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Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_multipleregression.wasp

Title produced by software

Multiple Regression

Date of computation

Fri, 16 Dec 2011 04:47:55 -0500

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Dec/16/t13240289422bsj4auxv4cnqyu.htm/, Retrieved Sun, 05 May 2024 13:42:17 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=155773, Retrieved Sun, 05 May 2024 13:42:17 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

113

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-       [Multiple Regression] [paper stap 3 MR] [2011-12-16 09:47:55] [13dfa60174f50d862e8699db2153bfc5] [Current]

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Dataseries X:

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Boxplots

1418	210907	56	396	81	3	79	30	115	94	112285	24188	146283	144	145
869	120982	56	297	55	4	58	28	109	103	84786	18273	98364	103	101
1530	176508	54	559	50	12	60	38	146	93	83123	14130	86146	98	98
2172	179321	89	967	125	2	108	30	116	103	101193	32287	96933	135	132
901	123185	40	270	40	1	49	22	68	51	38361	8654	79234	61	60
463	52746	25	143	37	3	0	26	101	70	68504	9245	42551	39	38
3201	385534	92	1562	63	0	121	25	96	91	119182	33251	195663	150	144
371	33170	18	109	44	0	1	18	67	22	22807	1271	6853	5	5
1192	101645	63	371	88	0	20	11	44	38	17140	5279	21529	28	28
1583	149061	44	656	66	5	43	26	100	93	116174	27101	95757	84	84
1439	165446	33	511	57	0	69	25	93	60	57635	16373	85584	80	79
1764	237213	84	655	74	0	78	38	140	123	66198	19716	143983	130	127
1495	173326	88	465	49	7	86	44	166	148	71701	17753	75851	82	78
1373	133131	55	525	52	7	44	30	99	90	57793	9028	59238	60	60
2187	258873	60	885	88	3	104	40	139	124	80444	18653	93163	131	131
1491	180083	66	497	36	9	63	34	130	70	53855	8828	96037	84	84
4041	324799	154	1436	108	0	158	47	181	168	97668	29498	151511	140	133
1706	230964	53	612	43	4	102	30	116	115	133824	27563	136368	151	150
2152	236785	119	865	75	3	77	31	116	71	101481	18293	112642	91	91
1036	135473	41	385	32	0	82	23	88	66	99645	22530	94728	138	132
1882	202925	61	567	44	7	115	36	139	134	114789	15977	105499	150	136
1929	215147	58	639	85	0	101	36	135	117	99052	35082	121527	124	124
2242	344297	75	963	86	1	80	30	108	108	67654	16116	127766	119	118
1220	153935	33	398	56	5	50	25	89	84	65553	15849	98958	73	70
1289	132943	40	410	50	7	83	39	156	156	97500	16026	77900	110	107
2515	174724	92	966	135	0	123	34	129	120	69112	26569	85646	123	119
2147	174415	100	801	63	0	73	31	118	114	82753	24785	98579	90	89
2352	225548	112	892	81	5	81	31	118	94	85323	17569	130767	116	112
1638	223632	73	513	52	0	105	33	125	120	72654	23825	131741	113	108
1222	124817	40	469	44	0	47	25	95	81	30727	7869	53907	56	52
1812	221698	45	683	113	0	105	33	126	110	77873	14975	178812	115	112
1677	210767	60	643	39	3	94	35	135	133	117478	37791	146761	119	116
1579	170266	62	535	73	4	44	42	154	122	74007	9605	82036	129	123
1731	260561	75	625	48	1	114	43	165	158	90183	27295	163253	127	125
807	84853	31	264	33	4	38	30	113	109	61542	2746	27032	27	27
2452	294424	77	992	59	2	107	33	127	124	101494	34461	171975	175	162
829	101011	34	238	41	0	30	13	52	39	27570	8098	65990	35	32
1940	215641	46	818	69	0	71	32	121	92	55813	4787	86572	64	64
2662	325107	99	937	64	0	84	36	136	126	79215	24919	159676	96	92
186	7176	17	70	1	0	0	0	0	0	1423	603	1929	0	0
1499	167542	66	507	59	2	59	28	108	70	55461	16329	85371	84	83
865	106408	30	260	32	1	33	14	46	37	31081	12558	58391	41	41
1793	96560	76	503	129	0	42	17	54	38	22996	7784	31580	47	47
2527	265769	146	927	37	2	96	32	124	120	83122	28522	136815	126	120
2747	269651	67	1269	31	10	106	30	115	93	70106	22265	120642	105	105
1324	149112	56	537	65	6	56	35	128	95	60578	14459	69107	80	79
2702	175824	107	910	107	0	57	20	80	77	39992	14526	50495	70	65
1383	152871	58	532	74	5	59	28	97	90	79892	22240	108016	73	70
1179	111665	34	345	54	4	39	28	104	80	49810	11802	46341	57	55
2099	116408	61	918	76	1	34	39	59	31	71570	7623	78348	40	39
4308	362301	119	1635	715	2	76	34	125	110	100708	11912	79336	68	67
918	78800	42	330	57	2	20	26	82	66	33032	7935	56968	21	21
1831	183167	66	557	66	0	91	39	149	138	82875	18220	93176	127	127
3373	277965	89	1178	106	8	115	39	149	133	139077	19199	161632	154	152
1713	150629	44	740	54	3	85	33	122	113	71595	19918	87850	116	113
1438	168809	66	452	32	0	76	28	118	100	72260	21884	127969	102	99
496	24188	24	218	20	0	8	4	12	7	5950	2694	15049	7	7
2253	329267	259	764	71	8	79	39	144	140	115762	15808	155135	148	141
744	65029	17	255	21	5	21	18	67	61	32551	3597	25109	21	21
1161	101097	64	454	70	3	30	14	52	41	31701	5296	45824	35	35
2352	218946	41	866	112	1	76	29	108	96	80670	25239	102996	112	109
2144	244052	68	574	66	5	101	44	166	164	143558	29801	160604	137	133
4691	341570	168	1276	190	1	94	21	80	78	117105	18450	158051	135	123
1112	103597	43	379	66	1	27	16	60	49	23789	7132	44547	26	26
2694	233328	132	825	165	5	92	28	107	102	120733	34861	162647	230	230
1973	256462	105	798	56	0	123	35	127	124	105195	35940	174141	181	166
1769	206161	71	663	61	12	75	28	107	99	73107	16688	60622	71	68
3148	311473	112	1069	53	8	128	38	146	129	132068	24683	179566	147	147
2474	235800	94	921	127	8	105	23	84	62	149193	46230	184301	190	179
2084	177939	82	858	63	8	55	36	141	73	46821	10387	75661	64	61
1954	207176	70	711	38	8	56	32	123	114	87011	21436	96144	105	101
1226	196553	57	503	50	2	41	29	111	99	95260	30546	129847	107	108
1389	174184	53	382	52	0	72	25	98	70	55183	19746	117286	94	90
1496	143246	103	464	42	5	67	27	105	104	106671	15977	71180	116	114
2269	187559	121	717	76	8	75	36	135	116	73511	22583	109377	106	103
1833	187681	62	690	67	2	114	28	107	91	92945	17274	85298	143	142
1268	119016	52	462	50	5	118	23	85	74	78664	16469	73631	81	79
1943	182192	52	657	53	12	77	40	155	138	70054	14251	86767	89	88
893	73566	32	385	39	6	22	23	88	67	22618	3007	23824	26	25
1762	194979	62	577	50	7	66	40	155	151	74011	16851	93487	84	83
1403	167488	45	619	77	2	69	28	104	72	83737	21113	82981	113	113
1425	143756	46	479	57	0	105	34	132	120	69094	17401	73815	120	118
1857	275541	63	817	73	4	116	33	127	115	93133	23958	94552	110	110
1840	243199	75	752	34	3	88	28	108	105	95536	23567	132190	134	129
1502	182999	88	430	39	6	73	34	129	104	225920	13065	128754	54	51
1441	135649	46	451	46	2	99	30	116	108	62133	15358	66363	96	93
1420	152299	53	537	63	0	62	33	122	98	61370	14587	67808	78	76
1416	120221	37	519	35	1	53	22	85	69	43836	12770	61724	51	49
2970	346485	90	1000	106	0	118	38	147	111	106117	24021	131722	121	118
1317	145790	63	637	43	5	30	26	99	99	38692	9648	68580	38	38
1644	193339	78	465	47	2	100	35	87	71	84651	20537	106175	145	141
870	80953	25	437	31	0	49	8	28	27	56622	7905	55792	59	58
1654	122774	45	711	162	0	24	24	90	69	15986	4527	25157	27	27
1054	130585	46	299	57	5	67	29	109	107	95364	30495	76669	91	91
937	112611	41	248	36	0	46	20	78	73	26706	7117	57283	48	48
3004	286468	144	1162	263	1	57	29	111	107	89691	17719	105805	68	63
2008	241066	82	714	78	0	75	45	158	93	67267	27056	129484	58	56
2547	148446	91	905	63	1	135	37	141	129	126846	33473	72413	150	144
1885	204713	71	649	54	1	68	33	122	69	41140	9758	87831	74	73
1626	182079	63	512	63	2	124	33	124	118	102860	21115	96971	181	168
1468	140344	53	472	77	6	33	25	93	73	51715	7236	71299	65	64
2445	220516	62	905	79	1	98	32	124	119	55801	13790	77494	97	97
1964	243060	63	786	110	4	58	29	112	104	111813	32902	120336	121	117
1381	162765	32	489	56	2	68	28	108	107	120293	25131	93913	99	100
1369	182613	39	479	56	3	81	28	99	99	138599	30910	136048	152	149
1659	232138	62	617	43	0	131	31	117	90	161647	35947	181248	188	187
2888	265318	117	925	111	10	110	52	199	197	115929	29848	146123	138	127
1290	85574	34	351	71	0	37	21	78	36	24266	6943	32036	40	37
2845	310839	92	1144	62	9	130	24	91	85	162901	42705	186646	254	245
1982	225060	93	669	56	7	93	41	158	139	109825	31808	102255	87	87
1904	232317	54	707	74	0	118	33	126	106	129838	26675	168237	178	177
1391	144966	144	458	60	0	39	32	122	50	37510	8435	64219	51	49
602	43287	14	214	43	4	13	19	71	64	43750	7409	19630	49	49
1743	155754	61	599	68	4	74	20	75	31	40652	14993	76825	73	73
1559	164709	109	572	53	0	81	31	115	63	87771	36867	115338	176	177
2014	201940	38	897	87	0	109	31	119	92	85872	33835	109427	94	94
2143	235454	73	819	46	0	151	32	124	106	89275	24164	118168	120	117
2146	220801	75	720	105	1	51	18	72	63	44418	12607	84845	66	60
874	99466	50	273	32	0	28	23	91	69	192565	22609	153197	56	55
1590	92661	61	508	133	1	40	17	45	41	35232	5892	29877	39	39
1590	133328	55	506	79	0	56	20	78	56	40909	17014	63506	66	64
1210	61361	77	451	51	0	27	12	39	25	13294	5394	22445	27	26
2072	125930	75	699	207	4	37	17	68	65	32387	9178	47695	65	64
1281	100750	72	407	67	0	83	30	119	93	140867	6440	68370	58	58
1401	224549	50	465	47	4	54	31	117	114	120662	21916	146304	98	95
834	82316	32	245	34	4	27	10	39	38	21233	4011	38233	25	25
1105	102010	53	370	66	3	28	13	50	44	44332	5818	42071	26	26
1272	101523	42	316	76	0	59	22	88	87	61056	18647	50517	77	76
1944	243511	71	603	65	0	133	42	155	110	101338	20556	103950	130	129
391	22938	10	154	9	0	12	1	0	0	1168	238	5841	11	11
761	41566	35	229	42	5	0	9	36	27	13497	70	2341	2	2
1605	152474	65	577	45	0	106	32	123	83	65567	22392	84396	101	101
530	61857	25	192	25	4	23	11	32	30	25162	3913	24610	31	28
1988	99923	66	617	115	0	44	25	99	80	32334	12237	35753	36	36
1386	132487	41	411	97	0	71	36	136	98	40735	8388	55515	120	89
2395	317394	86	975	53	1	116	31	117	82	91413	22120	209056	195	193
387	21054	16	146	2	0	4	0	0	0	855	338	6622	4	4
1742	209641	42	705	52	5	62	24	88	60	97068	11727	115814	89	84
620	22648	19	184	44	0	12	13	39	28	44339	3704	11609	24	23
449	31414	19	200	22	0	18	8	25	9	14116	3988	13155	39	39
800	46698	45	274	35	0	14	13	52	33	10288	3030	18274	14	14
1684	131698	65	502	74	0	60	19	75	59	65622	13520	72875	78	78
1050	91735	35	382	103	0	7	18	71	49	16563	1421	10112	15	14
2699	244749	95	964	144	2	98	33	124	115	76643	20923	142775	106	101
1606	184510	49	537	60	7	64	40	151	140	110681	20237	68847	83	82
1502	79863	37	438	134	1	29	22	71	49	29011	3219	17659	24	24
1204	128423	64	369	89	8	32	38	145	120	92696	3769	20112	37	36
1138	97839	38	417	42	2	25	24	87	66	94785	12252	61023	77	75
568	38214	34	276	52	0	16	8	27	21	8773	1888	13983	16	16
1459	151101	32	514	98	2	48	35	131	124	83209	14497	65176	56	55
2158	272458	65	822	99	0	100	43	162	152	93815	28864	132432	132	131
1111	172494	52	389	52	0	46	43	165	139	86687	21721	112494	144	131
1421	108043	62	466	29	1	45	14	54	38	34553	4821	45109	40	39
2833	328107	65	1255	125	3	129	41	159	144	105547	33644	170875	153	144
1955	250579	83	694	106	0	130	38	147	120	103487	15923	180759	143	139
2922	351067	95	1024	95	3	136	45	170	160	213688	42935	214921	220	211
1002	158015	29	400	40	0	59	31	119	114	71220	18864	100226	79	78
1060	98866	18	397	140	0	25	13	49	39	23517	4977	32043	50	50
956	85439	33	350	43	0	32	28	104	78	56926	7785	54454	39	39
2186	229242	247	719	128	4	63	31	120	119	91721	17939	78876	95	90
3604	351619	139	1277	142	4	95	40	150	141	115168	23436	170745	169	166
1035	84207	29	356	73	11	14	30	112	101	111194	325	6940	12	12
1417	120445	118	457	72	0	36	16	59	56	51009	13539	49025	63	57
3261	324598	110	1402	128	0	113	37	136	133	135777	34538	122037	134	133
1587	131069	67	600	61	4	47	30	107	83	51513	12198	53782	69	69
1424	204271	42	480	73	0	92	35	130	116	74163	26924	127748	119	119
1701	165543	65	595	148	1	70	32	115	90	51633	12716	86839	119	119
1249	141722	94	436	64	0	19	27	107	36	75345	8172	44830	75	65
946	116048	64	230	45	0	50	20	75	50	33416	10855	77395	63	61
1926	250047	81	651	58	0	41	18	71	61	83305	11932	89324	55	49
3352	299775	95	1367	97	9	91	31	120	97	98952	14300	103300	103	101
1641	195838	67	564	50	1	111	31	116	98	102372	25515	112283	197	196
2035	173260	63	716	37	3	41	21	79	78	37238	2805	10901	16	15
2312	254488	83	747	50	10	120	39	150	117	103772	29402	120691	140	136
1369	104389	45	467	105	5	135	41	156	148	123969	16440	58106	89	89
1577	136084	30	671	69	0	27	13	51	41	27142	11221	57140	40	40
2201	199476	70	861	46	2	87	32	118	105	135400	28732	122422	125	123
961	92499	32	319	57	0	25	18	71	55	21399	5250	25899	21	21
1900	224330	83	612	52	1	131	39	144	132	130115	28608	139296	167	163
1254	135781	31	433	98	2	45	14	47	44	24874	8092	52678	32	29
1335	74408	67	434	61	4	29	7	28	21	34988	4473	23853	36	35
1597	81240	66	503	89	0	58	17	68	50	45549	1572	17306	13	13
207	14688	10	85	0	0	4	0	0	0	6023	2065	7953	5	5
1645	181633	70	564	48	2	47	30	110	73	64466	14817	89455	96	96
2429	271856	103	824	91	1	109	37	147	86	54990	16714	147866	151	151
151	7199	5	74	0	0	7	0	0	0	1644	556	4245	6	6
474	46660	20	259	7	0	12	5	15	13	6179	2089	21509	13	13
141	17547	5	69	3	0	0	1	4	4	3926	2658	7670	3	3
1639	133368	36	535	54	1	37	16	64	57	32755	10695	66675	57	56
872	95227	34	239	70	0	37	32	111	48	34777	1669	14336	23	23
1318	152601	48	438	36	2	46	24	85	46	73224	16267	53608	61	57
1018	98146	40	459	37	0	15	17	68	48	27114	7768	30059	21	14
1383	79619	43	426	123	3	42	11	40	32	20760	7252	29668	43	43
1314	59194	31	288	247	6	7	24	80	68	37636	6387	22097	20	20
1335	139942	42	498	46	0	54	22	88	87	65461	18715	96841	82	72
1403	118612	46	454	72	2	54	12	48	43	30080	7936	41907	90	87
910	72880	33	376	41	0	14	19	76	67	24094	8643	27080	25	21
616	65475	18	225	24	2	16	13	51	46	69008	7294	35885	60	56
1407	99643	55	555	45	1	33	17	67	46	54968	4570	41247	61	59
771	71965	35	252	33	1	32	15	59	56	46090	7185	28313	85	82
766	77272	59	208	27	2	21	16	61	48	27507	10058	36845	43	43
473	49289	19	130	36	1	15	24	76	44	10672	2342	16548	25	25
1376	135131	66	481	87	0	38	15	60	60	34029	8509	36134	41	38
1232	108446	60	389	90	1	22	17	68	65	46300	13275	55764	26	25
1521	89746	36	565	114	3	28	18	71	55	24760	6816	28910	38	38
572	44296	25	173	31	0	10	20	76	38	18779	1930	13339	12	12
1059	77648	47	278	45	0	31	16	62	52	21280	8086	25319	29	29
1544	181528	54	609	69	0	32	16	61	60	40662	10737	66956	49	47
1230	134019	53	422	51	0	32	18	67	54	28987	8033	47487	46	45
1206	124064	40	445	34	1	43	22	88	86	22827	7058	52785	41	40
1205	92630	40	387	60	4	27	8	30	24	18513	6782	44683	31	30
1255	121848	39	339	45	0	37	17	64	52	30594	5401	35619	41	41
613	52915	14	181	54	0	20	18	68	49	24006	6521	21920	26	25
721	81872	45	245	25	0	32	16	64	61	27913	10856	45608	23	23
1109	58981	36	384	38	7	0	23	91	61	42744	2154	7721	14	14
740	53515	28	212	52	2	5	22	88	81	12934	6117	20634	16	16
1126	60812	44	399	67	0	26	13	52	43	22574	5238	29788	25	26
728	56375	30	229	74	7	10	13	49	40	41385	4820	31931	21	21
689	65490	22	224	38	3	27	16	62	40	18653	5615	37754	32	27
592	80949	17	203	30	0	11	16	61	56	18472	4272	32505	9	9
995	76302	31	333	26	0	29	20	76	68	30976	8702	40557	35	33
1613	104011	55	384	67	6	25	22	88	79	63339	15340	94238	42	42
2048	98104	54	636	132	2	55	17	66	47	25568	8030	44197	68	68
705	67989	21	185	42	0	23	18	71	57	33747	9526	43228	32	32
301	30989	14	93	35	0	5	17	68	41	4154	1278	4103	6	6
1803	135458	81	581	118	3	43	12	48	29	19474	4236	44144	68	67
799	73504	35	248	68	0	23	7	25	3	35130	3023	32868	33	33
861	63123	43	304	43	1	34	17	68	60	39067	7196	27640	84	77
1186	61254	46	344	76	1	36	14	41	30	13310	3394	14063	46	46
1451	74914	30	407	64	0	35	23	90	79	65892	6371	28990	30	30
628	31774	23	170	48	1	0	17	66	47	4143	1574	4694	0	0
1161	81437	38	312	64	0	37	14	54	40	28579	9620	42648	36	36
1463	87186	54	507	56	0	28	15	59	48	51776	6978	64329	47	46
742	50090	20	224	71	0	16	17	60	36	21152	4911	21928	20	18
979	65745	53	340	75	0	26	21	77	42	38084	8645	25836	50	48
675	56653	45	168	39	0	38	18	68	49	27717	8987	22779	30	29
1241	158399	39	443	42	0	23	18	72	57	32928	5544	40820	30	28
676	46455	20	204	39	0	22	17	67	12	11342	3083	27530	34	34
1049	73624	24	367	93	0	30	17	64	40	19499	6909	32378	33	33
620	38395	31	210	38	0	16	16	63	43	16380	3189	10824	34	34
1081	91899	35	335	60	0	18	15	59	33	36874	6745	39613	37	33
1688	139526	151	364	71	0	28	21	84	77	48259	16724	60865	83	80
736	52164	52	178	52	0	32	16	64	43	16734	4850	19787	32	32
617	51567	30	206	27	2	21	14	56	45	28207	7025	20107	30	30
812	70551	31	279	59	0	23	15	54	47	30143	6047	36605	43	41
1051	84856	29	387	40	1	29	17	67	43	41369	7377	40961	41	41
1656	102538	57	490	79	1	50	15	58	45	45833	9078	48231	51	51
705	86678	40	238	44	0	12	15	59	50	29156	4605	39725	19	18
945	85709	44	343	65	0	21	10	40	35	35944	3238	21455	37	34
554	34662	25	232	10	0	18	6	22	7	36278	8100	23430	33	31
1597	150580	77	530	124	0	27	22	83	71	45588	9653	62991	41	39
982	99611	35	291	81	0	41	21	81	67	45097	8914	49363	54	54
222	19349	11	67	15	0	13	1	2	0	3895	786	9604	14	14
1212	99373	63	397	92	1	12	18	72	62	28394	6700	24552	25	24
1143	86230	44	467	42	0	21	17	61	54	18632	5788	31493	25	24
435	30837	19	178	10	0	8	4	15	4	2325	593	3439	8	8
532	31706	13	175	24	0	26	10	32	25	25139	4506	19555	26	26
882	89806	42	299	64	0	27	16	62	40	27975	6382	21228	20	19
608	62088	38	154	45	1	13	16	58	38	14483	5621	23177	11	11
459	40151	29	106	22	0	16	9	36	19	13127	3997	22094	14	14
578	27634	20	189	56	0	2	16	59	17	5839	520	2342	3	1
826	76990	27	194	94	0	42	17	68	67	24069	8891	38798	40	39
509	37460	20	135	19	0	5	7	21	14	3738	999	3255	5	5
717	54157	19	201	35	0	37	15	55	30	18625	7067	24261	38	37
637	49862	37	207	32	0	17	14	54	54	36341	4639	18511	32	32
857	84337	26	280	35	0	38	14	55	35	24548	5654	40798	41	38
830	64175	42	260	48	0	37	18	72	59	21792	6928	28893	46	47
652	59382	49	227	49	0	29	12	41	24	26263	1514	21425	47	47
707	119308	30	239	48	0	32	16	61	58	23686	9238	50276	37	37
954	76702	49	333	62	0	35	21	67	42	49303	8204	37643	51	51
1461	103425	67	428	96	1	17	19	76	46	25659	5926	30377	49	45
672	70344	28	230	45	0	20	16	64	61	28904	5785	27126	21	21
778	43410	19	292	63	0	7	1	3	3	2781	4	13	1	1
1141	104838	49	350	71	1	46	16	63	52	29236	5930	42097	44	42
680	62215	27	186	26	0	24	10	40	25	19546	3710	24451	26	26
1090	69304	30	326	48	6	40	19	69	40	22818	705	14335	21	21
616	53117	22	155	29	3	3	12	48	32	32689	443	5084	4	4
285	19764	12	75	19	1	10	2	8	4	5752	2416	9927	10	10
1145	86680	31	361	45	2	37	14	52	49	22197	7747	43527	43	43
733	84105	20	261	45	0	17	17	66	63	20055	5432	27184	34	34
888	77945	20	299	67	0	28	19	76	67	25272	4913	21610	32	31
849	89113	39	300	30	0	19	14	43	32	82206	2650	20484	20	19
1182	91005	29	450	36	3	29	11	39	23	32073	2370	20156	34	34
528	40248	16	183	34	1	8	4	14	7	5444	775	6012	6	6
642	64187	27	238	36	0	10	16	61	54	20154	5576	18475	12	11
947	50857	21	165	34	0	15	20	71	37	36944	1352	12645	24	24
819	56613	19	234	37	1	15	12	44	35	8019	3080	11017	16	16
757	62792	35	176	46	0	28	15	60	51	30884	10205	37623	72	72
894	72535	14	329	44	0	17	16	64	39	19540	6095	35873	27	21

