id	sid	tid	token	lemma	pos
absel-72	1	1	play	play	VERB
absel-72	1	2	it	it	PRON
absel-72	1	3	forward	forward	ADV
absel-72	1	4	the	the	DET
absel-72	1	5	design	design	NOUN
absel-72	1	6	and	and	CCONJ
absel-72	1	7	development	development	NOUN
absel-72	1	8	of	of	ADP
absel-72	1	9	a	a	DET
absel-72	1	10	forward	forward	ADJ
absel-72	1	11	contract	contract	NOUN
absel-72	1	12	simulation	simulation	NOUN
absel-72	1	13	page	page	NOUN
absel-72	1	14	92	92	NUM
absel-72	1	15	developments	development	NOUN
absel-72	1	16	in	in	ADP
absel-72	1	17	business	business	NOUN
absel-72	1	18	simulation	simulation	NOUN
absel-72	1	19	and	and	CCONJ
absel-72	1	20	experiential	experiential	ADJ
absel-72	1	21	learning	learning	NOUN
absel-72	1	22	,	,	PUNCT
absel-72	1	23	volume	volume	NOUN
absel-72	1	24	39	39	NUM
absel-72	1	25	,	,	PUNCT
absel-72	1	26	2012	2012	NUM
absel-72	1	27	abstract	abstract	NOUN
absel-72	1	28	a	a	DET
absel-72	1	29	game	game	NOUN
absel-72	1	30	simulating	simulate	VERB
absel-72	1	31	commodity	commodity	NOUN
absel-72	1	32	market	market	NOUN
absel-72	1	33	prices	price	NOUN
absel-72	1	34	from	from	ADP
absel-72	1	35	the	the	DET
absel-72	1	36	perspective	perspective	NOUN
absel-72	1	37	of	of	ADP
absel-72	1	38	an	an	DET
absel-72	1	39	energy	energy	NOUN
absel-72	1	40	firm	firm	NOUN
absel-72	1	41	selling	sell	VERB
absel-72	1	42	propane	propane	NOUN
absel-72	1	43	to	to	PART
absel-72	1	44	end	end	VERB
absel-72	1	45	users	user	NOUN
absel-72	1	46	.	.	PUNCT
absel-72	2	1	this	this	DET
absel-72	2	2	paper	paper	NOUN
absel-72	2	3	describes	describe	VERB
absel-72	2	4	the	the	DET
absel-72	2	5	expectation	expectation	NOUN
absel-72	2	6	of	of	ADP
absel-72	2	7	the	the	DET
absel-72	2	8	sponsoring	sponsor	VERB
absel-72	2	9	firm	firm	NOUN
absel-72	2	10	,	,	PUNCT
absel-72	2	11	includes	include	VERB
absel-72	2	12	a	a	DET
absel-72	2	13	brief	brief	ADJ
absel-72	2	14	literature	literature	NOUN
absel-72	2	15	review	review	NOUN
absel-72	2	16	and	and	CCONJ
absel-72	2	17	identifies	identify	VERB
absel-72	2	18	2	2	NUM
absel-72	2	19	popular	popular	ADJ
absel-72	2	20	commodity	commodity	NOUN
absel-72	2	21	futures	future	NOUN
absel-72	2	22	models	model	NOUN
absel-72	2	23	.	.	PUNCT
absel-72	3	1	a	a	DET
absel-72	3	2	methodolgy	methodolgy	NOUN
absel-72	3	3	is	be	AUX
absel-72	3	4	selected	select	VERB
absel-72	3	5	and	and	CCONJ
absel-72	3	6	the	the	DET
absel-72	3	7	model	model	NOUN
absel-72	3	8	is	be	AUX
absel-72	3	9	verified	verify	VERB
absel-72	3	10	and	and	CCONJ
absel-72	3	11	tested	test	VERB
absel-72	3	12	.	.	PUNCT
absel-72	4	1	screen	screen	NOUN
absel-72	4	2	shots	shot	NOUN
absel-72	4	3	of	of	ADP
absel-72	4	4	the	the	DET
absel-72	4	5	finished	finished	ADJ
absel-72	4	6	simulation	simulation	NOUN
absel-72	4	7	are	be	AUX
absel-72	4	8	displayed	display	VERB
absel-72	4	9	.	.	PUNCT
absel-72	5	1	the	the	DET
absel-72	5	2	paper	paper	NOUN
absel-72	5	3	concludes	conclude	VERB
absel-72	5	4	with	with	ADP
absel-72	5	5	expected	expect	VERB
absel-72	5	6	results	result	NOUN
absel-72	5	7	,	,	PUNCT
absel-72	5	8	initial	initial	ADJ
absel-72	5	9	reactions	reaction	NOUN
absel-72	5	10	of	of	ADP
absel-72	5	11	the	the	DET
absel-72	5	12	players	player	NOUN
absel-72	5	13	,	,	PUNCT
absel-72	5	14	facilitator	facilitator	NOUN
absel-72	5	15	,	,	PUNCT
absel-72	5	16	and	and	CCONJ
absel-72	5	17	the	the	DET
absel-72	5	18	sponser	sponser	NOUN
absel-72	5	19	.	.	PUNCT
absel-72	6	1	lastly	lastly	ADV
absel-72	6	2	,	,	PUNCT
absel-72	6	3	the	the	DET
absel-72	6	4	author	author	NOUN
absel-72	6	5	suggests	suggest	VERB
absel-72	6	6	possible	possible	ADJ
absel-72	6	7	research	research	NOUN
absel-72	6	8	extensions	extension	NOUN
absel-72	6	9	for	for	ADP
absel-72	6	10	this	this	DET
absel-72	6	11	introduction	introduction	NOUN
absel-72	6	12	an	an	DET
absel-72	6	13	energy	energy	NOUN
absel-72	6	14	trading	trading	NOUN
absel-72	6	15	firm	firm	NOUN
absel-72	6	16	contacted	contact	VERB
absel-72	6	17	me	i	PRON
absel-72	6	18	in	in	ADP
absel-72	6	19	march	march	PROPN
absel-72	6	20	2011	2011	NUM
absel-72	6	21	and	and	CCONJ
absel-72	6	22	inquired	inquire	VERB
absel-72	6	23	if	if	SCONJ
absel-72	6	24	i	i	PRON
absel-72	6	25	could	could	AUX
absel-72	6	26	make	make	VERB
absel-72	6	27	a	a	DET
absel-72	6	28	simulation	simulation	NOUN
absel-72	6	29	/	/	SYM
absel-72	6	30	training	training	NOUN
absel-72	6	31	game	game	NOUN
absel-72	6	32	for	for	ADP
absel-72	6	33	their	their	PRON
absel-72	6	34	professional	professional	ADJ
absel-72	6	35	development	development	NOUN
absel-72	6	36	program	program	NOUN
absel-72	6	37	that	that	PRON
absel-72	6	38	explained	explain	VERB
absel-72	6	39	the	the	DET
absel-72	6	40	mechanics	mechanic	NOUN
absel-72	6	41	and	and	CCONJ
absel-72	6	42	business	business	NOUN
absel-72	6	43	benefits	benefit	NOUN
absel-72	6	44	of	of	ADP
absel-72	6	45	using	use	VERB
absel-72	6	46	future	future	ADJ
absel-72	6	47	propane	propane	NOUN
absel-72	6	48	contracts	contract	NOUN
absel-72	6	49	to	to	PART
absel-72	6	50	hedge	hedge	VERB
absel-72	6	51	the	the	DET
absel-72	6	52	riskiness	riskiness	NOUN
absel-72	6	53	of	of	ADP
absel-72	6	54	their	their	PRON
absel-72	6	55	business	business	NOUN
absel-72	6	56	given	give	VERB
absel-72	6	57	the	the	DET
absel-72	6	58	volatility	volatility	NOUN
absel-72	6	59	of	of	ADP
absel-72	6	60	commodity	commodity	NOUN
absel-72	6	61	prices	price	NOUN
absel-72	6	62	.	.	PUNCT
absel-72	7	1	an	an	DET
absel-72	7	2	additional	additional	ADJ
absel-72	7	3	benefit	benefit	NOUN
absel-72	7	4	to	to	ADP
absel-72	7	5	the	the	DET
absel-72	7	6	client	client	NOUN
absel-72	7	7	is	be	AUX
absel-72	7	8	the	the	DET
absel-72	7	9	possibility	possibility	NOUN
absel-72	7	10	of	of	ADP
absel-72	7	11	developing	develop	VERB
absel-72	7	12	a	a	DET
absel-72	7	13	trading	trading	NOUN
absel-72	7	14	rule	rule	NOUN
absel-72	7	15	that	that	PRON
absel-72	7	16	produces	produce	VERB
absel-72	7	17	an	an	DET
absel-72	7	18	expected	expect	VERB
absel-72	7	19	trading	trading	NOUN
absel-72	7	20	profit	profit	NOUN
absel-72	7	21	in	in	ADP
absel-72	7	22	addition	addition	NOUN
absel-72	7	23	to	to	ADP
absel-72	7	24	reducing	reduce	VERB
absel-72	7	25	risk	risk	NOUN
absel-72	7	26	.	.	PUNCT
absel-72	8	1	they	they	PRON
absel-72	8	2	had	have	AUX
absel-72	8	3	contracted	contract	VERB
absel-72	8	4	me	i	PRON
absel-72	8	5	in	in	ADP
absel-72	8	6	2010	2010	NUM
absel-72	8	7	to	to	PART
absel-72	8	8	build	build	VERB
absel-72	8	9	a	a	DET
absel-72	8	10	simulation	simulation	NOUN
absel-72	8	11	/	/	SYM
absel-72	8	12	training	training	NOUN
absel-72	8	13	game	game	NOUN
absel-72	8	14	to	to	PART
absel-72	8	15	better	well	ADV
absel-72	8	16	understand	understand	VERB
absel-72	8	17	the	the	DET
absel-72	8	18	financial	financial	ADJ
absel-72	8	19	impact	impact	NOUN
absel-72	8	20	of	of	ADP
absel-72	8	21	managing	manage	VERB
absel-72	8	22	their	their	PRON
absel-72	8	23	product	product	NOUN
absel-72	8	24	mix	mix	NOUN
absel-72	8	25	,	,	PUNCT
absel-72	8	26	production	production	NOUN
absel-72	8	27	capacity	capacity	NOUN
absel-72	8	28	and	and	CCONJ
absel-72	8	29	distribution	distribution	NOUN
absel-72	8	30	options	option	NOUN
absel-72	8	31	.	.	PUNCT
absel-72	9	1	being	be	AUX
absel-72	9	2	familiar	familiar	ADJ
absel-72	9	3	with	with	ADP
absel-72	9	4	the	the	DET
absel-72	9	5	firm	firm	NOUN
absel-72	9	6	’s	’s	PART
absel-72	9	7	operations	operation	NOUN
absel-72	9	8	and	and	CCONJ
absel-72	9	9	management	management	NOUN
absel-72	9	10	philosophy	philosophy	NOUN
absel-72	9	11	plus	plus	CCONJ
absel-72	9	12	having	have	VERB
absel-72	9	13	access	access	NOUN
absel-72	9	14	to	to	ADP
absel-72	9	15	financial	financial	ADJ
absel-72	9	16	data	datum	NOUN
absel-72	9	17	and	and	CCONJ
absel-72	9	18	their	their	PRON
absel-72	9	19	management	management	NOUN
absel-72	9	20	is	be	AUX
absel-72	9	21	crucial	crucial	ADJ
absel-72	9	22	in	in	ADP
absel-72	9	23	developing	develop	VERB
absel-72	9	24	an	an	DET
absel-72	9	25	effective	effective	ADJ
absel-72	9	26	simulation	simulation	NOUN
absel-72	9	27	.	.	PUNCT
absel-72	10	1	the	the	DET
absel-72	10	2	firm	firm	NOUN
absel-72	10	3	enters	enter	VERB
absel-72	10	4	into	into	ADP
absel-72	10	5	a	a	DET
absel-72	10	6	forward	forward	ADJ
absel-72	10	7	contract	contract	NOUN
absel-72	10	8	with	with	ADP
absel-72	10	9	a	a	DET
absel-72	10	10	producer	producer	NOUN
absel-72	10	11	at	at	ADP
absel-72	10	12	a	a	DET
absel-72	10	13	current	current	ADJ
absel-72	10	14	price	price	NOUN
absel-72	10	15	(	(	PUNCT
absel-72	10	16	fo	fo	NOUN
absel-72	10	17	)	)	PUNCT
absel-72	10	18	for	for	ADP
absel-72	10	19	delivery	delivery	NOUN
absel-72	10	20	of	of	ADP
absel-72	10	21	an	an	DET
absel-72	10	22	asset	asset	NOUN
absel-72	10	23	in	in	ADP
absel-72	10	24	the	the	DET
absel-72	10	25	future	future	NOUN
absel-72	10	26	that	that	SCONJ
absel-72	10	27	it	it	PRON
absel-72	10	28	plans	plan	VERB
absel-72	10	29	to	to	PART
absel-72	10	30	use	use	VERB
absel-72	10	31	or	or	CCONJ
absel-72	10	32	sell	sell	VERB
absel-72	10	33	.	.	PUNCT
absel-72	11	1	the	the	DET
absel-72	11	2	futures	future	NOUN
absel-72	11	3	price	price	NOUN
absel-72	11	4	is	be	AUX
absel-72	11	5	derivative	derivative	ADJ
absel-72	11	6	of	of	ADP
absel-72	11	7	the	the	DET
absel-72	11	8	expected	expect	VERB
absel-72	11	9	future	future	ADJ
absel-72	11	10	spot	spot	NOUN
absel-72	11	11	price	price	NOUN
absel-72	11	12	.	.	PUNCT
absel-72	12	1	the	the	DET
absel-72	12	2	payoff	payoff	NOUN
absel-72	12	3	to	to	ADP
absel-72	12	4	the	the	DET
absel-72	12	5	buyer	buyer	NOUN
absel-72	12	6	in	in	ADP
absel-72	12	7	a	a	DET
absel-72	12	8	future	future	ADJ
absel-72	12	9	contract	contract	NOUN
absel-72	12	10	is	be	AUX
absel-72	12	11	the	the	DET
absel-72	12	12	difference	difference	NOUN
absel-72	12	13	between	between	ADP
absel-72	12	14	the	the	DET
absel-72	12	15	future	future	ADJ
absel-72	12	16	spot	spot	NOUN
absel-72	12	17	price	price	NOUN
absel-72	12	18	(	(	PUNCT
absel-72	12	19	st	st	NOUN
absel-72	12	20	)	)	PUNCT
absel-72	12	21	and	and	CCONJ
absel-72	12	22	the	the	DET
absel-72	12	23	agreed	agree	VERB
absel-72	12	24	upon	upon	SCONJ
absel-72	12	25	contract	contract	NOUN
absel-72	12	26	price	price	NOUN
absel-72	12	27	.	.	PUNCT
absel-72	13	1	the	the	DET
absel-72	13	2	option	option	NOUN
absel-72	13	3	to	to	PART
absel-72	13	4	enter	enter	VERB
absel-72	13	5	the	the	DET
absel-72	13	6	contract	contract	NOUN
absel-72	13	7	at	at	ADP
absel-72	13	8	a	a	DET
absel-72	13	9	price	price	NOUN
absel-72	13	10	believed	believe	VERB
absel-72	13	11	to	to	PART
absel-72	13	12	be	be	AUX
absel-72	13	13	favorable	favorable	ADJ
absel-72	13	14	currently	currently	ADV
absel-72	13	15	reduces	reduce	VERB
absel-72	13	16	risk	risk	NOUN
absel-72	13	17	by	by	ADP
absel-72	13	18	identifying	identify	VERB
absel-72	13	19	future	future	ADJ
absel-72	13	20	cost	cost	NOUN
absel-72	13	21	.	.	PUNCT
absel-72	14	1	the	the	DET
absel-72	14	2	hedge	hedge	NOUN
absel-72	14	3	being	be	AUX
absel-72	14	4	modeled	model	VERB
absel-72	14	5	is	be	AUX
absel-72	14	6	not	not	PART
absel-72	14	7	intended	intend	VERB
absel-72	14	8	to	to	PART
absel-72	14	9	be	be	AUX
absel-72	14	10	a	a	DET
absel-72	14	11	riskless	riskless	ADJ
absel-72	14	12	hedge	hedge	NOUN
absel-72	14	13	at	at	ADP
absel-72	14	14	the	the	DET
absel-72	14	15	request	request	NOUN
absel-72	14	16	of	of	ADP
absel-72	14	17	the	the	DET
absel-72	14	18	client	client	NOUN
absel-72	14	19	.	.	PUNCT
absel-72	15	1	in	in	ADP
absel-72	15	2	accepting	accept	VERB
absel-72	15	3	the	the	DET
absel-72	15	4	contract	contract	NOUN
absel-72	15	5	to	to	PART
absel-72	15	6	build	build	VERB
absel-72	15	7	a	a	DET
absel-72	15	8	simulation	simulation	NOUN
absel-72	15	9	,	,	PUNCT
absel-72	15	10	i	i	PRON
absel-72	15	11	identified	identify	VERB
absel-72	15	12	the	the	DET
absel-72	15	13	following	following	ADJ
absel-72	15	14	expectations	expectation	NOUN
absel-72	15	15	:	:	PUNCT
absel-72	15	16	develop	develop	VERB
absel-72	15	17	a	a	DET
absel-72	15	18	simulation	simulation	NOUN
absel-72	15	19	model	model	NOUN
absel-72	15	20	that	that	PRON
absel-72	15	21	employs	employ	VERB
absel-72	15	22	methods	method	NOUN
absel-72	15	23	that	that	PRON
absel-72	15	24	represent	represent	VERB
absel-72	15	25	actual	actual	ADJ
absel-72	15	26	price	price	NOUN
absel-72	15	27	paths	path	NOUN
absel-72	15	28	for	for	ADP
absel-72	15	29	the	the	DET
absel-72	15	30	commodity	commodity	NOUN
absel-72	15	31	.	.	PUNCT
absel-72	16	1	develop	develop	VERB
absel-72	16	2	a	a	DET
absel-72	16	3	tool	tool	NOUN
absel-72	16	4	that	that	PRON
absel-72	16	5	allows	allow	VERB
absel-72	16	6	a	a	DET
absel-72	16	7	player	player	NOUN
absel-72	16	8	to	to	PART
absel-72	16	9	experiment	experiment	VERB
absel-72	16	10	with	with	ADP
absel-72	16	11	hedging	hedging	NOUN
absel-72	16	12	in	in	ADP
absel-72	16	13	a	a	DET
absel-72	16	14	safe	safe	ADJ
absel-72	16	15	environment	environment	NOUN
absel-72	16	16	and	and	CCONJ
absel-72	16	17	discover	discover	VERB
absel-72	16	18	the	the	DET
absel-72	16	19	importance	importance	NOUN
absel-72	16	20	of	of	ADP
absel-72	16	21	forecasting	forecasting	NOUN
absel-72	16	22	and	and	CCONJ
absel-72	16	23	understand	understand	VERB
absel-72	16	24	that	that	SCONJ
absel-72	16	25	hedging	hedging	NOUN
absel-72	16	26	strategies	strategy	NOUN
absel-72	16	27	and	and	CCONJ
absel-72	16	28	use	use	NOUN
absel-72	16	29	of	of	ADP
absel-72	16	30	derivatives	derivative	NOUN
absel-72	16	31	in	in	ADP
absel-72	16	32	general	general	ADJ
absel-72	16	33	can	can	AUX
absel-72	16	34	both	both	PRON
absel-72	16	35	reduce	reduce	VERB
absel-72	16	36	risk	risk	NOUN
absel-72	16	37	(	(	PUNCT
absel-72	16	38	volatility	volatility	NOUN
absel-72	16	39	)	)	PUNCT
absel-72	16	40	and	and	CCONJ
absel-72	16	41	improve	improve	VERB
absel-72	16	42	profitability	profitability	NOUN
absel-72	16	43	.	.	PUNCT
absel-72	17	1	develop	develop	VERB
absel-72	17	2	a	a	DET
absel-72	17	3	decision	decision	NOUN
absel-72	17	4	rule	rule	NOUN
absel-72	17	5	that	that	SCONJ
absel-72	17	6	if	if	SCONJ
absel-72	17	7	employed	employ	VERB
absel-72	17	8	is	be	AUX
absel-72	17	9	more	more	ADV
absel-72	17	10	likely	likely	ADJ
absel-72	17	11	than	than	SCONJ
absel-72	17	12	not	not	PART
absel-72	17	13	to	to	PART
absel-72	17	14	yield	yield	VERB
absel-72	17	15	higher	high	ADJ
absel-72	17	16	profits	profit	NOUN
absel-72	17	17	(	(	PUNCT
absel-72	17	18	a	a	DET
absel-72	17	19	positive	positive	ADJ
absel-72	17	20	expected	expect	VERB
absel-72	17	21	value	value	NOUN
absel-72	17	22	.	.	PUNCT
absel-72	18	1	this	this	DET
absel-72	18	2	tool	tool	NOUN
absel-72	18	3	is	be	AUX
absel-72	18	4	primarily	primarily	ADV
absel-72	18	5	a	a	DET
absel-72	18	6	teaching	teaching	NOUN
absel-72	18	7	and	and	CCONJ
absel-72	18	8	learning	learn	VERB
absel-72	18	9	instrument	instrument	NOUN
absel-72	18	10	and	and	CCONJ
absel-72	18	11	it	it	PRON
absel-72	18	12	is	be	AUX
absel-72	18	13	not	not	PART
absel-72	18	14	my	my	PRON
absel-72	18	15	intention	intention	NOUN
absel-72	18	16	to	to	PART
absel-72	18	17	develop	develop	VERB
absel-72	18	18	new	new	ADJ
absel-72	18	19	theory	theory	NOUN
absel-72	18	20	or	or	CCONJ
absel-72	18	21	create	create	VERB
absel-72	18	22	an	an	DET
absel-72	18	23	optimal	optimal	ADJ
absel-72	18	24	closed	close	VERB
absel-72	18	25	from	from	ADP
absel-72	18	26	solution	solution	NOUN
absel-72	18	27	.	.	PUNCT
absel-72	19	1	brief	brief	ADJ
absel-72	19	2	literature	literature	PROPN
absel-72	19	3	review	review	NOUN
absel-72	19	4	prior	prior	ADV
absel-72	19	5	to	to	ADP
absel-72	19	6	beginning	begin	VERB
absel-72	19	7	the	the	DET
absel-72	19	8	construction	construction	NOUN
absel-72	19	9	of	of	ADP
absel-72	19	10	this	this	DET
absel-72	19	11	simulation	simulation	NOUN
absel-72	19	12	i	i	PRON
absel-72	19	13	explored	explore	VERB
absel-72	19	14	and	and	CCONJ
absel-72	19	15	drew	draw	VERB
absel-72	19	16	on	on	ADP
absel-72	19	17	several	several	ADJ
absel-72	19	18	excellent	excellent	ADJ
absel-72	19	19	published	publish	VERB
absel-72	19	20	sources	source	NOUN
absel-72	19	21	.	.	PUNCT
absel-72	20	1	my	my	PRON
absel-72	20	2	search	search	NOUN
absel-72	20	3	encompassed	encompass	VERB
absel-72	20	4	three	three	NUM
absel-72	20	5	themes	theme	NOUN
absel-72	20	6	;	;	PUNCT
absel-72	20	7	the	the	DET
absel-72	20	8	practice	practice	NOUN
absel-72	20	9	of	of	ADP
absel-72	20	10	using	use	VERB
absel-72	20	11	derivatives	derivative	NOUN
absel-72	20	12	as	as	ADP
absel-72	20	13	a	a	DET
absel-72	20	14	risk	risk	NOUN
absel-72	20	15	management	management	NOUN
absel-72	20	16	strategy	strategy	NOUN
absel-72	20	17	,	,	PUNCT
absel-72	20	18	how	how	SCONJ
absel-72	20	19	can	can	AUX
absel-72	20	20	commodity	commodity	NOUN
absel-72	20	21	price	price	NOUN
absel-72	20	22	paths	path	NOUN
absel-72	20	23	be	be	AUX
absel-72	20	24	modeled	model	VERB
absel-72	20	25	,	,	PUNCT
absel-72	20	26	and	and	CCONJ
absel-72	20	27	the	the	DET
absel-72	20	28	use	use	NOUN
absel-72	20	29	of	of	ADP
absel-72	20	30	simulation	simulation	NOUN
absel-72	20	31	as	as	ADP
absel-72	20	32	a	a	DET
absel-72	20	33	teaching	teaching	NOUN
absel-72	20	34	,	,	PUNCT
absel-72	20	35	learning	learning	NOUN
absel-72	20	36	,	,	PUNCT
absel-72	20	37	and	and	CCONJ
absel-72	20	38	perhaps	perhaps	ADV
absel-72	20	39	as	as	ADP
absel-72	20	40	a	a	DET
absel-72	20	41	decision	decision	NOUN
absel-72	20	42	tool	tool	NOUN
absel-72	20	43	.	.	PUNCT
absel-72	21	1	benhamou	benhamou	PROPN
absel-72	21	2	&	&	CCONJ
absel-72	21	3	mamalis	mamalis	PROPN
absel-72	21	4	(	(	PUNCT
absel-72	21	5	2002	2002	NUM
absel-72	21	6	)	)	PUNCT
absel-72	21	7	identified	identify	VERB
absel-72	21	8	three	three	NUM
absel-72	21	9	primary	primary	ADJ
absel-72	21	10	reasons	reason	NOUN
absel-72	21	11	that	that	PRON
absel-72	21	12	a	a	DET
absel-72	21	13	firm	firm	NOUN
absel-72	21	14	uses	use	VERB
absel-72	21	15	derivatives	derivative	NOUN
absel-72	21	16	.	.	PUNCT
absel-72	22	1	they	they	PRON
absel-72	22	2	are	be	AUX
absel-72	22	3	to	to	PART
absel-72	22	4	hedge	hedge	VERB
absel-72	22	5	against	against	ADP
absel-72	22	6	price	price	NOUN
absel-72	22	7	fluctuations	fluctuation	NOUN
absel-72	22	8	,	,	PUNCT
absel-72	22	9	speculation	speculation	NOUN
absel-72	22	10	and	and	CCONJ
absel-72	22	11	arbitrage	arbitrage	NOUN
absel-72	22	12	.	.	PUNCT
absel-72	23	1	peterson	peterson	PROPN
absel-72	23	2	&	&	CCONJ
absel-72	23	3	thiagarajan	thiagarajan	PROPN
absel-72	23	4	(	(	PUNCT
absel-72	23	5	2000	2000	NUM
absel-72	23	6	)	)	PUNCT
absel-72	23	7	compared	compare	VERB
absel-72	23	8	two	two	NUM
absel-72	23	9	firms	firm	NOUN
absel-72	23	10	using	use	VERB
absel-72	23	11	different	different	ADJ
absel-72	23	12	approaches	approach	NOUN
absel-72	23	13	to	to	ADP
absel-72	23	14	managing	manage	VERB
absel-72	23	15	risk	risk	NOUN
absel-72	23	16	.	.	PUNCT
absel-72	24	1	one	one	NUM
absel-72	24	2	,	,	PUNCT
absel-72	24	3	american	american	PROPN
absel-72	24	4	barrick	barrick	PROPN
absel-72	24	5	aggressively	aggressively	ADV
absel-72	24	6	used	use	VERB
absel-72	24	7	derivatives	derivative	NOUN
absel-72	24	8	to	to	PART
absel-72	24	9	manage	manage	VERB
absel-72	24	10	risk	risk	NOUN
absel-72	24	11	and	and	CCONJ
absel-72	24	12	the	the	DET
absel-72	24	13	second	second	ADJ
absel-72	24	14	,	,	PUNCT
absel-72	24	15	homestake	homestake	NOUN
absel-72	24	16	mining	mining	NOUN
absel-72	24	17	did	do	VERB
absel-72	24	18	not	not	PART
absel-72	24	19	.	.	PUNCT
absel-72	25	1	they	they	PRON
absel-72	25	2	found	find	VERB
absel-72	25	3	the	the	DET
absel-72	25	4	volatility	volatility	NOUN
absel-72	25	5	of	of	ADP
absel-72	25	6	earnings	earning	NOUN
absel-72	25	7	and	and	CCONJ
absel-72	25	8	the	the	DET
absel-72	25	9	return	return	NOUN
absel-72	25	10	to	to	ADP
absel-72	25	11	equity	equity	NOUN
absel-72	25	12	falls	fall	NOUN
absel-72	25	13	by	by	ADP
absel-72	25	14	2	2	NUM
absel-72	25	15	%	%	NOUN
absel-72	25	16	,	,	PUNCT
absel-72	25	17	the	the	DET
absel-72	25	18	probability	probability	NOUN
absel-72	25	19	of	of	ADP
absel-72	25	20	financial	financial	ADJ
absel-72	25	21	distress	distress	NOUN
absel-72	25	22	lessens	lessen	VERB
absel-72	25	23	with	with	ADP
absel-72	25	24	the	the	DET
absel-72	25	25	use	use	NOUN
absel-72	25	26	of	of	ADP
absel-72	25	27	derivatives	derivative	NOUN
absel-72	25	28	and	and	CCONJ
absel-72	25	29	there	there	PRON
absel-72	25	30	is	be	VERB
absel-72	25	31	an	an	DET
absel-72	25	32	increase	increase	NOUN
absel-72	25	33	in	in	ADP
absel-72	25	34	expected	expect	VERB
absel-72	25	35	profits	profit	NOUN
absel-72	25	36	.	.	PUNCT
absel-72	26	1	non	non	ADJ
absel-72	26	2	hedging	hedge	VERB
absel-72	26	3	firms	firm	NOUN
absel-72	26	4	are	be	AUX
absel-72	26	5	more	more	ADV
absel-72	26	6	likely	likely	ADJ
absel-72	26	7	to	to	PART
absel-72	26	8	experience	experience	VERB
absel-72	26	9	unexpected	unexpected	ADJ
absel-72	26	10	cash	cash	NOUN
absel-72	26	11	flow	flow	NOUN
absel-72	26	12	fluctuations	fluctuation	NOUN
absel-72	26	13	.	.	PUNCT
absel-72	27	1	hedging	hedging	NOUN
absel-72	27	2	firms	firm	NOUN
absel-72	27	3	are	be	AUX
absel-72	27	4	able	able	ADJ
absel-72	27	5	to	to	PART
absel-72	27	6	remain	remain	VERB
absel-72	27	7	more	more	ADV
absel-72	27	8	competitive	competitive	ADJ
absel-72	27	9	than	than	ADP
absel-72	27	10	non	non	ADJ
absel-72	27	11	hedging	hedge	VERB
absel-72	27	12	firms	firm	NOUN
absel-72	27	13	in	in	ADP
absel-72	27	14	they	they	PRON
absel-72	27	15	are	be	AUX
absel-72	27	16	able	able	ADJ
absel-72	27	17	to	to	PART
absel-72	27	18	maintain	maintain	VERB
absel-72	27	19	more	more	ADV
absel-72	27	20	stable	stable	ADJ
absel-72	27	21	prices	price	NOUN
absel-72	27	22	for	for	ADP
absel-72	27	23	their	their	PRON
absel-72	27	24	customers	customer	NOUN
absel-72	27	25	than	than	ADP
absel-72	27	26	firms	firm	NOUN
absel-72	27	27	that	that	PRON
absel-72	27	28	are	be	AUX
absel-72	27	29	required	require	VERB
absel-72	27	30	to	to	PART
absel-72	27	31	pass	pass	VERB
absel-72	27	32	on	on	ADP
absel-72	27	33	input	input	NOUN
absel-72	27	34	price	price	NOUN
absel-72	27	35	increases	increase	NOUN
absel-72	27	36	.	.	PUNCT
absel-72	28	1	schwartz	schwartz	PROPN
absel-72	28	2	in	in	ADP
absel-72	28	3	1997	1997	NUM
absel-72	28	4	published	publish	VERB
absel-72	28	5	a	a	DET
absel-72	28	6	much	much	ADV
absel-72	28	7	cited	cite	VERB
absel-72	28	8	paper	paper	NOUN
absel-72	28	9	in	in	ADP
absel-72	28	10	the	the	DET
absel-72	28	11	journal	journal	NOUN
absel-72	28	12	of	of	ADP
absel-72	28	13	finance	finance	NOUN
absel-72	28	14	.	.	PUNCT
absel-72	29	1	he	he	PRON
absel-72	29	2	presented	present	VERB
absel-72	29	3	three	three	NUM
absel-72	29	4	models	model	NOUN
absel-72	29	5	of	of	ADP
absel-72	29	6	commodity	commodity	NOUN
absel-72	29	7	price	price	NOUN
absel-72	29	8	behavior	behavior	NOUN
absel-72	29	9	that	that	PRON
absel-72	29	10	he	he	PRON
absel-72	29	11	tested	test	VERB
absel-72	29	12	against	against	ADP
absel-72	29	13	a	a	DET
absel-72	29	14	set	set	NOUN
absel-72	29	15	of	of	ADP
absel-72	29	16	actively	actively	ADV
absel-72	29	17	traded	trade	VERB
absel-72	29	18	commodities	commodity	NOUN
absel-72	29	19	.	.	PUNCT
absel-72	30	1	all	all	DET
absel-72	30	2	models	model	NOUN
absel-72	30	3	incorporate	incorporate	VERB
absel-72	30	4	the	the	DET
absel-72	30	5	wiener	wiener	NOUN
absel-72	30	6	process	process	NOUN
absel-72	30	7	for	for	ADP
absel-72	30	8	incorporating	incorporate	VERB
absel-72	30	9	the	the	DET
absel-72	30	10	brownian	brownian	ADJ
absel-72	30	11	motion	motion	NOUN
absel-72	30	12	attribute	attribute	NOUN
absel-72	30	13	of	of	ADP
absel-72	30	14	price	price	NOUN
absel-72	30	15	paths	path	NOUN
absel-72	30	16	through	through	ADP
absel-72	30	17	time	time	NOUN
absel-72	30	18	.	.	PUNCT
absel-72	31	1	a	a	DET
absel-72	31	2	single	single	ADJ
absel-72	31	3	factor	factor	NOUN
absel-72	31	4	model	model	NOUN
absel-72	31	5	was	be	AUX
absel-72	31	6	based	base	VERB
absel-72	31	7	on	on	ADP
absel-72	31	8	the	the	DET
absel-72	31	9	log	log	NOUN
absel-72	31	10	of	of	ADP
absel-72	31	11	the	the	DET
absel-72	31	12	spot	spot	NOUN
absel-72	31	13	price	price	NOUN
absel-72	31	14	following	follow	VERB
absel-72	31	15	a	a	DET
absel-72	31	16	mean	mean	ADJ
absel-72	31	17	reverting	revert	VERB
absel-72	31	18	process	process	NOUN
absel-72	31	19	and	and	CCONJ
absel-72	31	20	including	include	VERB
absel-72	31	21	a	a	DET
absel-72	31	22	speed	speed	NOUN
absel-72	31	23	of	of	ADP
absel-72	31	24	adjustment	adjustment	NOUN
absel-72	31	25	factor	factor	NOUN
absel-72	31	26	specified	specify	VERB
absel-72	31	27	as	as	SCONJ
absel-72	31	28	play	play	VERB
absel-72	31	29	it	it	PRON
absel-72	31	30	forward	forward	ADV
absel-72	31	31	–	–	PUNCT
absel-72	31	32	the	the	DET
absel-72	31	33	design	design	NOUN
absel-72	31	34	and	and	CCONJ
absel-72	31	35	development	development	NOUN
absel-72	31	36	of	of	ADP
absel-72	31	37	a	a	DET
absel-72	31	38	forward	forward	ADJ
absel-72	31	39	contract	contract	NOUN
absel-72	31	40	simulation	simulation	NOUN
absel-72	31	41	craig	craig	PROPN
absel-72	31	42	miller	miller	PROPN
absel-72	31	43	normandale	normandale	PROPN
absel-72	31	44	community	community	NOUN
absel-72	31	45	college	college	NOUN
