-1002	75	18	menus	menu	NOUN
absel-1002	75	19	providing	provide	VERB
absel-1002	75	20	macro	macro	ADJ
absel-1002	75	21	programmed	program	VERB
absel-1002	75	22	control	control	NOUN
absel-1002	75	23	,	,	PUNCT
absel-1002	75	24	and	and	CCONJ
absel-1002	75	25	second	second	ADV
absel-1002	75	26	as	as	ADP
absel-1002	75	27	a	a	DET
absel-1002	75	28	“	"	PUNCT
absel-1002	75	29	doit	doit	X
absel-1002	75	30	-	-	PUNCT
absel-1002	75	31	yourself	yourself	PRON
absel-1002	75	32	”	"	PUNCT
absel-1002	75	33	spreadsheet	spreadsheet	NOUN
absel-1002	75	34	assignment	assignment	NOUN
absel-1002	75	35	.	.	PUNCT
absel-1002	76	1	in	in	ADP
absel-1002	76	2	the	the	DET
absel-1002	76	3	first	first	ADJ
absel-1002	76	4	case	case	NOUN
absel-1002	76	5	,	,	PUNCT
absel-1002	76	6	no	no	DET
absel-1002	76	7	knowledge	knowledge	NOUN
absel-1002	76	8	of	of	ADP
absel-1002	76	9	spreadsheets	spreadsheet	NOUN
absel-1002	76	10	is	be	AUX
absel-1002	76	11	required	require	VERB
absel-1002	76	12	;	;	PUNCT
absel-1002	76	13	menus	menu	NOUN
absel-1002	76	14	allow	allow	VERB
absel-1002	76	15	the	the	DET
absel-1002	76	16	student	student	NOUN
absel-1002	76	17	to	to	PART
absel-1002	76	18	select	select	VERB
absel-1002	76	19	any	any	DET
absel-1002	76	20	combination	combination	NOUN
absel-1002	76	21	of	of	ADP
absel-1002	76	22	securities	security	NOUN
absel-1002	76	23	from	from	ADP
absel-1002	76	24	the	the	DET
absel-1002	76	25	database	database	NOUN
absel-1002	76	26	and	and	CCONJ
absel-1002	76	27	to	to	PART
absel-1002	76	28	display	display	VERB
absel-1002	76	29	the	the	DET
absel-1002	76	30	11	11	NUM
absel-1002	76	31	developments	development	NOUN
absel-1002	76	32	in	in	ADP
absel-1002	76	33	business	business	NOUN
absel-1002	76	34	simulation	simulation	NOUN
absel-1002	76	35	and	and	CCONJ
absel-1002	76	36	experiential	experiential	ADJ
absel-1002	76	37	learning	learning	NOUN
absel-1002	76	38	,	,	PUNCT
absel-1002	76	39	volume	volume	NOUN
absel-1002	76	40	25	25	NUM
absel-1002	76	41	,	,	PUNCT
absel-1002	76	42	1998	1998	NUM
absel-1002	76	43	desired	desire	VERB
absel-1002	76	44	outputs	output	NOUN
absel-1002	76	45	.	.	PUNCT
absel-1002	77	1	a	a	DET
absel-1002	77	2	rather	rather	ADV
absel-1002	77	3	lengthy	lengthy	ADJ
absel-1002	77	4	set	set	NOUN
absel-1002	77	5	of	of	ADP
absel-1002	77	6	macro	macro	ADJ
absel-1002	77	7	instructions	instruction	NOUN
absel-1002	77	8	reads	read	VERB
absel-1002	77	9	the	the	DET
absel-1002	77	10	selected	select	VERB
absel-1002	77	11	data	datum	NOUN
absel-1002	77	12	into	into	ADP
absel-1002	77	13	the	the	DET
absel-1002	77	14	spreadsheet	spreadsheet	NOUN
absel-1002	77	15	,	,	PUNCT
absel-1002	77	16	performs	perform	VERB
absel-1002	77	17	all	all	DET
absel-1002	77	18	the	the	DET
absel-1002	77	19	calculations	calculation	NOUN
absel-1002	77	20	(	(	PUNCT
absel-1002	77	21	including	include	VERB
absel-1002	77	22	repeated	repeat	VERB
absel-1002	77	23	use	use	NOUN
absel-1002	77	24	of	of	ADP
absel-1002	77	25	the	the	DET
absel-1002	77	26	solver	solver	NOUN
absel-1002	77	27	to	to	PART
absel-1002	77	28	find	find	VERB
absel-1002	77	29	weights	weight	NOUN
absel-1002	77	30	for	for	ADP
absel-1002	77	31	the	the	DET
absel-1002	77	32	minimum	minimum	ADJ
absel-1002	77	33	risk	risk	NOUN
absel-1002	77	34	portfolios	portfolio	NOUN
absel-1002	77	35	of	of	ADP
absel-1002	77	36	the	the	DET
absel-1002	77	37	efficient	efficient	ADJ
absel-1002	77	38	frontier	frontier	NOUN
absel-1002	77	39	)	)	PUNCT
absel-1002	77	40	,	,	PUNCT
absel-1002	77	41	and	and	CCONJ
absel-1002	77	42	allows	allow	VERB
absel-1002	77	43	the	the	DET
absel-1002	77	44	student	student	NOUN
absel-1002	77	45	to	to	PART
absel-1002	77	46	view	view	VERB
absel-1002	77	47	the	the	DET
absel-1002	77	48	results	result	NOUN
absel-1002	77	49	.	.	PUNCT
absel-1002	78	1	one	one	NUM
absel-1002	78	2	of	of	ADP
absel-1002	78	3	the	the	DET
absel-1002	78	4	main	main	ADJ
absel-1002	78	5	menu	menu	NOUN
absel-1002	78	6	options	option	NOUN
absel-1002	78	7	is	be	AUX
absel-1002	78	8	a	a	DET
absel-1002	78	9	help	help	NOUN
absel-1002	78	10	file	file	NOUN
absel-1002	78	11	,	,	PUNCT
absel-1002	78	12	which	which	PRON
absel-1002	78	13	provides	provide	VERB
absel-1002	78	14	step	step	NOUN
absel-1002	78	15	by	by	ADP
absel-1002	78	16	step	step	NOUN
absel-1002	78	17	instructions	instruction	NOUN
absel-1002	78	18	for	for	ADP
absel-1002	78	19	use	use	NOUN
absel-1002	78	20	of	of	ADP
absel-1002	78	21	the	the	DET
absel-1002	78	22	software	software	NOUN
absel-1002	78	23	.	.	PUNCT
absel-1002	79	1	in	in	ADP
absel-1002	79	2	the	the	DET
absel-1002	79	3	second	second	ADJ
absel-1002	79	4	case	case	NOUN
absel-1002	79	5	,	,	PUNCT
absel-1002	79	6	the	the	DET
absel-1002	79	7	student	student	NOUN
absel-1002	79	8	creates	create	VERB
absel-1002	79	9	the	the	DET
absel-1002	79	10	spreadsheets	spreadsheet	NOUN
absel-1002	79	11	“	"	PUNCT
absel-1002	79	12	from	from	ADP
absel-1002	79	13	scratch	scratch	NOUN
absel-1002	79	14	”	"	PUNCT
absel-1002	79	15	(	(	PUNCT
absel-1002	79	16	although	although	SCONJ
absel-1002	79	17	a	a	DET
absel-1002	79	18	starting	starting	NOUN
absel-1002	79	19	template	template	NOUN
absel-1002	79	20	could	could	AUX
absel-1002	79	21	be	be	AUX
absel-1002	79	22	used	use	VERB
absel-1002	79	23	)	)	PUNCT
absel-1002	79	24	and	and	CCONJ
absel-1002	79	25	manipulates	manipulate	VERB
absel-1002	79	26	that	that	DET
absel-1002	79	27	spreadsheet	spreadsheet	NOUN
absel-1002	79	28	as	as	SCONJ
absel-1002	79	29	desired	desire	VERB
absel-1002	79	30	,	,	PUNCT
absel-1002	79	31	including	include	VERB
absel-1002	79	32	use	use	NOUN
absel-1002	79	33	of	of	ADP
absel-1002	79	34	the	the	DET
absel-1002	79	35	solver	solver	NOUN
absel-1002	79	36	.	.	PUNCT
absel-1002	80	1	this	this	DET
absel-1002	80	2	second	second	ADJ
absel-1002	80	3	approach	approach	NOUN
absel-1002	80	4	allows	allow	VERB
absel-1002	80	5	the	the	DET
absel-1002	80	6	students	student	NOUN
absel-1002	80	7	some	some	DET
absel-1002	80	8	flexibility	flexibility	NOUN
absel-1002	80	9	in	in	ADP
absel-1002	80	10	tailoring	tailor	VERB
absel-1002	80	11	the	the	DET
absel-1002	80	12	output	output	NOUN
absel-1002	80	13	to	to	ADP
absel-1002	80	14	their	their	PRON
absel-1002	80	15	own	own	ADJ
absel-1002	80	16	desires	desire	NOUN
absel-1002	80	17	.	.	PUNCT
absel-1002	81	1	the	the	DET
absel-1002	81	2	efficient	efficient	ADJ
absel-1002	81	3	frontier	frontier	NOUN
absel-1002	81	4	problem	problem	NOUN
absel-1002	81	5	in	in	ADP
absel-1002	81	6	particular	particular	ADJ
absel-1002	81	7	is	be	AUX
absel-1002	81	8	useful	useful	ADJ
absel-1002	81	9	as	as	ADP
absel-1002	81	10	a	a	DET
absel-1002	81	11	realistic	realistic	ADJ
absel-1002	81	12	application	application	NOUN
absel-1002	81	13	of	of	ADP
absel-1002	81	14	advanced	advanced	ADJ
absel-1002	81	15	spreadsheet	spreadsheet	NOUN
