id	sid	tid	token	lemma	pos
ajceb-4653	1	1	construction	construction	NOUN
ajceb-4653	1	2	economics	economic	NOUN
ajceb-4653	1	3	and	and	CCONJ
ajceb-4653	1	4	building	building	NOUN
ajceb-4653	1	5	,	,	PUNCT
ajceb-4653	1	6	15(4	15(4	NUM
ajceb-4653	1	7	)	)	PUNCT
ajceb-4653	1	8	,	,	PUNCT
ajceb-4653	1	9	16	16	NUM
ajceb-4653	1	10	-	-	SYM
ajceb-4653	1	11	29	29	NUM
ajceb-4653	1	12	copyright	copyright	NOUN
ajceb-4653	1	13	:	:	PUNCT
ajceb-4653	1	14	construction	construction	NOUN
ajceb-4653	1	15	economics	economic	NOUN
ajceb-4653	1	16	and	and	CCONJ
ajceb-4653	1	17	building	build	VERB
ajceb-4653	1	18	2015	2015	NUM
ajceb-4653	1	19	.	.	PUNCT
ajceb-4653	2	1	©	©	PROPN
ajceb-4653	2	2	2015	2015	NUM
ajceb-4653	2	3	bee	bee	PROPN
ajceb-4653	2	4	lan	lan	PROPN
ajceb-4653	2	5	oo	oo	INTJ
ajceb-4653	2	6	,	,	PUNCT
ajceb-4653	2	7	florence	florence	PROPN
ajceb-4653	2	8	yean	yean	PROPN
ajceb-4653	2	9	ying	ying	PROPN
ajceb-4653	2	10	ling	ling	PROPN
ajceb-4653	2	11	and	and	CCONJ
ajceb-4653	2	12	alexander	alexander	PROPN
ajceb-4653	2	13	soo	soo	PROPN
ajceb-4653	2	14	.	.	PUNCT
ajceb-4653	3	1	this	this	PRON
ajceb-4653	3	2	is	be	AUX
ajceb-4653	3	3	an	an	DET
ajceb-4653	3	4	open	open	ADJ
ajceb-4653	3	5	access	access	NOUN
ajceb-4653	3	6	article	article	NOUN
ajceb-4653	3	7	distributed	distribute	VERB
ajceb-4653	3	8	under	under	ADP
ajceb-4653	3	9	the	the	DET
ajceb-4653	3	10	terms	term	NOUN
ajceb-4653	3	11	of	of	ADP
ajceb-4653	3	12	the	the	DET
ajceb-4653	3	13	creative	creative	ADJ
ajceb-4653	3	14	commons	common	NOUN
ajceb-4653	3	15	attribution	attribution	NOUN
ajceb-4653	3	16	4.0	4.0	NUM
ajceb-4653	3	17	unported	unported	ADJ
ajceb-4653	3	18	(	(	PUNCT
ajceb-4653	3	19	cc	cc	NOUN
ajceb-4653	3	20	by	by	ADP
ajceb-4653	3	21	4.0	4.0	NUM
ajceb-4653	3	22	)	)	PUNCT
ajceb-4653	3	23	license	license	NOUN
ajceb-4653	3	24	(	(	PUNCT
ajceb-4653	3	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ajceb-4653	3	26	)	)	PUNCT
ajceb-4653	3	27	,	,	PUNCT
ajceb-4653	3	28	allowing	allow	VERB
ajceb-4653	3	29	third	third	ADJ
ajceb-4653	3	30	parties	party	NOUN
ajceb-4653	3	31	to	to	PART
ajceb-4653	3	32	copy	copy	VERB
ajceb-4653	3	33	and	and	CCONJ
ajceb-4653	3	34	redistribute	redistribute	VERB
ajceb-4653	3	35	the	the	DET
ajceb-4653	3	36	material	material	NOUN
ajceb-4653	3	37	in	in	ADP
ajceb-4653	3	38	any	any	DET
ajceb-4653	3	39	medium	medium	ADJ
ajceb-4653	3	40	or	or	CCONJ
ajceb-4653	3	41	format	format	NOUN
ajceb-4653	3	42	and	and	CCONJ
ajceb-4653	3	43	to	to	ADP
ajceb-4653	3	44	remix	remix	NOUN
ajceb-4653	3	45	,	,	PUNCT
ajceb-4653	3	46	transform	transform	NOUN
ajceb-4653	3	47	,	,	PUNCT
ajceb-4653	3	48	and	and	CCONJ
ajceb-4653	3	49	build	build	VERB
ajceb-4653	3	50	upon	upon	SCONJ
ajceb-4653	3	51	the	the	DET
ajceb-4653	3	52	material	material	NOUN
ajceb-4653	3	53	for	for	ADP
ajceb-4653	3	54	any	any	DET
ajceb-4653	3	55	purpose	purpose	NOUN
ajceb-4653	3	56	,	,	PUNCT
ajceb-4653	3	57	even	even	ADV
ajceb-4653	3	58	commercially	commercially	ADV
ajceb-4653	3	59	,	,	PUNCT
ajceb-4653	3	60	provided	provide	VERB
ajceb-4653	3	61	the	the	DET
ajceb-4653	3	62	original	original	ADJ
ajceb-4653	3	63	work	work	NOUN
ajceb-4653	3	64	is	be	AUX
ajceb-4653	3	65	properly	properly	ADV
ajceb-4653	3	66	cited	cite	VERB
ajceb-4653	3	67	and	and	CCONJ
ajceb-4653	3	68	states	state	VERB
ajceb-4653	3	69	its	its	PRON
ajceb-4653	3	70	license	license	NOUN
ajceb-4653	3	71	.	.	PUNCT
ajceb-4653	4	1	citation	citation	NOUN
ajceb-4653	4	2	:	:	PUNCT
ajceb-4653	5	1	oo	oo	INTJ
ajceb-4653	5	2	,	,	PUNCT
ajceb-4653	5	3	b.l	b.l	PROPN
ajceb-4653	5	4	.	.	PROPN
ajceb-4653	5	5	,	,	PUNCT
ajceb-4653	5	6	ling	ling	PROPN
ajceb-4653	5	7	,	,	PUNCT
ajceb-4653	5	8	f.y.y	f.y.y	PROPN
ajceb-4653	5	9	.	.	PROPN
ajceb-4653	5	10	,	,	PUNCT
ajceb-4653	5	11	and	and	CCONJ
ajceb-4653	5	12	soo	soo	NOUN
ajceb-4653	5	13	,	,	PUNCT
ajceb-4653	5	14	a.	a.	NOUN
ajceb-4653	5	15	2015	2015	NUM
ajceb-4653	5	16	.	.	PUNCT
ajceb-4653	6	1	construction	construction	NOUN
ajceb-4653	6	2	procurement	procurement	NOUN
ajceb-4653	6	3	:	:	PUNCT
ajceb-4653	6	4	modelling	model	VERB
ajceb-4653	6	5	bidders	bidder	NOUN
ajceb-4653	6	6	’	'	PUNCT
ajceb-4653	6	7	learning	learn	VERB
ajceb-4653	6	8	in	in	ADP
ajceb-4653	6	9	recurrent	recurrent	ADJ
ajceb-4653	6	10	bidding	bidding	NOUN
ajceb-4653	6	11	,	,	PUNCT
ajceb-4653	6	12	construction	construction	NOUN
ajceb-4653	6	13	economics	economic	NOUN
ajceb-4653	6	14	and	and	CCONJ
ajceb-4653	6	15	building	building	NOUN
ajceb-4653	6	16	,	,	PUNCT
ajceb-4653	6	17	15(4	15(4	NUM
ajceb-4653	6	18	)	)	PUNCT
ajceb-4653	6	19	,	,	PUNCT
ajceb-4653	6	20	16	16	NUM
ajceb-4653	6	21	-	-	SYM
ajceb-4653	6	22	29	29	NUM
ajceb-4653	6	23	.	.	PUNCT
ajceb-4653	7	1	doi	doi	NOUN
ajceb-4653	7	2	:	:	PUNCT
ajceb-4653	7	3	http://dx.doi.org/10.5130/ajceb.v15i4.4653	http://dx.doi.org/10.5130/ajceb.v15i4.4653	PROPN
ajceb-4653	7	4	corresponding	correspond	VERB
ajceb-4653	7	5	author	author	NOUN
ajceb-4653	7	6	:	:	PUNCT
ajceb-4653	7	7	bee	bee	PROPN
ajceb-4653	7	8	lan	lan	PROPN
ajceb-4653	7	9	oo	oo	ADV
ajceb-4653	7	10	;	;	PUNCT
ajceb-4653	7	11	email	email	NOUN
ajceb-4653	7	12	–	–	PUNCT
ajceb-4653	7	13	bee.oo@unsw.edu.au	bee.oo@unsw.edu.au	PROPN
ajceb-4653	7	14	publisher	publisher	NOUN
ajceb-4653	7	15	:	:	PUNCT
ajceb-4653	7	16	university	university	NOUN
ajceb-4653	7	17	of	of	ADP
ajceb-4653	7	18	technology	technology	PROPN
ajceb-4653	7	19	sydney	sydney	PROPN
ajceb-4653	7	20	(	(	PUNCT
ajceb-4653	7	21	uts	uts	PROPN
ajceb-4653	7	22	)	)	PUNCT
ajceb-4653	7	23	epress	epress	ADJ
ajceb-4653	7	24	construction	construction	NOUN
ajceb-4653	7	25	procurement	procurement	NOUN
ajceb-4653	7	26	:	:	PUNCT
ajceb-4653	7	27	modelling	model	VERB
ajceb-4653	7	28	bidders	bidder	NOUN
ajceb-4653	7	29	’	'	PUNCT
ajceb-4653	7	30	learning	learn	VERB
ajceb-4653	7	31	in	in	ADP
ajceb-4653	7	32	recurrent	recurrent	ADJ
ajceb-4653	7	33	bidding	bidding	NOUN
ajceb-4653	7	34	bee	bee	PROPN
ajceb-4653	7	35	lan	lan	PROPN
ajceb-4653	7	36	oo1	oo1	PROPN
ajceb-4653	7	37	,	,	PUNCT
ajceb-4653	7	38	florence	florence	PROPN
ajceb-4653	7	39	yean	yean	PROPN
ajceb-4653	8	1	yng	yng	PROPN
ajceb-4653	8	2	ling2	ling2	NOUN
ajceb-4653	8	3	and	and	CCONJ
ajceb-4653	8	4	alexander	alexander	PROPN
ajceb-4653	8	5	soo1	soo1	PROPN
ajceb-4653	8	6	1faculty	1faculty	NUM
ajceb-4653	8	7	of	of	ADP
ajceb-4653	8	8	built	build	VERB
ajceb-4653	8	9	environment	environment	NOUN
ajceb-4653	8	10	,	,	PUNCT
ajceb-4653	8	11	university	university	NOUN
ajceb-4653	8	12	of	of	ADP
ajceb-4653	8	13	new	new	ADJ
ajceb-4653	8	14	south	south	PROPN
ajceb-4653	8	15	wales	wales	PROPN
ajceb-4653	8	16	,	,	PUNCT
ajceb-4653	8	17	australia	australia	PROPN
ajceb-4653	8	18	2department	2department	NUM
ajceb-4653	8	19	of	of	ADP
ajceb-4653	8	20	building	building	NOUN
ajceb-4653	8	21	,	,	PUNCT
ajceb-4653	8	22	national	national	PROPN
ajceb-4653	8	23	university	university	PROPN
ajceb-4653	8	24	of	of	ADP
ajceb-4653	8	25	singapore	singapore	PROPN
ajceb-4653	8	26	abstract	abstract	ADJ
ajceb-4653	8	27	construction	construction	NOUN
ajceb-4653	8	28	remains	remain	VERB
ajceb-4653	8	29	a	a	DET
ajceb-4653	8	30	significant	significant	ADJ
ajceb-4653	8	31	area	area	NOUN
ajceb-4653	8	32	of	of	ADP
ajceb-4653	8	33	public	public	ADJ
ajceb-4653	8	34	expenditure	expenditure	NOUN
ajceb-4653	8	35	.	.	PUNCT
ajceb-4653	9	1	an	an	DET
ajceb-4653	9	2	understanding	understanding	NOUN
ajceb-4653	9	3	of	of	ADP
ajceb-4653	9	4	the	the	DET
ajceb-4653	9	5	process	process	NOUN
ajceb-4653	9	6	of	of	ADP
ajceb-4653	9	7	changes	change	NOUN
ajceb-4653	9	8	in	in	ADP
ajceb-4653	9	9	construction	construction	NOUN
ajceb-4653	9	10	pricing	pricing	NOUN
ajceb-4653	9	11	,	,	PUNCT
ajceb-4653	9	12	and	and	CCONJ
ajceb-4653	9	13	how	how	SCONJ
ajceb-4653	9	14	the	the	DET
ajceb-4653	9	15	process	process	NOUN
ajceb-4653	9	16	can	can	AUX
ajceb-4653	9	17	be	be	AUX
ajceb-4653	9	18	manipulated	manipulate	VERB
ajceb-4653	9	19	through	through	ADP
ajceb-4653	9	20	the	the	DET
ajceb-4653	9	21	release	release	NOUN
ajceb-4653	9	22	of	of	ADP
ajceb-4653	9	23	bidding	bid	VERB
ajceb-4653	9	24	feedback	feedback	NOUN
ajceb-4653	9	25	information	information	NOUN
ajceb-4653	9	26	is	be	AUX
ajceb-4653	9	27	vital	vital	ADJ
ajceb-4653	9	28	,	,	PUNCT
ajceb-4653	9	29	in	in	ADP
ajceb-4653	9	30	order	order	NOUN
ajceb-4653	9	31	to	to	PART
ajceb-4653	9	32	best	good	ADJ
ajceb-4653	9	33	design	design	NOUN
ajceb-4653	9	34	clients	client	NOUN
ajceb-4653	9	35	’	'	PUNCT
ajceb-4653	9	36	procurement	procurement	NOUN
ajceb-4653	9	37	policies	policy	NOUN
ajceb-4653	9	38	.	.	PUNCT
ajceb-4653	10	1	this	this	DET
ajceb-4653	10	2	paper	paper	NOUN
ajceb-4653	10	3	aims	aim	VERB
ajceb-4653	10	4	to	to	PART
ajceb-4653	10	5	statistically	statistically	ADV
ajceb-4653	10	6	model	model	VERB
ajceb-4653	10	7	inexperienced	inexperienced	ADJ
ajceb-4653	10	8	individual	individual	ADJ
ajceb-4653	10	9	bidders	bidder	NOUN
ajceb-4653	10	10	’	'	PUNCT
ajceb-4653	10	11	learning	learn	VERB
ajceb-4653	10	12	in	in	ADP
ajceb-4653	10	13	recurrent	recurrent	ADJ
ajceb-4653	10	14	bidding	bidding	NOUN
ajceb-4653	10	15	under	under	ADP
ajceb-4653	10	16	partial	partial	ADJ
ajceb-4653	10	17	and	and	CCONJ
ajceb-4653	10	18	full	full	ADJ
ajceb-4653	10	19	information	information	NOUN
ajceb-4653	10	20	feedback	feedback	NOUN
ajceb-4653	10	21	conditions	condition	NOUN
ajceb-4653	10	22	.	.	PUNCT
ajceb-4653	11	1	using	use	VERB
ajceb-4653	11	2	an	an	DET
ajceb-4653	11	3	experimental	experimental	ADJ
ajceb-4653	11	4	dataset	dataset	NOUN
ajceb-4653	11	5	,	,	PUNCT
ajceb-4653	11	6	the	the	DET
ajceb-4653	11	7	developed	develop	VERB
ajceb-4653	11	8	linear	linear	ADJ
ajceb-4653	11	9	mixed	mixed	ADJ
ajceb-4653	11	10	model	model	NOUN
ajceb-4653	11	11	contains	contain	VERB
ajceb-4653	11	12	three	three	NUM
ajceb-4653	11	13	predictor	predictor	NOUN
ajceb-4653	11	14	variables	variable	NOUN
ajceb-4653	11	15	,	,	PUNCT
ajceb-4653	11	16	namely	namely	ADV
ajceb-4653	11	17	:	:	PUNCT
ajceb-4653	11	18	time	time	NOUN
ajceb-4653	11	19	factor	factor	NOUN
ajceb-4653	11	20	,	,	PUNCT
ajceb-4653	11	21	information	information	NOUN
ajceb-4653	11	22	feedback	feedback	NOUN
ajceb-4653	11	23	conditions	condition	NOUN
ajceb-4653	11	24	,	,	PUNCT
ajceb-4653	11	25	and	and	CCONJ
ajceb-4653	11	26	bidding	bid	VERB
ajceb-4653	11	27	success	success	NOUN
ajceb-4653	11	28	rate	rate	NOUN
ajceb-4653	11	29	in	in	ADP
ajceb-4653	11	30	the	the	DET
ajceb-4653	11	31	preceding	precede	VERB
ajceb-4653	11	32	round	round	NOUN
ajceb-4653	11	33	.	.	PUNCT
ajceb-4653	12	1	the	the	DET
ajceb-4653	12	2	results	result	NOUN
ajceb-4653	12	3	show	show	VERB
ajceb-4653	12	4	nonlinearity	nonlinearity	NOUN
ajceb-4653	12	5	and	and	CCONJ
ajceb-4653	12	6	curvature	curvature	NOUN
ajceb-4653	12	7	in	in	ADP
ajceb-4653	12	8	the	the	DET
ajceb-4653	12	9	bidders	bidder	NOUN
ajceb-4653	12	10	’	'	PUNCT
ajceb-4653	12	11	learning	learn	VERB
ajceb-4653	12	12	curves	curve	NOUN
ajceb-4653	12	13	.	.	PUNCT
ajceb-4653	13	1	they	they	PRON
ajceb-4653	13	2	are	be	AUX
ajceb-4653	13	3	generally	generally	ADV
ajceb-4653	13	4	less	less	ADV
ajceb-4653	13	5	competitive	competitive	ADJ
ajceb-4653	13	6	in	in	ADP
ajceb-4653	13	7	time	time	NOUN
ajceb-4653	13	8	periods	period	NOUN
ajceb-4653	13	9	after	after	ADP
ajceb-4653	13	10	a	a	DET
ajceb-4653	13	11	winning	win	VERB
ajceb-4653	13	12	bid	bid	NOUN
ajceb-4653	13	13	with	with	ADP
ajceb-4653	13	14	lower	low	ADJ
ajceb-4653	13	15	average	average	ADJ
ajceb-4653	13	16	bids	bid	NOUN
ajceb-4653	13	17	submitted	submit	VERB
ajceb-4653	13	18	by	by	ADP
ajceb-4653	13	19	those	those	PRON
ajceb-4653	13	20	subjected	subject	VERB
ajceb-4653	13	21	to	to	ADP
ajceb-4653	13	22	full	full	ADJ
ajceb-4653	13	23	information	information	NOUN
ajceb-4653	13	24	feedback	feedback	NOUN
ajceb-4653	13	25	condition	condition	NOUN
ajceb-4653	13	26	.	.	PUNCT
ajceb-4653	14	1	in	in	ADP
ajceb-4653	14	2	addition	addition	NOUN
ajceb-4653	14	3	,	,	PUNCT
ajceb-4653	14	4	the	the	DET
ajceb-4653	14	5	model	model	NOUN
ajceb-4653	14	6	has	have	AUX
ajceb-4653	14	7	captured	capture	VERB
ajceb-4653	14	8	the	the	DET
ajceb-4653	14	9	existence	existence	NOUN
ajceb-4653	14	10	of	of	ADP
ajceb-4653	14	11	heterogeneity	heterogeneity	NOUN
ajceb-4653	14	12	across	across	ADP
ajceb-4653	14	13	bidders	bidder	NOUN
ajceb-4653	14	14	with	with	ADP
ajceb-4653	14	15	individual	individual	ADJ
ajceb-4653	14	16	-	-	PUNCT
ajceb-4653	14	17	specific	specific	ADJ
ajceb-4653	14	18	parameter	parameter	NOUN
ajceb-4653	14	19	estimates	estimate	NOUN
ajceb-4653	14	20	that	that	PRON
ajceb-4653	14	21	demonstrate	demonstrate	VERB
ajceb-4653	14	22	the	the	DET
ajceb-4653	14	23	uniqueness	uniqueness	NOUN
ajceb-4653	14	24	of	of	ADP
ajceb-4653	14	25	individual	individual	ADJ
ajceb-4653	14	26	bidders	bidder	NOUN
ajceb-4653	14	27	’	'	PUNCT
ajceb-4653	14	28	learning	learn	VERB
ajceb-4653	14	29	curves	curve	NOUN
ajceb-4653	14	30	in	in	ADP
ajceb-4653	14	31	recurrent	recurrent	ADJ
ajceb-4653	14	32	bidding	bidding	NOUN
ajceb-4653	14	33	.	.	PUNCT
ajceb-4653	15	1	the	the	DET
ajceb-4653	15	2	findings	finding	NOUN
ajceb-4653	15	3	advocate	advocate	VERB
ajceb-4653	15	4	for	for	ADP
ajceb-4653	15	5	adequate	adequate	ADJ
ajceb-4653	15	6	bidding	bidding	NOUN
ajceb-4653	15	7	feedback	feedback	NOUN
ajceb-4653	15	8	information	information	NOUN
ajceb-4653	15	9	in	in	ADP
ajceb-4653	15	10	clients	client	NOUN
ajceb-4653	15	11	’	'	PUNCT
ajceb-4653	15	12	procurement	procurement	NOUN
ajceb-4653	15	13	design	design	NOUN
ajceb-4653	15	14	to	to	PART
ajceb-4653	15	15	facilitate	facilitate	VERB
ajceb-4653	15	16	learning	learn	VERB
ajceb-4653	15	17	among	among	ADP
ajceb-4653	15	18	contractors	contractor	NOUN
ajceb-4653	15	19	,	,	PUNCT
ajceb-4653	15	20	which	which	PRON
ajceb-4653	15	21	may	may	AUX
ajceb-4653	15	22	in	in	ADP
ajceb-4653	15	23	turn	turn	NOUN
ajceb-4653	15	24	lead	lead	VERB
ajceb-4653	15	25	to	to	ADP
ajceb-4653	15	26	increased	increase	VERB
ajceb-4653	15	27	competitiveness	competitiveness	NOUN
ajceb-4653	15	28	in	in	ADP
ajceb-4653	15	29	their	their	PRON
ajceb-4653	15	30	bids	bid	NOUN
ajceb-4653	15	31	.	.	PUNCT
ajceb-4653	16	1	keywords	keyword	NOUN
ajceb-4653	16	2	:	:	PUNCT
ajceb-4653	16	3	construction	construction	NOUN
ajceb-4653	16	4	procurement	procurement	NOUN
ajceb-4653	16	5	,	,	PUNCT
ajceb-4653	16	6	bidding	bidding	NOUN
ajceb-4653	16	7	,	,	PUNCT
ajceb-4653	16	8	information	information	NOUN
ajceb-4653	16	9	feedback	feedback	NOUN
ajceb-4653	16	10	,	,	PUNCT
ajceb-4653	16	11	learning	learning	NOUN
ajceb-4653	16	12	.	.	PUNCT
ajceb-4653	17	1	paper	paper	NOUN
ajceb-4653	17	2	type	type	NOUN
ajceb-4653	17	3	:	:	PUNCT
ajceb-4653	17	4	research	research	NOUN
ajceb-4653	17	5	article	article	NOUN
ajceb-4653	17	6	introduction	introduction	NOUN
ajceb-4653	17	7	construction	construction	NOUN
ajceb-4653	17	8	spending	spending	NOUN
ajceb-4653	17	9	by	by	ADP
ajceb-4653	17	10	public	public	ADJ
ajceb-4653	17	11	and	and	CCONJ
ajceb-4653	17	12	private	private	ADJ
ajceb-4653	17	13	clients	client	NOUN
ajceb-4653	17	14	tends	tend	VERB
ajceb-4653	17	15	to	to	PART
ajceb-4653	17	16	be	be	AUX
ajceb-4653	17	17	large	large	ADJ
ajceb-4653	17	18	scale	scale	NOUN
ajceb-4653	17	19	and	and	CCONJ
ajceb-4653	17	20	consequently	consequently	ADV
ajceb-4653	17	21	expensive	expensive	ADJ
ajceb-4653	17	22	.	.	PUNCT
ajceb-4653	18	1	an	an	DET
ajceb-4653	18	2	understanding	understanding	NOUN
ajceb-4653	18	3	of	of	ADP
ajceb-4653	18	4	the	the	DET
ajceb-4653	18	5	process	process	NOUN
ajceb-4653	18	6	of	of	ADP
ajceb-4653	18	7	changes	change	NOUN
ajceb-4653	18	8	in	in	ADP
ajceb-4653	18	9	the	the	DET
ajceb-4653	18	10	price	price	NOUN
ajceb-4653	18	11	of	of	ADP
ajceb-4653	18	12	building	build	VERB
ajceb-4653	18	13	work	work	NOUN
ajceb-4653	18	14	,	,	PUNCT
ajceb-4653	18	15	and	and	CCONJ
ajceb-4653	18	16	how	how	SCONJ
ajceb-4653	18	17	the	the	DET
ajceb-4653	18	18	process	process	NOUN
ajceb-4653	18	19	can	can	AUX
ajceb-4653	18	20	be	be	AUX
ajceb-4653	18	21	manipulated	manipulate	VERB
ajceb-4653	18	22	through	through	ADP
ajceb-4653	18	23	the	the	DET
ajceb-4653	18	24	release	release	NOUN
ajceb-4653	18	25	of	of	ADP
ajceb-4653	18	26	bidding	bid	VERB
ajceb-4653	18	27	feedback	feedback	NOUN
ajceb-4653	18	28	information	information	NOUN
ajceb-4653	18	29	is	be	AUX
ajceb-4653	18	30	vital	vital	ADJ
ajceb-4653	18	31	,	,	PUNCT
ajceb-4653	18	32	in	in	ADP
ajceb-4653	18	33	order	order	NOUN
ajceb-4653	18	34	to	to	PART
ajceb-4653	18	35	best	good	ADJ
ajceb-4653	18	36	design	design	NOUN
ajceb-4653	18	37	clients	client	NOUN
ajceb-4653	18	38	’	'	PUNCT
ajceb-4653	18	39	procurement	procurement	NOUN
ajceb-4653	18	40	policies	policy	NOUN
ajceb-4653	18	41	,	,	PUNCT
ajceb-4653	18	42	thereby	thereby	ADV
ajceb-4653	18	43	optimising	optimise	VERB
ajceb-4653	18	44	future	future	ADJ
ajceb-4653	18	45	procurement	procurement	NOUN
ajceb-4653	18	46	strategies	strategy	NOUN
ajceb-4653	18	47	.	.	PUNCT
ajceb-4653	19	1	information	information	NOUN
ajceb-4653	19	2	feedback	feedback	NOUN
ajceb-4653	19	3	in	in	ADP
ajceb-4653	19	4	recurrent	recurrent	ADJ
ajceb-4653	19	5	bidding	bidding	NOUN
ajceb-4653	19	6	is	be	AUX
ajceb-4653	19	7	an	an	DET
ajceb-4653	19	8	important	important	ADJ
ajceb-4653	19	9	design	design	NOUN
ajceb-4653	19	10	variable	variable	NOUN
ajceb-4653	19	11	in	in	ADP
ajceb-4653	19	12	optimal	optimal	ADJ
ajceb-4653	19	13	procurement	procurement	NOUN
ajceb-4653	19	14	design	design	NOUN
ajceb-4653	19	15	,	,	PUNCT
ajceb-4653	19	16	since	since	SCONJ
ajceb-4653	19	17	it	it	PRON
ajceb-4653	19	18	can	can	AUX
ajceb-4653	19	19	substantially	substantially	ADV
ajceb-4653	19	20	affect	affect	VERB
ajceb-4653	19	21	outcomes	outcome	NOUN
ajceb-4653	19	22	,	,	PUNCT
ajceb-4653	19	23	even	even	ADV
ajceb-4653	19	24	when	when	SCONJ
ajceb-4653	19	25	the	the	DET
ajceb-4653	19	26	feedback	feedback	NOUN
ajceb-4653	19	27	has	have	VERB
ajceb-4653	19	28	no	no	DET
ajceb-4653	19	29	strategic	strategic	ADJ
ajceb-4653	19	30	information	information	NOUN
ajceb-4653	19	31	value	value	NOUN
ajceb-4653	19	32	(	(	PUNCT
ajceb-4653	19	33	ockenfels	ockenfel	NOUN
ajceb-4653	19	34	and	and	CCONJ
ajceb-4653	19	35	selten	selten	VERB
ajceb-4653	19	36	,	,	PUNCT
ajceb-4653	19	37	2005	2005	NUM
ajceb-4653	19	38	)	)	PUNCT
ajceb-4653	19	39	.	.	PUNCT
ajceb-4653	20	1	milgrom	milgrom	ADP
ajceb-4653	20	2	and	and	CCONJ
ajceb-4653	20	3	weber	weber	PROPN
ajceb-4653	20	4	(	(	PUNCT
ajceb-4653	20	5	1982	1982	NUM
ajceb-4653	20	6	)	)	PUNCT
ajceb-4653	20	7	pointed	point	VERB
ajceb-4653	20	8	out	out	ADP
ajceb-4653	20	9	that	that	SCONJ
ajceb-4653	20	10	feedback	feedback	NOUN
ajceb-4653	20	11	information	information	NOUN
ajceb-4653	20	12	never	never	ADV
ajceb-4653	20	13	has	have	VERB
ajceb-4653	20	14	a	a	DET
ajceb-4653	20	15	negative	negative	ADJ
ajceb-4653	20	16	value	value	NOUN
ajceb-4653	20	17	to	to	ADP
ajceb-4653	20	18	the	the	DET
ajceb-4653	20	19	decision	decision	NOUN
ajceb-4653	20	20	-	-	PUNCT
ajceb-4653	20	21	maker	maker	NOUN
ajceb-4653	20	22	.	.	PUNCT
ajceb-4653	21	1	at	at	ADP
ajceb-4653	21	2	worst	bad	ADJ
ajceb-4653	21	3	,	,	PUNCT
ajceb-4653	21	4	irrelevant	irrelevant	ADJ
ajceb-4653	21	5	bidding	bidding	NOUN
ajceb-4653	21	6	feedback	feedback	NOUN
ajceb-4653	21	7	information	information	NOUN
ajceb-4653	21	8	can	can	AUX
ajceb-4653	21	9	be	be	AUX
ajceb-4653	21	10	ignored	ignore	VERB
ajceb-4653	21	11	by	by	ADP
ajceb-4653	21	12	contractors	contractor	NOUN
ajceb-4653	21	13	.	.	PUNCT
ajceb-4653	22	1	there	there	PRON
ajceb-4653	22	2	is	be	VERB
ajceb-4653	22	3	strong	strong	ADJ
ajceb-4653	22	4	empirical	empirical	ADJ
ajceb-4653	22	5	evidence	evidence	NOUN
ajceb-4653	22	6	of	of	ADP
ajceb-4653	22	7	systematic	systematic	ADJ
ajceb-4653	22	8	variations	variation	NOUN
ajceb-4653	22	9	in	in	ADP
ajceb-4653	22	10	bids	bid	NOUN
ajceb-4653	22	11	over	over	ADP
ajceb-4653	22	12	time	time	NOUN
ajceb-4653	22	13	(	(	PUNCT
ajceb-4653	22	14	e.g.	e.g.	ADV
ajceb-4653	22	15	,	,	PUNCT
ajceb-4653	22	16	mccaffer	mccaffer	NOUN
ajceb-4653	22	17	and	and	CCONJ
ajceb-4653	22	18	pettitt	pettitt	VERB
ajceb-4653	22	19	,	,	PUNCT
ajceb-4653	22	20	1976	1976	NUM
ajceb-4653	22	21	;	;	PUNCT
ajceb-4653	22	22	de	de	PROPN
ajceb-4653	22	23	neufville	neufville	PROPN
ajceb-4653	22	24	,	,	PUNCT
ajceb-4653	22	25	lesage	lesage	NOUN
ajceb-4653	22	26	and	and	CCONJ
ajceb-4653	22	27	hani	hani	NOUN
ajceb-4653	22	28	,	,	PUNCT
ajceb-4653	22	29	1977	1977	NUM
ajceb-4653	22	30	;	;	PUNCT
ajceb-4653	22	31	fu	fu	NOUN
ajceb-4653	22	32	,	,	PUNCT
ajceb-4653	22	33	drew	draw	VERB
ajceb-4653	22	34	and	and	CCONJ
ajceb-4653	22	35	lo	lo	PROPN
ajceb-4653	22	36	,	,	PUNCT
ajceb-4653	22	37	2002	2002	NUM
ajceb-4653	22	38	;	;	PUNCT
ajceb-4653	22	39	oo	oo	INTJ
ajceb-4653	22	40	,	,	PUNCT
ajceb-4653	22	41	lo	lo	PROPN
ajceb-4653	22	42	and	and	CCONJ
ajceb-4653	22	43	lim	lim	PROPN
ajceb-4653	22	44	,	,	PUNCT
ajceb-4653	22	45	2012	2012	NUM
ajceb-4653	22	46	)	)	PUNCT
ajceb-4653	22	47	,	,	PUNCT
ajceb-4653	22	48	suggesting	suggest	VERB
ajceb-4653	22	49	that	that	SCONJ
ajceb-4653	22	50	contractors	contractor	NOUN
ajceb-4653	22	51	learn	learn	VERB
ajceb-4653	22	52	from	from	ADP
ajceb-4653	22	53	their	their	PRON
ajceb-4653	22	54	experiences	experience	NOUN
ajceb-4653	22	55	.	.	PUNCT
ajceb-4653	23	1	in	in	ADP
ajceb-4653	23	2	examining	examine	VERB
ajceb-4653	23	3	a	a	DET
ajceb-4653	23	4	bidding	bidding	NOUN
ajceb-4653	23	5	dataset	dataset	NOUN
ajceb-4653	23	6	of	of	ADP
ajceb-4653	23	7	public	public	ADJ
ajceb-4653	23	8	sector	sector	NOUN
ajceb-4653	23	9	projects	project	NOUN
ajceb-4653	23	10	covering	cover	VERB
ajceb-4653	23	11	six	six	NUM
ajceb-4653	23	12	years	year	NOUN
ajceb-4653	23	13	,	,	PUNCT
ajceb-4653	23	14	fu	fu	NOUN
ajceb-4653	23	15	,	,	PUNCT
ajceb-4653	23	16	drew	draw	VERB
ajceb-4653	23	17	and	and	CCONJ
ajceb-4653	23	18	lo	lo	PROPN
ajceb-4653	23	19	(	(	PUNCT
ajceb-4653	23	20	2002	2002	NUM
ajceb-4653	23	21	)	)	PUNCT
ajceb-4653	23	22	found	find	VERB
ajceb-4653	23	23	that	that	SCONJ
ajceb-4653	23	24	experienced	experienced	ADJ
ajceb-4653	23	25	contractors	contractor	NOUN
ajceb-4653	23	26	who	who	PRON
ajceb-4653	23	27	bid	bid	VERB
ajceb-4653	23	28	more	more	ADV
ajceb-4653	23	29	frequently	frequently	ADV
ajceb-4653	23	30	are	be	AUX
ajceb-4653	23	31	more	more	ADV
ajceb-4653	23	32	competitive	competitive	ADJ
ajceb-4653	23	33	than	than	ADP
ajceb-4653	23	34	contractors	contractor	NOUN
ajceb-4653	23	35	who	who	PRON
ajceb-4653	23	36	bid	bid	VERB
ajceb-4653	23	37	only	only	ADV
ajceb-4653	23	38	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ajceb-4653	23	39	http://dx.doi.org/10.5130/ajceb.v15i4.4653	http://dx.doi.org/10.5130/ajceb.v15i4.4653	PROPN
ajceb-4653	23	40	mailto:lukeadaniel01@gmail.com	mailto:lukeadaniel01@gmail.com	VERB
ajceb-4653	23	41	construction	construction	NOUN
ajceb-4653	23	42	economics	economic	NOUN
ajceb-4653	23	43	and	and	CCONJ
ajceb-4653	23	44	building	building	NOUN
ajceb-4653	23	45	,	,	PUNCT
ajceb-4653	23	46	15(4	15(4	NUM
ajceb-4653	23	47	)	)	PUNCT
ajceb-4653	23	48	,	,	PUNCT
ajceb-4653	23	49	16	16	NUM
ajceb-4653	23	50	-	-	SYM
ajceb-4653	23	51	29	29	NUM
ajceb-4653	23	52	oo	oo	NOUN
ajceb-4653	23	53	,	,	PUNCT
ajceb-4653	23	54	ling	ling	PROPN
ajceb-4653	23	55	and	and	CCONJ
ajceb-4653	23	56	soo	soo	PROPN
ajceb-4653	23	57	17	17	NUM
ajceb-4653	23	58	occasionally	occasionally	ADV
ajceb-4653	23	59	.	.	PUNCT
ajceb-4653	24	1	cason	cason	PROPN
ajceb-4653	24	2	and	and	CCONJ
ajceb-4653	24	3	friedman	friedman	PROPN
ajceb-4653	24	4	(	(	PUNCT
ajceb-4653	24	5	1999	1999	NUM
ajceb-4653	24	6	)	)	PUNCT
ajceb-4653	24	7	state	state	NOUN
ajceb-4653	24	8	that	that	SCONJ
ajceb-4653	24	9	variations	variation	NOUN
ajceb-4653	24	10	in	in	ADP
ajceb-4653	24	11	bids	bid	NOUN
ajceb-4653	24	12	are	be	AUX
ajceb-4653	24	13	a	a	DET
ajceb-4653	24	14	result	result	NOUN
ajceb-4653	24	15	of	of	ADP
ajceb-4653	24	16	a	a	DET
ajceb-4653	24	17	learning	learning	NOUN
ajceb-4653	24	18	and	and	CCONJ
ajceb-4653	24	19	adjustment	adjustment	NOUN
ajceb-4653	24	20	process	process	NOUN
ajceb-4653	24	21	(	(	PUNCT
ajceb-4653	24	22	i.e.	i.e.	X
ajceb-4653	24	23	adaptive	adaptive	ADJ
ajceb-4653	24	24	learning	learning	NOUN
ajceb-4653	24	25	)	)	PUNCT
ajceb-4653	25	1	in	in	ADP
ajceb-4653	25	2	order	order	NOUN
ajceb-4653	25	3	to	to	PART
ajceb-4653	25	4	reach	reach	VERB
ajceb-4653	25	5	an	an	DET
ajceb-4653	25	6	optimum	optimum	ADJ
ajceb-4653	25	7	price	price	NOUN
ajceb-4653	25	8	.	.	PUNCT
ajceb-4653	26	1	contractors	contractor	NOUN
ajceb-4653	26	2	tend	tend	VERB
ajceb-4653	26	3	to	to	PART
ajceb-4653	26	4	optimize	optimize	VERB
ajceb-4653	26	5	their	their	PRON
ajceb-4653	26	6	bids	bid	NOUN
ajceb-4653	26	7	in	in	ADP
ajceb-4653	26	8	recurrent	recurrent	ADJ
ajceb-4653	26	9	bidding	bidding	NOUN
ajceb-4653	26	10	with	with	ADP
ajceb-4653	26	11	positive	positive	ADJ
ajceb-4653	26	12	reviews	review	NOUN
ajceb-4653	26	13	of	of	ADP
ajceb-4653	26	14	previous	previous	ADJ
ajceb-4653	26	15	bidding	bidding	NOUN
ajceb-4653	26	16	results	result	NOUN
ajceb-4653	26	17	(	(	PUNCT
ajceb-4653	26	18	fu	fu	ADJ
ajceb-4653	26	19	,	,	PUNCT
ajceb-4653	26	20	drew	draw	VERB
ajceb-4653	26	21	and	and	CCONJ
ajceb-4653	26	22	lo	lo	NOUN
ajceb-4653	26	23	,	,	PUNCT
ajceb-4653	26	24	2002	2002	NUM
ajceb-4653	26	25	)	)	PUNCT
ajceb-4653	26	26	.	.	PUNCT
ajceb-4653	27	1	similarly	similarly	ADV
ajceb-4653	27	2	,	,	PUNCT
ajceb-4653	27	3	kagel	kagel	PROPN
ajceb-4653	27	4	and	and	CCONJ
ajceb-4653	27	5	levin	levin	PROPN
ajceb-4653	27	6	(	(	PUNCT
ajceb-4653	27	7	2002	2002	NUM
ajceb-4653	27	8	)	)	PUNCT
ajceb-4653	27	9	suggest	suggest	VERB
ajceb-4653	27	10	that	that	SCONJ
ajceb-4653	27	11	bidders	bidder	NOUN
ajceb-4653	27	12	learn	learn	VERB
ajceb-4653	27	13	from	from	ADP
ajceb-4653	27	14	their	their	PRON
ajceb-4653	27	15	experiences	experience	NOUN
ajceb-4653	27	16	,	,	PUNCT
ajceb-4653	27	17	and	and	CCONJ
ajceb-4653	27	18	that	that	SCONJ
ajceb-4653	27	19	making	make	VERB
ajceb-4653	27	20	profits	profit	NOUN
ajceb-4653	27	21	,	,	PUNCT
ajceb-4653	27	22	losses	loss	NOUN
ajceb-4653	27	23	or	or	CCONJ
ajceb-4653	27	24	being	be	AUX
ajceb-4653	27	25	unsuccessful	unsuccessful	ADJ
ajceb-4653	27	26	will	will	AUX
ajceb-4653	27	27	result	result	VERB
ajceb-4653	27	28	in	in	ADP
ajceb-4653	27	29	changes	change	NOUN
ajceb-4653	27	30	to	to	ADP
ajceb-4653	27	31	their	their	PRON
ajceb-4653	27	32	bid	bid	NOUN
ajceb-4653	27	33	prices	price	NOUN
ajceb-4653	27	34	.	.	PUNCT
ajceb-4653	28	1	thus	thus	ADV
ajceb-4653	28	2	,	,	PUNCT
ajceb-4653	28	3	bidding	bid	VERB
ajceb-4653	28	4	feedback	feedback	NOUN
ajceb-4653	28	5	information	information	NOUN
ajceb-4653	28	6	plays	play	VERB
ajceb-4653	28	7	a	a	DET
ajceb-4653	28	8	vital	vital	ADJ
ajceb-4653	28	9	role	role	NOUN
ajceb-4653	28	10	to	to	PART
ajceb-4653	28	11	enable	enable	VERB
ajceb-4653	28	12	learning	learn	VERB
ajceb-4653	28	13	among	among	ADP
ajceb-4653	28	14	contractors	contractor	NOUN
ajceb-4653	28	15	in	in	ADP
ajceb-4653	28	16	recurrent	recurrent	ADJ
ajceb-4653	28	17	bidding	bidding	NOUN
ajceb-4653	28	18	.	.	PUNCT
ajceb-4653	29	1	this	this	DET
ajceb-4653	29	2	paper	paper	NOUN
ajceb-4653	29	3	aims	aim	VERB
ajceb-4653	29	4	to	to	PART
ajceb-4653	29	5	statistically	statistically	ADV
ajceb-4653	29	6	model	model	VERB
ajceb-4653	29	7	inexperienced	inexperienced	ADJ
ajceb-4653	29	8	individual	individual	ADJ
ajceb-4653	29	9	bidders	bidder	NOUN
ajceb-4653	29	10	’	'	PUNCT
ajceb-4653	29	11	learning	learn	VERB
ajceb-4653	29	12	in	in	ADP
ajceb-4653	29	13	recurrent	recurrent	ADJ
ajceb-4653	29	14	bidding	bidding	NOUN
ajceb-4653	29	15	under	under	ADP
ajceb-4653	29	16	two	two	NUM
ajceb-4653	29	17	different	different	ADJ
ajceb-4653	29	18	information	information	NOUN
ajceb-4653	29	19	feedback	feedback	NOUN
ajceb-4653	29	20	conditions	condition	NOUN
ajceb-4653	29	21	,	,	PUNCT
ajceb-4653	29	22	namely	namely	ADV
ajceb-4653	29	23	partial	partial	ADJ
ajceb-4653	29	24	information	information	NOUN
ajceb-4653	29	25	feedback	feedback	NOUN
ajceb-4653	29	26	condition	condition	NOUN
ajceb-4653	29	27	(	(	PUNCT
ajceb-4653	29	28	winning	win	VERB
ajceb-4653	29	29	bid	bid	NOUN
ajceb-4653	29	30	and	and	CCONJ
ajceb-4653	29	31	the	the	DET
ajceb-4653	29	32	identity	identity	NOUN
ajceb-4653	29	33	of	of	ADP
ajceb-4653	29	34	the	the	DET
ajceb-4653	29	35	winning	win	VERB
ajceb-4653	29	36	bidder	bidder	NOUN
ajceb-4653	29	37	)	)	PUNCT
ajceb-4653	29	38	and	and	CCONJ
ajceb-4653	29	39	full	full	ADJ
ajceb-4653	29	40	information	information	NOUN
ajceb-4653	29	41	feedback	feedback	NOUN
ajceb-4653	29	42	condition	condition	NOUN
ajceb-4653	29	43	(	(	PUNCT
ajceb-4653	29	44	all	all	DET
ajceb-4653	29	45	bids	bid	NOUN
ajceb-4653	29	46	and	and	CCONJ
ajceb-4653	29	47	the	the	DET
ajceb-4653	29	48	identity	identity	NOUN
ajceb-4653	29	49	of	of	ADP
ajceb-4653	29	50	the	the	DET
ajceb-4653	29	51	bidder	bidder	NOUN
ajceb-4653	29	52	making	make	VERB
ajceb-4653	29	53	each	each	DET
ajceb-4653	29	54	bid	bid	NOUN
ajceb-4653	29	55	)	)	PUNCT
ajceb-4653	29	56	.	.	PUNCT
ajceb-4653	30	1	the	the	DET
ajceb-4653	30	2	specific	specific	ADJ
ajceb-4653	30	3	objectives	objective	NOUN
ajceb-4653	30	4	are	be	AUX
ajceb-4653	30	5	to	to	PART
ajceb-4653	30	6	:	:	PUNCT
ajceb-4653	30	7	investigate	investigate	VERB
ajceb-4653	30	8	whether	whether	SCONJ
ajceb-4653	30	9	inexperienced	inexperienced	ADJ
ajceb-4653	30	10	bidders	bidder	NOUN
ajceb-4653	30	11	become	become	VERB
ajceb-4653	30	12	more	more	ADV
ajceb-4653	30	13	competitive	competitive	ADJ
ajceb-4653	30	14	over	over	ADP
ajceb-4653	30	15	time	time	NOUN
ajceb-4653	30	16	through	through	ADP
ajceb-4653	30	17	recurrent	recurrent	ADJ
ajceb-4653	30	18	bidding	bidding	NOUN
ajceb-4653	30	19	;	;	PUNCT
ajceb-4653	30	20	study	study	VERB
ajceb-4653	30	21	whether	whether	SCONJ
ajceb-4653	30	22	inexperienced	inexperienced	ADJ
ajceb-4653	30	23	bidders	bidder	NOUN
ajceb-4653	30	24	reach	reach	VERB
ajceb-4653	30	25	a	a	DET
ajceb-4653	30	26	steady	steady	ADJ
ajceb-4653	30	27	-	-	PUNCT
ajceb-4653	30	28	state	state	NOUN
ajceb-4653	30	29	as	as	SCONJ
ajceb-4653	30	30	they	they	PRON
ajceb-4653	30	31	learn	learn	VERB
ajceb-4653	30	32	through	through	ADP
ajceb-4653	30	33	recurrent	recurrent	ADJ
ajceb-4653	30	34	bidding	bidding	NOUN
ajceb-4653	30	35	;	;	PUNCT
ajceb-4653	30	36	examine	examine	VERB
ajceb-4653	30	37	the	the	DET
ajceb-4653	30	38	role	role	NOUN
ajceb-4653	30	39	of	of	ADP
ajceb-4653	30	40	information	information	NOUN
ajceb-4653	30	41	feedback	feedback	NOUN
ajceb-4653	30	42	on	on	ADP
ajceb-4653	30	43	inexperienced	inexperienced	ADJ
ajceb-4653	30	44	bidders	bidder	NOUN
ajceb-4653	30	45	’	'	PUNCT
ajceb-4653	30	46	learning	learning	NOUN
ajceb-4653	30	47	;	;	PUNCT
ajceb-4653	30	48	and	and	CCONJ
ajceb-4653	30	49	explore	explore	VERB
ajceb-4653	30	50	the	the	DET
ajceb-4653	30	51	learning	learning	NOUN
ajceb-4653	30	52	trends	trend	NOUN
ajceb-4653	30	53	of	of	ADP
ajceb-4653	30	54	inexperienced	inexperienced	ADJ
ajceb-4653	30	55	bidders	bidder	NOUN
ajceb-4653	30	56	in	in	ADP
ajceb-4653	30	57	recurrent	recurrent	ADJ
ajceb-4653	30	58	bidding	bidding	NOUN
ajceb-4653	30	59	.	.	PUNCT
ajceb-4653	31	1	using	use	VERB
ajceb-4653	31	2	a	a	DET
ajceb-4653	31	3	linear	linear	ADJ
ajceb-4653	31	4	mixed	mixed	ADJ
ajceb-4653	31	5	model	model	NOUN
ajceb-4653	31	6	,	,	PUNCT
ajceb-4653	31	7	the	the	DET
ajceb-4653	31	8	notion	notion	NOUN
ajceb-4653	31	9	of	of	ADP
ajceb-4653	31	10	heterogeneity	heterogeneity	NOUN
ajceb-4653	31	11	is	be	AUX
ajceb-4653	31	12	considered	consider	VERB
ajceb-4653	31	13	in	in	ADP
ajceb-4653	31	14	the	the	DET
ajceb-4653	31	15	statistical	statistical	ADJ
ajceb-4653	31	16	modelling	modelling	NOUN
ajceb-4653	31	17	attempt	attempt	NOUN
ajceb-4653	31	18	to	to	PART
ajceb-4653	31	19	capture	capture	VERB
ajceb-4653	31	20	the	the	DET
ajceb-4653	31	21	existence	existence	NOUN
ajceb-4653	31	22	of	of	ADP
ajceb-4653	31	23	heterogeneity	heterogeneity	NOUN
ajceb-4653	31	24	across	across	ADP
ajceb-4653	31	25	individual	individual	ADJ
ajceb-4653	31	26	bidders	bidder	NOUN
ajceb-4653	31	27	,	,	PUNCT
ajceb-4653	31	28	demonstrating	demonstrate	VERB
ajceb-4653	31	29	the	the	DET
ajceb-4653	31	30	uniqueness	uniqueness	NOUN
ajceb-4653	31	31	of	of	ADP
ajceb-4653	31	32	individual	individual	ADJ
ajceb-4653	31	33	bidders	bidder	NOUN
ajceb-4653	31	34	’	'	PUNCT
ajceb-4653	31	35	learning	learn	VERB
ajceb-4653	31	36	in	in	ADP
ajceb-4653	31	37	recurrent	recurrent	ADJ
ajceb-4653	31	38	bidding	bidding	NOUN
ajceb-4653	31	39	.	.	PUNCT
ajceb-4653	32	1	it	it	PRON
ajceb-4653	32	2	is	be	AUX
ajceb-4653	32	3	noted	note	VERB
ajceb-4653	32	4	that	that	SCONJ
ajceb-4653	32	5	hitherto	hitherto	NOUN
ajceb-4653	32	6	,	,	PUNCT
ajceb-4653	32	7	no	no	DET
ajceb-4653	32	8	similar	similar	ADJ
ajceb-4653	32	9	attempt	attempt	NOUN
ajceb-4653	32	10	has	have	AUX
ajceb-4653	32	11	been	be	AUX
ajceb-4653	32	12	made	make	VERB
ajceb-4653	32	13	to	to	PART
ajceb-4653	32	14	derive	derive	VERB
ajceb-4653	32	15	empirically	empirically	ADV
ajceb-4653	32	16	individual	individual	ADJ
ajceb-4653	32	17	-	-	PUNCT
ajceb-4653	32	18	specific	specific	ADJ
ajceb-4653	32	19	parameter	parameter	NOUN
ajceb-4653	32	20	estimates	estimate	NOUN
ajceb-4653	32	21	that	that	PRON
ajceb-4653	32	22	ascertain	ascertain	VERB
ajceb-4653	32	23	specific	specific	ADJ
ajceb-4653	32	24	types	type	NOUN
ajceb-4653	32	25	of	of	ADP
ajceb-4653	32	26	learning	learn	VERB
ajceb-4653	32	27	curves	curve	NOUN
ajceb-4653	32	28	of	of	ADP
ajceb-4653	32	29	individual	individual	ADJ
ajceb-4653	32	30	bidders	bidder	NOUN
ajceb-4653	32	31	in	in	ADP
ajceb-4653	32	32	response	response	NOUN
ajceb-4653	32	33	to	to	ADP
ajceb-4653	32	34	different	different	ADJ
ajceb-4653	32	35	information	information	NOUN
ajceb-4653	32	36	feedback	feedback	NOUN
ajceb-4653	32	37	conditions	condition	NOUN
ajceb-4653	32	38	.	.	PUNCT
ajceb-4653	33	1	the	the	DET
ajceb-4653	33	2	purpose	purpose	NOUN
ajceb-4653	33	3	of	of	ADP
ajceb-4653	33	4	undertaking	undertake	VERB
ajceb-4653	33	5	this	this	DET
ajceb-4653	33	6	study	study	NOUN
ajceb-4653	33	7	is	be	AUX
ajceb-4653	33	8	to	to	PART
ajceb-4653	33	9	advance	advance	VERB
ajceb-4653	33	10	our	our	PRON
ajceb-4653	33	11	understanding	understanding	NOUN
ajceb-4653	33	12	of	of	ADP
ajceb-4653	33	13	the	the	DET
ajceb-4653	33	14	process	process	NOUN
ajceb-4653	33	15	of	of	ADP
ajceb-4653	33	16	changes	change	NOUN
ajceb-4653	33	17	in	in	ADP
ajceb-4653	33	18	the	the	DET
ajceb-4653	33	19	construction	construction	NOUN
ajceb-4653	33	20	pricing	pricing	NOUN
ajceb-4653	33	21	,	,	PUNCT
ajceb-4653	33	22	and	and	CCONJ
ajceb-4653	33	23	how	how	SCONJ
ajceb-4653	33	24	the	the	DET
ajceb-4653	33	25	process	process	NOUN
ajceb-4653	33	26	can	can	AUX
ajceb-4653	33	27	be	be	AUX
ajceb-4653	33	28	manipulated	manipulate	VERB
ajceb-4653	33	29	through	through	ADP
ajceb-4653	33	30	the	the	DET
ajceb-4653	33	31	release	release	NOUN
ajceb-4653	33	32	of	of	ADP
ajceb-4653	33	33	bidding	bid	VERB
ajceb-4653	33	34	feedback	feedback	NOUN
ajceb-4653	33	35	information	information	NOUN
ajceb-4653	33	36	.	.	PUNCT
ajceb-4653	34	1	the	the	DET
ajceb-4653	34	2	findings	finding	NOUN
ajceb-4653	34	3	clearly	clearly	ADV
ajceb-4653	34	4	have	have	VERB
ajceb-4653	34	5	implications	implication	NOUN
ajceb-4653	34	6	on	on	ADP
ajceb-4653	34	7	clients	client	NOUN
ajceb-4653	34	8	’	'	PUNCT
ajceb-4653	34	9	procurement	procurement	NOUN
ajceb-4653	34	10	policies	policy	NOUN
ajceb-4653	34	11	.	.	PUNCT
ajceb-4653	35	1	information	information	NOUN
ajceb-4653	35	2	feedback	feedback	NOUN
ajceb-4653	35	3	and	and	CCONJ
ajceb-4653	35	4	learning	learn	VERB
ajceb-4653	35	5	in	in	ADP
ajceb-4653	35	6	construction	construction	NOUN
ajceb-4653	35	7	bidding	bidding	NOUN
ajceb-4653	35	8	there	there	PRON
ajceb-4653	35	9	is	be	VERB
ajceb-4653	35	10	a	a	DET
ajceb-4653	35	11	collection	collection	NOUN
ajceb-4653	35	12	of	of	ADP
ajceb-4653	35	13	studies	study	NOUN
ajceb-4653	35	14	in	in	ADP
ajceb-4653	35	15	conventional	conventional	ADJ
ajceb-4653	35	16	economics	economic	NOUN
ajceb-4653	35	17	that	that	PRON
ajceb-4653	35	18	examined	examine	VERB
ajceb-4653	35	19	the	the	DET
ajceb-4653	35	20	effect	effect	NOUN
ajceb-4653	35	21	of	of	ADP
ajceb-4653	35	22	different	different	ADJ
ajceb-4653	35	23	bidding	bidding	NOUN
ajceb-4653	35	24	information	information	NOUN
ajceb-4653	35	25	feedback	feedback	NOUN
ajceb-4653	35	26	conditions	condition	NOUN
ajceb-4653	35	27	on	on	ADP
ajceb-4653	35	28	bidders	bidder	NOUN
ajceb-4653	35	29	’	'	PUNCT
ajceb-4653	35	30	bidding	bidding	NOUN
ajceb-4653	35	31	behavior	behavior	NOUN
ajceb-4653	35	32	via	via	ADP
ajceb-4653	35	33	experimental	experimental	ADJ
ajceb-4653	35	34	settings	setting	NOUN
ajceb-4653	35	35	.	.	PUNCT
ajceb-4653	36	1	these	these	DET
ajceb-4653	36	2	experiments	experiment	NOUN
ajceb-4653	36	3	were	be	AUX
ajceb-4653	36	4	designed	design	VERB
ajceb-4653	36	5	in	in	ADP
ajceb-4653	36	6	two	two	NUM
ajceb-4653	36	7	main	main	ADJ
ajceb-4653	36	8	settings	setting	NOUN
ajceb-4653	36	9	,	,	PUNCT
ajceb-4653	36	10	namely	namely	ADV
ajceb-4653	36	11	ascending	ascend	VERB
ajceb-4653	36	12	first	first	ADJ
ajceb-4653	36	13	-	-	PUNCT
ajceb-4653	36	14	price	price	NOUN
ajceb-4653	36	15	sealed	seal	VERB
ajceb-4653	36	16	-	-	PUNCT
ajceb-4653	36	17	bid	bid	NOUN
ajceb-4653	36	18	auction	auction	NOUN
ajceb-4653	36	19	(	(	PUNCT
ajceb-4653	36	20	e.g.	e.g.	ADV
ajceb-4653	36	21	neugebauer	neugebauer	NOUN
ajceb-4653	36	22	and	and	CCONJ
ajceb-4653	36	23	selten	selten	VERB
ajceb-4653	36	24	,	,	PUNCT
ajceb-4653	36	25	2006	2006	NUM
ajceb-4653	36	26	;	;	PUNCT
ajceb-4653	36	27	engelbrecht	engelbrecht	NOUN
ajceb-4653	36	28	-	-	PUNCT
ajceb-4653	36	29	wiggans	wiggan	NOUN
ajceb-4653	36	30	and	and	CCONJ
ajceb-4653	36	31	katok	katok	NOUN
ajceb-4653	36	32	,	,	PUNCT
ajceb-4653	36	33	2008	2008	NUM
ajceb-4653	36	34	;	;	PUNCT
ajceb-4653	36	35	neugebauer	neugebauer	NOUN
ajceb-4653	36	36	and	and	CCONJ
ajceb-4653	36	37	perote	perote	VERB
ajceb-4653	36	38	,	,	PUNCT
ajceb-4653	36	39	2008	2008	NUM
ajceb-4653	36	40	)	)	PUNCT
ajceb-4653	36	41	and	and	CCONJ
ajceb-4653	36	42	descending	descend	VERB
ajceb-4653	36	43	first	first	ADJ
ajceb-4653	36	44	-	-	PUNCT
ajceb-4653	36	45	price	price	NOUN
ajceb-4653	36	46	sealed	seal	VERB
ajceb-4653	36	47	-	-	PUNCT
ajceb-4653	36	48	bid	bid	NOUN
ajceb-4653	36	49	auction	auction	NOUN
ajceb-4653	36	50	(	(	PUNCT
ajceb-4653	36	51	e.g.	e.g.	ADV
ajceb-4653	36	52	dufwenberg	dufwenberg	NOUN
ajceb-4653	36	53	and	and	CCONJ
ajceb-4653	36	54	gneezy	gneezy	NOUN
ajceb-4653	36	55	,	,	PUNCT
ajceb-4653	36	56	2002	2002	NUM
ajceb-4653	36	57	;	;	PUNCT
ajceb-4653	36	58	esponda	esponda	NOUN
ajceb-4653	36	59	,	,	PUNCT
ajceb-4653	36	60	2008	2008	NUM
ajceb-4653	36	61	)	)	PUNCT
ajceb-4653	36	62	.	.	PUNCT
ajceb-4653	37	1	they	they	PRON
ajceb-4653	37	2	provide	provide	VERB
ajceb-4653	37	3	a	a	DET
ajceb-4653	37	4	substantial	substantial	ADJ
ajceb-4653	37	5	amount	amount	NOUN
ajceb-4653	37	6	of	of	ADP
ajceb-4653	37	7	evidence	evidence	NOUN
ajceb-4653	37	8	that	that	SCONJ
ajceb-4653	37	9	varying	vary	VERB
ajceb-4653	37	10	information	information	NOUN
ajceb-4653	37	11	feedback	feedback	NOUN
ajceb-4653	37	12	conditions	condition	NOUN
ajceb-4653	37	13	affect	affect	VERB
ajceb-4653	37	14	bidders	bidder	NOUN
ajceb-4653	37	15	’	’	PART
ajceb-4653	37	16	competitiveness	competitiveness	NOUN
ajceb-4653	37	17	to	to	ADP
ajceb-4653	37	18	different	different	ADJ
ajceb-4653	37	19	degrees	degree	NOUN
ajceb-4653	37	20	,	,	PUNCT
ajceb-4653	37	21	thereby	thereby	ADV
ajceb-4653	37	22	affecting	affect	VERB
ajceb-4653	37	23	the	the	DET
ajceb-4653	37	24	revenues	revenue	NOUN
ajceb-4653	37	25	of	of	ADP
ajceb-4653	37	26	those	those	DET
ajceb-4653	37	27	accepting	accept	VERB
ajceb-4653	37	28	bids	bid	NOUN
ajceb-4653	37	29	to	to	PART
ajceb-4653	37	30	buy	buy	VERB
ajceb-4653	37	31	or	or	CCONJ
ajceb-4653	37	32	sell	sell	VERB
ajceb-4653	37	33	.	.	PUNCT
ajceb-4653	38	1	in	in	ADP
ajceb-4653	38	2	construction	construction	NOUN
ajceb-4653	38	3	bidding	bidding	NOUN
ajceb-4653	38	4	,	,	PUNCT
ajceb-4653	38	5	many	many	ADJ
ajceb-4653	38	6	codes	code	NOUN
ajceb-4653	38	7	of	of	ADP
ajceb-4653	38	8	bidding	bidding	NOUN
ajceb-4653	38	9	procedure	procedure	NOUN
ajceb-4653	38	10	recommend	recommend	VERB
ajceb-4653	38	11	clients	client	NOUN
ajceb-4653	38	12	provide	provide	VERB
ajceb-4653	38	13	contractors	contractor	NOUN
ajceb-4653	38	14	with	with	ADP
ajceb-4653	38	15	bidding	bid	VERB
ajceb-4653	38	16	feedback	feedback	NOUN
ajceb-4653	38	17	information	information	NOUN
ajceb-4653	38	18	(	(	PUNCT
ajceb-4653	38	19	e.g.	e.g.	ADV
ajceb-4653	38	20	ministry	ministry	PROPN
ajceb-4653	38	21	of	of	ADP
ajceb-4653	38	22	finance	finance	PROPN
ajceb-4653	38	23	,	,	PUNCT
ajceb-4653	38	24	2005	2005	NUM
ajceb-4653	38	25	;	;	PUNCT
ajceb-4653	38	26	new	new	ADJ
ajceb-4653	38	27	south	south	PROPN
ajceb-4653	38	28	wales	wales	PROPN
ajceb-4653	38	29	government	government	NOUN
ajceb-4653	38	30	,	,	PUNCT
ajceb-4653	38	31	2005	2005	NUM
ajceb-4653	38	32	)	)	PUNCT
ajceb-4653	38	33	.	.	PUNCT
ajceb-4653	39	1	the	the	DET
ajceb-4653	39	2	information	information	NOUN
ajceb-4653	39	3	feedback	feedback	NOUN
ajceb-4653	39	4	conditions	condition	NOUN
ajceb-4653	39	5	adopted	adopt	VERB
ajceb-4653	39	6	by	by	ADP
ajceb-4653	39	7	construction	construction	NOUN