absel-72	31	46	craig.miller@normandale.edu	craig.miller@normandale.edu	PROPN
absel-72	31	47	mailto:craig.miller@normandale.edu	mailto:craig.miller@normandale.edu	NOUN
absel-72	31	48	page	page	NOUN
absel-72	31	49	93	93	NUM
absel-72	31	50	developments	development	NOUN
absel-72	31	51	in	in	ADP
absel-72	31	52	business	business	NOUN
absel-72	31	53	simulation	simulation	NOUN
absel-72	31	54	and	and	CCONJ
absel-72	31	55	experiential	experiential	ADJ
absel-72	31	56	learning	learning	NOUN
absel-72	31	57	,	,	PUNCT
absel-72	31	58	volume	volume	NOUN
absel-72	31	59	39	39	NUM
absel-72	31	60	,	,	PUNCT
absel-72	31	61	2012	2012	NUM
absel-72	31	62	k.	k.	NOUN
absel-72	32	1	a	a	DET
absel-72	32	2	two	two	NUM
absel-72	32	3	factor	factor	NOUN
absel-72	32	4	model	model	NOUN
absel-72	32	5	included	include	VERB
absel-72	32	6	a	a	DET
absel-72	32	7	convenience	convenience	NOUN
absel-72	32	8	yield	yield	NOUN
absel-72	32	9	factor	factor	NOUN
absel-72	32	10	and	and	CCONJ
absel-72	32	11	a	a	DET
absel-72	32	12	third	third	ADJ
absel-72	32	13	model	model	NOUN
absel-72	32	14	added	add	VERB
absel-72	32	15	interest	interest	NOUN
absel-72	32	16	rates	rate	NOUN
absel-72	32	17	.	.	PUNCT
absel-72	33	1	he	he	PRON
absel-72	33	2	found	find	VERB
absel-72	33	3	that	that	SCONJ
absel-72	33	4	over	over	ADP
absel-72	33	5	a	a	DET
absel-72	33	6	long	long	ADJ
absel-72	33	7	term	term	NOUN
absel-72	33	8	(	(	PUNCT
absel-72	33	9	in	in	ADP
absel-72	33	10	excess	excess	NOUN
absel-72	33	11	of	of	ADP
absel-72	33	12	two	two	NUM
absel-72	33	13	years	year	NOUN
absel-72	33	14	)	)	PUNCT
absel-72	33	15	models	model	NOUN
absel-72	33	16	two	two	NUM
absel-72	33	17	and	and	CCONJ
absel-72	33	18	three	three	NUM
absel-72	33	19	demonstrated	demonstrate	VERB
absel-72	33	20	less	less	ADJ
absel-72	33	21	error	error	NOUN
absel-72	33	22	and	and	CCONJ
absel-72	33	23	more	more	ADV
absel-72	33	24	accurately	accurately	ADV
absel-72	33	25	captures	capture	VERB
absel-72	33	26	actual	actual	ADJ
absel-72	33	27	volatility	volatility	NOUN
absel-72	33	28	with	with	ADP
absel-72	33	29	model	model	NOUN
absel-72	33	30	one	one	NUM
absel-72	33	31	showing	show	VERB
absel-72	33	32	less	less	ADV
absel-72	33	33	long	long	ADJ
absel-72	33	34	term	term	NOUN
absel-72	33	35	volatility	volatility	NOUN
absel-72	33	36	.	.	PUNCT
absel-72	34	1	over	over	ADP
absel-72	34	2	short	short	ADJ
absel-72	34	3	periods	period	NOUN
absel-72	34	4	of	of	ADP
absel-72	34	5	time	time	NOUN
absel-72	34	6	,	,	PUNCT
absel-72	34	7	such	such	ADJ
absel-72	34	8	as	as	ADP
absel-72	34	9	the	the	DET
absel-72	34	10	six	six	NUM
absel-72	34	11	month	month	NOUN
absel-72	34	12	window	window	NOUN
absel-72	34	13	the	the	DET
absel-72	34	14	simulation	simulation	NOUN
absel-72	34	15	covers	cover	VERB
absel-72	34	16	,	,	PUNCT
absel-72	34	17	it	it	PRON
absel-72	34	18	is	be	AUX
absel-72	34	19	not	not	PART
absel-72	34	20	clear	clear	ADJ
absel-72	34	21	that	that	SCONJ
absel-72	34	22	any	any	DET
absel-72	34	23	one	one	NUM
absel-72	34	24	of	of	ADP
absel-72	34	25	the	the	DET
absel-72	34	26	three	three	NUM
absel-72	34	27	models	model	NOUN
absel-72	34	28	is	be	AUX
absel-72	34	29	dominant	dominant	ADJ
absel-72	34	30	.	.	PUNCT
absel-72	35	1	gamerman	gamerman	NOUN
absel-72	35	2	(	(	PUNCT
absel-72	35	3	1997	1997	NUM
absel-72	35	4	)	)	PUNCT
absel-72	35	5	defined	define	VERB
absel-72	35	6	simulation	simulation	NOUN
absel-72	35	7	as	as	ADP
absel-72	35	8	“	"	PUNCT
absel-72	35	9	a	a	DET
absel-72	35	10	treatment	treatment	NOUN
absel-72	35	11	of	of	ADP
absel-72	35	12	a	a	DET
absel-72	35	13	real	real	ADJ
absel-72	35	14	world	world	NOUN
absel-72	35	15	problem	problem	NOUN
absel-72	35	16	through	through	ADP
absel-72	35	17	reproduction	reproduction	NOUN
absel-72	35	18	in	in	ADP
absel-72	35	19	a	a	DET
absel-72	35	20	computer	computer	NOUN
absel-72	35	21	environment	environment	NOUN
absel-72	35	22	.	.	PUNCT
absel-72	35	23	”	"	PUNCT
absel-72	36	1	generally	generally	ADV
absel-72	36	2	,	,	PUNCT
absel-72	36	3	it	it	PRON
absel-72	36	4	will	will	AUX
absel-72	36	5	be	be	AUX
absel-72	36	6	a	a	DET
absel-72	36	7	smaller	small	ADJ
absel-72	36	8	scale	scale	NOUN
absel-72	36	9	replica	replica	NOUN
absel-72	36	10	of	of	ADP
absel-72	36	11	the	the	DET
absel-72	36	12	system	system	NOUN
absel-72	36	13	under	under	ADP
absel-72	36	14	study	study	NOUN
absel-72	36	15	.	.	PUNCT
absel-72	37	1	he	he	PRON
absel-72	37	2	argued	argue	VERB
absel-72	37	3	that	that	SCONJ
absel-72	37	4	it	it	PRON
absel-72	37	5	is	be	AUX
absel-72	37	6	an	an	DET
absel-72	37	7	appropriate	appropriate	ADJ
absel-72	37	8	tool	tool	NOUN
absel-72	37	9	when	when	SCONJ
absel-72	37	10	some	some	DET
absel-72	37	11	components	component	NOUN
absel-72	37	12	of	of	ADP
absel-72	37	13	the	the	DET
absel-72	37	14	system	system	NOUN
absel-72	37	15	are	be	AUX
absel-72	37	16	subject	subject	ADJ
absel-72	37	17	to	to	ADP
absel-72	37	18	random	random	ADJ
absel-72	37	19	fluctuation	fluctuation	NOUN
absel-72	37	20	that	that	PRON
absel-72	37	21	can	can	AUX
absel-72	37	22	only	only	ADV
absel-72	37	23	be	be	AUX
absel-72	37	24	described	describe	VERB
absel-72	37	25	by	by	ADP
absel-72	37	26	probability	probability	NOUN
absel-72	37	27	distributions	distribution	NOUN
absel-72	37	28	.	.	PUNCT
absel-72	38	1	a	a	DET
absel-72	38	2	markov	markov	NOUN
absel-72	38	3	chain	chain	NOUN
absel-72	38	4	(	(	PUNCT
absel-72	38	5	markov	markov	NOUN
absel-72	38	6	chains	chain	NOUN
absel-72	38	7	were	be	AUX
absel-72	38	8	introduced	introduce	VERB
absel-72	38	9	by	by	ADP
absel-72	38	10	andre	andre	PROPN
absel-72	38	11	andreevich	andreevich	PROPN
absel-72	38	12	markov	markov	PROPN
absel-72	38	13	.	.	PUNCT
absel-72	39	1	markov	markov	PROPN
absel-72	39	2	was	be	AUX
absel-72	39	3	led	lead	VERB
absel-72	39	4	to	to	PART
absel-72	39	5	develop	develop	VERB
absel-72	39	6	markov	markov	NOUN
absel-72	39	7	chains	chain	NOUN
absel-72	39	8	as	as	ADP
absel-72	39	9	a	a	DET
absel-72	39	10	natural	natural	ADJ
absel-72	39	11	extension	extension	NOUN
absel-72	39	12	of	of	ADP
absel-72	39	13	sequences	sequence	NOUN
absel-72	39	14	of	of	ADP
absel-72	39	15	independent	independent	ADJ
absel-72	39	16	random	random	ADJ
absel-72	39	17	variables	variable	NOUN
absel-72	39	18	)	)	PUNCT
absel-72	39	19	process	process	NOUN
absel-72	39	20	is	be	AUX
absel-72	39	21	an	an	DET
absel-72	39	22	effective	effective	ADJ
absel-72	39	23	addition	addition	NOUN
absel-72	39	24	to	to	ADP
absel-72	39	25	a	a	DET
absel-72	39	26	simulation	simulation	NOUN
absel-72	39	27	model	model	NOUN
absel-72	39	28	when	when	SCONJ
absel-72	39	29	successive	successive	ADJ
absel-72	39	30	results	result	NOUN
absel-72	39	31	depend	depend	VERB
absel-72	39	32	on	on	ADP
absel-72	39	33	all	all	DET
absel-72	39	34	their	their	PRON
absel-72	39	35	predecessors	predecessor	NOUN
absel-72	39	36	only	only	ADV
absel-72	39	37	through	through	ADP
absel-72	39	38	their	their	PRON
absel-72	39	39	immediate	immediate	ADJ
absel-72	39	40	predecessors	predecessor	NOUN
absel-72	39	41	as	as	ADP
absel-72	39	42	in	in	ADP
absel-72	39	43	a	a	DET
absel-72	39	44	price	price	NOUN
absel-72	39	45	path	path	NOUN
absel-72	39	46	with	with	ADP
absel-72	39	47	a	a	DET
absel-72	39	48	randomness	randomness	NOUN
absel-72	39	49	term	term	NOUN
absel-72	39	50	such	such	ADJ
absel-72	39	51	as	as	ADP
absel-72	39	52	a	a	DET
absel-72	39	53	wiener	wiener	NOUN
absel-72	39	54	process	process	NOUN
absel-72	39	55	.	.	PUNCT
absel-72	40	1	m.	m.	NOUN
absel-72	40	2	miller	miller	PROPN
absel-72	40	3	(	(	PUNCT
absel-72	40	4	2001	2001	NUM
absel-72	40	5	)	)	PUNCT
absel-72	40	6	cited	cite	VERB
absel-72	40	7	simulation	simulation	NOUN
absel-72	40	8	as	as	ADP
absel-72	40	9	a	a	DET
absel-72	40	10	beneficial	beneficial	ADJ
absel-72	40	11	risk	risk	NOUN
absel-72	40	12	management	management	NOUN
absel-72	40	13	tool	tool	NOUN
absel-72	40	14	enabled	enable	VERB
absel-72	40	15	by	by	ADP
absel-72	40	16	computer	computer	NOUN
absel-72	40	17	technology	technology	NOUN
absel-72	40	18	in	in	ADP
absel-72	40	19	his	his	PRON
absel-72	40	20	paper	paper	NOUN
absel-72	40	21	surveying	survey	VERB
absel-72	40	22	financial	financial	ADJ
absel-72	40	23	innovations	innovation	NOUN
absel-72	40	24	since	since	SCONJ
absel-72	40	25	1960	1960	NUM
absel-72	40	26	’s	’s	PART
absel-72	40	27	.	.	PUNCT
absel-72	41	1	both	both	PRON
absel-72	41	2	hull	hull	NOUN
absel-72	41	3	and	and	CCONJ
absel-72	41	4	benninga	benninga	PROPN
absel-72	41	5	recognize	recognize	VERB
absel-72	41	6	that	that	SCONJ
absel-72	41	7	monte	monte	PROPN
absel-72	41	8	carlo	carlo	PROPN
absel-72	41	9	simulation	simulation	PROPN
absel-72	41	10	(	(	PUNCT
absel-72	41	11	a	a	DET
absel-72	41	12	simulation	simulation	NOUN
absel-72	41	13	of	of	ADP
absel-72	41	14	a	a	DET
absel-72	41	15	stochastic	stochastic	ADJ
absel-72	41	16	process	process	NOUN
absel-72	41	17	sampling	sample	VERB
absel-72	41	18	random	random	ADJ
absel-72	41	19	outcomes	outcome	NOUN
absel-72	41	20	)	)	PUNCT
absel-72	41	21	can	can	AUX
absel-72	41	22	be	be	AUX
absel-72	41	23	used	use	VERB
absel-72	41	24	to	to	PART
absel-72	41	25	price	price	VERB
absel-72	41	26	derivatives	derivative	NOUN
absel-72	41	27	though	though	SCONJ
absel-72	41	28	benninga	benninga	PROPN
absel-72	41	29	does	do	AUX
absel-72	41	30	assert	assert	VERB
absel-72	41	31	that	that	SCONJ
absel-72	41	32	simulation	simulation	NOUN
absel-72	41	33	is	be	AUX
absel-72	41	34	really	really	ADV
absel-72	41	35	an	an	DET
absel-72	41	36	experimental	experimental	ADJ
absel-72	41	37	technique	technique	NOUN
absel-72	41	38	and	and	CCONJ
absel-72	41	39	in	in	ADP
absel-72	41	40	general	general	ADJ
absel-72	41	41	should	should	AUX
absel-72	41	42	be	be	AUX
absel-72	41	43	avoided	avoid	VERB
absel-72	41	44	if	if	SCONJ
absel-72	41	45	another	another	DET
absel-72	41	46	closed	close	VERB
absel-72	41	47	form	form	NOUN
absel-72	41	48	solution	solution	NOUN
absel-72	41	49	is	be	AUX
absel-72	41	50	available	available	ADJ
absel-72	41	51	.	.	PUNCT
absel-72	42	1	miller	miller	PROPN
absel-72	42	2	and	and	CCONJ
absel-72	42	3	nentl	nentl	PROPN
absel-72	42	4	(	(	PUNCT
absel-72	42	5	2003	2003	NUM
absel-72	42	6	)	)	PUNCT
absel-72	42	7	defined	define	VERB
absel-72	42	8	simulation	simulation	NOUN
absel-72	42	9	as	as	ADP
absel-72	42	10	a	a	DET
absel-72	42	11	replica	replica	NOUN
absel-72	42	12	or	or	CCONJ
absel-72	42	13	model	model	NOUN
absel-72	42	14	designed	design	VERB
absel-72	42	15	to	to	PART
absel-72	42	16	represent	represent	VERB
absel-72	42	17	an	an	DET
absel-72	42	18	actual	actual	ADJ
absel-72	42	19	or	or	CCONJ
absel-72	42	20	theoretical	theoretical	ADJ
absel-72	42	21	reality	reality	NOUN
absel-72	42	22	.	.	PUNCT
absel-72	43	1	they	they	PRON
absel-72	43	2	reported	report	VERB
absel-72	43	3	simulation	simulation	NOUN
absel-72	43	4	use	use	NOUN
absel-72	43	5	in	in	ADP
absel-72	43	6	business	business	NOUN
absel-72	43	7	education	education	NOUN
absel-72	43	8	and	and	CCONJ
absel-72	43	9	training	training	NOUN
absel-72	43	10	increases	increase	VERB
absel-72	43	11	involvement	involvement	NOUN
absel-72	43	12	and	and	CCONJ
absel-72	43	13	motivation	motivation	NOUN
absel-72	43	14	and	and	CCONJ
absel-72	43	15	results	result	NOUN
absel-72	43	16	in	in	ADP
absel-72	43	17	deeper	deep	ADJ
absel-72	43	18	comprehension	comprehension	NOUN
absel-72	43	19	,	,	PUNCT
absel-72	43	20	better	well	ADJ
absel-72	43	21	retention	retention	NOUN
absel-72	43	22	,	,	PUNCT
absel-72	43	23	and	and	CCONJ
absel-72	43	24	students	student	NOUN
absel-72	43	25	are	be	AUX
absel-72	43	26	more	more	ADV
absel-72	43	27	selfdirected	selfdirecte	VERB
absel-72	43	28	.	.	PUNCT
absel-72	44	1	cheng	cheng	PROPN
absel-72	44	2	(	(	PUNCT
absel-72	44	3	2009	2009	NUM
absel-72	44	4	)	)	PUNCT
absel-72	44	5	created	create	VERB
absel-72	44	6	and	and	CCONJ
absel-72	44	7	tested	test	VERB
absel-72	44	8	a	a	DET
absel-72	44	9	simulation	simulation	NOUN
absel-72	44	10	designed	design	VERB
absel-72	44	11	to	to	PART
absel-72	44	12	teach	teach	VERB
absel-72	44	13	option	option	NOUN
absel-72	44	14	trading	trading	NOUN
absel-72	44	15	practices	practice	NOUN
absel-72	44	16	to	to	ADP
absel-72	44	17	novices	novice	NOUN
absel-72	44	18	.	.	PUNCT
absel-72	45	1	they	they	PRON
absel-72	45	2	modeled	model	VERB
absel-72	45	3	commodity	commodity	NOUN
absel-72	45	4	prices	price	NOUN
absel-72	45	5	as	as	ADP
absel-72	45	6	a	a	DET
absel-72	45	7	mean	mean	ADJ
absel-72	45	8	reverting	revert	VERB
absel-72	45	9	process	process	NOUN
absel-72	45	10	(	(	PUNCT
absel-72	45	11	converging	converge	VERB
absel-72	45	12	on	on	ADP
absel-72	45	13	marginal	marginal	ADJ
absel-72	45	14	cost	cost	NOUN
absel-72	45	15	of	of	ADP
absel-72	45	16	production	production	NOUN
absel-72	45	17	)	)	PUNCT
absel-72	45	18	and	and	CCONJ
absel-72	45	19	using	use	VERB
absel-72	45	20	a	a	DET
absel-72	45	21	wiener	wiener	NOUN
absel-72	45	22	process	process	NOUN
absel-72	45	23	simulating	simulate	VERB
absel-72	45	24	movement	movement	NOUN
absel-72	45	25	.	.	PUNCT
absel-72	46	1	cheng	cheng	PROPN
absel-72	46	2	found	find	VERB
absel-72	46	3	his	his	PRON
absel-72	46	4	subjects	subject	NOUN
absel-72	46	5	did	do	VERB
absel-72	46	6	poorly	poorly	ADV
absel-72	46	7	on	on	ADP
absel-72	46	8	their	their	PRON
absel-72	46	9	initial	initial	ADJ
absel-72	46	10	trials	trial	NOUN
absel-72	46	11	but	but	CCONJ
absel-72	46	12	improved	improve	VERB
absel-72	46	13	significantly	significantly	ADV
absel-72	46	14	with	with	ADP
absel-72	46	15	practice	practice	NOUN
absel-72	46	16	and	and	CCONJ
absel-72	46	17	repetition	repetition	NOUN
absel-72	46	18	.	.	PUNCT
absel-72	47	1	he	he	PRON
absel-72	47	2	concluded	conclude	VERB
absel-72	47	3	that	that	SCONJ
absel-72	47	4	simulation	simulation	NOUN
absel-72	47	5	is	be	AUX
absel-72	47	6	an	an	DET
absel-72	47	7	effective	effective	ADJ
absel-72	47	8	training	training	NOUN
absel-72	47	9	tool	tool	NOUN
absel-72	47	10	if	if	SCONJ
absel-72	47	11	there	there	PRON
absel-72	47	12	is	be	VERB
absel-72	47	13	an	an	DET
absel-72	47	14	opportunity	opportunity	NOUN
absel-72	47	15	to	to	PART
absel-72	47	16	experiment	experiment	VERB
absel-72	47	17	with	with	ADP
absel-72	47	18	alternative	alternative	ADJ
absel-72	47	19	scenarios	scenario	NOUN
absel-72	47	20	,	,	PUNCT
absel-72	47	21	play	play	VERB
absel-72	47	22	multiple	multiple	ADJ
absel-72	47	23	times	time	NOUN
absel-72	47	24	,	,	PUNCT
absel-72	47	25	and	and	CCONJ
absel-72	47	26	a	a	DET
absel-72	47	27	knowledgeable	knowledgeable	ADJ
absel-72	47	28	facilitator	facilitator	NOUN
absel-72	47	29	debriefs	debrief	VERB
absel-72	47	30	the	the	DET
absel-72	47	31	players	player	NOUN
absel-72	47	32	by	by	ADP
absel-72	47	33	helping	help	VERB
absel-72	47	34	them	they	PRON
absel-72	47	35	to	to	PART
absel-72	47	36	understand	understand	VERB
absel-72	47	37	and	and	CCONJ
absel-72	47	38	analyze	analyze	VERB
absel-72	47	39	results	result	NOUN
absel-72	47	40	.	.	PUNCT
absel-72	48	1	methodology	methodology	NOUN
absel-72	48	2	price	price	NOUN
absel-72	48	3	data	datum	NOUN
absel-72	48	4	was	be	AUX
absel-72	48	5	collected	collect	VERB
absel-72	48	6	over	over	ADP
absel-72	48	7	a	a	DET
absel-72	48	8	20	20	NUM
absel-72	48	9	year	year	NOUN
absel-72	48	10	period	period	NOUN
absel-72	48	11	(	(	PUNCT
absel-72	48	12	appendix	appendix	NOUN
absel-72	48	13	1	1	NUM
absel-72	48	14	)	)	PUNCT
absel-72	48	15	and	and	CCONJ
absel-72	48	16	to	to	PART
absel-72	48	17	mirror	mirror	VERB
absel-72	48	18	the	the	DET
absel-72	48	19	simulation	simulation	NOUN
absel-72	48	20	period	period	NOUN
absel-72	48	21	,	,	PUNCT
absel-72	48	22	from	from	ADP
absel-72	48	23	november	november	PROPN
absel-72	48	24	2009	2009	NUM
absel-72	48	25	to	to	ADP
absel-72	48	26	october	october	PROPN
absel-72	48	27	2010	2010	NUM
absel-72	48	28	(	(	PUNCT
absel-72	48	29	appendix	appendix	NOUN
absel-72	48	30	2	2	NUM
absel-72	48	31	)	)	PUNCT
absel-72	48	32	.	.	PUNCT
absel-72	49	1	it	it	PRON
absel-72	49	2	was	be	AUX
absel-72	49	3	the	the	DET
absel-72	49	4	latter	latter	ADJ
absel-72	49	5	data	datum	NOUN
absel-72	49	6	set	set	VERB
absel-72	49	7	that	that	PRON
absel-72	49	8	was	be	AUX
absel-72	49	9	used	use	VERB
absel-72	49	10	to	to	PART
absel-72	49	11	calculate	calculate	VERB
absel-72	49	12	the	the	DET
absel-72	49	13	estimated	estimate	VERB
absel-72	49	14	mean	mean	NOUN
absel-72	49	15	and	and	CCONJ
absel-72	49	16	standard	standard	ADJ
absel-72	49	17	deviation	deviation	NOUN
absel-72	49	18	.	.	PUNCT
absel-72	50	1	three	three	NUM
absel-72	50	2	models	model	NOUN
absel-72	50	3	of	of	ADP
absel-72	50	4	commodity	commodity	NOUN
absel-72	50	5	price	price	NOUN
absel-72	50	6	behavior	behavior	NOUN
absel-72	50	7	were	be	AUX
absel-72	50	8	considered	consider	VERB
absel-72	50	9	.	.	PUNCT
absel-72	51	1	a	a	DET
absel-72	51	2	standard	standard	ADJ
absel-72	51	3	one	one	NUM
absel-72	51	4	factor	factor	NOUN
absel-72	51	5	model	model	NOUN
absel-72	51	6	found	find	VERB
absel-72	51	7	in	in	ADP
absel-72	51	8	hull	hull	NOUN
absel-72	51	9	,	,	PUNCT
absel-72	51	10	and	and	CCONJ
absel-72	51	11	a	a	DET
absel-72	51	12	one	one	NUM
absel-72	51	13	and	and	CCONJ
absel-72	51	14	two	two	NUM
absel-72	51	15	factor	factor	NOUN
absel-72	51	16	model	model	NOUN
absel-72	51	17	presented	present	VERB
absel-72	51	18	and	and	CCONJ
absel-72	51	19	studied	study	VERB
absel-72	51	20	by	by	ADP
absel-72	51	21	schwartz	schwartz	PROPN
absel-72	51	22	.	.	PUNCT
absel-72	52	1	upon	upon	SCONJ
absel-72	52	2	reflection	reflection	VERB
absel-72	52	3	the	the	DET
absel-72	52	4	schwartz	schwartz	PROPN
absel-72	52	5	two	two	NUM
absel-72	52	6	factor	factor	NOUN
absel-72	52	7	model	model	NOUN
absel-72	52	8	was	be	AUX
absel-72	52	9	abandoned	abandon	VERB
absel-72	52	10	for	for	ADP
absel-72	52	11	this	this	DET
absel-72	52	12	project	project	NOUN
absel-72	52	13	and	and	CCONJ
absel-72	52	14	for	for	ADP
absel-72	52	15	the	the	DET
absel-72	52	16	time	time	NOUN
absel-72	52	17	being	be	AUX
absel-72	52	18	.	.	PUNCT
absel-72	53	1	this	this	DET
absel-72	53	2	choice	choice	NOUN
absel-72	53	3	will	will	AUX
absel-72	53	4	be	be	AUX
absel-72	53	5	addressed	address	VERB
absel-72	53	6	in	in	ADP
absel-72	53	7	the	the	DET
absel-72	53	8	paper	paper	NOUN
absel-72	53	9	’s	’s	PART
absel-72	53	10	closing	closing	NOUN
absel-72	53	11	comments	comment	NOUN
absel-72	53	12	.	.	PUNCT
absel-72	54	1	the	the	DET
absel-72	54	2	two	two	NUM
absel-72	54	3	models	model	NOUN
absel-72	54	4	selected	select	VERB
absel-72	54	5	for	for	ADP
absel-72	54	6	testing	testing	NOUN
absel-72	54	7	are	be	AUX
absel-72	54	8	presented	present	VERB
absel-72	54	9	in	in	ADP
absel-72	54	10	figure	figure	NOUN
absel-72	54	11	1	1	NUM
absel-72	54	12	below	below	ADV
absel-72	54	13	.	.	PUNCT
absel-72	55	1	the	the	DET
absel-72	55	2	models	model	NOUN
absel-72	55	3	are	be	AUX
absel-72	55	4	developed	develop	VERB
absel-72	55	5	using	use	VERB
absel-72	55	6	math	math	NOUN
absel-72	55	7	techniques	technique	NOUN
absel-72	55	8	that	that	PRON
absel-72	55	9	are	be	AUX
absel-72	55	10	expected	expect	VERB
absel-72	55	11	to	to	PART
absel-72	55	12	be	be	AUX
absel-72	55	13	beyond	beyond	ADP
absel-72	55	14	the	the	DET
absel-72	55	15	technical	technical	ADJ
absel-72	55	16	capabilities	capability	NOUN
absel-72	55	17	of	of	ADP
absel-72	55	18	players	player	NOUN
absel-72	55	19	/	/	SYM
absel-72	55	20	traders	trader	NOUN
absel-72	55	21	and	and	CCONJ
absel-72	55	22	likely	likely	ADJ
absel-72	55	23	a	a	DET
absel-72	55	24	workshop	workshop	NOUN
absel-72	55	25	facilitator	facilitator	NOUN
absel-72	55	26	(	(	PUNCT
absel-72	55	27	and	and	CCONJ
absel-72	55	28	possibly	possibly	ADV
absel-72	55	29	readers	reader	NOUN
absel-72	55	30	of	of	ADP
absel-72	55	31	this	this	DET
absel-72	55	32	paper	paper	NOUN
absel-72	55	33	)	)	PUNCT
absel-72	55	34	.	.	PUNCT
absel-72	56	1	my	my	PRON
absel-72	56	2	expectation	expectation	NOUN
absel-72	56	3	is	be	AUX
absel-72	56	4	users	user	NOUN
absel-72	56	5	of	of	ADP
absel-72	56	6	this	this	DET
absel-72	56	7	game	game	NOUN
absel-72	56	8	will	will	AUX
absel-72	56	9	accept	accept	VERB
absel-72	56	10	the	the	DET
absel-72	56	11	model	model	NOUN
absel-72	56	12	embedded	embed	VERB
absel-72	56	13	under	under	ADP
absel-72	56	14	the	the	DET
absel-72	56	15	covers	cover	NOUN
absel-72	56	16	to	to	PART
absel-72	56	17	be	be	AUX
absel-72	56	18	externally	externally	ADV
absel-72	56	19	valid	valid	ADJ
absel-72	56	20	.	.	PUNCT
absel-72	57	1	this	this	DET
absel-72	57	2	paper	paper	NOUN
absel-72	57	3	does	do	AUX
absel-72	57	4	present	present	VERB
absel-72	57	5	the	the	DET
absel-72	57	6	math	math	NOUN
absel-72	57	7	for	for	ADP
absel-72	57	8	readers	reader	NOUN
absel-72	57	9	interested	interested	ADJ
absel-72	57	10	in	in	ADP
absel-72	57	11	evaluating	evaluate	VERB
absel-72	57	12	the	the	DET
absel-72	57	13	model	model	NOUN
absel-72	57	14	’s	’s	PART
absel-72	57	15	fidelity	fidelity	NOUN
absel-72	57	16	.	.	PUNCT
absel-72	58	1	professors	professor	NOUN
absel-72	58	2	teaching	teach	VERB
absel-72	58	3	finance	finance	NOUN
absel-72	58	4	at	at	ADP
absel-72	58	5	the	the	DET
absel-72	58	6	graduate	graduate	ADJ
absel-72	58	7	level	level	NOUN
absel-72	58	8	will	will	AUX
absel-72	58	9	recognize	recognize	VERB
absel-72	58	10	these	these	DET
absel-72	58	11	models	model	NOUN
absel-72	58	12	to	to	PART
absel-72	58	13	be	be	AUX
absel-72	58	14	variations	variation	NOUN
absel-72	58	15	of	of	ADP
absel-72	58	16	the	the	DET
absel-72	58	17	black	black	ADJ
absel-72	58	18	sholes	shole	NOUN
absel-72	58	19	options	option	NOUN
absel-72	58	20	pricing	pricing	NOUN
absel-72	58	21	model	model	NOUN
absel-72	58	22	–	–	PUNCT
absel-72	58	23	a	a	DET
absel-72	58	24	standard	standard	ADJ
absel-72	58	25	valuation	valuation	NOUN
absel-72	58	26	technique	technique	NOUN
absel-72	58	27	for	for	ADP
absel-72	58	28	several	several	ADJ
absel-72	58	29	decades	decade	NOUN
absel-72	58	30	now	now	ADV
absel-72	58	31	and	and	CCONJ
absel-72	58	32	centerpiece	centerpiece	NOUN
absel-72	58	33	of	of	ADP
absel-72	58	34	a	a	DET
absel-72	58	35	nobel	nobel	PROPN
absel-72	58	36	prize	prize	PROPN
absel-72	58	37	award	award	PROPN
absel-72	58	38	.	.	PUNCT
absel-72	59	1	the	the	DET
absel-72	59	2	models	model	NOUN
absel-72	59	3	are	be	AUX
absel-72	59	4	more	more	ADV
absel-72	59	5	similar	similar	ADJ
absel-72	59	6	than	than	ADP
absel-72	59	7	different	different	ADJ
absel-72	59	8	.	.	PUNCT
absel-72	60	1	model	model	NOUN
absel-72	60	2	2	2	NUM
absel-72	60	3	includes	include	VERB
absel-72	60	4	a	a	DET
absel-72	60	5	constant	constant	ADJ
absel-72	60	6	k	k	NOUN
absel-72	60	7	that	that	PRON
absel-72	60	8	reflects	reflect	VERB
absel-72	60	9	the	the	DET
absel-72	60	10	magnitude	magnitude	NOUN
absel-72	60	11	of	of	ADP
absel-72	60	12	the	the	DET
absel-72	60	13	speed	speed	NOUN
absel-72	60	14	of	of	ADP
absel-72	60	15	adjustment	adjustment	NOUN
absel-72	60	16	of	of	ADP
absel-72	60	17	the	the	DET
absel-72	60	18	log	log	NOUN
absel-72	60	19	of	of	ADP
absel-72	60	20	the	the	DET
absel-72	60	21	spot	spot	NOUN
absel-72	60	22	price	price	NOUN
absel-72	60	23	reversion	reversion	NOUN
absel-72	60	24	to	to	ADP
absel-72	60	25	the	the	DET
absel-72	60	26	mean	mean	NOUN
absel-72	60	27	.	.	PUNCT
absel-72	61	1	the	the	DET
absel-72	61	2	value	value	NOUN
absel-72	61	3	1.5	1.5	NUM
absel-72	61	4	was	be	AUX
absel-72	61	5	selected	select	VERB
absel-72	61	6	for	for	ADP
absel-72	61	7	k	k	PROPN
absel-72	61	8	based	base	VERB
absel-72	61	9	on	on	ADP
absel-72	61	10	personal	personal	ADJ
absel-72	61	11	experimentation	experimentation	NOUN
absel-72	61	12	using	use	VERB
absel-72	61	13	the	the	DET
absel-72	61	14	empirical	empirical	ADJ
absel-72	61	15	range	range	NOUN
absel-72	61	16	in	in	ADP
absel-72	61	17	the	the	DET
absel-72	61	18	schwartz	schwartz	PROPN
absel-72	61	19	data	data	PROPN
absel-72	61	20	set	set	PROPN
absel-72	61	21	.	.	PUNCT
absel-72	62	1	model	model	NOUN
absel-72	62	2	2	2	NUM
absel-72	62	3	also	also	ADV
absel-72	62	4	assumes	assume	VERB
absel-72	62	5	a	a	DET
absel-72	62	6	lognormal	lognormal	ADJ
absel-72	62	7	distribution	distribution	NOUN
absel-72	62	8	.	.	PUNCT
absel-72	63	1	for	for	ADP
absel-72	63	2	both	both	DET
absel-72	63	3	models	model	NOUN
absel-72	63	4	1	1	NUM
absel-72	63	5	and	and	CCONJ
absel-72	63	6	2	2	NUM
absel-72	63	7	were	be	AUX
absel-72	63	8	derived	derive	VERB
absel-72	63	9	from	from	ADP
absel-72	63	10	the	the	DET
absel-72	63	11	figure	figure	NOUN
absel-72	63	12	1	1	NUM
absel-72	63	13	models	model	NOUN
absel-72	63	14	of	of	ADP
absel-72	63	15	commodity	commodity	NOUN
absel-72	63	16	price	price	NOUN
absel-72	63	17	behavior	behavior	NOUN
absel-72	63	18	model	model	NOUN
absel-72	63	19	1	1	NUM
absel-72	63	20	:	:	PUNCT
absel-72	63	21	st	st	PROPN
absel-72	63	22	=	=	SYM
absel-72	63	23	(	(	PUNCT
absel-72	63	24	(	(	PUNCT
absel-72	63	25			NOUN
absel-72	63	26	–	–	PUNCT
absel-72	63	27	r	r	NOUN
absel-72	63	28	)	)	PUNCT
absel-72	63	29	*	*	PUNCT
absel-72	63	30	st-1	st-1	PROPN
absel-72	63	31	*	*	PUNCT
absel-72	63	32	dt	dt	PROPN
absel-72	63	33	)	)	PUNCT
absel-72	64	1	+	+	CCONJ
absel-72	64	2	(	(	PUNCT
absel-72	64	3			NOUN
absel-72	64	4	*	*	NOUN