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	11 seconds
R Server	'AstonUniversity' @ aston.wessa.net
R Framework error message	The field 'Names of X columns' contains a hard return which cannot be interpreted. Please, resubmit your request without hard returns in the 'Names of X columns'.

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 11 seconds \tabularnewline
R Server & 'AstonUniversity' @ aston.wessa.net \tabularnewline
R Framework error message & The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'. \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155773&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]11 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'AstonUniversity' @ aston.wessa.net[/C][/ROW]
[ROW][C]R Framework error message[/C][C]The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155773&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155773&T=0

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	11 seconds
R Server	'AstonUniversity' @ aston.wessa.net
R Framework error message	The field 'Names of X columns' contains a hard return which cannot be interpreted. Please, resubmit your request without hard returns in the 'Names of X columns'.

Multiple Linear Regression - Estimated Regression Equation
pageviews[t] = + 98.8872054736608 + 0.000344049910578723time_in_rfc[t] + 3.22852641714714logins[t] + 1.76516246435956compendium_views_info[t] + 1.50473716320283compendium_views_pr[t] + 5.6732975197727shared_compendiums[t] + 2.24009034763433blogged_computations[t] -4.56011864836741compendiums_reviewed[t] + 1.18857866986645feedback_messages_p1[t] + 0.317886548785108feedback_messages_p120[t] + 4.66185528474878e-05totsize[t] -0.00420142174884696totrevisions[t] + 0.000424621771053853totseconds[t] + 3.46266759374286tothyperlinks[t] -3.6358104560958`totblogs `[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
pageviews[t] =  +  98.8872054736608 +  0.000344049910578723time_in_rfc[t] +  3.22852641714714logins[t] +  1.76516246435956compendium_views_info[t] +  1.50473716320283compendium_views_pr[t] +  5.6732975197727shared_compendiums[t] +  2.24009034763433blogged_computations[t] -4.56011864836741compendiums_reviewed[t] +  1.18857866986645feedback_messages_p1[t] +  0.317886548785108feedback_messages_p120[t] +  4.66185528474878e-05totsize[t] -0.00420142174884696totrevisions[t] +  0.000424621771053853totseconds[t] +  3.46266759374286tothyperlinks[t] -3.6358104560958`totblogs
`[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155773&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]pageviews[t] =  +  98.8872054736608 +  0.000344049910578723time_in_rfc[t] +  3.22852641714714logins[t] +  1.76516246435956compendium_views_info[t] +  1.50473716320283compendium_views_pr[t] +  5.6732975197727shared_compendiums[t] +  2.24009034763433blogged_computations[t] -4.56011864836741compendiums_reviewed[t] +  1.18857866986645feedback_messages_p1[t] +  0.317886548785108feedback_messages_p120[t] +  4.66185528474878e-05totsize[t] -0.00420142174884696totrevisions[t] +  0.000424621771053853totseconds[t] +  3.46266759374286tothyperlinks[t] -3.6358104560958`totblogs
`[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155773&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155773&T=1

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Estimated Regression Equation
pageviews[t] = + 98.8872054736608 + 0.000344049910578723time_in_rfc[t] + 3.22852641714714logins[t] + 1.76516246435956compendium_views_info[t] + 1.50473716320283compendium_views_pr[t] + 5.6732975197727shared_compendiums[t] + 2.24009034763433blogged_computations[t] -4.56011864836741compendiums_reviewed[t] + 1.18857866986645feedback_messages_p1[t] + 0.317886548785108feedback_messages_p120[t] + 4.66185528474878e-05totsize[t] -0.00420142174884696totrevisions[t] + 0.000424621771053853totseconds[t] + 3.46266759374286tothyperlinks[t] -3.6358104560958`totblogs `[t] + e[t]

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.D.	T-STATH0: parameter = 0	2-tail p-value	1-tail p-value
(Intercept)	98.8872054736608	25.610325	3.8612	0.000141	7e-05
time_in_rfc	0.000344049910578723	0.000451	0.7633	0.445957	0.222979
logins	3.22852641714714	0.41798	7.7241	0	0
compendium_views_info	1.76516246435956	0.088657	19.91	0	0
compendium_views_pr	1.50473716320283	0.229946	6.5439	0	0
shared_compendiums	5.6732975197727	4.087784	1.3879	0.166305	0.083153
blogged_computations	2.24009034763433	0.670572	3.3406	0.000952	0.000476
compendiums_reviewed	-4.56011864836741	5.159554	-0.8838	0.377568	0.188784
feedback_messages_p1	1.18857866986645	1.566363	0.7588	0.448616	0.224308
feedback_messages_p120	0.317886548785108	0.780247	0.4074	0.684019	0.34201
totsize	4.66185528474878e-05	0.000485	0.0961	0.923486	0.461743
totrevisions	-0.00420142174884696	0.002394	-1.7549	0.080396	0.040198
totseconds	0.000424621771053853	0.000655	0.6485	0.517223	0.258611
tothyperlinks	3.46266759374286	3.255492	1.0636	0.288429	0.144214
`totblogs `	-3.6358104560958	3.373849	-1.0776	0.28214	0.14107

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Ordinary Least Squares \tabularnewline
Variable & Parameter & S.D. & T-STATH0: parameter = 0 & 2-tail p-value & 1-tail p-value \tabularnewline
(Intercept) & 98.8872054736608 & 25.610325 & 3.8612 & 0.000141 & 7e-05 \tabularnewline
time_in_rfc & 0.000344049910578723 & 0.000451 & 0.7633 & 0.445957 & 0.222979 \tabularnewline
logins & 3.22852641714714 & 0.41798 & 7.7241 & 0 & 0 \tabularnewline
compendium_views_info & 1.76516246435956 & 0.088657 & 19.91 & 0 & 0 \tabularnewline
compendium_views_pr & 1.50473716320283 & 0.229946 & 6.5439 & 0 & 0 \tabularnewline
shared_compendiums & 5.6732975197727 & 4.087784 & 1.3879 & 0.166305 & 0.083153 \tabularnewline
blogged_computations & 2.24009034763433 & 0.670572 & 3.3406 & 0.000952 & 0.000476 \tabularnewline
compendiums_reviewed & -4.56011864836741 & 5.159554 & -0.8838 & 0.377568 & 0.188784 \tabularnewline
feedback_messages_p1 & 1.18857866986645 & 1.566363 & 0.7588 & 0.448616 & 0.224308 \tabularnewline
feedback_messages_p120 & 0.317886548785108 & 0.780247 & 0.4074 & 0.684019 & 0.34201 \tabularnewline
totsize & 4.66185528474878e-05 & 0.000485 & 0.0961 & 0.923486 & 0.461743 \tabularnewline
totrevisions & -0.00420142174884696 & 0.002394 & -1.7549 & 0.080396 & 0.040198 \tabularnewline
totseconds & 0.000424621771053853 & 0.000655 & 0.6485 & 0.517223 & 0.258611 \tabularnewline
tothyperlinks & 3.46266759374286 & 3.255492 & 1.0636 & 0.288429 & 0.144214 \tabularnewline
`totblogs
` & -3.6358104560958 & 3.373849 & -1.0776 & 0.28214 & 0.14107 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155773&T=2

[TABLE]
[ROW][C]Multiple Linear Regression - Ordinary Least Squares[/C][/ROW]
[ROW][C]Variable[/C][C]Parameter[/C][C]S.D.[/C][C]T-STATH0: parameter = 0[/C][C]2-tail p-value[/C][C]1-tail p-value[/C][/ROW]
[ROW][C](Intercept)[/C][C]98.8872054736608[/C][C]25.610325[/C][C]3.8612[/C][C]0.000141[/C][C]7e-05[/C][/ROW]
[ROW][C]time_in_rfc[/C][C]0.000344049910578723[/C][C]0.000451[/C][C]0.7633[/C][C]0.445957[/C][C]0.222979[/C][/ROW]
[ROW][C]logins[/C][C]3.22852641714714[/C][C]0.41798[/C][C]7.7241[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]compendium_views_info[/C][C]1.76516246435956[/C][C]0.088657[/C][C]19.91[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]compendium_views_pr[/C][C]1.50473716320283[/C][C]0.229946[/C][C]6.5439[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]shared_compendiums[/C][C]5.6732975197727[/C][C]4.087784[/C][C]1.3879[/C][C]0.166305[/C][C]0.083153[/C][/ROW]
[ROW][C]blogged_computations[/C][C]2.24009034763433[/C][C]0.670572[/C][C]3.3406[/C][C]0.000952[/C][C]0.000476[/C][/ROW]
[ROW][C]compendiums_reviewed[/C][C]-4.56011864836741[/C][C]5.159554[/C][C]-0.8838[/C][C]0.377568[/C][C]0.188784[/C][/ROW]
[ROW][C]feedback_messages_p1[/C][C]1.18857866986645[/C][C]1.566363[/C][C]0.7588[/C][C]0.448616[/C][C]0.224308[/C][/ROW]
[ROW][C]feedback_messages_p120[/C][C]0.317886548785108[/C][C]0.780247[/C][C]0.4074[/C][C]0.684019[/C][C]0.34201[/C][/ROW]
[ROW][C]totsize[/C][C]4.66185528474878e-05[/C][C]0.000485[/C][C]0.0961[/C][C]0.923486[/C][C]0.461743[/C][/ROW]
[ROW][C]totrevisions[/C][C]-0.00420142174884696[/C][C]0.002394[/C][C]-1.7549[/C][C]0.080396[/C][C]0.040198[/C][/ROW]
[ROW][C]totseconds[/C][C]0.000424621771053853[/C][C]0.000655[/C][C]0.6485[/C][C]0.517223[/C][C]0.258611[/C][/ROW]
[ROW][C]tothyperlinks[/C][C]3.46266759374286[/C][C]3.255492[/C][C]1.0636[/C][C]0.288429[/C][C]0.144214[/C][/ROW]
[ROW][C]`totblogs
`[/C][C]-3.6358104560958[/C][C]3.373849[/C][C]-1.0776[/C][C]0.28214[/C][C]0.14107[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155773&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155773&T=2

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.D.	T-STATH0: parameter = 0	2-tail p-value	1-tail p-value
(Intercept)	98.8872054736608	25.610325	3.8612	0.000141	7e-05
time_in_rfc	0.000344049910578723	0.000451	0.7633	0.445957	0.222979
logins	3.22852641714714	0.41798	7.7241	0	0
compendium_views_info	1.76516246435956	0.088657	19.91	0	0
compendium_views_pr	1.50473716320283	0.229946	6.5439	0	0
shared_compendiums	5.6732975197727	4.087784	1.3879	0.166305	0.083153
blogged_computations	2.24009034763433	0.670572	3.3406	0.000952	0.000476
compendiums_reviewed	-4.56011864836741	5.159554	-0.8838	0.377568	0.188784
feedback_messages_p1	1.18857866986645	1.566363	0.7588	0.448616	0.224308
feedback_messages_p120	0.317886548785108	0.780247	0.4074	0.684019	0.34201
totsize	4.66185528474878e-05	0.000485	0.0961	0.923486	0.461743
totrevisions	-0.00420142174884696	0.002394	-1.7549	0.080396	0.040198
totseconds	0.000424621771053853	0.000655	0.6485	0.517223	0.258611
tothyperlinks	3.46266759374286	3.255492	1.0636	0.288429	0.144214
`totblogs `	-3.6358104560958	3.373849	-1.0776	0.28214	0.14107

Multiple Linear Regression - Regression Statistics
Multiple R	0.977029313846888
R-squared	0.954586280116121
Adjusted R-squared	0.95226587107096
F-TEST (value)	411.387070786741
F-TEST (DF numerator)	14
F-TEST (DF denominator)	274
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	160.845186170466
Sum Squared Residuals	7088701.65249402

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.977029313846888 \tabularnewline
R-squared & 0.954586280116121 \tabularnewline
Adjusted R-squared & 0.95226587107096 \tabularnewline
F-TEST (value) & 411.387070786741 \tabularnewline
F-TEST (DF numerator) & 14 \tabularnewline
F-TEST (DF denominator) & 274 \tabularnewline
p-value & 0 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation & 160.845186170466 \tabularnewline
Sum Squared Residuals & 7088701.65249402 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155773&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.977029313846888[/C][/ROW]
[ROW][C]R-squared[/C][C]0.954586280116121[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.95226587107096[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]411.387070786741[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]14[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]274[/C][/ROW]
[ROW][C]p-value[/C][C]0[/C][/ROW]
[ROW][C]Multiple Linear Regression - Residual Statistics[/C][/ROW]
[ROW][C]Residual Standard Deviation[/C][C]160.845186170466[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]7088701.65249402[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155773&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155773&T=3

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Regression Statistics
Multiple R	0.977029313846888
R-squared	0.954586280116121
Adjusted R-squared	0.95226587107096
F-TEST (value)	411.387070786741
F-TEST (DF numerator)	14
F-TEST (DF denominator)	274
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	160.845186170466
Sum Squared Residuals	7088701.65249402