ajceb-4653	39	8	clients	client	NOUN
ajceb-4653	39	9	can	can	AUX
ajceb-4653	39	10	be	be	AUX
ajceb-4653	39	11	broadly	broadly	ADV
ajceb-4653	39	12	classified	classify	VERB
ajceb-4653	39	13	into	into	ADP
ajceb-4653	39	14	full	full	ADJ
ajceb-4653	39	15	,	,	PUNCT
ajceb-4653	39	16	partial	partial	ADJ
ajceb-4653	39	17	and	and	CCONJ
ajceb-4653	39	18	no	no	DET
ajceb-4653	39	19	information	information	NOUN
ajceb-4653	39	20	(	(	PUNCT
ajceb-4653	39	21	oo	oo	INTJ
ajceb-4653	39	22	,	,	PUNCT
ajceb-4653	39	23	abdul	abdul	PROPN
ajceb-4653	39	24	-	-	PUNCT
ajceb-4653	39	25	aziz	aziz	PROPN
ajceb-4653	39	26	and	and	CCONJ
ajceb-4653	39	27	lim	lim	PROPN
ajceb-4653	39	28	,	,	PUNCT
ajceb-4653	39	29	2011	2011	NUM
ajceb-4653	39	30	)	)	PUNCT
ajceb-4653	39	31	.	.	PUNCT
ajceb-4653	40	1	in	in	ADP
ajceb-4653	40	2	the	the	DET
ajceb-4653	40	3	full	full	ADJ
ajceb-4653	40	4	information	information	NOUN
ajceb-4653	40	5	feedback	feedback	NOUN
ajceb-4653	40	6	condition	condition	NOUN
ajceb-4653	40	7	,	,	PUNCT
ajceb-4653	40	8	bidders	bidder	NOUN
ajceb-4653	40	9	were	be	AUX
ajceb-4653	40	10	informed	inform	VERB
ajceb-4653	40	11	at	at	ADP
ajceb-4653	40	12	the	the	DET
ajceb-4653	40	13	end	end	NOUN
ajceb-4653	40	14	of	of	ADP
ajceb-4653	40	15	each	each	DET
ajceb-4653	40	16	bidding	bidding	NOUN
ajceb-4653	40	17	competition	competition	NOUN
ajceb-4653	40	18	about	about	ADP
ajceb-4653	40	19	all	all	DET
ajceb-4653	40	20	bids	bid	NOUN
ajceb-4653	40	21	and	and	CCONJ
ajceb-4653	40	22	the	the	DET
ajceb-4653	40	23	identity	identity	NOUN
ajceb-4653	40	24	of	of	ADP
ajceb-4653	40	25	the	the	DET
ajceb-4653	40	26	bidder	bidder	NOUN
ajceb-4653	40	27	making	make	VERB
ajceb-4653	40	28	each	each	DET
ajceb-4653	40	29	bid	bid	NOUN
ajceb-4653	40	30	.	.	PUNCT
ajceb-4653	41	1	in	in	ADP
ajceb-4653	41	2	the	the	DET
ajceb-4653	41	3	partial	partial	ADJ
ajceb-4653	41	4	information	information	NOUN
ajceb-4653	41	5	feedback	feedback	NOUN
ajceb-4653	41	6	condition	condition	NOUN
ajceb-4653	41	7	,	,	PUNCT
ajceb-4653	41	8	bidders	bidder	NOUN
ajceb-4653	41	9	were	be	AUX
ajceb-4653	41	10	provided	provide	VERB
ajceb-4653	41	11	only	only	ADV
ajceb-4653	41	12	with	with	ADP
ajceb-4653	41	13	the	the	DET
ajceb-4653	41	14	winning	win	VERB
ajceb-4653	41	15	bid	bid	NOUN
ajceb-4653	41	16	and	and	CCONJ
ajceb-4653	41	17	the	the	DET
ajceb-4653	41	18	identity	identity	NOUN
ajceb-4653	41	19	of	of	ADP
ajceb-4653	41	20	the	the	DET
ajceb-4653	41	21	winning	win	VERB
ajceb-4653	41	22	bidder	bidder	NOUN
ajceb-4653	41	23	at	at	ADP
ajceb-4653	41	24	the	the	DET
ajceb-4653	41	25	end	end	NOUN
ajceb-4653	41	26	of	of	ADP
ajceb-4653	41	27	each	each	DET
ajceb-4653	41	28	bidding	bidding	NOUN
ajceb-4653	41	29	competition	competition	NOUN
ajceb-4653	41	30	.	.	PUNCT
ajceb-4653	42	1	however	however	ADV
ajceb-4653	42	2	,	,	PUNCT
ajceb-4653	42	3	in	in	ADP
ajceb-4653	42	4	many	many	ADJ
ajceb-4653	42	5	cases	case	NOUN
ajceb-4653	42	6	,	,	PUNCT
ajceb-4653	42	7	clients	client	NOUN
ajceb-4653	42	8	do	do	AUX
ajceb-4653	42	9	not	not	PART
ajceb-4653	42	10	provide	provide	VERB
ajceb-4653	42	11	feedback	feedback	NOUN
ajceb-4653	42	12	information	information	NOUN
ajceb-4653	42	13	or	or	CCONJ
ajceb-4653	42	14	provide	provide	VERB
ajceb-4653	42	15	insufficient	insufficient	ADJ
ajceb-4653	42	16	feedback	feedback	NOUN
ajceb-4653	42	17	to	to	ADP
ajceb-4653	42	18	contractors	contractor	NOUN
ajceb-4653	42	19	(	(	PUNCT
ajceb-4653	42	20	drew	draw	VERB
ajceb-4653	42	21	and	and	CCONJ
ajceb-4653	42	22	fellows	fellow	NOUN
ajceb-4653	42	23	,	,	PUNCT
ajceb-4653	42	24	1996	1996	NUM
ajceb-4653	42	25	)	)	PUNCT
ajceb-4653	42	26	.	.	PUNCT
ajceb-4653	43	1	despite	despite	SCONJ
ajceb-4653	43	2	the	the	DET
ajceb-4653	43	3	fact	fact	NOUN
ajceb-4653	43	4	that	that	SCONJ
ajceb-4653	43	5	the	the	DET
ajceb-4653	43	6	exercise	exercise	NOUN
ajceb-4653	43	7	to	to	PART
ajceb-4653	43	8	collect	collect	VERB
ajceb-4653	43	9	historical	historical	ADJ
ajceb-4653	43	10	bids	bid	NOUN
ajceb-4653	43	11	is	be	AUX
ajceb-4653	43	12	both	both	DET
ajceb-4653	43	13	time	time	NOUN
ajceb-4653	43	14	consuming	consume	VERB
ajceb-4653	43	15	and	and	CCONJ
ajceb-4653	43	16	expensive	expensive	ADJ
ajceb-4653	43	17	to	to	PART
ajceb-4653	43	18	undertake	undertake	VERB
ajceb-4653	43	19	(	(	PUNCT
ajceb-4653	43	20	lowe	lowe	NOUN
ajceb-4653	43	21	and	and	CCONJ
ajceb-4653	43	22	skitmore	skitmore	NOUN
ajceb-4653	43	23	,	,	PUNCT
ajceb-4653	43	24	2006	2006	NUM
ajceb-4653	43	25	)	)	PUNCT
ajceb-4653	44	1	it	it	PRON
ajceb-4653	44	2	has	have	AUX
ajceb-4653	44	3	been	be	AUX
ajceb-4653	44	4	reported	report	VERB
ajceb-4653	44	5	that	that	SCONJ
ajceb-4653	44	6	contractors	contractor	NOUN
ajceb-4653	44	7	obtained	obtain	VERB
ajceb-4653	44	8	historic	historic	ADJ
ajceb-4653	44	9	bidding	bidding	NOUN
ajceb-4653	44	10	data	datum	NOUN
ajceb-4653	44	11	from	from	ADP
ajceb-4653	44	12	a	a	DET
ajceb-4653	44	13	variety	variety	NOUN
ajceb-4653	44	14	of	of	ADP
ajceb-4653	44	15	sources	source	NOUN
ajceb-4653	44	16	,	,	PUNCT
ajceb-4653	44	17	including	include	VERB
ajceb-4653	44	18	:	:	PUNCT
ajceb-4653	44	19	competitors	competitor	NOUN
ajceb-4653	44	20	,	,	PUNCT
ajceb-4653	44	21	subcontractors	subcontractor	NOUN
ajceb-4653	44	22	,	,	PUNCT
ajceb-4653	44	23	friendly	friendly	ADJ
ajceb-4653	44	24	acquaintances	acquaintance	NOUN
ajceb-4653	44	25	,	,	PUNCT
ajceb-4653	44	26	suppliers	supplier	NOUN
ajceb-4653	44	27	and	and	CCONJ
ajceb-4653	44	28	newspapers	newspaper	NOUN
ajceb-4653	44	29	(	(	PUNCT
ajceb-4653	44	30	park	park	NOUN
ajceb-4653	44	31	and	and	CCONJ
ajceb-4653	44	32	chapin	chapin	NOUN
ajceb-4653	44	33	,	,	PUNCT
ajceb-4653	44	34	1992	1992	NUM
ajceb-4653	44	35	;	;	PUNCT
ajceb-4653	44	36	drew	draw	VERB
ajceb-4653	44	37	and	and	CCONJ
ajceb-4653	44	38	fellows	fellow	NOUN
ajceb-4653	44	39	,	,	PUNCT
ajceb-4653	44	40	1996	1996	NUM
ajceb-4653	44	41	)	)	PUNCT
ajceb-4653	44	42	.	.	PUNCT
ajceb-4653	45	1	this	this	PRON
ajceb-4653	45	2	can	can	AUX
ajceb-4653	45	3	be	be	AUX
ajceb-4653	45	4	explained	explain	VERB
ajceb-4653	45	5	because	because	SCONJ
ajceb-4653	45	6	contractors	contractor	NOUN
ajceb-4653	45	7	have	have	VERB
ajceb-4653	45	8	to	to	PART
ajceb-4653	45	9	rely	rely	VERB
ajceb-4653	45	10	on	on	ADP
ajceb-4653	45	11	effective	effective	ADJ
ajceb-4653	45	12	pricing	pricing	NOUN
ajceb-4653	45	13	methods	method	NOUN
ajceb-4653	45	14	in	in	ADP
ajceb-4653	45	15	order	order	NOUN
ajceb-4653	45	16	to	to	PART
ajceb-4653	45	17	translate	translate	VERB
ajceb-4653	45	18	potential	potential	ADJ
ajceb-4653	45	19	business	business	NOUN
ajceb-4653	45	20	into	into	ADP
ajceb-4653	45	21	reality	reality	NOUN
ajceb-4653	45	22	for	for	ADP
ajceb-4653	45	23	long	long	ADJ
ajceb-4653	45	24	-	-	PUNCT
ajceb-4653	45	25	term	term	NOUN
ajceb-4653	45	26	survival	survival	NOUN
ajceb-4653	45	27	of	of	ADP
ajceb-4653	45	28	their	their	PRON
ajceb-4653	45	29	firms	firm	NOUN
ajceb-4653	45	30	,	,	PUNCT
ajceb-4653	45	31	construction	construction	NOUN
ajceb-4653	45	32	economics	economic	NOUN
ajceb-4653	45	33	and	and	CCONJ
ajceb-4653	45	34	building	building	NOUN
ajceb-4653	45	35	,	,	PUNCT
ajceb-4653	45	36	15(4	15(4	NUM
ajceb-4653	45	37	)	)	PUNCT
ajceb-4653	45	38	,	,	PUNCT
ajceb-4653	45	39	16	16	NUM
ajceb-4653	45	40	-	-	SYM
ajceb-4653	45	41	29	29	NUM
ajceb-4653	45	42	oo	oo	NOUN
ajceb-4653	45	43	,	,	PUNCT
ajceb-4653	45	44	ling	ling	PROPN
ajceb-4653	45	45	and	and	CCONJ
ajceb-4653	45	46	soo	soo	PROPN
ajceb-4653	45	47	18	18	NUM
ajceb-4653	45	48	this	this	PRON
ajceb-4653	45	49	inevitably	inevitably	ADV
ajceb-4653	45	50	involves	involve	VERB
ajceb-4653	45	51	effective	effective	ADJ
ajceb-4653	45	52	utilization	utilization	NOUN
ajceb-4653	45	53	of	of	ADP
ajceb-4653	45	54	bidding	bid	VERB
ajceb-4653	45	55	feedback	feedback	NOUN
ajceb-4653	45	56	information	information	NOUN
ajceb-4653	45	57	towards	towards	ADP
ajceb-4653	45	58	winning	win	VERB
ajceb-4653	45	59	jobs	job	NOUN
ajceb-4653	45	60	with	with	ADP
ajceb-4653	45	61	high	high	ADJ
ajceb-4653	45	62	profit	profit	NOUN
ajceb-4653	45	63	potential	potential	NOUN
ajceb-4653	45	64	(	(	PUNCT
ajceb-4653	45	65	soo	soo	INTJ
ajceb-4653	45	66	and	and	CCONJ
ajceb-4653	45	67	oo	oo	INTJ
ajceb-4653	45	68	,	,	PUNCT
ajceb-4653	45	69	2010	2010	NUM
ajceb-4653	45	70	)	)	PUNCT
ajceb-4653	45	71	.	.	PUNCT
ajceb-4653	46	1	they	they	PRON
ajceb-4653	46	2	use	use	VERB
ajceb-4653	46	3	historic	historic	ADJ
ajceb-4653	46	4	bidding	bidding	NOUN
ajceb-4653	46	5	dataset	dataset	NOUN
ajceb-4653	46	6	for	for	ADP
ajceb-4653	46	7	their	their	PRON
ajceb-4653	46	8	own	own	ADJ
ajceb-4653	46	9	purpose	purpose	NOUN
ajceb-4653	46	10	wherever	wherever	SCONJ
ajceb-4653	46	11	it	it	PRON
ajceb-4653	46	12	seems	seem	VERB
ajceb-4653	46	13	fit	fit	ADJ
ajceb-4653	46	14	,	,	PUNCT
ajceb-4653	46	15	including	include	VERB
ajceb-4653	46	16	(	(	PUNCT
ajceb-4653	46	17	drew	drew	NOUN
ajceb-4653	46	18	and	and	CCONJ
ajceb-4653	46	19	fellows	fellow	NOUN
ajceb-4653	46	20	,	,	PUNCT
ajceb-4653	46	21	1996	1996	NUM
ajceb-4653	46	22	;	;	PUNCT
ajceb-4653	46	23	lo	lo	PROPN
ajceb-4653	46	24	,	,	PUNCT
ajceb-4653	46	25	drew	draw	VERB
ajceb-4653	46	26	and	and	CCONJ
ajceb-4653	46	27	fu	fu	NOUN
ajceb-4653	46	28	,	,	PUNCT
ajceb-4653	46	29	2000	2000	NUM
ajceb-4653	46	30	;	;	PUNCT
ajceb-4653	46	31	runeson	runeson	PROPN
ajceb-4653	46	32	,	,	PUNCT
ajceb-4653	46	33	2000	2000	NUM
ajceb-4653	46	34	):	):	PUNCT
ajceb-4653	46	35	(	(	PUNCT
ajceb-4653	46	36	i	i	NOUN
ajceb-4653	46	37	)	)	PUNCT
ajceb-4653	46	38	for	for	ADP
ajceb-4653	46	39	analyzing	analyze	VERB
ajceb-4653	46	40	the	the	DET
ajceb-4653	46	41	prevailing	prevail	VERB
ajceb-4653	46	42	market	market	NOUN
ajceb-4653	46	43	conditions	condition	NOUN
ajceb-4653	46	44	;	;	PUNCT
ajceb-4653	46	45	(	(	PUNCT
ajceb-4653	46	46	ii	ii	NOUN
ajceb-4653	46	47	)	)	PUNCT
ajceb-4653	46	48	for	for	ADP
ajceb-4653	46	49	analyzing	analyze	VERB
ajceb-4653	46	50	the	the	DET
ajceb-4653	46	51	competitiveness	competitiveness	NOUN
ajceb-4653	46	52	of	of	ADP
ajceb-4653	46	53	their	their	PRON
ajceb-4653	46	54	cost	cost	NOUN
ajceb-4653	46	55	estimates	estimate	NOUN
ajceb-4653	46	56	;	;	PUNCT
ajceb-4653	46	57	(	(	PUNCT
ajceb-4653	46	58	iii	iii	NOUN
ajceb-4653	46	59	)	)	PUNCT
ajceb-4653	46	60	for	for	ADP
ajceb-4653	46	61	deciding	decide	VERB
ajceb-4653	46	62	on	on	ADP
ajceb-4653	46	63	whether	whether	SCONJ
ajceb-4653	46	64	or	or	CCONJ
ajceb-4653	46	65	not	not	PART
ajceb-4653	46	66	to	to	PART
ajceb-4653	46	67	bid	bid	VERB
ajceb-4653	46	68	for	for	ADP
ajceb-4653	46	69	future	future	ADJ
ajceb-4653	46	70	projects	project	NOUN
ajceb-4653	46	71	;	;	PUNCT
ajceb-4653	46	72	(	(	PUNCT
ajceb-4653	46	73	iv	iv	X
ajceb-4653	46	74	)	)	PUNCT
ajceb-4653	46	75	for	for	ADP
ajceb-4653	46	76	determining	determine	VERB
ajceb-4653	46	77	mark	mark	NOUN
ajceb-4653	46	78	-	-	PUNCT
ajceb-4653	46	79	up	up	NOUN
ajceb-4653	46	80	for	for	ADP
ajceb-4653	46	81	future	future	ADJ
ajceb-4653	46	82	projects	project	NOUN
ajceb-4653	46	83	;	;	PUNCT
ajceb-4653	46	84	(	(	PUNCT
ajceb-4653	46	85	v	v	NOUN
ajceb-4653	46	86	)	)	PUNCT
ajceb-4653	46	87	for	for	ADP
ajceb-4653	46	88	analyzing	analyze	VERB
ajceb-4653	46	89	their	their	PRON
ajceb-4653	46	90	bidding	bidding	NOUN
ajceb-4653	46	91	performance	performance	NOUN
ajceb-4653	46	92	;	;	PUNCT
ajceb-4653	46	93	and	and	CCONJ
ajceb-4653	46	94	(	(	PUNCT
ajceb-4653	46	95	vi	vi	X
ajceb-4653	46	96	)	)	PUNCT
ajceb-4653	46	97	for	for	ADP
ajceb-4653	46	98	analyzing	analyze	VERB
ajceb-4653	46	99	bidding	bidding	NOUN
ajceb-4653	46	100	performance	performance	NOUN
ajceb-4653	46	101	of	of	ADP
ajceb-4653	46	102	their	their	PRON
ajceb-4653	46	103	competitors	competitor	NOUN
ajceb-4653	46	104	.	.	PUNCT
ajceb-4653	47	1	kortanek	kortanek	NOUN
ajceb-4653	47	2	,	,	PUNCT
ajceb-4653	47	3	sodeni	sodeni	NOUN
ajceb-4653	47	4	and	and	CCONJ
ajceb-4653	47	5	sodaro	sodaro	NOUN
ajceb-4653	47	6	(	(	PUNCT
ajceb-4653	47	7	1973	1973	NUM
ajceb-4653	47	8	)	)	PUNCT
ajceb-4653	47	9	noted	note	VERB
ajceb-4653	47	10	that	that	SCONJ
ajceb-4653	47	11	a	a	DET
ajceb-4653	47	12	bidder	bidder	NOUN
ajceb-4653	47	13	’s	’s	PART
ajceb-4653	47	14	bidding	bidding	NOUN
ajceb-4653	47	15	strategy	strategy	NOUN
ajceb-4653	47	16	that	that	PRON
ajceb-4653	47	17	reflects	reflect	VERB
ajceb-4653	47	18	its	its	PRON
ajceb-4653	47	19	bidding	bidding	NOUN
ajceb-4653	47	20	behavior	behavior	NOUN
ajceb-4653	47	21	at	at	ADP
ajceb-4653	47	22	any	any	DET
ajceb-4653	47	23	time	time	NOUN
ajceb-4653	47	24	is	be	AUX
ajceb-4653	47	25	a	a	DET
ajceb-4653	47	26	direct	direct	ADJ
ajceb-4653	47	27	product	product	NOUN
ajceb-4653	47	28	of	of	ADP
ajceb-4653	47	29	learning	learning	PROPN
ajceb-4653	47	30	,	,	PUNCT
ajceb-4653	47	31	governing	govern	VERB
ajceb-4653	47	32	the	the	DET
ajceb-4653	47	33	bidder	bidder	NOUN
ajceb-4653	47	34	’s	’s	PART
ajceb-4653	47	35	competitiveness	competitiveness	NOUN
ajceb-4653	47	36	.	.	PUNCT
ajceb-4653	48	1	fu	fu	PROPN
ajceb-4653	48	2	,	,	PUNCT
ajceb-4653	48	3	drew	draw	VERB
ajceb-4653	48	4	and	and	CCONJ
ajceb-4653	48	5	lo	lo	PROPN
ajceb-4653	48	6	(	(	PUNCT
ajceb-4653	48	7	2004	2004	NUM
ajceb-4653	48	8	)	)	PUNCT
ajceb-4653	48	9	proposed	propose	VERB
ajceb-4653	48	10	a	a	DET
ajceb-4653	48	11	conceptual	conceptual	ADJ
ajceb-4653	48	12	framework	framework	NOUN
ajceb-4653	48	13	of	of	ADP
ajceb-4653	48	14	learning	learn	VERB
ajceb-4653	48	15	in	in	ADP
ajceb-4653	48	16	recurrent	recurrent	ADJ
ajceb-4653	48	17	construction	construction	NOUN
ajceb-4653	48	18	bidding	bidding	NOUN
ajceb-4653	48	19	in	in	ADP
ajceb-4653	48	20	which	which	PRON
ajceb-4653	48	21	a	a	DET
ajceb-4653	48	22	contracting	contracting	NOUN
ajceb-4653	48	23	firm	firm	NOUN
ajceb-4653	48	24	is	be	AUX
ajceb-4653	48	25	seen	see	VERB
ajceb-4653	48	26	as	as	ADP
ajceb-4653	48	27	an	an	DET
ajceb-4653	48	28	interpretation	interpretation	NOUN
ajceb-4653	48	29	system	system	NOUN
ajceb-4653	48	30	.	.	PUNCT
ajceb-4653	49	1	the	the	DET
ajceb-4653	49	2	learning	learning	NOUN
ajceb-4653	49	3	process	process	NOUN
ajceb-4653	49	4	activates	activate	VERB
ajceb-4653	49	5	the	the	DET
ajceb-4653	49	6	interpretation	interpretation	NOUN
ajceb-4653	49	7	process	process	NOUN
ajceb-4653	49	8	that	that	PRON
ajceb-4653	49	9	transforms	transform	VERB
ajceb-4653	49	10	a	a	DET
ajceb-4653	49	11	flow	flow	NOUN
ajceb-4653	49	12	of	of	ADP
ajceb-4653	49	13	data	datum	NOUN
ajceb-4653	49	14	(	(	PUNCT
ajceb-4653	49	15	i.e.	i.e.	X
ajceb-4653	49	16	,	,	PUNCT
ajceb-4653	49	17	previous	previous	ADJ
ajceb-4653	49	18	bidding	bidding	NOUN
ajceb-4653	49	19	results	result	NOUN
ajceb-4653	49	20	and	and	CCONJ
ajceb-4653	49	21	data	datum	NOUN
ajceb-4653	49	22	derived	derive	VERB
ajceb-4653	49	23	from	from	ADP
ajceb-4653	49	24	completed	complete	VERB
ajceb-4653	49	25	and	and	CCONJ
ajceb-4653	49	26	ongoing	ongoing	ADJ
ajceb-4653	49	27	projects	project	NOUN
ajceb-4653	49	28	)	)	PUNCT
ajceb-4653	49	29	into	into	ADP
ajceb-4653	49	30	information	information	NOUN
ajceb-4653	49	31	,	,	PUNCT
ajceb-4653	49	32	and	and	CCONJ
ajceb-4653	49	33	that	that	PRON
ajceb-4653	49	34	interpreted	interpret	VERB
ajceb-4653	49	35	information	information	NOUN
ajceb-4653	49	36	is	be	AUX
ajceb-4653	49	37	incorporated	incorporate	VERB
ajceb-4653	49	38	into	into	ADP
ajceb-4653	49	39	next	next	ADJ
ajceb-4653	49	40	bidding	bidding	NOUN
ajceb-4653	49	41	decision	decision	NOUN
ajceb-4653	49	42	to	to	PART
ajceb-4653	49	43	enhance	enhance	VERB
ajceb-4653	49	44	competitiveness	competitiveness	NOUN
ajceb-4653	49	45	.	.	PUNCT
ajceb-4653	50	1	it	it	PRON
ajceb-4653	50	2	is	be	AUX
ajceb-4653	50	3	recognized	recognize	VERB
ajceb-4653	50	4	that	that	SCONJ
ajceb-4653	50	5	current	current	ADJ
ajceb-4653	50	6	and	and	CCONJ
ajceb-4653	50	7	past	past	ADJ
ajceb-4653	50	8	project	project	NOUN
ajceb-4653	50	9	information	information	NOUN
ajceb-4653	50	10	would	would	AUX
ajceb-4653	50	11	have	have	VERB
ajceb-4653	50	12	an	an	DET
ajceb-4653	50	13	impact	impact	NOUN
ajceb-4653	50	14	on	on	ADP
ajceb-4653	50	15	contractors	contractor	NOUN
ajceb-4653	50	16	’	'	PUNCT
ajceb-4653	50	17	bidding	bidding	NOUN
ajceb-4653	50	18	decisions	decision	NOUN
ajceb-4653	50	19	,	,	PUNCT
ajceb-4653	50	20	the	the	DET
ajceb-4653	50	21	focus	focus	NOUN
ajceb-4653	50	22	of	of	ADP
ajceb-4653	50	23	this	this	DET
ajceb-4653	50	24	study	study	NOUN
ajceb-4653	50	25	is	be	AUX
ajceb-4653	50	26	,	,	PUNCT
ajceb-4653	50	27	however	however	ADV
ajceb-4653	50	28	,	,	PUNCT
ajceb-4653	50	29	on	on	ADP
ajceb-4653	50	30	the	the	DET
ajceb-4653	50	31	effect	effect	NOUN
ajceb-4653	50	32	of	of	ADP
ajceb-4653	50	33	previous	previous	ADJ
ajceb-4653	50	34	bidding	bidding	NOUN
ajceb-4653	50	35	results	result	NOUN
ajceb-4653	50	36	on	on	ADP
ajceb-4653	50	37	inexperienced	inexperienced	ADJ
ajceb-4653	50	38	bidders	bidder	NOUN
ajceb-4653	50	39	’	'	PUNCT
ajceb-4653	50	40	learning	learning	NOUN
ajceb-4653	50	41	.	.	PUNCT
ajceb-4653	51	1	the	the	DET
ajceb-4653	51	2	notion	notion	NOUN
ajceb-4653	51	3	of	of	ADP
ajceb-4653	51	4	heterogeneity	heterogeneity	NOUN
ajceb-4653	51	5	the	the	DET
ajceb-4653	51	6	bidder	bidder	NOUN
ajceb-4653	51	7	homogeneity	homogeneity	NOUN
ajceb-4653	51	8	assumption	assumption	NOUN
ajceb-4653	51	9	,	,	PUNCT
ajceb-4653	51	10	i.e.	i.e.	X
ajceb-4653	51	11	,	,	PUNCT
ajceb-4653	51	12	all	all	DET
ajceb-4653	51	13	bidders	bidder	NOUN
ajceb-4653	51	14	are	be	AUX
ajceb-4653	51	15	homogenous	homogenous	ADJ
ajceb-4653	51	16	and	and	CCONJ
ajceb-4653	51	17	behaving	behave	VERB
ajceb-4653	51	18	collectively	collectively	ADV
ajceb-4653	51	19	and	and	CCONJ
ajceb-4653	51	20	consistently	consistently	ADV
ajceb-4653	51	21	in	in	ADP
ajceb-4653	51	22	a	a	DET
ajceb-4653	51	23	similar	similar	ADJ
ajceb-4653	51	24	statistical	statistical	ADJ
ajceb-4653	51	25	manner	manner	NOUN
ajceb-4653	51	26	(	(	PUNCT
ajceb-4653	51	27	skitmore	skitmore	NOUN
ajceb-4653	51	28	,	,	PUNCT
ajceb-4653	51	29	1991	1991	NUM
ajceb-4653	51	30	)	)	PUNCT
ajceb-4653	51	31	has	have	AUX
ajceb-4653	51	32	been	be	AUX
ajceb-4653	51	33	adopted	adopt	VERB
ajceb-4653	51	34	in	in	ADP
ajceb-4653	51	35	considerable	considerable	ADJ
ajceb-4653	51	36	large	large	ADJ
ajceb-4653	51	37	sets	set	NOUN
ajceb-4653	51	38	of	of	ADP
ajceb-4653	51	39	statistical	statistical	ADJ
ajceb-4653	51	40	bidding	bidding	NOUN
ajceb-4653	51	41	models	model	NOUN
ajceb-4653	51	42	,	,	PUNCT
ajceb-4653	51	43	which	which	PRON
ajceb-4653	51	44	can	can	AUX
ajceb-4653	51	45	be	be	AUX
ajceb-4653	51	46	attributed	attribute	VERB
ajceb-4653	51	47	to	to	ADP
ajceb-4653	51	48	data	datum	NOUN
ajceb-4653	51	49	limitations	limitation	NOUN
ajceb-4653	51	50	that	that	PRON
ajceb-4653	51	51	do	do	AUX
ajceb-4653	51	52	not	not	PART
ajceb-4653	51	53	allow	allow	VERB
ajceb-4653	51	54	the	the	DET
ajceb-4653	51	55	application	application	NOUN
ajceb-4653	51	56	of	of	ADP
ajceb-4653	51	57	heterogeneity	heterogeneity	NOUN
ajceb-4653	51	58	approach	approach	NOUN
ajceb-4653	51	59	to	to	ADP
ajceb-4653	51	60	modelling	modelling	NOUN
ajceb-4653	51	61	(	(	PUNCT
ajceb-4653	51	62	runeson	runeson	NOUN
ajceb-4653	51	63	and	and	CCONJ
ajceb-4653	51	64	skitmore	skitmore	NOUN
ajceb-4653	51	65	,	,	PUNCT
ajceb-4653	51	66	1999	1999	NUM
ajceb-4653	51	67	)	)	PUNCT
ajceb-4653	51	68	.	.	PUNCT
ajceb-4653	52	1	however	however	ADV
ajceb-4653	52	2	,	,	PUNCT
ajceb-4653	52	3	of	of	ADP
ajceb-4653	52	4	the	the	DET
ajceb-4653	52	5	little	little	ADJ
ajceb-4653	52	6	empirical	empirical	ADJ
ajceb-4653	52	7	research	research	NOUN
ajceb-4653	52	8	to	to	ADP
ajceb-4653	52	9	date	date	NOUN
ajceb-4653	52	10	aimed	aim	VERB
ajceb-4653	52	11	at	at	ADP
ajceb-4653	52	12	testing	test	VERB
ajceb-4653	52	13	the	the	DET
ajceb-4653	52	14	tenability	tenability	NOUN
ajceb-4653	52	15	of	of	ADP
ajceb-4653	52	16	this	this	DET
ajceb-4653	52	17	assumption	assumption	NOUN
ajceb-4653	52	18	,	,	PUNCT
ajceb-4653	52	19	several	several	ADJ
ajceb-4653	52	20	studies	study	NOUN
ajceb-4653	52	21	have	have	AUX
ajceb-4653	52	22	reported	report	VERB
ajceb-4653	52	23	the	the	DET
ajceb-4653	52	24	existence	existence	NOUN
ajceb-4653	52	25	of	of	ADP
ajceb-4653	52	26	heterogeneity	heterogeneity	NOUN
ajceb-4653	52	27	across	across	ADP
ajceb-4653	52	28	bidders	bidder	NOUN
ajceb-4653	52	29	(	(	PUNCT
ajceb-4653	52	30	e.g.	e.g.	ADV
ajceb-4653	52	31	skitmore	skitmore	NOUN
ajceb-4653	52	32	,	,	PUNCT
ajceb-4653	52	33	1991	1991	NUM
ajceb-4653	52	34	;	;	PUNCT
ajceb-4653	52	35	oo	oo	INTJ
ajceb-4653	52	36	,	,	PUNCT
ajceb-4653	52	37	drew	draw	VERB
ajceb-4653	52	38	and	and	CCONJ
ajceb-4653	52	39	lo	lo	PROPN
ajceb-4653	52	40	,	,	PUNCT
ajceb-4653	52	41	2007	2007	NUM
ajceb-4653	52	42	;	;	PUNCT
ajceb-4653	52	43	2008	2008	NUM
ajceb-4653	52	44	;	;	PUNCT
ajceb-4653	52	45	2010a	2010a	NUM
ajceb-4653	52	46	)	)	PUNCT
ajceb-4653	52	47	.	.	PUNCT
ajceb-4653	53	1	in	in	ADP
ajceb-4653	53	2	modelling	model	VERB
ajceb-4653	53	3	the	the	DET
ajceb-4653	53	4	extent	extent	NOUN
ajceb-4653	53	5	to	to	PART
ajceb-4653	53	6	which	which	PRON
ajceb-4653	53	7	individual	individual	ADJ
ajceb-4653	53	8	bidders	bidder	NOUN
ajceb-4653	53	9	’	’	PART
ajceb-4653	53	10	decision	decision	NOUN
ajceb-4653	53	11	to	to	PART
ajceb-4653	53	12	bid	bid	VERB
ajceb-4653	53	13	and	and	CCONJ
ajceb-4653	53	14	mark	mark	NOUN
ajceb-4653	53	15	-	-	PUNCT
ajceb-4653	53	16	up	up	ADP
ajceb-4653	53	17	decisions	decision	NOUN
ajceb-4653	53	18	are	be	AUX
ajceb-4653	53	19	affected	affect	VERB
ajceb-4653	53	20	by	by	ADP
ajceb-4653	53	21	a	a	DET
ajceb-4653	53	22	given	give	VERB
ajceb-4653	53	23	set	set	NOUN
ajceb-4653	53	24	of	of	ADP
ajceb-4653	53	25	project	project	NOUN
ajceb-4653	53	26	decision	decision	NOUN
ajceb-4653	53	27	making	make	VERB
ajceb-4653	53	28	environment	environment	NOUN
ajceb-4653	53	29	factors	factor	NOUN
ajceb-4653	53	30	,	,	PUNCT
ajceb-4653	53	31	oo	oo	INTJ
ajceb-4653	53	32	,	,	PUNCT
ajceb-4653	53	33	drew	draw	VERB
ajceb-4653	53	34	and	and	CCONJ
ajceb-4653	53	35	lo	lo	PROPN
ajceb-4653	53	36	’s	’s	PART
ajceb-4653	53	37	(	(	PUNCT
ajceb-4653	53	38	2007	2007	NUM
ajceb-4653	53	39	;	;	PUNCT
ajceb-4653	53	40	2008	2008	NUM
ajceb-4653	53	41	;	;	PUNCT
ajceb-4653	53	42	2010a	2010a	NUM
ajceb-4653	53	43	)	)	PUNCT
ajceb-4653	53	44	statistical	statistical	ADJ
ajceb-4653	53	45	models	model	NOUN
ajceb-4653	53	46	comprise	comprise	VERB
ajceb-4653	53	47	individual	individual	ADJ
ajceb-4653	53	48	-	-	PUNCT
ajceb-4653	53	49	specific	specific	ADJ
ajceb-4653	53	50	parameter	parameter	NOUN
ajceb-4653	53	51	estimates	estimate	NOUN
ajceb-4653	53	52	for	for	ADP
ajceb-4653	53	53	each	each	DET
ajceb-4653	53	54	individual	individual	ADJ
ajceb-4653	53	55	bidders	bidder	NOUN
ajceb-4653	53	56	in	in	ADP
ajceb-4653	53	57	the	the	DET
ajceb-4653	53	58	samples	sample	NOUN
ajceb-4653	53	59	involved	involve	VERB
ajceb-4653	53	60	.	.	PUNCT
ajceb-4653	54	1	it	it	PRON
ajceb-4653	54	2	follows	follow	VERB
ajceb-4653	54	3	that	that	SCONJ
ajceb-4653	54	4	the	the	DET
ajceb-4653	54	5	heterogeneity	heterogeneity	NOUN
ajceb-4653	54	6	puts	put	VERB
ajceb-4653	54	7	contractors	contractor	NOUN
ajceb-4653	54	8	at	at	ADP
ajceb-4653	54	9	varying	vary	VERB
ajceb-4653	54	10	predispositions	predisposition	NOUN
ajceb-4653	54	11	for	for	ADP
ajceb-4653	54	12	bidding	bidding	NOUN
ajceb-4653	54	13	decisions	decision	NOUN
ajceb-4653	54	14	with	with	ADP
ajceb-4653	54	15	bidding	bidding	NOUN
ajceb-4653	54	16	strategies	strategy	NOUN
ajceb-4653	54	17	varying	vary	VERB
ajceb-4653	54	18	from	from	ADP
ajceb-4653	54	19	contractor	contractor	NOUN
ajceb-4653	54	20	to	to	ADP
ajceb-4653	54	21	contractor	contractor	NOUN
ajceb-4653	54	22	in	in	ADP
ajceb-4653	54	23	achieving	achieve	VERB
ajceb-4653	54	24	individual	individual	ADJ
ajceb-4653	54	25	firms	firm	NOUN
ajceb-4653	54	26	’	’	PART
ajceb-4653	54	27	pricing	pricing	NOUN
ajceb-4653	54	28	objectives	objective	NOUN
ajceb-4653	54	29	(	(	PUNCT
ajceb-4653	54	30	oo	oo	INTJ
ajceb-4653	54	31	,	,	PUNCT
ajceb-4653	54	32	drew	draw	VERB
ajceb-4653	54	33	and	and	CCONJ
ajceb-4653	54	34	lo	lo	PROPN
ajceb-4653	54	35	,	,	PUNCT
ajceb-4653	54	36	2010a	2010a	NUM
ajceb-4653	54	37	)	)	PUNCT
ajceb-4653	54	38	.	.	PUNCT
ajceb-4653	55	1	contractors	contractor	NOUN
ajceb-4653	55	2	have	have	AUX
ajceb-4653	55	3	placed	place	VERB
ajceb-4653	55	4	different	different	ADJ
ajceb-4653	55	5	degrees	degree	NOUN
ajceb-4653	55	6	of	of	ADP
ajceb-4653	55	7	preference	preference	NOUN
ajceb-4653	55	8	and	and	CCONJ
ajceb-4653	55	9	sensitivity	sensitivity	NOUN
ajceb-4653	55	10	toward	toward	ADP
ajceb-4653	55	11	factors	factor	NOUN
ajceb-4653	55	12	affecting	affect	VERB
ajceb-4653	55	13	their	their	PRON
ajceb-4653	55	14	bidding	bidding	NOUN
ajceb-4653	55	15	decisions	decision	NOUN
ajceb-4653	55	16	as	as	SCONJ
ajceb-4653	55	17	reported	report	VERB
ajceb-4653	55	18	in	in	ADP
ajceb-4653	55	19	many	many	ADJ
ajceb-4653	55	20	survey	survey	NOUN
ajceb-4653	55	21	studies	study	NOUN
ajceb-4653	55	22	(	(	PUNCT
ajceb-4653	55	23	e.g.	e.g.	ADV
ajceb-4653	55	24	shash	shash	PROPN
ajceb-4653	55	25	,	,	PUNCT
ajceb-4653	55	26	1993	1993	NUM
ajceb-4653	55	27	;	;	PUNCT
ajceb-4653	55	28	ling	ling	NOUN
ajceb-4653	55	29	,	,	PUNCT
ajceb-4653	55	30	2005	2005	NUM
ajceb-4653	55	31	;	;	PUNCT
ajceb-4653	55	32	egemen	egeman	NOUN
ajceb-4653	55	33	and	and	CCONJ
ajceb-4653	55	34	mohamed	mohame	VERB
ajceb-4653	55	35	,	,	PUNCT
ajceb-4653	55	36	2007	2007	NUM
ajceb-4653	55	37	)	)	PUNCT
ajceb-4653	55	38	.	.	PUNCT
ajceb-4653	56	1	as	as	ADP
ajceb-4653	56	2	an	an	DET
ajceb-4653	56	3	illustration	illustration	NOUN
ajceb-4653	56	4	of	of	ADP
ajceb-4653	56	5	the	the	DET
ajceb-4653	56	6	notion	notion	NOUN
ajceb-4653	56	7	of	of	ADP
ajceb-4653	56	8	heterogeneity	heterogeneity	NOUN
ajceb-4653	56	9	,	,	PUNCT
ajceb-4653	56	10	oo	oo	INTJ
ajceb-4653	56	11	,	,	PUNCT
ajceb-4653	56	12	drew	draw	VERB
ajceb-4653	56	13	and	and	CCONJ
ajceb-4653	56	14	lo	lo	PROPN
ajceb-4653	56	15	(	(	PUNCT
ajceb-4653	56	16	2010a	2010a	NUM
ajceb-4653	56	17	)	)	PUNCT
ajceb-4653	56	18	used	use	VERB
ajceb-4653	56	19	an	an	DET
ajceb-4653	56	20	example	example	NOUN
ajceb-4653	56	21	of	of	ADP
ajceb-4653	56	22	bidding	bidding	NOUN
ajceb-4653	56	23	competition	competition	NOUN
ajceb-4653	56	24	for	for	ADP
ajceb-4653	56	25	a	a	DET
ajceb-4653	56	26	school	school	NOUN
ajceb-4653	56	27	project	project	NOUN
ajceb-4653	56	28	.	.	PUNCT
ajceb-4653	57	1	some	some	DET
ajceb-4653	57	2	contractors	contractor	NOUN
ajceb-4653	57	3	will	will	AUX
ajceb-4653	57	4	have	have	VERB
ajceb-4653	57	5	lower	low	ADJ
ajceb-4653	57	6	cost	cost	NOUN
ajceb-4653	57	7	estimates	estimate	NOUN
ajceb-4653	57	8	and	and	CCONJ
ajceb-4653	57	9	bid	bid	VERB
ajceb-4653	57	10	consistently	consistently	ADV
ajceb-4653	57	11	low	low	ADJ
ajceb-4653	57	12	for	for	ADP
ajceb-4653	57	13	a	a	DET
ajceb-4653	57	14	school	school	NOUN
ajceb-4653	57	15	project	project	NOUN
ajceb-4653	57	16	,	,	PUNCT
ajceb-4653	57	17	if	if	SCONJ
ajceb-4653	57	18	for	for	ADP
ajceb-4653	57	19	no	no	DET
ajceb-4653	57	20	other	other	ADJ
ajceb-4653	57	21	reason	reason	NOUN
ajceb-4653	57	22	than	than	ADP
ajceb-4653	57	23	because	because	SCONJ
ajceb-4653	57	24	of	of	ADP
ajceb-4653	57	25	differentiable	differentiable	ADJ
ajceb-4653	57	26	resources	resource	NOUN
ajceb-4653	57	27	and	and	CCONJ
ajceb-4653	57	28	capabilities	capability	NOUN
ajceb-4653	57	29	,	,	PUNCT
ajceb-4653	57	30	mainly	mainly	ADV
ajceb-4653	57	31	through	through	ADP
ajceb-4653	57	32	the	the	DET
ajceb-4653	57	33	learning	learning	NOUN
ajceb-4653	57	34	curve	curve	NOUN
ajceb-4653	57	35	in	in	ADP
ajceb-4653	57	36	performing	perform	VERB
ajceb-4653	57	37	this	this	DET
ajceb-4653	57	38	type	type	NOUN
ajceb-4653	57	39	of	of	ADP
ajceb-4653	57	40	project	project	NOUN
ajceb-4653	57	41	regularly	regularly	ADV
ajceb-4653	57	42	.	.	PUNCT
ajceb-4653	58	1	this	this	PRON
ajceb-4653	58	2	may	may	AUX
ajceb-4653	58	3	explain	explain	VERB
ajceb-4653	58	4	in	in	ADP
ajceb-4653	58	5	part	part	NOUN
ajceb-4653	58	6	the	the	DET
ajceb-4653	58	7	variations	variation	NOUN
ajceb-4653	58	8	in	in	ADP
ajceb-4653	58	9	contractors	contractor	NOUN
ajceb-4653	58	10	’	'	PUNCT
ajceb-4653	58	11	bids	bid	NOUN
ajceb-4653	58	12	and	and	CCONJ
ajceb-4653	58	13	so	so	ADV
ajceb-4653	58	14	the	the	DET
ajceb-4653	58	15	bidding	bidding	NOUN
ajceb-4653	58	16	performance	performance	NOUN
ajceb-4653	58	17	differs	differ	VERB
ajceb-4653	58	18	among	among	ADP
ajceb-4653	58	19	contractors	contractor	NOUN
ajceb-4653	58	20	.	.	PUNCT
ajceb-4653	59	1	the	the	DET
ajceb-4653	59	2	present	present	ADJ
ajceb-4653	59	3	work	work	NOUN
ajceb-4653	59	4	adopts	adopt	VERB
ajceb-4653	59	5	a	a	DET
ajceb-4653	59	6	heterogeneity	heterogeneity	NOUN
ajceb-4653	59	7	approach	approach	NOUN
ajceb-4653	59	8	to	to	ADP
ajceb-4653	59	9	modelling	model	VERB
ajceb-4653	59	10	specific	specific	ADJ
ajceb-4653	59	11	types	type	NOUN
ajceb-4653	59	12	of	of	ADP
ajceb-4653	59	13	learning	learn	VERB
ajceb-4653	59	14	curves	curve	NOUN
ajceb-4653	59	15	of	of	ADP
ajceb-4653	59	16	individual	individual	ADJ
ajceb-4653	59	17	bidders	bidder	NOUN
ajceb-4653	59	18	in	in	ADP
ajceb-4653	59	19	response	response	NOUN
ajceb-4653	59	20	to	to	ADP
ajceb-4653	59	21	different	different	ADJ
ajceb-4653	59	22	information	information	NOUN
ajceb-4653	59	23	feedback	feedback	NOUN
ajceb-4653	59	24	conditions	condition	NOUN
ajceb-4653	59	25	.	.	PUNCT
ajceb-4653	60	1	knowledge	knowledge	NOUN
ajceb-4653	60	2	gap	gap	NOUN
ajceb-4653	60	3	recently	recently	ADV
ajceb-4653	60	4	,	,	PUNCT
ajceb-4653	60	5	experimental	experimental	ADJ
ajceb-4653	60	6	studies	study	NOUN
ajceb-4653	60	7	that	that	PRON
ajceb-4653	60	8	specifically	specifically	ADV
ajceb-4653	60	9	focus	focus	NOUN
ajceb-4653	60	10	of	of	ADP
ajceb-4653	60	11	the	the	DET
ajceb-4653	60	12	effect	effect	NOUN
ajceb-4653	60	13	of	of	ADP
ajceb-4653	60	14	bidding	bid	VERB
ajceb-4653	60	15	feedback	feedback	NOUN
ajceb-4653	60	16	information	information	NOUN
ajceb-4653	60	17	on	on	ADP
ajceb-4653	60	18	inexperienced	inexperienced	ADJ
ajceb-4653	60	19	bidders	bidder	NOUN
ajceb-4653	60	20	’	'	PUNCT
ajceb-4653	60	21	bidding	bidding	NOUN
ajceb-4653	60	22	behavior	behavior	NOUN
ajceb-4653	60	23	were	be	AUX
ajceb-4653	60	24	reported	report	VERB
ajceb-4653	60	25	(	(	PUNCT
ajceb-4653	60	26	soo	soo	INTJ
ajceb-4653	60	27	and	and	CCONJ
ajceb-4653	60	28	oo	oo	INTJ
ajceb-4653	60	29	,	,	PUNCT
ajceb-4653	60	30	2010	2010	NUM
ajceb-4653	60	31	;	;	PUNCT
ajceb-4653	60	32	oo	oo	INTJ
ajceb-4653	60	33	,	,	PUNCT
ajceb-4653	60	34	abdul	abdul	PROPN
ajceb-4653	60	35	-	-	PUNCT
ajceb-4653	60	36	aziz	aziz	PROPN
ajceb-4653	60	37	and	and	CCONJ
ajceb-4653	60	38	lim	lim	PROPN
ajceb-4653	60	39	,	,	PUNCT
ajceb-4653	60	40	2011	2011	NUM
ajceb-4653	60	41	;	;	PUNCT
ajceb-4653	60	42	oo	oo	INTJ
ajceb-4653	60	43	,	,	PUNCT
ajceb-4653	60	44	ling	ling	NOUN
ajceb-4653	60	45	and	and	CCONJ
ajceb-4653	60	46	soo	soo	NOUN
ajceb-4653	60	47	,	,	PUNCT
ajceb-4653	60	48	2014	2014	NUM
ajceb-4653	60	49	)	)	PUNCT
ajceb-4653	60	50	.	.	PUNCT
ajceb-4653	61	1	their	their	PRON
ajceb-4653	61	2	findings	finding	NOUN
ajceb-4653	61	3	provide	provide	VERB
ajceb-4653	61	4	a	a	DET
ajceb-4653	61	5	strong	strong	ADJ
ajceb-4653	61	6	indication	indication	NOUN
ajceb-4653	61	7	of	of	ADP
ajceb-4653	61	8	continuous	continuous	ADJ
ajceb-4653	61	9	learning	learning	NOUN
ajceb-4653	61	10	among	among	ADP
ajceb-4653	61	11	the	the	DET
ajceb-4653	61	12	bidders	bidder	NOUN
ajceb-4653	61	13	.	.	PUNCT
ajceb-4653	62	1	oo	oo	INTJ
ajceb-4653	62	2	,	,	PUNCT
ajceb-4653	62	3	abdul	abdul	PROPN
ajceb-4653	62	4	-	-	PUNCT
ajceb-4653	62	5	aziz	aziz	PROPN
ajceb-4653	62	6	and	and	CCONJ
ajceb-4653	62	7	lim	lim	PROPN
ajceb-4653	62	8	(	(	PUNCT
ajceb-4653	62	9	2011	2011	NUM
ajceb-4653	62	10	)	)	PUNCT
ajceb-4653	62	11	have	have	AUX
ajceb-4653	62	12	also	also	ADV
ajceb-4653	62	13	examined	examine	VERB
ajceb-4653	62	14	the	the	DET
ajceb-4653	62	15	extent	extent	NOUN
ajceb-4653	62	16	to	to	PART
ajceb-4653	62	17	which	which	PRON
ajceb-4653	62	18	the	the	DET
ajceb-4653	62	19	bidders	bidder	NOUN
ajceb-4653	62	20	’	’	PART
ajceb-4653	62	21	bidding	bidding	NOUN
ajceb-4653	62	22	trends	trend	NOUN
ajceb-4653	62	23	agree	agree	VERB
ajceb-4653	62	24	with	with	ADP
ajceb-4653	62	25	the	the	DET
ajceb-4653	62	26	behavioral	behavioral	ADJ
ajceb-4653	62	27	patterns	pattern	NOUN
ajceb-4653	62	28	proposed	propose	VERB
ajceb-4653	62	29	by	by	ADP
ajceb-4653	62	30	learning	learn	VERB
ajceb-4653	62	31	direction	direction	NOUN
ajceb-4653	62	32	theory	theory	NOUN
ajceb-4653	62	33	postulated	postulate	VERB
ajceb-4653	62	34	by	by	ADP
ajceb-4653	62	35	selten	selten	NOUN
ajceb-4653	62	36	and	and	CCONJ
ajceb-4653	62	37	stoecker	stoecker	NOUN
ajceb-4653	62	38	(	(	PUNCT
ajceb-4653	62	39	1986	1986	NUM
ajceb-4653	62	40	)	)	PUNCT
ajceb-4653	62	41	and	and	CCONJ
ajceb-4653	62	42	selten	selten	VERB
ajceb-4653	62	43	and	and	CCONJ
ajceb-4653	62	44	buchta	buchta	NOUN
ajceb-4653	62	45	(	(	PUNCT
ajceb-4653	62	46	1999	1999	NUM
ajceb-4653	62	47	)	)	PUNCT
ajceb-4653	62	48	.	.	PUNCT
ajceb-4653	63	1	construction	construction	NOUN
ajceb-4653	63	2	economics	economic	NOUN
ajceb-4653	63	3	and	and	CCONJ
ajceb-4653	63	4	building	building	NOUN
ajceb-4653	63	5	,	,	PUNCT
ajceb-4653	63	6	15(4	15(4	NUM
ajceb-4653	63	7	)	)	PUNCT
ajceb-4653	63	8	,	,	PUNCT
ajceb-4653	63	9	16	16	NUM
ajceb-4653	63	10	-	-	SYM
ajceb-4653	63	11	29	29	NUM
ajceb-4653	63	12	oo	oo	NOUN
ajceb-4653	63	13	,	,	PUNCT
ajceb-4653	63	14	ling	ling	PROPN
ajceb-4653	63	15	and	and	CCONJ
ajceb-4653	63	16	soo	soo	PROPN
ajceb-4653	63	17	19	19	NUM
ajceb-4653	63	18	in	in	ADP
ajceb-4653	63	19	relation	relation	NOUN
ajceb-4653	63	20	to	to	ADP
ajceb-4653	63	21	capacity	capacity	NOUN
ajceb-4653	63	22	utilization	utilization	NOUN
ajceb-4653	63	23	,	,	PUNCT
ajceb-4653	63	24	they	they	PRON
ajceb-4653	63	25	found	find	VERB
ajceb-4653	63	26	that	that	SCONJ
ajceb-4653	63	27	bidders	bidder	NOUN
ajceb-4653	63	28	with	with	ADP
ajceb-4653	63	29	partial	partial	ADJ
ajceb-4653	63	30	bidding	bidding	NOUN
ajceb-4653	63	31	feedback	feedback	NOUN
ajceb-4653	63	32	information	information	NOUN
ajceb-4653	63	33	are	be	AUX
ajceb-4653	63	34	more	more	ADV
ajceb-4653	63	35	likely	likely	ADJ
ajceb-4653	63	36	to	to	PART
ajceb-4653	63	37	vary	vary	VERB
ajceb-4653	63	38	their	their	PRON
ajceb-4653	63	39	bids	bid	NOUN
ajceb-4653	63	40	as	as	SCONJ
ajceb-4653	63	41	indicated	indicate	VERB
ajceb-4653	63	42	by	by	ADP
ajceb-4653	63	43	the	the	DET
ajceb-4653	63	44	theory	theory	NOUN
ajceb-4653	63	45	over	over	ADP
ajceb-4653	63	46	a	a	DET
ajceb-4653	63	47	time	time	NOUN
ajceb-4653	63	48	period	period	NOUN
ajceb-4653	63	49	consisting	consist	VERB
ajceb-4653	63	50	ten	ten	NUM
ajceb-4653	63	51	bidding	bidding	NOUN
ajceb-4653	63	52	rounds	round	NOUN
ajceb-4653	63	53	.	.	PUNCT
ajceb-4653	64	1	fu	fu	PROPN
ajceb-4653	64	2	,	,	PUNCT
ajceb-4653	64	3	drew	draw	VERB
ajceb-4653	64	4	and	and	CCONJ
ajceb-4653	64	5	lo	lo	PROPN
ajceb-4653	64	6	(	(	PUNCT
ajceb-4653	64	7	2004	2004	NUM
ajceb-4653	64	8	)	)	PUNCT
ajceb-4653	64	9	proposed	propose	VERB
ajceb-4653	64	10	a	a	DET
ajceb-4653	64	11	hypothetical	hypothetical	ADJ
ajceb-4653	64	12	learning	learning	NOUN
ajceb-4653	64	13	curve	curve	NOUN
ajceb-4653	64	14	in	in	ADP
ajceb-4653	64	15	recurrent	recurrent	ADJ
ajceb-4653	64	16	bidding	bidding	NOUN
ajceb-4653	64	17	,	,	PUNCT
ajceb-4653	64	18	which	which	PRON
ajceb-4653	64	19	consists	consist	VERB
ajceb-4653	64	20	of	of	ADP
ajceb-4653	64	21	start	start	NOUN
ajceb-4653	64	22	-	-	PUNCT
ajceb-4653	64	23	up	up	NOUN
ajceb-4653	64	24	and	and	CCONJ
ajceb-4653	64	25	steady	steady	ADJ
ajceb-4653	64	26	-	-	PUNCT
ajceb-4653	64	27	state	state	NOUN
ajceb-4653	64	28	learning	learn	VERB
ajceb-4653	64	29	phases	phase	NOUN
ajceb-4653	64	30	.	.	PUNCT
ajceb-4653	65	1	in	in	ADP
ajceb-4653	65	2	a	a	DET
ajceb-4653	65	3	start	start	VERB
ajceb-4653	65	4	-	-	PUNCT
ajceb-4653	65	5	up	up	ADP
ajceb-4653	65	6	learning	learning	NOUN
ajceb-4653	65	7	phase	phase	NOUN
ajceb-4653	65	8	,	,	PUNCT
ajceb-4653	65	9	bidders	bidder	NOUN
ajceb-4653	65	10	are	be	AUX
ajceb-4653	65	11	expected	expect	VERB
ajceb-4653	65	12	to	to	PART
ajceb-4653	65	13	learn	learn	VERB
ajceb-4653	65	14	rapidly	rapidly	ADV
ajceb-4653	65	15	as	as	SCONJ
ajceb-4653	65	16	demonstrated	demonstrate	VERB
ajceb-4653	65	17	by	by	ADP
ajceb-4653	65	18	increased	increase	VERB
ajceb-4653	65	19	bidding	bidding	NOUN
ajceb-4653	65	20	competitiveness	competitiveness	NOUN
ajceb-4653	65	21	in	in	ADP
ajceb-4653	65	22	initial	initial	ADJ
ajceb-4653	65	23	bidding	bidding	NOUN
ajceb-4653	65	24	attempts	attempt	NOUN
ajceb-4653	65	25	.	.	PUNCT
ajceb-4653	66	1	for	for	ADP
ajceb-4653	66	2	a	a	DET
ajceb-4653	66	3	steady	steady	ADJ
ajceb-4653	66	4	learning	learning	NOUN
ajceb-4653	66	5	phase	phase	NOUN
ajceb-4653	66	6	,	,	PUNCT
ajceb-4653	66	7	the	the	DET
ajceb-4653	66	8	learning	learning	NOUN
ajceb-4653	66	9	curve	curve	NOUN
ajceb-4653	66	10	is	be	AUX
ajceb-4653	66	11	in	in	ADP
ajceb-4653	66	12	a	a	DET
ajceb-4653	66	13	plateau	plateau	NOUN
ajceb-4653	66	14	pattern	pattern	NOUN
ajceb-4653	66	15	,	,	PUNCT
ajceb-4653	66	16	indicating	indicate	VERB
ajceb-4653	66	17	that	that	SCONJ
ajceb-4653	66	18	bidders	bidder	NOUN
ajceb-4653	66	19	have	have	AUX
ajceb-4653	66	20	obtained	obtain	VERB
ajceb-4653	66	21	their	their	PRON
ajceb-4653	66	22	optimal	optimal	ADJ
ajceb-4653	66	23	bidding	bidding	NOUN
ajceb-4653	66	24	strategy	strategy	NOUN
ajceb-4653	66	25	.	.	PUNCT
ajceb-4653	67	1	however	however	ADV
ajceb-4653	67	2	,	,	PUNCT
ajceb-4653	67	3	their	their	PRON
ajceb-4653	67	4	results	result	NOUN
ajceb-4653	67	5	only	only	ADV
ajceb-4653	67	6	partially	partially	ADV
ajceb-4653	67	7	support	support	VERB
ajceb-4653	67	8	the	the	DET
ajceb-4653	67	9	existence	existence	NOUN
ajceb-4653	67	10	of	of	ADP
ajceb-4653	67	11	rapid	rapid	ADJ
ajceb-4653	67	12	learning	learning	NOUN
ajceb-4653	67	13	during	during	ADP
ajceb-4653	67	14	the	the	DET
ajceb-4653	67	15	start	start	VERB
ajceb-4653	67	16	-	-	PUNCT
ajceb-4653	67	17	up	up	ADP
ajceb-4653	67	18	phase	phase	NOUN
ajceb-4653	67	19	among	among	ADP
ajceb-4653	67	20	the	the	DET
ajceb-4653	67	21	inexperienced	inexperienced	ADJ
ajceb-4653	67	22	bidders	bidder	NOUN
ajceb-4653	67	23	(	(	PUNCT
ajceb-4653	67	24	newly	newly	ADV
ajceb-4653	67	25	listed	list	VERB
ajceb-4653	67	26	contractors	contractor	NOUN
ajceb-4653	67	27	)	)	PUNCT
ajceb-4653	67	28	,	,	PUNCT
ajceb-4653	67	29	while	while	SCONJ
ajceb-4653	67	30	experienced	experienced	ADJ
ajceb-4653	67	31	bidders	bidder	NOUN
ajceb-4653	67	32	in	in	ADP
ajceb-4653	67	33	their	their	PRON
ajceb-4653	67	34	sample	sample	NOUN
ajceb-4653	67	35	were	be	AUX
ajceb-4653	67	36	in	in	ADP
ajceb-4653	67	37	a	a	DET
ajceb-4653	67	38	steady	steady	ADJ
ajceb-4653	67	39	phase	phase	NOUN
ajceb-4653	67	40	of	of	ADP
ajceb-4653	67	41	learning	learning	NOUN
ajceb-4653	67	42	demonstrated	demonstrate	VERB
ajceb-4653	67	43	by	by	ADP
ajceb-4653	67	44	their	their	PRON
ajceb-4653	67	45	behavioral	behavioral	ADJ
ajceb-4653	67	46	regularity	regularity	NOUN
ajceb-4653	67	47	.	.	PUNCT
ajceb-4653	68	1	it	it	PRON
ajceb-4653	68	2	is	be	AUX
ajceb-4653	68	3	noted	note	VERB
ajceb-4653	68	4	that	that	SCONJ
ajceb-4653	68	5	their	their	PRON
ajceb-4653	68	6	analysis	analysis	NOUN
ajceb-4653	68	7	was	be	AUX
ajceb-4653	68	8	based	base	VERB
ajceb-4653	68	9	on	on	ADP
ajceb-4653	68	10	graphical	graphical	ADJ
ajceb-4653	68	11	plots	plot	NOUN
ajceb-4653	68	12	,	,	PUNCT
ajceb-4653	68	13	with	with	ADP
ajceb-4653	68	14	no	no	DET
ajceb-4653	68	15	attempt	attempt	NOUN
ajceb-4653	68	16	to	to	PART
ajceb-4653	68	17	quantify	quantify	VERB
ajceb-4653	68	18	the	the	DET
ajceb-4653	68	19	effect	effect	NOUN
ajceb-4653	68	20	of	of	ADP
ajceb-4653	68	21	time	time	NOUN
ajceb-4653	68	22	factor	factor	NOUN
ajceb-4653	68	23	on	on	ADP
ajceb-4653	68	24	bidders	bidder	NOUN
ajceb-4653	68	25	’	'	PUNCT
ajceb-4653	68	26	learning	learn	VERB
ajceb-4653	68	27	over	over	ADP
ajceb-4653	68	28	time	time	NOUN
ajceb-4653	68	29	.	.	PUNCT
ajceb-4653	69	1	similarly	similarly	ADV
ajceb-4653	69	2	,	,	PUNCT
ajceb-4653	69	3	skitmore	skitmore	NOUN
ajceb-4653	69	4	and	and	CCONJ
ajceb-4653	69	5	runeson	runeson	PROPN
ajceb-4653	69	6	(	(	PUNCT
ajceb-4653	69	7	2006	2006	NUM
ajceb-4653	69	8	)	)	PUNCT
ajceb-4653	69	9	focused	focus	VERB
ajceb-4653	69	10	on	on	ADP
ajceb-4653	69	11	variations	variation	NOUN
ajceb-4653	69	12	in	in	ADP
ajceb-4653	69	13	bids	bid	NOUN
ajceb-4653	69	14	over	over	ADP
ajceb-4653	69	15	time	time	NOUN
ajceb-4653	69	16	in	in	ADP
ajceb-4653	69	17	testing	test	VERB
ajceb-4653	69	18	the	the	DET
ajceb-4653	69	19	stationarity	stationarity	NOUN
ajceb-4653	69	20	assumption	assumption	NOUN
ajceb-4653	69	21	of	of	ADP
ajceb-4653	69	22	bidding	bidding	NOUN
ajceb-4653	69	23	models	model	NOUN
ajceb-4653	69	24	,	,	PUNCT
ajceb-4653	69	25	but	but	CCONJ
ajceb-4653	69	26	not	not	PART
ajceb-4653	69	27	on	on	ADP
ajceb-4653	69	28	the	the	DET
ajceb-4653	69	29	quantification	quantification	NOUN
ajceb-4653	69	30	of	of	ADP
ajceb-4653	69	31	effect	effect	NOUN
ajceb-4653	69	32	of	of	ADP
ajceb-4653	69	33	time	time	NOUN
ajceb-4653	69	34	on	on	ADP
ajceb-4653	69	35	contractors	contractor	NOUN
ajceb-4653	69	36	’	'	PUNCT
ajceb-4653	69	37	bid	bid	NOUN
ajceb-4653	69	38	prices	price	NOUN
ajceb-4653	69	39	.	.	PUNCT
ajceb-4653	70	1	this	this	DET
ajceb-4653	70	2	study	study	NOUN
