id	sid	eid	entity	type
ajase-5751	1	1	1	CARDINAL
ajase-5751	1	2	11 2	CARDINAL
ajase-5751	1	3	american journal of applied statistics and economics	ORG
ajase-5751	1	4	ghana	GPE
ajase-5751	1	5	donkoh kojo isaac2	PERSON
ajase-5751	1	6	emmanuel3	ORG
ajase-5751	1	7	4	CARDINAL
ajase-5751	1	8	1, year 2025	DATE
ajase-5751	1	9	2992-927x	CARDINAL
ajase-5751	2	1	july 24, 2025	DATE
ajase-5751	2	2	august 25, 2025	DATE
ajase-5751	2	3	october 06, 2025	DATE
ajase-5751	2	4	aum	ORG
ajase-5751	2	5	ghana	GPE
ajase-5751	4	1	0.9693	CARDINAL
ajase-5751	4	2	mae	ORG
ajase-5751	4	3	5.99	CARDINAL
ajase-5751	4	4	13.89	CARDINAL
ajase-5751	4	5	mape	ORG
ajase-5751	4	6	23.97%	PERCENT
ajase-5751	4	7	aum	ORG
ajase-5751	6	1	dickey	PERSON
ajase-5751	6	2	4.7116e-06	CARDINAL
ajase-5751	7	1	aum	ORG
ajase-5751	7	2	ghana	GPE
ajase-5751	8	1	keywords arima	ORG
ajase-5751	8	2	aum	ORG
ajase-5751	8	3	ghana	GPE
ajase-5751	8	4	1	CARDINAL
ajase-5751	8	5	university of cape coast	ORG
ajase-5751	8	6	ghana 2	FAC
ajase-5751	8	7	worldquant university, usa 3	ORG
ajase-5751	8	8	department of economics	ORG
ajase-5751	8	9	youngstown state university, usa *	ORG
ajase-5751	9	1	diaw, 2017	ORG
ajase-5751	11	1	ghana	GPE
ajase-5751	11	2	2008	DATE
ajase-5751	11	3	766	CARDINAL
ajase-5751	12	1	247	CARDINAL
ajase-5751	12	2	three	CARDINAL
ajase-5751	15	1	766	CARDINAL
ajase-5751	15	2	abebrese, 2011	DATE
ajase-5751	16	1	monthly	DATE
ajase-5751	16	2	18.5%	PERCENT
ajase-5751	16	3	13.5%	PERCENT
ajase-5751	16	4	1 and 5%	PERCENT
ajase-5751	16	5	2	CARDINAL
ajase-5751	16	6	3	CARDINAL
ajase-5751	18	1	modigliani	PERSON
ajase-5751	18	2	brumberg	PERSON
ajase-5751	18	3	1954	DATE
ajase-5751	19	1	years	DATE
ajase-5751	21	1	ghana	GPE
ajase-5751	22	1	1996	DATE
ajase-5751	22	2	2000	DATE
ajase-5751	23	1	2012	DATE
ajase-5751	24	1	allen	PERSON
ajase-5751	24	2	1998	DATE
ajase-5751	25	1	matheson et al.	PERSON
ajase-5751	25	2	2004	DATE
ajase-5751	25	3	bridgen & meyer	ORG
ajase-5751	25	4	2008	DATE
ajase-5751	26	1	ge	ORG
ajase-5751	26	2	11 3	TIME
ajase-5751	27	1	j. appl	PERSON
ajase-5751	30	1	4(1	CARDINAL
ajase-5751	31	1	112	CARDINAL
ajase-5751	31	2	2025	CARDINAL
ajase-5751	31	3	three	CARDINAL
ajase-5751	31	4	766	CARDINAL
ajase-5751	31	5	three	CARDINAL
ajase-5751	31	6	1	CARDINAL
ajase-5751	31	7	2	CARDINAL
ajase-5751	31	8	3	CARDINAL
ajase-5751	32	1	18.5%	PERCENT
ajase-5751	32	2	11%	PERCENT
ajase-5751	32	3	2.5%	PERCENT
ajase-5751	32	4	the national health insurance	ORG
ajase-5751	33	1	the remaining 5%	PERCENT
ajase-5751	33	2	2	CARDINAL
ajase-5751	34	1	tier 3	DATE
ajase-5751	35	1	ghana	GPE
ajase-5751	35	2	1940	DATE