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	InterpolationForecast	ResidualsPrediction Error
1	1418	1334.04375746751	83.956242532486
2	869	1073.94024761721	-204.940247617212
3	1530	1592.33473788381	-62.3347378838098
4	2172	2527.77508671057	-355.775086710574
5	901	911.49188787962	-10.4918878796198
6	463	525.899174781499	-62.8991747814989
7	3201	3625.39679955676	-424.396799556761
8	371	431.577630920943	-60.5776309209434
9	1192	1166.47853824933	25.5214617506673
10	1583	1621.70426408957	-38.7042640895746
11	1439	1380.31476645892	58.6852335410825
12	1764	1895.96009742922	-131.960097429223
13	1495	1574.53816195062	-79.5381619506184
14	1373	1454.4980327367	-81.4980327366973
15	2187	2290.72297033565	-103.722970335652
16	1491	1510.94828429998	-19.9482842999769
17	4041	3759.42377465071	281.576225349286
18	1706	1709.08725370537	-3.08725370536838
19	2152	2372.8053023686	-220.805302368597
20	1036	1158.1175074323	-122.1175074323
21	1882	1781.61990245868	100.380097541317
22	1929	1763.09689592984	165.903104070159
23	2242	2472.24395123627	-230.243951236272
24	1220	1180.79922900018	39.2007709998208
25	1289	1317.67836271471	-28.6783627147148
26	2515	2597.48013595032	-82.4801359503175
27	2147	2118.73248393107	28.2675160689264
28	2352	2453.22234914736	-101.222349147358
29	1638	1624.57132767125	13.4286723287514
30	1222	1291.09502290883	-69.0950229088306
31	1812	1973.17884399557	-161.178843995568
32	1677	1728.84070744868	-51.8407074486819
33	1579	1560.80818145847	18.1918185415337
34	1731	1861.55629977465	-130.556299774649
35	807	881.93190908344	-74.9319090834394
36	2452	2529.45689031271	-77.4568903127124
37	829	807.468035656571	21.5319643434286
38	1940	2063.67557516443	-123.675575164434
39	2662	2471.04957776604	190.950422233957
40	186	279.659142674358	-93.6591426743576
41	1499	1479.09947039667	19.9005296033264
42	865	788.020259258547	76.9797407414528
43	1793	1525.92921512092	267.070784879084
44	2527	2561.80792105991	-34.8079210599061
45	2747	2961.00969004342	-214.009690043421
46	1324	1520.10921766807	-196.109217668069
47	2702	2396.51766239634	305.482337603658
48	1383	1520.32316635569	-137.323166355688
49	1179	1038.54555687782	140.454443122178
50	2099	2055.91642649959	43.0835735004149
51	4308	4759.94587219191	-451.94587219191
52	918	974.654835176747	-56.6548351767475
53	1831	1649.35586721098	181.644132789018
54	3373	3040.31324648423	332.686753515774
55	1713	1865.89334551627	-152.89334551627
56	1438	1389.66820156721	48.3317984327886
57	496	609.899160478377	-113.899160478377
58	2253	2768.62843633088	-515.62843633088
59	744	743.644179047764	0.355820952236194
60	1161	1334.85604448509	-173.856044485086
61	2352	2139.27753473391	212.722465266089
62	2144	1758.82134458301	385.178655416993
63	4691	3552.71524897564	1138.28475102436
64	1112	1107.30898683022	4.69101316977774
65	2694	2464.64689118623	229.353108813774
66	1973	2276.32481792967	-303.324817929669
67	1769	1885.836171237	-116.836171237003
68	3148	2860.97621083899	287.023789161012
69	2474	2493.65304154543	-19.6530415454343
70	2084	2219.8726484248	-135.872648424804
71	1954	1866.89807626945	87.1019237305493
72	1226	1357.07871121497	-131.078711214969
73	1389	1236.16307551304	152.836924486961
74	1496	1531.39220195433	-35.3922019543327
75	2269	2128.15632795209	140.843672047915
76	1833	1924.39950214933	-91.3995021493253
77	1268	1469.81351301852	-201.813513018522
78	1943	1823.63695551359	119.363044486411
79	893	1067.78611859636	-174.786118596364
80	1762	1658.69936664448	103.300633355515
81	1403	1625.89444883846	-222.894448838464
82	1425	1451.29577697101	-26.295776971009
83	1857	2193.42115791347	-336.421157913475
84	1840	2008.01912702524	-168.019127025236
85	1502	1504.44208136811	-2.44208136811499
86	1441	1388.73048739377	52.2695126062308
87	1420	1493.7834854565	-73.7834854565033
88	1416	1348.5707656862	67.4292343138032
89	2970	2684.29378680504	285.706213194962
90	1317	1651.51134415217	-334.51134415217
91	1644	1462.66494260836	181.335057391639
92	870	1127.15998092104	-257.15998092104
93	1654	1846.1675440414	-192.167544041401
94	1054	1008.78151073805	45.2184892619501
95	937	877.044287432212	59.9557125677881
96	3004	3257.34877322458	-253.348773224581
97	2008	1946.09420513425	61.9057948657544
98	2547	2375.85523213856	171.144767861444
99	1885	1788.88521922469	96.1147807753147
100	1626	1660.20334674944	-34.2033467494423
101	1468	1389.6752484607	78.3247515392991
102	2445	2316.53576659409	128.464233405911
103	1964	2037.07155028623	-73.0715502862282
104	1381	1323.12134048223	57.8786595177725
105	1369	1356.28376638864	12.7162336113609
106	1659	1757.04753191207	-98.0475319120667
107	2888	2691.02369715692	196.976302843081
108	1290	1045.32677206754	244.673227932461
109	2845	2879.6753755059	-34.6753755059011
110	1982	1934.62661519802	47.3733848019796
111	1904	1948.01372802204	-44.013728022041
112	1391	1606.75962923488	-215.759629234881
113	602	642.096417206094	-40.0964172060943
114	1743	1664.20965576943	78.79034423057
115	1559	1657.74975358155	-98.7497535815542
116	2014	2170.8418869696	-156.841886969597
117	2143	2246.81881386245	-103.81881386245
118	2146	1984.86576080194	161.134239198063
119	874	885.488117308486	-11.4881173084857
120	1590	1491.63572426321	98.3642757367883
121	1590	1432.36190816808	157.638091831923
122	1210	1287.9364673088	-77.936467308799
123	2072	2034.80558454418	37.1944154558189
124	1281	1403.86986317362	-122.869863173616
125	1401	1376.29996721304	24.7000327869646
126	834	806.19937225059	27.8006277494107
127	1105	1142.38059310806	-37.3805931080626
128	1272	1041.91628922061	230.083710779391
129	1944	1843.32412457306	100.67587542694
130	391	446.393062369773	-55.393062369773
131	761	733.287627472426	27.7123725275744
132	1605	1638.8448957242	-33.8448957242019
133	530	649.759757444524	-119.759757444524
134	1988	1695.20260928753	292.797390712471
135	1386	1418.12527038316	-32.1252703831647
136	2395	2549.41941259733	-154.419412597332
137	387	428.20986270886	-41.2098627088597
138	1742	1817.97708978721	-75.9770897872098
139	620	572.789281387702	47.2107186122975
140	449	576.326149832999	-127.326149832999
141	800	834.01856424116	-34.01856424116
142	1684	1470.87123698708	213.128763012919
143	1050	1106.42542668521	-56.4254266852084
144	2699	2648.55201642405	50.4479835759472
145	1606	1522.03024106891	83.9697589310937
146	1502	1282.04535534908	219.954644650917
147	1204	1283.49414275224	-79.4941427522442
148	1138	1109.59151479741	28.408485202586
149	568	821.007438304703	-253.007438304703
150	1459	1427.9186326558	31.0813673442022
151	2158	2191.32367598904	-33.3236759890366
152	1111	1221.15492643091	-110.154926430908
153	1421	1318.54986910047	102.450130899532
154	2833	3121.14049549786	-288.140495497859
155	1955	2172.84935197737	-217.84935197737
156	2922	2761.71002399022	160.289976009785
157	1002	1138.19579056901	-136.195790569014
158	1060	1154.94173188442	-94.9417318844188
159	956	996.056841248205	-40.0568412482046
160	2186	2604.0047751482	-418.004775148195
161	3604	3373.67061547277	230.329384527231
162	1035	1086.60826524236	-51.6082652423638
163	1417	1509.14073997346	-92.1407399734573
164	3261	3414.87384240248	-153.873842402483
165	1587	1617.95824652389	-30.9582465238895
166	1424	1423.74163007273	0.258369927267304
167	1701	1785.77291105222	-84.7729110522175
168	1249	1386.68912976293	-137.689129762933
169	946	930.158206467238	15.8417935327617
170	1926	1800.33686125819	125.663138741806
171	3352	3332.51403055854	19.4859694414583
172	1641	1650.13029682469	-9.1302968246895
173	2035	1808.66534795217	226.334652047826
174	2312	2134.26217256403	177.73782743597
175	1369	1584.66473472504	-215.664734725043
176	1577	1577.12366230773	-0.123662307733426
177	2201	2139.68628710183	61.3137128981665
178	961	944.975542068244	16.0244579317556
179	1900	1867.60623153044	32.3937684695634
180	1254	1270.52253013172	-16.52253013172
181	1335	1284.72811851972	50.2718814802821
182	1597	1511.45623160315	85.54376839685
183	207	289.341195858671	-82.3411958586707
184	1645	1551.04621080753	93.9537891924668
185	2429	2368.54401619626	60.4559838037417
186	151	262.313620314229	-111.313620314229
187	474	671.656655635443	-197.656655635444
188	141	240.596110923947	-99.596110923947
189	1639	1375.0715493525	263.928450647498
190	872	849.489880098313	22.510119901687
191	1318	1216.08412326713	101.915876732874
192	1018	1183.04722314385	-165.047223143852
193	1383	1296.4581567731	86.5418432268993
194	1314	1137.19429792963	176.805702070366
195	1335	1371.49776137608	-36.4977613760839
196	1403	1327.42265239546	75.5773476045442
197	910	998.771400302078	-88.7714003020781
198	616	667.913492051727	-51.9134920517266
199	1407	1452.03478953487	-45.0347895348698
200	771	808.178684572968	-37.1786845729683
201	766	764.150314594948	1.84968540505159
202	473	488.335386882645	-15.3353868826453
203	1376	1430.51494479205	-54.5149447920521
204	1232	1200.10068355353	31.8993164464726
205	1521	1492.59499246031	28.405007539687
206	572	576.823578692006	-4.8235786920062
207	1059	895.223154600105	163.776845399895
208	1544	1588.79414800058	-44.7941480005821
209	1230	1207.58644971332	22.4135502866817
210	1206	1231.33970908941	-25.3397090894091
211	1205	1112.89178970823	92.108210291773
212	1255	1017.54535290411	237.454647095893
213	613	604.325109929335	8.67489007066492
214	721	807.677781530367	-86.6777815303668
215	1109	1026.58836053954	82.4116394604602
216	740	693.620948313761	46.3790516862386
217	1126	1125.14753463759	0.852465362414455
218	728	796.100880215395	-68.1008802153954
219	689	741.919036343679	-52.919036343679
220	592	622.233496085647	-30.2334960856473
221	995	921.1702890315	73.8297109685005
222	1613	1181.55477289554	431.445227104456
223	2048	1753.11316473498	294.886835265021
224	705	626.14591857862	78.8540814213795
225	301	394.636983083235	-93.6369830832354
226	1803	1728.73060134367	74.2693986563336
227	799	824.706032538106	-25.7060325381058
228	861	959.186320500938	-98.1863205009378
229	1186	1055.16072873457	130.839271265427
230	1451	1125.26703631983	325.732963680167
231	628	573.491575628336	54.5084243716639
232	1161	965.354621772854	195.645378227146
233	1463	1358.04185500944	104.958144990557
234	742	717.474752211633	24.525247788367
235	979	1048.01997794674	-69.019977946742
236	675	689.983418268225	-14.9834182682248
237	1241	1195.25273919865	45.7472608013495
238	676	646.806589010796	29.1934109892045
239	1049	1047.83862247383	1.16137752617276
240	620	677.54910209518	-57.5491020951802
241	1081	975.99129327845	105.008706721551
242	1688	1429.39835384618	258.601646153817
243	736	748.886637832913	-12.8866378329127
244	617	668.291688076519	-51.2916880765185
245	812	858.117607551159	-46.1176075511586
246	1051	1032.66307375516	18.3369262448368
247	1656	1410.15954529106	245.840454708936
248	705	787.892554714551	-82.892554714551
249	945	1035.4819285162	-90.4819285161962
250	554	636.592244456914	-82.5922444569138
251	1597	1591.28512914312	5.7148708568798
252	982	971.61903005562	10.3809699443803
253	222	307.366502737819	-85.3665027378194
254	1212	1214.34454925157	-2.3445492515717
255	1143	1206.5592962295	-63.5592962294956
256	435	516.55751562088	-81.5575156208799
257	532	541.448563962857	-9.4485639628567
258	882	947.075201626871	-65.0752016268713
259	608	610.326469552447	-2.32646955244657
260	459	460.945384961912	-1.94538496191224
261	578	603.728814055326	-25.7288140553262
262	826	792.06795129164	33.9320487083596
263	509	448.416436582525	60.5835634174746
264	717	654.250314420111	62.7496855798891
265	637	689.150286878938	-52.1502868789382
266	857	855.057795238426	1.94220476157401
267	830	865.445196707383	-35.4451967073831
268	652	814.364768486689	-162.364768486689
269	707	797.787300158224	-90.7873001582239
270	954	1015.17751921818	-61.177519218181
271	1461	1308.05001637427	152.949983625734
272	672	739.412882023129	-67.4128820231285
273	778	800.97542206262	-22.9754220626208
274	1141	1138.94096413296	2.05903586704189
275	680	629.761804959873	50.2381950401275
276	1090	999.538607867576	90.4613921324244
277	616	542.799020670166	73.2009793298344
278	285	327.741961761865	-42.7419617618654
279	1145	1021.02514765723	123.974852342765
280	733	763.616063801933	-30.6160638019326
281	888	894.394198316745	-6.39419831674548
282	849	871.720680209284	-22.7206802092838
283	1182	1152.01519317384	29.9848068261585
284	528	561.307254862491	-33.3072548624907
285	642	708.44373830914	-66.4437383091397
286	947	562.402214027473	384.597785972527
287	819	685.748143764062	133.251856235938
288	757	657.296916723866	99.7030832761338
289	894	877.251092552224	16.7489074477764

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 1418 & 1334.04375746751 & 83.956242532486 \tabularnewline
2 & 869 & 1073.94024761721 & -204.940247617212 \tabularnewline
3 & 1530 & 1592.33473788381 & -62.3347378838098 \tabularnewline
4 & 2172 & 2527.77508671057 & -355.775086710574 \tabularnewline
5 & 901 & 911.49188787962 & -10.4918878796198 \tabularnewline
6 & 463 & 525.899174781499 & -62.8991747814989 \tabularnewline
7 & 3201 & 3625.39679955676 & -424.396799556761 \tabularnewline
8 & 371 & 431.577630920943 & -60.5776309209434 \tabularnewline
9 & 1192 & 1166.47853824933 & 25.5214617506673 \tabularnewline
10 & 1583 & 1621.70426408957 & -38.7042640895746 \tabularnewline
11 & 1439 & 1380.31476645892 & 58.6852335410825 \tabularnewline
12 & 1764 & 1895.96009742922 & -131.960097429223 \tabularnewline
13 & 1495 & 1574.53816195062 & -79.5381619506184 \tabularnewline
14 & 1373 & 1454.4980327367 & -81.4980327366973 \tabularnewline
15 & 2187 & 2290.72297033565 & -103.722970335652 \tabularnewline
16 & 1491 & 1510.94828429998 & -19.9482842999769 \tabularnewline
17 & 4041 & 3759.42377465071 & 281.576225349286 \tabularnewline
18 & 1706 & 1709.08725370537 & -3.08725370536838 \tabularnewline
19 & 2152 & 2372.8053023686 & -220.805302368597 \tabularnewline
20 & 1036 & 1158.1175074323 & -122.1175074323 \tabularnewline
21 & 1882 & 1781.61990245868 & 100.380097541317 \tabularnewline
22 & 1929 & 1763.09689592984 & 165.903104070159 \tabularnewline
23 & 2242 & 2472.24395123627 & -230.243951236272 \tabularnewline
24 & 1220 & 1180.79922900018 & 39.2007709998208 \tabularnewline
25 & 1289 & 1317.67836271471 & -28.6783627147148 \tabularnewline
26 & 2515 & 2597.48013595032 & -82.4801359503175 \tabularnewline
27 & 2147 & 2118.73248393107 & 28.2675160689264 \tabularnewline
28 & 2352 & 2453.22234914736 & -101.222349147358 \tabularnewline
29 & 1638 & 1624.57132767125 & 13.4286723287514 \tabularnewline
30 & 1222 & 1291.09502290883 & -69.0950229088306 \tabularnewline
31 & 1812 & 1973.17884399557 & -161.178843995568 \tabularnewline
32 & 1677 & 1728.84070744868 & -51.8407074486819 \tabularnewline
33 & 1579 & 1560.80818145847 & 18.1918185415337 \tabularnewline
34 & 1731 & 1861.55629977465 & -130.556299774649 \tabularnewline
35 & 807 & 881.93190908344 & -74.9319090834394 \tabularnewline
36 & 2452 & 2529.45689031271 & -77.4568903127124 \tabularnewline
37 & 829 & 807.468035656571 & 21.5319643434286 \tabularnewline
38 & 1940 & 2063.67557516443 & -123.675575164434 \tabularnewline
39 & 2662 & 2471.04957776604 & 190.950422233957 \tabularnewline
40 & 186 & 279.659142674358 & -93.6591426743576 \tabularnewline
41 & 1499 & 1479.09947039667 & 19.9005296033264 \tabularnewline
42 & 865 & 788.020259258547 & 76.9797407414528 \tabularnewline
43 & 1793 & 1525.92921512092 & 267.070784879084 \tabularnewline
44 & 2527 & 2561.80792105991 & -34.8079210599061 \tabularnewline
45 & 2747 & 2961.00969004342 & -214.009690043421 \tabularnewline
46 & 1324 & 1520.10921766807 & -196.109217668069 \tabularnewline
47 & 2702 & 2396.51766239634 & 305.482337603658 \tabularnewline
48 & 1383 & 1520.32316635569 & -137.323166355688 \tabularnewline
49 & 1179 & 1038.54555687782 & 140.454443122178 \tabularnewline
50 & 2099 & 2055.91642649959 & 43.0835735004149 \tabularnewline
51 & 4308 & 4759.94587219191 & -451.94587219191 \tabularnewline
52 & 918 & 974.654835176747 & -56.6548351767475 \tabularnewline
53 & 1831 & 1649.35586721098 & 181.644132789018 \tabularnewline
54 & 3373 & 3040.31324648423 & 332.686753515774 \tabularnewline
55 & 1713 & 1865.89334551627 & -152.89334551627 \tabularnewline
56 & 1438 & 1389.66820156721 & 48.3317984327886 \tabularnewline
57 & 496 & 609.899160478377 & -113.899160478377 \tabularnewline
58 & 2253 & 2768.62843633088 & -515.62843633088 \tabularnewline
59 & 744 & 743.644179047764 & 0.355820952236194 \tabularnewline
60 & 1161 & 1334.85604448509 & -173.856044485086 \tabularnewline
61 & 2352 & 2139.27753473391 & 212.722465266089 \tabularnewline
62 & 2144 & 1758.82134458301 & 385.178655416993 \tabularnewline
63 & 4691 & 3552.71524897564 & 1138.28475102436 \tabularnewline
64 & 1112 & 1107.30898683022 & 4.69101316977774 \tabularnewline
65 & 2694 & 2464.64689118623 & 229.353108813774 \tabularnewline
66 & 1973 & 2276.32481792967 & -303.324817929669 \tabularnewline
67 & 1769 & 1885.836171237 & -116.836171237003 \tabularnewline
68 & 3148 & 2860.97621083899 & 287.023789161012 \tabularnewline
69 & 2474 & 2493.65304154543 & -19.6530415454343 \tabularnewline
70 & 2084 & 2219.8726484248 & -135.872648424804 \tabularnewline
71 & 1954 & 1866.89807626945 & 87.1019237305493 \tabularnewline
72 & 1226 & 1357.07871121497 & -131.078711214969 \tabularnewline
73 & 1389 & 1236.16307551304 & 152.836924486961 \tabularnewline
74 & 1496 & 1531.39220195433 & -35.3922019543327 \tabularnewline
75 & 2269 & 2128.15632795209 & 140.843672047915 \tabularnewline
76 & 1833 & 1924.39950214933 & -91.3995021493253 \tabularnewline
77 & 1268 & 1469.81351301852 & -201.813513018522 \tabularnewline
78 & 1943 & 1823.63695551359 & 119.363044486411 \tabularnewline
79 & 893 & 1067.78611859636 & -174.786118596364 \tabularnewline
80 & 1762 & 1658.69936664448 & 103.300633355515 \tabularnewline
81 & 1403 & 1625.89444883846 & -222.894448838464 \tabularnewline
82 & 1425 & 1451.29577697101 & -26.295776971009 \tabularnewline
83 & 1857 & 2193.42115791347 & -336.421157913475 \tabularnewline
84 & 1840 & 2008.01912702524 & -168.019127025236 \tabularnewline
85 & 1502 & 1504.44208136811 & -2.44208136811499 \tabularnewline
86 & 1441 & 1388.73048739377 & 52.2695126062308 \tabularnewline
87 & 1420 & 1493.7834854565 & -73.7834854565033 \tabularnewline
88 & 1416 & 1348.5707656862 & 67.4292343138032 \tabularnewline
89 & 2970 & 2684.29378680504 & 285.706213194962 \tabularnewline
90 & 1317 & 1651.51134415217 & -334.51134415217 \tabularnewline
91 & 1644 & 1462.66494260836 & 181.335057391639 \tabularnewline
92 & 870 & 1127.15998092104 & -257.15998092104 \tabularnewline
93 & 1654 & 1846.1675440414 & -192.167544041401 \tabularnewline
94 & 1054 & 1008.78151073805 & 45.2184892619501 \tabularnewline
95 & 937 & 877.044287432212 & 59.9557125677881 \tabularnewline
96 & 3004 & 3257.34877322458 & -253.348773224581 \tabularnewline
97 & 2008 & 1946.09420513425 & 61.9057948657544 \tabularnewline
98 & 2547 & 2375.85523213856 & 171.144767861444 \tabularnewline
99 & 1885 & 1788.88521922469 & 96.1147807753147 \tabularnewline
100 & 1626 & 1660.20334674944 & -34.2033467494423 \tabularnewline
101 & 1468 & 1389.6752484607 & 78.3247515392991 \tabularnewline
102 & 2445 & 2316.53576659409 & 128.464233405911 \tabularnewline
103 & 1964 & 2037.07155028623 & -73.0715502862282 \tabularnewline
104 & 1381 & 1323.12134048223 & 57.8786595177725 \tabularnewline
105 & 1369 & 1356.28376638864 & 12.7162336113609 \tabularnewline
106 & 1659 & 1757.04753191207 & -98.0475319120667 \tabularnewline
107 & 2888 & 2691.02369715692 & 196.976302843081 \tabularnewline
108 & 1290 & 1045.32677206754 & 244.673227932461 \tabularnewline
109 & 2845 & 2879.6753755059 & -34.6753755059011 \tabularnewline
110 & 1982 & 1934.62661519802 & 47.3733848019796 \tabularnewline
111 & 1904 & 1948.01372802204 & -44.013728022041 \tabularnewline
112 & 1391 & 1606.75962923488 & -215.759629234881 \tabularnewline
113 & 602 & 642.096417206094 & -40.0964172060943 \tabularnewline
114 & 1743 & 1664.20965576943 & 78.79034423057 \tabularnewline
115 & 1559 & 1657.74975358155 & -98.7497535815542 \tabularnewline
116 & 2014 & 2170.8418869696 & -156.841886969597 \tabularnewline
117 & 2143 & 2246.81881386245 & -103.81881386245 \tabularnewline
118 & 2146 & 1984.86576080194 & 161.134239198063 \tabularnewline
119 & 874 & 885.488117308486 & -11.4881173084857 \tabularnewline
120 & 1590 & 1491.63572426321 & 98.3642757367883 \tabularnewline
121 & 1590 & 1432.36190816808 & 157.638091831923 \tabularnewline
122 & 1210 & 1287.9364673088 & -77.936467308799 \tabularnewline
123 & 2072 & 2034.80558454418 & 37.1944154558189 \tabularnewline
124 & 1281 & 1403.86986317362 & -122.869863173616 \tabularnewline
125 & 1401 & 1376.29996721304 & 24.7000327869646 \tabularnewline
126 & 834 & 806.19937225059 & 27.8006277494107 \tabularnewline
127 & 1105 & 1142.38059310806 & -37.3805931080626 \tabularnewline
128 & 1272 & 1041.91628922061 & 230.083710779391 \tabularnewline
129 & 1944 & 1843.32412457306 & 100.67587542694 \tabularnewline
130 & 391 & 446.393062369773 & -55.393062369773 \tabularnewline
131 & 761 & 733.287627472426 & 27.7123725275744 \tabularnewline
132 & 1605 & 1638.8448957242 & -33.8448957242019 \tabularnewline
133 & 530 & 649.759757444524 & -119.759757444524 \tabularnewline
134 & 1988 & 1695.20260928753 & 292.797390712471 \tabularnewline
135 & 1386 & 1418.12527038316 & -32.1252703831647 \tabularnewline
136 & 2395 & 2549.41941259733 & -154.419412597332 \tabularnewline
137 & 387 & 428.20986270886 & -41.2098627088597 \tabularnewline
138 & 1742 & 1817.97708978721 & -75.9770897872098 \tabularnewline
139 & 620 & 572.789281387702 & 47.2107186122975 \tabularnewline
140 & 449 & 576.326149832999 & -127.326149832999 \tabularnewline
141 & 800 & 834.01856424116 & -34.01856424116 \tabularnewline
142 & 1684 & 1470.87123698708 & 213.128763012919 \tabularnewline
143 & 1050 & 1106.42542668521 & -56.4254266852084 \tabularnewline
144 & 2699 & 2648.55201642405 & 50.4479835759472 \tabularnewline
145 & 1606 & 1522.03024106891 & 83.9697589310937 \tabularnewline
146 & 1502 & 1282.04535534908 & 219.954644650917 \tabularnewline
147 & 1204 & 1283.49414275224 & -79.4941427522442 \tabularnewline
148 & 1138 & 1109.59151479741 & 28.408485202586 \tabularnewline
149 & 568 & 821.007438304703 & -253.007438304703 \tabularnewline
150 & 1459 & 1427.9186326558 & 31.0813673442022 \tabularnewline
151 & 2158 & 2191.32367598904 & -33.3236759890366 \tabularnewline
152 & 1111 & 1221.15492643091 & -110.154926430908 \tabularnewline
153 & 1421 & 1318.54986910047 & 102.450130899532 \tabularnewline
154 & 2833 & 3121.14049549786 & -288.140495497859 \tabularnewline
155 & 1955 & 2172.84935197737 & -217.84935197737 \tabularnewline
156 & 2922 & 2761.71002399022 & 160.289976009785 \tabularnewline
157 & 1002 & 1138.19579056901 & -136.195790569014 \tabularnewline
158 & 1060 & 1154.94173188442 & -94.9417318844188 \tabularnewline
159 & 956 & 996.056841248205 & -40.0568412482046 \tabularnewline
160 & 2186 & 2604.0047751482 & -418.004775148195 \tabularnewline
161 & 3604 & 3373.67061547277 & 230.329384527231 \tabularnewline
162 & 1035 & 1086.60826524236 & -51.6082652423638 \tabularnewline
163 & 1417 & 1509.14073997346 & -92.1407399734573 \tabularnewline
164 & 3261 & 3414.87384240248 & -153.873842402483 \tabularnewline
165 & 1587 & 1617.95824652389 & -30.9582465238895 \tabularnewline
166 & 1424 & 1423.74163007273 & 0.258369927267304 \tabularnewline
167 & 1701 & 1785.77291105222 & -84.7729110522175 \tabularnewline
168 & 1249 & 1386.68912976293 & -137.689129762933 \tabularnewline
169 & 946 & 930.158206467238 & 15.8417935327617 \tabularnewline
170 & 1926 & 1800.33686125819 & 125.663138741806 \tabularnewline
171 & 3352 & 3332.51403055854 & 19.4859694414583 \tabularnewline
172 & 1641 & 1650.13029682469 & -9.1302968246895 \tabularnewline
173 & 2035 & 1808.66534795217 & 226.334652047826 \tabularnewline
174 & 2312 & 2134.26217256403 & 177.73782743597 \tabularnewline
175 & 1369 & 1584.66473472504 & -215.664734725043 \tabularnewline
176 & 1577 & 1577.12366230773 & -0.123662307733426 \tabularnewline
177 & 2201 & 2139.68628710183 & 61.3137128981665 \tabularnewline
178 & 961 & 944.975542068244 & 16.0244579317556 \tabularnewline
179 & 1900 & 1867.60623153044 & 32.3937684695634 \tabularnewline
180 & 1254 & 1270.52253013172 & -16.52253013172 \tabularnewline
181 & 1335 & 1284.72811851972 & 50.2718814802821 \tabularnewline
182 & 1597 & 1511.45623160315 & 85.54376839685 \tabularnewline
183 & 207 & 289.341195858671 & -82.3411958586707 \tabularnewline
184 & 1645 & 1551.04621080753 & 93.9537891924668 \tabularnewline
185 & 2429 & 2368.54401619626 & 60.4559838037417 \tabularnewline
186 & 151 & 262.313620314229 & -111.313620314229 \tabularnewline
187 & 474 & 671.656655635443 & -197.656655635444 \tabularnewline
188 & 141 & 240.596110923947 & -99.596110923947 \tabularnewline
189 & 1639 & 1375.0715493525 & 263.928450647498 \tabularnewline
190 & 872 & 849.489880098313 & 22.510119901687 \tabularnewline
191 & 1318 & 1216.08412326713 & 101.915876732874 \tabularnewline
192 & 1018 & 1183.04722314385 & -165.047223143852 \tabularnewline
193 & 1383 & 1296.4581567731 & 86.5418432268993 \tabularnewline
194 & 1314 & 1137.19429792963 & 176.805702070366 \tabularnewline
195 & 1335 & 1371.49776137608 & -36.4977613760839 \tabularnewline
196 & 1403 & 1327.42265239546 & 75.5773476045442 \tabularnewline
197 & 910 & 998.771400302078 & -88.7714003020781 \tabularnewline
198 & 616 & 667.913492051727 & -51.9134920517266 \tabularnewline
199 & 1407 & 1452.03478953487 & -45.0347895348698 \tabularnewline
200 & 771 & 808.178684572968 & -37.1786845729683 \tabularnewline
201 & 766 & 764.150314594948 & 1.84968540505159 \tabularnewline
202 & 473 & 488.335386882645 & -15.3353868826453 \tabularnewline
203 & 1376 & 1430.51494479205 & -54.5149447920521 \tabularnewline
204 & 1232 & 1200.10068355353 & 31.8993164464726 \tabularnewline
205 & 1521 & 1492.59499246031 & 28.405007539687 \tabularnewline
206 & 572 & 576.823578692006 & -4.8235786920062 \tabularnewline
207 & 1059 & 895.223154600105 & 163.776845399895 \tabularnewline
208 & 1544 & 1588.79414800058 & -44.7941480005821 \tabularnewline
209 & 1230 & 1207.58644971332 & 22.4135502866817 \tabularnewline
210 & 1206 & 1231.33970908941 & -25.3397090894091 \tabularnewline
211 & 1205 & 1112.89178970823 & 92.108210291773 \tabularnewline
212 & 1255 & 1017.54535290411 & 237.454647095893 \tabularnewline
213 & 613 & 604.325109929335 & 8.67489007066492 \tabularnewline
214 & 721 & 807.677781530367 & -86.6777815303668 \tabularnewline
215 & 1109 & 1026.58836053954 & 82.4116394604602 \tabularnewline
216 & 740 & 693.620948313761 & 46.3790516862386 \tabularnewline
217 & 1126 & 1125.14753463759 & 0.852465362414455 \tabularnewline
218 & 728 & 796.100880215395 & -68.1008802153954 \tabularnewline
219 & 689 & 741.919036343679 & -52.919036343679 \tabularnewline
220 & 592 & 622.233496085647 & -30.2334960856473 \tabularnewline
221 & 995 & 921.1702890315 & 73.8297109685005 \tabularnewline
222 & 1613 & 1181.55477289554 & 431.445227104456 \tabularnewline
223 & 2048 & 1753.11316473498 & 294.886835265021 \tabularnewline
224 & 705 & 626.14591857862 & 78.8540814213795 \tabularnewline
225 & 301 & 394.636983083235 & -93.6369830832354 \tabularnewline
226 & 1803 & 1728.73060134367 & 74.2693986563336 \tabularnewline
227 & 799 & 824.706032538106 & -25.7060325381058 \tabularnewline
228 & 861 & 959.186320500938 & -98.1863205009378 \tabularnewline
229 & 1186 & 1055.16072873457 & 130.839271265427 \tabularnewline
230 & 1451 & 1125.26703631983 & 325.732963680167 \tabularnewline
231 & 628 & 573.491575628336 & 54.5084243716639 \tabularnewline
232 & 1161 & 965.354621772854 & 195.645378227146 \tabularnewline
233 & 1463 & 1358.04185500944 & 104.958144990557 \tabularnewline
234 & 742 & 717.474752211633 & 24.525247788367 \tabularnewline
235 & 979 & 1048.01997794674 & -69.019977946742 \tabularnewline
236 & 675 & 689.983418268225 & -14.9834182682248 \tabularnewline
237 & 1241 & 1195.25273919865 & 45.7472608013495 \tabularnewline
238 & 676 & 646.806589010796 & 29.1934109892045 \tabularnewline
239 & 1049 & 1047.83862247383 & 1.16137752617276 \tabularnewline
240 & 620 & 677.54910209518 & -57.5491020951802 \tabularnewline
241 & 1081 & 975.99129327845 & 105.008706721551 \tabularnewline
242 & 1688 & 1429.39835384618 & 258.601646153817 \tabularnewline
243 & 736 & 748.886637832913 & -12.8866378329127 \tabularnewline
244 & 617 & 668.291688076519 & -51.2916880765185 \tabularnewline
245 & 812 & 858.117607551159 & -46.1176075511586 \tabularnewline
246 & 1051 & 1032.66307375516 & 18.3369262448368 \tabularnewline
247 & 1656 & 1410.15954529106 & 245.840454708936 \tabularnewline
248 & 705 & 787.892554714551 & -82.892554714551 \tabularnewline
249 & 945 & 1035.4819285162 & -90.4819285161962 \tabularnewline
250 & 554 & 636.592244456914 & -82.5922444569138 \tabularnewline
251 & 1597 & 1591.28512914312 & 5.7148708568798 \tabularnewline
252 & 982 & 971.61903005562 & 10.3809699443803 \tabularnewline
253 & 222 & 307.366502737819 & -85.3665027378194 \tabularnewline
254 & 1212 & 1214.34454925157 & -2.3445492515717 \tabularnewline
255 & 1143 & 1206.5592962295 & -63.5592962294956 \tabularnewline
256 & 435 & 516.55751562088 & -81.5575156208799 \tabularnewline
257 & 532 & 541.448563962857 & -9.4485639628567 \tabularnewline
258 & 882 & 947.075201626871 & -65.0752016268713 \tabularnewline
259 & 608 & 610.326469552447 & -2.32646955244657 \tabularnewline
260 & 459 & 460.945384961912 & -1.94538496191224 \tabularnewline
261 & 578 & 603.728814055326 & -25.7288140553262 \tabularnewline
262 & 826 & 792.06795129164 & 33.9320487083596 \tabularnewline
263 & 509 & 448.416436582525 & 60.5835634174746 \tabularnewline
264 & 717 & 654.250314420111 & 62.7496855798891 \tabularnewline
265 & 637 & 689.150286878938 & -52.1502868789382 \tabularnewline
266 & 857 & 855.057795238426 & 1.94220476157401 \tabularnewline
267 & 830 & 865.445196707383 & -35.4451967073831 \tabularnewline
268 & 652 & 814.364768486689 & -162.364768486689 \tabularnewline
269 & 707 & 797.787300158224 & -90.7873001582239 \tabularnewline
270 & 954 & 1015.17751921818 & -61.177519218181 \tabularnewline
271 & 1461 & 1308.05001637427 & 152.949983625734 \tabularnewline
272 & 672 & 739.412882023129 & -67.4128820231285 \tabularnewline
273 & 778 & 800.97542206262 & -22.9754220626208 \tabularnewline
274 & 1141 & 1138.94096413296 & 2.05903586704189 \tabularnewline
275 & 680 & 629.761804959873 & 50.2381950401275 \tabularnewline
276 & 1090 & 999.538607867576 & 90.4613921324244 \tabularnewline
277 & 616 & 542.799020670166 & 73.2009793298344 \tabularnewline
278 & 285 & 327.741961761865 & -42.7419617618654 \tabularnewline
279 & 1145 & 1021.02514765723 & 123.974852342765 \tabularnewline
280 & 733 & 763.616063801933 & -30.6160638019326 \tabularnewline
281 & 888 & 894.394198316745 & -6.39419831674548 \tabularnewline
282 & 849 & 871.720680209284 & -22.7206802092838 \tabularnewline
283 & 1182 & 1152.01519317384 & 29.9848068261585 \tabularnewline
284 & 528 & 561.307254862491 & -33.3072548624907 \tabularnewline
285 & 642 & 708.44373830914 & -66.4437383091397 \tabularnewline
286 & 947 & 562.402214027473 & 384.597785972527 \tabularnewline
287 & 819 & 685.748143764062 & 133.251856235938 \tabularnewline
288 & 757 & 657.296916723866 & 99.7030832761338 \tabularnewline
289 & 894 & 877.251092552224 & 16.7489074477764 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155773&T=4