absel-72	64	5	st-1	st-1	NOUN
absel-72	64	6	*	*	ADJ
absel-72	64	7	dz	dz	PROPN
absel-72	64	8	)	)	PUNCT
absel-72	64	9	)	)	PUNCT
absel-72	65	1	+	+	CCONJ
absel-72	65	2	st-1	st-1	X
absel-72	65	3	notation	notation	NOUN
absel-72	65	4	:	:	PUNCT
absel-72	65	5	st	st	PROPN
absel-72	65	6	=	=	NOUN
absel-72	65	7	predicted	predict	VERB
absel-72	65	8	spot	spot	NOUN
absel-72	65	9	price	price	NOUN
absel-72	65	10	=	=	NOUN
absel-72	65	11	.1619	.1619	PROPN
absel-72	66	1	r	r	NOUN
absel-72	66	2	=	=	NOUN
absel-72	66	3	opportunity	opportunity	NOUN
absel-72	66	4	cost	cost	NOUN
absel-72	66	5	of	of	ADP
absel-72	66	6	capital	capital	NOUN
absel-72	66	7	=	=	SYM
absel-72	66	8	.06	.06	NUM
absel-72	66	9	drift	drift	NOUN
absel-72	66	10	=	=	SYM
absel-72	66	11	.10219	.10219	NOUN
absel-72	66	12	st-1	st-1	PUNCT
absel-72	66	13	=	=	PRON
absel-72	66	14	predicted	predict	VERB
absel-72	66	15	spot	spot	NOUN
absel-72	66	16	price	price	NOUN
absel-72	66	17	dt	dt	NOUN
absel-72	67	1	=	=	PUNCT
absel-72	67	2	time	time	NOUN
absel-72	67	3	increment	increment	PROPN
absel-72	67	4			PROPN
absel-72	67	5	=	=	SYM
absel-72	67	6	daily	daily	ADJ
absel-72	67	7			PROPN
absel-72	67	8	*	*	PUNCT
absel-72	67	9	252.5	252.5	NUM
absel-72	67	10	=	=	SYM
absel-72	67	11	.28	.28	NUM
absel-72	67	12	dz	dz	NOUN
absel-72	67	13	=	=	PUNCT
absel-72	67	14	normsinv	normsinv	ADJ
absel-72	67	15	(	(	PUNCT
absel-72	67	16	rand	rand	NOUN
absel-72	67	17	(	(	PUNCT
absel-72	67	18	)	)	PUNCT
absel-72	67	19	)	)	PUNCT
absel-72	68	1	*	*	PUNCT
absel-72	68	2	dt.5	dt.5	NOUN
absel-72	68	3	model	model	NOUN
absel-72	68	4	2	2	NUM
absel-72	68	5	:	:	PUNCT
absel-72	68	6	st	st	PROPN
absel-72	68	7	=	=	SYM
absel-72	68	8	(	(	PUNCT
absel-72	68	9	k	k	X
absel-72	68	10	*	*	PUNCT
absel-72	68	11	(	(	PUNCT
absel-72	68	12			NOUN
absel-72	68	13	–	–	PUNCT
absel-72	68	14	(	(	PUNCT
absel-72	68	15			PROPN
absel-72	68	16	2	2	NUM
absel-72	68	17	/	/	SYM
absel-72	68	18	2k	2k	NUM
absel-72	68	19	)	)	PUNCT
absel-72	68	20	)	)	PUNCT
absel-72	69	1	+	+	CCONJ
absel-72	69	2			PROPN
absel-72	69	3	*	*	PUNCT
absel-72	69	4	dt.5	dt.5	PROPN
absel-72	69	5	*	*	PUNCT
absel-72	69	6	dz	dz	PROPN
absel-72	69	7	)	)	PUNCT
absel-72	69	8	)	)	PUNCT
absel-72	70	1	+	+	CCONJ
absel-72	70	2	st-1	st-1	X
absel-72	70	3	notation	notation	NOUN
absel-72	70	4	:	:	PUNCT
absel-72	70	5	st	st	PROPN
absel-72	70	6	=	=	NOUN
absel-72	70	7	predicted	predict	VERB
absel-72	70	8	spot	spot	NOUN
absel-72	70	9	price	price	NOUN
absel-72	70	10	k	k	NOUN
absel-72	70	11	=	=	SYM
absel-72	70	12	1.5	1.5	NUM
absel-72	70	13			NOUN
absel-72	70	14	=	=	SYM
absel-72	70	15	.1619	.1619	NOUN
absel-72	70	16			PUNCT
absel-72	70	17	=	=	SYM
absel-72	70	18	daily	daily	ADJ
absel-72	70	19			PROPN
absel-72	70	20	*	*	PUNCT
absel-72	70	21	252.5	252.5	NUM
absel-72	70	22	=	=	SYM
absel-72	70	23	.28	.28	NUM
absel-72	70	24	drift	drift	NOUN
absel-72	70	25	=	=	PUNCT
absel-72	70	26	.10339	.10339	NOUN
absel-72	71	1	dt	dt	NOUN
absel-72	72	1	=	=	SYM
absel-72	73	1	time	time	NOUN
absel-72	73	2	increment	increment	NOUN
absel-72	73	3	dz	dz	PROPN
absel-72	73	4	=	=	PUNCT
absel-72	73	5	normsinv	normsinv	ADJ
absel-72	73	6	(	(	PUNCT
absel-72	73	7	rand	rand	NOUN
absel-72	73	8	(	(	PUNCT
absel-72	73	9	)	)	PUNCT
absel-72	73	10	)	)	PUNCT
absel-72	74	1	*	*	PUNCT
absel-72	74	2	dt.5	dt.5	NOUN
absel-72	74	3	page	page	NOUN
absel-72	74	4	94	94	NUM
absel-72	74	5	developments	development	NOUN
absel-72	74	6	in	in	ADP
absel-72	74	7	business	business	NOUN
absel-72	74	8	simulation	simulation	NOUN
absel-72	74	9	and	and	CCONJ
absel-72	74	10	experiential	experiential	ADJ
absel-72	74	11	learning	learning	NOUN
absel-72	74	12	,	,	PUNCT
absel-72	74	13	volume	volume	NOUN
absel-72	74	14	39	39	NUM
absel-72	74	15	,	,	PUNCT
absel-72	74	16	2012	2012	NUM
absel-72	74	17	november	november	PROPN
absel-72	74	18	2009	2009	NUM
absel-72	74	19	–	–	PUNCT
absel-72	74	20	october	october	PROPN
absel-72	74	21	2010	2010	NUM
absel-72	74	22	data	datum	NOUN
absel-72	74	23	set	set	NOUN
absel-72	74	24	presented	present	VERB
absel-72	74	25	as	as	ADP
absel-72	74	26	appendix	appendix	NOUN
absel-72	74	27	2	2	NUM
absel-72	74	28	.	.	PUNCT
absel-72	75	1	both	both	DET
absel-72	75	2	models	model	NOUN
absel-72	75	3	are	be	AUX
absel-72	75	4	stochastic	stochastic	ADJ
absel-72	75	5	(	(	PUNCT
absel-72	75	6	probability	probability	NOUN
absel-72	75	7	driven	drive	VERB
absel-72	75	8	rather	rather	ADV
absel-72	75	9	than	than	ADP
absel-72	75	10	deterministic	deterministic	ADJ
absel-72	75	11	)	)	PUNCT
absel-72	75	12	markov	markov	NOUN
absel-72	75	13	process	process	NOUN
absel-72	75	14	incorporating	incorporate	VERB
absel-72	75	15	wiener	wiener	NOUN
absel-72	75	16	’s	’s	PART
absel-72	75	17	mathematical	mathematical	ADJ
absel-72	75	18	representation	representation	NOUN
absel-72	75	19	of	of	ADP
absel-72	75	20	brownian	brownian	ADJ
absel-72	75	21	motion	motion	NOUN
absel-72	75	22	.	.	PUNCT
absel-72	76	1	both	both	DET
absel-72	76	2	models	model	NOUN
absel-72	76	3	also	also	ADV
absel-72	76	4	include	include	VERB
absel-72	76	5	an	an	DET
absel-72	76	6	ito	ito	PROPN
absel-72	76	7	process	process	NOUN
absel-72	76	8	(	(	PUNCT
absel-72	76	9	dx	dx	PROPN
absel-72	76	10	=	=	PUNCT
absel-72	76	11	*dt	*dt	X
absel-72	76	12	+	+	X
absel-72	76	13	*dz	*dz	NUM
absel-72	76	14	)	)	PUNCT
absel-72	76	15	in	in	ADP
absel-72	76	16	which	which	PRON
absel-72	76	17	variable	variable	ADJ
absel-72	76	18			NOUN
absel-72	76	19	(	(	PUNCT
absel-72	76	20	the	the	DET
absel-72	76	21	drift	drift	NOUN
absel-72	76	22	)	)	PUNCT
absel-72	76	23	and	and	CCONJ
absel-72	76	24			PROPN
absel-72	76	25	(	(	PUNCT
absel-72	76	26	the	the	DET
absel-72	76	27	variance	variance	NOUN
absel-72	76	28	)	)	PUNCT
absel-72	76	29	are	be	AUX
absel-72	76	30	functions	function	NOUN
absel-72	76	31	of	of	ADP
absel-72	76	32	underlying	underlie	VERB
absel-72	76	33	data	datum	NOUN
absel-72	76	34	–	–	PUNCT
absel-72	76	35	in	in	ADP
absel-72	76	36	this	this	DET
absel-72	76	37	case	case	NOUN
absel-72	76	38	historical	historical	ADJ
absel-72	76	39	propane	propane	NOUN
absel-72	76	40	prices	price	NOUN
absel-72	76	41	.	.	PUNCT
absel-72	77	1	it	it	PRON
absel-72	77	2	is	be	AUX
absel-72	77	3	assumed	assume	VERB
absel-72	77	4	the	the	DET
absel-72	77	5	drift	drift	NOUN
absel-72	77	6	rate	rate	NOUN
absel-72	77	7	is	be	AUX
absel-72	77	8	constant	constant	ADJ
absel-72	77	9	over	over	ADP
absel-72	77	10	the	the	DET
absel-72	77	11	model	model	NOUN
absel-72	77	12	period	period	NOUN
absel-72	77	13	.	.	PUNCT
absel-72	78	1	the	the	DET
absel-72	78	2	uncertainty	uncertainty	NOUN
absel-72	78	3	however	however	ADV
absel-72	78	4	increases	increase	VERB
absel-72	78	5	over	over	ADP
absel-72	78	6	time	time	NOUN
absel-72	78	7	as	as	ADP
absel-72	78	8	a	a	DET
absel-72	78	9	square	square	ADJ
absel-72	78	10	root	root	NOUN
absel-72	78	11	function	function	NOUN
absel-72	78	12	of	of	ADP
absel-72	78	13	time	time	NOUN
absel-72	78	14	.	.	PUNCT
absel-72	79	1	each	each	DET
absel-72	79	2	model	model	NOUN
absel-72	79	3	will	will	AUX
absel-72	79	4	be	be	AUX
absel-72	79	5	tested	test	VERB
absel-72	79	6	over	over	ADP
absel-72	79	7	a	a	DET
absel-72	79	8	three	three	NUM
absel-72	79	9	month	month	NOUN
absel-72	79	10	period	period	NOUN
absel-72	79	11	(	(	PUNCT
absel-72	79	12	november	november	PROPN
absel-72	79	13	2010	2010	NUM
absel-72	79	14	to	to	ADP
absel-72	79	15	january	january	PROPN
absel-72	79	16	2011	2011	NUM
absel-72	79	17	)	)	PUNCT
absel-72	79	18	.	.	PUNCT
absel-72	80	1	the	the	DET
absel-72	80	2	time	time	NOUN
absel-72	80	3	period	period	NOUN
absel-72	80	4	of	of	ADP
absel-72	80	5	252	252	NUM
absel-72	80	6	days	day	NOUN
absel-72	80	7	is	be	AUX
absel-72	80	8	a	a	DET
absel-72	80	9	common	common	ADJ
absel-72	80	10	interval	interval	NOUN
absel-72	80	11	when	when	SCONJ
absel-72	80	12	evaluating	evaluate	VERB
absel-72	80	13	options	option	NOUN
absel-72	80	14	as	as	SCONJ
absel-72	80	15	it	it	PRON
absel-72	80	16	covers	cover	VERB
absel-72	80	17	a	a	DET
absel-72	80	18	complete	complete	ADJ
absel-72	80	19	year	year	NOUN
absel-72	80	20	of	of	ADP
absel-72	80	21	variance	variance	NOUN
absel-72	80	22	that	that	PRON
absel-72	80	23	considers	consider	VERB
absel-72	80	24	systematic	systematic	ADJ
absel-72	80	25	cycles	cycle	NOUN
absel-72	80	26	.	.	PUNCT
absel-72	81	1	appendix	appendix	NOUN
absel-72	81	2	3	3	NUM
absel-72	81	3	lists	list	NOUN
absel-72	81	4	the	the	DET
absel-72	81	5	actual	actual	ADJ
absel-72	81	6	spot	spot	NOUN
absel-72	81	7	price	price	NOUN
absel-72	81	8	each	each	DET
absel-72	81	9	day	day	NOUN
absel-72	81	10	,	,	PUNCT
absel-72	81	11	the	the	DET
absel-72	81	12	predicted	predict	VERB
absel-72	81	13	spot	spot	NOUN
absel-72	81	14	price	price	NOUN
absel-72	81	15	,	,	PUNCT
absel-72	81	16	and	and	CCONJ
absel-72	81	17	the	the	DET
absel-72	81	18	error	error	NOUN
absel-72	81	19	term	term	NOUN
absel-72	81	20	.	.	PUNCT
absel-72	82	1	the	the	DET
absel-72	82	2	appendix	appendix	NOUN
absel-72	82	3	also	also	ADV
absel-72	82	4	includes	include	VERB
absel-72	82	5	a	a	DET
absel-72	82	6	graph	graph	NOUN
absel-72	82	7	of	of	ADP
absel-72	82	8	three	three	NUM
absel-72	82	9	predicted	predict	VERB
absel-72	82	10	and	and	CCONJ
absel-72	82	11	actual	actual	ADJ
absel-72	82	12	prices	price	NOUN
absel-72	82	13	over	over	ADP
absel-72	82	14	the	the	DET
absel-72	82	15	3	3	NUM
absel-72	82	16	month	month	NOUN
absel-72	82	17	period	period	NOUN
absel-72	82	18	and	and	CCONJ
absel-72	82	19	a	a	DET
absel-72	82	20	summary	summary	NOUN
absel-72	82	21	statistic	statistic	NOUN
absel-72	82	22	–	–	PUNCT
absel-72	82	23	the	the	DET
absel-72	82	24	mean	mean	ADJ
absel-72	82	25	absolute	absolute	ADJ
absel-72	82	26	deviation	deviation	NOUN
absel-72	82	27	.	.	PUNCT
absel-72	83	1	methodology	methodology	NOUN
absel-72	83	2	–	–	PUNCT
absel-72	83	3	test	test	NOUN
absel-72	83	4	of	of	ADP
absel-72	83	5	model	model	NOUN
absel-72	83	6	appendix	appendix	VERB
absel-72	83	7	3	3	NUM
absel-72	83	8	contains	contain	VERB
absel-72	83	9	for	for	ADP
absel-72	83	10	both	both	DET
absel-72	83	11	model	model	NOUN
absel-72	83	12	1	1	NUM
absel-72	83	13	and	and	CCONJ
absel-72	83	14	model	model	NOUN
absel-72	83	15	2	2	NUM
absel-72	83	16	a	a	DET
absel-72	83	17	summary	summary	NOUN
absel-72	83	18	of	of	ADP
absel-72	83	19	the	the	DET
absel-72	83	20	actual	actual	ADJ
absel-72	83	21	spot	spot	NOUN
absel-72	83	22	price	price	NOUN
absel-72	83	23	during	during	ADP
absel-72	83	24	the	the	DET
absel-72	83	25	modeling	modeling	NOUN
absel-72	83	26	period	period	NOUN
absel-72	83	27	along	along	ADP
absel-72	83	28	with	with	ADP
absel-72	83	29	the	the	DET
absel-72	83	30	prediction	prediction	NOUN
absel-72	83	31	and	and	CCONJ
absel-72	83	32	error	error	NOUN
absel-72	83	33	.	.	PUNCT
absel-72	84	1	each	each	DET
absel-72	84	2	table	table	NOUN
absel-72	84	3	concludes	conclude	VERB
absel-72	84	4	with	with	ADP
absel-72	84	5	summary	summary	NOUN
absel-72	84	6	statistics	statistic	NOUN
absel-72	84	7	for	for	ADP
absel-72	84	8	actual	actual	ADJ
absel-72	84	9	mean	mean	NOUN
absel-72	84	10	,	,	PUNCT
absel-72	84	11	predicted	predict	VERB
absel-72	84	12	mean	mean	ADJ
absel-72	84	13	,	,	PUNCT
absel-72	84	14	their	their	PRON
absel-72	84	15	respective	respective	ADJ
absel-72	84	16	sample	sample	NOUN
absel-72	84	17	standard	standard	ADJ
absel-72	84	18	deviations	deviation	NOUN
absel-72	84	19	,	,	PUNCT
absel-72	84	20	and	and	CCONJ
absel-72	84	21	a	a	DET
absel-72	84	22	mean	mean	ADJ
absel-72	84	23	average	average	ADJ
absel-72	84	24	deviation	deviation	NOUN
absel-72	84	25	.	.	PUNCT
absel-72	85	1	model	model	NOUN
absel-72	85	2	2	2	NUM
absel-72	85	3	appears	appear	VERB
absel-72	85	4	to	to	PART
absel-72	85	5	be	be	AUX
absel-72	85	6	a	a	DET
absel-72	85	7	better	well	ADJ
absel-72	85	8	predictor	predictor	NOUN
absel-72	85	9	using	use	VERB
absel-72	85	10	this	this	DET
absel-72	85	11	short	short	ADJ
absel-72	85	12	term	term	NOUN
absel-72	85	13	data	datum	NOUN
absel-72	85	14	set	set	VERB
absel-72	85	15	.	.	PUNCT
absel-72	86	1	while	while	SCONJ
absel-72	86	2	the	the	DET
absel-72	86	3	90	90	NUM
absel-72	86	4	day	day	NOUN
absel-72	86	5	mean	mean	NOUN
absel-72	86	6	was	be	AUX
absel-72	86	7	price	price	NOUN
absel-72	86	8	was	be	AUX
absel-72	86	9	$	$	SYM
absel-72	86	10	1.298	1.298	NUM
absel-72	86	11	,	,	PUNCT
absel-72	86	12	the	the	DET
absel-72	86	13	average	average	ADJ
absel-72	86	14	price	price	NOUN
absel-72	86	15	predicted	predict	VERB
absel-72	86	16	by	by	ADP
absel-72	86	17	model	model	NOUN
absel-72	86	18	1	1	NUM
absel-72	86	19	’s	’s	PART
absel-72	86	20	price	price	NOUN
absel-72	86	21	path	path	NOUN
absel-72	86	22	is	be	AUX
absel-72	86	23	only	only	ADV
absel-72	86	24	$	$	SYM
absel-72	86	25	1.175	1.175	NUM
absel-72	86	26	compared	compare	VERB
absel-72	86	27	to	to	ADP
absel-72	86	28	model	model	VERB
absel-72	86	29	2	2	NUM
absel-72	86	30	’s	’s	PART
absel-72	86	31	$	$	SYM
absel-72	86	32	1.293	1.293	NUM
absel-72	86	33	.	.	PUNCT
absel-72	87	1	models	model	NOUN
absel-72	87	2	2	2	NUM
absel-72	87	3	’s	’s	PART
absel-72	87	4	mean	mean	ADJ
absel-72	87	5	average	average	ADJ
absel-72	87	6	deviation	deviation	NOUN
absel-72	87	7	was	be	AUX
absel-72	87	8	also	also	ADV
absel-72	87	9	closer	close	ADJ
absel-72	87	10	to	to	ADP
absel-72	87	11	0	0	NUM
absel-72	87	12	(	(	PUNCT
absel-72	87	13	.0047	.0047	PROPN
absel-72	87	14	vs.	vs.	X
absel-72	87	15	.123	.123	NUM
absel-72	87	16	)	)	PUNCT
absel-72	87	17	which	which	PRON
absel-72	87	18	is	be	AUX
absel-72	87	19	the	the	DET
absel-72	87	20	expected	expect	VERB
absel-72	87	21	mad	mad	ADJ
absel-72	87	22	for	for	ADP
absel-72	87	23	an	an	DET
absel-72	87	24	unbiased	unbiased	ADJ
absel-72	87	25	model	model	NOUN
absel-72	87	26	.	.	PUNCT
absel-72	88	1	a	a	DET
absel-72	88	2	useful	useful	ADJ
absel-72	88	3	and	and	CCONJ
absel-72	88	4	often	often	ADV
absel-72	88	5	insightful	insightful	ADJ
absel-72	88	6	evaluation	evaluation	NOUN
absel-72	88	7	of	of	ADP
absel-72	88	8	a	a	DET
absel-72	88	9	model	model	NOUN
absel-72	88	10	is	be	AUX
absel-72	88	11	a	a	DET
absel-72	88	12	visual	visual	ADJ
absel-72	88	13	inspection	inspection	NOUN
absel-72	88	14	.	.	PUNCT
absel-72	89	1	again	again	ADV
absel-72	89	2	,	,	PUNCT
absel-72	89	3	turning	turn	VERB
absel-72	89	4	to	to	PART
absel-72	89	5	appendix	appendix	VERB
absel-72	89	6	3	3	NUM
absel-72	89	7	a	a	DET
absel-72	89	8	plot	plot	NOUN
absel-72	89	9	of	of	ADP
absel-72	89	10	predicted	predict	VERB
absel-72	89	11	vs.	vs.	ADP
absel-72	89	12	actual	actual	ADJ
absel-72	89	13	spot	spot	NOUN
absel-72	89	14	prices	price	NOUN
absel-72	89	15	over	over	ADP
absel-72	89	16	the	the	DET
absel-72	89	17	model	model	NOUN
absel-72	89	18	period	period	NOUN
absel-72	89	19	shows	shows	AUX
absel-72	89	20	model	model	NOUN
absel-72	89	21	2	2	NUM
absel-72	89	22	tracks	track	VERB
absel-72	89	23	the	the	DET
absel-72	89	24	price	price	NOUN
absel-72	89	25	path	path	NOUN
absel-72	89	26	better	well	ADV
absel-72	89	27	than	than	ADP
absel-72	89	28	model	model	NOUN
absel-72	89	29	1	1	NUM
absel-72	89	30	.	.	PUNCT
absel-72	90	1	the	the	DET
absel-72	90	2	scatter	scatter	NOUN
absel-72	90	3	plots	plot	NOUN
absel-72	90	4	of	of	ADP
absel-72	90	5	error	error	NOUN
absel-72	90	6	terms	term	NOUN
absel-72	90	7	appear	appear	VERB
absel-72	90	8	to	to	PART
absel-72	90	9	indicate	indicate	VERB
absel-72	90	10	a	a	DET
absel-72	90	11	system	system	NOUN
absel-72	90	12	bias	bias	NOUN
absel-72	90	13	for	for	ADP
absel-72	90	14	model	model	NOUN
absel-72	90	15	1	1	NUM
absel-72	90	16	whereas	whereas	SCONJ
absel-72	90	17	model	model	NOUN
absel-72	90	18	2	2	NUM
absel-72	90	19	seems	seem	VERB
absel-72	90	20	to	to	PART
absel-72	90	21	be	be	AUX
absel-72	90	22	closer	close	ADJ
absel-72	90	23	to	to	ADP
absel-72	90	24	the	the	DET
absel-72	90	25	ideal	ideal	ADJ
absel-72	90	26	pattern	pattern	NOUN
absel-72	90	27	of	of	ADP
absel-72	90	28	randomness	randomness	NOUN
absel-72	90	29	.	.	PUNCT
absel-72	91	1	based	base	VERB
absel-72	91	2	on	on	ADP
absel-72	91	3	the	the	DET
absel-72	91	4	summary	summary	NOUN
absel-72	91	5	statistics	statistic	NOUN
absel-72	91	6	cited	cite	VERB
absel-72	91	7	above	above	ADV
absel-72	91	8	and	and	CCONJ
absel-72	91	9	the	the	DET
absel-72	91	10	derived	derive	VERB
absel-72	91	11	scatter	scatter	NOUN
absel-72	91	12	plots	plot	NOUN
absel-72	91	13	of	of	ADP
absel-72	91	14	model	model	NOUN
absel-72	91	15	1	1	NUM
absel-72	91	16	and	and	CCONJ
absel-72	91	17	2	2	NUM
absel-72	91	18	’s	’s	PART
absel-72	91	19	respective	respective	ADJ
absel-72	91	20	performance	performance	NOUN
absel-72	91	21	,	,	PUNCT
absel-72	91	22	model	model	NOUN
absel-72	91	23	2	2	NUM
absel-72	91	24	was	be	AUX
absel-72	91	25	selected	select	VERB
absel-72	91	26	as	as	ADP
absel-72	91	27	the	the	DET
absel-72	91	28	engine	engine	NOUN
absel-72	91	29	for	for	ADP
absel-72	91	30	the	the	DET
absel-72	91	31	simulation	simulation	NOUN
absel-72	91	32	.	.	PUNCT
absel-72	92	1	the	the	DET
absel-72	92	2	simulation	simulation	NOUN
absel-72	92	3	–	–	PUNCT
absel-72	92	4	overview	overview	VERB
absel-72	92	5	the	the	DET
absel-72	92	6	story	story	NOUN
absel-72	92	7	:	:	PUNCT
absel-72	92	8	a	a	DET
absel-72	92	9	simulated	simulated	ADJ
absel-72	92	10	firm	firm	NOUN
absel-72	92	11	,	,	PUNCT
absel-72	92	12	“	"	PUNCT
absel-72	92	13	propaneco	propaneco	PROPN
absel-72	92	14	”	"	PUNCT
absel-72	92	15	is	be	AUX
absel-72	92	16	a	a	DET
absel-72	92	17	distributer	distributer	NOUN
absel-72	92	18	of	of	ADP
absel-72	92	19	propane	propane	NOUN
absel-72	92	20	fuel	fuel	NOUN
absel-72	92	21	to	to	ADP
absel-72	92	22	residential	residential	ADJ
absel-72	92	23	and	and	CCONJ
absel-72	92	24	commercial	commercial	ADJ
absel-72	92	25	markets	market	NOUN
absel-72	92	26	.	.	PUNCT
absel-72	93	1	in	in	ADP
absel-72	93	2	6	6	NUM
absel-72	93	3	months	month	NOUN
absel-72	93	4	they	they	PRON
absel-72	93	5	will	will	AUX
absel-72	93	6	need	need	VERB
absel-72	93	7	to	to	PART
absel-72	93	8	take	take	VERB
absel-72	93	9	delivery	delivery	NOUN
absel-72	93	10	of	of	ADP
absel-72	93	11	enough	enough	ADJ
absel-72	93	12	of	of	ADP
absel-72	93	13	the	the	DET
absel-72	93	14	commodity	commodity	NOUN
absel-72	93	15	to	to	PART
absel-72	93	16	meet	meet	VERB
absel-72	93	17	customer	customer	NOUN
absel-72	93	18	demand	demand	NOUN
absel-72	93	19	.	.	PUNCT
absel-72	94	1	they	they	PRON
absel-72	94	2	face	face	VERB
absel-72	94	3	the	the	DET
absel-72	94	4	option	option	NOUN
absel-72	94	5	of	of	ADP
absel-72	94	6	buying	buy	VERB
absel-72	94	7	the	the	DET
absel-72	94	8	propane	propane	NOUN
absel-72	94	9	as	as	SCONJ
absel-72	94	10	needed	need	VERB
absel-72	94	11	on	on	ADP
absel-72	94	12	the	the	DET
absel-72	94	13	spot	spot	NOUN
absel-72	94	14	market	market	NOUN
absel-72	94	15	,	,	PUNCT
absel-72	94	16	entering	enter	VERB
absel-72	94	17	into	into	ADP
absel-72	94	18	a	a	DET
absel-72	94	19	forward	forward	ADJ
absel-72	94	20	contract	contract	NOUN
absel-72	94	21	to	to	PART
absel-72	94	22	purchase	purchase	VERB
absel-72	94	23	the	the	DET
absel-72	94	24	commodity	commodity	NOUN
absel-72	94	25	,	,	PUNCT
absel-72	94	26	or	or	CCONJ
absel-72	94	27	some	some	DET
absel-72	94	28	combination	combination	NOUN
absel-72	94	29	of	of	ADP
absel-72	94	30	both	both	PRON
absel-72	94	31	.	.	PUNCT
absel-72	95	1	data	datum	NOUN
absel-72	95	2	sources	source	NOUN
absel-72	95	3	:	:	PUNCT
absel-72	95	4	using	use	VERB
absel-72	95	5	historical	historical	ADJ
absel-72	95	6	demand	demand	NOUN
absel-72	95	7	,	,	PUNCT
absel-72	95	8	price	price	NOUN
absel-72	95	9	,	,	PUNCT
absel-72	95	10	and	and	CCONJ
absel-72	95	11	interest	interest	NOUN
absel-72	95	12	rate	rate	NOUN
absel-72	95	13	data	datum	NOUN
absel-72	95	14	a	a	DET
absel-72	95	15	probability	probability	NOUN
absel-72	95	16	distribution	distribution	NOUN
absel-72	95	17	of	of	ADP
absel-72	95	18	demand	demand	NOUN
absel-72	95	19	will	will	AUX
absel-72	95	20	be	be	AUX
absel-72	95	21	developed	develop	VERB
absel-72	95	22	with	with	ADP
absel-72	95	23	a	a	DET
absel-72	95	24	mean	mean	NOUN
absel-72	95	25	of	of	ADP
absel-72	95	26	1,000,000	1,000,000	NUM
absel-72	95	27	gallons	gallon	NOUN
absel-72	95	28	and	and	CCONJ
absel-72	95	29	variability	variability	NOUN
absel-72	95	30	modeled	model	VERB
absel-72	95	31	as	as	ADP
absel-72	95	32	a	a	DET
absel-72	95	33	function	function	NOUN
absel-72	95	34	of	of	ADP
absel-72	95	35	the	the	DET
absel-72	95	36	actual	actual	ADJ
absel-72	95	37	variance	variance	NOUN
absel-72	95	38	.	.	PUNCT
absel-72	96	1	spot	spot	NOUN
absel-72	96	2	and	and	CCONJ
absel-72	96	3	forward	forward	ADJ
absel-72	96	4	prices	price	NOUN
absel-72	96	5	over	over	ADP
absel-72	96	6	the	the	DET
absel-72	96	7	course	course	NOUN
absel-72	96	8	of	of	ADP
absel-72	96	9	the	the	DET
absel-72	96	10	simulation	simulation	NOUN
absel-72	96	11	will	will	AUX
absel-72	96	12	be	be	AUX
absel-72	96	13	determined	determine	VERB
absel-72	96	14	using	use	VERB
absel-72	96	15	a	a	DET
absel-72	96	16	monte	monte	PROPN
absel-72	96	17	carlo	carlo	NOUN
absel-72	96	18	process	process	NOUN
absel-72	96	19	derived	derive	VERB
absel-72	96	20	from	from	ADP
absel-72	96	21	actual	actual	ADJ
absel-72	96	22	price	price	NOUN
absel-72	96	23	data	datum	NOUN
absel-72	96	24	over	over	ADP
absel-72	96	25	the	the	DET
absel-72	96	26	past	past	ADJ
absel-72	96	27	1	1	NUM
absel-72	96	28	year	year	NOUN
absel-72	96	29	or	or	CCONJ
absel-72	96	30	252	252	NUM
absel-72	96	31	trading	trading	NOUN
absel-72	96	32	days	day	NOUN
absel-72	96	33	.	.	PUNCT
absel-72	97	1	spot	spot	NOUN
absel-72	97	2	prices	price	NOUN
absel-72	97	3	and	and	CCONJ
absel-72	97	4	daily	daily	ADJ
absel-72	97	5	variability	variability	NOUN
absel-72	97	6	are	be	AUX
absel-72	97	7	displayed	display	VERB
absel-72	97	8	in	in	ADP
absel-72	97	9	figure	figure	NOUN
absel-72	97	10	2	2	NUM
absel-72	97	11	.	.	PUNCT
absel-72	97	12	decision	decision	NOUN
absel-72	97	13	points	point	NOUN
absel-72	97	14	:	:	PUNCT
absel-72	97	15	at	at	ADP
absel-72	97	16	t-6	t-6	NOUN
absel-72	97	17	(	(	PUNCT
absel-72	97	18	6	6	NUM
absel-72	97	19	months	month	NOUN
absel-72	97	20	before	before	ADP
absel-72	97	21	delivery	delivery	NOUN
absel-72	97	22	)	)	PUNCT
absel-72	98	1	the	the	DET
absel-72	98	2	players	player	NOUN
absel-72	98	3	will	will	AUX
absel-72	98	4	make	make	VERB
absel-72	98	5	a	a	DET
absel-72	98	6	demand	demand	NOUN
absel-72	98	7	estimate	estimate	NOUN
absel-72	98	8	.	.	PUNCT
absel-72	99	1	figure	figure	NOUN
absel-72	99	2	2	2	NUM
absel-72	99	3	spot	spot	NOUN
absel-72	99	4	prices	price	NOUN
absel-72	99	5	and	and	CCONJ
absel-72	99	6	daily	daily	ADJ
absel-72	99	7	variability	variability	NOUN
absel-72	99	8	page	page	NOUN
absel-72	99	9	95	95	NUM
absel-72	99	10	developments	development	NOUN
absel-72	99	11	in	in	ADP
absel-72	99	12	business	business	NOUN
absel-72	99	13	simulation	simulation	NOUN
absel-72	99	14	and	and	CCONJ
absel-72	99	15	experiential	experiential	ADJ
absel-72	99	16	learning	learning	NOUN
absel-72	99	17	,	,	PUNCT
absel-72	99	18	volume	volume	NOUN
absel-72	99	19	39	39	NUM
absel-72	99	20	,	,	PUNCT
absel-72	99	21	2012	2012	NUM
absel-72	99	22	at	at	ADP
absel-72	99	23	t-6	t-6	NOUN
absel-72	99	24	the	the	DET
absel-72	99	25	players	player	NOUN
absel-72	99	26	will	will	AUX
absel-72	99	27	have	have	VERB
absel-72	99	28	an	an	DET
absel-72	99	29	opportunity	opportunity	NOUN
absel-72	99	30	to	to	PART
absel-72	99	31	accept	accept	VERB
absel-72	99	32	or	or	CCONJ
absel-72	99	33	not	not	PART
absel-72	99	34	accept	accept	VERB
absel-72	99	35	a	a	DET
absel-72	99	36	forward	forward	ADJ
absel-72	99	37	contract	contract	NOUN
absel-72	99	38	for	for	SCONJ
absel-72	99	39	x	x	NOUN
absel-72	99	40	gallons	gallon	NOUN
absel-72	99	41	at	at	ADP
absel-72	99	42	a	a	DET
absel-72	99	43	price	price	NOUN
absel-72	99	44	to	to	PART
absel-72	99	45	be	be	AUX
absel-72	99	46	determined	determine	VERB
absel-72	99	47	using	use	VERB
absel-72	99	48	a	a	DET
absel-72	99	49	monte	monte	PROPN
absel-72	99	50	carlo	carlo	NOUN
absel-72	99	51	simulated	simulate	VERB
absel-72	99	52	future	future	ADJ
absel-72	99	53	price	price	NOUN
absel-72	99	54	.	.	PUNCT
absel-72	100	1	their	their	PRON
absel-72	100	2	decisions	decision	NOUN
absel-72	100	3	will	will	AUX
absel-72	100	4	range	range	VERB
absel-72	100	5	from	from	ADP
absel-72	100	6	contracting	contract	VERB
absel-72	100	7	for	for	ADP
absel-72	100	8	enough	enough	ADJ
absel-72	100	9	to	to	PART
absel-72	100	10	cover	cover	VERB
absel-72	100	11	expected	expect	VERB
absel-72	100	12	demand	demand	NOUN
absel-72	100	13	to	to	ADP
absel-72	100	14	rejecting	reject	VERB
absel-72	100	15	the	the	DET
absel-72	100	16	offer	offer	NOUN
absel-72	100	17	.	.	PUNCT
absel-72	101	1	if	if	SCONJ
absel-72	101	2	rejected	reject	VERB
absel-72	101	3	,	,	PUNCT
absel-72	101	4	they	they	PRON
absel-72	101	5	can	can	AUX
absel-72	101	6	make	make	VERB
absel-72	101	7	a	a	DET
absel-72	101	8	contract	contract	NOUN
absel-72	101	9	at	at	ADP
absel-72	101	10	t-5	t-5	PROPN
absel-72	101	11	,	,	PUNCT
absel-72	101	12	t-4	t-4	NOUN
absel-72	101	13	,	,	PUNCT
absel-72	101	14	or	or	CCONJ
absel-72	101	15	settle	settle	VERB
absel-72	101	16	at	at	ADP
absel-72	101	17	t0	t0	PROPN