ajceb-4653	70	3	was	be	AUX
ajceb-4653	70	4	undertaken	undertake	VERB
ajceb-4653	70	5	to	to	PART
ajceb-4653	70	6	fill	fill	VERB
ajceb-4653	70	7	this	this	DET
ajceb-4653	70	8	knowledge	knowledge	NOUN
ajceb-4653	70	9	gap	gap	NOUN
ajceb-4653	70	10	by	by	ADP
ajceb-4653	70	11	presenting	present	VERB
ajceb-4653	70	12	a	a	DET
ajceb-4653	70	13	statistical	statistical	ADJ
ajceb-4653	70	14	model	model	NOUN
ajceb-4653	70	15	on	on	ADP
ajceb-4653	70	16	individual	individual	ADJ
ajceb-4653	70	17	bidders	bidder	NOUN
ajceb-4653	70	18	’	'	PUNCT
ajceb-4653	70	19	learning	learn	VERB
ajceb-4653	70	20	over	over	ADP
ajceb-4653	70	21	time	time	NOUN
ajceb-4653	70	22	in	in	ADP
ajceb-4653	70	23	recurrent	recurrent	ADJ
ajceb-4653	70	24	bidding	bidding	NOUN
ajceb-4653	70	25	in	in	ADP
ajceb-4653	70	26	response	response	NOUN
ajceb-4653	70	27	to	to	ADP
ajceb-4653	70	28	the	the	DET
ajceb-4653	70	29	two	two	NUM
ajceb-4653	70	30	information	information	NOUN
ajceb-4653	70	31	feedback	feedback	NOUN
ajceb-4653	70	32	conditions	condition	NOUN
ajceb-4653	70	33	–	–	PUNCT
ajceb-4653	70	34	partial	partial	ADJ
ajceb-4653	70	35	and	and	CCONJ
ajceb-4653	70	36	full	full	ADJ
ajceb-4653	70	37	.	.	PUNCT
ajceb-4653	71	1	research	research	NOUN
ajceb-4653	71	2	hypothesis	hypothesis	NOUN
ajceb-4653	71	3	the	the	DET
ajceb-4653	71	4	hypotheses	hypothesis	NOUN
ajceb-4653	71	5	that	that	PRON
ajceb-4653	71	6	formed	form	VERB
ajceb-4653	71	7	the	the	DET
ajceb-4653	71	8	foundation	foundation	NOUN
ajceb-4653	71	9	for	for	ADP
ajceb-4653	71	10	this	this	DET
ajceb-4653	71	11	empirical	empirical	ADJ
ajceb-4653	71	12	investigation	investigation	NOUN
ajceb-4653	71	13	are	be	AUX
ajceb-4653	71	14	set	set	VERB
ajceb-4653	71	15	out	out	ADP
ajceb-4653	71	16	below	below	ADV
ajceb-4653	71	17	:	:	PUNCT
ajceb-4653	71	18	h1	h1	PROPN
ajceb-4653	71	19	:	:	PUNCT
ajceb-4653	71	20	inexperienced	inexperienced	ADJ
ajceb-4653	71	21	bidders	bidder	NOUN
ajceb-4653	71	22	become	become	VERB
ajceb-4653	71	23	more	more	ADV
ajceb-4653	71	24	competitive	competitive	ADJ
ajceb-4653	71	25	over	over	ADP
ajceb-4653	71	26	time	time	NOUN
ajceb-4653	71	27	through	through	ADP
ajceb-4653	71	28	learning	learn	VERB
ajceb-4653	71	29	in	in	ADP
ajceb-4653	71	30	recurrent	recurrent	ADJ
ajceb-4653	71	31	bidding	bidding	NOUN
ajceb-4653	71	32	.	.	PUNCT
ajceb-4653	72	1	h2	h2	NOUN
ajceb-4653	72	2	:	:	PUNCT
ajceb-4653	72	3	the	the	DET
ajceb-4653	72	4	learning	learn	VERB
ajceb-4653	72	5	curve	curve	NOUN
ajceb-4653	72	6	of	of	ADP
ajceb-4653	72	7	inexperienced	inexperienced	ADJ
ajceb-4653	72	8	bidders	bidder	NOUN
ajceb-4653	72	9	in	in	ADP
ajceb-4653	72	10	recurrent	recurrent	ADJ
ajceb-4653	72	11	bidding	bidding	NOUN
ajceb-4653	72	12	consists	consist	VERB
ajceb-4653	72	13	of	of	ADP
ajceb-4653	72	14	start	start	NOUN
ajceb-4653	72	15	-	-	PUNCT
ajceb-4653	72	16	up	up	NOUN
ajceb-4653	72	17	and	and	CCONJ
ajceb-4653	72	18	steady	steady	ADJ
ajceb-4653	72	19	-	-	PUNCT
ajceb-4653	72	20	state	state	NOUN
ajceb-4653	72	21	learning	learn	VERB
ajceb-4653	72	22	phases	phase	NOUN
ajceb-4653	72	23	.	.	PUNCT
ajceb-4653	73	1	h3	h3	NOUN
ajceb-4653	73	2	:	:	PUNCT
ajceb-4653	73	3	the	the	DET
ajceb-4653	73	4	partial	partial	ADJ
ajceb-4653	73	5	and	and	CCONJ
ajceb-4653	73	6	full	full	ADJ
ajceb-4653	73	7	information	information	NOUN
ajceb-4653	73	8	feedback	feedback	NOUN
ajceb-4653	73	9	conditions	condition	NOUN
ajceb-4653	73	10	have	have	VERB
ajceb-4653	73	11	an	an	DET
ajceb-4653	73	12	impact	impact	NOUN
ajceb-4653	73	13	on	on	ADP
ajceb-4653	73	14	inexperienced	inexperienced	ADJ
ajceb-4653	73	15	bidders	bidder	NOUN
ajceb-4653	73	16	’	'	PUNCT
ajceb-4653	73	17	learning	learn	VERB
ajceb-4653	73	18	in	in	ADP
ajceb-4653	73	19	recurrent	recurrent	ADJ
ajceb-4653	73	20	bidding	bidding	NOUN
ajceb-4653	73	21	.	.	PUNCT
ajceb-4653	74	1	h4	h4	NOUN
ajceb-4653	74	2	:	:	PUNCT
ajceb-4653	74	3	there	there	PRON
ajceb-4653	74	4	is	be	VERB
ajceb-4653	74	5	significant	significant	ADJ
ajceb-4653	74	6	heterogeneity	heterogeneity	NOUN
ajceb-4653	74	7	across	across	ADP
ajceb-4653	74	8	inexperienced	inexperienced	ADJ
ajceb-4653	74	9	individual	individual	ADJ
ajceb-4653	74	10	bidders	bidder	NOUN
ajceb-4653	74	11	’	'	PUNCT
ajceb-4653	74	12	learning	learn	VERB
ajceb-4653	74	13	in	in	ADP
ajceb-4653	74	14	recurrent	recurrent	ADJ
ajceb-4653	74	15	bidding	bidding	NOUN
ajceb-4653	74	16	.	.	PUNCT
ajceb-4653	75	1	research	research	NOUN
ajceb-4653	75	2	method	method	NOUN
ajceb-4653	75	3	a	a	DET
ajceb-4653	75	4	large	large	ADJ
ajceb-4653	75	5	study	study	NOUN
ajceb-4653	75	6	on	on	ADP
ajceb-4653	75	7	the	the	DET
ajceb-4653	75	8	effect	effect	NOUN
ajceb-4653	75	9	of	of	ADP
ajceb-4653	75	10	different	different	ADJ
ajceb-4653	75	11	information	information	NOUN
ajceb-4653	75	12	feedback	feedback	NOUN
ajceb-4653	75	13	conditions	condition	NOUN
ajceb-4653	75	14	on	on	ADP
ajceb-4653	75	15	inexperienced	inexperienced	ADJ
ajceb-4653	75	16	bidders	bidder	NOUN
ajceb-4653	75	17	’	’	PART
ajceb-4653	75	18	competitiveness	competitiveness	NOUN
ajceb-4653	75	19	in	in	ADP
ajceb-4653	75	20	recurrent	recurrent	ADJ
ajceb-4653	75	21	bidding	bidding	NOUN
ajceb-4653	75	22	has	have	AUX
ajceb-4653	75	23	been	be	AUX
ajceb-4653	75	24	conducted	conduct	VERB
ajceb-4653	75	25	.	.	PUNCT
ajceb-4653	76	1	an	an	DET
ajceb-4653	76	2	experimental	experimental	ADJ
ajceb-4653	76	3	research	research	NOUN
ajceb-4653	76	4	design	design	NOUN
ajceb-4653	76	5	was	be	AUX
ajceb-4653	76	6	used	use	VERB
ajceb-4653	76	7	because	because	SCONJ
ajceb-4653	76	8	there	there	PRON
ajceb-4653	76	9	are	be	VERB
ajceb-4653	76	10	many	many	ADJ
ajceb-4653	76	11	possible	possible	ADJ
ajceb-4653	76	12	factors	factor	NOUN
ajceb-4653	76	13	affecting	affect	VERB
ajceb-4653	76	14	contractors	contractor	NOUN
ajceb-4653	76	15	’	'	PUNCT
ajceb-4653	76	16	bidding	bidding	NOUN
ajceb-4653	76	17	decisions	decision	NOUN
ajceb-4653	76	18	,	,	PUNCT
ajceb-4653	76	19	and	and	CCONJ
ajceb-4653	76	20	only	only	ADV
ajceb-4653	76	21	an	an	DET
ajceb-4653	76	22	experimental	experimental	ADJ
ajceb-4653	76	23	research	research	NOUN
ajceb-4653	76	24	design	design	NOUN
ajceb-4653	76	25	would	would	AUX
ajceb-4653	76	26	allow	allow	VERB
ajceb-4653	76	27	for	for	ADP
ajceb-4653	76	28	control	control	NOUN
ajceb-4653	76	29	over	over	ADP
ajceb-4653	76	30	the	the	DET
ajceb-4653	76	31	variables	variable	NOUN
ajceb-4653	76	32	,	,	PUNCT
ajceb-4653	76	33	something	something	PRON
ajceb-4653	76	34	that	that	PRON
ajceb-4653	76	35	would	would	AUX
ajceb-4653	76	36	not	not	PART
ajceb-4653	76	37	have	have	AUX
ajceb-4653	76	38	been	be	AUX
ajceb-4653	76	39	possible	possible	ADJ
ajceb-4653	76	40	using	use	VERB
ajceb-4653	76	41	field	field	NOUN
ajceb-4653	76	42	data	datum	NOUN
ajceb-4653	76	43	.	.	PUNCT
ajceb-4653	77	1	moreover	moreover	ADV
ajceb-4653	77	2	,	,	PUNCT
ajceb-4653	77	3	it	it	PRON
ajceb-4653	77	4	would	would	AUX
ajceb-4653	77	5	have	have	AUX
ajceb-4653	77	6	been	be	AUX
ajceb-4653	77	7	difficult	difficult	ADJ
ajceb-4653	77	8	to	to	PART
ajceb-4653	77	9	obtain	obtain	VERB
ajceb-4653	77	10	the	the	DET
ajceb-4653	77	11	necessary	necessary	ADJ
ajceb-4653	77	12	data	datum	NOUN
ajceb-4653	77	13	for	for	ADP
ajceb-4653	77	14	projects	project	NOUN
ajceb-4653	77	15	of	of	ADP
ajceb-4653	77	16	different	different	ADJ
ajceb-4653	77	17	sizes	size	NOUN
ajceb-4653	77	18	and	and	CCONJ
ajceb-4653	77	19	types	type	NOUN
ajceb-4653	77	20	along	along	ADV
ajceb-4653	77	21	with	with	ADP
ajceb-4653	77	22	different	different	ADJ
ajceb-4653	77	23	information	information	NOUN
ajceb-4653	77	24	feedback	feedback	NOUN
ajceb-4653	77	25	conditions	condition	NOUN
ajceb-4653	77	26	.	.	PUNCT
ajceb-4653	78	1	oo	oo	INTJ
ajceb-4653	78	2	,	,	PUNCT
ajceb-4653	78	3	ling	ling	NOUN
ajceb-4653	78	4	and	and	CCONJ
ajceb-4653	78	5	soo	soo	PROPN
ajceb-4653	78	6	(	(	PUNCT
ajceb-4653	78	7	2014	2014	NUM
ajceb-4653	78	8	)	)	PUNCT
ajceb-4653	78	9	reported	report	VERB
ajceb-4653	78	10	on	on	ADP
ajceb-4653	78	11	the	the	DET
ajceb-4653	78	12	bidders	bidder	NOUN
ajceb-4653	78	13	’	’	PART
ajceb-4653	78	14	bidding	bidding	NOUN
ajceb-4653	78	15	behavior	behavior	NOUN
ajceb-4653	78	16	in	in	ADP
ajceb-4653	78	17	terms	term	NOUN
ajceb-4653	78	18	of	of	ADP
ajceb-4653	78	19	bid	bid	NOUN
ajceb-4653	78	20	competitiveness	competitiveness	NOUN
ajceb-4653	78	21	,	,	PUNCT
ajceb-4653	78	22	bid	bid	NOUN
ajceb-4653	78	23	-	-	PUNCT
ajceb-4653	78	24	spread	spread	NOUN
ajceb-4653	78	25	,	,	PUNCT
ajceb-4653	78	26	and	and	CCONJ
ajceb-4653	78	27	the	the	DET
ajceb-4653	78	28	effect	effect	NOUN
ajceb-4653	78	29	of	of	ADP
ajceb-4653	78	30	cost	cost	NOUN
ajceb-4653	78	31	estimate	estimate	NOUN
ajceb-4653	78	32	accuracy	accuracy	NOUN
ajceb-4653	78	33	under	under	ADP
ajceb-4653	78	34	full	full	ADJ
ajceb-4653	78	35	and	and	CCONJ
ajceb-4653	78	36	partial	partial	ADJ
ajceb-4653	78	37	information	information	NOUN
ajceb-4653	78	38	feedback	feedback	NOUN
ajceb-4653	78	39	conditions	condition	NOUN
ajceb-4653	78	40	.	.	PUNCT
ajceb-4653	79	1	this	this	DET
ajceb-4653	79	2	study	study	NOUN
ajceb-4653	79	3	reports	report	VERB
ajceb-4653	79	4	on	on	ADP
ajceb-4653	79	5	the	the	DET
ajceb-4653	79	6	bidders	bidder	NOUN
ajceb-4653	79	7	’	'	PUNCT
ajceb-4653	79	8	learning	learn	VERB
ajceb-4653	79	9	in	in	ADP
ajceb-4653	79	10	recurrent	recurrent	ADJ
ajceb-4653	79	11	bidding	bidding	NOUN
ajceb-4653	79	12	in	in	ADP
ajceb-4653	79	13	response	response	NOUN
ajceb-4653	79	14	to	to	ADP
ajceb-4653	79	15	the	the	DET
ajceb-4653	79	16	two	two	NUM
ajceb-4653	79	17	information	information	NOUN
ajceb-4653	79	18	feedback	feedback	NOUN
ajceb-4653	79	19	conditions	condition	NOUN
ajceb-4653	79	20	.	.	PUNCT
ajceb-4653	80	1	dataset	dataset	VERB
ajceb-4653	80	2	the	the	DET
ajceb-4653	80	3	dataset	dataset	NOUN
ajceb-4653	80	4	from	from	ADP
ajceb-4653	80	5	oo	oo	PROPN
ajceb-4653	80	6	,	,	PUNCT
ajceb-4653	80	7	ling	ling	NOUN
ajceb-4653	80	8	and	and	CCONJ
ajceb-4653	80	9	soo	soo	PROPN
ajceb-4653	80	10	(	(	PUNCT
ajceb-4653	80	11	2014	2014	NUM
ajceb-4653	80	12	)	)	PUNCT
ajceb-4653	80	13	was	be	AUX
ajceb-4653	80	14	used	use	VERB
ajceb-4653	80	15	for	for	ADP
ajceb-4653	80	16	the	the	DET
ajceb-4653	80	17	modelling	modelling	NOUN
ajceb-4653	80	18	attempt	attempt	NOUN
ajceb-4653	80	19	in	in	ADP
ajceb-4653	80	20	the	the	DET
ajceb-4653	80	21	present	present	ADJ
ajceb-4653	80	22	work	work	NOUN
ajceb-4653	80	23	.	.	PUNCT
ajceb-4653	81	1	it	it	PRON
ajceb-4653	81	2	is	be	AUX
ajceb-4653	81	3	a	a	DET
ajceb-4653	81	4	panel	panel	NOUN
ajceb-4653	81	5	dataset	dataset	VERB
ajceb-4653	81	6	consisting	consist	VERB
ajceb-4653	81	7	of	of	ADP
ajceb-4653	81	8	1349	1349	NUM
ajceb-4653	81	9	bids	bid	NOUN
ajceb-4653	81	10	obtained	obtain	VERB
ajceb-4653	81	11	through	through	ADP
ajceb-4653	81	12	a	a	DET
ajceb-4653	81	13	controlled	control	VERB
ajceb-4653	81	14	research	research	NOUN
ajceb-4653	81	15	situation	situation	NOUN
ajceb-4653	81	16	via	via	ADP
ajceb-4653	81	17	an	an	DET
ajceb-4653	81	18	experimental	experimental	ADJ
ajceb-4653	81	19	design	design	NOUN
ajceb-4653	81	20	that	that	PRON
ajceb-4653	81	21	used	use	VERB
ajceb-4653	81	22	information	information	NOUN
ajceb-4653	81	23	feedback	feedback	NOUN
ajceb-4653	81	24	as	as	ADP
ajceb-4653	81	25	the	the	DET
ajceb-4653	81	26	experiment	experiment	NOUN
ajceb-4653	81	27	treatments	treatment	NOUN
ajceb-4653	81	28	(	(	PUNCT
ajceb-4653	81	29	p	p	NOUN
ajceb-4653	81	30	=	=	SYM
ajceb-4653	81	31	partial	partial	ADJ
ajceb-4653	81	32	information	information	NOUN
ajceb-4653	81	33	feedback	feedback	NOUN
ajceb-4653	81	34	;	;	PUNCT
ajceb-4653	81	35	f	f	X
ajceb-4653	81	36	=	=	PUNCT
ajceb-4653	81	37	full	full	ADJ
ajceb-4653	81	38	information	information	NOUN
ajceb-4653	81	39	feedback	feedback	NOUN
ajceb-4653	81	40	)	)	PUNCT
ajceb-4653	81	41	.	.	PUNCT
ajceb-4653	82	1	the	the	DET
ajceb-4653	82	2	inexperienced	inexperienced	ADJ
ajceb-4653	82	3	(	(	PUNCT
ajceb-4653	82	4	student	student	NOUN
ajceb-4653	82	5	)	)	PUNCT
ajceb-4653	82	6	subjects	subject	NOUN
ajceb-4653	82	7	in	in	ADP
ajceb-4653	82	8	their	their	PRON
ajceb-4653	82	9	experiment	experiment	NOUN
ajceb-4653	82	10	were	be	AUX
ajceb-4653	82	11	randomly	randomly	ADV
ajceb-4653	82	12	assigned	assign	VERB
ajceb-4653	82	13	to	to	ADP
ajceb-4653	82	14	one	one	NUM
ajceb-4653	82	15	of	of	ADP
ajceb-4653	82	16	two	two	NUM
ajceb-4653	82	17	treatments	treatment	NOUN
ajceb-4653	82	18	with	with	ADP
ajceb-4653	82	19	10	10	NUM
ajceb-4653	82	20	bidding	bidding	NOUN
ajceb-4653	82	21	rounds	round	NOUN
ajceb-4653	82	22	(	(	PUNCT
ajceb-4653	82	23	two	two	NUM
ajceb-4653	82	24	rounds	round	NOUN
ajceb-4653	82	25	per	per	ADP
ajceb-4653	82	26	week	week	NOUN
ajceb-4653	82	27	)	)	PUNCT
ajceb-4653	82	28	per	per	ADP
ajceb-4653	82	29	treatment	treatment	NOUN
ajceb-4653	82	30	.	.	PUNCT
ajceb-4653	83	1	each	each	PRON
ajceb-4653	83	2	of	of	ADP
ajceb-4653	83	3	the	the	DET
ajceb-4653	83	4	two	two	NUM
ajceb-4653	83	5	primary	primary	ADJ
ajceb-4653	83	6	groups	group	NOUN
ajceb-4653	83	7	(	(	PUNCT
ajceb-4653	83	8	p	p	NOUN
ajceb-4653	83	9	and	and	CCONJ
ajceb-4653	83	10	f	f	X
ajceb-4653	83	11	)	)	PUNCT
ajceb-4653	83	12	were	be	AUX
ajceb-4653	83	13	construction	construction	NOUN
ajceb-4653	83	14	economics	economic	NOUN
ajceb-4653	83	15	and	and	CCONJ
ajceb-4653	83	16	building	building	NOUN
ajceb-4653	83	17	,	,	PUNCT
ajceb-4653	83	18	15(4	15(4	NUM
ajceb-4653	83	19	)	)	PUNCT
ajceb-4653	83	20	,	,	PUNCT
ajceb-4653	83	21	16	16	NUM
ajceb-4653	83	22	-	-	SYM
ajceb-4653	83	23	29	29	NUM
ajceb-4653	83	24	oo	oo	NOUN
ajceb-4653	83	25	,	,	PUNCT
ajceb-4653	83	26	ling	ling	PROPN
ajceb-4653	83	27	and	and	CCONJ
ajceb-4653	83	28	soo	soo	PROPN
ajceb-4653	83	29	20	20	NUM
ajceb-4653	83	30	further	far	ADV
ajceb-4653	83	31	split	split	VERB
ajceb-4653	83	32	into	into	ADP
ajceb-4653	83	33	12	12	NUM
ajceb-4653	83	34	subgroups	subgroup	NOUN
ajceb-4653	83	35	(	(	PUNCT
ajceb-4653	83	36	five	five	NUM
ajceb-4653	83	37	students	student	NOUN
ajceb-4653	83	38	in	in	ADP
ajceb-4653	83	39	each	each	DET
ajceb-4653	83	40	subgroup	subgroup	NOUN
ajceb-4653	83	41	)	)	PUNCT
ajceb-4653	83	42	to	to	PART
ajceb-4653	83	43	simulate	simulate	VERB
ajceb-4653	83	44	a	a	DET
ajceb-4653	83	45	bidding	bidding	NOUN
ajceb-4653	83	46	competition	competition	NOUN
ajceb-4653	83	47	of	of	ADP
ajceb-4653	83	48	12	12	NUM
ajceb-4653	83	49	competing	compete	VERB
ajceb-4653	83	50	bidders	bidder	NOUN
ajceb-4653	83	51	(	(	PUNCT
ajceb-4653	83	52	n	n	NOUN
ajceb-4653	83	53	=	=	NUM
ajceb-4653	83	54	12	12	NUM
ajceb-4653	83	55	)	)	PUNCT
ajceb-4653	83	56	.	.	PUNCT
ajceb-4653	84	1	in	in	ADP
ajceb-4653	84	2	each	each	DET
ajceb-4653	84	3	bidding	bidding	NOUN
ajceb-4653	84	4	round	round	NOUN
ajceb-4653	84	5	,	,	PUNCT
ajceb-4653	84	6	the	the	DET
ajceb-4653	84	7	subjects	subject	NOUN
ajceb-4653	84	8	were	be	AUX
ajceb-4653	84	9	invited	invite	VERB
ajceb-4653	84	10	to	to	PART
ajceb-4653	84	11	bid	bid	VERB
ajceb-4653	84	12	for	for	ADP
ajceb-4653	84	13	six	six	NUM
ajceb-4653	84	14	hypothetical	hypothetical	ADJ
ajceb-4653	84	15	general	general	ADJ
ajceb-4653	84	16	building	building	NOUN
ajceb-4653	84	17	projects	project	NOUN
ajceb-4653	84	18	(	(	PUNCT
ajceb-4653	84	19	a	a	DET
ajceb-4653	84	20	total	total	NOUN
ajceb-4653	84	21	of	of	ADP
ajceb-4653	84	22	60	60	NUM
ajceb-4653	84	23	hypothetical	hypothetical	ADJ
ajceb-4653	84	24	projects	project	NOUN
ajceb-4653	84	25	comprising	comprise	VERB
ajceb-4653	84	26	schools	school	NOUN
ajceb-4653	84	27	and	and	CCONJ
ajceb-4653	84	28	institutional	institutional	ADJ
ajceb-4653	84	29	buildings	building	NOUN
ajceb-4653	84	30	)	)	PUNCT
ajceb-4653	84	31	.	.	PUNCT
ajceb-4653	85	1	apart	apart	ADV
ajceb-4653	85	2	from	from	ADP
ajceb-4653	85	3	the	the	DET
ajceb-4653	85	4	project	project	NOUN
ajceb-4653	85	5	information	information	NOUN
ajceb-4653	85	6	(	(	PUNCT
ajceb-4653	85	7	location	location	NOUN
ajceb-4653	85	8	,	,	PUNCT
ajceb-4653	85	9	duration	duration	NOUN
ajceb-4653	85	10	,	,	PUNCT
ajceb-4653	85	11	client	client	NOUN
ajceb-4653	85	12	and	and	CCONJ
ajceb-4653	85	13	contract	contract	NOUN
ajceb-4653	85	14	type	type	NOUN
ajceb-4653	85	15	)	)	PUNCT
ajceb-4653	85	16	,	,	PUNCT
ajceb-4653	85	17	the	the	DET
ajceb-4653	85	18	subjects	subject	NOUN
ajceb-4653	85	19	were	be	AUX
ajceb-4653	85	20	also	also	ADV
ajceb-4653	85	21	given	give	VERB
ajceb-4653	85	22	an	an	DET
ajceb-4653	85	23	unbiased	unbiased	ADJ
ajceb-4653	85	24	cost	cost	NOUN
ajceb-4653	85	25	estimate	estimate	NOUN
ajceb-4653	85	26	for	for	ADP
ajceb-4653	85	27	each	each	DET
ajceb-4653	85	28	hypothetical	hypothetical	ADJ
ajceb-4653	85	29	project	project	NOUN
ajceb-4653	85	30	,	,	PUNCT
ajceb-4653	85	31	which	which	PRON
ajceb-4653	85	32	is	be	AUX
ajceb-4653	85	33	the	the	DET
ajceb-4653	85	34	net	net	ADJ
ajceb-4653	85	35	project	project	NOUN
ajceb-4653	85	36	construction	construction	NOUN
ajceb-4653	85	37	cost	cost	NOUN
ajceb-4653	85	38	(	(	PUNCT
ajceb-4653	85	39	i.e.	i.e.	X
ajceb-4653	85	40	,	,	PUNCT
ajceb-4653	85	41	total	total	NOUN
ajceb-4653	85	42	of	of	ADP
ajceb-4653	85	43	direct	direct	ADJ
ajceb-4653	85	44	cost	cost	NOUN
ajceb-4653	85	45	estimate	estimate	NOUN
ajceb-4653	85	46	+	+	CCONJ
ajceb-4653	85	47	site	site	NOUN
ajceb-4653	85	48	overheads	overhead	NOUN
ajceb-4653	85	49	)	)	PUNCT
ajceb-4653	85	50	.	.	PUNCT
ajceb-4653	86	1	they	they	PRON
ajceb-4653	86	2	were	be	AUX
ajceb-4653	86	3	required	require	VERB
ajceb-4653	86	4	to	to	PART
ajceb-4653	86	5	decide	decide	VERB
ajceb-4653	86	6	which	which	DET
ajceb-4653	86	7	project	project	NOUN
ajceb-4653	86	8	to	to	PART
ajceb-4653	86	9	bid	bid	VERB
ajceb-4653	86	10	for	for	ADP
ajceb-4653	86	11	,	,	PUNCT
ajceb-4653	86	12	and	and	CCONJ
ajceb-4653	86	13	submit	submit	VERB
ajceb-4653	86	14	their	their	PRON
ajceb-4653	86	15	bids	bid	NOUN
ajceb-4653	86	16	to	to	ADP
ajceb-4653	86	17	the	the	DET
ajceb-4653	86	18	experiment	experiment	NOUN
ajceb-4653	86	19	coordinator	coordinator	NOUN
ajceb-4653	86	20	via	via	ADP
ajceb-4653	86	21	emails	email	NOUN
ajceb-4653	86	22	.	.	PUNCT
ajceb-4653	87	1	the	the	DET
ajceb-4653	87	2	general	general	ADJ
ajceb-4653	87	3	instruction	instruction	NOUN
ajceb-4653	87	4	to	to	ADP
ajceb-4653	87	5	the	the	DET
ajceb-4653	87	6	subjects	subject	NOUN
ajceb-4653	87	7	was	be	AUX
ajceb-4653	87	8	that	that	SCONJ
ajceb-4653	87	9	their	their	PRON
ajceb-4653	87	10	ultimate	ultimate	ADJ
ajceb-4653	87	11	aim	aim	NOUN
ajceb-4653	87	12	was	be	AUX
ajceb-4653	87	13	to	to	PART
ajceb-4653	87	14	survive	survive	VERB
ajceb-4653	87	15	and	and	CCONJ
ajceb-4653	87	16	make	make	VERB
ajceb-4653	87	17	the	the	DET
ajceb-4653	87	18	most	most	ADJ
ajceb-4653	87	19	profit	profit	NOUN
ajceb-4653	87	20	in	in	ADP
ajceb-4653	87	21	a	a	DET
ajceb-4653	87	22	competition	competition	NOUN
ajceb-4653	87	23	where	where	SCONJ
ajceb-4653	87	24	the	the	DET
ajceb-4653	87	25	lowest	low	ADJ
ajceb-4653	87	26	bidder	bidder	NOUN
ajceb-4653	87	27	wins	win	VERB
ajceb-4653	87	28	the	the	DET
ajceb-4653	87	29	job	job	NOUN
ajceb-4653	87	30	.	.	PUNCT
ajceb-4653	88	1	it	it	PRON
ajceb-4653	88	2	is	be	AUX
ajceb-4653	88	3	worth	worth	ADJ
ajceb-4653	88	4	noting	note	VERB
ajceb-4653	88	5	that	that	SCONJ
ajceb-4653	88	6	identical	identical	ADJ
ajceb-4653	88	7	hypothetical	hypothetical	ADJ
ajceb-4653	88	8	projects	project	NOUN
ajceb-4653	88	9	and	and	CCONJ
ajceb-4653	88	10	unbiased	unbiased	ADJ
ajceb-4653	88	11	cost	cost	NOUN
ajceb-4653	88	12	estimates	estimate	NOUN
ajceb-4653	88	13	were	be	AUX
ajceb-4653	88	14	used	use	VERB
ajceb-4653	88	15	for	for	ADP
ajceb-4653	88	16	both	both	CCONJ
ajceb-4653	88	17	p	p	NOUN
ajceb-4653	88	18	and	and	CCONJ
ajceb-4653	88	19	f	f	PROPN
ajceb-4653	88	20	treatments	treatment	NOUN
ajceb-4653	88	21	to	to	PART
ajceb-4653	88	22	enable	enable	VERB
ajceb-4653	88	23	direct	direct	ADJ
ajceb-4653	88	24	comparisons	comparison	NOUN
ajceb-4653	88	25	between	between	ADP
ajceb-4653	88	26	the	the	DET
ajceb-4653	88	27	two	two	NUM
ajceb-4653	88	28	groups	group	NOUN
ajceb-4653	88	29	.	.	PUNCT
ajceb-4653	89	1	the	the	DET
ajceb-4653	89	2	suitability	suitability	NOUN
ajceb-4653	89	3	of	of	ADP
ajceb-4653	89	4	the	the	DET
ajceb-4653	89	5	dataset	dataset	NOUN
ajceb-4653	89	6	is	be	AUX
ajceb-4653	89	7	supported	support	VERB
ajceb-4653	89	8	by	by	ADP
ajceb-4653	89	9	three	three	NUM
ajceb-4653	89	10	reasons	reason	NOUN
ajceb-4653	89	11	that	that	PRON
ajceb-4653	89	12	allow	allow	VERB
ajceb-4653	89	13	us	we	PRON
ajceb-4653	89	14	to	to	PART
ajceb-4653	89	15	test	test	VERB
ajceb-4653	89	16	the	the	DET
ajceb-4653	89	17	research	research	NOUN
ajceb-4653	89	18	hypotheses	hypothesis	NOUN
ajceb-4653	89	19	as	as	ADV
ajceb-4653	89	20	unambiguously	unambiguously	ADV
ajceb-4653	89	21	as	as	ADP
ajceb-4653	89	22	possible	possible	ADJ
ajceb-4653	89	23	.	.	PUNCT
ajceb-4653	90	1	first	first	ADV
ajceb-4653	90	2	,	,	PUNCT
ajceb-4653	90	3	the	the	DET
ajceb-4653	90	4	use	use	NOUN
ajceb-4653	90	5	of	of	ADP
ajceb-4653	90	6	inexperienced	inexperienced	ADJ
ajceb-4653	90	7	student	student	NOUN
ajceb-4653	90	8	subjects	subject	NOUN
ajceb-4653	90	9	in	in	ADP
ajceb-4653	90	10	the	the	DET
ajceb-4653	90	11	experiment	experiment	NOUN
ajceb-4653	90	12	enables	enable	VERB
ajceb-4653	90	13	the	the	DET
ajceb-4653	90	14	examination	examination	NOUN
ajceb-4653	90	15	of	of	ADP
ajceb-4653	90	16	true	true	ADJ
ajceb-4653	90	17	learning	learn	VERB
ajceb-4653	90	18	behavior	behavior	NOUN
ajceb-4653	90	19	of	of	ADP
ajceb-4653	90	20	bidders	bidder	NOUN
ajceb-4653	90	21	.	.	PUNCT
ajceb-4653	91	1	dyer	dyer	PROPN
ajceb-4653	91	2	,	,	PUNCT
ajceb-4653	91	3	kagel	kagel	PROPN
ajceb-4653	91	4	and	and	CCONJ
ajceb-4653	91	5	levin	levin	PROPN
ajceb-4653	91	6	(	(	PUNCT
ajceb-4653	91	7	1989	1989	NUM
ajceb-4653	91	8	)	)	PUNCT
ajceb-4653	91	9	pointed	point	VERB
ajceb-4653	91	10	out	out	ADP
ajceb-4653	91	11	that	that	SCONJ
ajceb-4653	91	12	the	the	DET
ajceb-4653	91	13	examination	examination	NOUN
ajceb-4653	91	14	is	be	AUX
ajceb-4653	91	15	only	only	ADV
ajceb-4653	91	16	possible	possible	ADJ
ajceb-4653	91	17	with	with	ADP
ajceb-4653	91	18	inexperienced	inexperienced	ADJ
ajceb-4653	91	19	bidders	bidder	NOUN
ajceb-4653	91	20	because	because	SCONJ
ajceb-4653	91	21	experienced	experienced	ADJ
ajceb-4653	91	22	bidders	bidder	NOUN
ajceb-4653	91	23	“	"	PUNCT
ajceb-4653	91	24	carry	carry	VERB
ajceb-4653	91	25	”	"	PUNCT
ajceb-4653	91	26	industry	industry	NOUN
ajceb-4653	91	27	experience	experience	NOUN
ajceb-4653	91	28	and	and	CCONJ
ajceb-4653	91	29	known	know	VERB
ajceb-4653	91	30	rule	rule	NOUN
ajceb-4653	91	31	-	-	PUNCT
ajceb-4653	91	32	of	of	ADP
ajceb-4653	91	33	-	-	PUNCT
ajceb-4653	91	34	thumbs	thumb	NOUN
ajceb-4653	91	35	to	to	ADP
ajceb-4653	91	36	a	a	DET
ajceb-4653	91	37	simulated	simulate	VERB
ajceb-4653	91	38	experiment	experiment	NOUN
ajceb-4653	91	39	,	,	PUNCT
ajceb-4653	91	40	causing	cause	VERB
ajceb-4653	91	41	data	datum	NOUN
ajceb-4653	91	42	contamination	contamination	NOUN
ajceb-4653	91	43	.	.	PUNCT
ajceb-4653	92	1	second	second	ADJ
ajceb-4653	92	2	,	,	PUNCT
ajceb-4653	92	3	oo	oo	INTJ
ajceb-4653	92	4	,	,	PUNCT
ajceb-4653	92	5	ling	ling	NOUN
ajceb-4653	92	6	and	and	CCONJ
ajceb-4653	92	7	soo	soo	PROPN
ajceb-4653	92	8	(	(	PUNCT
ajceb-4653	92	9	2014	2014	NUM
ajceb-4653	92	10	)	)	PUNCT
ajceb-4653	92	11	conducted	conduct	VERB
ajceb-4653	92	12	the	the	DET
ajceb-4653	92	13	experiment	experiment	NOUN
ajceb-4653	92	14	in	in	ADP
ajceb-4653	92	15	an	an	DET
ajceb-4653	92	16	environment	environment	NOUN
ajceb-4653	92	17	in	in	ADP
ajceb-4653	92	18	which	which	PRON
ajceb-4653	92	19	experiences	experience	NOUN
ajceb-4653	92	20	(	(	PUNCT
ajceb-4653	92	21	learning	learning	NOUN
ajceb-4653	92	22	)	)	PUNCT
ajceb-4653	92	23	could	could	AUX
ajceb-4653	92	24	be	be	AUX
ajceb-4653	92	25	gained	gain	VERB
ajceb-4653	92	26	and	and	CCONJ
ajceb-4653	92	27	bankruptcy	bankruptcy	NOUN
ajceb-4653	92	28	could	could	AUX
ajceb-4653	92	29	occur	occur	VERB
ajceb-4653	92	30	.	.	PUNCT
ajceb-4653	93	1	each	each	DET
ajceb-4653	93	2	subject	subject	NOUN
ajceb-4653	93	3	in	in	ADP
ajceb-4653	93	4	their	their	PRON
ajceb-4653	93	5	experiment	experiment	NOUN
ajceb-4653	93	6	was	be	AUX
ajceb-4653	93	7	‘	'	PUNCT
ajceb-4653	93	8	given	give	VERB
ajceb-4653	93	9	’	'	PUNCT
ajceb-4653	93	10	a	a	DET
ajceb-4653	93	11	start	start	VERB
ajceb-4653	93	12	-	-	PUNCT
ajceb-4653	93	13	up	up	ADP
ajceb-4653	93	14	capital	capital	NOUN
ajceb-4653	93	15	of	of	ADP
ajceb-4653	93	16	s$	s$	NOUN
ajceb-4653	93	17	400,000	400,000	NUM
ajceb-4653	93	18	(	(	PUNCT
ajceb-4653	93	19	s$1	s$1	NUM
ajceb-4653	93	20	≈	≈	PROPN
ajceb-4653	93	21	us$0.80	us$0.80	NOUN
ajceb-4653	93	22	)	)	PUNCT
ajceb-4653	93	23	to	to	PART
ajceb-4653	93	24	sustain	sustain	VERB
ajceb-4653	93	25	the	the	DET
ajceb-4653	93	26	operating	operating	NOUN
ajceb-4653	93	27	expenses	expense	NOUN
ajceb-4653	93	28	(	(	PUNCT
ajceb-4653	93	29	capital	capital	NOUN
ajceb-4653	93	30	charges	charge	NOUN
ajceb-4653	93	31	,	,	PUNCT
ajceb-4653	93	32	general	general	ADJ
ajceb-4653	93	33	overheads	overhead	NOUN
ajceb-4653	93	34	,	,	PUNCT
ajceb-4653	93	35	etc	etc	X
ajceb-4653	93	36	.	.	X
ajceb-4653	93	37	)	)	PUNCT
ajceb-4653	94	1	estimated	estimate	VERB
ajceb-4653	94	2	at	at	ADP
ajceb-4653	94	3	s$	s$	NOUN
ajceb-4653	94	4	40,000	40,000	NUM
ajceb-4653	94	5	per	per	ADP
ajceb-4653	94	6	bidding	bidding	NOUN
ajceb-4653	94	7	round	round	NOUN
ajceb-4653	94	8	,	,	PUNCT
ajceb-4653	94	9	and	and	CCONJ
ajceb-4653	94	10	profit	profit	NOUN
ajceb-4653	94	11	or	or	CCONJ
ajceb-4653	94	12	loss	loss	NOUN
ajceb-4653	94	13	was	be	AUX
ajceb-4653	94	14	generated	generate	VERB
ajceb-4653	94	15	for	for	ADP
ajceb-4653	94	16	each	each	DET
ajceb-4653	94	17	hypothetical	hypothetical	ADJ
ajceb-4653	94	18	project	project	NOUN
ajceb-4653	94	19	they	they	PRON
ajceb-4653	94	20	won	win	VERB
ajceb-4653	94	21	.	.	PUNCT
ajceb-4653	95	1	the	the	DET
ajceb-4653	95	2	profit	profit	NOUN
ajceb-4653	95	3	or	or	CCONJ
ajceb-4653	95	4	loss	loss	NOUN
ajceb-4653	95	5	was	be	AUX
ajceb-4653	95	6	determined	determine	VERB
ajceb-4653	95	7	by	by	ADP
ajceb-4653	95	8	deducting	deduct	VERB
ajceb-4653	95	9	a	a	DET
ajceb-4653	95	10	randomly	randomly	ADV
ajceb-4653	95	11	assigned	assign	VERB
ajceb-4653	95	12	final	final	ADJ
ajceb-4653	95	13	cost	cost	NOUN
ajceb-4653	95	14	(	(	PUNCT
ajceb-4653	95	15	ranging	range	VERB
ajceb-4653	95	16	from	from	ADP
ajceb-4653	95	17	90	90	NUM
ajceb-4653	95	18	%	%	NOUN
ajceb-4653	95	19	to	to	ADP
ajceb-4653	95	20	110	110	NUM
ajceb-4653	95	21	%	%	NOUN
ajceb-4653	95	22	of	of	ADP
ajceb-4653	95	23	unbiased	unbiased	ADJ
ajceb-4653	95	24	cost	cost	NOUN
ajceb-4653	95	25	estimate	estimate	NOUN
ajceb-4653	95	26	)	)	PUNCT
ajceb-4653	95	27	from	from	ADP
ajceb-4653	95	28	the	the	DET
ajceb-4653	95	29	winning	win	VERB
ajceb-4653	95	30	bid	bid	NOUN
ajceb-4653	95	31	.	.	PUNCT
ajceb-4653	96	1	in	in	ADP
ajceb-4653	96	2	this	this	DET
ajceb-4653	96	3	way	way	NOUN
ajceb-4653	96	4	,	,	PUNCT
ajceb-4653	96	5	subjects	subject	NOUN
ajceb-4653	96	6	that	that	SCONJ
ajceb-4653	96	7	accrued	accrue	VERB
ajceb-4653	96	8	losses	loss	NOUN
ajceb-4653	96	9	that	that	PRON
ajceb-4653	96	10	exhausted	exhaust	VERB
ajceb-4653	96	11	their	their	PRON
ajceb-4653	96	12	start	start	VERB
ajceb-4653	96	13	-	-	PUNCT
ajceb-4653	96	14	up	up	ADP
ajceb-4653	96	15	capital	capital	NOUN
ajceb-4653	96	16	and	and	CCONJ
ajceb-4653	96	17	accumulated	accumulate	VERB
ajceb-4653	96	18	profits	profit	NOUN
ajceb-4653	96	19	would	would	AUX
ajceb-4653	96	20	be	be	AUX
ajceb-4653	96	21	declared	declare	VERB
ajceb-4653	96	22	bankrupt	bankrupt	ADJ
ajceb-4653	96	23	and	and	CCONJ
ajceb-4653	96	24	no	no	ADV
ajceb-4653	96	25	longer	long	ADV
ajceb-4653	96	26	allowed	allow	VERB
ajceb-4653	96	27	to	to	PART
ajceb-4653	96	28	bid	bid	VERB
ajceb-4653	96	29	.	.	PUNCT
ajceb-4653	97	1	similarly	similarly	ADV
ajceb-4653	97	2	,	,	PUNCT
ajceb-4653	97	3	failure	failure	NOUN
ajceb-4653	97	4	to	to	PART
ajceb-4653	97	5	win	win	VERB
ajceb-4653	97	6	job	job	NOUN
ajceb-4653	97	7	to	to	PART
ajceb-4653	97	8	pay	pay	VERB
ajceb-4653	97	9	for	for	ADP
ajceb-4653	97	10	operating	operating	NOUN
ajceb-4653	97	11	expenses	expense	NOUN
ajceb-4653	97	12	would	would	AUX
ajceb-4653	97	13	eventually	eventually	ADV
ajceb-4653	97	14	force	force	VERB
ajceb-4653	97	15	the	the	DET
ajceb-4653	97	16	subjects	subject	NOUN
ajceb-4653	97	17	out	out	ADP
ajceb-4653	97	18	of	of	ADP
ajceb-4653	97	19	the	the	DET
ajceb-4653	97	20	‘	'	PUNCT
ajceb-4653	97	21	market’a	market’a	ADJ
ajceb-4653	97	22	reality	reality	NOUN
ajceb-4653	97	23	in	in	ADP
ajceb-4653	97	24	the	the	DET
ajceb-4653	97	25	construction	construction	NOUN
ajceb-4653	97	26	industry	industry	NOUN
ajceb-4653	97	27	.	.	PUNCT
ajceb-4653	98	1	also	also	ADV
ajceb-4653	98	2	,	,	PUNCT
ajceb-4653	98	3	the	the	DET
ajceb-4653	98	4	subjects	subject	NOUN
ajceb-4653	98	5	were	be	AUX
ajceb-4653	98	6	given	give	VERB
ajceb-4653	98	7	limited	limited	ADJ
ajceb-4653	98	8	working	working	NOUN
ajceb-4653	98	9	capacity	capacity	NOUN
ajceb-4653	98	10	and	and	CCONJ
ajceb-4653	98	11	would	would	AUX
ajceb-4653	98	12	have	have	VERB
ajceb-4653	98	13	to	to	PART
ajceb-4653	98	14	incur	incur	VERB
ajceb-4653	98	15	a	a	DET
ajceb-4653	98	16	cost	cost	NOUN
ajceb-4653	98	17	penalty	penalty	NOUN
ajceb-4653	98	18	(	(	PUNCT
ajceb-4653	98	19	for	for	ADP
ajceb-4653	98	20	the	the	DET
ajceb-4653	98	21	added	add	VERB
ajceb-4653	98	22	costs	cost	NOUN
ajceb-4653	98	23	of	of	ADP
ajceb-4653	98	24	securing	secure	VERB
ajceb-4653	98	25	additional	additional	ADJ
ajceb-4653	98	26	resources	resource	NOUN
ajceb-4653	98	27	)	)	PUNCT
ajceb-4653	98	28	if	if	SCONJ
ajceb-4653	98	29	they	they	PRON
ajceb-4653	98	30	had	have	VERB
ajceb-4653	98	31	to	to	PART
ajceb-4653	98	32	operate	operate	VERB
ajceb-4653	98	33	beyond	beyond	ADP
ajceb-4653	98	34	their	their	PRON
ajceb-4653	98	35	optimal	optimal	ADJ
ajceb-4653	98	36	capacity	capacity	NOUN
ajceb-4653	98	37	(	(	PUNCT
ajceb-4653	98	38	maximum	maximum	ADJ
ajceb-4653	98	39	five	five	NUM
ajceb-4653	98	40	projects	project	NOUN
ajceb-4653	98	41	on	on	ADP
ajceb-4653	98	42	hand	hand	NOUN
ajceb-4653	98	43	at	at	ADP
ajceb-4653	98	44	a	a	DET
ajceb-4653	98	45	time	time	NOUN
ajceb-4653	98	46	)	)	PUNCT
ajceb-4653	98	47	.	.	PUNCT
ajceb-4653	99	1	after	after	ADP
ajceb-4653	99	2	each	each	DET
ajceb-4653	99	3	round	round	NOUN
ajceb-4653	99	4	,	,	PUNCT
ajceb-4653	99	5	subjects	subject	NOUN
ajceb-4653	99	6	in	in	ADP
ajceb-4653	99	7	both	both	DET
ajceb-4653	99	8	treatments	treatment	NOUN
ajceb-4653	99	9	were	be	AUX
ajceb-4653	99	10	informed	inform	VERB
ajceb-4653	99	11	privately	privately	ADV
ajceb-4653	99	12	of	of	ADP
ajceb-4653	99	13	their	their	PRON
ajceb-4653	99	14	capacity	capacity	NOUN
ajceb-4653	99	15	utilization	utilization	NOUN
ajceb-4653	99	16	and	and	CCONJ
ajceb-4653	99	17	the	the	DET
ajceb-4653	99	18	profit	profit	NOUN
ajceb-4653	99	19	or	or	CCONJ
ajceb-4653	99	20	loss	loss	NOUN
ajceb-4653	99	21	generated	generate	VERB
ajceb-4653	99	22	from	from	ADP
ajceb-4653	99	23	the	the	DET
ajceb-4653	99	24	projects	project	NOUN
ajceb-4653	99	25	they	they	PRON
ajceb-4653	99	26	won	win	VERB
ajceb-4653	99	27	in	in	ADP
ajceb-4653	99	28	previous	previous	ADJ
ajceb-4653	99	29	rounds	round	NOUN
ajceb-4653	99	30	.	.	PUNCT
ajceb-4653	100	1	lastly	lastly	ADV
ajceb-4653	100	2	,	,	PUNCT
ajceb-4653	100	3	the	the	DET
ajceb-4653	100	4	dataset	dataset	NOUN
ajceb-4653	100	5	was	be	AUX
ajceb-4653	100	6	subjected	subject	VERB
ajceb-4653	100	7	to	to	ADP
ajceb-4653	100	8	the	the	DET
ajceb-4653	100	9	statistical	statistical	ADJ
ajceb-4653	100	10	tests	test	NOUN
ajceb-4653	100	11	in	in	ADP
ajceb-4653	100	12	oo	oo	PROPN
ajceb-4653	100	13	,	,	PUNCT
ajceb-4653	100	14	ling	ling	NOUN
ajceb-4653	100	15	and	and	CCONJ
ajceb-4653	100	16	soo	soo	PROPN
ajceb-4653	100	17	(	(	PUNCT
ajceb-4653	100	18	2014	2014	NUM
ajceb-4653	100	19	)	)	PUNCT
ajceb-4653	100	20	on	on	ADP
ajceb-4653	100	21	seriousness	seriousness	NOUN
ajceb-4653	100	22	of	of	ADP
ajceb-4653	100	23	the	the	DET
ajceb-4653	100	24	student	student	NOUN
ajceb-4653	100	25	subjects	subject	NOUN
ajceb-4653	100	26	’	'	PUNCT
ajceb-4653	100	27	bids	bid	NOUN
ajceb-4653	100	28	and	and	CCONJ
ajceb-4653	100	29	randomness	randomness	NOUN
ajceb-4653	100	30	of	of	ADP
ajceb-4653	100	31	subject	subject	ADJ
ajceb-4653	100	32	selection	selection	NOUN
ajceb-4653	100	33	in	in	ADP
ajceb-4653	100	34	the	the	DET
ajceb-4653	100	35	experimental	experimental	ADJ
ajceb-4653	100	36	setting	setting	NOUN
ajceb-4653	100	37	.	.	PUNCT
ajceb-4653	101	1	their	their	PRON
ajceb-4653	101	2	test	test	NOUN
ajceb-4653	101	3	results	result	NOUN
ajceb-4653	101	4	provided	provide	VERB
ajceb-4653	101	5	strong	strong	ADJ
ajceb-4653	101	6	evidence	evidence	NOUN
ajceb-4653	101	7	that	that	SCONJ
ajceb-4653	101	8	the	the	DET
ajceb-4653	101	9	quality	quality	NOUN
ajceb-4653	101	10	of	of	ADP
ajceb-4653	101	11	the	the	DET
ajceb-4653	101	12	experimental	experimental	ADJ
ajceb-4653	101	13	data	datum	NOUN
ajceb-4653	101	14	was	be	AUX
ajceb-4653	101	15	not	not	PART
ajceb-4653	101	16	being	be	AUX
ajceb-4653	101	17	jeopardized	jeopardize	VERB
ajceb-4653	101	18	by	by	ADP
ajceb-4653	101	19	the	the	DET
ajceb-4653	101	20	use	use	NOUN
ajceb-4653	101	21	of	of	ADP
ajceb-4653	101	22	student	student	NOUN
ajceb-4653	101	23	subjects	subject	NOUN
ajceb-4653	101	24	.	.	PUNCT
ajceb-4653	102	1	development	development	NOUN
ajceb-4653	102	2	of	of	ADP
ajceb-4653	102	3	the	the	DET
ajceb-4653	102	4	linear	linear	ADJ
ajceb-4653	102	5	mixed	mixed	ADJ
ajceb-4653	102	6	model	model	NOUN
ajceb-4653	102	7	linear	linear	PROPN
ajceb-4653	102	8	mixed	mixed	ADJ
ajceb-4653	102	9	model	model	NOUN
ajceb-4653	102	10	(	(	PUNCT
ajceb-4653	102	11	lmm	lmm	PROPN
ajceb-4653	102	12	)	)	PUNCT
ajceb-4653	102	13	,	,	PUNCT
ajceb-4653	102	14	an	an	DET
ajceb-4653	102	15	extension	extension	NOUN
ajceb-4653	102	16	of	of	ADP
ajceb-4653	102	17	the	the	DET
ajceb-4653	102	18	ordinary	ordinary	ADJ
ajceb-4653	102	19	least	least	ADJ
ajceb-4653	102	20	squares	square	NOUN
ajceb-4653	102	21	(	(	PUNCT
ajceb-4653	102	22	ols	ol	NOUN
ajceb-4653	102	23	)	)	PUNCT
ajceb-4653	102	24	regression	regression	NOUN
ajceb-4653	102	25	analysis	analysis	NOUN
ajceb-4653	102	26	,	,	PUNCT
ajceb-4653	102	27	was	be	AUX
ajceb-4653	102	28	used	use	VERB
ajceb-4653	102	29	to	to	PART
ajceb-4653	102	30	model	model	VERB
ajceb-4653	102	31	the	the	DET
ajceb-4653	102	32	individual	individual	ADJ
ajceb-4653	102	33	bidders	bidder	NOUN
ajceb-4653	102	34	’	'	PUNCT
ajceb-4653	102	35	learning	learn	VERB
ajceb-4653	102	36	in	in	ADP
ajceb-4653	102	37	recurrent	recurrent	ADJ
ajceb-4653	102	38	bidding	bidding	NOUN
ajceb-4653	102	39	.	.	PUNCT
ajceb-4653	103	1	similar	similar	ADJ
ajceb-4653	103	2	to	to	ADP
ajceb-4653	103	3	ols	ol	NOUN
ajceb-4653	103	4	regression	regression	NOUN
ajceb-4653	103	5	analysis	analysis	NOUN
ajceb-4653	103	6	,	,	PUNCT
ajceb-4653	103	7	the	the	DET
ajceb-4653	103	8	model	model	NOUN
ajceb-4653	103	9	assumes	assume	VERB
ajceb-4653	103	10	a	a	DET
ajceb-4653	103	11	continuous	continuous	ADJ
ajceb-4653	103	12	dependent	dependent	ADJ
ajceb-4653	103	13	variable	variable	NOUN
ajceb-4653	103	14	is	be	AUX
ajceb-4653	103	15	linearly	linearly	ADV
ajceb-4653	103	16	related	relate	VERB
ajceb-4653	103	17	to	to	ADP
ajceb-4653	103	18	a	a	DET
ajceb-4653	103	19	set	set	NOUN
ajceb-4653	103	20	of	of	ADP
ajceb-4653	103	21	independent	independent	ADJ
ajceb-4653	103	22	variables	variable	NOUN
ajceb-4653	103	23	,	,	PUNCT
ajceb-4653	103	24	but	but	CCONJ
ajceb-4653	103	25	requires	require	VERB
ajceb-4653	103	26	extra	extra	ADJ
ajceb-4653	103	27	work	work	NOUN
ajceb-4653	103	28	in	in	ADP
ajceb-4653	103	29	model	model	NOUN
ajceb-4653	103	30	specification	specification	NOUN
ajceb-4653	103	31	and	and	CCONJ
ajceb-4653	103	32	subsequent	subsequent	ADJ
ajceb-4653	103	33	goodness	goodness	NOUN
ajceb-4653	103	34	-	-	PUNCT
ajceb-4653	103	35	of	of	ADP
ajceb-4653	103	36	-	-	PUNCT
ajceb-4653	103	37	fit	fit	ADJ
ajceb-4653	103	38	check	check	NOUN
ajceb-4653	103	39	(	(	PUNCT
ajceb-4653	103	40	see	see	VERB
ajceb-4653	103	41	verbeke	verbeke	ADJ
ajceb-4653	103	42	and	and	CCONJ
ajceb-4653	103	43	molenberghs	molenberghs	ADJ
ajceb-4653	103	44	(	(	PUNCT
ajceb-4653	103	45	2000	2000	NUM
ajceb-4653	103	46	)	)	PUNCT
ajceb-4653	103	47	for	for	ADP
ajceb-4653	103	48	the	the	DET
ajceb-4653	103	49	model	model	NOUN
ajceb-4653	103	50	building	building	NOUN
ajceb-4653	103	51	process	process	NOUN
ajceb-4653	103	52	)	)	PUNCT
ajceb-4653	103	53	.	.	PUNCT
ajceb-4653	104	1	the	the	DET
ajceb-4653	104	2	underlying	underlie	VERB
ajceb-4653	104	3	premise	premise	NOUN
ajceb-4653	104	4	of	of	ADP
ajceb-4653	104	5	lmm	lmm	PROPN
ajceb-4653	104	6	is	be	AUX
ajceb-4653	104	7	that	that	SCONJ
ajceb-4653	104	8	some	some	DET
ajceb-4653	104	9	subset	subset	NOUN
ajceb-4653	104	10	of	of	ADP
ajceb-4653	104	11	the	the	DET
ajceb-4653	104	12	regression	regression	NOUN
ajceb-4653	104	13	coefficients	coefficient	NOUN
ajceb-4653	104	14	(	(	PUNCT
ajceb-4653	104	15	the	the	DET
ajceb-4653	104	16	random	random	ADJ
ajceb-4653	104	17	effects	effect	NOUN
ajceb-4653	104	18	)	)	PUNCT
ajceb-4653	104	19	varies	vary	VERB
ajceb-4653	104	20	randomly	randomly	ADV
ajceb-4653	104	21	from	from	ADP
ajceb-4653	104	22	one	one	NUM
ajceb-4653	104	23	individual	individual	ADJ
ajceb-4653	104	24	(	(	PUNCT
ajceb-4653	104	25	subject	subject	NOUN
ajceb-4653	104	26	)	)	PUNCT
ajceb-4653	104	27	to	to	ADP
ajceb-4653	104	28	another	another	PRON
ajceb-4653	104	29	,	,	PUNCT
ajceb-4653	104	30	thereby	thereby	ADV
ajceb-4653	104	31	accounting	account	VERB
ajceb-4653	104	32	for	for	ADP
ajceb-4653	104	33	heterogeneity	heterogeneity	NOUN
ajceb-4653	104	34	in	in	ADP
ajceb-4653	104	35	the	the	DET
ajceb-4653	104	36	population	population	NOUN
ajceb-4653	104	37	.	.	PUNCT
ajceb-4653	105	1	it	it	PRON
ajceb-4653	105	2	follows	follow	VERB
ajceb-4653	105	3	,	,	PUNCT
ajceb-4653	105	4	therefore	therefore	ADV
ajceb-4653	105	5	,	,	PUNCT
ajceb-4653	105	6	there	there	PRON
ajceb-4653	105	7	are	be	VERB
ajceb-4653	105	8	essentially	essentially	ADV
ajceb-4653	105	9	two	two	NUM
ajceb-4653	105	10	components	component	NOUN
ajceb-4653	105	11	that	that	PRON
ajceb-4653	105	12	make	make	VERB
ajceb-4653	105	13	up	up	ADP
ajceb-4653	105	14	a	a	DET
ajceb-4653	105	15	lmm	lmm	PROPN
ajceb-4653	105	16	,	,	PUNCT
ajceb-4653	105	17	namely	namely	ADV
ajceb-4653	105	18	the	the	DET
ajceb-4653	105	19	fixed	fix	VERB
ajceb-4653	105	20	effects	effect	NOUN
ajceb-4653	105	21	,	,	PUNCT
ajceb-4653	105	22	β	β	NOUN
ajceb-4653	105	23	’s	’s	NOUN
ajceb-4653	105	24	and	and	CCONJ
ajceb-4653	105	25	the	the	DET
ajceb-4653	105	26	random	random	ADJ
ajceb-4653	105	27	effects	effect	NOUN
ajceb-4653	105	28	,	,	PUNCT
ajceb-4653	105	29	b	b	NOUN
ajceb-4653	105	30	’s	’s	NOUN
ajceb-4653	105	31	.	.	PUNCT
ajceb-4653	106	1	the	the	DET
ajceb-4653	106	2	fixed	fix	VERB
ajceb-4653	106	3	effects	effect	NOUN
ajceb-4653	106	4	is	be	AUX
ajceb-4653	106	5	the	the	DET
ajceb-4653	106	6	population	population	NOUN
ajceb-4653	106	7	mean	mean	VERB
ajceb-4653	106	8	profile	profile	NOUN
ajceb-4653	106	9	that	that	PRON
ajceb-4653	106	10	assumed	assume	VERB
ajceb-4653	106	11	to	to	PART
ajceb-4653	106	12	be	be	AUX
ajceb-4653	106	13	shared	share	VERB
ajceb-4653	106	14	by	by	ADP
ajceb-4653	106	15	all	all	DET
ajceb-4653	106	16	individual	individual	ADJ
ajceb-4653	106	17	bidders	bidder	NOUN
ajceb-4653	106	18	in	in	ADP
ajceb-4653	106	19	the	the	DET
ajceb-4653	106	20	population	population	NOUN
ajceb-4653	106	21	,	,	PUNCT
ajceb-4653	106	22	and	and	CCONJ
ajceb-4653	106	23	the	the	DET
ajceb-4653	106	24	random	random	ADJ
ajceb-4653	106	25	effects	effect	NOUN
ajceb-4653	106	26	that	that	PRON
ajceb-4653	106	27	are	be	AUX
ajceb-4653	106	28	subject	subject	ADJ
ajceb-4653	106	29	-	-	PUNCT
ajceb-4653	106	30	specific	specific	ADJ
ajceb-4653	106	31	effects	effect	NOUN
ajceb-4653	106	32	that	that	PRON
ajceb-4653	106	33	are	be	AUX
ajceb-4653	106	34	unique	unique	ADJ
ajceb-4653	106	35	to	to	ADP
ajceb-4653	106	36	individual	individual	ADJ
ajceb-4653	106	37	bidders	bidder	NOUN
ajceb-4653	106	38	.	.	PUNCT
ajceb-4653	107	1	the	the	DET
ajceb-4653	107	2	random	random	ADJ
ajceb-4653	107	3	effects	effect	NOUN
ajceb-4653	107	4	are	be	AUX
ajceb-4653	107	5	incorporated	incorporate	VERB
ajceb-4653	107	6	in	in	ADP
ajceb-4653	107	7	the	the	DET
ajceb-4653	107	8	model	model	NOUN
ajceb-4653	107	9	to	to	PART
ajceb-4653	107	10	accommodate	accommodate	VERB
ajceb-4653	107	11	between	between	ADP
ajceb-4653	107	12	-	-	PUNCT
ajceb-4653	107	13	subject	subject	NOUN
ajceb-4653	107	14	variability	variability	NOUN
ajceb-4653	107	15	,	,	PUNCT
ajceb-4653	107	16	in	in	ADP
ajceb-4653	107	17	construction	construction	NOUN
ajceb-4653	107	18	economics	economic	NOUN
ajceb-4653	107	19	and	and	CCONJ
ajceb-4653	107	20	building	building	NOUN
ajceb-4653	107	21	,	,	PUNCT
ajceb-4653	107	22	15(4	15(4	NUM
ajceb-4653	107	23	)	)	PUNCT
ajceb-4653	107	24	,	,	PUNCT
ajceb-4653	107	25	16	16	NUM
ajceb-4653	107	26	-	-	SYM
ajceb-4653	107	27	29	29	NUM
ajceb-4653	107	28	oo	oo	NOUN
ajceb-4653	107	29	,	,	PUNCT
ajceb-4653	107	30	ling	ling	PROPN
ajceb-4653	107	31	and	and	CCONJ
ajceb-4653	107	32	soo	soo	PROPN
ajceb-4653	107	33	21	21	NUM
ajceb-4653	107	34	which	which	PRON