[TABLE]
[ROW][C]Multiple Linear Regression - Actuals, Interpolation, and Residuals[/C][/ROW]
[ROW][C]Time or Index[/C][C]Actuals[/C][C]InterpolationForecast[/C][C]ResidualsPrediction Error[/C][/ROW]
[ROW][C]1[/C][C]1418[/C][C]1334.04375746751[/C][C]83.956242532486[/C][/ROW]
[ROW][C]2[/C][C]869[/C][C]1073.94024761721[/C][C]-204.940247617212[/C][/ROW]
[ROW][C]3[/C][C]1530[/C][C]1592.33473788381[/C][C]-62.3347378838098[/C][/ROW]
[ROW][C]4[/C][C]2172[/C][C]2527.77508671057[/C][C]-355.775086710574[/C][/ROW]
[ROW][C]5[/C][C]901[/C][C]911.49188787962[/C][C]-10.4918878796198[/C][/ROW]
[ROW][C]6[/C][C]463[/C][C]525.899174781499[/C][C]-62.8991747814989[/C][/ROW]
[ROW][C]7[/C][C]3201[/C][C]3625.39679955676[/C][C]-424.396799556761[/C][/ROW]
[ROW][C]8[/C][C]371[/C][C]431.577630920943[/C][C]-60.5776309209434[/C][/ROW]
[ROW][C]9[/C][C]1192[/C][C]1166.47853824933[/C][C]25.5214617506673[/C][/ROW]
[ROW][C]10[/C][C]1583[/C][C]1621.70426408957[/C][C]-38.7042640895746[/C][/ROW]
[ROW][C]11[/C][C]1439[/C][C]1380.31476645892[/C][C]58.6852335410825[/C][/ROW]
[ROW][C]12[/C][C]1764[/C][C]1895.96009742922[/C][C]-131.960097429223[/C][/ROW]
[ROW][C]13[/C][C]1495[/C][C]1574.53816195062[/C][C]-79.5381619506184[/C][/ROW]
[ROW][C]14[/C][C]1373[/C][C]1454.4980327367[/C][C]-81.4980327366973[/C][/ROW]
[ROW][C]15[/C][C]2187[/C][C]2290.72297033565[/C][C]-103.722970335652[/C][/ROW]
[ROW][C]16[/C][C]1491[/C][C]1510.94828429998[/C][C]-19.9482842999769[/C][/ROW]
[ROW][C]17[/C][C]4041[/C][C]3759.42377465071[/C][C]281.576225349286[/C][/ROW]
[ROW][C]18[/C][C]1706[/C][C]1709.08725370537[/C][C]-3.08725370536838[/C][/ROW]
[ROW][C]19[/C][C]2152[/C][C]2372.8053023686[/C][C]-220.805302368597[/C][/ROW]
[ROW][C]20[/C][C]1036[/C][C]1158.1175074323[/C][C]-122.1175074323[/C][/ROW]
[ROW][C]21[/C][C]1882[/C][C]1781.61990245868[/C][C]100.380097541317[/C][/ROW]
[ROW][C]22[/C][C]1929[/C][C]1763.09689592984[/C][C]165.903104070159[/C][/ROW]
[ROW][C]23[/C][C]2242[/C][C]2472.24395123627[/C][C]-230.243951236272[/C][/ROW]
[ROW][C]24[/C][C]1220[/C][C]1180.79922900018[/C][C]39.2007709998208[/C][/ROW]
[ROW][C]25[/C][C]1289[/C][C]1317.67836271471[/C][C]-28.6783627147148[/C][/ROW]
[ROW][C]26[/C][C]2515[/C][C]2597.48013595032[/C][C]-82.4801359503175[/C][/ROW]
[ROW][C]27[/C][C]2147[/C][C]2118.73248393107[/C][C]28.2675160689264[/C][/ROW]
[ROW][C]28[/C][C]2352[/C][C]2453.22234914736[/C][C]-101.222349147358[/C][/ROW]
[ROW][C]29[/C][C]1638[/C][C]1624.57132767125[/C][C]13.4286723287514[/C][/ROW]
[ROW][C]30[/C][C]1222[/C][C]1291.09502290883[/C][C]-69.0950229088306[/C][/ROW]
[ROW][C]31[/C][C]1812[/C][C]1973.17884399557[/C][C]-161.178843995568[/C][/ROW]
[ROW][C]32[/C][C]1677[/C][C]1728.84070744868[/C][C]-51.8407074486819[/C][/ROW]
[ROW][C]33[/C][C]1579[/C][C]1560.80818145847[/C][C]18.1918185415337[/C][/ROW]
[ROW][C]34[/C][C]1731[/C][C]1861.55629977465[/C][C]-130.556299774649[/C][/ROW]
[ROW][C]35[/C][C]807[/C][C]881.93190908344[/C][C]-74.9319090834394[/C][/ROW]
[ROW][C]36[/C][C]2452[/C][C]2529.45689031271[/C][C]-77.4568903127124[/C][/ROW]
[ROW][C]37[/C][C]829[/C][C]807.468035656571[/C][C]21.5319643434286[/C][/ROW]
[ROW][C]38[/C][C]1940[/C][C]2063.67557516443[/C][C]-123.675575164434[/C][/ROW]
[ROW][C]39[/C][C]2662[/C][C]2471.04957776604[/C][C]190.950422233957[/C][/ROW]
[ROW][C]40[/C][C]186[/C][C]279.659142674358[/C][C]-93.6591426743576[/C][/ROW]
[ROW][C]41[/C][C]1499[/C][C]1479.09947039667[/C][C]19.9005296033264[/C][/ROW]
[ROW][C]42[/C][C]865[/C][C]788.020259258547[/C][C]76.9797407414528[/C][/ROW]
[ROW][C]43[/C][C]1793[/C][C]1525.92921512092[/C][C]267.070784879084[/C][/ROW]
[ROW][C]44[/C][C]2527[/C][C]2561.80792105991[/C][C]-34.8079210599061[/C][/ROW]
[ROW][C]45[/C][C]2747[/C][C]2961.00969004342[/C][C]-214.009690043421[/C][/ROW]
[ROW][C]46[/C][C]1324[/C][C]1520.10921766807[/C][C]-196.109217668069[/C][/ROW]
[ROW][C]47[/C][C]2702[/C][C]2396.51766239634[/C][C]305.482337603658[/C][/ROW]
[ROW][C]48[/C][C]1383[/C][C]1520.32316635569[/C][C]-137.323166355688[/C][/ROW]
[ROW][C]49[/C][C]1179[/C][C]1038.54555687782[/C][C]140.454443122178[/C][/ROW]
[ROW][C]50[/C][C]2099[/C][C]2055.91642649959[/C][C]43.0835735004149[/C][/ROW]
[ROW][C]51[/C][C]4308[/C][C]4759.94587219191[/C][C]-451.94587219191[/C][/ROW]
[ROW][C]52[/C][C]918[/C][C]974.654835176747[/C][C]-56.6548351767475[/C][/ROW]
[ROW][C]53[/C][C]1831[/C][C]1649.35586721098[/C][C]181.644132789018[/C][/ROW]
[ROW][C]54[/C][C]3373[/C][C]3040.31324648423[/C][C]332.686753515774[/C][/ROW]
[ROW][C]55[/C][C]1713[/C][C]1865.89334551627[/C][C]-152.89334551627[/C][/ROW]
[ROW][C]56[/C][C]1438[/C][C]1389.66820156721[/C][C]48.3317984327886[/C][/ROW]
[ROW][C]57[/C][C]496[/C][C]609.899160478377[/C][C]-113.899160478377[/C][/ROW]
[ROW][C]58[/C][C]2253[/C][C]2768.62843633088[/C][C]-515.62843633088[/C][/ROW]
[ROW][C]59[/C][C]744[/C][C]743.644179047764[/C][C]0.355820952236194[/C][/ROW]
[ROW][C]60[/C][C]1161[/C][C]1334.85604448509[/C][C]-173.856044485086[/C][/ROW]
[ROW][C]61[/C][C]2352[/C][C]2139.27753473391[/C][C]212.722465266089[/C][/ROW]
[ROW][C]62[/C][C]2144[/C][C]1758.82134458301[/C][C]385.178655416993[/C][/ROW]
[ROW][C]63[/C][C]4691[/C][C]3552.71524897564[/C][C]1138.28475102436[/C][/ROW]
[ROW][C]64[/C][C]1112[/C][C]1107.30898683022[/C][C]4.69101316977774[/C][/ROW]
[ROW][C]65[/C][C]2694[/C][C]2464.64689118623[/C][C]229.353108813774[/C][/ROW]
[ROW][C]66[/C][C]1973[/C][C]2276.32481792967[/C][C]-303.324817929669[/C][/ROW]
[ROW][C]67[/C][C]1769[/C][C]1885.836171237[/C][C]-116.836171237003[/C][/ROW]
[ROW][C]68[/C][C]3148[/C][C]2860.97621083899[/C][C]287.023789161012[/C][/ROW]
[ROW][C]69[/C][C]2474[/C][C]2493.65304154543[/C][C]-19.6530415454343[/C][/ROW]
[ROW][C]70[/C][C]2084[/C][C]2219.8726484248[/C][C]-135.872648424804[/C][/ROW]
[ROW][C]71[/C][C]1954[/C][C]1866.89807626945[/C][C]87.1019237305493[/C][/ROW]
[ROW][C]72[/C][C]1226[/C][C]1357.07871121497[/C][C]-131.078711214969[/C][/ROW]
[ROW][C]73[/C][C]1389[/C][C]1236.16307551304[/C][C]152.836924486961[/C][/ROW]
[ROW][C]74[/C][C]1496[/C][C]1531.39220195433[/C][C]-35.3922019543327[/C][/ROW]
[ROW][C]75[/C][C]2269[/C][C]2128.15632795209[/C][C]140.843672047915[/C][/ROW]
[ROW][C]76[/C][C]1833[/C][C]1924.39950214933[/C][C]-91.3995021493253[/C][/ROW]
[ROW][C]77[/C][C]1268[/C][C]1469.81351301852[/C][C]-201.813513018522[/C][/ROW]
[ROW][C]78[/C][C]1943[/C][C]1823.63695551359[/C][C]119.363044486411[/C][/ROW]
[ROW][C]79[/C][C]893[/C][C]1067.78611859636[/C][C]-174.786118596364[/C][/ROW]
[ROW][C]80[/C][C]1762[/C][C]1658.69936664448[/C][C]103.300633355515[/C][/ROW]
[ROW][C]81[/C][C]1403[/C][C]1625.89444883846[/C][C]-222.894448838464[/C][/ROW]
[ROW][C]82[/C][C]1425[/C][C]1451.29577697101[/C][C]-26.295776971009[/C][/ROW]
[ROW][C]83[/C][C]1857[/C][C]2193.42115791347[/C][C]-336.421157913475[/C][/ROW]
[ROW][C]84[/C][C]1840[/C][C]2008.01912702524[/C][C]-168.019127025236[/C][/ROW]
[ROW][C]85[/C][C]1502[/C][C]1504.44208136811[/C][C]-2.44208136811499[/C][/ROW]
[ROW][C]86[/C][C]1441[/C][C]1388.73048739377[/C][C]52.2695126062308[/C][/ROW]
[ROW][C]87[/C][C]1420[/C][C]1493.7834854565[/C][C]-73.7834854565033[/C][/ROW]
[ROW][C]88[/C][C]1416[/C][C]1348.5707656862[/C][C]67.4292343138032[/C][/ROW]
[ROW][C]89[/C][C]2970[/C][C]2684.29378680504[/C][C]285.706213194962[/C][/ROW]
[ROW][C]90[/C][C]1317[/C][C]1651.51134415217[/C][C]-334.51134415217[/C][/ROW]
[ROW][C]91[/C][C]1644[/C][C]1462.66494260836[/C][C]181.335057391639[/C][/ROW]
[ROW][C]92[/C][C]870[/C][C]1127.15998092104[/C][C]-257.15998092104[/C][/ROW]
[ROW][C]93[/C][C]1654[/C][C]1846.1675440414[/C][C]-192.167544041401[/C][/ROW]
[ROW][C]94[/C][C]1054[/C][C]1008.78151073805[/C][C]45.2184892619501[/C][/ROW]
[ROW][C]95[/C][C]937[/C][C]877.044287432212[/C][C]59.9557125677881[/C][/ROW]
[ROW][C]96[/C][C]3004[/C][C]3257.34877322458[/C][C]-253.348773224581[/C][/ROW]
[ROW][C]97[/C][C]2008[/C][C]1946.09420513425[/C][C]61.9057948657544[/C][/ROW]
[ROW][C]98[/C][C]2547[/C][C]2375.85523213856[/C][C]171.144767861444[/C][/ROW]
[ROW][C]99[/C][C]1885[/C][C]1788.88521922469[/C][C]96.1147807753147[/C][/ROW]
[ROW][C]100[/C][C]1626[/C][C]1660.20334674944[/C][C]-34.2033467494423[/C][/ROW]
[ROW][C]101[/C][C]1468[/C][C]1389.6752484607[/C][C]78.3247515392991[/C][/ROW]
[ROW][C]102[/C][C]2445[/C][C]2316.53576659409[/C][C]128.464233405911[/C][/ROW]
[ROW][C]103[/C][C]1964[/C][C]2037.07155028623[/C][C]-73.0715502862282[/C][/ROW]
[ROW][C]104[/C][C]1381[/C][C]1323.12134048223[/C][C]57.8786595177725[/C][/ROW]
[ROW][C]105[/C][C]1369[/C][C]1356.28376638864[/C][C]12.7162336113609[/C][/ROW]
[ROW][C]106[/C][C]1659[/C][C]1757.04753191207[/C][C]-98.0475319120667[/C][/ROW]
[ROW][C]107[/C][C]2888[/C][C]2691.02369715692[/C][C]196.976302843081[/C][/ROW]
[ROW][C]108[/C][C]1290[/C][C]1045.32677206754[/C][C]244.673227932461[/C][/ROW]
[ROW][C]109[/C][C]2845[/C][C]2879.6753755059[/C][C]-34.6753755059011[/C][/ROW]
[ROW][C]110[/C][C]1982[/C][C]1934.62661519802[/C][C]47.3733848019796[/C][/ROW]
[ROW][C]111[/C][C]1904[/C][C]1948.01372802204[/C][C]-44.013728022041[/C][/ROW]
[ROW][C]112[/C][C]1391[/C][C]1606.75962923488[/C][C]-215.759629234881[/C][/ROW]
[ROW][C]113[/C][C]602[/C][C]642.096417206094[/C][C]-40.0964172060943[/C][/ROW]
[ROW][C]114[/C][C]1743[/C][C]1664.20965576943[/C][C]78.79034423057[/C][/ROW]
[ROW][C]115[/C][C]1559[/C][C]1657.74975358155[/C][C]-98.7497535815542[/C][/ROW]
[ROW][C]116[/C][C]2014[/C][C]2170.8418869696[/C][C]-156.841886969597[/C][/ROW]
[ROW][C]117[/C][C]2143[/C][C]2246.81881386245[/C][C]-103.81881386245[/C][/ROW]
[ROW][C]118[/C][C]2146[/C][C]1984.86576080194[/C][C]161.134239198063[/C][/ROW]
[ROW][C]119[/C][C]874[/C][C]885.488117308486[/C][C]-11.4881173084857[/C][/ROW]
[ROW][C]120[/C][C]1590[/C][C]1491.63572426321[/C][C]98.3642757367883[/C][/ROW]
[ROW][C]121[/C][C]1590[/C][C]1432.36190816808[/C][C]157.638091831923[/C][/ROW]
[ROW][C]122[/C][C]1210[/C][C]1287.9364673088[/C][C]-77.936467308799[/C][/ROW]
[ROW][C]123[/C][C]2072[/C][C]2034.80558454418[/C][C]37.1944154558189[/C][/ROW]
[ROW][C]124[/C][C]1281[/C][C]1403.86986317362[/C][C]-122.869863173616[/C][/ROW]
[ROW][C]125[/C][C]1401[/C][C]1376.29996721304[/C][C]24.7000327869646[/C][/ROW]
[ROW][C]126[/C][C]834[/C][C]806.19937225059[/C][C]27.8006277494107[/C][/ROW]
[ROW][C]127[/C][C]1105[/C][C]1142.38059310806[/C][C]-37.3805931080626[/C][/ROW]
[ROW][C]128[/C][C]1272[/C][C]1041.91628922061[/C][C]230.083710779391[/C][/ROW]
[ROW][C]129[/C][C]1944[/C][C]1843.32412457306[/C][C]100.67587542694[/C][/ROW]
[ROW][C]130[/C][C]391[/C][C]446.393062369773[/C][C]-55.393062369773[/C][/ROW]
[ROW][C]131[/C][C]761[/C][C]733.287627472426[/C][C]27.7123725275744[/C][/ROW]
[ROW][C]132[/C][C]1605[/C][C]1638.8448957242[/C][C]-33.8448957242019[/C][/ROW]
[ROW][C]133[/C][C]530[/C][C]649.759757444524[/C][C]-119.759757444524[/C][/ROW]
[ROW][C]134[/C][C]1988[/C][C]1695.20260928753[/C][C]292.797390712471[/C][/ROW]
[ROW][C]135[/C][C]1386[/C][C]1418.12527038316[/C][C]-32.1252703831647[/C][/ROW]
[ROW][C]136[/C][C]2395[/C][C]2549.41941259733[/C][C]-154.419412597332[/C][/ROW]
[ROW][C]137[/C][C]387[/C][C]428.20986270886[/C][C]-41.2098627088597[/C][/ROW]
[ROW][C]138[/C][C]1742[/C][C]1817.97708978721[/C][C]-75.9770897872098[/C][/ROW]
[ROW][C]139[/C][C]620[/C][C]572.789281387702[/C][C]47.2107186122975[/C][/ROW]
[ROW][C]140[/C][C]449[/C][C]576.326149832999[/C][C]-127.326149832999[/C][/ROW]
[ROW][C]141[/C][C]800[/C][C]834.01856424116[/C][C]-34.01856424116[/C][/ROW]
[ROW][C]142[/C][C]1684[/C][C]1470.87123698708[/C][C]213.128763012919[/C][/ROW]
[ROW][C]143[/C][C]1050[/C][C]1106.42542668521[/C][C]-56.4254266852084[/C][/ROW]
[ROW][C]144[/C][C]2699[/C][C]2648.55201642405[/C][C]50.4479835759472[/C][/ROW]
[ROW][C]145[/C][C]1606[/C][C]1522.03024106891[/C][C]83.9697589310937[/C][/ROW]
[ROW][C]146[/C][C]1502[/C][C]1282.04535534908[/C][C]219.954644650917[/C][/ROW]
[ROW][C]147[/C][C]1204[/C][C]1283.49414275224[/C][C]-79.4941427522442[/C][/ROW]
[ROW][C]148[/C][C]1138[/C][C]1109.59151479741[/C][C]28.408485202586[/C][/ROW]
[ROW][C]149[/C][C]568[/C][C]821.007438304703[/C][C]-253.007438304703[/C][/ROW]
[ROW][C]150[/C][C]1459[/C][C]1427.9186326558[/C][C]31.0813673442022[/C][/ROW]
[ROW][C]151[/C][C]2158[/C][C]2191.32367598904[/C][C]-33.3236759890366[/C][/ROW]
[ROW][C]152[/C][C]1111[/C][C]1221.15492643091[/C][C]-110.154926430908[/C][/ROW]
[ROW][C]153[/C][C]1421[/C][C]1318.54986910047[/C][C]102.450130899532[/C][/ROW]
[ROW][C]154[/C][C]2833[/C][C]3121.14049549786[/C][C]-288.140495497859[/C][/ROW]
[ROW][C]155[/C][C]1955[/C][C]2172.84935197737[/C][C]-217.84935197737[/C][/ROW]
[ROW][C]156[/C][C]2922[/C][C]2761.71002399022[/C][C]160.289976009785[/C][/ROW]
[ROW][C]157[/C][C]1002[/C][C]1138.19579056901[/C][C]-136.195790569014[/C][/ROW]
[ROW][C]158[/C][C]1060[/C][C]1154.94173188442[/C][C]-94.9417318844188[/C][/ROW]
[ROW][C]159[/C][C]956[/C][C]996.056841248205[/C][C]-40.0568412482046[/C][/ROW]
[ROW][C]160[/C][C]2186[/C][C]2604.0047751482[/C][C]-418.004775148195[/C][/ROW]
[ROW][C]161[/C][C]3604[/C][C]3373.67061547277[/C][C]230.329384527231[/C][/ROW]
[ROW][C]162[/C][C]1035[/C][C]1086.60826524236[/C][C]-51.6082652423638[/C][/ROW]
[ROW][C]163[/C][C]1417[/C][C]1509.14073997346[/C][C]-92.1407399734573[/C][/ROW]
[ROW][C]164[/C][C]3261[/C][C]3414.87384240248[/C][C]-153.873842402483[/C][/ROW]
[ROW][C]165[/C][C]1587[/C][C]1617.95824652389[/C][C]-30.9582465238895[/C][/ROW]
[ROW][C]166[/C][C]1424[/C][C]1423.74163007273[/C][C]0.258369927267304[/C][/ROW]
[ROW][C]167[/C][C]1701[/C][C]1785.77291105222[/C][C]-84.7729110522175[/C][/ROW]
[ROW][C]168[/C][C]1249[/C][C]1386.68912976293[/C][C]-137.689129762933[/C][/ROW]
[ROW][C]169[/C][C]946[/C][C]930.158206467238[/C][C]15.8417935327617[/C][/ROW]
[ROW][C]170[/C][C]1926[/C][C]1800.33686125819[/C][C]125.663138741806[/C][/ROW]
[ROW][C]171[/C][C]3352[/C][C]3332.51403055854[/C][C]19.4859694414583[/C][/ROW]
[ROW][C]172[/C][C]1641[/C][C]1650.13029682469[/C][C]-9.1302968246895[/C][/ROW]
[ROW][C]173[/C][C]2035[/C][C]1808.66534795217[/C][C]226.334652047826[/C][/ROW]
[ROW][C]174[/C][C]2312[/C][C]2134.26217256403[/C][C]177.73782743597[/C][/ROW]
[ROW][C]175[/C][C]1369[/C][C]1584.66473472504[/C][C]-215.664734725043[/C][/ROW]
[ROW][C]176[/C][C]1577[/C][C]1577.12366230773[/C][C]-0.123662307733426[/C][/ROW]
[ROW][C]177[/C][C]2201[/C][C]2139.68628710183[/C][C]61.3137128981665[/C][/ROW]
[ROW][C]178[/C][C]961[/C][C]944.975542068244[/C][C]16.0244579317556[/C][/ROW]
[ROW][C]179[/C][C]1900[/C][C]1867.60623153044[/C][C]32.3937684695634[/C][/ROW]
[ROW][C]180[/C][C]1254[/C][C]1270.52253013172[/C][C]-16.52253013172[/C][/ROW]
[ROW][C]181[/C][C]1335[/C][C]1284.72811851972[/C][C]50.2718814802821[/C][/ROW]
[ROW][C]182[/C][C]1597[/C][C]1511.45623160315[/C][C]85.54376839685[/C][/ROW]
[ROW][C]183[/C][C]207[/C][C]289.341195858671[/C][C]-82.3411958586707[/C][/ROW]
[ROW][C]184[/C][C]1645[/C][C]1551.04621080753[/C][C]93.9537891924668[/C][/ROW]
[ROW][C]185[/C][C]2429[/C][C]2368.54401619626[/C][C]60.4559838037417[/C][/ROW]
[ROW][C]186[/C][C]151[/C][C]262.313620314229[/C][C]-111.313620314229[/C][/ROW]
[ROW][C]187[/C][C]474[/C][C]671.656655635443[/C][C]-197.656655635444[/C][/ROW]
[ROW][C]188[/C][C]141[/C][C]240.596110923947[/C][C]-99.596110923947[/C][/ROW]
[ROW][C]189[/C][C]1639[/C][C]1375.0715493525[/C][C]263.928450647498[/C][/ROW]
[ROW][C]190[/C][C]872[/C][C]849.489880098313[/C][C]22.510119901687[/C][/ROW]
[ROW][C]191[/C][C]1318[/C][C]1216.08412326713[/C][C]101.915876732874[/C][/ROW]
[ROW][C]192[/C][C]1018[/C][C]1183.04722314385[/C][C]-165.047223143852[/C][/ROW]
[ROW][C]193[/C][C]1383[/C][C]1296.4581567731[/C][C]86.5418432268993[/C][/ROW]
[ROW][C]194[/C][C]1314[/C][C]1137.19429792963[/C][C]176.805702070366[/C][/ROW]
[ROW][C]195[/C][C]1335[/C][C]1371.49776137608[/C][C]-36.4977613760839[/C][/ROW]
[ROW][C]196[/C][C]1403[/C][C]1327.42265239546[/C][C]75.5773476045442[/C][/ROW]
[ROW][C]197[/C][C]910[/C][C]998.771400302078[/C][C]-88.7714003020781[/C][/ROW]
[ROW][C]198[/C][C]616[/C][C]667.913492051727[/C][C]-51.9134920517266[/C][/ROW]
[ROW][C]199[/C][C]1407[/C][C]1452.03478953487[/C][C]-45.0347895348698[/C][/ROW]
[ROW][C]200[/C][C]771[/C][C]808.178684572968[/C][C]-37.1786845729683[/C][/ROW]
[ROW][C]201[/C][C]766[/C][C]764.150314594948[/C][C]1.84968540505159[/C][/ROW]
[ROW][C]202[/C][C]473[/C][C]488.335386882645[/C][C]-15.3353868826453[/C][/ROW]
[ROW][C]203[/C][C]1376[/C][C]1430.51494479205[/C][C]-54.5149447920521[/C][/ROW]
[ROW][C]204[/C][C]1232[/C][C]1200.10068355353[/C][C]31.8993164464726[/C][/ROW]
[ROW][C]205[/C][C]1521[/C][C]1492.59499246031[/C][C]28.405007539687[/C][/ROW]
[ROW][C]206[/C][C]572[/C][C]576.823578692006[/C][C]-4.8235786920062[/C][/ROW]
[ROW][C]207[/C][C]1059[/C][C]895.223154600105[/C][C]163.776845399895[/C][/ROW]
[ROW][C]208[/C][C]1544[/C][C]1588.79414800058[/C][C]-44.7941480005821[/C][/ROW]
[ROW][C]209[/C][C]1230[/C][C]1207.58644971332[/C][C]22.4135502866817[/C][/ROW]
[ROW][C]210[/C][C]1206[/C][C]1231.33970908941[/C][C]-25.3397090894091[/C][/ROW]
[ROW][C]211[/C][C]1205[/C][C]1112.89178970823[/C][C]92.108210291773[/C][/ROW]
[ROW][C]212[/C][C]1255[/C][C]1017.54535290411[/C][C]237.454647095893[/C][/ROW]
[ROW][C]213[/C][C]613[/C][C]604.325109929335[/C][C]8.67489007066492[/C][/ROW]
[ROW][C]214[/C][C]721[/C][C]807.677781530367[/C][C]-86.6777815303668[/C][/ROW]
[ROW][C]215[/C][C]1109[/C][C]1026.58836053954[/C][C]82.4116394604602[/C][/ROW]
[ROW][C]216[/C][C]740[/C][C]693.620948313761[/C][C]46.3790516862386[/C][/ROW]
[ROW][C]217[/C][C]1126[/C][C]1125.14753463759[/C][C]0.852465362414455[/C][/ROW]
[ROW][C]218[/C][C]728[/C][C]796.100880215395[/C][C]-68.1008802153954[/C][/ROW]
[ROW][C]219[/C][C]689[/C][C]741.919036343679[/C][C]-52.919036343679[/C][/ROW]
[ROW][C]220[/C][C]592[/C][C]622.233496085647[/C][C]-30.2334960856473[/C][/ROW]
[ROW][C]221[/C][C]995[/C][C]921.1702890315[/C][C]73.8297109685005[/C][/ROW]
[ROW][C]222[/C][C]1613[/C][C]1181.55477289554[/C][C]431.445227104456[/C][/ROW]
[ROW][C]223[/C][C]2048[/C][C]1753.11316473498[/C][C]294.886835265021[/C][/ROW]
[ROW][C]224[/C][C]705[/C][C]626.14591857862[/C][C]78.8540814213795[/C][/ROW]
[ROW][C]225[/C][C]301[/C][C]394.636983083235[/C][C]-93.6369830832354[/C][/ROW]
[ROW][C]226[/C][C]1803[/C][C]1728.73060134367[/C][C]74.2693986563336[/C][/ROW]
[ROW][C]227[/C][C]799[/C][C]824.706032538106[/C][C]-25.7060325381058[/C][/ROW]
[ROW][C]228[/C][C]861[/C][C]959.186320500938[/C][C]-98.1863205009378[/C][/ROW]
[ROW][C]229[/C][C]1186[/C][C]1055.16072873457[/C][C]130.839271265427[/C][/ROW]
[ROW][C]230[/C][C]1451[/C][C]1125.26703631983[/C][C]325.732963680167[/C][/ROW]
[ROW][C]231[/C][C]628[/C][C]573.491575628336[/C][C]54.5084243716639[/C][/ROW]
[ROW][C]232[/C][C]1161[/C][C]965.354621772854[/C][C]195.645378227146[/C][/ROW]
[ROW][C]233[/C][C]1463[/C][C]1358.04185500944[/C][C]104.958144990557[/C][/ROW]
[ROW][C]234[/C][C]742[/C][C]717.474752211633[/C][C]24.525247788367[/C][/ROW]
[ROW][C]235[/C][C]979[/C][C]1048.01997794674[/C][C]-69.019977946742[/C][/ROW]
[ROW][C]236[/C][C]675[/C][C]689.983418268225[/C][C]-14.9834182682248[/C][/ROW]
[ROW][C]237[/C][C]1241[/C][C]1195.25273919865[/C][C]45.7472608013495[/C][/ROW]
[ROW][C]238[/C][C]676[/C][C]646.806589010796[/C][C]29.1934109892045[/C][/ROW]
[ROW][C]239[/C][C]1049[/C][C]1047.83862247383[/C][C]1.16137752617276[/C][/ROW]
[ROW][C]240[/C][C]620[/C][C]677.54910209518[/C][C]-57.5491020951802[/C][/ROW]
[ROW][C]241[/C][C]1081[/C][C]975.99129327845[/C][C]105.008706721551[/C][/ROW]
[ROW][C]242[/C][C]1688[/C][C]1429.39835384618[/C][C]258.601646153817[/C][/ROW]
[ROW][C]243[/C][C]736[/C][C]748.886637832913[/C][C]-12.8866378329127[/C][/ROW]
[ROW][C]244[/C][C]617[/C][C]668.291688076519[/C][C]-51.2916880765185[/C][/ROW]
[ROW][C]245[/C][C]812[/C][C]858.117607551159[/C][C]-46.1176075511586[/C][/ROW]
[ROW][C]246[/C][C]1051[/C][C]1032.66307375516[/C][C]18.3369262448368[/C][/ROW]
[ROW][C]247[/C][C]1656[/C][C]1410.15954529106[/C][C]245.840454708936[/C][/ROW]
[ROW][C]248[/C][C]705[/C][C]787.892554714551[/C][C]-82.892554714551[/C][/ROW]
[ROW][C]249[/C][C]945[/C][C]1035.4819285162[/C][C]-90.4819285161962[/C][/ROW]
[ROW][C]250[/C][C]554[/C][C]636.592244456914[/C][C]-82.5922444569138[/C][/ROW]
[ROW][C]251[/C][C]1597[/C][C]1591.28512914312[/C][C]5.7148708568798[/C][/ROW]
[ROW][C]252[/C][C]982[/C][C]971.61903005562[/C][C]10.3809699443803[/C][/ROW]
[ROW][C]253[/C][C]222[/C][C]307.366502737819[/C][C]-85.3665027378194[/C][/ROW]
[ROW][C]254[/C][C]1212[/C][C]1214.34454925157[/C][C]-2.3445492515717[/C][/ROW]
[ROW][C]255[/C][C]1143[/C][C]1206.5592962295[/C][C]-63.5592962294956[/C][/ROW]
[ROW][C]256[/C][C]435[/C][C]516.55751562088[/C][C]-81.5575156208799[/C][/ROW]
[ROW][C]257[/C][C]532[/C][C]541.448563962857[/C][C]-9.4485639628567[/C][/ROW]
[ROW][C]258[/C][C]882[/C][C]947.075201626871[/C][C]-65.0752016268713[/C][/ROW]
[ROW][C]259[/C][C]608[/C][C]610.326469552447[/C][C]-2.32646955244657[/C][/ROW]
[ROW][C]260[/C][C]459[/C][C]460.945384961912[/C][C]-1.94538496191224[/C][/ROW]
[ROW][C]261[/C][C]578[/C][C]603.728814055326[/C][C]-25.7288140553262[/C][/ROW]
[ROW][C]262[/C][C]826[/C][C]792.06795129164[/C][C]33.9320487083596[/C][/ROW]
[ROW][C]263[/C][C]509[/C][C]448.416436582525[/C][C]60.5835634174746[/C][/ROW]
[ROW][C]264[/C][C]717[/C][C]654.250314420111[/C][C]62.7496855798891[/C][/ROW]
[ROW][C]265[/C][C]637[/C][C]689.150286878938[/C][C]-52.1502868789382[/C][/ROW]
[ROW][C]266[/C][C]857[/C][C]855.057795238426[/C][C]1.94220476157401[/C][/ROW]
[ROW][C]267[/C][C]830[/C][C]865.445196707383[/C][C]-35.4451967073831[/C][/ROW]
[ROW][C]268[/C][C]652[/C][C]814.364768486689[/C][C]-162.364768486689[/C][/ROW]
[ROW][C]269[/C][C]707[/C][C]797.787300158224[/C][C]-90.7873001582239[/C][/ROW]
[ROW][C]270[/C][C]954[/C][C]1015.17751921818[/C][C]-61.177519218181[/C][/ROW]
[ROW][C]271[/C][C]1461[/C][C]1308.05001637427[/C][C]152.949983625734[/C][/ROW]
[ROW][C]272[/C][C]672[/C][C]739.412882023129[/C][C]-67.4128820231285[/C][/ROW]
[ROW][C]273[/C][C]778[/C][C]800.97542206262[/C][C]-22.9754220626208[/C][/ROW]
[ROW][C]274[/C][C]1141[/C][C]1138.94096413296[/C][C]2.05903586704189[/C][/ROW]
[ROW][C]275[/C][C]680[/C][C]629.761804959873[/C][C]50.2381950401275[/C][/ROW]
[ROW][C]276[/C][C]1090[/C][C]999.538607867576[/C][C]90.4613921324244[/C][/ROW]
[ROW][C]277[/C][C]616[/C][C]542.799020670166[/C][C]73.2009793298344[/C][/ROW]
[ROW][C]278[/C][C]285[/C][C]327.741961761865[/C][C]-42.7419617618654[/C][/ROW]
[ROW][C]279[/C][C]1145[/C][C]1021.02514765723[/C][C]123.974852342765[/C][/ROW]
[ROW][C]280[/C][C]733[/C][C]763.616063801933[/C][C]-30.6160638019326[/C][/ROW]
[ROW][C]281[/C][C]888[/C][C]894.394198316745[/C][C]-6.39419831674548[/C][/ROW]
[ROW][C]282[/C][C]849[/C][C]871.720680209284[/C][C]-22.7206802092838[/C][/ROW]
[ROW][C]283[/C][C]1182[/C][C]1152.01519317384[/C][C]29.9848068261585[/C][/ROW]
[ROW][C]284[/C][C]528[/C][C]561.307254862491[/C][C]-33.3072548624907[/C][/ROW]
[ROW][C]285[/C][C]642[/C][C]708.44373830914[/C][C]-66.4437383091397[/C][/ROW]
[ROW][C]286[/C][C]947[/C][C]562.402214027473[/C][C]384.597785972527[/C][/ROW]
[ROW][C]287[/C][C]819[/C][C]685.748143764062[/C][C]133.251856235938[/C][/ROW]
[ROW][C]288[/C][C]757[/C][C]657.296916723866[/C][C]99.7030832761338[/C][/ROW]
[ROW][C]289[/C][C]894[/C][C]877.251092552224[/C][C]16.7489074477764[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155773&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155773&T=4