absel-72	101	18	at	at	ADP
absel-72	101	19	the	the	DET
absel-72	101	20	spot	spot	NOUN
absel-72	101	21	price	price	NOUN
absel-72	101	22	.	.	PUNCT
absel-72	102	1	of	of	ADP
absel-72	102	2	course	course	NOUN
absel-72	102	3	,	,	PUNCT
absel-72	102	4	the	the	DET
absel-72	102	5	players	player	NOUN
absel-72	102	6	will	will	AUX
absel-72	102	7	not	not	PART
absel-72	102	8	know	know	VERB
absel-72	102	9	at	at	ADP
absel-72	102	10	this	this	DET
absel-72	102	11	point	point	NOUN
absel-72	102	12	what	what	PRON
absel-72	102	13	the	the	DET
absel-72	102	14	forward	forward	ADJ
absel-72	102	15	price	price	NOUN
absel-72	102	16	will	will	AUX
absel-72	102	17	be	be	AUX
absel-72	102	18	at	at	ADP
absel-72	102	19	t-5	t-5	NOUN
absel-72	102	20	,	,	PUNCT
absel-72	102	21	t-4	t-4	NOUN
absel-72	102	22	,	,	PUNCT
absel-72	102	23	or	or	CCONJ
absel-72	102	24	the	the	DET
absel-72	102	25	spot	spot	NOUN
absel-72	102	26	price	price	NOUN
absel-72	102	27	at	at	ADP
absel-72	102	28	t0	t0	PROPN
absel-72	102	29	at	at	ADP
absel-72	102	30	t-5	t-5	PROPN
absel-72	102	31	,	,	PUNCT
absel-72	102	32	they	they	PRON
absel-72	102	33	face	face	VERB
absel-72	102	34	the	the	DET
absel-72	102	35	same	same	ADJ
absel-72	102	36	choice	choice	NOUN
absel-72	102	37	as	as	ADP
absel-72	102	38	above	above	ADV
absel-72	102	39	–	–	PUNCT
absel-72	102	40	but	but	CCONJ
absel-72	102	41	only	only	ADV
absel-72	102	42	can	can	AUX
absel-72	102	43	defer	defer	VERB
absel-72	102	44	to	to	ADP
absel-72	102	45	period	period	NOUN
absel-72	102	46	t-4	t-4	NOUN
absel-72	102	47	.	.	PUNCT
absel-72	103	1	at	at	ADP
absel-72	103	2	t-4	t-4	NOUN
absel-72	103	3	,	,	PUNCT
absel-72	103	4	they	they	PRON
absel-72	103	5	again	again	ADV
absel-72	103	6	have	have	VERB
absel-72	103	7	a	a	DET
absel-72	103	8	similar	similar	ADJ
absel-72	103	9	decision	decision	NOUN
absel-72	103	10	,	,	PUNCT
absel-72	103	11	but	but	CCONJ
absel-72	103	12	if	if	SCONJ
absel-72	103	13	the	the	DET
absel-72	103	14	forward	forward	ADJ
absel-72	103	15	contract	contract	NOUN
absel-72	103	16	is	be	AUX
absel-72	103	17	not	not	PART
absel-72	103	18	accepted	accept	VERB
absel-72	103	19	,	,	PUNCT
absel-72	103	20	they	they	PRON
absel-72	103	21	will	will	AUX
absel-72	103	22	need	need	VERB
absel-72	103	23	to	to	PART
absel-72	103	24	buy	buy	VERB
absel-72	103	25	at	at	ADP
absel-72	103	26	the	the	DET
absel-72	103	27	spot	spot	NOUN
absel-72	103	28	price	price	NOUN
absel-72	103	29	at	at	ADP
absel-72	103	30	t0	t0	NOUN
absel-72	103	31	.	.	PUNCT
absel-72	104	1	results	result	NOUN
absel-72	104	2	:	:	PUNCT
absel-72	104	3	at	at	ADP
absel-72	104	4	the	the	DET
absel-72	104	5	delivery	delivery	NOUN
absel-72	104	6	date	date	NOUN
absel-72	104	7	(	(	PUNCT
absel-72	104	8	t0	t0	NOUN
absel-72	104	9	)	)	PUNCT
absel-72	104	10	,	,	PUNCT
absel-72	104	11	a	a	DET
absel-72	104	12	simulated	simulate	VERB
absel-72	104	13	sales	sale	NOUN
absel-72	104	14	price	price	NOUN
absel-72	104	15	and	and	CCONJ
absel-72	104	16	“	"	PUNCT
absel-72	104	17	actual	actual	ADJ
absel-72	104	18	”	"	PUNCT
absel-72	104	19	demand	demand	NOUN
absel-72	104	20	will	will	AUX
absel-72	104	21	be	be	AUX
absel-72	104	22	generated	generate	VERB
absel-72	104	23	–	–	PUNCT
absel-72	104	24	again	again	ADV
absel-72	104	25	using	use	VERB
absel-72	104	26	a	a	DET
absel-72	104	27	monte	monte	PROPN
absel-72	104	28	carlo	carlo	NOUN
absel-72	104	29	process	process	NOUN
absel-72	104	30	as	as	SCONJ
absel-72	104	31	derived	derive	VERB
absel-72	104	32	from	from	ADP
absel-72	104	33	historical	historical	ADJ
absel-72	104	34	data	datum	NOUN
absel-72	104	35	.	.	PUNCT
absel-72	105	1	the	the	DET
absel-72	105	2	product	product	NOUN
absel-72	105	3	of	of	ADP
absel-72	105	4	“	"	PUNCT
absel-72	105	5	actual	actual	ADJ
absel-72	105	6	”	"	PUNCT
absel-72	105	7	price	price	NOUN
absel-72	105	8	times	time	NOUN
absel-72	105	9	“	"	PUNCT
absel-72	105	10	actual	actual	ADJ
absel-72	105	11	”	"	PUNCT
absel-72	105	12	demand	demand	NOUN
absel-72	105	13	will	will	AUX
absel-72	105	14	be	be	AUX
absel-72	105	15	used	use	VERB
absel-72	105	16	to	to	PART
absel-72	105	17	determine	determine	VERB
absel-72	105	18	sales	sale	NOUN
absel-72	105	19	revenue	revenue	NOUN
absel-72	105	20	.	.	PUNCT
absel-72	106	1	cost	cost	NOUN
absel-72	106	2	of	of	ADP
absel-72	106	3	goods	good	NOUN
absel-72	106	4	sold	sell	VERB
absel-72	106	5	will	will	AUX
absel-72	106	6	be	be	AUX
absel-72	106	7	calculated	calculate	VERB
absel-72	106	8	using	use	VERB
absel-72	106	9	the	the	DET
absel-72	106	10	input	input	NOUN
absel-72	106	11	prices	price	NOUN
absel-72	106	12	determined	determine	VERB
absel-72	106	13	by	by	ADP
absel-72	106	14	the	the	DET
absel-72	106	15	contracting	contracting	NOUN
absel-72	106	16	decisions	decision	NOUN
absel-72	106	17	described	describe	VERB
absel-72	106	18	above	above	ADV
absel-72	106	19	.	.	PUNCT
absel-72	107	1	if	if	SCONJ
absel-72	107	2	demand	demand	NOUN
absel-72	107	3	exceeds	exceed	VERB
absel-72	107	4	contracted	contract	VERB
absel-72	107	5	supply	supply	NOUN
absel-72	107	6	at	at	ADP
absel-72	107	7	t0	t0	NOUN
absel-72	107	8	the	the	DET
absel-72	107	9	excess	excess	NOUN
absel-72	107	10	will	will	AUX
absel-72	107	11	be	be	AUX
absel-72	107	12	filled	fill	VERB
absel-72	107	13	at	at	ADP
absel-72	107	14	the	the	DET
absel-72	107	15	t0	t0	PROPN
absel-72	107	16	spot	spot	NOUN
absel-72	107	17	price	price	NOUN
absel-72	107	18	.	.	PUNCT
absel-72	108	1	should	should	AUX
absel-72	108	2	demand	demand	VERB
absel-72	108	3	be	be	AUX
absel-72	108	4	less	less	ADJ
absel-72	108	5	than	than	ADP
absel-72	108	6	supply	supply	NOUN
absel-72	108	7	,	,	PUNCT
absel-72	108	8	the	the	DET
absel-72	108	9	firm	firm	NOUN
absel-72	108	10	will	will	AUX
absel-72	108	11	accept	accept	VERB
absel-72	108	12	delivery	delivery	NOUN
absel-72	108	13	and	and	CCONJ
absel-72	108	14	incur	incur	NOUN
absel-72	108	15	storage	storage	NOUN
absel-72	108	16	and	and	CCONJ
absel-72	108	17	holding	hold	VERB
absel-72	108	18	costs	cost	NOUN
absel-72	108	19	.	.	PUNCT
absel-72	109	1	expected	expect	VERB
absel-72	109	2	outcomes	outcome	NOUN
absel-72	109	3	:	:	PUNCT
absel-72	109	4	the	the	DET
absel-72	109	5	practice	practice	NOUN
absel-72	109	6	and	and	CCONJ
absel-72	109	7	consequences	consequence	NOUN
absel-72	109	8	of	of	ADP
absel-72	109	9	accurate	accurate	ADJ
absel-72	109	10	forecasting	forecasting	NOUN
absel-72	109	11	will	will	AUX
absel-72	109	12	be	be	AUX
absel-72	109	13	reinforced	reinforce	VERB
absel-72	109	14	.	.	PUNCT
absel-72	110	1	players	player	NOUN
absel-72	110	2	will	will	AUX
absel-72	110	3	better	well	ADV
absel-72	110	4	understand	understand	VERB
absel-72	110	5	the	the	DET
absel-72	110	6	mechanics	mechanic	NOUN
absel-72	110	7	of	of	ADP
absel-72	110	8	a	a	DET
absel-72	110	9	forward	forward	ADJ
absel-72	110	10	contract	contract	NOUN
absel-72	110	11	.	.	PUNCT
absel-72	111	1	using	use	VERB
absel-72	111	2	forward	forward	ADJ
absel-72	111	3	contracts	contract	NOUN
absel-72	111	4	(	(	PUNCT
absel-72	111	5	or	or	CCONJ
absel-72	111	6	other	other	ADJ
absel-72	111	7	derivative	derivative	ADJ
absel-72	111	8	instruments	instrument	NOUN
absel-72	111	9	for	for	ADP
absel-72	111	10	that	that	DET
absel-72	111	11	matter	matter	NOUN
absel-72	111	12	)	)	PUNCT
absel-72	111	13	need	need	AUX
absel-72	111	14	not	not	PART
absel-72	111	15	be	be	AUX
absel-72	111	16	a	a	DET
absel-72	111	17	speculative	speculative	ADJ
absel-72	111	18	activity	activity	NOUN
absel-72	111	19	but	but	CCONJ
absel-72	111	20	an	an	DET
absel-72	111	21	effective	effective	ADJ
absel-72	111	22	tool	tool	NOUN
absel-72	111	23	for	for	ADP
absel-72	111	24	managing	manage	VERB
absel-72	111	25	risk	risk	NOUN
absel-72	111	26	.	.	PUNCT
absel-72	112	1	players	player	NOUN
absel-72	112	2	will	will	AUX
absel-72	112	3	experience	experience	VERB
absel-72	112	4	the	the	DET
absel-72	112	5	sensitivity	sensitivity	NOUN
absel-72	112	6	of	of	ADP
absel-72	112	7	demand	demand	NOUN
absel-72	112	8	,	,	PUNCT
absel-72	112	9	pricing	pricing	NOUN
absel-72	112	10	,	,	PUNCT
absel-72	112	11	and	and	CCONJ
absel-72	112	12	input	input	NOUN
absel-72	112	13	costs	cost	NOUN
absel-72	112	14	on	on	ADP
absel-72	112	15	the	the	DET
absel-72	112	16	firm	firm	NOUN
absel-72	112	17	’s	’s	PART
absel-72	112	18	financial	financial	ADJ
absel-72	112	19	results	result	NOUN
absel-72	112	20	.	.	PUNCT
absel-72	113	1	the	the	DET
absel-72	113	2	simulation	simulation	NOUN
absel-72	113	3	–	–	PUNCT
absel-72	113	4	details	detail	VERB
absel-72	113	5	the	the	DET
absel-72	113	6	look	look	NOUN
absel-72	113	7	and	and	CCONJ
absel-72	113	8	feel	feel	VERB
absel-72	113	9	and	and	CCONJ
absel-72	113	10	navigation	navigation	NOUN
absel-72	113	11	for	for	ADP
absel-72	113	12	the	the	DET
absel-72	113	13	simulation	simulation	NOUN
absel-72	113	14	named	name	VERB
absel-72	113	15	play	play	VERB
absel-72	113	16	it	it	PRON
absel-72	113	17	forward	forward	ADV
absel-72	113	18	can	can	AUX
absel-72	113	19	be	be	AUX
absel-72	113	20	found	find	VERB
absel-72	113	21	as	as	ADP
absel-72	113	22	appendix	appendix	NOUN
absel-72	113	23	5	5	NUM
absel-72	113	24	.	.	PUNCT
absel-72	113	25	to	to	PART
absel-72	113	26	better	well	ADV
absel-72	113	27	understand	understand	VERB
absel-72	113	28	this	this	DET
absel-72	113	29	section	section	NOUN
absel-72	113	30	my	my	PRON
absel-72	113	31	recommendation	recommendation	NOUN
absel-72	113	32	is	be	AUX
absel-72	113	33	for	for	SCONJ
absel-72	113	34	the	the	DET
absel-72	113	35	reader	reader	NOUN
absel-72	113	36	to	to	PART
absel-72	113	37	view	view	VERB
absel-72	113	38	appendix	appendix	NOUN
absel-72	113	39	5	5	NUM
absel-72	113	40	,	,	PUNCT
absel-72	113	41	view	view	VERB
absel-72	113	42	the	the	DET
absel-72	113	43	powerpoint	powerpoint	NOUN
absel-72	113	44	named	name	VERB
absel-72	113	45	play	play	VERB
absel-72	113	46	it	it	PRON
absel-72	113	47	forward	forward	ADV
absel-72	113	48	,	,	PUNCT
absel-72	113	49	or	or	CCONJ
absel-72	113	50	better	well	ADJ
absel-72	113	51	yet	yet	ADV
absel-72	113	52	,	,	PUNCT
absel-72	113	53	experiment	experiment	NOUN
absel-72	113	54	with	with	ADP
absel-72	113	55	the	the	DET
absel-72	113	56	actual	actual	ADJ
absel-72	113	57	simulation	simulation	NOUN
absel-72	113	58	file	file	NOUN
absel-72	113	59	play	play	VERB
absel-72	113	60	it	it	PRON
absel-72	113	61	forward	forward	ADV
absel-72	113	62	.	.	PUNCT
absel-72	114	1	(	(	PUNCT
absel-72	114	2	available	available	ADJ
absel-72	114	3	from	from	ADP
absel-72	114	4	the	the	DET
absel-72	114	5	author	author	NOUN
absel-72	114	6	at	at	ADP
absel-72	114	7	craig.miller@normandale.edu	craig.miller@normandale.edu	PROPN
absel-72	114	8	)	)	PUNCT
absel-72	114	9	the	the	DET
absel-72	114	10	simulation	simulation	NOUN
absel-72	114	11	is	be	AUX
absel-72	114	12	based	base	VERB
absel-72	114	13	on	on	ADP
absel-72	114	14	an	an	DET
absel-72	114	15	excel	excel	NOUN
absel-72	114	16	platform	platform	NOUN
absel-72	114	17	and	and	CCONJ
absel-72	114	18	includes	include	VERB
absel-72	114	19	visual	visual	ADJ
absel-72	114	20	basic	basic	ADJ
absel-72	114	21	for	for	ADP
absel-72	114	22	applications	application	NOUN
absel-72	114	23	code	code	NOUN
absel-72	114	24	.	.	PUNCT
absel-72	115	1	for	for	ADP
absel-72	115	2	each	each	DET
absel-72	115	3	decision	decision	NOUN
absel-72	115	4	period	period	NOUN
absel-72	115	5	the	the	DET
absel-72	115	6	player	player	NOUN
absel-72	115	7	checks	check	VERB
absel-72	115	8	the	the	DET
absel-72	115	9	spot	spot	PROPN
absel-72	115	10	price	price	PROPN
absel-72	115	11	st	st	PROPN
absel-72	115	12	and	and	CCONJ
absel-72	115	13	the	the	DET
absel-72	115	14	simulation	simulation	NOUN
absel-72	115	15	will	will	AUX
absel-72	115	16	generate	generate	VERB
absel-72	115	17	a	a	DET
absel-72	115	18	price	price	NOUN
absel-72	115	19	using	use	VERB
absel-72	115	20	model	model	NOUN
absel-72	115	21	2	2	NUM
absel-72	115	22	(	(	PUNCT
absel-72	115	23	presented	present	VERB
absel-72	115	24	in	in	ADP
absel-72	115	25	the	the	DET
absel-72	115	26	methodology	methodology	NOUN
absel-72	115	27	section	section	NOUN
absel-72	115	28	)	)	PUNCT
absel-72	115	29	.	.	PUNCT
absel-72	116	1	because	because	SCONJ
absel-72	116	2	this	this	DET
absel-72	116	3	model	model	NOUN
absel-72	116	4	is	be	AUX
absel-72	116	5	a	a	DET
absel-72	116	6	stochastic	stochastic	ADJ
absel-72	116	7	process	process	NOUN
absel-72	116	8	,	,	PUNCT
absel-72	116	9	st	st	PROPN
absel-72	116	10	will	will	AUX
absel-72	116	11	be	be	AUX
absel-72	116	12	unknown	unknown	ADJ
absel-72	116	13	and	and	CCONJ
absel-72	116	14	vary	vary	VERB
absel-72	116	15	as	as	ADP
absel-72	116	16	a	a	DET
absel-72	116	17	function	function	NOUN
absel-72	116	18	of	of	ADP
absel-72	116	19	a	a	DET
absel-72	116	20	normal	normal	ADJ
absel-72	116	21	distribution	distribution	NOUN
absel-72	116	22	represented	represent	VERB
absel-72	116	23	by	by	ADP
absel-72	116	24	dz	dz	PROPN
absel-72	116	25	or	or	CCONJ
absel-72	116	26	n	n	PROPN
absel-72	116	27	*	*	PUNCT
absel-72	116	28	t^.5	t^.5	PROPN
absel-72	116	29	.	.	PUNCT
absel-72	117	1	the	the	DET
absel-72	117	2	assumed	assume	VERB
absel-72	117	3	forward	forward	ADJ
absel-72	117	4	price	price	NOUN
absel-72	117	5	,	,	PUNCT
absel-72	117	6	f0	f0	PROPN
absel-72	117	7	,	,	PUNCT
absel-72	117	8	will	will	AUX
absel-72	117	9	be	be	AUX
absel-72	117	10	computed	compute	VERB
absel-72	117	11	as	as	ADP
absel-72	117	12	ste	ste	PROPN
absel-72	117	13	r	r	PROPN
absel-72	117	14	t	t	PROPN
absel-72	117	15	and	and	CCONJ
absel-72	117	16	will	will	AUX
absel-72	117	17	converge	converge	VERB
absel-72	117	18	to	to	ADP
absel-72	117	19	the	the	DET
absel-72	117	20	spot	spot	NOUN
absel-72	117	21	price	price	NOUN
absel-72	117	22	as	as	SCONJ
absel-72	117	23	time	time	NOUN
absel-72	117	24	approaches	approach	VERB
absel-72	117	25	the	the	DET
absel-72	117	26	contract	contract	NOUN
absel-72	117	27	settlement	settlement	NOUN
absel-72	117	28	date	date	NOUN
absel-72	117	29	.	.	PUNCT
absel-72	118	1	the	the	DET
absel-72	118	2	assigned	assign	VERB
absel-72	118	3	value	value	NOUN
absel-72	118	4	of	of	ADP
absel-72	118	5	r	r	NOUN
absel-72	118	6	is	be	AUX
absel-72	118	7	6	6	NUM
absel-72	118	8	%	%	NOUN
absel-72	118	9	based	base	VERB
absel-72	118	10	on	on	ADP
absel-72	118	11	the	the	DET
absel-72	118	12	reported	report	VERB
absel-72	118	13	short	short	ADJ
absel-72	118	14	term	term	NOUN
absel-72	118	15	borrowing	borrowing	NOUN
absel-72	118	16	rate	rate	NOUN
absel-72	118	17	of	of	ADP
absel-72	118	18	the	the	DET
absel-72	118	19	client	client	NOUN
absel-72	118	20	firm	firm	NOUN
absel-72	118	21	.	.	PUNCT
absel-72	119	1	in	in	ADP
absel-72	119	2	addition	addition	NOUN
absel-72	119	3	,	,	PUNCT
absel-72	119	4	the	the	DET
absel-72	119	5	transaction	transaction	NOUN
absel-72	119	6	cost	cost	NOUN
absel-72	119	7	of	of	ADP
absel-72	119	8	the	the	DET
absel-72	119	9	forward	forward	ADJ
absel-72	119	10	contract	contract	NOUN
absel-72	119	11	was	be	AUX
absel-72	119	12	reported	report	VERB
absel-72	119	13	by	by	ADP
absel-72	119	14	the	the	DET
absel-72	119	15	client	client	NOUN
absel-72	119	16	firm	firm	NOUN
absel-72	119	17	as	as	ADP
absel-72	119	18	low	low	ADJ
absel-72	119	19	–	–	PUNCT
absel-72	119	20	estimated	estimate	VERB
absel-72	119	21	at	at	ADP
absel-72	119	22	about	about	ADV
absel-72	119	23	2	2	NUM
absel-72	119	24	cents	cent	NOUN
absel-72	119	25	per	per	ADP
absel-72	119	26	gallon	gallon	NOUN
absel-72	119	27	.	.	PUNCT
absel-72	120	1	the	the	DET
absel-72	120	2	expected	expect	VERB
absel-72	120	3	value	value	NOUN
absel-72	120	4	of	of	ADP
absel-72	120	5	a	a	DET
absel-72	120	6	spot	spot	NOUN
absel-72	120	7	price	price	NOUN
absel-72	120	8	at	at	ADP
absel-72	120	9	t0	t0	PROPN
absel-72	120	10	(	(	PUNCT
absel-72	120	11	six	six	NUM
absel-72	120	12	months	month	NOUN
absel-72	120	13	hence	hence	ADV
absel-72	120	14	)	)	PUNCT
absel-72	120	15	equals	equal	VERB
absel-72	120	16	the	the	DET
absel-72	120	17	current	current	ADJ
absel-72	120	18	spot	spot	NOUN
absel-72	120	19	price	price	NOUN
absel-72	120	20	plus	plus	CCONJ
absel-72	120	21	the	the	DET
absel-72	120	22	expected	expect	VERB
absel-72	120	23	drift	drift	NOUN
absel-72	120	24	over	over	ADP
absel-72	120	25	the	the	DET
absel-72	120	26	contract	contract	NOUN
absel-72	120	27	period	period	NOUN
absel-72	120	28	.	.	PUNCT
absel-72	121	1	the	the	DET
absel-72	121	2	annual	annual	ADJ
absel-72	121	3	drift	drift	NOUN
absel-72	121	4	using	use	VERB
absel-72	121	5	model	model	NOUN
absel-72	121	6	2	2	NUM
absel-72	121	7	has	have	AUX
absel-72	121	8	been	be	AUX
absel-72	121	9	calculated	calculate	VERB
absel-72	121	10	to	to	PART
absel-72	121	11	be	be	AUX
absel-72	121	12	.10339	.10339	ADJ
absel-72	121	13	which	which	PRON
absel-72	121	14	makes	make	VERB
absel-72	121	15	the	the	DET
absel-72	121	16	expected	expect	VERB
absel-72	121	17	spot	spot	NOUN
absel-72	121	18	price	price	NOUN
absel-72	121	19	at	at	ADP
absel-72	121	20	t0	t0	NOUN
absel-72	121	21	=	=	SYM
absel-72	122	1	(	(	PUNCT
absel-72	122	2	1	1	NUM
absel-72	122	3	+	+	CCONJ
absel-72	122	4	(	(	PUNCT
absel-72	122	5	.10339/2	.10339/2	NOUN
absel-72	122	6	)	)	PUNCT
absel-72	122	7	=	=	PUNCT
absel-72	122	8	$	$	SYM
absel-72	122	9	1.3672	1.3672	NUM
absel-72	122	10	.	.	PUNCT
absel-72	123	1	from	from	ADP
absel-72	123	2	this	this	DET
absel-72	123	3	information	information	NOUN
absel-72	123	4	,	,	PUNCT
absel-72	123	5	i	i	PRON
absel-72	123	6	am	be	AUX
absel-72	123	7	recommending	recommend	VERB
absel-72	123	8	hedging	hedge	VERB
absel-72	123	9	with	with	ADP
absel-72	123	10	a	a	DET
absel-72	123	11	forward	forward	ADJ
absel-72	123	12	contract	contract	NOUN
absel-72	123	13	if	if	SCONJ
absel-72	123	14	fot	fot	VERB
absel-72	123	15	<	<	X
absel-72	123	16	$	$	SYM
absel-72	123	17	1.3672	1.3672	NUM
absel-72	123	18	.	.	PUNCT
absel-72	124	1	using	use	VERB
absel-72	124	2	the	the	DET
absel-72	124	3	optimal	optimal	ADJ
absel-72	124	4	hedge	hedge	NOUN
absel-72	124	5	formula	formula	NOUN
absel-72	124	6	from	from	ADP
absel-72	124	7	financial	financial	ADJ
absel-72	124	8	theory	theory	NOUN
absel-72	124	9	(	(	PUNCT
absel-72	124	10	h	h	NOUN
absel-72	124	11	*	*	PUNCT
absel-72	124	12	=	=	SYM
absel-72	124	13	(	(	PUNCT
absel-72	124	14	actual	actual	ADJ
absel-72	124	15	/	/	SYM
absel-72	124	16	predict	predict	NOUN
absel-72	124	17	)	)	PUNCT
absel-72	124	18	*	*	PUNCT
absel-72	125	1			NOUN
absel-72	125	2	)	)	PUNCT
absel-72	125	3	,	,	PUNCT
absel-72	125	4	the	the	DET
absel-72	125	5	recommended	recommend	VERB
absel-72	125	6	hedge	hedge	NOUN
absel-72	125	7	ratio	ratio	NOUN
absel-72	125	8	is	be	AUX
absel-72	125	9	.82	.82	NUM
absel-72	125	10	(	(	PUNCT
absel-72	125	11	from	from	ADP
absel-72	125	12	(	(	PUNCT
absel-72	125	13	.0475	.0475	NUM
absel-72	125	14	/	/	SYM
absel-72	125	15	.0473	.0473	PROPN
absel-72	125	16	)	)	PUNCT
absel-72	125	17	*	*	PUNCT
absel-72	126	1	.81	.81	NUM
absel-72	126	2	.	.	PUNCT
absel-72	126	3	)	)	PUNCT
absel-72	127	1	the	the	DET
absel-72	127	2	standard	standard	ADJ
absel-72	127	3	deviations	deviation	NOUN
absel-72	127	4	and	and	CCONJ
absel-72	127	5	correlation	correlation	NOUN
absel-72	127	6	coefficient	coefficient	NOUN
absel-72	127	7	for	for	ADP
absel-72	127	8	model	model	NOUN
absel-72	127	9	2	2	NUM
absel-72	127	10	data	datum	NOUN
absel-72	127	11	is	be	AUX
absel-72	127	12	derived	derive	VERB
absel-72	127	13	and	and	CCONJ
absel-72	127	14	presented	present	VERB
absel-72	127	15	in	in	ADP
absel-72	127	16	appendix	appendix	NOUN
absel-72	127	17	3	3	NUM
absel-72	127	18	.	.	PUNCT
absel-72	128	1	after	after	SCONJ
absel-72	128	2	the	the	DET
absel-72	128	3	player	player	NOUN
absel-72	128	4	has	have	AUX
absel-72	128	5	made	make	VERB
absel-72	128	6	their	their	PRON
absel-72	128	7	hedging	hedging	NOUN
absel-72	128	8	decisions	decision	NOUN
absel-72	128	9	at	at	ADP
absel-72	128	10	t-6	t-6	NOUN
absel-72	128	11	,	,	PUNCT
absel-72	128	12	t-5	t-5	VERB
absel-72	128	13	,	,	PUNCT
absel-72	128	14	and	and	CCONJ
absel-72	128	15	t-4	t-4	NOUN
absel-72	128	16	,	,	PUNCT
absel-72	128	17	they	they	PRON
absel-72	128	18	game	game	NOUN
absel-72	128	19	concludes	conclude	VERB
absel-72	128	20	by	by	ADP
absel-72	128	21	clicking	click	VERB
absel-72	128	22	the	the	DET
absel-72	128	23	results	result	NOUN
absel-72	128	24	button	button	NOUN
absel-72	128	25	.	.	PUNCT
absel-72	129	1	a	a	DET
absel-72	129	2	spot	spot	NOUN
absel-72	129	3	price	price	NOUN
absel-72	129	4	for	for	ADP
absel-72	129	5	t0	t0	PROPN
absel-72	129	6	is	be	AUX
absel-72	129	7	derived	derive	VERB
absel-72	129	8	from	from	ADP
absel-72	129	9	the	the	DET
absel-72	129	10	simulation	simulation	NOUN
absel-72	129	11	model	model	NOUN
absel-72	129	12	as	as	ADV
absel-72	129	13	well	well	ADV
absel-72	129	14	as	as	ADP
absel-72	129	15	actual	actual	ADJ
absel-72	129	16	demand	demand	NOUN
absel-72	129	17	.	.	PUNCT
absel-72	130	1	demand	demand	NOUN
absel-72	130	2	is	be	AUX
absel-72	130	3	derived	derive	VERB
absel-72	130	4	in	in	ADP
absel-72	130	5	the	the	DET
absel-72	130	6	simulation	simulation	NOUN
absel-72	130	7	using	use	VERB
absel-72	130	8	excel	excel	PROPN
absel-72	130	9	’s	’s	NOUN
absel-72	130	10	normsinv	normsinv	ADJ
absel-72	130	11	(	(	PUNCT
absel-72	130	12	rand	rand	NOUN
absel-72	130	13	(	(	PUNCT
absel-72	130	14	)	)	PUNCT
absel-72	130	15	)	)	PUNCT
absel-72	130	16	function	function	NOUN
absel-72	130	17	with	with	ADP
absel-72	130	18			NOUN
absel-72	130	19	and	and	CCONJ
absel-72	130	20			PROPN
absel-72	130	21	set	set	VERB
absel-72	130	22	to	to	ADP
absel-72	130	23	1,000,000	1,000,000	NUM
absel-72	130	24	and	and	CCONJ
absel-72	130	25	200,000	200,000	NUM
absel-72	130	26	respectively	respectively	ADV
absel-72	130	27	.	.	PUNCT
absel-72	131	1	these	these	DET
absel-72	131	2	parameters	parameter	NOUN
absel-72	131	3	were	be	AUX
absel-72	131	4	estimated	estimate	VERB
absel-72	131	5	by	by	ADP
absel-72	131	6	management	management	NOUN
absel-72	131	7	of	of	ADP
absel-72	131	8	the	the	DET
absel-72	131	9	client	client	NOUN
absel-72	131	10	firm	firm	NOUN
absel-72	131	11	based	base	VERB
absel-72	131	12	on	on	ADP
absel-72	131	13	historical	historical	ADJ
absel-72	131	14	experience	experience	NOUN
absel-72	131	15	and	and	CCONJ
absel-72	131	16	future	future	ADJ
absel-72	131	17	expectations	expectation	NOUN
absel-72	131	18	.	.	PUNCT
absel-72	132	1	contribution	contribution	NOUN
absel-72	132	2	margin	margin	NOUN
absel-72	132	3	is	be	AUX
absel-72	132	4	the	the	DET
absel-72	132	5	sales	sale	NOUN
absel-72	132	6	revenue	revenue	NOUN
absel-72	132	7	(	(	PUNCT
absel-72	132	8	final	final	ADJ
absel-72	132	9	price	price	NOUN
absel-72	132	10	is	be	AUX
absel-72	132	11	based	base	VERB
absel-72	132	12	on	on	ADP
absel-72	132	13	a	a	DET
absel-72	132	14	50	50	NUM
absel-72	132	15	cent	cent	NOUN
absel-72	132	16	markup	markup	ADJ
absel-72	132	17	,	,	PUNCT
absel-72	132	18	per	per	ADP
absel-72	132	19	client	client	NOUN
absel-72	132	20	direction	direction	NOUN
absel-72	132	21	)	)	PUNCT
absel-72	132	22	less	less	ADJ
absel-72	132	23	cost	cost	NOUN
absel-72	132	24	of	of	ADP
absel-72	132	25	goods	good	NOUN
absel-72	132	26	sold	sell	VERB
absel-72	132	27	using	use	VERB
absel-72	132	28	a	a	DET
absel-72	132	29	first	first	ADJ
absel-72	132	30	in	in	ADP
absel-72	132	31	first	first	ADJ
absel-72	132	32	out	out	ADP
absel-72	132	33	inventory	inventory	NOUN
absel-72	132	34	flow	flow	NOUN
absel-72	132	35	model	model	NOUN
absel-72	132	36	.	.	PUNCT
absel-72	133	1	any	any	DET
absel-72	133	2	inventory	inventory	NOUN
absel-72	133	3	deficits	deficit	NOUN
absel-72	133	4	will	will	AUX
absel-72	133	5	be	be	AUX
absel-72	133	6	remedied	remedie	VERB
absel-72	133	7	by	by	ADP
absel-72	133	8	purchasing	purchase	VERB
absel-72	133	9	at	at	ADP
absel-72	133	10	the	the	DET
absel-72	133	11	t0	t0	PROPN
absel-72	133	12	spot	spot	NOUN
absel-72	133	13	price	price	NOUN
absel-72	133	14	and	and	CCONJ
absel-72	133	15	excess	excess	ADJ
absel-72	133	16	inventory	inventory	NOUN
absel-72	133	17	will	will	AUX
absel-72	133	18	be	be	AUX
absel-72	133	19	carried	carry	VERB
absel-72	133	20	.	.	PUNCT
absel-72	134	1	for	for	ADP
absel-72	134	2	this	this	DET
absel-72	134	3	game	game	NOUN
absel-72	134	4	client	client	NOUN
absel-72	134	5	management	management	NOUN
absel-72	134	6	requested	request	VERB
absel-72	134	7	no	no	DET
absel-72	134	8	holding	hold	VERB
absel-72	134	9	costs	cost	NOUN
absel-72	134	10	be	be	AUX
absel-72	134	11	assessed	assess	VERB
absel-72	134	12	as	as	SCONJ
absel-72	134	13	they	they	PRON
absel-72	134	14	would	would	AUX
absel-72	134	15	be	be	AUX
absel-72	134	16	negligible	negligible	ADJ
absel-72	134	17	.	.	PUNCT
absel-72	135	1	finally	finally	ADV
absel-72	135	2	the	the	DET
absel-72	135	3	game	game	NOUN
absel-72	135	4	compares	compare	VERB
absel-72	135	5	the	the	DET
absel-72	135	6	contribution	contribution	NOUN
absel-72	135	7	income	income	NOUN
absel-72	135	8	based	base	VERB
absel-72	135	9	on	on	ADP
absel-72	135	10	player	player	NOUN
absel-72	135	11	decisions	decision	NOUN
absel-72	135	12	and	and	CCONJ
absel-72	135	13	that	that	PRON
absel-72	135	14	of	of	ADP
absel-72	135	15	an	an	DET
absel-72	135	16	unhedged	unhedged	ADJ
absel-72	135	17	play	play	NOUN