ajceb-4653	107	35	individuals	individual	NOUN
ajceb-4653	107	36	in	in	ADP
ajceb-4653	107	37	the	the	DET
ajceb-4653	107	38	population	population	NOUN
ajceb-4653	107	39	are	be	AUX
ajceb-4653	107	40	assumed	assume	VERB
ajceb-4653	107	41	to	to	PART
ajceb-4653	107	42	have	have	VERB
ajceb-4653	107	43	their	their	PRON
ajceb-4653	107	44	own	own	ADJ
ajceb-4653	107	45	subject	subject	NOUN
ajceb-4653	107	46	-	-	PUNCT
ajceb-4653	107	47	specific	specific	ADJ
ajceb-4653	107	48	mean	mean	NOUN
ajceb-4653	107	49	profile	profile	NOUN
ajceb-4653	107	50	.	.	PUNCT
ajceb-4653	108	1	oo	oo	INTJ
ajceb-4653	108	2	,	,	PUNCT
ajceb-4653	108	3	drew	draw	VERB
ajceb-4653	108	4	and	and	CCONJ
ajceb-4653	108	5	lo	lo	PROPN
ajceb-4653	108	6	(	(	PUNCT
ajceb-4653	108	7	2010a	2010a	NUM
ajceb-4653	108	8	)	)	PUNCT
ajceb-4653	108	9	and	and	CCONJ
ajceb-4653	108	10	oo	oo	INTJ
ajceb-4653	108	11	,	,	PUNCT
ajceb-4653	108	12	drew	draw	VERB
ajceb-4653	108	13	and	and	CCONJ
ajceb-4653	108	14	runeson	runeson	NOUN
ajceb-4653	108	15	(	(	PUNCT
ajceb-4653	108	16	2010b	2010b	NUM
ajceb-4653	108	17	)	)	PUNCT
ajceb-4653	108	18	used	use	VERB
ajceb-4653	108	19	the	the	DET
ajceb-4653	108	20	same	same	ADJ
ajceb-4653	108	21	modelling	modelling	NOUN
ajceb-4653	108	22	approach	approach	NOUN
ajceb-4653	108	23	to	to	PART
ajceb-4653	108	24	examine	examine	VERB
ajceb-4653	108	25	individual	individual	ADJ
ajceb-4653	108	26	bidders	bidder	NOUN
ajceb-4653	108	27	’	’	PART
ajceb-4653	108	28	mark	mark	NOUN
ajceb-4653	108	29	-	-	PUNCT
ajceb-4653	108	30	up	up	ADP
ajceb-4653	108	31	profiles	profile	NOUN
ajceb-4653	108	32	in	in	ADP
ajceb-4653	108	33	response	response	NOUN
ajceb-4653	108	34	to	to	ADP
ajceb-4653	108	35	factors	factor	NOUN
ajceb-4653	108	36	affecting	affect	VERB
ajceb-4653	108	37	their	their	PRON
ajceb-4653	108	38	bidding	bidding	NOUN
ajceb-4653	108	39	decisions	decision	NOUN
ajceb-4653	108	40	(	(	PUNCT
ajceb-4653	108	41	i.e.	i.e.	X
ajceb-4653	108	42	with	with	ADP
ajceb-4653	108	43	the	the	DET
ajceb-4653	108	44	parameter	parameter	NOUN
ajceb-4653	108	45	estimates	estimate	VERB
ajceb-4653	108	46	that	that	SCONJ
ajceb-4653	108	47	varied	varied	ADJ
ajceb-4653	108	48	across	across	ADP
ajceb-4653	108	49	individual	individual	ADJ
ajceb-4653	108	50	bidders	bidder	NOUN
ajceb-4653	108	51	)	)	PUNCT
ajceb-4653	108	52	.	.	PUNCT
ajceb-4653	109	1	such	such	ADJ
ajceb-4653	109	2	estimates	estimate	NOUN
ajceb-4653	109	3	are	be	AUX
ajceb-4653	109	4	of	of	ADP
ajceb-4653	109	5	interest	interest	NOUN
ajceb-4653	109	6	in	in	ADP
ajceb-4653	109	7	the	the	DET
ajceb-4653	109	8	present	present	ADJ
ajceb-4653	109	9	analysis	analysis	NOUN
ajceb-4653	109	10	to	to	PART
ajceb-4653	109	11	examine	examine	VERB
ajceb-4653	109	12	subject	subject	ADJ
ajceb-4653	109	13	-	-	PUNCT
ajceb-4653	109	14	specific	specific	ADJ
ajceb-4653	109	15	learning	learning	NOUN
ajceb-4653	109	16	profiles	profile	NOUN
ajceb-4653	109	17	in	in	ADP
ajceb-4653	109	18	recurrent	recurrent	ADJ
ajceb-4653	109	19	bidding	bidding	NOUN
ajceb-4653	109	20	.	.	PUNCT
ajceb-4653	110	1	learning	learning	NOUN
ajceb-4653	110	2	,	,	PUNCT
ajceb-4653	110	3	expressed	express	VERB
ajceb-4653	110	4	in	in	ADP
ajceb-4653	110	5	the	the	DET
ajceb-4653	110	6	form	form	NOUN
ajceb-4653	110	7	of	of	ADP
ajceb-4653	110	8	subjects	subject	NOUN
ajceb-4653	110	9	’	'	PUNCT
ajceb-4653	110	10	competitiveness	competitiveness	NOUN
ajceb-4653	110	11	,	,	PUNCT
ajceb-4653	110	12	was	be	AUX
ajceb-4653	110	13	taken	take	VERB
ajceb-4653	110	14	as	as	ADP
ajceb-4653	110	15	the	the	DET
ajceb-4653	110	16	dependent	dependent	ADJ
ajceb-4653	110	17	variable	variable	NOUN
ajceb-4653	110	18	in	in	ADP
ajceb-4653	110	19	the	the	DET
ajceb-4653	110	20	lmm	lmm	PROPN
ajceb-4653	110	21	.	.	PUNCT
ajceb-4653	111	1	the	the	DET
ajceb-4653	111	2	unbiased	unbiased	ADJ
ajceb-4653	111	3	cost	cost	NOUN
ajceb-4653	111	4	estimate	estimate	NOUN
ajceb-4653	111	5	provides	provide	VERB
ajceb-4653	111	6	a	a	DET
ajceb-4653	111	7	common	common	ADJ
ajceb-4653	111	8	baseline	baseline	NOUN
ajceb-4653	111	9	and	and	CCONJ
ajceb-4653	111	10	the	the	DET
ajceb-4653	111	11	measure	measure	NOUN
ajceb-4653	111	12	of	of	ADP
ajceb-4653	111	13	subjects	subject	NOUN
ajceb-4653	111	14	’	'	PUNCT
ajceb-4653	111	15	competitiveness	competitiveness	NOUN
ajceb-4653	111	16	is	be	AUX
ajceb-4653	111	17	to	to	PART
ajceb-4653	111	18	express	express	VERB
ajceb-4653	111	19	each	each	DET
ajceb-4653	111	20	bid	bid	NOUN
ajceb-4653	111	21	as	as	ADP
ajceb-4653	111	22	a	a	DET
ajceb-4653	111	23	percentage	percentage	NOUN
ajceb-4653	111	24	above	above	ADP
ajceb-4653	111	25	the	the	DET
ajceb-4653	111	26	unbiased	unbiased	ADJ
ajceb-4653	111	27	cost	cost	NOUN
ajceb-4653	111	28	estimate	estimate	NOUN
ajceb-4653	111	29	:	:	PUNCT
ajceb-4653	111	30	mup	mup	NOUN
ajceb-4653	112	1	=	=	SYM
ajceb-4653	112	2	100	100	NUM
ajceb-4653	112	3	(	(	PUNCT
ajceb-4653	112	4	xi	xi	X
ajceb-4653	112	5	–	–	PUNCT
ajceb-4653	112	6	x	x	X
ajceb-4653	112	7	)	)	PUNCT
ajceb-4653	112	8	/	/	SYM
ajceb-4653	112	9	x	x	X
ajceb-4653	112	10	(	(	PUNCT
ajceb-4653	112	11	eq	eq	NOUN
ajceb-4653	112	12	.	.	NOUN
ajceb-4653	112	13	1	1	NUM
ajceb-4653	112	14	)	)	PUNCT
ajceb-4653	112	15	where	where	SCONJ
ajceb-4653	112	16	:	:	PUNCT
ajceb-4653	112	17	mup	mup	NOUN
ajceb-4653	112	18	is	be	AUX
ajceb-4653	112	19	the	the	DET
ajceb-4653	112	20	mark	mark	NOUN
ajceb-4653	112	21	-	-	PUNCT
ajceb-4653	112	22	up	up	ADP
ajceb-4653	112	23	percentage	percentage	NOUN
ajceb-4653	112	24	,	,	PUNCT
ajceb-4653	112	25	xi	xi	X
ajceb-4653	112	26	is	be	AUX
ajceb-4653	112	27	the	the	DET
ajceb-4653	112	28	ith	ith	PROPN
ajceb-4653	112	29	subject	subject	PROPN
ajceb-4653	112	30	’s	’s	PART
ajceb-4653	112	31	bid	bid	NOUN
ajceb-4653	112	32	and	and	CCONJ
ajceb-4653	112	33	x	x	NOUN
ajceb-4653	112	34	is	be	AUX
ajceb-4653	112	35	the	the	DET
ajceb-4653	112	36	unbiased	unbiased	ADJ
ajceb-4653	112	37	cost	cost	NOUN
ajceb-4653	112	38	estimate	estimate	NOUN
ajceb-4653	112	39	for	for	ADP
ajceb-4653	112	40	each	each	DET
ajceb-4653	112	41	hypothetical	hypothetical	ADJ
ajceb-4653	112	42	project	project	NOUN
ajceb-4653	112	43	.	.	PUNCT
ajceb-4653	113	1	lower	low	ADJ
ajceb-4653	113	2	percentage	percentage	NOUN
ajceb-4653	113	3	values	value	NOUN
ajceb-4653	113	4	indicate	indicate	VERB
ajceb-4653	113	5	greater	great	ADJ
ajceb-4653	113	6	competitiveness	competitiveness	NOUN
ajceb-4653	113	7	since	since	SCONJ
ajceb-4653	113	8	the	the	DET
ajceb-4653	113	9	lowest	low	ADJ
ajceb-4653	113	10	bidder	bidder	NOUN
ajceb-4653	113	11	wins	win	VERB
ajceb-4653	113	12	at	at	ADP
ajceb-4653	113	13	the	the	DET
ajceb-4653	113	14	lowest	low	ADJ
ajceb-4653	113	15	bid	bid	NOUN
ajceb-4653	113	16	price	price	NOUN
ajceb-4653	113	17	,	,	PUNCT
ajceb-4653	113	18	and	and	CCONJ
ajceb-4653	113	19	vice	vice	ADV
ajceb-4653	113	20	versa	versa	ADV
ajceb-4653	113	21	.	.	PUNCT
ajceb-4653	114	1	there	there	PRON
ajceb-4653	114	2	are	be	VERB
ajceb-4653	114	3	four	four	NUM
ajceb-4653	114	4	independent	independent	ADJ
ajceb-4653	114	5	variables	variable	NOUN
ajceb-4653	114	6	in	in	ADP
ajceb-4653	114	7	the	the	DET
ajceb-4653	114	8	lmm	lmm	PROPN
ajceb-4653	114	9	.	.	PROPN
ajceb-4653	114	10	time	time	NOUN
ajceb-4653	114	11	points	point	NOUN
ajceb-4653	114	12	(	(	PUNCT
ajceb-4653	114	13	t	t	NOUN
ajceb-4653	114	14	)	)	PUNCT
ajceb-4653	114	15	,	,	PUNCT
ajceb-4653	114	16	as	as	SCONJ
ajceb-4653	114	17	indicated	indicate	VERB
ajceb-4653	114	18	by	by	ADP
ajceb-4653	114	19	the	the	DET
ajceb-4653	114	20	bidding	bidding	NOUN
ajceb-4653	114	21	round	round	NOUN
ajceb-4653	114	22	numbers	number	NOUN
ajceb-4653	114	23	(	(	PUNCT
ajceb-4653	114	24	1	1	NUM
ajceb-4653	114	25	to	to	PART
ajceb-4653	114	26	10	10	NUM
ajceb-4653	114	27	)	)	PUNCT
ajceb-4653	114	28	,	,	PUNCT
ajceb-4653	114	29	is	be	AUX
ajceb-4653	114	30	a	a	DET
ajceb-4653	114	31	quantitative	quantitative	ADJ
ajceb-4653	114	32	independent	independent	ADJ
ajceb-4653	114	33	variable	variable	NOUN
ajceb-4653	114	34	.	.	PUNCT
ajceb-4653	115	1	a	a	DET
ajceb-4653	115	2	quadratic	quadratic	ADJ
ajceb-4653	115	3	term	term	NOUN
ajceb-4653	115	4	for	for	ADP
ajceb-4653	115	5	this	this	DET
ajceb-4653	115	6	variable	variable	NOUN
ajceb-4653	115	7	(	(	PUNCT
ajceb-4653	115	8	t2	t2	PROPN
ajceb-4653	115	9	)	)	PUNCT
ajceb-4653	115	10	is	be	AUX
ajceb-4653	115	11	added	add	VERB
ajceb-4653	115	12	to	to	PART
ajceb-4653	115	13	allow	allow	VERB
ajceb-4653	115	14	for	for	ADP
ajceb-4653	115	15	nonlinear	nonlinear	ADJ
ajceb-4653	115	16	change	change	NOUN
ajceb-4653	115	17	in	in	ADP
ajceb-4653	115	18	subject	subject	ADJ
ajceb-4653	115	19	-	-	PUNCT
ajceb-4653	115	20	specific	specific	ADJ
ajceb-4653	115	21	learning	learning	NOUN
ajceb-4653	115	22	curves	curve	NOUN
ajceb-4653	115	23	.	.	PUNCT
ajceb-4653	116	1	the	the	DET
ajceb-4653	116	2	information	information	NOUN
ajceb-4653	116	3	feedback	feedback	NOUN
ajceb-4653	116	4	group	group	NOUN
ajceb-4653	116	5	(	(	PUNCT
ajceb-4653	116	6	g	g	NOUN
ajceb-4653	116	7	)	)	PUNCT
ajceb-4653	116	8	is	be	AUX
ajceb-4653	116	9	a	a	DET
ajceb-4653	116	10	categorical	categorical	ADJ
ajceb-4653	116	11	independent	independent	ADJ
ajceb-4653	116	12	variable	variable	NOUN
ajceb-4653	116	13	which	which	PRON
ajceb-4653	116	14	requires	require	VERB
ajceb-4653	116	15	the	the	DET
ajceb-4653	116	16	use	use	NOUN
ajceb-4653	116	17	of	of	ADP
ajceb-4653	116	18	dummy	dummy	ADJ
ajceb-4653	116	19	variables	variable	NOUN
ajceb-4653	116	20	,	,	PUNCT
ajceb-4653	116	21	where	where	SCONJ
ajceb-4653	116	22	g	g	NOUN
ajceb-4653	116	23	=	=	NOUN
ajceb-4653	116	24	0	0	NUM
ajceb-4653	116	25	for	for	ADP
ajceb-4653	116	26	group	group	NOUN
ajceb-4653	116	27	p	p	NOUN
ajceb-4653	116	28	and	and	CCONJ
ajceb-4653	116	29	g	g	NOUN
ajceb-4653	116	30	=	=	SYM
ajceb-4653	116	31	1	1	NUM
ajceb-4653	116	32	for	for	ADP
ajceb-4653	116	33	group	group	NOUN
ajceb-4653	116	34	f.	f.	PROPN
ajceb-4653	116	35	taking	take	VERB
ajceb-4653	116	36	into	into	ADP
ajceb-4653	116	37	account	account	NOUN
ajceb-4653	116	38	the	the	DET
ajceb-4653	116	39	experimental	experimental	ADJ
ajceb-4653	116	40	design	design	NOUN
ajceb-4653	116	41	in	in	ADP
ajceb-4653	116	42	which	which	PRON
ajceb-4653	116	43	the	the	DET
ajceb-4653	116	44	subjects	subject	NOUN
ajceb-4653	116	45	were	be	AUX
ajceb-4653	116	46	given	give	VERB
ajceb-4653	116	47	feedback	feedback	NOUN
ajceb-4653	116	48	information	information	NOUN
ajceb-4653	116	49	about	about	ADP
ajceb-4653	116	50	their	their	PRON
ajceb-4653	116	51	performance	performance	NOUN
ajceb-4653	116	52	in	in	ADP
ajceb-4653	116	53	previous	previous	ADJ
ajceb-4653	116	54	rounds	round	NOUN
ajceb-4653	116	55	,	,	PUNCT
ajceb-4653	116	56	two	two	NUM
ajceb-4653	116	57	additional	additional	ADJ
ajceb-4653	116	58	independent	independent	ADJ
ajceb-4653	116	59	variables	variable	NOUN
ajceb-4653	116	60	have	have	AUX
ajceb-4653	116	61	been	be	AUX
ajceb-4653	116	62	considered	consider	VERB
ajceb-4653	116	63	in	in	ADP
ajceb-4653	116	64	the	the	DET
ajceb-4653	116	65	modelling	modelling	NOUN
ajceb-4653	116	66	attempt	attempt	NOUN
ajceb-4653	116	67	to	to	PART
ajceb-4653	116	68	better	well	ADV
ajceb-4653	116	69	reflect	reflect	VERB
ajceb-4653	116	70	the	the	DET
ajceb-4653	116	71	subjects	subject	NOUN
ajceb-4653	116	72	’	'	PUNCT
ajceb-4653	116	73	learning	learn	VERB
ajceb-4653	116	74	in	in	ADP
ajceb-4653	116	75	recurrent	recurrent	ADJ
ajceb-4653	116	76	bidding	bidding	NOUN
ajceb-4653	116	77	.	.	PUNCT
ajceb-4653	117	1	they	they	PRON
ajceb-4653	117	2	are	be	AUX
ajceb-4653	117	3	:	:	PUNCT
ajceb-4653	117	4	(	(	PUNCT
ajceb-4653	117	5	i	i	NOUN
ajceb-4653	117	6	)	)	PUNCT
ajceb-4653	117	7	current	current	ADJ
ajceb-4653	117	8	workload	workload	NOUN
ajceb-4653	117	9	(	(	PUNCT
ajceb-4653	117	10	w	w	NOUN
ajceb-4653	117	11	)	)	PUNCT
ajceb-4653	117	12	that	that	PRON
ajceb-4653	117	13	indicates	indicate	VERB
ajceb-4653	117	14	the	the	DET
ajceb-4653	117	15	subjects	subject	NOUN
ajceb-4653	117	16	’	'	PUNCT
ajceb-4653	117	17	capacity	capacity	NOUN
ajceb-4653	117	18	utilization	utilization	NOUN
ajceb-4653	117	19	,	,	PUNCT
ajceb-4653	117	20	where	where	SCONJ
ajceb-4653	117	21	w	w	NOUN
ajceb-4653	117	22	=	=	NOUN
ajceb-4653	117	23	0	0	PUNCT
ajceb-4653	118	1	if	if	SCONJ
ajceb-4653	118	2	they	they	PRON
ajceb-4653	118	3	were	be	AUX
ajceb-4653	118	4	working	work	VERB
ajceb-4653	118	5	below	below	ADP
ajceb-4653	118	6	optimal	optimal	ADJ
ajceb-4653	118	7	capacity	capacity	NOUN
ajceb-4653	118	8	(	(	PUNCT
ajceb-4653	118	9	number	number	NOUN
ajceb-4653	118	10	of	of	ADP
ajceb-4653	118	11	projects	project	NOUN
ajceb-4653	118	12	on	on	ADP
ajceb-4653	118	13	hand	hand	NOUN
ajceb-4653	118	14	≤	≤	NUM
ajceb-4653	118	15	4	4	NUM
ajceb-4653	118	16	)	)	PUNCT
ajceb-4653	118	17	and	and	CCONJ
ajceb-4653	118	18	w	w	NOUN
ajceb-4653	118	19	=	=	NOUN
ajceb-4653	118	20	1	1	NUM
ajceb-4653	118	21	if	if	SCONJ
ajceb-4653	118	22	they	they	PRON
ajceb-4653	118	23	were	be	AUX
ajceb-4653	118	24	working	work	VERB
ajceb-4653	118	25	at	at	ADP
ajceb-4653	118	26	or	or	CCONJ
ajceb-4653	118	27	beyond	beyond	ADP
ajceb-4653	118	28	optimal	optimal	ADJ
ajceb-4653	118	29	capacity	capacity	NOUN
ajceb-4653	118	30	(	(	PUNCT
ajceb-4653	118	31	number	number	NOUN
ajceb-4653	118	32	of	of	ADP
ajceb-4653	118	33	projects	project	NOUN
ajceb-4653	118	34	on	on	ADP
ajceb-4653	118	35	hand	hand	PROPN
ajceb-4653	118	36	≥	≥	PROPN
ajceb-4653	118	37	5	5	NUM
ajceb-4653	118	38	)	)	PUNCT
ajceb-4653	118	39	at	at	ADP
ajceb-4653	118	40	a	a	DET
ajceb-4653	118	41	particular	particular	ADJ
ajceb-4653	118	42	time	time	NOUN
ajceb-4653	118	43	point	point	NOUN
ajceb-4653	118	44	,	,	PUNCT
ajceb-4653	118	45	and	and	CCONJ
ajceb-4653	118	46	(	(	PUNCT
ajceb-4653	118	47	ii	ii	NOUN
ajceb-4653	118	48	)	)	PUNCT
ajceb-4653	118	49	bidding	bid	VERB
ajceb-4653	118	50	success	success	NOUN
ajceb-4653	118	51	in	in	ADP
ajceb-4653	118	52	preceding	precede	VERB
ajceb-4653	118	53	round	round	ADJ
ajceb-4653	118	54	(	(	PUNCT
ajceb-4653	118	55	s	s	NOUN
ajceb-4653	118	56	)	)	PUNCT
ajceb-4653	118	57	.	.	PUNCT
ajceb-4653	119	1	the	the	DET
ajceb-4653	119	2	latter	latter	ADJ
ajceb-4653	119	3	is	be	AUX
ajceb-4653	119	4	given	give	VERB
ajceb-4653	119	5	by	by	ADP
ajceb-4653	119	6	s	s	NOUN
ajceb-4653	119	7	=	=	SYM
ajceb-4653	119	8	0	0	PUNCT
ajceb-4653	119	9	if	if	SCONJ
ajceb-4653	119	10	the	the	DET
ajceb-4653	119	11	subjects	subject	NOUN
ajceb-4653	119	12	were	be	AUX
ajceb-4653	119	13	unsuccessful	unsuccessful	ADJ
ajceb-4653	119	14	and	and	CCONJ
ajceb-4653	119	15	s	s	PART
ajceb-4653	119	16	=	=	SYM
ajceb-4653	119	17	1	1	NUM
ajceb-4653	119	18	if	if	SCONJ
ajceb-4653	119	19	the	the	DET
ajceb-4653	119	20	subjects	subject	NOUN
ajceb-4653	119	21	were	be	AUX
ajceb-4653	119	22	successful	successful	ADJ
ajceb-4653	119	23	in	in	ADP
ajceb-4653	119	24	winning	win	VERB
ajceb-4653	119	25	a	a	DET
ajceb-4653	119	26	job(s	job(	NOUN
ajceb-4653	119	27	)	)	PUNCT
ajceb-4653	119	28	in	in	ADP
ajceb-4653	119	29	the	the	DET
ajceb-4653	119	30	preceding	precede	VERB
ajceb-4653	119	31	round	round	NOUN
ajceb-4653	119	32	.	.	PUNCT
ajceb-4653	120	1	the	the	DET
ajceb-4653	120	2	decision	decision	NOUN
ajceb-4653	120	3	to	to	PART
ajceb-4653	120	4	include	include	VERB
ajceb-4653	120	5	these	these	DET
ajceb-4653	120	6	variables	variable	NOUN
ajceb-4653	120	7	is	be	AUX
ajceb-4653	120	8	supported	support	VERB
ajceb-4653	120	9	by	by	ADP
ajceb-4653	120	10	the	the	DET
ajceb-4653	120	11	empirical	empirical	ADJ
ajceb-4653	120	12	evidence	evidence	NOUN
ajceb-4653	120	13	discussed	discuss	VERB
ajceb-4653	120	14	above	above	ADV
ajceb-4653	120	15	(	(	PUNCT
ajceb-4653	120	16	e.g.	e.g.	ADV
ajceb-4653	120	17	fu	fu	NOUN
ajceb-4653	120	18	,	,	PUNCT
ajceb-4653	120	19	drew	draw	VERB
ajceb-4653	120	20	and	and	CCONJ
ajceb-4653	120	21	lo	lo	PROPN
ajceb-4653	120	22	,	,	PUNCT
ajceb-4653	120	23	2002	2002	NUM
ajceb-4653	120	24	;	;	PUNCT
ajceb-4653	120	25	kagel	kagel	PROPN
ajceb-4653	120	26	and	and	CCONJ
ajceb-4653	120	27	levin	levin	PROPN
ajceb-4653	120	28	,	,	PUNCT
ajceb-4653	120	29	2002	2002	NUM
ajceb-4653	120	30	;	;	PUNCT
ajceb-4653	120	31	oo	oo	INTJ
ajceb-4653	120	32	,	,	PUNCT
ajceb-4653	120	33	abdul	abdul	PROPN
ajceb-4653	120	34	-	-	PUNCT
ajceb-4653	120	35	aziz	aziz	PROPN
ajceb-4653	120	36	and	and	CCONJ
ajceb-4653	120	37	lim	lim	PROPN
ajceb-4653	120	38	,	,	PUNCT
ajceb-4653	120	39	2011	2011	NUM
ajceb-4653	120	40	)	)	PUNCT
ajceb-4653	120	41	.	.	PUNCT
ajceb-4653	121	1	it	it	PRON
ajceb-4653	121	2	should	should	AUX
ajceb-4653	121	3	be	be	AUX
ajceb-4653	121	4	noted	note	VERB
ajceb-4653	121	5	that	that	SCONJ
ajceb-4653	121	6	the	the	DET
ajceb-4653	121	7	profit	profit	NOUN
ajceb-4653	121	8	or	or	CCONJ
ajceb-4653	121	9	loss	loss	NOUN
ajceb-4653	121	10	on	on	ADP
ajceb-4653	121	11	winning	win	VERB
ajceb-4653	121	12	bids	bid	NOUN
ajceb-4653	121	13	has	have	AUX
ajceb-4653	121	14	not	not	PART
ajceb-4653	121	15	been	be	AUX
ajceb-4653	121	16	included	include	VERB
ajceb-4653	121	17	in	in	ADP
ajceb-4653	121	18	the	the	DET
ajceb-4653	121	19	modelling	modelling	NOUN
ajceb-4653	121	20	attempt	attempt	NOUN
ajceb-4653	121	21	because	because	SCONJ
ajceb-4653	121	22	this	this	DET
ajceb-4653	121	23	feedback	feedback	NOUN
ajceb-4653	121	24	information	information	NOUN
ajceb-4653	121	25	was	be	AUX
ajceb-4653	121	26	not	not	PART
ajceb-4653	121	27	available	available	ADJ
ajceb-4653	121	28	from	from	ADP
ajceb-4653	121	29	round	round	NOUN
ajceb-4653	121	30	to	to	AUX
ajceb-4653	121	31	round	round	VERB
ajceb-4653	121	32	and	and	CCONJ
ajceb-4653	121	33	depend	depend	VERB
ajceb-4653	121	34	on	on	ADP
ajceb-4653	121	35	the	the	DET
ajceb-4653	121	36	project	project	NOUN
ajceb-4653	121	37	duration	duration	NOUN
ajceb-4653	121	38	.	.	PUNCT
ajceb-4653	122	1	all	all	DET
ajceb-4653	122	2	the	the	DET
ajceb-4653	122	3	hypothetical	hypothetical	ADJ
ajceb-4653	122	4	projects	project	NOUN
ajceb-4653	122	5	have	have	VERB
ajceb-4653	122	6	minimum	minimum	NOUN
ajceb-4653	122	7	project	project	NOUN
ajceb-4653	122	8	duration	duration	NOUN
ajceb-4653	122	9	of	of	ADP
ajceb-4653	122	10	two	two	NUM
ajceb-4653	122	11	rounds	round	NOUN
ajceb-4653	122	12	in	in	ADP
ajceb-4653	122	13	oo	oo	PROPN
ajceb-4653	122	14	,	,	PUNCT
ajceb-4653	122	15	ling	ling	NOUN
ajceb-4653	122	16	and	and	CCONJ
ajceb-4653	122	17	soo	soo	PROPN
ajceb-4653	122	18	’s	’s	PART
ajceb-4653	122	19	(	(	PUNCT
ajceb-4653	122	20	2014	2014	NUM
ajceb-4653	122	21	)	)	PUNCT
ajceb-4653	122	22	experiment	experiment	NOUN
ajceb-4653	122	23	,	,	PUNCT
ajceb-4653	122	24	and	and	CCONJ
ajceb-4653	122	25	the	the	DET
ajceb-4653	122	26	profit	profit	NOUN
ajceb-4653	122	27	or	or	CCONJ
ajceb-4653	122	28	loss	loss	NOUN
ajceb-4653	122	29	statement	statement	NOUN
ajceb-4653	122	30	was	be	AUX
ajceb-4653	122	31	not	not	PART
ajceb-4653	122	32	available	available	ADJ
ajceb-4653	122	33	until	until	ADP
ajceb-4653	122	34	the	the	DET
ajceb-4653	122	35	completion	completion	NOUN
ajceb-4653	122	36	of	of	ADP
ajceb-4653	122	37	a	a	DET
ajceb-4653	122	38	project	project	NOUN
ajceb-4653	122	39	(	(	PUNCT
ajceb-4653	122	40	i.e.	i.e.	X
ajceb-4653	122	41	a	a	DET
ajceb-4653	122	42	minimum	minimum	ADJ
ajceb-4653	122	43	lapse	lapse	NOUN
ajceb-4653	122	44	of	of	ADP
ajceb-4653	122	45	two	two	NUM
ajceb-4653	122	46	bidding	bidding	NOUN
ajceb-4653	122	47	rounds	round	NOUN
ajceb-4653	122	48	)	)	PUNCT
ajceb-4653	122	49	.	.	PUNCT
ajceb-4653	123	1	to	to	PART
ajceb-4653	123	2	fix	fix	VERB
ajceb-4653	123	3	ideas	idea	NOUN
ajceb-4653	123	4	,	,	PUNCT
ajceb-4653	123	5	the	the	DET
ajceb-4653	123	6	lmm	lmm	PROPN
ajceb-4653	123	7	for	for	ADP
ajceb-4653	123	8	modelling	model	VERB
ajceb-4653	123	9	the	the	DET
ajceb-4653	123	10	mup	mup	NOUN
ajceb-4653	123	11	with	with	ADP
ajceb-4653	123	12	intercepts	intercept	NOUN
ajceb-4653	123	13	and	and	CCONJ
ajceb-4653	123	14	slopes	slope	NOUN
ajceb-4653	123	15	that	that	PRON
ajceb-4653	123	16	vary	vary	VERB
ajceb-4653	123	17	randomly	randomly	ADV
ajceb-4653	123	18	across	across	ADP
ajceb-4653	123	19	the	the	DET
ajceb-4653	123	20	ith	ith	PROPN
ajceb-4653	123	21	subject	subject	NOUN
ajceb-4653	123	22	at	at	ADP
ajceb-4653	123	23	the	the	DET
ajceb-4653	123	24	jth	jth	PROPN
ajceb-4653	123	25	measurement	measurement	PROPN
ajceb-4653	123	26	occasion	occasion	NOUN
ajceb-4653	123	27	(	(	PUNCT
ajceb-4653	123	28	j	j	PROPN
ajceb-4653	123	29	=	=	SYM
ajceb-4653	123	30	1,	1,	NUM
ajceb-4653	123	31	…	…	SYM
ajceb-4653	123	32	ni	ni	PROPN
ajceb-4653	123	33	,	,	PUNCT
ajceb-4653	123	34	ni	ni	PROPN
ajceb-4653	123	35	is	be	AUX
ajceb-4653	123	36	the	the	DET
ajceb-4653	123	37	number	number	NOUN
ajceb-4653	123	38	of	of	ADP
ajceb-4653	123	39	bidding	bidding	NOUN
ajceb-4653	123	40	attempts	attempt	NOUN
ajceb-4653	123	41	per	per	ADP
ajceb-4653	123	42	subject	subject	NOUN
ajceb-4653	123	43	)	)	PUNCT
ajceb-4653	123	44	has	have	AUX
ajceb-4653	123	45	given	give	VERB
ajceb-4653	123	46	rise	rise	NOUN
ajceb-4653	123	47	to	to	ADP
ajceb-4653	123	48	a	a	DET
ajceb-4653	123	49	linear	linear	ADJ
ajceb-4653	123	50	prediction	prediction	NOUN
ajceb-4653	123	51	equation	equation	NOUN
ajceb-4653	123	52	in	in	ADP
ajceb-4653	123	53	the	the	DET
ajceb-4653	123	54	form	form	NOUN
ajceb-4653	123	55	of	of	ADP
ajceb-4653	123	56	:	:	PUNCT
ajceb-4653	123	57	ijiijiijiijiijiiij	ijiijiijiijiijiiij	ADJ
ajceb-4653	123	58	sbwbgbtbtbbmup	sbwbgbtbtbbmup	NOUN
ajceb-4653	123	59	)	)	PUNCT
ajceb-4653	123	60	(	(	PUNCT
ajceb-4653	123	61	)	)	PUNCT
ajceb-4653	123	62	(	(	PUNCT
ajceb-4653	123	63	)	)	PUNCT
ajceb-4653	123	64	(	(	PUNCT
ajceb-4653	123	65	)	)	PUNCT
ajceb-4653	123	66	(	(	PUNCT
ajceb-4653	123	67	)	)	PUNCT
ajceb-4653	123	68	(	(	PUNCT
ajceb-4653	123	69	)	)	PUNCT
ajceb-4653	123	70	(	(	PUNCT
ajceb-4653	123	71	554433	554433	NUM
ajceb-4653	123	72	2	2	NUM
ajceb-4653	123	73	221100	221100	NUM
ajceb-4653	124	1	+	+	ADJ
ajceb-4653	124	2	+	+	ADJ
ajceb-4653	124	3	+	+	ADJ
ajceb-4653	124	4	+	+	ADJ
ajceb-4653	124	5	+	+	ADJ
ajceb-4653	124	6	+	+	ADJ
ajceb-4653	124	7	+	+	ADJ
ajceb-4653	124	8	+	+	ADJ
ajceb-4653	124	9	+	+	ADJ
ajceb-4653	124	10	+	+	ADJ
ajceb-4653	124	11	+	+	NOUN
ajceb-4653	124	12	=	=	NOUN
ajceb-4653	124	13	bbbbbb	bbbbbb	NOUN
ajceb-4653	124	14	(	(	PUNCT
ajceb-4653	124	15	eq	eq	NOUN
ajceb-4653	124	16	.	.	NOUN
ajceb-4653	124	17	2	2	NUM
ajceb-4653	124	18	)	)	PUNCT
ajceb-4653	124	19	where	where	SCONJ
ajceb-4653	124	20	:	:	PUNCT
ajceb-4653	124	21	parameters	parameter	NOUN
ajceb-4653	124	22	β0	β0	VERB
ajceb-4653	124	23	,	,	PUNCT
ajceb-4653	124	24	…	…	PUNCT
ajceb-4653	124	25	,	,	PUNCT
ajceb-4653	124	26	β5	β5	NOUN
ajceb-4653	124	27	are	be	AUX
ajceb-4653	124	28	the	the	DET
ajceb-4653	124	29	population	population	NOUN
ajceb-4653	124	30	-	-	PUNCT
ajceb-4653	124	31	average	average	ADJ
ajceb-4653	124	32	structure	structure	NOUN
ajceb-4653	124	33	(	(	PUNCT
ajceb-4653	124	34	i.e.	i.e.	X
ajceb-4653	124	35	,	,	PUNCT
ajceb-4653	124	36	the	the	DET
ajceb-4653	124	37	fixed	fix	VERB
ajceb-4653	124	38	effects	effect	NOUN
ajceb-4653	124	39	that	that	PRON
ajceb-4653	124	40	are	be	AUX
ajceb-4653	124	41	shared	share	VERB
ajceb-4653	124	42	for	for	ADP
ajceb-4653	124	43	all	all	DET
ajceb-4653	124	44	bidders	bidder	NOUN
ajceb-4653	124	45	)	)	PUNCT
ajceb-4653	124	46	,	,	PUNCT
ajceb-4653	124	47	whereas	whereas	SCONJ
ajceb-4653	124	48	other	other	ADJ
ajceb-4653	124	49	parameters	parameter	NOUN
ajceb-4653	124	50	(	(	PUNCT
ajceb-4653	124	51	i.e.	i.e.	X
ajceb-4653	124	52	,	,	PUNCT
ajceb-4653	124	53	b0i,	b0i,	NOUN
ajceb-4653	124	54	…	…	SYM
ajceb-4653	124	55	,b5i	,b5i	PUNCT
ajceb-4653	124	56	)	)	PUNCT
ajceb-4653	124	57	are	be	AUX
ajceb-4653	124	58	subject	subject	ADJ
ajceb-4653	124	59	-	-	PUNCT
ajceb-4653	124	60	specific	specific	ADJ
ajceb-4653	124	61	effects	effect	NOUN
ajceb-4653	124	62	(	(	PUNCT
ajceb-4653	124	63	i.e.	i.e.	X
ajceb-4653	124	64	,	,	PUNCT
ajceb-4653	124	65	the	the	DET
ajceb-4653	124	66	random	random	ADJ
ajceb-4653	124	67	effects	effect	NOUN
ajceb-4653	124	68	that	that	PRON
ajceb-4653	124	69	are	be	AUX
ajceb-4653	124	70	unique	unique	ADJ
ajceb-4653	124	71	to	to	ADP
ajceb-4653	124	72	each	each	DET
ajceb-4653	124	73	subject	subject	NOUN
ajceb-4653	124	74	)	)	PUNCT
ajceb-4653	124	75	.	.	PUNCT
ajceb-4653	125	1	in	in	ADP
ajceb-4653	125	2	this	this	DET
ajceb-4653	125	3	lmm	lmm	PROPN
ajceb-4653	125	4	,	,	PUNCT
ajceb-4653	125	5	fixed	fix	VERB
ajceb-4653	125	6	effects	effect	NOUN
ajceb-4653	125	7	,	,	PUNCT
ajceb-4653	125	8	β	β	NOUN
ajceb-4653	125	9	and	and	CCONJ
ajceb-4653	125	10	random	random	ADJ
ajceb-4653	125	11	effects	effect	NOUN
ajceb-4653	125	12	,	,	PUNCT
ajceb-4653	125	13	b	b	NOUN
ajceb-4653	125	14	are	be	AUX
ajceb-4653	125	15	connected	connect	VERB
ajceb-4653	125	16	to	to	ADP
ajceb-4653	125	17	each	each	DET
ajceb-4653	125	18	other	other	ADJ
ajceb-4653	125	19	,	,	PUNCT
ajceb-4653	125	20	so	so	SCONJ
ajceb-4653	125	21	that	that	SCONJ
ajceb-4653	125	22	any	any	DET
ajceb-4653	125	23	observable	observable	ADJ
ajceb-4653	125	24	effect	effect	NOUN
ajceb-4653	125	25	is	be	AUX
ajceb-4653	125	26	a	a	DET
ajceb-4653	125	27	combination	combination	NOUN
ajceb-4653	125	28	of	of	ADP
ajceb-4653	125	29	the	the	DET
ajceb-4653	125	30	two	two	NUM
ajceb-4653	125	31	.	.	PUNCT
ajceb-4653	126	1	for	for	ADP
ajceb-4653	126	2	example	example	NOUN
ajceb-4653	126	3	,	,	PUNCT
ajceb-4653	126	4	(	(	PUNCT
ajceb-4653	126	5	β1+b1i	β1+b1i	CCONJ
ajceb-4653	126	6	)	)	PUNCT
ajceb-4653	126	7	is	be	AUX
ajceb-4653	126	8	the	the	DET
ajceb-4653	126	9	ith	ith	PROPN
ajceb-4653	126	10	subject	subject	PROPN
ajceb-4653	126	11	’s	’s	PART
ajceb-4653	126	12	slope	slope	NOUN
ajceb-4653	126	13	,	,	PUNCT
ajceb-4653	126	14	or	or	CCONJ
ajceb-4653	126	15	rate	rate	NOUN
ajceb-4653	126	16	of	of	ADP
ajceb-4653	126	17	change	change	NOUN
ajceb-4653	126	18	in	in	ADP
ajceb-4653	126	19	mup	mup	NOUN
ajceb-4653	126	20	(	(	PUNCT
ajceb-4653	126	21	leaning	lean	VERB
ajceb-4653	126	22	)	)	PUNCT
ajceb-4653	126	23	over	over	ADP
ajceb-4653	126	24	time	time	NOUN
ajceb-4653	126	25	.	.	PUNCT
ajceb-4653	127	1	it	it	PRON
ajceb-4653	127	2	demonstrates	demonstrate	VERB
ajceb-4653	127	3	the	the	DET
ajceb-4653	127	4	extension	extension	NOUN
ajceb-4653	127	5	of	of	ADP
ajceb-4653	127	6	the	the	DET
ajceb-4653	127	7	model	model	NOUN
ajceb-4653	127	8	to	to	PART
ajceb-4653	127	9	determine	determine	VERB
ajceb-4653	127	10	individual	individual	ADJ
ajceb-4653	127	11	subjects	subject	NOUN
ajceb-4653	127	12	’	'	PUNCT
ajceb-4653	127	13	characteristics	characteristic	NOUN
ajceb-4653	127	14	(	(	PUNCT
ajceb-4653	127	15	b0i,	b0i,	NOUN
ajceb-4653	127	16	…	…	SYM
ajceb-4653	127	17	,b5i	,b5i	PUNCT
ajceb-4653	127	18	)	)	PUNCT
ajceb-4653	127	19	that	that	PRON
ajceb-4653	127	20	relate	relate	VERB
ajceb-4653	127	21	to	to	ADP
ajceb-4653	127	22	differences	difference	NOUN
ajceb-4653	127	23	in	in	ADP
ajceb-4653	127	24	mup	mup	NOUN
ajceb-4653	127	25	.	.	PUNCT
ajceb-4653	128	1	construction	construction	NOUN
ajceb-4653	128	2	economics	economic	NOUN
ajceb-4653	128	3	and	and	CCONJ
ajceb-4653	128	4	building	building	NOUN
ajceb-4653	128	5	,	,	PUNCT
ajceb-4653	128	6	15(4	15(4	NUM
ajceb-4653	128	7	)	)	PUNCT
ajceb-4653	128	8	,	,	PUNCT
ajceb-4653	128	9	16	16	NUM
ajceb-4653	128	10	-	-	SYM
ajceb-4653	128	11	29	29	NUM
ajceb-4653	128	12	oo	oo	NOUN
ajceb-4653	128	13	,	,	PUNCT
ajceb-4653	128	14	ling	ling	PROPN
ajceb-4653	128	15	and	and	CCONJ
ajceb-4653	128	16	soo	soo	PROPN
ajceb-4653	128	17	22	22	NUM
ajceb-4653	128	18	results	result	NOUN
ajceb-4653	128	19	and	and	CCONJ
ajceb-4653	128	20	discussion	discussion	VERB
ajceb-4653	128	21	the	the	DET
ajceb-4653	128	22	statistical	statistical	ADJ
ajceb-4653	128	23	inferences	inference	NOUN
ajceb-4653	128	24	using	use	VERB
ajceb-4653	128	25	t-	t-	PRON
ajceb-4653	128	26	,	,	PUNCT
ajceb-4653	128	27	f-	f-	NUM
ajceb-4653	128	28	,	,	PUNCT
ajceb-4653	128	29	waldand	waldand	PROPN
ajceb-4653	128	30	likelihood	likelihood	NOUN
ajceb-4653	128	31	ratio	ratio	NOUN
ajceb-4653	128	32	-	-	PUNCT
ajceb-4653	128	33	tests	test	NOUN
ajceb-4653	128	34	in	in	ADP
ajceb-4653	128	35	the	the	DET
ajceb-4653	128	36	mixed	mixed	ADJ
ajceb-4653	128	37	effects	effect	NOUN
ajceb-4653	128	38	model	model	NOUN
ajceb-4653	128	39	building	building	NOUN
ajceb-4653	128	40	process	process	NOUN
ajceb-4653	128	41	show	show	VERB
ajceb-4653	128	42	that	that	SCONJ
ajceb-4653	128	43	the	the	DET
ajceb-4653	128	44	best	well	ADV
ajceb-4653	128	45	-	-	PUNCT
ajceb-4653	128	46	fit	fit	NOUN
ajceb-4653	128	47	lmm	lmm	PROPN
ajceb-4653	128	48	containing	contain	VERB
ajceb-4653	128	49	four	four	NUM
ajceb-4653	128	50	predictor	predictor	NOUN
ajceb-4653	128	51	variables	variable	NOUN
ajceb-4653	128	52	,	,	PUNCT
ajceb-4653	128	53	namely	namely	ADV
ajceb-4653	128	54	:	:	PUNCT
ajceb-4653	128	55	(	(	PUNCT
ajceb-4653	128	56	i	i	NOUN
ajceb-4653	128	57	)	)	PUNCT
ajceb-4653	128	58	time	time	NOUN
ajceb-4653	128	59	(	(	PUNCT
ajceb-4653	128	60	t	t	NOUN
ajceb-4653	128	61	)	)	PUNCT
ajceb-4653	128	62	;	;	PUNCT
ajceb-4653	128	63	(	(	PUNCT
ajceb-4653	128	64	ii	ii	NOUN
ajceb-4653	128	65	)	)	PUNCT
ajceb-4653	128	66	time	time	NOUN
ajceb-4653	128	67	squared	square	VERB
ajceb-4653	128	68	(	(	PUNCT
ajceb-4653	128	69	t2	t2	NOUN
ajceb-4653	128	70	)	)	PUNCT
ajceb-4653	128	71	;	;	PUNCT
ajceb-4653	128	72	(	(	PUNCT
ajceb-4653	128	73	iii	iii	X
ajceb-4653	128	74	)	)	PUNCT
ajceb-4653	128	75	information	information	NOUN
ajceb-4653	128	76	feedback	feedback	NOUN
ajceb-4653	128	77	group	group	NOUN
ajceb-4653	128	78	(	(	PUNCT
ajceb-4653	128	79	g	g	NOUN
ajceb-4653	128	80	)	)	PUNCT
ajceb-4653	128	81	;	;	PUNCT
ajceb-4653	128	82	and	and	CCONJ
ajceb-4653	128	83	(	(	PUNCT
ajceb-4653	128	84	iv	iv	X
ajceb-4653	128	85	)	)	PUNCT
ajceb-4653	128	86	bidding	bid	VERB
ajceb-4653	128	87	success	success	NOUN
ajceb-4653	128	88	rate	rate	NOUN
ajceb-4653	128	89	in	in	ADP
ajceb-4653	128	90	preceding	precede	VERB
ajceb-4653	128	91	round	round	ADJ
ajceb-4653	128	92	(	(	PUNCT
ajceb-4653	128	93	s	s	NOUN
ajceb-4653	128	94	)	)	PUNCT
ajceb-4653	128	95	as	as	SCONJ
ajceb-4653	128	96	given	give	VERB
ajceb-4653	128	97	below	below	ADV
ajceb-4653	128	98	:	:	PUNCT
ajceb-4653	128	99	ijiijijiijiiij	ijiijijiijiiij	PROPN
ajceb-4653	128	100	sbgtbtbbmup	sbgtbtbbmup	PROPN
ajceb-4653	128	101	)	)	PUNCT
ajceb-4653	128	102	(	(	PUNCT
ajceb-4653	128	103	)	)	PUNCT
ajceb-4653	128	104	(	(	PUNCT
ajceb-4653	128	105	)	)	PUNCT
ajceb-4653	128	106	(	(	PUNCT
ajceb-4653	128	107	)	)	PUNCT
ajceb-4653	128	108	(	(	PUNCT
ajceb-4653	128	109	)	)	PUNCT
ajceb-4653	128	110	(	(	PUNCT
ajceb-4653	128	111	553	553	NUM
ajceb-4653	128	112	2	2	NUM
ajceb-4653	128	113	221100	221100	NUM
ajceb-4653	129	1	+	+	ADJ
ajceb-4653	129	2	+	+	ADJ
ajceb-4653	129	3	+	+	ADJ
ajceb-4653	129	4	+	+	ADJ
ajceb-4653	129	5	+	+	ADJ
ajceb-4653	129	6	+	+	ADJ
ajceb-4653	129	7	+	+	ADJ
ajceb-4653	129	8	+	+	ADJ
ajceb-4653	129	9	=	=	ADJ
ajceb-4653	129	10	bbbbb	bbbbb	PROPN
ajceb-4653	129	11	(	(	PUNCT
ajceb-4653	129	12	eq	eq	NOUN
ajceb-4653	129	13	.	.	NOUN
ajceb-4653	129	14	3	3	X
ajceb-4653	129	15	)	)	PUNCT
ajceb-4653	129	16	comparing	compare	VERB
ajceb-4653	129	17	eq	eq	ADP
ajceb-4653	129	18	.	.	PROPN
ajceb-4653	129	19	2	2	NUM
ajceb-4653	129	20	and	and	CCONJ
ajceb-4653	129	21	3	3	NUM
ajceb-4653	129	22	,	,	PUNCT
ajceb-4653	129	23	it	it	PRON
ajceb-4653	129	24	can	can	AUX
ajceb-4653	129	25	be	be	AUX
ajceb-4653	129	26	seen	see	VERB
ajceb-4653	129	27	that	that	SCONJ
ajceb-4653	129	28	current	current	ADJ
ajceb-4653	129	29	workload	workload	NOUN
ajceb-4653	129	30	(	(	PUNCT
ajceb-4653	129	31	w	w	NOUN
ajceb-4653	129	32	)	)	PUNCT
ajceb-4653	129	33	was	be	AUX
ajceb-4653	129	34	not	not	PART
ajceb-4653	129	35	found	find	VERB
ajceb-4653	129	36	to	to	PART
ajceb-4653	129	37	be	be	AUX
ajceb-4653	129	38	significant	significant	ADJ
ajceb-4653	129	39	)	)	PUNCT
ajceb-4653	129	40	(	(	PUNCT
ajceb-4653	129	41	ib44	ib44	PROPN
ajceb-4653	129	42	+	+	PROPN
ajceb-4653	129	43	b	b	PROPN
ajceb-4653	129	44	,	,	PUNCT
ajceb-4653	129	45	and	and	CCONJ
ajceb-4653	129	46	similarly	similarly	ADV
ajceb-4653	129	47	for	for	ADP
ajceb-4653	129	48	the	the	DET
ajceb-4653	129	49	random	random	ADJ
ajceb-4653	129	50	effect	effect	NOUN
ajceb-4653	129	51	of	of	ADP
ajceb-4653	129	52	information	information	NOUN
ajceb-4653	129	53	feedback	feedback	NOUN
ajceb-4653	129	54	group	group	NOUN
ajceb-4653	129	55	(	(	PUNCT
ajceb-4653	129	56	b3i	b3i	NUM
ajceb-4653	129	57	)	)	PUNCT
ajceb-4653	129	58	.	.	PUNCT
ajceb-4653	130	1	the	the	DET
ajceb-4653	130	2	latter	latter	ADJ
ajceb-4653	130	3	indicates	indicate	VERB
ajceb-4653	130	4	that	that	SCONJ
ajceb-4653	130	5	the	the	DET
ajceb-4653	130	6	variability	variability	NOUN
ajceb-4653	130	7	between	between	ADP
ajceb-4653	130	8	subjects	subject	NOUN
ajceb-4653	130	9	is	be	AUX
ajceb-4653	130	10	not	not	PART
ajceb-4653	130	11	significantly	significantly	ADV
ajceb-4653	130	12	affected	affect	VERB
ajceb-4653	130	13	by	by	ADP
ajceb-4653	130	14	their	their	PRON
ajceb-4653	130	15	information	information	NOUN
ajceb-4653	130	16	feedback	feedback	NOUN
ajceb-4653	130	17	groupings	grouping	NOUN
ajceb-4653	130	18	.	.	PUNCT
ajceb-4653	131	1	table	table	NOUN
ajceb-4653	131	2	1	1	NUM
ajceb-4653	131	3	contains	contain	VERB
ajceb-4653	131	4	the	the	DET
ajceb-4653	131	5	parameter	parameter	NOUN
ajceb-4653	131	6	estimates	estimate	NOUN
ajceb-4653	131	7	for	for	ADP
ajceb-4653	131	8	the	the	DET
ajceb-4653	131	9	model	model	NOUN
ajceb-4653	131	10	fixed	fix	VERB
ajceb-4653	131	11	effects	effect	NOUN
ajceb-4653	131	12	and	and	CCONJ
ajceb-4653	131	13	the	the	DET
ajceb-4653	131	14	corresponding	correspond	VERB
ajceb-4653	131	15	95	95	NUM
ajceb-4653	131	16	%	%	NOUN
ajceb-4653	131	17	confidence	confidence	NOUN
ajceb-4653	131	18	intervals	interval	NOUN
ajceb-4653	131	19	.	.	PUNCT
ajceb-4653	132	1	although	although	SCONJ
ajceb-4653	132	2	the	the	DET
ajceb-4653	132	3	information	information	NOUN
ajceb-4653	132	4	feedback	feedback	NOUN
ajceb-4653	132	5	group	group	NOUN
ajceb-4653	132	6	(	(	PUNCT
ajceb-4653	132	7	g	g	NOUN
ajceb-4653	132	8	)	)	PUNCT
ajceb-4653	132	9	is	be	AUX
ajceb-4653	132	10	not	not	PART
ajceb-4653	132	11	significantly	significantly	ADV
ajceb-4653	132	12	different	different	ADJ
ajceb-4653	132	13	from	from	ADP
ajceb-4653	132	14	zero	zero	NUM
ajceb-4653	132	15	at	at	ADP
ajceb-4653	132	16	p	p	X
ajceb-4653	132	17	<	<	X
ajceb-4653	132	18	0.05	0.05	NUM
ajceb-4653	132	19	(	(	PUNCT
ajceb-4653	132	20	p	p	NOUN
ajceb-4653	132	21	=	=	NOUN
ajceb-4653	132	22	0.06	0.06	NUM
ajceb-4653	132	23	)	)	PUNCT
ajceb-4653	132	24	,	,	PUNCT
ajceb-4653	132	25	the	the	DET
ajceb-4653	132	26	corresponding	corresponding	ADJ
ajceb-4653	132	27	effect	effect	NOUN
ajceb-4653	132	28	has	have	AUX
ajceb-4653	132	29	not	not	PART
ajceb-4653	132	30	been	be	AUX
ajceb-4653	132	31	removed	remove	VERB
ajceb-4653	132	32	from	from	ADP
ajceb-4653	132	33	the	the	DET
ajceb-4653	132	34	best	well	ADV
ajceb-4653	132	35	-	-	PUNCT
ajceb-4653	132	36	fit	fit	ADJ
ajceb-4653	132	37	lmm	lmm	PROPN
ajceb-4653	132	38	for	for	ADP
ajceb-4653	132	39	two	two	NUM
ajceb-4653	132	40	reasons	reason	NOUN
ajceb-4653	132	41	.	.	PUNCT
ajceb-4653	133	1	first	first	ADV
ajceb-4653	133	2	,	,	PUNCT
ajceb-4653	133	3	the	the	DET
ajceb-4653	133	4	null	null	ADJ
ajceb-4653	133	5	hypothesis	hypothesis	NOUN
ajceb-4653	133	6	that	that	SCONJ
ajceb-4653	133	7	a	a	DET
ajceb-4653	133	8	simpler	simple	ADJ
ajceb-4653	133	9	model	model	NOUN
ajceb-4653	133	10	without	without	ADP
ajceb-4653	133	11	information	information	NOUN
ajceb-4653	133	12	feedback	feedback	NOUN
ajceb-4653	133	13	group	group	NOUN
ajceb-4653	133	14	(	(	PUNCT
ajceb-4653	133	15	g	g	NOUN
ajceb-4653	133	16	)	)	PUNCT
ajceb-4653	133	17	parameter	parameter	NOUN
ajceb-4653	133	18	is	be	AUX
ajceb-4653	133	19	acceptable	acceptable	ADJ
ajceb-4653	133	20	at	at	ADP
ajceb-4653	133	21	p	p	X
ajceb-4653	133	22	<	<	X
ajceb-4653	133	23	0.05	0.05	NUM
ajceb-4653	133	24	is	be	AUX
ajceb-4653	133	25	rejected	reject	VERB
ajceb-4653	133	26	based	base	VERB
ajceb-4653	133	27	on	on	ADP
ajceb-4653	133	28	a	a	DET
ajceb-4653	133	29	likelihood	likelihood	NOUN
ajceb-4653	133	30	ratio	ratio	NOUN
ajceb-4653	133	31	-	-	PUNCT
ajceb-4653	133	32	test	test	NOUN
ajceb-4653	133	33	,	,	PUNCT
ajceb-4653	133	34	indicating	indicate	VERB
ajceb-4653	133	35	the	the	DET
ajceb-4653	133	36	best	well	ADV
ajceb-4653	133	37	-	-	PUNCT
ajceb-4653	133	38	fit	fit	ADJ
ajceb-4653	133	39	model	model	NOUN
ajceb-4653	133	40	provides	provide	VERB
ajceb-4653	133	41	an	an	DET
ajceb-4653	133	42	adequate	adequate	ADJ
ajceb-4653	133	43	description	description	NOUN
ajceb-4653	133	44	of	of	ADP
ajceb-4653	133	45	the	the	DET
ajceb-4653	133	46	dataset	dataset	NOUN
ajceb-4653	133	47	.	.	PUNCT
ajceb-4653	134	1	second	second	ADJ
ajceb-4653	134	2	,	,	PUNCT
ajceb-4653	134	3	a	a	DET
ajceb-4653	134	4	point	point	NOUN
ajceb-4653	134	5	estimate	estimate	NOUN
ajceb-4653	134	6	for	for	ADP
ajceb-4653	134	7	the	the	DET
ajceb-4653	134	8	average	average	ADJ
ajceb-4653	134	9	mup	mup	NOUN
ajceb-4653	134	10	level	level	NOUN
ajceb-4653	134	11	in	in	ADP
ajceb-4653	134	12	the	the	DET
ajceb-4653	134	13	two	two	NUM
ajceb-4653	134	14	information	information	NOUN
ajceb-4653	134	15	feedback	feedback	NOUN
ajceb-4653	134	16	groups	group	NOUN
ajceb-4653	134	17	may	may	AUX
ajceb-4653	134	18	be	be	AUX
ajceb-4653	134	19	of	of	ADP
ajceb-4653	134	20	interest	interest	NOUN
ajceb-4653	134	21	to	to	PART
ajceb-4653	134	22	reader	reader	VERB
ajceb-4653	134	23	.	.	PUNCT
ajceb-4653	135	1	all	all	DET
ajceb-4653	135	2	the	the	DET
ajceb-4653	135	3	other	other	ADJ
ajceb-4653	135	4	fixed	fix	VERB
ajceb-4653	135	5	effects	effect	NOUN
ajceb-4653	135	6	are	be	AUX
ajceb-4653	135	7	significant	significant	ADJ
ajceb-4653	135	8	at	at	ADP
ajceb-4653	135	9	p	p	X
ajceb-4653	135	10	<	<	X
ajceb-4653	135	11	0.05	0.05	NUM
ajceb-4653	135	12	.	.	PUNCT
ajceb-4653	135	13	table	table	NOUN
ajceb-4653	135	14	1	1	NUM
ajceb-4653	135	15	:	:	PUNCT
ajceb-4653	135	16	parameter	parameter	NOUN
ajceb-4653	135	17	estimates	estimate	NOUN
ajceb-4653	135	18	for	for	ADP
ajceb-4653	135	19	the	the	DET
ajceb-4653	135	20	fixed	fix	VERB
ajceb-4653	135	21	effects	effect	NOUN
ajceb-4653	135	22	of	of	ADP
ajceb-4653	135	23	the	the	DET
ajceb-4653	135	24	best	well	ADV
ajceb-4653	135	25	-	-	PUNCT
ajceb-4653	135	26	fit	fit	NOUN
ajceb-4653	135	27	lmm	lmm	PROPN
ajceb-4653	135	28	parameter	parameter	NOUN
ajceb-4653	135	29	estimate	estimate	NOUN
ajceb-4653	135	30	std	std	PROPN
ajceb-4653	135	31	.	.	NOUN
ajceb-4653	135	32	error	error	NOUN
ajceb-4653	135	33	t	t	PROPN
ajceb-4653	135	34	sig	sig	NOUN
ajceb-4653	135	35	.	.	PUNCT
ajceb-4653	136	1	95	95	NUM
ajceb-4653	136	2	%	%	NOUN
ajceb-4653	136	3	confidence	confidence	NOUN
ajceb-4653	136	4	interval	interval	NOUN
ajceb-4653	136	5	lower	lower	ADV
ajceb-4653	136	6	bound	bind	VERB
ajceb-4653	136	7	upper	upper	ADJ
ajceb-4653	136	8	bound	bind	VERB
ajceb-4653	136	9	intercept	intercept	PROPN
ajceb-4653	136	10	,	,	PUNCT
ajceb-4653	136	11	0b	0b	NOUN
ajceb-4653	136	12	9.095	9.095	NUM
ajceb-4653	136	13	1.290	1.290	NUM
ajceb-4653	136	14	7.051	7.051	NUM
ajceb-4653	136	15	0.000	0.000	NUM
ajceb-4653	136	16	6.428	6.428	NUM
ajceb-4653	136	17	11.761	11.761	NUM
ajceb-4653	136	18	time	time	NOUN
ajceb-4653	136	19	,	,	PUNCT
ajceb-4653	136	20	1b	1b	NUM
ajceb-4653	136	21	-1.370	-1.370	NUM
ajceb-4653	136	22	0.464	0.464	NUM
ajceb-4653	136	23	-2.952	-2.952	NOUN
ajceb-4653	136	24	0.007	0.007	NUM
ajceb-4653	136	25	-2.333	-2.333	NOUN
ajceb-4653	136	26	-0.408	-0.408	PUNCT
ajceb-4653	136	27	time	time	NOUN
ajceb-4653	136	28	x	x	SYM
ajceb-4653	136	29	time	time	NOUN
ajceb-4653	136	30	,	,	PUNCT
ajceb-4653	136	31	2b	2b	VERB
ajceb-4653	136	32	0.102	0.102	NUM
ajceb-4653	136	33	0.037	0.037	NUM
ajceb-4653	136	34	2.757	2.757	NUM
ajceb-4653	136	35	0.011	0.011	NUM
ajceb-4653	136	36	0.025	0.025	NUM
ajceb-4653	136	37	0.178	0.178	NUM
ajceb-4653	136	38	group	group	NOUN
ajceb-4653	136	39	,	,	PUNCT
ajceb-4653	136	40	3b	3b	NUM
ajceb-4653	136	41	-0.788	-0.788	NOUN
ajceb-4653	137	1	0.419	0.419	NUM
ajceb-4653	137	2	-1.882	-1.882	NUM
ajceb-4653	137	3	0.060	0.060	NUM
ajceb-4653	137	4	-1.663	-1.663	SYM
ajceb-4653	137	5	0.087	0.087	NUM
ajceb-4653	137	6	success	success	NOUN
ajceb-4653	137	7	,	,	PUNCT
ajceb-4653	137	8	5b	5b	VERB
ajceb-4653	137	9	1.347	1.347	NUM
ajceb-4653	137	10	0.501	0.501	NUM
ajceb-4653	137	11	2.691	2.691	NUM
ajceb-4653	137	12	0.014	0.014	NUM
ajceb-4653	137	13	0.303	0.303	NUM
ajceb-4653	137	14	2.391	2.391	NUM
ajceb-4653	137	15	table	table	NOUN
ajceb-4653	137	16	2	2	NUM
ajceb-4653	137	17	contains	contain	VERB
ajceb-4653	137	18	the	the	DET
ajceb-4653	137	19	random	random	ADJ
ajceb-4653	137	20	effects	effect	NOUN
ajceb-4653	137	21	estimation	estimation	NOUN
ajceb-4653	137	22	(	(	PUNCT
ajceb-4653	137	23	or	or	CCONJ
ajceb-4653	137	24	known	know	VERB
ajceb-4653	137	25	as	as	ADP
ajceb-4653	137	26	empirical	empirical	ADJ
ajceb-4653	137	27	‘	'	PUNCT
ajceb-4653	137	28	best	good	ADJ
ajceb-4653	137	29	linear	linear	ADJ
ajceb-4653	137	30	unbiased	unbiased	ADJ
ajceb-4653	137	31	predictor	predictor	NOUN
ajceb-4653	137	32	’	'	PUNCT
ajceb-4653	137	33	(	(	PUNCT
ajceb-4653	137	34	blup	blup	PROPN
ajceb-4653	137	35	)	)	PUNCT
ajceb-4653	137	36	)	)	PUNCT
ajceb-4653	137	37	for	for	ADP
ajceb-4653	137	38	individual	individual	ADJ
ajceb-4653	137	39	bidders	bidder	NOUN
ajceb-4653	137	40	.	.	PUNCT
ajceb-4653	138	1	all	all	DET