absel-1002	81	16	design	design	NOUN
absel-1002	81	17	models	model	NOUN
absel-1002	81	18	.	.	PUNCT
absel-1002	82	1	a	a	DET
absel-1002	82	2	drawback	drawback	NOUN
absel-1002	82	3	to	to	ADP
absel-1002	82	4	this	this	DET
absel-1002	82	5	approach	approach	NOUN
absel-1002	82	6	is	be	AUX
absel-1002	82	7	that	that	SCONJ
absel-1002	82	8	the	the	DET
absel-1002	82	9	student	student	NOUN
absel-1002	82	10	needs	need	VERB
absel-1002	82	11	some	some	DET
absel-1002	82	12	understanding	understanding	NOUN
absel-1002	82	13	of	of	ADP
absel-1002	82	14	both	both	DET
absel-1002	82	15	spreadsheet	spreadsheet	NOUN
absel-1002	82	16	applications	application	NOUN
absel-1002	82	17	and	and	CCONJ
absel-1002	82	18	securities	security	NOUN
absel-1002	82	19	analysis	analysis	NOUN
absel-1002	82	20	concepts	concept	NOUN
absel-1002	82	21	.	.	PUNCT
absel-1002	83	1	nevertheless	nevertheless	ADV
absel-1002	83	2	,	,	PUNCT
absel-1002	83	3	additional	additional	ADJ
absel-1002	83	4	learning	learning	NOUN
absel-1002	83	5	activities	activity	NOUN
absel-1002	83	6	are	be	AUX
absel-1002	83	7	available	available	ADJ
absel-1002	83	8	to	to	ADP
absel-1002	83	9	the	the	DET
absel-1002	83	10	student	student	NOUN
absel-1002	83	11	who	who	PRON
absel-1002	83	12	works	work	VERB
absel-1002	83	13	on	on	ADP
absel-1002	83	14	designing	design	VERB
absel-1002	83	15	the	the	DET
absel-1002	83	16	program	program	NOUN
absel-1002	83	17	.	.	PUNCT
absel-1002	84	1	for	for	ADP
absel-1002	84	2	example	example	NOUN
absel-1002	84	3	,	,	PUNCT
absel-1002	84	4	the	the	DET
absel-1002	84	5	student	student	NOUN
absel-1002	84	6	can	can	AUX
absel-1002	84	7	graphically	graphically	ADV
absel-1002	84	8	observe	observe	VERB
absel-1002	84	9	the	the	DET
absel-1002	84	10	performance	performance	NOUN
absel-1002	84	11	of	of	ADP
absel-1002	84	12	the	the	DET
absel-1002	84	13	portfolio	portfolio	NOUN
absel-1002	84	14	while	while	SCONJ
absel-1002	84	15	manually	manually	ADV
absel-1002	84	16	manipulating	manipulate	VERB
absel-1002	84	17	the	the	DET
absel-1002	84	18	weights	weight	NOUN
absel-1002	84	19	.	.	PUNCT
absel-1002	85	1	depending	depend	VERB
absel-1002	85	2	on	on	ADP
absel-1002	85	3	the	the	DET
absel-1002	85	4	training	training	NOUN
absel-1002	85	5	and	and	CCONJ
absel-1002	85	6	skill	skill	NOUN
absel-1002	85	7	level	level	NOUN
absel-1002	85	8	of	of	ADP
absel-1002	85	9	your	your	PRON
absel-1002	85	10	students	student	NOUN
absel-1002	85	11	,	,	PUNCT
absel-1002	85	12	the	the	DET
absel-1002	85	13	advanced	advanced	ADJ
absel-1002	85	14	approach	approach	NOUN
absel-1002	85	15	may	may	AUX
absel-1002	85	16	require	require	VERB
absel-1002	85	17	significantly	significantly	ADV
absel-1002	85	18	more	more	ADJ
absel-1002	85	19	instruction	instruction	NOUN
absel-1002	85	20	in	in	ADP
absel-1002	85	21	using	use	VERB
absel-1002	85	22	spreadsheets	spreadsheet	NOUN
absel-1002	85	23	than	than	SCONJ
absel-1002	85	24	some	some	DET
absel-1002	85	25	instructors	instructor	NOUN
absel-1002	85	26	wish	wish	VERB
absel-1002	85	27	to	to	PART
absel-1002	85	28	provide	provide	VERB
absel-1002	85	29	.	.	PUNCT
absel-1002	86	1	the	the	DET
absel-1002	86	2	software	software	NOUN
absel-1002	86	3	was	be	AUX
absel-1002	86	4	first	first	ADV
absel-1002	86	5	created	create	VERB
absel-1002	86	6	in	in	ADP
absel-1002	86	7	quattro	quattro	VERB
absel-1002	86	8	pro	pro	X
absel-1002	86	9	5	5	NUM
absel-1002	86	10	for	for	ADP
absel-1002	86	11	dos	do	NOUN
absel-1002	86	12	and	and	CCONJ
absel-1002	86	13	is	be	AUX
absel-1002	86	14	now	now	ADV
absel-1002	86	15	being	be	AUX
absel-1002	86	16	used	use	VERB
absel-1002	86	17	as	as	ADP
absel-1002	86	18	a	a	DET
absel-1002	86	19	student	student	NOUN
absel-1002	86	20	assignment	assignment	NOUN
absel-1002	86	21	in	in	ADP
absel-1002	86	22	excel	excel	PROPN
absel-1002	86	23	97	97	NUM
absel-1002	86	24	.	.	PUNCT
absel-1002	87	1	excel	excel	VERB
absel-1002	87	2	97	97	NUM
absel-1002	87	3	provides	provide	VERB
absel-1002	87	4	functions	function	NOUN
absel-1002	87	5	for	for	ADP
absel-1002	87	6	the	the	DET
absel-1002	87	7	correlation	correlation	NOUN
absel-1002	87	8	and	and	CCONJ
absel-1002	87	9	covariance	covariance	NOUN
absel-1002	87	10	matrices	matrix	NOUN
absel-1002	87	11	and	and	CCONJ
absel-1002	87	12	provides	provide	VERB
absel-1002	87	13	matrix	matrix	NOUN
absel-1002	87	14	operations	operation	NOUN
absel-1002	87	15	making	make	VERB
absel-1002	87	16	computation	computation	NOUN
absel-1002	87	17	of	of	ADP
absel-1002	87	18	the	the	DET
absel-1002	87	19	minimum	minimum	ADJ
absel-1002	87	20	risk	risk	NOUN
absel-1002	87	21	portfolio	portfolio	NOUN
absel-1002	87	22	more	more	ADV
absel-1002	87	23	straightforward	straightforward	ADJ
absel-1002	87	24	than	than	SCONJ
absel-1002	87	25	was	be	AUX
absel-1002	87	26	possible	possible	ADJ
absel-1002	87	27	in	in	ADP
absel-1002	87	28	either	either	CCONJ
absel-1002	87	29	quattro	quattro	VERB
absel-1002	87	30	or	or	CCONJ
absel-1002	87	31	earlier	early	ADJ
absel-1002	87	32	versions	version	NOUN
absel-1002	87	33	of	of	ADP
absel-1002	87	34	excel	excel	NOUN
absel-1002	87	35	.	.	PUNCT
absel-1002	88	1	the	the	DET
absel-1002	88	2	increased	increase	VERB
absel-1002	88	3	speed	speed	NOUN
absel-1002	88	4	of	of	ADP
absel-1002	88	5	computers	computer	NOUN
absel-1002	88	6	has	have	AUX
absel-1002	88	7	also	also	ADV
absel-1002	88	8	made	make	VERB
absel-1002	88	9	it	it	PRON
absel-1002	88	10	feasible	feasible	ADJ
absel-1002	88	11	to	to	PART
absel-1002	88	12	use	use	VERB
absel-1002	88	13	data	datum	NOUN
absel-1002	88	14	sets	set	NOUN
absel-1002	88	15	larger	large	ADJ
absel-1002	88	16	than	than	ADP
absel-1002	88	17	20	20	NUM
absel-1002	88	18	by	by	ADP
absel-1002	88	19	60	60	NUM
absel-1002	88	20	if	if	SCONJ
absel-1002	88	21	the	the	DET
absel-1002	88	22	instructor	instructor	NOUN
absel-1002	88	23	feels	feel	VERB
absel-1002	88	24	this	this	PRON
absel-1002	88	25	is	be	AUX
absel-1002	88	26	desirable	desirable	ADJ
absel-1002	88	27	.	.	PUNCT
absel-1002	89	1	proposed	propose	VERB
absel-1002	89	2	additions	addition	NOUN
absel-1002	89	3	to	to	ADP
absel-1002	89	4	the	the	DET
absel-1002	89	5	software	software	NOUN
absel-1002	89	6	we	we	PRON
absel-1002	89	7	would	would	AUX
absel-1002	89	8	like	like	VERB
absel-1002	89	9	to	to	PART
absel-1002	89	10	add	add	VERB
absel-1002	89	11	option	option	NOUN
absel-1002	89	12	pricing	pricing	NOUN
absel-1002	89	13	and	and	CCONJ
absel-1002	89	14	options	option	NOUN
absel-1002	89	15	’	'	PUNCT
absel-1002	89	16	applications	application	NOUN
absel-1002	89	17	to	to	ADP
absel-1002	89	18	this	this	DET
absel-1002	89	19	package	package	NOUN
absel-1002	89	20	.	.	PUNCT
absel-1002	90	1	students	student	NOUN
absel-1002	90	2	have	have	VERB
absel-1002	90	3	difficulty	difficulty	NOUN