absel-72	135	18	.	.	PUNCT
absel-72	136	1	my	my	PRON
absel-72	136	2	hypothesis	hypothesis	NOUN
absel-72	136	3	is	be	AUX
absel-72	136	4	if	if	SCONJ
absel-72	136	5	a	a	DET
absel-72	136	6	player	player	NOUN
absel-72	136	7	follows	follow	VERB
absel-72	136	8	the	the	DET
absel-72	136	9	suggested	suggest	VERB
absel-72	136	10	decision	decision	NOUN
absel-72	136	11	rule	rule	NOUN
absel-72	136	12	using	use	VERB
absel-72	136	13	the	the	DET
absel-72	136	14	recommended	recommend	VERB
absel-72	136	15	hedge	hedge	NOUN
absel-72	136	16	ratio	ratio	NOUN
absel-72	136	17	of	of	ADP
absel-72	136	18	.82	.82	NUM
absel-72	136	19	,	,	PUNCT
absel-72	136	20	more	more	ADV
absel-72	136	21	often	often	ADV
absel-72	136	22	than	than	SCONJ
absel-72	136	23	not	not	PART
absel-72	136	24	they	they	PRON
absel-72	136	25	will	will	AUX
absel-72	136	26	experience	experience	VERB
absel-72	136	27	a	a	DET
absel-72	136	28	greater	great	ADJ
absel-72	136	29	contribution	contribution	NOUN
absel-72	136	30	margin	margin	NOUN
absel-72	136	31	.	.	PUNCT
absel-72	137	1	this	this	DET
absel-72	137	2	hypothesis	hypothesis	NOUN
absel-72	137	3	was	be	AUX
absel-72	137	4	tested	test	VERB
absel-72	137	5	and	and	CCONJ
absel-72	137	6	results	result	NOUN
absel-72	137	7	are	be	AUX
absel-72	137	8	reported	report	VERB
absel-72	137	9	in	in	ADP
absel-72	137	10	appendix	appendix	NOUN
absel-72	137	11	4	4	NUM
absel-72	137	12	.	.	PUNCT
absel-72	137	13	based	base	VERB
absel-72	137	14	on	on	ADP
absel-72	137	15	60	60	NUM
absel-72	137	16	plays	play	NOUN
absel-72	137	17	,	,	PUNCT
absel-72	137	18	the	the	DET
absel-72	137	19	average	average	ADJ
absel-72	137	20	gain	gain	NOUN
absel-72	137	21	for	for	ADP
absel-72	137	22	a	a	DET
absel-72	137	23	hedging	hedging	NOUN
absel-72	137	24	strategy	strategy	NOUN
absel-72	137	25	was	be	AUX
absel-72	137	26	$	$	SYM
absel-72	137	27	40,049	40,049	NUM
absel-72	137	28	.	.	PUNCT
absel-72	138	1	this	this	DET
absel-72	138	2	difference	difference	NOUN
absel-72	138	3	was	be	AUX
absel-72	138	4	significant	significant	ADJ
absel-72	138	5	at	at	ADP
absel-72	138	6	a	a	DET
absel-72	138	7	t	t	NOUN
absel-72	138	8	score	score	NOUN
absel-72	138	9	of	of	ADP
absel-72	138	10	3.67	3.67	NUM
absel-72	138	11	.	.	PUNCT
absel-72	139	1	in	in	ADP
absel-72	139	2	addition	addition	NOUN
absel-72	139	3	,	,	PUNCT
absel-72	139	4	the	the	DET
absel-72	139	5	proportion	proportion	NOUN
absel-72	139	6	of	of	ADP
absel-72	139	7	“	"	PUNCT
absel-72	139	8	gains	gain	NOUN
absel-72	139	9	”	"	PUNCT
absel-72	139	10	vs.	vs.	X
absel-72	139	11	“	"	PUNCT
absel-72	139	12	losses	loss	NOUN
absel-72	139	13	”	"	PUNCT
absel-72	139	14	was	be	AUX
absel-72	139	15	75	75	NUM
absel-72	139	16	%	%	NOUN
absel-72	139	17	and	and	CCONJ
absel-72	139	18	was	be	AUX
absel-72	139	19	significant	significant	ADJ
absel-72	139	20	at	at	ADP
absel-72	139	21	a	a	DET
absel-72	139	22	t	t	NOUN
absel-72	139	23	score	score	NOUN
absel-72	139	24	of	of	ADP
absel-72	139	25	4.47	4.47	NUM
absel-72	139	26	.	.	PUNCT
absel-72	140	1	results	result	NOUN
absel-72	140	2	,	,	PUNCT
absel-72	140	3	conclusions	conclusion	NOUN
absel-72	140	4	,	,	PUNCT
absel-72	140	5	and	and	CCONJ
absel-72	140	6	reflections	reflection	NOUN
absel-72	140	7	generally	generally	ADV
absel-72	140	8	,	,	PUNCT
absel-72	140	9	i	i	PRON
absel-72	140	10	am	be	AUX
absel-72	140	11	pleased	pleased	ADJ
absel-72	140	12	with	with	ADP
absel-72	140	13	the	the	DET
absel-72	140	14	project	project	NOUN
absel-72	140	15	and	and	CCONJ
absel-72	140	16	feel	feel	VERB
absel-72	140	17	the	the	DET
absel-72	140	18	time	time	NOUN
absel-72	140	19	invested	invest	VERB
absel-72	140	20	will	will	AUX
absel-72	140	21	be	be	AUX
absel-72	140	22	valuable	valuable	ADJ
absel-72	140	23	to	to	ADP
absel-72	140	24	my	my	PRON
absel-72	140	25	client	client	NOUN
absel-72	140	26	and	and	CCONJ
absel-72	140	27	the	the	DET
absel-72	140	28	learning	learning	NOUN
absel-72	140	29	i	i	PRON
absel-72	140	30	experienced	experience	VERB
absel-72	140	31	is	be	AUX
absel-72	140	32	of	of	ADP
absel-72	140	33	great	great	ADJ
absel-72	140	34	value	value	NOUN
absel-72	140	35	to	to	ADP
absel-72	140	36	me	i	PRON
absel-72	140	37	.	.	PUNCT
absel-72	141	1	it	it	PRON
absel-72	141	2	is	be	AUX
absel-72	141	3	my	my	PRON
absel-72	141	4	belief	belief	NOUN
absel-72	141	5	that	that	SCONJ
absel-72	141	6	over	over	ADP
absel-72	141	7	repeated	repeat	VERB
absel-72	141	8	play	play	NOUN
absel-72	141	9	(	(	PUNCT
absel-72	141	10	as	as	SCONJ
absel-72	141	11	is	be	AUX
absel-72	141	12	the	the	DET
absel-72	141	13	pedagogy	pedagogy	NOUN
absel-72	141	14	of	of	ADP
absel-72	141	15	a	a	DET
absel-72	141	16	teaching	teaching	NOUN
absel-72	141	17	and	and	CCONJ
absel-72	141	18	learning	learning	NOUN
absel-72	141	19	game	game	NOUN
absel-72	141	20	/	/	SYM
absel-72	141	21	simulation	simulation	NOUN
absel-72	141	22	)	)	PUNCT
absel-72	141	23	players	player	NOUN
absel-72	141	24	will	will	AUX
absel-72	141	25	discover	discover	VERB
absel-72	141	26	that	that	SCONJ
absel-72	141	27	combining	combine	VERB
absel-72	141	28	a	a	DET
absel-72	141	29	hedging	hedging	NOUN
absel-72	141	30	strategy	strategy	NOUN
absel-72	141	31	employing	employ	VERB
absel-72	141	32	decision	decision	NOUN
absel-72	141	33	rules	rule	NOUN
absel-72	141	34	such	such	ADJ
absel-72	141	35	as	as	ADP
absel-72	141	36	those	those	PRON
absel-72	141	37	advocated	advocate	VERB
absel-72	141	38	here	here	ADV
absel-72	141	39	will	will	AUX
absel-72	141	40	be	be	AUX
absel-72	141	41	profitable	profitable	ADJ
absel-72	141	42	more	more	ADV
absel-72	141	43	often	often	ADV
absel-72	141	44	than	than	ADP
absel-72	141	45	not	not	PART
absel-72	141	46	.	.	PUNCT
absel-72	142	1	mailto:craig.miller@normandale.edu	mailto:craig.miller@normandale.edu	NOUN
absel-72	142	2	page	page	NOUN
absel-72	142	3	96	96	NUM
absel-72	142	4	developments	development	NOUN
absel-72	142	5	in	in	ADP
absel-72	142	6	business	business	NOUN
absel-72	142	7	simulation	simulation	NOUN
absel-72	142	8	and	and	CCONJ
absel-72	142	9	experiential	experiential	ADJ
absel-72	142	10	learning	learning	NOUN
absel-72	142	11	,	,	PUNCT
absel-72	142	12	volume	volume	NOUN
absel-72	142	13	39	39	NUM
absel-72	142	14	,	,	PUNCT
absel-72	142	15	2012	2012	NUM
absel-72	142	16	in	in	ADP
absel-72	142	17	addition	addition	NOUN
absel-72	142	18	,	,	PUNCT
absel-72	142	19	i	i	PRON
absel-72	142	20	feel	feel	VERB
absel-72	142	21	this	this	DET
absel-72	142	22	project	project	NOUN
absel-72	142	23	will	will	AUX
absel-72	142	24	satisfy	satisfy	VERB
absel-72	142	25	the	the	DET
absel-72	142	26	objectives	objective	NOUN
absel-72	142	27	presented	present	VERB
absel-72	142	28	earlier	early	ADV
absel-72	142	29	:	:	PUNCT
absel-72	142	30	the	the	DET
absel-72	142	31	practice	practice	NOUN
absel-72	142	32	and	and	CCONJ
absel-72	142	33	consequences	consequence	NOUN
absel-72	142	34	of	of	ADP
absel-72	142	35	accurate	accurate	ADJ
absel-72	142	36	forecasting	forecasting	NOUN
absel-72	142	37	will	will	AUX
absel-72	142	38	be	be	AUX
absel-72	142	39	reinforced	reinforce	VERB
absel-72	142	40	.	.	PUNCT
absel-72	143	1	players	player	NOUN
absel-72	143	2	will	will	AUX
absel-72	143	3	better	well	ADV
absel-72	143	4	understand	understand	VERB
absel-72	143	5	the	the	DET
absel-72	143	6	mechanics	mechanic	NOUN
absel-72	143	7	of	of	ADP
absel-72	143	8	a	a	DET
absel-72	143	9	forward	forward	ADJ
absel-72	143	10	contract	contract	NOUN
absel-72	143	11	.	.	PUNCT
absel-72	144	1	using	use	VERB
absel-72	144	2	forward	forward	ADJ
absel-72	144	3	contracts	contract	NOUN
absel-72	144	4	(	(	PUNCT
absel-72	144	5	or	or	CCONJ
absel-72	144	6	other	other	ADJ
absel-72	144	7	derivative	derivative	ADJ
absel-72	144	8	instruments	instrument	NOUN
absel-72	144	9	for	for	ADP
absel-72	144	10	that	that	DET
absel-72	144	11	matter	matter	NOUN
absel-72	144	12	)	)	PUNCT
absel-72	144	13	need	need	AUX
absel-72	144	14	not	not	PART
absel-72	144	15	be	be	AUX
absel-72	144	16	a	a	DET
absel-72	144	17	speculative	speculative	ADJ
absel-72	144	18	activity	activity	NOUN
absel-72	144	19	but	but	CCONJ
absel-72	144	20	an	an	DET
absel-72	144	21	effective	effective	ADJ
absel-72	144	22	tool	tool	NOUN
absel-72	144	23	for	for	ADP
absel-72	144	24	managing	manage	VERB
absel-72	144	25	risk	risk	NOUN
absel-72	144	26	.	.	PUNCT
absel-72	145	1	players	player	NOUN
absel-72	145	2	will	will	AUX
absel-72	145	3	experience	experience	VERB
absel-72	145	4	the	the	DET
absel-72	145	5	sensitivity	sensitivity	NOUN
absel-72	145	6	of	of	ADP
absel-72	145	7	demand	demand	NOUN
absel-72	145	8	,	,	PUNCT
absel-72	145	9	pricing	pricing	NOUN
absel-72	145	10	,	,	PUNCT
absel-72	145	11	and	and	CCONJ
absel-72	145	12	input	input	NOUN
absel-72	145	13	costs	cost	NOUN
absel-72	145	14	on	on	ADP
absel-72	145	15	the	the	DET
absel-72	145	16	firm	firm	NOUN
absel-72	145	17	’s	’s	PART
absel-72	145	18	financial	financial	ADJ
absel-72	145	19	results	result	NOUN
absel-72	145	20	.	.	PUNCT
absel-72	146	1	in	in	ADP
absel-72	146	2	my	my	PRON
absel-72	146	3	future	future	ADJ
absel-72	146	4	work	work	NOUN
absel-72	146	5	i	i	PRON
absel-72	146	6	plan	plan	VERB
absel-72	146	7	to	to	PART
absel-72	146	8	examine	examine	VERB
absel-72	146	9	,	,	PUNCT
absel-72	146	10	better	well	ADV
absel-72	146	11	understand	understand	VERB
absel-72	146	12	,	,	PUNCT
absel-72	146	13	test	test	NOUN
absel-72	146	14	,	,	PUNCT
absel-72	146	15	and	and	CCONJ
absel-72	146	16	perhaps	perhaps	ADV
absel-72	146	17	deploy	deploy	VERB
absel-72	146	18	three	three	NUM
absel-72	146	19	other	other	ADJ
absel-72	146	20	models	model	NOUN
absel-72	146	21	.	.	PUNCT
absel-72	147	1	one	one	NUM
absel-72	147	2	is	be	AUX
absel-72	147	3	the	the	DET
absel-72	147	4	schwartz	schwartz	PROPN
absel-72	147	5	two	two	NUM
absel-72	147	6	-	-	PUNCT
absel-72	147	7	factor	factor	NOUN
absel-72	147	8	model	model	NOUN
absel-72	147	9	incorporating	incorporate	VERB
absel-72	147	10	the	the	DET
absel-72	147	11	convenience	convenience	NOUN
absel-72	147	12	yield	yield	NOUN
absel-72	147	13	.	.	PUNCT
absel-72	148	1	a	a	DET
absel-72	148	2	second	second	ADJ
absel-72	148	3	model	model	NOUN
absel-72	148	4	that	that	PRON
absel-72	148	5	i	i	PRON
absel-72	148	6	read	read	VERB
absel-72	148	7	about	about	ADP
absel-72	148	8	that	that	SCONJ
absel-72	148	9	i	i	PRON
absel-72	148	10	find	find	VERB
absel-72	148	11	intriguing	intriguing	ADJ
absel-72	148	12	is	be	AUX
absel-72	148	13	a	a	DET
absel-72	148	14	gabillon	gabillon	NOUN
absel-72	148	15	markovian	markovian	NOUN
absel-72	148	16	two	two	NUM
absel-72	148	17	factor	factor	NOUN
absel-72	148	18	model	model	NOUN
absel-72	148	19	using	use	VERB
absel-72	148	20	two	two	NUM
absel-72	148	21	wiener	wiener	NOUN
absel-72	148	22	processes	process	NOUN
absel-72	148	23	;	;	PUNCT
absel-72	148	24	the	the	DET
absel-72	148	25	first	first	ADJ
absel-72	148	26	a	a	DET
absel-72	148	27	short	short	ADJ
absel-72	148	28	term	term	NOUN
absel-72	148	29	mean	mean	NOUN
absel-72	148	30	reversion	reversion	NOUN
absel-72	148	31	factor	factor	NOUN
absel-72	148	32	and	and	CCONJ
absel-72	148	33	the	the	DET
absel-72	148	34	second	second	NOUN
absel-72	148	35	is	be	AUX
absel-72	148	36	a	a	DET
absel-72	148	37	slower	slow	ADJ
absel-72	148	38	long	long	ADJ
absel-72	148	39	term	term	NOUN
absel-72	148	40	mean	mean	NOUN
absel-72	148	41	reversion	reversion	NOUN
absel-72	148	42	factor	factor	NOUN
absel-72	148	43	.	.	PUNCT
absel-72	149	1	a	a	DET
absel-72	149	2	third	third	ADJ
absel-72	149	3	area	area	NOUN
absel-72	149	4	of	of	ADP
absel-72	149	5	exploration	exploration	NOUN
absel-72	149	6	is	be	AUX
absel-72	149	7	the	the	DET
absel-72	149	8	family	family	NOUN
absel-72	149	9	of	of	ADP
absel-72	149	10	jumpdiffusion	jumpdiffusion	NOUN
absel-72	149	11	models	model	NOUN
absel-72	149	12	first	first	ADV
absel-72	149	13	introduced	introduce	VERB
absel-72	149	14	by	by	ADP
absel-72	149	15	merton	merton	NOUN
absel-72	149	16	and	and	CCONJ
absel-72	149	17	now	now	ADV
absel-72	149	18	being	be	AUX
absel-72	149	19	more	more	ADV
absel-72	149	20	rigorously	rigorously	ADV
absel-72	149	21	developed	develop	VERB
absel-72	149	22	in	in	ADP
absel-72	149	23	response	response	NOUN
absel-72	149	24	to	to	ADP
absel-72	149	25	the	the	DET
absel-72	149	26	extreme	extreme	ADJ
absel-72	149	27	price	price	NOUN
absel-72	149	28	behavior	behavior	NOUN
absel-72	149	29	experienced	experience	VERB
absel-72	149	30	recently	recently	ADV
absel-72	149	31	in	in	ADP
absel-72	149	32	some	some	PRON
absel-72	149	33	of	of	ADP
absel-72	149	34	the	the	DET
absel-72	149	35	security	security	NOUN
absel-72	149	36	markets	market	NOUN
absel-72	149	37	.	.	PUNCT
absel-72	150	1	as	as	SCONJ
absel-72	150	2	i	i	PRON
absel-72	150	3	understand	understand	VERB
absel-72	150	4	it	it	PRON
absel-72	150	5	,	,	PUNCT
absel-72	150	6	this	this	DET
absel-72	150	7	addition	addition	NOUN
absel-72	150	8	of	of	ADP
absel-72	150	9	low	low	ADJ
absel-72	150	10	probability	probability	NOUN
absel-72	150	11	extreme	extreme	ADJ
absel-72	150	12	events	event	NOUN
absel-72	150	13	suits	suit	VERB
absel-72	150	14	the	the	DET
absel-72	150	15	types	type	NOUN
absel-72	150	16	of	of	ADP
absel-72	150	17	simulations	simulation	NOUN
absel-72	150	18	i	i	PRON
absel-72	150	19	create	create	VERB
absel-72	150	20	.	.	PUNCT
absel-72	151	1	with	with	ADP
absel-72	151	2	the	the	DET
absel-72	151	3	elimination	elimination	NOUN
absel-72	151	4	time	time	NOUN
absel-72	151	5	constraints	constraint	NOUN
absel-72	151	6	and	and	CCONJ
absel-72	151	7	the	the	DET
absel-72	151	8	limits	limit	NOUN
absel-72	151	9	of	of	ADP
absel-72	151	10	my	my	PRON
absel-72	151	11	current	current	ADJ
absel-72	151	12	technical	technical	ADJ
absel-72	151	13	abilities	ability	NOUN
absel-72	151	14	(	(	PUNCT
absel-72	151	15	i	i	PRON
absel-72	151	16	plan	plan	VERB
absel-72	151	17	to	to	PART
absel-72	151	18	continue	continue	VERB
absel-72	151	19	working	work	VERB
absel-72	151	20	on	on	ADP
absel-72	151	21	my	my	PRON
absel-72	151	22	math	math	NOUN
absel-72	151	23	)	)	PUNCT
absel-72	151	24	,	,	PUNCT
absel-72	151	25	i	i	PRON
absel-72	151	26	expect	expect	VERB
absel-72	151	27	to	to	PART
absel-72	151	28	be	be	AUX
absel-72	151	29	able	able	ADJ
absel-72	151	30	to	to	PART
absel-72	151	31	able	able	VERB
absel-72	151	32	to	to	PART
absel-72	151	33	assess	assess	VERB
absel-72	151	34	and	and	CCONJ
absel-72	151	35	produce	produce	VERB
absel-72	151	36	more	more	ADV
absel-72	151	37	sophisticated	sophisticated	ADJ
absel-72	151	38	models	model	NOUN
absel-72	151	39	.	.	PUNCT
absel-72	152	1	a	a	DET
absel-72	152	2	big	big	ADJ
absel-72	152	3	step	step	NOUN
absel-72	152	4	is	be	AUX
absel-72	152	5	to	to	PART
absel-72	152	6	know	know	VERB
absel-72	152	7	what	what	PRON
absel-72	152	8	you	you	PRON
absel-72	152	9	do	do	AUX
absel-72	152	10	n’t	not	PART
absel-72	152	11	know	know	VERB
absel-72	152	12	.	.	PUNCT
absel-72	153	1	the	the	DET
absel-72	153	2	tool	tool	NOUN
absel-72	153	3	was	be	AUX
absel-72	153	4	employed	employ	VERB
absel-72	153	5	several	several	ADJ
absel-72	153	6	times	time	NOUN
absel-72	153	7	in	in	ADP
absel-72	153	8	a	a	DET
absel-72	153	9	workshop	workshop	NOUN
absel-72	153	10	setting	setting	NOUN
absel-72	153	11	during	during	ADP
absel-72	153	12	the	the	DET
absel-72	153	13	summer	summer	NOUN
absel-72	153	14	of	of	ADP
absel-72	153	15	2011	2011	NUM
absel-72	153	16	.	.	PUNCT
absel-72	154	1	comments	comment	NOUN
absel-72	154	2	by	by	ADP
absel-72	154	3	both	both	CCONJ
absel-72	154	4	the	the	DET
absel-72	154	5	facitiator	facitiator	NOUN
absel-72	154	6	,	,	PUNCT
absel-72	154	7	the	the	DET
absel-72	154	8	participants	participant	NOUN
absel-72	154	9	,	,	PUNCT
absel-72	154	10	and	and	CCONJ
absel-72	154	11	sponsor	sponsor	NOUN
absel-72	154	12	were	be	AUX
absel-72	154	13	positive	positive	ADJ
absel-72	154	14	.	.	PUNCT
absel-72	155	1	to	to	ADP
absel-72	155	2	me	i	PRON
absel-72	155	3	,	,	PUNCT
absel-72	155	4	that	that	PRON
absel-72	155	5	suggests	suggest	VERB
absel-72	155	6	the	the	DET
absel-72	155	7	game	game	NOUN
absel-72	155	8	was	be	AUX
absel-72	155	9	fun	fun	ADJ
absel-72	155	10	and	and	CCONJ
absel-72	155	11	made	make	VERB
absel-72	155	12	a	a	DET
absel-72	155	13	cplocated	cplocated	ADJ
absel-72	155	14	environment	environment	NOUN
absel-72	155	15	more	more	ADV
absel-72	155	16	understandable	understandable	ADJ
absel-72	155	17	.	.	PUNCT
absel-72	156	1	the	the	DET
absel-72	156	2	players	player	NOUN
absel-72	156	3	that	that	PRON
absel-72	156	4	used	use	VERB
absel-72	156	5	the	the	DET
absel-72	156	6	suggested	suggest	VERB
absel-72	156	7	trading	trading	NOUN
absel-72	156	8	rules	rule	NOUN
absel-72	156	9	did	do	VERB
absel-72	156	10	aceive	aceive	ADJ
absel-72	156	11	results	result	NOUN
absel-72	156	12	similar	similar	ADJ
absel-72	156	13	to	to	ADP
absel-72	156	14	the	the	DET
absel-72	156	15	expected	expect	VERB
absel-72	156	16	values	value	NOUN
absel-72	156	17	presented	present	VERB
absel-72	156	18	earlier	early	ADV
absel-72	156	19	.	.	PUNCT
absel-72	157	1	the	the	DET
absel-72	157	2	actual	actual	ADJ
absel-72	157	3	data	datum	NOUN
absel-72	157	4	was	be	AUX
absel-72	157	5	not	not	PART
absel-72	157	6	collected	collect	VERB
absel-72	157	7	,	,	PUNCT
absel-72	157	8	the	the	DET
absel-72	157	9	sample	sample	NOUN
absel-72	157	10	size	size	NOUN
absel-72	157	11	was	be	AUX
absel-72	157	12	small	small	ADJ
absel-72	157	13	(	(	PUNCT
absel-72	157	14	approximately	approximately	ADV
absel-72	157	15	30	30	NUM
absel-72	157	16	players	player	NOUN
absel-72	157	17	)	)	PUNCT
absel-72	157	18	,	,	PUNCT
absel-72	157	19	andthu	andthu	VERB
absel-72	157	20	the	the	DET
absel-72	157	21	extent	extent	NOUN
absel-72	157	22	of	of	ADP
absel-72	157	23	followup	followup	ADJ
absel-72	157	24	analysis	analysis	NOUN
absel-72	157	25	is	be	AUX
absel-72	157	26	limited	limited	ADJ
absel-72	157	27	.	.	PUNCT
absel-72	158	1	an	an	DET
absel-72	158	2	opportunity	opportunity	NOUN
absel-72	158	3	does	do	AUX
absel-72	158	4	exist	exist	VERB
absel-72	158	5	to	to	PART
absel-72	158	6	create	create	VERB
absel-72	158	7	a	a	DET
absel-72	158	8	better	well	ADV
absel-72	158	9	controlled	control	VERB
absel-72	158	10	design	design	NOUN
absel-72	158	11	making	make	VERB
absel-72	158	12	a	a	DET
absel-72	158	13	richer	rich	ADJ
absel-72	158	14	statisitical	statisitical	ADJ
absel-72	158	15	analysis	analysis	NOUN
absel-72	158	16	possible	possible	ADJ
absel-72	158	17	.	.	PUNCT
absel-72	159	1	references	reference	NOUN
absel-72	159	2	benhamou	benhamou	PROPN
absel-72	159	3	,	,	PUNCT
absel-72	159	4	e.	e.	PROPN
absel-72	159	5	,	,	PUNCT
absel-72	159	6	&	&	CCONJ
absel-72	159	7	mamalis	mamalis	PROPN
absel-72	159	8	,	,	PUNCT
absel-72	159	9	g.	g.	PROPN
absel-72	159	10	(	(	PUNCT
absel-72	159	11	2002	2002	NUM
absel-72	159	12	)	)	PUNCT
absel-72	159	13	.	.	PUNCT
absel-72	160	1	commodity	commodity	NOUN
absel-72	160	2	markets	market	NOUN
absel-72	160	3	(	(	PUNCT
absel-72	160	4	overview	overview	NOUN
absel-72	160	5	.	.	PUNCT
absel-72	161	1	white	white	ADJ
absel-72	161	2	paper	paper	NOUN
absel-72	161	3	published	publish	VERB
absel-72	161	4	by	by	ADP
absel-72	161	5	goldman	goldman	PROPN
absel-72	161	6	sachs	sachs	PROPN
absel-72	161	7	,	,	PUNCT
absel-72	161	8	deutsche	deutsche	PROPN
absel-72	161	9	bank	bank	PROPN
absel-72	161	10	and	and	CCONJ
absel-72	161	11	elf	elf	NUM
absel-72	161	12	trading	trading	PROPN
absel-72	161	13	sa	sa	PROPN
absel-72	161	14	,	,	PUNCT
absel-72	161	15	#	#	NOUN
absel-72	161	16	,	,	PUNCT
absel-72	161	17	1	1	NUM
absel-72	161	18	-	-	SYM
absel-72	161	19	20	20	NUM
absel-72	161	20	.	.	PUNCT
absel-72	162	1	benninga	benninga	PROPN
absel-72	162	2	,	,	PUNCT
absel-72	162	3	s.	s.	PROPN
absel-72	162	4	(	(	PUNCT
absel-72	162	5	2008	2008	NUM
absel-72	162	6	)	)	PUNCT
absel-72	162	7	.	.	PUNCT
absel-72	163	1	financial	financial	ADJ
absel-72	163	2	modeling	modeling	NOUN
absel-72	163	3	(	(	PUNCT
absel-72	163	4	third	third	ADJ
absel-72	163	5	ed	ed	NOUN
absel-72	163	6	.	.	PUNCT
absel-72	163	7	)	)	PUNCT
absel-72	163	8	.	.	PUNCT
absel-72	164	1	cambridge	cambridge	PROPN
absel-72	164	2	,	,	PUNCT
absel-72	164	3	ma	ma	PROPN
absel-72	164	4	:	:	PUNCT
absel-72	164	5	mit	mit	PROPN
absel-72	164	6	press	press	NOUN
absel-72	164	7	.	.	PUNCT
absel-72	165	1	cheng	cheng	PROPN
absel-72	165	2	,	,	PUNCT
absel-72	165	3	s.	s.	PROPN
absel-72	165	4	,	,	PUNCT
absel-72	165	5	&	&	CCONJ
absel-72	165	6	lim	lim	PROPN
absel-72	165	7	,	,	PUNCT
absel-72	165	8	y.	y.	PROPN
absel-72	165	9	p.	p.	PROPN
absel-72	165	10	(	(	PUNCT
absel-72	165	11	2009	2009	NUM
absel-72	165	12	)	)	PUNCT
absel-72	165	13	.	.	PUNCT
absel-72	166	1	an	an	DET
absel-72	166	2	agent	agent	NOUN
absel-72	166	3	-	-	PUNCT
absel-72	166	4	based	base	VERB
absel-72	166	5	commodity	commodity	NOUN
absel-72	166	6	trading	trading	NOUN
absel-72	166	7	simulation	simulation	NOUN
absel-72	166	8	.	.	PUNCT
absel-72	167	1	proceedings	proceeding	NOUN
absel-72	167	2	of	of	ADP
absel-72	167	3	the	the	DET
absel-72	167	4	twenty	twenty	NUM
absel-72	167	5	-first	-first	ADJ
absel-72	167	6	innovative	innovative	ADJ
absel-72	167	7	applications	application	NOUN
absel-72	167	8	of	of	ADP
absel-72	167	9	artificial	artificial	ADJ
absel-72	167	10	intelligence	intelligence	NOUN
absel-72	167	11	conference	conference	NOUN
absel-72	167	12	(	(	PUNCT
absel-72	167	13	2009	2009	NUM
absel-72	167	14	)	)	PUNCT
absel-72	167	15	,	,	PUNCT
absel-72	167	16	2009	2009	NUM
absel-72	167	17	,	,	PUNCT
absel-72	167	18	72	72	NUM
absel-72	167	19	-	-	SYM
absel-72	167	20	78	78	NUM
absel-72	167	21	.	.	PUNCT
absel-72	168	1	gamerman	gamerman	NOUN
absel-72	168	2	,	,	PUNCT
absel-72	168	3	d.	d.	PROPN
absel-72	168	4	(	(	PUNCT
absel-72	168	5	1997	1997	NUM
absel-72	168	6	)	)	PUNCT
absel-72	168	7	.	.	PUNCT
absel-72	169	1	markov	markov	PROPN
absel-72	169	2	chain	chain	PROPN
absel-72	169	3	monte	monte	PROPN
absel-72	169	4	carlo	carlo	PROPN
absel-72	169	5	stochastic	stochastic	PROPN
absel-72	169	6	simulation	simulation	NOUN
absel-72	169	7	for	for	ADP
absel-72	169	8	baysian	baysian	ADJ
absel-72	169	9	inference	inference	NOUN
absel-72	169	10	.	.	PUNCT
absel-72	170	1	boca	boca	PROPN
absel-72	170	2	raton	raton	PROPN
absel-72	170	3	,	,	PUNCT
absel-72	170	4	fl	fl	PROPN
absel-72	170	5	:	:	PUNCT
absel-72	170	6	chapman	chapman	PROPN
absel-72	170	7	&	&	CCONJ
absel-72	170	8	hall	hall	PROPN
absel-72	170	9	.	.	PUNCT
absel-72	171	1	(	(	PUNCT
absel-72	171	2	original	original	ADJ
absel-72	171	3	work	work	NOUN
absel-72	171	4	published	publish	VERB
absel-72	171	5	1997	1997	NUM
absel-72	171	6	)	)	PUNCT
absel-72	171	7	hull	hull	NOUN
absel-72	171	8	,	,	PUNCT
absel-72	171	9	j.	j.	PROPN
absel-72	171	10	(	(	PUNCT
absel-72	171	11	2009	2009	NUM
absel-72	171	12	)	)	PUNCT
absel-72	171	13	.	.	PUNCT
absel-72	172	1	weiner	weiner	NOUN
absel-72	172	2	processes	process	NOUN
absel-72	172	3	and	and	CCONJ
absel-72	172	4	ito	ito	PROPN
absel-72	172	5	's	's	PART
absel-72	172	6	lemma	lemma	PROPN
absel-72	172	7	.	.	PUNCT
absel-72	172	8	options	option	NOUN
absel-72	172	9	,	,	PUNCT
absel-72	172	10	futures	future	NOUN
absel-72	172	11	and	and	CCONJ
absel-72	172	12	other	other	ADJ
absel-72	172	13	derivatives	derivative	NOUN
absel-72	172	14	(	(	PUNCT
absel-72	172	15	seventh	seventh	ADJ
absel-72	172	16	ed	ed	NOUN
absel-72	172	17	.	.	PROPN
absel-72	172	18	,	,	PUNCT
absel-72	173	1	pp	pp	ADJ
absel-72	173	2	.	.	PUNCT
absel-72	174	1	259	259	NUM
absel-72	174	2	-	-	SYM
absel-72	174	3	272	272	NUM
absel-72	174	4	)	)	PUNCT
absel-72	174	5	.	.	PUNCT
absel-72	175	1	upper	upper	ADJ
absel-72	175	2	saddle	saddle	PROPN
absel-72	175	3	river	river	PROPN
absel-72	175	4	,	,	PUNCT
absel-72	175	5	nj	nj	PROPN
absel-72	175	6	:	:	PUNCT
absel-72	175	7	pearson	pearson	PROPN
absel-72	175	8	.	.	PROPN
absel-72	175	9	law	law	PROPN
absel-72	175	10	,	,	PUNCT
absel-72	175	11	s.	s.	PROPN
absel-72	175	12	(	(	PUNCT
absel-72	175	13	2009	2009	NUM
absel-72	175	14	)	)	PUNCT
absel-72	175	15	.	.	PUNCT
absel-72	176	1	on	on	ADP
absel-72	176	2	the	the	DET
absel-72	176	3	modelling	modelling	NOUN
absel-72	176	4	,	,	PUNCT
absel-72	176	5	design	design	NOUN
absel-72	176	6	and	and	CCONJ
absel-72	176	7	.	.	PUNCT
absel-72	177	1	doctoral	doctoral	ADJ
absel-72	177	2	thesis	thesis	NOUN
absel-72	177	3	,	,	PUNCT
absel-72	177	4	#	#	NOUN
absel-72	177	5	,	,	PUNCT
absel-72	177	6	22	22	NUM
absel-72	177	7	-	-	SYM
absel-72	177	8	73	73	NUM
absel-72	177	9	.	.	PUNCT
absel-72	178	1	miller	miller	PROPN
absel-72	178	2	,	,	PUNCT
absel-72	178	3	m.	m.	NOUN
absel-72	178	4	(	(	PUNCT
absel-72	178	5	2001	2001	NUM
absel-72	178	6	)	)	PUNCT
absel-72	178	7	.	.	PUNCT
absel-72	179	1	financial	financial	ADJ
absel-72	179	2	innovation	innovation	NOUN
absel-72	179	3	:	:	PUNCT
absel-72	179	4	achievments	achievment	NOUN
absel-72	179	5	and	and	CCONJ
absel-72	179	6	prospects	prospect	NOUN
absel-72	179	7	.	.	PUNCT
absel-72	180	1	the	the	DET
absel-72	180	2	new	new	ADJ
absel-72	180	3	corporate	corporate	ADJ
absel-72	180	4	finance	finance	NOUN
absel-72	180	5	where	where	SCONJ
absel-72	180	6	theory	theory	NOUN
absel-72	180	7	meets	meet	VERB
absel-72	180	8	practice	practice	NOUN
absel-72	180	9	(	(	PUNCT
absel-72	180	10	pp	pp	ADJ
