id	sid	tid	token	lemma	pos
ajceb-5604	1	1	construction	construction	NOUN
ajceb-5604	1	2	economics	economic	NOUN
ajceb-5604	1	3	and	and	CCONJ
ajceb-5604	1	4	building	building	NOUN
ajceb-5604	1	5	vol	vol	NOUN
ajceb-5604	1	6	.	.	PROPN
ajceb-5604	1	7	18	18	NUM
ajceb-5604	1	8	,	,	PUNCT
ajceb-5604	1	9	no	no	INTJ
ajceb-5604	1	10	.	.	NOUN
ajceb-5604	1	11	1	1	NUM
ajceb-5604	1	12	march	march	PROPN
ajceb-5604	1	13	2018	2018	NUM
ajceb-5604	1	14	©	©	PROPN
ajceb-5604	1	15	2018	2018	NUM
ajceb-5604	1	16	by	by	ADP
ajceb-5604	1	17	the	the	DET
ajceb-5604	1	18	author(s	author(s	NOUN
ajceb-5604	1	19	)	)	PUNCT
ajceb-5604	1	20	.	.	PUNCT
ajceb-5604	2	1	this	this	PRON
ajceb-5604	2	2	is	be	AUX
ajceb-5604	2	3	an	an	DET
ajceb-5604	2	4	open	open	ADJ
ajceb-5604	2	5	access	access	NOUN
ajceb-5604	2	6	article	article	NOUN
ajceb-5604	2	7	distributed	distribute	VERB
ajceb-5604	2	8	under	under	ADP
ajceb-5604	2	9	the	the	DET
ajceb-5604	2	10	terms	term	NOUN
ajceb-5604	2	11	of	of	ADP
ajceb-5604	2	12	the	the	DET
ajceb-5604	2	13	creative	creative	ADJ
ajceb-5604	2	14	commons	common	NOUN
ajceb-5604	2	15	attribution	attribution	NOUN
ajceb-5604	2	16	4.0	4.0	NUM
ajceb-5604	2	17	international	international	NOUN
ajceb-5604	2	18	(	(	PUNCT
ajceb-5604	2	19	cc	cc	NOUN
ajceb-5604	2	20	by	by	ADP
ajceb-5604	2	21	4.0	4.0	NUM
ajceb-5604	2	22	)	)	PUNCT
ajceb-5604	2	23	license	license	NOUN
ajceb-5604	2	24	(	(	PUNCT
ajceb-5604	2	25	https://	https://	PROPN
ajceb-5604	2	26	creativecommons.org/licenses/	creativecommons.org/licenses/	PROPN
ajceb-5604	2	27	by/4.0/	by/4.0/	NOUN
ajceb-5604	2	28	)	)	PUNCT
ajceb-5604	2	29	,	,	PUNCT
ajceb-5604	2	30	allowing	allow	VERB
ajceb-5604	2	31	third	third	ADJ
ajceb-5604	2	32	parties	party	NOUN
ajceb-5604	2	33	to	to	PART
ajceb-5604	2	34	copy	copy	VERB
ajceb-5604	2	35	and	and	CCONJ
ajceb-5604	2	36	redistribute	redistribute	VERB
ajceb-5604	2	37	the	the	DET
ajceb-5604	2	38	material	material	NOUN
ajceb-5604	2	39	in	in	ADP
ajceb-5604	2	40	any	any	DET
ajceb-5604	2	41	medium	medium	ADJ
ajceb-5604	2	42	or	or	CCONJ
ajceb-5604	2	43	format	format	NOUN
ajceb-5604	2	44	and	and	CCONJ
ajceb-5604	2	45	to	to	ADP
ajceb-5604	2	46	remix	remix	NOUN
ajceb-5604	2	47	,	,	PUNCT
ajceb-5604	2	48	transform	transform	NOUN
ajceb-5604	2	49	,	,	PUNCT
ajceb-5604	2	50	and	and	CCONJ
ajceb-5604	2	51	build	build	VERB
ajceb-5604	2	52	upon	upon	SCONJ
ajceb-5604	2	53	the	the	DET
ajceb-5604	2	54	material	material	NOUN
ajceb-5604	2	55	for	for	ADP
ajceb-5604	2	56	any	any	DET
ajceb-5604	2	57	purpose	purpose	NOUN
ajceb-5604	2	58	,	,	PUNCT
ajceb-5604	2	59	even	even	ADV
ajceb-5604	2	60	commercially	commercially	ADV
ajceb-5604	2	61	,	,	PUNCT
ajceb-5604	2	62	provided	provide	VERB
ajceb-5604	2	63	the	the	DET
ajceb-5604	2	64	original	original	ADJ
ajceb-5604	2	65	work	work	NOUN
ajceb-5604	2	66	is	be	AUX
ajceb-5604	2	67	properly	properly	ADV
ajceb-5604	2	68	cited	cite	VERB
ajceb-5604	2	69	and	and	CCONJ
ajceb-5604	2	70	states	state	VERB
ajceb-5604	2	71	its	its	PRON
ajceb-5604	2	72	license	license	NOUN
ajceb-5604	2	73	.	.	PUNCT
ajceb-5604	3	1	citation	citation	NOUN
ajceb-5604	3	2	:	:	PUNCT
ajceb-5604	4	1	kissi	kissi	PROPN
ajceb-5604	4	2	,	,	PUNCT
ajceb-5604	4	3	e.	e.	PROPN
ajceb-5604	4	4	,	,	PUNCT
ajceb-5604	4	5	adjei	adjei	PROPN
ajceb-5604	4	6	-	-	PUNCT
ajceb-5604	4	7	kumi	kumi	PROPN
ajceb-5604	4	8	,	,	PUNCT
ajceb-5604	4	9	t.	t.	PROPN
ajceb-5604	4	10	,	,	PUNCT
ajceb-5604	4	11	amoah	amoah	PROPN
ajceb-5604	4	12	,	,	PUNCT
ajceb-5604	4	13	p.	p.	NOUN
ajceb-5604	4	14	,	,	PUNCT
ajceb-5604	4	15	gyimah	gyimah	PROPN
ajceb-5604	4	16	,	,	PUNCT
ajceb-5604	4	17	j.	j.	PROPN
ajceb-5604	4	18	2018	2018	NUM
ajceb-5604	4	19	.	.	PUNCT
ajceb-5604	5	1	forecasting	forecast	VERB
ajceb-5604	5	2	construction	construction	NOUN
ajceb-5604	5	3	tender	tender	NOUN
ajceb-5604	5	4	price	price	NOUN
ajceb-5604	5	5	index	index	NOUN
ajceb-5604	5	6	in	in	ADP
ajceb-5604	5	7	ghana	ghana	PROPN
ajceb-5604	5	8	using	use	VERB
ajceb-5604	5	9	autoregressive	autoregressive	ADJ
ajceb-5604	5	10	integrated	integrated	ADJ
ajceb-5604	5	11	moving	move	VERB
ajceb-5604	5	12	average	average	NOUN
ajceb-5604	5	13	with	with	ADP
ajceb-5604	5	14	exogenous	exogenous	ADJ
ajceb-5604	5	15	variables	variable	NOUN
ajceb-5604	5	16	model	model	NOUN
ajceb-5604	5	17	.	.	PUNCT
ajceb-5604	6	1	construction	construction	NOUN
ajceb-5604	6	2	economics	economic	NOUN
ajceb-5604	6	3	and	and	CCONJ
ajceb-5604	6	4	building	building	NOUN
ajceb-5604	6	5	,	,	PUNCT
ajceb-5604	6	6	18:1	18:1	NUM
ajceb-5604	6	7	,	,	PUNCT
ajceb-5604	6	8	70	70	NUM
ajceb-5604	6	9	-	-	SYM
ajceb-5604	6	10	82	82	NUM
ajceb-5604	6	11	.	.	PUNCT
ajceb-5604	6	12	http://dx.doi	http://dx.doi	NOUN
ajceb-5604	6	13	.	.	PUNCT
ajceb-5604	7	1	org/10.5130	org/10.5130	PROPN
ajceb-5604	7	2	/	/	SYM
ajceb-5604	7	3	ajceb.v18i1.5604	ajceb.v18i1.5604	PROPN
ajceb-5604	7	4	issn	issn	PROPN
ajceb-5604	7	5	2204	2204	NUM
ajceb-5604	7	6	-	-	SYM
ajceb-5604	7	7	9029	9029	NUM
ajceb-5604	7	8	|	|	ADV
ajceb-5604	7	9	published	publish	VERB
ajceb-5604	7	10	by	by	ADP
ajceb-5604	7	11	uts	ut	NOUN
ajceb-5604	7	12	epress	epress	VERB
ajceb-5604	7	13	|	|	ADV
ajceb-5604	7	14	ajceb.epress	ajceb.epress	NUM
ajceb-5604	7	15	.	.	PUNCT
ajceb-5604	8	1	lib.uts.edu.au	lib.uts.edu.au	PROPN
ajceb-5604	8	2	review	review	NOUN
ajceb-5604	8	3	article	article	NOUN
ajceb-5604	8	4	forecasting	forecast	VERB
ajceb-5604	8	5	construction	construction	NOUN
ajceb-5604	8	6	tender	tender	NOUN
ajceb-5604	8	7	price	price	NOUN
ajceb-5604	8	8	index	index	NOUN
ajceb-5604	8	9	in	in	ADP
ajceb-5604	8	10	ghana	ghana	PROPN
ajceb-5604	8	11	using	use	VERB
ajceb-5604	8	12	autoregressive	autoregressive	ADJ
ajceb-5604	8	13	integrated	integrated	ADJ
ajceb-5604	8	14	moving	move	VERB
ajceb-5604	8	15	average	average	NOUN
ajceb-5604	8	16	with	with	ADP
ajceb-5604	8	17	exogenous	exogenous	ADJ
ajceb-5604	8	18	variables	variable	NOUN
ajceb-5604	8	19	model	model	NOUN
ajceb-5604	8	20	ernest	ernest	PROPN
ajceb-5604	8	21	kissi1	kissi1	PROPN
ajceb-5604	8	22	*	*	PROPN
ajceb-5604	8	23	,	,	PUNCT
ajceb-5604	8	24	theophilus	theophilus	PROPN
ajceb-5604	8	25	adjei	adjei	PROPN
ajceb-5604	8	26	-	-	PUNCT
ajceb-5604	8	27	kumi1	kumi1	PROPN
ajceb-5604	8	28	,	,	PUNCT
ajceb-5604	8	29	peter	peter	PROPN
ajceb-5604	8	30	amoah1	amoah1	PROPN
ajceb-5604	8	31	,	,	PUNCT
ajceb-5604	8	32	jerry	jerry	PROPN
ajceb-5604	8	33	gyimah2	gyimah2	PROPN
ajceb-5604	8	34	1	1	NUM
ajceb-5604	8	35	department	department	NOUN
ajceb-5604	8	36	of	of	ADP
ajceb-5604	8	37	building	building	PROPN
ajceb-5604	8	38	technology	technology	NOUN
ajceb-5604	8	39	,	,	PUNCT
ajceb-5604	8	40	kwame	kwame	PROPN
ajceb-5604	8	41	nkrumah	nkrumah	PROPN
ajceb-5604	8	42	university	university	PROPN
ajceb-5604	8	43	of	of	ADP
ajceb-5604	8	44	science	science	NOUN
ajceb-5604	8	45	and	and	CCONJ
ajceb-5604	8	46	technology	technology	NOUN
ajceb-5604	8	47	,	,	PUNCT
ajceb-5604	8	48	kumasi	kumasi	PROPN
ajceb-5604	8	49	,	,	PUNCT
ajceb-5604	8	50	ghana	ghana	PROPN
ajceb-5604	8	51	2	2	NUM
ajceb-5604	8	52	building	building	NOUN
ajceb-5604	8	53	and	and	CCONJ
ajceb-5604	8	54	road	road	NOUN
ajceb-5604	8	55	research	research	PROPN
ajceb-5604	8	56	institute	institute	PROPN
ajceb-5604	8	57	,	,	PUNCT
ajceb-5604	8	58	ghana	ghana	PROPN
ajceb-5604	8	59	*	*	PUNCT
ajceb-5604	8	60	corresponding	correspond	VERB
ajceb-5604	8	61	author	author	NOUN
ajceb-5604	8	62	:	:	PUNCT
ajceb-5604	8	63	ernest	ernest	PROPN
ajceb-5604	8	64	kissi	kissi	PROPN
ajceb-5604	8	65	,	,	PUNCT
ajceb-5604	8	66	department	department	NOUN
ajceb-5604	8	67	of	of	ADP
ajceb-5604	8	68	building	building	PROPN
ajceb-5604	8	69	technology	technology	NOUN
ajceb-5604	8	70	,	,	PUNCT
ajceb-5604	8	71	kwame	kwame	PROPN
ajceb-5604	8	72	nkrumah	nkrumah	PROPN
ajceb-5604	8	73	university	university	PROPN
ajceb-5604	8	74	of	of	ADP
ajceb-5604	8	75	science	science	NOUN
ajceb-5604	8	76	and	and	CCONJ
ajceb-5604	8	77	technology	technology	NOUN
ajceb-5604	8	78	,	,	PUNCT
ajceb-5604	8	79	kumasi	kumasi	NOUN
ajceb-5604	8	80	,	,	PUNCT
ajceb-5604	8	81	ghana	ghana	PROPN
ajceb-5604	8	82	;	;	PUNCT
ajceb-5604	8	83	kisernest@yahoo.com	kisernest@yahoo.com	X
ajceb-5604	8	84	doi	doi	PROPN
ajceb-5604	8	85	:	:	PUNCT
ajceb-5604	8	86	http://dx.doi.org/10.5130/ajceb.v18i1.5604	http://dx.doi.org/10.5130/ajceb.v18i1.5604	PROPN
ajceb-5604	8	87	article	article	NOUN
ajceb-5604	8	88	history	history	NOUN
ajceb-5604	8	89	:	:	PUNCT
ajceb-5604	8	90	received	receive	VERB
ajceb-5604	8	91	07/05/2017	07/05/2017	NUM
ajceb-5604	8	92	;	;	PUNCT
ajceb-5604	8	93	revised	revise	VERB
ajceb-5604	8	94	31/10/2017	31/10/2017	NUM
ajceb-5604	8	95	&	&	CCONJ
ajceb-5604	8	96	05/03/2018	05/03/2018	NOUN
ajceb-5604	8	97	;	;	PUNCT
ajceb-5604	8	98	accepted	accept	VERB
ajceb-5604	8	99	06/03/2018	06/03/2018	NOUN
ajceb-5604	8	100	;	;	PUNCT
ajceb-5604	8	101	published	publish	VERB
ajceb-5604	8	102	28/03/2018	28/03/2018	NUM
ajceb-5604	8	103	abstract	abstract	ADJ
ajceb-5604	8	104	prices	price	NOUN
ajceb-5604	8	105	of	of	ADP
ajceb-5604	8	106	construction	construction	NOUN
ajceb-5604	8	107	resources	resource	NOUN
ajceb-5604	8	108	keep	keep	VERB
ajceb-5604	8	109	on	on	ADP
ajceb-5604	8	110	fluctuating	fluctuate	VERB
ajceb-5604	8	111	due	due	ADJ
ajceb-5604	8	112	to	to	ADP
ajceb-5604	8	113	unstable	unstable	ADJ
ajceb-5604	8	114	economic	economic	ADJ
ajceb-5604	8	115	situations	situation	NOUN
ajceb-5604	8	116	that	that	PRON
ajceb-5604	8	117	have	have	AUX
ajceb-5604	8	118	been	be	AUX
ajceb-5604	8	119	experienced	experience	VERB
ajceb-5604	8	120	over	over	ADP
ajceb-5604	8	121	the	the	DET
ajceb-5604	8	122	years	year	NOUN
ajceb-5604	8	123	.	.	PUNCT
ajceb-5604	9	1	clients	client	NOUN
ajceb-5604	9	2	knowledge	knowledge	NOUN
ajceb-5604	9	3	of	of	ADP
ajceb-5604	9	4	their	their	PRON
ajceb-5604	9	5	financial	financial	ADJ
ajceb-5604	9	6	commitments	commitment	NOUN
ajceb-5604	9	7	toward	toward	ADP
ajceb-5604	9	8	their	their	PRON
ajceb-5604	9	9	intended	intend	VERB
ajceb-5604	9	10	project	project	NOUN
ajceb-5604	9	11	remains	remain	VERB
ajceb-5604	9	12	the	the	DET
ajceb-5604	9	13	basis	basis	NOUN
ajceb-5604	9	14	for	for	ADP
ajceb-5604	9	15	their	their	PRON
ajceb-5604	9	16	final	final	ADJ
ajceb-5604	9	17	decision	decision	NOUN
ajceb-5604	9	18	.	.	PUNCT
ajceb-5604	10	1	the	the	DET
ajceb-5604	10	2	use	use	NOUN
ajceb-5604	10	3	of	of	ADP
ajceb-5604	10	4	construction	construction	NOUN
ajceb-5604	10	5	tender	tender	NOUN
ajceb-5604	10	6	price	price	NOUN
ajceb-5604	10	7	index	index	NOUN
ajceb-5604	10	8	provides	provide	VERB
ajceb-5604	10	9	a	a	DET
ajceb-5604	10	10	realistic	realistic	ADJ
ajceb-5604	10	11	estimate	estimate	NOUN
ajceb-5604	10	12	at	at	ADP
ajceb-5604	10	13	the	the	DET
ajceb-5604	10	14	early	early	ADJ
ajceb-5604	10	15	stage	stage	NOUN
ajceb-5604	10	16	of	of	ADP
ajceb-5604	10	17	the	the	DET
ajceb-5604	10	18	project	project	NOUN
ajceb-5604	10	19	.	.	PUNCT
ajceb-5604	11	1	tender	tender	NOUN
ajceb-5604	11	2	price	price	NOUN
ajceb-5604	11	3	index	index	NOUN
ajceb-5604	11	4	(	(	PUNCT
ajceb-5604	11	5	tpi	tpi	NOUN
ajceb-5604	11	6	)	)	PUNCT
ajceb-5604	11	7	is	be	AUX
ajceb-5604	11	8	influenced	influence	VERB
ajceb-5604	11	9	by	by	ADP
ajceb-5604	11	10	various	various	ADJ
ajceb-5604	11	11	economic	economic	ADJ
ajceb-5604	11	12	factors	factor	NOUN
ajceb-5604	11	13	,	,	PUNCT
ajceb-5604	11	14	hence	hence	ADV
ajceb-5604	11	15	there	there	PRON
ajceb-5604	11	16	are	be	VERB
ajceb-5604	11	17	several	several	ADJ
ajceb-5604	11	18	statistical	statistical	ADJ
ajceb-5604	11	19	techniques	technique	NOUN
ajceb-5604	11	20	that	that	PRON
ajceb-5604	11	21	have	have	AUX
ajceb-5604	11	22	been	be	AUX
ajceb-5604	11	23	employed	employ	VERB
ajceb-5604	11	24	in	in	ADP
ajceb-5604	11	25	forecasting	forecasting	NOUN
ajceb-5604	11	26	.	.	PUNCT
ajceb-5604	12	1	some	some	PRON
ajceb-5604	12	2	of	of	ADP
ajceb-5604	12	3	these	these	PRON
ajceb-5604	12	4	include	include	VERB
ajceb-5604	12	5	regression	regression	NOUN
ajceb-5604	12	6	,	,	PUNCT
ajceb-5604	12	7	time	time	NOUN
ajceb-5604	12	8	series	series	NOUN
ajceb-5604	12	9	,	,	PUNCT
ajceb-5604	12	10	vector	vector	NOUN
ajceb-5604	12	11	error	error	NOUN
ajceb-5604	12	12	correction	correction	NOUN
ajceb-5604	12	13	among	among	ADP
ajceb-5604	12	14	others	other	NOUN
ajceb-5604	12	15	.	.	PUNCT
ajceb-5604	13	1	however	however	ADV
ajceb-5604	13	2	,	,	PUNCT
ajceb-5604	13	3	in	in	ADP
ajceb-5604	13	4	recent	recent	ADJ
ajceb-5604	13	5	times	time	NOUN
ajceb-5604	13	6	the	the	DET
ajceb-5604	13	7	integrated	integrate	VERB
ajceb-5604	13	8	modelling	modelling	NOUN
ajceb-5604	13	9	approach	approach	NOUN
ajceb-5604	13	10	is	be	AUX
ajceb-5604	13	11	gaining	gain	VERB
ajceb-5604	13	12	popularity	popularity	NOUN
ajceb-5604	13	13	due	due	ADP
ajceb-5604	13	14	to	to	ADP
ajceb-5604	13	15	its	its	PRON
ajceb-5604	13	16	ability	ability	NOUN
ajceb-5604	13	17	to	to	PART
ajceb-5604	13	18	give	give	VERB
ajceb-5604	13	19	powerful	powerful	ADJ
ajceb-5604	13	20	predictive	predictive	ADJ
ajceb-5604	13	21	accuracy	accuracy	NOUN
ajceb-5604	13	22	.	.	PUNCT
ajceb-5604	14	1	thus	thus	ADV
ajceb-5604	14	2	,	,	PUNCT
ajceb-5604	14	3	in	in	ADP
ajceb-5604	14	4	line	line	NOUN
ajceb-5604	14	5	with	with	ADP
ajceb-5604	14	6	this	this	DET
ajceb-5604	14	7	assumption	assumption	NOUN
ajceb-5604	14	8	,	,	PUNCT
ajceb-5604	14	9	the	the	DET
ajceb-5604	14	10	aim	aim	NOUN
ajceb-5604	14	11	of	of	ADP
ajceb-5604	14	12	this	this	DET
ajceb-5604	14	13	study	study	NOUN
ajceb-5604	14	14	is	be	AUX
ajceb-5604	14	15	to	to	PART
ajceb-5604	14	16	apply	apply	VERB
ajceb-5604	14	17	autoregressive	autoregressive	ADJ
ajceb-5604	14	18	integrated	integrated	ADJ
ajceb-5604	14	19	moving	move	VERB
ajceb-5604	14	20	average	average	NOUN
ajceb-5604	14	21	with	with	ADP
ajceb-5604	14	22	exogenous	exogenous	ADJ
ajceb-5604	14	23	variables	variable	NOUN
ajceb-5604	14	24	(	(	PUNCT
ajceb-5604	14	25	arimax	arimax	PROPN
ajceb-5604	14	26	)	)	PUNCT
ajceb-5604	14	27	in	in	ADP
ajceb-5604	14	28	modelling	model	VERB
ajceb-5604	14	29	tpi	tpi	PROPN
ajceb-5604	14	30	.	.	PUNCT
ajceb-5604	15	1	the	the	DET
ajceb-5604	15	2	results	result	NOUN
ajceb-5604	15	3	showed	show	VERB
ajceb-5604	15	4	that	that	SCONJ
ajceb-5604	15	5	arimax	arimax	PROPN
ajceb-5604	15	6	model	model	NOUN
ajceb-5604	15	7	has	have	VERB
ajceb-5604	15	8	a	a	DET
ajceb-5604	15	9	better	well	ADJ
ajceb-5604	15	10	predictive	predictive	ADJ
ajceb-5604	15	11	ability	ability	NOUN
ajceb-5604	15	12	than	than	ADP
ajceb-5604	15	13	the	the	DET
ajceb-5604	15	14	use	use	NOUN
ajceb-5604	15	15	of	of	ADP
ajceb-5604	15	16	the	the	DET
ajceb-5604	15	17	single	single	ADJ
ajceb-5604	15	18	approach	approach	NOUN
ajceb-5604	15	19	.	.	PUNCT
ajceb-5604	16	1	the	the	DET
ajceb-5604	16	2	study	study	NOUN
ajceb-5604	16	3	further	far	ADV
ajceb-5604	16	4	confirms	confirm	VERB
ajceb-5604	16	5	the	the	DET
ajceb-5604	16	6	earlier	early	ADJ
ajceb-5604	16	7	position	position	NOUN
ajceb-5604	16	8	of	of	ADP
ajceb-5604	16	9	previous	previous	ADJ
ajceb-5604	16	10	research	research	NOUN
ajceb-5604	16	11	of	of	ADP
ajceb-5604	16	12	the	the	DET
ajceb-5604	16	13	need	need	NOUN
ajceb-5604	16	14	to	to	PART
ajceb-5604	16	15	use	use	VERB
ajceb-5604	16	16	the	the	DET
ajceb-5604	16	17	integrated	integrate	VERB
ajceb-5604	16	18	model	model	NOUN
ajceb-5604	16	19	technique	technique	NOUN
ajceb-5604	16	20	in	in	ADP
ajceb-5604	16	21	forecasting	forecast	VERB
ajceb-5604	16	22	tpi	tpi	NOUN
ajceb-5604	16	23	.	.	PUNCT
ajceb-5604	17	1	this	this	DET
ajceb-5604	17	2	model	model	NOUN
ajceb-5604	17	3	will	will	AUX
ajceb-5604	17	4	assist	assist	VERB
ajceb-5604	17	5	practitioners	practitioner	NOUN
ajceb-5604	17	6	to	to	PART
ajceb-5604	17	7	forecast	forecast	VERB
ajceb-5604	17	8	the	the	DET
ajceb-5604	17	9	future	future	ADJ
ajceb-5604	17	10	values	value	NOUN
ajceb-5604	17	11	of	of	ADP
ajceb-5604	17	12	tender	tender	ADJ
ajceb-5604	17	13	price	price	NOUN
ajceb-5604	17	14	index	index	NOUN
ajceb-5604	17	15	.	.	PUNCT
ajceb-5604	18	1	although	although	SCONJ
ajceb-5604	18	2	the	the	DET
ajceb-5604	18	3	study	study	NOUN
ajceb-5604	18	4	focuses	focus	VERB
ajceb-5604	18	5	on	on	ADP
ajceb-5604	18	6	the	the	DET
ajceb-5604	18	7	ghanaian	ghanaian	ADJ
ajceb-5604	18	8	economy	economy	NOUN
ajceb-5604	18	9	,	,	PUNCT
ajceb-5604	18	10	the	the	DET
ajceb-5604	18	11	findings	finding	NOUN
ajceb-5604	18	12	can	can	AUX
ajceb-5604	18	13	be	be	AUX
ajceb-5604	18	14	broadly	broadly	ADV
ajceb-5604	18	15	applicable	applicable	ADJ
ajceb-5604	18	16	to	to	ADP
ajceb-5604	18	17	other	other	ADJ
ajceb-5604	18	18	developing	develop	VERB
ajceb-5604	18	19	countries	country	NOUN
ajceb-5604	18	20	which	which	PRON
ajceb-5604	18	21	share	share	VERB
ajceb-5604	18	22	similar	similar	ADJ
ajceb-5604	18	23	economic	economic	ADJ
ajceb-5604	18	24	characteristics	characteristic	NOUN
ajceb-5604	18	25	.	.	PUNCT
ajceb-5604	19	1	keywords	keyword	NOUN
ajceb-5604	19	2	forecasting	forecasting	NOUN
ajceb-5604	19	3	,	,	PUNCT
ajceb-5604	19	4	tender	tender	ADJ
ajceb-5604	19	5	price	price	NOUN
ajceb-5604	19	6	index	index	NOUN
ajceb-5604	19	7	,	,	PUNCT
ajceb-5604	19	8	arimax	arimax	PROPN
ajceb-5604	19	9	,	,	PUNCT
ajceb-5604	19	10	ghana	ghana	PROPN
ajceb-5604	19	11	declaration	declaration	NOUN
ajceb-5604	19	12	of	of	ADP
ajceb-5604	19	13	conflicting	conflict	VERB
ajceb-5604	19	14	interest	interest	NOUN
ajceb-5604	19	15	the	the	DET
ajceb-5604	19	16	author(s	author(s	NOUN
ajceb-5604	19	17	)	)	PUNCT
ajceb-5604	19	18	declared	declare	VERB
ajceb-5604	19	19	no	no	DET
ajceb-5604	19	20	potential	potential	ADJ
ajceb-5604	19	21	conflicts	conflict	NOUN
ajceb-5604	19	22	of	of	ADP
ajceb-5604	19	23	interest	interest	NOUN
ajceb-5604	19	24	with	with	ADP
ajceb-5604	19	25	respect	respect	NOUN
ajceb-5604	19	26	to	to	ADP
ajceb-5604	19	27	the	the	DET
ajceb-5604	19	28	research	research	NOUN
ajceb-5604	19	29	,	,	PUNCT
ajceb-5604	19	30	authorship	authorship	NOUN
ajceb-5604	19	31	,	,	PUNCT
ajceb-5604	19	32	and/or	and/or	CCONJ
ajceb-5604	19	33	publication	publication	NOUN
ajceb-5604	19	34	of	of	ADP
ajceb-5604	19	35	this	this	DET
ajceb-5604	19	36	article	article	NOUN
ajceb-5604	19	37	.	.	PUNCT
ajceb-5604	20	1	funding	fund	VERB
ajceb-5604	20	2	the	the	DET
ajceb-5604	20	3	author(s	author(s	NOUN
ajceb-5604	20	4	)	)	PUNCT
ajceb-5604	20	5	received	receive	VERB
ajceb-5604	20	6	no	no	DET
ajceb-5604	20	7	financial	financial	ADJ
ajceb-5604	20	8	support	support	NOUN
ajceb-5604	20	9	for	for	ADP
ajceb-5604	20	10	the	the	DET
ajceb-5604	20	11	research	research	NOUN
ajceb-5604	20	12	,	,	PUNCT
ajceb-5604	20	13	authorship	authorship	NOUN
ajceb-5604	20	14	,	,	PUNCT
ajceb-5604	20	15	and/or	and/or	CCONJ
ajceb-5604	20	16	publication	publication	NOUN
ajceb-5604	20	17	of	of	ADP
ajceb-5604	20	18	this	this	DET
ajceb-5604	20	19	article	article	NOUN
ajceb-5604	20	20	.	.	PUNCT
ajceb-5604	21	1	70	70	NUM
ajceb-5604	21	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ajceb-5604	21	3	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ajceb-5604	21	4	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ajceb-5604	22	1	http://dx.doi.org/10.5130/ajceb.v18i1.5604	http://dx.doi.org/10.5130/ajceb.v18i1.5604	VERB
ajceb-5604	22	2	http://dx.doi.org/10.5130/ajceb.v18i1.5604	http://dx.doi.org/10.5130/ajceb.v18i1.5604	PRON
ajceb-5604	22	3	http://ajceb.epress.lib.uts.edu.au	http://ajceb.epress.lib.uts.edu.au	PROPN
ajceb-5604	22	4	http://ajceb.epress.lib.uts.edu.au	http://ajceb.epress.lib.uts.edu.au	PROPN
ajceb-5604	22	5	mailto:kisernest@yahoo.com	mailto:kisernest@yahoo.com	PROPN
ajceb-5604	22	6	http://dx.doi.org/10.5130/ajceb.v18i1.5604	http://dx.doi.org/10.5130/ajceb.v18i1.5604	PROPN
ajceb-5604	22	7	introduction	introduction	NOUN
ajceb-5604	22	8	tender	tender	NOUN
ajceb-5604	22	9	price	price	NOUN
ajceb-5604	22	10	indices	index	NOUN
ajceb-5604	22	11	are	be	AUX
ajceb-5604	22	12	comparable	comparable	ADJ
ajceb-5604	22	13	to	to	ADP
ajceb-5604	22	14	output	output	NOUN
ajceb-5604	22	15	price	price	NOUN
ajceb-5604	22	16	indices	index	NOUN
ajceb-5604	22	17	.	.	PUNCT
ajceb-5604	23	1	it	it	PRON
ajceb-5604	23	2	is	be	AUX
ajceb-5604	23	3	an	an	DET
ajceb-5604	23	4	output	output	NOUN
ajceb-5604	23	5	index	index	NOUN
ajceb-5604	23	6	demarcating	demarcate	VERB
ajceb-5604	23	7	the	the	DET
ajceb-5604	23	8	average	average	ADJ
ajceb-5604	23	9	building	building	NOUN
ajceb-5604	23	10	prices	price	NOUN
ajceb-5604	23	11	within	within	ADP
ajceb-5604	23	12	a	a	DET
ajceb-5604	23	13	specific	specific	ADJ
ajceb-5604	23	14	period	period	NOUN
ajceb-5604	23	15	,	,	PUNCT
ajceb-5604	23	16	i.e.	i.e.	X
ajceb-5604	23	17	the	the	DET
ajceb-5604	23	18	agreed	agree	VERB
ajceb-5604	23	19	price	price	NOUN
ajceb-5604	23	20	to	to	PART
ajceb-5604	23	21	be	be	AUX
ajceb-5604	23	22	paid	pay	VERB
ajceb-5604	23	23	by	by	ADP
ajceb-5604	23	24	the	the	DET
ajceb-5604	23	25	clients	client	NOUN
ajceb-5604	23	26	/	/	SYM
ajceb-5604	23	27	owners	owner	NOUN
ajceb-5604	23	28	.	.	PUNCT
ajceb-5604	24	1	it	it	PRON
ajceb-5604	24	2	then	then	ADV
ajceb-5604	24	3	reflects	reflect	VERB
ajceb-5604	24	4	the	the	DET
ajceb-5604	24	5	common	common	ADJ
ajceb-5604	24	6	market	market	NOUN
ajceb-5604	24	7	conditions	condition	NOUN
ajceb-5604	24	8	(	(	PUNCT
ajceb-5604	24	9	ng	ng	PROPN
ajceb-5604	24	10	,	,	PUNCT
ajceb-5604	24	11	et	et	PROPN
ajceb-5604	24	12	al	al	PROPN
ajceb-5604	24	13	.	.	PROPN
ajceb-5604	24	14	,	,	PUNCT
ajceb-5604	24	15	2000	2000	NUM
ajceb-5604	24	16	)	)	PUNCT
ajceb-5604	24	17	.	.	PUNCT
ajceb-5604	25	1	forecasting	forecast	VERB
ajceb-5604	25	2	the	the	DET
ajceb-5604	25	3	movement	movement	NOUN
ajceb-5604	25	4	of	of	ADP
ajceb-5604	25	5	the	the	DET
ajceb-5604	25	6	tpi	tpi	NOUN
ajceb-5604	25	7	is	be	AUX
ajceb-5604	25	8	never	never	ADV
ajceb-5604	25	9	a	a	DET
ajceb-5604	25	10	straightforward	straightforward	ADJ
ajceb-5604	25	11	process	process	NOUN
ajceb-5604	25	12	,	,	PUNCT
ajceb-5604	25	13	as	as	SCONJ
ajceb-5604	25	14	it	it	PRON
ajceb-5604	25	15	could	could	AUX
ajceb-5604	25	16	be	be	AUX
ajceb-5604	25	17	influenced	influence	VERB
ajceb-5604	25	18	by	by	ADP
ajceb-5604	25	19	a	a	DET
ajceb-5604	25	20	series	series	NOUN
ajceb-5604	25	21	of	of	ADP
ajceb-5604	25	22	socio	socio	NOUN
ajceb-5604	25	23	-	-	PUNCT
ajceb-5604	25	24	economic	economic	ADJ
ajceb-5604	25	25	factors	factor	NOUN
ajceb-5604	25	26	such	such	ADJ
ajceb-5604	25	27	as	as	ADP
ajceb-5604	25	28	interest	interest	NOUN
ajceb-5604	25	29	rate	rate	NOUN
ajceb-5604	25	30	,	,	PUNCT
ajceb-5604	25	31	gross	gross	ADJ
ajceb-5604	25	32	domestic	domestic	ADJ
ajceb-5604	25	33	product	product	NOUN
ajceb-5604	25	34	(	(	PUNCT
ajceb-5604	25	35	gdp	gdp	NOUN
ajceb-5604	25	36	)	)	PUNCT
ajceb-5604	25	37	,	,	PUNCT
ajceb-5604	25	38	unemployment	unemployment	NOUN
ajceb-5604	25	39	rate	rate	NOUN
ajceb-5604	25	40	and	and	CCONJ
ajceb-5604	25	41	the	the	DET
ajceb-5604	25	42	varying	vary	VERB
ajceb-5604	25	43	challenges	challenge	NOUN
ajceb-5604	25	44	in	in	ADP
ajceb-5604	25	45	tender	tender	ADJ
ajceb-5604	25	46	appraisals	appraisal	NOUN
ajceb-5604	25	47	rising	rise	VERB
ajceb-5604	25	48	from	from	ADP
ajceb-5604	25	49	current	current	ADJ
ajceb-5604	25	50	trend	trend	NOUN
ajceb-5604	25	51	of	of	ADP
ajceb-5604	25	52	complex	complex	ADJ
ajceb-5604	25	53	designs	design	NOUN
ajceb-5604	25	54	(	(	PUNCT
ajceb-5604	25	55	fitzgerald	fitzgerald	NOUN
ajceb-5604	25	56	and	and	CCONJ
ajceb-5604	25	57	akintoye	akintoye	PROPN
ajceb-5604	25	58	,	,	PUNCT
ajceb-5604	25	59	1995	1995	NUM
ajceb-5604	25	60	;	;	PUNCT
ajceb-5604	25	61	ng	ng	PROPN
ajceb-5604	25	62	,	,	PUNCT
ajceb-5604	25	63	et	et	PROPN
ajceb-5604	25	64	al	al	PROPN
ajceb-5604	25	65	.	.	PROPN
ajceb-5604	25	66	,	,	PUNCT
ajceb-5604	25	67	2000	2000	NUM
ajceb-5604	25	68	;	;	PUNCT
ajceb-5604	25	69	wong	wong	PROPN
ajceb-5604	25	70	and	and	CCONJ
ajceb-5604	25	71	ng	ng	PROPN
ajceb-5604	25	72	,	,	PUNCT
ajceb-5604	25	73	2010	2010	NUM
ajceb-5604	25	74	)	)	PUNCT
ajceb-5604	25	75	.	.	PUNCT
ajceb-5604	26	1	similarly	similarly	ADV
ajceb-5604	26	2	,	,	PUNCT
ajceb-5604	26	3	wong	wong	PROPN
ajceb-5604	26	4	,	,	PUNCT
ajceb-5604	26	5	bai	bai	PROPN
ajceb-5604	26	6	and	and	CCONJ
ajceb-5604	26	7	chu	chu	PROPN
ajceb-5604	26	8	(	(	PUNCT
ajceb-5604	26	9	2010	2010	NUM
ajceb-5604	26	10	)	)	PUNCT
ajceb-5604	26	11	posited	posit	VERB
ajceb-5604	26	12	that	that	SCONJ
ajceb-5604	26	13	the	the	DET
ajceb-5604	26	14	rate	rate	NOUN
ajceb-5604	26	15	at	at	ADP
ajceb-5604	26	16	which	which	PRON
ajceb-5604	26	17	one	one	NOUN
ajceb-5604	26	18	can	can	AUX
ajceb-5604	26	19	precisely	precisely	ADV
ajceb-5604	26	20	forecast	forecast	VERB
ajceb-5604	26	21	the	the	DET
ajceb-5604	26	22	tender	tender	ADJ
ajceb-5604	26	23	price	price	NOUN
ajceb-5604	26	24	of	of	ADP
ajceb-5604	26	25	a	a	DET
ajceb-5604	26	26	construction	construction	NOUN
ajceb-5604	26	27	project	project	NOUN
ajceb-5604	26	28	has	have	AUX
ajceb-5604	26	29	been	be	AUX
ajceb-5604	26	30	a	a	DET
ajceb-5604	26	31	subject	subject	NOUN
ajceb-5604	26	32	of	of	ADP
ajceb-5604	26	33	research	research	NOUN
ajceb-5604	26	34	a	a	DET
ajceb-5604	26	35	few	few	ADJ
ajceb-5604	26	36	decades	decade	NOUN
ajceb-5604	26	37	ago	ago	ADV
ajceb-5604	26	38	,	,	PUNCT
ajceb-5604	26	39	as	as	SCONJ
ajceb-5604	26	40	tender	tender	ADJ
ajceb-5604	26	41	prices	price	NOUN
ajceb-5604	26	42	could	could	AUX
ajceb-5604	26	43	influence	influence	VERB
ajceb-5604	26	44	the	the	DET
ajceb-5604	26	45	ideas	idea	NOUN
ajceb-5604	26	46	of	of	ADP
ajceb-5604	26	47	clients	client	NOUN
ajceb-5604	26	48	,	,	PUNCT
ajceb-5604	26	49	contractors	contractor	NOUN
ajceb-5604	26	50	,	,	PUNCT
ajceb-5604	26	51	property	property	NOUN
ajceb-5604	26	52	investors	investor	NOUN
ajceb-5604	26	53	,	,	PUNCT
ajceb-5604	26	54	financial	financial	ADJ
ajceb-5604	26	55	institutions	institution	NOUN
ajceb-5604	26	56	,	,	PUNCT
ajceb-5604	26	57	etc	etc	X
ajceb-5604	26	58	.	.	X
ajceb-5604	26	59	hassanein	hassanein	PROPN
ajceb-5604	26	60	and	and	CCONJ
ajceb-5604	26	61	khalil	khalil	PROPN
ajceb-5604	26	62	(	(	PUNCT
ajceb-5604	26	63	2006	2006	NUM
ajceb-5604	26	64	)	)	PUNCT
ajceb-5604	26	65	argued	argue	VERB
ajceb-5604	26	66	that	that	SCONJ
ajceb-5604	26	67	a	a	DET
ajceb-5604	26	68	perfect	perfect	ADJ
ajceb-5604	26	69	forecast	forecast	NOUN
ajceb-5604	26	70	of	of	ADP
ajceb-5604	26	71	indices	index	NOUN
ajceb-5604	26	72	in	in	ADP
ajceb-5604	26	73	any	any	DET
ajceb-5604	26	74	way	way	NOUN
ajceb-5604	26	75	is	be	AUX
ajceb-5604	26	76	arduous	arduous	ADJ
ajceb-5604	26	77	.	.	PUNCT
ajceb-5604	27	1	in	in	ADP
ajceb-5604	27	2	addition	addition	NOUN
ajceb-5604	27	3	,	,	PUNCT
ajceb-5604	27	4	the	the	DET
ajceb-5604	27	5	development	development	NOUN
ajceb-5604	27	6	of	of	ADP
ajceb-5604	27	7	tpi	tpi	PROPN
ajceb-5604	27	8	is	be	AUX
ajceb-5604	27	9	highly	highly	ADV
ajceb-5604	27	10	unstable	unstable	ADJ
ajceb-5604	27	11	in	in	ADP
ajceb-5604	27	12	the	the	DET
ajceb-5604	27	13	building	building	NOUN
ajceb-5604	27	14	industry	industry	NOUN
ajceb-5604	27	15	as	as	SCONJ
ajceb-5604	27	16	there	there	PRON
ajceb-5604	27	17	is	be	VERB
ajceb-5604	27	18	an	an	DET
ajceb-5604	27	19	extensive	extensive	ADJ
ajceb-5604	27	20	inconsistency	inconsistency	NOUN
ajceb-5604	27	21	between	between	ADP
ajceb-5604	27	22	the	the	DET
ajceb-5604	27	23	annual	annual	ADJ
ajceb-5604	27	24	rate	rate	NOUN
ajceb-5604	27	25	of	of	ADP
ajceb-5604	27	26	tender	tender	ADJ
ajceb-5604	27	27	price	price	NOUN
ajceb-5604	27	28	and	and	CCONJ
ajceb-5604	27	29	building	building	NOUN
ajceb-5604	27	30	cost	cost	NOUN
ajceb-5604	27	31	(	(	PUNCT
ajceb-5604	27	32	akintoye	akintoye	NOUN
ajceb-5604	27	33	,	,	PUNCT
ajceb-5604	27	34	2000	2000	NUM
ajceb-5604	27	35	)	)	PUNCT
ajceb-5604	27	36	.	.	PUNCT
ajceb-5604	28	1	hassainein	hassainein	PROPN
ajceb-5604	28	2	and	and	CCONJ
ajceb-5604	28	3	khalil	khalil	PROPN
ajceb-5604	28	4	(	(	PUNCT
ajceb-5604	28	5	2006	2006	NUM
ajceb-5604	28	6	)	)	PUNCT
ajceb-5604	28	7	further	far	ADV
ajceb-5604	28	8	posited	posit	VERB
ajceb-5604	28	9	that	that	SCONJ
ajceb-5604	28	10	there	there	PRON
ajceb-5604	28	11	are	be	VERB
ajceb-5604	28	12	many	many	ADJ
ajceb-5604	28	13	variables	variable	NOUN
ajceb-5604	28	14	in	in	ADP
ajceb-5604	28	15	a	a	DET
ajceb-5604	28	16	business	business	NOUN
ajceb-5604	28	17	environment	environment	NOUN
ajceb-5604	28	18	that	that	PRON
ajceb-5604	28	19	can	can	AUX
ajceb-5604	28	20	not	not	PART
ajceb-5604	28	21	be	be	AUX
ajceb-5604	28	22	implied	imply	VERB
ajceb-5604	28	23	with	with	ADP
ajceb-5604	28	24	certainty	certainty	PROPN
ajceb-5604	28	25	.	.	PUNCT
ajceb-5604	29	1	however	however	ADV
ajceb-5604	29	2	,	,	PUNCT
ajceb-5604	29	3	tpi	tpi	PROPN
ajceb-5604	29	4	is	be	AUX
ajceb-5604	29	5	vital	vital	ADJ
ajceb-5604	29	6	in	in	ADP
ajceb-5604	29	7	the	the	DET
ajceb-5604	29	8	successful	successful	ADJ
ajceb-5604	29	9	delivery	delivery	NOUN
ajceb-5604	29	10	of	of	ADP
ajceb-5604	29	11	projects	project	NOUN
ajceb-5604	29	12	and	and	CCONJ
ajceb-5604	29	13	is	be	AUX
ajceb-5604	29	14	more	more	ADV
ajceb-5604	29	15	imperative	imperative	ADJ
ajceb-5604	29	16	in	in	ADP
ajceb-5604	29	17	decision	decision	NOUN
ajceb-5604	29	18	-	-	PUNCT
ajceb-5604	29	19	making	make	VERB
ajceb-5604	29	20	right	right	NOUN
ajceb-5604	29	21	from	from	ADP
ajceb-5604	29	22	the	the	DET
ajceb-5604	29	23	beginning	beginning	NOUN
ajceb-5604	29	24	of	of	ADP
ajceb-5604	29	25	any	any	DET
ajceb-5604	29	26	project	project	NOUN
ajceb-5604	29	27	as	as	SCONJ
ajceb-5604	29	28	it	it	PRON
ajceb-5604	29	29	ensures	ensure	VERB
ajceb-5604	29	30	effective	effective	ADJ
ajceb-5604	29	31	cost	cost	NOUN
ajceb-5604	29	32	planning	planning	NOUN
ajceb-5604	29	33	practices	practice	NOUN
ajceb-5604	29	34	.	.	PUNCT
ajceb-5604	30	1	tender	tender	ADJ
ajceb-5604	30	2	price	price	NOUN
ajceb-5604	30	3	indices	index	NOUN
ajceb-5604	30	4	(	(	PUNCT
ajceb-5604	30	5	tpi	tpi	NOUN
ajceb-5604	30	6	)	)	PUNCT
ajceb-5604	30	7	is	be	AUX
ajceb-5604	30	8	,	,	PUNCT
ajceb-5604	30	9	therefore	therefore	ADV
ajceb-5604	30	10	,	,	PUNCT
ajceb-5604	30	11	employed	employ	VERB
ajceb-5604	30	12	to	to	PART
ajceb-5604	30	13	track	track	VERB
ajceb-5604	30	14	the	the	DET
ajceb-5604	30	15	historical	historical	ADJ
ajceb-5604	30	16	inclinations	inclination	NOUN
ajceb-5604	30	17	in	in	ADP
ajceb-5604	30	18	the	the	DET
ajceb-5604	30	19	movement	movement	NOUN
ajceb-5604	30	20	of	of	ADP
ajceb-5604	30	21	tender	tender	ADJ
ajceb-5604	30	22	price	price	NOUN
ajceb-5604	30	23	levels	level	NOUN
ajceb-5604	30	24	of	of	ADP
ajceb-5604	30	25	construction	construction	NOUN
ajceb-5604	30	26	contracts	contract	NOUN
ajceb-5604	30	27	throughout	throughout	ADP
ajceb-5604	30	28	the	the	DET
ajceb-5604	30	29	respective	respective	ADJ
ajceb-5604	30	30	stages	stage	NOUN
ajceb-5604	30	31	.	.	PUNCT
ajceb-5604	31	1	the	the	DET
ajceb-5604	31	2	establishment	establishment	NOUN
ajceb-5604	31	3	of	of	ADP
ajceb-5604	31	4	an	an	DET
ajceb-5604	31	5	appropriate	appropriate	ADJ
ajceb-5604	31	6	tool	tool	NOUN
ajceb-5604	31	7	for	for	ADP
ajceb-5604	31	8	predicting	predict	VERB
ajceb-5604	31	9	tpi	tpi	PROPN
ajceb-5604	31	10	is	be	AUX
ajceb-5604	31	11	still	still	ADV
ajceb-5604	31	12	evolving	evolve	VERB
ajceb-5604	31	13	and	and	CCONJ
ajceb-5604	31	14	in	in	ADP
ajceb-5604	31	15	developing	develop	VERB
ajceb-5604	31	16	countries	country	NOUN
ajceb-5604	31	17	,	,	PUNCT
ajceb-5604	31	18	this	this	PRON
ajceb-5604	31	19	is	be	AUX
ajceb-5604	31	20	now	now	ADV
ajceb-5604	31	21	gathering	gather	VERB
ajceb-5604	31	22	momentum	momentum	NOUN
ajceb-5604	31	23	due	due	ADP
ajceb-5604	31	24	to	to	ADP
ajceb-5604	31	25	the	the	DET
ajceb-5604	31	26	recent	recent	ADJ