absel-1002	90	4	calculating	calculate	VERB
absel-1002	90	5	option	option	NOUN
absel-1002	90	6	prices	price	NOUN
absel-1002	90	7	easily	easily	ADV
absel-1002	90	8	because	because	SCONJ
absel-1002	90	9	of	of	ADP
absel-1002	90	10	the	the	DET
absel-1002	90	11	need	need	NOUN
absel-1002	90	12	to	to	PART
absel-1002	90	13	evaluate	evaluate	VERB
absel-1002	90	14	the	the	DET
absel-1002	90	15	cumulative	cumulative	ADJ
absel-1002	90	16	normal	normal	ADJ
absel-1002	90	17	density	density	NOUN
absel-1002	90	18	function	function	NOUN
absel-1002	90	19	at	at	ADP
absel-1002	90	20	the	the	DET
absel-1002	90	21	points	point	NOUN
absel-1002	90	22	d1	d1	PROPN
absel-1002	90	23	and	and	CCONJ
absel-1002	90	24	d2	d2	PROPN
absel-1002	90	25	in	in	ADP
absel-1002	90	26	the	the	DET
absel-1002	90	27	basic	basic	ADJ
absel-1002	90	28	black	black	ADJ
absel-1002	90	29	-	-	PUNCT
absel-1002	90	30	scholes	schole	NOUN
absel-1002	90	31	option	option	NOUN
absel-1002	90	32	pricing	pricing	NOUN
absel-1002	90	33	model	model	NOUN
absel-1002	90	34	.	.	PUNCT
absel-1002	91	1	we	we	PRON
absel-1002	91	2	would	would	AUX
absel-1002	91	3	also	also	ADV
absel-1002	91	4	like	like	VERB
absel-1002	91	5	to	to	PART
absel-1002	91	6	add	add	VERB
absel-1002	91	7	the	the	DET
absel-1002	91	8	capability	capability	NOUN
absel-1002	91	9	to	to	PART
absel-1002	91	10	create	create	VERB
absel-1002	91	11	option	option	NOUN
absel-1002	91	12	profit	profit	NOUN
absel-1002	91	13	graphs	graph	NOUN
absel-1002	91	14	for	for	ADP
absel-1002	91	15	various	various	ADJ
absel-1002	91	16	option	option	NOUN
absel-1002	91	17	and	and	CCONJ
absel-1002	91	18	stock	stock	NOUN
absel-1002	91	19	and	and	CCONJ
absel-1002	91	20	option	option	NOUN
absel-1002	91	21	combinations	combination	NOUN
absel-1002	91	22	such	such	ADJ
absel-1002	91	23	as	as	ADP
absel-1002	91	24	straps	strap	NOUN
absel-1002	91	25	,	,	PUNCT
absel-1002	91	26	straddles	straddle	NOUN
absel-1002	91	27	,	,	PUNCT
absel-1002	91	28	horizontal	horizontal	ADJ
absel-1002	91	29	and	and	CCONJ
absel-1002	91	30	vertical	vertical	ADJ
absel-1002	91	31	spreads	spread	NOUN
absel-1002	91	32	,	,	PUNCT
absel-1002	91	33	covered	cover	VERB
absel-1002	91	34	calls	call	NOUN
absel-1002	91	35	,	,	PUNCT
absel-1002	91	36	etc	etc	X
absel-1002	91	37	.	.	X
absel-1002	92	1	it	it	PRON
absel-1002	92	2	would	would	AUX
absel-1002	92	3	not	not	PART
absel-1002	92	4	be	be	AUX
absel-1002	92	5	difficult	difficult	ADJ
absel-1002	92	6	to	to	PART
absel-1002	92	7	include	include	VERB
absel-1002	92	8	duration	duration	NOUN
absel-1002	92	9	and	and	CCONJ
absel-1002	92	10	convexity	convexity	NOUN
absel-1002	92	11	calculations	calculation	NOUN
absel-1002	92	12	and	and	CCONJ
absel-1002	92	13	a	a	DET
absel-1002	92	14	contingent	contingent	ADJ
absel-1002	92	15	immunization	immunization	NOUN
absel-1002	92	16	methodology	methodology	NOUN
absel-1002	92	17	.	.	PUNCT
absel-1002	93	1	these	these	PRON
absel-1002	93	2	are	be	AUX
absel-1002	93	3	tools	tool	NOUN
absel-1002	93	4	which	which	PRON
absel-1002	93	5	allow	allow	VERB
absel-1002	93	6	institutional	institutional	ADJ
absel-1002	93	7	investors	investor	NOUN
absel-1002	93	8	to	to	PART
absel-1002	93	9	better	well	ADV
absel-1002	93	10	estimate	estimate	VERB
absel-1002	93	11	the	the	DET
absel-1002	93	12	amount	amount	NOUN
absel-1002	93	13	of	of	ADP
absel-1002	93	14	yield	yield	NOUN
absel-1002	93	15	risk	risk	NOUN
absel-1002	93	16	their	their	PRON
absel-1002	93	17	bond	bond	NOUN
absel-1002	93	18	portfolio	portfolio	NOUN
absel-1002	93	19	is	be	AUX
absel-1002	93	20	facing	face	VERB
absel-1002	93	21	if	if	SCONJ
absel-1002	93	22	interest	interest	NOUN
absel-1002	93	23	rates	rate	NOUN
absel-1002	93	24	change	change	VERB
absel-1002	93	25	.	.	PUNCT
absel-1002	94	1	bond	bond	NOUN
absel-1002	94	2	price	price	NOUN
absel-1002	94	3	elasticity	elasticity	NOUN
absel-1002	94	4	with	with	ADP
absel-1002	94	5	respect	respect	NOUN
absel-1002	94	6	to	to	ADP
absel-1002	94	7	interest	interest	NOUN
absel-1002	94	8	rates	rate	NOUN
absel-1002	94	9	increases	increase	VERB
absel-1002	94	10	with	with	ADP
absel-1002	94	11	time	time	NOUN
absel-1002	94	12	to	to	ADP
absel-1002	94	13	maturity	maturity	NOUN
absel-1002	94	14	and	and	CCONJ
absel-1002	94	15	decreases	decrease	NOUN
absel-1002	94	16	with	with	ADP
absel-1002	94	17	the	the	DET
absel-1002	94	18	size	size	NOUN
absel-1002	94	19	of	of	ADP
absel-1002	94	20	the	the	DET
absel-1002	94	21	coupon	coupon	NOUN
absel-1002	94	22	.	.	PUNCT
absel-1002	95	1	the	the	DET
absel-1002	95	2	two	two	NUM
absel-1002	95	3	dimensions	dimension	NOUN
absel-1002	95	4	make	make	VERB
absel-1002	95	5	it	it	PRON
absel-1002	95	6	more	more	ADV
absel-1002	95	7	difficult	difficult	ADJ
absel-1002	95	8	to	to	PART
absel-1002	95	9	characterize	characterize	VERB
absel-1002	95	10	the	the	DET
absel-1002	95	11	yield	yield	NOUN
absel-1002	95	12	risk	risk	NOUN
absel-1002	95	13	an	an	DET
absel-1002	95	14	investor	investor	NOUN
absel-1002	95	15	bears	bear	NOUN
absel-1002	95	16	;	;	PUNCT
absel-1002	95	17	as	as	ADP
absel-1002	95	18	a	a	DET
absel-1002	95	19	result	result	NOUN
absel-1002	95	20	the	the	DET
absel-1002	95	21	concept	concept	NOUN
absel-1002	95	22	of	of	ADP
absel-1002	95	23	duration	duration	NOUN
absel-1002	95	24	was	be	AUX
absel-1002	95	25	developed	develop	VERB
absel-1002	95	26	.	.	PUNCT
absel-1002	96	1	duration	duration	NOUN
absel-1002	96	2	is	be	AUX
absel-1002	96	3	a	a	DET
absel-1002	96	4	modified	modify	VERB
absel-1002	96	5	measure	measure	NOUN
absel-1002	96	6	of	of	ADP
absel-1002	96	7	time	time	NOUN
absel-1002	96	8	to	to	ADP
absel-1002	96	9	maturity	maturity	NOUN
absel-1002	96	10	,	,	PUNCT
absel-1002	96	11	where	where	SCONJ
absel-1002	96	12	the	the	DET
absel-1002	96	13	duration	duration	NOUN
absel-1002	96	14	of	of	ADP
absel-1002	96	15	a	a	DET
absel-1002	96	16	coupon	coupon	NOUN
absel-1002	96	17	bond	bond	NOUN
absel-1002	96	18	is	be	AUX
absel-1002	96	19	equal	equal	ADJ
absel-1002	96	20	to	to	ADP
absel-1002	96	21	the	the	DET
absel-1002	96	22	maturity	maturity	NOUN
absel-1002	96	23	of	of	ADP
absel-1002	96	24	a	a	DET
absel-1002	96	25	zero	zero	NUM
absel-1002	96	26	coupon	coupon	NOUN
absel-1002	96	27	bond	bond	NOUN
absel-1002	96	28	with	with	ADP
absel-1002	96	29	the	the	DET
absel-1002	96	30	same	same	ADJ
absel-1002	96	31	yield	yield	NOUN
absel-1002	96	32	.	.	PUNCT
absel-1002	97	1	the	the	DET
absel-1002	97	2	use	use	NOUN
absel-1002	97	3	of	of	ADP
absel-1002	97	4	duration	duration	NOUN
absel-1002	97	5	allows	allow	VERB
absel-1002	97	6	yield	yield	VERB
absel-1002	97	7	risk	risk	NOUN
absel-1002	97	8	to	to	PART
absel-1002	97	9	be	be	AUX
absel-1002	97	10	modeled	model	VERB
absel-1002	97	11	in	in	ADP
absel-1002	97	12	one	one	NUM
absel-1002	97	13	dimension	dimension	NOUN
absel-1002	97	14	and	and	CCONJ