ajceb-4653	138	2	the	the	DET
ajceb-4653	138	3	subjects	subject	NOUN
ajceb-4653	138	4	were	be	AUX
ajceb-4653	138	5	assigned	assign	VERB
ajceb-4653	138	6	each	each	DET
ajceb-4653	138	7	a	a	DET
ajceb-4653	138	8	code	code	NOUN
ajceb-4653	138	9	to	to	PART
ajceb-4653	138	10	preserve	preserve	VERB
ajceb-4653	138	11	anonymity	anonymity	NOUN
ajceb-4653	138	12	.	.	PUNCT
ajceb-4653	139	1	for	for	ADP
ajceb-4653	139	2	subjects	subject	NOUN
ajceb-4653	139	3	in	in	ADP
ajceb-4653	139	4	the	the	DET
ajceb-4653	139	5	partial	partial	ADJ
ajceb-4653	139	6	information	information	NOUN
ajceb-4653	139	7	feedback	feedback	NOUN
ajceb-4653	139	8	group	group	NOUN
ajceb-4653	139	9	,	,	PUNCT
ajceb-4653	139	10	the	the	DET
ajceb-4653	139	11	coding	coding	NOUN
ajceb-4653	139	12	starts	start	VERB
ajceb-4653	139	13	with	with	ADP
ajceb-4653	139	14	letter	letter	NOUN
ajceb-4653	139	15	p	p	PROPN
ajceb-4653	139	16	and	and	CCONJ
ajceb-4653	139	17	followed	follow	VERB
ajceb-4653	139	18	by	by	ADP
ajceb-4653	139	19	the	the	DET
ajceb-4653	139	20	numbering	numbering	NOUN
ajceb-4653	139	21	from	from	ADP
ajceb-4653	139	22	one	one	NUM
ajceb-4653	139	23	to	to	PART
ajceb-4653	139	24	twelve	twelve	NUM
ajceb-4653	139	25	.	.	PUNCT
ajceb-4653	140	1	on	on	ADP
ajceb-4653	140	2	the	the	DET
ajceb-4653	140	3	other	other	ADJ
ajceb-4653	140	4	hand	hand	NOUN
ajceb-4653	140	5	,	,	PUNCT
ajceb-4653	140	6	letter	letter	NOUN
ajceb-4653	140	7	f	f	PROPN
ajceb-4653	140	8	is	be	AUX
ajceb-4653	140	9	used	use	VERB
ajceb-4653	140	10	for	for	ADP
ajceb-4653	140	11	subjects	subject	NOUN
ajceb-4653	140	12	in	in	ADP
ajceb-4653	140	13	the	the	DET
ajceb-4653	140	14	full	full	ADJ
ajceb-4653	140	15	information	information	NOUN
ajceb-4653	140	16	feedback	feedback	NOUN
ajceb-4653	140	17	group	group	NOUN
ajceb-4653	140	18	,	,	PUNCT
ajceb-4653	140	19	i.e.	i.e.	X
ajceb-4653	140	20	f1	f1	NOUN
ajceb-4653	140	21	to	to	ADP
ajceb-4653	140	22	f12	f12	NOUN
ajceb-4653	140	23	corresponding	correspond	VERB
ajceb-4653	140	24	to	to	ADP
ajceb-4653	140	25	the	the	DET
ajceb-4653	140	26	twelve	twelve	NUM
ajceb-4653	140	27	subjects	subject	NOUN
ajceb-4653	140	28	.	.	PUNCT
ajceb-4653	141	1	it	it	PRON
ajceb-4653	141	2	can	can	AUX
ajceb-4653	141	3	be	be	AUX
ajceb-4653	141	4	seen	see	VERB
ajceb-4653	141	5	that	that	SCONJ
ajceb-4653	141	6	the	the	DET
ajceb-4653	141	7	empirical	empirical	ADJ
ajceb-4653	141	8	blups	blup	NOUN
ajceb-4653	141	9	are	be	AUX
ajceb-4653	141	10	of	of	ADP
ajceb-4653	141	11	both	both	CCONJ
ajceb-4653	141	12	positive	positive	ADJ
ajceb-4653	141	13	and	and	CCONJ
ajceb-4653	141	14	negative	negative	ADJ
ajceb-4653	141	15	signs	sign	NOUN
ajceb-4653	141	16	,	,	PUNCT
ajceb-4653	141	17	indicating	indicate	VERB
ajceb-4653	141	18	that	that	SCONJ
ajceb-4653	141	19	the	the	DET
ajceb-4653	141	20	individual	individual	ADJ
ajceb-4653	141	21	bidders	bidder	NOUN
ajceb-4653	141	22	’	’	PART
ajceb-4653	141	23	responses	response	NOUN
ajceb-4653	141	24	to	to	ADP
ajceb-4653	141	25	the	the	DET
ajceb-4653	141	26	predictor	predictor	NOUN
ajceb-4653	141	27	variables	variable	NOUN
ajceb-4653	141	28	are	be	AUX
ajceb-4653	141	29	either	either	CCONJ
ajceb-4653	141	30	above	above	ADP
ajceb-4653	141	31	or	or	CCONJ
ajceb-4653	141	32	below	below	ADP
ajceb-4653	141	33	the	the	DET
ajceb-4653	141	34	population	population	NOUN
ajceb-4653	141	35	mean	mean	VERB
ajceb-4653	141	36	.	.	PUNCT
ajceb-4653	142	1	for	for	ADP
ajceb-4653	142	2	example	example	NOUN
ajceb-4653	142	3	,	,	PUNCT
ajceb-4653	142	4	the	the	DET
ajceb-4653	142	5	intercept	intercept	NOUN
ajceb-4653	142	6	for	for	ADP
ajceb-4653	142	7	subject	subject	ADJ
ajceb-4653	142	8	f1	f1	NOUN
ajceb-4653	142	9	of	of	ADP
ajceb-4653	142	10	negative	negative	ADJ
ajceb-4653	142	11	sign	sign	NOUN
ajceb-4653	142	12	(	(	PUNCT
ajceb-4653	142	13	b01	b01	X
ajceb-4653	142	14	=	=	SYM
ajceb-4653	142	15	5.951	5.951	NUM
ajceb-4653	142	16	)	)	PUNCT
ajceb-4653	142	17	indicates	indicate	VERB
ajceb-4653	142	18	that	that	SCONJ
ajceb-4653	142	19	the	the	DET
ajceb-4653	142	20	‘	'	PUNCT
ajceb-4653	142	21	true	true	ADJ
ajceb-4653	142	22	’	'	PUNCT
ajceb-4653	142	23	mup	mup	NOUN
ajceb-4653	142	24	of	of	ADP
ajceb-4653	142	25	this	this	DET
ajceb-4653	142	26	subject	subject	NOUN
ajceb-4653	142	27	is	be	AUX
ajceb-4653	142	28	below	below	ADP
ajceb-4653	142	29	of	of	ADP
ajceb-4653	142	30	the	the	DET
ajceb-4653	142	31	population	population	NOUN
ajceb-4653	142	32	mean	mean	NOUN
ajceb-4653	142	33	based	base	VERB
ajceb-4653	142	34	on	on	ADP
ajceb-4653	142	35	the	the	DET
ajceb-4653	142	36	model	model	NOUN
ajceb-4653	142	37	parameter	parameter	NOUN
ajceb-4653	142	38	(	(	PUNCT
ajceb-4653	142	39	β0+b0i	β0+b0i	NUM
ajceb-4653	142	40	)	)	PUNCT
ajceb-4653	142	41	in	in	ADP
ajceb-4653	142	42	eq	eq	ADP
ajceb-4653	142	43	.	.	PROPN
ajceb-4653	143	1	3	3	X
ajceb-4653	143	2	.	.	X
ajceb-4653	144	1	the	the	DET
ajceb-4653	144	2	term	term	NOUN
ajceb-4653	144	3	‘	'	PUNCT
ajceb-4653	144	4	true	true	ADJ
ajceb-4653	144	5	’	'	PUNCT
ajceb-4653	144	6	mup	mup	NOUN
ajceb-4653	144	7	is	be	AUX
ajceb-4653	144	8	used	use	VERB
ajceb-4653	144	9	to	to	PART
ajceb-4653	144	10	remind	remind	VERB
ajceb-4653	144	11	reader	reader	NOUN
ajceb-4653	144	12	that	that	SCONJ
ajceb-4653	144	13	this	this	DET
ajceb-4653	144	14	b0i	b0i	NOUN
ajceb-4653	144	15	is	be	AUX
ajceb-4653	144	16	a	a	DET
ajceb-4653	144	17	parameter	parameter	NOUN
ajceb-4653	144	18	in	in	ADP
ajceb-4653	144	19	the	the	DET
ajceb-4653	144	20	lmm	lmm	PROPN
ajceb-4653	144	21	since	since	SCONJ
ajceb-4653	144	22	the	the	DET
ajceb-4653	144	23	actual	actual	ADJ
ajceb-4653	144	24	mup	mup	NOUN
ajceb-4653	144	25	when	when	SCONJ
ajceb-4653	144	26	other	other	ADJ
ajceb-4653	144	27	parameters	parameter	NOUN
ajceb-4653	144	28	in	in	ADP
ajceb-4653	144	29	the	the	DET
ajceb-4653	144	30	model	model	NOUN
ajceb-4653	144	31	are	be	AUX
ajceb-4653	144	32	zero	zero	NUM
ajceb-4653	144	33	is	be	AUX
ajceb-4653	144	34	not	not	PART
ajceb-4653	144	35	observed	observe	VERB
ajceb-4653	144	36	and	and	CCONJ
ajceb-4653	144	37	not	not	PART
ajceb-4653	144	38	estimable	estimable	ADJ
ajceb-4653	144	39	.	.	PUNCT
ajceb-4653	145	1	similarly	similarly	ADV
ajceb-4653	145	2	,	,	PUNCT
ajceb-4653	145	3	subject	subject	ADJ
ajceb-4653	145	4	f1	f1	NOUN
ajceb-4653	145	5	’s	’s	PART
ajceb-4653	145	6	responses	response	NOUN
ajceb-4653	145	7	(	(	PUNCT
ajceb-4653	145	8	slopes	slope	NOUN
ajceb-4653	145	9	)	)	PUNCT
ajceb-4653	145	10	to	to	ADP
ajceb-4653	145	11	the	the	DET
ajceb-4653	145	12	time	time	NOUN
ajceb-4653	145	13	(	(	PUNCT
ajceb-4653	145	14	b11	b11	NOUN
ajceb-4653	145	15	=	=	NOUN
ajceb-4653	145	16	2.728	2.728	NUM
ajceb-4653	145	17	)	)	PUNCT
ajceb-4653	145	18	and	and	CCONJ
ajceb-4653	145	19	time	time	NOUN
ajceb-4653	145	20	squared	square	VERB
ajceb-4653	145	21	(	(	PUNCT
ajceb-4653	145	22	b21	b21	NOUN
ajceb-4653	145	23	=	=	PUNCT
ajceb-4653	145	24	-0.211	-0.211	X
ajceb-4653	145	25	)	)	PUNCT
ajceb-4653	145	26	are	be	AUX
ajceb-4653	145	27	of	of	ADP
ajceb-4653	145	28	opposite	opposite	ADJ
ajceb-4653	145	29	signs	sign	NOUN
ajceb-4653	145	30	,	,	PUNCT
ajceb-4653	145	31	which	which	PRON
ajceb-4653	145	32	indicate	indicate	VERB
ajceb-4653	145	33	the	the	DET
ajceb-4653	145	34	corresponding	corresponding	ADJ
ajceb-4653	145	35	effects	effect	NOUN
ajceb-4653	145	36	are	be	AUX
ajceb-4653	145	37	either	either	CCONJ
ajceb-4653	145	38	above	above	ADP
ajceb-4653	145	39	or	or	CCONJ
ajceb-4653	145	40	below	below	ADP
ajceb-4653	145	41	the	the	DET
ajceb-4653	145	42	population	population	NOUN
ajceb-4653	145	43	mean	mean	VERB
ajceb-4653	145	44	(	(	PUNCT
ajceb-4653	145	45	see	see	VERB
ajceb-4653	145	46	illustrative	illustrative	ADJ
ajceb-4653	145	47	plot	plot	NOUN
ajceb-4653	145	48	of	of	ADP
ajceb-4653	145	49	subject	subject	ADJ
ajceb-4653	145	50	-	-	PUNCT
ajceb-4653	145	51	specific	specific	ADJ
ajceb-4653	145	52	predicted	predict	VERB
ajceb-4653	145	53	mup	mup	NOUN
ajceb-4653	145	54	profile	profile	NOUN
ajceb-4653	145	55	of	of	ADP
ajceb-4653	145	56	subject	subject	ADJ
ajceb-4653	145	57	f1	f1	NOUN
ajceb-4653	145	58	in	in	ADP
ajceb-4653	145	59	figure	figure	NOUN
ajceb-4653	145	60	2	2	NUM
ajceb-4653	145	61	)	)	PUNCT
ajceb-4653	145	62	.	.	PUNCT
ajceb-4653	146	1	we	we	PRON
ajceb-4653	146	2	first	first	ADV
ajceb-4653	146	3	examine	examine	VERB
ajceb-4653	146	4	the	the	DET
ajceb-4653	146	5	fixed	fix	VERB
ajceb-4653	146	6	effects	effect	NOUN
ajceb-4653	146	7	estimates	estimate	NOUN
ajceb-4653	146	8	,	,	PUNCT
ajceb-4653	146	9	the	the	DET
ajceb-4653	146	10	model	model	NOUN
ajceb-4653	146	11	for	for	ADP
ajceb-4653	146	12	the	the	DET
ajceb-4653	146	13	population	population	NOUN
ajceb-4653	146	14	mean	mean	VERB
ajceb-4653	146	15	,	,	PUNCT
ajceb-4653	146	16	averaged	average	VERB
ajceb-4653	146	17	over	over	ADP
ajceb-4653	146	18	the	the	DET
ajceb-4653	146	19	distribution	distribution	NOUN
ajceb-4653	146	20	of	of	ADP
ajceb-4653	146	21	the	the	DET
ajceb-4653	146	22	subject	subject	ADJ
ajceb-4653	146	23	-	-	PUNCT
ajceb-4653	146	24	specific	specific	ADJ
ajceb-4653	146	25	random	random	ADJ
ajceb-4653	146	26	effects	effect	NOUN
ajceb-4653	146	27	,	,	PUNCT
ajceb-4653	146	28	is	be	AUX
ajceb-4653	146	29	given	give	VERB
ajceb-4653	146	30	by	by	ADP
ajceb-4653	146	31	:	:	PUNCT
ajceb-4653	146	32	construction	construction	NOUN
ajceb-4653	146	33	economics	economic	NOUN
ajceb-4653	146	34	and	and	CCONJ
ajceb-4653	146	35	building	building	NOUN
ajceb-4653	146	36	,	,	PUNCT
ajceb-4653	146	37	15(4	15(4	NUM
ajceb-4653	146	38	)	)	PUNCT
ajceb-4653	146	39	,	,	PUNCT
ajceb-4653	146	40	16	16	NUM
ajceb-4653	146	41	-	-	SYM
ajceb-4653	146	42	29	29	NUM
ajceb-4653	146	43	oo	oo	NOUN
ajceb-4653	146	44	,	,	PUNCT
ajceb-4653	146	45	ling	ling	PROPN
ajceb-4653	146	46	and	and	CCONJ
ajceb-4653	146	47	soo	soo	PROPN
ajceb-4653	146	48	23	23	NUM
ajceb-4653	146	49	ijijijijij	ijijijijij	ADJ
ajceb-4653	146	50	sgttmupe	sgttmupe	NOUN
ajceb-4653	146	51	53	53	NUM
ajceb-4653	146	52	2	2	NUM
ajceb-4653	146	53	210	210	NUM
ajceb-4653	146	54	bbbbb	bbbbb	NOUN
ajceb-4653	146	55	+	+	PROPN
ajceb-4653	146	56	+	+	PROPN
ajceb-4653	146	57	+	+	ADJ
ajceb-4653	146	58	+	+	ADJ
ajceb-4653	146	59	=)	=)	ADJ
ajceb-4653	146	60	(	(	PUNCT
ajceb-4653	146	61	(	(	PUNCT
ajceb-4653	146	62	eq	eq	NOUN
ajceb-4653	146	63	.	.	NOUN
ajceb-4653	146	64	4	4	X
ajceb-4653	146	65	)	)	PUNCT
ajceb-4653	146	66	it	it	PRON
ajceb-4653	146	67	appears	appear	VERB
ajceb-4653	146	68	that	that	SCONJ
ajceb-4653	146	69	all	all	DET
ajceb-4653	146	70	the	the	DET
ajceb-4653	146	71	predictor	predictor	NOUN
ajceb-4653	146	72	variables	variable	NOUN
ajceb-4653	146	73	have	have	VERB
ajceb-4653	146	74	the	the	DET
ajceb-4653	146	75	expected	expect	VERB
ajceb-4653	146	76	signs	sign	NOUN
ajceb-4653	146	77	.	.	PUNCT
ajceb-4653	147	1	the	the	DET
ajceb-4653	147	2	population	population	NOUN
ajceb-4653	147	3	mean	mean	VERB
ajceb-4653	147	4	mup	mup	NOUN
ajceb-4653	147	5	is	be	AUX
ajceb-4653	147	6	associated	associate	VERB
ajceb-4653	147	7	with	with	ADP
ajceb-4653	147	8	a	a	DET
ajceb-4653	147	9	decrease	decrease	NOUN
ajceb-4653	147	10	of	of	ADP
ajceb-4653	147	11	1.37	1.37	NUM
ajceb-4653	147	12	%	%	NOUN
ajceb-4653	147	13	over	over	ADP
ajceb-4653	147	14	each	each	DET
ajceb-4653	147	15	time	time	NOUN
ajceb-4653	147	16	point	point	NOUN
ajceb-4653	147	17	,	,	PUNCT
ajceb-4653	147	18	i.e.	i.e.	X
ajceb-4653	147	19	,	,	PUNCT
ajceb-4653	147	20	the	the	DET
ajceb-4653	147	21	bidders	bidder	NOUN
ajceb-4653	147	22	become	become	VERB
ajceb-4653	147	23	more	more	ADV
ajceb-4653	147	24	competitive	competitive	ADJ
ajceb-4653	147	25	in	in	ADP
ajceb-4653	147	26	recurrent	recurrent	ADJ
ajceb-4653	147	27	bidding	bidding	NOUN
ajceb-4653	147	28	through	through	ADP
ajceb-4653	147	29	learning	learning	NOUN
ajceb-4653	147	30	.	.	PUNCT
ajceb-4653	148	1	this	this	DET
ajceb-4653	148	2	mup	mup	NOUN
ajceb-4653	148	3	trend	trend	NOUN
ajceb-4653	148	4	is	be	AUX
ajceb-4653	148	5	,	,	PUNCT
ajceb-4653	148	6	however	however	ADV
ajceb-4653	148	7	,	,	PUNCT
ajceb-4653	148	8	offset	offset	VERB
ajceb-4653	148	9	by	by	ADP
ajceb-4653	148	10	a	a	DET
ajceb-4653	148	11	nonlinear	nonlinear	ADJ
ajceb-4653	148	12	change	change	NOUN
ajceb-4653	148	13	of	of	ADP
ajceb-4653	148	14	0.102	0.102	NUM
ajceb-4653	148	15	%	%	NOUN
ajceb-4653	148	16	over	over	ADP
ajceb-4653	148	17	each	each	DET
ajceb-4653	148	18	time	time	NOUN
ajceb-4653	148	19	point	point	NOUN
ajceb-4653	148	20	.	.	PUNCT
ajceb-4653	149	1	it	it	PRON
ajceb-4653	149	2	provides	provide	VERB
ajceb-4653	149	3	evidence	evidence	NOUN
ajceb-4653	149	4	of	of	ADP
ajceb-4653	149	5	nonlinearity	nonlinearity	NOUN
ajceb-4653	149	6	and	and	CCONJ
ajceb-4653	149	7	curvature	curvature	NOUN
ajceb-4653	149	8	in	in	ADP
ajceb-4653	149	9	the	the	DET
ajceb-4653	149	10	bidders	bidder	NOUN
ajceb-4653	149	11	’	'	PUNCT
ajceb-4653	149	12	learning	learn	VERB
ajceb-4653	149	13	curves	curve	NOUN
ajceb-4653	149	14	.	.	PUNCT
ajceb-4653	150	1	figure	figure	NOUN
ajceb-4653	150	2	1	1	NUM
ajceb-4653	150	3	shows	show	VERB
ajceb-4653	150	4	the	the	DET
ajceb-4653	150	5	predicted	predict	VERB
ajceb-4653	150	6	mean	mean	ADJ
ajceb-4653	150	7	mup	mup	NOUN
ajceb-4653	150	8	profiles	profile	NOUN
ajceb-4653	150	9	over	over	ADP
ajceb-4653	150	10	ten	ten	NUM
ajceb-4653	150	11	time	time	NOUN
ajceb-4653	150	12	points	point	NOUN
ajceb-4653	150	13	using	use	VERB
ajceb-4653	150	14	eq	eq	NOUN
ajceb-4653	150	15	.	.	PROPN
ajceb-4653	150	16	4	4	NUM
ajceb-4653	150	17	according	accord	VERB
ajceb-4653	150	18	to	to	ADP
ajceb-4653	150	19	bidding	bid	VERB
ajceb-4653	150	20	success	success	NOUN
ajceb-4653	150	21	in	in	ADP
ajceb-4653	150	22	preceding	precede	VERB
ajceb-4653	150	23	round	round	NOUN
ajceb-4653	150	24	(	(	PUNCT
ajceb-4653	150	25	s	s	NOUN
ajceb-4653	150	26	=	=	NOUN
ajceb-4653	150	27	0	0	NUM
ajceb-4653	150	28	and	and	CCONJ
ajceb-4653	150	29	s	s	X
ajceb-4653	150	30	=	=	ADJ
ajceb-4653	150	31	1	1	NUM
ajceb-4653	150	32	)	)	PUNCT
ajceb-4653	150	33	.	.	PUNCT
ajceb-4653	151	1	it	it	PRON
ajceb-4653	151	2	can	can	AUX
ajceb-4653	151	3	be	be	AUX
ajceb-4653	151	4	clearly	clearly	ADV
ajceb-4653	151	5	seen	see	VERB
ajceb-4653	151	6	that	that	SCONJ
ajceb-4653	151	7	the	the	DET
ajceb-4653	151	8	mean	mean	ADJ
ajceb-4653	151	9	mup	mup	NOUN
ajceb-4653	151	10	profiles	profile	NOUN
ajceb-4653	151	11	for	for	ADP
ajceb-4653	151	12	subjects	subject	NOUN
ajceb-4653	151	13	in	in	ADP
ajceb-4653	151	14	both	both	DET
ajceb-4653	151	15	information	information	NOUN
ajceb-4653	151	16	feedback	feedback	NOUN
ajceb-4653	151	17	groups	group	NOUN
ajceb-4653	151	18	decrease	decrease	VERB
ajceb-4653	151	19	over	over	ADP
ajceb-4653	151	20	time	time	NOUN
ajceb-4653	151	21	before	before	ADP
ajceb-4653	151	22	an	an	DET
ajceb-4653	151	23	increasing	increase	VERB
ajceb-4653	151	24	trend	trend	NOUN
ajceb-4653	151	25	for	for	ADP
ajceb-4653	151	26	the	the	DET
ajceb-4653	151	27	last	last	ADJ
ajceb-4653	151	28	few	few	ADJ
ajceb-4653	151	29	bidding	bidding	NOUN
ajceb-4653	151	30	rounds	round	NOUN
ajceb-4653	151	31	.	.	PUNCT
ajceb-4653	152	1	time	time	NOUN
ajceb-4653	152	2	point	point	NOUN
ajceb-4653	152	3	seven	seven	NUM
ajceb-4653	152	4	(	(	PUNCT
ajceb-4653	152	5	t	t	NOUN
ajceb-4653	152	6	=	=	NOUN
ajceb-4653	152	7	7	7	NUM
ajceb-4653	152	8	)	)	PUNCT
ajceb-4653	152	9	is	be	AUX
ajceb-4653	152	10	the	the	DET
ajceb-4653	152	11	turning	turning	NOUN
ajceb-4653	152	12	point	point	NOUN
ajceb-4653	152	13	of	of	ADP
ajceb-4653	152	14	the	the	DET
ajceb-4653	152	15	mean	mean	ADJ
ajceb-4653	152	16	mup	mup	NOUN
ajceb-4653	152	17	profiles	profile	NOUN
ajceb-4653	152	18	for	for	ADP
ajceb-4653	152	19	subjects	subject	NOUN
ajceb-4653	152	20	in	in	ADP
ajceb-4653	152	21	both	both	DET
ajceb-4653	152	22	information	information	NOUN
ajceb-4653	152	23	feedback	feedback	NOUN
ajceb-4653	152	24	groups	group	NOUN
ajceb-4653	152	25	.	.	PUNCT
ajceb-4653	153	1	this	this	PRON
ajceb-4653	153	2	suggests	suggest	VERB
ajceb-4653	153	3	that	that	SCONJ
ajceb-4653	153	4	the	the	DET
ajceb-4653	153	5	subjects	subject	NOUN
ajceb-4653	153	6	have	have	AUX
ajceb-4653	153	7	submitted	submit	VERB
ajceb-4653	153	8	higher	high	ADJ
ajceb-4653	153	9	bids	bid	NOUN
ajceb-4653	153	10	that	that	PRON
ajceb-4653	153	11	might	might	AUX
ajceb-4653	153	12	provide	provide	VERB
ajceb-4653	153	13	better	well	ADJ
ajceb-4653	153	14	payoffs	payoff	NOUN
ajceb-4653	153	15	–	–	PUNCT
ajceb-4653	153	16	to	to	PART
ajceb-4653	153	17	maximize	maximize	VERB
ajceb-4653	153	18	profits	profit	NOUN
ajceb-4653	153	19	–	–	PUNCT
ajceb-4653	153	20	after	after	ADP
ajceb-4653	153	21	a	a	DET
ajceb-4653	153	22	start	start	VERB
ajceb-4653	153	23	-	-	PUNCT
ajceb-4653	153	24	up	up	ADP
ajceb-4653	153	25	learning	learning	NOUN
ajceb-4653	153	26	period	period	NOUN
ajceb-4653	153	27	.	.	PUNCT
ajceb-4653	154	1	another	another	DET
ajceb-4653	154	2	possible	possible	ADJ
ajceb-4653	154	3	explanation	explanation	NOUN
ajceb-4653	154	4	for	for	ADP
ajceb-4653	154	5	the	the	DET
ajceb-4653	154	6	increasing	increase	VERB
ajceb-4653	154	7	mup	mup	NOUN
ajceb-4653	154	8	trends	trend	NOUN
ajceb-4653	154	9	after	after	ADP
ajceb-4653	154	10	time	time	NOUN
ajceb-4653	154	11	point	point	NOUN
ajceb-4653	154	12	seven	seven	NUM
ajceb-4653	154	13	is	be	AUX
ajceb-4653	154	14	that	that	SCONJ
ajceb-4653	154	15	the	the	DET
ajceb-4653	154	16	subjects	subject	NOUN
ajceb-4653	154	17	would	would	AUX
ajceb-4653	154	18	have	have	VERB
ajceb-4653	154	19	high	high	ADJ
ajceb-4653	154	20	current	current	ADJ
ajceb-4653	154	21	workload	workload	NOUN
ajceb-4653	154	22	and	and	CCONJ
ajceb-4653	154	23	thus	thus	ADV
ajceb-4653	154	24	bid	bid	VERB
ajceb-4653	154	25	higher	high	ADJ
ajceb-4653	154	26	since	since	SCONJ
ajceb-4653	154	27	they	they	PRON
ajceb-4653	154	28	were	be	AUX
ajceb-4653	154	29	with	with	ADP
ajceb-4653	154	30	less	less	ADJ
ajceb-4653	154	31	spare	spare	ADJ
ajceb-4653	154	32	capacity	capacity	NOUN
ajceb-4653	154	33	.	.	PUNCT
ajceb-4653	155	1	the	the	DET
ajceb-4653	155	2	evidence	evidence	NOUN
ajceb-4653	155	3	,	,	PUNCT
ajceb-4653	155	4	however	however	ADV
ajceb-4653	155	5	,	,	PUNCT
ajceb-4653	155	6	suggests	suggest	VERB
ajceb-4653	155	7	that	that	SCONJ
ajceb-4653	155	8	changes	change	NOUN
ajceb-4653	155	9	in	in	ADP
ajceb-4653	155	10	situational	situational	ADJ
ajceb-4653	155	11	conditions	condition	NOUN
ajceb-4653	155	12	of	of	ADP
ajceb-4653	155	13	the	the	DET
ajceb-4653	155	14	bidders	bidder	NOUN
ajceb-4653	155	15	(	(	PUNCT
ajceb-4653	155	16	e.g.	e.g.	ADV
ajceb-4653	155	17	,	,	PUNCT
ajceb-4653	155	18	current	current	ADJ
ajceb-4653	155	19	workload	workload	NOUN
ajceb-4653	155	20	,	,	PUNCT
ajceb-4653	155	21	resource	resource	NOUN
ajceb-4653	155	22	capacity	capacity	NOUN
ajceb-4653	155	23	,	,	PUNCT
ajceb-4653	155	24	financial	financial	ADJ
ajceb-4653	155	25	standing	standing	NOUN
ajceb-4653	155	26	)	)	PUNCT
ajceb-4653	155	27	at	at	ADP
ajceb-4653	155	28	the	the	DET
ajceb-4653	155	29	time	time	NOUN
ajceb-4653	155	30	of	of	ADP
ajceb-4653	155	31	bidding	bidding	NOUN
ajceb-4653	155	32	,	,	PUNCT
ajceb-4653	155	33	and	and	CCONJ
ajceb-4653	155	34	that	that	SCONJ
ajceb-4653	155	35	the	the	DET
ajceb-4653	155	36	bidders	bidder	NOUN
ajceb-4653	155	37	were	be	AUX
ajceb-4653	155	38	in	in	ADP
ajceb-4653	155	39	a	a	DET
ajceb-4653	155	40	continual	continual	ADJ
ajceb-4653	155	41	process	process	NOUN
ajceb-4653	155	42	of	of	ADP
ajceb-4653	155	43	learning	learning	NOUN
ajceb-4653	155	44	.	.	PUNCT
ajceb-4653	156	1	therefore	therefore	ADV
ajceb-4653	156	2	,	,	PUNCT
ajceb-4653	156	3	hypothesis	hypothesis	NOUN
ajceb-4653	156	4	h1	h1	NOUN
ajceb-4653	156	5	that	that	PRON
ajceb-4653	156	6	suggests	suggest	VERB
ajceb-4653	156	7	inexperienced	inexperienced	ADJ
ajceb-4653	156	8	bidders	bidder	NOUN
ajceb-4653	156	9	become	become	VERB
ajceb-4653	156	10	more	more	ADV
ajceb-4653	156	11	competitive	competitive	ADJ
ajceb-4653	156	12	over	over	ADP
ajceb-4653	156	13	time	time	NOUN
ajceb-4653	156	14	through	through	ADP
ajceb-4653	156	15	learning	learn	VERB
ajceb-4653	156	16	in	in	ADP
ajceb-4653	156	17	recurrent	recurrent	ADJ
ajceb-4653	156	18	bidding	bidding	NOUN
ajceb-4653	156	19	is	be	AUX
ajceb-4653	156	20	partially	partially	ADV
ajceb-4653	156	21	supported	support	VERB
ajceb-4653	156	22	,	,	PUNCT
ajceb-4653	156	23	given	give	VERB
ajceb-4653	156	24	the	the	DET
ajceb-4653	156	25	existence	existence	NOUN
ajceb-4653	156	26	of	of	ADP
ajceb-4653	156	27	less	less	ADV
ajceb-4653	156	28	competitive	competitive	ADJ
ajceb-4653	156	29	mup	mup	NOUN
ajceb-4653	156	30	trends	trend	NOUN
ajceb-4653	156	31	after	after	ADP
ajceb-4653	156	32	a	a	DET
ajceb-4653	156	33	period	period	NOUN
ajceb-4653	156	34	of	of	ADP
ajceb-4653	156	35	time	time	NOUN
ajceb-4653	156	36	.	.	PUNCT
ajceb-4653	157	1	h2	h2	NOUN
ajceb-4653	157	2	is	be	AUX
ajceb-4653	157	3	also	also	ADV
ajceb-4653	157	4	partially	partially	ADV
ajceb-4653	157	5	supported	support	VERB
ajceb-4653	157	6	since	since	SCONJ
ajceb-4653	157	7	there	there	PRON
ajceb-4653	157	8	is	be	VERB
ajceb-4653	157	9	an	an	DET
ajceb-4653	157	10	absence	absence	NOUN
ajceb-4653	157	11	of	of	ADP
ajceb-4653	157	12	steady	steady	ADJ
ajceb-4653	157	13	-	-	PUNCT
ajceb-4653	157	14	state	state	NOUN
ajceb-4653	157	15	learning	learning	NOUN
ajceb-4653	157	16	phase	phase	NOUN
ajceb-4653	157	17	in	in	ADP
ajceb-4653	157	18	the	the	DET
ajceb-4653	157	19	mean	mean	ADJ
ajceb-4653	157	20	mup	mup	NOUN
ajceb-4653	157	21	profiles	profile	NOUN
ajceb-4653	157	22	for	for	ADP
ajceb-4653	157	23	subjects	subject	NOUN
ajceb-4653	157	24	in	in	ADP
ajceb-4653	157	25	both	both	DET
ajceb-4653	157	26	information	information	NOUN
ajceb-4653	157	27	feedback	feedback	NOUN
ajceb-4653	157	28	groups	group	NOUN
ajceb-4653	157	29	.	.	PUNCT
ajceb-4653	158	1	the	the	DET
ajceb-4653	158	2	less	less	ADV
ajceb-4653	158	3	competitive	competitive	ADJ
ajceb-4653	158	4	bids	bid	NOUN
ajceb-4653	158	5	after	after	ADP
ajceb-4653	158	6	a	a	DET
ajceb-4653	158	7	start	start	VERB
ajceb-4653	158	8	-	-	PUNCT
ajceb-4653	158	9	up	up	ADP
ajceb-4653	158	10	learning	learning	NOUN
ajceb-4653	158	11	phase	phase	NOUN
ajceb-4653	158	12	suggest	suggest	VERB
ajceb-4653	158	13	that	that	SCONJ
ajceb-4653	158	14	the	the	DET
ajceb-4653	158	15	bidders	bidder	NOUN
ajceb-4653	158	16	had	have	VERB
ajceb-4653	158	17	yet	yet	ADV
ajceb-4653	158	18	to	to	PART
ajceb-4653	158	19	reach	reach	VERB
ajceb-4653	158	20	their	their	PRON
ajceb-4653	158	21	optimal	optimal	ADJ
ajceb-4653	158	22	bidding	bidding	NOUN
ajceb-4653	158	23	strategy	strategy	NOUN
ajceb-4653	158	24	with	with	ADP
ajceb-4653	158	25	a	a	DET
ajceb-4653	158	26	plateau	plateau	NOUN
ajceb-4653	158	27	pattern	pattern	NOUN
ajceb-4653	158	28	that	that	PRON
ajceb-4653	158	29	characterizes	characterize	VERB
ajceb-4653	158	30	a	a	DET
ajceb-4653	158	31	steady	steady	ADJ
ajceb-4653	158	32	-	-	PUNCT
ajceb-4653	158	33	state	state	NOUN
ajceb-4653	158	34	learning	learning	NOUN
ajceb-4653	158	35	phase	phase	NOUN
ajceb-4653	158	36	.	.	PUNCT
ajceb-4653	159	1	this	this	DET
ajceb-4653	159	2	finding	finding	NOUN
ajceb-4653	159	3	does	do	AUX
ajceb-4653	159	4	not	not	PART
ajceb-4653	159	5	conform	conform	VERB
ajceb-4653	159	6	to	to	ADP
ajceb-4653	159	7	the	the	DET
ajceb-4653	159	8	learning	learning	NOUN
ajceb-4653	159	9	curve	curve	NOUN
ajceb-4653	159	10	postulated	postulate	VERB
ajceb-4653	159	11	in	in	ADP
ajceb-4653	159	12	fu	fu	PROPN
ajceb-4653	159	13	,	,	PUNCT
ajceb-4653	159	14	drew	draw	VERB
ajceb-4653	159	15	and	and	CCONJ
ajceb-4653	159	16	lo	lo	PROPN
ajceb-4653	159	17	(	(	PUNCT
ajceb-4653	159	18	2004	2004	NUM
ajceb-4653	159	19	)	)	PUNCT
ajceb-4653	159	20	which	which	PRON
ajceb-4653	159	21	may	may	AUX
ajceb-4653	159	22	be	be	AUX
ajceb-4653	159	23	due	due	ADJ
ajceb-4653	159	24	to	to	ADP
ajceb-4653	159	25	the	the	DET
ajceb-4653	159	26	short	short	ADJ
ajceb-4653	159	27	time	time	NOUN
ajceb-4653	159	28	frame	frame	NOUN
ajceb-4653	159	29	of	of	ADP
ajceb-4653	159	30	the	the	DET
ajceb-4653	159	31	experimental	experimental	ADJ
ajceb-4653	159	32	dataset	dataset	NOUN
ajceb-4653	159	33	of	of	ADP
ajceb-4653	159	34	only	only	ADV
ajceb-4653	159	35	ten	ten	NUM
ajceb-4653	159	36	time	time	NOUN
ajceb-4653	159	37	points	point	NOUN
ajceb-4653	159	38	,	,	PUNCT
ajceb-4653	159	39	over	over	ADP
ajceb-4653	159	40	5	5	NUM
ajceb-4653	159	41	weeks	week	NOUN
ajceb-4653	159	42	.	.	PUNCT
ajceb-4653	160	1	(	(	PUNCT
ajceb-4653	160	2	a	a	X
ajceb-4653	160	3	)	)	PUNCT
ajceb-4653	160	4	partial	partial	ADJ
ajceb-4653	160	5	information	information	NOUN
ajceb-4653	160	6	feedback	feedback	NOUN
ajceb-4653	160	7	(	(	PUNCT
ajceb-4653	160	8	b	b	NOUN
ajceb-4653	160	9	)	)	PUNCT
ajceb-4653	160	10	full	full	ADJ
ajceb-4653	160	11	information	information	NOUN
ajceb-4653	160	12	feedback	feedback	NOUN
ajceb-4653	160	13	figure	figure	NOUN
ajceb-4653	160	14	1	1	NUM
ajceb-4653	160	15	:	:	PUNCT
ajceb-4653	160	16	population	population	NOUN
ajceb-4653	160	17	-	-	PUNCT
ajceb-4653	160	18	average	average	NOUN
ajceb-4653	160	19	predicted	predict	VERB
ajceb-4653	160	20	profiles	profile	NOUN
ajceb-4653	160	21	over	over	ADP
ajceb-4653	160	22	time	time	NOUN
ajceb-4653	160	23	according	accord	VERB
ajceb-4653	160	24	to	to	ADP
ajceb-4653	160	25	information	information	NOUN
ajceb-4653	160	26	feedback	feedback	NOUN
ajceb-4653	160	27	conditions	condition	NOUN
ajceb-4653	160	28	and	and	CCONJ
ajceb-4653	160	29	bidding	bid	VERB
ajceb-4653	160	30	success	success	NOUN
ajceb-4653	160	31	(	(	PUNCT
ajceb-4653	160	32	s	s	NOUN
ajceb-4653	160	33	=	=	SYM
ajceb-4653	160	34	1	1	NUM
ajceb-4653	160	35	if	if	SCONJ
ajceb-4653	160	36	successful	successful	ADJ
ajceb-4653	160	37	:	:	PUNCT
ajceb-4653	160	38	solid	solid	ADJ
ajceb-4653	160	39	lines	line	NOUN
ajceb-4653	160	40	,	,	PUNCT
ajceb-4653	160	41	and	and	CCONJ
ajceb-4653	160	42	s	s	VERB
ajceb-4653	160	43	=	=	SYM
ajceb-4653	160	44	0	0	PROPN
ajceb-4653	161	1	if	if	SCONJ
ajceb-4653	161	2	unsuccessful	unsuccessful	ADJ
ajceb-4653	161	3	:	:	PUNCT
ajceb-4653	161	4	short	short	ADJ
ajceb-4653	161	5	dashes	dash	NOUN
ajceb-4653	161	6	)	)	PUNCT
ajceb-4653	161	7	construction	construction	NOUN
ajceb-4653	161	8	economics	economic	NOUN
ajceb-4653	161	9	and	and	CCONJ
ajceb-4653	161	10	building	building	NOUN
ajceb-4653	161	11	,	,	PUNCT
ajceb-4653	161	12	15(4	15(4	NUM
ajceb-4653	161	13	)	)	PUNCT
ajceb-4653	161	14	,	,	PUNCT
ajceb-4653	161	15	16	16	NUM
ajceb-4653	161	16	-	-	SYM
ajceb-4653	161	17	29	29	NUM
ajceb-4653	161	18	oo	oo	NOUN
ajceb-4653	161	19	,	,	PUNCT
ajceb-4653	161	20	ling	ling	PROPN
ajceb-4653	161	21	and	and	CCONJ
ajceb-4653	161	22	soo	soo	PROPN
ajceb-4653	161	23	24	24	NUM
ajceb-4653	161	24	table	table	NOUN
ajceb-4653	161	25	2	2	NUM
ajceb-4653	161	26	:	:	PUNCT
ajceb-4653	161	27	empirical	empirical	ADJ
ajceb-4653	161	28	blups	blup	NOUN
ajceb-4653	161	29	for	for	ADP
ajceb-4653	161	30	the	the	DET
ajceb-4653	161	31	random	random	ADJ
ajceb-4653	161	32	effects	effect	NOUN
ajceb-4653	161	33	of	of	ADP
ajceb-4653	161	34	the	the	DET
ajceb-4653	161	35	best	well	ADV
ajceb-4653	161	36	-	-	PUNCT
ajceb-4653	161	37	fit	fit	ADJ
ajceb-4653	161	38	lmm	lmm	PROPN
ajceb-4653	161	39	subject	subject	ADJ
ajceb-4653	161	40	empirical	empirical	ADJ
ajceb-4653	161	41	blups	blup	NOUN
ajceb-4653	161	42	for	for	ADP
ajceb-4653	161	43	random	random	ADJ
ajceb-4653	161	44	effects	effect	NOUN
ajceb-4653	161	45	i	i	PROPN
ajceb-4653	161	46	d	d	PROPN
ajceb-4653	161	47	intercept	intercept	PROPN
ajceb-4653	161	48	,	,	PUNCT
ajceb-4653	161	49	b0i	b0i	NUM
ajceb-4653	161	50	time	time	NOUN
ajceb-4653	161	51	,	,	PUNCT
ajceb-4653	161	52	b1i	b1i	NOUN
ajceb-4653	161	53	time	time	NOUN
ajceb-4653	161	54	x	x	SYM
ajceb-4653	161	55	time	time	NOUN
ajceb-4653	161	56	,	,	PUNCT
ajceb-4653	161	57	b2i	b2i	ADJ
ajceb-4653	161	58	success	success	NOUN
ajceb-4653	161	59	,	,	PUNCT
ajceb-4653	161	60	b3i	b3i	NUM
ajceb-4653	161	61	estimate	estimate	NOUN
ajceb-4653	161	62	std	std	NOUN
ajceb-4653	161	63	.	.	NOUN
ajceb-4653	161	64	error	error	NOUN
ajceb-4653	161	65	estimate	estimate	NOUN
ajceb-4653	161	66	std	std	NOUN
ajceb-4653	161	67	.	.	NOUN
ajceb-4653	161	68	error	error	NOUN
ajceb-4653	161	69	estimate	estimate	NOUN
ajceb-4653	161	70	std	std	NOUN
ajceb-4653	161	71	.	.	NOUN
ajceb-4653	161	72	error	error	NOUN
ajceb-4653	161	73	estimate	estimate	NOUN
ajceb-4653	161	74	std	std	NOUN
ajceb-4653	161	75	.	.	NOUN
ajceb-4653	161	76	error	error	NOUN
ajceb-4653	161	77	f1	f1	NOUN
ajceb-4653	161	78	-5.951	-5.951	PUNCT
ajceb-4653	161	79	2.005	2.005	NUM
ajceb-4653	161	80	*	*	PUNCT
ajceb-4653	161	81	*	*	PUNCT
ajceb-4653	161	82	2.728	2.728	NUM
ajceb-4653	161	83	0.775	0.775	NUM
ajceb-4653	161	84	*	*	PUNCT
ajceb-4653	161	85	*	*	PUNCT
ajceb-4653	161	86	-0.211	-0.211	PUNCT
ajceb-4653	161	87	0.066	0.066	NUM
ajceb-4653	161	88	*	*	PUNCT
ajceb-4653	161	89	*	*	X
ajceb-4653	161	90	0.790	0.790	NUM
ajceb-4653	161	91	1.205	1.205	NUM
ajceb-4653	161	92	f2	f2	PROPN
ajceb-4653	161	93	4.309	4.309	NUM
ajceb-4653	161	94	2.069	2.069	NUM
ajceb-4653	161	95	*	*	PUNCT
ajceb-4653	161	96	*	*	PUNCT
ajceb-4653	161	97	-1.322	-1.322	X
ajceb-4653	161	98	0.845	0.845	NUM
ajceb-4653	161	99	0.086	0.086	NUM
ajceb-4653	161	100	0.071	0.071	NUM
ajceb-4653	161	101	-1.359	-1.359	NUM
ajceb-4653	161	102	0.968	0.968	NUM
ajceb-4653	161	103	f3	f3	ADJ
ajceb-4653	161	104	-3.976	-3.976	ADP
ajceb-4653	161	105	1.873	1.873	NUM
ajceb-4653	161	106	*	*	PUNCT
ajceb-4653	161	107	*	*	NOUN
ajceb-4653	161	108	1.082	1.082	NUM
ajceb-4653	161	109	0.728	0.728	NUM
ajceb-4653	161	110	-0.078	-0.078	X
ajceb-4653	161	111	0.061	0.061	NUM
ajceb-4653	161	112	-0.325	-0.325	NOUN
ajceb-4653	161	113	0.888	0.888	NUM
ajceb-4653	161	114	f4	f4	PROPN
ajceb-4653	161	115	-0.369	-0.369	ADP
ajceb-4653	161	116	1.887	1.887	NUM
ajceb-4653	161	117	0.199	0.199	NUM
ajceb-4653	161	118	0.726	0.726	NUM
ajceb-4653	161	119	-0.029	-0.029	NOUN
ajceb-4653	161	120	0.061	0.061	NUM
ajceb-4653	161	121	0.021	0.021	NUM
ajceb-4653	161	122	1.592	1.592	NUM
ajceb-4653	161	123	f5	f5	NOUN
ajceb-4653	161	124	3.080	3.080	NUM
ajceb-4653	161	125	1.928	1.928	NUM
ajceb-4653	161	126	-0.506	-0.506	NUM
ajceb-4653	161	127	0.753	0.753	NUM
ajceb-4653	161	128	0.017	0.017	NUM
ajceb-4653	161	129	0.064	0.064	NUM
ajceb-4653	161	130	-1.234	-1.234	PUNCT
ajceb-4653	161	131	1.199	1.199	NUM
ajceb-4653	161	132	f6	f6	PROPN
ajceb-4653	161	133	1.004	1.004	NUM
ajceb-4653	161	134	1.884	1.884	NUM
ajceb-4653	161	135	-1.288	-1.288	PUNCT
ajceb-4653	161	136	0.745	0.745	NUM
ajceb-4653	161	137	0.152	0.152	NUM
ajceb-4653	161	138	0.062	0.062	NUM
ajceb-4653	161	139	*	*	PUNCT
ajceb-4653	161	140	*	*	NUM
ajceb-4653	161	141	1.831	1.831	NUM
ajceb-4653	161	142	0.982	0.982	NUM
ajceb-4653	161	143	f7	f7	PROPN
ajceb-4653	161	144	-2.111	-2.111	PUNCT
ajceb-4653	161	145	1.949	1.949	NUM
ajceb-4653	161	146	0.538	0.538	NUM
ajceb-4653	161	147	0.742	0.742	NUM
ajceb-4653	161	148	-0.034	-0.034	NUM
ajceb-4653	161	149	0.062	0.062	NUM
ajceb-4653	161	150	-0.566	-0.566	NUM
ajceb-4653	161	151	0.888	0.888	NUM
ajceb-4653	161	152	f8	f8	PROPN
ajceb-4653	161	153	-1.741	-1.741	NOUN
ajceb-4653	161	154	1.877	1.877	NUM
ajceb-4653	161	155	0.323	0.323	NUM
ajceb-4653	161	156	0.729	0.729	NUM
ajceb-4653	161	157	-0.025	-0.025	NOUN
ajceb-4653	161	158	0.061	0.061	NUM
ajceb-4653	161	159	-0.888	-0.888	PUNCT
ajceb-4653	161	160	0.843	0.843	NUM
ajceb-4653	161	161	f9	f9	PROPN
ajceb-4653	161	162	5.260	5.260	NUM
ajceb-4653	161	163	2.012	2.012	NUM
ajceb-4653	161	164	*	*	PUNCT
ajceb-4653	161	165	*	*	PUNCT
ajceb-4653	161	166	-1.490	-1.490	PUNCT
ajceb-4653	161	167	0.789	0.789	NUM
ajceb-4653	161	168	0.097	0.097	NUM
ajceb-4653	161	169	0.066	0.066	NUM
ajceb-4653	161	170	-2.371	-2.371	NOUN
ajceb-4653	161	171	1.095	1.095	NUM
ajceb-4653	161	172	*	*	PUNCT
ajceb-4653	161	173	*	*	PUNCT
ajceb-4653	161	174	f10	f10	X
ajceb-4653	161	175	-9.974	-9.974	NUM
ajceb-4653	161	176	1.988	1.988	NUM
ajceb-4653	161	177	3.236	3.236	NUM
ajceb-4653	161	178	0.758	0.758	NUM
ajceb-4653	161	179	-0.248	-0.248	PUNCT
ajceb-4653	161	180	0.063	0.063	NUM
ajceb-4653	161	181	4.621	4.621	NUM
ajceb-4653	161	182	1.104	1.104	NUM
ajceb-4653	161	183	f11	f11	NOUN
ajceb-4653	161	184	3.418	3.418	NUM
ajceb-4653	161	185	1.977	1.977	NUM
ajceb-4653	161	186	-0.903	-0.903	NOUN
ajceb-4653	161	187	0.766	0.766	NUM
ajceb-4653	161	188	0.084	0.084	NUM
ajceb-4653	161	189	0.064	0.064	NUM
ajceb-4653	161	190	-0.874	-0.874	PUNCT
ajceb-4653	161	191	1.136	1.136	NUM
ajceb-4653	161	192	f12	f12	NOUN
ajceb-4653	161	193	-2.087	-2.087	ADP
ajceb-4653	161	194	1.880	1.880	NUM
ajceb-4653	161	195	1.368	1.368	NUM
ajceb-4653	161	196	0.727	0.727	NUM
ajceb-4653	161	197	-0.142	-0.142	DET
ajceb-4653	161	198	0.061	0.061	NUM
ajceb-4653	161	199	*	*	PUNCT
ajceb-4653	161	200	*	*	PUNCT
ajceb-4653	161	201	-0.337	-0.337	NOUN
ajceb-4653	161	202	1.113	1.113	NUM
ajceb-4653	161	203	p1	p1	NOUN
ajceb-4653	161	204	10.423	10.423	NUM
ajceb-4653	161	205	2.104	2.104	NUM
ajceb-4653	161	206	-3.788	-3.788	PUNCT
ajceb-4653	161	207	0.823	0.823	NUM
ajceb-4653	161	208	0.300	0.300	NUM
ajceb-4653	161	209	0.068	0.068	NUM
ajceb-4653	161	210	-0.045	-0.045	NUM
ajceb-4653	161	211	1.009	1.009	NUM
ajceb-4653	161	212	p2	p2	PROPN
ajceb-4653	161	213	-11.965	-11.965	NOUN
ajceb-4653	161	214	2.307	2.307	NUM
ajceb-4653	161	215	3.774	3.774	NUM
ajceb-4653	161	216	0.864	0.864	NUM
ajceb-4653	161	217	-0.273	-0.273	NOUN
ajceb-4653	161	218	0.071	0.071	NUM
ajceb-4653	161	219	*	*	PUNCT
ajceb-4653	161	220	*	*	PUNCT
ajceb-4653	161	221	3.572	3.572	NUM
ajceb-4653	161	222	1.214	1.214	NUM
ajceb-4653	161	223	*	*	PUNCT
ajceb-4653	161	224	*	*	PUNCT
ajceb-4653	161	225	p3	p3	NOUN
ajceb-4653	161	226	-1.239	-1.239	NUM
ajceb-4653	161	227	1.913	1.913	NUM
ajceb-4653	161	228	0.307	0.307	NUM
ajceb-4653	161	229	0.728	0.728	NUM
ajceb-4653	161	230	-0.015	-0.015	ADP
ajceb-4653	161	231	0.061	0.061	NUM
ajceb-4653	161	232	-0.690	-0.690	VERB
ajceb-4653	161	233	0.965	0.965	NUM
ajceb-4653	161	234	p4	p4	ADJ
ajceb-4653	161	235	5.681	5.681	NUM
ajceb-4653	161	236	1.880	1.880	NUM
ajceb-4653	161	237	*	*	PUNCT
ajceb-4653	161	238	*	*	PUNCT
ajceb-4653	161	239	-1.301	-1.301	NUM
ajceb-4653	161	240	0.728	0.728	NUM
ajceb-4653	161	241	0.063	0.063	NUM
ajceb-4653	161	242	0.062	0.062	NUM
ajceb-4653	161	243	-3.026	-3.026	PROPN
ajceb-4653	161	244	0.987	0.987	NUM
ajceb-4653	161	245	*	*	PUNCT
ajceb-4653	161	246	*	*	PUNCT
ajceb-4653	161	247	p5	p5	ADJ
ajceb-4653	161	248	-11.035	-11.035	ADJ
ajceb-4653	161	249	2.242	2.242	NUM
ajceb-4653	161	250	4.071	4.071	NUM
ajceb-4653	161	251	0.835	0.835	NUM
ajceb-4653	161	252	-0.310	-0.310	PUNCT
ajceb-4653	161	253	0.069	0.069	NUM
ajceb-4653	161	254	2.996	2.996	NUM
ajceb-4653	161	255	0.932	0.932	NUM
ajceb-4653	161	256	*	*	PUNCT
ajceb-4653	161	257	*	*	PUNCT
ajceb-4653	161	258	p6	p6	ADJ
ajceb-4653	161	259	-4.092	-4.092	PUNCT
ajceb-4653	161	260	2.017	2.017	NUM
ajceb-4653	161	261	*	*	PUNCT
ajceb-4653	161	262	*	*	PUNCT
ajceb-4653	161	263	1.729	1.729	NUM
ajceb-4653	161	264	0.770	0.770	NUM
ajceb-4653	161	265	*	*	PUNCT
ajceb-4653	161	266	*	*	PUNCT
ajceb-4653	161	267	-0.136	-0.136	PUNCT
ajceb-4653	162	1	0.064	0.064	NUM
ajceb-4653	162	2	*	*	PUNCT
ajceb-4653	162	3	*	*	PUNCT
ajceb-4653	162	4	-0.500	-0.500	PUNCT
ajceb-4653	162	5	1.201	1.201	NUM
ajceb-4653	162	6	p7	p7	VERB
ajceb-4653	162	7	5.984	5.984	NUM
ajceb-4653	162	8	2.049	2.049	NUM
ajceb-4653	162	9	*	*	PUNCT
ajceb-4653	162	10	*	*	PUNCT
ajceb-4653	162	11	-2.845	-2.845	NOUN
ajceb-4653	162	12	0.789	0.789	NUM
ajceb-4653	162	13	*	*	PUNCT
ajceb-4653	162	14	*	*	PUNCT
ajceb-4653	162	15	0.242	0.242	NUM
ajceb-4653	162	16	0.066	0.066	NUM
ajceb-4653	162	17	*	*	PUNCT
ajceb-4653	162	18	*	*	PUNCT
ajceb-4653	162	19	-0.515	-0.515	X
ajceb-4653	162	20	0.917	0.917	NUM
ajceb-4653	162	21	p8	p8	PROPN
ajceb-4653	162	22	3.915	3.915	NUM
ajceb-4653	162	23	1.981	1.981	NUM
ajceb-4653	162	24	*	*	PUNCT
ajceb-4653	162	25	*	*	PUNCT
ajceb-4653	162	26	-1.347	-1.347	PROPN
ajceb-4653	162	27	0.779	0.779	NUM
ajceb-4653	162	28	0.096	0.096	NUM
ajceb-4653	162	29	0.065	0.065	NUM
ajceb-4653	162	30	-1.296	-1.296	PUNCT
ajceb-4653	162	31	0.921	0.921	NUM
ajceb-4653	162	32	p9	p9	NOUN
ajceb-4653	162	33	-0.760	-0.760	PROPN
ajceb-4653	162	34	1.889	1.889	NUM
ajceb-4653	162	35	-0.358	-0.358	NOUN
ajceb-4653	162	36	0.726	0.726	NUM
ajceb-4653	162	37	0.041	0.041	NUM
ajceb-4653	162	38	0.061	0.061	NUM
ajceb-4653	162	39	-0.567	-0.567	NUM
ajceb-4653	162	40	0.873	0.873	NUM
ajceb-4653	162	41	p10	p10	NOUN
ajceb-4653	162	42	1.638	1.638	NUM
ajceb-4653	162	43	1.937	1.937	NUM
ajceb-4653	162	44	-0.554	-0.554	NUM
ajceb-4653	162	45	0.736	0.736	NUM
ajceb-4653	162	46	0.032	0.032	NUM
ajceb-4653	162	47	0.062	0.062	NUM
ajceb-4653	162	48	1.919	1.919	NUM
ajceb-4653	162	49	0.907	0.907	NUM
ajceb-4653	162	50	*	*	PUNCT
ajceb-4653	162	51	*	*	PUNCT
ajceb-4653	162	52	p11	p11	NOUN
ajceb-4653	162	53	3.233	3.233	NUM
ajceb-4653	162	54	1.922	1.922	NUM
ajceb-4653	162	55	-0.492	-0.492	NOUN
ajceb-4653	162	56	0.758	0.758	NUM
ajceb-4653	162	57	0.047	0.047	NUM
ajceb-4653	162	58	0.063	0.063	NUM
ajceb-4653	162	59	-1.665	-1.665	NUM
ajceb-4653	162	60	1.594	1.594	NUM
ajceb-4653	162	61	p12	p12	ADJ
ajceb-4653	162	62	7.355	7.355	NUM
ajceb-4653	162	63	1.888	1.888	NUM
ajceb-4653	162	64	*	*	PUNCT
ajceb-4653	162	65	*	*	PUNCT
ajceb-4653	162	66	-3.160	-3.160	X
ajceb-4653	162	67	0.756	0.756	NUM
ajceb-4653	162	68	0.241	0.241	NUM
ajceb-4653	162	69	0.064	0.064	NUM
ajceb-4653	162	70	*	*	PUNCT
ajceb-4653	162	71	*	*	PUNCT
ajceb-4653	162	72	0.507	0.507	NUM
ajceb-4653	162	73	1.006	1.006	NUM
ajceb-4653	162	74	*	*	PUNCT
ajceb-4653	162	75	*	*	PUNCT
ajceb-4653	162	76	significant	significant	ADJ
ajceb-4653	162	77	at	at	ADP
ajceb-4653	162	78	p	p	X
ajceb-4653	162	79	<	<	X
ajceb-4653	162	80	0.05	0.05	NUM
ajceb-4653	162	81	construction	construction	NOUN
ajceb-4653	162	82	economics	economic	NOUN
ajceb-4653	162	83	and	and	CCONJ
ajceb-4653	162	84	building	building	NOUN
ajceb-4653	162	85	,	,	PUNCT
ajceb-4653	162	86	15(4	15(4	NUM
ajceb-4653	162	87	)	)	PUNCT
ajceb-4653	162	88	,	,	PUNCT
ajceb-4653	162	89	16	16	NUM
ajceb-4653	162	90	-	-	SYM
ajceb-4653	162	91	29	29	NUM
ajceb-4653	162	92	oo	oo	NOUN
ajceb-4653	162	93	,	,	PUNCT
ajceb-4653	162	94	ling	ling	PROPN
ajceb-4653	162	95	and	and	CCONJ
ajceb-4653	162	96	soo	soo	PROPN
ajceb-4653	162	97	25	25	NUM
ajceb-4653	162	98	next	next	ADV
ajceb-4653	162	99	,	,	PUNCT
ajceb-4653	162	100	the	the	DET
ajceb-4653	162	101	subjects	subject	NOUN
ajceb-4653	162	102	in	in	ADP
ajceb-4653	162	103	full	full	ADJ
ajceb-4653	162	104	information	information	NOUN
ajceb-4653	162	105	feedback	feedback	NOUN
ajceb-4653	162	106	group	group	NOUN
ajceb-4653	162	107	are	be	AUX
ajceb-4653	162	108	generally	generally	ADV
ajceb-4653	162	109	more	more	ADV
ajceb-4653	162	110	competitive	competitive	ADJ
ajceb-4653	162	111	that	that	SCONJ
ajceb-4653	162	112	those	those	PRON
ajceb-4653	162	113	in	in	ADP
ajceb-4653	162	114	the	the	DET
ajceb-4653	162	115	partial	partial	ADJ
ajceb-4653	162	116	information	information	NOUN
ajceb-4653	162	117	feedback	feedback	NOUN
ajceb-4653	162	118	group	group	NOUN
ajceb-4653	162	119	as	as	SCONJ
ajceb-4653	162	120	demonstrated	demonstrate	VERB
ajceb-4653	162	121	by	by	ADP
ajceb-4653	162	122	a	a	DET
ajceb-4653	162	123	decrease	decrease	NOUN
ajceb-4653	162	124	of	of	ADP
ajceb-4653	162	125	0.788	0.788	NUM
ajceb-4653	162	126	%	%	NOUN
ajceb-4653	162	127	in	in	ADP
ajceb-4653	162	128	the	the	DET
ajceb-4653	162	129	predicted	predict	VERB
ajceb-4653	162	130	mean	mean	ADJ
ajceb-4653	162	131	mup	mup	NOUN
ajceb-4653	162	132	for	for	ADP
ajceb-4653	162	133	full	full	ADJ
ajceb-4653	162	134	information	information	NOUN
ajceb-4653	162	135	feedback	feedback	NOUN
ajceb-4653	162	136	group	group	NOUN
ajceb-4653	162	137	.	.	PUNCT
ajceb-4653	163	1	the	the	DET
ajceb-4653	163	2	bidding	bidding	NOUN
ajceb-4653	163	3	feedback	feedback	NOUN
ajceb-4653	163	4	information	information	NOUN
ajceb-4653	163	5	plays	play	VERB
ajceb-4653	163	6	a	a	DET
ajceb-4653	163	7	role	role	NOUN
ajceb-4653	163	8	in	in	ADP
ajceb-4653	163	9	the	the	DET
ajceb-4653	163	10	bidders	bidder	NOUN
ajceb-4653	163	11	’	'	PUNCT
ajceb-4653	163	12	learning	learning	NOUN
ajceb-4653	163	13	as	as	SCONJ
ajceb-4653	163	14	demonstrated	demonstrate	VERB
ajceb-4653	163	15	by	by	ADP
ajceb-4653	163	16	higher	high	ADJ
ajceb-4653	163	17	bidding	bidding	NOUN
ajceb-4653	163	18	competitiveness	competitiveness	NOUN
ajceb-4653	163	19	for	for	ADP
ajceb-4653	163	20	bidders	bidder	NOUN
ajceb-4653	163	21	in	in	ADP
ajceb-4653	163	22	full	full	ADJ
ajceb-4653	163	23	information	information	NOUN
ajceb-4653	163	24	feedback	feedback	NOUN
ajceb-4653	163	25	group	group	NOUN
ajceb-4653	163	26	,	,	PUNCT
ajceb-4653	163	27	similar	similar	ADJ
ajceb-4653	163	28	to	to	ADP
ajceb-4653	163	29	that	that	PRON
ajceb-4653	163	30	of	of	ADP
ajceb-4653	163	31	soo	soo	PROPN
ajceb-4653	163	32	and	and	CCONJ
ajceb-4653	163	33	oo	oo	INTJ
ajceb-4653	163	34	(	(	PUNCT
ajceb-4653	163	35	2010	2010	NUM
ajceb-4653	163	36	)	)	PUNCT
ajceb-4653	163	37	.	.	PUNCT
ajceb-4653	164	1	this	this	PRON
ajceb-4653	164	2	suggests	suggest	VERB
ajceb-4653	164	3	that	that	SCONJ
ajceb-4653	164	4	the	the	DET
ajceb-4653	164	5	considerably	considerably	ADV
ajceb-4653	164	6	large	large	ADJ
ajceb-4653	164	7	amount	amount	NOUN
ajceb-4653	164	8	of	of	ADP
ajceb-4653	164	9	feedback	feedback	NOUN
ajceb-4653	164	10	information	information	NOUN