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	InterpolationForecast	ResidualsPrediction Error
1	1418	1334.04375746751	83.956242532486
2	869	1073.94024761721	-204.940247617212
3	1530	1592.33473788381	-62.3347378838098
4	2172	2527.77508671057	-355.775086710574
5	901	911.49188787962	-10.4918878796198
6	463	525.899174781499	-62.8991747814989
7	3201	3625.39679955676	-424.396799556761
8	371	431.577630920943	-60.5776309209434
9	1192	1166.47853824933	25.5214617506673
10	1583	1621.70426408957	-38.7042640895746
11	1439	1380.31476645892	58.6852335410825
12	1764	1895.96009742922	-131.960097429223
13	1495	1574.53816195062	-79.5381619506184
14	1373	1454.4980327367	-81.4980327366973
15	2187	2290.72297033565	-103.722970335652
16	1491	1510.94828429998	-19.9482842999769
17	4041	3759.42377465071	281.576225349286
18	1706	1709.08725370537	-3.08725370536838
19	2152	2372.8053023686	-220.805302368597
20	1036	1158.1175074323	-122.1175074323
21	1882	1781.61990245868	100.380097541317
22	1929	1763.09689592984	165.903104070159
23	2242	2472.24395123627	-230.243951236272
24	1220	1180.79922900018	39.2007709998208
25	1289	1317.67836271471	-28.6783627147148
26	2515	2597.48013595032	-82.4801359503175
27	2147	2118.73248393107	28.2675160689264
28	2352	2453.22234914736	-101.222349147358
29	1638	1624.57132767125	13.4286723287514
30	1222	1291.09502290883	-69.0950229088306
31	1812	1973.17884399557	-161.178843995568
32	1677	1728.84070744868	-51.8407074486819
33	1579	1560.80818145847	18.1918185415337
34	1731	1861.55629977465	-130.556299774649
35	807	881.93190908344	-74.9319090834394
36	2452	2529.45689031271	-77.4568903127124
37	829	807.468035656571	21.5319643434286
38	1940	2063.67557516443	-123.675575164434
39	2662	2471.04957776604	190.950422233957
40	186	279.659142674358	-93.6591426743576
41	1499	1479.09947039667	19.9005296033264
42	865	788.020259258547	76.9797407414528
43	1793	1525.92921512092	267.070784879084
44	2527	2561.80792105991	-34.8079210599061
45	2747	2961.00969004342	-214.009690043421
46	1324	1520.10921766807	-196.109217668069
47	2702	2396.51766239634	305.482337603658
48	1383	1520.32316635569	-137.323166355688
49	1179	1038.54555687782	140.454443122178
50	2099	2055.91642649959	43.0835735004149
51	4308	4759.94587219191	-451.94587219191
52	918	974.654835176747	-56.6548351767475
53	1831	1649.35586721098	181.644132789018
54	3373	3040.31324648423	332.686753515774
55	1713	1865.89334551627	-152.89334551627
56	1438	1389.66820156721	48.3317984327886
57	496	609.899160478377	-113.899160478377
58	2253	2768.62843633088	-515.62843633088
59	744	743.644179047764	0.355820952236194
60	1161	1334.85604448509	-173.856044485086
61	2352	2139.27753473391	212.722465266089
62	2144	1758.82134458301	385.178655416993
63	4691	3552.71524897564	1138.28475102436
64	1112	1107.30898683022	4.69101316977774
65	2694	2464.64689118623	229.353108813774
66	1973	2276.32481792967	-303.324817929669
67	1769	1885.836171237	-116.836171237003
68	3148	2860.97621083899	287.023789161012
69	2474	2493.65304154543	-19.6530415454343
70	2084	2219.8726484248	-135.872648424804
71	1954	1866.89807626945	87.1019237305493
72	1226	1357.07871121497	-131.078711214969
73	1389	1236.16307551304	152.836924486961
74	1496	1531.39220195433	-35.3922019543327
75	2269	2128.15632795209	140.843672047915
76	1833	1924.39950214933	-91.3995021493253
77	1268	1469.81351301852	-201.813513018522
78	1943	1823.63695551359	119.363044486411
79	893	1067.78611859636	-174.786118596364
80	1762	1658.69936664448	103.300633355515
81	1403	1625.89444883846	-222.894448838464
82	1425	1451.29577697101	-26.295776971009
83	1857	2193.42115791347	-336.421157913475
84	1840	2008.01912702524	-168.019127025236
85	1502	1504.44208136811	-2.44208136811499
86	1441	1388.73048739377	52.2695126062308
87	1420	1493.7834854565	-73.7834854565033
88	1416	1348.5707656862	67.4292343138032
89	2970	2684.29378680504	285.706213194962
90	1317	1651.51134415217	-334.51134415217
91	1644	1462.66494260836	181.335057391639
92	870	1127.15998092104	-257.15998092104
93	1654	1846.1675440414	-192.167544041401
94	1054	1008.78151073805	45.2184892619501
95	937	877.044287432212	59.9557125677881
96	3004	3257.34877322458	-253.348773224581
97	2008	1946.09420513425	61.9057948657544
98	2547	2375.85523213856	171.144767861444
99	1885	1788.88521922469	96.1147807753147
100	1626	1660.20334674944	-34.2033467494423
101	1468	1389.6752484607	78.3247515392991
102	2445	2316.53576659409	128.464233405911
103	1964	2037.07155028623	-73.0715502862282
104	1381	1323.12134048223	57.8786595177725
105	1369	1356.28376638864	12.7162336113609
106	1659	1757.04753191207	-98.0475319120667
107	2888	2691.02369715692	196.976302843081
108	1290	1045.32677206754	244.673227932461
109	2845	2879.6753755059	-34.6753755059011
110	1982	1934.62661519802	47.3733848019796
111	1904	1948.01372802204	-44.013728022041
112	1391	1606.75962923488	-215.759629234881
113	602	642.096417206094	-40.0964172060943
114	1743	1664.20965576943	78.79034423057
115	1559	1657.74975358155	-98.7497535815542
116	2014	2170.8418869696	-156.841886969597
117	2143	2246.81881386245	-103.81881386245
118	2146	1984.86576080194	161.134239198063
119	874	885.488117308486	-11.4881173084857
120	1590	1491.63572426321	98.3642757367883
121	1590	1432.36190816808	157.638091831923
122	1210	1287.9364673088	-77.936467308799
123	2072	2034.80558454418	37.1944154558189
124	1281	1403.86986317362	-122.869863173616
125	1401	1376.29996721304	24.7000327869646
126	834	806.19937225059	27.8006277494107
127	1105	1142.38059310806	-37.3805931080626
128	1272	1041.91628922061	230.083710779391
129	1944	1843.32412457306	100.67587542694
130	391	446.393062369773	-55.393062369773
131	761	733.287627472426	27.7123725275744
132	1605	1638.8448957242	-33.8448957242019
133	530	649.759757444524	-119.759757444524
134	1988	1695.20260928753	292.797390712471
135	1386	1418.12527038316	-32.1252703831647
136	2395	2549.41941259733	-154.419412597332
137	387	428.20986270886	-41.2098627088597
138	1742	1817.97708978721	-75.9770897872098
139	620	572.789281387702	47.2107186122975
140	449	576.326149832999	-127.326149832999
141	800	834.01856424116	-34.01856424116
142	1684	1470.87123698708	213.128763012919
143	1050	1106.42542668521	-56.4254266852084
144	2699	2648.55201642405	50.4479835759472
145	1606	1522.03024106891	83.9697589310937
146	1502	1282.04535534908	219.954644650917
147	1204	1283.49414275224	-79.4941427522442
148	1138	1109.59151479741	28.408485202586
149	568	821.007438304703	-253.007438304703
150	1459	1427.9186326558	31.0813673442022
151	2158	2191.32367598904	-33.3236759890366
152	1111	1221.15492643091	-110.154926430908
153	1421	1318.54986910047	102.450130899532
154	2833	3121.14049549786	-288.140495497859
155	1955	2172.84935197737	-217.84935197737
156	2922	2761.71002399022	160.289976009785
157	1002	1138.19579056901	-136.195790569014
158	1060	1154.94173188442	-94.9417318844188
159	956	996.056841248205	-40.0568412482046
160	2186	2604.0047751482	-418.004775148195
161	3604	3373.67061547277	230.329384527231
162	1035	1086.60826524236	-51.6082652423638
163	1417	1509.14073997346	-92.1407399734573
164	3261	3414.87384240248	-153.873842402483
165	1587	1617.95824652389	-30.9582465238895
166	1424	1423.74163007273	0.258369927267304
167	1701	1785.77291105222	-84.7729110522175
168	1249	1386.68912976293	-137.689129762933
169	946	930.158206467238	15.8417935327617
170	1926	1800.33686125819	125.663138741806
171	3352	3332.51403055854	19.4859694414583
172	1641	1650.13029682469	-9.1302968246895
173	2035	1808.66534795217	226.334652047826
174	2312	2134.26217256403	177.73782743597
175	1369	1584.66473472504	-215.664734725043
176	1577	1577.12366230773	-0.123662307733426
177	2201	2139.68628710183	61.3137128981665
178	961	944.975542068244	16.0244579317556
179	1900	1867.60623153044	32.3937684695634
180	1254	1270.52253013172	-16.52253013172
181	1335	1284.72811851972	50.2718814802821
182	1597	1511.45623160315	85.54376839685
183	207	289.341195858671	-82.3411958586707
184	1645	1551.04621080753	93.9537891924668
185	2429	2368.54401619626	60.4559838037417
186	151	262.313620314229	-111.313620314229
187	474	671.656655635443	-197.656655635444
188	141	240.596110923947	-99.596110923947
189	1639	1375.0715493525	263.928450647498
190	872	849.489880098313	22.510119901687
191	1318	1216.08412326713	101.915876732874
192	1018	1183.04722314385	-165.047223143852
193	1383	1296.4581567731	86.5418432268993
194	1314	1137.19429792963	176.805702070366
195	1335	1371.49776137608	-36.4977613760839
196	1403	1327.42265239546	75.5773476045442
197	910	998.771400302078	-88.7714003020781
198	616	667.913492051727	-51.9134920517266
199	1407	1452.03478953487	-45.0347895348698
200	771	808.178684572968	-37.1786845729683
201	766	764.150314594948	1.84968540505159
202	473	488.335386882645	-15.3353868826453
203	1376	1430.51494479205	-54.5149447920521
204	1232	1200.10068355353	31.8993164464726
205	1521	1492.59499246031	28.405007539687
206	572	576.823578692006	-4.8235786920062
207	1059	895.223154600105	163.776845399895
208	1544	1588.79414800058	-44.7941480005821
209	1230	1207.58644971332	22.4135502866817
210	1206	1231.33970908941	-25.3397090894091
211	1205	1112.89178970823	92.108210291773
212	1255	1017.54535290411	237.454647095893
213	613	604.325109929335	8.67489007066492
214	721	807.677781530367	-86.6777815303668
215	1109	1026.58836053954	82.4116394604602
216	740	693.620948313761	46.3790516862386
217	1126	1125.14753463759	0.852465362414455
218	728	796.100880215395	-68.1008802153954
219	689	741.919036343679	-52.919036343679
220	592	622.233496085647	-30.2334960856473
221	995	921.1702890315	73.8297109685005
222	1613	1181.55477289554	431.445227104456
223	2048	1753.11316473498	294.886835265021
224	705	626.14591857862	78.8540814213795
225	301	394.636983083235	-93.6369830832354
226	1803	1728.73060134367	74.2693986563336
227	799	824.706032538106	-25.7060325381058
228	861	959.186320500938	-98.1863205009378
229	1186	1055.16072873457	130.839271265427
230	1451	1125.26703631983	325.732963680167
231	628	573.491575628336	54.5084243716639
232	1161	965.354621772854	195.645378227146
233	1463	1358.04185500944	104.958144990557
234	742	717.474752211633	24.525247788367
235	979	1048.01997794674	-69.019977946742
236	675	689.983418268225	-14.9834182682248
237	1241	1195.25273919865	45.7472608013495
238	676	646.806589010796	29.1934109892045
239	1049	1047.83862247383	1.16137752617276
240	620	677.54910209518	-57.5491020951802
241	1081	975.99129327845	105.008706721551
242	1688	1429.39835384618	258.601646153817
243	736	748.886637832913	-12.8866378329127
244	617	668.291688076519	-51.2916880765185
245	812	858.117607551159	-46.1176075511586
246	1051	1032.66307375516	18.3369262448368
247	1656	1410.15954529106	245.840454708936
248	705	787.892554714551	-82.892554714551
249	945	1035.4819285162	-90.4819285161962
250	554	636.592244456914	-82.5922444569138
251	1597	1591.28512914312	5.7148708568798
252	982	971.61903005562	10.3809699443803
253	222	307.366502737819	-85.3665027378194
254	1212	1214.34454925157	-2.3445492515717
255	1143	1206.5592962295	-63.5592962294956
256	435	516.55751562088	-81.5575156208799
257	532	541.448563962857	-9.4485639628567
258	882	947.075201626871	-65.0752016268713
259	608	610.326469552447	-2.32646955244657
260	459	460.945384961912	-1.94538496191224
261	578	603.728814055326	-25.7288140553262
262	826	792.06795129164	33.9320487083596
263	509	448.416436582525	60.5835634174746
264	717	654.250314420111	62.7496855798891
265	637	689.150286878938	-52.1502868789382
266	857	855.057795238426	1.94220476157401
267	830	865.445196707383	-35.4451967073831
268	652	814.364768486689	-162.364768486689
269	707	797.787300158224	-90.7873001582239
270	954	1015.17751921818	-61.177519218181
271	1461	1308.05001637427	152.949983625734
272	672	739.412882023129	-67.4128820231285
273	778	800.97542206262	-22.9754220626208
274	1141	1138.94096413296	2.05903586704189
275	680	629.761804959873	50.2381950401275
276	1090	999.538607867576	90.4613921324244
277	616	542.799020670166	73.2009793298344
278	285	327.741961761865	-42.7419617618654
279	1145	1021.02514765723	123.974852342765
280	733	763.616063801933	-30.6160638019326
281	888	894.394198316745	-6.39419831674548
282	849	871.720680209284	-22.7206802092838
283	1182	1152.01519317384	29.9848068261585
284	528	561.307254862491	-33.3072548624907
285	642	708.44373830914	-66.4437383091397
286	947	562.402214027473	384.597785972527
287	819	685.748143764062	133.251856235938
288	757	657.296916723866	99.7030832761338
289	894	877.251092552224	16.7489074477764