absel-1002	97	15	allows	allow	VERB
absel-1002	97	16	institutional	institutional	ADJ
absel-1002	97	17	investors	investor	NOUN
absel-1002	97	18	to	to	PART
absel-1002	97	19	more	more	ADV
absel-1002	97	20	easily	easily	ADV
absel-1002	97	21	measure	measure	VERB
absel-1002	97	22	and	and	CCONJ
absel-1002	97	23	manage	manage	VERB
absel-1002	97	24	their	their	PRON
absel-1002	97	25	exposure	exposure	NOUN
absel-1002	97	26	to	to	ADP
absel-1002	97	27	changes	change	NOUN
absel-1002	97	28	in	in	ADP
absel-1002	97	29	interest	interest	NOUN
absel-1002	97	30	rates	rate	NOUN
absel-1002	97	31	.	.	PUNCT
absel-1002	98	1	for	for	ADP
absel-1002	98	2	instance	instance	NOUN
absel-1002	98	3	,	,	PUNCT
absel-1002	98	4	contingent	contingent	ADJ
absel-1002	98	5	immunization	immunization	NOUN
absel-1002	98	6	is	be	AUX
absel-1002	98	7	an	an	DET
absel-1002	98	8	advanced	advanced	ADJ
absel-1002	98	9	bond	bond	NOUN
absel-1002	98	10	investing	investing	NOUN
absel-1002	98	11	procedure	procedure	NOUN
absel-1002	98	12	designed	design	VERB
absel-1002	98	13	to	to	PART
absel-1002	98	14	minimize	minimize	VERB
absel-1002	98	15	losses	loss	NOUN
absel-1002	98	16	if	if	SCONJ
absel-1002	98	17	rates	rate	NOUN
absel-1002	98	18	move	move	VERB
absel-1002	98	19	adversely	adversely	ADV
absel-1002	98	20	while	while	SCONJ
absel-1002	98	21	still	still	ADV
absel-1002	98	22	allowing	allow	VERB
absel-1002	98	23	realized	realize	VERB
absel-1002	98	24	yields	yield	NOUN
absel-1002	98	25	to	to	PART
absel-1002	98	26	rise	rise	VERB
absel-1002	98	27	if	if	SCONJ
absel-1002	98	28	favorable	favorable	ADJ
absel-1002	98	29	interest	interest	NOUN
absel-1002	98	30	rate	rate	NOUN
absel-1002	98	31	changes	change	NOUN
absel-1002	98	32	occur	occur	VERB
absel-1002	98	33	.	.	PUNCT
absel-1002	99	1	references	reference	NOUN
absel-1002	99	2	bodie	bodie	PROPN
absel-1002	99	3	,	,	PUNCT
absel-1002	99	4	zvi	zvi	PROPN
absel-1002	99	5	&	&	CCONJ
absel-1002	99	6	kane	kane	PROPN
absel-1002	99	7	,	,	PUNCT
absel-1002	99	8	alex	alex	PROPN
absel-1002	99	9	&	&	CCONJ
absel-1002	99	10	marcus	marcus	PROPN
absel-1002	99	11	,	,	PUNCT
absel-1002	99	12	alan	alan	PROPN
absel-1002	99	13	(	(	PUNCT
absel-1002	99	14	1993	1993	NUM
absel-1002	99	15	)	)	PUNCT
absel-1002	99	16	.	.	PUNCT
absel-1002	100	1	investments	investment	NOUN
absel-1002	100	2	(	(	PUNCT
absel-1002	100	3	2nd	2nd	ADJ
absel-1002	100	4	ed	ed	NOUN
absel-1002	100	5	.	.	PUNCT
absel-1002	100	6	)	)	PUNCT
absel-1002	100	7	.	.	PUNCT
absel-1002	101	1	homewood	homewood	PROPN
absel-1002	101	2	,	,	PUNCT
absel-1002	101	3	il	il	PROPN
absel-1002	101	4	:	:	PUNCT
absel-1002	101	5	richard	richard	PROPN
absel-1002	101	6	d.	d.	PROPN
absel-1002	101	7	irwin	irwin	PROPN
absel-1002	101	8	publishing	publishing	PROPN
absel-1002	101	9	.	.	PUNCT
absel-1002	102	1	radcliffe	radcliffe	PROPN
absel-1002	102	2	,	,	PUNCT
absel-1002	102	3	robert	robert	PROPN
absel-1002	102	4	c.	c.	PROPN
absel-1002	102	5	(	(	PUNCT
absel-1002	102	6	1997	1997	NUM
absel-1002	102	7	)	)	PUNCT
absel-1002	102	8	.	.	PUNCT
absel-1002	103	1	investment	investment	NOUN
absel-1002	103	2	concepts	concept	NOUN
absel-1002	103	3	.	.	PUNCT
absel-1002	104	1	analysis	analysis	NOUN
absel-1002	104	2	and	and	CCONJ
absel-1002	104	3	strategy	strategy	NOUN
absel-1002	104	4	(	(	PUNCT
absel-1002	104	5	5th	5th	ADJ
absel-1002	104	6	ed	ed	NOUN
absel-1002	104	7	.	.	PUNCT
absel-1002	104	8	)	)	PUNCT
absel-1002	104	9	.	.	PUNCT
absel-1002	105	1	reading	reading	NOUN
absel-1002	105	2	,	,	PUNCT
absel-1002	105	3	massachusetts	massachusetts	PROPN
absel-1002	105	4	:	:	PUNCT
absel-1002	105	5	addison	addison	PROPN
absel-1002	105	6	wesley	wesley	PROPN
absel-1002	105	7	educational	educational	PROPN
absel-1002	105	8	publishers	publishers	PROPN
absel-1002	105	9	inc	inc	PROPN
absel-1002	105	10	.	.	PROPN
absel-1002	105	11	reilly	reilly	PROPN
absel-1002	105	12	,	,	PUNCT
absel-1002	105	13	frank	frank	PROPN
absel-1002	105	14	k.	k.	PROPN
absel-1002	105	15	and	and	CCONJ
absel-1002	105	16	brown	brown	PROPN
absel-1002	105	17	,	,	PUNCT
absel-1002	105	18	keith	keith	PROPN
absel-1002	105	19	c.	c.	PROPN
absel-1002	105	20	(	(	PUNCT
absel-1002	105	21	1997	1997	NUM
absel-1002	105	22	)	)	PUNCT
absel-1002	105	23	.	.	PUNCT
absel-1002	106	1	investment	investment	NOUN
absel-1002	106	2	analysis	analysis	NOUN
absel-1002	106	3	and	and	CCONJ
absel-1002	106	4	portfolio	portfolio	NOUN
absel-1002	106	5	management	management	NOUN
absel-1002	106	6	(	(	PUNCT
absel-1002	106	7	5th	5th	ADJ
absel-1002	106	8	ed	ed	NOUN
absel-1002	106	9	.	.	PUNCT
absel-1002	106	10	)	)	PUNCT
absel-1002	106	11	.	.	PUNCT
absel-1002	107	1	fort	fort	NOUN
absel-1002	107	2	worth	worth	PROPN
absel-1002	107	3	,	,	PUNCT
absel-1002	107	4	tx	tx	PROPN
absel-1002	107	5	:	:	PUNCT
absel-1002	107	6	dryden	dryden	PROPN
absel-1002	107	7	press	press	PROPN
absel-1002	107	8	.	.	PUNCT
absel-1002	108	1	12	12	NUM
absel-1002	108	2	table	table	NOUN
absel-1002	108	3	of	of	ADP
absel-1002	108	4	contents	content	NOUN
absel-1002	108	5	volume	volume	NOUN
absel-1002	108	6	25	25	NUM
absel-1002	108	7	,	,	PUNCT
absel-1002	108	8	1998	1998	NUM
absel-1002	108	9	marketing	marketing	NOUN
absel-1002	108	10	goes	go	VERB
absel-1002	108	11	to	to	ADP
absel-1002	108	12	the	the	DET
absel-1002	108	13	movies	movie	NOUN
absel-1002	108	14	bringing	bring	VERB
absel-1002	108	15	experiential	experiential	ADJ
absel-1002	108	16	learning	learning	NOUN
absel-1002	108	17	to	to	ADP
absel-1002	108	18	a	a	DET
absel-1002	108	19	principles	principle	NOUN
absel-1002	108	20	of	of	ADP
absel-1002	108	21	marketing	marketing	NOUN
absel-1002	108	22	course	course	NOUN
absel-1002	108	23	investment	investment	NOUN
absel-1002	108	24	analysis	analysis	NOUN
absel-1002	108	25	application	application	NOUN
absel-1002	108	26	using	use	VERB
absel-1002	108	27	in	in	ADP
absel-1002	108	28	-	-	PUNCT
absel-1002	108	29	house	house	NOUN
absel-1002	108	30	spreadsheet	spreadsheet	NOUN
absel-1002	108	31	models	model	NOUN
absel-1002	108	32	sugarcoated	sugarcoat	VERB
absel-1002	108	33	statistics	statistic	NOUN
absel-1002	108	34	:	:	PUNCT
absel-1002	108	35	an	an	DET
absel-1002	108	36	exercise	exercise	NOUN
absel-1002	108	37	for	for	ADP
absel-1002	108	38	the	the	DET
absel-1002	108	39	first	first	ADJ
absel-1002	108	40	day	day	NOUN
absel-1002	108	41	of	of	ADP
absel-1002	108	42	class	class	NOUN
absel-1002	108	43	improving	improve	VERB
absel-1002	108	44	undergraduate	undergraduate	NOUN
absel-1002	108	45	student	student	NOUN
absel-1002	108	46	involvement	involvement	NOUN
absel-1002	108	47	in	in	ADP
absel-1002	108	48	management	management	NOUN
absel-1002	108	49	science	science	NOUN
absel-1002	108	50	and	and	CCONJ
absel-1002	108	51	business	business	NOUN
absel-1002	108	52	writing	write	VERB