ajceb-4653	164	11	with	with	ADP
ajceb-4653	164	12	12	12	NUM
ajceb-4653	164	13	competing	compete	VERB
ajceb-4653	164	14	bidders	bidder	NOUN
ajceb-4653	164	15	in	in	ADP
ajceb-4653	164	16	each	each	DET
ajceb-4653	164	17	bidding	bidding	NOUN
ajceb-4653	164	18	round	round	NOUN
ajceb-4653	164	19	of	of	ADP
ajceb-4653	164	20	six	six	NUM
ajceb-4653	164	21	hypothetical	hypothetical	ADJ
ajceb-4653	164	22	projects	project	NOUN
ajceb-4653	164	23	(	(	PUNCT
ajceb-4653	164	24	i.e.	i.e.	X
ajceb-4653	164	25	a	a	DET
ajceb-4653	164	26	set	set	NOUN
ajceb-4653	164	27	of	of	ADP
ajceb-4653	164	28	72	72	NUM
ajceb-4653	164	29	bids	bid	NOUN
ajceb-4653	164	30	and	and	CCONJ
ajceb-4653	164	31	bidder	bidder	NOUN
ajceb-4653	164	32	identities	identity	NOUN
ajceb-4653	164	33	)	)	PUNCT
ajceb-4653	164	34	does	do	AUX
ajceb-4653	164	35	not	not	PART
ajceb-4653	164	36	appear	appear	VERB
ajceb-4653	164	37	to	to	PART
ajceb-4653	164	38	retard	retard	VERB
ajceb-4653	164	39	the	the	DET
ajceb-4653	164	40	bidders	bidder	NOUN
ajceb-4653	164	41	’	'	PUNCT
ajceb-4653	164	42	learning	learning	NOUN
ajceb-4653	164	43	.	.	PUNCT
ajceb-4653	165	1	the	the	DET
ajceb-4653	165	2	subjects	subject	NOUN
ajceb-4653	165	3	in	in	ADP
ajceb-4653	165	4	full	full	ADJ
ajceb-4653	165	5	information	information	NOUN
ajceb-4653	165	6	feedback	feedback	NOUN
ajceb-4653	165	7	group	group	NOUN
ajceb-4653	165	8	had	have	AUX
ajceb-4653	165	9	made	make	VERB
ajceb-4653	165	10	use	use	NOUN
ajceb-4653	165	11	of	of	ADP
ajceb-4653	165	12	the	the	DET
ajceb-4653	165	13	bidding	bidding	NOUN
ajceb-4653	165	14	feedback	feedback	NOUN
ajceb-4653	165	15	information	information	NOUN
ajceb-4653	165	16	and	and	CCONJ
ajceb-4653	165	17	were	be	AUX
ajceb-4653	165	18	able	able	ADJ
ajceb-4653	165	19	to	to	PART
ajceb-4653	165	20	bid	bid	VERB
ajceb-4653	165	21	competitively	competitively	ADV
ajceb-4653	165	22	.	.	PUNCT
ajceb-4653	166	1	thus	thus	ADV
ajceb-4653	166	2	,	,	PUNCT
ajceb-4653	166	3	h3	h3	NOUN
ajceb-4653	166	4	that	that	PRON
ajceb-4653	166	5	suggests	suggest	VERB
ajceb-4653	166	6	the	the	DET
ajceb-4653	166	7	two	two	NUM
ajceb-4653	166	8	information	information	NOUN
ajceb-4653	166	9	feedback	feedback	NOUN
ajceb-4653	166	10	conditions	condition	NOUN
ajceb-4653	166	11	have	have	VERB
ajceb-4653	166	12	an	an	DET
ajceb-4653	166	13	impact	impact	NOUN
ajceb-4653	166	14	on	on	ADP
ajceb-4653	166	15	inexperienced	inexperienced	ADJ
ajceb-4653	166	16	bidders	bidder	NOUN
ajceb-4653	166	17	’	'	PUNCT
ajceb-4653	166	18	learning	learn	VERB
ajceb-4653	166	19	in	in	ADP
ajceb-4653	166	20	recurrent	recurrent	ADJ
ajceb-4653	166	21	bidding	bidding	NOUN
ajceb-4653	166	22	is	be	AUX
ajceb-4653	166	23	supported	support	VERB
ajceb-4653	166	24	.	.	PUNCT
ajceb-4653	167	1	also	also	ADV
ajceb-4653	167	2	,	,	PUNCT
ajceb-4653	167	3	the	the	DET
ajceb-4653	167	4	subjects	subject	NOUN
ajceb-4653	167	5	had	have	AUX
ajceb-4653	167	6	bid	bid	VERB
ajceb-4653	167	7	higher	high	ADJ
ajceb-4653	167	8	with	with	ADP
ajceb-4653	167	9	an	an	DET
ajceb-4653	167	10	increase	increase	NOUN
ajceb-4653	167	11	of	of	ADP
ajceb-4653	167	12	1.347	1.347	NUM
ajceb-4653	167	13	%	%	NOUN
ajceb-4653	167	14	in	in	ADP
ajceb-4653	167	15	the	the	DET
ajceb-4653	167	16	predicted	predict	VERB
ajceb-4653	167	17	mean	mean	ADJ
ajceb-4653	167	18	mup	mup	NOUN
ajceb-4653	167	19	if	if	SCONJ
ajceb-4653	167	20	they	they	PRON
ajceb-4653	167	21	were	be	AUX
ajceb-4653	167	22	successfully	successfully	ADV
ajceb-4653	167	23	in	in	ADP
ajceb-4653	167	24	winning	win	VERB
ajceb-4653	167	25	a	a	DET
ajceb-4653	167	26	job(s	job(	NOUN
ajceb-4653	167	27	)	)	PUNCT
ajceb-4653	167	28	in	in	ADP
ajceb-4653	167	29	the	the	DET
ajceb-4653	167	30	preceding	precede	VERB
ajceb-4653	167	31	round	round	NOUN
ajceb-4653	167	32	.	.	PUNCT
ajceb-4653	168	1	it	it	PRON
ajceb-4653	168	2	is	be	AUX
ajceb-4653	168	3	noted	note	VERB
ajceb-4653	168	4	that	that	SCONJ
ajceb-4653	168	5	the	the	DET
ajceb-4653	168	6	positive	positive	ADJ
ajceb-4653	168	7	effect	effect	NOUN
ajceb-4653	168	8	of	of	ADP
ajceb-4653	168	9	bidding	bid	VERB
ajceb-4653	168	10	success	success	NOUN
ajceb-4653	168	11	in	in	ADP
ajceb-4653	168	12	the	the	DET
ajceb-4653	168	13	preceding	precede	VERB
ajceb-4653	168	14	round	round	NOUN
ajceb-4653	168	15	is	be	AUX
ajceb-4653	168	16	similar	similar	ADJ
ajceb-4653	168	17	to	to	ADP
ajceb-4653	168	18	that	that	PRON
ajceb-4653	168	19	of	of	ADP
ajceb-4653	168	20	mccaffer	mccaffer	NOUN
ajceb-4653	168	21	and	and	CCONJ
ajceb-4653	168	22	pettitt	pettitt	VERB
ajceb-4653	168	23	(	(	PUNCT
ajceb-4653	168	24	1976	1976	NUM
ajceb-4653	168	25	)	)	PUNCT
ajceb-4653	168	26	and	and	CCONJ
ajceb-4653	168	27	oo	oo	INTJ
ajceb-4653	168	28	,	,	PUNCT
ajceb-4653	168	29	lo	lo	PROPN
ajceb-4653	168	30	and	and	CCONJ
ajceb-4653	168	31	lim	lim	PROPN
ajceb-4653	168	32	(	(	PUNCT
ajceb-4653	168	33	2012	2012	NUM
ajceb-4653	168	34	)	)	PUNCT
ajceb-4653	168	35	,	,	PUNCT
ajceb-4653	168	36	where	where	SCONJ
ajceb-4653	168	37	bidders	bidder	NOUN
ajceb-4653	168	38	are	be	AUX
ajceb-4653	168	39	generally	generally	ADV
ajceb-4653	168	40	less	less	ADV
ajceb-4653	168	41	competitive	competitive	ADJ
ajceb-4653	168	42	in	in	ADP
ajceb-4653	168	43	time	time	NOUN
ajceb-4653	168	44	periods	period	NOUN
ajceb-4653	168	45	after	after	ADP
ajceb-4653	168	46	a	a	DET
ajceb-4653	168	47	winning	win	VERB
ajceb-4653	168	48	bid	bid	NOUN
ajceb-4653	168	49	.	.	PUNCT
ajceb-4653	169	1	to	to	PART
ajceb-4653	169	2	examine	examine	VERB
ajceb-4653	169	3	both	both	CCONJ
ajceb-4653	169	4	the	the	DET
ajceb-4653	169	5	fixed	fix	VERB
ajceb-4653	169	6	and	and	CCONJ
ajceb-4653	169	7	random	random	ADJ
ajceb-4653	169	8	effects	effect	NOUN
ajceb-4653	169	9	estimates	estimate	NOUN
ajceb-4653	169	10	of	of	ADP
ajceb-4653	169	11	the	the	DET
ajceb-4653	169	12	model	model	NOUN
ajceb-4653	169	13	,	,	PUNCT
ajceb-4653	169	14	the	the	DET
ajceb-4653	169	15	empirical	empirical	ADJ
ajceb-4653	169	16	blups	blup	NOUN
ajceb-4653	169	17	for	for	ADP
ajceb-4653	169	18	individual	individual	ADJ
ajceb-4653	169	19	subjects	subject	NOUN
ajceb-4653	169	20	(	(	PUNCT
ajceb-4653	169	21	table	table	NOUN
ajceb-4653	169	22	2	2	NUM
ajceb-4653	169	23	)	)	PUNCT
ajceb-4653	169	24	were	be	AUX
ajceb-4653	169	25	substituted	substitute	VERB
ajceb-4653	169	26	into	into	ADP
ajceb-4653	169	27	eq	eq	NOUN
ajceb-4653	169	28	.	.	PROPN
ajceb-4653	169	29	3	3	NUM
ajceb-4653	169	30	to	to	PART
ajceb-4653	169	31	obtain	obtain	VERB
ajceb-4653	169	32	the	the	DET
ajceb-4653	169	33	mean	mean	ADJ
ajceb-4653	169	34	mup	mup	NOUN
ajceb-4653	169	35	profiles	profile	NOUN
ajceb-4653	169	36	over	over	ADP
ajceb-4653	169	37	time	time	NOUN
ajceb-4653	169	38	for	for	ADP
ajceb-4653	169	39	each	each	DET
ajceb-4653	169	40	individual	individual	ADJ
ajceb-4653	169	41	subjects	subject	NOUN
ajceb-4653	169	42	.	.	PUNCT
ajceb-4653	170	1	figure	figure	NOUN
ajceb-4653	170	2	2	2	NUM
ajceb-4653	170	3	shows	show	VERB
ajceb-4653	170	4	the	the	DET
ajceb-4653	170	5	illustrative	illustrative	ADJ
ajceb-4653	170	6	plots	plot	NOUN
ajceb-4653	170	7	of	of	ADP
ajceb-4653	170	8	the	the	DET
ajceb-4653	170	9	predicted	predict	VERB
ajceb-4653	170	10	individual	individual	ADJ
ajceb-4653	170	11	mean	mean	ADJ
ajceb-4653	170	12	mup	mup	NOUN
ajceb-4653	170	13	profiles	profile	NOUN
ajceb-4653	170	14	for	for	ADP
ajceb-4653	170	15	subjects	subject	NOUN
ajceb-4653	170	16	p6	p6	VERB
ajceb-4653	170	17	and	and	CCONJ
ajceb-4653	170	18	p7	p7	VERB
ajceb-4653	170	19	in	in	ADP
ajceb-4653	170	20	partial	partial	ADJ
ajceb-4653	170	21	information	information	NOUN
ajceb-4653	170	22	feedback	feedback	NOUN
ajceb-4653	170	23	group	group	NOUN
ajceb-4653	170	24	,	,	PUNCT
ajceb-4653	170	25	and	and	CCONJ
ajceb-4653	170	26	subjects	subject	NOUN
ajceb-4653	170	27	f1	f1	NOUN
ajceb-4653	170	28	and	and	CCONJ
ajceb-4653	170	29	f9	f9	PROPN
ajceb-4653	170	30	in	in	ADP
ajceb-4653	170	31	full	full	ADJ
ajceb-4653	170	32	information	information	NOUN
ajceb-4653	170	33	feedback	feedback	NOUN
ajceb-4653	170	34	group	group	NOUN
ajceb-4653	170	35	for	for	ADP
ajceb-4653	170	36	scenario	scenario	NOUN
ajceb-4653	170	37	s	s	PART
ajceb-4653	170	38	=	=	NOUN
ajceb-4653	170	39	1	1	NUM
ajceb-4653	170	40	(	(	PUNCT
ajceb-4653	170	41	i.e.	i.e.	X
ajceb-4653	170	42	,	,	PUNCT
ajceb-4653	170	43	won	win	VERB
ajceb-4653	170	44	at	at	ADV
ajceb-4653	170	45	least	least	ADV
ajceb-4653	170	46	one	one	NUM
ajceb-4653	170	47	job	job	NOUN
ajceb-4653	170	48	in	in	ADP
ajceb-4653	170	49	preceding	precede	VERB
ajceb-4653	170	50	bidding	bidding	NOUN
ajceb-4653	170	51	round	round	NOUN
ajceb-4653	170	52	)	)	PUNCT
ajceb-4653	170	53	.	.	PUNCT
ajceb-4653	171	1	the	the	DET
ajceb-4653	171	2	predicted	predict	VERB
ajceb-4653	171	3	population	population	NOUN
ajceb-4653	171	4	-	-	PUNCT
ajceb-4653	171	5	average	average	ADJ
ajceb-4653	171	6	mup	mup	NOUN
ajceb-4653	171	7	profiles	profile	NOUN
ajceb-4653	171	8	were	be	AUX
ajceb-4653	171	9	imposed	impose	VERB
ajceb-4653	171	10	for	for	ADP
ajceb-4653	171	11	illustrative	illustrative	ADJ
ajceb-4653	171	12	purposes	purpose	NOUN
ajceb-4653	171	13	.	.	PUNCT
ajceb-4653	172	1	these	these	DET
ajceb-4653	172	2	subjects	subject	NOUN
ajceb-4653	172	3	were	be	AUX
ajceb-4653	172	4	selected	select	VERB
ajceb-4653	172	5	for	for	ADP
ajceb-4653	172	6	the	the	DET
ajceb-4653	172	7	illustrative	illustrative	ADJ
ajceb-4653	172	8	plots	plot	NOUN
ajceb-4653	172	9	because	because	SCONJ
ajceb-4653	172	10	the	the	DET
ajceb-4653	172	11	majority	majority	NOUN
ajceb-4653	172	12	of	of	ADP
ajceb-4653	172	13	their	their	PRON
ajceb-4653	172	14	empirical	empirical	ADJ
ajceb-4653	172	15	blups	blup	NOUN
ajceb-4653	172	16	are	be	AUX
ajceb-4653	172	17	significant	significant	ADJ
ajceb-4653	172	18	at	at	ADP
ajceb-4653	172	19	p	p	X
ajceb-4653	172	20	<	<	X
ajceb-4653	172	21	0.05	0.05	NUM
ajceb-4653	172	22	.	.	PUNCT
ajceb-4653	173	1	it	it	PRON
ajceb-4653	173	2	can	can	AUX
ajceb-4653	173	3	be	be	AUX
ajceb-4653	173	4	clearly	clearly	ADV
ajceb-4653	173	5	seen	see	VERB
ajceb-4653	173	6	that	that	SCONJ
ajceb-4653	173	7	the	the	DET
ajceb-4653	173	8	direction	direction	NOUN
ajceb-4653	173	9	of	of	ADP
ajceb-4653	173	10	the	the	DET
ajceb-4653	173	11	mean	mean	ADJ
ajceb-4653	173	12	mup	mup	NOUN
ajceb-4653	173	13	profiles	profile	NOUN
ajceb-4653	173	14	for	for	ADP
ajceb-4653	173	15	subjects	subject	NOUN
ajceb-4653	173	16	p7	p7	VERB
ajceb-4653	173	17	and	and	CCONJ
ajceb-4653	173	18	f9	f9	PROPN
ajceb-4653	173	19	have	have	AUX
ajceb-4653	173	20	not	not	PART
ajceb-4653	173	21	deviated	deviate	VERB
ajceb-4653	173	22	significantly	significantly	ADV
ajceb-4653	173	23	from	from	ADP
ajceb-4653	173	24	the	the	DET
ajceb-4653	173	25	respective	respective	ADJ
ajceb-4653	173	26	population	population	NOUN
ajceb-4653	173	27	-	-	PUNCT
ajceb-4653	173	28	average	average	ADJ
ajceb-4653	173	29	mup	mup	NOUN
ajceb-4653	173	30	profiles	profile	NOUN
ajceb-4653	173	31	.	.	PUNCT
ajceb-4653	174	1	however	however	ADV
ajceb-4653	174	2	,	,	PUNCT
ajceb-4653	174	3	their	their	PRON
ajceb-4653	174	4	mean	mean	ADJ
ajceb-4653	174	5	mup	mup	NOUN
ajceb-4653	174	6	profiles	profile	NOUN
ajceb-4653	174	7	are	be	AUX
ajceb-4653	174	8	steeper	steep	ADJ
ajceb-4653	174	9	over	over	ADP
ajceb-4653	174	10	time	time	NOUN
ajceb-4653	174	11	,	,	PUNCT
ajceb-4653	174	12	particularly	particularly	ADV
ajceb-4653	174	13	for	for	ADP
ajceb-4653	174	14	subject	subject	ADJ
ajceb-4653	174	15	p7	p7	NOUN
ajceb-4653	174	16	.	.	PUNCT
ajceb-4653	175	1	this	this	PRON
ajceb-4653	175	2	is	be	AUX
ajceb-4653	175	3	mainly	mainly	ADV
ajceb-4653	175	4	due	due	ADJ
ajceb-4653	175	5	to	to	ADP
ajceb-4653	175	6	the	the	DET
ajceb-4653	175	7	larger	large	ADJ
ajceb-4653	175	8	adjustment	adjustment	NOUN
ajceb-4653	175	9	in	in	ADP
ajceb-4653	175	10	the	the	DET
ajceb-4653	175	11	subjects	subject	NOUN
ajceb-4653	175	12	’	'	PUNCT
ajceb-4653	175	13	mup	mup	NOUN
ajceb-4653	175	14	over	over	ADP
ajceb-4653	175	15	each	each	DET
ajceb-4653	175	16	time	time	NOUN
ajceb-4653	175	17	point	point	NOUN
ajceb-4653	175	18	as	as	SCONJ
ajceb-4653	175	19	indicated	indicate	VERB
ajceb-4653	175	20	by	by	ADP
ajceb-4653	175	21	the	the	DET
ajceb-4653	175	22	higher	high	ADJ
ajceb-4653	175	23	empirical	empirical	ADJ
ajceb-4653	175	24	blups	blup	NOUN
ajceb-4653	175	25	for	for	ADP
ajceb-4653	175	26	the	the	DET
ajceb-4653	175	27	slope	slope	NOUN
ajceb-4653	175	28	for	for	ADP
ajceb-4653	175	29	time	time	NOUN
ajceb-4653	175	30	factor	factor	NOUN
ajceb-4653	175	31	(	(	PUNCT
ajceb-4653	175	32	i.e.	i.e.	X
ajceb-4653	175	33	,	,	PUNCT
ajceb-4653	175	34	-2.845	-2.845	NOUN
ajceb-4653	175	35	for	for	ADP
ajceb-4653	175	36	p7	p7	ADJ
ajceb-4653	175	37	,	,	PUNCT
ajceb-4653	175	38	-1.490	-1.490	PUNCT
ajceb-4653	175	39	for	for	ADP
ajceb-4653	175	40	f9	f9	PROPN
ajceb-4653	175	41	)	)	PUNCT
ajceb-4653	175	42	.	.	PUNCT
ajceb-4653	176	1	the	the	DET
ajceb-4653	176	2	mean	mean	ADJ
ajceb-4653	176	3	mup	mup	NOUN
ajceb-4653	176	4	profiles	profile	NOUN
ajceb-4653	176	5	for	for	ADP
ajceb-4653	176	6	subjects	subject	NOUN
ajceb-4653	176	7	p6	p6	VERB
ajceb-4653	176	8	and	and	CCONJ
ajceb-4653	176	9	f1	f1	NOUN
ajceb-4653	176	10	are	be	AUX
ajceb-4653	176	11	,	,	PUNCT
ajceb-4653	176	12	however	however	ADV
ajceb-4653	176	13	,	,	PUNCT
ajceb-4653	176	14	of	of	ADP
ajceb-4653	176	15	opposite	opposite	ADJ
ajceb-4653	176	16	trend	trend	NOUN
ajceb-4653	176	17	compared	compare	VERB
ajceb-4653	176	18	to	to	ADP
ajceb-4653	176	19	the	the	DET
ajceb-4653	176	20	respective	respective	ADJ
ajceb-4653	176	21	population	population	NOUN
ajceb-4653	176	22	-	-	PUNCT
ajceb-4653	176	23	average	average	ADJ
ajceb-4653	176	24	mup	mup	NOUN
ajceb-4653	176	25	profiles	profile	NOUN
ajceb-4653	176	26	.	.	PUNCT
ajceb-4653	177	1	that	that	PRON
ajceb-4653	177	2	is	is	ADV
ajceb-4653	177	3	,	,	PUNCT
ajceb-4653	177	4	their	their	PRON
ajceb-4653	177	5	mean	mean	ADJ
ajceb-4653	177	6	mup	mup	NOUN
ajceb-4653	177	7	profiles	profile	NOUN
ajceb-4653	177	8	increase	increase	VERB
ajceb-4653	177	9	over	over	ADP
ajceb-4653	177	10	time	time	NOUN
ajceb-4653	177	11	and	and	CCONJ
ajceb-4653	177	12	follow	follow	VERB
ajceb-4653	177	13	by	by	ADP
ajceb-4653	177	14	a	a	DET
ajceb-4653	177	15	decreasing	decrease	VERB
ajceb-4653	177	16	trend	trend	NOUN
ajceb-4653	177	17	after	after	ADP
ajceb-4653	177	18	a	a	DET
ajceb-4653	177	19	turning	turning	NOUN
ajceb-4653	177	20	point	point	NOUN
ajceb-4653	177	21	.	.	PUNCT
ajceb-4653	178	1	a	a	DET
ajceb-4653	178	2	possible	possible	ADJ
ajceb-4653	178	3	explanation	explanation	NOUN
ajceb-4653	178	4	is	be	AUX
ajceb-4653	178	5	that	that	SCONJ
ajceb-4653	178	6	subjects	subject	NOUN
ajceb-4653	178	7	p6	p6	VERB
ajceb-4653	178	8	and	and	CCONJ
ajceb-4653	178	9	f1	f1	NOUN
ajceb-4653	178	10	were	be	AUX
ajceb-4653	178	11	successfully	successfully	ADV
ajceb-4653	178	12	in	in	ADP
ajceb-4653	178	13	winning	win	VERB
ajceb-4653	178	14	jobs	job	NOUN
ajceb-4653	178	15	in	in	ADP
ajceb-4653	178	16	earlier	early	ADJ
ajceb-4653	178	17	bidding	bidding	NOUN
ajceb-4653	178	18	rounds	round	NOUN
ajceb-4653	178	19	(	(	PUNCT
ajceb-4653	178	20	i.e.	i.e.	X
ajceb-4653	178	21	,	,	PUNCT
ajceb-4653	178	22	with	with	ADP
ajceb-4653	178	23	high	high	ADJ
ajceb-4653	178	24	current	current	ADJ
ajceb-4653	178	25	workload	workload	NOUN
ajceb-4653	178	26	)	)	PUNCT
ajceb-4653	178	27	and	and	CCONJ
ajceb-4653	178	28	submitted	submit	VERB
ajceb-4653	178	29	less	less	ADV
ajceb-4653	178	30	competitive	competitive	ADJ
ajceb-4653	178	31	bids	bid	NOUN
ajceb-4653	178	32	in	in	ADP
ajceb-4653	178	33	subsequent	subsequent	ADJ
ajceb-4653	178	34	rounds	round	NOUN
ajceb-4653	178	35	,	,	PUNCT
ajceb-4653	178	36	and	and	CCONJ
ajceb-4653	178	37	that	that	SCONJ
ajceb-4653	178	38	they	they	PRON
ajceb-4653	178	39	started	start	VERB
ajceb-4653	178	40	to	to	PART
ajceb-4653	178	41	bid	bid	VERB
ajceb-4653	178	42	competitively	competitively	ADV
ajceb-4653	178	43	for	for	ADP
ajceb-4653	178	44	the	the	DET
ajceb-4653	178	45	last	last	ADJ
ajceb-4653	178	46	few	few	ADJ
ajceb-4653	178	47	bidding	bidding	NOUN
ajceb-4653	178	48	rounds	round	NOUN
ajceb-4653	178	49	when	when	SCONJ
ajceb-4653	178	50	there	there	PRON
ajceb-4653	178	51	was	be	VERB
ajceb-4653	178	52	a	a	DET
ajceb-4653	178	53	need	need	NOUN
ajceb-4653	178	54	for	for	ADP
ajceb-4653	178	55	more	more	ADJ
ajceb-4653	178	56	jobs	job	NOUN
ajceb-4653	178	57	.	.	PUNCT
ajceb-4653	179	1	overall	overall	ADV
ajceb-4653	179	2	,	,	PUNCT
ajceb-4653	179	3	the	the	DET
ajceb-4653	179	4	empirical	empirical	ADJ
ajceb-4653	179	5	blups	blup	NOUN
ajceb-4653	179	6	and	and	CCONJ
ajceb-4653	179	7	the	the	DET
ajceb-4653	179	8	illustrative	illustrative	ADJ
ajceb-4653	179	9	plots	plot	NOUN
ajceb-4653	179	10	clearly	clearly	ADV
ajceb-4653	179	11	demonstrate	demonstrate	VERB
ajceb-4653	179	12	the	the	DET
ajceb-4653	179	13	need	need	NOUN
ajceb-4653	179	14	to	to	PART
ajceb-4653	179	15	consider	consider	VERB
ajceb-4653	179	16	subject	subject	ADJ
ajceb-4653	179	17	-	-	PUNCT
ajceb-4653	179	18	specific	specific	ADJ
ajceb-4653	179	19	effects	effect	NOUN
ajceb-4653	179	20	in	in	ADP
ajceb-4653	179	21	response	response	NOUN
ajceb-4653	179	22	to	to	ADP
ajceb-4653	179	23	the	the	DET
ajceb-4653	179	24	predictor	predictor	NOUN
ajceb-4653	179	25	variables	variable	NOUN
ajceb-4653	179	26	in	in	ADP
ajceb-4653	179	27	examining	examine	VERB
ajceb-4653	179	28	individual	individual	ADJ
ajceb-4653	179	29	bidders	bidder	NOUN
ajceb-4653	179	30	’	'	PUNCT
ajceb-4653	179	31	learning	learn	VERB
ajceb-4653	179	32	in	in	ADP
ajceb-4653	179	33	recurrent	recurrent	ADJ
ajceb-4653	179	34	bidding	bidding	NOUN
ajceb-4653	179	35	.	.	PUNCT
ajceb-4653	180	1	there	there	PRON
ajceb-4653	180	2	is	be	VERB
ajceb-4653	180	3	significant	significant	ADJ
ajceb-4653	180	4	heterogeneity	heterogeneity	NOUN
ajceb-4653	180	5	across	across	ADP
ajceb-4653	180	6	inexperienced	inexperienced	ADJ
ajceb-4653	180	7	individual	individual	ADJ
ajceb-4653	180	8	bidders	bidder	NOUN
ajceb-4653	180	9	’	'	PUNCT
ajceb-4653	180	10	learning	learn	VERB
ajceb-4653	180	11	in	in	ADP
ajceb-4653	180	12	recurrent	recurrent	ADJ
ajceb-4653	180	13	bidding	bidding	NOUN
ajceb-4653	180	14	(	(	PUNCT
ajceb-4653	180	15	which	which	PRON
ajceb-4653	180	16	is	be	AUX
ajceb-4653	180	17	reflected	reflect	VERB
ajceb-4653	180	18	in	in	ADP
ajceb-4653	180	19	the	the	DET
ajceb-4653	180	20	varying	vary	VERB
ajceb-4653	180	21	individual	individual	ADJ
ajceb-4653	180	22	bidders	bidder	NOUN
ajceb-4653	180	23	’	’	PART
ajceb-4653	180	24	intercepts	intercept	NOUN
ajceb-4653	180	25	and	and	CCONJ
ajceb-4653	180	26	slopes	slope	NOUN
ajceb-4653	180	27	)	)	PUNCT
ajceb-4653	180	28	.	.	PUNCT
ajceb-4653	181	1	the	the	DET
ajceb-4653	181	2	learning	learn	VERB
ajceb-4653	181	3	curve	curve	NOUN
ajceb-4653	181	4	of	of	ADP
ajceb-4653	181	5	each	each	DET
ajceb-4653	181	6	individual	individual	ADJ
ajceb-4653	181	7	bidder	bidder	NOUN
ajceb-4653	181	8	is	be	AUX
ajceb-4653	181	9	unique	unique	ADJ
ajceb-4653	181	10	.	.	PUNCT
ajceb-4653	182	1	hypothesis	hypothesis	NOUN
ajceb-4653	182	2	h4	h4	PROPN
ajceb-4653	182	3	is	be	AUX
ajceb-4653	182	4	thus	thus	ADV
ajceb-4653	182	5	supported	support	VERB
ajceb-4653	182	6	.	.	PUNCT
ajceb-4653	183	1	the	the	DET
ajceb-4653	183	2	existence	existence	NOUN
ajceb-4653	183	3	of	of	ADP
ajceb-4653	183	4	heterogeneity	heterogeneity	NOUN
ajceb-4653	183	5	across	across	ADP
ajceb-4653	183	6	bidders	bidder	NOUN
ajceb-4653	183	7	in	in	ADP
ajceb-4653	183	8	modelling	model	VERB
ajceb-4653	183	9	their	their	PRON
ajceb-4653	183	10	bidding	bidding	NOUN
ajceb-4653	183	11	behavior	behavior	NOUN
ajceb-4653	183	12	were	be	AUX
ajceb-4653	183	13	also	also	ADV
ajceb-4653	183	14	detected	detect	VERB
ajceb-4653	183	15	in	in	ADP
ajceb-4653	183	16	oo	oo	PROPN
ajceb-4653	183	17	,	,	PUNCT
ajceb-4653	183	18	drew	draw	VERB
ajceb-4653	183	19	and	and	CCONJ
ajceb-4653	183	20	lo	lo	PROPN
ajceb-4653	183	21	(	(	PUNCT
ajceb-4653	183	22	2007	2007	NUM
ajceb-4653	183	23	;	;	PUNCT
ajceb-4653	183	24	2008	2008	NUM
ajceb-4653	183	25	;	;	PUNCT
ajceb-4653	183	26	2010a	2010a	NUM
ajceb-4653	183	27	)	)	PUNCT
ajceb-4653	183	28	,	,	PUNCT
ajceb-4653	183	29	oo	oo	INTJ
ajceb-4653	183	30	,	,	PUNCT
ajceb-4653	183	31	drew	draw	VERB
ajceb-4653	183	32	and	and	CCONJ
ajceb-4653	183	33	runeson	runeson	NOUN
ajceb-4653	183	34	(	(	PUNCT
ajceb-4653	183	35	2010b	2010b	NUM
ajceb-4653	183	36	)	)	PUNCT
ajceb-4653	183	37	and	and	CCONJ
ajceb-4653	183	38	oo	oo	INTJ
ajceb-4653	183	39	,	,	PUNCT
ajceb-4653	183	40	lo	lo	PROPN
ajceb-4653	183	41	and	and	CCONJ
ajceb-4653	183	42	lim	lim	PROPN
ajceb-4653	183	43	(	(	PUNCT
ajceb-4653	183	44	2012	2012	NUM
ajceb-4653	183	45	)	)	PUNCT
ajceb-4653	183	46	,	,	PUNCT
ajceb-4653	183	47	suggesting	suggest	VERB
ajceb-4653	183	48	that	that	SCONJ
ajceb-4653	183	49	ignoring	ignore	VERB
ajceb-4653	183	50	individual	individual	ADJ
ajceb-4653	183	51	effects	effect	NOUN
ajceb-4653	183	52	or	or	CCONJ
ajceb-4653	183	53	heterogeneities	heterogeneity	NOUN
ajceb-4653	183	54	that	that	PRON
ajceb-4653	183	55	exist	exist	VERB
ajceb-4653	183	56	in	in	ADP
ajceb-4653	183	57	the	the	DET
ajceb-4653	183	58	population	population	NOUN
ajceb-4653	183	59	could	could	AUX
ajceb-4653	183	60	lead	lead	VERB
ajceb-4653	183	61	to	to	ADP
ajceb-4653	183	62	inconsistent	inconsistent	ADJ
ajceb-4653	183	63	and	and	CCONJ
ajceb-4653	183	64	meaningless	meaningless	ADJ
ajceb-4653	183	65	estimates	estimate	NOUN
ajceb-4653	183	66	of	of	ADP
ajceb-4653	183	67	interesting	interesting	ADJ
ajceb-4653	183	68	parameters	parameter	NOUN
ajceb-4653	183	69	(	(	PUNCT
ajceb-4653	183	70	hsiao	hsiao	PROPN
ajceb-4653	183	71	,	,	PUNCT
ajceb-4653	183	72	2003	2003	NUM
ajceb-4653	183	73	)	)	PUNCT
ajceb-4653	183	74	.	.	PUNCT
ajceb-4653	184	1	construction	construction	NOUN
ajceb-4653	184	2	economics	economic	NOUN
ajceb-4653	184	3	and	and	CCONJ
ajceb-4653	184	4	building	building	NOUN
ajceb-4653	184	5	,	,	PUNCT
ajceb-4653	184	6	15(4	15(4	NUM
ajceb-4653	184	7	)	)	PUNCT
ajceb-4653	184	8	,	,	PUNCT
ajceb-4653	184	9	16	16	NUM
ajceb-4653	184	10	-	-	SYM
ajceb-4653	184	11	29	29	NUM
ajceb-4653	184	12	oo	oo	NOUN
ajceb-4653	184	13	,	,	PUNCT
ajceb-4653	184	14	ling	ling	PROPN
ajceb-4653	184	15	and	and	CCONJ
ajceb-4653	184	16	soo	soo	PROPN
ajceb-4653	184	17	26	26	NUM
ajceb-4653	184	18	figure	figure	NOUN
ajceb-4653	184	19	2	2	NUM
ajceb-4653	184	20	:	:	PUNCT
ajceb-4653	184	21	subject	subject	ADJ
ajceb-4653	184	22	-	-	PUNCT
ajceb-4653	184	23	specific	specific	ADJ
ajceb-4653	184	24	predicted	predict	VERB
ajceb-4653	184	25	profiles	profile	NOUN
ajceb-4653	184	26	over	over	ADP
ajceb-4653	184	27	time	time	NOUN
ajceb-4653	184	28	(	(	PUNCT
ajceb-4653	184	29	subjects	subject	NOUN
ajceb-4653	184	30	p6	p6	VERB
ajceb-4653	184	31	and	and	CCONJ
ajceb-4653	184	32	p7	p7	VERB
ajceb-4653	184	33	in	in	ADP
ajceb-4653	184	34	partial	partial	ADJ
ajceb-4653	184	35	information	information	NOUN
ajceb-4653	184	36	feedback	feedback	NOUN
ajceb-4653	184	37	group	group	NOUN
ajceb-4653	184	38	,	,	PUNCT
ajceb-4653	184	39	and	and	CCONJ
ajceb-4653	184	40	subjects	subject	NOUN
ajceb-4653	184	41	f1	f1	NOUN
ajceb-4653	184	42	and	and	CCONJ
ajceb-4653	184	43	f9	f9	PROPN
ajceb-4653	184	44	in	in	ADP
ajceb-4653	184	45	full	full	ADJ
ajceb-4653	184	46	information	information	NOUN
ajceb-4653	184	47	feedback	feedback	NOUN
ajceb-4653	184	48	group	group	NOUN
ajceb-4653	184	49	for	for	ADP
ajceb-4653	184	50	scenario	scenario	NOUN
ajceb-4653	184	51	s	s	PART
ajceb-4653	184	52	=	=	SYM
ajceb-4653	184	53	1	1	NUM
ajceb-4653	184	54	,	,	PUNCT
ajceb-4653	184	55	and	and	CCONJ
ajceb-4653	184	56	the	the	DET
ajceb-4653	184	57	corresponding	corresponding	ADJ
ajceb-4653	184	58	population	population	NOUN
ajceb-4653	184	59	-	-	PUNCT
ajceb-4653	184	60	average	average	NOUN
ajceb-4653	184	61	predicted	predict	VERB
ajceb-4653	184	62	profiles	profile	NOUN
ajceb-4653	184	63	are	be	AUX
ajceb-4653	184	64	in	in	ADP
ajceb-4653	184	65	thicker	thick	ADJ
ajceb-4653	184	66	solid	solid	ADJ
ajceb-4653	184	67	lines	line	NOUN
ajceb-4653	184	68	)	)	PUNCT
ajceb-4653	184	69	the	the	DET
ajceb-4653	184	70	above	above	ADJ
ajceb-4653	184	71	empirical	empirical	ADJ
ajceb-4653	184	72	results	result	NOUN
ajceb-4653	184	73	demonstrate	demonstrate	VERB
ajceb-4653	184	74	that	that	SCONJ
ajceb-4653	184	75	learning	learning	NOUN
ajceb-4653	184	76	occurs	occur	VERB
ajceb-4653	184	77	through	through	ADP
ajceb-4653	184	78	recurrent	recurrent	ADJ
ajceb-4653	184	79	bidding	bidding	NOUN
ajceb-4653	184	80	among	among	ADP
ajceb-4653	184	81	the	the	DET
ajceb-4653	184	82	inexperienced	inexperienced	ADJ
ajceb-4653	184	83	bidders	bidder	NOUN
ajceb-4653	184	84	.	.	PUNCT
ajceb-4653	185	1	the	the	DET
ajceb-4653	185	2	individual	individual	ADJ
ajceb-4653	185	3	bidders	bidder	NOUN
ajceb-4653	185	4	’	'	PUNCT
ajceb-4653	185	5	learning	learn	VERB
ajceb-4653	185	6	trends	trend	NOUN
ajceb-4653	185	7	are	be	AUX
ajceb-4653	185	8	reflected	reflect	VERB
ajceb-4653	185	9	in	in	ADP
ajceb-4653	185	10	the	the	DET
ajceb-4653	185	11	variations	variation	NOUN
ajceb-4653	185	12	of	of	ADP
ajceb-4653	185	13	their	their	PRON
ajceb-4653	185	14	bids	bid	NOUN
ajceb-4653	185	15	over	over	ADP
ajceb-4653	185	16	time	time	NOUN
ajceb-4653	185	17	in	in	ADP
ajceb-4653	185	18	consideration	consideration	NOUN
ajceb-4653	185	19	of	of	ADP
ajceb-4653	185	20	the	the	DET
ajceb-4653	185	21	feedback	feedback	NOUN
ajceb-4653	185	22	information	information	NOUN
ajceb-4653	185	23	conditions	condition	NOUN
ajceb-4653	185	24	and	and	CCONJ
ajceb-4653	185	25	their	their	PRON
ajceb-4653	185	26	bidding	bidding	NOUN
ajceb-4653	185	27	success	success	NOUN
ajceb-4653	185	28	in	in	ADP
ajceb-4653	185	29	the	the	DET
ajceb-4653	185	30	preceding	precede	VERB
ajceb-4653	185	31	round	round	NOUN
ajceb-4653	185	32	.	.	PUNCT
ajceb-4653	186	1	although	although	SCONJ
ajceb-4653	186	2	there	there	PRON
ajceb-4653	186	3	is	be	VERB
ajceb-4653	186	4	insignificant	insignificant	ADJ
ajceb-4653	186	5	variability	variability	NOUN
ajceb-4653	186	6	between	between	ADP
ajceb-4653	186	7	bidders	bidder	NOUN
ajceb-4653	186	8	in	in	ADP
ajceb-4653	186	9	response	response	NOUN
ajceb-4653	186	10	to	to	ADP
ajceb-4653	186	11	the	the	DET
ajceb-4653	186	12	feedback	feedback	NOUN
ajceb-4653	186	13	information	information	NOUN
ajceb-4653	186	14	conditions	condition	NOUN
ajceb-4653	186	15	(	(	PUNCT
ajceb-4653	186	16	i.e.	i.e.	X
ajceb-4653	186	17	,	,	PUNCT
ajceb-4653	186	18	the	the	DET
ajceb-4653	186	19	insignificant	insignificant	ADJ
ajceb-4653	186	20	random	random	ADJ
ajceb-4653	186	21	effect	effect	NOUN
ajceb-4653	186	22	of	of	ADP
ajceb-4653	186	23	information	information	NOUN
ajceb-4653	186	24	feedback	feedback	NOUN
ajceb-4653	186	25	group	group	NOUN
ajceb-4653	186	26	,	,	PUNCT
ajceb-4653	186	27	g	g	PROPN
ajceb-4653	186	28	)	)	PUNCT
ajceb-4653	186	29	,	,	PUNCT
ajceb-4653	186	30	this	this	DET
ajceb-4653	186	31	predictor	predictor	NOUN
ajceb-4653	186	32	variable	variable	NOUN
ajceb-4653	186	33	does	do	AUX
ajceb-4653	186	34	affect	affect	VERB
ajceb-4653	186	35	all	all	DET
ajceb-4653	186	36	individual	individual	ADJ
ajceb-4653	186	37	bidders	bidder	NOUN
ajceb-4653	186	38	in	in	ADP
ajceb-4653	186	39	the	the	DET
ajceb-4653	186	40	samples	sample	NOUN
ajceb-4653	186	41	involved	involve	VERB
ajceb-4653	186	42	as	as	ADP
ajceb-4653	186	43	a	a	DET
ajceb-4653	186	44	whole	whole	NOUN
ajceb-4653	186	45	.	.	PUNCT
ajceb-4653	187	1	the	the	DET
ajceb-4653	187	2	insignificance	insignificance	NOUN
ajceb-4653	187	3	can	can	AUX
ajceb-4653	187	4	be	be	AUX
ajceb-4653	187	5	partly	partly	ADV
ajceb-4653	187	6	explained	explain	VERB
ajceb-4653	187	7	by	by	ADP
ajceb-4653	187	8	the	the	DET
ajceb-4653	187	9	fact	fact	NOUN
ajceb-4653	187	10	that	that	SCONJ
ajceb-4653	187	11	the	the	DET
ajceb-4653	187	12	partial	partial	ADJ
ajceb-4653	187	13	or	or	CCONJ
ajceb-4653	187	14	full	full	ADJ
ajceb-4653	187	15	information	information	NOUN
ajceb-4653	187	16	feedback	feedback	NOUN
ajceb-4653	187	17	condition	condition	NOUN
ajceb-4653	187	18	was	be	AUX
ajceb-4653	187	19	considered	consider	VERB
ajceb-4653	187	20	adequate	adequate	ADJ
ajceb-4653	187	21	by	by	ADP
ajceb-4653	187	22	the	the	DET
ajceb-4653	187	23	individual	individual	ADJ
ajceb-4653	187	24	bidders	bidder	NOUN
ajceb-4653	187	25	concerned	concern	VERB
ajceb-4653	187	26	,	,	PUNCT
ajceb-4653	187	27	and	and	CCONJ
ajceb-4653	187	28	did	do	AUX
ajceb-4653	187	29	not	not	PART
ajceb-4653	187	30	cause	cause	VERB
ajceb-4653	187	31	significant	significant	ADJ
ajceb-4653	187	32	variations	variation	NOUN
ajceb-4653	187	33	in	in	ADP
ajceb-4653	187	34	their	their	PRON
ajceb-4653	187	35	responses	response	NOUN
ajceb-4653	187	36	since	since	SCONJ
ajceb-4653	187	37	they	they	PRON
ajceb-4653	187	38	all	all	PRON
ajceb-4653	187	39	have	have	VERB
ajceb-4653	187	40	access	access	NOUN
ajceb-4653	187	41	to	to	ADP
ajceb-4653	187	42	winning	win	VERB
ajceb-4653	187	43	bids	bid	NOUN
ajceb-4653	187	44	in	in	ADP
ajceb-4653	187	45	both	both	DET
ajceb-4653	187	46	information	information	NOUN
ajceb-4653	187	47	feedback	feedback	NOUN
ajceb-4653	187	48	conditions	condition	NOUN
ajceb-4653	187	49	.	.	PUNCT
ajceb-4653	188	1	there	there	PRON
ajceb-4653	188	2	is	be	VERB
ajceb-4653	188	3	evidence	evidence	NOUN
ajceb-4653	188	4	in	in	ADP
ajceb-4653	188	5	the	the	DET
ajceb-4653	188	6	literature	literature	NOUN
ajceb-4653	188	7	that	that	PRON
ajceb-4653	188	8	the	the	DET
ajceb-4653	188	9	critical	critical	ADJ
ajceb-4653	188	10	feedback	feedback	NOUN
ajceb-4653	188	11	information	information	NOUN
ajceb-4653	188	12	is	be	AUX
ajceb-4653	188	13	the	the	DET
ajceb-4653	188	14	winning	win	VERB
ajceb-4653	188	15	bids	bid	NOUN
ajceb-4653	188	16	and	and	CCONJ
ajceb-4653	188	17	bidders	bidder	NOUN
ajceb-4653	188	18	tend	tend	VERB
ajceb-4653	188	19	to	to	PART
ajceb-4653	188	20	base	base	VERB
ajceb-4653	188	21	their	their	PRON
ajceb-4653	188	22	bids	bid	NOUN
ajceb-4653	188	23	on	on	ADP
ajceb-4653	188	24	the	the	DET
ajceb-4653	188	25	winning	win	VERB
ajceb-4653	188	26	bids	bid	NOUN
ajceb-4653	188	27	(	(	PUNCT
ajceb-4653	188	28	engelbrecht	engelbrecht	NOUN
ajceb-4653	188	29	-	-	PUNCT
ajceb-4653	188	30	wiggans	wiggan	NOUN
ajceb-4653	188	31	and	and	CCONJ
ajceb-4653	188	32	katok	katok	NOUN
ajceb-4653	188	33	,	,	PUNCT
ajceb-4653	188	34	2008	2008	NUM
ajceb-4653	188	35	;	;	PUNCT
ajceb-4653	188	36	neugebauer	neugebauer	NOUN
ajceb-4653	188	37	and	and	CCONJ
ajceb-4653	188	38	perote	perote	VERB
ajceb-4653	188	39	,	,	PUNCT
ajceb-4653	188	40	2008	2008	NUM
ajceb-4653	188	41	)	)	PUNCT
ajceb-4653	188	42	.	.	PUNCT
ajceb-4653	189	1	nonetheless	nonetheless	ADV
ajceb-4653	189	2	,	,	PUNCT
ajceb-4653	189	3	the	the	DET
ajceb-4653	189	4	results	result	NOUN
ajceb-4653	189	5	show	show	VERB
ajceb-4653	189	6	that	that	SCONJ
ajceb-4653	189	7	the	the	DET
ajceb-4653	189	8	learning	learn	VERB
ajceb-4653	189	9	curve	curve	NOUN
ajceb-4653	189	10	of	of	ADP
ajceb-4653	189	11	each	each	DET
ajceb-4653	189	12	individual	individual	ADJ
ajceb-4653	189	13	bidder	bidder	NOUN
ajceb-4653	189	14	is	be	AUX
ajceb-4653	189	15	unique	unique	ADJ
ajceb-4653	189	16	,	,	PUNCT
ajceb-4653	189	17	and	and	CCONJ
ajceb-4653	189	18	that	that	SCONJ
ajceb-4653	189	19	bidders	bidder	NOUN
ajceb-4653	189	20	in	in	ADP
ajceb-4653	189	21	the	the	DET
ajceb-4653	189	22	full	full	ADJ
ajceb-4653	189	23	information	information	NOUN
ajceb-4653	189	24	feedback	feedback	NOUN
ajceb-4653	189	25	group	group	NOUN
ajceb-4653	189	26	are	be	AUX
ajceb-4653	189	27	generally	generally	ADV
ajceb-4653	189	28	more	more	ADV
ajceb-4653	189	29	competitive	competitive	ADJ
ajceb-4653	189	30	than	than	ADP
ajceb-4653	189	31	those	those	PRON
ajceb-4653	189	32	in	in	ADP
ajceb-4653	189	33	partial	partial	ADJ
ajceb-4653	189	34	information	information	NOUN
ajceb-4653	189	35	feedback	feedback	NOUN
ajceb-4653	189	36	group	group	NOUN
ajceb-4653	189	37	.	.	PUNCT
ajceb-4653	190	1	the	the	DET
ajceb-4653	190	2	best	well	ADV
ajceb-4653	190	3	-	-	PUNCT
ajceb-4653	190	4	fit	fit	NOUN
ajceb-4653	190	5	lmm	lmm	PROPN
ajceb-4653	190	6	and	and	CCONJ
ajceb-4653	190	7	the	the	DET
ajceb-4653	190	8	predicted	predict	VERB
ajceb-4653	190	9	individual	individual	ADJ
ajceb-4653	190	10	bidders	bidder	NOUN
ajceb-4653	190	11	’	'	PUNCT
ajceb-4653	190	12	mean	mean	PROPN
ajceb-4653	190	13	mup	mup	NOUN
ajceb-4653	190	14	profiles	profile	NOUN
ajceb-4653	190	15	clearly	clearly	ADV
ajceb-4653	190	16	have	have	VERB
ajceb-4653	190	17	implications	implication	NOUN
ajceb-4653	190	18	for	for	ADP
ajceb-4653	190	19	both	both	DET
ajceb-4653	190	20	clients	client	NOUN
ajceb-4653	190	21	and	and	CCONJ
ajceb-4653	190	22	contractors	contractor	NOUN
ajceb-4653	190	23	.	.	PUNCT
ajceb-4653	191	1	for	for	ADP
ajceb-4653	191	2	clients	client	NOUN
ajceb-4653	191	3	,	,	PUNCT
ajceb-4653	191	4	they	they	PRON
ajceb-4653	191	5	should	should	AUX
ajceb-4653	191	6	consider	consider	VERB
ajceb-4653	191	7	providing	provide	VERB
ajceb-4653	191	8	adequate	adequate	ADJ
ajceb-4653	191	9	bidding	bidding	NOUN
ajceb-4653	191	10	feedback	feedback	NOUN
ajceb-4653	191	11	information	information	NOUN
ajceb-4653	191	12	in	in	ADP
ajceb-4653	191	13	their	their	PRON
ajceb-4653	191	14	procurement	procurement	NOUN
ajceb-4653	191	15	policy	policy	NOUN
ajceb-4653	191	16	in	in	ADP
ajceb-4653	191	17	order	order	NOUN
ajceb-4653	191	18	to	to	PART
ajceb-4653	191	19	obtain	obtain	VERB
ajceb-4653	191	20	competitive	competitive	ADJ
ajceb-4653	191	21	bid	bid	NOUN
ajceb-4653	191	22	prices	price	NOUN
ajceb-4653	191	23	.	.	PUNCT
ajceb-4653	192	1	here	here	ADV
ajceb-4653	192	2	,	,	PUNCT
ajceb-4653	192	3	there	there	PRON
ajceb-4653	192	4	is	be	VERB
ajceb-4653	192	5	evidence	evidence	NOUN
ajceb-4653	192	6	that	that	SCONJ
ajceb-4653	192	7	full	full	ADJ
ajceb-4653	192	8	information	information	NOUN
ajceb-4653	192	9	feedback	feedback	NOUN
ajceb-4653	192	10	condition	condition	NOUN
ajceb-4653	192	11	would	would	AUX
ajceb-4653	192	12	lead	lead	VERB
ajceb-4653	192	13	to	to	ADP
ajceb-4653	192	14	lower	low	ADJ
ajceb-4653	192	15	average	average	ADJ
ajceb-4653	192	16	bids	bid	NOUN
ajceb-4653	192	17	.	.	PUNCT
ajceb-4653	193	1	also	also	ADV
ajceb-4653	193	2	,	,	PUNCT
ajceb-4653	193	3	clients	client	NOUN
ajceb-4653	193	4	may	may	AUX
ajceb-4653	193	5	consider	consider	VERB
ajceb-4653	193	6	excluding	exclude	VERB
ajceb-4653	193	7	bidders	bidder	NOUN
ajceb-4653	193	8	with	with	ADP
ajceb-4653	193	9	high	high	ADJ
ajceb-4653	193	10	bidding	bidding	NOUN
ajceb-4653	193	11	success	success	NOUN
ajceb-4653	193	12	rate	rate	NOUN
ajceb-4653	193	13	in	in	ADP
ajceb-4653	193	14	their	their	PRON
ajceb-4653	193	15	tenderer	tender	ADJ
ajceb-4653	193	16	list	list	NOUN
ajceb-4653	193	17	in	in	ADP
ajceb-4653	193	18	attempts	attempt	NOUN
ajceb-4653	193	19	to	to	PART
ajceb-4653	193	20	enhance	enhance	VERB
ajceb-4653	193	21	efficiency	efficiency	NOUN
ajceb-4653	193	22	of	of	ADP
ajceb-4653	193	23	their	their	PRON
ajceb-4653	193	24	procurement	procurement	NOUN
ajceb-4653	193	25	process	process	NOUN
ajceb-4653	193	26	,	,	PUNCT
ajceb-4653	193	27	given	give	VERB
ajceb-4653	193	28	that	that	SCONJ
ajceb-4653	193	29	this	this	DET
ajceb-4653	193	30	group	group	NOUN
ajceb-4653	193	31	of	of	ADP
ajceb-4653	193	32	bidders	bidder	NOUN
ajceb-4653	193	33	are	be	AUX
ajceb-4653	193	34	likely	likely	ADJ
ajceb-4653	193	35	to	to	PART
ajceb-4653	193	36	submit	submit	VERB
ajceb-4653	193	37	less	less	ADV
ajceb-4653	193	38	competitive	competitive	ADJ
ajceb-4653	193	39	bids	bid	NOUN
ajceb-4653	193	40	.	.	PUNCT
ajceb-4653	194	1	the	the	DET
ajceb-4653	194	2	predicted	predict	VERB
ajceb-4653	194	3	individual	individual	ADJ
ajceb-4653	194	4	bidders	bidder	NOUN
ajceb-4653	194	5	’	'	PUNCT
ajceb-4653	194	6	mean	mean	PROPN
ajceb-4653	194	7	mup	mup	NOUN
ajceb-4653	194	8	profiles	profile	NOUN
ajceb-4653	194	9	,	,	PUNCT
ajceb-4653	194	10	on	on	ADP
ajceb-4653	194	11	the	the	DET
ajceb-4653	194	12	other	other	ADJ
ajceb-4653	194	13	hand	hand	NOUN
ajceb-4653	194	14	,	,	PUNCT
ajceb-4653	194	15	provide	provide	VERB
ajceb-4653	194	16	an	an	DET
ajceb-4653	194	17	individual	individual	ADJ
ajceb-4653	194	18	bidder	bidder	NOUN
ajceb-4653	194	19	concerned	concern	VERB
ajceb-4653	194	20	with	with	ADP
ajceb-4653	194	21	an	an	DET
ajceb-4653	194	22	insight	insight	NOUN
ajceb-4653	194	23	into	into	ADP
ajceb-4653	194	24	its	its	PRON
ajceb-4653	194	25	bidding	bidding	NOUN
ajceb-4653	194	26	competitiveness	competitiveness	NOUN
ajceb-4653	194	27	over	over	ADP
ajceb-4653	194	28	time	time	NOUN
ajceb-4653	194	29	.	.	PUNCT
ajceb-4653	195	1	in	in	ADP
ajceb-4653	195	2	addition	addition	NOUN
ajceb-4653	195	3	,	,	PUNCT
ajceb-4653	195	4	the	the	DET
ajceb-4653	195	5	proposed	propose	VERB
ajceb-4653	195	6	p6	p6	NOUN
ajceb-4653	195	7	p7	p7	VERB
ajceb-4653	195	8	f9	f9	PROPN
ajceb-4653	195	9	f1	f1	NOUN
ajceb-4653	195	10	construction	construction	NOUN
ajceb-4653	195	11	economics	economic	NOUN
ajceb-4653	195	12	and	and	CCONJ
ajceb-4653	195	13	building	building	NOUN
ajceb-4653	195	14	,	,	PUNCT
ajceb-4653	195	15	15(4	15(4	NUM
ajceb-4653	195	16	)	)	PUNCT
ajceb-4653	195	17	,	,	PUNCT
ajceb-4653	195	18	16	16	NUM
ajceb-4653	195	19	-	-	SYM
ajceb-4653	195	20	29	29	NUM
ajceb-4653	195	21	oo	oo	NOUN
ajceb-4653	195	22	,	,	PUNCT
ajceb-4653	195	23	ling	ling	PROPN
ajceb-4653	195	24	and	and	CCONJ
ajceb-4653	195	25	soo	soo	PROPN
ajceb-4653	195	26	27	27	NUM
ajceb-4653	195	27	model	model	NOUN
ajceb-4653	195	28	has	have	VERB
ajceb-4653	195	29	many	many	ADJ
ajceb-4653	195	30	potential	potential	ADJ
ajceb-4653	195	31	uses	use	NOUN
ajceb-4653	195	32	in	in	ADP
ajceb-4653	195	33	competitor	competitor	NOUN
ajceb-4653	195	34	analysis	analysis	NOUN
ajceb-4653	195	35	,	,	PUNCT
ajceb-4653	195	36	as	as	ADP
ajceb-4653	195	37	part	part	NOUN
ajceb-4653	195	38	of	of	ADP
ajceb-4653	195	39	a	a	DET
ajceb-4653	195	40	more	more	ADV
ajceb-4653	195	41	informed	informed	ADJ
ajceb-4653	195	42	approach	approach	NOUN
ajceb-4653	195	43	in	in	ADP
ajceb-4653	195	44	identifying	identify	VERB
ajceb-4653	195	45	key	key	ADJ
ajceb-4653	195	46	competitors	competitor	NOUN
ajceb-4653	195	47	,	,	PUNCT
ajceb-4653	195	48	and	and	CCONJ
ajceb-4653	195	49	as	as	ADP
ajceb-4653	195	50	a	a	DET
ajceb-4653	195	51	basis	basis	NOUN
ajceb-4653	195	52	for	for	ADP
ajceb-4653	195	53	formulating	formulate	VERB
ajceb-4653	195	54	bidding	bidding	NOUN
ajceb-4653	195	55	strategies	strategy	NOUN
ajceb-4653	195	56	.	.	PUNCT
ajceb-4653	196	1	conclusions	conclusion	NOUN
ajceb-4653	196	2	this	this	DET
ajceb-4653	196	3	paper	paper	NOUN
ajceb-4653	196	4	presents	present	VERB
ajceb-4653	196	5	a	a	DET
ajceb-4653	196	6	statistical	statistical	ADJ
ajceb-4653	196	7	model	model	NOUN
ajceb-4653	196	8	on	on	ADP
ajceb-4653	196	9	inexperienced	inexperienced	ADJ
ajceb-4653	196	10	individual	individual	ADJ
ajceb-4653	196	11	bidders	bidder	NOUN
ajceb-4653	196	12	’	'	PUNCT
ajceb-4653	196	13	learning	learn	VERB
ajceb-4653	196	14	in	in	ADP
ajceb-4653	196	15	recurrent	recurrent	ADJ
ajceb-4653	196	16	construction	construction	NOUN
ajceb-4653	196	17	bidding	bidding	NOUN
ajceb-4653	196	18	under	under	ADP
ajceb-4653	196	19	partial	partial	ADJ
ajceb-4653	196	20	and	and	CCONJ
ajceb-4653	196	21	full	full	ADJ
ajceb-4653	196	22	information	information	NOUN
ajceb-4653	196	23	feedback	feedback	NOUN
ajceb-4653	196	24	conditions	condition	NOUN
ajceb-4653	196	25	.	.	PUNCT
ajceb-4653	197	1	the	the	DET
ajceb-4653	197	2	predictor	predictor	NOUN
ajceb-4653	197	3	variables	variable	VERB
ajceb-4653	197	4	in	in	ADP
ajceb-4653	197	5	the	the	DET
ajceb-4653	197	6	best	good	ADJ
ajceb-4653	197	7	-	-	PUNCT
ajceb-4653	197	8	fit	fit	ADJ
ajceb-4653	197	9	linear	linear	ADJ
ajceb-4653	197	10	mixed	mixed	ADJ
ajceb-4653	197	11	model	model	NOUN
ajceb-4653	197	12	are	be	AUX
ajceb-4653	197	13	:	:	PUNCT
ajceb-4653	197	14	time	time	NOUN
ajceb-4653	197	15	factor	factor	NOUN
ajceb-4653	197	16	,	,	PUNCT
ajceb-4653	197	17	information	information	NOUN
ajceb-4653	197	18	feedback	feedback	NOUN
ajceb-4653	197	19	conditions	condition	NOUN
ajceb-4653	197	20	and	and	CCONJ
ajceb-4653	197	21	bidding	bid	VERB
ajceb-4653	197	22	success	success	NOUN
ajceb-4653	197	23	rate	rate	NOUN
ajceb-4653	197	24	in	in	ADP
ajceb-4653	197	25	the	the	DET
ajceb-4653	197	26	preceding	precede	VERB
ajceb-4653	197	27	round	round	NOUN
ajceb-4653	197	28	.	.	PUNCT
ajceb-4653	198	1	the	the	DET
ajceb-4653	198	2	results	result	NOUN
ajceb-4653	198	3	show	show	VERB
ajceb-4653	198	4	nonlinearity	nonlinearity	NOUN
ajceb-4653	198	5	and	and	CCONJ
ajceb-4653	198	6	curvature	curvature	NOUN
ajceb-4653	198	7	in	in	ADP
ajceb-4653	198	8	the	the	DET
ajceb-4653	198	9	bidders	bidder	NOUN
ajceb-4653	198	10	’	'	PUNCT
ajceb-4653	198	11	learning	learn	VERB
ajceb-4653	198	12	curves	curve	NOUN
ajceb-4653	198	13	.	.	PUNCT
ajceb-4653	199	1	their	their	PRON
ajceb-4653	199	2	learning	learn	VERB
ajceb-4653	199	3	curves	curve	NOUN
ajceb-4653	199	4	follow	follow	VERB
ajceb-4653	199	5	a	a	DET
ajceb-4653	199	6	decreasing	decrease	VERB
ajceb-4653	199	7	trend	trend	NOUN
ajceb-4653	199	8	with	with	ADP
ajceb-4653	199	9	more	more	ADV
ajceb-4653	199	10	competitive	competitive	ADJ
ajceb-4653	199	11	bids	bid	NOUN
ajceb-4653	199	12	at	at	ADP
ajceb-4653	199	13	the	the	DET
ajceb-4653	199	14	start	start	VERB
ajceb-4653	199	15	-	-	PUNCT