ajceb-5604	31	27	economic	economic	ADJ
ajceb-5604	31	28	recession	recession	NOUN
ajceb-5604	31	29	.	.	PUNCT
ajceb-5604	32	1	consequently	consequently	ADV
ajceb-5604	32	2	,	,	PUNCT
ajceb-5604	32	3	in	in	ADP
ajceb-5604	32	4	developed	develop	VERB
ajceb-5604	32	5	countries	country	NOUN
ajceb-5604	32	6	,	,	PUNCT
ajceb-5604	32	7	there	there	PRON
ajceb-5604	32	8	has	have	AUX
ajceb-5604	32	9	been	be	AUX
ajceb-5604	32	10	several	several	ADJ
ajceb-5604	32	11	models	model	NOUN
ajceb-5604	32	12	that	that	PRON
ajceb-5604	32	13	have	have	AUX
ajceb-5604	32	14	been	be	AUX
ajceb-5604	32	15	developed	develop	VERB
ajceb-5604	32	16	forecasting	forecast	VERB
ajceb-5604	32	17	tpi	tpi	NOUN
ajceb-5604	32	18	(	(	PUNCT
ajceb-5604	32	19	mccaffer	mccaffer	NOUN
ajceb-5604	32	20	,	,	PUNCT
ajceb-5604	32	21	mccaffrey	mccaffrey	PROPN
ajceb-5604	32	22	and	and	CCONJ
ajceb-5604	32	23	thorpe	thorpe	PROPN
ajceb-5604	32	24	,	,	PUNCT
ajceb-5604	32	25	1983	1983	NUM
ajceb-5604	32	26	;	;	PUNCT
ajceb-5604	32	27	runeson	runeson	PROPN
ajceb-5604	32	28	,	,	PUNCT
ajceb-5604	32	29	1988	1988	NUM
ajceb-5604	32	30	;	;	PUNCT
ajceb-5604	32	31	fellows	fellow	NOUN
ajceb-5604	32	32	,	,	PUNCT
ajceb-5604	32	33	1991	1991	NUM
ajceb-5604	32	34	;	;	PUNCT
ajceb-5604	32	35	akintoye	akintoye	PROPN
ajceb-5604	32	36	,	,	PUNCT
ajceb-5604	32	37	bowen	bowen	NOUN
ajceb-5604	32	38	and	and	CCONJ
ajceb-5604	32	39	hardcastle	hardcastle	PROPN
ajceb-5604	32	40	,	,	PUNCT
ajceb-5604	32	41	1998	1998	NUM
ajceb-5604	32	42	;	;	PUNCT
ajceb-5604	32	43	ng	ng	PROPN
ajceb-5604	32	44	et	et	PROPN
ajceb-5604	32	45	al	al	PROPN
ajceb-5604	32	46	.	.	PROPN
ajceb-5604	32	47	,	,	PUNCT
ajceb-5604	32	48	2000	2000	NUM
ajceb-5604	32	49	;	;	PUNCT
ajceb-5604	32	50	ng	ng	PROPN
ajceb-5604	32	51	,	,	PUNCT
ajceb-5604	32	52	et	et	PROPN
ajceb-5604	32	53	al	al	PROPN
ajceb-5604	32	54	.	.	PROPN
ajceb-5604	32	55	,	,	PUNCT
ajceb-5604	32	56	2004	2004	NUM
ajceb-5604	32	57	;	;	PUNCT
ajceb-5604	32	58	wong	wong	PROPN
ajceb-5604	32	59	and	and	CCONJ
ajceb-5604	32	60	ng	ng	PROPN
ajceb-5604	32	61	,	,	PUNCT
ajceb-5604	32	62	2010	2010	NUM
ajceb-5604	32	63	)	)	PUNCT
ajceb-5604	32	64	.	.	PUNCT
ajceb-5604	33	1	the	the	DET
ajceb-5604	33	2	need	need	NOUN
ajceb-5604	33	3	for	for	ADP
ajceb-5604	33	4	more	more	ADV
ajceb-5604	33	5	unbiased	unbiased	ADJ
ajceb-5604	33	6	methods	method	NOUN
ajceb-5604	33	7	and	and	CCONJ
ajceb-5604	33	8	the	the	DET
ajceb-5604	33	9	benefits	benefit	NOUN
ajceb-5604	33	10	of	of	ADP
ajceb-5604	33	11	quantitative	quantitative	ADJ
ajceb-5604	33	12	predictive	predictive	ADJ
ajceb-5604	33	13	price	price	NOUN
ajceb-5604	33	14	models	model	NOUN
ajceb-5604	33	15	,	,	PUNCT
ajceb-5604	33	16	in	in	ADP
ajceb-5604	33	17	general	general	ADJ
ajceb-5604	33	18	,	,	PUNCT
ajceb-5604	33	19	have	have	AUX
ajceb-5604	33	20	been	be	AUX
ajceb-5604	33	21	recognised	recognise	VERB
ajceb-5604	33	22	in	in	ADP
ajceb-5604	33	23	the	the	DET
ajceb-5604	33	24	construction	construction	NOUN
ajceb-5604	33	25	industry	industry	NOUN
ajceb-5604	33	26	(	(	PUNCT
ajceb-5604	33	27	li	li	PROPN
ajceb-5604	33	28	and	and	CCONJ
ajceb-5604	33	29	love	love	PROPN
ajceb-5604	33	30	,	,	PUNCT
ajceb-5604	33	31	1999	1999	NUM
ajceb-5604	33	32	;	;	PUNCT
ajceb-5604	33	33	ng	ng	PROPN
ajceb-5604	33	34	,	,	PUNCT
ajceb-5604	33	35	et	et	PROPN
ajceb-5604	33	36	al	al	PROPN
ajceb-5604	33	37	.	.	PROPN
ajceb-5604	33	38	,	,	PUNCT
ajceb-5604	33	39	2000,2004	2000,2004	NUM
ajceb-5604	33	40	)	)	PUNCT
ajceb-5604	33	41	.	.	PUNCT
ajceb-5604	34	1	however	however	ADV
ajceb-5604	34	2	,	,	PUNCT
ajceb-5604	34	3	the	the	DET
ajceb-5604	34	4	search	search	NOUN
ajceb-5604	34	5	for	for	ADP
ajceb-5604	34	6	more	more	ADJ
ajceb-5604	34	7	concrete	concrete	ADJ
ajceb-5604	34	8	model	model	NOUN
ajceb-5604	34	9	remains	remain	VERB
ajceb-5604	34	10	debatable	debatable	ADJ
ajceb-5604	34	11	among	among	ADP
ajceb-5604	34	12	researchers	researcher	NOUN
ajceb-5604	34	13	as	as	ADP
ajceb-5604	34	14	new	new	ADJ
ajceb-5604	34	15	statistical	statistical	ADJ
ajceb-5604	34	16	and	and	CCONJ
ajceb-5604	34	17	econometric	econometric	ADJ
ajceb-5604	34	18	methods	method	NOUN
ajceb-5604	34	19	keep	keep	VERB
ajceb-5604	34	20	on	on	ADP
ajceb-5604	34	21	revolving	revolve	VERB
ajceb-5604	34	22	.	.	PUNCT
ajceb-5604	35	1	as	as	ADP
ajceb-5604	35	2	a	a	DET
ajceb-5604	35	3	result	result	NOUN
ajceb-5604	35	4	,	,	PUNCT
ajceb-5604	35	5	diversity	diversity	NOUN
ajceb-5604	35	6	of	of	ADP
ajceb-5604	35	7	cost	cost	NOUN
ajceb-5604	35	8	models	model	NOUN
ajceb-5604	35	9	of	of	ADP
ajceb-5604	35	10	varying	vary	VERB
ajceb-5604	35	11	complexities	complexity	NOUN
ajceb-5604	35	12	has	have	AUX
ajceb-5604	35	13	been	be	AUX
ajceb-5604	35	14	devised	devise	VERB
ajceb-5604	35	15	by	by	ADP
ajceb-5604	35	16	researchers	researcher	NOUN
ajceb-5604	35	17	.	.	PUNCT
ajceb-5604	36	1	based	base	VERB
ajceb-5604	36	2	on	on	ADP
ajceb-5604	36	3	this	this	PRON
ajceb-5604	36	4	,	,	PUNCT
ajceb-5604	36	5	the	the	DET
ajceb-5604	36	6	paper	paper	NOUN
ajceb-5604	36	7	seeks	seek	VERB
ajceb-5604	36	8	to	to	PART
ajceb-5604	36	9	forecast	forecast	VERB
ajceb-5604	36	10	tpi	tpi	PROPN
ajceb-5604	36	11	in	in	ADP
ajceb-5604	36	12	the	the	DET
ajceb-5604	36	13	ghanaian	ghanaian	ADJ
ajceb-5604	36	14	building	building	NOUN
ajceb-5604	36	15	industry	industry	NOUN
ajceb-5604	36	16	(	(	PUNCT
ajceb-5604	36	17	gbi	gbi	PROPN
ajceb-5604	36	18	)	)	PUNCT
ajceb-5604	36	19	using	use	VERB
ajceb-5604	36	20	autoregressive	autoregressive	ADJ
ajceb-5604	36	21	integrated	integrated	ADJ
ajceb-5604	36	22	moving	move	VERB
ajceb-5604	36	23	average	average	NOUN
ajceb-5604	36	24	with	with	ADP
ajceb-5604	36	25	exogenous	exogenous	ADJ
ajceb-5604	36	26	variables	variable	NOUN
ajceb-5604	36	27	(	(	PUNCT
ajceb-5604	36	28	arimax	arimax	ADJ
ajceb-5604	36	29	)	)	PUNCT
ajceb-5604	36	30	models	model	NOUN
ajceb-5604	36	31	.	.	PUNCT
ajceb-5604	37	1	previous	previous	ADJ
ajceb-5604	37	2	research	research	NOUN
ajceb-5604	37	3	argues	argue	VERB
ajceb-5604	37	4	that	that	SCONJ
ajceb-5604	37	5	arimax	arimax	PROPN
ajceb-5604	37	6	has	have	VERB
ajceb-5604	37	7	a	a	DET
ajceb-5604	37	8	better	well	ADJ
ajceb-5604	37	9	predictive	predictive	ADJ
ajceb-5604	37	10	ability	ability	NOUN
ajceb-5604	37	11	when	when	SCONJ
ajceb-5604	37	12	compared	compare	VERB
ajceb-5604	37	13	to	to	ADP
ajceb-5604	37	14	autoregressive	autoregressive	ADJ
ajceb-5604	37	15	integrated	integrated	ADJ
ajceb-5604	37	16	moving	move	VERB
ajceb-5604	37	17	average	average	ADJ
ajceb-5604	37	18	(	(	PUNCT
ajceb-5604	37	19	arima	arima	PROPN
ajceb-5604	37	20	)	)	PUNCT
ajceb-5604	37	21	(	(	PUNCT
ajceb-5604	37	22	kongcharoen	kongcharoen	NOUN
ajceb-5604	37	23	and	and	CCONJ
ajceb-5604	37	24	kruangpradit	kruangpradit	NOUN
ajceb-5604	37	25	,	,	PUNCT
ajceb-5604	37	26	2013	2013	NUM
ajceb-5604	37	27	)	)	PUNCT
ajceb-5604	37	28	.	.	PUNCT
ajceb-5604	38	1	the	the	DET
ajceb-5604	38	2	paper	paper	NOUN
ajceb-5604	38	3	first	first	ADV
ajceb-5604	38	4	looks	look	VERB
ajceb-5604	38	5	at	at	ADP
ajceb-5604	38	6	previous	previous	ADJ
ajceb-5604	38	7	works	work	NOUN
ajceb-5604	38	8	on	on	ADP
ajceb-5604	38	9	tpi	tpi	PROPN
ajceb-5604	38	10	modelling	modelling	NOUN
ajceb-5604	38	11	,	,	PUNCT
ajceb-5604	38	12	followed	follow	VERB
ajceb-5604	38	13	by	by	ADP
ajceb-5604	38	14	research	research	NOUN
ajceb-5604	38	15	methodology	methodology	NOUN
ajceb-5604	38	16	and	and	CCONJ
ajceb-5604	38	17	data	datum	NOUN
ajceb-5604	38	18	analysis	analysis	NOUN
ajceb-5604	38	19	and	and	CCONJ
ajceb-5604	38	20	discussions	discussion	NOUN
ajceb-5604	38	21	.	.	PUNCT
ajceb-5604	39	1	lastly	lastly	ADV
ajceb-5604	39	2	,	,	PUNCT
ajceb-5604	39	3	the	the	DET
ajceb-5604	39	4	conclusion	conclusion	NOUN
ajceb-5604	39	5	underscored	underscore	VERB
ajceb-5604	39	6	the	the	DET
ajceb-5604	39	7	need	need	NOUN
ajceb-5604	39	8	for	for	ADP
ajceb-5604	39	9	using	use	VERB
ajceb-5604	39	10	the	the	DET
ajceb-5604	39	11	integrated	integrate	VERB
ajceb-5604	39	12	approach	approach	NOUN
ajceb-5604	39	13	in	in	ADP
ajceb-5604	39	14	forecasting	forecast	VERB
ajceb-5604	39	15	tpi	tpi	PROPN
ajceb-5604	39	16	.	.	PUNCT
ajceb-5604	40	1	previous	previous	ADJ
ajceb-5604	40	2	studies	study	NOUN
ajceb-5604	40	3	statistical	statistical	ADJ
ajceb-5604	40	4	methods	method	NOUN
ajceb-5604	40	5	have	have	AUX
ajceb-5604	40	6	been	be	AUX
ajceb-5604	40	7	widely	widely	ADV
ajceb-5604	40	8	applied	apply	VERB
ajceb-5604	40	9	in	in	ADP
ajceb-5604	40	10	forecasting	forecasting	NOUN
ajceb-5604	40	11	tpi	tpi	NOUN
ajceb-5604	40	12	,	,	PUNCT
ajceb-5604	40	13	which	which	PRON
ajceb-5604	40	14	includes	include	VERB
ajceb-5604	40	15	regression	regression	NOUN
ajceb-5604	40	16	analysis	analysis	NOUN
ajceb-5604	40	17	(	(	PUNCT
ajceb-5604	40	18	ra	ra	NOUN
ajceb-5604	40	19	)	)	PUNCT
ajceb-5604	40	20	and	and	CCONJ
ajceb-5604	40	21	time	time	NOUN
ajceb-5604	40	22	series	series	PROPN
ajceb-5604	40	23	(	(	PUNCT
ajceb-5604	40	24	ts	ts	NOUN
ajceb-5604	40	25	)	)	PUNCT
ajceb-5604	40	26	vector	vector	NOUN
ajceb-5604	40	27	error	error	NOUN
ajceb-5604	40	28	correction	correction	NOUN
ajceb-5604	40	29	(	(	PUNCT
ajceb-5604	40	30	vec	vec	PROPN
ajceb-5604	40	31	)	)	PUNCT
ajceb-5604	40	32	,	,	PUNCT
ajceb-5604	40	33	fuzzy	fuzzy	ADJ
ajceb-5604	40	34	sets	set	NOUN
ajceb-5604	40	35	(	(	PUNCT
ajceb-5604	40	36	chang	chang	PROPN
ajceb-5604	40	37	et	et	PROPN
ajceb-5604	40	38	al	al	PROPN
ajceb-5604	40	39	.	.	PROPN
ajceb-5604	40	40	,	,	PUNCT
ajceb-5604	40	41	1997	1997	NUM
ajceb-5604	40	42	)	)	PUNCT
ajceb-5604	40	43	,	,	PUNCT
ajceb-5604	40	44	structural	structural	ADJ
ajceb-5604	40	45	equation	equation	NOUN
ajceb-5604	40	46	(	(	PUNCT
ajceb-5604	40	47	akintoye	akintoye	NOUN
ajceb-5604	40	48	and	and	CCONJ
ajceb-5604	40	49	skitmore	skitmore	NOUN
ajceb-5604	40	50	,	,	PUNCT
ajceb-5604	40	51	1999	1999	NUM
ajceb-5604	40	52	)	)	PUNCT
ajceb-5604	40	53	and	and	CCONJ
ajceb-5604	40	54	artificial	artificial	ADJ
ajceb-5604	40	55	neural	neural	ADJ
ajceb-5604	40	56	network	network	NOUN
ajceb-5604	40	57	approaches	approach	NOUN
ajceb-5604	40	58	(	(	PUNCT
ajceb-5604	40	59	williams	williams	PROPN
ajceb-5604	40	60	,	,	PUNCT
ajceb-5604	40	61	1994	1994	NUM
ajceb-5604	40	62	)	)	PUNCT
ajceb-5604	40	63	.	.	PUNCT
ajceb-5604	41	1	regression	regression	NOUN
ajceb-5604	41	2	is	be	AUX
ajceb-5604	41	3	mostly	mostly	ADV
ajceb-5604	41	4	used	use	VERB
ajceb-5604	41	5	to	to	PART
ajceb-5604	41	6	examine	examine	VERB
ajceb-5604	41	7	the	the	DET
ajceb-5604	41	8	relationship	relationship	NOUN
ajceb-5604	41	9	between	between	ADP
ajceb-5604	41	10	variables	variable	NOUN
ajceb-5604	41	11	.	.	PUNCT
ajceb-5604	42	1	these	these	DET
ajceb-5604	42	2	variables	variable	NOUN
ajceb-5604	42	3	are	be	AUX
ajceb-5604	42	4	either	either	CCONJ
ajceb-5604	42	5	dependent	dependent	ADJ
ajceb-5604	42	6	or	or	CCONJ
ajceb-5604	42	7	independent	independent	ADJ
ajceb-5604	42	8	and	and	CCONJ
ajceb-5604	42	9	such	such	ADJ
ajceb-5604	42	10	their	their	PRON
ajceb-5604	42	11	measuring	measure	VERB
ajceb-5604	42	12	effects	effect	NOUN
ajceb-5604	42	13	are	be	AUX
ajceb-5604	42	14	hooked	hook	VERB
ajceb-5604	42	15	on	on	ADP
ajceb-5604	42	16	the	the	DET
ajceb-5604	42	17	estimated	estimate	VERB
ajceb-5604	42	18	regression	regression	NOUN
ajceb-5604	42	19	equation	equation	NOUN
ajceb-5604	42	20	.	.	PUNCT
ajceb-5604	43	1	regression	regression	NOUN
ajceb-5604	43	2	method	method	NOUN
ajceb-5604	43	3	was	be	AUX
ajceb-5604	43	4	the	the	DET
ajceb-5604	43	5	first	first	ADJ
ajceb-5604	43	6	approach	approach	NOUN
ajceb-5604	43	7	used	use	VERB
ajceb-5604	43	8	in	in	ADP
ajceb-5604	43	9	predicting	predict	VERB
ajceb-5604	43	10	forecasting	forecast	VERB
ajceb-5604	43	11	construction	construction	NOUN
ajceb-5604	43	12	tender	tender	NOUN
ajceb-5604	43	13	price	price	NOUN
ajceb-5604	43	14	index	index	NOUN
ajceb-5604	43	15	in	in	ADP
ajceb-5604	43	16	ghana	ghana	PROPN
ajceb-5604	43	17	using	use	VERB
ajceb-5604	43	18	autoregressive	autoregressive	ADJ
ajceb-5604	43	19	integrated	integrated	ADJ
ajceb-5604	43	20	moving	move	VERB
ajceb-5604	43	21	average	average	NOUN
ajceb-5604	43	22	with	with	ADP
ajceb-5604	43	23	exogenous	exogenous	ADJ
ajceb-5604	43	24	variables	variable	NOUN
ajceb-5604	43	25	model	model	VERB
ajceb-5604	43	26	construction	construction	NOUN
ajceb-5604	43	27	economics	economic	NOUN
ajceb-5604	43	28	and	and	CCONJ
ajceb-5604	43	29	building	building	NOUN
ajceb-5604	43	30	,	,	PUNCT
ajceb-5604	43	31	vol	vol	NOUN
ajceb-5604	43	32	.	.	PROPN
ajceb-5604	43	33	18	18	NUM
ajceb-5604	43	34	,	,	PUNCT
ajceb-5604	43	35	no	no	INTJ
ajceb-5604	43	36	.	.	NOUN
ajceb-5604	43	37	1	1	NUM
ajceb-5604	43	38	,	,	PUNCT
ajceb-5604	43	39	march	march	NOUN
ajceb-5604	43	40	201871	201871	NUM
ajceb-5604	43	41	tpi	tpi	NOUN
ajceb-5604	43	42	and	and	CCONJ
ajceb-5604	43	43	remains	remain	VERB
ajceb-5604	43	44	the	the	DET
ajceb-5604	43	45	most	most	ADV
ajceb-5604	43	46	popular	popular	ADJ
ajceb-5604	43	47	technique	technique	NOUN
ajceb-5604	43	48	in	in	ADP
ajceb-5604	43	49	the	the	DET
ajceb-5604	43	50	modelling	modelling	NOUN
ajceb-5604	43	51	of	of	ADP
ajceb-5604	43	52	tpi	tpi	PROPN
ajceb-5604	43	53	(	(	PUNCT
ajceb-5604	43	54	bowley	bowley	NOUN
ajceb-5604	43	55	and	and	CCONJ
ajceb-5604	43	56	corlett	corlett	PROPN
ajceb-5604	43	57	,	,	PUNCT
ajceb-5604	43	58	1970	1970	NUM
ajceb-5604	43	59	;	;	PUNCT
ajceb-5604	43	60	mccaffer	mccaffer	NOUN
ajceb-5604	43	61	,	,	PUNCT
ajceb-5604	43	62	mccaffrey	mccaffrey	PROPN
ajceb-5604	43	63	and	and	CCONJ
ajceb-5604	43	64	thorpe	thorpe	PROPN
ajceb-5604	43	65	,	,	PUNCT
ajceb-5604	43	66	1983	1983	NUM
ajceb-5604	43	67	;	;	PUNCT
ajceb-5604	43	68	runeson	runeson	PROPN
ajceb-5604	43	69	,	,	PUNCT
ajceb-5604	43	70	1988	1988	NUM
ajceb-5604	43	71	;	;	PUNCT
ajceb-5604	43	72	akintoye	akintoye	NOUN
ajceb-5604	43	73	and	and	CCONJ
ajceb-5604	43	74	skitmore	skitmore	NOUN
ajceb-5604	43	75	,	,	PUNCT
ajceb-5604	43	76	1994	1994	NUM
ajceb-5604	43	77	;	;	PUNCT
ajceb-5604	43	78	ng	ng	PROPN
ajceb-5604	43	79	,	,	PUNCT
ajceb-5604	43	80	et	et	PROPN
ajceb-5604	43	81	al	al	PROPN
ajceb-5604	43	82	.	.	PROPN
ajceb-5604	43	83	,	,	PUNCT
ajceb-5604	43	84	2004	2004	NUM
ajceb-5604	43	85	)	)	PUNCT
ajceb-5604	43	86	.	.	PUNCT
ajceb-5604	44	1	regression	regression	NOUN
ajceb-5604	44	2	models	model	NOUN
ajceb-5604	44	3	provide	provide	VERB
ajceb-5604	44	4	an	an	DET
ajceb-5604	44	5	accurate	accurate	ADJ
ajceb-5604	44	6	prediction	prediction	NOUN
ajceb-5604	44	7	of	of	ADP
ajceb-5604	44	8	tpi	tpi	PROPN
ajceb-5604	44	9	movement	movement	NOUN
ajceb-5604	44	10	when	when	SCONJ
ajceb-5604	44	11	price	price	NOUN
ajceb-5604	44	12	levels	level	NOUN
ajceb-5604	44	13	are	be	AUX
ajceb-5604	44	14	steady	steady	ADJ
ajceb-5604	44	15	,	,	PUNCT
ajceb-5604	44	16	that	that	ADV
ajceb-5604	44	17	is	is	ADV
ajceb-5604	44	18	,	,	PUNCT
ajceb-5604	44	19	moving	move	VERB
ajceb-5604	44	20	constantly	constantly	ADV
ajceb-5604	44	21	upward	upward	ADV
ajceb-5604	44	22	or	or	CCONJ
ajceb-5604	44	23	downward	downward	ADJ
ajceb-5604	44	24	.	.	PUNCT
ajceb-5604	45	1	however	however	ADV
ajceb-5604	45	2	,	,	PUNCT
ajceb-5604	45	3	construction	construction	NOUN
ajceb-5604	45	4	prices	price	NOUN
ajceb-5604	45	5	are	be	AUX
ajceb-5604	45	6	mostly	mostly	ADV
ajceb-5604	45	7	affected	affect	VERB
ajceb-5604	45	8	by	by	ADP
ajceb-5604	45	9	market	market	NOUN
ajceb-5604	45	10	conditions	condition	NOUN
ajceb-5604	45	11	and	and	CCONJ
ajceb-5604	45	12	can	can	AUX
ajceb-5604	45	13	fluctuate	fluctuate	VERB
ajceb-5604	45	14	radically	radically	ADV
ajceb-5604	45	15	.	.	PUNCT
ajceb-5604	46	1	this	this	PRON
ajceb-5604	46	2	is	be	AUX
ajceb-5604	46	3	evident	evident	ADJ
ajceb-5604	46	4	in	in	ADP
ajceb-5604	46	5	recent	recent	ADJ
ajceb-5604	46	6	world	world	NOUN
ajceb-5604	46	7	economic	economic	ADJ
ajceb-5604	46	8	crisis	crisis	NOUN
ajceb-5604	46	9	,	,	PUNCT
ajceb-5604	46	10	for	for	ADP
ajceb-5604	46	11	instance	instance	NOUN
ajceb-5604	46	12	in	in	ADP
ajceb-5604	46	13	ghana	ghana	PROPN
ajceb-5604	46	14	,	,	PUNCT
ajceb-5604	46	15	it	it	PRON
ajceb-5604	46	16	is	be	AUX
ajceb-5604	46	17	very	very	ADV
ajceb-5604	46	18	vivid	vivid	ADJ
ajceb-5604	46	19	as	as	SCONJ
ajceb-5604	46	20	the	the	DET
ajceb-5604	46	21	credit	credit	NOUN
ajceb-5604	46	22	remains	remain	VERB
ajceb-5604	46	23	very	very	ADV
ajceb-5604	46	24	unstable	unstable	ADJ
ajceb-5604	46	25	.	.	PUNCT
ajceb-5604	47	1	several	several	ADJ
ajceb-5604	47	2	studies	study	NOUN
ajceb-5604	47	3	have	have	AUX
ajceb-5604	47	4	also	also	ADV
ajceb-5604	47	5	shown	show	VERB
ajceb-5604	47	6	that	that	SCONJ
ajceb-5604	47	7	the	the	DET
ajceb-5604	47	8	weakness	weakness	NOUN
ajceb-5604	47	9	of	of	ADP
ajceb-5604	47	10	current	current	ADJ
ajceb-5604	47	11	models	model	NOUN
ajceb-5604	47	12	is	be	AUX
ajceb-5604	47	13	due	due	ADJ
ajceb-5604	47	14	to	to	ADP
ajceb-5604	47	15	changes	change	NOUN
ajceb-5604	47	16	in	in	ADP
ajceb-5604	47	17	economic	economic	ADJ
ajceb-5604	47	18	situations	situation	NOUN
ajceb-5604	47	19	,	,	PUNCT
ajceb-5604	47	20	which	which	PRON
ajceb-5604	47	21	always	always	ADV
ajceb-5604	47	22	lead	lead	VERB
ajceb-5604	47	23	to	to	ADP
ajceb-5604	47	24	substantial	substantial	ADJ
ajceb-5604	47	25	errors	error	NOUN
ajceb-5604	47	26	(	(	PUNCT
ajceb-5604	47	27	taylor	taylor	PROPN
ajceb-5604	47	28	and	and	CCONJ
ajceb-5604	47	29	bowen	bowen	PROPN
ajceb-5604	47	30	,	,	PUNCT
ajceb-5604	47	31	1987	1987	NUM
ajceb-5604	47	32	;	;	PUNCT
ajceb-5604	47	33	akintoye	akintoye	NOUN
ajceb-5604	47	34	and	and	CCONJ
ajceb-5604	47	35	skitmore	skitmore	NOUN
ajceb-5604	47	36	,	,	PUNCT
ajceb-5604	47	37	1994	1994	NUM
ajceb-5604	47	38	;	;	PUNCT
ajceb-5604	47	39	wong	wong	PROPN
ajceb-5604	47	40	and	and	CCONJ
ajceb-5604	47	41	ng	ng	PROPN
ajceb-5604	47	42	,	,	PUNCT
ajceb-5604	47	43	2010	2010	NUM
ajceb-5604	47	44	)	)	PUNCT
ajceb-5604	47	45	,	,	PUNCT
ajceb-5604	47	46	and	and	CCONJ
ajceb-5604	47	47	so	so	ADV
ajceb-5604	47	48	have	have	AUX
ajceb-5604	47	49	not	not	PART
ajceb-5604	47	50	produced	produce	VERB
ajceb-5604	47	51	satisfactory	satisfactory	ADJ
ajceb-5604	47	52	results	result	NOUN
ajceb-5604	47	53	in	in	ADP
ajceb-5604	47	54	terms	term	NOUN
ajceb-5604	47	55	of	of	ADP
ajceb-5604	47	56	prediction	prediction	NOUN
ajceb-5604	47	57	(	(	PUNCT
ajceb-5604	47	58	ng	ng	PROPN
ajceb-5604	47	59	,	,	PUNCT
ajceb-5604	47	60	et	et	PROPN
ajceb-5604	47	61	al	al	PROPN
ajceb-5604	47	62	.	.	PROPN
ajceb-5604	47	63	,	,	PUNCT
ajceb-5604	47	64	2000	2000	NUM
ajceb-5604	47	65	)	)	PUNCT
ajceb-5604	47	66	.	.	PUNCT
ajceb-5604	48	1	consequently	consequently	ADV
ajceb-5604	48	2	,	,	PUNCT
ajceb-5604	48	3	wisnowski	wisnowski	PROPN
ajceb-5604	48	4	,	,	PUNCT
ajceb-5604	48	5	et	et	PROPN
ajceb-5604	48	6	al	al	PROPN
ajceb-5604	48	7	.	.	PROPN
ajceb-5604	49	1	(	(	PUNCT
ajceb-5604	49	2	2001	2001	NUM
ajceb-5604	49	3	)	)	PUNCT
ajceb-5604	49	4	and	and	CCONJ
ajceb-5604	49	5	yu	yu	PROPN
ajceb-5604	49	6	(	(	PUNCT
ajceb-5604	49	7	2014	2014	NUM
ajceb-5604	49	8	)	)	PUNCT
ajceb-5604	49	9	argued	argue	VERB
ajceb-5604	49	10	that	that	SCONJ
ajceb-5604	49	11	the	the	DET
ajceb-5604	49	12	candid	candid	ADJ
ajceb-5604	49	13	causal	causal	ADJ
ajceb-5604	49	14	relationships	relationship	NOUN
ajceb-5604	49	15	between	between	ADP
ajceb-5604	49	16	the	the	DET
ajceb-5604	49	17	tpi	tpi	NOUN
ajceb-5604	49	18	and	and	CCONJ
ajceb-5604	49	19	the	the	DET
ajceb-5604	49	20	associated	associated	ADJ
ajceb-5604	49	21	variables	variable	NOUN
ajceb-5604	49	22	can	can	AUX
ajceb-5604	49	23	not	not	PART
ajceb-5604	49	24	be	be	AUX
ajceb-5604	49	25	revealed	reveal	VERB
ajceb-5604	49	26	in	in	ADP
ajceb-5604	49	27	regression	regression	NOUN
ajceb-5604	49	28	analysis	analysis	NOUN
ajceb-5604	49	29	.	.	PUNCT
ajceb-5604	50	1	in	in	ADP
ajceb-5604	50	2	addition	addition	NOUN
ajceb-5604	50	3	,	,	PUNCT
ajceb-5604	50	4	time	time	NOUN
ajceb-5604	50	5	series	series	NOUN
ajceb-5604	50	6	analysis	analysis	NOUN
ajceb-5604	50	7	involves	involve	VERB
ajceb-5604	50	8	the	the	DET
ajceb-5604	50	9	identification	identification	NOUN
ajceb-5604	50	10	of	of	ADP
ajceb-5604	50	11	the	the	DET
ajceb-5604	50	12	nature	nature	NOUN
ajceb-5604	50	13	of	of	ADP
ajceb-5604	50	14	phenomenon	phenomenon	NOUN
ajceb-5604	50	15	represented	represent	VERB
ajceb-5604	50	16	by	by	ADP
ajceb-5604	50	17	a	a	DET
ajceb-5604	50	18	sequence	sequence	NOUN
ajceb-5604	50	19	of	of	ADP
ajceb-5604	50	20	observation	observation	NOUN
ajceb-5604	50	21	and	and	CCONJ
ajceb-5604	50	22	forecasting	forecasting	NOUN
ajceb-5604	50	23	.	.	PUNCT
ajceb-5604	51	1	box	box	NOUN
ajceb-5604	51	2	-	-	PUNCT
ajceb-5604	51	3	jenkins	jenkin	NOUN
ajceb-5604	51	4	approach	approach	NOUN
ajceb-5604	51	5	is	be	AUX
ajceb-5604	51	6	the	the	DET
ajceb-5604	51	7	most	most	ADV
ajceb-5604	51	8	commonly	commonly	ADV
ajceb-5604	51	9	used	use	VERB
ajceb-5604	51	10	because	because	SCONJ
ajceb-5604	51	11	it	it	PRON
ajceb-5604	51	12	offers	offer	VERB
ajceb-5604	51	13	a	a	DET
ajceb-5604	51	14	more	more	ADV
ajceb-5604	51	15	structured	structured	ADJ
ajceb-5604	51	16	way	way	NOUN
ajceb-5604	51	17	of	of	ADP
ajceb-5604	51	18	choosing	choose	VERB
ajceb-5604	51	19	the	the	DET
ajceb-5604	51	20	specification	specification	NOUN
ajceb-5604	51	21	of	of	ADP
ajceb-5604	51	22	the	the	DET
ajceb-5604	51	23	model	model	NOUN
ajceb-5604	51	24	and	and	CCONJ
ajceb-5604	51	25	estimating	estimate	VERB
ajceb-5604	51	26	the	the	DET
ajceb-5604	51	27	parameters	parameter	NOUN
ajceb-5604	51	28	.	.	PUNCT
ajceb-5604	52	1	it	it	PRON
ajceb-5604	52	2	has	have	AUX
ajceb-5604	52	3	been	be	AUX
ajceb-5604	52	4	used	use	VERB
ajceb-5604	52	5	in	in	ADP
ajceb-5604	52	6	forecasting	forecast	VERB
ajceb-5604	52	7	tender	tender	NOUN
ajceb-5604	52	8	price	price	NOUN
ajceb-5604	52	9	index	index	NOUN
ajceb-5604	52	10	by	by	ADP
ajceb-5604	52	11	several	several	ADJ
ajceb-5604	52	12	authors	author	NOUN
ajceb-5604	52	13	(	(	PUNCT
ajceb-5604	52	14	fellows	fellow	NOUN
ajceb-5604	52	15	,	,	PUNCT
ajceb-5604	52	16	1991	1991	NUM
ajceb-5604	52	17	;	;	PUNCT
ajceb-5604	52	18	ng	ng	PROPN
ajceb-5604	52	19	,	,	PUNCT
ajceb-5604	52	20	et	et	PROPN
ajceb-5604	52	21	al	al	PROPN
ajceb-5604	52	22	.	.	PROPN
ajceb-5604	52	23	,	,	PUNCT
ajceb-5604	52	24	2000	2000	NUM
ajceb-5604	52	25	)	)	PUNCT
ajceb-5604	52	26	.	.	PUNCT
ajceb-5604	53	1	it	it	PRON
ajceb-5604	53	2	must	must	AUX
ajceb-5604	53	3	be	be	AUX
ajceb-5604	53	4	noted	note	VERB
ajceb-5604	53	5	that	that	SCONJ
ajceb-5604	53	6	statistical	statistical	ADJ
ajceb-5604	53	7	methods	method	NOUN
ajceb-5604	53	8	can	can	AUX
ajceb-5604	53	9	be	be	AUX
ajceb-5604	53	10	classified	classify	VERB
ajceb-5604	53	11	into	into	ADP
ajceb-5604	53	12	two	two	NUM
ajceb-5604	53	13	classes	class	NOUN
ajceb-5604	53	14	:	:	PUNCT
ajceb-5604	53	15	univariate	univariate	ADJ
ajceb-5604	53	16	and	and	CCONJ
ajceb-5604	53	17	multivariate	multivariate	NOUN
ajceb-5604	53	18	models	model	NOUN
ajceb-5604	53	19	.	.	PUNCT
ajceb-5604	54	1	however	however	ADV
ajceb-5604	54	2	,	,	PUNCT
ajceb-5604	54	3	current	current	ADJ
ajceb-5604	54	4	statistical	statistical	ADJ
ajceb-5604	54	5	methods	method	NOUN
ajceb-5604	54	6	,	,	PUNCT
ajceb-5604	54	7	such	such	ADJ
ajceb-5604	54	8	as	as	ADP
ajceb-5604	54	9	univariate	univariate	ADJ
ajceb-5604	54	10	time	time	NOUN
ajceb-5604	54	11	series	series	NOUN
ajceb-5604	54	12	models	model	NOUN
ajceb-5604	54	13	,	,	PUNCT
ajceb-5604	54	14	do	do	AUX
ajceb-5604	54	15	not	not	PART
ajceb-5604	54	16	have	have	VERB
ajceb-5604	54	17	expounding	expound	VERB
ajceb-5604	54	18	capability	capability	NOUN
ajceb-5604	54	19	and	and	CCONJ
ajceb-5604	54	20	suitability	suitability	NOUN
ajceb-5604	54	21	for	for	ADP
ajceb-5604	54	22	short	short	ADJ
ajceb-5604	54	23	-	-	PUNCT
ajceb-5604	54	24	term	term	NOUN
ajceb-5604	54	25	prediction	prediction	NOUN
ajceb-5604	54	26	(	(	PUNCT
ajceb-5604	54	27	goh	goh	PROPN
ajceb-5604	54	28	and	and	CCONJ
ajceb-5604	54	29	teo	teo	PROPN
ajceb-5604	54	30	,	,	PUNCT
ajceb-5604	54	31	2000	2000	NUM
ajceb-5604	54	32	;	;	PUNCT
ajceb-5604	54	33	wong	wong	PROPN
ajceb-5604	54	34	and	and	CCONJ
ajceb-5604	54	35	ng	ng	PROPN
ajceb-5604	54	36	,	,	PUNCT
ajceb-5604	54	37	2010	2010	NUM
ajceb-5604	54	38	)	)	PUNCT
ajceb-5604	54	39	.	.	PUNCT
ajceb-5604	55	1	in	in	ADP
ajceb-5604	55	2	addition	addition	NOUN
ajceb-5604	55	3	,	,	PUNCT
ajceb-5604	55	4	the	the	DET
ajceb-5604	55	5	univariate	univariate	ADJ
ajceb-5604	55	6	time	time	NOUN
ajceb-5604	55	7	series	series	PROPN
ajceb-5604	55	8	modelling	modelling	NOUN
ajceb-5604	55	9	assumes	assume	VERB
ajceb-5604	55	10	that	that	SCONJ
ajceb-5604	55	11	current	current	ADJ
ajceb-5604	55	12	trends	trend	NOUN
ajceb-5604	55	13	to	to	PART
ajceb-5604	55	14	remain	remain	VERB
ajceb-5604	55	15	relatively	relatively	ADV
ajceb-5604	55	16	steady	steady	ADJ
ajceb-5604	55	17	,	,	PUNCT
ajceb-5604	55	18	might	might	AUX
ajceb-5604	55	19	produce	produce	VERB
ajceb-5604	55	20	high	high	ADJ
ajceb-5604	55	21	forecasting	forecasting	NOUN
ajceb-5604	55	22	errors	error	NOUN
ajceb-5604	55	23	when	when	SCONJ
ajceb-5604	55	24	the	the	DET
ajceb-5604	55	25	trend	trend	NOUN
ajceb-5604	55	26	discontinues	discontinue	VERB
ajceb-5604	55	27	within	within	ADP
ajceb-5604	55	28	the	the	DET
ajceb-5604	55	29	projected	project	VERB
ajceb-5604	55	30	timeframe	timeframe	NOUN
ajceb-5604	55	31	(	(	PUNCT
ajceb-5604	55	32	tong	tong	NOUN
ajceb-5604	55	33	and	and	CCONJ
ajceb-5604	55	34	lim	lim	PROPN
ajceb-5604	55	35	,	,	PUNCT
ajceb-5604	55	36	1980	1980	NUM
ajceb-5604	55	37	)	)	PUNCT
ajceb-5604	55	38	.	.	PUNCT
ajceb-5604	56	1	multivariate	multivariate	NOUN
ajceb-5604	56	2	discriminant	discriminant	ADJ
ajceb-5604	56	3	analysis	analysis	NOUN
ajceb-5604	56	4	is	be	AUX
ajceb-5604	56	5	similar	similar	ADJ
ajceb-5604	56	6	to	to	PART
ajceb-5604	56	7	regression	regression	VERB
ajceb-5604	56	8	analysis	analysis	NOUN
ajceb-5604	56	9	;	;	PUNCT
ajceb-5604	56	10	however	however	ADV
ajceb-5604	56	11	,	,	PUNCT
ajceb-5604	56	12	the	the	DET
ajceb-5604	56	13	dependent	dependent	ADJ
ajceb-5604	56	14	variables	variable	NOUN
ajceb-5604	56	15	consist	consist	VERB
ajceb-5604	56	16	of	of	ADP
ajceb-5604	56	17	classifications	classification	NOUN
ajceb-5604	56	18	that	that	PRON
ajceb-5604	56	19	are	be	AUX
ajceb-5604	56	20	related	relate	VERB
ajceb-5604	56	21	to	to	ADP
ajceb-5604	56	22	the	the	DET
ajceb-5604	56	23	linear	linear	ADJ
ajceb-5604	56	24	combination	combination	NOUN
ajceb-5604	56	25	of	of	ADP
ajceb-5604	56	26	independent	independent	ADJ
ajceb-5604	56	27	variables	variable	NOUN
ajceb-5604	56	28	.	.	PUNCT
ajceb-5604	57	1	thus	thus	ADV
ajceb-5604	57	2	,	,	PUNCT
ajceb-5604	57	3	to	to	PART
ajceb-5604	57	4	advance	advance	VERB
ajceb-5604	57	5	the	the	DET
ajceb-5604	57	6	accuracy	accuracy	NOUN
ajceb-5604	57	7	of	of	ADP
ajceb-5604	57	8	tpi	tpi	PROPN
ajceb-5604	57	9	forecasts	forecast	NOUN
ajceb-5604	57	10	,	,	PUNCT
ajceb-5604	57	11	ng	ng	PROPN
ajceb-5604	57	12	,	,	PUNCT
ajceb-5604	57	13	et	et	PROPN
ajceb-5604	57	14	al	al	PROPN
ajceb-5604	57	15	.	.	PUNCT
ajceb-5604	58	1	(	(	PUNCT
ajceb-5604	58	2	2000	2000	NUM
ajceb-5604	58	3	)	)	PUNCT
ajceb-5604	58	4	in	in	ADP
ajceb-5604	58	5	hong	hong	PROPN
ajceb-5604	58	6	kong	kong	PROPN
ajceb-5604	58	7	adopted	adopt	VERB
ajceb-5604	58	8	the	the	DET
ajceb-5604	58	9	multivariate	multivariate	NOUN
ajceb-5604	58	10	discriminant	discriminant	ADJ
ajceb-5604	58	11	analysis	analysis	NOUN
ajceb-5604	58	12	for	for	ADP
ajceb-5604	58	13	forecasting	forecast	VERB
ajceb-5604	58	14	directional	directional	ADJ
ajceb-5604	58	15	changes	change	NOUN
ajceb-5604	58	16	of	of	ADP
ajceb-5604	58	17	the	the	DET
ajceb-5604	58	18	tpi	tpi	NOUN
ajceb-5604	58	19	.	.	PUNCT
ajceb-5604	59	1	however	however	ADV
ajceb-5604	59	2	,	,	PUNCT
ajceb-5604	59	3	under	under	ADP
ajceb-5604	59	4	closer	close	ADJ
ajceb-5604	59	5	examination	examination	NOUN
ajceb-5604	59	6	,	,	PUNCT
ajceb-5604	59	7	the	the	DET
ajceb-5604	59	8	study	study	NOUN
ajceb-5604	59	9	was	be	AUX
ajceb-5604	59	10	uncertain	uncertain	ADJ
ajceb-5604	59	11	on	on	ADP
ajceb-5604	59	12	many	many	ADJ
ajceb-5604	59	13	fronts	front	NOUN
ajceb-5604	59	14	.	.	PUNCT
ajceb-5604	60	1	firstly	firstly	ADV
ajceb-5604	60	2	,	,	PUNCT
ajceb-5604	60	3	the	the	DET
ajceb-5604	60	4	definition	definition	NOUN
ajceb-5604	60	5	of	of	ADP
ajceb-5604	60	6	the	the	DET
ajceb-5604	60	7	“	"	PUNCT
ajceb-5604	60	8	constant	constant	ADJ
ajceb-5604	60	9	movement	movement	NOUN
ajceb-5604	60	10	”	"	PUNCT
ajceb-5604	60	11	category	category	NOUN
ajceb-5604	60	12	of	of	ADP
ajceb-5604	60	13	tender	tender	ADJ
ajceb-5604	60	14	price	price	NOUN
ajceb-5604	60	15	movement	movement	NOUN
ajceb-5604	60	16	changes	change	VERB
ajceb-5604	60	17	over	over	ADP
ajceb-5604	60	18	time	time	NOUN
ajceb-5604	60	19	.	.	PUNCT
ajceb-5604	61	1	consequently	consequently	ADV
ajceb-5604	61	2	,	,	PUNCT
ajceb-5604	61	3	there	there	PRON
ajceb-5604	61	4	was	be	VERB
ajceb-5604	61	5	constant	constant	ADJ
ajceb-5604	61	6	movement	movement	NOUN
ajceb-5604	61	7	when	when	SCONJ
ajceb-5604	61	8	the	the	DET
ajceb-5604	61	9	value	value	NOUN
ajceb-5604	61	10	of	of	ADP
ajceb-5604	61	11	the	the	DET
ajceb-5604	61	12	tender	tender	NOUN
ajceb-5604	61	13	price	price	NOUN
ajceb-5604	61	14	index	index	NOUN
ajceb-5604	61	15	is	be	AUX
ajceb-5604	61	16	the	the	DET
ajceb-5604	61	17	same	same	ADJ
ajceb-5604	61	18	as	as	ADP
ajceb-5604	61	19	the	the	DET
ajceb-5604	61	20	previous	previous	ADJ
ajceb-5604	61	21	quarter	quarter	NOUN
ajceb-5604	61	22	(	(	PUNCT
ajceb-5604	61	23	yu	yu	PROPN
ajceb-5604	61	24	,	,	PUNCT
ajceb-5604	61	25	2014	2014	NUM
ajceb-5604	61	26	)	)	PUNCT
ajceb-5604	61	27	.	.	PUNCT
ajceb-5604	62	1	the	the	DET
ajceb-5604	62	2	holdout	holdout	NOUN
ajceb-5604	62	3	sample	sample	NOUN
ajceb-5604	62	4	selected	select	VERB
ajceb-5604	62	5	the	the	DET
ajceb-5604	62	6	best	good	ADJ
ajceb-5604	62	7	lag	lag	NOUN
ajceb-5604	62	8	periods	period	NOUN
ajceb-5604	62	9	for	for	ADP
ajceb-5604	62	10	the	the	DET
ajceb-5604	62	11	economic	economic	ADJ
ajceb-5604	62	12	indicators	indicator	NOUN
ajceb-5604	62	13	in	in	ADP
ajceb-5604	62	14	the	the	DET
ajceb-5604	62	15	model	model	NOUN
ajceb-5604	62	16	.	.	PUNCT
ajceb-5604	63	1	therefore	therefore	ADV
ajceb-5604	63	2	,	,	PUNCT
ajceb-5604	63	3	the	the	DET
ajceb-5604	63	4	‘	'	PUNCT
ajceb-5604	63	5	holdout	holdout	NOUN
ajceb-5604	63	6	sample	sample	NOUN
ajceb-5604	63	7	’	'	PUNCT
ajceb-5604	63	8	is	be	AUX
ajceb-5604	63	9	not	not	PART
ajceb-5604	63	10	really	really	ADV
ajceb-5604	63	11	held	hold	VERB
ajceb-5604	63	12	out	out	ADP
ajceb-5604	63	13	from	from	ADP
ajceb-5604	63	14	the	the	DET
ajceb-5604	63	15	model	model	NOUN
ajceb-5604	63	16	construction	construction	NOUN
ajceb-5604	63	17	.	.	PUNCT
ajceb-5604	64	1	yu	yu	PROPN
ajceb-5604	64	2	(	(	PUNCT
ajceb-5604	64	3	2014	2014	NUM
ajceb-5604	64	4	)	)	PUNCT
ajceb-5604	64	5	further	far	ADV
ajceb-5604	64	6	argued	argue	VERB
ajceb-5604	64	7	that	that	SCONJ
ajceb-5604	64	8	the	the	DET
ajceb-5604	64	9	prediction	prediction	NOUN
ajceb-5604	64	10	power	power	NOUN
ajceb-5604	64	11	of	of	ADP
ajceb-5604	64	12	the	the	DET
ajceb-5604	64	13	model	model	NOUN
ajceb-5604	64	14	can	can	AUX
ajceb-5604	64	15	be	be	AUX
ajceb-5604	64	16	regarded	regard	VERB
ajceb-5604	64	17	as	as	ADP
ajceb-5604	64	18	poor	poor	ADJ
ajceb-5604	64	19	.	.	PUNCT
ajceb-5604	65	1	furthermore	furthermore	ADV
ajceb-5604	65	2	,	,	PUNCT
ajceb-5604	65	3	econometric	econometric	ADJ
ajceb-5604	65	4	models	model	NOUN
ajceb-5604	65	5	were	be	AUX
ajceb-5604	65	6	developed	develop	VERB
ajceb-5604	65	7	for	for	ADP
ajceb-5604	65	8	predicting	predict	VERB
ajceb-5604	65	9	various	various	ADJ