absel-1002	108	53	courses	course	NOUN
absel-1002	108	54	using	use	VERB
absel-1002	108	55	the	the	DET
absel-1002	108	56	seven	seven	NUM
absel-1002	108	57	principles	principle	NOUN
absel-1002	108	58	in	in	ADP
absel-1002	108	59	action	action	NOUN
absel-1002	108	60	establishment	establishment	NOUN
absel-1002	108	61	and	and	CCONJ
absel-1002	108	62	funding	funding	NOUN
absel-1002	108	63	for	for	ADP
absel-1002	108	64	interuniversity	interuniversity	NOUN
absel-1002	108	65	/	/	SYM
absel-1002	108	66	multidisciplinary	multidisciplinary	ADJ
absel-1002	108	67	student	student	NOUN
absel-1002	108	68	experiences	experience	VERB
absel-1002	108	69	the	the	DET
absel-1002	108	70	prospects	prospect	NOUN
absel-1002	108	71	of	of	ADP
absel-1002	108	72	creative	creative	ADJ
absel-1002	108	73	teaching	teaching	NOUN
absel-1002	108	74	:	:	PUNCT
absel-1002	108	75	a	a	DET
absel-1002	108	76	discussion	discussion	NOUN
absel-1002	108	77	with	with	ADP
absel-1002	108	78	patricia	patricia	PROPN
absel-1002	108	79	sanders	sanders	PROPN
absel-1002	108	80	the	the	DET
absel-1002	108	81	simulation	simulation	NOUN
absel-1002	108	82	and	and	CCONJ
absel-1002	108	83	classroom	classroom	NOUN
absel-1002	108	84	assessment	assessment	NOUN
absel-1002	108	85	techniques	technique	NOUN
absel-1002	108	86	developments	development	NOUN
absel-1002	108	87	of	of	ADP
absel-1002	108	88	management	management	NOUN
absel-1002	108	89	skill	skill	NOUN
absel-1002	108	90	assessment	assessment	NOUN
absel-1002	108	91	games	game	NOUN
absel-1002	108	92	as	as	ADP
absel-1002	108	93	instruments	instrument	NOUN
absel-1002	108	94	of	of	ADP
absel-1002	108	95	assessment	assessment	NOUN
absel-1002	108	96	:	:	PUNCT
absel-1002	108	97	a	a	DET
absel-1002	108	98	framework	framework	NOUN
absel-1002	108	99	for	for	ADP
absel-1002	108	100	evaluation	evaluation	NOUN
absel-1002	108	101	the	the	DET
absel-1002	108	102	role	role	NOUN
absel-1002	108	103	of	of	ADP
absel-1002	108	104	artificial	artificial	ADJ
absel-1002	108	105	intelligence	intelligence	NOUN
absel-1002	108	106	in	in	ADP
absel-1002	108	107	business	business	NOUN
absel-1002	108	108	curricula	curricula	NOUN
absel-1002	108	109	threshold	threshold	VERB
absel-1002	108	110	solo	solo	ADJ
absel-1002	108	111	competitor	competitor	NOUN
absel-1002	108	112	:	:	PUNCT
absel-1002	108	113	a	a	DET
absel-1002	108	114	management	management	NOUN
absel-1002	108	115	simulation	simulation	NOUN
absel-1002	108	116	(	(	PUNCT
absel-1002	108	117	v1.0	v1.0	PROPN
absel-1002	108	118	)	)	PUNCT
absel-1002	108	119	a	a	DET
absel-1002	108	120	windows	window	NOUN
absel-1002	108	121	-	-	PUNCT
absel-1002	108	122	based	base	VERB
absel-1002	108	123	.	.	PUNCT
absel-1002	109	1	play	play	VERB
absel-1002	109	2	alone	alone	ADV
absel-1002	109	3	,	,	PUNCT
absel-1002	109	4	total	total	ADJ
absel-1002	109	5	enterprise	enterprise	NOUN
absel-1002	109	6	simulation	simulation	NOUN
absel-1002	109	7	and	and	CCONJ
absel-1002	109	8	assessment	assessment	NOUN
absel-1002	109	9	instrument	instrument	NOUN
absel-1002	109	10	toward	toward	ADP
absel-1002	109	11	an	an	DET
absel-1002	109	12	understanding	understanding	NOUN
absel-1002	109	13	of	of	ADP
absel-1002	109	14	one	one	NUM
absel-1002	109	15	's	's	PART
absel-1002	109	16	self	self	NOUN
absel-1002	109	17	-	-	PUNCT
absel-1002	109	18	concept	concept	NOUN
absel-1002	109	19	total	total	ADJ
absel-1002	109	20	enterprise	enterprise	NOUN
absel-1002	109	21	simulations	simulation	NOUN
absel-1002	109	22	and	and	CCONJ
absel-1002	109	23	the	the	DET
absel-1002	109	24	internet	internet	NOUN
absel-1002	109	25	:	:	PUNCT
absel-1002	109	26	improving	improve	VERB
absel-1002	109	27	student	student	NOUN
absel-1002	109	28	perceptions	perception	NOUN
absel-1002	109	29	and	and	CCONJ
absel-1002	109	30	simplifying	simplify	VERB
absel-1002	109	31	administrative	administrative	ADJ
absel-1002	109	32	workloads	workload	NOUN
absel-1002	109	33	the	the	DET
absel-1002	109	34	expatriate	expatriate	NOUN
absel-1002	109	35	an	an	DET
absel-1002	109	36	assignment	assignment	NOUN
absel-1002	109	37	orientation	orientation	NOUN
absel-1002	109	38	game	game	NOUN
absel-1002	109	39	an	an	DET
absel-1002	109	40	expatriate	expatriate	NOUN
absel-1002	109	41	's	's	PART
absel-1002	109	42	nightmare	nightmare	NOUN
absel-1002	109	43	:	:	PUNCT
absel-1002	109	44	an	an	DET
absel-1002	109	45	experiential	experiential	ADJ
absel-1002	109	46	exercise	exercise	NOUN
absel-1002	109	47	in	in	ADP
absel-1002	109	48	coping	cope	VERB
absel-1002	109	49	with	with	ADP
absel-1002	109	50	overseas	overseas	ADJ
absel-1002	109	51	assignments	assignment	NOUN
absel-1002	109	52	analyzing	analyze	VERB
absel-1002	109	53	experiential	experiential	ADJ
absel-1002	109	54	exercise	exercise	NOUN
absel-1002	109	55	:	:	PUNCT
absel-1002	109	56	using	use	VERB
absel-1002	109	57	the	the	DET
absel-1002	109	58	scientific	scientific	ADJ
absel-1002	109	59	method	method	NOUN
absel-1002	109	60	for	for	ADP
absel-1002	109	61	problem	problem	NOUN
absel-1002	109	62	solving	solve	VERB
absel-1002	109	63	the	the	DET
absel-1002	109	64	second	second	ADJ
absel-1002	109	65	component	component	NOUN
absel-1002	109	66	to	to	ADP
absel-1002	109	67	experiential	experiential	ADJ
absel-1002	109	68	learning	learning	NOUN
absel-1002	109	69	:	:	PUNCT
absel-1002	109	70	a	a	DET
absel-1002	109	71	look	look	NOUN
absel-1002	109	72	back	back	ADV
absel-1002	109	73	at	at	ADP
absel-1002	109	74	how	how	SCONJ
absel-1002	109	75	absel	absel	NOUN
absel-1002	109	76	has	have	AUX
absel-1002	109	77	handled	handle	VERB
absel-1002	109	78	the	the	DET
absel-1002	109	79	conceptual	conceptual	ADJ
absel-1002	109	80	and	and	CCONJ
absel-1002	109	81	operational	operational	ADJ
absel-1002	109	82	definitions	definition	NOUN
absel-1002	109	83	of	of	ADP
absel-1002	109	84	learning	learn	VERB
absel-1002	109	85	predictive	predictive	ADJ
absel-1002	109	86	models	model	NOUN
absel-1002	109	87	of	of	ADP
absel-1002	109	88	learning	learning	NOUN
absel-1002	109	89	:	:	PUNCT
absel-1002	109	90	participant	participant	ADJ
absel-1002	109	91	satisfaction	satisfaction	NOUN
absel-1002	109	92	of	of	ADP
absel-1002	109	93	experiential	experiential	ADJ
absel-1002	109	94	exercises	exercise	NOUN
absel-1002	109	95	in	in	ADP
absel-1002	109	96	business	business	NOUN
absel-1002	109	97	education	education	NOUN
absel-1002	109	98	accelerating	accelerate	VERB
absel-1002	109	99	moral	moral	ADJ
absel-1002	109	100	development	development	NOUN
absel-1002	109	101	through	through	ADP
absel-1002	109	102	use	use	NOUN
absel-1002	109	103	of	of	ADP
absel-1002	109	104	experiential	experiential	ADJ
absel-1002	109	105	ethical	ethical	ADJ
absel-1002	109	106	dilemmas	dilemma	NOUN
absel-1002	109	107	ethical	ethical	ADJ
absel-1002	109	108	dilemmas	dilemma	NOUN
absel-1002	109	109	to	to	PART