ajase-5751	35	3	1950	DATE
ajase-5751	35	4	darkwa	GPE
ajase-5751	35	5	2007	DATE
ajase-5751	35	6	2010	DATE
ajase-5751	37	1	2011	DATE
ajase-5751	37	2	africa	LOC
ajase-5751	38	1	agnew	PERSON
ajase-5751	38	2	2013	DATE
ajase-5751	39	1	2020	DATE
ajase-5751	41	1	the united states	GPE
ajase-5751	41	2	1857	DATE
ajase-5751	41	3	american	NORP
ajase-5751	41	4	1878	DATE
ajase-5751	41	5	2017	CARDINAL
ajase-5751	42	1	world war ii	EVENT
ajase-5751	42	2	n.d.	GPE
ajase-5751	43	1	ghana	GPE
ajase-5751	44	1	766	CARDINAL
ajase-5751	44	2	3	CARDINAL
ajase-5751	45	1	over 70%	PERCENT
ajase-5751	47	1	ghana	GPE
ajase-5751	47	2	1	CARDINAL
ajase-5751	47	3	ghana	GPE
ajase-5751	47	4	three	CARDINAL
ajase-5751	47	5	ghana	GPE
ajase-5751	48	1	aum	ORG
ajase-5751	48	2	annual	DATE
ajase-5751	48	3	2012	DATE
ajase-5751	48	4	2023	CARDINAL
ajase-5751	49	1	aum	ORG
ajase-5751	49	2	ghana	GPE
ajase-5751	50	1	2012-2023	DATE
ajase-5751	51	1	817	CARDINAL
ajase-5751	51	2	ghana	GPE
ajase-5751	51	3	the 1970s	DATE
ajase-5751	53	1	5	CARDINAL
ajase-5751	53	2	arima	PERSON
ajase-5751	53	3	arima	PERSON
ajase-5751	54	1	11	CARDINAL
ajase-5751	55	1	j. appl	PERSON
ajase-5751	58	1	4(1	CARDINAL
ajase-5751	58	2	112	CARDINAL
ajase-5751	58	3	2025	CARDINAL
ajase-5751	58	4	1	CARDINAL
ajase-5751	58	5	ghana	GPE
ajase-5751	58	6	2012 -2022) years	DATE
ajase-5751	58	7	aum (ghs’billion	ORG
ajase-5751	58	8	2023 46.5	CARDINAL
ajase-5751	58	9	2014	DATE
ajase-5751	58	10	2013	DATE
ajase-5751	58	11	4.8 2012	TIME
ajase-5751	58	12	4.0	CARDINAL
ajase-5751	58	13	annual	DATE
ajase-5751	58	14	20122022	DATE
ajase-5751	59	1	2010	DATE
ajase-5751	60	1	1	CARDINAL
ajase-5751	60	2	1	CARDINAL
ajase-5751	61	1	1.0	CARDINAL
ajase-5751	61	2	~arima	PERSON
ajase-5751	61	3	1.1	CARDINAL
ajase-5751	61	4	seasonal	DATE
ajase-5751	62	1	s. box & jenkins	ORG
ajase-5751	62	2	1.2	CARDINAL
ajase-5751	62	3	seasons in a year	DATE
ajase-5751	62	4	seasonal	DATE
ajase-5751	62	5	box & jenkins	ORG
ajase-5751	62	6	1976	DATE
ajase-5751	62	7	1.3	CARDINAL
ajase-5751	62	8	1.4	CARDINAL
ajase-5751	62	9	1.5	CARDINAL
ajase-5751	62	10	arima	ORG
ajase-5751	62	11	arima	ORG
ajase-5751	62	12	three	CARDINAL
ajase-5751	65	1	2	CARDINAL
ajase-5751	65	2	1976	DATE
ajase-5751	65	3	acf pacf arima	PERSON
ajase-5751	69	1	arima	ORG
ajase-5751	70	1	zero	CARDINAL
ajase-5751	70	2	box & jenkins	ORG
ajase-5751	70	3	1976	DATE
ajase-5751	73	1	arima	ORG
ajase-5751	73	2	first	ORDINAL
ajase-5751	75	1	jenkins	PERSON
ajase-5751	75	2	1976	DATE
ajase-5751	76	1	mle	ORG
ajase-5751	82	1	11 5	TIME
ajase-5751	83	1	j. appl	PERSON
ajase-5751	86	1	4(1	CARDINAL
ajase-5751	86	2	112	CARDINAL