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
18	0.467865796408279	0.935731592816558	0.532134203591721
19	0.440206702152842	0.880413404305684	0.559793297847158
20	0.843948029244684	0.312103941510632	0.156051970755316
21	0.763882048969506	0.472235902060987	0.236117951030494
22	0.773847185837046	0.452305628325909	0.226152814162954
23	0.711223525288099	0.577552949423802	0.288776474711901
24	0.620963681541254	0.758072636917491	0.379036318458746
25	0.641656769321041	0.716686461357917	0.358343230678959
26	0.574504700658263	0.850990598683475	0.425495299341737
27	0.594558876065712	0.810882247868576	0.405441123934288
28	0.532614933200531	0.934770133598938	0.467385066799469
29	0.498702376142592	0.997404752285183	0.501297623857408
30	0.421644157714525	0.84328831542905	0.578355842285475
31	0.470786855913771	0.941573711827542	0.529213144086229
32	0.414532783097687	0.829065566195375	0.585467216902313
33	0.387331817897904	0.774663635795809	0.612668182102096
34	0.393734680849008	0.787469361698016	0.606265319150992
35	0.344987053158525	0.68997410631705	0.655012946841475
36	0.287486804250397	0.574973608500794	0.712513195749603
37	0.247238057362702	0.494476114725404	0.752761942637298
38	0.202162234419082	0.404324468838163	0.797837765580918
39	0.214285740220238	0.428571480440477	0.785714259779762
40	0.180137650395841	0.360275300791683	0.819862349604159
41	0.145075267620659	0.290150535241317	0.854924732379341
42	0.130756045345477	0.261512090690954	0.869243954654523
43	0.18282525478604	0.36565050957208	0.81717474521396
44	0.146688892573834	0.293377785147667	0.853311107426166
45	0.138255051669246	0.276510103338491	0.861744948330754
46	0.151268918024326	0.302537836048652	0.848731081975674
47	0.233976438898115	0.467952877796231	0.766023561101885
48	0.223512796494816	0.447025592989632	0.776487203505184
49	0.20876478239847	0.417529564796941	0.79123521760153
50	0.196185251530506	0.392370503061011	0.803814748469494
51	0.355992607518919	0.711985215037837	0.644007392481081
52	0.316917663087113	0.633835326174225	0.683082336912887
53	0.333943538393101	0.667887076786201	0.6660564616069
54	0.737153295544318	0.525693408911364	0.262846704455682
55	0.713769365933703	0.572461268132595	0.286230634066297
56	0.677045848172278	0.645908303655445	0.322954151827722
57	0.646307683835764	0.707384632328472	0.353692316164236
58	0.890852360205643	0.218295279588714	0.109147639794357
59	0.86830710224447	0.263385795511059	0.13169289775553
60	0.857293012806123	0.285413974387753	0.142706987193877
61	0.882522886794154	0.234954226411693	0.117477113205846
62	0.95527088497251	0.0894582300549804	0.0447291150274902
63	0.99999999901297	1.97406119616053e-09	9.87030598080265e-10
64	0.999999998231498	3.53700453373984e-09	1.76850226686992e-09
65	0.999999999530925	9.38149485885008e-10	4.69074742942504e-10
66	0.999999999943352	1.13296333110393e-10	5.66481665551965e-11
67	0.999999999920684	1.5863293507743e-10	7.93164675387148e-11
68	0.999999999970312	5.93761767831247e-11	2.96880883915623e-11
69	0.999999999943763	1.12473305014995e-10	5.62366525074974e-11
70	0.99999999992436	1.51281367542294e-10	7.56406837711469e-11
71	0.999999999896565	2.06869509074724e-10	1.03434754537362e-10
72	0.999999999858003	2.83993762620286e-10	1.41996881310143e-10
73	0.999999999856417	2.87165684183449e-10	1.43582842091725e-10
74	0.999999999777546	4.44908480542754e-10	2.22454240271377e-10
75	0.999999999810544	3.7891159263574e-10	1.8945579631787e-10
76	0.999999999734974	5.30052140420979e-10	2.65026070210489e-10
77	0.999999999789674	4.20650998884721e-10	2.1032549944236e-10
78	0.999999999780501	4.38997111094407e-10	2.19498555547203e-10
79	0.999999999784685	4.30629863051903e-10	2.15314931525951e-10
80	0.99999999970608	5.87838381438075e-10	2.93919190719037e-10
81	0.99999999981328	3.73439644966386e-10	1.86719822483193e-10
82	0.999999999662502	6.74996992354563e-10	3.37498496177282e-10
83	0.999999999940745	1.18509480109227e-10	5.92547400546134e-11
84	0.999999999942647	1.14705285815807e-10	5.73526429079033e-11
85	0.999999999915422	1.69156459951617e-10	8.45782299758083e-11
86	0.99999999986102	2.77961079800445e-10	1.38980539900222e-10
87	0.999999999772824	4.54351063689853e-10	2.27175531844926e-10
88	0.999999999639766	7.2046880928127e-10	3.60234404640635e-10
89	0.999999999912078	1.75844535934017e-10	8.79222679670084e-11
90	0.999999999987874	2.42527406144381e-11	1.2126370307219e-11
91	0.999999999990075	1.98489885191807e-11	9.92449425959037e-12
92	0.999999999995297	9.40561702112305e-12	4.70280851056152e-12
93	0.99999999999693	6.14169230361542e-12	3.07084615180771e-12
94	0.999999999995063	9.8735745644177e-12	4.93678728220885e-12
95	0.999999999992112	1.57765724313444e-11	7.8882862156722e-12
96	0.999999999997594	4.81207476896333e-12	2.40603738448166e-12
97	0.999999999995806	8.38785943886559e-12	4.1939297194328e-12
98	0.999999999996525	6.94970832386135e-12	3.47485416193067e-12
99	0.99999999999461	1.07803806560385e-11	5.39019032801923e-12
100	0.999999999991711	1.65784205436591e-11	8.28921027182956e-12
101	0.999999999987339	2.53225978330631e-11	1.26612989165316e-11
102	0.999999999984979	3.00424620072117e-11	1.50212310036059e-11
103	0.999999999981418	3.71635473961527e-11	1.85817736980764e-11
104	0.999999999968474	6.30515916124277e-11	3.15257958062139e-11
105	0.999999999943073	1.13853934695611e-10	5.69269673478057e-11
106	0.99999999992373	1.52538636054041e-10	7.62693180270207e-11
107	0.999999999943384	1.13231794268113e-10	5.66158971340567e-11
108	0.99999999997451	5.0978425064738e-11	2.5489212532369e-11
109	0.999999999956348	8.73046327407937e-11	4.36523163703969e-11
110	0.999999999926104	1.47792046882584e-10	7.3896023441292e-11
111	0.999999999875112	2.4977646019063e-10	1.24888230095315e-10
112	0.999999999923154	1.53691758082736e-10	7.6845879041368e-11
113	0.999999999873296	2.53406978099561e-10	1.26703489049781e-10
114	0.99999999980998	3.80040404737034e-10	1.90020202368517e-10
115	0.999999999785125	4.29749795411135e-10	2.14874897705567e-10
116	0.99999999988526	2.29481014386404e-10	1.14740507193202e-10
117	0.999999999832525	3.34950407161588e-10	1.67475203580794e-10
118	0.999999999830796	3.38407222496988e-10	1.69203611248494e-10
119	0.999999999704437	5.91125626329169e-10	2.95562813164584e-10
120	0.999999999631318	7.37363397877925e-10	3.68681698938963e-10
121	0.999999999581436	8.37128881993285e-10	4.18564440996642e-10
122	0.99999999930973	1.3805403409939e-09	6.90270170496948e-10
123	0.999999999004286	1.99142710271015e-09	9.95713551355074e-10
124	0.999999998573788	2.85242381559748e-09	1.42621190779874e-09
125	0.999999997591123	4.81775299070026e-09	2.40887649535013e-09
126	0.9999999960848	7.8303994318157e-09	3.91519971590785e-09
127	0.9999999936916	1.26167989057512e-08	6.30839945287559e-09
128	0.999999996249724	7.50055251823844e-09	3.75027625911922e-09
129	0.999999995112129	9.77574191050576e-09	4.88787095525288e-09
130	0.999999991892736	1.62145280140043e-08	8.10726400700213e-09
131	0.99999998699809	2.60038214866635e-08	1.30019107433317e-08
132	0.999999979876621	4.02467573602851e-08	2.01233786801426e-08
133	0.99999997256157	5.48768574042616e-08	2.74384287021308e-08
134	0.999999990549236	1.89015269797705e-08	9.45076348988525e-09
135	0.999999996020269	7.95946197810208e-09	3.97973098905104e-09
136	0.999999997107307	5.78538566775428e-09	2.89269283387714e-09
137	0.999999995180605	9.6387905018661e-09	4.81939525093305e-09
138	0.999999993774715	1.24505696987903e-08	6.22528484939516e-09
139	0.99999999061553	1.87689404183907e-08	9.38447020919536e-09
140	0.999999989206542	2.15869164869415e-08	1.07934582434707e-08
141	0.999999982586703	3.48265946834275e-08	1.74132973417138e-08
142	0.99999998724444	2.55111218096486e-08	1.27555609048243e-08
143	0.99999998136875	3.7262499061719e-08	1.86312495308595e-08
144	0.999999971957828	5.60843448216643e-08	2.80421724108322e-08
145	0.999999957086393	8.58272149123168e-08	4.29136074561584e-08
146	0.99999997754836	4.49032805001546e-08	2.24516402500773e-08
147	0.999999971636991	5.67260175198395e-08	2.83630087599198e-08
148	0.99999995400814	9.19837195186268e-08	4.59918597593134e-08
149	0.99999997899454	4.20109183947475e-08	2.10054591973738e-08
150	0.999999965543731	6.89125370792905e-08	3.44562685396453e-08
151	0.999999947157871	1.05684257607325e-07	5.28421288036626e-08
152	0.999999923261632	1.5347673599724e-07	7.67383679986199e-08
153	0.999999907622582	1.84754836695086e-07	9.23774183475429e-08
154	0.999999980512652	3.89746963181884e-08	1.94873481590942e-08
155	0.999999990285422	1.94291562110897e-08	9.71457810554487e-09
156	0.999999988731916	2.25361670512024e-08	1.12680835256012e-08
157	0.999999990463688	1.90726234102551e-08	9.53631170512755e-09
158	0.999999991098881	1.78022370271536e-08	8.90111851357681e-09
159	0.999999986406888	2.71862236384705e-08	1.35931118192352e-08
160	0.999999999805762	3.88476175692462e-10	1.94238087846231e-10
161	0.999999999793566	4.12866992202528e-10	2.06433496101264e-10
162	0.9999999997909	4.18198652368252e-10	2.09099326184126e-10
163	0.999999999693228	6.13544203908139e-10	3.06772101954069e-10
164	0.999999999887136	2.25728879562656e-10	1.12864439781328e-10
165	0.99999999985756	2.84880620915076e-10	1.42440310457538e-10
166	0.999999999771997	4.56005226384837e-10	2.28002613192419e-10
167	0.999999999821274	3.57451749028478e-10	1.78725874514239e-10
168	0.999999999831744	3.36511158066143e-10	1.68255579033072e-10
169	0.999999999695825	6.08350430537615e-10	3.04175215268808e-10
170	0.99999999958821	8.23579718320632e-10	4.11789859160316e-10
171	0.99999999974077	5.184611804227e-10	2.5923059021135e-10
172	0.999999999569803	8.60393642987508e-10	4.30196821493754e-10
173	0.99999999981172	3.76561451285007e-10	1.88280725642503e-10
174	0.999999999724758	5.50483447065755e-10	2.75241723532877e-10
175	0.999999999976428	4.7143648371185e-11	2.35718241855925e-11
176	0.999999999958407	8.31860440213292e-11	4.15930220106646e-11
177	0.999999999957047	8.59068510654653e-11	4.29534255327327e-11
178	0.999999999918718	1.62564097794753e-10	8.12820488973767e-11
179	0.99999999991984	1.60319526679648e-10	8.01597633398242e-11
180	0.999999999850178	2.99644790835737e-10	1.49822395417868e-10
181	0.999999999728598	5.42804520812383e-10	2.71402260406192e-10
182	0.999999999524074	9.51851551518535e-10	4.75925775759268e-10
183	0.999999999138335	1.7233299631746e-09	8.61664981587298e-10
184	0.99999999864893	2.70213904013902e-09	1.35106952006951e-09
185	0.999999999606453	7.87093800900706e-10	3.93546900450353e-10
186	0.999999999289803	1.42039498971725e-09	7.10197494858624e-10
187	0.999999999373147	1.25370561234425e-09	6.26852806172126e-10
188	0.999999998853725	2.29255026422902e-09	1.14627513211451e-09
189	0.999999999465303	1.06939367118313e-09	5.34696835591563e-10
190	0.999999999169988	1.66002339310038e-09	8.30011696550191e-10
191	0.999999998496135	3.00773080406646e-09	1.50386540203323e-09
192	0.999999997919922	4.16015619786242e-09	2.08007809893121e-09
193	0.99999999641225	7.17550039134582e-09	3.58775019567291e-09
194	0.99999999479507	1.04098619459286e-08	5.20493097296429e-09
195	0.999999990567833	1.88643332762461e-08	9.43216663812305e-09
196	0.999999984734633	3.05307337131089e-08	1.52653668565544e-08
197	0.999999975046209	4.99075825130816e-08	2.49537912565408e-08
198	0.999999956109003	8.77819934804206e-08	4.38909967402103e-08
199	0.999999951770494	9.64590109802556e-08	4.82295054901278e-08
200	0.999999914869491	1.7026101728248e-07	8.51305086412398e-08
201	0.999999865585974	2.68828052436955e-07	1.34414026218477e-07
202	0.999999766335152	4.67329696153429e-07	2.33664848076714e-07
203	0.99999962817397	7.43652061629067e-07	3.71826030814534e-07
204	0.999999428862022	1.14227595601889e-06	5.71137978009447e-07
205	0.999999250893456	1.49821308824316e-06	7.4910654412158e-07
206	0.999998749250194	2.50149961236888e-06	1.25074980618444e-06
207	0.999998779243437	2.44151312591735e-06	1.22075656295867e-06
208	0.999998501420246	2.99715950837287e-06	1.49857975418643e-06
209	0.99999753112657	4.93774686045136e-06	2.46887343022568e-06
210	0.999996628809572	6.7423808563353e-06	3.37119042816765e-06
211	0.999994620177255	1.07596454894314e-05	5.3798227447157e-06
212	0.999997609540116	4.78091976723174e-06	2.39045988361587e-06
213	0.999995902786678	8.19442664343926e-06	4.09721332171963e-06
214	0.999996182011422	7.63597715585134e-06	3.81798857792567e-06
215	0.999994731523762	1.05369524766944e-05	5.26847623834719e-06
216	0.999991164855997	1.76702880064782e-05	8.83514400323912e-06
217	0.999988155034846	2.36899303088213e-05	1.18449651544106e-05
218	0.99999511651032	9.76697935957582e-06	4.88348967978791e-06
219	0.999992884681452	1.4230637095989e-05	7.1153185479945e-06
220	0.9999877975043	2.44049914002765e-05	1.22024957001382e-05
221	0.99998081089372	3.83782125608049e-05	1.91891062804024e-05
222	0.999985607340882	2.87853182362549e-05	1.43926591181274e-05
223	0.99998864854449	2.27029110204091e-05	1.13514555102045e-05
224	0.99998157369714	3.68526057188511e-05	1.84263028594255e-05
225	0.999974812469363	5.03750612742747e-05	2.51875306371373e-05
226	0.999958040519627	8.39189607452353e-05	4.19594803726177e-05
227	0.999932995884202	0.000134008231595509	6.70041157977544e-05
228	0.999910028536569	0.000179942926862969	8.99714634314847e-05
229	0.999922110658329	0.000155778683342157	7.78893416710785e-05
230	0.999987448291282	2.51034174359999e-05	1.2551708718e-05
231	0.999980370414606	3.92591707888221e-05	1.9629585394411e-05
232	0.9999887120239	2.25759522013679e-05	1.12879761006839e-05
233	0.999985566600296	2.88667994085315e-05	1.44333997042658e-05
234	0.999974782793579	5.04344128428871e-05	2.52172064214435e-05
235	0.999978270366593	4.34592668148963e-05	2.17296334074481e-05
236	0.9999622254281	7.55491437980808e-05	3.77745718990404e-05
237	0.99993213730468	0.000135725390638732	6.78626953193662e-05
238	0.999892043383163	0.000215913233674169	0.000107956616837084
239	0.999813389654817	0.000373220690365153	0.000186610345182576
240	0.99973496987776	0.00053006024448168	0.00026503012224084
241	0.99959896570019	0.000802068599621162	0.000401034299810581
242	0.99989202286845	0.000215954263101412	0.000107977131550706
243	0.999802637448661	0.000394725102677051	0.000197362551338525
244	0.99970709826095	0.000585803478099233	0.000292901739049616
245	0.999497463904606	0.00100507219078795	0.000502536095393973
246	0.999420228461716	0.00115954307656714	0.00057977153828357
247	0.999896959674117	0.000206080651765415	0.000103040325882708
248	0.999827080280942	0.000345839438116031	0.000172919719058015
249	0.99969450926473	0.000610981470541247	0.000305490735270624
250	0.999458596577967	0.00108280684406703	0.000541403422033514
251	0.999121128114105	0.00175774377179089	0.000878871885895446
252	0.99847530050624	0.00304939898752174	0.00152469949376087
253	0.997408564652497	0.00518287069500597	0.00259143534750298
254	0.99555283153524	0.00889433692951954	0.00444716846475977
255	0.992833617177412	0.0143327656451759	0.00716638282258797
256	0.988592431341157	0.0228151373176855	0.0114075686588427
257	0.981004941840255	0.0379901163194899	0.018995058159745
258	0.971713897585273	0.056572204829454	0.028286102414727
259	0.95507293791888	0.0898541241622388	0.0449270620811194
260	0.932177347261004	0.135645305477991	0.0678226527389955
261	0.949642559152294	0.100714881695412	0.0503574408477061
262	0.931733262500234	0.136533474999532	0.0682667374997658
263	0.918241572947821	0.163516854104358	0.0817584270521792
264	0.873079320626631	0.253841358746737	0.126920679373369
265	0.82004117207702	0.359917655845958	0.179958827922979
266	0.739267439605968	0.521465120788063	0.260732560394032
267	0.659533951050566	0.680932097898868	0.340466048949434
268	0.799481025398258	0.401037949203484	0.200518974601742
269	0.759429029650143	0.481141940699713	0.240570970349857
270	0.915457365982061	0.169085268035878	0.0845426340179391
271	0.810846391003403	0.378307217993195	0.189153608996597