absel-1002	109	110	use	use	VERB
absel-1002	109	111	with	with	ADP
absel-1002	109	112	business	business	NOUN
absel-1002	109	113	simulations	simulation	NOUN
absel-1002	109	114	to	to	PART
absel-1002	109	115	teach	teach	VERB
absel-1002	109	116	ethics	ethic	NOUN
absel-1002	109	117	the	the	DET
absel-1002	109	118	class	class	NOUN
absel-1002	109	119	approach	approach	NOUN
absel-1002	109	120	in	in	ADP
absel-1002	109	121	behavioral	behavioral	ADJ
absel-1002	109	122	simulation	simulation	NOUN
absel-1002	109	123	in	in	ADP
absel-1002	109	124	a	a	DET
absel-1002	109	125	business	business	NOUN
absel-1002	109	126	policy	policy	NOUN
absel-1002	109	127	/	/	SYM
absel-1002	109	128	strategic	strategic	ADJ
absel-1002	109	129	management	management	NOUN
absel-1002	109	130	course	course	NOUN
absel-1002	109	131	:	:	PUNCT
absel-1002	109	132	a	a	DET
absel-1002	109	133	progression	progression	NOUN
absel-1002	109	134	toward	toward	ADP
absel-1002	109	135	greater	great	ADJ
absel-1002	109	136	realism	realism	NOUN
absel-1002	109	137	an	an	DET
absel-1002	109	138	exploration	exploration	NOUN
absel-1002	109	139	of	of	ADP
absel-1002	109	140	the	the	DET
absel-1002	109	141	emergence	emergence	NOUN
absel-1002	109	142	of	of	ADP
absel-1002	109	143	process	process	NOUN
absel-1002	109	144	prototypes	prototype	NOUN
absel-1002	109	145	in	in	ADP
absel-1002	109	146	a	a	DET
absel-1002	109	147	management	management	NOUN
absel-1002	109	148	course	course	NOUN
absel-1002	109	149	utilizing	utilize	VERB
absel-1002	109	150	a	a	DET
absel-1002	109	151	total	total	ADJ
absel-1002	109	152	enterprise	enterprise	NOUN
absel-1002	109	153	simulation	simulation	NOUN
absel-1002	109	154	how	how	SCONJ
absel-1002	109	155	organizations	organization	NOUN
absel-1002	109	156	are	be	AUX
absel-1002	109	157	improving	improve	VERB
absel-1002	109	158	their	their	PRON
absel-1002	109	159	performance	performance	NOUN
absel-1002	109	160	utilizing	utilize	VERB
absel-1002	109	161	electronic	electronic	ADJ
absel-1002	109	162	commerce	commerce	NOUN
absel-1002	109	163	:	:	PUNCT
absel-1002	109	164	examples	example	NOUN
absel-1002	109	165	from	from	ADP
absel-1002	109	166	the	the	DET
absel-1002	109	167	internet	internet	NOUN
absel-1002	109	168	the	the	DET
absel-1002	109	169	market	market	NOUN
absel-1002	109	170	access	access	NOUN
absel-1002	109	171	planning	planning	NOUN
absel-1002	109	172	system	system	NOUN
absel-1002	109	173	(	(	PUNCT
absel-1002	109	174	maps	map	NOUN
absel-1002	109	175	):	):	PUNCT
absel-1002	109	176	a	a	DET
absel-1002	109	177	computer	computer	NOUN
absel-1002	109	178	-	-	PUNCT
absel-1002	109	179	based	base	VERB
absel-1002	109	180	decision	decision	NOUN
absel-1002	109	181	support	support	NOUN
absel-1002	109	182	system	system	NOUN
absel-1002	109	183	for	for	ADP
absel-1002	109	184	facilitating	facilitate	VERB
absel-1002	109	185	experiential	experiential	ADJ
absel-1002	109	186	learning	learning	NOUN
absel-1002	109	187	in	in	ADP
absel-1002	109	188	international	international	ADJ
absel-1002	109	189	business	business	NOUN
absel-1002	109	190	an	an	DET
absel-1002	109	191	excel	excel	NOUN
absel-1002	109	192	workbook	workbook	NOUN
absel-1002	109	193	for	for	ADP
absel-1002	109	194	student	student	NOUN
absel-1002	109	195	planning	planning	NOUN
absel-1002	109	196	and	and	CCONJ
absel-1002	109	197	interface	interface	NOUN
absel-1002	109	198	with	with	ADP
absel-1002	109	199	a	a	DET
absel-1002	109	200	simulation	simulation	NOUN
absel-1002	109	201	game	game	NOUN
absel-1002	109	202	design	design	NOUN
absel-1002	109	203	of	of	ADP
absel-1002	109	204	multi	multi	ADJ
absel-1002	109	205	-	-	ADJ
absel-1002	109	206	media	medium	NOUN
absel-1002	109	207	based	base	VERB
absel-1002	109	208	pedagogy	pedagogy	NOUN
absel-1002	109	209	for	for	ADP
absel-1002	109	210	leadership	leadership	NOUN
absel-1002	109	211	training	training	NOUN
absel-1002	109	212	panel	panel	NOUN
absel-1002	109	213	discussion	discussion	NOUN
absel-1002	109	214	on	on	ADP
absel-1002	109	215	using	use	VERB
absel-1002	109	216	the	the	DET
absel-1002	109	217	internet	internet	NOUN
absel-1002	109	218	for	for	ADP
absel-1002	109	219	courses	course	NOUN
absel-1002	109	220	valuing	value	VERB
absel-1002	109	221	and	and	CCONJ
absel-1002	109	222	enhancing	enhance	VERB
absel-1002	109	223	teaching	teaching	NOUN
absel-1002	109	224	:	:	PUNCT
absel-1002	109	225	sharing	share	VERB
absel-1002	109	226	tips	tip	NOUN
absel-1002	109	227	via	via	ADP
absel-1002	109	228	the	the	DET
absel-1002	109	229	web	web	NOUN
absel-1002	109	230	the	the	DET
absel-1002	109	231	buddy	buddy	NOUN
absel-1002	109	232	project	project	NOUN
absel-1002	109	233	:	:	PUNCT
absel-1002	109	234	a	a	DET
absel-1002	109	235	semester	semester	NOUN
absel-1002	109	236	long	long	ADJ
absel-1002	109	237	project	project	NOUN
absel-1002	109	238	aimed	aim	VERB
absel-1002	109	239	at	at	ADP
absel-1002	109	240	developing	develop	VERB
absel-1002	109	241	an	an	DET
absel-1002	109	242	appreciation	appreciation	NOUN
absel-1002	109	243	for	for	ADP
absel-1002	109	244	diversity	diversity	NOUN
absel-1002	109	245	enhancing	enhance	VERB
absel-1002	109	246	the	the	DET
absel-1002	109	247	excitement	excitement	NOUN
absel-1002	109	248	and	and	CCONJ
absel-1002	109	249	learning	learn	VERB
absel-1002	109	250	retention	retention	NOUN
absel-1002	109	251	in	in	ADP
absel-1002	109	252	the	the	DET
absel-1002	109	253	classroom	classroom	NOUN
absel-1002	109	254	:	:	PUNCT
absel-1002	109	255	the	the	DET
absel-1002	109	256	power	power	NOUN
absel-1002	109	257	of	of	ADP
absel-1002	109	258	magic	magic	NOUN
absel-1002	109	259	the	the	DET
absel-1002	109	260	supervised	supervised	ADJ
absel-1002	109	261	management	management	NOUN
absel-1002	109	262	internship	internship	NOUN
absel-1002	109	263	:	:	PUNCT
absel-1002	109	264	a	a	DET
absel-1002	109	265	job	job	NOUN
absel-1002	109	266	or	or	CCONJ
absel-1002	109	267	learning	learn	VERB
absel-1002	109	268	experience	experience	NOUN
absel-1002	109	269	team	team	NOUN
absel-1002	109	270	ware	ware	VERB
absel-1002	109	271	™	™	VERB
absel-1002	109	272	an	an	DET
absel-1002	109	273	online	online	ADJ
absel-1002	109	274	moderated	moderated	ADJ
absel-1002	109	275	class	class	NOUN
absel-1002	109	276	discussion	discussion	NOUN
absel-1002	109	277	facility	facility	NOUN
absel-1002	109	278	and	and	CCONJ
absel-1002	109	279	beyond	beyond	ADP
absel-1002	109	280	a	a	DET
absel-1002	109	281	neophyte	neophyte	ADJ
absel-1002	109	282	distance	distance	NOUN
absel-1002	109	283	educator	educator	NOUN
absel-1002	109	284	's	's	PART
absel-1002	109	285	experience	experience	NOUN
absel-1002	109	286	learning	learn	VERB
absel-1002	109	287	management	management	NOUN
absel-1002	109	288	by	by	ADP
absel-1002	109	289	practicing	practice	VERB