ajase-5751	86	3	2025	CARDINAL
ajase-5751	86	4	chi-square	PERSON
ajase-5751	89	1	aum	ORG
ajase-5751	90	1	1	CARDINAL
ajase-5751	90	2	2	CARDINAL
ajase-5751	90	3	aum	ORG
ajase-5751	90	4	2040	CARDINAL
ajase-5751	90	5	3	CARDINAL
ajase-5751	90	6	aum	ORG
ajase-5751	90	7	2040	CARDINAL
ajase-5751	91	1	3	CARDINAL
ajase-5751	91	2	ghana	GPE
ajase-5751	91	3	aum	ORG
ajase-5751	92	1	0.9693	CARDINAL
ajase-5751	94	1	3.2070	CARDINAL
ajase-5751	94	2	0.060	CARDINAL
ajase-5751	97	1	5.99	CARDINAL
ajase-5751	97	2	13.89	CARDINAL
ajase-5751	97	3	23.97%	PERCENT
ajase-5751	100	1	3	CARDINAL
ajase-5751	103	1	zero	CARDINAL
ajase-5751	104	1	11 6	TIME
ajase-5751	105	1	j. appl	PERSON
ajase-5751	108	1	4(1	CARDINAL
ajase-5751	109	1	112	CARDINAL
ajase-5751	109	2	2025	CARDINAL
ajase-5751	109	3	4	CARDINAL
ajase-5751	113	1	correlogram	ORG
ajase-5751	115	1	3	CARDINAL
ajase-5751	116	1	the 1%, 5%	PERCENT
ajase-5751	116	2	10%	PERCENT
ajase-5751	119	1	5	CARDINAL
ajase-5751	119	2	3	CARDINAL
ajase-5751	120	1	4.711563618849688e-06	CARDINAL
ajase-5751	120	2	9.0	CARDINAL
ajase-5751	120	3	1%	PERCENT
ajase-5751	121	1	5%	PERCENT
ajase-5751	122	1	10%	PERCENT
ajase-5751	123	1	the last 12 years	DATE
ajase-5751	123	2	aum	ORG
ajase-5751	123	3	4	CARDINAL
ajase-5751	123	4	aum	PERSON
ajase-5751	123	5	2012	DATE
ajase-5751	123	6	2040	CARDINAL
ajase-5751	123	7	95%	PERCENT
ajase-5751	124	1	11 7	DATE
ajase-5751	125	1	j. appl	PERSON
ajase-5751	128	1	4(1	CARDINAL
ajase-5751	129	1	112	CARDINAL
ajase-5751	129	2	2025	CARDINAL
ajase-5751	129	3	5	CARDINAL
ajase-5751	129	4	4	CARDINAL
ajase-5751	129	5	aum	PERSON
ajase-5751	129	6	2012	DATE
ajase-5751	129	7	2040 year	DATE
ajase-5751	129	8	95%	PERCENT
ajase-5751	129	9	95%	PERCENT
ajase-5751	129	10	2013	DATE
ajase-5751	130	1	3.275484696	CARDINAL
ajase-5751	130	2	2014	DATE
ajase-5751	130	3	6.720661869	CARDINAL
ajase-5751	130	4	13.76048565	CARDINAL
ajase-5751	130	5	2016	CARDINAL
ajase-5751	130	6	8.354215719	CARDINAL
ajase-5751	130	7	11.15636763	CARDINAL
ajase-5751	130	8	44.77297137	CARDINAL
ajase-5751	130	9	15.24192579	CARDINAL
ajase-5751	130	10	64.96632053	CARDINAL
ajase-5751	130	11	19.61959785	CARDINAL
ajase-5751	130	12	-50.78297042	ORG
ajase-5751	130	13	90.02216611	CARDINAL
ajase-5751	130	14	24.0972536	CARDINAL
ajase-5751	130	15	119.4097161 2021	CARDINAL
ajase-5751	130	16	153.8201035 2022 35.6109406	CARDINAL
ajase-5751	130	17	2023 42.86059712	CARDINAL
ajase-5751	131	1	241.0266737 2024	CARDINAL
ajase-5751	131	2	50.61826353	CARDINAL
ajase-5751	131	3	2025	CARDINAL
ajase-5751	131	4	352.8980005	CARDINAL
ajase-5751	131	5	418.3948187	CARDINAL