ajceb-5604	65	10	economic	economic	ADJ
ajceb-5604	65	11	and	and	CCONJ
ajceb-5604	65	12	financial	financial	ADJ
ajceb-5604	65	13	variables	variable	NOUN
ajceb-5604	65	14	,	,	PUNCT
ajceb-5604	65	15	and	and	CCONJ
ajceb-5604	65	16	little	little	ADJ
ajceb-5604	65	17	has	have	AUX
ajceb-5604	65	18	been	be	AUX
ajceb-5604	65	19	done	do	VERB
ajceb-5604	65	20	in	in	ADP
ajceb-5604	65	21	the	the	DET
ajceb-5604	65	22	construction	construction	NOUN
ajceb-5604	65	23	industry	industry	NOUN
ajceb-5604	65	24	especially	especially	ADV
ajceb-5604	65	25	in	in	ADP
ajceb-5604	65	26	forecasting	forecast	VERB
ajceb-5604	65	27	the	the	DET
ajceb-5604	65	28	tender	tender	NOUN
ajceb-5604	65	29	price	price	NOUN
ajceb-5604	65	30	using	use	VERB
ajceb-5604	65	31	the	the	DET
ajceb-5604	65	32	vec	vec	PROPN
ajceb-5604	65	33	modelling	modelling	NOUN
ajceb-5604	65	34	approach	approach	NOUN
ajceb-5604	65	35	.	.	PUNCT
ajceb-5604	66	1	it	it	PRON
ajceb-5604	66	2	is	be	AUX
ajceb-5604	66	3	thus	thus	ADV
ajceb-5604	66	4	found	find	VERB
ajceb-5604	66	5	that	that	SCONJ
ajceb-5604	66	6	the	the	DET
ajceb-5604	66	7	vec	vec	PROPN
ajceb-5604	66	8	model	model	NOUN
ajceb-5604	66	9	outperforms	outperform	VERB
ajceb-5604	66	10	the	the	DET
ajceb-5604	66	11	box	box	NOUN
ajceb-5604	66	12	–	–	PUNCT
ajceb-5604	66	13	jenkins	jenkin	NOUN
ajceb-5604	66	14	and	and	CCONJ
ajceb-5604	66	15	regression	regression	NOUN
ajceb-5604	66	16	models	model	NOUN
ajceb-5604	66	17	and	and	CCONJ
ajceb-5604	66	18	proved	prove	VERB
ajceb-5604	66	19	to	to	PART
ajceb-5604	66	20	be	be	AUX
ajceb-5604	66	21	efficient	efficient	ADJ
ajceb-5604	66	22	and	and	CCONJ
ajceb-5604	66	23	reliable	reliable	ADJ
ajceb-5604	66	24	in	in	ADP
ajceb-5604	66	25	forecasting	forecast	VERB
ajceb-5604	66	26	the	the	DET
ajceb-5604	66	27	short	short	NOUN
ajceb-5604	66	28	-	-	PUNCT
ajceb-5604	66	29	to	to	ADP
ajceb-5604	66	30	-	-	PUNCT
ajceb-5604	66	31	medium	medium	ADJ
ajceb-5604	66	32	-	-	PUNCT
ajceb-5604	66	33	term	term	NOUN
ajceb-5604	66	34	tender	tender	NOUN
ajceb-5604	66	35	price	price	NOUN
ajceb-5604	66	36	movements	movement	NOUN
ajceb-5604	66	37	(	(	PUNCT
ajceb-5604	66	38	yu	yu	PROPN
ajceb-5604	66	39	,	,	PUNCT
ajceb-5604	66	40	2014	2014	NUM
ajceb-5604	66	41	)	)	PUNCT
ajceb-5604	66	42	.	.	PUNCT
ajceb-5604	67	1	wong	wong	PROPN
ajceb-5604	67	2	and	and	CCONJ
ajceb-5604	67	3	ng	ng	PROPN
ajceb-5604	67	4	(	(	PUNCT
ajceb-5604	67	5	2010	2010	NUM
ajceb-5604	67	6	)	)	PUNCT
ajceb-5604	67	7	in	in	ADP
ajceb-5604	67	8	similar	similar	ADJ
ajceb-5604	67	9	studies	study	NOUN
ajceb-5604	67	10	use	use	VERB
ajceb-5604	67	11	vector	vector	NOUN
ajceb-5604	67	12	error	error	NOUN
ajceb-5604	67	13	corrections	correction	NOUN
ajceb-5604	67	14	by	by	ADP
ajceb-5604	67	15	integrating	integrate	VERB
ajceb-5604	67	16	the	the	DET
ajceb-5604	67	17	correlation	correlation	NOUN
ajceb-5604	67	18	of	of	ADP
ajceb-5604	67	19	co	co	NOUN
ajceb-5604	67	20	-	-	NOUN
ajceb-5604	67	21	integration	integration	ADJ
ajceb-5604	67	22	non	non	ADJ
ajceb-5604	67	23	-	-	ADJ
ajceb-5604	67	24	stationary	stationary	ADJ
ajceb-5604	67	25	variables	variable	NOUN
ajceb-5604	67	26	,	,	PUNCT
ajceb-5604	67	27	which	which	PRON
ajceb-5604	67	28	gave	give	VERB
ajceb-5604	67	29	better	well	ADJ
ajceb-5604	67	30	results	result	NOUN
ajceb-5604	67	31	.	.	PUNCT
ajceb-5604	68	1	akintoye	akintoye	PROPN
ajceb-5604	68	2	and	and	CCONJ
ajceb-5604	68	3	skitmore	skitmore	PROPN
ajceb-5604	68	4	(	(	PUNCT
ajceb-5604	68	5	1994	1994	NUM
ajceb-5604	68	6	)	)	PUNCT
ajceb-5604	68	7	derived	derive	VERB
ajceb-5604	68	8	a	a	DET
ajceb-5604	68	9	structural	structural	ADJ
ajceb-5604	68	10	equation	equation	NOUN
ajceb-5604	68	11	model	model	NOUN
ajceb-5604	68	12	for	for	ADP
ajceb-5604	68	13	forecasting	forecast	VERB
ajceb-5604	68	14	tpi	tpi	NOUN
ajceb-5604	68	15	.	.	PUNCT
ajceb-5604	69	1	this	this	DET
ajceb-5604	69	2	model	model	NOUN
ajceb-5604	69	3	produces	produce	VERB
ajceb-5604	69	4	inaccurate	inaccurate	ADJ
ajceb-5604	69	5	results	result	NOUN
ajceb-5604	69	6	as	as	SCONJ
ajceb-5604	69	7	changes	change	NOUN
ajceb-5604	69	8	in	in	ADP
ajceb-5604	69	9	the	the	DET
ajceb-5604	69	10	coefficients	coefficient	NOUN
ajceb-5604	69	11	of	of	ADP
ajceb-5604	69	12	the	the	DET
ajceb-5604	69	13	structural	structural	ADJ
ajceb-5604	69	14	demand	demand	NOUN
ajceb-5604	69	15	and	and	CCONJ
ajceb-5604	69	16	supply	supply	NOUN
ajceb-5604	69	17	equations	equation	NOUN
ajceb-5604	69	18	will	will	AUX
ajceb-5604	69	19	change	change	VERB
ajceb-5604	69	20	the	the	DET
ajceb-5604	69	21	coefficients	coefficient	NOUN
ajceb-5604	69	22	of	of	ADP
ajceb-5604	69	23	the	the	DET
ajceb-5604	69	24	equation	equation	NOUN
ajceb-5604	69	25	.	.	PUNCT
ajceb-5604	70	1	on	on	ADP
ajceb-5604	70	2	the	the	DET
ajceb-5604	70	3	other	other	ADJ
ajceb-5604	70	4	hand	hand	NOUN
ajceb-5604	70	5	,	,	PUNCT
ajceb-5604	70	6	a	a	DET
ajceb-5604	70	7	study	study	NOUN
ajceb-5604	70	8	done	do	VERB
ajceb-5604	70	9	by	by	ADP
ajceb-5604	70	10	asano	asano	PROPN
ajceb-5604	70	11	et	et	PROPN
ajceb-5604	70	12	al	al	PROPN
ajceb-5604	70	13	.	.	PROPN
ajceb-5604	71	1	(	(	PUNCT
ajceb-5604	71	2	2008	2008	NUM
ajceb-5604	71	3	)	)	PUNCT
ajceb-5604	71	4	using	use	VERB
ajceb-5604	71	5	the	the	DET
ajceb-5604	71	6	equation	equation	NOUN
ajceb-5604	71	7	data	datum	NOUN
ajceb-5604	71	8	based	base	VERB
ajceb-5604	71	9	on	on	ADP
ajceb-5604	71	10	akintoye	akintoye	NOUN
ajceb-5604	71	11	and	and	CCONJ
ajceb-5604	71	12	skitmore	skitmore	NOUN
ajceb-5604	71	13	(	(	PUNCT
ajceb-5604	71	14	1994	1994	NUM
ajceb-5604	71	15	)	)	PUNCT
ajceb-5604	71	16	model	model	NOUN
ajceb-5604	71	17	showed	show	VERB
ajceb-5604	71	18	that	that	SCONJ
ajceb-5604	71	19	some	some	DET
ajceb-5604	71	20	values	value	NOUN
ajceb-5604	71	21	of	of	ADP
ajceb-5604	71	22	some	some	DET
ajceb-5604	71	23	coefficients	coefficient	NOUN
ajceb-5604	71	24	differ	differ	VERB
ajceb-5604	71	25	,	,	PUNCT
ajceb-5604	71	26	and	and	CCONJ
ajceb-5604	71	27	some	some	DET
ajceb-5604	71	28	variables	variable	NOUN
ajceb-5604	71	29	were	be	AUX
ajceb-5604	71	30	less	less	ADV
ajceb-5604	71	31	statistically	statistically	ADV
ajceb-5604	71	32	significant	significant	ADJ
ajceb-5604	71	33	.	.	PUNCT
ajceb-5604	72	1	li	li	PROPN
ajceb-5604	72	2	,	,	PUNCT
ajceb-5604	72	3	et	et	PROPN
ajceb-5604	72	4	al	al	PROPN
ajceb-5604	72	5	.	.	PROPN
ajceb-5604	72	6	(	(	PUNCT
ajceb-5604	72	7	2006	2006	NUM
ajceb-5604	72	8	)	)	PUNCT
ajceb-5604	72	9	observed	observe	VERB
ajceb-5604	72	10	that	that	SCONJ
ajceb-5604	72	11	the	the	DET
ajceb-5604	72	12	main	main	ADJ
ajceb-5604	72	13	problem	problem	NOUN
ajceb-5604	72	14	associated	associate	VERB
ajceb-5604	72	15	with	with	ADP
ajceb-5604	72	16	existing	exist	VERB
ajceb-5604	72	17	methods	method	NOUN
ajceb-5604	72	18	being	be	AUX
ajceb-5604	72	19	used	use	VERB
ajceb-5604	72	20	for	for	ADP
ajceb-5604	72	21	forecasting	forecast	VERB
ajceb-5604	72	22	the	the	DET
ajceb-5604	72	23	tpi	tpi	NOUN
ajceb-5604	72	24	is	be	AUX
ajceb-5604	72	25	the	the	DET
ajceb-5604	72	26	limited	limited	ADJ
ajceb-5604	72	27	consideration	consideration	NOUN
ajceb-5604	72	28	of	of	ADP
ajceb-5604	72	29	market	market	NOUN
ajceb-5604	72	30	conditions	condition	NOUN
ajceb-5604	72	31	,	,	PUNCT
ajceb-5604	72	32	particularly	particularly	ADV
ajceb-5604	72	33	when	when	SCONJ
ajceb-5604	72	34	the	the	DET
ajceb-5604	72	35	kissi	kissi	PROPN
ajceb-5604	72	36	,	,	PUNCT
ajceb-5604	72	37	adjei	adjei	PROPN
ajceb-5604	72	38	-	-	PUNCT
ajceb-5604	72	39	kumi	kumi	PROPN
ajceb-5604	72	40	,	,	PUNCT
ajceb-5604	72	41	amoah	amoah	NOUN
ajceb-5604	72	42	and	and	CCONJ
ajceb-5604	72	43	gyimah	gyimah	NOUN
ajceb-5604	72	44	construction	construction	NOUN
ajceb-5604	72	45	economics	economic	NOUN
ajceb-5604	72	46	and	and	CCONJ
ajceb-5604	72	47	building	building	NOUN
ajceb-5604	72	48	,	,	PUNCT
ajceb-5604	72	49	vol	vol	NOUN
ajceb-5604	72	50	.	.	PROPN
ajceb-5604	72	51	18	18	NUM
ajceb-5604	72	52	,	,	PUNCT
ajceb-5604	72	53	no	no	INTJ
ajceb-5604	72	54	.	.	NOUN
ajceb-5604	72	55	1	1	NUM
ajceb-5604	72	56	,	,	PUNCT
ajceb-5604	72	57	march	march	PROPN
ajceb-5604	72	58	201872	201872	NUM
ajceb-5604	72	59	market	market	NOUN
ajceb-5604	72	60	is	be	AUX
ajceb-5604	72	61	unstable	unstable	ADJ
ajceb-5604	72	62	.	.	PUNCT
ajceb-5604	73	1	furthermore	furthermore	ADV
ajceb-5604	73	2	,	,	PUNCT
ajceb-5604	73	3	ho	ho	PROPN
ajceb-5604	73	4	(	(	PUNCT
ajceb-5604	73	5	2013	2013	NUM
ajceb-5604	73	6	)	)	PUNCT
ajceb-5604	73	7	,	,	PUNCT
ajceb-5604	73	8	to	to	PART
ajceb-5604	73	9	forecast	forecast	VERB
ajceb-5604	73	10	tpi	tpi	NOUN
ajceb-5604	73	11	for	for	ADP
ajceb-5604	73	12	under	under	ADP
ajceb-5604	73	13	incomplete	incomplete	ADJ
ajceb-5604	73	14	information	information	NOUN
ajceb-5604	73	15	of	of	ADP
ajceb-5604	73	16	the	the	DET
ajceb-5604	73	17	building	building	NOUN
ajceb-5604	73	18	project	project	NOUN
ajceb-5604	73	19	,	,	PUNCT
ajceb-5604	73	20	proposed	propose	VERB
ajceb-5604	73	21	the	the	DET
ajceb-5604	73	22	grey	grey	PROPN
ajceb-5604	73	23	system	system	NOUN
ajceb-5604	73	24	theory	theory	NOUN
ajceb-5604	73	25	.	.	PUNCT
ajceb-5604	74	1	the	the	DET
ajceb-5604	74	2	grey	grey	PROPN
ajceb-5604	74	3	system	system	NOUN
ajceb-5604	74	4	forecasting	forecasting	NOUN
ajceb-5604	74	5	is	be	AUX
ajceb-5604	74	6	based	base	VERB
ajceb-5604	74	7	on	on	ADP
ajceb-5604	74	8	a	a	DET
ajceb-5604	74	9	statistical	statistical	ADJ
ajceb-5604	74	10	method	method	NOUN
ajceb-5604	74	11	,	,	PUNCT
ajceb-5604	74	12	which	which	PRON
ajceb-5604	74	13	is	be	AUX
ajceb-5604	74	14	similar	similar	ADJ
ajceb-5604	74	15	to	to	ADP
ajceb-5604	74	16	time	time	NOUN
ajceb-5604	74	17	-	-	PUNCT
ajceb-5604	74	18	series	series	NOUN
ajceb-5604	74	19	method	method	NOUN
ajceb-5604	74	20	.	.	PUNCT
ajceb-5604	75	1	the	the	DET
ajceb-5604	75	2	forecasting	forecasting	NOUN
ajceb-5604	75	3	power	power	NOUN
ajceb-5604	75	4	of	of	ADP
ajceb-5604	75	5	this	this	DET
ajceb-5604	75	6	model	model	NOUN
ajceb-5604	75	7	depends	depend	VERB
ajceb-5604	75	8	on	on	ADP
ajceb-5604	75	9	the	the	DET
ajceb-5604	75	10	identification	identification	NOUN
ajceb-5604	75	11	of	of	ADP
ajceb-5604	75	12	appropriate	appropriate	ADJ
ajceb-5604	75	13	leading	leading	ADJ
ajceb-5604	75	14	variables	variable	NOUN
ajceb-5604	75	15	.	.	PUNCT
ajceb-5604	76	1	however	however	ADV
ajceb-5604	76	2	,	,	PUNCT
ajceb-5604	76	3	the	the	DET
ajceb-5604	76	4	temporal	temporal	ADJ
ajceb-5604	76	5	relations	relation	NOUN
ajceb-5604	76	6	of	of	ADP
ajceb-5604	76	7	variables	variable	NOUN
ajceb-5604	76	8	were	be	AUX
ajceb-5604	76	9	ignored	ignore	VERB
ajceb-5604	76	10	in	in	ADP
ajceb-5604	76	11	these	these	DET
ajceb-5604	76	12	models	model	NOUN
ajceb-5604	76	13	.	.	PUNCT
ajceb-5604	77	1	notwithstanding	notwithstanding	ADP
ajceb-5604	77	2	,	,	PUNCT
ajceb-5604	77	3	ng	ng	PROPN
ajceb-5604	77	4	,	,	PUNCT
ajceb-5604	77	5	et	et	PROPN
ajceb-5604	77	6	al	al	PROPN
ajceb-5604	77	7	.	.	PROPN
ajceb-5604	78	1	(	(	PUNCT
ajceb-5604	78	2	2004	2004	NUM
ajceb-5604	78	3	)	)	PUNCT
ajceb-5604	78	4	in	in	ADP
ajceb-5604	78	5	attempting	attempt	VERB
ajceb-5604	78	6	to	to	PART
ajceb-5604	78	7	improve	improve	VERB
ajceb-5604	78	8	the	the	DET
ajceb-5604	78	9	accuracy	accuracy	NOUN
ajceb-5604	78	10	,	,	PUNCT
ajceb-5604	78	11	developed	develop	VERB
ajceb-5604	78	12	a	a	DET
ajceb-5604	78	13	building	building	NOUN
ajceb-5604	78	14	tender	tender	NOUN
ajceb-5604	78	15	price	price	NOUN
ajceb-5604	78	16	index	index	NOUN
ajceb-5604	78	17	(	(	PUNCT
ajceb-5604	78	18	tpi	tpi	NOUN
ajceb-5604	78	19	)	)	PUNCT
ajceb-5604	78	20	forecasting	forecasting	NOUN
ajceb-5604	78	21	model	model	NOUN
ajceb-5604	78	22	by	by	ADP
ajceb-5604	78	23	combining	combine	VERB
ajceb-5604	78	24	the	the	DET
ajceb-5604	78	25	multivariate	multivariate	NOUN
ajceb-5604	78	26	regression	regression	NOUN
ajceb-5604	78	27	model	model	NOUN
ajceb-5604	78	28	with	with	ADP
ajceb-5604	78	29	univariate	univariate	ADJ
ajceb-5604	78	30	arima	arima	PROPN
ajceb-5604	78	31	model	model	NOUN
ajceb-5604	78	32	.	.	PUNCT
ajceb-5604	79	1	following	follow	VERB
ajceb-5604	79	2	the	the	DET
ajceb-5604	79	3	previous	previous	ADJ
ajceb-5604	79	4	model	model	NOUN
ajceb-5604	79	5	’s	’s	PART
ajceb-5604	79	6	review	review	NOUN
ajceb-5604	79	7	in	in	ADP
ajceb-5604	79	8	the	the	DET
ajceb-5604	79	9	above	above	NOUN
ajceb-5604	79	10	,	,	PUNCT
ajceb-5604	79	11	data	datum	NOUN
ajceb-5604	79	12	span	span	NOUN
ajceb-5604	79	13	adopted	adopt	VERB
ajceb-5604	79	14	for	for	ADP
ajceb-5604	79	15	the	the	DET
ajceb-5604	79	16	assorted	assorted	ADJ
ajceb-5604	79	17	studies	study	NOUN
ajceb-5604	79	18	were	be	AUX
ajceb-5604	79	19	not	not	PART
ajceb-5604	79	20	the	the	DET
ajceb-5604	79	21	same	same	ADJ
ajceb-5604	79	22	.	.	PUNCT
ajceb-5604	80	1	although	although	SCONJ
ajceb-5604	80	2	in	in	ADP
ajceb-5604	80	3	some	some	DET
ajceb-5604	80	4	cases	case	NOUN
ajceb-5604	80	5	,	,	PUNCT
ajceb-5604	80	6	similar	similar	ADJ
ajceb-5604	80	7	data	datum	NOUN
ajceb-5604	80	8	were	be	AUX
ajceb-5604	80	9	used	use	VERB
ajceb-5604	80	10	,	,	PUNCT
ajceb-5604	80	11	the	the	DET
ajceb-5604	80	12	results	result	NOUN
ajceb-5604	80	13	differ	differ	VERB
ajceb-5604	80	14	from	from	ADP
ajceb-5604	80	15	one	one	NUM
ajceb-5604	80	16	model	model	NOUN
ajceb-5604	80	17	to	to	ADP
ajceb-5604	80	18	another	another	PRON
ajceb-5604	80	19	due	due	ADP
ajceb-5604	80	20	to	to	ADP
ajceb-5604	80	21	the	the	DET
ajceb-5604	80	22	statistical	statistical	ADJ
ajceb-5604	80	23	tools	tool	NOUN
ajceb-5604	80	24	used	use	VERB
ajceb-5604	80	25	.	.	PUNCT
ajceb-5604	81	1	in	in	ADP
ajceb-5604	81	2	addition	addition	NOUN
ajceb-5604	81	3	,	,	PUNCT
ajceb-5604	81	4	a	a	DET
ajceb-5604	81	5	lot	lot	NOUN
ajceb-5604	81	6	of	of	ADP
ajceb-5604	81	7	models	model	NOUN
ajceb-5604	81	8	hinged	hinge	VERB
ajceb-5604	81	9	on	on	ADP
ajceb-5604	81	10	time	time	NOUN
ajceb-5604	81	11	series	series	NOUN
ajceb-5604	81	12	or	or	CCONJ
ajceb-5604	81	13	other	other	ADJ
ajceb-5604	81	14	techniques	technique	NOUN
ajceb-5604	81	15	,	,	PUNCT
ajceb-5604	81	16	with	with	ADP
ajceb-5604	81	17	a	a	DET
ajceb-5604	81	18	major	major	ADJ
ajceb-5604	81	19	problem	problem	NOUN
ajceb-5604	81	20	of	of	ADP
ajceb-5604	81	21	being	be	AUX
ajceb-5604	81	22	non	non	ADJ
ajceb-5604	81	23	-	-	ADJ
ajceb-5604	81	24	stationary	stationary	ADJ
ajceb-5604	81	25	.	.	PUNCT
ajceb-5604	82	1	furthermore	furthermore	ADV
ajceb-5604	82	2	,	,	PUNCT
ajceb-5604	82	3	the	the	DET
ajceb-5604	82	4	use	use	NOUN
ajceb-5604	82	5	of	of	ADP
ajceb-5604	82	6	integrated	integrate	VERB
ajceb-5604	82	7	approach	approach	NOUN
ajceb-5604	82	8	by	by	ADP
ajceb-5604	82	9	ng	ng	PROPN
ajceb-5604	82	10	,	,	PUNCT
ajceb-5604	82	11	et	et	PROPN
ajceb-5604	82	12	al	al	PROPN
ajceb-5604	82	13	.	.	PROPN
ajceb-5604	82	14	(	(	PUNCT
ajceb-5604	82	15	2004	2004	NUM
ajceb-5604	82	16	)	)	PUNCT
ajceb-5604	82	17	showed	show	VERB
ajceb-5604	82	18	the	the	DET
ajceb-5604	82	19	robustness	robustness	NOUN
ajceb-5604	82	20	of	of	ADP
ajceb-5604	82	21	combining	combine	VERB
ajceb-5604	82	22	two	two	NUM
ajceb-5604	82	23	methods	method	NOUN
ajceb-5604	82	24	.	.	PUNCT
ajceb-5604	83	1	the	the	DET
ajceb-5604	83	2	study	study	NOUN
ajceb-5604	83	3	was	be	AUX
ajceb-5604	83	4	therefore	therefore	ADV
ajceb-5604	83	5	carried	carry	VERB
ajceb-5604	83	6	out	out	ADP
ajceb-5604	83	7	using	use	VERB
ajceb-5604	83	8	an	an	DET
ajceb-5604	83	9	integrated	integrated	ADJ
ajceb-5604	83	10	approach	approach	NOUN
ajceb-5604	83	11	in	in	ADP
ajceb-5604	83	12	line	line	NOUN
ajceb-5604	83	13	with	with	ADP
ajceb-5604	83	14	the	the	DET
ajceb-5604	83	15	granger	granger	NOUN
ajceb-5604	83	16	(	(	PUNCT
ajceb-5604	83	17	2001	2001	NUM
ajceb-5604	83	18	)	)	PUNCT
ajceb-5604	83	19	postulation	postulation	NOUN
ajceb-5604	83	20	that	that	SCONJ
ajceb-5604	83	21	an	an	DET
ajceb-5604	83	22	integration	integration	NOUN
ajceb-5604	83	23	of	of	ADP
ajceb-5604	83	24	techniques	technique	NOUN
ajceb-5604	83	25	enhances	enhance	VERB
ajceb-5604	83	26	the	the	DET
ajceb-5604	83	27	predictive	predictive	ADJ
ajceb-5604	83	28	ability	ability	NOUN
ajceb-5604	83	29	of	of	ADP
ajceb-5604	83	30	models	model	NOUN
ajceb-5604	83	31	.	.	PUNCT
ajceb-5604	84	1	this	this	DET
ajceb-5604	84	2	study	study	NOUN
ajceb-5604	84	3	,	,	PUNCT
ajceb-5604	84	4	therefore	therefore	ADV
ajceb-5604	84	5	,	,	PUNCT
ajceb-5604	84	6	adopts	adopt	VERB
ajceb-5604	84	7	the	the	DET
ajceb-5604	84	8	integration	integration	NOUN
ajceb-5604	84	9	techniques	technique	NOUN
ajceb-5604	84	10	approach	approach	NOUN
ajceb-5604	84	11	in	in	ADP
ajceb-5604	84	12	modelling	modelling	NOUN
ajceb-5604	84	13	.	.	PUNCT
ajceb-5604	85	1	hence	hence	ADV
ajceb-5604	85	2	,	,	PUNCT
ajceb-5604	85	3	autoregressive	autoregressive	ADJ
ajceb-5604	85	4	integrated	integrated	ADJ
ajceb-5604	85	5	moving	move	VERB
ajceb-5604	85	6	average	average	NOUN
ajceb-5604	85	7	with	with	ADP
ajceb-5604	85	8	exogenous	exogenous	ADJ
ajceb-5604	85	9	variables	variable	NOUN
ajceb-5604	85	10	(	(	PUNCT
ajceb-5604	85	11	arimax	arimax	PROPN
ajceb-5604	85	12	)	)	PUNCT
ajceb-5604	85	13	model	model	NOUN
ajceb-5604	85	14	would	would	AUX
ajceb-5604	85	15	be	be	AUX
ajceb-5604	85	16	utilised	utilise	VERB
ajceb-5604	85	17	.	.	PUNCT
ajceb-5604	86	1	this	this	PRON
ajceb-5604	86	2	is	be	AUX
ajceb-5604	86	3	because	because	SCONJ
ajceb-5604	86	4	arimax	arimax	ADJ
ajceb-5604	86	5	model	model	NOUN
ajceb-5604	86	6	has	have	VERB
ajceb-5604	86	7	a	a	DET
ajceb-5604	86	8	better	well	ADJ
ajceb-5604	86	9	prediction	prediction	NOUN
ajceb-5604	86	10	ability	ability	NOUN
ajceb-5604	86	11	than	than	ADP
ajceb-5604	86	12	the	the	DET
ajceb-5604	86	13	autoregressive	autoregressive	ADJ
ajceb-5604	86	14	integrated	integrated	ADJ
ajceb-5604	86	15	moving	moving	NOUN
ajceb-5604	86	16	-	-	PUNCT
ajceb-5604	86	17	average	average	NOUN
ajceb-5604	86	18	(	(	PUNCT
ajceb-5604	86	19	arima	arima	NOUN
ajceb-5604	86	20	)	)	PUNCT
ajceb-5604	86	21	models	model	NOUN
ajceb-5604	86	22	(	(	PUNCT
ajceb-5604	86	23	anggraeni	anggraeni	NOUN
ajceb-5604	86	24	,	,	PUNCT
ajceb-5604	86	25	2015	2015	NUM
ajceb-5604	86	26	;	;	PUNCT
ajceb-5604	86	27	andrew	andrew	PROPN
ajceb-5604	86	28	,	,	PUNCT
ajceb-5604	86	29	et	et	PROPN
ajceb-5604	86	30	al	al	PROPN
ajceb-5604	86	31	.	.	PROPN
ajceb-5604	86	32	,	,	PUNCT
ajceb-5604	86	33	2013	2013	NUM
ajceb-5604	86	34	;	;	PUNCT
ajceb-5604	86	35	kongcharoen	kongcharoen	PROPN
ajceb-5604	86	36	and	and	CCONJ
ajceb-5604	86	37	kruangpradit	kruangpradit	NOUN
ajceb-5604	86	38	,	,	PUNCT
ajceb-5604	86	39	2013	2013	NUM
ajceb-5604	86	40	)	)	PUNCT
ajceb-5604	86	41	.	.	PUNCT
ajceb-5604	87	1	thus	thus	ADV
ajceb-5604	87	2	,	,	PUNCT
ajceb-5604	87	3	the	the	DET
ajceb-5604	87	4	aim	aim	NOUN
ajceb-5604	87	5	of	of	ADP
ajceb-5604	87	6	this	this	DET
ajceb-5604	87	7	paper	paper	NOUN
ajceb-5604	87	8	is	be	AUX
ajceb-5604	87	9	to	to	PART
ajceb-5604	87	10	examine	examine	VERB
ajceb-5604	87	11	how	how	SCONJ
ajceb-5604	87	12	arimax	arimax	PROPN
ajceb-5604	87	13	can	can	AUX
ajceb-5604	87	14	be	be	AUX
ajceb-5604	87	15	used	use	VERB
ajceb-5604	87	16	in	in	ADP
ajceb-5604	87	17	forecasting	forecast	VERB
ajceb-5604	87	18	tpi	tpi	NOUN
ajceb-5604	87	19	in	in	ADP
ajceb-5604	87	20	the	the	DET
ajceb-5604	87	21	ghanaian	ghanaian	ADJ
ajceb-5604	87	22	building	building	NOUN
ajceb-5604	87	23	industry	industry	NOUN
ajceb-5604	87	24	.	.	PUNCT
ajceb-5604	88	1	research	research	NOUN
ajceb-5604	88	2	method	method	NOUN
ajceb-5604	88	3	exploratory	exploratory	NOUN
ajceb-5604	88	4	variables	variable	NOUN
ajceb-5604	88	5	the	the	DET
ajceb-5604	88	6	establishment	establishment	NOUN
ajceb-5604	88	7	of	of	ADP
ajceb-5604	88	8	appropriate	appropriate	ADJ
ajceb-5604	88	9	economic	economic	ADJ
ajceb-5604	88	10	indicators	indicator	NOUN
ajceb-5604	88	11	for	for	ADP
ajceb-5604	88	12	the	the	DET
ajceb-5604	88	13	development	development	NOUN
ajceb-5604	88	14	of	of	ADP
ajceb-5604	88	15	any	any	DET
ajceb-5604	88	16	tpi	tpi	NOUN
ajceb-5604	88	17	is	be	AUX
ajceb-5604	88	18	essential	essential	ADJ
ajceb-5604	88	19	because	because	SCONJ
ajceb-5604	88	20	indices	index	NOUN
ajceb-5604	88	21	are	be	AUX
ajceb-5604	88	22	forecast	forecast	VERB
ajceb-5604	88	23	based	base	VERB
ajceb-5604	88	24	on	on	ADP
ajceb-5604	88	25	economic	economic	ADJ
ajceb-5604	88	26	patterns	pattern	NOUN
ajceb-5604	88	27	.	.	PUNCT
ajceb-5604	89	1	several	several	ADJ
ajceb-5604	89	2	researchers	researcher	NOUN
ajceb-5604	89	3	have	have	AUX
ajceb-5604	89	4	stated	state	VERB
ajceb-5604	89	5	different	different	ADJ
ajceb-5604	89	6	economic	economic	ADJ
ajceb-5604	89	7	parameters	parameter	NOUN
ajceb-5604	89	8	for	for	ADP
ajceb-5604	89	9	the	the	DET
ajceb-5604	89	10	determination	determination	NOUN
ajceb-5604	89	11	of	of	ADP
ajceb-5604	89	12	reliable	reliable	ADJ
ajceb-5604	89	13	tpi	tpi	NOUN
ajceb-5604	89	14	and	and	CCONJ
ajceb-5604	89	15	its	its	PRON
ajceb-5604	89	16	forecast	forecast	NOUN
ajceb-5604	89	17	(	(	PUNCT
ajceb-5604	89	18	mccaffer	mccaffer	NOUN
ajceb-5604	89	19	,	,	PUNCT
ajceb-5604	89	20	mccaffrey	mccaffrey	PROPN
ajceb-5604	89	21	and	and	CCONJ
ajceb-5604	89	22	thorpe	thorpe	PROPN
ajceb-5604	89	23	,	,	PUNCT
ajceb-5604	89	24	1983	1983	NUM
ajceb-5604	89	25	;	;	PUNCT
ajceb-5604	89	26	runeson	runeson	PROPN
ajceb-5604	89	27	,	,	PUNCT
ajceb-5604	89	28	1988	1988	NUM
ajceb-5604	89	29	;	;	PUNCT
ajceb-5604	89	30	fellows	fellow	NOUN
ajceb-5604	89	31	,	,	PUNCT
ajceb-5604	89	32	1991	1991	NUM
ajceb-5604	89	33	;	;	PUNCT
ajceb-5604	89	34	akintoye	akintoye	PROPN
ajceb-5604	89	35	,	,	PUNCT
ajceb-5604	89	36	bowen	bowen	NOUN
ajceb-5604	89	37	and	and	CCONJ
ajceb-5604	89	38	hardcastle	hardcastle	PROPN
ajceb-5604	89	39	,	,	PUNCT
ajceb-5604	89	40	1998	1998	NUM
ajceb-5604	89	41	;	;	PUNCT
ajceb-5604	89	42	ng	ng	PROPN
ajceb-5604	89	43	,	,	PUNCT
ajceb-5604	89	44	et	et	PROPN
ajceb-5604	89	45	al	al	PROPN
ajceb-5604	89	46	.	.	PROPN
ajceb-5604	89	47	,	,	PUNCT
ajceb-5604	89	48	2000	2000	NUM
ajceb-5604	89	49	;	;	PUNCT
ajceb-5604	89	50	wong	wong	PROPN
ajceb-5604	89	51	and	and	CCONJ
ajceb-5604	89	52	ng	ng	PROPN
ajceb-5604	89	53	,	,	PUNCT
ajceb-5604	89	54	2010	2010	NUM
ajceb-5604	89	55	)	)	PUNCT
ajceb-5604	89	56	.	.	PUNCT
ajceb-5604	90	1	hoptroff	hoptroff	PROPN
ajceb-5604	90	2	,	,	PUNCT
ajceb-5604	90	3	bramson	bramson	NOUN
ajceb-5604	90	4	and	and	CCONJ
ajceb-5604	90	5	hall	hall	PROPN
ajceb-5604	90	6	(	(	PUNCT
ajceb-5604	90	7	1991	1991	NUM
ajceb-5604	90	8	)	)	PUNCT
ajceb-5604	90	9	argued	argue	VERB
ajceb-5604	90	10	that	that	SCONJ
ajceb-5604	90	11	the	the	DET
ajceb-5604	90	12	best	good	ADJ
ajceb-5604	90	13	method	method	NOUN
ajceb-5604	90	14	for	for	ADP
ajceb-5604	90	15	determination	determination	NOUN
ajceb-5604	90	16	of	of	ADP
ajceb-5604	90	17	economic	economic	ADJ
ajceb-5604	90	18	indicators	indicator	NOUN
ajceb-5604	90	19	is	be	AUX
ajceb-5604	90	20	the	the	DET
ajceb-5604	90	21	establishment	establishment	NOUN
ajceb-5604	90	22	of	of	ADP
ajceb-5604	90	23	the	the	DET
ajceb-5604	90	24	leading	lead	VERB
ajceb-5604	90	25	economic	economic	ADJ
ajceb-5604	90	26	indicators	indicator	NOUN
ajceb-5604	90	27	which	which	PRON
ajceb-5604	90	28	have	have	VERB
ajceb-5604	90	29	an	an	DET
ajceb-5604	90	30	influence	influence	NOUN
ajceb-5604	90	31	on	on	ADP
ajceb-5604	90	32	the	the	DET
ajceb-5604	90	33	pricing	pricing	NOUN
ajceb-5604	90	34	of	of	ADP
ajceb-5604	90	35	construction	construction	NOUN
ajceb-5604	90	36	resources	resource	NOUN
ajceb-5604	90	37	.	.	PUNCT
ajceb-5604	91	1	the	the	DET
ajceb-5604	91	2	identification	identification	NOUN
ajceb-5604	91	3	of	of	ADP
ajceb-5604	91	4	appropriate	appropriate	ADJ
ajceb-5604	91	5	leading	lead	VERB
ajceb-5604	91	6	indicators	indicator	NOUN
ajceb-5604	91	7	includes	include	VERB
ajceb-5604	91	8	a	a	DET
ajceb-5604	91	9	mixture	mixture	NOUN
ajceb-5604	91	10	of	of	ADP
ajceb-5604	91	11	theoretical	theoretical	ADJ
ajceb-5604	91	12	considerations	consideration	NOUN
ajceb-5604	91	13	and	and	CCONJ
ajceb-5604	91	14	derived	derive	VERB
ajceb-5604	91	15	analysis	analysis	NOUN
ajceb-5604	91	16	.	.	PUNCT
ajceb-5604	92	1	on	on	ADP
ajceb-5604	92	2	the	the	DET
ajceb-5604	92	3	theoretical	theoretical	ADJ
ajceb-5604	92	4	stands	stand	NOUN
ajceb-5604	92	5	,	,	PUNCT
ajceb-5604	92	6	berk	berk	PROPN
ajceb-5604	92	7	and	and	CCONJ
ajceb-5604	92	8	bikker	bikker	PROPN
ajceb-5604	92	9	(	(	PUNCT
ajceb-5604	92	10	1995	1995	NUM
ajceb-5604	92	11	)	)	PUNCT
ajceb-5604	92	12	and	and	CCONJ
ajceb-5604	92	13	ng	ng	PROPN
ajceb-5604	92	14	,	,	PUNCT
ajceb-5604	92	15	et	et	PROPN
ajceb-5604	92	16	al	al	PROPN
ajceb-5604	92	17	.	.	PUNCT
ajceb-5604	93	1	(	(	PUNCT
ajceb-5604	93	2	2000	2000	NUM
ajceb-5604	93	3	)	)	PUNCT
ajceb-5604	93	4	indicated	indicate	VERB
ajceb-5604	93	5	that	that	SCONJ
ajceb-5604	93	6	in	in	ADP
ajceb-5604	93	7	choosing	choose	VERB
ajceb-5604	93	8	the	the	DET
ajceb-5604	93	9	potential	potential	ADJ
ajceb-5604	93	10	indicators	indicator	NOUN
ajceb-5604	93	11	for	for	ADP
ajceb-5604	93	12	forecasting	forecast	VERB
ajceb-5604	93	13	it	it	PRON
ajceb-5604	93	14	is	be	AUX
ajceb-5604	93	15	relevant	relevant	ADJ
ajceb-5604	93	16	to	to	PART
ajceb-5604	93	17	consider	consider	VERB
ajceb-5604	93	18	the	the	DET
ajceb-5604	93	19	economic	economic	ADJ
ajceb-5604	93	20	likelihood	likelihood	NOUN
ajceb-5604	93	21	of	of	ADP
ajceb-5604	93	22	their	their	PRON
ajceb-5604	93	23	leading	lead	VERB
ajceb-5604	93	24	characters	character	NOUN
ajceb-5604	93	25	.	.	PUNCT
ajceb-5604	94	1	mccaffer	mccaffer	PROPN
ajceb-5604	94	2	,	,	PUNCT
ajceb-5604	94	3	mccaffrey	mccaffrey	PROPN
ajceb-5604	94	4	and	and	CCONJ
ajceb-5604	94	5	thorpe	thorpe	PROPN
ajceb-5604	94	6	(	(	PUNCT
ajceb-5604	94	7	1983	1983	NUM
ajceb-5604	94	8	)	)	PUNCT
ajceb-5604	94	9	opined	opine	VERB
ajceb-5604	94	10	that	that	SCONJ
ajceb-5604	94	11	economic	economic	ADJ
ajceb-5604	94	12	indicators	indicator	NOUN
ajceb-5604	94	13	are	be	AUX
ajceb-5604	94	14	imperative	imperative	ADJ
ajceb-5604	94	15	in	in	ADP
ajceb-5604	94	16	tpi	tpi	PROPN
ajceb-5604	94	17	development	development	NOUN
ajceb-5604	94	18	due	due	ADP
ajceb-5604	94	19	to	to	ADP
ajceb-5604	94	20	the	the	DET
ajceb-5604	94	21	relevance	relevance	NOUN
ajceb-5604	94	22	of	of	ADP
ajceb-5604	94	23	changing	change	VERB
ajceb-5604	94	24	market	market	NOUN
ajceb-5604	94	25	conditions	condition	NOUN
ajceb-5604	94	26	.	.	PUNCT
ajceb-5604	95	1	however	however	ADV
ajceb-5604	95	2	,	,	PUNCT
ajceb-5604	95	3	the	the	DET
ajceb-5604	95	4	list	list	NOUN
ajceb-5604	95	5	of	of	ADP
ajceb-5604	95	6	leading	lead	VERB
ajceb-5604	95	7	indicators	indicator	NOUN
ajceb-5604	95	8	is	be	AUX
ajceb-5604	95	9	accumulated	accumulate	VERB
ajceb-5604	95	10	on	on	ADP
ajceb-5604	95	11	basis	basis	NOUN
ajceb-5604	95	12	of	of	ADP
ajceb-5604	95	13	paper	paper	NOUN
ajceb-5604	95	14	review	review	NOUN
ajceb-5604	95	15	,	,	PUNCT
ajceb-5604	95	16	availability	availability	NOUN
ajceb-5604	95	17	of	of	ADP
ajceb-5604	95	18	data	datum	NOUN
ajceb-5604	95	19	and	and	CCONJ
ajceb-5604	95	20	significance	significance	NOUN
ajceb-5604	95	21	of	of	ADP
ajceb-5604	95	22	candidate	candidate	NOUN
ajceb-5604	95	23	indicators	indicator	NOUN
ajceb-5604	95	24	to	to	ADP
ajceb-5604	95	25	pricing	pricing	NOUN
ajceb-5604	95	26	(	(	PUNCT
ajceb-5604	95	27	wong	wong	PROPN
ajceb-5604	95	28	,	,	PUNCT
ajceb-5604	95	29	2001	2001	NUM
ajceb-5604	95	30	)	)	PUNCT
ajceb-5604	95	31	.	.	PUNCT
ajceb-5604	96	1	based	base	VERB
ajceb-5604	96	2	on	on	ADP
ajceb-5604	96	3	the	the	DET
ajceb-5604	96	4	comprehensive	comprehensive	PROPN
ajceb-5604	96	5	literature	literature	PROPN
ajceb-5604	96	6	review	review	PROPN
ajceb-5604	96	7	,	,	PUNCT
ajceb-5604	96	8	23	23	NUM
ajceb-5604	96	9	economic	economic	ADJ
ajceb-5604	96	10	indicators	indicator	NOUN
ajceb-5604	96	11	were	be	AUX
ajceb-5604	96	12	identified	identify	VERB
ajceb-5604	96	13	to	to	PART
ajceb-5604	96	14	have	have	VERB
ajceb-5604	96	15	influence	influence	NOUN
ajceb-5604	96	16	on	on	ADP
ajceb-5604	96	17	tender	tender	ADJ
ajceb-5604	96	18	price	price	NOUN
ajceb-5604	96	19	indices	index	NOUN
ajceb-5604	96	20	prediction	prediction	NOUN
ajceb-5604	96	21	.	.	PUNCT
ajceb-5604	97	1	however	however	ADV
ajceb-5604	97	2	,	,	PUNCT
ajceb-5604	97	3	six	six	NUM
ajceb-5604	97	4	(	(	PUNCT
ajceb-5604	97	5	6	6	NUM
ajceb-5604	97	6	)	)	PUNCT
ajceb-5604	97	7	out	out	ADP
ajceb-5604	97	8	of	of	ADP
ajceb-5604	97	9	the	the	DET
ajceb-5604	97	10	twenty	twenty	NUM
ajceb-5604	97	11	-	-	PUNCT
ajceb-5604	97	12	three	three	NUM
ajceb-5604	97	13	(	(	PUNCT
ajceb-5604	97	14	23	23	NUM
ajceb-5604	97	15	)	)	PUNCT
ajceb-5604	97	16	indicators	indicator	NOUN
ajceb-5604	97	17	were	be	AUX
ajceb-5604	97	18	available	available	ADJ
ajceb-5604	97	19	and	and	CCONJ
ajceb-5604	97	20	were	be	AUX
ajceb-5604	97	21	deemed	deem	VERB
ajceb-5604	97	22	to	to	PART
ajceb-5604	97	23	be	be	AUX
ajceb-5604	97	24	significant	significant	ADJ
ajceb-5604	97	25	to	to	PART
ajceb-5604	97	26	tender	tender	VERB
ajceb-5604	97	27	price	price	NOUN
ajceb-5604	97	28	indices	index	NOUN
ajceb-5604	97	29	prediction	prediction	NOUN
ajceb-5604	97	30	in	in	ADP
ajceb-5604	97	31	the	the	DET
ajceb-5604	97	32	ghanaian	ghanaian	ADJ
ajceb-5604	97	33	building	building	NOUN
ajceb-5604	97	34	industry	industry	NOUN
ajceb-5604	97	35	.	.	PUNCT
ajceb-5604	98	1	these	these	PRON
ajceb-5604	98	2	are	be	AUX
ajceb-5604	98	3	composite	composite	ADJ
ajceb-5604	98	4	consumer	consumer	NOUN
ajceb-5604	98	5	price	price	NOUN
ajceb-5604	98	6	indices	index	NOUN
ajceb-5604	98	7	(	(	PUNCT
ajceb-5604	98	8	ccpi	ccpi	ADV
ajceb-5604	98	9	)	)	PUNCT
ajceb-5604	98	10	,	,	PUNCT
ajceb-5604	98	11	gross	gross	ADJ
ajceb-5604	98	12	domestic	domestic	ADJ
ajceb-5604	98	13	product	product	NOUN
ajceb-5604	98	14	–	–	PUNCT
ajceb-5604	98	15	construction	construction	NOUN
ajceb-5604	98	16	(	(	PUNCT
ajceb-5604	98	17	gdpc	gdpc	NOUN
ajceb-5604	98	18	)	)	PUNCT
ajceb-5604	98	19	,	,	PUNCT
ajceb-5604	98	20	exchange	exchange	NOUN
ajceb-5604	98	21	rate	rate	NOUN
ajceb-5604	98	22	(	(	PUNCT
ajceb-5604	98	23	er	er	INTJ
ajceb-5604	98	24	)	)	PUNCT
ajceb-5604	98	25	,	,	PUNCT
ajceb-5604	98	26	gross	gross	ADJ
ajceb-5604	98	27	domestic	domestic	ADJ
ajceb-5604	98	28	product	product	NOUN
ajceb-5604	98	29	(	(	PUNCT
ajceb-5604	98	30	gdp	gdp	NOUN
ajceb-5604	98	31	)	)	PUNCT
ajceb-5604	98	32	,	,	PUNCT
ajceb-5604	98	33	interest	interest	NOUN
ajceb-5604	98	34	rate	rate	NOUN
ajceb-5604	98	35	(	(	PUNCT
ajceb-5604	98	36	ir	ir	NOUN
ajceb-5604	98	37	)	)	PUNCT
ajceb-5604	98	38	and	and	CCONJ
ajceb-5604	98	39	producer	producer	NOUN
ajceb-5604	98	40	price	price	NOUN
ajceb-5604	98	41	indices	index	NOUN
ajceb-5604	98	42	(	(	PUNCT
ajceb-5604	98	43	ppi	ppi	NOUN
ajceb-5604	98	44	)	)	PUNCT
ajceb-5604	98	45	.	.	PUNCT
ajceb-5604	99	1	on	on	ADP
ajceb-5604	99	2	this	this	DET
ajceb-5604	99	3	basis	basis	NOUN
ajceb-5604	99	4	,	,	PUNCT
ajceb-5604	99	5	the	the	DET
ajceb-5604	99	6	function	function	NOUN
ajceb-5604	99	7	of	of	ADP
ajceb-5604	99	8	influence	influence	NOUN
ajceb-5604	99	9	is	be	AUX
ajceb-5604	99	10	given	give	VERB
ajceb-5604	99	11	as	as	ADP
ajceb-5604	99	12	:	:	PUNCT
ajceb-5604	99	13	tpi=	tpi=	PROPN
ajceb-5604	99	14	f	f	PROPN
ajceb-5604	99	15	(	(	PUNCT
ajceb-5604	99	16	ccpi	ccpi	ADV
ajceb-5604	99	17	,	,	PUNCT
ajceb-5604	99	18	gdpc	gdpc	PRON
ajceb-5604	99	19	,	,	PUNCT
ajceb-5604	99	20	er	er	INTJ
ajceb-5604	99	21	,	,	PUNCT
ajceb-5604	99	22	gdp	gdp	PROPN
ajceb-5604	99	23	,	,	PUNCT
ajceb-5604	99	24	ir	ir	PROPN
ajceb-5604	99	25	,	,	PUNCT
ajceb-5604	99	26	ppi	ppi	NOUN
ajceb-5604	99	27	)	)	PUNCT
ajceb-5604	99	28	forecasting	forecasting	NOUN
ajceb-5604	99	29	construction	construction	NOUN
ajceb-5604	99	30	tender	tender	NOUN