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
18 & 0.467865796408279 & 0.935731592816558 & 0.532134203591721 \tabularnewline
19 & 0.440206702152842 & 0.880413404305684 & 0.559793297847158 \tabularnewline
20 & 0.843948029244684 & 0.312103941510632 & 0.156051970755316 \tabularnewline
21 & 0.763882048969506 & 0.472235902060987 & 0.236117951030494 \tabularnewline
22 & 0.773847185837046 & 0.452305628325909 & 0.226152814162954 \tabularnewline
23 & 0.711223525288099 & 0.577552949423802 & 0.288776474711901 \tabularnewline
24 & 0.620963681541254 & 0.758072636917491 & 0.379036318458746 \tabularnewline
25 & 0.641656769321041 & 0.716686461357917 & 0.358343230678959 \tabularnewline
26 & 0.574504700658263 & 0.850990598683475 & 0.425495299341737 \tabularnewline
27 & 0.594558876065712 & 0.810882247868576 & 0.405441123934288 \tabularnewline
28 & 0.532614933200531 & 0.934770133598938 & 0.467385066799469 \tabularnewline
29 & 0.498702376142592 & 0.997404752285183 & 0.501297623857408 \tabularnewline
30 & 0.421644157714525 & 0.84328831542905 & 0.578355842285475 \tabularnewline
31 & 0.470786855913771 & 0.941573711827542 & 0.529213144086229 \tabularnewline
32 & 0.414532783097687 & 0.829065566195375 & 0.585467216902313 \tabularnewline
33 & 0.387331817897904 & 0.774663635795809 & 0.612668182102096 \tabularnewline
34 & 0.393734680849008 & 0.787469361698016 & 0.606265319150992 \tabularnewline
35 & 0.344987053158525 & 0.68997410631705 & 0.655012946841475 \tabularnewline
36 & 0.287486804250397 & 0.574973608500794 & 0.712513195749603 \tabularnewline
37 & 0.247238057362702 & 0.494476114725404 & 0.752761942637298 \tabularnewline
38 & 0.202162234419082 & 0.404324468838163 & 0.797837765580918 \tabularnewline
39 & 0.214285740220238 & 0.428571480440477 & 0.785714259779762 \tabularnewline
40 & 0.180137650395841 & 0.360275300791683 & 0.819862349604159 \tabularnewline
41 & 0.145075267620659 & 0.290150535241317 & 0.854924732379341 \tabularnewline
42 & 0.130756045345477 & 0.261512090690954 & 0.869243954654523 \tabularnewline
43 & 0.18282525478604 & 0.36565050957208 & 0.81717474521396 \tabularnewline
44 & 0.146688892573834 & 0.293377785147667 & 0.853311107426166 \tabularnewline
45 & 0.138255051669246 & 0.276510103338491 & 0.861744948330754 \tabularnewline
46 & 0.151268918024326 & 0.302537836048652 & 0.848731081975674 \tabularnewline
47 & 0.233976438898115 & 0.467952877796231 & 0.766023561101885 \tabularnewline
48 & 0.223512796494816 & 0.447025592989632 & 0.776487203505184 \tabularnewline
49 & 0.20876478239847 & 0.417529564796941 & 0.79123521760153 \tabularnewline
50 & 0.196185251530506 & 0.392370503061011 & 0.803814748469494 \tabularnewline
51 & 0.355992607518919 & 0.711985215037837 & 0.644007392481081 \tabularnewline
52 & 0.316917663087113 & 0.633835326174225 & 0.683082336912887 \tabularnewline
53 & 0.333943538393101 & 0.667887076786201 & 0.6660564616069 \tabularnewline
54 & 0.737153295544318 & 0.525693408911364 & 0.262846704455682 \tabularnewline
55 & 0.713769365933703 & 0.572461268132595 & 0.286230634066297 \tabularnewline
56 & 0.677045848172278 & 0.645908303655445 & 0.322954151827722 \tabularnewline
57 & 0.646307683835764 & 0.707384632328472 & 0.353692316164236 \tabularnewline
58 & 0.890852360205643 & 0.218295279588714 & 0.109147639794357 \tabularnewline
59 & 0.86830710224447 & 0.263385795511059 & 0.13169289775553 \tabularnewline
60 & 0.857293012806123 & 0.285413974387753 & 0.142706987193877 \tabularnewline
61 & 0.882522886794154 & 0.234954226411693 & 0.117477113205846 \tabularnewline
62 & 0.95527088497251 & 0.0894582300549804 & 0.0447291150274902 \tabularnewline
63 & 0.99999999901297 & 1.97406119616053e-09 & 9.87030598080265e-10 \tabularnewline
64 & 0.999999998231498 & 3.53700453373984e-09 & 1.76850226686992e-09 \tabularnewline
65 & 0.999999999530925 & 9.38149485885008e-10 & 4.69074742942504e-10 \tabularnewline
66 & 0.999999999943352 & 1.13296333110393e-10 & 5.66481665551965e-11 \tabularnewline
67 & 0.999999999920684 & 1.5863293507743e-10 & 7.93164675387148e-11 \tabularnewline
68 & 0.999999999970312 & 5.93761767831247e-11 & 2.96880883915623e-11 \tabularnewline
69 & 0.999999999943763 & 1.12473305014995e-10 & 5.62366525074974e-11 \tabularnewline
70 & 0.99999999992436 & 1.51281367542294e-10 & 7.56406837711469e-11 \tabularnewline
71 & 0.999999999896565 & 2.06869509074724e-10 & 1.03434754537362e-10 \tabularnewline
72 & 0.999999999858003 & 2.83993762620286e-10 & 1.41996881310143e-10 \tabularnewline
73 & 0.999999999856417 & 2.87165684183449e-10 & 1.43582842091725e-10 \tabularnewline
74 & 0.999999999777546 & 4.44908480542754e-10 & 2.22454240271377e-10 \tabularnewline
75 & 0.999999999810544 & 3.7891159263574e-10 & 1.8945579631787e-10 \tabularnewline
76 & 0.999999999734974 & 5.30052140420979e-10 & 2.65026070210489e-10 \tabularnewline
77 & 0.999999999789674 & 4.20650998884721e-10 & 2.1032549944236e-10 \tabularnewline
78 & 0.999999999780501 & 4.38997111094407e-10 & 2.19498555547203e-10 \tabularnewline
79 & 0.999999999784685 & 4.30629863051903e-10 & 2.15314931525951e-10 \tabularnewline
80 & 0.99999999970608 & 5.87838381438075e-10 & 2.93919190719037e-10 \tabularnewline
81 & 0.99999999981328 & 3.73439644966386e-10 & 1.86719822483193e-10 \tabularnewline
82 & 0.999999999662502 & 6.74996992354563e-10 & 3.37498496177282e-10 \tabularnewline
83 & 0.999999999940745 & 1.18509480109227e-10 & 5.92547400546134e-11 \tabularnewline
84 & 0.999999999942647 & 1.14705285815807e-10 & 5.73526429079033e-11 \tabularnewline
85 & 0.999999999915422 & 1.69156459951617e-10 & 8.45782299758083e-11 \tabularnewline
86 & 0.99999999986102 & 2.77961079800445e-10 & 1.38980539900222e-10 \tabularnewline
87 & 0.999999999772824 & 4.54351063689853e-10 & 2.27175531844926e-10 \tabularnewline
88 & 0.999999999639766 & 7.2046880928127e-10 & 3.60234404640635e-10 \tabularnewline
89 & 0.999999999912078 & 1.75844535934017e-10 & 8.79222679670084e-11 \tabularnewline
90 & 0.999999999987874 & 2.42527406144381e-11 & 1.2126370307219e-11 \tabularnewline
91 & 0.999999999990075 & 1.98489885191807e-11 & 9.92449425959037e-12 \tabularnewline
92 & 0.999999999995297 & 9.40561702112305e-12 & 4.70280851056152e-12 \tabularnewline
93 & 0.99999999999693 & 6.14169230361542e-12 & 3.07084615180771e-12 \tabularnewline
94 & 0.999999999995063 & 9.8735745644177e-12 & 4.93678728220885e-12 \tabularnewline
95 & 0.999999999992112 & 1.57765724313444e-11 & 7.8882862156722e-12 \tabularnewline
96 & 0.999999999997594 & 4.81207476896333e-12 & 2.40603738448166e-12 \tabularnewline
97 & 0.999999999995806 & 8.38785943886559e-12 & 4.1939297194328e-12 \tabularnewline
98 & 0.999999999996525 & 6.94970832386135e-12 & 3.47485416193067e-12 \tabularnewline
99 & 0.99999999999461 & 1.07803806560385e-11 & 5.39019032801923e-12 \tabularnewline
100 & 0.999999999991711 & 1.65784205436591e-11 & 8.28921027182956e-12 \tabularnewline
101 & 0.999999999987339 & 2.53225978330631e-11 & 1.26612989165316e-11 \tabularnewline
102 & 0.999999999984979 & 3.00424620072117e-11 & 1.50212310036059e-11 \tabularnewline
103 & 0.999999999981418 & 3.71635473961527e-11 & 1.85817736980764e-11 \tabularnewline
104 & 0.999999999968474 & 6.30515916124277e-11 & 3.15257958062139e-11 \tabularnewline
105 & 0.999999999943073 & 1.13853934695611e-10 & 5.69269673478057e-11 \tabularnewline
106 & 0.99999999992373 & 1.52538636054041e-10 & 7.62693180270207e-11 \tabularnewline
107 & 0.999999999943384 & 1.13231794268113e-10 & 5.66158971340567e-11 \tabularnewline
108 & 0.99999999997451 & 5.0978425064738e-11 & 2.5489212532369e-11 \tabularnewline
109 & 0.999999999956348 & 8.73046327407937e-11 & 4.36523163703969e-11 \tabularnewline
110 & 0.999999999926104 & 1.47792046882584e-10 & 7.3896023441292e-11 \tabularnewline
111 & 0.999999999875112 & 2.4977646019063e-10 & 1.24888230095315e-10 \tabularnewline
112 & 0.999999999923154 & 1.53691758082736e-10 & 7.6845879041368e-11 \tabularnewline
113 & 0.999999999873296 & 2.53406978099561e-10 & 1.26703489049781e-10 \tabularnewline
114 & 0.99999999980998 & 3.80040404737034e-10 & 1.90020202368517e-10 \tabularnewline
115 & 0.999999999785125 & 4.29749795411135e-10 & 2.14874897705567e-10 \tabularnewline
116 & 0.99999999988526 & 2.29481014386404e-10 & 1.14740507193202e-10 \tabularnewline
117 & 0.999999999832525 & 3.34950407161588e-10 & 1.67475203580794e-10 \tabularnewline
118 & 0.999999999830796 & 3.38407222496988e-10 & 1.69203611248494e-10 \tabularnewline
119 & 0.999999999704437 & 5.91125626329169e-10 & 2.95562813164584e-10 \tabularnewline
120 & 0.999999999631318 & 7.37363397877925e-10 & 3.68681698938963e-10 \tabularnewline
121 & 0.999999999581436 & 8.37128881993285e-10 & 4.18564440996642e-10 \tabularnewline
122 & 0.99999999930973 & 1.3805403409939e-09 & 6.90270170496948e-10 \tabularnewline
123 & 0.999999999004286 & 1.99142710271015e-09 & 9.95713551355074e-10 \tabularnewline
124 & 0.999999998573788 & 2.85242381559748e-09 & 1.42621190779874e-09 \tabularnewline
125 & 0.999999997591123 & 4.81775299070026e-09 & 2.40887649535013e-09 \tabularnewline
126 & 0.9999999960848 & 7.8303994318157e-09 & 3.91519971590785e-09 \tabularnewline
127 & 0.9999999936916 & 1.26167989057512e-08 & 6.30839945287559e-09 \tabularnewline
128 & 0.999999996249724 & 7.50055251823844e-09 & 3.75027625911922e-09 \tabularnewline
129 & 0.999999995112129 & 9.77574191050576e-09 & 4.88787095525288e-09 \tabularnewline
130 & 0.999999991892736 & 1.62145280140043e-08 & 8.10726400700213e-09 \tabularnewline
131 & 0.99999998699809 & 2.60038214866635e-08 & 1.30019107433317e-08 \tabularnewline
132 & 0.999999979876621 & 4.02467573602851e-08 & 2.01233786801426e-08 \tabularnewline
133 & 0.99999997256157 & 5.48768574042616e-08 & 2.74384287021308e-08 \tabularnewline
134 & 0.999999990549236 & 1.89015269797705e-08 & 9.45076348988525e-09 \tabularnewline
135 & 0.999999996020269 & 7.95946197810208e-09 & 3.97973098905104e-09 \tabularnewline
136 & 0.999999997107307 & 5.78538566775428e-09 & 2.89269283387714e-09 \tabularnewline
137 & 0.999999995180605 & 9.6387905018661e-09 & 4.81939525093305e-09 \tabularnewline
138 & 0.999999993774715 & 1.24505696987903e-08 & 6.22528484939516e-09 \tabularnewline
139 & 0.99999999061553 & 1.87689404183907e-08 & 9.38447020919536e-09 \tabularnewline
140 & 0.999999989206542 & 2.15869164869415e-08 & 1.07934582434707e-08 \tabularnewline
141 & 0.999999982586703 & 3.48265946834275e-08 & 1.74132973417138e-08 \tabularnewline
142 & 0.99999998724444 & 2.55111218096486e-08 & 1.27555609048243e-08 \tabularnewline
143 & 0.99999998136875 & 3.7262499061719e-08 & 1.86312495308595e-08 \tabularnewline
144 & 0.999999971957828 & 5.60843448216643e-08 & 2.80421724108322e-08 \tabularnewline
145 & 0.999999957086393 & 8.58272149123168e-08 & 4.29136074561584e-08 \tabularnewline
146 & 0.99999997754836 & 4.49032805001546e-08 & 2.24516402500773e-08 \tabularnewline
147 & 0.999999971636991 & 5.67260175198395e-08 & 2.83630087599198e-08 \tabularnewline
148 & 0.99999995400814 & 9.19837195186268e-08 & 4.59918597593134e-08 \tabularnewline
149 & 0.99999997899454 & 4.20109183947475e-08 & 2.10054591973738e-08 \tabularnewline
150 & 0.999999965543731 & 6.89125370792905e-08 & 3.44562685396453e-08 \tabularnewline
151 & 0.999999947157871 & 1.05684257607325e-07 & 5.28421288036626e-08 \tabularnewline
152 & 0.999999923261632 & 1.5347673599724e-07 & 7.67383679986199e-08 \tabularnewline
153 & 0.999999907622582 & 1.84754836695086e-07 & 9.23774183475429e-08 \tabularnewline
154 & 0.999999980512652 & 3.89746963181884e-08 & 1.94873481590942e-08 \tabularnewline
155 & 0.999999990285422 & 1.94291562110897e-08 & 9.71457810554487e-09 \tabularnewline
156 & 0.999999988731916 & 2.25361670512024e-08 & 1.12680835256012e-08 \tabularnewline
157 & 0.999999990463688 & 1.90726234102551e-08 & 9.53631170512755e-09 \tabularnewline
158 & 0.999999991098881 & 1.78022370271536e-08 & 8.90111851357681e-09 \tabularnewline
159 & 0.999999986406888 & 2.71862236384705e-08 & 1.35931118192352e-08 \tabularnewline
160 & 0.999999999805762 & 3.88476175692462e-10 & 1.94238087846231e-10 \tabularnewline
161 & 0.999999999793566 & 4.12866992202528e-10 & 2.06433496101264e-10 \tabularnewline
162 & 0.9999999997909 & 4.18198652368252e-10 & 2.09099326184126e-10 \tabularnewline
163 & 0.999999999693228 & 6.13544203908139e-10 & 3.06772101954069e-10 \tabularnewline
164 & 0.999999999887136 & 2.25728879562656e-10 & 1.12864439781328e-10 \tabularnewline
165 & 0.99999999985756 & 2.84880620915076e-10 & 1.42440310457538e-10 \tabularnewline
166 & 0.999999999771997 & 4.56005226384837e-10 & 2.28002613192419e-10 \tabularnewline
167 & 0.999999999821274 & 3.57451749028478e-10 & 1.78725874514239e-10 \tabularnewline
168 & 0.999999999831744 & 3.36511158066143e-10 & 1.68255579033072e-10 \tabularnewline
169 & 0.999999999695825 & 6.08350430537615e-10 & 3.04175215268808e-10 \tabularnewline
170 & 0.99999999958821 & 8.23579718320632e-10 & 4.11789859160316e-10 \tabularnewline
171 & 0.99999999974077 & 5.184611804227e-10 & 2.5923059021135e-10 \tabularnewline
172 & 0.999999999569803 & 8.60393642987508e-10 & 4.30196821493754e-10 \tabularnewline
173 & 0.99999999981172 & 3.76561451285007e-10 & 1.88280725642503e-10 \tabularnewline
174 & 0.999999999724758 & 5.50483447065755e-10 & 2.75241723532877e-10 \tabularnewline
175 & 0.999999999976428 & 4.7143648371185e-11 & 2.35718241855925e-11 \tabularnewline
176 & 0.999999999958407 & 8.31860440213292e-11 & 4.15930220106646e-11 \tabularnewline
177 & 0.999999999957047 & 8.59068510654653e-11 & 4.29534255327327e-11 \tabularnewline
178 & 0.999999999918718 & 1.62564097794753e-10 & 8.12820488973767e-11 \tabularnewline
179 & 0.99999999991984 & 1.60319526679648e-10 & 8.01597633398242e-11 \tabularnewline
180 & 0.999999999850178 & 2.99644790835737e-10 & 1.49822395417868e-10 \tabularnewline
181 & 0.999999999728598 & 5.42804520812383e-10 & 2.71402260406192e-10 \tabularnewline
182 & 0.999999999524074 & 9.51851551518535e-10 & 4.75925775759268e-10 \tabularnewline
183 & 0.999999999138335 & 1.7233299631746e-09 & 8.61664981587298e-10 \tabularnewline
184 & 0.99999999864893 & 2.70213904013902e-09 & 1.35106952006951e-09 \tabularnewline
185 & 0.999999999606453 & 7.87093800900706e-10 & 3.93546900450353e-10 \tabularnewline
186 & 0.999999999289803 & 1.42039498971725e-09 & 7.10197494858624e-10 \tabularnewline
187 & 0.999999999373147 & 1.25370561234425e-09 & 6.26852806172126e-10 \tabularnewline
188 & 0.999999998853725 & 2.29255026422902e-09 & 1.14627513211451e-09 \tabularnewline
189 & 0.999999999465303 & 1.06939367118313e-09 & 5.34696835591563e-10 \tabularnewline
190 & 0.999999999169988 & 1.66002339310038e-09 & 8.30011696550191e-10 \tabularnewline
191 & 0.999999998496135 & 3.00773080406646e-09 & 1.50386540203323e-09 \tabularnewline
192 & 0.999999997919922 & 4.16015619786242e-09 & 2.08007809893121e-09 \tabularnewline
193 & 0.99999999641225 & 7.17550039134582e-09 & 3.58775019567291e-09 \tabularnewline
194 & 0.99999999479507 & 1.04098619459286e-08 & 5.20493097296429e-09 \tabularnewline
195 & 0.999999990567833 & 1.88643332762461e-08 & 9.43216663812305e-09 \tabularnewline
196 & 0.999999984734633 & 3.05307337131089e-08 & 1.52653668565544e-08 \tabularnewline
197 & 0.999999975046209 & 4.99075825130816e-08 & 2.49537912565408e-08 \tabularnewline
198 & 0.999999956109003 & 8.77819934804206e-08 & 4.38909967402103e-08 \tabularnewline
199 & 0.999999951770494 & 9.64590109802556e-08 & 4.82295054901278e-08 \tabularnewline
200 & 0.999999914869491 & 1.7026101728248e-07 & 8.51305086412398e-08 \tabularnewline
201 & 0.999999865585974 & 2.68828052436955e-07 & 1.34414026218477e-07 \tabularnewline
202 & 0.999999766335152 & 4.67329696153429e-07 & 2.33664848076714e-07 \tabularnewline
203 & 0.99999962817397 & 7.43652061629067e-07 & 3.71826030814534e-07 \tabularnewline
204 & 0.999999428862022 & 1.14227595601889e-06 & 5.71137978009447e-07 \tabularnewline
205 & 0.999999250893456 & 1.49821308824316e-06 & 7.4910654412158e-07 \tabularnewline
206 & 0.999998749250194 & 2.50149961236888e-06 & 1.25074980618444e-06 \tabularnewline
207 & 0.999998779243437 & 2.44151312591735e-06 & 1.22075656295867e-06 \tabularnewline
208 & 0.999998501420246 & 2.99715950837287e-06 & 1.49857975418643e-06 \tabularnewline
209 & 0.99999753112657 & 4.93774686045136e-06 & 2.46887343022568e-06 \tabularnewline
210 & 0.999996628809572 & 6.7423808563353e-06 & 3.37119042816765e-06 \tabularnewline
211 & 0.999994620177255 & 1.07596454894314e-05 & 5.3798227447157e-06 \tabularnewline
212 & 0.999997609540116 & 4.78091976723174e-06 & 2.39045988361587e-06 \tabularnewline
213 & 0.999995902786678 & 8.19442664343926e-06 & 4.09721332171963e-06 \tabularnewline
214 & 0.999996182011422 & 7.63597715585134e-06 & 3.81798857792567e-06 \tabularnewline
215 & 0.999994731523762 & 1.05369524766944e-05 & 5.26847623834719e-06 \tabularnewline
216 & 0.999991164855997 & 1.76702880064782e-05 & 8.83514400323912e-06 \tabularnewline
217 & 0.999988155034846 & 2.36899303088213e-05 & 1.18449651544106e-05 \tabularnewline
218 & 0.99999511651032 & 9.76697935957582e-06 & 4.88348967978791e-06 \tabularnewline
219 & 0.999992884681452 & 1.4230637095989e-05 & 7.1153185479945e-06 \tabularnewline
220 & 0.9999877975043 & 2.44049914002765e-05 & 1.22024957001382e-05 \tabularnewline
221 & 0.99998081089372 & 3.83782125608049e-05 & 1.91891062804024e-05 \tabularnewline
222 & 0.999985607340882 & 2.87853182362549e-05 & 1.43926591181274e-05 \tabularnewline
223 & 0.99998864854449 & 2.27029110204091e-05 & 1.13514555102045e-05 \tabularnewline
224 & 0.99998157369714 & 3.68526057188511e-05 & 1.84263028594255e-05 \tabularnewline
225 & 0.999974812469363 & 5.03750612742747e-05 & 2.51875306371373e-05 \tabularnewline
226 & 0.999958040519627 & 8.39189607452353e-05 & 4.19594803726177e-05 \tabularnewline
227 & 0.999932995884202 & 0.000134008231595509 & 6.70041157977544e-05 \tabularnewline
228 & 0.999910028536569 & 0.000179942926862969 & 8.99714634314847e-05 \tabularnewline
229 & 0.999922110658329 & 0.000155778683342157 & 7.78893416710785e-05 \tabularnewline
230 & 0.999987448291282 & 2.51034174359999e-05 & 1.2551708718e-05 \tabularnewline
231 & 0.999980370414606 & 3.92591707888221e-05 & 1.9629585394411e-05 \tabularnewline
232 & 0.9999887120239 & 2.25759522013679e-05 & 1.12879761006839e-05 \tabularnewline
233 & 0.999985566600296 & 2.88667994085315e-05 & 1.44333997042658e-05 \tabularnewline
234 & 0.999974782793579 & 5.04344128428871e-05 & 2.52172064214435e-05 \tabularnewline
235 & 0.999978270366593 & 4.34592668148963e-05 & 2.17296334074481e-05 \tabularnewline
236 & 0.9999622254281 & 7.55491437980808e-05 & 3.77745718990404e-05 \tabularnewline
237 & 0.99993213730468 & 0.000135725390638732 & 6.78626953193662e-05 \tabularnewline
238 & 0.999892043383163 & 0.000215913233674169 & 0.000107956616837084 \tabularnewline
239 & 0.999813389654817 & 0.000373220690365153 & 0.000186610345182576 \tabularnewline
240 & 0.99973496987776 & 0.00053006024448168 & 0.00026503012224084 \tabularnewline
241 & 0.99959896570019 & 0.000802068599621162 & 0.000401034299810581 \tabularnewline
242 & 0.99989202286845 & 0.000215954263101412 & 0.000107977131550706 \tabularnewline
243 & 0.999802637448661 & 0.000394725102677051 & 0.000197362551338525 \tabularnewline
244 & 0.99970709826095 & 0.000585803478099233 & 0.000292901739049616 \tabularnewline
245 & 0.999497463904606 & 0.00100507219078795 & 0.000502536095393973 \tabularnewline
246 & 0.999420228461716 & 0.00115954307656714 & 0.00057977153828357 \tabularnewline
247 & 0.999896959674117 & 0.000206080651765415 & 0.000103040325882708 \tabularnewline
248 & 0.999827080280942 & 0.000345839438116031 & 0.000172919719058015 \tabularnewline
249 & 0.99969450926473 & 0.000610981470541247 & 0.000305490735270624 \tabularnewline
250 & 0.999458596577967 & 0.00108280684406703 & 0.000541403422033514 \tabularnewline
251 & 0.999121128114105 & 0.00175774377179089 & 0.000878871885895446 \tabularnewline
252 & 0.99847530050624 & 0.00304939898752174 & 0.00152469949376087 \tabularnewline
253 & 0.997408564652497 & 0.00518287069500597 & 0.00259143534750298 \tabularnewline
254 & 0.99555283153524 & 0.00889433692951954 & 0.00444716846475977 \tabularnewline
255 & 0.992833617177412 & 0.0143327656451759 & 0.00716638282258797 \tabularnewline
256 & 0.988592431341157 & 0.0228151373176855 & 0.0114075686588427 \tabularnewline
257 & 0.981004941840255 & 0.0379901163194899 & 0.018995058159745 \tabularnewline
258 & 0.971713897585273 & 0.056572204829454 & 0.028286102414727 \tabularnewline
259 & 0.95507293791888 & 0.0898541241622388 & 0.0449270620811194 \tabularnewline
260 & 0.932177347261004 & 0.135645305477991 & 0.0678226527389955 \tabularnewline
261 & 0.949642559152294 & 0.100714881695412 & 0.0503574408477061 \tabularnewline
262 & 0.931733262500234 & 0.136533474999532 & 0.0682667374997658 \tabularnewline
263 & 0.918241572947821 & 0.163516854104358 & 0.0817584270521792 \tabularnewline
264 & 0.873079320626631 & 0.253841358746737 & 0.126920679373369 \tabularnewline
265 & 0.82004117207702 & 0.359917655845958 & 0.179958827922979 \tabularnewline
266 & 0.739267439605968 & 0.521465120788063 & 0.260732560394032 \tabularnewline
267 & 0.659533951050566 & 0.680932097898868 & 0.340466048949434 \tabularnewline
268 & 0.799481025398258 & 0.401037949203484 & 0.200518974601742 \tabularnewline
269 & 0.759429029650143 & 0.481141940699713 & 0.240570970349857 \tabularnewline
270 & 0.915457365982061 & 0.169085268035878 & 0.0845426340179391 \tabularnewline
271 & 0.810846391003403 & 0.378307217993195 & 0.189153608996597 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155773&T=5