ajase-5751	132	1	657.4631466	CARDINAL
ajase-5751	132	2	123.9652102	CARDINAL
ajase-5751	132	3	853.4686221	CARDINAL
ajase-5751	132	4	137.3429456 -688.4720041	QUANTITY
ajase-5751	132	5	963.1578953	CARDINAL
ajase-5751	133	1	1080.892825 2034 166.2367155	CARDINAL
ajase-5751	133	2	2035 181.6869161	QUANTITY
ajase-5751	133	3	197.8590336	CARDINAL
ajase-5751	133	4	1483.599389	CARDINAL
ajase-5751	133	5	2037	CARDINAL
ajase-5751	134	1	269.7542712 -1603.185231 2142.693774	QUANTITY
ajase-5751	134	2	11 8	TIME
ajase-5751	135	1	j. appl	PERSON
ajase-5751	138	1	4(1	CARDINAL
ajase-5751	139	1	112	CARDINAL
ajase-5751	139	2	2025	CARDINAL
ajase-5751	139	3	6	CARDINAL
ajase-5751	139	4	aum series	ORG
ajase-5751	140	1	1	CARDINAL
ajase-5751	143	1	mae	PERSON
ajase-5751	143	2	rmse	ORG
ajase-5751	143	3	mape	ORG
ajase-5751	146	1	2011	DATE
ajase-5751	147	1	ghana	GPE
ajase-5751	148	1	friedrich ebert foundation	ORG
ajase-5751	149	1	pdf	ORG
ajase-5751	149	2	pdf	ORG
ajase-5751	149	3	november 28th	DATE
ajase-5751	149	4	2012	DATE
ajase-5751	149	5	2013	DATE
ajase-5751	150	1	australia	GPE
ajase-5751	151	1	13	CARDINAL
ajase-5751	152	1	boston	GPE
ajase-5751	152	2	2017	CARDINAL
ajase-5751	153	1	160 years	DATE
ajase-5751	153	2	the united states	GPE
ajase-5751	154	1	gep, jenkins	PERSON
ajase-5751	154	2	1970	DATE
ajase-5751	156	1	2nd	ORDINAL
ajase-5751	157	1	san francisco	GPE
ajase-5751	158	1	holden-day	ORG
ajase-5751	160	1	240	CARDINAL
ajase-5751	161	1	darkwa, o.	PERSON
ajase-5751	161	2	2007	DATE
ajase-5751	162	1	ghanaian	NORP
ajase-5751	163	1	12	CARDINAL
ajase-5751	164	1	j. l.	PERSON
ajase-5751	164	2	2020	DATE
ajase-5751	165	1	nigeria	GPE
ajase-5751	166	1	equatorial journal of marketing	ORG
ajase-5751	166	2	4(1	CARDINAL
ajase-5751	166	3	1-15	CARDINAL
ajase-5751	167	1	m. (	PERSON
ajase-5751	167	2	2011	DATE
ajase-5751	168	1	ghana	GPE
ajase-5751	168	2	nigeria	GPE
ajase-5751	169	1	64	DATE
ajase-5751	170	1	92	CARDINAL
ajase-5751	170	2	m. w.	PERSON
ajase-5751	170	3	2010	DATE
ajase-5751	171	1	ghana	GPE
ajase-5751	172	1	african	NORP
ajase-5751	172	2	92-102	CARDINAL
ajase-5751	172	3	f. &brumberg	ORG
ajase-5751	172	4	r. h.	PERSON
ajase-5751	172	5	1954	DATE
ajase-5751	173	1	kenneth k. kurihara	PERSON
ajase-5751	174	1	new brunswick	GPE
ajase-5751	174	2	nj	GPE
ajase-5751	175	1	rutgers university press	ORG
ajase-5751	176	1	388–436	CARDINAL
ajase-5751	176	2	ghana	GPE
ajase-5751	177	1	2008	DATE
ajase-5751	178	1	766	CARDINAL
ajase-5751	181	1	san francisco	GPE
ajase-5751	181	2	jossey-bass world bank	PERSON
ajase-5751	181	3	1994	DATE
ajase-5751	183	1	washington d.c	GPE
ajase-5751	183	2	the world bank	ORG