ajceb-5604	99	31	price	price	NOUN
ajceb-5604	99	32	index	index	NOUN
ajceb-5604	99	33	in	in	ADP
ajceb-5604	99	34	ghana	ghana	PROPN
ajceb-5604	99	35	using	use	VERB
ajceb-5604	99	36	autoregressive	autoregressive	ADJ
ajceb-5604	99	37	integrated	integrated	ADJ
ajceb-5604	99	38	moving	move	VERB
ajceb-5604	99	39	average	average	NOUN
ajceb-5604	99	40	with	with	ADP
ajceb-5604	99	41	exogenous	exogenous	ADJ
ajceb-5604	99	42	variables	variable	NOUN
ajceb-5604	99	43	model	model	VERB
ajceb-5604	99	44	construction	construction	NOUN
ajceb-5604	99	45	economics	economic	NOUN
ajceb-5604	99	46	and	and	CCONJ
ajceb-5604	99	47	building	building	NOUN
ajceb-5604	99	48	,	,	PUNCT
ajceb-5604	99	49	vol	vol	NOUN
ajceb-5604	99	50	.	.	PROPN
ajceb-5604	99	51	18	18	NUM
ajceb-5604	99	52	,	,	PUNCT
ajceb-5604	99	53	no	no	INTJ
ajceb-5604	99	54	.	.	NOUN
ajceb-5604	99	55	1	1	NUM
ajceb-5604	99	56	,	,	PUNCT
ajceb-5604	99	57	march	march	PROPN
ajceb-5604	99	58	201873	201873	NUM
ajceb-5604	99	59	data	datum	NOUN
ajceb-5604	99	60	set	set	VERB
ajceb-5604	99	61	the	the	DET
ajceb-5604	99	62	variables	variable	NOUN
ajceb-5604	99	63	for	for	ADP
ajceb-5604	99	64	the	the	DET
ajceb-5604	99	65	analysis	analysis	NOUN
ajceb-5604	99	66	,	,	PUNCT
ajceb-5604	99	67	therefore	therefore	ADV
ajceb-5604	99	68	,	,	PUNCT
ajceb-5604	99	69	consisted	consist	VERB
ajceb-5604	99	70	of	of	ADP
ajceb-5604	99	71	tpi	tpi	PROPN
ajceb-5604	99	72	and	and	CCONJ
ajceb-5604	99	73	six	six	NUM
ajceb-5604	99	74	exploratory	exploratory	ADJ
ajceb-5604	99	75	variables	variable	NOUN
ajceb-5604	99	76	(	(	PUNCT
ajceb-5604	99	77	economic	economic	ADJ
ajceb-5604	99	78	indicator	indicator	NOUN
ajceb-5604	99	79	-	-	PUNCT
ajceb-5604	99	80	ei	ei	NOUN
ajceb-5604	99	81	)	)	PUNCT
ajceb-5604	99	82	.	.	PUNCT
ajceb-5604	100	1	these	these	DET
ajceb-5604	100	2	economic	economic	ADJ
ajceb-5604	100	3	indicators	indicator	NOUN
ajceb-5604	100	4	were	be	AUX
ajceb-5604	100	5	obtained	obtain	VERB
ajceb-5604	100	6	from	from	ADP
ajceb-5604	100	7	the	the	DET
ajceb-5604	100	8	ghana	ghana	PROPN
ajceb-5604	100	9	statistical	statistical	ADJ
ajceb-5604	100	10	service	service	NOUN
ajceb-5604	100	11	and	and	CCONJ
ajceb-5604	100	12	bank	bank	NOUN
ajceb-5604	100	13	of	of	ADP
ajceb-5604	100	14	ghana	ghana	PROPN
ajceb-5604	100	15	while	while	SCONJ
ajceb-5604	100	16	the	the	DET
ajceb-5604	100	17	tpi	tpi	NOUN
ajceb-5604	100	18	was	be	AUX
ajceb-5604	100	19	obtained	obtain	VERB
ajceb-5604	100	20	from	from	ADP
ajceb-5604	100	21	previous	previous	ADJ
ajceb-5604	100	22	studies	study	NOUN
ajceb-5604	100	23	.	.	PUNCT
ajceb-5604	101	1	the	the	DET
ajceb-5604	101	2	data	datum	NOUN
ajceb-5604	101	3	covered	cover	VERB
ajceb-5604	101	4	a	a	DET
ajceb-5604	101	5	total	total	NOUN
ajceb-5604	101	6	of	of	ADP
ajceb-5604	101	7	32	32	NUM
ajceb-5604	101	8	quarters	quarter	NOUN
ajceb-5604	101	9	ranging	range	VERB
ajceb-5604	101	10	from	from	ADP
ajceb-5604	101	11	2009q1to	2009q1to	NUM
ajceb-5604	101	12	2016q4	2016q4	NUM
ajceb-5604	101	13	arimax	arimax	ADJ
ajceb-5604	101	14	model	model	NOUN
ajceb-5604	101	15	basically	basically	ADV
ajceb-5604	101	16	,	,	PUNCT
ajceb-5604	101	17	arimax	arimax	PROPN
ajceb-5604	101	18	is	be	AUX
ajceb-5604	101	19	a	a	DET
ajceb-5604	101	20	combination	combination	NOUN
ajceb-5604	101	21	of	of	ADP
ajceb-5604	101	22	regression	regression	NOUN
ajceb-5604	101	23	and	and	CCONJ
ajceb-5604	101	24	arima	arima	NOUN
ajceb-5604	101	25	models	model	NOUN
ajceb-5604	101	26	(	(	PUNCT
ajceb-5604	101	27	andrew	andrew	PROPN
ajceb-5604	101	28	,	,	PUNCT
ajceb-5604	101	29	et	et	PROPN
ajceb-5604	101	30	al	al	PROPN
ajceb-5604	101	31	.	.	PROPN
ajceb-5604	101	32	,	,	PUNCT
ajceb-5604	101	33	2013	2013	NUM
ajceb-5604	101	34	)	)	PUNCT
ajceb-5604	101	35	.	.	PUNCT
ajceb-5604	102	1	in	in	ADP
ajceb-5604	102	2	arimax	arimax	PROPN
ajceb-5604	102	3	model	model	NOUN
ajceb-5604	102	4	,	,	PUNCT
ajceb-5604	102	5	the	the	DET
ajceb-5604	102	6	exogenous	exogenous	ADJ
ajceb-5604	102	7	variable	variable	NOUN
ajceb-5604	102	8	(	(	PUNCT
ajceb-5604	102	9	s	s	X
ajceb-5604	102	10	)	)	PUNCT
ajceb-5604	102	11	is	be	AUX
ajceb-5604	102	12	the	the	DET
ajceb-5604	102	13	independent	independent	ADJ
ajceb-5604	102	14	variable(s	variable(s	NOUN
ajceb-5604	102	15	)	)	PUNCT
ajceb-5604	102	16	in	in	ADP
ajceb-5604	102	17	linear	linear	PROPN
ajceb-5604	102	18	regression	regression	NOUN
ajceb-5604	102	19	equations	equation	NOUN
ajceb-5604	102	20	.	.	PUNCT
ajceb-5604	103	1	although	although	SCONJ
ajceb-5604	103	2	the	the	DET
ajceb-5604	103	3	arimax	arimax	PROPN
ajceb-5604	103	4	model	model	NOUN
ajceb-5604	103	5	has	have	AUX
ajceb-5604	103	6	not	not	PART
ajceb-5604	103	7	been	be	AUX
ajceb-5604	103	8	widely	widely	ADV
ajceb-5604	103	9	used	use	VERB
ajceb-5604	103	10	in	in	ADP
ajceb-5604	103	11	forecasting	forecasting	NOUN
ajceb-5604	103	12	in	in	ADP
ajceb-5604	103	13	construction	construction	NOUN
ajceb-5604	103	14	economics	economic	NOUN
ajceb-5604	103	15	it	it	PRON
ajceb-5604	103	16	provides	provide	VERB
ajceb-5604	103	17	good	good	ADJ
ajceb-5604	103	18	predictor	predictor	NOUN
ajceb-5604	103	19	variables	variable	NOUN
ajceb-5604	103	20	that	that	PRON
ajceb-5604	103	21	affected	affect	VERB
ajceb-5604	103	22	pricing	pricing	NOUN
ajceb-5604	103	23	.	.	PUNCT
ajceb-5604	104	1	it	it	PRON
ajceb-5604	104	2	is	be	AUX
ajceb-5604	104	3	an	an	DET
ajceb-5604	104	4	extension	extension	NOUN
ajceb-5604	104	5	of	of	ADP
ajceb-5604	104	6	the	the	DET
ajceb-5604	104	7	arima	arima	NOUN
ajceb-5604	104	8	that	that	PRON
ajceb-5604	104	9	has	have	VERB
ajceb-5604	104	10	the	the	DET
ajceb-5604	104	11	ability	ability	NOUN
ajceb-5604	104	12	to	to	PART
ajceb-5604	104	13	identify	identify	VERB
ajceb-5604	104	14	the	the	DET
ajceb-5604	104	15	underlying	underlie	VERB
ajceb-5604	104	16	patterns	pattern	NOUN
ajceb-5604	104	17	in	in	ADP
ajceb-5604	104	18	time	time	NOUN
ajceb-5604	104	19	series	series	PROPN
ajceb-5604	104	20	data	data	PROPN
ajceb-5604	104	21	.	.	PUNCT
ajceb-5604	105	1	arimax	arimax	PROPN
ajceb-5604	105	2	model	model	NOUN
ajceb-5604	105	3	provides	provide	VERB
ajceb-5604	105	4	flexibility	flexibility	NOUN
ajceb-5604	105	5	in	in	ADP
ajceb-5604	105	6	model	model	NOUN
ajceb-5604	105	7	building	building	NOUN
ajceb-5604	105	8	with	with	ADP
ajceb-5604	105	9	time	time	NOUN
ajceb-5604	105	10	series	series	PROPN
ajceb-5604	105	11	data	datum	NOUN
ajceb-5604	105	12	as	as	SCONJ
ajceb-5604	105	13	it	it	PRON
ajceb-5604	105	14	can	can	AUX
ajceb-5604	105	15	be	be	AUX
ajceb-5604	105	16	simply	simply	ADV
ajceb-5604	105	17	reduced	reduce	VERB
ajceb-5604	105	18	to	to	ADP
ajceb-5604	105	19	arima	arima	PROPN
ajceb-5604	105	20	model	model	NOUN
ajceb-5604	105	21	if	if	SCONJ
ajceb-5604	105	22	historical	historical	ADJ
ajceb-5604	105	23	behavior	behavior	NOUN
ajceb-5604	105	24	is	be	AUX
ajceb-5604	105	25	to	to	PART
ajceb-5604	105	26	be	be	AUX
ajceb-5604	105	27	examine	examine	ADJ
ajceb-5604	105	28	by	by	ADP
ajceb-5604	105	29	making	make	VERB
ajceb-5604	105	30	projections	projection	NOUN
ajceb-5604	105	31	through	through	ADP
ajceb-5604	105	32	employing	employ	VERB
ajceb-5604	105	33	only	only	ADV
ajceb-5604	105	34	statistically	statistically	ADV
ajceb-5604	105	35	identified	identify	VERB
ajceb-5604	105	36	historical	historical	ADJ
ajceb-5604	105	37	relationships	relationship	NOUN
ajceb-5604	105	38	.	.	PUNCT
ajceb-5604	106	1	figure	figure	VERB
ajceb-5604	106	2	1	1	NUM
ajceb-5604	106	3	processes	process	NOUN
ajceb-5604	106	4	for	for	ADP
ajceb-5604	106	5	arimax	arimax	PROPN
ajceb-5604	106	6	model	model	NOUN
ajceb-5604	106	7	development	development	NOUN
ajceb-5604	106	8	(	(	PUNCT
ajceb-5604	106	9	adopted	adopt	VERB
ajceb-5604	106	10	form	form	NOUN
ajceb-5604	106	11	andrew	andrew	PROPN
ajceb-5604	106	12	et	et	PROPN
ajceb-5604	106	13	al	al	PROPN
ajceb-5604	106	14	.	.	PROPN
ajceb-5604	106	15	,2013	,2013	PUNCT
ajceb-5604	106	16	)	)	PUNCT
ajceb-5604	106	17	kissi	kissi	PROPN
ajceb-5604	106	18	,	,	PUNCT
ajceb-5604	106	19	adjei	adjei	PROPN
ajceb-5604	106	20	-	-	PUNCT
ajceb-5604	106	21	kumi	kumi	PROPN
ajceb-5604	106	22	,	,	PUNCT
ajceb-5604	106	23	amoah	amoah	NOUN
ajceb-5604	106	24	and	and	CCONJ
ajceb-5604	106	25	gyimah	gyimah	NOUN
ajceb-5604	106	26	construction	construction	NOUN
ajceb-5604	106	27	economics	economic	NOUN
ajceb-5604	106	28	and	and	CCONJ
ajceb-5604	106	29	building	building	NOUN
ajceb-5604	106	30	,	,	PUNCT
ajceb-5604	106	31	vol	vol	NOUN
ajceb-5604	106	32	.	.	PROPN
ajceb-5604	107	1	18	18	NUM
ajceb-5604	107	2	,	,	PUNCT
ajceb-5604	107	3	no	no	INTJ
ajceb-5604	107	4	.	.	NOUN
ajceb-5604	107	5	1	1	NUM
ajceb-5604	107	6	,	,	PUNCT
ajceb-5604	107	7	march	march	NOUN
ajceb-5604	107	8	201874	201874	NUM
ajceb-5604	107	9	in	in	ADP
ajceb-5604	107	10	building	build	VERB
ajceb-5604	107	11	arimax	arimax	PROPN
ajceb-5604	107	12	model	model	NOUN
ajceb-5604	107	13	,	,	PUNCT
ajceb-5604	107	14	time	time	NOUN
ajceb-5604	107	15	-	-	PUNCT
ajceb-5604	107	16	series	series	NOUN
ajceb-5604	107	17	model	model	NOUN
ajceb-5604	107	18	techniques	technique	NOUN
ajceb-5604	107	19	must	must	AUX
ajceb-5604	107	20	be	be	AUX
ajceb-5604	107	21	used	use	VERB
ajceb-5604	107	22	involving	involve	VERB
ajceb-5604	107	23	two	two	NUM
ajceb-5604	107	24	phases	phase	NOUN
ajceb-5604	107	25	(	(	PUNCT
ajceb-5604	107	26	see	see	VERB
ajceb-5604	107	27	figure	figure	NOUN
ajceb-5604	107	28	1	1	NUM
ajceb-5604	107	29	:	:	PUNCT
ajceb-5604	107	30	processes	process	NOUN
ajceb-5604	107	31	for	for	ADP
ajceb-5604	107	32	arimax	arimax	PROPN
ajceb-5604	107	33	model	model	NOUN
ajceb-5604	107	34	development	development	PROPN
ajceb-5604	107	35	)	)	PUNCT
ajceb-5604	107	36	.	.	PUNCT
ajceb-5604	108	1	the	the	DET
ajceb-5604	108	2	first	first	ADJ
ajceb-5604	108	3	phase	phase	NOUN
ajceb-5604	108	4	deals	deal	VERB
ajceb-5604	108	5	with	with	ADP
ajceb-5604	108	6	a	a	DET
ajceb-5604	108	7	linear	linear	ADJ
ajceb-5604	108	8	regression	regression	NOUN
ajceb-5604	108	9	model	model	NOUN
ajceb-5604	108	10	.	.	PUNCT
ajceb-5604	109	1	this	this	PRON
ajceb-5604	109	2	helps	help	VERB
ajceb-5604	109	3	in	in	ADP
ajceb-5604	109	4	maintaining	maintain	VERB
ajceb-5604	109	5	independent	independent	ADJ
ajceb-5604	109	6	variables	variable	NOUN
ajceb-5604	109	7	that	that	PRON
ajceb-5604	109	8	are	be	AUX
ajceb-5604	109	9	significant	significant	ADJ
ajceb-5604	109	10	(	(	PUNCT
ajceb-5604	109	11	exogenous	exogenous	ADJ
ajceb-5604	109	12	variables	variable	NOUN
ajceb-5604	109	13	)	)	PUNCT
ajceb-5604	109	14	.	.	PUNCT
ajceb-5604	110	1	the	the	DET
ajceb-5604	110	2	second	second	ADJ
ajceb-5604	110	3	phase	phase	NOUN
ajceb-5604	110	4	deal	deal	NOUN
ajceb-5604	110	5	with	with	ADP
ajceb-5604	110	6	iterative	iterative	NOUN
ajceb-5604	110	7	searching	searching	NOUN
ajceb-5604	110	8	process	process	NOUN
ajceb-5604	110	9	,	,	PUNCT
ajceb-5604	110	10	thus	thus	ADV
ajceb-5604	110	11	,	,	PUNCT
ajceb-5604	110	12	searching	search	VERB
ajceb-5604	110	13	the	the	DET
ajceb-5604	110	14	order	order	NOUN
ajceb-5604	110	15	of	of	ADP
ajceb-5604	110	16	arima	arima	PROPN
ajceb-5604	110	17	part	part	NOUN
ajceb-5604	110	18	of	of	ADP
ajceb-5604	110	19	the	the	DET
ajceb-5604	110	20	model	model	NOUN
ajceb-5604	110	21	.	.	PUNCT
ajceb-5604	111	1	there	there	PRON
ajceb-5604	111	2	are	be	VERB
ajceb-5604	111	3	various	various	ADJ
ajceb-5604	111	4	assumptions	assumption	NOUN
ajceb-5604	111	5	that	that	PRON
ajceb-5604	111	6	must	must	AUX
ajceb-5604	111	7	be	be	AUX
ajceb-5604	111	8	satisfied	satisfied	ADJ
ajceb-5604	111	9	to	to	PART
ajceb-5604	111	10	ensure	ensure	VERB
ajceb-5604	111	11	that	that	SCONJ
ajceb-5604	111	12	the	the	DET
ajceb-5604	111	13	resulting	result	VERB
ajceb-5604	111	14	arimax	arimax	PROPN
ajceb-5604	111	15	model	model	NOUN
ajceb-5604	111	16	is	be	AUX
ajceb-5604	111	17	valid	valid	ADJ
ajceb-5604	111	18	.	.	PUNCT
ajceb-5604	112	1	arimax	arimax	PROPN
ajceb-5604	112	2	model	model	NOUN
ajceb-5604	112	3	building	building	NOUN
ajceb-5604	112	4	may	may	AUX
ajceb-5604	112	5	not	not	PART
ajceb-5604	112	6	commence	commence	VERB
ajceb-5604	112	7	until	until	SCONJ
ajceb-5604	112	8	the	the	DET
ajceb-5604	112	9	time	time	NOUN
ajceb-5604	112	10	series	series	PROPN
ajceb-5604	112	11	is	be	AUX
ajceb-5604	112	12	stationary	stationary	ADJ
ajceb-5604	112	13	.	.	PUNCT
ajceb-5604	113	1	in	in	ADP
ajceb-5604	113	2	addition	addition	NOUN
ajceb-5604	113	3	to	to	ADP
ajceb-5604	113	4	stationarity	stationarity	NOUN
ajceb-5604	113	5	,	,	PUNCT
ajceb-5604	113	6	the	the	DET
ajceb-5604	113	7	residuals	residual	NOUN
ajceb-5604	113	8	from	from	ADP
ajceb-5604	113	9	the	the	DET
ajceb-5604	113	10	model	model	NOUN
ajceb-5604	113	11	must	must	AUX
ajceb-5604	113	12	not	not	PART
ajceb-5604	113	13	exhibit	exhibit	VERB
ajceb-5604	113	14	significant	significant	ADJ
ajceb-5604	113	15	serial	serial	ADJ
ajceb-5604	113	16	autocorrelation	autocorrelation	NOUN
ajceb-5604	113	17	and	and	CCONJ
ajceb-5604	113	18	must	must	AUX
ajceb-5604	113	19	be	be	AUX
ajceb-5604	113	20	white	white	ADJ
ajceb-5604	113	21	noise	noise	NOUN
ajceb-5604	113	22	.	.	PUNCT
ajceb-5604	114	1	for	for	ADP
ajceb-5604	114	2	a	a	DET
ajceb-5604	114	3	given	give	VERB
ajceb-5604	114	4	dependent	dependent	ADJ
ajceb-5604	114	5	variable	variable	ADJ
ajceb-5604	114	6	and	and	CCONJ
ajceb-5604	114	7	exogenous	exogenous	ADJ
ajceb-5604	114	8	variable	variable	NOUN
ajceb-5604	114	9	the	the	DET
ajceb-5604	114	10	arimax	arimax	PROPN
ajceb-5604	114	11	model	model	NOUN
ajceb-5604	114	12	can	can	AUX
ajceb-5604	114	13	be	be	AUX
ajceb-5604	114	14	denoted	denote	VERB
ajceb-5604	114	15	as	as	ADP
ajceb-5604	114	16	:	:	PUNCT
ajceb-5604	114	17	before	before	ADP
ajceb-5604	114	18	proceeding	proceed	VERB
ajceb-5604	114	19	with	with	ADP
ajceb-5604	114	20	the	the	DET
ajceb-5604	114	21	estimation	estimation	NOUN
ajceb-5604	114	22	of	of	ADP
ajceb-5604	114	23	arimax	arimax	PROPN
ajceb-5604	114	24	model	model	NOUN
ajceb-5604	114	25	,	,	PUNCT
ajceb-5604	114	26	stationary	stationary	ADJ
ajceb-5604	114	27	analysis	analysis	NOUN
ajceb-5604	114	28	of	of	ADP
ajceb-5604	114	29	the	the	DET
ajceb-5604	114	30	time	time	NOUN
ajceb-5604	114	31	series	series	PROPN
ajceb-5604	114	32	data	datum	NOUN
ajceb-5604	114	33	was	be	AUX
ajceb-5604	114	34	carried	carry	VERB
ajceb-5604	114	35	out	out	ADP
ajceb-5604	114	36	using	use	VERB
ajceb-5604	114	37	augmented	augment	VERB
ajceb-5604	114	38	dickey	dickey	PROPN
ajceb-5604	114	39	fuller	full	ADJ
ajceb-5604	114	40	test	test	NOUN
ajceb-5604	114	41	.	.	PUNCT
ajceb-5604	115	1	thus	thus	ADV
ajceb-5604	115	2	,	,	PUNCT
ajceb-5604	115	3	after	after	ADP
ajceb-5604	115	4	second	second	ADJ
ajceb-5604	115	5	attempt	attempt	NOUN
ajceb-5604	115	6	difference	difference	NOUN
ajceb-5604	115	7	level	level	NOUN
ajceb-5604	115	8	of	of	ADP
ajceb-5604	115	9	data	datum	NOUN
ajceb-5604	115	10	(	(	PUNCT
ajceb-5604	115	11	due	due	ADP
ajceb-5604	115	12	to	to	ADP
ajceb-5604	115	13	non	non	ADJ
ajceb-5604	115	14	-	-	ADJ
ajceb-5604	115	15	stationary	stationary	ADJ
ajceb-5604	115	16	of	of	ADP
ajceb-5604	115	17	the	the	DET
ajceb-5604	115	18	actual	actual	ADJ
ajceb-5604	115	19	data	datum	NOUN
ajceb-5604	115	20	and	and	CCONJ
ajceb-5604	115	21	first	first	ADJ
ajceb-5604	115	22	difference	difference	NOUN
ajceb-5604	115	23	level	level	NOUN
ajceb-5604	115	24	of	of	ADP
ajceb-5604	115	25	data	datum	NOUN
ajceb-5604	115	26	)	)	PUNCT
ajceb-5604	115	27	,	,	PUNCT
ajceb-5604	115	28	the	the	DET
ajceb-5604	115	29	p	p	NOUN
ajceb-5604	115	30	-	-	PUNCT
ajceb-5604	115	31	value	value	NOUN
ajceb-5604	115	32	was	be	AUX
ajceb-5604	115	33	0.02	0.02	NUM
ajceb-5604	115	34	,	,	PUNCT
ajceb-5604	115	35	beckoning	beckon	VERB
ajceb-5604	115	36	that	that	SCONJ
ajceb-5604	115	37	residuals	residual	NOUN
ajceb-5604	115	38	are	be	AUX
ajceb-5604	115	39	stationary	stationary	ADJ
ajceb-5604	115	40	hence	hence	ADV
ajceb-5604	115	41	no	no	DET
ajceb-5604	115	42	further	further	ADJ
ajceb-5604	115	43	transformation	transformation	NOUN
ajceb-5604	115	44	data	datum	NOUN
ajceb-5604	115	45	and	and	CCONJ
ajceb-5604	115	46	deemed	deem	VERB
ajceb-5604	115	47	fit	fit	ADJ
ajceb-5604	115	48	for	for	ADP
ajceb-5604	115	49	further	further	ADJ
ajceb-5604	115	50	analysis	analysis	NOUN
ajceb-5604	115	51	(	(	PUNCT
ajceb-5604	115	52	see	see	VERB
ajceb-5604	115	53	table	table	NOUN
ajceb-5604	115	54	1	1	NUM
ajceb-5604	115	55	)	)	PUNCT
ajceb-5604	115	56	.	.	PUNCT
ajceb-5604	116	1	table	table	NOUN
ajceb-5604	116	2	1	1	NUM
ajceb-5604	116	3	root	root	NOUN
ajceb-5604	116	4	test	test	NOUN
ajceb-5604	116	5	(	(	PUNCT
ajceb-5604	116	6	adf	adf	NOUN
ajceb-5604	116	7	)	)	PUNCT
ajceb-5604	116	8	variable	variable	NOUN
ajceb-5604	116	9	p	p	ADJ
ajceb-5604	116	10	-	-	PUNCT
ajceb-5604	116	11	value	value	NOUN
ajceb-5604	116	12	null	null	ADJ
ajceb-5604	116	13	hypothesis	hypothesis	NOUN
ajceb-5604	116	14	decision	decision	NOUN
ajceb-5604	116	15	actual	actual	ADJ
ajceb-5604	116	16	data	datum	NOUN
ajceb-5604	116	17	0.99	0.99	NUM
ajceb-5604	116	18	not	not	PART
ajceb-5604	116	19	stationary	stationary	ADJ
ajceb-5604	116	20	fail	fail	VERB
ajceb-5604	116	21	to	to	PART
ajceb-5604	116	22	reject	reject	VERB
ajceb-5604	116	23	h0	h0	PROPN
ajceb-5604	116	24	first	first	ADV
ajceb-5604	116	25	differenced	difference	VERB
ajceb-5604	116	26	data	datum	NOUN
ajceb-5604	116	27	0.32	0.32	NUM
ajceb-5604	116	28	not	not	PART
ajceb-5604	116	29	stationary	stationary	ADJ
ajceb-5604	116	30	fail	fail	VERB
ajceb-5604	116	31	to	to	PART
ajceb-5604	116	32	reject	reject	VERB
ajceb-5604	116	33	h0	h0	PROPN
ajceb-5604	116	34	second	second	ADV
ajceb-5604	116	35	differenced	difference	VERB
ajceb-5604	116	36	data	datum	NOUN
ajceb-5604	116	37	0.02	0.02	NUM
ajceb-5604	116	38	not	not	PART
ajceb-5604	116	39	stationary	stationary	ADJ
ajceb-5604	116	40	reject	reject	NOUN
ajceb-5604	116	41	h0	h0	PROPN
ajceb-5604	116	42	furthermore	furthermore	ADV
ajceb-5604	116	43	,	,	PUNCT
ajceb-5604	116	44	in	in	ADP
ajceb-5604	116	45	selecting	select	VERB
ajceb-5604	116	46	a	a	DET
ajceb-5604	116	47	suitable	suitable	ADJ
ajceb-5604	116	48	model	model	NOUN
ajceb-5604	116	49	for	for	ADP
ajceb-5604	116	50	the	the	DET
ajceb-5604	116	51	data	datum	NOUN
ajceb-5604	116	52	,	,	PUNCT
ajceb-5604	116	53	an	an	DET
ajceb-5604	116	54	arimax	arimax	ADJ
ajceb-5604	116	55	model	model	NOUN
ajceb-5604	116	56	with	with	ADP
ajceb-5604	116	57	different	different	ADJ
ajceb-5604	116	58	order	order	NOUN
ajceb-5604	116	59	arima	arima	NOUN
ajceb-5604	116	60	was	be	AUX
ajceb-5604	116	61	compared	compare	VERB
ajceb-5604	116	62	.	.	PUNCT
ajceb-5604	117	1	following	follow	VERB
ajceb-5604	117	2	this	this	PRON
ajceb-5604	117	3	,	,	PUNCT
ajceb-5604	117	4	arima	arima	NOUN
ajceb-5604	117	5	with	with	ADP
ajceb-5604	117	6	the	the	DET
ajceb-5604	117	7	order	order	NOUN
ajceb-5604	117	8	(	(	PUNCT
ajceb-5604	117	9	0,2,1	0,2,1	NUM
ajceb-5604	117	10	)	)	PUNCT
ajceb-5604	117	11	was	be	AUX
ajceb-5604	117	12	selected	select	VERB
ajceb-5604	117	13	based	base	VERB
ajceb-5604	117	14	on	on	ADP
ajceb-5604	117	15	its	its	PRON
ajceb-5604	117	16	least	least	ADJ
ajceb-5604	117	17	value	value	NOUN
ajceb-5604	117	18	of	of	ADP
ajceb-5604	117	19	akaike	akaike	ADJ
ajceb-5604	117	20	information	information	NOUN
ajceb-5604	117	21	criterion	criterion	NOUN
ajceb-5604	117	22	(	(	PUNCT
ajceb-5604	117	23	aic	aic	PROPN
ajceb-5604	117	24	)	)	PUNCT
ajceb-5604	117	25	,	,	PUNCT
ajceb-5604	117	26	(	(	PUNCT
ajceb-5604	117	27	see	see	VERB
ajceb-5604	117	28	table	table	NOUN
ajceb-5604	117	29	3	3	NUM
ajceb-5604	117	30	)	)	PUNCT
ajceb-5604	117	31	.	.	PUNCT
ajceb-5604	118	1	to	to	PART
ajceb-5604	118	2	establish	establish	VERB
ajceb-5604	118	3	the	the	DET
ajceb-5604	118	4	relevancy	relevancy	NOUN
ajceb-5604	118	5	of	of	ADP
ajceb-5604	118	6	each	each	DET
ajceb-5604	118	7	independent	independent	ADJ
ajceb-5604	118	8	variable	variable	NOUN
ajceb-5604	118	9	to	to	ADP
ajceb-5604	118	10	tpi	tpi	PROPN
ajceb-5604	118	11	prediction	prediction	NOUN
ajceb-5604	118	12	,	,	PUNCT
ajceb-5604	118	13	granger	granger	PROPN
ajceb-5604	118	14	test	test	PROPN
ajceb-5604	118	15	was	be	AUX
ajceb-5604	118	16	performed	perform	VERB
ajceb-5604	118	17	(	(	PUNCT
ajceb-5604	118	18	see	see	VERB
ajceb-5604	118	19	table	table	NOUN
ajceb-5604	118	20	2	2	NUM
ajceb-5604	118	21	)	)	PUNCT
ajceb-5604	118	22	.	.	PUNCT
ajceb-5604	119	1	the	the	DET
ajceb-5604	119	2	results	result	NOUN
ajceb-5604	119	3	suggest	suggest	VERB
ajceb-5604	119	4	that	that	SCONJ
ajceb-5604	119	5	tpi	tpi	PROPN
ajceb-5604	119	6	has	have	VERB
ajceb-5604	119	7	a	a	DET
ajceb-5604	119	8	strong	strong	ADJ
ajceb-5604	119	9	significance	significance	NOUN
ajceb-5604	119	10	relationship	relationship	NOUN
ajceb-5604	119	11	with	with	ADP
ajceb-5604	119	12	producer	producer	NOUN
ajceb-5604	119	13	price	price	NOUN
ajceb-5604	119	14	index	index	NOUN
ajceb-5604	119	15	(	(	PUNCT
ajceb-5604	119	16	ppi	ppi	NOUN
ajceb-5604	119	17	)	)	PUNCT
ajceb-5604	119	18	and	and	CCONJ
ajceb-5604	119	19	composite	composite	ADJ
ajceb-5604	119	20	consumer	consumer	NOUN
ajceb-5604	119	21	price	price	NOUN
ajceb-5604	119	22	index	index	NOUN
ajceb-5604	119	23	(	(	PUNCT
ajceb-5604	119	24	ccpi	ccpi	ADV
ajceb-5604	119	25	)	)	PUNCT
ajceb-5604	119	26	.	.	PUNCT
ajceb-5604	120	1	hence	hence	ADV
ajceb-5604	120	2	,	,	PUNCT
ajceb-5604	120	3	this	this	PRON
ajceb-5604	120	4	indicates	indicate	VERB
ajceb-5604	120	5	some	some	DET
ajceb-5604	120	6	economic	economic	ADJ
ajceb-5604	120	7	indicators	indicator	NOUN
ajceb-5604	120	8	have	have	VERB
ajceb-5604	120	9	relationships	relationship	NOUN
ajceb-5604	120	10	with	with	ADP
ajceb-5604	120	11	tpi	tpi	NOUN
ajceb-5604	120	12	and	and	CCONJ
ajceb-5604	120	13	identified	identify	VERB
ajceb-5604	120	14	economic	economic	ADJ
ajceb-5604	120	15	indicators	indicator	NOUN
ajceb-5604	120	16	(	(	PUNCT
ajceb-5604	120	17	see	see	VERB
ajceb-5604	120	18	table	table	NOUN
ajceb-5604	120	19	2	2	NUM
ajceb-5604	120	20	)	)	PUNCT
ajceb-5604	120	21	.	.	PUNCT
ajceb-5604	121	1	table	table	NOUN
ajceb-5604	121	2	2	2	NUM
ajceb-5604	121	3	granger	granger	NOUN
ajceb-5604	121	4	test	test	NOUN
ajceb-5604	121	5	independent	independent	PROPN
ajceb-5604	121	6	variable	variable	PROPN
ajceb-5604	121	7	f	f	PROPN
ajceb-5604	121	8	statistic	statistic	PROPN
ajceb-5604	121	9	df	df	PROPN
ajceb-5604	121	10	p	p	NOUN
ajceb-5604	121	11	-	-	PUNCT
ajceb-5604	121	12	values	value	NOUN
ajceb-5604	121	13	ccpi	ccpi	ADV
ajceb-5604	121	14	5.201	5.201	NUM
ajceb-5604	121	15	3	3	NUM
ajceb-5604	121	16	0.009	0.009	NUM
ajceb-5604	121	17	gdp	gdp	NOUN
ajceb-5604	121	18	0.852	0.852	NUM
ajceb-5604	121	19	3	3	NUM
ajceb-5604	121	20	0.484	0.484	NUM
ajceb-5604	121	21	er	er	NUM
ajceb-5604	121	22	0.853	0.853	NUM
ajceb-5604	121	23	3	3	NUM
ajceb-5604	121	24	0.483	0.483	NUM
ajceb-5604	121	25	ppi	ppi	NOUN
ajceb-5604	121	26	3.406	3.406	NUM
ajceb-5604	121	27	3	3	NUM
ajceb-5604	121	28	0.040	0.040	NUM
ajceb-5604	121	29	ir	ir	PROPN
ajceb-5604	121	30	0.803	0.803	NUM
ajceb-5604	121	31	3	3	NUM
ajceb-5604	121	32	0.509	0.509	NUM
ajceb-5604	121	33	following	follow	VERB
ajceb-5604	121	34	this	this	PRON
ajceb-5604	121	35	,	,	PUNCT
ajceb-5604	121	36	further	further	ADJ
ajceb-5604	121	37	analysis	analysis	NOUN
ajceb-5604	121	38	was	be	AUX
ajceb-5604	121	39	carried	carry	VERB
ajceb-5604	121	40	out	out	ADP
ajceb-5604	121	41	using	use	VERB
ajceb-5604	121	42	the	the	DET
ajceb-5604	121	43	ppi	ppi	NOUN
ajceb-5604	121	44	and	and	CCONJ
ajceb-5604	121	45	ccpi	ccpi	ADV
ajceb-5604	121	46	to	to	PART
ajceb-5604	121	47	develop	develop	VERB
ajceb-5604	121	48	the	the	DET
ajceb-5604	121	49	arimax	arimax	ADJ
ajceb-5604	121	50	model	model	NOUN
ajceb-5604	121	51	using	use	VERB
ajceb-5604	121	52	both	both	CCONJ
ajceb-5604	121	53	arima	arima	PROPN
ajceb-5604	121	54	model	model	NOUN
ajceb-5604	121	55	based	base	VERB
ajceb-5604	121	56	on	on	ADP
ajceb-5604	121	57	the	the	DET
ajceb-5604	121	58	order	order	NOUN
ajceb-5604	121	59	(	(	PUNCT
ajceb-5604	121	60	0,2,1	0,2,1	NUM
ajceb-5604	121	61	)	)	PUNCT
ajceb-5604	121	62	.	.	PUNCT
ajceb-5604	122	1	from	from	ADP
ajceb-5604	122	2	the	the	DET
ajceb-5604	122	3	table	table	NOUN
ajceb-5604	122	4	3	3	NUM
ajceb-5604	122	5	arima	arima	NOUN
ajceb-5604	122	6	model	model	NOUN
ajceb-5604	122	7	was	be	AUX
ajceb-5604	122	8	then	then	ADV
ajceb-5604	122	9	subjected	subject	VERB
ajceb-5604	122	10	to	to	PART
ajceb-5604	122	11	arimax	arimax	VERB
ajceb-5604	122	12	model	model	NOUN
ajceb-5604	122	13	building	building	NOUN
ajceb-5604	122	14	by	by	ADP
ajceb-5604	122	15	adding	add	VERB
ajceb-5604	122	16	up	up	ADP
ajceb-5604	122	17	each	each	DET
ajceb-5604	122	18	economic	economic	ADJ
ajceb-5604	122	19	indicator	indicator	NOUN
ajceb-5604	122	20	(	(	PUNCT
ajceb-5604	122	21	ppi	ppi	NOUN
ajceb-5604	122	22	and	and	CCONJ
ajceb-5604	122	23	ccpi	ccpi	ADV
ajceb-5604	122	24	)	)	PUNCT
ajceb-5604	122	25	.	.	PUNCT
ajceb-5604	123	1	each	each	DET
ajceb-5604	123	2	variable	variable	NOUN
ajceb-5604	123	3	was	be	AUX
ajceb-5604	123	4	analysed	analyse	VERB
ajceb-5604	123	5	and	and	CCONJ
ajceb-5604	123	6	then	then	ADV
ajceb-5604	123	7	later	later	ADV
ajceb-5604	123	8	the	the	DET
ajceb-5604	123	9	combined	combined	ADJ
ajceb-5604	123	10	effect	effect	NOUN
ajceb-5604	123	11	of	of	ADP
ajceb-5604	123	12	the	the	DET
ajceb-5604	123	13	two	two	NUM
ajceb-5604	123	14	variables	variable	NOUN
ajceb-5604	123	15	was	be	AUX
ajceb-5604	123	16	carried	carry	VERB
ajceb-5604	123	17	out	out	ADP
ajceb-5604	123	18	.	.	PUNCT
ajceb-5604	124	1	based	base	VERB
ajceb-5604	124	2	on	on	ADP
ajceb-5604	124	3	the	the	DET
ajceb-5604	124	4	akaike	akaike	ADJ
ajceb-5604	124	5	information	information	NOUN
ajceb-5604	124	6	criterion	criterion	NOUN
ajceb-5604	124	7	the	the	DET
ajceb-5604	124	8	best	good	ADJ
ajceb-5604	124	9	forecasting	forecasting	NOUN
ajceb-5604	124	10	construction	construction	NOUN
ajceb-5604	124	11	tender	tender	NOUN
ajceb-5604	124	12	price	price	NOUN
ajceb-5604	124	13	index	index	NOUN
ajceb-5604	124	14	in	in	ADP
ajceb-5604	124	15	ghana	ghana	PROPN
ajceb-5604	124	16	using	use	VERB
ajceb-5604	124	17	autoregressive	autoregressive	ADJ
ajceb-5604	124	18	integrated	integrated	ADJ
ajceb-5604	124	19	moving	move	VERB
ajceb-5604	124	20	average	average	NOUN
ajceb-5604	124	21	with	with	ADP
ajceb-5604	124	22	exogenous	exogenous	ADJ
ajceb-5604	124	23	variables	variable	NOUN
ajceb-5604	124	24	model	model	VERB
ajceb-5604	124	25	construction	construction	NOUN
ajceb-5604	124	26	economics	economic	NOUN
ajceb-5604	124	27	and	and	CCONJ
ajceb-5604	124	28	building	building	NOUN
ajceb-5604	124	29	,	,	PUNCT
ajceb-5604	124	30	vol	vol	NOUN
ajceb-5604	124	31	.	.	PROPN
ajceb-5604	124	32	18	18	NUM
ajceb-5604	124	33	,	,	PUNCT
ajceb-5604	124	34	no	no	INTJ
ajceb-5604	124	35	.	.	NOUN
ajceb-5604	124	36	1	1	NUM
ajceb-5604	124	37	,	,	PUNCT
ajceb-5604	124	38	march	march	PROPN
ajceb-5604	124	39	201875	201875	NUM
ajceb-5604	124	40	table	table	NOUN
ajceb-5604	124	41	3	3	NUM
ajceb-5604	124	42	selection	selection	NOUN
ajceb-5604	124	43	of	of	ADP
ajceb-5604	124	44	the	the	DET
ajceb-5604	124	45	model	model	NOUN
ajceb-5604	124	46	arima	arima	PROPN
ajceb-5604	124	47	1	1	NUM
ajceb-5604	124	48	(	(	PUNCT
ajceb-5604	124	49	x	x	SYM
ajceb-5604	124	50	=	=	SYM
ajceb-5604	124	51	t.dat	t.dat	NOUN
ajceb-5604	124	52	,	,	PUNCT
ajceb-5604	124	53	order	order	NOUN
ajceb-5604	124	54	=	=	SYM
ajceb-5604	124	55	c	c	X
ajceb-5604	124	56	(	(	PUNCT
ajceb-5604	124	57	0	0	NUM
ajceb-5604	124	58	,	,	PUNCT
ajceb-5604	124	59	2	2	NUM
ajceb-5604	124	60	,	,	PUNCT
ajceb-5604	124	61	1	1	NUM
ajceb-5604	124	62	)	)	PUNCT
ajceb-5604	124	63	)	)	PUNCT
ajceb-5604	124	64	coefficients	coefficient	NOUN
ajceb-5604	124	65	:	:	PUNCT
ajceb-5604	125	1	ma1	ma1	PROPN
ajceb-5604	125	2	-0.8428	-0.8428	PUNCT
ajceb-5604	126	1	s.e	s.e	PROPN
ajceb-5604	126	2	.	.	PROPN
ajceb-5604	126	3	0.1067	0.1067	NUM
ajceb-5604	126	4	sigma^2	sigma^2	PROPN
ajceb-5604	126	5	estimated	estimate	VERB
ajceb-5604	126	6	as	as	ADP
ajceb-5604	126	7	20.62	20.62	NUM
ajceb-5604	126	8	:	:	PUNCT
ajceb-5604	126	9	log	log	NOUN
ajceb-5604	126	10	likelihood	likelihood	NOUN
ajceb-5604	126	11	=	=	SYM
ajceb-5604	127	1	-82.72	-82.72	PROPN
ajceb-5604	127	2	,	,	PUNCT
ajceb-5604	127	3	aic	aic	PROPN
ajceb-5604	127	4	=	=	PROPN
ajceb-5604	127	5	167.44	167.44	NUM
ajceb-5604	127	6	arimax	arimax	ADJ
ajceb-5604	127	7	model	model	NOUN
ajceb-5604	127	8	1	1	NUM
ajceb-5604	127	9	(	(	PUNCT
ajceb-5604	127	10	x	x	SYM
ajceb-5604	127	11	=	=	SYM
ajceb-5604	127	12	t.dat	t.dat	NOUN
ajceb-5604	127	13	,	,	PUNCT
ajceb-5604	127	14	order	order	NOUN
ajceb-5604	127	15	=	=	SYM
ajceb-5604	127	16	c	c	X
ajceb-5604	127	17	(	(	PUNCT
ajceb-5604	127	18	0	0	NUM
ajceb-5604	127	19	,	,	PUNCT
ajceb-5604	127	20	2	2	NUM
ajceb-5604	127	21	,	,	PUNCT
ajceb-5604	127	22	1	1	NUM
ajceb-5604	127	23	)	)	PUNCT
ajceb-5604	127	24	,	,	PUNCT
ajceb-5604	127	25	xreg	xreg	PROPN
ajceb-5604	128	1	=	=	SYM
ajceb-5604	128	2	exo	exo	PROPN
ajceb-5604	128	3	[	[	PUNCT
ajceb-5604	128	4	ccpi	ccpi	NOUN
ajceb-5604	128	5	]	]	PUNCT
ajceb-5604	128	6	)	)	PUNCT
ajceb-5604	128	7	coefficients	coefficient	NOUN
ajceb-5604	128	8	:	:	PUNCT
ajceb-5604	128	9	ma1	ma1	PROPN
ajceb-5604	128	10	ccpi	ccpi	ADV
ajceb-5604	128	11	-0.8492	-0.8492	PROPN
ajceb-5604	128	12	0.0097	0.0097	NUM
ajceb-5604	128	13	s.e	s.e	PROPN
ajceb-5604	128	14	.	.	PROPN
ajceb-5604	128	15	0.1022	0.1022	PROPN
ajceb-5604	128	16	0.0144	0.0144	NUM
ajceb-5604	128	17	sigma^2	sigma^2	PROPN
ajceb-5604	128	18	estimated	estimate	VERB
ajceb-5604	128	19	as	as	ADP
ajceb-5604	128	20	20.26	20.26	NUM
ajceb-5604	128	21	:	:	PUNCT
ajceb-5604	128	22	log	log	NOUN
ajceb-5604	128	23	likelihood	likelihood	NOUN
ajceb-5604	128	24	=	=	SYM
ajceb-5604	128	25	-82.49	-82.49	PROPN
ajceb-5604	128	26	,	,	PUNCT
ajceb-5604	128	27	aic	aic	PROPN
ajceb-5604	128	28	=	=	PROPN
ajceb-5604	128	29	168.98	168.98	NUM
ajceb-5604	128	30	arimax	arimax	PROPN
ajceb-5604	128	31	model	model	NOUN
ajceb-5604	128	32	2	2	NUM
ajceb-5604	128	33	(	(	PUNCT
ajceb-5604	128	34	x	x	SYM
ajceb-5604	128	35	=	=	SYM
ajceb-5604	128	36	t.dat	t.dat	NOUN
ajceb-5604	128	37	,	,	PUNCT
ajceb-5604	128	38	order	order	NOUN
ajceb-5604	128	39	=	=	SYM
ajceb-5604	128	40	c	c	X
ajceb-5604	128	41	(	(	PUNCT
ajceb-5604	128	42	0	0	NUM
ajceb-5604	128	43	,	,	PUNCT
ajceb-5604	128	44	2	2	NUM
ajceb-5604	128	45	,	,	PUNCT
ajceb-5604	128	46	1	1	NUM
ajceb-5604	128	47	)	)	PUNCT
ajceb-5604	128	48	,	,	PUNCT
ajceb-5604	128	49	xreg	xreg	PROPN
ajceb-5604	129	1	=	=	SYM
ajceb-5604	129	2	exo	exo	PROPN
ajceb-5604	129	3	[	[	PUNCT
ajceb-5604	129	4	ppi	ppi	X
ajceb-5604	129	5	]	]	SYM
ajceb-5604	129	6	)	)	PUNCT
ajceb-5604	129	7	coefficients	coefficient	NOUN
ajceb-5604	129	8	:	:	PUNCT
ajceb-5604	129	9	ma1	ma1	PROPN
ajceb-5604	129	10	ppi	ppi	PROPN
ajceb-5604	129	11	-0.8467	-0.8467	PROPN
ajceb-5604	129	12	-0.0076	-0.0076	PROPN
ajceb-5604	129	13	s.e	s.e	PROPN
ajceb-5604	129	14	.	.	PROPN
ajceb-5604	129	15	0.1047	0.1047	NUM
ajceb-5604	129	16	0.0118	0.0118	NUM
ajceb-5604	129	17	sigma^2	sigma^2	PROPN
ajceb-5604	129	18	estimated	estimate	VERB
ajceb-5604	129	19	as	as	ADP
ajceb-5604	129	20	20.3	20.3	NUM
ajceb-5604	129	21	:	:	PUNCT
ajceb-5604	129	22	log	log	NOUN
ajceb-5604	129	23	likelihood	likelihood	NOUN
ajceb-5604	129	24	=	=	SYM
ajceb-5604	129	25	-82.51	-82.51	PROPN
ajceb-5604	129	26	,	,	PUNCT
ajceb-5604	129	27	aic	aic	PROPN
ajceb-5604	129	28	=	=	PROPN
ajceb-5604	129	29	169.02	169.02	NUM
ajceb-5604	129	30	arimax	arimax	PROPN
ajceb-5604	129	31	model	model	NOUN
ajceb-5604	129	32	3	3	NUM
ajceb-5604	129	33	(	(	PUNCT
ajceb-5604	129	34	x	x	SYM