absel-72	180	11	.	.	PUNCT
absel-72	181	1	385	385	NUM
absel-72	181	2	-	-	SYM
absel-72	181	3	392	392	NUM
absel-72	181	4	)	)	PUNCT
absel-72	181	5	.	.	PUNCT
absel-72	182	1	burr	burr	PROPN
absel-72	182	2	ridge	ridge	PROPN
absel-72	182	3	,	,	PUNCT
absel-72	182	4	il	il	PROPN
absel-72	182	5	:	:	PUNCT
absel-72	182	6	mcgraw	mcgraw	PROPN
absel-72	182	7	-hill	-hill	PROPN
absel-72	182	8	irwin	irwin	PROPN
absel-72	182	9	.	.	PUNCT
absel-72	183	1	nentl	nentl	PROPN
absel-72	183	2	,	,	PUNCT
absel-72	183	3	n.	n.	NOUN
absel-72	183	4	,	,	PUNCT
absel-72	183	5	&	&	CCONJ
absel-72	183	6	miller	miller	PROPN
absel-72	183	7	,	,	PUNCT
absel-72	183	8	c.	c.	PROPN
absel-72	183	9	(	(	PUNCT
absel-72	183	10	2002	2002	NUM
absel-72	183	11	)	)	PUNCT
absel-72	183	12	.	.	PUNCT
absel-72	184	1	learning	learn	VERB
absel-72	184	2	by	by	ADP
absel-72	184	3	playing	play	VERB
absel-72	184	4	:	:	PUNCT
absel-72	184	5	teaching	teach	VERB
absel-72	184	6	business	business	NOUN
absel-72	184	7	learners	learner	NOUN
absel-72	184	8	using	use	VERB
absel-72	184	9	computer	computer	NOUN
absel-72	184	10	simulation	simulation	NOUN
absel-72	184	11	.	.	PUNCT
absel-72	185	1	proceedings	proceeding	NOUN
absel-72	185	2	:	:	PUNCT
absel-72	186	1	conference	conference	NOUN
absel-72	186	2	on	on	ADP
absel-72	186	3	emerging	emerge	VERB
absel-72	186	4	issues	issue	NOUN
absel-72	186	5	in	in	ADP
absel-72	186	6	business	business	NOUN
absel-72	186	7	and	and	CCONJ
absel-72	186	8	technology	technology	NOUN
absel-72	186	9	,	,	PUNCT
absel-72	186	10	#	#	NOUN
absel-72	186	11	,	,	PUNCT
absel-72	186	12	1	1	NUM
absel-72	186	13	-	-	SYM
absel-72	186	14	8	8	NUM
absel-72	186	15	.	.	PUNCT
absel-72	187	1	peterson	peterson	PROPN
absel-72	187	2	,	,	PUNCT
absel-72	187	3	m.	m.	NOUN
absel-72	187	4	,	,	PUNCT
absel-72	187	5	&	&	CCONJ
absel-72	187	6	thiagarajan	thiagarajan	PROPN
absel-72	187	7	,	,	PUNCT
absel-72	187	8	r.	r.	PROPN
absel-72	187	9	(	(	PUNCT
absel-72	187	10	2000	2000	NUM
absel-72	187	11	)	)	PUNCT
absel-72	187	12	.	.	PUNCT
absel-72	188	1	risk	risk	NOUN
absel-72	188	2	measurement	measurement	NOUN
absel-72	188	3	and	and	CCONJ
absel-72	188	4	hedging	hedging	NOUN
absel-72	188	5	:	:	PUNCT
absel-72	188	6	with	with	ADP
absel-72	188	7	and	and	CCONJ
absel-72	188	8	without	without	ADP
absel-72	188	9	derivatives	derivative	NOUN
absel-72	188	10	.	.	PUNCT
absel-72	189	1	financial	financial	ADJ
absel-72	189	2	management	management	NOUN
absel-72	189	3	,	,	PUNCT
absel-72	189	4	winter	winter	NOUN
absel-72	189	5	2000	2000	NUM
absel-72	189	6	,	,	PUNCT
absel-72	189	7	5	5	NUM
absel-72	189	8	-	-	SYM
absel-72	189	9	30	30	NUM
absel-72	189	10	.	.	PUNCT
absel-72	190	1	schwartz	schwartz	PROPN
absel-72	190	2	,	,	PUNCT
absel-72	190	3	e.	e.	PROPN
absel-72	190	4	(	(	PUNCT
absel-72	190	5	1997	1997	NUM
absel-72	190	6	)	)	PUNCT
absel-72	190	7	.	.	PUNCT
absel-72	191	1	stochastic	stochastic	ADJ
absel-72	191	2	behavior	behavior	NOUN
absel-72	191	3	of	of	ADP
absel-72	191	4	commodity	commodity	NOUN
absel-72	191	5	prices	price	NOUN
absel-72	191	6	:	:	PUNCT
absel-72	191	7	implications	implication	NOUN
absel-72	191	8	for	for	ADP
absel-72	191	9	valuation	valuation	NOUN
absel-72	191	10	and	and	CCONJ
absel-72	191	11	pricing	pricing	NOUN
absel-72	191	12	.	.	PUNCT
absel-72	192	1	the	the	DET
absel-72	192	2	journal	journal	NOUN
absel-72	192	3	of	of	ADP
absel-72	192	4	finance	finance	NOUN
absel-72	192	5	,	,	PUNCT
absel-72	192	6	52(3	52(3	NOUN
absel-72	192	7	)	)	PUNCT
absel-72	192	8	,	,	PUNCT
absel-72	192	9	923	923	NUM
absel-72	192	10	-	-	SYM
absel-72	192	11	973	973	NUM
absel-72	192	12	.	.	PUNCT
absel-72	193	1	weekly	weekly	ADJ
absel-72	193	2	indiana	indiana	PROPN
absel-72	193	3	propane	propane	NOUN
absel-72	193	4	wholesale	wholesale	ADJ
absel-72	193	5	/	/	SYM
absel-72	193	6	resale	resale	NOUN
absel-72	193	7	price	price	NOUN
absel-72	193	8	(	(	PUNCT
absel-72	193	9	dollars	dollar	NOUN
absel-72	193	10	per	per	ADP
absel-72	193	11	gallon	gallon	NOUN
absel-72	193	12	)	)	PUNCT
absel-72	193	13	.	.	PUNCT
absel-72	194	1	(	(	PUNCT
absel-72	194	2	n.d	n.d	PROPN
absel-72	194	3	.	.	PROPN
absel-72	194	4	)	)	PUNCT
absel-72	194	5	.	.	PUNCT
absel-72	195	1	infoctr@eia.doe.gov	infoctr@eia.doe.gov	PROPN
absel-72	195	2	.	.	PUNCT
absel-72	196	1	retrieved	retrieve	VERB
absel-72	196	2	march	march	PROPN
absel-72	196	3	21	21	NUM
absel-72	196	4	,	,	PUNCT
absel-72	196	5	2011	2011	NUM
absel-72	196	6	,	,	PUNCT
absel-72	196	7	from	from	ADP
absel-72	196	8	http://tonto.eia.gov/dnav/pet/	http://tonto.eia.gov/dnav/pet/	ADP
absel-72	196	9	hist	hist	PROPN
absel-72	196	10	/	/	SYM
absel-72	196	11	leafhandler.ashx	leafhandler.ashx	NOUN
absel-72	196	12	?	?	PUNCT
absel-72	197	1	n	n	CCONJ
absel-72	198	1	=	=	NOUN
absel-72	198	2	pet&s	pet&	VERB
absel-72	198	3	=	=	NUM
absel-72	198	4	w_epllpa_pwr_sin_dpg	w_epllpa_pwr_sin_dpg	ADJ
absel-72	198	5	page	page	NOUN
absel-72	198	6	97	97	NUM
absel-72	198	7	developments	development	NOUN
absel-72	198	8	in	in	ADP
absel-72	198	9	business	business	NOUN
absel-72	198	10	simulation	simulation	NOUN
absel-72	198	11	and	and	CCONJ
absel-72	198	12	experiential	experiential	ADJ
absel-72	198	13	learning	learning	NOUN
absel-72	198	14	,	,	PUNCT
absel-72	198	15	volume	volume	NOUN
absel-72	198	16	39	39	NUM
absel-72	198	17	,	,	PUNCT
absel-72	198	18	2012	2012	NUM
absel-72	198	19	appendix	appendix	VERB
absel-72	198	20	1	1	NUM
absel-72	198	21	wholesale	wholesale	ADJ
absel-72	198	22	prices	price	NOUN
absel-72	198	23	–	–	PUNCT
absel-72	198	24	20	20	NUM
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absel-72	198	29	in	in	ADP
absel-72	198	30	business	business	NOUN
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absel-72	198	47	–	–	PUNCT
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absel-72	198	53	in	in	ADP
absel-72	198	54	business	business	NOUN
absel-72	198	55	simulation	simulation	NOUN
absel-72	198	56	and	and	CCONJ
absel-72	198	57	experiential	experiential	ADJ
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absel-72	198	59	,	,	PUNCT
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absel-72	198	71	-	-	SYM
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absel-72	198	76	mar	mar	PROPN
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absel-72	198	84	mar	mar	PROPN
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absel-72	198	88	nov	nov	PROPN
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absel-72	198	92	mar	mar	PROPN
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absel-72	198	119	-	-	SYM
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absel-72	198	127	-	-	SYM
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absel-72	198	132	mar	mar	PROPN
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absel-72	198	140	mar	mar	PROPN
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absel-72	198	147	-	-	PUNCT
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absel-72	198	152	nov	nov	PROPN
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absel-72	198	156	mar	mar	PROPN
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absel-72	198	159	-	-	SYM
absel-72	198	160	nov	nov	PROPN
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absel-72	198	164	mar	mar	PROPN
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absel-72	198	167	-	-	SYM
absel-72	198	168	nov	nov	PROPN
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absel-72	198	172	mar	mar	PROPN
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absel-72	198	188	mar	mar	PROPN
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absel-72	198	192	nov	nov	PROPN
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absel-72	198	216	nov	nov	PROPN
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absel-72	198	228	mar	mar	PROPN
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absel-72	198	231	-	-	PUNCT
absel-72	198	232	dec	dec	PROPN
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absel-72	198	236	mar	mar	PROPN
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absel-72	198	239	-	-	PUNCT
absel-72	198	240	dec	dec	PROPN
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absel-72	198	248	dec	dec	PROPN
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absel-72	198	252	mar	mar	PROPN
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absel-72	198	255	-	-	PUNCT
absel-72	198	256	dec	dec	PROPN
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absel-72	198	258	1	1	NUM
absel-72	198	259	-	-	PUNCT
absel-72	198	260	apr	apr	NOUN
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absel-72	198	264	dec	dec	PROPN
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absel-72	198	267	-	-	PUNCT
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absel-72	198	272	dec	dec	PROPN
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absel-72	198	275	-	-	PUNCT
absel-72	198	276	apr	apr	NOUN
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absel-72	198	279	-	-	PUNCT
absel-72	198	280	dec	dec	PROPN
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absel-72	198	283	-	-	PUNCT
absel-72	198	284	apr	apr	NOUN
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absel-72	198	287	-	-	PUNCT
absel-72	198	288	dec	dec	PROPN
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absel-72	198	291	-	-	PUNCT
absel-72	198	292	apr	apr	NOUN
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absel-72	198	295	-	-	PUNCT
absel-72	198	296	dec	dec	PROPN
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absel-72	198	299	-	-	PUNCT
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absel-72	198	303	-	-	PUNCT
absel-72	198	304	dec	dec	PROPN
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absel-72	198	307	-	-	PUNCT
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absel-72	198	312	dec	dec	PROPN
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absel-72	198	315	-	-	PUNCT
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absel-72	198	320	dec	dec	PROPN
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absel-72	198	327	-	-	PUNCT
absel-72	198	328	dec	dec	PROPN
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absel-72	198	331	-	-	PUNCT
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absel-72	198	335	-	-	PUNCT
absel-72	198	336	dec	dec	PROPN
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absel-72	198	344	dec	dec	PROPN
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absel-72	198	347	-	-	PUNCT
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absel-72	198	351	-	-	PUNCT
absel-72	198	352	dec	dec	PROPN
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absel-72	198	360	dec	dec	PROPN
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absel-72	198	368	dec	dec	PROPN
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absel-72	198	376	dec	dec	PROPN
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absel-72	198	379	-	-	PUNCT
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absel-72	198	383	-	-	PUNCT
absel-72	198	384	dec	dec	PROPN
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absel-72	198	387	-	-	PUNCT
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absel-72	198	391	-	-	PUNCT
absel-72	198	392	dec	dec	PROPN
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absel-72	198	395	-	-	PUNCT
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absel-72	198	399	-	-	PUNCT
absel-72	198	400	dec	dec	PROPN
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absel-72	198	403	-	-	PUNCT
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absel-72	198	407	-	-	PUNCT
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absel-72	198	411	-	-	PUNCT
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absel-72	198	419	-	-	PUNCT
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absel-72	198	427	-	-	PUNCT
absel-72	198	428	may	may	AUX
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absel-72	198	435	-	-	PUNCT
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absel-72	198	444	and	and	CCONJ
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absel-72	198	468	-	-	PUNCT
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absel-72	198	475	-	-	PUNCT
absel-72	198	476	may	may	AUX
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absel-72	198	478	2	2	NUM
absel-72	198	479	-	-	PUNCT
absel-72	198	480	sep	sep	PROPN
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absel-72	198	482	-	-	PUNCT
absel-72	198	483	jan	jan	PROPN
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absel-72	198	485	4	4	NUM
absel-72	198	486	-	-	PUNCT
absel-72	198	487	may	may	AUX
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absel-72	198	489	3	3	NUM
absel-72	198	490	-	-	PUNCT
absel-72	198	491	sep	sep	NOUN
absel-72	198	492	8	8	NUM
absel-72	198	493	-	-	PUNCT
absel-72	198	494	jan	jan	PROPN
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absel-72	198	496	5	5	NUM
absel-72	198	497	-	-	PUNCT
absel-72	198	498	may	may	AUX
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absel-72	198	500	7	7	NUM
absel-72	198	501	-	-	PUNCT
absel-72	198	502	sep	sep	PROPN
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absel-72	198	504	-	-	SYM
absel-72	198	505	jan	jan	PROPN
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absel-72	198	508	-	-	PUNCT
absel-72	198	509	may	may	AUX
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absel-72	198	511	8	8	NUM
absel-72	198	512	-	-	PUNCT
absel-72	198	513	sep	sep	PROPN
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absel-72	198	515	-	-	PUNCT
absel-72	198	516	jan	jan	PROPN
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absel-72	198	519	-	-	PUNCT
absel-72	198	520	may	may	PROPN
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absel-72	198	523	-	-	PUNCT
absel-72	198	524	sep	sep	NOUN
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absel-72	198	526	-	-	SYM
absel-72	198	527	jan	jan	PROPN
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absel-72	198	530	-	-	PUNCT
absel-72	198	531	may	may	AUX
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absel-72	198	533	10	10	NUM
absel-72	198	534	-	-	PUNCT
absel-72	198	535	sep	sep	PROPN
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absel-72	198	537	-	-	SYM
absel-72	198	538	jan	jan	PROPN
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absel-72	198	540	11	11	NUM
absel-72	198	541	-	-	PUNCT
absel-72	198	542	may	may	AUX
absel-72	198	543	1.1240	1.1240	NUM
absel-72	198	544	13	13	NUM
absel-72	198	545	-	-	PUNCT
absel-72	198	546	sep	sep	PROPN
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absel-72	198	548	-	-	PUNCT
absel-72	198	549	jan	jan	PROPN
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absel-72	198	551	12	12	NUM
absel-72	198	552	-	-	PUNCT
absel-72	198	553	may	may	AUX
absel-72	198	554	1.1300	1.1300	NUM
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absel-72	198	556	-	-	PUNCT
absel-72	198	557	sep	sep	PROPN
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absel-72	198	559	-	-	PUNCT
absel-72	198	560	jan	jan	PROPN
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absel-72	198	563	-	-	PUNCT
absel-72	198	564	may	may	AUX
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absel-72	198	566	15	15	NUM
absel-72	198	567	-	-	PUNCT
absel-72	198	568	sep	sep	NOUN
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absel-72	198	570	-	-	PUNCT
absel-72	198	571	jan	jan	PROPN
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absel-72	198	574	-	-	PUNCT
absel-72	198	575	may	may	AUX
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absel-72	198	578	-	-	PUNCT
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absel-72	198	581	-	-	PUNCT
absel-72	198	582	jan	jan	PROPN
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absel-72	198	584	17	17	NUM
absel-72	198	585	-	-	PUNCT
absel-72	198	586	may	may	AUX
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absel-72	198	589	-	-	PUNCT
absel-72	198	590	sep	sep	PROPN
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absel-72	198	592	-	-	PUNCT
absel-72	198	593	jan	jan	PROPN
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absel-72	198	596	-	-	PUNCT
absel-72	198	597	may	may	PROPN
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absel-72	198	599	20	20	NUM
absel-72	198	600	-	-	PUNCT
absel-72	198	601	sep	sep	PROPN
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absel-72	198	603	-	-	PUNCT
absel-72	198	604	jan	jan	PROPN
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absel-72	198	607	-	-	PUNCT
absel-72	198	608	may	may	PROPN
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absel-72	198	611	-	-	PUNCT
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absel-72	198	614	-	-	PUNCT
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absel-72	198	618	-	-	PUNCT
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absel-72	198	622	-	-	PUNCT
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absel-72	198	625	-	-	SYM
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absel-72	198	629	-	-	PUNCT
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absel-72	198	633	-	-	PUNCT
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absel-72	198	636	-	-	SYM
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absel-72	198	640	-	-	PUNCT
absel-72	198	641	may	may	PROPN
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absel-72	198	644	-	-	PUNCT
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absel-72	198	647	-	-	PUNCT
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absel-72	198	651	-	-	PUNCT
absel-72	198	652	may	may	AUX
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absel-72	198	655	-	-	PUNCT
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absel-72	198	658	-	-	SYM
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absel-72	198	662	-	-	PUNCT
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absel-72	198	666	-	-	PUNCT
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absel-72	198	669	-	-	SYM
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absel-72	198	673	-	-	PUNCT
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absel-72	198	677	-	-	PUNCT
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absel-72	198	680	-	-	SYM
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absel-72	198	684	-	-	PUNCT
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absel-72	198	688	-	-	PUNCT
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absel-72	198	691	-	-	SYM
absel-72	198	692	feb	feb	NOUN
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absel-72	198	694	1	1	NUM
absel-72	198	695	-	-	PUNCT
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absel-72	198	699	-	-	PUNCT
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absel-72	198	702	-	-	SYM
absel-72	198	703	feb	feb	NOUN
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absel-72	198	705	2	2	NUM
absel-72	198	706	-	-	PUNCT
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absel-72	198	710	-	-	PUNCT
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absel-72	198	713	-	-	SYM
absel-72	198	714	feb	feb	NOUN
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absel-72	198	716	3	3	NUM
absel-72	198	717	-	-	PUNCT
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absel-72	198	720	5	5	NUM
absel-72	198	721	-	-	PUNCT
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absel-72	198	724	-	-	PUNCT
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absel-72	198	727	4	4	NUM
absel-72	198	728	-	-	PUNCT
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absel-72	198	731	6	6	NUM
absel-72	198	732	-	-	PUNCT
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absel-72	198	735	-	-	PUNCT
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absel-72	198	738	7	7	NUM
absel-72	198	739	-	-	PUNCT
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absel-72	198	742	7	7	NUM
absel-72	198	743	-	-	PUNCT
absel-72	198	744	oct	oct	NOUN
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absel-72	198	746	-	-	SYM
absel-72	198	747	feb	feb	NOUN
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absel-72	198	749	8	8	NUM
absel-72	198	750	-	-	PUNCT
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absel-72	198	753	8	8	NUM
absel-72	198	754	-	-	PUNCT
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absel-72	198	757	-	-	PUNCT
absel-72	198	758	feb	feb	NOUN
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absel-72	198	761	-	-	PUNCT
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absel-72	198	764	11	11	NUM
absel-72	198	765	-	-	PUNCT
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absel-72	198	768	-	-	PUNCT
absel-72	198	769	feb	feb	NOUN
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absel-72	198	772	-	-	PUNCT
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absel-72	198	776	-	-	PUNCT
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absel-72	198	779	-	-	SYM
absel-72	198	780	feb	feb	NOUN
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absel-72	198	783	-	-	PUNCT
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absel-72	198	787	-	-	PUNCT
absel-72	198	788	oct	oct	NOUN
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absel-72	198	790	-	-	PUNCT
absel-72	198	791	feb	feb	NOUN
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absel-72	198	794	-	-	PUNCT
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absel-72	198	798	-	-	PUNCT
absel-72	198	799	oct	oct	PROPN
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absel-72	198	801	-	-	PUNCT
absel-72	198	802	feb	feb	PROPN
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absel-72	198	805	-	-	PUNCT
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absel-72	198	809	-	-	PUNCT
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absel-72	198	812	-	-	PUNCT
absel-72	198	813	feb	feb	NOUN
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absel-72	198	815	16	16	NUM
absel-72	198	816	-	-	PUNCT
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absel-72	198	820	-	-	PUNCT
absel-72	198	821	oct	oct	NOUN
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absel-72	198	823	-	-	SYM
absel-72	198	824	feb	feb	NOUN
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absel-72	198	827	-	-	PUNCT
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absel-72	198	831	-	-	PUNCT
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absel-72	198	834	-	-	PUNCT
absel-72	198	835	feb	feb	NOUN
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absel-72	198	838	-	-	PUNCT
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absel-72	198	842	-	-	PUNCT
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absel-72	198	845	-	-	PUNCT
absel-72	198	846	feb	feb	PROPN
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absel-72	198	848	21	21	NUM
absel-72	198	849	-	-	PUNCT
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absel-72	198	853	-	-	PUNCT
absel-72	198	854	oct	oct	PROPN
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absel-72	198	856	-	-	PUNCT
absel-72	198	857	feb	feb	NOUN
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absel-72	198	860	-	-	PUNCT
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absel-72	198	864	-	-	PUNCT
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absel-72	198	867	-	-	PUNCT
absel-72	198	868	jun	jun	PROPN
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absel-72	198	870	25	25	NUM
absel-72	198	871	-	-	PUNCT
absel-72	198	872	oct	oct	NOUN
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absel-72	198	874	-	-	PUNCT
absel-72	198	875	jun	jun	PROPN
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absel-72	198	878	-	-	PUNCT
absel-72	198	879	oct	oct	NOUN
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absel-72	198	881	-	-	PUNCT
absel-72	198	882	jun	jun	PROPN
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absel-72	198	885	-	-	PUNCT
absel-72	198	886	oct	oct	PROPN
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absel-72	198	888	-	-	PUNCT
absel-72	198	889	jun	jun	PROPN
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absel-72	198	892	-	-	PUNCT
absel-72	198	893	oct	oct	PROPN
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absel-72	198	895	-	-	PUNCT
absel-72	198	896	jun	jun	PROPN
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absel-72	198	898	29	29	NUM
absel-72	198	899	-	-	PUNCT
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absel-72	198	902	-	-	PUNCT
absel-72	198	903	jun	jun	NOUN
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absel-72	198	925	of	of	ADP
absel-72	198	926	model	model	NOUN
absel-72	198	927	1	1	NUM
absel-72	198	928	date	date	NOUN
absel-72	198	929	actual	actual	ADJ
absel-72	198	930	mean	mean	NOUN
absel-72	198	931	predict	predict	VERB
absel-72	198	932	error	error	NOUN
absel-72	198	933	date	date	NOUN
absel-72	198	934	actual	actual	ADJ
absel-72	198	935	11/1/2010	11/1/2010	NUM
absel-72	198	936	1.266	1.266	NUM
absel-72	198	937	1.1804	1.1804	NUM
absel-72	198	938	0.0856	0.0856	NUM