absel-1002	109	290	management	management	NOUN
absel-1002	109	291	:	:	PUNCT
absel-1002	109	292	a	a	DET
absel-1002	109	293	report	report	NOUN
absel-1002	109	294	of	of	ADP
absel-1002	109	295	significant	significant	ADJ
absel-1002	109	296	student	student	NOUN
absel-1002	109	297	service	service	NOUN
absel-1002	109	298	in	in	ADP
absel-1002	109	299	1997	1997	NUM
absel-1002	109	300	integration	integration	NOUN
absel-1002	109	301	of	of	ADP
absel-1002	109	302	academic	academic	ADJ
absel-1002	109	303	and	and	CCONJ
absel-1002	109	304	service	service	NOUN
absel-1002	109	305	learning	learning	NOUN
absel-1002	109	306	:	:	PUNCT
absel-1002	109	307	students	student	NOUN
absel-1002	109	308	'	'	PART
absel-1002	109	309	perceptions	perception	NOUN
absel-1002	109	310	about	about	ADP
absel-1002	109	311	its	its	PRON
absel-1002	109	312	effects	effect	NOUN
absel-1002	109	313	and	and	CCONJ
absel-1002	109	314	outcomes	outcome	NOUN
absel-1002	109	315	the	the	DET
absel-1002	109	316	value	value	NOUN
absel-1002	109	317	of	of	ADP
absel-1002	109	318	incorporating	incorporate	VERB
absel-1002	109	319	a	a	DET
absel-1002	109	320	service	service	NOUN
absel-1002	109	321	learning	learn	VERB
absel-1002	109	322	component	component	NOUN
absel-1002	109	323	into	into	ADP
absel-1002	109	324	course	course	NOUN
absel-1002	109	325	content	content	NOUN
absel-1002	109	326	:	:	PUNCT
absel-1002	109	327	a	a	DET
absel-1002	109	328	presentation	presentation	NOUN
absel-1002	109	329	and	and	CCONJ
absel-1002	109	330	roundtable	roundtable	ADJ
absel-1002	109	331	discussion	discussion	NOUN
absel-1002	109	332	business	business	NOUN
absel-1002	109	333	games	game	NOUN
absel-1002	109	334	teach	teach	VERB
absel-1002	109	335	:	:	PUNCT
absel-1002	109	336	thoughts	thought	NOUN
absel-1002	109	337	on	on	ADP
absel-1002	109	338	the	the	DET
absel-1002	109	339	sources	source	NOUN
absel-1002	109	340	of	of	ADP
absel-1002	109	341	conflicting	conflicting	ADJ
absel-1002	109	342	conclusions	conclusion	NOUN
absel-1002	109	343	on	on	ADP
absel-1002	109	344	their	their	PRON
absel-1002	109	345	effectiveness	effectiveness	NOUN
absel-1002	109	346	antecedents	antecedent	NOUN
absel-1002	109	347	of	of	ADP
absel-1002	109	348	learning	learn	VERB
absel-1002	109	349	in	in	ADP
absel-1002	109	350	the	the	DET
absel-1002	109	351	simulation	simulation	NOUN
absel-1002	109	352	:	:	PUNCT
absel-1002	109	353	a	a	DET
absel-1002	109	354	replication	replication	NOUN
absel-1002	109	355	using	use	VERB
absel-1002	109	356	student	student	NOUN
absel-1002	109	357	journals	journal	NOUN
absel-1002	109	358	to	to	PART
absel-1002	109	359	enhance	enhance	VERB
absel-1002	109	360	learning	learn	VERB
absel-1002	109	361	from	from	ADP
absel-1002	109	362	simulations	simulation	NOUN
absel-1002	109	363	technological	technological	ADJ
absel-1002	109	364	change	change	NOUN
absel-1002	109	365	and	and	CCONJ
absel-1002	109	366	intertemporal	intertemporal	ADJ
absel-1002	109	367	movements	movement	NOUN
absel-1002	109	368	in	in	ADP
absel-1002	109	369	consumer	consumer	NOUN
absel-1002	109	370	preferences	preference	NOUN
absel-1002	109	371	in	in	ADP
absel-1002	109	372	the	the	DET
absel-1002	109	373	design	design	NOUN
absel-1002	109	374	of	of	ADP
absel-1002	109	375	computerized	computerized	ADJ
absel-1002	109	376	business	business	NOUN
absel-1002	109	377	simulations	simulation	NOUN
absel-1002	109	378	with	with	ADP
absel-1002	109	379	market	market	NOUN
absel-1002	109	380	segmentation	segmentation	NOUN
absel-1002	109	381	integrating	integrate	VERB
absel-1002	109	382	the	the	DET
absel-1002	109	383	marketing	marketing	NOUN
absel-1002	109	384	curriculum	curriculum	NOUN
absel-1002	109	385	using	use	VERB
absel-1002	109	386	collaborative	collaborative	ADJ
absel-1002	109	387	learning	learning	NOUN
absel-1002	109	388	teaching	teach	VERB
absel-1002	109	389	time	time	NOUN
absel-1002	109	390	management	management	NOUN
absel-1002	109	391	in	in	ADP
absel-1002	109	392	a	a	DET
absel-1002	109	393	sales	sale	NOUN
absel-1002	109	394	program	program	NOUN
absel-1002	109	395	:	:	PUNCT
absel-1002	109	396	the	the	DET
absel-1002	109	397	application	application	NOUN
absel-1002	109	398	of	of	ADP
absel-1002	109	399	a	a	DET
absel-1002	109	400	computer	computer	NOUN
absel-1002	109	401	simulation	simulation	NOUN
absel-1002	109	402	game	game	NOUN
absel-1002	109	403	adapting	adapt	VERB
absel-1002	109	404	interactive	interactive	ADJ
absel-1002	109	405	computer	computer	NOUN
absel-1002	109	406	simulations	simulation	NOUN
absel-1002	109	407	for	for	ADP
absel-1002	109	408	content	content	NOUN
absel-1002	109	409	based	base	VERB
absel-1002	109	410	esl	esl	PROPN
absel-1002	109	411	instruction	instruction	NOUN
absel-1002	109	412	multimedia	multimedia	NOUN
absel-1002	109	413	and	and	CCONJ
absel-1002	109	414	student	student	NOUN
absel-1002	109	415	expectations	expectation	NOUN
absel-1002	109	416	synthesizing	synthesize	VERB
absel-1002	109	417	data	datum	NOUN
absel-1002	109	418	for	for	ADP
absel-1002	109	419	media	medium	NOUN
absel-1002	109	420	simulations	simulation	NOUN
absel-1002	109	421	composing	compose	VERB
absel-1002	109	422	a	a	DET
absel-1002	109	423	team	team	NOUN
absel-1002	109	424	health	health	NOUN
absel-1002	109	425	promoting	promote	VERB
absel-1002	109	426	behaviors	behavior	NOUN
absel-1002	109	427	-	-	PUNCT
absel-1002	109	428	a	a	DET
absel-1002	109	429	decision	decision	NOUN
absel-1002	109	430	making	make	VERB
absel-1002	109	431	exercise	exercise	NOUN
absel-1002	109	432	does	do	AUX
absel-1002	109	433	it	it	PRON
absel-1002	109	434	really	really	ADV
absel-1002	109	435	work	work	VERB
absel-1002	109	436	?	?	PUNCT
absel-1002	110	1	an	an	DET
absel-1002	110	2	application	application	NOUN
absel-1002	110	3	of	of	ADP
absel-1002	110	4	the	the	DET
absel-1002	110	5	group	group	NOUN
absel-1002	110	6	interaction	interaction	NOUN
absel-1002	110	7	framework	framework	NOUN
absel-1002	110	8	administering	administer	VERB
absel-1002	110	9	the	the	DET
absel-1002	110	10	mit	mit	NOUN
absel-1002	110	11	beer	beer	NOUN
absel-1002	110	12	game	game	NOUN
absel-1002	110	13	:	:	PUNCT
absel-1002	110	14	lessons	lesson	NOUN
absel-1002	110	15	learned	learn	VERB
absel-1002	110	16	a	a	DET
absel-1002	110	17	paperless	paperless	NOUN
absel-1002	110	18	economy	economy	NOUN
absel-1002	110	19	?	?	PUNCT
absel-1002	111	1	instructing	instruct	VERB
absel-1002	111	2	students	student	NOUN
absel-1002	111	3	on	on	ADP
absel-1002	111	4	the	the	DET
absel-1002	111	5	aspects	aspect	NOUN
absel-1002	111	6	of	of	ADP
absel-1002	111	7	successful	successful	ADJ
absel-1002	111	8	electronic	electronic	ADJ
absel-1002	111	9	commerce	commerce	NOUN
absel-1002	111	10	maximizing	maximize	VERB
absel-1002	111	11	learning	learn	VERB
absel-1002	111	12	gains	gain	NOUN