ajceb-5604	129	35	=	=	SYM
ajceb-5604	129	36	t.dat	t.dat	NOUN
ajceb-5604	129	37	,	,	PUNCT
ajceb-5604	129	38	order	order	NOUN
ajceb-5604	129	39	=	=	SYM
ajceb-5604	129	40	c	c	X
ajceb-5604	129	41	(	(	PUNCT
ajceb-5604	129	42	0	0	NUM
ajceb-5604	129	43	,	,	PUNCT
ajceb-5604	129	44	2	2	NUM
ajceb-5604	129	45	,	,	PUNCT
ajceb-5604	129	46	1	1	NUM
ajceb-5604	129	47	)	)	PUNCT
ajceb-5604	129	48	,	,	PUNCT
ajceb-5604	129	49	xreg	xreg	PROPN
ajceb-5604	129	50	=	=	SYM
ajceb-5604	129	51	exo	exo	PROPN
ajceb-5604	129	52	)	)	PUNCT
ajceb-5604	129	53	coefficients	coefficient	NOUN
ajceb-5604	129	54	:	:	PUNCT
ajceb-5604	129	55	ma1	ma1	PROPN
ajceb-5604	129	56	ccpi	ccpi	NOUN
ajceb-5604	129	57	pp1	pp1	PROPN
ajceb-5604	129	58	-0.8488	-0.8488	NOUN
ajceb-5604	130	1	0.0064	0.0064	NUM
ajceb-5604	130	2	-0.0032	-0.0032	PROPN
ajceb-5604	130	3	s.	s.	PROPN
ajceb-5604	130	4	e	e	PROPN
ajceb-5604	130	5	0.1030	0.1030	NUM
ajceb-5604	130	6	0.0267	0.0267	NUM
ajceb-5604	130	7	0.0218	0.0218	NUM
ajceb-5604	130	8	sigma^2	sigma^2	PROPN
ajceb-5604	130	9	estimated	estimate	VERB
ajceb-5604	130	10	as	as	ADP
ajceb-5604	130	11	20.25	20.25	NUM
ajceb-5604	130	12	:	:	PUNCT
ajceb-5604	130	13	log	log	NOUN
ajceb-5604	130	14	likelihood	likelihood	NOUN
ajceb-5604	130	15	=	=	SYM
ajceb-5604	130	16	-82.48	-82.48	PROPN
ajceb-5604	130	17	,	,	PUNCT
ajceb-5604	130	18	aic	aic	PROPN
ajceb-5604	130	19	=	=	PROPN
ajceb-5604	130	20	170.96	170.96	NUM
ajceb-5604	130	21	arimax	arimax	PROPN
ajceb-5604	130	22	model	model	NOUN
ajceb-5604	130	23	was	be	AUX
ajceb-5604	130	24	selected	select	VERB
ajceb-5604	130	25	in	in	ADP
ajceb-5604	130	26	terms	term	NOUN
ajceb-5604	130	27	of	of	ADP
ajceb-5604	130	28	the	the	DET
ajceb-5604	130	29	model	model	NOUN
ajceb-5604	130	30	with	with	ADP
ajceb-5604	130	31	least	least	ADJ
ajceb-5604	130	32	aic	aic	PROPN
ajceb-5604	130	33	.	.	PUNCT
ajceb-5604	131	1	thus	thus	ADV
ajceb-5604	131	2	,	,	PUNCT
ajceb-5604	131	3	arimax	arimax	PROPN
ajceb-5604	131	4	model	model	NOUN
ajceb-5604	131	5	1	1	NUM
ajceb-5604	131	6	was	be	AUX
ajceb-5604	131	7	selected	select	VERB
ajceb-5604	131	8	based	base	VERB
ajceb-5604	131	9	on	on	ADP
ajceb-5604	131	10	the	the	DET
ajceb-5604	131	11	aic	aic	PROPN
ajceb-5604	131	12	value	value	NOUN
ajceb-5604	131	13	of	of	ADP
ajceb-5604	131	14	168.98	168.98	NUM
ajceb-5604	131	15	where	where	SCONJ
ajceb-5604	131	16	ccpi	ccpi	NOUN
ajceb-5604	131	17	was	be	AUX
ajceb-5604	131	18	the	the	DET
ajceb-5604	131	19	exogenous	exogenous	ADJ
ajceb-5604	131	20	variable	variable	NOUN
ajceb-5604	131	21	.	.	PUNCT
ajceb-5604	132	1	evaluation	evaluation	NOUN
ajceb-5604	132	2	of	of	ADP
ajceb-5604	132	3	the	the	DET
ajceb-5604	132	4	models	model	NOUN
ajceb-5604	132	5	in	in	ADP
ajceb-5604	132	6	the	the	DET
ajceb-5604	132	7	evaluation	evaluation	NOUN
ajceb-5604	132	8	of	of	ADP
ajceb-5604	132	9	the	the	DET
ajceb-5604	132	10	models	model	NOUN
ajceb-5604	132	11	in	in	ADP
ajceb-5604	132	12	table	table	NOUN
ajceb-5604	132	13	3	3	NUM
ajceb-5604	132	14	,	,	PUNCT
ajceb-5604	132	15	the	the	DET
ajceb-5604	132	16	following	follow	VERB
ajceb-5604	132	17	tests	test	NOUN
ajceb-5604	132	18	were	be	AUX
ajceb-5604	132	19	carried	carry	VERB
ajceb-5604	132	20	out	out	ADP
ajceb-5604	132	21	.	.	PUNCT
ajceb-5604	133	1	the	the	DET
ajceb-5604	133	2	results	result	NOUN
ajceb-5604	133	3	indicate	indicate	VERB
ajceb-5604	133	4	the	the	DET
ajceb-5604	133	5	null	null	ADJ
ajceb-5604	133	6	hypothesis	hypothesis	NOUN
ajceb-5604	133	7	should	should	AUX
ajceb-5604	133	8	not	not	PART
ajceb-5604	133	9	be	be	AUX
ajceb-5604	133	10	rejected	reject	VERB
ajceb-5604	133	11	;	;	PUNCT
ajceb-5604	133	12	rather	rather	ADV
ajceb-5604	133	13	it	it	PRON
ajceb-5604	133	14	should	should	AUX
ajceb-5604	133	15	be	be	AUX
ajceb-5604	133	16	accepted	accept	VERB
ajceb-5604	133	17	.	.	PUNCT
ajceb-5604	134	1	from	from	ADP
ajceb-5604	134	2	the	the	DET
ajceb-5604	134	3	analysis	analysis	NOUN
ajceb-5604	134	4	in	in	ADP
ajceb-5604	134	5	table	table	NOUN
ajceb-5604	134	6	4	4	NUM
ajceb-5604	134	7	,	,	PUNCT
ajceb-5604	134	8	shapiro	shapiro	NOUN
ajceb-5604	134	9	-	-	PUNCT
ajceb-5604	134	10	wilk	wilk	NOUN
ajceb-5604	134	11	normality	normality	NOUN
ajceb-5604	134	12	test	test	NOUN
ajceb-5604	134	13	has	have	VERB
ajceb-5604	134	14	a	a	DET
ajceb-5604	134	15	t	t	PROPN
ajceb-5604	134	16	-	-	PUNCT
ajceb-5604	134	17	statistics	statistic	NOUN
ajceb-5604	134	18	value	value	NOUN
ajceb-5604	134	19	and	and	CCONJ
ajceb-5604	134	20	p	p	NOUN
ajceb-5604	134	21	-	-	PUNCT
ajceb-5604	134	22	value	value	NOUN
ajceb-5604	134	23	within	within	ADP
ajceb-5604	134	24	the	the	DET
ajceb-5604	134	25	acceptable	acceptable	ADJ
ajceb-5604	134	26	,	,	PUNCT
ajceb-5604	134	27	hence	hence	ADV
ajceb-5604	134	28	the	the	DET
ajceb-5604	134	29	models	model	NOUN
ajceb-5604	134	30	fail	fail	VERB
ajceb-5604	134	31	to	to	PART
ajceb-5604	134	32	reject	reject	VERB
ajceb-5604	134	33	the	the	DET
ajceb-5604	134	34	null	null	ADJ
ajceb-5604	134	35	hypothesis	hypothesis	NOUN
ajceb-5604	134	36	of	of	ADP
ajceb-5604	134	37	normality	normality	NOUN
ajceb-5604	134	38	of	of	ADP
ajceb-5604	134	39	the	the	DET
ajceb-5604	134	40	model	model	NOUN
ajceb-5604	134	41	residual	residual	ADJ
ajceb-5604	134	42	.	.	PUNCT
ajceb-5604	135	1	in	in	ADP
ajceb-5604	135	2	addition	addition	NOUN
ajceb-5604	135	3	,	,	PUNCT
ajceb-5604	135	4	one	one	NUM
ajceb-5604	135	5	sample	sample	NOUN
ajceb-5604	135	6	t	t	NOUN
ajceb-5604	135	7	-	-	PUNCT
ajceb-5604	135	8	test	test	NOUN
ajceb-5604	135	9	has	have	VERB
ajceb-5604	135	10	a	a	DET
ajceb-5604	135	11	t	t	PROPN
ajceb-5604	135	12	-	-	PUNCT
ajceb-5604	135	13	statistics	statistic	NOUN
ajceb-5604	135	14	and	and	CCONJ
ajceb-5604	135	15	p	p	NOUN
ajceb-5604	135	16	-	-	PUNCT
ajceb-5604	135	17	value	value	NOUN
ajceb-5604	135	18	within	within	ADP
ajceb-5604	135	19	the	the	DET
ajceb-5604	135	20	acceptable	acceptable	ADJ
ajceb-5604	135	21	,	,	PUNCT
ajceb-5604	135	22	hence	hence	ADV
ajceb-5604	135	23	the	the	DET
ajceb-5604	135	24	models	model	NOUN
ajceb-5604	135	25	fail	fail	VERB
ajceb-5604	135	26	to	to	PART
ajceb-5604	135	27	reject	reject	VERB
ajceb-5604	135	28	the	the	DET
ajceb-5604	135	29	null	null	ADJ
ajceb-5604	135	30	hypothesis	hypothesis	NOUN
ajceb-5604	135	31	indicating	indicate	VERB
ajceb-5604	135	32	that	that	SCONJ
ajceb-5604	135	33	true	true	ADJ
ajceb-5604	135	34	mean	mean	NOUN
ajceb-5604	135	35	is	be	AUX
ajceb-5604	135	36	not	not	PART
ajceb-5604	135	37	equal	equal	ADJ
ajceb-5604	135	38	to	to	ADP
ajceb-5604	135	39	zero	zero	NUM
ajceb-5604	135	40	(	(	PUNCT
ajceb-5604	135	41	see	see	VERB
ajceb-5604	135	42	figure	figure	NOUN
ajceb-5604	135	43	2	2	NUM
ajceb-5604	135	44	at	at	ADP
ajceb-5604	135	45	appendix	appendix	NOUN
ajceb-5604	135	46	)	)	PUNCT
ajceb-5604	135	47	.	.	PUNCT
ajceb-5604	136	1	these	these	PRON
ajceb-5604	136	2	confirm	confirm	VERB
ajceb-5604	136	3	that	that	SCONJ
ajceb-5604	136	4	the	the	DET
ajceb-5604	136	5	residuals	residual	NOUN
ajceb-5604	136	6	from	from	ADP
ajceb-5604	136	7	the	the	DET
ajceb-5604	136	8	fitted	fit	VERB
ajceb-5604	136	9	model	model	NOUN
ajceb-5604	136	10	arimax	arimax	PROPN
ajceb-5604	136	11	(	(	PUNCT
ajceb-5604	136	12	0	0	NUM
ajceb-5604	136	13	,	,	PUNCT
ajceb-5604	136	14	2	2	NUM
ajceb-5604	136	15	,	,	PUNCT
ajceb-5604	136	16	1	1	NUM
ajceb-5604	136	17	)	)	PUNCT
ajceb-5604	136	18	–	–	PUNCT
ajceb-5604	136	19	tpi	tpi	PROPN
ajceb-5604	136	20	are	be	AUX
ajceb-5604	136	21	independent	independent	ADJ
ajceb-5604	136	22	and	and	CCONJ
ajceb-5604	136	23	normally	normally	ADV
ajceb-5604	136	24	distributed	distribute	VERB
ajceb-5604	136	25	.	.	PUNCT
ajceb-5604	137	1	in	in	ADP
ajceb-5604	137	2	addition	addition	NOUN
ajceb-5604	137	3	,	,	PUNCT
ajceb-5604	137	4	box	box	NOUN
ajceb-5604	137	5	-	-	PUNCT
ajceb-5604	137	6	ljung	ljung	PROPN
ajceb-5604	137	7	test	test	NOUN
ajceb-5604	137	8	fails	fail	VERB
ajceb-5604	137	9	to	to	PART
ajceb-5604	137	10	reject	reject	VERB
ajceb-5604	137	11	the	the	DET
ajceb-5604	137	12	null	null	ADJ
ajceb-5604	137	13	hypothesis	hypothesis	NOUN
ajceb-5604	137	14	of	of	ADP
ajceb-5604	137	15	independence	independence	NOUN
ajceb-5604	137	16	,	,	PUNCT
ajceb-5604	137	17	thus	thus	ADV
ajceb-5604	137	18	,	,	PUNCT
ajceb-5604	137	19	the	the	DET
ajceb-5604	137	20	data	datum	NOUN
ajceb-5604	137	21	was	be	AUX
ajceb-5604	137	22	significant	significant	ADJ
ajceb-5604	137	23	.	.	PUNCT
ajceb-5604	138	1	kissi	kissi	PROPN
ajceb-5604	138	2	,	,	PUNCT
ajceb-5604	138	3	adjei	adjei	PROPN
ajceb-5604	138	4	-	-	PUNCT
ajceb-5604	138	5	kumi	kumi	PROPN
ajceb-5604	138	6	,	,	PUNCT
ajceb-5604	138	7	amoah	amoah	NOUN
ajceb-5604	138	8	and	and	CCONJ
ajceb-5604	138	9	gyimah	gyimah	NOUN
ajceb-5604	138	10	construction	construction	NOUN
ajceb-5604	138	11	economics	economic	NOUN
ajceb-5604	138	12	and	and	CCONJ
ajceb-5604	138	13	building	building	NOUN
ajceb-5604	138	14	,	,	PUNCT
ajceb-5604	138	15	vol	vol	NOUN
ajceb-5604	138	16	.	.	PROPN
ajceb-5604	138	17	18	18	NUM
ajceb-5604	138	18	,	,	PUNCT
ajceb-5604	138	19	no	no	INTJ
ajceb-5604	138	20	.	.	NOUN
ajceb-5604	138	21	1	1	NUM
ajceb-5604	138	22	,	,	PUNCT
ajceb-5604	138	23	march	march	NOUN
ajceb-5604	138	24	201876	201876	NUM
ajceb-5604	138	25	table	table	NOUN
ajceb-5604	138	26	4	4	NUM
ajceb-5604	138	27	parameter	parameter	NOUN
ajceb-5604	138	28	for	for	ADP
ajceb-5604	138	29	evaluation	evaluation	NOUN
ajceb-5604	138	30	of	of	ADP
ajceb-5604	138	31	the	the	DET
ajceb-5604	138	32	models	model	NOUN
ajceb-5604	138	33	residuals	residual	NOUN
ajceb-5604	138	34	parameter	parameter	NOUN
ajceb-5604	138	35	for	for	ADP
ajceb-5604	138	36	evaluation	evaluation	NOUN
ajceb-5604	138	37	of	of	ADP
ajceb-5604	138	38	the	the	DET
ajceb-5604	138	39	models	model	NOUN
ajceb-5604	138	40	box	box	NOUN
ajceb-5604	138	41	-	-	PUNCT
ajceb-5604	138	42	ljung	ljung	PROPN
ajceb-5604	138	43	test	test	NOUN
ajceb-5604	138	44	x	x	VERB
ajceb-5604	138	45	-	-	VERB
ajceb-5604	138	46	squared	square	VERB
ajceb-5604	138	47	p	p	ADJ
ajceb-5604	138	48	-	-	PUNCT
ajceb-5604	138	49	value	value	NOUN
ajceb-5604	138	50	null	null	ADJ
ajceb-5604	138	51	hypothesis	hypothesis	NOUN
ajceb-5604	138	52	decision	decision	NOUN
ajceb-5604	138	53	8.4609	8.4609	NUM
ajceb-5604	138	54	0.7482	0.7482	NUM
ajceb-5604	138	55	independent	independent	ADJ
ajceb-5604	138	56	fail	fail	NOUN
ajceb-5604	138	57	to	to	PART
ajceb-5604	138	58	reject	reject	VERB
ajceb-5604	138	59	8.5162	8.5162	NUM
ajceb-5604	138	60	0.7436	0.7436	NUM
ajceb-5604	138	61	independent	independent	ADJ
ajceb-5604	138	62	fail	fail	NOUN
ajceb-5604	138	63	to	to	PART
ajceb-5604	138	64	reject	reject	VERB
ajceb-5604	138	65	8.6825	8.6825	NUM
ajceb-5604	138	66	0.7298	0.7298	NUM
ajceb-5604	138	67	independent	independent	ADJ
ajceb-5604	138	68	fail	fail	NOUN
ajceb-5604	138	69	to	to	PART
ajceb-5604	138	70	reject	reject	VERB
ajceb-5604	138	71	8.6183	8.6183	NUM
ajceb-5604	138	72	0.7351	0.7351	NUM
ajceb-5604	138	73	independent	independent	ADJ
ajceb-5604	138	74	fail	fail	NOUN
ajceb-5604	138	75	to	to	PART
ajceb-5604	138	76	reject	reject	VERB
ajceb-5604	138	77	one	one	NUM
ajceb-5604	138	78	sample	sample	NOUN
ajceb-5604	138	79	t	t	NOUN
ajceb-5604	138	80	-	-	PUNCT
ajceb-5604	138	81	test	test	NOUN
ajceb-5604	138	82	t	t	PROPN
ajceb-5604	138	83	-	-	PUNCT
ajceb-5604	138	84	statistics	statistic	NOUN
ajceb-5604	138	85	p	p	ADJ
ajceb-5604	138	86	-	-	PUNCT
ajceb-5604	138	87	value	value	NOUN
ajceb-5604	138	88	null	null	ADJ
ajceb-5604	138	89	hypothesis	hypothesis	NOUN
ajceb-5604	138	90	decision	decision	NOUN
ajceb-5604	138	91	0.93909	0.93909	NUM
ajceb-5604	138	92	0.3554	0.3554	NUM
ajceb-5604	138	93	zero	zero	NUM
ajceb-5604	138	94	mean	mean	VERB
ajceb-5604	138	95	fail	fail	VERB
ajceb-5604	138	96	to	to	PART
ajceb-5604	138	97	reject	reject	VERB
ajceb-5604	138	98	0.99693	0.99693	NUM
ajceb-5604	138	99	0.3270	0.3270	NUM
ajceb-5604	138	100	zero	zero	NUM
ajceb-5604	138	101	mean	mean	VERB
ajceb-5604	139	1	fail	fail	VERB
ajceb-5604	139	2	to	to	PART
ajceb-5604	139	3	reject	reject	VERB
ajceb-5604	139	4	0.95820	0.95820	NUM
ajceb-5604	139	5	0.3459	0.3459	NUM
ajceb-5604	139	6	zero	zero	NUM
ajceb-5604	139	7	mean	mean	VERB
ajceb-5604	139	8	fail	fail	VERB
ajceb-5604	139	9	to	to	PART
ajceb-5604	139	10	reject	reject	VERB
ajceb-5604	139	11	0.98542	0.98542	NUM
ajceb-5604	139	12	0.3326	0.3326	NUM
ajceb-5604	139	13	zero	zero	NUM
ajceb-5604	139	14	mean	mean	VERB
ajceb-5604	139	15	fail	fail	VERB
ajceb-5604	139	16	to	to	PART
ajceb-5604	139	17	reject	reject	VERB
ajceb-5604	139	18	shapiro	shapiro	PROPN
ajceb-5604	139	19	-	-	PUNCT
ajceb-5604	139	20	wilk	wilk	NOUN
ajceb-5604	139	21	normality	normality	NOUN
ajceb-5604	139	22	test	test	NOUN
ajceb-5604	139	23	w	w	ADP
ajceb-5604	139	24	p	p	NOUN
ajceb-5604	139	25	-	-	PUNCT
ajceb-5604	139	26	value	value	NOUN
ajceb-5604	139	27	null	null	ADJ
ajceb-5604	139	28	hypothesis	hypothesis	NOUN
ajceb-5604	139	29	decision	decision	NOUN
ajceb-5604	139	30	0.97270	0.97270	NUM
ajceb-5604	139	31	0.6152	0.6152	NUM
ajceb-5604	139	32	normality	normality	NOUN
ajceb-5604	139	33	fail	fail	VERB
ajceb-5604	139	34	to	to	PART
ajceb-5604	139	35	reject	reject	VERB
ajceb-5604	139	36	0.97412	0.97412	NUM
ajceb-5604	139	37	0.6568	0.6568	NUM
ajceb-5604	139	38	normality	normality	NOUN
ajceb-5604	139	39	fail	fail	VERB
ajceb-5604	139	40	to	to	PART
ajceb-5604	139	41	reject	reject	VERB
ajceb-5604	139	42	0.97095	0.97095	NUM
ajceb-5604	139	43	0.5655	0.5655	NUM
ajceb-5604	139	44	normality	normality	NOUN
ajceb-5604	139	45	fail	fail	VERB
ajceb-5604	139	46	to	to	PART
ajceb-5604	139	47	reject	reject	VERB
ajceb-5604	139	48	0.97325	0.97325	NUM
ajceb-5604	139	49	0.6315	0.6315	NUM
ajceb-5604	139	50	normality	normality	NOUN
ajceb-5604	139	51	fail	fail	VERB
ajceb-5604	139	52	to	to	PART
ajceb-5604	139	53	reject	reject	VERB
ajceb-5604	139	54	goodness	goodness	NOUN
ajceb-5604	139	55	of	of	ADP
ajceb-5604	139	56	fit	fit	NOUN
ajceb-5604	139	57	of	of	ADP
ajceb-5604	139	58	the	the	DET
ajceb-5604	139	59	models	model	NOUN
ajceb-5604	139	60	the	the	DET
ajceb-5604	139	61	goodness	goodness	NOUN
ajceb-5604	139	62	of	of	ADP
ajceb-5604	139	63	fits	fit	VERB
ajceb-5604	139	64	analysis	analysis	NOUN
ajceb-5604	139	65	was	be	AUX
ajceb-5604	139	66	done	do	VERB
ajceb-5604	139	67	alongside	alongside	ADV
ajceb-5604	139	68	with	with	ADP
ajceb-5604	139	69	benchmark	benchmark	ADJ
ajceb-5604	139	70	model	model	NOUN
ajceb-5604	139	71	of	of	ADP
ajceb-5604	139	72	the	the	DET
ajceb-5604	139	73	three	three	NUM
ajceb-5604	139	74	main	main	ADJ
ajceb-5604	139	75	arimax	arimax	NOUN
ajceb-5604	139	76	models	model	NOUN
ajceb-5604	139	77	(	(	PUNCT
ajceb-5604	139	78	0	0	NUM
ajceb-5604	139	79	,	,	PUNCT
ajceb-5604	139	80	2	2	NUM
ajceb-5604	139	81	,	,	PUNCT
ajceb-5604	139	82	1	1	NUM
ajceb-5604	139	83	)	)	PUNCT
ajceb-5604	139	84	in	in	ADP
ajceb-5604	139	85	table	table	NOUN
ajceb-5604	139	86	3	3	NUM
ajceb-5604	139	87	.	.	PUNCT
ajceb-5604	140	1	the	the	DET
ajceb-5604	140	2	model	model	NOUN
ajceb-5604	140	3	comparison	comparison	NOUN
ajceb-5604	140	4	was	be	AUX
ajceb-5604	140	5	done	do	VERB
ajceb-5604	140	6	based	base	VERB
ajceb-5604	140	7	on	on	ADP
ajceb-5604	140	8	in	in	ADP
ajceb-5604	140	9	-	-	PUNCT
ajceb-5604	140	10	sample	sample	NOUN
ajceb-5604	140	11	and	and	CCONJ
ajceb-5604	140	12	out	out	ADJ
ajceb-5604	140	13	-	-	PUNCT
ajceb-5604	140	14	sample	sample	NOUN
ajceb-5604	140	15	data	datum	NOUN
ajceb-5604	140	16	.	.	PUNCT
ajceb-5604	141	1	the	the	DET
ajceb-5604	141	2	in	in	ADP
ajceb-5604	141	3	-	-	PUNCT
ajceb-5604	141	4	sample	sample	NOUN
ajceb-5604	141	5	data	datum	NOUN
ajceb-5604	141	6	consist	consist	NOUN
ajceb-5604	141	7	of	of	ADP
ajceb-5604	141	8	the	the	DET
ajceb-5604	141	9	actual	actual	ADJ
ajceb-5604	141	10	data	datum	NOUN
ajceb-5604	141	11	used	use	VERB
ajceb-5604	141	12	in	in	ADP
ajceb-5604	141	13	fitting	fit	VERB
ajceb-5604	141	14	the	the	DET
ajceb-5604	141	15	models	model	NOUN
ajceb-5604	141	16	(	(	PUNCT
ajceb-5604	141	17	30	30	NUM
ajceb-5604	141	18	quarters	quarter	NOUN
ajceb-5604	141	19	)	)	PUNCT
ajceb-5604	141	20	whiles	while	VERB
ajceb-5604	141	21	the	the	DET
ajceb-5604	141	22	out	out	ADJ
ajceb-5604	141	23	-	-	PUNCT
ajceb-5604	141	24	sample	sample	NOUN
ajceb-5604	141	25	data	datum	NOUN
ajceb-5604	141	26	consist	consist	NOUN
ajceb-5604	141	27	of	of	ADP
ajceb-5604	141	28	the	the	DET
ajceb-5604	141	29	remaining	remain	VERB
ajceb-5604	141	30	data	datum	NOUN
ajceb-5604	141	31	(	(	PUNCT
ajceb-5604	141	32	three	three	NUM
ajceb-5604	141	33	and	and	CCONJ
ajceb-5604	141	34	four	four	NUM
ajceb-5604	141	35	of	of	ADP
ajceb-5604	141	36	2016	2016	NUM
ajceb-5604	141	37	)	)	PUNCT
ajceb-5604	141	38	.	.	PUNCT
ajceb-5604	142	1	the	the	DET
ajceb-5604	142	2	in	in	ADP
ajceb-5604	142	3	-	-	PUNCT
ajceb-5604	142	4	sample	sample	NOUN
ajceb-5604	142	5	performance	performance	NOUN
ajceb-5604	142	6	of	of	ADP
ajceb-5604	142	7	models	model	NOUN
ajceb-5604	142	8	were	be	AUX
ajceb-5604	142	9	evaluated	evaluate	VERB
ajceb-5604	142	10	using	use	VERB
ajceb-5604	142	11	,	,	PUNCT
ajceb-5604	142	12	mean	mean	VERB
ajceb-5604	142	13	absolute	absolute	ADJ
ajceb-5604	142	14	percentage	percentage	NOUN
ajceb-5604	142	15	error	error	NOUN
ajceb-5604	142	16	(	(	PUNCT
ajceb-5604	142	17	mape	mape	NOUN
ajceb-5604	142	18	)	)	PUNCT
ajceb-5604	142	19	,	,	PUNCT
ajceb-5604	142	20	theil	theil	PROPN
ajceb-5604	142	21	’s	’s	PART
ajceb-5604	142	22	inequality	inequality	PROPN
ajceb-5604	142	23	coefficient	coefficient	PROPN
ajceb-5604	142	24	u	u	NOUN
ajceb-5604	142	25	,	,	PUNCT
ajceb-5604	142	26	mean	mean	VERB
ajceb-5604	142	27	absolute	absolute	ADJ
ajceb-5604	142	28	error	error	NOUN
ajceb-5604	142	29	(	(	PUNCT
ajceb-5604	142	30	mae	mae	PROPN
ajceb-5604	142	31	)	)	PUNCT
ajceb-5604	142	32	,	,	PUNCT
ajceb-5604	142	33	mean	mean	VERB
ajceb-5604	142	34	square	square	ADJ
ajceb-5604	142	35	error	error	NOUN
ajceb-5604	142	36	(	(	PUNCT
ajceb-5604	142	37	mse	mse	NOUN
ajceb-5604	142	38	)	)	PUNCT
ajceb-5604	142	39	and	and	CCONJ
ajceb-5604	142	40	root	root	NOUN
ajceb-5604	142	41	mean	mean	ADJ
ajceb-5604	142	42	square	square	ADJ
ajceb-5604	142	43	error	error	NOUN
ajceb-5604	142	44	(	(	PUNCT
ajceb-5604	142	45	rmse	rmse	NOUN
ajceb-5604	142	46	)	)	PUNCT
ajceb-5604	142	47	in	in	ADP
ajceb-5604	142	48	table	table	NOUN
ajceb-5604	142	49	5	5	NUM
ajceb-5604	142	50	.	.	PUNCT
ajceb-5604	143	1	however	however	ADV
ajceb-5604	143	2	,	,	PUNCT
ajceb-5604	143	3	in	in	ADP
ajceb-5604	143	4	similar	similar	ADJ
ajceb-5604	143	5	studies	study	NOUN
ajceb-5604	143	6	by	by	ADP
ajceb-5604	143	7	ng	ng	PROPN
ajceb-5604	143	8	and	and	CCONJ
ajceb-5604	143	9	wong	wong	PROPN
ajceb-5604	143	10	(	(	PUNCT
ajceb-5604	143	11	2010	2010	NUM
ajceb-5604	143	12	)	)	PUNCT
ajceb-5604	143	13	,	,	PUNCT
ajceb-5604	143	14	goh	goh	PROPN
ajceb-5604	143	15	and	and	CCONJ
ajceb-5604	143	16	teo	teo	PROPN
ajceb-5604	143	17	(	(	PUNCT
ajceb-5604	143	18	2000	2000	NUM
ajceb-5604	143	19	)	)	PUNCT
ajceb-5604	143	20	and	and	CCONJ
ajceb-5604	143	21	oshodi	oshodi	NOUN
ajceb-5604	143	22	,	,	PUNCT
ajceb-5604	143	23	et	et	PROPN
ajceb-5604	143	24	al	al	PROPN
ajceb-5604	143	25	.	.	PROPN
ajceb-5604	143	26	(	(	PUNCT
ajceb-5604	143	27	2017	2017	NUM
ajceb-5604	143	28	)	)	PUNCT
ajceb-5604	143	29	mean	mean	VERB
ajceb-5604	143	30	absolute	absolute	ADJ
ajceb-5604	143	31	percentage	percentage	NOUN
ajceb-5604	143	32	error	error	NOUN
ajceb-5604	143	33	(	(	PUNCT
ajceb-5604	143	34	mape	mape	NOUN
ajceb-5604	143	35	)	)	PUNCT
ajceb-5604	143	36	and	and	CCONJ
ajceb-5604	143	37	the	the	DET
ajceb-5604	143	38	theil	theil	PROPN
ajceb-5604	143	39	’s	’s	PART
ajceb-5604	143	40	inequality	inequality	NOUN
ajceb-5604	143	41	coefficient	coefficient	NOUN
ajceb-5604	143	42	u	u	NOUN
ajceb-5604	143	43	were	be	AUX
ajceb-5604	143	44	used	use	VERB
ajceb-5604	143	45	to	to	PART
ajceb-5604	143	46	assess	assess	VERB
ajceb-5604	143	47	the	the	DET
ajceb-5604	143	48	predictive	predictive	ADJ
ajceb-5604	143	49	precision	precision	NOUN
ajceb-5604	143	50	of	of	ADP
ajceb-5604	143	51	the	the	DET
ajceb-5604	143	52	model	model	NOUN
ajceb-5604	143	53	.	.	PUNCT
ajceb-5604	144	1	according	accord	VERB
ajceb-5604	144	2	to	to	ADP
ajceb-5604	144	3	oshodi	oshodi	PROPN
ajceb-5604	144	4	,	,	PUNCT
ajceb-5604	144	5	et	et	PROPN
ajceb-5604	144	6	al	al	PROPN
ajceb-5604	144	7	.	.	PROPN
ajceb-5604	145	1	(	(	PUNCT
ajceb-5604	145	2	2017	2017	NUM
ajceb-5604	145	3	)	)	PUNCT
ajceb-5604	145	4	and	and	CCONJ
ajceb-5604	145	5	crone	crone	NOUN
ajceb-5604	145	6	,	,	PUNCT
ajceb-5604	145	7	et	et	PROPN
ajceb-5604	145	8	al	al	PROPN
ajceb-5604	145	9	.	.	PUNCT
ajceb-5604	146	1	(	(	PUNCT
ajceb-5604	146	2	2011	2011	NUM
ajceb-5604	146	3	)	)	PUNCT
ajceb-5604	146	4	a	a	DET
ajceb-5604	146	5	good	good	ADJ
ajceb-5604	146	6	model	model	NOUN
ajceb-5604	146	7	would	would	AUX
ajceb-5604	146	8	yield	yield	VERB
ajceb-5604	146	9	reliable	reliable	ADJ
ajceb-5604	146	10	result	result	NOUN
ajceb-5604	146	11	across	across	ADP
ajceb-5604	146	12	several	several	ADJ
ajceb-5604	146	13	metrics	metric	NOUN
ajceb-5604	146	14	.	.	PUNCT
ajceb-5604	147	1	it	it	PRON
ajceb-5604	147	2	further	far	ADV
ajceb-5604	147	3	argued	argue	VERB
ajceb-5604	147	4	that	that	SCONJ
ajceb-5604	147	5	for	for	ADP
ajceb-5604	147	6	a	a	DET
ajceb-5604	147	7	prediction	prediction	NOUN
ajceb-5604	147	8	to	to	PART
ajceb-5604	147	9	be	be	AUX
ajceb-5604	147	10	dependable	dependable	ADJ
ajceb-5604	147	11	and	and	CCONJ
ajceb-5604	147	12	tolerable	tolerable	ADJ
ajceb-5604	147	13	,	,	PUNCT
ajceb-5604	147	14	the	the	DET
ajceb-5604	147	15	value	value	NOUN
ajceb-5604	147	16	of	of	ADP
ajceb-5604	147	17	mape	mape	NOUN
ajceb-5604	147	18	should	should	AUX
ajceb-5604	147	19	be	be	AUX
ajceb-5604	147	20	less	less	ADJ
ajceb-5604	147	21	than	than	ADP
ajceb-5604	147	22	10	10	NUM
ajceb-5604	147	23	%	%	NOUN
ajceb-5604	147	24	and	and	CCONJ
ajceb-5604	147	25	theil	theil	PROPN
ajceb-5604	147	26	’s	’s	PART
ajceb-5604	147	27	inequality	inequality	NOUN
ajceb-5604	147	28	coefficient	coefficient	NOUN
ajceb-5604	147	29	u	u	PRON
ajceb-5604	147	30	should	should	AUX
ajceb-5604	147	31	be	be	AUX
ajceb-5604	147	32	close	close	ADJ
ajceb-5604	147	33	to	to	ADP
ajceb-5604	147	34	zero	zero	NUM
ajceb-5604	147	35	(	(	PUNCT
ajceb-5604	147	36	fan	fan	NOUN
ajceb-5604	147	37	,	,	PUNCT
ajceb-5604	147	38	et	et	PROPN
ajceb-5604	147	39	al	al	PROPN
ajceb-5604	147	40	.	.	PROPN
ajceb-5604	147	41	,	,	PUNCT
ajceb-5604	147	42	2010	2010	NUM
ajceb-5604	147	43	;	;	PUNCT
ajceb-5604	147	44	goh	goh	PROPN
ajceb-5604	147	45	and	and	CCONJ
ajceb-5604	147	46	teo	teo	PROPN
ajceb-5604	147	47	,	,	PUNCT
ajceb-5604	147	48	2000	2000	NUM
ajceb-5604	147	49	)	)	PUNCT
ajceb-5604	147	50	.	.	PUNCT
ajceb-5604	148	1	from	from	ADP
ajceb-5604	148	2	the	the	DET
ajceb-5604	148	3	in	in	ADP
ajceb-5604	148	4	-	-	PUNCT
ajceb-5604	148	5	sample	sample	NOUN
ajceb-5604	148	6	analysis	analysis	NOUN
ajceb-5604	148	7	of	of	ADP
ajceb-5604	148	8	the	the	DET
ajceb-5604	148	9	models	model	NOUN
ajceb-5604	148	10	based	base	VERB
ajceb-5604	148	11	on	on	ADP
ajceb-5604	148	12	the	the	DET
ajceb-5604	148	13	performance	performance	NOUN
ajceb-5604	148	14	metrics	metric	NOUN
ajceb-5604	148	15	,	,	PUNCT
ajceb-5604	148	16	model	model	NOUN
ajceb-5604	148	17	3	3	NUM
ajceb-5604	148	18	recorded	record	VERB
ajceb-5604	148	19	least	least	ADJ
ajceb-5604	148	20	values	value	NOUN
ajceb-5604	148	21	performance	performance	NOUN
ajceb-5604	148	22	of	of	ADP
ajceb-5604	148	23	theil	theil	PROPN
ajceb-5604	148	24	’s	’s	PART
ajceb-5604	148	25	inequality	inequality	PROPN
ajceb-5604	148	26	coefficient	coefficient	PROPN
ajceb-5604	148	27	u	u	NOUN
ajceb-5604	148	28	,	,	PUNCT
ajceb-5604	148	29	mean	mean	ADJ
ajceb-5604	148	30	square	square	ADJ
ajceb-5604	148	31	error	error	NOUN
ajceb-5604	148	32	and	and	CCONJ
ajceb-5604	148	33	root	root	NOUN
ajceb-5604	148	34	mean	mean	NOUN
ajceb-5604	148	35	square	square	ADJ
ajceb-5604	148	36	error	error	NOUN
ajceb-5604	148	37	indicating	indicate	VERB
ajceb-5604	148	38	a	a	DET
ajceb-5604	148	39	strong	strong	ADJ
ajceb-5604	148	40	predicting	predicting	NOUN
ajceb-5604	148	41	ability	ability	NOUN
ajceb-5604	148	42	.	.	PUNCT
ajceb-5604	149	1	however	however	ADV
ajceb-5604	149	2	,	,	PUNCT
ajceb-5604	149	3	the	the	DET
ajceb-5604	149	4	model	model	NOUN
ajceb-5604	149	5	1	1	NUM
ajceb-5604	149	6	recorded	record	VERB
ajceb-5604	149	7	a	a	DET
ajceb-5604	149	8	least	least	ADJ
ajceb-5604	149	9	in	in	ADP
ajceb-5604	149	10	mean	mean	ADJ
ajceb-5604	149	11	absolute	absolute	ADJ
ajceb-5604	149	12	percentage	percentage	NOUN
ajceb-5604	149	13	error	error	NOUN
ajceb-5604	149	14	and	and	CCONJ
ajceb-5604	149	15	mean	mean	VERB
ajceb-5604	149	16	absolute	absolute	ADJ
ajceb-5604	149	17	error	error	NOUN
ajceb-5604	149	18	indicating	indicate	VERB
ajceb-5604	149	19	that	that	SCONJ
ajceb-5604	149	20	it	it	PRON
ajceb-5604	149	21	has	have	VERB
ajceb-5604	149	22	a	a	DET
ajceb-5604	149	23	strong	strong	ADJ
ajceb-5604	149	24	performance	performance	NOUN
ajceb-5604	149	25	indicating	indicate	VERB
ajceb-5604	149	26	can	can	AUX
ajceb-5604	149	27	be	be	AUX
ajceb-5604	149	28	used	use	VERB
ajceb-5604	149	29	to	to	PART
ajceb-5604	149	30	predict	predict	VERB
ajceb-5604	149	31	tpi	tpi	NOUN
ajceb-5604	149	32	.	.	PUNCT
ajceb-5604	150	1	forecasting	forecast	VERB
ajceb-5604	150	2	construction	construction	NOUN
ajceb-5604	150	3	tender	tender	NOUN
ajceb-5604	150	4	price	price	NOUN
ajceb-5604	150	5	index	index	NOUN
ajceb-5604	150	6	in	in	ADP
ajceb-5604	150	7	ghana	ghana	PROPN
ajceb-5604	150	8	using	use	VERB
ajceb-5604	150	9	autoregressive	autoregressive	ADJ
ajceb-5604	150	10	integrated	integrated	ADJ
ajceb-5604	150	11	moving	move	VERB
ajceb-5604	150	12	average	average	NOUN
ajceb-5604	150	13	with	with	ADP
ajceb-5604	150	14	exogenous	exogenous	ADJ
ajceb-5604	150	15	variables	variable	NOUN
ajceb-5604	150	16	model	model	VERB
ajceb-5604	150	17	construction	construction	NOUN
ajceb-5604	150	18	economics	economic	NOUN
ajceb-5604	150	19	and	and	CCONJ
ajceb-5604	150	20	building	building	NOUN
ajceb-5604	150	21	,	,	PUNCT
ajceb-5604	150	22	vol	vol	NOUN
ajceb-5604	150	23	.	.	PROPN
ajceb-5604	150	24	18	18	NUM
ajceb-5604	150	25	,	,	PUNCT
ajceb-5604	150	26	no	no	INTJ
ajceb-5604	150	27	.	.	NOUN
ajceb-5604	150	28	1	1	NUM
ajceb-5604	150	29	,	,	PUNCT
ajceb-5604	150	30	march	march	PROPN
ajceb-5604	150	31	201877	201877	NUM
ajceb-5604	151	1	https://www.google.com.gh/url?sa=t&rct=j&q=&esrc=s&source=web&cd=12&cad=rja&uact=8&ved=0ahukewjxtbz0hm_uahvjd8akhwe1a_y4chawcc0waq&url=http%3a%2f%2fwww.geosci-model-dev.net%2f7%2f1247%2f2014%2fgmd-7-1247-2014.pdf&usg=afqjcnheklxc-3_rb_tykklajab4iwjr_q&sig2=ewpgxjrdq3ihapsjorahtw	https://www.google.com.gh/url?sa=t&rct=j&q=&esrc=s&source=web&cd=12&cad=rja&uact=8&ved=0ahukewjxtbz0hm_uahvjd8akhwe1a_y4chawcc0waq&url=http%3a%2f%2fwww.geosci-model-dev.net%2f7%2f1247%2f2014%2fgmd-7-1247-2014.pdf&usg=afqjcnheklxc-3_rb_tykklajab4iwjr_q&sig2=ewpgxjrdq3ihapsjorahtw	NOUN
ajceb-5604	151	2	table	table	NOUN
ajceb-5604	151	3	5	5	NUM
ajceb-5604	151	4	mape	mape	NOUN
ajceb-5604	151	5	,	,	PUNCT
ajceb-5604	151	6	u	u	NOUN
ajceb-5604	151	7	,	,	PUNCT
ajceb-5604	151	8	mae	mae	PROPN
ajceb-5604	151	9	,	,	PUNCT
ajceb-5604	151	10	mse	mse	PROPN
ajceb-5604	151	11	and	and	CCONJ
ajceb-5604	151	12	rmse	rmse	NOUN
ajceb-5604	151	13	was	be	AUX
ajceb-5604	151	14	calculated	calculate	VERB
ajceb-5604	151	15	for	for	ADP
ajceb-5604	151	16	the	the	DET
ajceb-5604	151	17	models	model	NOUN
ajceb-5604	151	18	(	(	PUNCT
ajceb-5604	151	19	in	in	ADP
ajceb-5604	151	20	-	-	PUNCT
ajceb-5604	151	21	sample	sample	NOUN
ajceb-5604	151	22	)	)	PUNCT
ajceb-5604	151	23	parameters	parameter	NOUN
ajceb-5604	151	24	mape	mape	NOUN
ajceb-5604	151	25	coefficient	coefficient	PROPN
ajceb-5604	151	26	u	u	PROPN
ajceb-5604	151	27	mae	mae	PROPN
ajceb-5604	151	28	mse	mse	PROPN
ajceb-5604	151	29	rmse	rmse	PROPN
ajceb-5604	151	30	arima	arima	PROPN
ajceb-5604	151	31	2.05940	2.05940	NUM
ajceb-5604	151	32	0.01349991	0.01349991	NUM
ajceb-5604	151	33	3.324159	3.324159	NUM
ajceb-5604	151	34	19.24695	19.24695	NUM
ajceb-5604	151	35	4.387135	4.387135	NUM
ajceb-5604	151	36	arimax	arimax	ADJ
ajceb-5604	151	37	1	1	NUM
ajceb-5604	151	38	2.035043	2.035043	NUM
ajceb-5604	151	39	0.0133834	0.0133834	NUM
ajceb-5604	151	40	3.284110	3.284110	NUM
ajceb-5604	151	41	18.9128	18.9128	NUM
ajceb-5604	151	42	4.348885	4.348885	NUM
ajceb-5604	151	43	arimax	arimax	ADJ
ajceb-5604	151	44	2	2	NUM
ajceb-5604	151	45	2.037611	2.037611	NUM
ajceb-5604	151	46	0.0133947	0.0133947	NUM
ajceb-5604	151	47	3.286254	3.286254	NUM
ajceb-5604	151	48	18.94655	18.94655	NUM
ajceb-5604	151	49	4.352763	4.352763	NUM
ajceb-5604	151	50	arimax	arimax	ADJ
ajceb-5604	151	51	3	3	NUM
ajceb-5604	151	52	2.038525	2.038525	NUM
ajceb-5604	151	53	0.01337857	0.01337857	NUM
ajceb-5604	151	54	3.288228	3.288228	NUM
ajceb-5604	151	55	18.89961	18.89961	NUM
ajceb-5604	151	56	4.347368	4.347368	NUM
ajceb-5604	151	57	the	the	DET
ajceb-5604	151	58	out	out	ADJ
ajceb-5604	151	59	-	-	PUNCT
ajceb-5604	151	60	sample	sample	NOUN
ajceb-5604	151	61	data	datum	NOUN
ajceb-5604	151	62	performance	performance	NOUN
ajceb-5604	151	63	of	of	ADP
ajceb-5604	151	64	the	the	DET
ajceb-5604	151	65	models	model	NOUN
ajceb-5604	151	66	was	be	AUX
ajceb-5604	151	67	evaluated	evaluate	VERB
ajceb-5604	151	68	using	use	VERB
ajceb-5604	151	69	the	the	DET
ajceb-5604	151	70	time	time	NOUN
ajceb-5604	151	71	-	-	PUNCT
ajceb-5604	151	72	order	order	NOUN
ajceb-5604	151	73	handout	handout	NOUN
ajceb-5604	151	74	using	use	VERB
ajceb-5604	151	75	the	the	DET
ajceb-5604	151	76	data	datum	NOUN
ajceb-5604	151	77	that	that	PRON
ajceb-5604	151	78	was	be	AUX
ajceb-5604	151	79	left	leave	VERB
ajceb-5604	151	80	behind	behind	ADV
ajceb-5604	151	81	(	(	PUNCT
ajceb-5604	151	82	2016q3	2016q3	NUM
ajceb-5604	151	83	to	to	ADP
ajceb-5604	151	84	2016q4	2016q4	NUM
ajceb-5604	151	85	)	)	PUNCT
ajceb-5604	151	86	.	.	PUNCT
ajceb-5604	152	1	table	table	NOUN
ajceb-5604	152	2	6	6	NUM
ajceb-5604	152	3	contains	contain	VERB
ajceb-5604	152	4	the	the	DET
ajceb-5604	152	5	observed	observed	ADJ
ajceb-5604	152	6	tpi	tpi	NOUN
ajceb-5604	152	7	,	,	PUNCT
ajceb-5604	152	8	predicted	predict	VERB
ajceb-5604	152	9	values	value	NOUN
ajceb-5604	152	10	using	use	VERB
ajceb-5604	152	11	the	the	DET
ajceb-5604	152	12	various	various	ADJ
ajceb-5604	152	13	models	model	NOUN
ajceb-5604	152	14	and	and	CCONJ
ajceb-5604	152	15	the	the	DET
ajceb-5604	152	16	performance	performance	NOUN
ajceb-5604	152	17	metrics	metric	NOUN
ajceb-5604	152	18	each	each	PRON
ajceb-5604	152	19	of	of	ADP
ajceb-5604	152	20	the	the	DET
ajceb-5604	152	21	mode	mode	NOUN
ajceb-5604	152	22	(	(	PUNCT
ajceb-5604	152	23	mape	mape	NOUN
ajceb-5604	152	24	,	,	PUNCT
ajceb-5604	152	25	theil	theil	PROPN
ajceb-5604	152	26	’s	’s	PART
ajceb-5604	152	27	inequality	inequality	NOUN
ajceb-5604	152	28	coefficient	coefficient	NOUN
ajceb-5604	152	29	u	u	NOUN
ajceb-5604	152	30	and	and	CCONJ
ajceb-5604	152	31	mae	mae	PROPN
ajceb-5604	152	32	)	)	PUNCT
ajceb-5604	152	33	.	.	PUNCT
ajceb-5604	153	1	from	from	ADP
ajceb-5604	153	2	the	the	DET
ajceb-5604	153	3	performance	performance	NOUN
ajceb-5604	153	4	metrics	metric	NOUN
ajceb-5604	153	5	arimax	arimax	ADJ
ajceb-5604	153	6	model	model	NOUN
ajceb-5604	153	7	1	1	NUM
ajceb-5604	153	8	with	with	ADP
ajceb-5604	153	9	composite	composite	ADJ
ajceb-5604	153	10	consumer	consumer	NOUN
ajceb-5604	153	11	price	price	NOUN
ajceb-5604	153	12	index	index	NOUN
ajceb-5604	153	13	recorded	record	VERB
ajceb-5604	153	14	the	the	DET
ajceb-5604	153	15	least	least	ADJ
ajceb-5604	153	16	values	value	NOUN