ajceb-4653	199	16	up	up	ADP
ajceb-4653	199	17	learning	learning	NOUN
ajceb-4653	199	18	phase	phase	NOUN
ajceb-4653	199	19	before	before	ADP
ajceb-4653	199	20	an	an	DET
ajceb-4653	199	21	increasing	increase	VERB
ajceb-4653	199	22	trend	trend	NOUN
ajceb-4653	199	23	with	with	ADP
ajceb-4653	199	24	less	less	ADV
ajceb-4653	199	25	competitive	competitive	ADJ
ajceb-4653	199	26	bids	bid	NOUN
ajceb-4653	199	27	after	after	ADP
ajceb-4653	199	28	a	a	DET
ajceb-4653	199	29	period	period	NOUN
ajceb-4653	199	30	of	of	ADP
ajceb-4653	199	31	time	time	NOUN
ajceb-4653	199	32	for	for	ADP
ajceb-4653	199	33	both	both	DET
ajceb-4653	199	34	information	information	NOUN
ajceb-4653	199	35	feedback	feedback	NOUN
ajceb-4653	199	36	conditions	condition	NOUN
ajceb-4653	199	37	.	.	PUNCT
ajceb-4653	200	1	there	there	PRON
ajceb-4653	200	2	is	be	VERB
ajceb-4653	200	3	an	an	DET
ajceb-4653	200	4	absence	absence	NOUN
ajceb-4653	200	5	of	of	ADP
ajceb-4653	200	6	steady	steady	ADJ
ajceb-4653	200	7	-	-	PUNCT
ajceb-4653	200	8	state	state	NOUN
ajceb-4653	200	9	learning	learning	NOUN
ajceb-4653	200	10	phase	phase	NOUN
ajceb-4653	200	11	among	among	ADP
ajceb-4653	200	12	the	the	DET
ajceb-4653	200	13	bidders	bidder	NOUN
ajceb-4653	200	14	,	,	PUNCT
ajceb-4653	200	15	suggesting	suggest	VERB
ajceb-4653	200	16	they	they	PRON
ajceb-4653	200	17	were	be	AUX
ajceb-4653	200	18	in	in	ADP
ajceb-4653	200	19	a	a	DET
ajceb-4653	200	20	continual	continual	ADJ
ajceb-4653	200	21	process	process	NOUN
ajceb-4653	200	22	of	of	ADP
ajceb-4653	200	23	learning	learning	NOUN
ajceb-4653	200	24	and	and	CCONJ
ajceb-4653	200	25	yet	yet	ADV
ajceb-4653	200	26	to	to	PART
ajceb-4653	200	27	reach	reach	VERB
ajceb-4653	200	28	optimal	optimal	ADJ
ajceb-4653	200	29	bidding	bidding	NOUN
ajceb-4653	200	30	strategy	strategy	NOUN
ajceb-4653	200	31	.	.	PUNCT
ajceb-4653	201	1	also	also	ADV
ajceb-4653	201	2	,	,	PUNCT
ajceb-4653	201	3	all	all	DET
ajceb-4653	201	4	bidders	bidder	NOUN
ajceb-4653	201	5	are	be	AUX
ajceb-4653	201	6	generally	generally	ADV
ajceb-4653	201	7	less	less	ADV
ajceb-4653	201	8	competitive	competitive	ADJ
ajceb-4653	201	9	in	in	ADP
ajceb-4653	201	10	time	time	NOUN
ajceb-4653	201	11	periods	period	NOUN
ajceb-4653	201	12	after	after	ADP
ajceb-4653	201	13	a	a	DET
ajceb-4653	201	14	winning	win	VERB
ajceb-4653	201	15	bid	bid	NOUN
ajceb-4653	201	16	with	with	ADP
ajceb-4653	201	17	lower	low	ADJ
ajceb-4653	201	18	average	average	ADJ
ajceb-4653	201	19	bids	bid	NOUN
ajceb-4653	201	20	submitted	submit	VERB
ajceb-4653	201	21	by	by	ADP
ajceb-4653	201	22	those	those	PRON
ajceb-4653	201	23	in	in	ADP
ajceb-4653	201	24	the	the	DET
ajceb-4653	201	25	full	full	ADJ
ajceb-4653	201	26	information	information	NOUN
ajceb-4653	201	27	feedback	feedback	NOUN
ajceb-4653	201	28	group	group	NOUN
ajceb-4653	201	29	.	.	PUNCT
ajceb-4653	202	1	the	the	DET
ajceb-4653	202	2	model	model	NOUN
ajceb-4653	202	3	has	have	AUX
ajceb-4653	202	4	captured	capture	VERB
ajceb-4653	202	5	the	the	DET
ajceb-4653	202	6	existence	existence	NOUN
ajceb-4653	202	7	of	of	ADP
ajceb-4653	202	8	heterogeneity	heterogeneity	NOUN
ajceb-4653	202	9	across	across	ADP
ajceb-4653	202	10	bidders	bidder	NOUN
ajceb-4653	202	11	with	with	ADP
ajceb-4653	202	12	individualspecific	individualspecific	ADJ
ajceb-4653	202	13	parameter	parameter	NOUN
ajceb-4653	202	14	estimates	estimate	NOUN
ajceb-4653	202	15	that	that	PRON
ajceb-4653	202	16	demonstrate	demonstrate	VERB
ajceb-4653	202	17	the	the	DET
ajceb-4653	202	18	uniqueness	uniqueness	NOUN
ajceb-4653	202	19	of	of	ADP
ajceb-4653	202	20	individual	individual	ADJ
ajceb-4653	202	21	bidders	bidder	NOUN
ajceb-4653	202	22	’	'	PUNCT
ajceb-4653	202	23	learning	learn	VERB
ajceb-4653	202	24	curves	curve	NOUN
ajceb-4653	202	25	in	in	ADP
ajceb-4653	202	26	recurrent	recurrent	ADJ
ajceb-4653	202	27	bidding	bidding	NOUN
ajceb-4653	202	28	.	.	PUNCT
ajceb-4653	203	1	the	the	DET
ajceb-4653	203	2	study	study	NOUN
ajceb-4653	203	3	found	find	VERB
ajceb-4653	203	4	partial	partial	ADJ
ajceb-4653	203	5	support	support	NOUN
ajceb-4653	203	6	to	to	PART
ajceb-4653	203	7	h1	h1	VERB
ajceb-4653	203	8	,	,	PUNCT
ajceb-4653	203	9	i.e.	i.e.	X
ajceb-4653	203	10	inexperienced	inexperienced	ADJ
ajceb-4653	203	11	bidders	bidder	NOUN
ajceb-4653	203	12	in	in	ADP
ajceb-4653	203	13	some	some	DET
ajceb-4653	203	14	instances	instance	NOUN
ajceb-4653	203	15	become	become	VERB
ajceb-4653	203	16	more	more	ADV
ajceb-4653	203	17	competitive	competitive	ADJ
ajceb-4653	203	18	over	over	ADP
ajceb-4653	203	19	time	time	NOUN
ajceb-4653	203	20	through	through	ADP
ajceb-4653	203	21	learning	learn	VERB
ajceb-4653	203	22	in	in	ADP
ajceb-4653	203	23	recurrent	recurrent	ADJ
ajceb-4653	203	24	bidding	bidding	NOUN
ajceb-4653	203	25	,	,	PUNCT
ajceb-4653	203	26	but	but	CCONJ
ajceb-4653	203	27	not	not	PART
ajceb-4653	203	28	always	always	ADV
ajceb-4653	203	29	.	.	PUNCT
ajceb-4653	204	1	in	in	ADP
ajceb-4653	204	2	addition	addition	NOUN
ajceb-4653	204	3	,	,	PUNCT
ajceb-4653	204	4	the	the	DET
ajceb-4653	204	5	study	study	NOUN
ajceb-4653	204	6	did	do	AUX
ajceb-4653	204	7	not	not	PART
ajceb-4653	204	8	find	find	VERB
ajceb-4653	204	9	that	that	SCONJ
ajceb-4653	204	10	the	the	DET
ajceb-4653	204	11	learning	learn	VERB
ajceb-4653	204	12	curve	curve	NOUN
ajceb-4653	204	13	of	of	ADP
ajceb-4653	204	14	inexperienced	inexperienced	ADJ
ajceb-4653	204	15	bidders	bidder	NOUN
ajceb-4653	204	16	contained	contain	VERB
ajceb-4653	204	17	a	a	DET
ajceb-4653	204	18	steady	steady	ADJ
ajceb-4653	204	19	-	-	PUNCT
ajceb-4653	204	20	state	state	NOUN
ajceb-4653	204	21	learning	learning	NOUN
ajceb-4653	204	22	phase	phase	NOUN
ajceb-4653	204	23	(	(	PUNCT
ajceb-4653	204	24	h2	h2	NOUN
ajceb-4653	204	25	)	)	PUNCT
ajceb-4653	204	26	.	.	PUNCT
ajceb-4653	205	1	these	these	DET
ajceb-4653	205	2	findings	finding	NOUN
ajceb-4653	205	3	suggest	suggest	VERB
ajceb-4653	205	4	that	that	SCONJ
ajceb-4653	205	5	the	the	DET
ajceb-4653	205	6	bidders	bidder	NOUN
ajceb-4653	205	7	’	’	PART
ajceb-4653	205	8	competitiveness	competitiveness	NOUN
ajceb-4653	205	9	is	be	AUX
ajceb-4653	205	10	affected	affect	VERB
ajceb-4653	205	11	by	by	ADP
ajceb-4653	205	12	changes	change	NOUN
ajceb-4653	205	13	in	in	ADP
ajceb-4653	205	14	their	their	PRON
ajceb-4653	205	15	situational	situational	ADJ
ajceb-4653	205	16	conditions	condition	NOUN
ajceb-4653	205	17	at	at	ADP
ajceb-4653	205	18	the	the	DET
ajceb-4653	205	19	time	time	NOUN
ajceb-4653	205	20	of	of	ADP
ajceb-4653	205	21	bidding	bidding	NOUN
ajceb-4653	205	22	,	,	PUNCT
ajceb-4653	205	23	and	and	CCONJ
ajceb-4653	205	24	that	that	SCONJ
ajceb-4653	205	25	the	the	DET
ajceb-4653	205	26	variations	variation	NOUN
ajceb-4653	205	27	in	in	ADP
ajceb-4653	205	28	their	their	PRON
ajceb-4653	205	29	bids	bid	NOUN
ajceb-4653	205	30	are	be	AUX
ajceb-4653	205	31	expected	expect	VERB
ajceb-4653	205	32	to	to	PART
ajceb-4653	205	33	continue	continue	VERB
ajceb-4653	205	34	for	for	ADP
ajceb-4653	205	35	a	a	DET
ajceb-4653	205	36	period	period	NOUN
ajceb-4653	205	37	of	of	ADP
ajceb-4653	205	38	time	time	NOUN
ajceb-4653	205	39	before	before	SCONJ
ajceb-4653	205	40	they	they	PRON
ajceb-4653	205	41	attain	attain	VERB
ajceb-4653	205	42	optimal	optimal	ADJ
ajceb-4653	205	43	bidding	bidding	NOUN
ajceb-4653	205	44	strategy	strategy	NOUN
ajceb-4653	205	45	via	via	ADP
ajceb-4653	205	46	learning	learn	VERB
ajceb-4653	205	47	from	from	ADP
ajceb-4653	205	48	their	their	PRON
ajceb-4653	205	49	experiences	experience	NOUN
ajceb-4653	205	50	.	.	PUNCT
ajceb-4653	206	1	the	the	DET
ajceb-4653	206	2	implication	implication	NOUN
ajceb-4653	206	3	to	to	ADP
ajceb-4653	206	4	construction	construction	NOUN
ajceb-4653	206	5	clients	client	NOUN
ajceb-4653	206	6	is	be	AUX
ajceb-4653	206	7	that	that	SCONJ
ajceb-4653	206	8	consideration	consideration	NOUN
ajceb-4653	206	9	needs	need	VERB
ajceb-4653	206	10	to	to	PART
ajceb-4653	206	11	be	be	AUX
ajceb-4653	206	12	given	give	VERB
ajceb-4653	206	13	to	to	ADP
ajceb-4653	206	14	the	the	DET
ajceb-4653	206	15	level	level	NOUN
ajceb-4653	206	16	of	of	ADP
ajceb-4653	206	17	contractors	contractor	NOUN
ajceb-4653	206	18	’	'	PUNCT
ajceb-4653	206	19	experience	experience	NOUN
ajceb-4653	206	20	and	and	CCONJ
ajceb-4653	206	21	the	the	DET
ajceb-4653	206	22	changes	change	NOUN
ajceb-4653	206	23	in	in	ADP
ajceb-4653	206	24	the	the	DET
ajceb-4653	206	25	market	market	NOUN
ajceb-4653	206	26	place	place	NOUN
ajceb-4653	206	27	in	in	ADP
ajceb-4653	206	28	formulating	formulate	VERB
ajceb-4653	206	29	their	their	PRON
ajceb-4653	206	30	procurement	procurement	NOUN
ajceb-4653	206	31	strategies	strategy	NOUN
ajceb-4653	206	32	in	in	ADP
ajceb-4653	206	33	order	order	NOUN
ajceb-4653	206	34	to	to	PART
ajceb-4653	206	35	obtain	obtain	VERB
ajceb-4653	206	36	competitive	competitive	ADJ
ajceb-4653	206	37	bid	bid	NOUN
ajceb-4653	206	38	prices	price	NOUN
ajceb-4653	206	39	.	.	PUNCT
ajceb-4653	207	1	this	this	DET
ajceb-4653	207	2	study	study	NOUN
ajceb-4653	207	3	found	find	VERB
ajceb-4653	207	4	that	that	SCONJ
ajceb-4653	207	5	partial	partial	ADJ
ajceb-4653	207	6	and	and	CCONJ
ajceb-4653	207	7	full	full	ADJ
ajceb-4653	207	8	information	information	NOUN
ajceb-4653	207	9	feedback	feedback	NOUN
ajceb-4653	207	10	conditions	condition	NOUN
ajceb-4653	207	11	have	have	VERB
ajceb-4653	207	12	an	an	DET
ajceb-4653	207	13	impact	impact	NOUN
ajceb-4653	207	14	on	on	ADP
ajceb-4653	207	15	inexperienced	inexperienced	ADJ
ajceb-4653	207	16	bidders	bidder	NOUN
ajceb-4653	207	17	’	'	PUNCT
ajceb-4653	207	18	learning	learn	VERB
ajceb-4653	207	19	in	in	ADP
ajceb-4653	207	20	recurrent	recurrent	ADJ
ajceb-4653	207	21	bidding	bidding	NOUN
ajceb-4653	207	22	(	(	PUNCT
ajceb-4653	207	23	h3	h3	NOUN
ajceb-4653	207	24	)	)	PUNCT
ajceb-4653	207	25	in	in	ADP
ajceb-4653	207	26	that	that	PRON
ajceb-4653	207	27	lower	low	ADJ
ajceb-4653	207	28	average	average	ADJ
ajceb-4653	207	29	bids	bid	NOUN
ajceb-4653	207	30	were	be	AUX
ajceb-4653	207	31	submitted	submit	VERB
ajceb-4653	207	32	by	by	ADP
ajceb-4653	207	33	bidders	bidder	NOUN
ajceb-4653	207	34	subjected	subject	VERB
ajceb-4653	207	35	to	to	ADP
ajceb-4653	207	36	full	full	ADJ
ajceb-4653	207	37	information	information	NOUN
ajceb-4653	207	38	feedback	feedback	NOUN
ajceb-4653	207	39	condition	condition	NOUN
ajceb-4653	207	40	.	.	PUNCT
ajceb-4653	208	1	given	give	VERB
ajceb-4653	208	2	the	the	DET
ajceb-4653	208	3	fact	fact	NOUN
ajceb-4653	208	4	that	that	SCONJ
ajceb-4653	208	5	information	information	NOUN
ajceb-4653	208	6	feedback	feedback	NOUN
ajceb-4653	208	7	conditions	condition	NOUN
ajceb-4653	208	8	in	in	ADP
ajceb-4653	208	9	construction	construction	NOUN
ajceb-4653	208	10	bidding	bidding	NOUN
ajceb-4653	208	11	vary	vary	NOUN
ajceb-4653	208	12	between	between	ADP
ajceb-4653	208	13	clients	client	NOUN
ajceb-4653	208	14	,	,	PUNCT
ajceb-4653	208	15	ranging	range	VERB
ajceb-4653	208	16	from	from	ADP
ajceb-4653	208	17	no	no	DET
ajceb-4653	208	18	feedback	feedback	NOUN
ajceb-4653	208	19	to	to	ADP
ajceb-4653	208	20	full	full	ADJ
ajceb-4653	208	21	information	information	NOUN
ajceb-4653	208	22	feedback	feedback	NOUN
ajceb-4653	208	23	condition	condition	NOUN
ajceb-4653	208	24	,	,	PUNCT
ajceb-4653	208	25	the	the	DET
ajceb-4653	208	26	findings	finding	NOUN
ajceb-4653	208	27	advocate	advocate	VERB
ajceb-4653	208	28	for	for	ADP
ajceb-4653	208	29	adequate	adequate	ADJ
ajceb-4653	208	30	bidding	bidding	NOUN
ajceb-4653	208	31	feedback	feedback	NOUN
ajceb-4653	208	32	information	information	NOUN
ajceb-4653	208	33	in	in	ADP
ajceb-4653	208	34	clients	client	NOUN
ajceb-4653	208	35	’	'	PUNCT
ajceb-4653	208	36	procurement	procurement	NOUN
ajceb-4653	208	37	design	design	NOUN
ajceb-4653	208	38	to	to	PART
ajceb-4653	208	39	facilitate	facilitate	VERB
ajceb-4653	208	40	learning	learn	VERB
ajceb-4653	208	41	among	among	ADP
ajceb-4653	208	42	contractors	contractor	NOUN
ajceb-4653	208	43	,	,	PUNCT
ajceb-4653	208	44	which	which	PRON
ajceb-4653	208	45	may	may	AUX
ajceb-4653	208	46	in	in	ADP
ajceb-4653	208	47	turn	turn	NOUN
ajceb-4653	208	48	lead	lead	VERB
ajceb-4653	208	49	to	to	ADP
ajceb-4653	208	50	increased	increase	VERB
ajceb-4653	208	51	competitiveness	competitiveness	NOUN
ajceb-4653	208	52	in	in	ADP
ajceb-4653	208	53	their	their	PRON
ajceb-4653	208	54	bids	bid	NOUN
ajceb-4653	208	55	.	.	PUNCT
ajceb-4653	209	1	the	the	DET
ajceb-4653	209	2	findings	finding	NOUN
ajceb-4653	209	3	also	also	ADV
ajceb-4653	209	4	show	show	VERB
ajceb-4653	209	5	that	that	SCONJ
ajceb-4653	209	6	there	there	PRON
ajceb-4653	209	7	is	be	VERB
ajceb-4653	209	8	significant	significant	ADJ
ajceb-4653	209	9	heterogeneity	heterogeneity	NOUN
ajceb-4653	209	10	across	across	ADP
ajceb-4653	209	11	inexperienced	inexperienced	ADJ
ajceb-4653	209	12	individual	individual	ADJ
ajceb-4653	209	13	bidders	bidder	NOUN
ajceb-4653	209	14	’	'	PUNCT
ajceb-4653	209	15	learning	learn	VERB
ajceb-4653	209	16	in	in	ADP
ajceb-4653	209	17	recurrent	recurrent	ADJ
ajceb-4653	209	18	bidding	bidding	NOUN
ajceb-4653	209	19	(	(	PUNCT
ajceb-4653	209	20	h4	h4	PROPN
ajceb-4653	209	21	)	)	PUNCT
ajceb-4653	209	22	.	.	PUNCT
ajceb-4653	210	1	this	this	DET
ajceb-4653	210	2	finding	finding	NOUN
ajceb-4653	210	3	is	be	AUX
ajceb-4653	210	4	important	important	ADJ
ajceb-4653	210	5	to	to	PART
ajceb-4653	210	6	practice	practice	VERB
ajceb-4653	210	7	because	because	SCONJ
ajceb-4653	210	8	it	it	PRON
ajceb-4653	210	9	indicates	indicate	VERB
ajceb-4653	210	10	that	that	SCONJ
ajceb-4653	210	11	individual	individual	ADJ
ajceb-4653	210	12	bidders	bidder	NOUN
ajceb-4653	210	13	’	’	PART
ajceb-4653	210	14	bidding	bidding	NOUN
ajceb-4653	210	15	behavior	behavior	NOUN
ajceb-4653	210	16	is	be	AUX
ajceb-4653	210	17	dependent	dependent	ADJ
ajceb-4653	210	18	on	on	ADP
ajceb-4653	210	19	many	many	ADJ
ajceb-4653	210	20	firm	firm	ADJ
ajceb-4653	210	21	-	-	PUNCT
ajceb-4653	210	22	specific	specific	ADJ
ajceb-4653	210	23	characteristics	characteristic	NOUN
ajceb-4653	210	24	(	(	PUNCT
ajceb-4653	210	25	e.g.	e.g.	ADV
ajceb-4653	210	26	a	a	DET
ajceb-4653	210	27	firm	firm	NOUN
ajceb-4653	210	28	’s	’s	PART
ajceb-4653	210	29	relative	relative	ADJ
ajceb-4653	210	30	efficiency	efficiency	NOUN
ajceb-4653	210	31	in	in	ADP
ajceb-4653	210	32	terms	term	NOUN
ajceb-4653	210	33	of	of	ADP
ajceb-4653	210	34	management	management	NOUN
ajceb-4653	210	35	skills	skill	NOUN
ajceb-4653	210	36	;	;	PUNCT
ajceb-4653	210	37	the	the	DET
ajceb-4653	210	38	quality	quality	NOUN
ajceb-4653	210	39	of	of	ADP
ajceb-4653	210	40	its	its	PRON
ajceb-4653	210	41	output	output	NOUN
ajceb-4653	210	42	)	)	PUNCT
ajceb-4653	210	43	,	,	PUNCT
ajceb-4653	210	44	including	include	VERB
ajceb-4653	210	45	some	some	PRON
ajceb-4653	210	46	that	that	PRON
ajceb-4653	210	47	are	be	AUX
ajceb-4653	210	48	unobservable	unobservable	ADJ
ajceb-4653	210	49	by	by	ADP
ajceb-4653	210	50	their	their	PRON
ajceb-4653	210	51	competitors	competitor	NOUN
ajceb-4653	210	52	.	.	PUNCT
ajceb-4653	211	1	the	the	DET
ajceb-4653	211	2	main	main	ADJ
ajceb-4653	211	3	limitation	limitation	NOUN
ajceb-4653	211	4	of	of	ADP
ajceb-4653	211	5	this	this	DET
ajceb-4653	211	6	study	study	NOUN
ajceb-4653	211	7	is	be	AUX
ajceb-4653	211	8	the	the	DET
ajceb-4653	211	9	use	use	NOUN
ajceb-4653	211	10	of	of	ADP
ajceb-4653	211	11	experimental	experimental	ADJ
ajceb-4653	211	12	dataset	dataset	NOUN
ajceb-4653	211	13	with	with	ADP
ajceb-4653	211	14	student	student	NOUN
ajceb-4653	211	15	subjects	subject	NOUN
ajceb-4653	211	16	in	in	ADP
ajceb-4653	211	17	the	the	DET
ajceb-4653	211	18	modelling	modelling	NOUN
ajceb-4653	211	19	attempt	attempt	NOUN
ajceb-4653	211	20	.	.	PUNCT
ajceb-4653	212	1	it	it	PRON
ajceb-4653	212	2	is	be	AUX
ajceb-4653	212	3	,	,	PUNCT
ajceb-4653	212	4	however	however	ADV
ajceb-4653	212	5	,	,	PUNCT
ajceb-4653	212	6	recognized	recognize	VERB
ajceb-4653	212	7	that	that	SCONJ
ajceb-4653	212	8	experimental	experimental	ADJ
ajceb-4653	212	9	dataset	dataset	NOUN
ajceb-4653	212	10	is	be	AUX
ajceb-4653	212	11	suitable	suitable	ADJ
ajceb-4653	212	12	in	in	ADP
ajceb-4653	212	13	this	this	DET
ajceb-4653	212	14	context	context	NOUN
ajceb-4653	212	15	in	in	ADP
ajceb-4653	212	16	exploring	explore	VERB
ajceb-4653	212	17	the	the	DET
ajceb-4653	212	18	specific	specific	ADJ
ajceb-4653	212	19	types	type	NOUN
ajceb-4653	212	20	of	of	ADP
ajceb-4653	212	21	learning	learn	VERB
ajceb-4653	212	22	trends	trend	NOUN
ajceb-4653	212	23	among	among	ADP
ajceb-4653	212	24	inexperienced	inexperienced	ADJ
ajceb-4653	212	25	(	(	PUNCT
ajceb-4653	212	26	student	student	NOUN
ajceb-4653	212	27	)	)	PUNCT
ajceb-4653	212	28	bidders	bidder	NOUN
ajceb-4653	212	29	under	under	ADP
ajceb-4653	212	30	different	different	ADJ
ajceb-4653	212	31	information	information	NOUN
ajceb-4653	212	32	feedback	feedback	NOUN
ajceb-4653	212	33	conditions	condition	NOUN
ajceb-4653	212	34	.	.	PUNCT
ajceb-4653	213	1	this	this	PRON
ajceb-4653	213	2	would	would	AUX
ajceb-4653	213	3	overcome	overcome	VERB
ajceb-4653	213	4	the	the	DET
ajceb-4653	213	5	ambiguity	ambiguity	NOUN
ajceb-4653	213	6	inherent	inherent	ADJ
ajceb-4653	213	7	in	in	ADP
ajceb-4653	213	8	field	field	NOUN
ajceb-4653	213	9	data	datum	NOUN
ajceb-4653	213	10	through	through	ADP
ajceb-4653	213	11	active	active	ADJ
ajceb-4653	213	12	manipulation	manipulation	NOUN
ajceb-4653	213	13	in	in	ADP
ajceb-4653	213	14	an	an	DET
ajceb-4653	213	15	experimental	experimental	ADJ
ajceb-4653	213	16	setting	setting	NOUN
ajceb-4653	213	17	,	,	PUNCT
ajceb-4653	213	18	and	and	CCONJ
ajceb-4653	213	19	the	the	DET
ajceb-4653	213	20	possible	possible	ADJ
ajceb-4653	213	21	data	datum	NOUN
ajceb-4653	213	22	contamination	contamination	NOUN
ajceb-4653	213	23	problem	problem	NOUN
ajceb-4653	213	24	associated	associate	VERB
ajceb-4653	213	25	with	with	ADP
ajceb-4653	213	26	experienced	experienced	ADJ
ajceb-4653	213	27	bidders	bidder	NOUN
ajceb-4653	213	28	.	.	PUNCT
ajceb-4653	214	1	future	future	ADJ
ajceb-4653	214	2	investigations	investigation	NOUN
ajceb-4653	214	3	may	may	AUX
ajceb-4653	214	4	use	use	VERB
ajceb-4653	214	5	field	field	NOUN
ajceb-4653	214	6	datasets	dataset	NOUN
ajceb-4653	214	7	consisting	consist	VERB
ajceb-4653	214	8	of	of	ADP
ajceb-4653	214	9	both	both	PRON
ajceb-4653	214	10	experienced	experienced	ADJ
ajceb-4653	214	11	and	and	CCONJ
ajceb-4653	214	12	inexperienced	inexperienced	ADJ
ajceb-4653	214	13	bidders	bidder	NOUN
ajceb-4653	214	14	(	(	PUNCT
ajceb-4653	214	15	i.e.	i.e.	X
ajceb-4653	214	16	,	,	PUNCT
ajceb-4653	214	17	new	new	ADJ
ajceb-4653	214	18	and	and	CCONJ
ajceb-4653	214	19	existing	exist	VERB
ajceb-4653	214	20	bidders	bidder	NOUN
ajceb-4653	214	21	in	in	ADP
ajceb-4653	214	22	a	a	DET
ajceb-4653	214	23	particular	particular	ADJ
ajceb-4653	214	24	construction	construction	NOUN
ajceb-4653	214	25	market	market	NOUN
ajceb-4653	214	26	)	)	PUNCT
ajceb-4653	214	27	,	,	PUNCT
ajceb-4653	214	28	with	with	ADP
ajceb-4653	214	29	the	the	DET
ajceb-4653	214	30	aim	aim	NOUN
ajceb-4653	214	31	of	of	ADP
ajceb-4653	214	32	establishing	establish	VERB
ajceb-4653	214	33	specific	specific	ADJ
ajceb-4653	214	34	types	type	NOUN
ajceb-4653	214	35	of	of	ADP
ajceb-4653	214	36	learning	learn	VERB
ajceb-4653	214	37	trends	trend	NOUN
ajceb-4653	214	38	.	.	PUNCT
ajceb-4653	215	1	this	this	PRON
ajceb-4653	215	2	suggested	suggest	VERB
ajceb-4653	215	3	future	future	ADJ
ajceb-4653	215	4	study	study	NOUN
ajceb-4653	215	5	can	can	AUX
ajceb-4653	215	6	be	be	AUX
ajceb-4653	215	7	seen	see	VERB
ajceb-4653	215	8	as	as	ADP
ajceb-4653	215	9	attempts	attempt	NOUN
ajceb-4653	215	10	to	to	PART
ajceb-4653	215	11	validate	validate	VERB
ajceb-4653	215	12	the	the	DET
ajceb-4653	215	13	present	present	ADJ
ajceb-4653	215	14	findings	finding	NOUN
ajceb-4653	215	15	.	.	PUNCT
ajceb-4653	216	1	ideally	ideally	ADV
ajceb-4653	216	2	,	,	PUNCT
ajceb-4653	216	3	the	the	DET
ajceb-4653	216	4	field	field	NOUN
ajceb-4653	216	5	datasets	dataset	NOUN
ajceb-4653	216	6	should	should	AUX
ajceb-4653	216	7	cover	cover	VERB
ajceb-4653	216	8	a	a	DET
ajceb-4653	216	9	reasonably	reasonably	ADV
ajceb-4653	216	10	long	long	ADJ
ajceb-4653	216	11	period	period	NOUN
ajceb-4653	216	12	of	of	ADP
ajceb-4653	216	13	time	time	NOUN
ajceb-4653	216	14	in	in	ADP
ajceb-4653	216	15	order	order	NOUN
ajceb-4653	216	16	to	to	PART
ajceb-4653	216	17	detect	detect	VERB
ajceb-4653	216	18	whether	whether	SCONJ
ajceb-4653	216	19	there	there	PRON
ajceb-4653	216	20	is	be	VERB
ajceb-4653	216	21	so	so	ADV
ajceb-4653	216	22	-	-	PUNCT
ajceb-4653	216	23	called	call	VERB
ajceb-4653	216	24	a	a	DET
ajceb-4653	216	25	steady	steady	ADJ
ajceb-4653	216	26	-	-	PUNCT
ajceb-4653	216	27	state	state	NOUN
ajceb-4653	216	28	learning	learning	NOUN
ajceb-4653	216	29	phase	phase	NOUN
ajceb-4653	216	30	among	among	ADP
ajceb-4653	216	31	bidders	bidder	NOUN
ajceb-4653	216	32	.	.	PUNCT
ajceb-4653	217	1	as	as	SCONJ
ajceb-4653	217	2	demonstrated	demonstrate	VERB
ajceb-4653	217	3	here	here	ADV
ajceb-4653	217	4	,	,	PUNCT
ajceb-4653	217	5	the	the	DET
ajceb-4653	217	6	linear	linear	ADJ
ajceb-4653	217	7	mixed	mixed	ADJ
ajceb-4653	217	8	construction	construction	NOUN
ajceb-4653	217	9	economics	economic	NOUN
ajceb-4653	217	10	and	and	CCONJ
ajceb-4653	217	11	building	building	NOUN
ajceb-4653	217	12	,	,	PUNCT
ajceb-4653	217	13	15(4	15(4	NUM
ajceb-4653	217	14	)	)	PUNCT
ajceb-4653	217	15	,	,	PUNCT
ajceb-4653	217	16	16	16	NUM
ajceb-4653	217	17	-	-	SYM
ajceb-4653	217	18	29	29	NUM
ajceb-4653	217	19	oo	oo	NOUN
ajceb-4653	217	20	,	,	PUNCT
ajceb-4653	217	21	ling	ling	PROPN
ajceb-4653	217	22	and	and	CCONJ
ajceb-4653	217	23	soo	soo	PROPN
ajceb-4653	217	24	28	28	NUM
ajceb-4653	217	25	modelling	modelling	NOUN
ajceb-4653	217	26	technique	technique	NOUN
ajceb-4653	217	27	could	could	AUX
ajceb-4653	217	28	be	be	AUX
ajceb-4653	217	29	used	use	VERB
ajceb-4653	217	30	to	to	PART
ajceb-4653	217	31	obtain	obtain	VERB
ajceb-4653	217	32	the	the	DET
ajceb-4653	217	33	individual	individual	ADJ
ajceb-4653	217	34	-	-	PUNCT
ajceb-4653	217	35	specific	specific	ADJ
ajceb-4653	217	36	learning	learning	NOUN
ajceb-4653	217	37	trends	trend	NOUN
ajceb-4653	217	38	in	in	ADP
ajceb-4653	217	39	a	a	DET
ajceb-4653	217	40	relatively	relatively	ADV
ajceb-4653	217	41	parsimonious	parsimonious	ADJ
ajceb-4653	217	42	manner	manner	NOUN
ajceb-4653	217	43	.	.	PUNCT
ajceb-4653	218	1	in	in	ADP
ajceb-4653	218	2	addition	addition	NOUN
ajceb-4653	218	3	,	,	PUNCT
ajceb-4653	218	4	future	future	ADJ
ajceb-4653	218	5	work	work	NOUN
ajceb-4653	218	6	should	should	AUX
ajceb-4653	218	7	consider	consider	VERB
ajceb-4653	218	8	all	all	DET
ajceb-4653	218	9	the	the	DET
ajceb-4653	218	10	three	three	NUM
ajceb-4653	218	11	common	common	ADJ
ajceb-4653	218	12	feedback	feedback	NOUN
ajceb-4653	218	13	information	information	NOUN
ajceb-4653	218	14	conditions	condition	NOUN
ajceb-4653	218	15	in	in	ADP
ajceb-4653	218	16	construction	construction	NOUN
ajceb-4653	218	17	bidding	bidding	NOUN
ajceb-4653	218	18	,	,	PUNCT
ajceb-4653	218	19	to	to	PART
ajceb-4653	218	20	establish	establish	VERB
ajceb-4653	218	21	the	the	DET
ajceb-4653	218	22	extent	extent	NOUN
ajceb-4653	218	23	to	to	PART
ajceb-4653	218	24	which	which	PRON
ajceb-4653	218	25	bidders	bidder	NOUN
ajceb-4653	218	26	’	'	PUNCT
ajceb-4653	218	27	learning	learning	NOUN
ajceb-4653	218	28	is	be	AUX
ajceb-4653	218	29	affected	affect	VERB
ajceb-4653	218	30	by	by	ADP
ajceb-4653	218	31	varying	vary	VERB
ajceb-4653	218	32	information	information	NOUN
ajceb-4653	218	33	feedback	feedback	NOUN
ajceb-4653	218	34	conditions	condition	NOUN
ajceb-4653	218	35	,	,	PUNCT
ajceb-4653	218	36	and	and	CCONJ
ajceb-4653	218	37	thus	thus	ADV
ajceb-4653	218	38	to	to	PART
ajceb-4653	218	39	establish	establish	VERB
ajceb-4653	218	40	the	the	DET
ajceb-4653	218	41	ideal	ideal	ADJ
ajceb-4653	218	42	level	level	NOUN
ajceb-4653	218	43	of	of	ADP
ajceb-4653	218	44	bidding	bid	VERB
ajceb-4653	218	45	feedback	feedback	NOUN
ajceb-4653	218	46	information	information	NOUN
ajceb-4653	218	47	.	.	PUNCT
ajceb-4653	219	1	this	this	PRON
ajceb-4653	219	2	may	may	AUX
ajceb-4653	219	3	aid	aid	VERB
ajceb-4653	219	4	in	in	ADP
ajceb-4653	219	5	improving	improve	VERB
ajceb-4653	219	6	efficiency	efficiency	NOUN
ajceb-4653	219	7	in	in	ADP
ajceb-4653	219	8	construction	construction	NOUN
ajceb-4653	219	9	contracting	contracting	NOUN
ajceb-4653	219	10	by	by	ADP
ajceb-4653	219	11	providing	provide	VERB
ajceb-4653	219	12	adequate	adequate	ADJ
ajceb-4653	219	13	bidding	bidding	NOUN
ajceb-4653	219	14	feedback	feedback	NOUN
ajceb-4653	219	15	information	information	NOUN
ajceb-4653	219	16	to	to	ADP
ajceb-4653	219	17	contractors	contractor	NOUN
ajceb-4653	219	18	to	to	PART
ajceb-4653	219	19	facilitate	facilitate	VERB
ajceb-4653	219	20	their	their	PRON
ajceb-4653	219	21	learning	learning	NOUN
ajceb-4653	219	22	,	,	PUNCT
ajceb-4653	219	23	which	which	PRON
ajceb-4653	219	24	governs	govern	VERB
ajceb-4653	219	25	contractors	contractor	NOUN
ajceb-4653	219	26	’	'	PUNCT
ajceb-4653	219	27	competitiveness	competitiveness	NOUN
ajceb-4653	219	28	in	in	ADP
ajceb-4653	219	29	recurrent	recurrent	ADJ
ajceb-4653	219	30	bidding	bidding	NOUN
ajceb-4653	219	31	.	.	PUNCT
ajceb-4653	220	1	references	reference	NOUN
ajceb-4653	220	2	cason	cason	PROPN
ajceb-4653	220	3	,	,	PUNCT
ajceb-4653	220	4	t.n	t.n	PROPN
ajceb-4653	220	5	.	.	PROPN
ajceb-4653	220	6	and	and	CCONJ
ajceb-4653	220	7	friedman	friedman	PROPN
ajceb-4653	220	8	,	,	PUNCT
ajceb-4653	220	9	d.	d.	PROPN
ajceb-4653	220	10	,	,	PUNCT
ajceb-4653	220	11	1999	1999	NUM
ajceb-4653	220	12	.	.	PUNCT
ajceb-4653	221	1	learning	learn	VERB
ajceb-4653	221	2	in	in	ADP
ajceb-4653	221	3	a	a	DET
ajceb-4653	221	4	laboratory	laboratory	NOUN
ajceb-4653	221	5	market	market	NOUN
ajceb-4653	221	6	with	with	ADP
ajceb-4653	221	7	random	random	ADJ
ajceb-4653	221	8	supply	supply	NOUN
ajceb-4653	221	9	and	and	CCONJ
ajceb-4653	221	10	demand	demand	NOUN
ajceb-4653	221	11	.	.	PUNCT
ajceb-4653	222	1	experimental	experimental	ADJ
ajceb-4653	222	2	economics	economic	NOUN
ajceb-4653	222	3	,	,	PUNCT
ajceb-4653	222	4	2(1	2(1	NUM
ajceb-4653	222	5	)	)	PUNCT
ajceb-4653	222	6	,	,	PUNCT
ajceb-4653	222	7	pp.77	pp.77	NOUN
ajceb-4653	222	8	-	-	PUNCT
ajceb-4653	222	9	98	98	NUM
ajceb-4653	222	10	.	.	PUNCT
ajceb-4653	223	1	doi	doi	NOUN
ajceb-4653	223	2	:	:	PUNCT
ajceb-4653	223	3	http://dx.doi.org/10.1023/a:1009981800289	http://dx.doi.org/10.1023/a:1009981800289	PROPN
ajceb-4653	223	4	de	de	ADP
ajceb-4653	223	5	neufville	neufville	PROPN
ajceb-4653	223	6	,	,	PUNCT
ajceb-4653	223	7	r.	r.	PROPN
ajceb-4653	223	8	,	,	PUNCT
ajceb-4653	223	9	lesage	lesage	NOUN
ajceb-4653	223	10	,	,	PUNCT
ajceb-4653	223	11	y.	y.	PROPN
ajceb-4653	223	12	and	and	CCONJ
ajceb-4653	223	13	hani	hani	PROPN
ajceb-4653	223	14	,	,	PUNCT
ajceb-4653	223	15	e.n	e.n	PROPN
ajceb-4653	223	16	.	.	PROPN
ajceb-4653	223	17	,	,	PUNCT
ajceb-4653	223	18	1977	1977	NUM
ajceb-4653	223	19	.	.	PUNCT
ajceb-4653	224	1	bidding	bidding	NOUN
ajceb-4653	224	2	models	model	NOUN
ajceb-4653	224	3	:	:	PUNCT
ajceb-4653	224	4	effects	effect	NOUN
ajceb-4653	224	5	of	of	ADP
ajceb-4653	224	6	bidders	bidder	NOUN
ajceb-4653	224	7	’	’	PART
ajceb-4653	224	8	risk	risk	NOUN
ajceb-4653	224	9	aversion	aversion	NOUN
ajceb-4653	224	10	.	.	PUNCT
ajceb-4653	225	1	journal	journal	NOUN
ajceb-4653	225	2	of	of	ADP
ajceb-4653	225	3	the	the	DET
ajceb-4653	225	4	construction	construction	NOUN
ajceb-4653	225	5	division	division	NOUN
ajceb-4653	225	6	,	,	PUNCT
ajceb-4653	225	7	103(1	103(1	NUM
ajceb-4653	225	8	)	)	PUNCT
ajceb-4653	225	9	,	,	PUNCT
ajceb-4653	225	10	pp.57	pp.57	PROPN
ajceb-4653	225	11	-	-	PUNCT
ajceb-4653	225	12	70	70	PROPN
ajceb-4653	225	13	.	.	PUNCT
ajceb-4653	226	1	dyer	dyer	PROPN
ajceb-4653	226	2	,	,	PUNCT
ajceb-4653	226	3	d.	d.	PROPN
ajceb-4653	226	4	,	,	PUNCT
ajceb-4653	226	5	kagel	kagel	PROPN
ajceb-4653	226	6	,	,	PUNCT
ajceb-4653	226	7	j.h	j.h	PROPN
ajceb-4653	226	8	.	.	PROPN
ajceb-4653	226	9	and	and	CCONJ
ajceb-4653	226	10	levin	levin	PROPN
ajceb-4653	226	11	,	,	PUNCT
ajceb-4653	226	12	d.	d.	PROPN
ajceb-4653	226	13	,	,	PUNCT
ajceb-4653	226	14	1989	1989	NUM
ajceb-4653	226	15	.	.	PUNCT
ajceb-4653	227	1	a	a	DET
ajceb-4653	227	2	comparison	comparison	NOUN
ajceb-4653	227	3	of	of	ADP
ajceb-4653	227	4	naive	naive	ADJ
ajceb-4653	227	5	and	and	CCONJ
ajceb-4653	227	6	experienced	experienced	ADJ
ajceb-4653	227	7	bidders	bidder	NOUN
ajceb-4653	227	8	in	in	ADP
ajceb-4653	227	9	common	common	ADJ
ajceb-4653	227	10	value	value	NOUN
ajceb-4653	227	11	offer	offer	NOUN
ajceb-4653	227	12	auctions	auction	NOUN
ajceb-4653	227	13	:	:	PUNCT
ajceb-4653	227	14	a	a	DET
ajceb-4653	227	15	laboratory	laboratory	NOUN
ajceb-4653	227	16	analysis	analysis	NOUN
ajceb-4653	227	17	.	.	PUNCT
ajceb-4653	228	1	the	the	DET
ajceb-4653	228	2	economic	economic	ADJ
ajceb-4653	228	3	journal	journal	NOUN
ajceb-4653	228	4	,	,	PUNCT
ajceb-4653	228	5	pp.108	pp.108	PROPN
ajceb-4653	228	6	-	-	PUNCT
ajceb-4653	228	7	15	15	NUM
ajceb-4653	228	8	.	.	PUNCT
ajceb-4653	229	1	doi	doi	PROPN
ajceb-4653	229	2	:	:	PUNCT
ajceb-4653	229	3	http://dx.doi.org/10.2307/2234207	http://dx.doi.org/10.2307/2234207	PROPN
ajceb-4653	229	4	drew	draw	VERB
ajceb-4653	229	5	,	,	PUNCT
ajceb-4653	229	6	d.s	d.s	PROPN
ajceb-4653	229	7	.	.	PROPN
ajceb-4653	229	8	and	and	CCONJ
ajceb-4653	229	9	fellows	fellows	PROPN
ajceb-4653	229	10	,	,	PUNCT
ajceb-4653	229	11	r.f	r.f	PROPN
ajceb-4653	229	12	.	.	PROPN
ajceb-4653	229	13	,	,	PUNCT
ajceb-4653	229	14	1996	1996	NUM
ajceb-4653	229	15	.	.	PUNCT
ajceb-4653	230	1	feedback	feedback	NOUN
ajceb-4653	230	2	in	in	ADP
ajceb-4653	230	3	construction	construction	NOUN
ajceb-4653	230	4	contract	contract	NOUN
ajceb-4653	230	5	bidding	bidding	NOUN
ajceb-4653	230	6	.	.	PUNCT
ajceb-4653	231	1	construction	construction	NOUN
ajceb-4653	231	2	modernization	modernization	NOUN
ajceb-4653	231	3	and	and	CCONJ
ajceb-4653	231	4	education	education	NOUN
ajceb-4653	231	5	:	:	PUNCT
ajceb-4653	231	6	proc	proc	NOUN
ajceb-4653	231	7	.	.	PROPN
ajceb-4653	231	8	,	,	PUNCT
ajceb-4653	231	9	cib	cib	PROPN
ajceb-4653	231	10	int	int	PROPN
ajceb-4653	231	11	.	.	PUNCT
ajceb-4653	232	1	conf	conf	PROPN
ajceb-4653	232	2	.	.	PROPN
ajceb-4653	232	3	,	,	PUNCT
ajceb-4653	232	4	october	october	PROPN
ajceb-4653	232	5	21–24	21–24	NUM
ajceb-4653	232	6	,	,	PUNCT
ajceb-4653	232	7	chang	chang	PROPN
ajceb-4653	232	8	,	,	PUNCT
ajceb-4653	232	9	w.p	w.p	PROPN
ajceb-4653	232	10	.	.	PROPN
ajceb-4653	233	1	ed	ed	PROPN
ajceb-4653	233	2	.	.	PUNCT
ajceb-4653	234	1	beijing	beijing	PROPN
ajceb-4653	234	2	:	:	PUNCT
ajceb-4653	235	1	china	china	PROPN
ajceb-4653	235	2	architectural	architectural	ADJ
ajceb-4653	235	3	and	and	CCONJ
ajceb-4653	235	4	building	building	NOUN
ajceb-4653	235	5	press	press	NOUN
ajceb-4653	235	6	.	.	PUNCT
ajceb-4653	236	1	dufwenberg	dufwenberg	PROPN
ajceb-4653	236	2	,	,	PUNCT
ajceb-4653	236	3	m.	m.	NOUN
ajceb-4653	236	4	and	and	CCONJ
ajceb-4653	236	5	gneezy	gneezy	NOUN
ajceb-4653	236	6	,	,	PUNCT
ajceb-4653	236	7	u.	u.	PROPN
ajceb-4653	236	8	,	,	PUNCT
ajceb-4653	236	9	2002	2002	NUM
ajceb-4653	236	10	.	.	PUNCT
ajceb-4653	237	1	information	information	NOUN
ajceb-4653	237	2	disclosure	disclosure	NOUN
ajceb-4653	237	3	in	in	ADP
ajceb-4653	237	4	auctions	auction	NOUN
ajceb-4653	237	5	:	:	PUNCT
ajceb-4653	237	6	an	an	DET
ajceb-4653	237	7	experiment	experiment	NOUN
ajceb-4653	237	8	.	.	PUNCT
ajceb-4653	238	1	journal	journal	NOUN
ajceb-4653	238	2	of	of	ADP
ajceb-4653	238	3	economic	economic	ADJ
ajceb-4653	238	4	behavior	behavior	NOUN
ajceb-4653	238	5	and	and	CCONJ
ajceb-4653	238	6	organization	organization	NOUN
ajceb-4653	238	7	,	,	PUNCT
ajceb-4653	238	8	4(84	4(84	NUM
ajceb-4653	238	9	)	)	PUNCT
ajceb-4653	238	10	,	,	PUNCT
ajceb-4653	238	11	pp.431	pp.431	PROPN
ajceb-4653	238	12	-	-	PUNCT
ajceb-4653	238	13	44	44	NUM
ajceb-4653	238	14	.	.	PUNCT
ajceb-4653	239	1	doi	doi	NOUN
ajceb-4653	239	2	:	:	PUNCT
ajceb-4653	239	3	http://dx.doi.org/10.1016/s0167-2681(01)00235-9	http://dx.doi.org/10.1016/s0167-2681(01)00235-9	ADJ
ajceb-4653	239	4	egemen	egeman	NOUN
ajceb-4653	239	5	,	,	PUNCT
ajceb-4653	239	6	m.	m.	NOUN
ajceb-4653	239	7	and	and	CCONJ
ajceb-4653	239	8	mohamed	mohamed	PROPN
ajceb-4653	239	9	,	,	PUNCT
ajceb-4653	239	10	a.n	a.n	PROPN
ajceb-4653	239	11	.	.	PROPN
ajceb-4653	239	12	,	,	PUNCT
ajceb-4653	239	13	2007	2007	NUM
ajceb-4653	239	14	.	.	PUNCT
ajceb-4653	240	1	a	a	DET
ajceb-4653	240	2	framework	framework	NOUN
ajceb-4653	240	3	for	for	SCONJ
ajceb-4653	240	4	contractors	contractor	NOUN
ajceb-4653	240	5	to	to	PART
ajceb-4653	240	6	reach	reach	VERB
ajceb-4653	240	7	strategically	strategically	ADV
ajceb-4653	240	8	correct	correct	ADJ
ajceb-4653	240	9	bid	bid	NOUN
ajceb-4653	240	10	/	/	SYM
ajceb-4653	240	11	no	no	DET
ajceb-4653	240	12	bid	bid	NOUN
ajceb-4653	240	13	and	and	CCONJ
ajceb-4653	240	14	mark	mark	NOUN
ajceb-4653	240	15	-	-	PUNCT
ajceb-4653	240	16	up	up	ADP
ajceb-4653	240	17	size	size	NOUN
ajceb-4653	240	18	decisions	decision	NOUN
ajceb-4653	240	19	.	.	PUNCT
ajceb-4653	241	1	building	building	NOUN
ajceb-4653	241	2	and	and	CCONJ
ajceb-4653	241	3	environment	environment	NOUN
ajceb-4653	241	4	,	,	PUNCT
ajceb-4653	241	5	42(3	42(3	NUM
ajceb-4653	241	6	)	)	PUNCT
ajceb-4653	241	7	,	,	PUNCT
ajceb-4653	241	8	pp.1373	pp.1373	PROPN
ajceb-4653	241	9	-	-	PUNCT
ajceb-4653	241	10	85	85	NUM
ajceb-4653	241	11	.	.	PUNCT
ajceb-4653	242	1	doi	doi	NOUN
ajceb-4653	242	2	:	:	PUNCT
ajceb-4653	242	3	http://dx.doi.org/10.1016/j.buildenv.2005.11.016	http://dx.doi.org/10.1016/j.buildenv.2005.11.016	PROPN
ajceb-4653	242	4	engelbrecht	engelbrecht	NOUN
ajceb-4653	242	5	-	-	PUNCT
ajceb-4653	242	6	wiggans	wiggan	NOUN
ajceb-4653	242	7	,	,	PUNCT
ajceb-4653	242	8	r.	r.	NOUN
ajceb-4653	242	9	and	and	CCONJ
ajceb-4653	242	10	katok	katok	PROPN
ajceb-4653	242	11	,	,	PUNCT
ajceb-4653	242	12	e.	e.	PROPN
ajceb-4653	242	13	,	,	PUNCT
ajceb-4653	242	14	2008	2008	NUM
ajceb-4653	242	15	.	.	PUNCT
ajceb-4653	243	1	regret	regret	NOUN
ajceb-4653	243	2	and	and	CCONJ
ajceb-4653	243	3	feedback	feedback	VERB
ajceb-4653	243	4	information	information	NOUN
ajceb-4653	243	5	in	in	ADP
ajceb-4653	243	6	first	first	ADJ
ajceb-4653	243	7	-	-	PUNCT
ajceb-4653	243	8	price	price	NOUN
ajceb-4653	243	9	sealed	seal	VERB
ajceb-4653	243	10	-	-	PUNCT
ajceb-4653	243	11	bid	bid	NOUN
ajceb-4653	243	12	auctions	auction	NOUN
ajceb-4653	243	13	.	.	PUNCT
ajceb-4653	244	1	management	management	NOUN
ajceb-4653	244	2	science	science	NOUN
ajceb-4653	244	3	,	,	PUNCT
ajceb-4653	244	4	54(4	54(4	NUM
ajceb-4653	244	5	)	)	PUNCT
ajceb-4653	244	6	,	,	PUNCT
ajceb-4653	244	7	pp.808	pp.808	NOUN
ajceb-4653	244	8	-	-	SYM
ajceb-4653	244	9	19	19	NUM
ajceb-4653	244	10	.	.	PUNCT
ajceb-4653	245	1	doi	doi	PROPN
ajceb-4653	245	2	:	:	PUNCT
ajceb-4653	245	3	http://dx.doi.org/10.1287/mnsc.1070.0806	http://dx.doi.org/10.1287/mnsc.1070.0806	PROPN
ajceb-4653	245	4	esponda	esponda	PROPN
ajceb-4653	245	5	,	,	PUNCT
ajceb-4653	245	6	i.	i.	NOUN
ajceb-4653	245	7	,	,	PUNCT
ajceb-4653	245	8	2008	2008	NUM
ajceb-4653	245	9	.	.	PUNCT
ajceb-4653	246	1	information	information	NOUN
ajceb-4653	246	2	feedback	feedback	NOUN
ajceb-4653	246	3	in	in	ADP
ajceb-4653	246	4	first	first	ADJ
ajceb-4653	246	5	price	price	NOUN
ajceb-4653	246	6	auctions	auction	NOUN
ajceb-4653	246	7	.	.	PUNCT
ajceb-4653	247	1	the	the	DET
ajceb-4653	247	2	rand	rand	PROPN
ajceb-4653	247	3	journal	journal	NOUN
ajceb-4653	247	4	of	of	ADP
ajceb-4653	247	5	economics	economic	NOUN
ajceb-4653	247	6	,	,	PUNCT
ajceb-4653	247	7	39(2	39(2	NUM
ajceb-4653	247	8	)	)	PUNCT
ajceb-4653	247	9	,	,	PUNCT
ajceb-4653	247	10	pp.491	pp.491	NOUN
ajceb-4653	247	11	-	-	SYM
ajceb-4653	247	12	508	508	NUM
ajceb-4653	247	13	.	.	PUNCT
ajceb-4653	248	1	doi	doi	NOUN
ajceb-4653	248	2	:	:	PUNCT
ajceb-4653	248	3	http://dx.doi.org/10.1111/j.0741-6261.2008.00024.x	http://dx.doi.org/10.1111/j.0741-6261.2008.00024.x	PROPN
ajceb-4653	248	4	fu	fu	PROPN
ajceb-4653	248	5	,	,	PUNCT
ajceb-4653	248	6	w.k	w.k	PROPN
ajceb-4653	248	7	.	.	PROPN
ajceb-4653	248	8	,	,	PUNCT
ajceb-4653	248	9	drew	draw	VERB
ajceb-4653	248	10	,	,	PUNCT
ajceb-4653	248	11	d.	d.	PROPN
ajceb-4653	248	12	and	and	CCONJ
ajceb-4653	248	13	lo	lo	PROPN
ajceb-4653	248	14	,	,	PUNCT
ajceb-4653	248	15	h.p	h.p	PROPN
ajceb-4653	248	16	.	.	PROPN
ajceb-4653	248	17	,	,	PUNCT
ajceb-4653	248	18	2002	2002	NUM
ajceb-4653	248	19	.	.	PUNCT
ajceb-4653	249	1	the	the	DET
ajceb-4653	249	2	effect	effect	NOUN
ajceb-4653	249	3	of	of	ADP
ajceb-4653	249	4	experience	experience	NOUN
ajceb-4653	249	5	on	on	ADP
ajceb-4653	249	6	contractors	contractor	NOUN
ajceb-4653	249	7	’	'	PUNCT
ajceb-4653	249	8	competitiveness	competitiveness	NOUN
ajceb-4653	249	9	in	in	ADP
ajceb-4653	249	10	recurrent	recurrent	ADJ
ajceb-4653	249	11	bidding	bidding	NOUN
ajceb-4653	249	12	.	.	PUNCT
ajceb-4653	250	1	construction	construction	NOUN
ajceb-4653	250	2	management	management	NOUN
ajceb-4653	250	3	and	and	CCONJ
ajceb-4653	250	4	economics	economic	NOUN
ajceb-4653	250	5	,	,	PUNCT
ajceb-4653	250	6	20(8	20(8	NOUN
ajceb-4653	250	7	)	)	PUNCT
ajceb-4653	250	8	,	,	PUNCT
ajceb-4653	250	9	pp.655	pp.655	PROPN
ajceb-4653	250	10	-	-	PUNCT
ajceb-4653	250	11	66	66	NUM
ajceb-4653	250	12	.	.	PUNCT
ajceb-4653	251	1	doi	doi	NOUN
ajceb-4653	251	2	:	:	PUNCT
ajceb-4653	251	3	http://dx.doi.org/10.1080/0144619022000014060	http://dx.doi.org/10.1080/0144619022000014060	NOUN
ajceb-4653	251	4	fu	fu	PROPN
ajceb-4653	251	5	,	,	PUNCT
ajceb-4653	251	6	w.k	w.k	PROPN
ajceb-4653	251	7	.	.	PROPN
ajceb-4653	251	8	,	,	PUNCT
ajceb-4653	251	9	drew	draw	VERB
ajceb-4653	251	10	,	,	PUNCT
ajceb-4653	251	11	d.	d.	PROPN
ajceb-4653	251	12	and	and	CCONJ
ajceb-4653	251	13	lo	lo	PROPN
ajceb-4653	251	14	,	,	PUNCT
ajceb-4653	251	15	h.p	h.p	PROPN
ajceb-4653	251	16	.	.	PROPN
ajceb-4653	251	17	,	,	PUNCT
ajceb-4653	251	18	2004	2004	NUM
ajceb-4653	251	19	.	.	PUNCT
ajceb-4653	252	1	start	start	VERB
ajceb-4653	252	2	-	-	PUNCT
ajceb-4653	252	3	up	up	NOUN
ajceb-4653	252	4	and	and	CCONJ
ajceb-4653	252	5	steady	steady	ADJ
ajceb-4653	252	6	-	-	PUNCT
ajceb-4653	252	7	state	state	NOUN
ajceb-4653	252	8	learning	learning	NOUN
ajceb-4653	252	9	in	in	ADP
ajceb-4653	252	10	recurrent	recurrent	ADJ
ajceb-4653	252	11	bidding	bidding	NOUN
ajceb-4653	252	12	.	.	PUNCT
ajceb-4653	253	1	building	build	VERB
ajceb-4653	253	2	research	research	NOUN
ajceb-4653	253	3	and	and	CCONJ
ajceb-4653	253	4	information	information	NOUN
ajceb-4653	253	5	,	,	PUNCT
ajceb-4653	253	6	32(6	32(6	NUM
ajceb-4653	253	7	)	)	PUNCT
ajceb-4653	253	8	,	,	PUNCT
ajceb-4653	253	9	pp.484	pp.484	NOUN
ajceb-4653	253	10	-	-	SYM
ajceb-4653	253	11	96	96	NUM
ajceb-4653	253	12	.	.	PUNCT
ajceb-4653	254	1	doi	doi	PROPN
ajceb-4653	254	2	:	:	PUNCT
ajceb-4653	254	3	http://dx.doi.org/10.1080/0961321042000312123	http://dx.doi.org/10.1080/0961321042000312123	PROPN
ajceb-4653	254	4	hsiao	hsiao	PROPN
ajceb-4653	254	5	,	,	PUNCT
ajceb-4653	254	6	c.	c.	PROPN
ajceb-4653	254	7	,	,	PUNCT
ajceb-4653	254	8	2003	2003	NUM
ajceb-4653	254	9	.	.	PUNCT
ajceb-4653	255	1	analysis	analysis	NOUN
ajceb-4653	255	2	of	of	ADP
ajceb-4653	255	3	panel	panel	NOUN
ajceb-4653	255	4	data	datum	NOUN
ajceb-4653	255	5	.	.	PUNCT
ajceb-4653	256	1	2nd	2nd	ADJ
ajceb-4653	256	2	ed	ed	NOUN
ajceb-4653	256	3	.	.	PUNCT
ajceb-4653	257	1	cambridge	cambridge	PROPN
ajceb-4653	257	2	,	,	PUNCT
ajceb-4653	257	3	uk	uk	PROPN
ajceb-4653	257	4	:	:	PUNCT
ajceb-4653	257	5	cambridge	cambridge	PROPN
ajceb-4653	257	6	university	university	PROPN
ajceb-4653	257	7	press	press	NOUN
ajceb-4653	257	8	.	.	PUNCT
ajceb-4653	258	1	doi	doi	NOUN
ajceb-4653	258	2	:	:	PUNCT
ajceb-4653	258	3	http://dx.doi.org/10.1017/cbo9780511754203	http://dx.doi.org/10.1017/cbo9780511754203	X
ajceb-4653	258	4	kagel	kagel	PROPN
ajceb-4653	258	5	,	,	PUNCT
ajceb-4653	258	6	j.h	j.h	PROPN
ajceb-4653	258	7	.	.	PROPN
ajceb-4653	258	8	and	and	CCONJ
ajceb-4653	258	9	levin	levin	PROPN
ajceb-4653	258	10	,	,	PUNCT
ajceb-4653	258	11	d.	d.	PROPN
ajceb-4653	258	12	,	,	PUNCT
ajceb-4653	258	13	2002	2002	NUM
ajceb-4653	258	14	.	.	PUNCT
ajceb-4653	259	1	common	common	ADJ
ajceb-4653	259	2	value	value	NOUN
ajceb-4653	259	3	auctions	auction	NOUN
ajceb-4653	259	4	and	and	CCONJ
ajceb-4653	259	5	the	the	DET
ajceb-4653	259	6	winner	winner	NOUN
ajceb-4653	259	7	's	's	PART
ajceb-4653	259	8	curse	curse	NOUN
ajceb-4653	259	9	.	.	PUNCT
ajceb-4653	260	1	oxfordshire	oxfordshire	NOUN
ajceb-4653	260	2	:	:	PUNCT
ajceb-4653	260	3	princeton	princeton	PROPN
ajceb-4653	260	4	university	university	PROPN
ajceb-4653	260	5	press	press	NOUN
ajceb-4653	260	6	.	.	PUNCT
ajceb-4653	261	1	kortanek	kortanek	PROPN
ajceb-4653	261	2	,	,	PUNCT
ajceb-4653	261	3	k.	k.	PROPN
ajceb-4653	261	4	,	,	PUNCT
ajceb-4653	261	5	sodeni	sodeni	PROPN
ajceb-4653	261	6	,	,	PUNCT
ajceb-4653	261	7	j.	j.	PROPN
ajceb-4653	261	8	and	and	CCONJ
ajceb-4653	261	9	sodaro	sodaro	PROPN
ajceb-4653	261	10	,	,	PUNCT
ajceb-4653	261	11	d.	d.	PROPN
ajceb-4653	261	12	,	,	PUNCT
ajceb-4653	261	13	1973	1973	NUM
ajceb-4653	261	14	.	.	PUNCT
ajceb-4653	262	1	profit	profit	NOUN
ajceb-4653	262	2	analyses	analysis	NOUN
ajceb-4653	262	3	and	and	CCONJ
ajceb-4653	262	4	sequential	sequential	ADJ
ajceb-4653	262	5	bid	bid	NOUN
ajceb-4653	262	6	pricing	pricing	NOUN