absel-72	198	939	12/15/2010	12/15/2010	NUM
absel-72	198	940	1.309	1.309	NUM
absel-72	198	941	11/2/2010	11/2/2010	NUM
absel-72	198	942	1.278	1.278	NUM
absel-72	198	943	1.1794	1.1794	NUM
absel-72	198	944	0.0986	0.0986	NUM
absel-72	198	945	12/16/2010	12/16/2010	NUM
absel-72	198	946	1.303	1.303	NUM
absel-72	198	947	11/3/2010	11/3/2010	NUM
absel-72	198	948	1.275	1.275	NUM
absel-72	198	949	1.1797	1.1797	NUM
absel-72	198	950	0.0953	0.0953	NUM
absel-72	198	951	12/17/2010	12/17/2010	NUM
absel-72	198	952	1.311	1.311	NUM
absel-72	198	953	11/4/2010	11/4/2010	NUM
absel-72	198	954	1.278	1.278	NUM
absel-72	198	955	1.1807	1.1807	NUM
absel-72	198	956	0.0973	0.0973	NUM
absel-72	198	957	12/20/2010	12/20/2010	NUM
absel-72	198	958	1.320	1.320	NUM
absel-72	198	959	11/5/2010	11/5/2010	NUM
absel-72	198	960	1.281	1.281	NUM
absel-72	198	961	1.1815	1.1815	NUM
absel-72	198	962	0.0995	0.0995	NUM
absel-72	198	963	12/21/2010	12/21/2010	NUM
absel-72	198	964	1.321	1.321	NUM
absel-72	198	965	11/8/2010	11/8/2010	NUM
absel-72	198	966	1.280	1.280	NUM
absel-72	198	967	1.1822	1.1822	NUM
absel-72	198	968	0.0978	0.0978	NUM
absel-72	198	969	12/22/2010	12/22/2010	NUM
absel-72	198	970	1.328	1.328	NUM
absel-72	198	971	11/9/2010	11/9/2010	NUM
absel-72	198	972	1.280	1.280	NUM
absel-72	198	973	1.1768	1.1768	NUM
absel-72	198	974	0.1032	0.1032	NUM
absel-72	198	975	12/23/2010	12/23/2010	NUM
absel-72	198	976	1.338	1.338	NUM
absel-72	198	977	11/10/2010	11/10/2010	NUM
absel-72	198	978	1.283	1.283	NUM
absel-72	198	979	1.1774	1.1774	NUM
absel-72	198	980	0.1056	0.1056	NUM
absel-72	198	981	12/27/2010	12/27/2010	NUM
absel-72	198	982	1.339	1.339	NUM
absel-72	198	983	11/11/2010	11/11/2010	NUM
absel-72	198	984	1.280	1.280	NUM
absel-72	198	985	1.1694	1.1694	NUM
absel-72	198	986	0.1106	0.1106	NUM
absel-72	198	987	12/28/2010	12/28/2010	NUM
absel-72	198	988	1.339	1.339	NUM
absel-72	198	989	11/12/2010	11/12/2010	NUM
absel-72	198	990	1.258	1.258	NUM
absel-72	198	991	1.1688	1.1688	NUM
absel-72	198	992	0.0892	0.0892	NUM
absel-72	198	993	12/29/2010	12/29/2010	NUM
absel-72	198	994	1.338	1.338	NUM
absel-72	198	995	11/15/2010	11/15/2010	NUM
absel-72	198	996	1.254	1.254	NUM
absel-72	198	997	1.1692	1.1692	NUM
absel-72	198	998	0.0848	0.0848	NUM
absel-72	198	999	12/30/2010	12/30/2010	NUM
absel-72	198	1000	1.321	1.321	NUM
absel-72	198	1001	11/16/2010	11/16/2010	NUM
absel-72	198	1002	1.220	1.220	NUM
absel-72	198	1003	1.1720	1.1720	NUM
absel-72	198	1004	0.0480	0.0480	NUM
absel-72	198	1005	12/31/2010	12/31/2010	NUM
absel-72	198	1006	1.329	1.329	NUM
absel-72	198	1007	11/17/2010	11/17/2010	NUM
absel-72	198	1008	1.173	1.173	NUM
absel-72	198	1009	1.1752	1.1752	NUM
absel-72	198	1010	(	(	PUNCT
absel-72	198	1011	0.0022	0.0022	NUM
absel-72	198	1012	)	)	PUNCT
absel-72	198	1013	1/3/2011	1/3/2011	NUM
absel-72	198	1014	1.344	1.344	NUM
absel-72	198	1015	11/18/2010	11/18/2010	NUM
absel-72	198	1016	1.199	1.199	NUM
absel-72	198	1017	1.1774	1.1774	NUM
absel-72	198	1018	0.0216	0.0216	NUM
absel-72	198	1019	1/4/2011	1/4/2011	NUM
absel-72	198	1020	1.324	1.324	NUM
absel-72	198	1021	11/19/2010	11/19/2010	NUM
absel-72	198	1022	1.214	1.214	NUM
absel-72	198	1023	1.1796	1.1796	NUM
absel-72	198	1024	0.0344	0.0344	NUM
absel-72	198	1025	1/5/2011	1/5/2011	NUM
absel-72	198	1026	1.324	1.324	NUM
absel-72	198	1027	11/22/2010	11/22/2010	NUM
absel-72	198	1028	1.225	1.225	NUM
absel-72	198	1029	1.1793	1.1793	NUM
absel-72	198	1030	0.0457	0.0457	NUM
absel-72	198	1031	1/6/2011	1/6/2011	NUM
absel-72	198	1032	1.316	1.316	NUM
absel-72	198	1033	11/23/2010	11/23/2010	NUM
absel-72	198	1034	1.228	1.228	NUM
absel-72	198	1035	1.1762	1.1762	NUM
absel-72	198	1036	0.0518	0.0518	NUM
absel-72	198	1037	1/7/2011	1/7/2011	NUM
absel-72	198	1038	1.328	1.328	NUM
absel-72	198	1039	11/24/2010	11/24/2010	NUM
absel-72	198	1040	1.260	1.260	NUM
absel-72	198	1041	1.1783	1.1783	NUM
absel-72	198	1042	0.0817	0.0817	NUM
absel-72	198	1043	1/10/2011	1/10/2011	NUM
absel-72	198	1044	1.348	1.348	NUM
absel-72	198	1045	11/26/2010	11/26/2010	NUM
absel-72	198	1046	1.260	1.260	NUM
absel-72	198	1047	1.1787	1.1787	NUM
absel-72	198	1048	0.0813	0.0813	NUM
absel-72	198	1049	1/11/2011	1/11/2011	NUM
absel-72	198	1050	1.366	1.366	NUM
absel-72	198	1051	11/29/2010	11/29/2010	NUM
absel-72	198	1052	1.269	1.269	NUM
absel-72	198	1053	1.1781	1.1781	NUM
absel-72	198	1054	0.0909	0.0909	NUM
absel-72	198	1055	1/12/2011	1/12/2011	NUM
absel-72	198	1056	1.370	1.370	NUM
absel-72	198	1057	11/30/2010	11/30/2010	NUM
absel-72	198	1058	1.269	1.269	NUM
absel-72	198	1059	1.1774	1.1774	NUM
absel-72	198	1060	0.0916	0.0916	NUM
absel-72	198	1061	1/13/2011	1/13/2011	NUM
absel-72	198	1062	1.350	1.350	NUM
absel-72	198	1063	12/1/2010	12/1/2010	NUM
absel-72	198	1064	1.253	1.253	NUM
absel-72	198	1065	1.1780	1.1780	NUM
absel-72	198	1066	0.0750	0.0750	NUM
absel-72	198	1067	1/14/2011	1/14/2011	NUM
absel-72	198	1068	1.358	1.358	NUM
absel-72	198	1069	12/2/2010	12/2/2010	NUM
absel-72	198	1070	1.251	1.251	NUM
absel-72	198	1071	1.1776	1.1776	NUM
absel-72	198	1072	0.0734	0.0734	NUM
absel-72	198	1073	1/18/2011	1/18/2011	NUM
absel-72	198	1074	1.359	1.359	NUM
absel-72	198	1075	12/3/2010	12/3/2010	NUM
absel-72	198	1076	1.249	1.249	NUM
absel-72	198	1077	1.1765	1.1765	NUM
absel-72	198	1078	0.0725	0.0725	NUM
absel-72	198	1079	1/19/2011	1/19/2011	NUM
absel-72	198	1080	1.361	1.361	NUM
absel-72	198	1081	12/6/2010	12/6/2010	NUM
absel-72	198	1082	1.253	1.253	NUM
absel-72	198	1083	1.1766	1.1766	NUM
absel-72	198	1084	0.0764	0.0764	NUM
absel-72	198	1085	1/20/2011	1/20/2011	NUM
absel-72	198	1086	1.355	1.355	NUM
absel-72	198	1087	12/7/2010	12/7/2010	NUM
absel-72	198	1088	1.251	1.251	NUM
absel-72	198	1089	1.1751	1.1751	NUM
absel-72	198	1090	0.0759	0.0759	NUM
absel-72	198	1091	1/21/2011	1/21/2011	NUM
absel-72	198	1092	1.364	1.364	NUM
absel-72	198	1093	12/8/2010	12/8/2010	NUM
absel-72	198	1094	1.259	1.259	NUM
absel-72	198	1095	1.1756	1.1756	NUM
absel-72	198	1096	0.0834	0.0834	NUM
absel-72	198	1097	1/24/2011	1/24/2011	NUM
absel-72	198	1098	1.363	1.363	NUM
absel-72	198	1099	12/9/2010	12/9/2010	NUM
absel-72	198	1100	1.258	1.258	NUM
absel-72	198	1101	1.1731	1.1731	NUM
absel-72	198	1102	0.0849	0.0849	NUM
absel-72	198	1103	1/25/2011	1/25/2011	NUM
absel-72	198	1104	1.340	1.340	NUM
absel-72	198	1105	12/10/2010	12/10/2010	NUM
absel-72	198	1106	1.263	1.263	NUM
absel-72	198	1107	1.1741	1.1741	NUM
absel-72	198	1108	0.0889	0.0889	NUM
absel-72	198	1109	1/26/2011	1/26/2011	NUM
absel-72	198	1110	1.358	1.358	NUM
absel-72	198	1111	page	page	NOUN
absel-72	198	1112	102	102	NUM
absel-72	198	1113	developments	development	NOUN
absel-72	198	1114	in	in	ADP
absel-72	198	1115	business	business	NOUN
absel-72	198	1116	simulation	simulation	NOUN
absel-72	198	1117	and	and	CCONJ
absel-72	198	1118	experiential	experiential	ADJ
absel-72	198	1119	learning	learning	NOUN
absel-72	198	1120	,	,	PUNCT
absel-72	198	1121	volume	volume	NOUN
absel-72	198	1122	39	39	NUM
absel-72	198	1123	,	,	PUNCT
absel-72	198	1124	2012	2012	NUM
absel-72	198	1125	page	page	NOUN
absel-72	198	1126	103	103	NUM
absel-72	198	1127	developments	development	NOUN
absel-72	198	1128	in	in	ADP
absel-72	198	1129	business	business	NOUN
absel-72	198	1130	simulation	simulation	NOUN
absel-72	198	1131	and	and	CCONJ
absel-72	198	1132	experiential	experiential	ADJ
absel-72	198	1133	learning	learning	NOUN
absel-72	198	1134	,	,	PUNCT
absel-72	198	1135	volume	volume	NOUN
absel-72	198	1136	39	39	NUM
absel-72	198	1137	,	,	PUNCT
absel-72	198	1138	2012	2012	NUM
absel-72	198	1139	test	test	NOUN
absel-72	198	1140	of	of	ADP
absel-72	198	1141	model	model	NOUN
absel-72	198	1142	2	2	NUM
absel-72	198	1143	date	date	NOUN
absel-72	198	1144	actual	actual	ADJ
absel-72	198	1145	mean	mean	NOUN
absel-72	198	1146	predict	predict	VERB
absel-72	198	1147	error	error	NOUN
absel-72	198	1148	date	date	NOUN
absel-72	198	1149	actual	actual	ADJ
absel-72	198	1150	mean	mean	NOUN
absel-72	198	1151	predict	predict	VERB
absel-72	198	1152	11/1/2010	11/1/2010	NUM
absel-72	198	1153	1.2660	1.2660	NUM
absel-72	198	1154	1.2021	1.2021	NUM
absel-72	198	1155	0.0639	0.0639	NUM
absel-72	198	1156	12/15/2010	12/15/2010	NUM
absel-72	198	1157	1.3090	1.3090	NUM
absel-72	198	1158	1.2921	1.2921	NUM
absel-72	198	1159	11/2/2010	11/2/2010	NUM
absel-72	198	1160	1.2780	1.2780	NUM
absel-72	198	1161	1.2197	1.2197	NUM
absel-72	198	1162	0.0583	0.0583	NUM
absel-72	198	1163	12/16/2010	12/16/2010	NUM
absel-72	198	1164	1.3030	1.3030	NUM
absel-72	198	1165	1.2963	1.2963	NUM
absel-72	198	1166	11/3/2010	11/3/2010	NUM
absel-72	198	1167	1.2750	1.2750	NUM
absel-72	198	1168	1.2446	1.2446	NUM
absel-72	198	1169	0.0304	0.0304	NUM
absel-72	198	1170	12/17/2010	12/17/2010	NUM
absel-72	198	1171	1.3110	1.3110	NUM
absel-72	198	1172	1.2915	1.2915	NUM
absel-72	198	1173	11/4/2010	11/4/2010	NUM
absel-72	198	1174	1.2780	1.2780	NUM
absel-72	198	1175	1.2493	1.2493	NUM
absel-72	198	1176	0.0287	0.0287	NUM
absel-72	198	1177	12/20/2010	12/20/2010	NUM
absel-72	198	1178	1.3200	1.3200	NUM
absel-72	198	1179	1.2993	1.2993	NUM
absel-72	198	1180	11/5/2010	11/5/2010	NUM
absel-72	198	1181	1.2810	1.2810	NUM
absel-72	198	1182	1.2338	1.2338	NUM
absel-72	198	1183	0.0472	0.0472	NUM
absel-72	198	1184	12/21/2010	12/21/2010	NUM
absel-72	198	1185	1.3210	1.3210	NUM
absel-72	198	1186	1.3160	1.3160	NUM
absel-72	198	1187	11/8/2010	11/8/2010	NUM
absel-72	198	1188	1.2800	1.2800	NUM
absel-72	198	1189	1.2474	1.2474	NUM
absel-72	198	1190	0.0326	0.0326	NUM
absel-72	198	1191	12/22/2010	12/22/2010	NUM
absel-72	198	1192	1.3280	1.3280	NUM
absel-72	198	1193	1.3091	1.3091	NUM
absel-72	198	1194	11/9/2010	11/9/2010	NUM
absel-72	198	1195	1.2800	1.2800	NUM
absel-72	198	1196	1.2582	1.2582	NUM
absel-72	198	1197	0.0218	0.0218	NUM
absel-72	198	1198	12/23/2010	12/23/2010	NUM
absel-72	198	1199	1.3380	1.3380	NUM
absel-72	198	1200	1.3131	1.3131	NUM
absel-72	198	1201	11/10/2010	11/10/2010	NUM
absel-72	198	1202	1.2830	1.2830	NUM
absel-72	198	1203	1.2740	1.2740	NUM
absel-72	198	1204	0.0090	0.0090	NUM
absel-72	198	1205	12/27/2010	12/27/2010	NUM
absel-72	198	1206	1.3390	1.3390	NUM
absel-72	198	1207	1.2903	1.2903	NUM
absel-72	198	1208	11/11/2010	11/11/2010	NUM
absel-72	198	1209	1.2800	1.2800	NUM
absel-72	198	1210	1.2628	1.2628	NUM
absel-72	198	1211	0.0172	0.0172	NUM
absel-72	198	1212	12/28/2010	12/28/2010	NUM
absel-72	198	1213	1.3390	1.3390	NUM
absel-72	198	1214	1.2659	1.2659	NUM
absel-72	198	1215	11/12/2010	11/12/2010	NUM
absel-72	198	1216	1.2580	1.2580	NUM
absel-72	198	1217	1.2925	1.2925	NUM
absel-72	198	1218	(	(	PUNCT
absel-72	198	1219	0.0345	0.0345	NUM
absel-72	198	1220	)	)	PUNCT
absel-72	198	1221	12/29/2010	12/29/2010	NUM
absel-72	198	1222	1.3380	1.3380	NUM
absel-72	198	1223	1.2789	1.2789	NUM
absel-72	198	1224	11/15/2010	11/15/2010	NUM
absel-72	198	1225	1.2540	1.2540	NUM
absel-72	198	1226	1.2707	1.2707	NUM
absel-72	198	1227	(	(	PUNCT
absel-72	198	1228	0.0167	0.0167	NUM
absel-72	198	1229	)	)	PUNCT
absel-72	198	1230	12/30/2010	12/30/2010	NUM
absel-72	198	1231	1.3210	1.3210	NUM
absel-72	198	1232	1.2846	1.2846	NUM
absel-72	198	1233	11/16/2010	11/16/2010	NUM
absel-72	198	1234	1.2200	1.2200	NUM
absel-72	198	1235	1.2628	1.2628	NUM
absel-72	198	1236	(	(	PUNCT
absel-72	198	1237	0.0428	0.0428	NUM
absel-72	198	1238	)	)	PUNCT
absel-72	198	1239	12/31/2010	12/31/2010	NUM
absel-72	198	1240	1.3290	1.3290	NUM
absel-72	198	1241	1.3007	1.3007	NUM
absel-72	198	1242	11/17/2010	11/17/2010	NUM
absel-72	198	1243	1.1730	1.1730	NUM
absel-72	198	1244	1.2385	1.2385	NUM
absel-72	198	1245	(	(	PUNCT
absel-72	198	1246	0.0655	0.0655	NUM
absel-72	198	1247	)	)	PUNCT
absel-72	198	1248	1/3/2011	1/3/2011	NUM
absel-72	198	1249	1.3440	1.3440	NUM
absel-72	198	1250	1.3188	1.3188	NUM
absel-72	198	1251	11/18/2010	11/18/2010	NUM
absel-72	198	1252	1.1990	1.1990	NUM
absel-72	198	1253	1.2270	1.2270	NUM
absel-72	198	1254	(	(	PUNCT
absel-72	198	1255	0.0280	0.0280	NUM
absel-72	198	1256	)	)	PUNCT
absel-72	198	1257	1/4/2011	1/4/2011	NUM
absel-72	198	1258	1.3240	1.3240	NUM
absel-72	198	1259	1.3344	1.3344	NUM
absel-72	198	1260	11/19/2010	11/19/2010	NUM
absel-72	198	1261	1.2140	1.2140	NUM
absel-72	198	1262	1.2377	1.2377	NUM
absel-72	198	1263	(	(	PUNCT
absel-72	198	1264	0.0237	0.0237	NUM
absel-72	198	1265	)	)	PUNCT
absel-72	198	1266	1/5/2011	1/5/2011	NUM
absel-72	198	1267	1.3240	1.3240	NUM
absel-72	198	1268	1.3565	1.3565	NUM
absel-72	198	1269	11/22/2010	11/22/2010	NUM
absel-72	198	1270	1.2250	1.2250	NUM
absel-72	198	1271	1.2469	1.2469	NUM
absel-72	198	1272	(	(	PUNCT
absel-72	198	1273	0.0219	0.0219	NUM
absel-72	198	1274	)	)	PUNCT
absel-72	198	1275	1/6/2011	1/6/2011	NUM
absel-72	198	1276	1.3160	1.3160	NUM
absel-72	198	1277	1.3621	1.3621	NUM
absel-72	198	1278	11/23/2010	11/23/2010	NUM
absel-72	198	1279	1.2280	1.2280	NUM
absel-72	198	1280	1.2521	1.2521	NUM
absel-72	198	1281	(	(	PUNCT
absel-72	198	1282	0.0241	0.0241	NUM
absel-72	198	1283	)	)	PUNCT
absel-72	198	1284	1/7/2011	1/7/2011	NUM
absel-72	198	1285	1.3280	1.3280	NUM
absel-72	198	1286	1.3715	1.3715	NUM
absel-72	198	1287	11/24/2010	11/24/2010	NUM
absel-72	198	1288	1.2600	1.2600	NUM
absel-72	198	1289	1.2771	1.2771	NUM
absel-72	198	1290	(	(	PUNCT
absel-72	198	1291	0.0171	0.0171	NUM
absel-72	198	1292	)	)	PUNCT
absel-72	198	1293	1/10/2011	1/10/2011	NUM
absel-72	198	1294	1.3480	1.3480	NUM
absel-72	198	1295	1.3701	1.3701	NUM
absel-72	198	1296	11/26/2010	11/26/2010	NUM
absel-72	198	1297	1.2600	1.2600	NUM
absel-72	198	1298	1.2700	1.2700	NUM
absel-72	198	1299	(	(	PUNCT
absel-72	198	1300	0.0100	0.0100	NUM
absel-72	198	1301	)	)	PUNCT
absel-72	198	1302	1/11/2011	1/11/2011	NUM
absel-72	198	1303	1.3660	1.3660	NUM
absel-72	198	1304	1.3687	1.3687	NUM
absel-72	198	1305	11/29/2010	11/29/2010	NUM
absel-72	198	1306	1.2690	1.2690	NUM
absel-72	198	1307	1.2838	1.2838	NUM
absel-72	198	1308	(	(	PUNCT
absel-72	198	1309	0.0148	0.0148	NUM
absel-72	198	1310	)	)	PUNCT
absel-72	198	1311	1/12/2011	1/12/2011	NUM
absel-72	198	1312	1.3700	1.3700	NUM
absel-72	198	1313	1.3760	1.3760	NUM
absel-72	198	1314	11/30/2010	11/30/2010	NUM
absel-72	198	1315	1.2690	1.2690	NUM
absel-72	198	1316	1.2890	1.2890	NUM
absel-72	198	1317	(	(	PUNCT
absel-72	198	1318	0.0200	0.0200	NUM
absel-72	198	1319	)	)	PUNCT
absel-72	198	1320	1/13/2011	1/13/2011	NUM
absel-72	198	1321	1.3500	1.3500	NUM
absel-72	198	1322	1.3714	1.3714	NUM
absel-72	198	1323	12/1/2010	12/1/2010	NUM
absel-72	198	1324	1.2530	1.2530	NUM
absel-72	198	1325	1.2720	1.2720	NUM
absel-72	198	1326	(	(	PUNCT
absel-72	198	1327	0.0190	0.0190	NUM
absel-72	198	1328	)	)	PUNCT
absel-72	198	1329	1/14/2011	1/14/2011	NUM
absel-72	198	1330	1.3580	1.3580	NUM
absel-72	198	1331	1.3716	1.3716	NUM
absel-72	198	1332	12/2/2010	12/2/2010	NUM
absel-72	198	1333	1.2510	1.2510	NUM
absel-72	198	1334	1.2515	1.2515	NUM
absel-72	198	1335	(	(	PUNCT
absel-72	198	1336	0.0005	0.0005	NUM
absel-72	198	1337	)	)	PUNCT
absel-72	198	1338	1/18/2011	1/18/2011	NUM
absel-72	198	1339	1.3590	1.3590	NUM
absel-72	198	1340	1.3476	1.3476	NUM
absel-72	198	1341	12/3/2010	12/3/2010	NUM
absel-72	198	1342	1.2490	1.2490	NUM
absel-72	198	1343	1.2427	1.2427	NUM
absel-72	198	1344	0.0063	0.0063	NUM
absel-72	198	1345	1/19/2011	1/19/2011	NUM
absel-72	198	1346	1.3610	1.3610	NUM
absel-72	198	1347	1.3531	1.3531	NUM
absel-72	198	1348	12/6/2010	12/6/2010	NUM
absel-72	198	1349	1.2530	1.2530	NUM
absel-72	198	1350	1.2554	1.2554	NUM
absel-72	198	1351	(	(	PUNCT
absel-72	198	1352	0.0024	0.0024	NUM
absel-72	198	1353	)	)	PUNCT
absel-72	198	1354	1/20/2011	1/20/2011	NUM
absel-72	198	1355	1.3550	1.3550	NUM
absel-72	198	1356	1.3628	1.3628	NUM
absel-72	198	1357	12/7/2010	12/7/2010	NUM
absel-72	199	1	1.2510	1.2510	NUM
absel-72	199	2	1.2527	1.2527	NUM
absel-72	199	3	(	(	PUNCT
absel-72	199	4	0.0017	0.0017	NUM
absel-72	199	5	)	)	PUNCT
absel-72	199	6	1/21/2011	1/21/2011	NUM
absel-72	199	7	1.3640	1.3640	NUM
absel-72	199	8	1.3480	1.3480	NUM
absel-72	199	9	12/8/2010	12/8/2010	NUM
absel-72	199	10	1.2590	1.2590	NUM
absel-72	199	11	1.2595	1.2595	NUM
absel-72	199	12	(	(	PUNCT
absel-72	199	13	0.0005	0.0005	NUM
absel-72	199	14	)	)	PUNCT
absel-72	199	15	1/24/2011	1/24/2011	NUM
absel-72	199	16	1.3630	1.3630	NUM
absel-72	199	17	1.3406	1.3406	NUM
absel-72	199	18	12/9/2010	12/9/2010	NUM
absel-72	199	19	1.2580	1.2580	NUM
absel-72	199	20	1.2549	1.2549	NUM
absel-72	199	21	0.0031	0.0031	NUM
absel-72	199	22	1/25/2011	1/25/2011	NUM
absel-72	199	23	1.3400	1.3400	NUM
absel-72	199	24	1.3530	1.3530	NUM
absel-72	199	25	12/10/2010	12/10/2010	NUM
absel-72	199	26	1.2630	1.2630	NUM
absel-72	199	27	1.2523	1.2523	NUM
absel-72	199	28	0.0107	0.0107	NUM
absel-72	199	29	1/26/2011	1/26/2011	NUM
absel-72	199	30	1.3580	1.3580	NUM
absel-72	199	31	1.3673	1.3673	NUM
absel-72	199	32	12/13/2010	12/13/2010	NUM
absel-72	199	33	1.2820	1.2820	NUM
absel-72	199	34	1.2476	1.2476	NUM
absel-72	199	35	0.0344	0.0344	NUM
absel-72	199	36	1/27/2011	1/27/2011	NUM
absel-72	199	37	1.3340	1.3340	NUM
absel-72	199	38	1.3382	1.3382	NUM
absel-72	199	39	12/14/2010	12/14/2010	NUM
absel-72	199	40	1.3040	1.3040	NUM
absel-72	199	41	1.2775	1.2775	NUM
absel-72	199	42	0.0265	0.0265	NUM
absel-72	199	43	1/28/2011	1/28/2011	NUM
absel-72	199	44	1.3350	1.3350	NUM
absel-72	199	45	1.3254	1.3254	NUM
absel-72	199	46	page	page	NOUN
absel-72	199	47	104	104	NUM
absel-72	199	48	developments	development	NOUN
absel-72	199	49	in	in	ADP
absel-72	199	50	business	business	NOUN
absel-72	199	51	simulation	simulation	NOUN
absel-72	199	52	and	and	CCONJ
absel-72	199	53	experiential	experiential	ADJ
absel-72	199	54	learning	learning	NOUN
absel-72	199	55	,	,	PUNCT
absel-72	199	56	volume	volume	NOUN
absel-72	199	57	39	39	NUM
absel-72	199	58	,	,	PUNCT
absel-72	199	59	2012	2012	NUM
absel-72	199	60	page	page	NOUN
absel-72	199	61	105	105	NUM
absel-72	199	62	developments	development	NOUN
absel-72	199	63	in	in	ADP
absel-72	199	64	business	business	NOUN
absel-72	199	65	simulation	simulation	NOUN
absel-72	199	66	and	and	CCONJ
absel-72	199	67	experiential	experiential	ADJ
absel-72	199	68	learning	learning	NOUN
absel-72	199	69	,	,	PUNCT
absel-72	199	70	volume	volume	NOUN
absel-72	199	71	39	39	NUM
absel-72	199	72	,	,	PUNCT
absel-72	199	73	2012	2012	NUM
absel-72	199	74	appendix	appendix	VERB
absel-72	199	75	4	4	NUM
absel-72	199	76	tests	test	NOUN
absel-72	199	77	of	of	ADP
absel-72	199	78	models	model	NOUN
absel-72	199	79	12,716	12,716	NUM
absel-72	199	80	(	(	PUNCT
absel-72	199	81	70,548	70,548	NUM
absel-72	199	82	)	)	PUNCT
absel-72	199	83	(	(	PUNCT
absel-72	199	84	70,548	70,548	NUM
absel-72	199	85	)	)	PUNCT
absel-72	199	86	61,433	61,433	NUM
absel-72	199	87	test	test	NOUN
absel-72	199	88	of	of	ADP
absel-72	199	89	mean	mean	NOUN
absel-72	199	90	:	:	PUNCT
absel-72	199	91	(	(	PUNCT
absel-72	199	92	98,120	98,120	NUM
absel-72	199	93	)	)	PUNCT
absel-72	199	94	73,195	73,195	NUM
absel-72	199	95	1,709	1,709	NUM
absel-72	199	96	60,017	60,017	NUM
absel-72	199	97	sample	sample	NOUN
absel-72	199	98	mean	mean	NOUN
absel-72	199	99	:	:	PUNCT
absel-72	199	100	40,049	40,049	NUM
absel-72	199	101	217,144	217,144	NUM
absel-72	199	102	(	(	PUNCT
absel-72	199	103	97,572	97,572	NUM
absel-72	199	104	)	)	PUNCT
absel-72	199	105	sample	sample	NOUN
absel-72	199	106	std	std	NOUN
absel-72	199	107	:	:	PUNCT
absel-72	199	108	84,613	84,613	NUM
absel-72	199	109	120,287	120,287	NUM
absel-72	199	110	43,053	43,053	NUM
absel-72	199	111	std	std	NOUN
absel-72	199	112	error	error	NOUN
absel-72	199	113	:	:	PUNCT
absel-72	199	114	10,923	10,923	NUM
absel-72	199	115	110,366	110,366	NUM
absel-72	199	116	20,183	20,183	NUM
absel-72	199	117	89,553	89,553	NUM
absel-72	199	118	(	(	PUNCT
absel-72	199	119	71,986	71,986	NUM
absel-72	199	120	)	)	PUNCT
absel-72	199	121	t	t	PROPN
absel-72	199	122	stat	stat	PROPN
absel-72	199	123	3.67	3.67	NUM
absel-72	199	124	97,555	97,555	NUM
absel-72	199	125	69,036	69,036	NUM
absel-72	199	126	187,922	187,922	NUM
absel-72	199	127	54,487	54,487	NUM
absel-72	199	128	100,879	100,879	NUM
absel-72	199	129	(	(	PUNCT
absel-72	199	130	66,227	66,227	NUM
absel-72	199	131	)	)	PUNCT
absel-72	199	132	test	test	NOUN
absel-72	199	133	of	of	ADP
absel-72	199	134	proportion	proportion	NOUN
absel-72	199	135	:	:	PUNCT
absel-72	199	136	(	(	PUNCT
absel-72	199	137	50,825	50,825	NUM
absel-72	199	138	)	)	PUNCT
absel-72	199	139	234,210	234,210	NUM
absel-72	199	140	27,143	27,143	NUM
absel-72	199	141	8,640	8,640	NUM
absel-72	199	142	sample	sample	NOUN
absel-72	199	143	proportion	proportion	NOUN
absel-72	199	144	:	:	PUNCT
absel-72	199	145	0.25	0.25	NUM
absel-72	199	146	3,232	3,232	NUM
absel-72	199	147	26,303	26,303	NUM
absel-72	199	148	110,647	110,647	NUM
absel-72	199	149	(	(	PUNCT
absel-72	199	150	32,438	32,438	NUM
absel-72	199	151	)	)	PUNCT
absel-72	199	152	std	std	NOUN
absel-72	199	153	error	error	NOUN
absel-72	199	154	:	:	PUNCT
absel-72	199	155	0.0559	0.0559	NUM
absel-72	199	156	117,459	117,459	NUM
absel-72	199	157	124,305	124,305	NUM
absel-72	199	158	107,626	107,626	NUM
absel-72	199	159	(	(	PUNCT
absel-72	199	160	8,839	8,839	NUM
absel-72	199	161	)	)	PUNCT
absel-72	199	162	tstat	tstat	NOUN
absel-72	199	163	:	:	PUNCT
absel-72	199	164	4.47	4.47	NUM
absel-72	199	165	6,953	6,953	NUM
absel-72	199	166	45,790	45,790	NUM
absel-72	199	167	85,452	85,452	NUM
absel-72	199	168	80,228	80,228	NUM
absel-72	199	169	229,879	229,879	NUM
absel-72	199	170	(	(	PUNCT
absel-72	199	171	31,979	31,979	NUM
absel-72	199	172	)	)	PUNCT
absel-72	199	173	(	(	PUNCT
absel-72	199	174	114,875	114,875	NUM
absel-72	199	175	)	)	PUNCT
absel-72	199	176	45,821	45,821	NUM
absel-72	199	177	101,284	101,284	NUM
absel-72	199	178	34,394	34,394	NUM
absel-72	199	179	(	(	PUNCT
absel-72	199	180	88,092	88,092	NUM
absel-72	199	181	)	)	PUNCT
absel-72	199	182	104,979	104,979	NUM
absel-72	199	183	130,603	130,603	NUM
absel-72	199	184	34,073	34,073	NUM
absel-72	199	185	(	(	PUNCT
absel-72	199	186	116,888	116,888	NUM
absel-72	199	187	)	)	PUNCT
absel-72	199	188	157,161	157,161	NUM
absel-72	199	189	103,122	103,122	NUM
absel-72	199	190	45,279	45,279	NUM
absel-72	199	191	(	(	PUNCT
absel-72	199	192	21,355	21,355	NUM
absel-72	199	193	)	)	PUNCT
absel-72	199	194	(	(	PUNCT
absel-72	199	195	58,147	58,147	NUM
absel-72	199	196	)	)	PUNCT
absel-72	199	197	(	(	PUNCT
absel-72	199	198	9,020	9,020	NUM
absel-72	199	199	)	)	PUNCT
absel-72	199	200	(	(	PUNCT
absel-72	199	201	69,309	69,309	NUM
absel-72	199	202	)	)	PUNCT
absel-72	199	203	40,294	40,294	NUM
absel-72	199	204	34,338	34,338	NUM
absel-72	199	205	17,406	17,406	NUM
absel-72	199	206	103,554	103,554	NUM
absel-72	199	207	test	test	NOUN
absel-72	199	208	of	of	ADP
absel-72	199	209	mean	mean	NOUN
absel-72	199	210	and	and	CCONJ
absel-72	199	211	proportion	proportion	NOUN
absel-72	199	212	when	when	SCONJ
absel-72	199	213	applying	apply	VERB
absel-72	199	214	a	a	DET
absel-72	199	215	decision	decision	NOUN
absel-72	199	216	rule	rule	NOUN
absel-72	199	217	to	to	ADP
absel-72	199	218	the	the	DET
absel-72	199	219	simulation	simulation	NOUN
absel-72	199	220	null	null	NOUN
absel-72	199	221	hypothesis	hypothesis	NOUN
absel-72	199	222	:	:	PUNCT
absel-72	199	223	mean	mean	VERB
absel-72	199	224	=	=	SYM
absel-72	199	225	0	0	NUM
absel-72	199	226	,	,	PUNCT
absel-72	199	227	proportion	proportion	NOUN
absel-72	199	228	=	=	SYM
absel-72	199	229	.5	.5	NUM
absel-72	199	230	page	page	NOUN
absel-72	199	231	106	106	NUM
absel-72	199	232	developments	development	NOUN
absel-72	199	233	in	in	ADP
absel-72	199	234	business	business	NOUN
absel-72	199	235	simulation	simulation	NOUN
absel-72	199	236	and	and	CCONJ
absel-72	199	237	experiential	experiential	ADJ
absel-72	199	238	learning	learning	NOUN
absel-72	199	239	,	,	PUNCT
absel-72	199	240	volume	volume	NOUN
absel-72	199	241	39	39	NUM
absel-72	199	242	,	,	PUNCT
absel-72	199	243	2012	2012	NUM
absel-72	199	244	appendix	appendix	VERB
absel-72	199	245	5	5	NUM
absel-72	199	246	model	model	NOUN
absel-72	199	247	screen	screen	NOUN
absel-72	199	248	shots	shot	VERB
absel-72	199	249	page	page	VERB
absel-72	199	250	107	107	NUM
absel-72	199	251	developments	development	NOUN
absel-72	199	252	in	in	ADP
absel-72	199	253	business	business	NOUN
absel-72	199	254	simulation	simulation	NOUN
absel-72	199	255	and	and	CCONJ
absel-72	199	256	experiential	experiential	ADJ
absel-72	199	257	learning	learning	NOUN
absel-72	199	258	,	,	PUNCT
absel-72	199	259	volume	volume	NOUN
absel-72	199	260	39	39	NUM
absel-72	199	261	,	,	PUNCT
absel-72	199	262	2012	2012	NUM
absel-72	199	263	page	page	NOUN
absel-72	199	264	108	108	NUM
absel-72	199	265	developments	development	NOUN
absel-72	199	266	in	in	ADP
absel-72	199	267	business	business	NOUN
absel-72	199	268	simulation	simulation	NOUN
absel-72	199	269	and	and	CCONJ
absel-72	199	270	experiential	experiential	ADJ
absel-72	199	271	learning	learning	NOUN
absel-72	199	272	,	,	PUNCT
absel-72	199	273	volume	volume	NOUN
absel-72	199	274	39	39	NUM
absel-72	199	275	,	,	PUNCT
absel-72	199	276	2012	2012	NUM
absel-72	199	277	click	click	VERB