ajceb-5604	153	17	as	as	ADP
ajceb-5604	153	18	compared	compare	VERB
ajceb-5604	153	19	to	to	ADP
ajceb-5604	153	20	other	other	ADJ
ajceb-5604	153	21	models	model	NOUN
ajceb-5604	153	22	in	in	ADP
ajceb-5604	153	23	table	table	NOUN
ajceb-5604	153	24	6	6	NUM
ajceb-5604	153	25	,	,	PUNCT
ajceb-5604	153	26	indicating	indicate	VERB
ajceb-5604	153	27	that	that	SCONJ
ajceb-5604	153	28	it	it	PRON
ajceb-5604	153	29	can	can	AUX
ajceb-5604	153	30	give	give	VERB
ajceb-5604	153	31	better	well	ADJ
ajceb-5604	153	32	predictive	predictive	ADJ
ajceb-5604	153	33	values	value	NOUN
ajceb-5604	153	34	.	.	PUNCT
ajceb-5604	154	1	in	in	ADP
ajceb-5604	154	2	buttressing	buttress	VERB
ajceb-5604	154	3	this	this	PRON
ajceb-5604	154	4	,	,	PUNCT
ajceb-5604	154	5	its	its	PRON
ajceb-5604	154	6	predicted	predict	VERB
ajceb-5604	154	7	values	value	NOUN
ajceb-5604	154	8	were	be	AUX
ajceb-5604	154	9	closer	close	ADJ
ajceb-5604	154	10	to	to	ADP
ajceb-5604	154	11	the	the	DET
ajceb-5604	154	12	observed	observed	ADJ
ajceb-5604	154	13	values	value	NOUN
ajceb-5604	154	14	as	as	SCONJ
ajceb-5604	154	15	compared	compare	VERB
ajceb-5604	154	16	to	to	ADP
ajceb-5604	154	17	the	the	DET
ajceb-5604	154	18	other	other	ADJ
ajceb-5604	154	19	models	model	NOUN
ajceb-5604	154	20	.	.	PUNCT
ajceb-5604	155	1	in	in	ADP
ajceb-5604	155	2	addition	addition	NOUN
ajceb-5604	155	3	,	,	PUNCT
ajceb-5604	155	4	the	the	DET
ajceb-5604	155	5	arimax	arimax	ADJ
ajceb-5604	155	6	model	model	NOUN
ajceb-5604	155	7	3	3	NUM
ajceb-5604	155	8	with	with	ADP
ajceb-5604	155	9	exogenous	exogenous	ADJ
ajceb-5604	155	10	variables	variable	NOUN
ajceb-5604	155	11	composite	composite	ADJ
ajceb-5604	155	12	consumer	consumer	NOUN
ajceb-5604	155	13	price	price	NOUN
ajceb-5604	155	14	index	index	NOUN
ajceb-5604	155	15	will	will	AUX
ajceb-5604	155	16	give	give	VERB
ajceb-5604	155	17	second	second	ADV
ajceb-5604	155	18	better	well	ADJ
ajceb-5604	155	19	predictive	predictive	ADJ
ajceb-5604	155	20	values	value	NOUN
ajceb-5604	155	21	while	while	SCONJ
ajceb-5604	155	22	the	the	DET
ajceb-5604	155	23	arimax	arimax	PROPN
ajceb-5604	155	24	model	model	NOUN
ajceb-5604	155	25	2	2	NUM
ajceb-5604	155	26	with	with	ADP
ajceb-5604	155	27	producer	producer	NOUN
ajceb-5604	155	28	price	price	NOUN
ajceb-5604	155	29	index	index	NOUN
ajceb-5604	155	30	will	will	AUX
ajceb-5604	155	31	give	give	VERB
ajceb-5604	155	32	worst	bad	ADJ
ajceb-5604	155	33	possible	possible	ADJ
ajceb-5604	155	34	values	value	NOUN
ajceb-5604	155	35	in	in	ADP
ajceb-5604	155	36	terms	term	NOUN
ajceb-5604	155	37	of	of	ADP
ajceb-5604	155	38	prediction	prediction	NOUN
ajceb-5604	155	39	.	.	PUNCT
ajceb-5604	156	1	table	table	NOUN
ajceb-5604	156	2	6	6	NUM
ajceb-5604	156	3	out	out	NOUN
ajceb-5604	156	4	sample	sample	NOUN
ajceb-5604	156	5	forecast	forecast	NOUN
ajceb-5604	156	6	comparison	comparison	NOUN
ajceb-5604	156	7	parameter	parameter	NOUN
ajceb-5604	156	8	2016q3	2016q3	PROPN
ajceb-5604	156	9	2016q4	2016q4	NUM
ajceb-5604	156	10	mape	mape	NOUN
ajceb-5604	156	11	coefficient	coefficient	NOUN
ajceb-5604	156	12	u	u	PROPN
ajceb-5604	156	13	mae	mae	PROPN
ajceb-5604	156	14	observed	observed	ADJ
ajceb-5604	156	15	value	value	NOUN
ajceb-5604	156	16	237.41	237.41	NUM
ajceb-5604	156	17	241.52	241.52	NUM
ajceb-5604	156	18	arima	arima	NOUN
ajceb-5604	156	19	241.3	241.3	NUM
ajceb-5604	156	20	247.9	247.9	NUM
ajceb-5604	156	21	2.139892	2.139892	NUM
ajceb-5604	157	1	0.01092576	0.01092576	NUM
ajceb-5604	157	2	5.1348	5.1348	NUM
ajceb-5604	157	3	arimax	arimax	ADJ
ajceb-5604	157	4	1	1	NUM
ajceb-5604	157	5	241.2	241.2	NUM
ajceb-5604	157	6	247.8	247.8	NUM
ajceb-5604	157	7	2.102853	2.102853	NUM
ajceb-5604	157	8	0.01073732	0.01073732	NUM
ajceb-5604	157	9	5.0459	5.0459	NUM
ajceb-5604	157	10	arimax	arimax	ADJ
ajceb-5604	157	11	2	2	NUM
ajceb-5604	157	12	241.3	241.3	NUM
ajceb-5604	157	13	248.0	248.0	NUM
ajceb-5604	157	14	2.166210	2.166210	NUM
ajceb-5604	157	15	0.01106462	0.01106462	NUM
ajceb-5604	157	16	5.19805	5.19805	NUM
ajceb-5604	157	17	arimax	arimax	PROPN
ajceb-5604	157	18	3	3	NUM
ajceb-5604	157	19	241.2	241.2	NUM
ajceb-5604	157	20	247.9	247.9	NUM
ajceb-5604	157	21	2.125691	2.125691	NUM
ajceb-5604	157	22	0.01085559	0.01085559	NUM
ajceb-5604	157	23	5.10075	5.10075	NUM
ajceb-5604	157	24	discussion	discussion	NOUN
ajceb-5604	157	25	the	the	DET
ajceb-5604	157	26	outcome	outcome	NOUN
ajceb-5604	157	27	of	of	ADP
ajceb-5604	157	28	the	the	DET
ajceb-5604	157	29	findings	finding	NOUN
ajceb-5604	157	30	revealed	reveal	VERB
ajceb-5604	157	31	that	that	SCONJ
ajceb-5604	157	32	in	in	ADP
ajceb-5604	157	33	the	the	DET
ajceb-5604	157	34	building	building	NOUN
ajceb-5604	157	35	industry	industry	NOUN
ajceb-5604	157	36	tender	tender	NOUN
ajceb-5604	157	37	price	price	NOUN
ajceb-5604	157	38	levels	level	NOUN
ajceb-5604	157	39	can	can	AUX
ajceb-5604	157	40	be	be	AUX
ajceb-5604	157	41	affected	affect	VERB
ajceb-5604	157	42	by	by	ADP
ajceb-5604	157	43	several	several	ADJ
ajceb-5604	157	44	economic	economic	ADJ
ajceb-5604	157	45	indicators	indicator	NOUN
ajceb-5604	157	46	.	.	PUNCT
ajceb-5604	158	1	in	in	ADP
ajceb-5604	158	2	the	the	DET
ajceb-5604	158	3	ghanaian	ghanaian	ADJ
ajceb-5604	158	4	building	building	NOUN
ajceb-5604	158	5	environment	environment	NOUN
ajceb-5604	158	6	,	,	PUNCT
ajceb-5604	158	7	the	the	DET
ajceb-5604	158	8	analysis	analysis	NOUN
ajceb-5604	158	9	showed	show	VERB
ajceb-5604	158	10	that	that	SCONJ
ajceb-5604	158	11	composite	composite	ADJ
ajceb-5604	158	12	consumer	consumer	NOUN
ajceb-5604	158	13	price	price	NOUN
ajceb-5604	158	14	index	index	NOUN
ajceb-5604	158	15	and	and	CCONJ
ajceb-5604	158	16	producer	producer	NOUN
ajceb-5604	158	17	price	price	NOUN
ajceb-5604	158	18	index	index	NOUN
ajceb-5604	158	19	have	have	VERB
ajceb-5604	158	20	significant	significant	ADJ
ajceb-5604	158	21	relationships	relationship	NOUN
ajceb-5604	158	22	with	with	ADP
ajceb-5604	158	23	tender	tender	ADJ
ajceb-5604	158	24	price	price	NOUN
ajceb-5604	158	25	index	index	NOUN
ajceb-5604	158	26	.	.	PUNCT
ajceb-5604	159	1	this	this	PRON
ajceb-5604	159	2	suggest	suggest	VERB
ajceb-5604	159	3	these	these	DET
ajceb-5604	159	4	variables	variable	NOUN
ajceb-5604	159	5	have	have	VERB
ajceb-5604	159	6	the	the	DET
ajceb-5604	159	7	tendency	tendency	NOUN
ajceb-5604	159	8	to	to	PART
ajceb-5604	159	9	influence	influence	VERB
ajceb-5604	159	10	price	price	NOUN
ajceb-5604	159	11	levels	level	NOUN
ajceb-5604	159	12	in	in	ADP
ajceb-5604	159	13	the	the	DET
ajceb-5604	159	14	building	building	NOUN
ajceb-5604	159	15	industry	industry	NOUN
ajceb-5604	159	16	.	.	PUNCT
ajceb-5604	160	1	from	from	ADP
ajceb-5604	160	2	an	an	DET
ajceb-5604	160	3	economic	economic	ADJ
ajceb-5604	160	4	theory	theory	NOUN
ajceb-5604	160	5	,	,	PUNCT
ajceb-5604	160	6	composite	composite	ADJ
ajceb-5604	160	7	consumer	consumer	NOUN
ajceb-5604	160	8	price	price	NOUN
ajceb-5604	160	9	index	index	NOUN
ajceb-5604	160	10	and	and	CCONJ
ajceb-5604	160	11	producer	producer	NOUN
ajceb-5604	160	12	price	price	NOUN
ajceb-5604	160	13	both	both	DET
ajceb-5604	160	14	measure	measure	NOUN
ajceb-5604	160	15	price	price	NOUN
ajceb-5604	160	16	variations	variation	NOUN
ajceb-5604	160	17	for	for	ADP
ajceb-5604	160	18	goods	good	NOUN
ajceb-5604	160	19	and	and	CCONJ
ajceb-5604	160	20	services	service	NOUN
ajceb-5604	160	21	,	,	PUNCT
ajceb-5604	160	22	however	however	ADV
ajceb-5604	160	23	,	,	PUNCT
ajceb-5604	160	24	they	they	PRON
ajceb-5604	160	25	vary	vary	VERB
ajceb-5604	160	26	in	in	ADP
ajceb-5604	160	27	the	the	DET
ajceb-5604	160	28	composition	composition	NOUN
ajceb-5604	160	29	of	of	ADP
ajceb-5604	160	30	their	their	PRON
ajceb-5604	160	31	target	target	NOUN
ajceb-5604	160	32	sets	set	NOUN
ajceb-5604	160	33	of	of	ADP
ajceb-5604	160	34	goods	good	NOUN
ajceb-5604	160	35	and	and	CCONJ
ajceb-5604	160	36	services	service	NOUN
ajceb-5604	160	37	and	and	CCONJ
ajceb-5604	160	38	in	in	ADP
ajceb-5604	160	39	the	the	DET
ajceb-5604	160	40	type	type	NOUN
ajceb-5604	160	41	of	of	ADP
ajceb-5604	160	42	price	price	NOUN
ajceb-5604	160	43	collected	collect	VERB
ajceb-5604	160	44	for	for	ADP
ajceb-5604	160	45	those	those	DET
ajceb-5604	160	46	different	different	ADJ
ajceb-5604	160	47	goods	good	NOUN
ajceb-5604	160	48	and	and	CCONJ
ajceb-5604	160	49	services	service	NOUN
ajceb-5604	160	50	.	.	PUNCT
ajceb-5604	161	1	generally	generally	ADV
ajceb-5604	161	2	,	,	PUNCT
ajceb-5604	161	3	in	in	ADP
ajceb-5604	161	4	every	every	DET
ajceb-5604	161	5	economic	economic	ADJ
ajceb-5604	161	6	setting	setting	NOUN
ajceb-5604	161	7	ccpi	ccpi	ADV
ajceb-5604	161	8	remains	remain	VERB
ajceb-5604	161	9	a	a	DET
ajceb-5604	161	10	leading	lead	VERB
ajceb-5604	161	11	economic	economic	ADJ
ajceb-5604	161	12	indicator	indicator	NOUN
ajceb-5604	161	13	which	which	PRON
ajceb-5604	161	14	reflect	reflect	VERB
ajceb-5604	161	15	the	the	DET
ajceb-5604	161	16	changes	change	NOUN
ajceb-5604	161	17	in	in	ADP
ajceb-5604	161	18	price	price	NOUN
ajceb-5604	161	19	of	of	ADP
ajceb-5604	161	20	package	package	NOUN
ajceb-5604	161	21	of	of	ADP
ajceb-5604	161	22	consumer	consumer	NOUN
ajceb-5604	161	23	goods	good	NOUN
ajceb-5604	161	24	and	and	CCONJ
ajceb-5604	161	25	service	service	NOUN
ajceb-5604	161	26	in	in	ADP
ajceb-5604	161	27	a	a	DET
ajceb-5604	161	28	period	period	NOUN
ajceb-5604	161	29	,	,	PUNCT
ajceb-5604	161	30	it	it	PRON
ajceb-5604	161	31	was	be	AUX
ajceb-5604	161	32	therefore	therefore	ADV
ajceb-5604	161	33	not	not	PART
ajceb-5604	161	34	surprising	surprising	ADJ
ajceb-5604	161	35	that	that	SCONJ
ajceb-5604	161	36	ccpi	ccpi	ADV
ajceb-5604	161	37	was	be	AUX
ajceb-5604	161	38	significant	significant	ADJ
ajceb-5604	161	39	in	in	ADP
ajceb-5604	161	40	terms	term	NOUN
ajceb-5604	161	41	of	of	ADP
ajceb-5604	161	42	its	its	PRON
ajceb-5604	161	43	relationship	relationship	NOUN
ajceb-5604	161	44	with	with	ADP
ajceb-5604	161	45	tender	tender	ADJ
ajceb-5604	161	46	price	price	NOUN
ajceb-5604	161	47	index	index	NOUN
ajceb-5604	161	48	.	.	PUNCT
ajceb-5604	162	1	in	in	ADP
ajceb-5604	162	2	addition	addition	NOUN
ajceb-5604	162	3	,	,	PUNCT
ajceb-5604	162	4	in	in	ADP
ajceb-5604	162	5	selecting	select	VERB
ajceb-5604	162	6	best	best	ADJ
ajceb-5604	162	7	models	model	NOUN
ajceb-5604	162	8	based	base	VERB
ajceb-5604	162	9	on	on	ADP
ajceb-5604	162	10	akaike	akaike	ADJ
ajceb-5604	162	11	information	information	NOUN
ajceb-5604	162	12	criterion	criterion	NOUN
ajceb-5604	162	13	to	to	ADP
ajceb-5604	162	14	the	the	DET
ajceb-5604	162	15	in	in	ADP
ajceb-5604	162	16	-	-	PUNCT
ajceb-5604	162	17	sample	sample	NOUN
ajceb-5604	162	18	analysis	analysis	NOUN
ajceb-5604	162	19	and	and	CCONJ
ajceb-5604	162	20	predictive	predictive	ADJ
ajceb-5604	162	21	ability	ability	NOUN
ajceb-5604	162	22	of	of	ADP
ajceb-5604	162	23	the	the	DET
ajceb-5604	162	24	(	(	PUNCT
ajceb-5604	162	25	out	out	ADJ
ajceb-5604	162	26	–	–	PUNCT
ajceb-5604	162	27	sample	sample	NOUN
ajceb-5604	162	28	analysis	analysis	NOUN
ajceb-5604	162	29	)	)	PUNCT
ajceb-5604	162	30	model	model	NOUN
ajceb-5604	162	31	2	2	NUM
ajceb-5604	162	32	was	be	AUX
ajceb-5604	162	33	chosen	choose	VERB
ajceb-5604	162	34	as	as	ADP
ajceb-5604	162	35	best	good	ADJ
ajceb-5604	162	36	model	model	NOUN
ajceb-5604	162	37	for	for	ADP
ajceb-5604	162	38	future	future	ADJ
ajceb-5604	162	39	analysis	analysis	NOUN
ajceb-5604	162	40	of	of	ADP
ajceb-5604	162	41	tender	tender	ADJ
ajceb-5604	162	42	price	price	NOUN
ajceb-5604	162	43	indices	index	NOUN
ajceb-5604	162	44	.	.	PUNCT
ajceb-5604	163	1	thus	thus	ADV
ajceb-5604	163	2	,	,	PUNCT
ajceb-5604	163	3	in	in	ADP
ajceb-5604	163	4	this	this	DET
ajceb-5604	163	5	model	model	NOUN
ajceb-5604	163	6	ccpi	ccpi	ADV
ajceb-5604	163	7	act	act	VERB
ajceb-5604	163	8	an	an	DET
ajceb-5604	163	9	exogenous	exogenous	ADJ
ajceb-5604	163	10	variable	variable	NOUN
ajceb-5604	163	11	,	,	PUNCT
ajceb-5604	163	12	suggesting	suggest	VERB
ajceb-5604	163	13	a	a	DET
ajceb-5604	163	14	change	change	NOUN
ajceb-5604	163	15	in	in	ADP
ajceb-5604	163	16	ccpi	ccpi	NOUN
ajceb-5604	163	17	will	will	AUX
ajceb-5604	163	18	affect	affect	VERB
ajceb-5604	163	19	tpi	tpi	PROPN
ajceb-5604	163	20	figures	figure	NOUN
ajceb-5604	163	21	.	.	PUNCT
ajceb-5604	164	1	it	it	PRON
ajceb-5604	164	2	further	far	ADV
ajceb-5604	164	3	shows	show	VERB
ajceb-5604	164	4	that	that	SCONJ
ajceb-5604	164	5	any	any	DET
ajceb-5604	164	6	change	change	NOUN
ajceb-5604	164	7	in	in	ADP
ajceb-5604	164	8	the	the	DET
ajceb-5604	164	9	variable	variable	NOUN
ajceb-5604	164	10	will	will	AUX
ajceb-5604	164	11	affect	affect	VERB
ajceb-5604	164	12	tender	tender	ADJ
ajceb-5604	164	13	price	price	NOUN
ajceb-5604	164	14	and	and	CCONJ
ajceb-5604	164	15	consequently	consequently	ADV
ajceb-5604	164	16	effects	effect	NOUN
ajceb-5604	164	17	on	on	ADP
ajceb-5604	164	18	tpi	tpi	PROPN
ajceb-5604	164	19	.	.	PUNCT
ajceb-5604	165	1	the	the	DET
ajceb-5604	165	2	past	past	ADJ
ajceb-5604	165	3	value	value	NOUN
ajceb-5604	165	4	of	of	ADP
ajceb-5604	165	5	the	the	DET
ajceb-5604	165	6	indicator	indicator	NOUN
ajceb-5604	165	7	of	of	ADP
ajceb-5604	165	8	tender	tender	ADJ
ajceb-5604	165	9	price	price	NOUN
ajceb-5604	165	10	movement	movement	NOUN
ajceb-5604	165	11	has	have	AUX
ajceb-5604	165	12	shown	show	VERB
ajceb-5604	165	13	that	that	SCONJ
ajceb-5604	165	14	it	it	PRON
ajceb-5604	165	15	can	can	AUX
ajceb-5604	165	16	be	be	AUX
ajceb-5604	165	17	useful	useful	ADJ
ajceb-5604	165	18	for	for	ADP
ajceb-5604	165	19	predicting	predict	VERB
ajceb-5604	165	20	tpi	tpi	PROPN
ajceb-5604	165	21	.	.	PUNCT
ajceb-5604	165	22	kissi	kissi	PROPN
ajceb-5604	165	23	,	,	PUNCT
ajceb-5604	165	24	adjei	adjei	PROPN
ajceb-5604	165	25	-	-	PUNCT
ajceb-5604	165	26	kumi	kumi	PROPN
ajceb-5604	165	27	,	,	PUNCT
ajceb-5604	165	28	amoah	amoah	NOUN
ajceb-5604	165	29	and	and	CCONJ
ajceb-5604	165	30	gyimah	gyimah	NOUN
ajceb-5604	165	31	construction	construction	NOUN
ajceb-5604	165	32	economics	economic	NOUN
ajceb-5604	165	33	and	and	CCONJ
ajceb-5604	165	34	building	building	NOUN
ajceb-5604	165	35	,	,	PUNCT
ajceb-5604	165	36	vol	vol	NOUN
ajceb-5604	165	37	.	.	PROPN
ajceb-5604	165	38	18	18	NUM
ajceb-5604	165	39	,	,	PUNCT
ajceb-5604	165	40	no	no	INTJ
ajceb-5604	165	41	.	.	NOUN
ajceb-5604	165	42	1	1	NUM
ajceb-5604	165	43	,	,	PUNCT
ajceb-5604	165	44	march	march	PROPN
ajceb-5604	165	45	201878	201878	NUM
ajceb-5604	165	46	furthermore	furthermore	ADV
ajceb-5604	165	47	,	,	PUNCT
ajceb-5604	165	48	the	the	DET
ajceb-5604	165	49	occurrence	occurrence	NOUN
ajceb-5604	165	50	of	of	ADP
ajceb-5604	165	51	ccpi	ccpi	ADV
ajceb-5604	165	52	as	as	ADP
ajceb-5604	165	53	strong	strong	ADJ
ajceb-5604	165	54	economic	economic	ADJ
ajceb-5604	165	55	indicator	indicator	NOUN
ajceb-5604	165	56	that	that	PRON
ajceb-5604	165	57	can	can	AUX
ajceb-5604	165	58	influence	influence	VERB
ajceb-5604	165	59	tpi	tpi	PROPN
ajceb-5604	165	60	is	be	AUX
ajceb-5604	165	61	in	in	ADP
ajceb-5604	165	62	line	line	NOUN
ajceb-5604	165	63	with	with	ADP
ajceb-5604	165	64	other	other	ADJ
ajceb-5604	165	65	similar	similar	ADJ
ajceb-5604	165	66	studies	study	NOUN
ajceb-5604	165	67	by	by	ADP
ajceb-5604	165	68	ng	ng	PROPN
ajceb-5604	165	69	,	,	PUNCT
ajceb-5604	165	70	et	et	PROPN
ajceb-5604	165	71	al	al	PROPN
ajceb-5604	165	72	.	.	PROPN
ajceb-5604	166	1	(	(	PUNCT
ajceb-5604	166	2	2004	2004	NUM
ajceb-5604	166	3	)	)	PUNCT
ajceb-5604	166	4	and	and	CCONJ
ajceb-5604	166	5	wong	wong	PROPN
ajceb-5604	166	6	and	and	CCONJ
ajceb-5604	166	7	ng	ng	PROPN
ajceb-5604	166	8	(	(	PUNCT
ajceb-5604	166	9	2010	2010	NUM
ajceb-5604	166	10	)	)	PUNCT
ajceb-5604	167	1	that	that	SCONJ
ajceb-5604	167	2	economic	economic	ADJ
ajceb-5604	167	3	indicators	indicator	NOUN
ajceb-5604	167	4	such	such	ADJ
ajceb-5604	167	5	ccpi	ccpi	ADV
ajceb-5604	167	6	have	have	VERB
ajceb-5604	167	7	the	the	DET
ajceb-5604	167	8	tendency	tendency	NOUN
ajceb-5604	167	9	to	to	PART
ajceb-5604	167	10	influence	influence	VERB
ajceb-5604	167	11	tpi	tpi	NOUN
ajceb-5604	167	12	predictions	prediction	NOUN
ajceb-5604	167	13	.	.	PUNCT
ajceb-5604	168	1	it	it	PRON
ajceb-5604	168	2	is	be	AUX
ajceb-5604	168	3	worth	worth	ADJ
ajceb-5604	168	4	to	to	PART
ajceb-5604	168	5	note	note	VERB
ajceb-5604	168	6	that	that	SCONJ
ajceb-5604	168	7	,	,	PUNCT
ajceb-5604	168	8	ccpi	ccpi	ADV
ajceb-5604	168	9	and	and	CCONJ
ajceb-5604	168	10	inflation	inflation	NOUN
ajceb-5604	168	11	have	have	VERB
ajceb-5604	168	12	a	a	DET
ajceb-5604	168	13	strong	strong	ADJ
ajceb-5604	168	14	relation	relation	NOUN
ajceb-5604	168	15	as	as	ADP
ajceb-5604	168	16	a	a	DET
ajceb-5604	168	17	decrease	decrease	NOUN
ajceb-5604	168	18	in	in	ADP
ajceb-5604	168	19	the	the	DET
ajceb-5604	168	20	ccpi	ccpi	NOUN
ajceb-5604	168	21	tends	tend	VERB
ajceb-5604	168	22	to	to	PART
ajceb-5604	168	23	increase	increase	VERB
ajceb-5604	168	24	inflation	inflation	NOUN
ajceb-5604	168	25	,	,	PUNCT
ajceb-5604	168	26	which	which	PRON
ajceb-5604	168	27	will	will	AUX
ajceb-5604	168	28	automatically	automatically	ADV
ajceb-5604	168	29	cause	cause	VERB
ajceb-5604	168	30	a	a	DET
ajceb-5604	168	31	change	change	NOUN
ajceb-5604	168	32	in	in	ADP
ajceb-5604	168	33	the	the	DET
ajceb-5604	168	34	pricing	pricing	NOUN
ajceb-5604	168	35	of	of	ADP
ajceb-5604	168	36	goods	good	NOUN
ajceb-5604	168	37	and	and	CCONJ
ajceb-5604	168	38	services	service	NOUN
ajceb-5604	168	39	in	in	ADP
ajceb-5604	168	40	the	the	DET
ajceb-5604	168	41	building	building	NOUN
ajceb-5604	168	42	industry	industry	NOUN
ajceb-5604	168	43	.	.	PUNCT
ajceb-5604	169	1	ccpi	ccpi	ADV
ajceb-5604	169	2	therefore	therefore	ADV
ajceb-5604	169	3	has	have	VERB
ajceb-5604	169	4	a	a	DET
ajceb-5604	169	5	strong	strong	ADJ
ajceb-5604	169	6	interdependence	interdependence	NOUN
ajceb-5604	169	7	with	with	ADP
ajceb-5604	169	8	other	other	ADJ
ajceb-5604	169	9	economic	economic	ADJ
ajceb-5604	169	10	variables	variable	NOUN
ajceb-5604	169	11	such	such	ADJ
ajceb-5604	169	12	as	as	ADP
ajceb-5604	169	13	inflation	inflation	NOUN
ajceb-5604	169	14	and	and	CCONJ
ajceb-5604	169	15	by	by	ADP
ajceb-5604	169	16	extension	extension	NOUN
ajceb-5604	169	17	exchange	exchange	NOUN
ajceb-5604	169	18	rate	rate	NOUN
ajceb-5604	169	19	and	and	CCONJ
ajceb-5604	169	20	interest	interest	NOUN
ajceb-5604	169	21	rate	rate	NOUN
ajceb-5604	169	22	.	.	PUNCT
ajceb-5604	170	1	ccpi	ccpi	ADV
ajceb-5604	170	2	seeks	seek	VERB
ajceb-5604	170	3	to	to	PART
ajceb-5604	170	4	measure	measure	VERB
ajceb-5604	170	5	the	the	DET
ajceb-5604	170	6	effects	effect	NOUN
ajceb-5604	170	7	of	of	ADP
ajceb-5604	170	8	the	the	DET
ajceb-5604	170	9	price	price	NOUN
ajceb-5604	170	10	disparities	disparity	NOUN
ajceb-5604	170	11	on	on	ADP
ajceb-5604	170	12	prices	price	NOUN
ajceb-5604	170	13	of	of	ADP
ajceb-5604	170	14	the	the	DET
ajceb-5604	170	15	household	household	NOUN
ajceb-5604	170	16	item	item	NOUN
ajceb-5604	170	17	which	which	PRON
ajceb-5604	170	18	construction	construction	NOUN
ajceb-5604	170	19	industry	industry	NOUN
ajceb-5604	170	20	remain	remain	VERB
ajceb-5604	170	21	a	a	DET
ajceb-5604	170	22	subset	subset	NOUN
ajceb-5604	170	23	of	of	ADP
ajceb-5604	170	24	the	the	DET
ajceb-5604	170	25	household	household	NOUN
ajceb-5604	170	26	consumptions	consumption	NOUN
ajceb-5604	170	27	.	.	PUNCT
ajceb-5604	171	1	conclusion	conclusion	NOUN
ajceb-5604	171	2	to	to	PART
ajceb-5604	171	3	achieve	achieve	VERB
ajceb-5604	171	4	the	the	DET
ajceb-5604	171	5	general	general	ADJ
ajceb-5604	171	6	aspiration	aspiration	NOUN
ajceb-5604	171	7	of	of	ADP
ajceb-5604	171	8	project	project	NOUN
ajceb-5604	171	9	participants	participant	NOUN
ajceb-5604	171	10	’	'	PUNCT
ajceb-5604	171	11	keen	keen	ADJ
ajceb-5604	171	12	attention	attention	NOUN
ajceb-5604	171	13	must	must	AUX
ajceb-5604	171	14	be	be	AUX
ajceb-5604	171	15	given	give	VERB
ajceb-5604	171	16	to	to	ADP
ajceb-5604	171	17	factors	factor	NOUN
ajceb-5604	171	18	that	that	PRON
ajceb-5604	171	19	have	have	VERB
ajceb-5604	171	20	the	the	DET
ajceb-5604	171	21	propensity	propensity	NOUN
ajceb-5604	171	22	to	to	PART
ajceb-5604	171	23	cause	cause	VERB
ajceb-5604	171	24	financial	financial	ADJ
ajceb-5604	171	25	distress	distress	NOUN
ajceb-5604	171	26	in	in	ADP
ajceb-5604	171	27	the	the	DET
ajceb-5604	171	28	project	project	NOUN
ajceb-5604	171	29	execution	execution	NOUN
ajceb-5604	171	30	process	process	NOUN
ajceb-5604	171	31	.	.	PUNCT
ajceb-5604	172	1	thus	thus	ADV
ajceb-5604	172	2	,	,	PUNCT
ajceb-5604	172	3	the	the	DET
ajceb-5604	172	4	ability	ability	NOUN
ajceb-5604	172	5	to	to	PART
ajceb-5604	172	6	determine	determine	VERB
ajceb-5604	172	7	the	the	DET
ajceb-5604	172	8	economic	economic	ADJ
ajceb-5604	172	9	indicators	indicator	NOUN
ajceb-5604	172	10	that	that	PRON
ajceb-5604	172	11	influence	influence	VERB
ajceb-5604	172	12	tpi	tpi	PROPN
ajceb-5604	172	13	and	and	CCONJ
ajceb-5604	172	14	modelling	modelling	NOUN
ajceb-5604	172	15	remains	remain	VERB
ajceb-5604	172	16	imperative	imperative	ADJ
ajceb-5604	172	17	to	to	ADP
ajceb-5604	172	18	the	the	DET
ajceb-5604	172	19	development	development	NOUN
ajceb-5604	172	20	of	of	ADP
ajceb-5604	172	21	pricing	pricing	NOUN
ajceb-5604	172	22	factors	factor	NOUN
ajceb-5604	172	23	.	.	PUNCT
ajceb-5604	173	1	however	however	ADV
ajceb-5604	173	2	,	,	PUNCT
ajceb-5604	173	3	the	the	DET
ajceb-5604	173	4	focus	focus	NOUN
ajceb-5604	173	5	of	of	ADP
ajceb-5604	173	6	many	many	ADJ
ajceb-5604	173	7	researchers	researcher	NOUN
ajceb-5604	173	8	is	be	AUX
ajceb-5604	173	9	the	the	DET
ajceb-5604	173	10	ability	ability	NOUN
ajceb-5604	173	11	to	to	PART
ajceb-5604	173	12	used	used	VERB
ajceb-5604	173	13	statistical	statistical	ADJ
ajceb-5604	173	14	or	or	CCONJ
ajceb-5604	173	15	econometric	econometric	ADJ
ajceb-5604	173	16	techniques	technique	NOUN
ajceb-5604	173	17	to	to	PART
ajceb-5604	173	18	accurately	accurately	ADV
ajceb-5604	173	19	predict	predict	VERB
ajceb-5604	173	20	the	the	DET
ajceb-5604	173	21	movement	movement	NOUN
ajceb-5604	173	22	of	of	ADP
ajceb-5604	173	23	prices	price	NOUN
ajceb-5604	173	24	.	.	PUNCT
ajceb-5604	174	1	therefore	therefore	ADV
ajceb-5604	174	2	,	,	PUNCT
ajceb-5604	174	3	there	there	PRON
ajceb-5604	174	4	has	have	AUX
ajceb-5604	174	5	been	be	AUX
ajceb-5604	174	6	much	much	ADJ
ajceb-5604	174	7	research	research	NOUN
ajceb-5604	174	8	in	in	ADP
ajceb-5604	174	9	this	this	DET
ajceb-5604	174	10	perspective	perspective	NOUN
ajceb-5604	174	11	providing	provide	VERB
ajceb-5604	174	12	a	a	DET
ajceb-5604	174	13	firm	firm	ADJ
ajceb-5604	174	14	basis	basis	NOUN
ajceb-5604	174	15	for	for	ADP
ajceb-5604	174	16	further	further	ADJ
ajceb-5604	174	17	studies	study	NOUN
ajceb-5604	174	18	(	(	PUNCT
ajceb-5604	174	19	on	on	ADP
ajceb-5604	174	20	single	single	ADJ
ajceb-5604	174	21	statistical	statistical	ADJ
ajceb-5604	174	22	approach	approach	NOUN
ajceb-5604	174	23	)	)	PUNCT
ajceb-5604	174	24	,	,	PUNCT
ajceb-5604	174	25	notwithstanding	notwithstanding	ADV
ajceb-5604	174	26	,	,	PUNCT
ajceb-5604	174	27	granger	granger	PROPN
ajceb-5604	174	28	(	(	PUNCT
ajceb-5604	174	29	2001	2001	NUM
ajceb-5604	174	30	)	)	PUNCT
ajceb-5604	174	31	propagation	propagation	NOUN
ajceb-5604	174	32	for	for	ADP
ajceb-5604	174	33	the	the	DET
ajceb-5604	174	34	use	use	NOUN
ajceb-5604	174	35	of	of	ADP
ajceb-5604	174	36	the	the	DET
ajceb-5604	174	37	integrated	integrate	VERB
ajceb-5604	174	38	approach	approach	NOUN
ajceb-5604	174	39	.	.	PUNCT
ajceb-5604	175	1	in	in	ADP
ajceb-5604	175	2	line	line	NOUN
ajceb-5604	175	3	with	with	ADP
ajceb-5604	175	4	this	this	DET
ajceb-5604	175	5	ng	ng	PROPN
ajceb-5604	175	6	,	,	PUNCT
ajceb-5604	175	7	et	et	PROPN
ajceb-5604	175	8	al	al	PROPN
ajceb-5604	175	9	.	.	PROPN
ajceb-5604	176	1	(	(	PUNCT
ajceb-5604	176	2	2004	2004	NUM
ajceb-5604	176	3	)	)	PUNCT
ajceb-5604	176	4	adopted	adopt	VERB
ajceb-5604	176	5	the	the	DET
ajceb-5604	176	6	use	use	NOUN
ajceb-5604	176	7	of	of	ADP
ajceb-5604	176	8	integrated	integrate	VERB
ajceb-5604	176	9	of	of	ADP
ajceb-5604	176	10	regression	regression	NOUN
ajceb-5604	176	11	and	and	CCONJ
ajceb-5604	176	12	time	time	NOUN
ajceb-5604	176	13	series	series	NOUN
ajceb-5604	176	14	for	for	ADP
ajceb-5604	176	15	the	the	DET
ajceb-5604	176	16	prediction	prediction	NOUN
ajceb-5604	176	17	tpi	tpi	PROPN
ajceb-5604	176	18	in	in	ADP
ajceb-5604	176	19	hong	hong	PROPN
ajceb-5604	176	20	kong	kong	PROPN
ajceb-5604	176	21	which	which	PRON
ajceb-5604	176	22	yields	yield	VERB
ajceb-5604	176	23	satisfactory	satisfactory	ADJ
ajceb-5604	176	24	results	result	NOUN
ajceb-5604	176	25	.	.	PUNCT
ajceb-5604	177	1	hence	hence	ADV
ajceb-5604	177	2	,	,	PUNCT
ajceb-5604	177	3	the	the	DET
ajceb-5604	177	4	current	current	ADJ
ajceb-5604	177	5	study	study	NOUN
ajceb-5604	177	6	adopted	adopt	VERB
ajceb-5604	177	7	the	the	DET
ajceb-5604	177	8	use	use	NOUN
ajceb-5604	177	9	of	of	ADP
ajceb-5604	177	10	autoregressive	autoregressive	ADJ
ajceb-5604	177	11	integrated	integrated	ADJ
ajceb-5604	177	12	moving	move	VERB
ajceb-5604	177	13	average	average	NOUN
ajceb-5604	177	14	with	with	ADP
ajceb-5604	177	15	exogenous	exogenous	ADJ
ajceb-5604	177	16	variables	variable	NOUN
ajceb-5604	177	17	which	which	PRON
ajceb-5604	177	18	yielded	yield	VERB
ajceb-5604	177	19	a	a	DET
ajceb-5604	177	20	better	well	ADJ
ajceb-5604	177	21	prediction	prediction	NOUN
ajceb-5604	177	22	ability	ability	NOUN
ajceb-5604	177	23	when	when	SCONJ
ajceb-5604	177	24	compared	compare	VERB
ajceb-5604	177	25	with	with	ADP
ajceb-5604	177	26	the	the	DET
ajceb-5604	177	27	single	single	ADJ
ajceb-5604	177	28	approach	approach	NOUN
ajceb-5604	177	29	.	.	PUNCT
ajceb-5604	178	1	this	this	DET
ajceb-5604	178	2	further	far	ADV
ajceb-5604	178	3	affirms	affirm	VERB
ajceb-5604	178	4	the	the	DET
ajceb-5604	178	5	need	need	NOUN
ajceb-5604	178	6	to	to	PART
ajceb-5604	178	7	continue	continue	VERB
ajceb-5604	178	8	the	the	DET
ajceb-5604	178	9	use	use	NOUN
ajceb-5604	178	10	of	of	ADP
ajceb-5604	178	11	the	the	DET
ajceb-5604	178	12	integrated	integrate	VERB
ajceb-5604	178	13	approach	approach	NOUN
ajceb-5604	178	14	due	due	ADP
ajceb-5604	178	15	to	to	ADP
ajceb-5604	178	16	its	its	PRON
ajceb-5604	178	17	ability	ability	NOUN
ajceb-5604	178	18	to	to	PART
ajceb-5604	178	19	give	give	VERB
ajceb-5604	178	20	powerful	powerful	ADJ
ajceb-5604	178	21	results	result	NOUN
ajceb-5604	178	22	.	.	PUNCT
ajceb-5604	179	1	this	this	PRON
ajceb-5604	179	2	further	further	ADJ
ajceb-5604	179	3	shows	show	VERB
ajceb-5604	179	4	that	that	SCONJ
ajceb-5604	179	5	researchers	researcher	NOUN
ajceb-5604	179	6	should	should	AUX
ajceb-5604	179	7	adopt	adopt	VERB
ajceb-5604	179	8	a	a	DET
ajceb-5604	179	9	more	more	ADV
ajceb-5604	179	10	rigorous	rigorous	ADJ
ajceb-5604	179	11	approach	approach	NOUN
ajceb-5604	179	12	in	in	ADP
ajceb-5604	179	13	the	the	DET
ajceb-5604	179	14	prediction	prediction	NOUN
ajceb-5604	179	15	of	of	ADP
ajceb-5604	179	16	tpi	tpi	PROPN
ajceb-5604	179	17	.	.	PUNCT
ajceb-5604	180	1	notwithstanding	notwithstanding	ADP
ajceb-5604	180	2	the	the	DET
ajceb-5604	180	3	contribution	contribution	NOUN
ajceb-5604	180	4	this	this	DET
ajceb-5604	180	5	current	current	ADJ
ajceb-5604	180	6	study	study	NOUN
ajceb-5604	180	7	makes	make	VERB
ajceb-5604	180	8	to	to	ADP
ajceb-5604	180	9	the	the	DET
ajceb-5604	180	10	body	body	NOUN
ajceb-5604	180	11	of	of	ADP
ajceb-5604	180	12	construction	construction	NOUN
ajceb-5604	180	13	management	management	NOUN
ajceb-5604	180	14	literature	literature	NOUN
ajceb-5604	180	15	,	,	PUNCT
ajceb-5604	180	16	the	the	DET
ajceb-5604	180	17	study	study	NOUN
ajceb-5604	180	18	is	be	AUX
ajceb-5604	180	19	limited	limit	VERB
ajceb-5604	180	20	in	in	ADP
ajceb-5604	180	21	the	the	DET
ajceb-5604	180	22	number	number	NOUN
ajceb-5604	180	23	of	of	ADP
ajceb-5604	180	24	data	datum	NOUN
ajceb-5604	180	25	sets	set	NOUN
ajceb-5604	180	26	that	that	PRON
ajceb-5604	180	27	was	be	AUX
ajceb-5604	180	28	used	use	VERB
ajceb-5604	180	29	in	in	ADP
ajceb-5604	180	30	the	the	DET
ajceb-5604	180	31	out	out	ADJ
ajceb-5604	180	32	-	-	PUNCT
ajceb-5604	180	33	sample	sample	NOUN
ajceb-5604	180	34	analysis	analysis	NOUN
ajceb-5604	180	35	.	.	PUNCT
ajceb-5604	181	1	hence	hence	ADV
ajceb-5604	181	2	,	,	PUNCT
ajceb-5604	181	3	further	further	ADJ
ajceb-5604	181	4	study	study	NOUN
ajceb-5604	181	5	is	be	AUX
ajceb-5604	181	6	encouraged	encourage	VERB
ajceb-5604	181	7	to	to	PART
ajceb-5604	181	8	use	use	VERB
ajceb-5604	181	9	more	more	ADJ
ajceb-5604	181	10	data	datum	NOUN
ajceb-5604	181	11	sets	set	NOUN
ajceb-5604	181	12	.	.	PUNCT
ajceb-5604	182	1	finally	finally	ADV
ajceb-5604	182	2	,	,	PUNCT
ajceb-5604	182	3	the	the	DET
ajceb-5604	182	4	model	model	NOUN
ajceb-5604	182	5	will	will	AUX
ajceb-5604	182	6	help	help	VERB
ajceb-5604	182	7	professionals	professional	NOUN
ajceb-5604	182	8	in	in	ADP
ajceb-5604	182	9	forecasting	forecast	VERB
ajceb-5604	182	10	tender	tender	NOUN
ajceb-5604	182	11	price	price	NOUN
ajceb-5604	182	12	movement	movement	NOUN
ajceb-5604	182	13	.	.	PUNCT
ajceb-5604	183	1	references	reference	NOUN
ajceb-5604	183	2	akintoye	akintoye	PROPN
ajceb-5604	183	3	,	,	PUNCT
ajceb-5604	183	4	a.	a.	NOUN
ajceb-5604	183	5	,	,	PUNCT
ajceb-5604	183	6	2000	2000	NUM
ajceb-5604	183	7	.	.	PUNCT
ajceb-5604	184	1	analysis	analysis	NOUN
ajceb-5604	184	2	of	of	ADP
ajceb-5604	184	3	factors	factor	NOUN
ajceb-5604	184	4	influencing	influence	VERB
ajceb-5604	184	5	project	project	NOUN
ajceb-5604	184	6	cost	cost	NOUN
ajceb-5604	184	7	estimating	estimate	VERB
ajceb-5604	184	8	practice	practice	NOUN
ajceb-5604	184	9	.	.	PUNCT
ajceb-5604	185	1	construction	construction	NOUN
ajceb-5604	185	2	management	management	NOUN
ajceb-5604	185	3	&	&	CCONJ
ajceb-5604	185	4	economics	economic	NOUN
ajceb-5604	185	5	,	,	PUNCT
ajceb-5604	185	6	18(1	18(1	NUM
ajceb-5604	185	7	)	)	PUNCT
ajceb-5604	185	8	,	,	PUNCT
ajceb-5604	185	9	pp.77	pp.77	NOUN
ajceb-5604	185	10	-	-	PUNCT
ajceb-5604	185	11	89	89	NUM
ajceb-5604	185	12	https://doi.org/10.1080/014461900370979	https://doi.org/10.1080/014461900370979	NOUN
ajceb-5604	185	13	.	.	PUNCT
ajceb-5604	185	14	akintoye	akintoye	PROPN
ajceb-5604	185	15	,	,	PUNCT
ajceb-5604	185	16	s.	s.	PROPN
ajceb-5604	185	17	a.	a.	PROPN
ajceb-5604	185	18	and	and	CCONJ
ajceb-5604	185	19	skitmore	skitmore	PROPN
ajceb-5604	185	20	,	,	PUNCT
ajceb-5604	185	21	r.	r.	PROPN
ajceb-5604	185	22	m.	m.	PROPN
ajceb-5604	185	23	,	,	PUNCT
ajceb-5604	185	24	1994	1994	NUM
ajceb-5604	185	25	.	.	PUNCT
ajceb-5604	186	1	a	a	DET
ajceb-5604	186	2	comparative	comparative	ADJ
ajceb-5604	186	3	analysis	analysis	NOUN
ajceb-5604	186	4	of	of	ADP
ajceb-5604	186	5	the	the	DET
ajceb-5604	186	6	three	three	NUM
ajceb-5604	186	7	macro	macro	ADJ
ajceb-5604	186	8	price	price	NOUN
ajceb-5604	186	9	forecasting	forecasting	NOUN
ajceb-5604	186	10	models	model	NOUN
ajceb-5604	186	11	.	.	PUNCT
ajceb-5604	187	1	construction	construction	NOUN
ajceb-5604	187	2	management	management	NOUN
ajceb-5604	187	3	and	and	CCONJ
ajceb-5604	187	4	economics	economic	NOUN
ajceb-5604	187	5	,	,	PUNCT
ajceb-5604	187	6	12(3	12(3	NUM
ajceb-5604	187	7	)	)	PUNCT
ajceb-5604	187	8	,	,	PUNCT
ajceb-5604	187	9	pp.257	pp.257	NOUN
ajceb-5604	187	10	-	-	SYM
ajceb-5604	187	11	270	270	NUM
ajceb-5604	187	12	https://doi	https://doi	NOUN
ajceb-5604	187	13	.	.	PUNCT
ajceb-5604	188	1	org/10.1080/01446199400000033	org/10.1080/01446199400000033	PROPN
ajceb-5604	188	2	.	.	PROPN
ajceb-5604	188	3	akintoye	akintoye	PROPN
ajceb-5604	188	4	,	,	PUNCT
ajceb-5604	188	5	s.a	s.a	PROPN
ajceb-5604	188	6	.	.	PROPN
ajceb-5604	188	7	,	,	PUNCT