ajceb-4653	262	7	models	model	NOUN
ajceb-4653	262	8	.	.	PUNCT
ajceb-4653	263	1	management	management	NOUN
ajceb-4653	263	2	science	science	NOUN
ajceb-4653	263	3	,	,	PUNCT
ajceb-4653	263	4	20(3	20(3	NOUN
ajceb-4653	263	5	)	)	PUNCT
ajceb-4653	263	6	,	,	PUNCT
ajceb-4653	263	7	pp.396	pp.396	PROPN
ajceb-4653	263	8	-	-	PUNCT
ajceb-4653	263	9	417	417	PROPN
ajceb-4653	263	10	.	.	PUNCT
ajceb-4653	264	1	doi	doi	NOUN
ajceb-4653	264	2	:	:	PUNCT
ajceb-4653	264	3	http://dx.doi.org/10.1287/mnsc.20.3.396	http://dx.doi.org/10.1287/mnsc.20.3.396	PROPN
ajceb-4653	264	4	ling	ling	PROPN
ajceb-4653	264	5	,	,	PUNCT
ajceb-4653	264	6	f.y.y	f.y.y	PROPN
ajceb-4653	264	7	.	.	PROPN
ajceb-4653	264	8	,	,	PUNCT
ajceb-4653	264	9	2005	2005	NUM
ajceb-4653	264	10	.	.	PUNCT
ajceb-4653	265	1	global	global	ADJ
ajceb-4653	265	2	factors	factor	NOUN
ajceb-4653	265	3	affecting	affect	VERB
ajceb-4653	265	4	margin	margin	NOUN
ajceb-4653	265	5	-	-	PUNCT
ajceb-4653	265	6	size	size	NOUN
ajceb-4653	265	7	of	of	ADP
ajceb-4653	265	8	construction	construction	NOUN
ajceb-4653	265	9	projects	project	NOUN
ajceb-4653	265	10	.	.	PUNCT
ajceb-4653	266	1	journal	journal	NOUN
ajceb-4653	266	2	of	of	ADP
ajceb-4653	266	3	construction	construction	NOUN
ajceb-4653	266	4	research	research	NOUN
ajceb-4653	266	5	,	,	PUNCT
ajceb-4653	266	6	6(01	6(01	NUM
ajceb-4653	266	7	)	)	PUNCT
ajceb-4653	266	8	,	,	PUNCT
ajceb-4653	266	9	pp.91	pp.91	NOUN
ajceb-4653	266	10	-	-	PROPN
ajceb-4653	266	11	106	106	NUM
ajceb-4653	266	12	.	.	PUNCT
ajceb-4653	267	1	doi	doi	NOUN
ajceb-4653	267	2	:	:	PUNCT
ajceb-4653	267	3	http://dx.doi.org/10.1142/s1609945105000274	http://dx.doi.org/10.1142/s1609945105000274	PROPN
ajceb-4653	267	4	lo	lo	PROPN
ajceb-4653	267	5	,	,	PUNCT
ajceb-4653	267	6	h.p	h.p	PROPN
ajceb-4653	267	7	.	.	PROPN
ajceb-4653	267	8	,	,	PUNCT
ajceb-4653	267	9	drew	draw	VERB
ajceb-4653	267	10	,	,	PUNCT
ajceb-4653	267	11	d.	d.	PROPN
ajceb-4653	267	12	and	and	CCONJ
ajceb-4653	267	13	fu	fu	PROPN
ajceb-4653	267	14	,	,	PUNCT
ajceb-4653	267	15	w.k	w.k	PROPN
ajceb-4653	267	16	.	.	PROPN
ajceb-4653	267	17	,	,	PUNCT
ajceb-4653	267	18	2000	2000	NUM
ajceb-4653	267	19	.	.	PUNCT
ajceb-4653	268	1	a	a	DET
ajceb-4653	268	2	handbook	handbook	NOUN
ajceb-4653	268	3	of	of	ADP
ajceb-4653	268	4	feedback	feedback	NOUN
ajceb-4653	268	5	information	information	NOUN
ajceb-4653	268	6	for	for	ADP
ajceb-4653	268	7	construction	construction	NOUN
ajceb-4653	268	8	contract	contract	NOUN
ajceb-4653	268	9	bidding	bidding	NOUN
ajceb-4653	268	10	.	.	PUNCT
ajceb-4653	269	1	in	in	ADP
ajceb-4653	269	2	:	:	PUNCT
ajceb-4653	269	3	serpell	serpell	PROPN
ajceb-4653	269	4	,	,	PUNCT
ajceb-4653	269	5	a.	a.	NOUN
ajceb-4653	269	6	,	,	PUNCT
ajceb-4653	269	7	ed	ed	NOUN
ajceb-4653	269	8	.	.	PUNCT
ajceb-4653	269	9	information	information	NOUN
ajceb-4653	269	10	and	and	CCONJ
ajceb-4653	269	11	communication	communication	NOUN
ajceb-4653	269	12	in	in	ADP
ajceb-4653	269	13	construction	construction	NOUN
ajceb-4653	269	14	procurement	procurement	NOUN
ajceb-4653	269	15	:	:	PUNCT
ajceb-4653	269	16	cib	cib	PROPN
ajceb-4653	269	17	w92	w92	PROPN
ajceb-4653	269	18	procurement	procurement	NOUN
ajceb-4653	269	19	system	system	NOUN
ajceb-4653	269	20	symposium	symposium	NOUN
ajceb-4653	269	21	.	.	PUNCT
ajceb-4653	269	22	santiago	santiago	PROPN
ajceb-4653	269	23	,	,	PUNCT
ajceb-4653	269	24	chile	chile	PROPN
ajceb-4653	269	25	,	,	PUNCT
ajceb-4653	269	26	24	24	NUM
ajceb-4653	269	27	-	-	SYM
ajceb-4653	269	28	27	27	NUM
ajceb-4653	269	29	april	april	PROPN
ajceb-4653	269	30	,	,	PUNCT
ajceb-4653	269	31	pp.15	pp.15	PROPN
ajceb-4653	269	32	-	-	PROPN
ajceb-4653	269	33	27	27	NUM
ajceb-4653	269	34	.	.	PUNCT
ajceb-4653	270	1	lowe	lowe	PROPN
ajceb-4653	270	2	,	,	PUNCT
ajceb-4653	270	3	d.j	d.j	PROPN
ajceb-4653	270	4	.	.	PROPN
ajceb-4653	270	5	and	and	CCONJ
ajceb-4653	270	6	skitmore	skitmore	NOUN
ajceb-4653	270	7	,	,	PUNCT
ajceb-4653	270	8	m.	m.	NOUN
ajceb-4653	270	9	,	,	PUNCT
ajceb-4653	270	10	2006	2006	NUM
ajceb-4653	270	11	.	.	PUNCT
ajceb-4653	271	1	bidding	bidding	NOUN
ajceb-4653	271	2	.	.	PUNCT
ajceb-4653	272	1	in	in	ADP
ajceb-4653	272	2	:	:	PUNCT
ajceb-4653	272	3	lowe	lowe	PROPN
ajceb-4653	272	4	,	,	PUNCT
ajceb-4653	272	5	d.j	d.j	PROPN
ajceb-4653	272	6	.	.	PROPN
ajceb-4653	272	7	and	and	CCONJ
ajceb-4653	272	8	leiringer	leiringer	PROPN
ajceb-4653	272	9	,	,	PUNCT
ajceb-4653	272	10	r.	r.	PROPN
ajceb-4653	272	11	,	,	PUNCT
ajceb-4653	272	12	eds	eds	PROPN
ajceb-4653	272	13	.	.	PUNCT
ajceb-4653	272	14	commercial	commercial	ADJ
ajceb-4653	272	15	management	management	NOUN
ajceb-4653	272	16	of	of	ADP
ajceb-4653	272	17	projects	project	NOUN
ajceb-4653	272	18	:	:	PUNCT
ajceb-4653	272	19	defining	define	VERB
ajceb-4653	272	20	the	the	DET
ajceb-4653	272	21	discipline	discipline	NOUN
ajceb-4653	272	22	.	.	PUNCT
ajceb-4653	273	1	oxford	oxford	PROPN
ajceb-4653	273	2	,	,	PUNCT
ajceb-4653	273	3	uk	uk	PROPN
ajceb-4653	273	4	:	:	PUNCT
ajceb-4653	273	5	blackwell	blackwell	PROPN
ajceb-4653	273	6	publishing	publishing	NOUN
ajceb-4653	273	7	.	.	PUNCT
ajceb-4653	274	1	doi	doi	NOUN
ajceb-4653	274	2	:	:	PUNCT
ajceb-4653	274	3	http://dx.doi.org/10.1002/9780470759509	http://dx.doi.org/10.1002/9780470759509	NOUN
ajceb-4653	274	4	and	and	CCONJ
ajceb-4653	274	5	doi	doi	NOUN
ajceb-4653	274	6	:	:	PUNCT
ajceb-4653	274	7	http://dx.doi.org/10.1002/9780470759509.ch16	http://dx.doi.org/10.1002/9780470759509.ch16	NOUN
ajceb-4653	274	8	mccaffer	mccaffer	NOUN
ajceb-4653	274	9	,	,	PUNCT
ajceb-4653	274	10	r.	r.	PROPN
ajceb-4653	274	11	and	and	CCONJ
ajceb-4653	274	12	pettitt	pettitt	PROPN
ajceb-4653	274	13	,	,	PUNCT
ajceb-4653	274	14	a.n	a.n	PROPN
ajceb-4653	274	15	.	.	PROPN
ajceb-4653	274	16	,	,	PUNCT
ajceb-4653	274	17	1976	1976	NUM
ajceb-4653	274	18	.	.	PUNCT
ajceb-4653	275	1	bidding	bid	VERB
ajceb-4653	275	2	behaviour	behaviour	NOUN
ajceb-4653	275	3	in	in	ADP
ajceb-4653	275	4	project	project	NOUN
ajceb-4653	275	5	management	management	NOUN
ajceb-4653	275	6	.	.	PUNCT
ajceb-4653	276	1	the	the	DET
ajceb-4653	276	2	project	project	NOUN
ajceb-4653	276	3	manager	manager	NOUN
ajceb-4653	276	4	,	,	PUNCT
ajceb-4653	276	5	1(5	1(5	NUM
ajceb-4653	276	6	)	)	PUNCT
ajceb-4653	276	7	,	,	PUNCT
ajceb-4653	276	8	pp	pp	ADJ
ajceb-4653	276	9	.	.	PUNCT
ajceb-4653	277	1	5	5	NUM
ajceb-4653	277	2	-	-	SYM
ajceb-4653	277	3	8	8	NUM
ajceb-4653	277	4	.	.	PUNCT
ajceb-4653	278	1	milgrom	milgrom	ADJ
ajceb-4653	278	2	,	,	PUNCT
ajceb-4653	278	3	p.	p.	NOUN
ajceb-4653	278	4	and	and	CCONJ
ajceb-4653	278	5	weber	weber	PROPN
ajceb-4653	278	6	,	,	PUNCT
ajceb-4653	278	7	r.j	r.j	PROPN
ajceb-4653	278	8	.	.	PROPN
ajceb-4653	278	9	,	,	PUNCT
ajceb-4653	278	10	1982	1982	NUM
ajceb-4653	278	11	.	.	PUNCT
ajceb-4653	279	1	the	the	DET
ajceb-4653	279	2	value	value	NOUN
ajceb-4653	279	3	of	of	ADP
ajceb-4653	279	4	information	information	NOUN
ajceb-4653	279	5	in	in	ADP
ajceb-4653	279	6	a	a	DET
ajceb-4653	279	7	sealed	seal	VERB
ajceb-4653	279	8	-	-	PUNCT
ajceb-4653	279	9	bid	bid	NOUN
ajceb-4653	279	10	auction	auction	NOUN
ajceb-4653	279	11	.	.	PUNCT
ajceb-4653	280	1	journal	journal	PROPN
ajceb-4653	280	2	of	of	ADP
ajceb-4653	280	3	mathematical	mathematical	ADJ
ajceb-4653	280	4	economics	economic	NOUN
ajceb-4653	280	5	,	,	PUNCT
ajceb-4653	280	6	10(1	10(1	NUM
ajceb-4653	280	7	)	)	PUNCT
ajceb-4653	280	8	,	,	PUNCT
ajceb-4653	280	9	pp.105	pp.105	NOUN
ajceb-4653	280	10	-	-	PUNCT
ajceb-4653	280	11	14	14	NUM
ajceb-4653	280	12	.	.	PUNCT
ajceb-4653	281	1	doi	doi	NOUN
ajceb-4653	281	2	:	:	PUNCT
ajceb-4653	281	3	http://dx.doi.org/10.1016/0304-4068(82)90008-8	http://dx.doi.org/10.1016/0304-4068(82)90008-8	PROPN
ajceb-4653	281	4	ministry	ministry	PROPN
ajceb-4653	281	5	of	of	ADP
ajceb-4653	281	6	finance	finance	PROPN
ajceb-4653	281	7	,	,	PUNCT
ajceb-4653	281	8	2005	2005	NUM
ajceb-4653	281	9	.	.	PUNCT
ajceb-4653	282	1	contracts	contract	NOUN
ajceb-4653	282	2	and	and	CCONJ
ajceb-4653	282	3	purchasing	purchasing	NOUN
ajceb-4653	282	4	procedures	procedure	NOUN
ajceb-4653	282	5	.	.	PUNCT
ajceb-4653	283	1	singapore	singapore	PROPN
ajceb-4653	283	2	:	:	PUNCT
ajceb-4653	283	3	ministry	ministry	PROPN
ajceb-4653	283	4	of	of	ADP
ajceb-4653	283	5	finance	finance	PROPN
ajceb-4653	283	6	.	.	PUNCT
ajceb-4653	284	1	http://dx.doi.org/10.1023/a:1009981800289	http://dx.doi.org/10.1023/a:1009981800289	ADJ
ajceb-4653	284	2	http://dx.doi.org/10.2307/2234207	http://dx.doi.org/10.2307/2234207	NOUN
ajceb-4653	284	3	http://dx.doi.org/10.1016/s0167-2681%2801%2900235-9	http://dx.doi.org/10.1016/s0167-2681%2801%2900235-9	PROPN
ajceb-4653	284	4	http://dx.doi.org/10.1016/j.buildenv.2005.11.016	http://dx.doi.org/10.1016/j.buildenv.2005.11.016	PROPN
ajceb-4653	284	5	http://dx.doi.org/10.1287/mnsc.1070.0806	http://dx.doi.org/10.1287/mnsc.1070.0806	VERB
ajceb-4653	284	6	http://dx.doi.org/10.1111/j.0741-6261.2008.00024.x	http://dx.doi.org/10.1111/j.0741-6261.2008.00024.x	ADJ
ajceb-4653	284	7	http://dx.doi.org/10.1080/0144619022000014060	http://dx.doi.org/10.1080/0144619022000014060	NOUN
ajceb-4653	284	8	http://dx.doi.org/10.1080/0961321042000312123	http://dx.doi.org/10.1080/0961321042000312123	VERB
ajceb-4653	284	9	http://dx.doi.org/10.1017/cbo9780511754203	http://dx.doi.org/10.1017/cbo9780511754203	X
ajceb-4653	284	10	http://dx.doi.org/10.1287/mnsc.20.3.396	http://dx.doi.org/10.1287/mnsc.20.3.396	ADV
ajceb-4653	285	1	http://dx.doi.org/10.1142/s1609945105000274	http://dx.doi.org/10.1142/s1609945105000274	PROPN
ajceb-4653	285	2	http://dx.doi.org/10.1002/9780470759509	http://dx.doi.org/10.1002/9780470759509	NOUN
ajceb-4653	285	3	http://dx.doi.org/10.1002/9780470759509.ch16	http://dx.doi.org/10.1002/9780470759509.ch16	PROPN
ajceb-4653	285	4	http://dx.doi.org/10.1016/0304-4068%2882%2990008-8	http://dx.doi.org/10.1016/0304-4068%2882%2990008-8	PROPN
ajceb-4653	285	5	construction	construction	NOUN
ajceb-4653	285	6	economics	economic	NOUN
ajceb-4653	285	7	and	and	CCONJ
ajceb-4653	285	8	building	building	NOUN
ajceb-4653	285	9	,	,	PUNCT
ajceb-4653	285	10	15(4	15(4	NUM
ajceb-4653	285	11	)	)	PUNCT
ajceb-4653	285	12	,	,	PUNCT
ajceb-4653	285	13	16	16	NUM
ajceb-4653	285	14	-	-	SYM
ajceb-4653	285	15	29	29	NUM
ajceb-4653	285	16	oo	oo	NOUN
ajceb-4653	285	17	,	,	PUNCT
ajceb-4653	285	18	ling	ling	PROPN
ajceb-4653	285	19	and	and	CCONJ
ajceb-4653	285	20	soo	soo	PROPN
ajceb-4653	285	21	29	29	NUM
ajceb-4653	285	22	neugebauer	neugebauer	NOUN
ajceb-4653	285	23	,	,	PUNCT
ajceb-4653	285	24	t.	t.	NOUN
ajceb-4653	285	25	and	and	CCONJ
ajceb-4653	285	26	perote	perote	ADJ
ajceb-4653	285	27	,	,	PUNCT
ajceb-4653	285	28	j.	j.	PROPN
ajceb-4653	285	29	,	,	PUNCT
ajceb-4653	285	30	2008	2008	NUM
ajceb-4653	285	31	.	.	PUNCT
ajceb-4653	286	1	bidding	bid	VERB
ajceb-4653	286	2	‘	'	PUNCT
ajceb-4653	286	3	as	as	SCONJ
ajceb-4653	286	4	if	if	SCONJ
ajceb-4653	286	5	’	'	PUNCT
ajceb-4653	286	6	risk	risk	NOUN
ajceb-4653	286	7	neutral	neutral	ADJ
ajceb-4653	286	8	in	in	ADP
ajceb-4653	286	9	experimental	experimental	ADJ
ajceb-4653	286	10	first	first	ADJ
ajceb-4653	286	11	price	price	NOUN
ajceb-4653	286	12	auctions	auction	NOUN
ajceb-4653	286	13	without	without	ADP
ajceb-4653	286	14	information	information	NOUN
ajceb-4653	286	15	feedback	feedback	NOUN
ajceb-4653	286	16	.	.	PUNCT
ajceb-4653	287	1	experimental	experimental	ADJ
ajceb-4653	287	2	economics	economic	NOUN
ajceb-4653	287	3	,	,	PUNCT
ajceb-4653	287	4	11(2	11(2	NOUN
ajceb-4653	287	5	)	)	PUNCT
ajceb-4653	287	6	,	,	PUNCT
ajceb-4653	287	7	pp.190	pp.190	PROPN
ajceb-4653	287	8	-	-	PUNCT
ajceb-4653	287	9	202	202	NUM
ajceb-4653	287	10	.	.	PUNCT
ajceb-4653	288	1	doi	doi	NOUN
ajceb-4653	288	2	:	:	PUNCT
ajceb-4653	288	3	http://dx.doi.org/10.1007/s10683-0079166-0	http://dx.doi.org/10.1007/s10683-0079166-0	ADJ
ajceb-4653	288	4	neugebauer	neugebauer	NOUN
ajceb-4653	288	5	,	,	PUNCT
ajceb-4653	288	6	t.	t.	NOUN
ajceb-4653	288	7	and	and	CCONJ
ajceb-4653	288	8	selten	selten	PROPN
ajceb-4653	288	9	,	,	PUNCT
ajceb-4653	288	10	r.	r.	PROPN
ajceb-4653	288	11	,	,	PUNCT
ajceb-4653	288	12	2006	2006	NUM
ajceb-4653	288	13	.	.	PUNCT
ajceb-4653	289	1	individual	individual	ADJ
ajceb-4653	289	2	behavior	behavior	NOUN
ajceb-4653	289	3	of	of	ADP
ajceb-4653	289	4	first	first	ADJ
ajceb-4653	289	5	-	-	PUNCT
ajceb-4653	289	6	price	price	NOUN
ajceb-4653	289	7	auctions	auction	NOUN
ajceb-4653	289	8	:	:	PUNCT
ajceb-4653	289	9	the	the	DET
ajceb-4653	289	10	importance	importance	NOUN
ajceb-4653	289	11	of	of	ADP
ajceb-4653	289	12	information	information	NOUN
ajceb-4653	289	13	feedback	feedback	NOUN
ajceb-4653	289	14	in	in	ADP
ajceb-4653	289	15	computerized	computerized	ADJ
ajceb-4653	289	16	experimental	experimental	ADJ
ajceb-4653	289	17	markets	market	NOUN
ajceb-4653	289	18	.	.	PUNCT
ajceb-4653	290	1	games	game	NOUN
ajceb-4653	290	2	and	and	CCONJ
ajceb-4653	290	3	economic	economic	ADJ
ajceb-4653	290	4	behavior	behavior	NOUN
ajceb-4653	290	5	,	,	PUNCT
ajceb-4653	290	6	54(1	54(1	NUM
ajceb-4653	290	7	)	)	PUNCT
ajceb-4653	290	8	,	,	PUNCT
ajceb-4653	290	9	pp.183	pp.183	NOUN
ajceb-4653	290	10	-	-	PUNCT
ajceb-4653	290	11	204	204	NUM
ajceb-4653	290	12	.	.	PUNCT
ajceb-4653	291	1	doi	doi	NOUN
ajceb-4653	291	2	:	:	PUNCT
ajceb-4653	291	3	http://dx.doi.org/10.1016/j.geb.2005.10.001	http://dx.doi.org/10.1016/j.geb.2005.10.001	VERB
ajceb-4653	291	4	new	new	ADJ
ajceb-4653	291	5	south	south	PROPN
ajceb-4653	291	6	wales	wales	PROPN
ajceb-4653	291	7	government	government	NOUN
ajceb-4653	291	8	,	,	PUNCT
ajceb-4653	291	9	2005	2005	NUM
ajceb-4653	291	10	.	.	PUNCT
ajceb-4653	292	1	code	code	NOUN
ajceb-4653	292	2	of	of	ADP
ajceb-4653	292	3	practice	practice	NOUN
ajceb-4653	292	4	for	for	ADP
ajceb-4653	292	5	procurement	procurement	NOUN
ajceb-4653	292	6	.	.	PUNCT
ajceb-4653	293	1	sydney	sydney	PROPN
ajceb-4653	293	2	:	:	PUNCT
ajceb-4653	293	3	new	new	PROPN
ajceb-4653	293	4	south	south	PROPN
ajceb-4653	293	5	wales	wales	PROPN
ajceb-4653	293	6	government	government	NOUN
ajceb-4653	293	7	.	.	PUNCT
ajceb-4653	294	1	ockenfels	ockenfel	NOUN
ajceb-4653	294	2	,	,	PUNCT
ajceb-4653	294	3	a.	a.	NOUN
ajceb-4653	294	4	and	and	CCONJ
ajceb-4653	294	5	selten	selten	VERB
ajceb-4653	294	6	,	,	PUNCT
ajceb-4653	294	7	r.	r.	PROPN
ajceb-4653	294	8	,	,	PUNCT
ajceb-4653	294	9	2005	2005	NUM
ajceb-4653	294	10	.	.	PUNCT
ajceb-4653	295	1	impulse	impulse	ADJ
ajceb-4653	295	2	balance	balance	NOUN
ajceb-4653	295	3	equilibrium	equilibrium	NOUN
ajceb-4653	295	4	and	and	CCONJ
ajceb-4653	295	5	feedback	feedback	NOUN
ajceb-4653	295	6	in	in	ADP
ajceb-4653	295	7	first	first	ADJ
ajceb-4653	295	8	price	price	NOUN
ajceb-4653	295	9	auctions	auction	NOUN
ajceb-4653	295	10	.	.	PUNCT
ajceb-4653	296	1	games	game	NOUN
ajceb-4653	296	2	and	and	CCONJ
ajceb-4653	296	3	economic	economic	ADJ
ajceb-4653	296	4	behavior	behavior	NOUN
ajceb-4653	296	5	,	,	PUNCT
ajceb-4653	296	6	51(1	51(1	NUM
ajceb-4653	296	7	)	)	PUNCT
ajceb-4653	296	8	,	,	PUNCT
ajceb-4653	296	9	pp.155	pp.155	PROPN
ajceb-4653	296	10	-	-	PUNCT
ajceb-4653	296	11	70	70	NUM
ajceb-4653	296	12	.	.	PUNCT
ajceb-4653	297	1	doi	doi	NOUN
ajceb-4653	297	2	:	:	PUNCT
ajceb-4653	297	3	http://dx.doi.org/10.1016/j.geb.2004.04.002	http://dx.doi.org/10.1016/j.geb.2004.04.002	PROPN
ajceb-4653	297	4	oo	oo	PROPN
ajceb-4653	297	5	,	,	PUNCT
ajceb-4653	297	6	b.l	b.l	PROPN
ajceb-4653	297	7	.	.	PROPN
ajceb-4653	297	8	,	,	PUNCT
ajceb-4653	297	9	drew	draw	VERB
ajceb-4653	297	10	,	,	PUNCT
ajceb-4653	297	11	d.	d.	PROPN
ajceb-4653	297	12	and	and	CCONJ
ajceb-4653	297	13	lo	lo	PROPN
ajceb-4653	297	14	,	,	PUNCT
ajceb-4653	297	15	h.p	h.p	PROPN
ajceb-4653	297	16	.	.	PROPN
ajceb-4653	297	17	,	,	PUNCT
ajceb-4653	297	18	2007	2007	NUM
ajceb-4653	297	19	.	.	PUNCT
ajceb-4653	298	1	applying	apply	VERB
ajceb-4653	298	2	a	a	DET
ajceb-4653	298	3	random	random	ADJ
ajceb-4653	298	4	-	-	PUNCT
ajceb-4653	298	5	coefficients	coefficient	NOUN
ajceb-4653	298	6	logistic	logistic	ADJ
ajceb-4653	298	7	model	model	NOUN
ajceb-4653	298	8	to	to	ADP
ajceb-4653	298	9	contractors	contractor	NOUN
ajceb-4653	298	10	’	'	PUNCT
ajceb-4653	298	11	decision	decision	NOUN
ajceb-4653	298	12	to	to	PART
ajceb-4653	298	13	bid	bid	VERB
ajceb-4653	298	14	.	.	PUNCT
ajceb-4653	299	1	construction	construction	NOUN
ajceb-4653	299	2	management	management	NOUN
ajceb-4653	299	3	and	and	CCONJ
ajceb-4653	299	4	economics	economic	NOUN
ajceb-4653	299	5	,	,	PUNCT
ajceb-4653	299	6	25(4	25(4	NOUN
ajceb-4653	299	7	)	)	PUNCT
ajceb-4653	299	8	,	,	PUNCT
ajceb-4653	299	9	pp.387	pp.387	NOUN
ajceb-4653	299	10	-	-	SYM
ajceb-4653	299	11	98	98	NUM
ajceb-4653	299	12	.	.	PUNCT
ajceb-4653	300	1	doi	doi	NOUN
ajceb-4653	300	2	:	:	PUNCT
ajceb-4653	300	3	http://dx.doi.org/10.1080/01446190600922552	http://dx.doi.org/10.1080/01446190600922552	NOUN
ajceb-4653	300	4	oo	oo	PROPN
ajceb-4653	300	5	,	,	PUNCT
ajceb-4653	300	6	b.l	b.l	PROPN
ajceb-4653	300	7	.	.	PROPN
ajceb-4653	300	8	,	,	PUNCT
ajceb-4653	300	9	drew	draw	VERB
ajceb-4653	300	10	,	,	PUNCT
ajceb-4653	300	11	d.	d.	PROPN
ajceb-4653	300	12	and	and	CCONJ
ajceb-4653	300	13	lo	lo	PROPN
ajceb-4653	300	14	,	,	PUNCT
ajceb-4653	300	15	h.p	h.p	PROPN
ajceb-4653	300	16	.	.	PROPN
ajceb-4653	300	17	,	,	PUNCT
ajceb-4653	300	18	2008	2008	NUM
ajceb-4653	300	19	.	.	PUNCT
ajceb-4653	301	1	heterogeneous	heterogeneous	ADJ
ajceb-4653	301	2	approach	approach	NOUN
ajceb-4653	301	3	to	to	ADP
ajceb-4653	301	4	modelling	model	VERB
ajceb-4653	301	5	the	the	DET
ajceb-4653	301	6	contractors	contractor	NOUN
ajceb-4653	301	7	’	’	PART
ajceb-4653	301	8	decision	decision	NOUN
ajceb-4653	301	9	-	-	PUNCT
ajceb-4653	301	10	to	to	ADP
ajceb-4653	301	11	-	-	PUNCT
ajceb-4653	301	12	bid	bid	NOUN
ajceb-4653	301	13	strategies	strategy	NOUN
ajceb-4653	301	14	.	.	PUNCT
ajceb-4653	302	1	journal	journal	NOUN
ajceb-4653	302	2	of	of	ADP
ajceb-4653	302	3	construction	construction	NOUN
ajceb-4653	302	4	,	,	PUNCT
ajceb-4653	302	5	engineering	engineering	NOUN
ajceb-4653	302	6	and	and	CCONJ
ajceb-4653	302	7	management	management	NOUN
ajceb-4653	302	8	.	.	PUNCT
ajceb-4653	303	1	10.1061/(asce)0733	10.1061/(asce)0733	NUM
ajceb-4653	303	2	-	-	PUNCT
ajceb-4653	303	3	9364(2008)134:10(766	9364(2008)134:10(766	NOUN
ajceb-4653	303	4	)	)	PUNCT
ajceb-4653	303	5	.	.	PUNCT
ajceb-4653	304	1	doi	doi	NOUN
ajceb-4653	304	2	:	:	PUNCT
ajceb-4653	304	3	http://dx.doi.org/10.1061/(asce)0733-9364(2008)134:10(766	http://dx.doi.org/10.1061/(asce)0733-9364(2008)134:10(766	NOUN
ajceb-4653	304	4	)	)	PUNCT
ajceb-4653	304	5	oo	oo	INTJ
ajceb-4653	304	6	,	,	PUNCT
ajceb-4653	304	7	b.l	b.l	PROPN
ajceb-4653	304	8	.	.	PROPN
ajceb-4653	304	9	,	,	PUNCT
ajceb-4653	304	10	abdul	abdul	PROPN
ajceb-4653	304	11	-	-	PUNCT
ajceb-4653	304	12	aziz	aziz	PROPN
ajceb-4653	304	13	,	,	PUNCT
ajceb-4653	304	14	a.r	a.r	PROPN
ajceb-4653	304	15	.	.	PROPN
ajceb-4653	304	16	and	and	CCONJ
ajceb-4653	304	17	lim	lim	PROPN
ajceb-4653	304	18	,	,	PUNCT
ajceb-4653	304	19	y.m	y.m	PROPN
ajceb-4653	304	20	.	.	PROPN
ajceb-4653	304	21	,	,	PUNCT
ajceb-4653	304	22	2011	2011	NUM
ajceb-4653	304	23	.	.	PUNCT
ajceb-4653	305	1	information	information	NOUN
ajceb-4653	305	2	feedback	feedback	NOUN
ajceb-4653	305	3	and	and	CCONJ
ajceb-4653	305	4	learning	learn	VERB
ajceb-4653	305	5	in	in	ADP
ajceb-4653	305	6	construction	construction	NOUN
ajceb-4653	305	7	bidding	bidding	NOUN
ajceb-4653	305	8	.	.	PUNCT
ajceb-4653	306	1	australian	australian	ADJ
ajceb-4653	306	2	journal	journal	NOUN
ajceb-4653	306	3	of	of	ADP
ajceb-4653	306	4	construction	construction	NOUN
ajceb-4653	306	5	economics	economic	NOUN
ajceb-4653	306	6	and	and	CCONJ
ajceb-4653	306	7	buildings	building	NOUN
ajceb-4653	306	8	,	,	PUNCT
ajceb-4653	306	9	11(3	11(3	NUM
ajceb-4653	306	10	)	)	PUNCT
ajceb-4653	306	11	,	,	PUNCT
ajceb-4653	306	12	pp.34	pp.34	NOUN
ajceb-4653	306	13	-	-	SYM
ajceb-4653	306	14	44	44	NUM
ajceb-4653	306	15	.	.	PUNCT
ajceb-4653	307	1	doi	doi	NOUN
ajceb-4653	307	2	:	:	PUNCT
ajceb-4653	307	3	http://dx.doi.org/10.5130/ajceb.v11i3.2173	http://dx.doi.org/10.5130/ajceb.v11i3.2173	PROPN
ajceb-4653	307	4	oo	oo	INTJ
ajceb-4653	307	5	,	,	PUNCT
ajceb-4653	307	6	b.l	b.l	PROPN
ajceb-4653	307	7	.	.	PROPN
ajceb-4653	307	8	,	,	PUNCT
ajceb-4653	307	9	drew	draw	VERB
ajceb-4653	307	10	,	,	PUNCT
ajceb-4653	307	11	d.s	d.s	PROPN
ajceb-4653	307	12	.	.	PROPN
ajceb-4653	308	1	and	and	CCONJ
ajceb-4653	308	2	lo	lo	PROPN
ajceb-4653	308	3	,	,	PUNCT
ajceb-4653	308	4	h.p	h.p	PROPN
ajceb-4653	308	5	.	.	PROPN
ajceb-4653	308	6	,	,	PUNCT
ajceb-4653	308	7	2010a	2010a	PROPN
ajceb-4653	308	8	.	.	PUNCT
ajceb-4653	309	1	modeling	model	VERB
ajceb-4653	309	2	the	the	DET
ajceb-4653	309	3	heterogeneity	heterogeneity	NOUN
ajceb-4653	309	4	in	in	ADP
ajceb-4653	309	5	contractors	contractor	NOUN
ajceb-4653	309	6	’	'	PUNCT
ajceb-4653	309	7	mark	mark	NOUN
ajceb-4653	309	8	-	-	PUNCT
ajceb-4653	309	9	up	up	ADP
ajceb-4653	309	10	behavior	behavior	NOUN
ajceb-4653	309	11	.	.	PUNCT
ajceb-4653	310	1	journal	journal	NOUN
ajceb-4653	310	2	of	of	ADP
ajceb-4653	310	3	construction	construction	NOUN
ajceb-4653	310	4	engineering	engineering	NOUN
ajceb-4653	310	5	and	and	CCONJ
ajceb-4653	310	6	management	management	NOUN
ajceb-4653	310	7	.	.	PUNCT
ajceb-4653	311	1	10.1061/(asce)co.1943	10.1061/(asce)co.1943	NUM
ajceb-4653	311	2	-	-	PUNCT
ajceb-4653	311	3	7862.0000186	7862.0000186	PROPN
ajceb-4653	311	4	.	.	PUNCT
ajceb-4653	312	1	doi	doi	NOUN
ajceb-4653	312	2	:	:	PUNCT
ajceb-4653	312	3	http://dx.doi.org/10.1061/(asce)co.1943-7862.0000186	http://dx.doi.org/10.1061/(asce)co.1943-7862.0000186	ADP
ajceb-4653	312	4	oo	oo	INTJ
ajceb-4653	312	5	,	,	PUNCT
ajceb-4653	312	6	b.l	b.l	PROPN
ajceb-4653	312	7	.	.	PROPN
ajceb-4653	312	8	,	,	PUNCT
ajceb-4653	312	9	drew	draw	VERB
ajceb-4653	312	10	,	,	PUNCT
ajceb-4653	312	11	d.	d.	PROPN
ajceb-4653	312	12	and	and	CCONJ
ajceb-4653	312	13	runeson	runeson	PROPN
ajceb-4653	312	14	,	,	PUNCT
ajceb-4653	312	15	g.	g.	PROPN
ajceb-4653	312	16	,	,	PUNCT
ajceb-4653	312	17	2010b	2010b	NUM
ajceb-4653	312	18	.	.	PUNCT
ajceb-4653	313	1	competitor	competitor	NOUN
ajceb-4653	313	2	analysis	analysis	NOUN
ajceb-4653	313	3	in	in	ADP
ajceb-4653	313	4	construction	construction	NOUN
ajceb-4653	313	5	bidding	bidding	NOUN
ajceb-4653	313	6	using	use	VERB
ajceb-4653	313	7	mixed	mixed	ADJ
ajceb-4653	313	8	model	model	NOUN
ajceb-4653	313	9	.	.	PUNCT
ajceb-4653	314	1	construction	construction	NOUN
ajceb-4653	314	2	management	management	NOUN
ajceb-4653	314	3	and	and	CCONJ
ajceb-4653	314	4	economics	economic	NOUN
ajceb-4653	314	5	,	,	PUNCT
ajceb-4653	314	6	28(12	28(12	NUM
ajceb-4653	314	7	)	)	PUNCT
ajceb-4653	314	8	,	,	PUNCT
ajceb-4653	314	9	pp.1321	pp.1321	PROPN
ajceb-4653	314	10	-	-	SYM
ajceb-4653	314	11	29	29	NUM
ajceb-4653	314	12	.	.	PUNCT
ajceb-4653	315	1	doi	doi	NOUN
ajceb-4653	315	2	:	:	PUNCT
ajceb-4653	315	3	http://dx.doi.org/10.1080/01446193.2010.520721	http://dx.doi.org/10.1080/01446193.2010.520721	NOUN
ajceb-4653	315	4	oo	oo	PROPN
ajceb-4653	315	5	,	,	PUNCT
ajceb-4653	315	6	b.l	b.l	PROPN
ajceb-4653	315	7	.	.	PROPN
ajceb-4653	315	8	,	,	PUNCT
ajceb-4653	315	9	ling	ling	PROPN
ajceb-4653	315	10	,	,	PUNCT
ajceb-4653	315	11	f.y.y	f.y.y	PROPN
ajceb-4653	315	12	.	.	PUNCT
ajceb-4653	315	13	and	and	CCONJ
ajceb-4653	315	14	soo	soo	PROPN
ajceb-4653	315	15	,	,	PUNCT
ajceb-4653	315	16	a.	a.	PROPN
ajceb-4653	315	17	,	,	PUNCT
ajceb-4653	315	18	2014	2014	NUM
ajceb-4653	315	19	.	.	PUNCT
ajceb-4653	316	1	information	information	NOUN
ajceb-4653	316	2	feedback	feedback	NOUN
ajceb-4653	316	3	and	and	CCONJ
ajceb-4653	316	4	bidders	bidder	NOUN
ajceb-4653	316	5	’	’	PART
ajceb-4653	316	6	competitiveness	competitiveness	NOUN
ajceb-4653	316	7	in	in	ADP
ajceb-4653	316	8	construction	construction	NOUN
ajceb-4653	316	9	bidding	bidding	NOUN
ajceb-4653	316	10	.	.	PUNCT
ajceb-4653	317	1	engineering	engineering	NOUN
ajceb-4653	317	2	,	,	PUNCT
ajceb-4653	317	3	construction	construction	NOUN
ajceb-4653	317	4	and	and	CCONJ
ajceb-4653	317	5	architectural	architectural	ADJ
ajceb-4653	317	6	management	management	NOUN
ajceb-4653	317	7	,	,	PUNCT
ajceb-4653	317	8	21(5	21(5	NUM
ajceb-4653	317	9	)	)	PUNCT
ajceb-4653	317	10	,	,	PUNCT
ajceb-4653	317	11	pp.571	pp.571	PROPN
ajceb-4653	317	12	-	-	PUNCT
ajceb-4653	317	13	85	85	NUM
ajceb-4653	317	14	.	.	PUNCT
ajceb-4653	318	1	doi	doi	NOUN
ajceb-4653	318	2	:	:	PUNCT
ajceb-4653	318	3	http://dx.doi.org/10.1108/ecam-04-2013-0037	http://dx.doi.org/10.1108/ecam-04-2013-0037	NOUN
ajceb-4653	318	4	oo	oo	NOUN
ajceb-4653	318	5	,	,	PUNCT
ajceb-4653	318	6	b.l	b.l	PROPN
ajceb-4653	318	7	.	.	PROPN
ajceb-4653	318	8	,	,	PUNCT
ajceb-4653	318	9	lo	lo	PROPN
ajceb-4653	318	10	,	,	PUNCT
ajceb-4653	318	11	h.p	h.p	PROPN
ajceb-4653	318	12	.	.	PROPN
ajceb-4653	318	13	and	and	CCONJ
ajceb-4653	318	14	lim	lim	PROPN
ajceb-4653	318	15	,	,	PUNCT
ajceb-4653	318	16	b.t.h	b.t.h	PROPN
ajceb-4653	318	17	.	.	PUNCT
ajceb-4653	318	18	,	,	PUNCT
ajceb-4653	318	19	2012	2012	NUM
ajceb-4653	318	20	.	.	PUNCT
ajceb-4653	319	1	the	the	DET
ajceb-4653	319	2	effect	effect	NOUN
ajceb-4653	319	3	of	of	ADP
ajceb-4653	319	4	bidding	bid	VERB
ajceb-4653	319	5	success	success	NOUN
ajceb-4653	319	6	in	in	ADP
ajceb-4653	319	7	construction	construction	NOUN
ajceb-4653	319	8	bidding	bidding	NOUN
ajceb-4653	319	9	.	.	PUNCT
ajceb-4653	320	1	engineering	engineering	NOUN
ajceb-4653	320	2	,	,	PUNCT
ajceb-4653	320	3	construction	construction	NOUN
ajceb-4653	320	4	and	and	CCONJ
ajceb-4653	320	5	architectural	architectural	ADJ
ajceb-4653	320	6	management	management	NOUN
ajceb-4653	320	7	,	,	PUNCT
ajceb-4653	320	8	19(1	19(1	NUM
ajceb-4653	320	9	)	)	PUNCT
ajceb-4653	320	10	,	,	PUNCT
ajceb-4653	320	11	pp.25	pp.25	PROPN
ajceb-4653	320	12	-	-	X
ajceb-4653	320	13	39	39	NUM
ajceb-4653	320	14	.	.	PUNCT
ajceb-4653	321	1	doi	doi	PROPN
ajceb-4653	321	2	:	:	PUNCT
ajceb-4653	321	3	http://dx.doi.org/10.1108/09699981211192553	http://dx.doi.org/10.1108/09699981211192553	PROPN
ajceb-4653	321	4	park	park	PROPN
ajceb-4653	321	5	,	,	PUNCT
ajceb-4653	321	6	w.r	w.r	PROPN
ajceb-4653	321	7	.	.	PROPN
ajceb-4653	321	8	and	and	CCONJ
ajceb-4653	321	9	chapin	chapin	PROPN
ajceb-4653	321	10	,	,	PUNCT
ajceb-4653	321	11	w.b	w.b	PROPN
ajceb-4653	321	12	.	.	PROPN
ajceb-4653	321	13	,	,	PUNCT
ajceb-4653	321	14	1992	1992	NUM
ajceb-4653	321	15	.	.	PUNCT
ajceb-4653	322	1	construction	construction	NOUN
ajceb-4653	322	2	bidding	bidding	NOUN
ajceb-4653	322	3	:	:	PUNCT
ajceb-4653	322	4	strategic	strategic	ADJ
ajceb-4653	322	5	pricing	pricing	NOUN
ajceb-4653	322	6	for	for	ADP
ajceb-4653	322	7	profit	profit	NOUN
ajceb-4653	322	8	.	.	PUNCT
ajceb-4653	323	1	new	new	PROPN
ajceb-4653	323	2	york	york	PROPN
ajceb-4653	323	3	:	:	PUNCT
ajceb-4653	323	4	john	john	PROPN
ajceb-4653	323	5	wiley	wiley	PROPN
ajceb-4653	323	6	&	&	CCONJ
ajceb-4653	323	7	sons	sons	PROPN
ajceb-4653	323	8	inc	inc	PROPN
ajceb-4653	323	9	.	.	PROPN
ajceb-4653	323	10	runeson	runeson	PROPN
ajceb-4653	323	11	,	,	PUNCT
ajceb-4653	323	12	g.	g.	PROPN
ajceb-4653	323	13	,	,	PUNCT
ajceb-4653	323	14	2000	2000	NUM
ajceb-4653	323	15	.	.	PUNCT
ajceb-4653	324	1	building	build	VERB
ajceb-4653	324	2	economics	economic	NOUN
ajceb-4653	324	3	.	.	PUNCT
ajceb-4653	325	1	geelong	geelong	PROPN
ajceb-4653	325	2	:	:	PUNCT
ajceb-4653	325	3	deakin	deakin	PROPN
ajceb-4653	325	4	university	university	PROPN
ajceb-4653	325	5	press	press	NOUN
ajceb-4653	325	6	.	.	PUNCT
ajceb-4653	326	1	runeson	runeson	PROPN
ajceb-4653	326	2	,	,	PUNCT
ajceb-4653	326	3	g.	g.	PROPN
ajceb-4653	326	4	and	and	CCONJ
ajceb-4653	326	5	skitmore	skitmore	PROPN
ajceb-4653	326	6	,	,	PUNCT
ajceb-4653	326	7	m.	m.	NOUN
ajceb-4653	326	8	,	,	PUNCT
ajceb-4653	326	9	1999	1999	NUM
ajceb-4653	326	10	.	.	PUNCT
ajceb-4653	327	1	tendering	tendering	NOUN
ajceb-4653	327	2	theory	theory	NOUN
ajceb-4653	327	3	revisited	revisit	VERB
ajceb-4653	327	4	.	.	PUNCT
ajceb-4653	328	1	construction	construction	NOUN
ajceb-4653	328	2	management	management	NOUN
ajceb-4653	328	3	and	and	CCONJ
ajceb-4653	328	4	economics	economic	NOUN
ajceb-4653	328	5	,	,	PUNCT
ajceb-4653	328	6	17(3	17(3	NUM
ajceb-4653	328	7	)	)	PUNCT
ajceb-4653	328	8	,	,	PUNCT
ajceb-4653	328	9	pp.285	pp.285	PROPN
ajceb-4653	328	10	-	-	PUNCT
ajceb-4653	328	11	96	96	PROPN
ajceb-4653	328	12	.	.	PUNCT
ajceb-4653	329	1	doi	doi	NOUN
ajceb-4653	329	2	:	:	PUNCT
ajceb-4653	329	3	http://dx.doi.org/10.1080/014461999371493	http://dx.doi.org/10.1080/014461999371493	NOUN
ajceb-4653	329	4	selten	selten	PROPN
ajceb-4653	329	5	,	,	PUNCT
ajceb-4653	329	6	r.	r.	PROPN
ajceb-4653	329	7	and	and	CCONJ
ajceb-4653	329	8	buchta	buchta	PROPN
ajceb-4653	329	9	,	,	PUNCT
ajceb-4653	329	10	j.	j.	PROPN
ajceb-4653	329	11	,	,	PUNCT
ajceb-4653	329	12	1999	1999	NUM
ajceb-4653	329	13	.	.	PUNCT
ajceb-4653	330	1	experimental	experimental	ADJ
ajceb-4653	330	2	sealed	seal	VERB
ajceb-4653	330	3	-	-	PUNCT
ajceb-4653	330	4	bid	bid	VERB
ajceb-4653	330	5	first	first	ADJ
ajceb-4653	330	6	price	price	NOUN
ajceb-4653	330	7	auctions	auction	NOUN
ajceb-4653	330	8	with	with	ADP
ajceb-4653	330	9	directly	directly	ADV
ajceb-4653	330	10	observed	observe	VERB
ajceb-4653	330	11	bid	bid	NOUN
ajceb-4653	330	12	functions	function	NOUN
ajceb-4653	330	13	.	.	PUNCT
ajceb-4653	331	1	in	in	ADP
ajceb-4653	331	2	:	:	PUNCT
ajceb-4653	331	3	budescu	budescu	PROPN
ajceb-4653	331	4	,	,	PUNCT
ajceb-4653	331	5	d.	d.	PROPN
ajceb-4653	331	6	,	,	PUNCT
ajceb-4653	331	7	erev	erev	PROPN
ajceb-4653	331	8	i.	i.	PROPN
ajceb-4653	331	9	,	,	PUNCT
ajceb-4653	331	10	and	and	CCONJ
ajceb-4653	331	11	zwick	zwick	PROPN
ajceb-4653	331	12	r.	r.	PROPN
ajceb-4653	331	13	eds	eds	PROPN
ajceb-4653	331	14	.	.	PUNCT
ajceb-4653	331	15	games	game	NOUN
ajceb-4653	331	16	and	and	CCONJ
ajceb-4653	331	17	human	human	ADJ
ajceb-4653	331	18	behavior	behavior	NOUN
ajceb-4653	331	19	:	:	PUNCT
ajceb-4653	331	20	essays	essay	NOUN
ajceb-4653	331	21	in	in	ADP
ajceb-4653	331	22	the	the	DET
ajceb-4653	331	23	honor	honor	NOUN
ajceb-4653	331	24	of	of	ADP
ajceb-4653	331	25	amnon	amnon	NOUN
ajceb-4653	331	26	rapoport	rapoport	NOUN
ajceb-4653	331	27	.	.	PUNCT
ajceb-4653	332	1	mahwah	mahwah	PROPN
ajceb-4653	332	2	,	,	PUNCT
ajceb-4653	332	3	new	new	PROPN
ajceb-4653	332	4	jersey	jersey	PROPN
ajceb-4653	332	5	:	:	PUNCT
ajceb-4653	332	6	lawrenz	lawrenz	PROPN
ajceb-4653	332	7	associates	associates	PROPN
ajceb-4653	332	8	.	.	PUNCT
ajceb-4653	333	1	selten	selten	PROPN
ajceb-4653	333	2	,	,	PUNCT
ajceb-4653	333	3	r.	r.	PROPN
ajceb-4653	333	4	and	and	CCONJ
ajceb-4653	333	5	stoecker	stoecker	PROPN
ajceb-4653	333	6	,	,	PUNCT
ajceb-4653	333	7	r.	r.	PROPN
ajceb-4653	333	8	,	,	PUNCT
ajceb-4653	333	9	1986	1986	NUM
ajceb-4653	333	10	.	.	PUNCT
ajceb-4653	334	1	end	end	NOUN
ajceb-4653	334	2	behavior	behavior	NOUN
ajceb-4653	334	3	in	in	ADP
ajceb-4653	334	4	sequences	sequence	NOUN
ajceb-4653	334	5	of	of	ADP
ajceb-4653	334	6	finite	finite	ADJ
ajceb-4653	334	7	prisoners	prisoner	NOUN
ajceb-4653	334	8	’	'	PUNCT
ajceb-4653	334	9	dilemma	dilemma	NOUN
ajceb-4653	334	10	supergames	supergame	NOUN
ajceb-4653	334	11	:	:	PUNCT
ajceb-4653	334	12	a	a	DET
ajceb-4653	334	13	learning	learn	VERB
ajceb-4653	334	14	theory	theory	NOUN
ajceb-4653	334	15	approach	approach	NOUN
ajceb-4653	334	16	.	.	PUNCT
ajceb-4653	335	1	journal	journal	NOUN
ajceb-4653	335	2	of	of	ADP
ajceb-4653	335	3	economic	economic	ADJ
ajceb-4653	335	4	behavior	behavior	NOUN
ajceb-4653	335	5	and	and	CCONJ
ajceb-4653	335	6	organization	organization	NOUN
ajceb-4653	335	7	,	,	PUNCT
ajceb-4653	335	8	7	7	NUM
ajceb-4653	335	9	,	,	PUNCT
ajceb-4653	335	10	pp.47	pp.47	NOUN
ajceb-4653	335	11	-	-	PUNCT
ajceb-4653	335	12	70	70	NUM
ajceb-4653	335	13	.	.	PUNCT
ajceb-4653	336	1	doi	doi	NOUN
ajceb-4653	336	2	:	:	PUNCT
ajceb-4653	336	3	http://dx.doi.org/10.1016/01672681(86)90021-1	http://dx.doi.org/10.1016/01672681(86)90021-1	PROPN
ajceb-4653	336	4	shash	shash	PROPN
ajceb-4653	336	5	,	,	PUNCT
ajceb-4653	336	6	a.a	a.a	PROPN
ajceb-4653	336	7	.	.	PROPN
ajceb-4653	336	8	,	,	PUNCT
ajceb-4653	336	9	1993	1993	NUM
ajceb-4653	336	10	.	.	PUNCT
ajceb-4653	337	1	factors	factor	NOUN
ajceb-4653	337	2	considered	consider	VERB
ajceb-4653	337	3	in	in	ADP
ajceb-4653	337	4	tendering	tendering	NOUN
ajceb-4653	337	5	decisions	decision	NOUN
ajceb-4653	337	6	by	by	ADP
ajceb-4653	337	7	top	top	ADJ
ajceb-4653	337	8	uk	uk	PROPN
ajceb-4653	337	9	contractors	contractor	NOUN
ajceb-4653	337	10	.	.	PUNCT
ajceb-4653	338	1	construction	construction	NOUN
ajceb-4653	338	2	management	management	NOUN
ajceb-4653	338	3	and	and	CCONJ
ajceb-4653	338	4	economics	economic	NOUN
ajceb-4653	338	5	,	,	PUNCT
ajceb-4653	338	6	11(2	11(2	NOUN
ajceb-4653	338	7	)	)	PUNCT
ajceb-4653	338	8	,	,	PUNCT
ajceb-4653	338	9	pp.111	pp.111	PROPN
ajceb-4653	338	10	-	-	SYM
ajceb-4653	338	11	18	18	NUM
ajceb-4653	338	12	.	.	PUNCT
ajceb-4653	339	1	doi	doi	NOUN
ajceb-4653	339	2	:	:	PUNCT
ajceb-4653	339	3	http://dx.doi.org/10.1080/01446199300000004	http://dx.doi.org/10.1080/01446199300000004	PROPN
ajceb-4653	339	4	skitmore	skitmore	NOUN
ajceb-4653	339	5	,	,	PUNCT
ajceb-4653	339	6	m.	m.	NOUN
ajceb-4653	339	7	,	,	PUNCT
ajceb-4653	339	8	1991	1991	NUM
ajceb-4653	339	9	.	.	PUNCT
ajceb-4653	340	1	the	the	DET
ajceb-4653	340	2	construction	construction	NOUN
ajceb-4653	340	3	contract	contract	NOUN
ajceb-4653	340	4	bidder	bidder	NOUN
ajceb-4653	340	5	homogeneity	homogeneity	NOUN
ajceb-4653	340	6	assumption	assumption	NOUN
ajceb-4653	340	7	:	:	PUNCT
ajceb-4653	340	8	an	an	DET
ajceb-4653	340	9	empirical	empirical	ADJ
ajceb-4653	340	10	test	test	NOUN
ajceb-4653	340	11	.	.	PUNCT
ajceb-4653	341	1	construction	construction	NOUN
ajceb-4653	341	2	management	management	NOUN
ajceb-4653	341	3	and	and	CCONJ
ajceb-4653	341	4	economics	economic	NOUN
ajceb-4653	341	5	,	,	PUNCT
ajceb-4653	341	6	9(5	9(5	NUM
ajceb-4653	341	7	)	)	PUNCT
ajceb-4653	341	8	,	,	PUNCT
ajceb-4653	341	9	pp.403	pp.403	NOUN
ajceb-4653	341	10	-	-	PUNCT
ajceb-4653	341	11	29	29	NUM
ajceb-4653	341	12	.	.	PUNCT
ajceb-4653	342	1	doi	doi	NOUN
ajceb-4653	342	2	:	:	PUNCT
ajceb-4653	342	3	http://dx.doi.org/10.1080/01446199100000032	http://dx.doi.org/10.1080/01446199100000032	PROPN
ajceb-4653	342	4	skitmore	skitmore	NOUN
ajceb-4653	342	5	,	,	PUNCT
ajceb-4653	342	6	m.	m.	NOUN
ajceb-4653	342	7	and	and	CCONJ
ajceb-4653	342	8	runeson	runeson	PROPN
ajceb-4653	342	9	,	,	PUNCT
ajceb-4653	342	10	g.	g.	PROPN
ajceb-4653	342	11	,	,	PUNCT
ajceb-4653	342	12	2006	2006	NUM
ajceb-4653	342	13	.	.	PUNCT
ajceb-4653	343	1	bidding	bidding	NOUN
ajceb-4653	343	2	models	model	NOUN
ajceb-4653	343	3	:	:	PUNCT
ajceb-4653	343	4	testing	test	VERB
ajceb-4653	343	5	the	the	DET
ajceb-4653	343	6	stationarity	stationarity	NOUN
ajceb-4653	343	7	assumption	assumption	NOUN
ajceb-4653	343	8	.	.	PUNCT
ajceb-4653	344	1	construction	construction	NOUN
ajceb-4653	344	2	management	management	NOUN
ajceb-4653	344	3	and	and	CCONJ
ajceb-4653	344	4	economics	economic	NOUN
ajceb-4653	344	5	,	,	PUNCT
ajceb-4653	344	6	24(8	24(8	NUM
ajceb-4653	344	7	)	)	PUNCT
ajceb-4653	344	8	,	,	PUNCT
ajceb-4653	344	9	pp.791	pp.791	NOUN
ajceb-4653	344	10	-	-	PUNCT
ajceb-4653	344	11	803	803	NUM
ajceb-4653	344	12	.	.	PUNCT
ajceb-4653	345	1	doi	doi	NOUN
ajceb-4653	345	2	:	:	PUNCT
ajceb-4653	345	3	http://dx.doi.org/10.1080/01446190600680432	http://dx.doi.org/10.1080/01446190600680432	PROPN
ajceb-4653	345	4	soo	soo	PROPN
ajceb-4653	345	5	,	,	PUNCT
ajceb-4653	345	6	a.	a.	NOUN
ajceb-4653	345	7	and	and	CCONJ
ajceb-4653	345	8	oo	oo	INTJ
ajceb-4653	345	9	,	,	PUNCT
ajceb-4653	345	10	b.l	b.l	PROPN
ajceb-4653	345	11	.	.	PROPN
ajceb-4653	345	12	,	,	PUNCT
ajceb-4653	345	13	2010	2010	NUM
ajceb-4653	345	14	.	.	PUNCT
ajceb-4653	346	1	the	the	DET
ajceb-4653	346	2	effect	effect	NOUN
ajceb-4653	346	3	of	of	ADP
ajceb-4653	346	4	information	information	NOUN
ajceb-4653	346	5	feedback	feedback	NOUN
ajceb-4653	346	6	in	in	ADP
ajceb-4653	346	7	construction	construction	NOUN
ajceb-4653	346	8	bidding	bidding	NOUN
ajceb-4653	346	9	.	.	PUNCT
ajceb-4653	347	1	australasian	australasian	ADJ
ajceb-4653	347	2	journal	journal	NOUN
ajceb-4653	347	3	of	of	ADP
ajceb-4653	347	4	construction	construction	NOUN
ajceb-4653	347	5	economics	economic	NOUN
ajceb-4653	347	6	and	and	CCONJ
ajceb-4653	347	7	building	building	NOUN
ajceb-4653	347	8	,	,	PUNCT
ajceb-4653	347	9	10(1/2	10(1/2	NUM
ajceb-4653	347	10	)	)	PUNCT
ajceb-4653	347	11	,	,	PUNCT
ajceb-4653	347	12	pp.65	pp.65	NOUN
ajceb-4653	347	13	-	-	PUNCT
ajceb-4653	347	14	75	75	NUM
ajceb-4653	347	15	.	.	PUNCT
ajceb-4653	348	1	doi	doi	NOUN
ajceb-4653	348	2	:	:	PUNCT
ajceb-4653	348	3	http://dx.doi.org/10.5130/ajceb.v10i1/2.1589	http://dx.doi.org/10.5130/ajceb.v10i1/2.1589	NOUN
ajceb-4653	348	4	verbeke	verbeke	ADJ
ajceb-4653	348	5	,	,	PUNCT
ajceb-4653	348	6	g.	g.	PROPN
ajceb-4653	348	7	,	,	PUNCT
ajceb-4653	348	8	and	and	CCONJ
ajceb-4653	348	9	molenberghs	molenbergh	NOUN
ajceb-4653	348	10	,	,	PUNCT
ajceb-4653	348	11	g.	g.	PROPN
ajceb-4653	348	12	,	,	PUNCT
ajceb-4653	348	13	2000	2000	NUM
ajceb-4653	348	14	.	.	PUNCT
ajceb-4653	349	1	linear	linear	PROPN
ajceb-4653	349	2	mixed	mixed	ADJ
ajceb-4653	349	3	models	model	NOUN
ajceb-4653	349	4	for	for	ADP
ajceb-4653	349	5	longitudinal	longitudinal	ADJ
ajceb-4653	349	6	data	datum	NOUN
ajceb-4653	349	7	.	.	PUNCT
ajceb-4653	350	1	new	new	PROPN
ajceb-4653	350	2	york	york	PROPN
ajceb-4653	350	3	:	:	PUNCT
ajceb-4653	350	4	springer	springer	NOUN
ajceb-4653	350	5	.	.	PUNCT
ajceb-4653	351	1	http://dx.doi.org/10.1007/s10683-007-9166-0	http://dx.doi.org/10.1007/s10683-007-9166-0	PROPN
ajceb-4653	352	1	http://dx.doi.org/10.1007/s10683-007-9166-0	http://dx.doi.org/10.1007/s10683-007-9166-0	VERB
ajceb-4653	352	2	http://dx.doi.org/10.1016/j.geb.2005.10.001	http://dx.doi.org/10.1016/j.geb.2005.10.001	NOUN
ajceb-4653	352	3	http://dx.doi.org/10.1016/j.geb.2004.04.002	http://dx.doi.org/10.1016/j.geb.2004.04.002	NOUN
ajceb-4653	352	4	http://dx.doi.org/10.1080/01446190600922552	http://dx.doi.org/10.1080/01446190600922552	PROPN
ajceb-4653	352	5	http://dx.doi.org/10.1061/(asce)0733-9364(2008)134:10(766	http://dx.doi.org/10.1061/(asce)0733-9364(2008)134:10(766	PROPN
ajceb-4653	352	6	)	)	PUNCT
ajceb-4653	352	7	http://dx.doi.org/10.1061/%28asce%290733-9364%282008%29134:10%28766%29	http://dx.doi.org/10.1061/%28asce%290733-9364%282008%29134:10%28766%29	PROPN
ajceb-4653	352	8	http://dx.doi.org/10.5130/ajceb.v11i3.2173	http://dx.doi.org/10.5130/ajceb.v11i3.2173	PROPN
ajceb-4653	352	9	http://dx.doi.org/10.1061/%28asce%29co.1943-7862.0000186	http://dx.doi.org/10.1061/%28asce%29co.1943-7862.0000186	VERB
ajceb-4653	352	10	http://dx.doi.org/10.1080/01446193.2010.520721	http://dx.doi.org/10.1080/01446193.2010.520721	NOUN
ajceb-4653	352	11	http://dx.doi.org/10.1108/ecam-04-2013-0037	http://dx.doi.org/10.1108/ecam-04-2013-0037	PROPN
ajceb-4653	352	12	http://dx.doi.org/10.1108/09699981211192553	http://dx.doi.org/10.1108/09699981211192553	NOUN
ajceb-4653	352	13	http://dx.doi.org/10.1080/014461999371493	http://dx.doi.org/10.1080/014461999371493	NOUN
ajceb-4653	353	1	http://dx.doi.org/10.1016/0167-2681%2886%2990021-1	http://dx.doi.org/10.1016/0167-2681%2886%2990021-1	PROPN
ajceb-4653	353	2	http://dx.doi.org/10.1016/0167-2681%2886%2990021-1	http://dx.doi.org/10.1016/0167-2681%2886%2990021-1	PROPN
ajceb-4653	353	3	http://dx.doi.org/10.1080/01446199300000004	http://dx.doi.org/10.1080/01446199300000004	NOUN
ajceb-4653	353	4	http://dx.doi.org/10.1080/01446199100000032	http://dx.doi.org/10.1080/01446199100000032	ADV
ajceb-4653	353	5	http://dx.doi.org/10.1080/01446190600680432	http://dx.doi.org/10.1080/01446190600680432	PROPN
ajceb-4653	353	6	http://dx.doi.org/10.5130/ajceb.v10i1/2.1589	http://dx.doi.org/10.5130/ajceb.v10i1/2.1589	NOUN
ajceb-4653	353	7	construction	construction	NOUN
ajceb-4653	353	8	procurement	procurement	NOUN
ajceb-4653	353	9	:	:	PUNCT
ajceb-4653	353	10	modelling	model	VERB
ajceb-4653	353	11	bidders	bidder	NOUN
ajceb-4653	353	12	’	'	PUNCT
ajceb-4653	353	13	learning	learn	VERB
ajceb-4653	353	14	in	in	ADP
ajceb-4653	353	15	recurrent	recurrent	ADJ
ajceb-4653	353	16	bidding	bidding	NOUN
ajceb-4653	353	17	abstract	abstract	ADJ
ajceb-4653	353	18	introduction	introduction	NOUN
ajceb-4653	353	19	information	information	NOUN
ajceb-4653	353	20	feedback	feedback	NOUN
ajceb-4653	353	21	and	and	CCONJ
ajceb-4653	353	22	learning	learn	VERB
ajceb-4653	353	23	in	in	ADP
ajceb-4653	353	24	construction	construction	NOUN
ajceb-4653	353	25	bidding	bid	VERB
ajceb-4653	353	26	the	the	DET
ajceb-4653	353	27	notion	notion	NOUN
ajceb-4653	353	28	of	of	ADP
ajceb-4653	353	29	heterogeneity	heterogeneity	NOUN
ajceb-4653	353	30	knowledge	knowledge	NOUN
ajceb-4653	353	31	gap	gap	NOUN
ajceb-4653	353	32	research	research	NOUN
ajceb-4653	353	33	hypothesis	hypothesis	NOUN
ajceb-4653	353	34	research	research	NOUN
ajceb-4653	353	35	method	method	NOUN
ajceb-4653	353	36	dataset	dataset	ADJ
ajceb-4653	353	37	development	development	NOUN
ajceb-4653	353	38	of	of	ADP
ajceb-4653	353	39	the	the	DET
ajceb-4653	353	40	linear	linear	ADJ
ajceb-4653	353	41	mixed	mixed	ADJ
ajceb-4653	353	42	model	model	NOUN
ajceb-4653	353	43	results	result	NOUN
ajceb-4653	353	44	and	and	CCONJ
ajceb-4653	353	45	discussion	discussion	NOUN
ajceb-4653	353	46	conclusions	conclusion	NOUN
ajceb-4653	353	47	references	reference	NOUN