absel-72	199	278	to	to	PART
absel-72	199	279	see	see	VERB
absel-72	199	280	price	price	NOUN
absel-72	199	281	history	history	NOUN
absel-72	199	282	forecast	forecast	NOUN
absel-72	199	283	=	=	SYM
absel-72	199	284	expected	expect	VERB
absel-72	199	285	demand	demand	NOUN
absel-72	199	286	page	page	NOUN
absel-72	199	287	109	109	NUM
absel-72	199	288	developments	development	NOUN
absel-72	199	289	in	in	ADP
absel-72	199	290	business	business	NOUN
absel-72	199	291	simulation	simulation	NOUN
absel-72	199	292	and	and	CCONJ
absel-72	199	293	experiential	experiential	ADJ
absel-72	199	294	learning	learning	NOUN
absel-72	199	295	,	,	PUNCT
absel-72	199	296	volume	volume	NOUN
absel-72	199	297	39	39	NUM
absel-72	199	298	,	,	PUNCT
absel-72	199	299	2012	2012	NUM
absel-72	199	300	decision	decision	NOUN
absel-72	199	301	rule	rule	NOUN
absel-72	199	302	:	:	PUNCT
absel-72	199	303	if	if	SCONJ
absel-72	199	304	the	the	DET
absel-72	199	305	forward	forward	ADJ
absel-72	199	306	price	price	NOUN
absel-72	199	307	of	of	ADP
absel-72	199	308	time	time	NOUN
absel-72	199	309	t-6	t-6	NOUN
absel-72	199	310	<	<	X
absel-72	199	311	expected	expect	VERB
absel-72	199	312	price	price	NOUN
absel-72	199	313	at	at	ADP
absel-72	199	314	t0	t0	PROPN
absel-72	199	315	(	(	PUNCT
absel-72	199	316	approximately	approximately	ADV
absel-72	199	317	$	$	SYM
absel-72	199	318	1.36	1.36	NUM
absel-72	199	319	based	base	VERB
absel-72	199	320	on	on	ADP
absel-72	199	321	periodic	periodic	ADJ
absel-72	199	322	drift	drift	NOUN
absel-72	199	323	in	in	ADP
absel-72	199	324	the	the	DET
absel-72	199	325	model	model	NOUN
absel-72	199	326	)	)	PUNCT
absel-72	199	327	,	,	PUNCT
absel-72	199	328	enter	enter	VERB
absel-72	199	329	a	a	DET
absel-72	199	330	forward	forward	ADJ
absel-72	199	331	contract	contract	NOUN
absel-72	199	332	.	.	PUNCT
absel-72	200	1	using	use	VERB
absel-72	200	2	model	model	NOUN
absel-72	200	3	forecast	forecast	PROPN
absel-72	200	4	and	and	CCONJ
absel-72	200	5	historical	historical	ADJ
absel-72	200	6	data	datum	NOUN
absel-72	200	7	the	the	DET
absel-72	200	8	optimal	optimal	ADJ
absel-72	200	9	hedge	hedge	NOUN
absel-72	200	10	ratio	ratio	NOUN
absel-72	200	11	=	=	SYM
absel-72	200	12	.82	.82	NUM
absel-72	200	13	(	(	PUNCT
absel-72	200	14	using	use	VERB
absel-72	200	15			PROPN
absel-72	200	16	actual	actual	ADJ
absel-72	200	17	/	/	SYM
absel-72	200	18			NOUN
absel-72	200	19	forecast	forecast	NOUN
absel-72	200	20	)	)	PUNCT
absel-72	200	21	*	*	PUNCT
absel-72	201	1			ADP
absel-72	201	2	decision	decision	NOUN
absel-72	201	3	rule	rule	NOUN
absel-72	201	4	:	:	PUNCT
absel-72	201	5	if	if	SCONJ
absel-72	201	6	the	the	DET
absel-72	201	7	forward	forward	ADJ
absel-72	201	8	price	price	NOUN
absel-72	201	9	of	of	ADP
absel-72	201	10	time	time	NOUN
absel-72	201	11	t-6	t-6	NOUN
absel-72	201	12	<	<	X
absel-72	201	13	expected	expect	VERB
absel-72	201	14	price	price	NOUN
absel-72	201	15	at	at	ADP
absel-72	201	16	t0	t0	PROPN
absel-72	201	17	(	(	PUNCT
absel-72	201	18	approximately	approximately	ADV
absel-72	201	19	$	$	SYM
absel-72	201	20	1.36	1.36	NUM
absel-72	201	21	based	base	VERB
absel-72	201	22	on	on	ADP
absel-72	201	23	periodic	periodic	ADJ
absel-72	201	24	drift	drift	NOUN
absel-72	201	25	in	in	ADP
absel-72	201	26	the	the	DET
absel-72	201	27	model	model	NOUN
absel-72	201	28	)	)	PUNCT
absel-72	201	29	,	,	PUNCT
absel-72	201	30	enter	enter	VERB
absel-72	201	31	a	a	DET
absel-72	201	32	forward	forward	ADJ
absel-72	201	33	contract	contract	NOUN
absel-72	201	34	.	.	PUNCT
absel-72	202	1	a	a	DET
absel-72	202	2	judgment	judgment	NOUN
absel-72	202	3	here	here	ADV
absel-72	202	4	was	be	AUX
absel-72	202	5	made	make	VERB
absel-72	202	6	not	not	PART
absel-72	202	7	to	to	PART
absel-72	202	8	contract	contract	VERB
absel-72	202	9	at	at	ADP
absel-72	202	10	this	this	DET
absel-72	202	11	price	price	NOUN
absel-72	202	12	.	.	PUNCT
absel-72	203	1	page	page	NOUN
absel-72	203	2	110	110	NUM
absel-72	203	3	developments	development	NOUN
absel-72	203	4	in	in	ADP
absel-72	203	5	business	business	NOUN
absel-72	203	6	simulation	simulation	NOUN
absel-72	203	7	and	and	CCONJ
absel-72	203	8	experiential	experiential	ADJ
absel-72	203	9	learning	learning	NOUN
absel-72	203	10	,	,	PUNCT
absel-72	203	11	volume	volume	NOUN
absel-72	203	12	39	39	NUM
absel-72	203	13	,	,	PUNCT
absel-72	203	14	2012	2012	NUM
absel-72	203	15	decision	decision	NOUN
absel-72	203	16	rule	rule	NOUN
absel-72	203	17	:	:	PUNCT
absel-72	203	18	if	if	SCONJ
absel-72	203	19	the	the	DET
absel-72	203	20	forward	forward	ADJ
absel-72	203	21	price	price	NOUN
absel-72	203	22	of	of	ADP
absel-72	203	23	time	time	NOUN
absel-72	203	24	t-6	t-6	NOUN
absel-72	203	25	<	<	X
absel-72	203	26	expected	expect	VERB
absel-72	203	27	price	price	NOUN
absel-72	203	28	at	at	ADP
absel-72	203	29	t0	t0	PROPN
absel-72	203	30	(	(	PUNCT
absel-72	203	31	approximately	approximately	ADV
absel-72	203	32	$	$	SYM
absel-72	203	33	1.36	1.36	NUM
absel-72	203	34	based	base	VERB
absel-72	203	35	on	on	ADP
absel-72	203	36	periodic	periodic	ADJ
absel-72	203	37	drift	drift	NOUN
absel-72	203	38	in	in	ADP
absel-72	203	39	the	the	DET
absel-72	203	40	model	model	NOUN
absel-72	203	41	)	)	PUNCT
absel-72	203	42	,	,	PUNCT
absel-72	203	43	enter	enter	VERB
absel-72	203	44	a	a	DET
absel-72	203	45	forward	forward	ADJ
absel-72	203	46	contract	contract	NOUN
absel-72	203	47	.	.	PUNCT
absel-72	204	1	in	in	ADP
absel-72	204	2	this	this	DET
absel-72	204	3	case	case	NOUN
absel-72	204	4	,	,	PUNCT
absel-72	204	5	the	the	DET
absel-72	204	6	price	price	NOUN
absel-72	204	7	dropped	drop	VERB
absel-72	204	8	dramatically	dramatically	ADV
absel-72	204	9	–	–	PUNCT
absel-72	204	10	as	as	SCONJ
absel-72	204	11	sometimes	sometimes	ADV
absel-72	204	12	happens	happen	VERB
absel-72	204	13	in	in	ADP
absel-72	204	14	life	life	NOUN
absel-72	204	15	and	and	CCONJ
absel-72	204	16	simulation	simulation	NOUN
absel-72	204	17	.	.	PUNCT
absel-72	205	1	it	it	PRON
absel-72	205	2	appears	appear	VERB
absel-72	205	3	to	to	PART
absel-72	205	4	be	be	AUX
absel-72	205	5	a	a	DET
absel-72	205	6	valuable	valuable	ADJ
absel-72	205	7	contract	contract	NOUN
absel-72	205	8	to	to	PART
absel-72	205	9	enter	enter	VERB
absel-72	205	10	.	.	PUNCT
absel-72	206	1	the	the	DET
absel-72	206	2	game	game	NOUN
absel-72	206	3	ends	end	VERB
absel-72	206	4	with	with	ADP
absel-72	206	5	a	a	DET
absel-72	206	6	final	final	ADJ
absel-72	206	7	spot	spot	NOUN
absel-72	206	8	price	price	NOUN
absel-72	206	9	less	less	ADJ
absel-72	206	10	than	than	ADP
absel-72	206	11	the	the	DET
absel-72	206	12	expected	expect	VERB
absel-72	206	13	value	value	NOUN
absel-72	206	14	.	.	PUNCT
absel-72	207	1	even	even	ADV
absel-72	207	2	so	so	ADV
absel-72	207	3	,	,	PUNCT
absel-72	207	4	in	in	ADP
absel-72	207	5	this	this	DET
absel-72	207	6	case	case	NOUN
absel-72	207	7	the	the	DET
absel-72	207	8	hedging	hedging	NOUN
absel-72	207	9	strategy	strategy	NOUN
absel-72	207	10	was	be	AUX
absel-72	207	11	profitable	profitable	ADJ
absel-72	207	12	.	.	PUNCT
absel-72	208	1	it	it	PRON
absel-72	208	2	should	should	AUX
absel-72	208	3	be	be	AUX
absel-72	208	4	noted	note	VERB
absel-72	208	5	that	that	SCONJ
absel-72	208	6	actual	actual	ADJ
absel-72	208	7	demand	demand	NOUN
absel-72	208	8	was	be	AUX
absel-72	208	9	greater	great	ADJ
absel-72	208	10	than	than	SCONJ
absel-72	208	11	forecasted	forecast	VERB
absel-72	208	12	.	.	PUNCT
absel-72	209	1	in	in	ADP
absel-72	209	2	this	this	DET
absel-72	209	3	game	game	NOUN
absel-72	209	4	,	,	PUNCT
absel-72	209	5	the	the	DET
absel-72	209	6	deficit	deficit	NOUN
absel-72	209	7	will	will	AUX
absel-72	209	8	be	be	AUX
absel-72	209	9	covered	cover	VERB
absel-72	209	10	by	by	ADP
absel-72	209	11	purchases	purchase	NOUN
absel-72	209	12	in	in	ADP
absel-72	209	13	the	the	DET
absel-72	209	14	spot	spot	NOUN
absel-72	209	15	market	market	NOUN
absel-72	209	16	.	.	PUNCT
absel-72	210	1	table	table	NOUN
absel-72	210	2	of	of	ADP
absel-72	210	3	contents	content	NOUN
absel-72	210	4	volume	volume	NOUN
absel-72	210	5	39	39	NUM
absel-72	210	6	,	,	PUNCT
absel-72	210	7	2012	2012	NUM
absel-72	210	8	designing	design	VERB
absel-72	210	9	the	the	DET
absel-72	210	10	training	training	NOUN
absel-72	210	11	challenge	challenge	NOUN
absel-72	210	12	follow	follow	VERB
absel-72	210	13	the	the	DET
absel-72	210	14	leader	leader	NOUN
absel-72	210	15	:	:	PUNCT
absel-72	210	16	are	be	AUX
absel-72	210	17	we	we	PRON
absel-72	210	18	teaching	teach	VERB
absel-72	210	19	our	our	PRON
absel-72	210	20	students	student	NOUN
absel-72	210	21	to	to	PART
absel-72	210	22	be	be	AUX
absel-72	210	23	thinkers	thinker	NOUN
absel-72	210	24	or	or	CCONJ
absel-72	210	25	followers	follower	NOUN
absel-72	210	26	?	?	PUNCT
absel-72	211	1	two	two	NUM
absel-72	211	2	free	free	ADJ
absel-72	211	3	-	-	PUNCT
absel-72	211	4	rider	rider	NOUN
absel-72	211	5	-	-	PUNCT
absel-72	211	6	accepting	accept	VERB
absel-72	211	7	methods	method	NOUN
absel-72	211	8	of	of	ADP
absel-72	211	9	organizing	organize	VERB
absel-72	211	10	groups	group	NOUN
absel-72	211	11	for	for	ADP
absel-72	211	12	a	a	DET
absel-72	211	13	business	business	NOUN
absel-72	211	14	game	game	NOUN
absel-72	211	15	additional	additional	ADJ
absel-72	211	16	benefit	benefit	NOUN
absel-72	211	17	through	through	ADP
absel-72	211	18	competency	competency	NOUN
absel-72	211	19	models	model	NOUN
absel-72	211	20	assessing	assess	VERB
absel-72	211	21	brand	brand	NOUN
absel-72	211	22	portfolio	portfolio	NOUN
absel-72	211	23	normative	normative	ADJ
absel-72	211	24	consistency	consistency	NOUN
absel-72	211	25	&	&	CCONJ
absel-72	211	26	trends	trend	NOUN
absel-72	211	27	with	with	ADP
absel-72	211	28	the	the	DET
absel-72	211	29	normative	normative	ADJ
absel-72	211	30	position	position	NOUN
absel-72	211	31	of	of	ADP
absel-72	211	32	brands	brand	NOUN
absel-72	211	33	&	&	CCONJ
absel-72	211	34	trends	trend	NOUN
absel-72	211	35	package	package	VERB
absel-72	211	36	modeling	model	VERB
absel-72	211	37	the	the	DET
absel-72	211	38	impact	impact	NOUN
absel-72	211	39	of	of	ADP
absel-72	211	40	marketing	marketing	NOUN
absel-72	211	41	mix	mix	NOUN
absel-72	211	42	on	on	ADP
absel-72	211	43	the	the	DET
absel-72	211	44	diffusion	diffusion	NOUN
absel-72	211	45	of	of	ADP
absel-72	211	46	innovation	innovation	NOUN
absel-72	211	47	in	in	ADP
absel-72	211	48	the	the	DET
absel-72	211	49	generalized	generalized	ADJ
absel-72	211	50	bass	bass	NOUN
absel-72	211	51	model	model	NOUN
absel-72	211	52	of	of	ADP
absel-72	211	53	firm	firm	ADJ
absel-72	211	54	demand	demand	NOUN
absel-72	211	55	play	play	VERB
absel-72	211	56	it	it	PRON
absel-72	211	57	forward	forward	ADV
absel-72	211	58	!	!	PUNCT
absel-72	212	1	the	the	DET
absel-72	212	2	design	design	NOUN
absel-72	212	3	and	and	CCONJ
absel-72	212	4	development	development	NOUN
absel-72	212	5	of	of	ADP
absel-72	212	6	a	a	DET
absel-72	212	7	forward	forward	ADJ
absel-72	212	8	contract	contract	NOUN
absel-72	212	9	simulation	simulation	NOUN
absel-72	212	10	positioning	position	VERB
absel-72	212	11	the	the	DET
absel-72	212	12	company	company	NOUN
absel-72	212	13	:	:	PUNCT
absel-72	212	14	increasing	increase	VERB
absel-72	212	15	profits	profit	NOUN
absel-72	212	16	in	in	ADP
absel-72	212	17	social	social	ADJ
absel-72	212	18	networks	network	NOUN
absel-72	212	19	merger	merger	NOUN
absel-72	212	20	of	of	ADP
absel-72	212	21	companies	company	NOUN
absel-72	212	22	in	in	ADP
absel-72	212	23	business	business	NOUN
absel-72	212	24	game	game	NOUN
absel-72	212	25	exercise	exercise	NOUN
absel-72	212	26	towards	towards	ADP
absel-72	212	27	a	a	DET
absel-72	212	28	knowledge	knowledge	NOUN
absel-72	212	29	-	-	PUNCT
absel-72	212	30	based	base	VERB
absel-72	212	31	approach	approach	NOUN
absel-72	212	32	for	for	ADP
absel-72	212	33	autonomouse	autonomouse	NOUN
absel-72	212	34	trading	trading	NOUN
absel-72	212	35	agent	agent	NOUN
absel-72	212	36	an	an	DET
absel-72	212	37	exploratory	exploratory	ADJ
absel-72	212	38	study	study	NOUN
absel-72	212	39	of	of	ADP
absel-72	212	40	the	the	DET
absel-72	212	41	impact	impact	NOUN
absel-72	212	42	of	of	ADP
absel-72	212	43	a	a	DET
absel-72	212	44	simulation	simulation	NOUN
absel-72	212	45	exercise	exercise	NOUN
absel-72	212	46	on	on	ADP
absel-72	212	47	the	the	DET
absel-72	212	48	managerial	managerial	ADJ
absel-72	212	49	and	and	CCONJ
absel-72	212	50	personality	personality	NOUN
absel-72	212	51	traits	trait	NOUN
absel-72	212	52	and	and	CCONJ
absel-72	212	53	the	the	DET
absel-72	212	54	decision	decision	NOUN
absel-72	212	55	making	make	VERB
absel-72	212	56	styles	style	NOUN
absel-72	212	57	of	of	ADP
absel-72	212	58	marketing	marketing	NOUN
absel-72	212	59	students	student	NOUN
absel-72	212	60	should	should	AUX
absel-72	212	61	the	the	DET
absel-72	212	62	concept	concept	NOUN
absel-72	212	63	of	of	ADP
absel-72	212	64	potential	potential	ADJ
absel-72	212	65	customers	customer	NOUN
absel-72	212	66	be	be	VERB
absel-72	212	67	the	the	DET
absel-72	212	68	foundation	foundation	NOUN
absel-72	212	69	of	of	ADP
absel-72	212	70	demand	demand	NOUN
absel-72	212	71	theory	theory	NOUN
absel-72	212	72	in	in	ADP
absel-72	212	73	business	business	NOUN
absel-72	212	74	simulations	simulation	NOUN
absel-72	212	75	?	?	PUNCT
absel-72	213	1	teaching	teach	VERB
absel-72	213	2	sustainability	sustainability	NOUN
absel-72	213	3	experientially	experientially	ADV
absel-72	213	4	drawing	draw	VERB
absel-72	213	5	upon	upon	SCONJ
absel-72	213	6	experience	experience	NOUN
absel-72	213	7	and	and	CCONJ
absel-72	213	8	research	research	NOUN
absel-72	213	9	to	to	PART
absel-72	213	10	improve	improve	VERB
absel-72	213	11	future	future	ADJ
absel-72	213	12	communications	communication	NOUN
absel-72	213	13	improving	improve	VERB
absel-72	213	14	assessments	assessment	NOUN
absel-72	213	15	of	of	ADP
absel-72	213	16	student	student	NOUN
absel-72	213	17	learning	learn	VERB
absel-72	213	18	outcomes	outcome	NOUN
absel-72	213	19	(	(	PUNCT
absel-72	213	20	slo	slo	PROPN
absel-72	213	21	)	)	PUNCT
absel-72	213	22	over	over	ADP
absel-72	213	23	time	time	NOUN
absel-72	213	24	the	the	DET
absel-72	213	25	effect	effect	NOUN
absel-72	213	26	of	of	ADP
absel-72	213	27	affective	affective	ADJ
absel-72	213	28	domain	domain	NOUN
absel-72	213	29	characteristics	characteristic	NOUN
absel-72	213	30	on	on	ADP
absel-72	213	31	behavioral	behavioral	ADJ
absel-72	213	32	or	or	CCONJ
absel-72	213	33	psychomotor	psychomotor	NOUN
absel-72	213	34	outcomes	outcome	NOUN
absel-72	213	35	gossip	gossip	VERB
absel-72	213	36	?	?	PUNCT
absel-72	214	1	no	no	INTJ
absel-72	214	2	,	,	PUNCT
absel-72	214	3	not	not	PART
absel-72	214	4	me	i	PRON
absel-72	214	5	!	!	PUNCT
absel-72	215	1	an	an	DET
absel-72	215	2	experiential	experiential	ADJ
absel-72	215	3	exercise	exercise	NOUN
absel-72	215	4	student	student	NOUN
absel-72	215	5	advisement	advisement	NOUN
absel-72	215	6	using	use	VERB
absel-72	215	7	gantt	gantt	NOUN
absel-72	215	8	charts	chart	NOUN
absel-72	215	9	:	:	PUNCT
absel-72	215	10	an	an	DET
absel-72	215	11	experiential	experiential	ADJ
absel-72	215	12	exercise	exercise	NOUN
absel-72	215	13	in	in	ADP
absel-72	215	14	management	management	NOUN
absel-72	215	15	theory	theory	NOUN
absel-72	215	16	practicing	practice	VERB
absel-72	215	17	teachers	teacher	NOUN
absel-72	215	18	as	as	ADP
absel-72	215	19	digital	digital	ADJ
absel-72	215	20	game	game	NOUN
absel-72	215	21	creators	creator	NOUN
absel-72	215	22	:	:	PUNCT
absel-72	215	23	a	a	DET
absel-72	215	24	study	study	NOUN
absel-72	215	25	of	of	ADP
absel-72	215	26	the	the	DET
absel-72	215	27	design	design	NOUN
absel-72	215	28	considerations	consideration	NOUN
absel-72	215	29	designing	design	VERB
absel-72	215	30	and	and	CCONJ
absel-72	215	31	solving	solve	VERB
absel-72	215	32	crossword	crossword	ADJ
absel-72	215	33	puzzles	puzzle	NOUN
absel-72	215	34	:	:	PUNCT
absel-72	215	35	examining	examine	VERB
absel-72	215	36	efficacy	efficacy	NOUN
absel-72	215	37	in	in	ADP
absel-72	215	38	a	a	DET
absel-72	215	39	classroom	classroom	NOUN
absel-72	215	40	exercise	exercise	NOUN
absel-72	215	41	difficult	difficult	ADJ
absel-72	215	42	times	time	NOUN
absel-72	215	43	call	call	VERB
absel-72	215	44	for	for	ADP
absel-72	215	45	innovative	innovative	ADJ
absel-72	215	46	measures	measure	NOUN
absel-72	215	47	:	:	PUNCT
absel-72	215	48	microfinance	microfinance	NOUN
absel-72	215	49	as	as	ADP
absel-72	215	50	experiential	experiential	ADJ
absel-72	215	51	learning	learning	NOUN
absel-72	215	52	in	in	ADP
absel-72	215	53	higher	high	ADJ
absel-72	215	54	education	education	NOUN
absel-72	215	55	catalysts	catalyst	NOUN
absel-72	215	56	,	,	PUNCT
absel-72	215	57	client	client	NOUN
absel-72	215	58	services	service	NOUN
absel-72	215	59	,	,	PUNCT
absel-72	215	60	and	and	CCONJ
absel-72	215	61	community	community	NOUN
absel-72	215	62	change	change	NOUN
absel-72	215	63	:	:	PUNCT
absel-72	215	64	interdisciplinary	interdisciplinary	ADJ
absel-72	215	65	collaboration	collaboration	NOUN
absel-72	215	66	in	in	ADP
absel-72	215	67	a	a	DET
absel-72	215	68	nascent	nascent	ADJ
absel-72	215	69	microfinance	microfinance	NOUN
absel-72	215	70	initiative	initiative	NOUN
absel-72	215	71	build	build	VERB
absel-72	215	72	a	a	DET
absel-72	215	73	business	business	NOUN
absel-72	215	74	.	.	PUNCT
absel-72	215	75	.	.	PUNCT
absel-72	216	1	.	.	PUNCT
absel-72	217	1	in	in	ADP
absel-72	217	2	an	an	DET
absel-72	217	3	hour	hour	NOUN
absel-72	217	4	or	or	CCONJ
absel-72	217	5	less	less	ADJ
absel-72	217	6	:	:	PUNCT
absel-72	217	7	getting	get	VERB
absel-72	217	8	closer	close	ADJ
absel-72	217	9	to	to	ADP
absel-72	217	10	reality	reality	NOUN
absel-72	217	11	into	into	ADP
absel-72	217	12	the	the	DET
absel-72	217	13	classroom	classroom	NOUN
absel-72	217	14	smart	smart	ADJ
absel-72	217	15	goals	goal	NOUN
absel-72	217	16	:	:	PUNCT
absel-72	217	17	how	how	SCONJ
absel-72	217	18	the	the	DET
absel-72	217	19	application	application	NOUN
absel-72	217	20	of	of	ADP
absel-72	217	21	smart	smart	ADJ
absel-72	217	22	goals	goal	NOUN
absel-72	217	23	can	can	AUX
absel-72	217	24	contribute	contribute	VERB
absel-72	217	25	to	to	ADP
absel-72	217	26	achievement	achievement	NOUN
absel-72	217	27	of	of	ADP
absel-72	217	28	student	student	NOUN
absel-72	217	29	learning	learn	VERB
absel-72	217	30	outcomes	outcome	NOUN
absel-72	217	31	the	the	DET
absel-72	217	32	use	use	NOUN
absel-72	217	33	of	of	ADP
absel-72	217	34	data	datum	NOUN
absel-72	217	35	in	in	ADP
absel-72	217	36	"	"	PUNCT
absel-72	217	37	live	live	ADJ
absel-72	217	38	"	"	PUNCT
absel-72	217	39	cases	case	NOUN
absel-72	217	40	to	to	PART
absel-72	217	41	encourage	encourage	VERB
absel-72	217	42	systems	system	NOUN
absel-72	217	43	thinking	thinking	NOUN
absel-72	217	44	and	and	CCONJ
absel-72	217	45	integrative	integrative	ADJ
absel-72	217	46	analysis	analysis	NOUN
absel-72	217	47	:	:	PUNCT
absel-72	217	48	an	an	DET
absel-72	217	49	exercise	exercise	NOUN
absel-72	217	50	linking	link	VERB
absel-72	217	51	human	human	ADJ
absel-72	217	52	resource	resource	NOUN
absel-72	217	53	programs	program	NOUN
absel-72	217	54	and	and	CCONJ
absel-72	217	55	financial	financial	ADJ
absel-72	217	56	outcomes	outcome	NOUN
absel-72	217	57	in	in	ADP
absel-72	217	58	real	real	ADJ
absel-72	217	59	organizations	organization	NOUN
absel-72	217	60	experiential	experiential	ADJ
absel-72	217	61	education	education	NOUN
absel-72	217	62	as	as	ADP
absel-72	217	63	a	a	DET
absel-72	217	64	process	process	NOUN
absel-72	217	65	of	of	ADP
absel-72	217	66	changing	change	VERB
absel-72	217	67	mental	mental	ADJ
absel-72	217	68	frames	frame	NOUN
absel-72	217	69	by	by	ADP
absel-72	217	70	inducing	induce	VERB
absel-72	217	71	insight	insight	NOUN
absel-72	217	72	learning	learning	NOUN
absel-72	217	73	process	process	NOUN
absel-72	217	74	and	and	CCONJ
absel-72	217	75	content	content	NOUN
absel-72	217	76	integration	integration	NOUN
absel-72	217	77	in	in	ADP
absel-72	217	78	an	an	DET
absel-72	217	79	experiential	experiential	ADJ
absel-72	217	80	learning	learning	NOUN
absel-72	217	81	guided	guide	VERB
absel-72	217	82	internship	internship	NOUN
absel-72	217	83	program	program	NOUN
absel-72	217	84	good	good	ADJ
absel-72	217	85	-	-	PUNCT
absel-72	217	86	bye	bye	INTJ
absel-72	217	87	discussion	discussion	NOUN
absel-72	217	88	thread	thread	NOUN
absel-72	217	89	:	:	PUNCT
absel-72	217	90	creating	create	VERB
absel-72	217	91	a	a	DET
absel-72	217	92	community	community	NOUN
absel-72	217	93	of	of	ADP
absel-72	217	94	inquiry	inquiry	NOUN
absel-72	217	95	in	in	ADP
absel-72	217	96	an	an	DET
absel-72	217	97	online	online	ADJ
absel-72	217	98	master	master	NOUN
absel-72	217	99	's	's	PART
absel-72	217	100	program	program	NOUN
absel-72	217	101	fiction	fiction	NOUN
absel-72	217	102	as	as	ADP
absel-72	217	103	a	a	DET
absel-72	217	104	constructivist	constructivist	ADJ
absel-72	217	105	tool	tool	NOUN
absel-72	217	106	for	for	ADP
absel-72	217	107	learning	learn	VERB
absel-72	217	108	process	process	NOUN
absel-72	217	109	consultation	consultation	NOUN
absel-72	217	110	in	in	ADP
absel-72	217	111	an	an	DET
absel-72	217	112	online	online	ADJ
absel-72	217	113	environment	environment	NOUN
absel-72	217	114	:	:	PUNCT
absel-72	217	115	shaping	shape	VERB
absel-72	217	116	the	the	DET
absel-72	217	117	context	context	NOUN
absel-72	217	118	,	,	PUNCT
absel-72	217	119	introducing	introduce	VERB
absel-72	217	120	the	the	DET
absel-72	217	121	dialogue	dialogue	NOUN
absel-72	217	122	can	can	AUX
absel-72	217	123	simulations	simulation	NOUN
absel-72	217	124	provide	provide	VERB
absel-72	217	125	a	a	DET
absel-72	217	126	better	well	ADJ
absel-72	217	127	experience	experience	NOUN
absel-72	217	128	?	?	PUNCT
absel-72	218	1	a	a	DET
absel-72	218	2	capstone	capstone	NOUN
absel-72	218	3	application	application	NOUN
absel-72	218	4	modeling	model	VERB
absel-72	218	5	a	a	DET
absel-72	218	6	modest	modest	ADJ
absel-72	218	7	proposal	proposal	NOUN
absel-72	218	8	for	for	ADP
absel-72	218	9	increasing	increase	VERB
absel-72	218	10	the	the	DET
absel-72	218	11	efficiency	efficiency	NOUN
absel-72	218	12	of	of	ADP
absel-72	218	13	academic	academic	ADJ
absel-72	218	14	reserarch	reserarch	NOUN
absel-72	218	15	dissemination	dissemination	NOUN
absel-72	218	16	experience	experience	NOUN
absel-72	218	17	geo	geo	PROPN
absel-72	218	18	:	:	PUNCT
absel-72	218	19	a	a	DET
absel-72	218	20	massively	massively	ADV
absel-72	218	21	multiplayer	multiplayer	NOUN
absel-72	218	22	game	game	NOUN
absel-72	218	23	systeamsgames	systeamsgame	NOUN
absel-72	218	24	three	three	NUM
absel-72	218	25	games	game	NOUN
absel-72	218	26	for	for	ADP
absel-72	218	27	management	management	NOUN
absel-72	218	28	simulation	simulation	NOUN
absel-72	218	29	simventure	simventure	VERB
absel-72	218	30	a	a	DET
absel-72	218	31	start	start	VERB
absel-72	218	32	-	-	PUNCT
absel-72	218	33	up	up	ADP
absel-72	218	34	business	business	NOUN
absel-72	218	35	simulation	simulation	NOUN
absel-72	218	36	stellarbucks	stellarbuck	VERB
absel-72	218	37	simulation	simulation	PROPN
absel-72	218	38	developing	developing	NOUN
absel-72	218	39	games	game	NOUN
absel-72	218	40	using	use	VERB
absel-72	218	41	strategy	strategy	NOUN
absel-72	218	42	maps	map	NOUN
absel-72	218	43	and	and	CCONJ
absel-72	218	44	balanced	balanced	ADJ
absel-72	218	45	scorecards	scorecard	NOUN
absel-72	218	46	strategy	strategy	NOUN
absel-72	218	47	dynamics	dynamic	NOUN
absel-72	218	48	models	model	NOUN
absel-72	218	49	powerful	powerful	ADJ
absel-72	218	50	but	but	CCONJ
absel-72	218	51	simple	simple	ADJ
absel-72	218	52	in	in	ADP
absel-72	218	53	-	-	PUNCT
absel-72	218	54	class	class	NOUN
absel-72	218	55	games	game	NOUN
absel-72	218	56	simulating	simulate	VERB
absel-72	218	57	scenarios	scenario	NOUN
absel-72	218	58	for	for	ADP
absel-72	218	59	financial	financial	ADJ
absel-72	218	60	statement	statement	NOUN
absel-72	218	61	analysis	analysis	NOUN
absel-72	218	62	a	a	DET
absel-72	218	63	valuation	valuation	NOUN
absel-72	218	64	model	model	NOUN
absel-72	218	65	of	of	ADP
absel-72	218	66	the	the	DET
absel-72	218	67	simulated	simulate	VERB
absel-72	218	68	firm	firm	NOUN
absel-72	218	69	writing	write	VERB
absel-72	218	70	the	the	DET
absel-72	218	71	land	land	NOUN
absel-72	218	72	:	:	PUNCT
absel-72	218	73	an	an	DET
absel-72	218	74	interdisciplinary	interdisciplinary	ADJ
absel-72	218	75	experiential	experiential	ADJ
absel-72	218	76	approach	approach	NOUN
absel-72	218	77	on	on	ADP
absel-72	218	78	the	the	DET
absel-72	218	79	estimation	estimation	NOUN
absel-72	218	80	of	of	ADP
absel-72	218	81	the	the	DET
absel-72	218	82	probability	probability	NOUN
absel-72	218	83	of	of	ADP
absel-72	218	84	meeting	meet	VERB
absel-72	218	85	financial	financial	ADJ
absel-72	218	86	commitments	commitment	NOUN
absel-72	218	87	:	:	PUNCT
absel-72	218	88	a	a	DET
absel-72	218	89	behavioraial	behavioraial	ADJ
absel-72	218	90	finance	finance	NOUN
absel-72	218	91	perspective	perspective	NOUN
absel-72	218	92	using	use	VERB
absel-72	218	93	business	business	NOUN
absel-72	218	94	simulations	simulation	NOUN