ajceb-5604	188	8	bowen	bowen	PROPN
ajceb-5604	188	9	,	,	PUNCT
ajceb-5604	188	10	p.	p.	NOUN
ajceb-5604	188	11	and	and	CCONJ
ajceb-5604	188	12	hardcastle	hardcastle	PROPN
ajceb-5604	188	13	,	,	PUNCT
ajceb-5604	188	14	c.	c.	PROPN
ajceb-5604	188	15	,	,	PUNCT
ajceb-5604	188	16	1998	1998	NUM
ajceb-5604	188	17	.	.	PUNCT
ajceb-5604	189	1	macro	macro	ADJ
ajceb-5604	189	2	-	-	ADJ
ajceb-5604	189	3	economic	economic	ADJ
ajceb-5604	189	4	leading	leading	ADJ
ajceb-5604	189	5	indicators	indicator	NOUN
ajceb-5604	189	6	of	of	ADP
ajceb-5604	189	7	construction	construction	NOUN
ajceb-5604	189	8	contract	contract	NOUN
ajceb-5604	189	9	prices	price	NOUN
ajceb-5604	189	10	.	.	PUNCT
ajceb-5604	190	1	construction	construction	NOUN
ajceb-5604	190	2	management	management	NOUN
ajceb-5604	190	3	and	and	CCONJ
ajceb-5604	190	4	economics	economic	NOUN
ajceb-5604	190	5	,	,	PUNCT
ajceb-5604	190	6	16	16	NUM
ajceb-5604	190	7	,	,	PUNCT
ajceb-5604	190	8	pp.159	pp.159	PROPN
ajceb-5604	190	9	-	-	PUNCT
ajceb-5604	190	10	175	175	NUM
ajceb-5604	190	11	https://doi	https://doi	PROPN
ajceb-5604	190	12	.	.	PROPN
ajceb-5604	190	13	org/10.1080/014461998372466	org/10.1080/014461998372466	PROPN
ajceb-5604	190	14	.	.	PUNCT
ajceb-5604	191	1	andrew	andrew	PROPN
ajceb-5604	191	2	rl	rl	PROPN
ajceb-5604	191	3	,	,	PUNCT
ajceb-5604	191	4	bernatchez	bernatchez	NOUN
ajceb-5604	191	5	l	l	NOUN
ajceb-5604	191	6	,	,	PUNCT
ajceb-5604	191	7	and	and	CCONJ
ajceb-5604	191	8	bonin	bonin	ADJ
ajceb-5604	191	9	a.	a.	NOUN
ajceb-5604	191	10	,	,	PUNCT
ajceb-5604	191	11	2013	2013	NUM
ajceb-5604	191	12	.	.	PUNCT
ajceb-5604	192	1	a	a	DET
ajceb-5604	192	2	road	road	NOUN
ajceb-5604	192	3	map	map	NOUN
ajceb-5604	192	4	for	for	ADP
ajceb-5604	192	5	molecular	molecular	ADJ
ajceb-5604	192	6	ecology	ecology	NOUN
ajceb-5604	192	7	.	.	PUNCT
ajceb-5604	193	1	molecular	molecular	ADJ
ajceb-5604	193	2	ecology	ecology	NOUN
ajceb-5604	193	3	,	,	PUNCT
ajceb-5604	193	4	22	22	NUM
ajceb-5604	193	5	,	,	PUNCT
ajceb-5604	193	6	pp.2605–2626	pp.2605–2626	PROPN
ajceb-5604	193	7	https://doi.org/10.1111/mec.12319	https://doi.org/10.1111/mec.12319	PROPN
ajceb-5604	193	8	.	.	PUNCT
ajceb-5604	193	9	anggraeni	anggraeni	PROPN
ajceb-5604	193	10	,	,	PUNCT
ajceb-5604	193	11	w.	w.	PROPN
ajceb-5604	193	12	,	,	PUNCT
ajceb-5604	193	13	and	and	CCONJ
ajceb-5604	193	14	aristiani	aristiani	PROPN
ajceb-5604	193	15	,	,	PUNCT
ajceb-5604	193	16	l.	l.	PROPN
ajceb-5604	193	17	,	,	PUNCT
ajceb-5604	193	18	2016	2016	NUM
ajceb-5604	193	19	.	.	PUNCT
ajceb-5604	194	1	using	use	VERB
ajceb-5604	194	2	google	google	PROPN
ajceb-5604	194	3	trend	trend	NOUN
ajceb-5604	194	4	data	datum	NOUN
ajceb-5604	194	5	in	in	ADP
ajceb-5604	194	6	forecasting	forecasting	NOUN
ajceb-5604	194	7	number	number	NOUN
ajceb-5604	194	8	of	of	ADP
ajceb-5604	194	9	dengue	dengue	NOUN
ajceb-5604	194	10	fever	fever	NOUN
ajceb-5604	194	11	cases	case	NOUN
ajceb-5604	194	12	with	with	ADP
ajceb-5604	194	13	arimax	arimax	ADJ
ajceb-5604	194	14	method	method	NOUN
ajceb-5604	194	15	case	case	NOUN
ajceb-5604	194	16	study	study	NOUN
ajceb-5604	194	17	:	:	PUNCT
ajceb-5604	194	18	surabaya	surabaya	PROPN
ajceb-5604	194	19	,	,	PUNCT
ajceb-5604	194	20	indonesia	indonesia	PROPN
ajceb-5604	194	21	.	.	PUNCT
ajceb-5604	195	1	in	in	ADP
ajceb-5604	195	2	information	information	NOUN
ajceb-5604	195	3	and	and	CCONJ
ajceb-5604	195	4	communication	communication	NOUN
ajceb-5604	195	5	technology	technology	NOUN
ajceb-5604	195	6	and	and	CCONJ
ajceb-5604	195	7	systems	system	NOUN
ajceb-5604	195	8	(	(	PUNCT
ajceb-5604	195	9	icts	ict	NOUN
ajceb-5604	195	10	)	)	PUNCT
ajceb-5604	195	11	,	,	PUNCT
ajceb-5604	195	12	pp	pp	PROPN
ajceb-5604	195	13	.	.	PUNCT
ajceb-5604	196	1	114	114	NUM
ajceb-5604	196	2	-	-	SYM
ajceb-5604	196	3	118	118	NUM
ajceb-5604	196	4	https://doi.org/10.1109/icts.2016.7910283	https://doi.org/10.1109/icts.2016.7910283	AUX
ajceb-5604	196	5	.	.	PUNCT
ajceb-5604	196	6	forecasting	forecast	VERB
ajceb-5604	196	7	construction	construction	NOUN
ajceb-5604	196	8	tender	tender	NOUN
ajceb-5604	196	9	price	price	NOUN
ajceb-5604	196	10	index	index	NOUN
ajceb-5604	196	11	in	in	ADP
ajceb-5604	196	12	ghana	ghana	PROPN
ajceb-5604	196	13	using	use	VERB
ajceb-5604	196	14	autoregressive	autoregressive	ADJ
ajceb-5604	196	15	integrated	integrated	ADJ
ajceb-5604	196	16	moving	move	VERB
ajceb-5604	196	17	average	average	NOUN
ajceb-5604	196	18	with	with	ADP
ajceb-5604	196	19	exogenous	exogenous	ADJ
ajceb-5604	196	20	variables	variable	NOUN
ajceb-5604	196	21	model	model	VERB
ajceb-5604	196	22	construction	construction	NOUN
ajceb-5604	196	23	economics	economic	NOUN
ajceb-5604	196	24	and	and	CCONJ
ajceb-5604	196	25	building	building	NOUN
ajceb-5604	196	26	,	,	PUNCT
ajceb-5604	196	27	vol	vol	NOUN
ajceb-5604	196	28	.	.	PROPN
ajceb-5604	196	29	18	18	NUM
ajceb-5604	196	30	,	,	PUNCT
ajceb-5604	196	31	no	no	INTJ
ajceb-5604	196	32	.	.	NOUN
ajceb-5604	196	33	1	1	NUM
ajceb-5604	196	34	,	,	PUNCT
ajceb-5604	196	35	march	march	PROPN
ajceb-5604	196	36	201879	201879	NUM
ajceb-5604	197	1	https://doi.org/10.1080/014461900370979	https://doi.org/10.1080/014461900370979	NOUN
ajceb-5604	197	2	https://doi.org/10.1080/01446199400000033	https://doi.org/10.1080/01446199400000033	PROPN
ajceb-5604	197	3	https://doi.org/10.1080/01446199400000033	https://doi.org/10.1080/01446199400000033	PROPN
ajceb-5604	197	4	https://doi.org/10.1080/014461998372466	https://doi.org/10.1080/014461998372466	PROPN
ajceb-5604	197	5	https://doi.org/10.1080/014461998372466	https://doi.org/10.1080/014461998372466	PROPN
ajceb-5604	198	1	https://doi.org/10.1111/mec.12319	https://doi.org/10.1111/mec.12319	PROPN
ajceb-5604	198	2	https://doi.org/10.1109/icts.2016.7910283	https://doi.org/10.1109/icts.2016.7910283	PROPN
ajceb-5604	198	3	asano	asano	PROPN
ajceb-5604	198	4	,	,	PUNCT
ajceb-5604	198	5	m.	m.	NOUN
ajceb-5604	198	6	,	,	PUNCT
ajceb-5604	198	7	tsubaki	tsubaki	PROPN
ajceb-5604	198	8	,	,	PUNCT
ajceb-5604	198	9	h.	h.	PROPN
ajceb-5604	198	10	,	,	PUNCT
ajceb-5604	198	11	bhattacharyya	bhattacharyya	ADJ
ajceb-5604	198	12	,	,	PUNCT
ajceb-5604	198	13	p.	p.	NOUN
ajceb-5604	198	14	k.	k.	PROPN
ajceb-5604	198	15	,	,	PUNCT
ajceb-5604	198	16	and	and	CCONJ
ajceb-5604	198	17	yu	yu	PROPN
ajceb-5604	198	18	,	,	PUNCT
ajceb-5604	198	19	m.	m.	PROPN
ajceb-5604	198	20	k.	k.	PROPN
ajceb-5604	198	21	,	,	PUNCT
ajceb-5604	198	22	2008	2008	NUM
ajceb-5604	198	23	.	.	PUNCT
ajceb-5604	199	1	2a-2	2a-2	NUM
ajceb-5604	199	2	an	an	DET
ajceb-5604	199	3	application	application	NOUN
ajceb-5604	199	4	of	of	ADP
ajceb-5604	199	5	web	web	NOUN
ajceb-5604	199	6	-	-	PUNCT
ajceb-5604	199	7	based	base	VERB
ajceb-5604	199	8	hybrid	hybrid	ADJ
ajceb-5604	199	9	approach	approach	NOUN
ajceb-5604	199	10	of	of	ADP
ajceb-5604	199	11	neural	neural	ADJ
ajceb-5604	199	12	networks	network	NOUN
ajceb-5604	199	13	and	and	CCONJ
ajceb-5604	199	14	the	the	DET
ajceb-5604	199	15	linear	linear	ADJ
ajceb-5604	199	16	regression	regression	NOUN
ajceb-5604	199	17	model	model	NOUN
ajceb-5604	199	18	to	to	ADP
ajceb-5604	199	19	the	the	DET
ajceb-5604	199	20	water	water	NOUN
ajceb-5604	199	21	supply	supply	NOUN
ajceb-5604	199	22	forecast	forecast	NOUN
ajceb-5604	199	23	in	in	ADP
ajceb-5604	199	24	tokyo	tokyo	PROPN
ajceb-5604	199	25	district	district	NOUN
ajceb-5604	199	26	statistical	statistical	ADJ
ajceb-5604	199	27	society	society	NOUN
ajceb-5604	199	28	of	of	ADP
ajceb-5604	199	29	japan	japan	PROPN
ajceb-5604	199	30	computer	computer	PROPN
ajceb-5604	199	31	conference	conference	NOUN
ajceb-5604	199	32	papers	paper	NOUN
ajceb-5604	199	33	,	,	PUNCT
ajceb-5604	199	34	(	(	PUNCT
ajceb-5604	199	35	22	22	NUM
ajceb-5604	199	36	)	)	PUNCT
ajceb-5604	199	37	,	,	PUNCT
ajceb-5604	199	38	pp.27	pp.27	PROPN
ajceb-5604	199	39	-	-	SYM
ajceb-5604	199	40	30	30	NUM
ajceb-5604	199	41	.	.	PUNCT
ajceb-5604	200	1	bank	bank	PROPN
ajceb-5604	200	2	of	of	ADP
ajceb-5604	200	3	ghana	ghana	PROPN
ajceb-5604	200	4	,	,	PUNCT
ajceb-5604	200	5	2014	2014	NUM
ajceb-5604	200	6	.	.	PUNCT
ajceb-5604	201	1	exchange	exchange	NOUN
ajceb-5604	201	2	rate	rate	NOUN
ajceb-5604	201	3	pass	pass	NOUN
ajceb-5604	201	4	-	-	PUNCT
ajceb-5604	201	5	through	through	NOUN
ajceb-5604	201	6	in	in	ADP
ajceb-5604	201	7	ghana	ghana	PROPN
ajceb-5604	201	8	.	.	PUNCT
ajceb-5604	202	1	working	work	VERB
ajceb-5604	202	2	paper	paper	NOUN
ajceb-5604	202	3	.	.	PUNCT
ajceb-5604	203	1	available	available	ADJ
ajceb-5604	203	2	at	at	ADP
ajceb-5604	203	3	:	:	PUNCT
ajceb-5604	203	4	https://	https://	PROPN
ajceb-5604	203	5	www.bog.gov.gh/privatecontent/publications/staffworkingpapers/exchange%20rat	www.bog.gov.gh/privatecontent/publications/staffworkingpapers/exchange%20rat	NOUN
ajceb-5604	204	1	%	%	NOUN
ajceb-5604	204	2	20pass%20	20pass%20	PROPN
ajceb-5604	204	3	through%20in%20ghana.pdf	through%20in%20ghana.pdf	PRON
ajceb-5604	204	4	[	[	X
ajceb-5604	204	5	assessed	assessed	ADJ
ajceb-5604	204	6	24	24	NUM
ajceb-5604	204	7	april	april	PROPN
ajceb-5604	204	8	2015	2015	NUM
ajceb-5604	204	9	]	]	PUNCT
ajceb-5604	204	10	.	.	PUNCT
ajceb-5604	205	1	berk	berk	PROPN
ajceb-5604	205	2	,	,	PUNCT
ajceb-5604	205	3	j.m	j.m	PROPN
ajceb-5604	205	4	.	.	PROPN
ajceb-5604	205	5	and	and	CCONJ
ajceb-5604	205	6	bikker	bikker	PROPN
ajceb-5604	205	7	,	,	PUNCT
ajceb-5604	205	8	j.a	j.a	PROPN
ajceb-5604	205	9	.	.	PROPN
ajceb-5604	205	10	,	,	PUNCT
ajceb-5604	205	11	1995	1995	NUM
ajceb-5604	205	12	.	.	PUNCT
ajceb-5604	206	1	international	international	ADJ
ajceb-5604	206	2	interdependence	interdependence	NOUN
ajceb-5604	206	3	of	of	ADP
ajceb-5604	206	4	business	business	NOUN
ajceb-5604	206	5	cycle	cycle	NOUN
ajceb-5604	206	6	in	in	ADP
ajceb-5604	206	7	manufacturing	manufacturing	NOUN
ajceb-5604	206	8	industry	industry	NOUN
ajceb-5604	206	9	:	:	PUNCT
ajceb-5604	206	10	the	the	DET
ajceb-5604	206	11	use	use	NOUN
ajceb-5604	206	12	of	of	ADP
ajceb-5604	206	13	leading	lead	VERB
ajceb-5604	206	14	indicators	indicator	NOUN
ajceb-5604	206	15	for	for	ADP
ajceb-5604	206	16	analysis	analysis	NOUN
ajceb-5604	206	17	and	and	CCONJ
ajceb-5604	206	18	forecasting	forecasting	NOUN
ajceb-5604	206	19	.	.	PUNCT
ajceb-5604	207	1	journal	journal	PROPN
ajceb-5604	207	2	of	of	ADP
ajceb-5604	207	3	forecasting	forecasting	NOUN
ajceb-5604	207	4	,	,	PUNCT
ajceb-5604	207	5	14	14	NUM
ajceb-5604	207	6	,	,	PUNCT
ajceb-5604	207	7	pp.1	pp.1	NOUN
ajceb-5604	207	8	-	-	PUNCT
ajceb-5604	207	9	23	23	NUM
ajceb-5604	207	10	https://doi.org/10.1002/for.3980140102	https://doi.org/10.1002/for.3980140102	NOUN
ajceb-5604	207	11	.	.	PUNCT
ajceb-5604	208	1	bowley	bowley	PROPN
ajceb-5604	208	2	,	,	PUNCT
ajceb-5604	208	3	m.	m.	NOUN
ajceb-5604	208	4	,	,	PUNCT
ajceb-5604	208	5	and	and	CCONJ
ajceb-5604	208	6	corlett	corlett	PROPN
ajceb-5604	208	7	,	,	PUNCT
ajceb-5604	208	8	w.	w.	PROPN
ajceb-5604	208	9	j.	j.	PROPN
ajceb-5604	208	10	,	,	PUNCT
ajceb-5604	208	11	1970	1970	NUM
ajceb-5604	208	12	.	.	PUNCT
ajceb-5604	209	1	report	report	NOUN
ajceb-5604	209	2	on	on	ADP
ajceb-5604	209	3	the	the	DET
ajceb-5604	209	4	study	study	NOUN
ajceb-5604	209	5	of	of	ADP
ajceb-5604	209	6	trends	trend	NOUN
ajceb-5604	209	7	in	in	ADP
ajceb-5604	209	8	building	build	VERB
ajceb-5604	209	9	prices	price	NOUN
ajceb-5604	209	10	.	.	PUNCT
ajceb-5604	210	1	ministry	ministry	NOUN
ajceb-5604	210	2	of	of	ADP
ajceb-5604	210	3	public	public	PROPN
ajceb-5604	210	4	building	building	NOUN
ajceb-5604	210	5	and	and	CCONJ
ajceb-5604	210	6	works	work	NOUN
ajceb-5604	210	7	.	.	PUNCT
ajceb-5604	211	1	directorate	directorate	NOUN
ajceb-5604	211	2	of	of	ADP
ajceb-5604	211	3	research	research	NOUN
ajceb-5604	211	4	and	and	CCONJ
ajceb-5604	211	5	information	information	NOUN
ajceb-5604	211	6	.	.	PUNCT
ajceb-5604	212	1	chang	chang	PROPN
ajceb-5604	212	2	,	,	PUNCT
ajceb-5604	212	3	n.	n.	PROPN
ajceb-5604	212	4	b.	b.	PROPN
ajceb-5604	212	5	,	,	PUNCT
ajceb-5604	212	6	chen	chen	PROPN
ajceb-5604	212	7	,	,	PUNCT
ajceb-5604	212	8	y.	y.	PROPN
ajceb-5604	212	9	l.	l.	PROPN
ajceb-5604	212	10	,	,	PUNCT
ajceb-5604	212	11	and	and	CCONJ
ajceb-5604	212	12	chen	chen	PROPN
ajceb-5604	212	13	,	,	PUNCT
ajceb-5604	212	14	h.	h.	PROPN
ajceb-5604	212	15	w.	w.	PROPN
ajceb-5604	212	16	,1997	,1997	PROPN
ajceb-5604	212	17	.	.	PUNCT
ajceb-5604	213	1	a	a	DET
ajceb-5604	213	2	fuzzy	fuzzy	ADJ
ajceb-5604	213	3	regression	regression	NOUN
ajceb-5604	213	4	analysis	analysis	NOUN
ajceb-5604	213	5	for	for	ADP
ajceb-5604	213	6	the	the	DET
ajceb-5604	213	7	construction	construction	NOUN
ajceb-5604	213	8	cost	cost	NOUN
ajceb-5604	213	9	estimation	estimation	NOUN
ajceb-5604	213	10	of	of	ADP
ajceb-5604	213	11	wastewater	wastewater	NOUN
ajceb-5604	213	12	treatment	treatment	NOUN
ajceb-5604	213	13	plants	plant	NOUN
ajceb-5604	213	14	(	(	PUNCT
ajceb-5604	213	15	i	i	NOUN
ajceb-5604	213	16	)	)	PUNCT
ajceb-5604	213	17	theoretical	theoretical	ADJ
ajceb-5604	213	18	development	development	NOUN
ajceb-5604	213	19	.	.	PUNCT
ajceb-5604	214	1	journal	journal	PROPN
ajceb-5604	214	2	of	of	ADP
ajceb-5604	214	3	environmental	environmental	ADJ
ajceb-5604	214	4	science	science	NOUN
ajceb-5604	214	5	and	and	CCONJ
ajceb-5604	214	6	health	health	NOUN
ajceb-5604	214	7	part	part	NOUN
ajceb-5604	214	8	a	a	PRON
ajceb-5604	214	9	,	,	PUNCT
ajceb-5604	214	10	32(4	32(4	NUM
ajceb-5604	214	11	)	)	PUNCT
ajceb-5604	214	12	,	,	PUNCT
ajceb-5604	214	13	pp.885	pp.885	NOUN
ajceb-5604	214	14	-	-	SYM
ajceb-5604	214	15	899	899	NUM
ajceb-5604	214	16	https://doi.org/10.1080/10934529709376584	https://doi.org/10.1080/10934529709376584	NOUN
ajceb-5604	214	17	.	.	PUNCT
ajceb-5604	215	1	crone	crone	NOUN
ajceb-5604	215	2	,	,	PUNCT
ajceb-5604	215	3	s.f	s.f	PROPN
ajceb-5604	215	4	.	.	PROPN
ajceb-5604	215	5	,	,	PUNCT
ajceb-5604	215	6	hibon	hibon	PROPN
ajceb-5604	215	7	,	,	PUNCT
ajceb-5604	215	8	m.	m.	NOUN
ajceb-5604	215	9	and	and	CCONJ
ajceb-5604	215	10	nikolopoulos	nikolopoulos	PROPN
ajceb-5604	215	11	,	,	PUNCT
ajceb-5604	215	12	k.	k.	PROPN
ajceb-5604	215	13	,	,	PUNCT
ajceb-5604	215	14	2011	2011	NUM
ajceb-5604	215	15	.	.	PUNCT
ajceb-5604	216	1	advances	advance	NOUN
ajceb-5604	216	2	in	in	ADP
ajceb-5604	216	3	forecasting	forecasting	NOUN
ajceb-5604	216	4	with	with	ADP
ajceb-5604	216	5	neural	neural	ADJ
ajceb-5604	216	6	networks	network	NOUN
ajceb-5604	216	7	?	?	PUNCT
ajceb-5604	217	1	empirical	empirical	ADJ
ajceb-5604	217	2	evidence	evidence	NOUN
ajceb-5604	217	3	from	from	ADP
ajceb-5604	217	4	the	the	DET
ajceb-5604	217	5	nn3	nn3	NOUN
ajceb-5604	217	6	competition	competition	NOUN
ajceb-5604	217	7	on	on	ADP
ajceb-5604	217	8	time	time	NOUN
ajceb-5604	217	9	series	series	PROPN
ajceb-5604	217	10	prediction	prediction	PROPN
ajceb-5604	217	11	.	.	PUNCT
ajceb-5604	218	1	international	international	ADJ
ajceb-5604	218	2	journal	journal	PROPN
ajceb-5604	218	3	of	of	ADP
ajceb-5604	218	4	forecasting	forecasting	NOUN
ajceb-5604	218	5	,	,	PUNCT
ajceb-5604	218	6	27(3	27(3	NUM
ajceb-5604	218	7	)	)	PUNCT
ajceb-5604	218	8	,	,	PUNCT
ajceb-5604	218	9	pp.635	pp.635	PROPN
ajceb-5604	218	10	-	-	PUNCT
ajceb-5604	218	11	660	660	NUM
ajceb-5604	218	12	https://doi.org/10.1016/j.ijforecast.2011.04.001	https://doi.org/10.1016/j.ijforecast.2011.04.001	NOUN
ajceb-5604	218	13	.	.	PUNCT
ajceb-5604	219	1	fan	fan	PROPN
ajceb-5604	219	2	,	,	PUNCT
ajceb-5604	219	3	r.	r.	PROPN
ajceb-5604	219	4	y.	y.	PROPN
ajceb-5604	219	5	c.	c.	PROPN
ajceb-5604	219	6	,	,	PUNCT
ajceb-5604	219	7	ng	ng	PROPN
ajceb-5604	219	8	,	,	PUNCT
ajceb-5604	219	9	s.	s.	PROPN
ajceb-5604	219	10	t.	t.	PROPN
ajceb-5604	219	11	and	and	CCONJ
ajceb-5604	219	12	wong	wong	PROPN
ajceb-5604	219	13	,	,	PUNCT
ajceb-5604	219	14	j.	j.	PROPN
ajceb-5604	219	15	m.	m.	PROPN
ajceb-5604	219	16	w.	w.	PROPN
ajceb-5604	219	17	,	,	PUNCT
ajceb-5604	219	18	2010	2010	NUM
ajceb-5604	219	19	.	.	PUNCT
ajceb-5604	220	1	reliability	reliability	NOUN
ajceb-5604	220	2	of	of	ADP
ajceb-5604	220	3	the	the	DET
ajceb-5604	220	4	box	box	NOUN
ajceb-5604	220	5	-	-	PUNCT
ajceb-5604	220	6	jenkins	jenkins	PROPN
ajceb-5604	220	7	model	model	NOUN
ajceb-5604	220	8	for	for	ADP
ajceb-5604	220	9	forecasting	forecast	VERB
ajceb-5604	220	10	construction	construction	NOUN
ajceb-5604	220	11	demand	demand	NOUN
ajceb-5604	220	12	covering	cover	VERB
ajceb-5604	220	13	times	time	NOUN
ajceb-5604	220	14	of	of	ADP
ajceb-5604	220	15	economic	economic	ADJ
ajceb-5604	220	16	austerity	austerity	NOUN
ajceb-5604	220	17	,	,	PUNCT
ajceb-5604	220	18	construction	construction	NOUN
ajceb-5604	220	19	management	management	NOUN
ajceb-5604	220	20	and	and	CCONJ
ajceb-5604	220	21	economics	economic	NOUN
ajceb-5604	220	22	,	,	PUNCT
ajceb-5604	220	23	28	28	NUM
ajceb-5604	220	24	,	,	PUNCT
ajceb-5604	220	25	pp.241	pp.241	NOUN
ajceb-5604	220	26	-	-	SYM
ajceb-5604	220	27	254	254	NUM
ajceb-5604	220	28	https://doi.org/10.1080/01446190903369899	https://doi.org/10.1080/01446190903369899	NOUN
ajceb-5604	220	29	.	.	PUNCT
ajceb-5604	221	1	fellows	fellows	PROPN
ajceb-5604	221	2	,	,	PUNCT
ajceb-5604	221	3	r.f	r.f	PROPN
ajceb-5604	221	4	.	.	PROPN
ajceb-5604	221	5	,	,	PUNCT
ajceb-5604	221	6	1991	1991	NUM
ajceb-5604	221	7	.	.	PUNCT
ajceb-5604	222	1	escalation	escalation	NOUN
ajceb-5604	222	2	management	management	NOUN
ajceb-5604	222	3	:	:	PUNCT
ajceb-5604	222	4	forecasting	forecast	VERB
ajceb-5604	222	5	the	the	DET
ajceb-5604	222	6	effects	effect	NOUN
ajceb-5604	222	7	of	of	ADP
ajceb-5604	222	8	inflation	inflation	NOUN
ajceb-5604	222	9	on	on	ADP
ajceb-5604	222	10	building	building	NOUN
ajceb-5604	222	11	projects	project	NOUN
ajceb-5604	222	12	.	.	PUNCT
ajceb-5604	223	1	construction	construction	NOUN
ajceb-5604	223	2	management	management	NOUN
ajceb-5604	223	3	and	and	CCONJ
ajceb-5604	223	4	economics	economic	NOUN
ajceb-5604	223	5	,	,	PUNCT
ajceb-5604	223	6	9	9	NUM
ajceb-5604	223	7	,	,	PUNCT
ajceb-5604	223	8	pp.187	pp.187	NOUN
ajceb-5604	223	9	-	-	PUNCT
ajceb-5604	223	10	204	204	NUM
ajceb-5604	223	11	https://doi.org/10.1080/01446199100000016	https://doi.org/10.1080/01446199100000016	PROPN
ajceb-5604	223	12	.	.	PUNCT
ajceb-5604	224	1	fitzgerald	fitzgerald	PROPN
ajceb-5604	224	2	,	,	PUNCT
ajceb-5604	224	3	e.	e.	PROPN
ajceb-5604	224	4	and	and	CCONJ
ajceb-5604	224	5	akintoye	akintoye	PROPN
ajceb-5604	224	6	,	,	PUNCT
ajceb-5604	224	7	a.	a.	NOUN
ajceb-5604	224	8	,	,	PUNCT
ajceb-5604	224	9	1995	1995	NUM
ajceb-5604	224	10	.	.	PUNCT
ajceb-5604	225	1	the	the	DET
ajceb-5604	225	2	accuracy	accuracy	NOUN
ajceb-5604	225	3	and	and	CCONJ
ajceb-5604	225	4	optimal	optimal	ADJ
ajceb-5604	225	5	linear	linear	ADJ
ajceb-5604	225	6	correction	correction	NOUN
ajceb-5604	225	7	of	of	ADP
ajceb-5604	225	8	uk	uk	PROPN
ajceb-5604	225	9	construction	construction	NOUN
ajceb-5604	225	10	tender	tender	NOUN
ajceb-5604	225	11	price	price	NOUN
ajceb-5604	225	12	index	index	NOUN
ajceb-5604	225	13	forecasts	forecast	NOUN
ajceb-5604	225	14	.	.	PUNCT
ajceb-5604	226	1	construction	construction	NOUN
ajceb-5604	226	2	management	management	NOUN
ajceb-5604	226	3	and	and	CCONJ
ajceb-5604	226	4	economics	economic	NOUN
ajceb-5604	226	5	,	,	PUNCT
ajceb-5604	226	6	13(6	13(6	NUM
ajceb-5604	226	7	)	)	PUNCT
ajceb-5604	226	8	,	,	PUNCT
ajceb-5604	226	9	pp.493	pp.493	PROPN
ajceb-5604	226	10	-	-	PUNCT
ajceb-5604	226	11	500	500	NUM
ajceb-5604	226	12	https://doi	https://doi	PROPN
ajceb-5604	226	13	.	.	PUNCT
ajceb-5604	226	14	org/10.1080/01446199500000057	org/10.1080/01446199500000057	NOUN
ajceb-5604	226	15	.	.	PUNCT
ajceb-5604	227	1	ghana	ghana	PROPN
ajceb-5604	227	2	statistical	statistical	ADJ
ajceb-5604	227	3	service	service	NOUN
ajceb-5604	227	4	,	,	PUNCT
ajceb-5604	227	5	2016	2016	NUM
ajceb-5604	227	6	.	.	PUNCT
ajceb-5604	228	1	available	available	ADJ
ajceb-5604	228	2	at	at	ADP
ajceb-5604	228	3	:	:	PUNCT
ajceb-5604	228	4	http://www.statsghana.gov.gh/cpi.html	http://www.statsghana.gov.gh/cpi.html	NOUN
ajceb-5604	229	1	[	[	PUNCT
ajceb-5604	229	2	accessed	access	VERB
ajceb-5604	229	3	24	24	NUM
ajceb-5604	229	4	april	april	PROPN
ajceb-5604	229	5	2015	2015	NUM
ajceb-5604	229	6	]	]	PUNCT
ajceb-5604	229	7	.	.	PUNCT
ajceb-5604	230	1	goh	goh	PROPN
ajceb-5604	230	2	,	,	PUNCT
ajceb-5604	230	3	b.h	b.h	PROPN
ajceb-5604	230	4	.	.	PROPN
ajceb-5604	230	5	and	and	CCONJ
ajceb-5604	230	6	teo	teo	PROPN
ajceb-5604	230	7	h.p	h.p	PROPN
ajceb-5604	230	8	.	.	PROPN
ajceb-5604	230	9	,	,	PUNCT
ajceb-5604	230	10	1993	1993	NUM
ajceb-5604	230	11	.	.	PUNCT
ajceb-5604	231	1	building	build	VERB
ajceb-5604	231	2	tender	tender	NOUN
ajceb-5604	231	3	price	price	NOUN
ajceb-5604	231	4	and	and	CCONJ
ajceb-5604	231	5	forecasting	forecasting	NOUN
ajceb-5604	231	6	model	model	NOUN
ajceb-5604	231	7	in	in	ADP
ajceb-5604	231	8	singapore	singapore	PROPN
ajceb-5604	231	9	.	.	PUNCT
ajceb-5604	232	1	rics	rics	PROPN
ajceb-5604	232	2	research	research	PROPN
ajceb-5604	232	3	paper	paper	PROPN
ajceb-5604	232	4	series	series	NOUN
ajceb-5604	232	5	18	18	NUM
ajceb-5604	232	6	.	.	PUNCT
ajceb-5604	233	1	london	london	PROPN
ajceb-5604	233	2	:	:	PUNCT
ajceb-5604	233	3	royal	royal	ADJ
ajceb-5604	233	4	institution	institution	NOUN
ajceb-5604	233	5	of	of	ADP
ajceb-5604	233	6	chartered	chartered	PROPN
ajceb-5604	233	7	surveyor	surveyor	PROPN
ajceb-5604	233	8	goh	goh	PROPN
ajceb-5604	233	9	,	,	PUNCT
ajceb-5604	233	10	b.h	b.h	PROPN
ajceb-5604	233	11	.	.	PROPN
ajceb-5604	233	12	and	and	CCONJ
ajceb-5604	233	13	teo	teo	PROPN
ajceb-5604	233	14	h.p	h.p	PROPN
ajceb-5604	233	15	.	.	PROPN
ajceb-5604	233	16	,	,	PUNCT
ajceb-5604	233	17	2000	2000	NUM
ajceb-5604	233	18	.	.	PUNCT
ajceb-5604	234	1	forecasting	forecast	VERB
ajceb-5604	234	2	construction	construction	NOUN
ajceb-5604	234	3	industry	industry	NOUN
ajceb-5604	234	4	demand	demand	NOUN
ajceb-5604	234	5	,	,	PUNCT
ajceb-5604	234	6	price	price	NOUN
ajceb-5604	234	7	and	and	CCONJ
ajceb-5604	234	8	productivity	productivity	NOUN
ajceb-5604	234	9	in	in	ADP
ajceb-5604	234	10	the	the	DET
ajceb-5604	234	11	box	box	NOUN
ajceb-5604	234	12	–	–	PUNCT
ajceb-5604	234	13	jenkins	jenkins	PROPN
ajceb-5604	234	14	approach	approach	NOUN
ajceb-5604	234	15	.	.	PUNCT
ajceb-5604	235	1	construction	construction	NOUN
ajceb-5604	235	2	management	management	NOUN
ajceb-5604	235	3	and	and	CCONJ
ajceb-5604	235	4	economics	economic	NOUN
ajceb-5604	235	5	,	,	PUNCT
ajceb-5604	235	6	18(5	18(5	NUM
ajceb-5604	235	7	)	)	PUNCT
ajceb-5604	235	8	,	,	PUNCT
ajceb-5604	235	9	pp.607	pp.607	PROPN
ajceb-5604	235	10	-	-	PUNCT
ajceb-5604	235	11	18	18	NUM
ajceb-5604	235	12	https://doi	https://doi	PROPN
ajceb-5604	235	13	.	.	PUNCT
ajceb-5604	236	1	org/10.1080/014461900407419	org/10.1080/014461900407419	PROPN
ajceb-5604	236	2	.	.	PUNCT
ajceb-5604	237	1	granger	granger	PROPN
ajceb-5604	237	2	,	,	PUNCT
ajceb-5604	237	3	c.	c.	PROPN
ajceb-5604	237	4	w.	w.	PROPN
ajceb-5604	237	5	,	,	PUNCT
ajceb-5604	237	6	(	(	PUNCT
ajceb-5604	237	7	20011	20011	NUM
ajceb-5604	237	8	)	)	PUNCT
ajceb-5604	237	9	.	.	PUNCT
ajceb-5604	238	1	macro	macro	ADJ
ajceb-5604	238	2	econometrics	econometric	NOUN
ajceb-5604	238	3	–	–	PUNCT
ajceb-5604	238	4	past	past	NOUN
ajceb-5604	238	5	and	and	CCONJ
ajceb-5604	238	6	future	future	ADJ
ajceb-5604	238	7	.	.	PUNCT
ajceb-5604	239	1	journal	journal	NOUN
ajceb-5604	239	2	of	of	ADP
ajceb-5604	239	3	econometrics	econometric	NOUN
ajceb-5604	239	4	,	,	PUNCT
ajceb-5604	239	5	100(1	100(1	NUM
ajceb-5604	239	6	)	)	PUNCT
ajceb-5604	239	7	,	,	PUNCT
ajceb-5604	239	8	pp.1719	pp.1719	PROPN
ajceb-5604	239	9	https://doi.org/10.1016/s0304-4076(00)00047-6	https://doi.org/10.1016/s0304-4076(00)00047-6	NOUN
ajceb-5604	239	10	.	.	PUNCT
ajceb-5604	240	1	hassanein	hassanein	PROPN
ajceb-5604	240	2	,	,	PUNCT
ajceb-5604	240	3	a.a	a.a	PROPN
ajceb-5604	240	4	.	.	PROPN
ajceb-5604	240	5	and	and	CCONJ
ajceb-5604	240	6	khalil	khalil	PROPN
ajceb-5604	240	7	,	,	PUNCT
ajceb-5604	240	8	b.n	b.n	PROPN
ajceb-5604	240	9	.	.	PROPN
ajceb-5604	240	10	,	,	PUNCT
ajceb-5604	240	11	2006	2006	NUM
ajceb-5604	240	12	.	.	PUNCT
ajceb-5604	241	1	building	build	VERB
ajceb-5604	241	2	egypt	egypt	PROPN
ajceb-5604	241	3	1	1	NUM
ajceb-5604	241	4	-	-	PUNCT
ajceb-5604	241	5	a	a	DET
ajceb-5604	241	6	general	general	ADJ
ajceb-5604	241	7	indicator	indicator	NOUN
ajceb-5604	241	8	cost	cost	NOUN
ajceb-5604	241	9	indices	index	NOUN
ajceb-5604	241	10	for	for	ADP
ajceb-5604	241	11	the	the	DET
ajceb-5604	241	12	egyptian	egyptian	ADJ
ajceb-5604	241	13	construction	construction	NOUN
ajceb-5604	241	14	industry	industry	NOUN
ajceb-5604	241	15	.	.	PUNCT
ajceb-5604	242	1	engineering	engineering	NOUN
ajceb-5604	242	2	,	,	PUNCT
ajceb-5604	242	3	construction	construction	NOUN
ajceb-5604	242	4	and	and	CCONJ
ajceb-5604	242	5	architectural	architectural	ADJ
ajceb-5604	242	6	management	management	NOUN
ajceb-5604	242	7	,	,	PUNCT
ajceb-5604	242	8	13(5	13(5	NUM
ajceb-5604	242	9	)	)	PUNCT
ajceb-5604	242	10	,	,	PUNCT
ajceb-5604	242	11	pp.463	pp.463	PROPN
ajceb-5604	242	12	-	-	SYM
ajceb-5604	242	13	80	80	NUM
ajceb-5604	242	14	https://doi.org/10.1108/09699980610690747	https://doi.org/10.1108/09699980610690747	NOUN
ajceb-5604	242	15	.	.	PUNCT
ajceb-5604	243	1	ho	ho	PROPN
ajceb-5604	243	2	,	,	PUNCT
ajceb-5604	243	3	p.	p.	PROPN
ajceb-5604	243	4	h.	h.	PROPN
ajceb-5604	243	5	,	,	PUNCT
ajceb-5604	243	6	(	(	PUNCT
ajceb-5604	243	7	2013	2013	NUM
ajceb-5604	243	8	)	)	PUNCT
ajceb-5604	243	9	.	.	PUNCT
ajceb-5604	244	1	forecasting	forecast	VERB
ajceb-5604	244	2	tender	tender	NOUN
ajceb-5604	244	3	price	price	NOUN
ajceb-5604	244	4	index	index	NOUN
ajceb-5604	244	5	under	under	ADP
ajceb-5604	244	6	incomplete	incomplete	ADJ
ajceb-5604	244	7	information	information	NOUN
ajceb-5604	244	8	.	.	PUNCT
ajceb-5604	245	1	journal	journal	NOUN
ajceb-5604	245	2	of	of	ADP
ajceb-5604	245	3	the	the	DET
ajceb-5604	245	4	operational	operational	ADJ
ajceb-5604	245	5	research	research	NOUN
ajceb-5604	245	6	society	society	NOUN
ajceb-5604	245	7	,	,	PUNCT
ajceb-5604	245	8	64(8	64(8	NOUN
ajceb-5604	245	9	)	)	PUNCT
ajceb-5604	245	10	,	,	PUNCT
ajceb-5604	245	11	pp.1248	pp.1248	PROPN
ajceb-5604	245	12	-	-	PUNCT
ajceb-5604	245	13	1257	1257	NUM
ajceb-5604	245	14	https://doi.org/10.1057/jors.2012.168	https://doi.org/10.1057/jors.2012.168	NOUN
ajceb-5604	245	15	.	.	PUNCT
ajceb-5604	246	1	kissi	kissi	PROPN
ajceb-5604	246	2	,	,	PUNCT
ajceb-5604	246	3	adjei	adjei	PROPN
ajceb-5604	246	4	-	-	PUNCT
ajceb-5604	246	5	kumi	kumi	PROPN
ajceb-5604	246	6	,	,	PUNCT
ajceb-5604	246	7	amoah	amoah	NOUN
ajceb-5604	246	8	and	and	CCONJ
ajceb-5604	246	9	gyimah	gyimah	NOUN
ajceb-5604	246	10	construction	construction	NOUN
ajceb-5604	246	11	economics	economic	NOUN
ajceb-5604	246	12	and	and	CCONJ
ajceb-5604	246	13	building	building	NOUN
ajceb-5604	246	14	,	,	PUNCT
ajceb-5604	246	15	vol	vol	NOUN
ajceb-5604	246	16	.	.	PROPN
ajceb-5604	246	17	18	18	NUM
ajceb-5604	246	18	,	,	PUNCT
ajceb-5604	246	19	no	no	INTJ
ajceb-5604	246	20	.	.	NOUN
ajceb-5604	246	21	1	1	NUM
ajceb-5604	246	22	,	,	PUNCT
ajceb-5604	246	23	march	march	PROPN
ajceb-5604	246	24	201880	201880	NUM
ajceb-5604	246	25	https://www.bog.gov.gh/privatecontent/publications/staffworkingpapers/exchange%20rat%20%20pass%20through%20in%20ghana.pdf	https://www.bog.gov.gh/privatecontent/publications/staffworkingpapers/exchange%20rat%20%20pass%20through%20in%20ghana.pdf	PROPN
ajceb-5604	246	26	https://www.bog.gov.gh/privatecontent/publications/staffworkingpapers/exchange%20rat%20%20pass%20through%20in%20ghana.pdf	https://www.bog.gov.gh/privatecontent/publications/staffworkingpapers/exchange%20rat%20%20pass%20through%20in%20ghana.pdf	PROPN
ajceb-5604	246	27	https://www.bog.gov.gh/privatecontent/publications/staffworkingpapers/exchange%20rat%20%20pass%20through%20in%20ghana.pdf	https://www.bog.gov.gh/privatecontent/publications/staffworkingpapers/exchange%20rat%20%20pass%20through%20in%20ghana.pdf	PROPN
ajceb-5604	246	28	https://doi.org/10.1002/for.3980140102	https://doi.org/10.1002/for.3980140102	VERB
ajceb-5604	246	29	https://doi.org/10.1080/10934529709376584	https://doi.org/10.1080/10934529709376584	PRON
ajceb-5604	246	30	https://doi.org/10.1016/j.ijforecast.2011.04.001	https://doi.org/10.1016/j.ijforecast.2011.04.001	NOUN
ajceb-5604	246	31	https://doi.org/10.1080/01446190903369899	https://doi.org/10.1080/01446190903369899	NOUN
ajceb-5604	246	32	https://doi.org/10.1080/01446199100000016	https://doi.org/10.1080/01446199100000016	X
ajceb-5604	246	33	https://doi.org/10.1080/01446199500000057	https://doi.org/10.1080/01446199500000057	NOUN
ajceb-5604	246	34	https://doi.org/10.1080/01446199500000057	https://doi.org/10.1080/01446199500000057	NOUN
ajceb-5604	246	35	http://www/	http://www/	PUNCT
ajceb-5604	246	36	http://www/	http://www/	X
ajceb-5604	247	1	https://doi.org/10.1080/014461900407419	https://doi.org/10.1080/014461900407419	X
ajceb-5604	247	2	https://doi.org/10.1080/014461900407419	https://doi.org/10.1080/014461900407419	X
ajceb-5604	247	3	https://doi.org/10.1016/s0304-4076(00)00047-6	https://doi.org/10.1016/s0304-4076(00)00047-6	ADV
ajceb-5604	247	4	https://doi.org/10.1108/09699980610690747	https://doi.org/10.1108/09699980610690747	NOUN
ajceb-5604	247	5	https://doi.org/10.1057/jors.2012.168	https://doi.org/10.1057/jors.2012.168	VERB
ajceb-5604	247	6	hoptroff	hoptroff	NOUN
ajceb-5604	247	7	,	,	PUNCT
ajceb-5604	247	8	r.g	r.g	PROPN
ajceb-5604	247	9	.	.	PROPN
ajceb-5604	247	10	,	,	PUNCT
ajceb-5604	247	11	bramson	bramson	PROPN
ajceb-5604	247	12	,	,	PUNCT
ajceb-5604	247	13	m.j	m.j	PROPN
ajceb-5604	247	14	.	.	PROPN
ajceb-5604	247	15	and	and	CCONJ
ajceb-5604	247	16	hall	hall	PROPN
ajceb-5604	247	17	,	,	PUNCT
ajceb-5604	247	18	t.j	t.j	PROPN
ajceb-5604	247	19	.	.	PROPN
ajceb-5604	247	20	,	,	PUNCT
ajceb-5604	247	21	1991	1991	NUM
ajceb-5604	247	22	.	.	PUNCT
ajceb-5604	248	1	forecasting	forecast	VERB
ajceb-5604	248	2	economic	economic	ADJ
ajceb-5604	248	3	turning	turning	NOUN
ajceb-5604	248	4	points	point	NOUN
ajceb-5604	248	5	with	with	ADP
ajceb-5604	248	6	neural	neural	ADJ
ajceb-5604	248	7	nets	net	NOUN
ajceb-5604	248	8	.	.	PUNCT
ajceb-5604	249	1	neurocomputing	neurocompute	VERB
ajceb-5604	249	2	application	application	NOUN
ajceb-5604	249	3	forum	forum	PROPN
ajceb-5604	249	4	,	,	PUNCT
ajceb-5604	249	5	university	university	PROPN
ajceb-5604	249	6	of	of	ADP
ajceb-5604	249	7	aston	aston	PROPN
ajceb-5604	249	8	,	,	PUNCT
ajceb-5604	249	9	birmingham	birmingham	PROPN
ajceb-5604	249	10	,	,	PUNCT
ajceb-5604	249	11	april	april	PROPN
ajceb-5604	249	12	https://doi	https://doi	PROPN
ajceb-5604	249	13	.	.	PUNCT
ajceb-5604	250	1	org/10.1109	org/10.1109	PROPN
ajceb-5604	250	2	/	/	SYM
ajceb-5604	250	3	ijcnn.1991.155201	ijcnn.1991.155201	PROPN
ajceb-5604	250	4	.	.	PUNCT
ajceb-5604	251	1	kongcharoen	kongcharoen	PROPN
ajceb-5604	251	2	,	,	PUNCT
ajceb-5604	251	3	c	c	PROPN
ajceb-5604	251	4	and	and	CCONJ
ajceb-5604	251	5	kruangpradit	kruangpradit	NOUN
ajceb-5604	251	6	,	,	PUNCT
ajceb-5604	251	7	t.	t.	PROPN
ajceb-5604	251	8	,	,	PUNCT
ajceb-5604	251	9	(	(	PUNCT
ajceb-5604	251	10	2013	2013	NUM
ajceb-5604	251	11	)	)	PUNCT
ajceb-5604	251	12	.	.	PUNCT
ajceb-5604	252	1	autoregressive	autoregressive	ADJ
ajceb-5604	252	2	integrated	integrated	ADJ
ajceb-5604	252	3	moving	move	VERB
ajceb-5604	252	4	average	average	NOUN
ajceb-5604	252	5	with	with	ADP
ajceb-5604	252	6	explanatory	explanatory	ADJ
ajceb-5604	252	7	variable	variable	NOUN
ajceb-5604	252	8	(	(	PUNCT
ajceb-5604	252	9	arimax	arimax	PROPN
ajceb-5604	252	10	)	)	PUNCT
ajceb-5604	252	11	model	model	NOUN
ajceb-5604	252	12	for	for	ADP
ajceb-5604	252	13	thailand	thailand	PROPN
ajceb-5604	252	14	export	export	PROPN