absel-1002	111	13	in	in	ADP
absel-1002	111	14	simulations	simulation	NOUN
absel-1002	111	15	:	:	PUNCT
absel-1002	111	16	lessons	lesson	NOUN
absel-1002	111	17	from	from	ADP
absel-1002	111	18	the	the	DET
absel-1002	111	19	training	training	NOUN
absel-1002	111	20	literature	literature	NOUN
absel-1002	111	21	observing	observe	VERB
absel-1002	111	22	general	general	ADJ
absel-1002	111	23	ability	ability	NOUN
absel-1002	111	24	in	in	ADP
absel-1002	111	25	a	a	DET
absel-1002	111	26	total	total	ADJ
absel-1002	111	27	enterprise	enterprise	NOUN
absel-1002	111	28	gaming	gaming	NOUN
absel-1002	111	29	simulation	simulation	NOUN
absel-1002	111	30	freach	freach	NOUN
absel-1002	111	31	teach	teach	VERB
absel-1002	111	32	:	:	PUNCT
absel-1002	111	33	a	a	DET
absel-1002	111	34	computer	computer	NOUN
absel-1002	111	35	-	-	PUNCT
absel-1002	111	36	based	base	VERB
absel-1002	111	37	system	system	NOUN
absel-1002	111	38	for	for	ADP
absel-1002	111	39	teaching	teach	VERB
absel-1002	111	40	advertising	advertising	NOUN
absel-1002	111	41	media	medium	NOUN
absel-1002	111	42	planning	plan	VERB
absel-1002	111	43	an	an	DET
absel-1002	111	44	integrated	integrate	VERB
absel-1002	111	45	business	business	NOUN
absel-1002	111	46	instruction	instruction	NOUN
absel-1002	111	47	system	system	NOUN
absel-1002	111	48	an	an	DET
absel-1002	111	49	experiential	experiential	ADJ
absel-1002	111	50	exercise	exercise	NOUN
absel-1002	111	51	you	you	PRON
absel-1002	111	52	can	can	AUX
absel-1002	111	53	tinker	tinker	VERB
absel-1002	111	54	with	with	ADP
absel-1002	111	55	experiential	experiential	ADJ
absel-1002	111	56	exercises	exercise	NOUN
absel-1002	111	57	or	or	CCONJ
absel-1002	111	58	computer	computer	NOUN
absel-1002	111	59	simulations	simulation	NOUN
absel-1002	111	60	?	?	PUNCT
absel-1002	112	1	cash	cash	NOUN
absel-1002	112	2	flow	flow	NOUN
absel-1002	112	3	statements	statement	NOUN
absel-1002	112	4	:	:	PUNCT
absel-1002	112	5	are	be	AUX
absel-1002	112	6	they	they	PRON
absel-1002	112	7	important	important	ADJ
absel-1002	112	8	in	in	ADP
absel-1002	112	9	business	business	NOUN
absel-1002	112	10	simulations	simulation	NOUN
absel-1002	112	11	?	?	PUNCT
absel-1002	113	1	holistic	holistic	ADJ
absel-1002	113	2	cognitive	cognitive	ADJ
absel-1002	113	3	strategy	strategy	NOUN
absel-1002	113	4	in	in	ADP
absel-1002	113	5	a	a	DET
absel-1002	113	6	computer	computer	NOUN
absel-1002	113	7	-	-	PUNCT
absel-1002	113	8	based	base	VERB
absel-1002	113	9	marketing	marketing	NOUN
absel-1002	113	10	simulation	simulation	NOUN
absel-1002	113	11	game	game	NOUN
absel-1002	113	12	:	:	PUNCT
absel-1002	113	13	an	an	DET
absel-1002	113	14	investigation	investigation	NOUN
absel-1002	113	15	of	of	ADP
absel-1002	113	16	attitudes	attitude	NOUN
absel-1002	113	17	towards	towards	ADP
absel-1002	113	18	the	the	DET
absel-1002	113	19	decision	decision	NOUN
absel-1002	113	20	-	-	PUNCT
absel-1002	113	21	making	make	VERB
absel-1002	113	22	process	process	NOUN
absel-1002	113	23	barnga	barnga	NOUN
absel-1002	113	24	:	:	PUNCT
absel-1002	113	25	a	a	DET
absel-1002	113	26	game	game	NOUN
absel-1002	113	27	on	on	ADP
absel-1002	113	28	cultural	cultural	ADJ
absel-1002	113	29	clashes	clash	NOUN
absel-1002	113	30	the	the	DET
absel-1002	113	31	many	many	ADJ
absel-1002	113	32	faces	face	NOUN
absel-1002	113	33	of	of	ADP
absel-1002	113	34	culture	culture	NOUN
absel-1002	113	35	:	:	PUNCT
absel-1002	113	36	understanding	understand	VERB
absel-1002	113	37	country	country	NOUN
absel-1002	113	38	and	and	CCONJ
absel-1002	113	39	corporate	corporate	ADJ
absel-1002	113	40	culture	culture	NOUN
absel-1002	113	41	students	student	NOUN
absel-1002	113	42	'	'	PART
absel-1002	113	43	view	view	NOUN
absel-1002	113	44	of	of	ADP
absel-1002	113	45	the	the	DET
absel-1002	113	46	use	use	NOUN
absel-1002	113	47	of	of	ADP
absel-1002	113	48	business	business	NOUN
absel-1002	113	49	gaming	gaming	NOUN
absel-1002	113	50	in	in	ADP
absel-1002	113	51	hong	hong	PROPN
absel-1002	113	52	kong	kong	PROPN
absel-1002	113	53	assessing	assess	VERB
absel-1002	113	54	general	general	ADJ
absel-1002	113	55	management	management	NOUN
absel-1002	113	56	interest	interest	NOUN
absel-1002	113	57	what	what	PRON
absel-1002	113	58	is	be	AUX
absel-1002	113	59	the	the	DET
absel-1002	113	60	future	future	NOUN
absel-1002	113	61	of	of	ADP
absel-1002	113	62	business	business	NOUN
absel-1002	113	63	gaming	gaming	NOUN
absel-1002	113	64	?	?	PUNCT
absel-1002	114	1	starting	start	VERB
absel-1002	114	2	a	a	DET
absel-1002	114	3	small	small	ADJ
absel-1002	114	4	music	music	NOUN
absel-1002	114	5	trivia	trivia	ADJ
absel-1002	114	6	business	business	NOUN
absel-1002	114	7	exercise	exercise	NOUN
absel-1002	114	8	and	and	CCONJ
absel-1002	114	9	other	other	ADJ
absel-1002	114	10	innovative	innovative	ADJ
absel-1002	114	11	icebreakers	icebreaker	NOUN
absel-1002	114	12	an	an	DET
absel-1002	114	13	integrated	integrated	ADJ
absel-1002	114	14	approach	approach	NOUN
absel-1002	114	15	to	to	ADP
absel-1002	114	16	behavioral	behavioral	ADJ
absel-1002	114	17	skill	skill	NOUN
absel-1002	114	18	development	development	NOUN
absel-1002	114	19	career	career	NOUN
absel-1002	114	20	focus	focus	NOUN
absel-1002	114	21	:	:	PUNCT
absel-1002	114	22	a	a	DET
absel-1002	114	23	student	student	NOUN
absel-1002	114	24	and	and	CCONJ
absel-1002	114	25	business	business	NOUN
absel-1002	114	26	learning	learning	NOUN
absel-1002	114	27	experience	experience	VERB
absel-1002	114	28	the	the	DET
absel-1002	114	29	use	use	NOUN
absel-1002	114	30	of	of	ADP
absel-1002	114	31	concept	concept	NOUN
absel-1002	114	32	mapping	mapping	NOUN
absel-1002	114	33	in	in	ADP
absel-1002	114	34	teaching	teach	VERB
absel-1002	114	35	strategic	strategic	ADJ
absel-1002	114	36	management	management	NOUN
absel-1002	114	37	an	an	DET
absel-1002	114	38	experiential	experiential	ADJ
absel-1002	114	39	approach	approach	NOUN
absel-1002	114	40	to	to	ADP
absel-1002	114	41	developing	develop	VERB
absel-1002	114	42	mission	mission	NOUN
absel-1002	114	43	statements	statement	NOUN
absel-1002	114	44	business	business	NOUN
absel-1002	114	45	games	game	NOUN
absel-1002	114	46	in	in	ADP
absel-1002	114	47	brazil	brazil	PROPN
absel-1002	114	48	-	-	PUNCT
absel-1002	114	49	learning	learning	NOUN
absel-1002	114	50	or	or	CCONJ
absel-1002	114	51	satisfaction	satisfaction	VERB
absel-1002	114	52	a	a	DET
absel-1002	114	53	simulation	simulation	NOUN
absel-1002	114	54	within	within	ADP
absel-1002	114	55	a	a	DET
absel-1002	114	56	simulation	simulation	NOUN
absel-1002	114	57	:	:	PUNCT
absel-1002	114	58	job	job	NOUN
absel-1002	114	59	layoff	layoff	PROPN
absel-1002	114	60	's	's	PART
absel-1002	114	61	and	and	CCONJ
absel-1002	114	62	emotional	emotional	ADJ
absel-1002	114	63	reactions	reaction	NOUN