ajceb-5604	252	15	,	,	PUNCT
ajceb-5604	252	16	33rd	33rd	ADJ
ajceb-5604	252	17	international	international	ADJ
ajceb-5604	252	18	symposium	symposium	NOUN
ajceb-5604	252	19	on	on	ADP
ajceb-5604	252	20	forecasting	forecasting	NOUN
ajceb-5604	252	21	,	,	PUNCT
ajceb-5604	252	22	south	south	PROPN
ajceb-5604	252	23	korea	korea	PROPN
ajceb-5604	252	24	,	,	PUNCT
ajceb-5604	252	25	p.	p.	NOUN
ajceb-5604	252	26	2	2	NUM
ajceb-5604	252	27	.	.	PUNCT
ajceb-5604	253	1	li	li	PROPN
ajceb-5604	253	2	,	,	PUNCT
ajceb-5604	253	3	h.	h.	PROPN
ajceb-5604	253	4	and	and	CCONJ
ajceb-5604	253	5	love	love	PROPN
ajceb-5604	253	6	,	,	PUNCT
ajceb-5604	253	7	p.e.d	p.e.d	PROPN
ajceb-5604	253	8	.	.	PROPN
ajceb-5604	253	9	,	,	PUNCT
ajceb-5604	253	10	(	(	PUNCT
ajceb-5604	253	11	1999	1999	NUM
ajceb-5604	253	12	.	.	PUNCT
ajceb-5604	253	13	)	)	PUNCT
ajceb-5604	254	1	combining	combine	VERB
ajceb-5604	254	2	rule	rule	NOUN
ajceb-5604	254	3	-	-	PUNCT
ajceb-5604	254	4	based	base	VERB
ajceb-5604	254	5	expert	expert	NOUN
ajceb-5604	254	6	systems	system	NOUN
ajceb-5604	254	7	and	and	CCONJ
ajceb-5604	254	8	artificial	artificial	ADJ
ajceb-5604	254	9	neural	neural	ADJ
ajceb-5604	254	10	networks	network	NOUN
ajceb-5604	254	11	for	for	ADP
ajceb-5604	254	12	mark	mark	NOUN
ajceb-5604	254	13	-	-	PUNCT
ajceb-5604	254	14	up	up	ADP
ajceb-5604	254	15	estimation	estimation	NOUN
ajceb-5604	254	16	,	,	PUNCT
ajceb-5604	254	17	construction	construction	NOUN
ajceb-5604	254	18	management	management	NOUN
ajceb-5604	254	19	and	and	CCONJ
ajceb-5604	254	20	economics	economic	NOUN
ajceb-5604	254	21	,	,	PUNCT
ajceb-5604	254	22	17(2	17(2	NUM
ajceb-5604	254	23	)	)	PUNCT
ajceb-5604	254	24	,	,	PUNCT
ajceb-5604	254	25	pp.169	pp.169	NOUN
ajceb-5604	254	26	-	-	ADJ
ajceb-5604	254	27	176	176	NUM
ajceb-5604	254	28	https://doi	https://doi	PROPN
ajceb-5604	254	29	.	.	PUNCT
ajceb-5604	255	1	org/10.1080/014461999371664	org/10.1080/014461999371664	PROPN
ajceb-5604	255	2	.	.	PUNCT
ajceb-5604	256	1	li	li	PROPN
ajceb-5604	256	2	,	,	PUNCT
ajceb-5604	256	3	x.	x.	PROPN
ajceb-5604	256	4	,	,	PUNCT
ajceb-5604	256	5	ogier	ogier	PROPN
ajceb-5604	256	6	,	,	PUNCT
ajceb-5604	256	7	j.	j.	PROPN
ajceb-5604	256	8	,	,	PUNCT
ajceb-5604	256	9	and	and	CCONJ
ajceb-5604	256	10	cullen	cullen	PROPN
ajceb-5604	256	11	,	,	PUNCT
ajceb-5604	256	12	j.	j.	PROPN
ajceb-5604	256	13	,	,	PUNCT
ajceb-5604	256	14	(	(	PUNCT
ajceb-5604	256	15	2006	2006	NUM
ajceb-5604	256	16	)	)	PUNCT
ajceb-5604	256	17	.	.	PUNCT
ajceb-5604	257	1	an	an	DET
ajceb-5604	257	2	economic	economic	ADJ
ajceb-5604	257	3	modelling	modelling	NOUN
ajceb-5604	257	4	approach	approach	NOUN
ajceb-5604	257	5	for	for	ADP
ajceb-5604	257	6	public	public	ADJ
ajceb-5604	257	7	sector	sector	NOUN
ajceb-5604	257	8	construction	construction	NOUN
ajceb-5604	257	9	workload	workload	NOUN
ajceb-5604	257	10	planning	planning	NOUN
ajceb-5604	257	11	.	.	PUNCT
ajceb-5604	258	1	construction	construction	NOUN
ajceb-5604	258	2	management	management	NOUN
ajceb-5604	258	3	and	and	CCONJ
ajceb-5604	258	4	economics	economic	NOUN
ajceb-5604	258	5	,	,	PUNCT
ajceb-5604	258	6	24(11	24(11	NUM
ajceb-5604	258	7	)	)	PUNCT
ajceb-5604	258	8	,	,	PUNCT
ajceb-5604	258	9	pp.1137	pp.1137	PROPN
ajceb-5604	258	10	-	-	PUNCT
ajceb-5604	258	11	1147	1147	NUM
ajceb-5604	258	12	https://doi.org/10.1080/01446190600798960	https://doi.org/10.1080/01446190600798960	NOUN
ajceb-5604	258	13	.	.	PUNCT
ajceb-5604	258	14	mccaffer	mccaffer	PROPN
ajceb-5604	258	15	,	,	PUNCT
ajceb-5604	258	16	r.	r.	PROPN
ajceb-5604	258	17	,	,	PUNCT
ajceb-5604	258	18	mccaffrey	mccaffrey	PROPN
ajceb-5604	258	19	,	,	PUNCT
ajceb-5604	258	20	m.j	m.j	PROPN
ajceb-5604	258	21	.	.	PROPN
ajceb-5604	258	22	and	and	CCONJ
ajceb-5604	258	23	thorpe	thorpe	PROPN
ajceb-5604	258	24	,	,	PUNCT
ajceb-5604	258	25	a.	a.	PROPN
ajceb-5604	258	26	,	,	PUNCT
ajceb-5604	258	27	1983	1983	NUM
ajceb-5604	258	28	.	.	PUNCT
ajceb-5604	259	1	the	the	DET
ajceb-5604	259	2	disparity	disparity	NOUN
ajceb-5604	259	3	between	between	ADP
ajceb-5604	259	4	construction	construction	NOUN
ajceb-5604	259	5	cost	cost	NOUN
ajceb-5604	259	6	and	and	CCONJ
ajceb-5604	259	7	tender	tender	ADJ
ajceb-5604	259	8	price	price	NOUN
ajceb-5604	259	9	movements	movement	NOUN
ajceb-5604	259	10	,	,	PUNCT
ajceb-5604	259	11	construction	construction	NOUN
ajceb-5604	259	12	papers	paper	NOUN
ajceb-5604	259	13	.	.	PUNCT
ajceb-5604	260	1	chartered	chartered	PROPN
ajceb-5604	260	2	institute	institute	PROPN
ajceb-5604	260	3	of	of	ADP
ajceb-5604	260	4	building	building	PROPN
ajceb-5604	260	5	2(2	2(2	NUM
ajceb-5604	260	6	)	)	PUNCT
ajceb-5604	260	7	,	,	PUNCT
ajceb-5604	260	8	pp.17	pp.17	NOUN
ajceb-5604	260	9	-	-	SYM
ajceb-5604	260	10	28	28	NUM
ajceb-5604	260	11	.	.	PUNCT
ajceb-5604	261	1	ng	ng	PROPN
ajceb-5604	261	2	,	,	PUNCT
ajceb-5604	261	3	s.	s.	PROPN
ajceb-5604	261	4	,	,	PUNCT
ajceb-5604	261	5	cheung	cheung	PROPN
ajceb-5604	261	6	,	,	PUNCT
ajceb-5604	261	7	s.o	s.o	PROPN
ajceb-5604	261	8	.	.	PROPN
ajceb-5604	261	9	,	,	PUNCT
ajceb-5604	261	10	lam	lam	PROPN
ajceb-5604	261	11	,	,	PUNCT
ajceb-5604	261	12	k.c	k.c	PROPN
ajceb-5604	261	13	.	.	PROPN
ajceb-5604	261	14	,	,	PUNCT
ajceb-5604	261	15	skitmore	skitmore	NOUN
ajceb-5604	261	16	,	,	PUNCT
ajceb-5604	261	17	m.	m.	NOUN
ajceb-5604	261	18	and	and	CCONJ
ajceb-5604	261	19	wong	wong	PROPN
ajceb-5604	261	20	,	,	PUNCT
ajceb-5604	261	21	l.y	l.y	PROPN
ajceb-5604	261	22	.	.	PROPN
ajceb-5604	261	23	,	,	PUNCT
ajceb-5604	261	24	2000	2000	NUM
ajceb-5604	261	25	.	.	PUNCT
ajceb-5604	262	1	prediction	prediction	NOUN
ajceb-5604	262	2	of	of	ADP
ajceb-5604	262	3	tender	tender	ADJ
ajceb-5604	262	4	price	price	NOUN
ajceb-5604	262	5	index	index	NOUN
ajceb-5604	262	6	directional	directional	ADJ
ajceb-5604	262	7	changes	change	NOUN
ajceb-5604	262	8	.	.	PUNCT
ajceb-5604	263	1	construction	construction	NOUN
ajceb-5604	263	2	management	management	NOUN
ajceb-5604	263	3	and	and	CCONJ
ajceb-5604	263	4	economics	economic	NOUN
ajceb-5604	263	5	,	,	PUNCT
ajceb-5604	263	6	18(7	18(7	NUM
ajceb-5604	263	7	)	)	PUNCT
ajceb-5604	263	8	,	,	PUNCT
ajceb-5604	263	9	pp.843	pp.843	PROPN
ajceb-5604	263	10	-	-	PUNCT
ajceb-5604	263	11	52	52	NUM
ajceb-5604	263	12	https://doi	https://doi	PROPN
ajceb-5604	263	13	.	.	PUNCT
ajceb-5604	263	14	org/10.1080/014461900433122	org/10.1080/014461900433122	PROPN
ajceb-5604	263	15	.	.	PUNCT
ajceb-5604	264	1	ng	ng	PROPN
ajceb-5604	264	2	,	,	PUNCT
ajceb-5604	264	3	s.	s.	PROPN
ajceb-5604	264	4	,	,	PUNCT
ajceb-5604	264	5	cheung	cheung	PROPN
ajceb-5604	264	6	,	,	PUNCT
ajceb-5604	264	7	s.o	s.o	PROPN
ajceb-5604	264	8	.	.	PROPN
ajceb-5604	264	9	,	,	PUNCT
ajceb-5604	264	10	skitmore	skitmore	NOUN
ajceb-5604	264	11	,	,	PUNCT
ajceb-5604	264	12	m.	m.	NOUN
ajceb-5604	264	13	and	and	CCONJ
ajceb-5604	264	14	wong	wong	PROPN
ajceb-5604	264	15	,	,	PUNCT
ajceb-5604	264	16	t.c	t.c	PROPN
ajceb-5604	264	17	.	.	PROPN
ajceb-5604	264	18	,	,	PUNCT
ajceb-5604	264	19	2004	2004	NUM
ajceb-5604	264	20	.	.	PUNCT
ajceb-5604	265	1	an	an	DET
ajceb-5604	265	2	integrated	integrate	VERB
ajceb-5604	265	3	regression	regression	NOUN
ajceb-5604	265	4	analysis	analysis	NOUN
ajceb-5604	265	5	and	and	CCONJ
ajceb-5604	265	6	time	time	NOUN
ajceb-5604	265	7	series	series	PROPN
ajceb-5604	265	8	model	model	NOUN
ajceb-5604	265	9	for	for	ADP
ajceb-5604	265	10	construction	construction	NOUN
ajceb-5604	265	11	tender	tender	NOUN
ajceb-5604	265	12	price	price	NOUN
ajceb-5604	265	13	index	index	NOUN
ajceb-5604	265	14	forecasting	forecasting	NOUN
ajceb-5604	265	15	.	.	PUNCT
ajceb-5604	266	1	construction	construction	NOUN
ajceb-5604	266	2	management	management	NOUN
ajceb-5604	266	3	and	and	CCONJ
ajceb-5604	266	4	economics	economic	NOUN
ajceb-5604	266	5	,	,	PUNCT
ajceb-5604	266	6	22(5	22(5	NOUN
ajceb-5604	266	7	)	)	PUNCT
ajceb-5604	266	8	,	,	PUNCT
ajceb-5604	266	9	pp.483	pp.483	PROPN
ajceb-5604	266	10	-	-	SYM
ajceb-5604	266	11	93	93	NUM
ajceb-5604	266	12	https://doi.org/10.1080/0144619042000202799	https://doi.org/10.1080/0144619042000202799	PROPN
ajceb-5604	266	13	.	.	PUNCT
ajceb-5604	267	1	oshodi	oshodi	PROPN
ajceb-5604	267	2	,	,	PUNCT
ajceb-5604	267	3	o.	o.	PROPN
ajceb-5604	267	4	,	,	PUNCT
ajceb-5604	267	5	ejohwomu	ejohwomu	NOUN
ajceb-5604	267	6	,	,	PUNCT
ajceb-5604	267	7	o.a	o.a	PROPN
ajceb-5604	267	8	.	.	PROPN
ajceb-5604	267	9	,	,	PUNCT
ajceb-5604	267	10	famakin	famakin	PROPN
ajceb-5604	267	11	,	,	PUNCT
ajceb-5604	267	12	i.o	i.o	PROPN
ajceb-5604	267	13	.	.	PROPN
ajceb-5604	267	14	and	and	CCONJ
ajceb-5604	267	15	cortez	cortez	PROPN
ajceb-5604	267	16	,	,	PUNCT
ajceb-5604	267	17	p.	p.	PROPN
ajceb-5604	267	18	,	,	PUNCT
ajceb-5604	267	19	2017	2017	NUM
ajceb-5604	267	20	.	.	PUNCT
ajceb-5604	268	1	comparing	compare	VERB
ajceb-5604	268	2	univariate	univariate	ADJ
ajceb-5604	268	3	techniques	technique	NOUN
ajceb-5604	268	4	for	for	ADP
ajceb-5604	268	5	tender	tender	ADJ
ajceb-5604	268	6	price	price	NOUN
ajceb-5604	268	7	index	index	NOUN
ajceb-5604	268	8	forecasting	forecasting	NOUN
ajceb-5604	268	9	:	:	PUNCT
ajceb-5604	268	10	box	box	NOUN
ajceb-5604	268	11	-	-	PUNCT
ajceb-5604	268	12	jenkins	jenkin	NOUN
ajceb-5604	268	13	and	and	CCONJ
ajceb-5604	268	14	neural	neural	ADJ
ajceb-5604	268	15	network	network	NOUN
ajceb-5604	268	16	model	model	NOUN
ajceb-5604	268	17	.	.	PUNCT
ajceb-5604	269	1	construction	construction	NOUN
ajceb-5604	269	2	economics	economic	NOUN
ajceb-5604	269	3	and	and	CCONJ
ajceb-5604	269	4	building	building	NOUN
ajceb-5604	269	5	,	,	PUNCT
ajceb-5604	269	6	17(3	17(3	NUM
ajceb-5604	269	7	)	)	PUNCT
ajceb-5604	269	8	,	,	PUNCT
ajceb-5604	269	9	pp.109	pp.109	PROPN
ajceb-5604	269	10	-	-	SYM
ajceb-5604	269	11	123	123	NUM
ajceb-5604	269	12	 	 	SPACE
ajceb-5604	269	13	https://doi.org/10.5130/ajceb.v17i3.5524	https://doi.org/10.5130/ajceb.v17i3.5524	NOUN
ajceb-5604	269	14	.	.	PUNCT
ajceb-5604	270	1	runeson	runeson	PROPN
ajceb-5604	270	2	,	,	PUNCT
ajceb-5604	270	3	k.g	k.g	PROPN
ajceb-5604	270	4	.	.	PROPN
ajceb-5604	270	5	,	,	PUNCT
ajceb-5604	270	6	1988	1988	NUM
ajceb-5604	270	7	.	.	PUNCT
ajceb-5604	271	1	methodology	methodology	NOUN
ajceb-5604	271	2	and	and	CCONJ
ajceb-5604	271	3	method	method	NOUN
ajceb-5604	271	4	for	for	ADP
ajceb-5604	271	5	price	price	NOUN
ajceb-5604	271	6	-	-	PUNCT
ajceb-5604	271	7	level	level	NOUN
ajceb-5604	271	8	forecasting	forecasting	NOUN
ajceb-5604	271	9	in	in	ADP
ajceb-5604	271	10	the	the	DET
ajceb-5604	271	11	building	building	NOUN
ajceb-5604	271	12	industry	industry	NOUN
ajceb-5604	271	13	.	.	PUNCT
ajceb-5604	272	1	construction	construction	NOUN
ajceb-5604	272	2	management	management	NOUN
ajceb-5604	272	3	and	and	CCONJ
ajceb-5604	272	4	economics	economic	NOUN
ajceb-5604	272	5	,	,	PUNCT
ajceb-5604	272	6	6(1	6(1	NUM
ajceb-5604	272	7	)	)	PUNCT
ajceb-5604	272	8	,	,	PUNCT
ajceb-5604	272	9	pp.49	pp.49	NOUN
ajceb-5604	272	10	-	-	SYM
ajceb-5604	272	11	55	55	NUM
ajceb-5604	272	12	https://doi.org/10.1080/01446198800000006	https://doi.org/10.1080/01446198800000006	NOUN
ajceb-5604	272	13	.	.	PUNCT
ajceb-5604	273	1	taylor	taylor	PROPN
ajceb-5604	273	2	,	,	PUNCT
ajceb-5604	273	3	r.g	r.g	PROPN
ajceb-5604	273	4	.	.	PROPN
ajceb-5604	273	5	and	and	CCONJ
ajceb-5604	273	6	bowen	bowen	PROPN
ajceb-5604	273	7	,	,	PUNCT
ajceb-5604	273	8	p.a	p.a	PROPN
ajceb-5604	273	9	.	.	PROPN
ajceb-5604	273	10	,	,	PUNCT
ajceb-5604	273	11	(	(	PUNCT
ajceb-5604	273	12	1987	1987	NUM
ajceb-5604	273	13	.	.	PUNCT
ajceb-5604	273	14	)	)	PUNCT
ajceb-5604	274	1	building	build	VERB
ajceb-5604	274	2	price	price	NOUN
ajceb-5604	274	3	-	-	PUNCT
ajceb-5604	274	4	level	level	NOUN
ajceb-5604	274	5	forecasting	forecasting	NOUN
ajceb-5604	274	6	:	:	PUNCT
ajceb-5604	274	7	an	an	DET
ajceb-5604	274	8	examination	examination	NOUN
ajceb-5604	274	9	of	of	ADP
ajceb-5604	274	10	techniques	technique	NOUN
ajceb-5604	274	11	and	and	CCONJ
ajceb-5604	274	12	application	application	NOUN
ajceb-5604	274	13	,	,	PUNCT
ajceb-5604	274	14	construction	construction	NOUN
ajceb-5604	274	15	management	management	NOUN
ajceb-5604	274	16	and	and	CCONJ
ajceb-5604	274	17	economics	economic	NOUN
ajceb-5604	274	18	,	,	PUNCT
ajceb-5604	274	19	5(1	5(1	NUM
ajceb-5604	274	20	)	)	PUNCT
ajceb-5604	274	21	,	,	PUNCT
ajceb-5604	274	22	21	21	NUM
ajceb-5604	274	23	-	-	SYM
ajceb-5604	274	24	44	44	NUM
ajceb-5604	274	25	https://doi	https://doi	PROPN
ajceb-5604	274	26	.	.	PUNCT
ajceb-5604	274	27	org/10.1080/01446198700000004	org/10.1080/01446198700000004	PROPN
ajceb-5604	274	28	.	.	PUNCT
ajceb-5604	275	1	tong	tong	PROPN
ajceb-5604	275	2	,	,	PUNCT
ajceb-5604	275	3	h.	h.	PROPN
ajceb-5604	275	4	,	,	PUNCT
ajceb-5604	275	5	and	and	CCONJ
ajceb-5604	275	6	lim	lim	PROPN
ajceb-5604	275	7	,	,	PUNCT
ajceb-5604	275	8	k.	k.	PROPN
ajceb-5604	275	9	s.	s.	PROPN
ajceb-5604	275	10	,	,	PUNCT
ajceb-5604	275	11	(	(	PUNCT
ajceb-5604	275	12	1980	1980	NUM
ajceb-5604	275	13	)	)	PUNCT
ajceb-5604	275	14	.	.	PUNCT
ajceb-5604	276	1	threshold	threshold	NOUN
ajceb-5604	276	2	auto	auto	NOUN
ajceb-5604	276	3	regression	regression	NOUN
ajceb-5604	276	4	,	,	PUNCT
ajceb-5604	276	5	limit	limit	NOUN
ajceb-5604	276	6	cycles	cycle	NOUN
ajceb-5604	276	7	and	and	CCONJ
ajceb-5604	276	8	cyclical	cyclical	ADJ
ajceb-5604	276	9	data	datum	NOUN
ajceb-5604	276	10	.	.	PUNCT
ajceb-5604	277	1	journal	journal	NOUN
ajceb-5604	277	2	of	of	ADP
ajceb-5604	277	3	the	the	DET
ajceb-5604	277	4	royal	royal	ADJ
ajceb-5604	277	5	statistical	statistical	ADJ
ajceb-5604	277	6	society	society	NOUN
ajceb-5604	277	7	.	.	PUNCT
ajceb-5604	278	1	series	series	PROPN
ajceb-5604	278	2	b	b	PROPN
ajceb-5604	278	3	(	(	PUNCT
ajceb-5604	278	4	methodological	methodological	ADJ
ajceb-5604	278	5	)	)	PUNCT
ajceb-5604	278	6	,	,	PUNCT
ajceb-5604	278	7	pp245	pp245	PROPN
ajceb-5604	278	8	-	-	PROPN
ajceb-5604	278	9	292	292	NUM
ajceb-5604	278	10	https://doi	https://doi	PROPN
ajceb-5604	278	11	.	.	PUNCT
ajceb-5604	278	12	org/10.1142/9789812836281_0002	org/10.1142/9789812836281_0002	PROPN
ajceb-5604	278	13	.	.	PUNCT
ajceb-5604	279	1	williams	williams	PROPN
ajceb-5604	279	2	,	,	PUNCT
ajceb-5604	279	3	t.	t.	PROPN
ajceb-5604	279	4	p.	p.	PROPN
ajceb-5604	279	5	,	,	PUNCT
ajceb-5604	279	6	(	(	PUNCT
ajceb-5604	279	7	1994	1994	NUM
ajceb-5604	279	8	.	.	PUNCT
ajceb-5604	279	9	)	)	PUNCT
ajceb-5604	279	10	predicting	predict	VERB
ajceb-5604	279	11	changes	change	NOUN
ajceb-5604	279	12	in	in	ADP
ajceb-5604	279	13	construction	construction	NOUN
ajceb-5604	279	14	cost	cost	NOUN
ajceb-5604	279	15	indexes	index	NOUN
ajceb-5604	279	16	using	use	VERB
ajceb-5604	279	17	neural	neural	ADJ
ajceb-5604	279	18	networks	network	NOUN
ajceb-5604	279	19	,	,	PUNCT
ajceb-5604	279	20	journal	journal	NOUN
ajceb-5604	279	21	of	of	ADP
ajceb-5604	279	22	construction	construction	NOUN
ajceb-5604	279	23	engineering	engineering	NOUN
ajceb-5604	279	24	and	and	CCONJ
ajceb-5604	279	25	management	management	NOUN
ajceb-5604	279	26	,	,	PUNCT
ajceb-5604	279	27	asce	asce	NOUN
ajceb-5604	279	28	,	,	PUNCT
ajceb-5604	279	29	120(2	120(2	NUM
ajceb-5604	279	30	)	)	PUNCT
ajceb-5604	279	31	,	,	PUNCT
ajceb-5604	279	32	pp	pp	ADP
ajceb-5604	279	33	.	.	PUNCT
ajceb-5604	280	1	306	306	NUM
ajceb-5604	280	2	-	-	SYM
ajceb-5604	280	3	320	320	NUM
ajceb-5604	280	4	https://doi	https://doi	PROPN
ajceb-5604	280	5	.	.	PUNCT
ajceb-5604	280	6	org/10.1061/(asce)0733	org/10.1061/(asce)0733	ADJ
ajceb-5604	280	7	-	-	PUNCT
ajceb-5604	280	8	9364(1994)120:2(306	9364(1994)120:2(306	NUM
ajceb-5604	280	9	)	)	PUNCT
ajceb-5604	280	10	.	.	PUNCT
ajceb-5604	281	1	wisnowski	wisnowski	PROPN
ajceb-5604	281	2	,	,	PUNCT
ajceb-5604	281	3	j.	j.	PROPN
ajceb-5604	281	4	w.	w.	PROPN
ajceb-5604	281	5	,	,	PUNCT
ajceb-5604	281	6	montgomery	montgomery	PROPN
ajceb-5604	281	7	,	,	PUNCT
ajceb-5604	281	8	d.	d.	PROPN
ajceb-5604	281	9	c.	c.	PROPN
ajceb-5604	281	10	,	,	PUNCT
ajceb-5604	281	11	and	and	CCONJ
ajceb-5604	281	12	simpson	simpson	PROPN
ajceb-5604	281	13	,	,	PUNCT
ajceb-5604	281	14	j.	j.	PROPN
ajceb-5604	281	15	r.	r.	PROPN
ajceb-5604	281	16	,	,	PUNCT
ajceb-5604	281	17	(	(	PUNCT
ajceb-5604	281	18	2001	2001	NUM
ajceb-5604	281	19	)	)	PUNCT
ajceb-5604	281	20	.	.	PUNCT
ajceb-5604	282	1	a	a	DET
ajceb-5604	282	2	comparative	comparative	ADJ
ajceb-5604	282	3	analysis	analysis	NOUN
ajceb-5604	282	4	of	of	ADP
ajceb-5604	282	5	multiple	multiple	ADJ
ajceb-5604	282	6	outlier	outlier	NOUN
ajceb-5604	282	7	detection	detection	NOUN
ajceb-5604	282	8	procedures	procedure	NOUN
ajceb-5604	282	9	in	in	ADP
ajceb-5604	282	10	the	the	DET
ajceb-5604	282	11	linear	linear	PROPN
ajceb-5604	282	12	regression	regression	NOUN
ajceb-5604	282	13	model	model	NOUN
ajceb-5604	282	14	.	.	PUNCT
ajceb-5604	283	1	computational	computational	ADJ
ajceb-5604	283	2	statistics	statistic	NOUN
ajceb-5604	283	3	and	and	CCONJ
ajceb-5604	283	4	data	datum	NOUN
ajceb-5604	283	5	analysis	analysis	NOUN
ajceb-5604	283	6	,	,	PUNCT
ajceb-5604	283	7	36(3	36(3	NOUN
ajceb-5604	283	8	)	)	PUNCT
ajceb-5604	283	9	,	,	PUNCT
ajceb-5604	283	10	pp.369	pp.369	PROPN
ajceb-5604	283	11	-	-	PUNCT
ajceb-5604	283	12	382	382	NUM
ajceb-5604	283	13	https://doi.org/10.1016/s0167-9473(00)00042-6	https://doi.org/10.1016/s0167-9473(00)00042-6	PROPN
ajceb-5604	283	14	.	.	PUNCT
ajceb-5604	284	1	wong	wong	PROPN
ajceb-5604	284	2	,	,	PUNCT
ajceb-5604	284	3	a.l.y	a.l.y	PROPN
ajceb-5604	284	4	.	.	PROPN
ajceb-5604	284	5	,	,	PUNCT
ajceb-5604	284	6	2001	2001	NUM
ajceb-5604	284	7	.	.	PUNCT
ajceb-5604	285	1	predicting	predict	VERB
ajceb-5604	285	2	the	the	DET
ajceb-5604	285	3	trend	trend	NOUN
ajceb-5604	285	4	of	of	ADP
ajceb-5604	285	5	tender	tender	ADJ
ajceb-5604	285	6	price	price	NOUN
ajceb-5604	285	7	indices	index	NOUN
ajceb-5604	285	8	through	through	ADP
ajceb-5604	285	9	discriminant	discriminant	ADJ
ajceb-5604	285	10	analysis	analysis	NOUN
ajceb-5604	285	11	.	.	PUNCT
ajceb-5604	286	1	bsc	bsc	PROPN
ajceb-5604	286	2	quantity	quantity	NOUN
ajceb-5604	286	3	surveying	surveying	NOUN
ajceb-5604	286	4	(	(	PUNCT
ajceb-5604	286	5	partial	partial	ADJ
ajceb-5604	286	6	)	)	PUNCT
ajceb-5604	286	7	.	.	PUNCT
ajceb-5604	287	1	city	city	PROPN
ajceb-5604	287	2	university	university	PROPN
ajceb-5604	287	3	of	of	ADP
ajceb-5604	287	4	hong	hong	PROPN
ajceb-5604	287	5	kong	kong	PROPN
ajceb-5604	287	6	.	.	PUNCT
ajceb-5604	288	1	wong	wong	PROPN
ajceb-5604	288	2	,	,	PUNCT
ajceb-5604	288	3	j.m	j.m	PROPN
ajceb-5604	288	4	.	.	PROPN
ajceb-5604	288	5	and	and	CCONJ
ajceb-5604	288	6	ng	ng	PROPN
ajceb-5604	288	7	,	,	PUNCT
ajceb-5604	288	8	s.t	s.t	PROPN
ajceb-5604	288	9	.	.	PROPN
ajceb-5604	288	10	,	,	PUNCT
ajceb-5604	288	11	2010	2010	NUM
ajceb-5604	288	12	.	.	PUNCT
ajceb-5604	289	1	forecasting	forecast	VERB
ajceb-5604	289	2	construction	construction	NOUN
ajceb-5604	289	3	tender	tender	NOUN
ajceb-5604	289	4	price	price	NOUN
ajceb-5604	289	5	indices	index	NOUN
ajceb-5604	289	6	in	in	ADP
ajceb-5604	289	7	hong	hong	PROPN
ajceb-5604	289	8	kong	kong	PROPN
ajceb-5604	289	9	using	use	VERB
ajceb-5604	289	10	vector	vector	NOUN
ajceb-5604	289	11	error	error	NOUN
ajceb-5604	289	12	correction	correction	NOUN
ajceb-5604	289	13	model	model	NOUN
ajceb-5604	289	14	.	.	PUNCT
ajceb-5604	290	1	construction	construction	NOUN
ajceb-5604	290	2	management	management	NOUN
ajceb-5604	290	3	and	and	CCONJ
ajceb-5604	290	4	economics	economic	NOUN
ajceb-5604	290	5	,	,	PUNCT
ajceb-5604	290	6	28(12	28(12	NUM
ajceb-5604	290	7	)	)	PUNCT
ajceb-5604	290	8	,	,	PUNCT
ajceb-5604	290	9	pp.1255	pp.1255	PROPN
ajceb-5604	290	10	-	-	SYM
ajceb-5604	290	11	68	68	NUM
ajceb-5604	290	12	https://doi	https://doi	PROPN
ajceb-5604	290	13	.	.	PUNCT
ajceb-5604	290	14	org/10.1080/01446193.2010.487536	org/10.1080/01446193.2010.487536	NOUN
ajceb-5604	290	15	.	.	PUNCT
ajceb-5604	291	1	forecasting	forecast	VERB
ajceb-5604	291	2	construction	construction	NOUN
ajceb-5604	291	3	tender	tender	NOUN
ajceb-5604	291	4	price	price	NOUN
ajceb-5604	291	5	index	index	NOUN
ajceb-5604	291	6	in	in	ADP
ajceb-5604	291	7	ghana	ghana	PROPN
ajceb-5604	291	8	using	use	VERB
ajceb-5604	291	9	autoregressive	autoregressive	ADJ
ajceb-5604	291	10	integrated	integrated	ADJ
ajceb-5604	291	11	moving	move	VERB
ajceb-5604	291	12	average	average	NOUN
ajceb-5604	291	13	with	with	ADP
ajceb-5604	291	14	exogenous	exogenous	ADJ
ajceb-5604	291	15	variables	variable	NOUN
ajceb-5604	291	16	model	model	VERB
ajceb-5604	291	17	construction	construction	NOUN
ajceb-5604	291	18	economics	economic	NOUN
ajceb-5604	291	19	and	and	CCONJ
ajceb-5604	291	20	building	building	NOUN
ajceb-5604	291	21	,	,	PUNCT
ajceb-5604	291	22	vol	vol	NOUN
ajceb-5604	291	23	.	.	PROPN
ajceb-5604	291	24	18	18	NUM
ajceb-5604	291	25	,	,	PUNCT
ajceb-5604	291	26	no	no	INTJ
ajceb-5604	291	27	.	.	NOUN
ajceb-5604	291	28	1	1	NUM
ajceb-5604	291	29	,	,	PUNCT
ajceb-5604	291	30	march	march	NOUN
ajceb-5604	291	31	201881	201881	NUM
ajceb-5604	291	32	https://doi.org/10.1109/ijcnn.1991.155201	https://doi.org/10.1109/ijcnn.1991.155201	PROPN
ajceb-5604	291	33	https://doi.org/10.1109/ijcnn.1991.155201	https://doi.org/10.1109/ijcnn.1991.155201	PROPN
ajceb-5604	291	34	https://doi.org/10.1080/014461999371664	https://doi.org/10.1080/014461999371664	PART
ajceb-5604	291	35	https://doi.org/10.1080/014461999371664	https://doi.org/10.1080/014461999371664	PROPN
ajceb-5604	291	36	https://doi.org/10.1080/01446190600798960	https://doi.org/10.1080/01446190600798960	NOUN
ajceb-5604	291	37	https://doi.org/10.1080/014461900433122	https://doi.org/10.1080/014461900433122	NOUN
ajceb-5604	291	38	https://doi.org/10.1080/014461900433122	https://doi.org/10.1080/014461900433122	NOUN
ajceb-5604	292	1	https://doi.org/10.1080/0144619042000202799	https://doi.org/10.1080/0144619042000202799	PRON
ajceb-5604	292	2	https://doi.org/10.5130/ajceb.v17i3.5524	https://doi.org/10.5130/ajceb.v17i3.5524	AUX
ajceb-5604	292	3	https://doi.org/10.1080/01446198800000006	https://doi.org/10.1080/01446198800000006	X
ajceb-5604	292	4	https://doi.org/10.1080/01446198700000004	https://doi.org/10.1080/01446198700000004	PRON
ajceb-5604	292	5	https://doi.org/10.1080/01446198700000004	https://doi.org/10.1080/01446198700000004	VERB
ajceb-5604	292	6	https://doi.org/10.1142/9789812836281_0002	https://doi.org/10.1142/9789812836281_0002	ADV
ajceb-5604	292	7	https://doi.org/10.1142/9789812836281_0002	https://doi.org/10.1142/9789812836281_0002	PROPN
ajceb-5604	292	8	https://doi.org/10.1061/(asce)0733-9364(1994)120:2(306	https://doi.org/10.1061/(asce)0733-9364(1994)120:2(306	PROPN
ajceb-5604	292	9	)	)	PUNCT
ajceb-5604	292	10	https://doi.org/10.1061/(asce)0733-9364(1994)120:2(306	https://doi.org/10.1061/(asce)0733-9364(1994)120:2(306	NOUN
ajceb-5604	292	11	)	)	PUNCT
ajceb-5604	292	12	https://doi.org/10.1016/s0167-9473(00)00042-6	https://doi.org/10.1016/s0167-9473(00)00042-6	VERB
ajceb-5604	292	13	https://doi.org/10.1080/01446193.2010.487536	https://doi.org/10.1080/01446193.2010.487536	NOUN
ajceb-5604	292	14	https://doi.org/10.1080/01446193.2010.487536	https://doi.org/10.1080/01446193.2010.487536	PROPN
ajceb-5604	292	15	wong	wong	PROPN
ajceb-5604	292	16	,	,	PUNCT
ajceb-5604	292	17	w.k	w.k	PROPN
ajceb-5604	292	18	.	.	PROPN
ajceb-5604	292	19	,	,	PUNCT
ajceb-5604	292	20	bai	bai	PROPN
ajceb-5604	292	21	,	,	PUNCT
ajceb-5604	292	22	e.	e.	PROPN
ajceb-5604	292	23	and	and	CCONJ
ajceb-5604	292	24	chu	chu	PROPN
ajceb-5604	292	25	,	,	PUNCT
ajceb-5604	292	26	a.w.c	a.w.c	VERB
ajceb-5604	292	27	.	.	PROPN
ajceb-5604	292	28	,	,	PUNCT
ajceb-5604	292	29	2010	2010	NUM
ajceb-5604	292	30	.	.	PUNCT
ajceb-5604	293	1	adaptive	adaptive	ADJ
ajceb-5604	293	2	time	time	NOUN
ajceb-5604	293	3	-	-	PUNCT
ajceb-5604	293	4	variant	variant	NOUN
ajceb-5604	293	5	models	model	NOUN
ajceb-5604	293	6	for	for	ADP
ajceb-5604	293	7	fuzzy	fuzzy	ADJ
ajceb-5604	293	8	time	time	NOUN
ajceb-5604	293	9	-	-	PUNCT
ajceb-5604	293	10	series	series	NOUN
ajceb-5604	293	11	forecasting	forecasting	NOUN
ajceb-5604	293	12	.	.	PUNCT
ajceb-5604	294	1	systems	system	NOUN
ajceb-5604	294	2	,	,	PUNCT
ajceb-5604	294	3	man	man	NOUN
ajceb-5604	294	4	,	,	PUNCT
ajceb-5604	294	5	and	and	CCONJ
ajceb-5604	294	6	cybernetics	cybernetic	NOUN
ajceb-5604	294	7	,	,	PUNCT
ajceb-5604	294	8	part	part	NOUN
ajceb-5604	294	9	b	b	NOUN
ajceb-5604	294	10	:	:	PUNCT
ajceb-5604	294	11	cybernetics	cybernetic	NOUN
ajceb-5604	294	12	,	,	PUNCT
ajceb-5604	294	13	ieee	ieee	NOUN
ajceb-5604	294	14	transactions	transaction	NOUN
ajceb-5604	294	15	,	,	PUNCT
ajceb-5604	294	16	december	december	PROPN
ajceb-5604	294	17	2010	2010	NUM
ajceb-5604	294	18	,	,	PUNCT
ajceb-5604	294	19	article	article	NOUN
ajceb-5604	294	20	number	number	NOUN
ajceb-5604	294	21	5437322	5437322	NUM
ajceb-5604	294	22	,	,	PUNCT
ajceb-5604	294	23	40(6	40(6	NOUN
ajceb-5604	294	24	)	)	PUNCT
ajceb-5604	294	25	,	,	PUNCT
ajceb-5604	294	26	pp.1531	pp.1531	PROPN
ajceb-5604	294	27	-	-	SYM
ajceb-5604	294	28	42	42	NUM
ajceb-5604	294	29	https://doi.org/10.1109/tsmcb.2010.2042055	https://doi.org/10.1109/tsmcb.2010.2042055	PROPN
ajceb-5604	294	30	.	.	PUNCT
ajceb-5604	294	31	yu	yu	PROPN
ajceb-5604	294	32	,	,	PUNCT
ajceb-5604	294	33	k.	k.	PROPN
ajceb-5604	294	34	k.	k.	PROPN
ajceb-5604	294	35	w.	w.	PROPN
ajceb-5604	294	36	,	,	PUNCT
ajceb-5604	294	37	(	(	PUNCT
ajceb-5604	294	38	2014	2014	NUM
ajceb-5604	294	39	)	)	PUNCT
ajceb-5604	294	40	.	.	PUNCT
ajceb-5604	295	1	the	the	DET
ajceb-5604	295	2	economics	economic	NOUN
ajceb-5604	295	3	of	of	ADP
ajceb-5604	295	4	construction	construction	NOUN
ajceb-5604	295	5	price	price	NOUN
ajceb-5604	295	6	inflation	inflation	NOUN
ajceb-5604	295	7	:	:	PUNCT
ajceb-5604	295	8	measurement	measurement	NOUN
ajceb-5604	295	9	,	,	PUNCT
ajceb-5604	295	10	output	output	NOUN
ajceb-5604	295	11	and	and	CCONJ
ajceb-5604	295	12	productivity	productivity	NOUN
ajceb-5604	295	13	(	(	PUNCT
ajceb-5604	295	14	doctoral	doctoral	ADJ
ajceb-5604	295	15	dissertation	dissertation	NOUN
ajceb-5604	295	16	,	,	PUNCT
ajceb-5604	295	17	ucl	ucl	PROPN
ajceb-5604	295	18	(	(	PUNCT
ajceb-5604	295	19	university	university	NOUN
ajceb-5604	295	20	college	college	NOUN
ajceb-5604	295	21	london	london	PROPN
ajceb-5604	295	22	)	)	PUNCT
ajceb-5604	295	23	.	.	PUNCT
ajceb-5604	296	1	appendix	appendix	NOUN
ajceb-5604	296	2	1	1	NUM
ajceb-5604	296	3	data	datum	NOUN
ajceb-5604	296	4	set	set	VERB
ajceb-5604	296	5	no	no	DET
ajceb-5604	296	6	year	year	NOUN
ajceb-5604	296	7	index	index	NOUN
ajceb-5604	296	8	base	base	NOUN
ajceb-5604	296	9	year	year	NOUN
ajceb-5604	296	10	2008	2008	NUM
ajceb-5604	296	11	100	100	NUM
ajceb-5604	296	12	1	1	NUM
ajceb-5604	296	13	2009	2009	NUM
ajceb-5604	296	14	q1	q1	NOUN
ajceb-5604	296	15	111.29	111.29	NUM
ajceb-5604	296	16	2	2	NUM
ajceb-5604	296	17	2009	2009	NUM
ajceb-5604	296	18	q2	q2	NOUN
ajceb-5604	296	19	113.41	113.41	NUM
ajceb-5604	296	20	3	3	NUM
ajceb-5604	296	21	2009	2009	NUM
ajceb-5604	296	22	q3	q3	NOUN
ajceb-5604	296	23	119.11	119.11	NUM
ajceb-5604	296	24	4	4	NUM
ajceb-5604	296	25	2009	2009	NUM
ajceb-5604	296	26	q4	q4	PROPN
ajceb-5604	296	27	122.13	122.13	NUM
ajceb-5604	296	28	5	5	NUM
ajceb-5604	296	29	2010	2010	NUM
ajceb-5604	296	30	q1	q1	PROPN
ajceb-5604	296	31	125.37	125.37	NUM
ajceb-5604	296	32	6	6	NUM
ajceb-5604	296	33	2010	2010	NUM
ajceb-5604	296	34	q2	q2	NOUN
ajceb-5604	296	35	128.17	128.17	NUM
ajceb-5604	296	36	7	7	NUM
ajceb-5604	296	37	2010	2010	NUM
ajceb-5604	296	38	q3	q3	NOUN
ajceb-5604	296	39	129.75	129.75	NUM
ajceb-5604	296	40	8	8	NUM
ajceb-5604	296	41	2010	2010	NUM
ajceb-5604	296	42	q4	q4	PROPN
ajceb-5604	296	43	131.05	131.05	NUM
ajceb-5604	296	44	9	9	NUM
ajceb-5604	296	45	2011	2011	NUM
ajceb-5604	296	46	q1	q1	NOUN
ajceb-5604	296	47	134.67	134.67	NUM
ajceb-5604	296	48	10	10	NUM
ajceb-5604	296	49	2011	2011	NUM
ajceb-5604	296	50	q2	q2	NOUN
ajceb-5604	296	51	137.14	137.14	NUM
ajceb-5604	296	52	11	11	NUM
ajceb-5604	296	53	2011	2011	NUM
ajceb-5604	296	54	q3	q3	NOUN
ajceb-5604	296	55	145.58	145.58	NUM
ajceb-5604	296	56	12	12	NUM
ajceb-5604	296	57	2011	2011	NUM
ajceb-5604	296	58	q4	q4	PROPN
ajceb-5604	296	59	141.25	141.25	NUM
ajceb-5604	296	60	13	13	NUM
ajceb-5604	296	61	2012	2012	NUM
ajceb-5604	296	62	q1	q1	PROPN
ajceb-5604	296	63	148.73	148.73	NUM
ajceb-5604	296	64	14	14	NUM
ajceb-5604	296	65	2012	2012	NUM
ajceb-5604	296	66	q2	q2	NOUN
ajceb-5604	296	67	147.46	147.46	NUM
ajceb-5604	296	68	15	15	NUM
ajceb-5604	296	69	2012	2012	NUM
ajceb-5604	296	70	q3	q3	NOUN
ajceb-5604	296	71	146.71	146.71	NUM
ajceb-5604	296	72	16	16	NUM
ajceb-5604	296	73	2012	2012	NUM
ajceb-5604	296	74	q4	q4	PROPN
ajceb-5604	296	75	155.71	155.71	NUM
ajceb-5604	296	76	17	17	NUM
ajceb-5604	296	77	2013	2013	NUM
ajceb-5604	296	78	q1	q1	NOUN
ajceb-5604	296	79	156.91	156.91	NUM
ajceb-5604	296	80	18	18	NUM
ajceb-5604	296	81	2013	2013	NUM
ajceb-5604	296	82	q2	q2	NOUN
ajceb-5604	296	83	157.56	157.56	NUM
ajceb-5604	296	84	19	19	NUM
ajceb-5604	296	85	2013	2013	NUM
ajceb-5604	296	86	q3	q3	NOUN
ajceb-5604	296	87	151.55	151.55	NUM
ajceb-5604	296	88	20	20	NUM
ajceb-5604	296	89	2013	2013	NUM
ajceb-5604	296	90	q4	q4	PROPN
ajceb-5604	296	91	162.45	162.45	NUM
ajceb-5604	296	92	21	21	NUM
ajceb-5604	296	93	2014	2014	NUM
ajceb-5604	296	94	q1	q1	PROPN
ajceb-5604	296	95	173.12	173.12	NUM
ajceb-5604	296	96	22	22	NUM
ajceb-5604	296	97	2014	2014	NUM
ajceb-5604	296	98	q2	q2	NOUN
ajceb-5604	296	99	176.93	176.93	NUM
ajceb-5604	296	100	23	23	NUM
ajceb-5604	296	101	2014	2014	NUM
ajceb-5604	296	102	q3	q3	NOUN
ajceb-5604	296	103	185.79	185.79	NUM
ajceb-5604	296	104	24	24	NUM
ajceb-5604	296	105	2014	2014	NUM
ajceb-5604	296	106	q4	q4	PROPN
ajceb-5604	296	107	194.98	194.98	NUM
ajceb-5604	296	108	25	25	NUM
ajceb-5604	296	109	2015	2015	NUM
ajceb-5604	296	110	q1	q1	PROPN
ajceb-5604	296	111	201.65	201.65	NUM
ajceb-5604	296	112	26	26	NUM
ajceb-5604	296	113	2015	2015	NUM
ajceb-5604	296	114	q2	q2	NOUN
ajceb-5604	296	115	202.98	202.98	NUM
ajceb-5604	296	116	27	27	NUM
ajceb-5604	296	117	2015	2015	NUM
ajceb-5604	296	118	q3	q3	NOUN
ajceb-5604	296	119	208.91	208.91	NUM
ajceb-5604	296	120	28	28	NUM
ajceb-5604	296	121	2015	2015	NUM
ajceb-5604	296	122	q4	q4	PROPN
ajceb-5604	296	123	213.75	213.75	NUM
ajceb-5604	296	124	29	29	NUM
ajceb-5604	296	125	2016	2016	NUM
ajceb-5604	296	126	q1	q1	PROPN
ajceb-5604	296	127	222.6	222.6	NUM
ajceb-5604	296	128	30	30	NUM
ajceb-5604	296	129	2016	2016	NUM
ajceb-5604	296	130	q2	q2	NOUN
ajceb-5604	296	131	234.63	234.63	NUM
ajceb-5604	296	132	31	31	NUM
ajceb-5604	296	133	2016	2016	NUM
ajceb-5604	296	134	q3	q3	NOUN
ajceb-5604	296	135	237.41	237.41	NUM
ajceb-5604	296	136	32	32	NUM
ajceb-5604	296	137	2016	2016	NUM
ajceb-5604	296	138	q4	q4	PROPN
ajceb-5604	296	139	241.52	241.52	NUM
ajceb-5604	296	140	kissi	kissi	X
ajceb-5604	296	141	,	,	PUNCT
ajceb-5604	296	142	adjei	adjei	PROPN
ajceb-5604	296	143	-	-	PUNCT
ajceb-5604	296	144	kumi	kumi	PROPN
ajceb-5604	296	145	,	,	PUNCT
ajceb-5604	296	146	amoah	amoah	NOUN
ajceb-5604	296	147	and	and	CCONJ
ajceb-5604	296	148	gyimah	gyimah	NOUN
ajceb-5604	296	149	construction	construction	NOUN
ajceb-5604	296	150	economics	economic	NOUN
ajceb-5604	296	151	and	and	CCONJ
ajceb-5604	296	152	building	building	NOUN
ajceb-5604	296	153	,	,	PUNCT
ajceb-5604	296	154	vol	vol	NOUN
ajceb-5604	296	155	.	.	PROPN
ajceb-5604	296	156	18	18	NUM
ajceb-5604	296	157	,	,	PUNCT
ajceb-5604	296	158	no	no	INTJ
ajceb-5604	296	159	.	.	NOUN
ajceb-5604	296	160	1	1	NUM
ajceb-5604	296	161	,	,	PUNCT
ajceb-5604	296	162	march	march	PROPN
ajceb-5604	296	163	201882	201882	NUM
ajceb-5604	297	1	https://doi.org/10.1109/tsmcb.2010.2042055	https://doi.org/10.1109/tsmcb.2010.2042055	NOUN