[TABLE]
[ROW][C]Goldfeld-Quandt test for Heteroskedasticity[/C][/ROW]
[ROW][C]p-values[/C][C]Alternative Hypothesis[/C][/ROW]
[ROW][C]breakpoint index[/C][C]greater[/C][C]2-sided[/C][C]less[/C][/ROW]
[ROW][C]18[/C][C]0.467865796408279[/C][C]0.935731592816558[/C][C]0.532134203591721[/C][/ROW]
[ROW][C]19[/C][C]0.440206702152842[/C][C]0.880413404305684[/C][C]0.559793297847158[/C][/ROW]
[ROW][C]20[/C][C]0.843948029244684[/C][C]0.312103941510632[/C][C]0.156051970755316[/C][/ROW]
[ROW][C]21[/C][C]0.763882048969506[/C][C]0.472235902060987[/C][C]0.236117951030494[/C][/ROW]
[ROW][C]22[/C][C]0.773847185837046[/C][C]0.452305628325909[/C][C]0.226152814162954[/C][/ROW]
[ROW][C]23[/C][C]0.711223525288099[/C][C]0.577552949423802[/C][C]0.288776474711901[/C][/ROW]
[ROW][C]24[/C][C]0.620963681541254[/C][C]0.758072636917491[/C][C]0.379036318458746[/C][/ROW]
[ROW][C]25[/C][C]0.641656769321041[/C][C]0.716686461357917[/C][C]0.358343230678959[/C][/ROW]
[ROW][C]26[/C][C]0.574504700658263[/C][C]0.850990598683475[/C][C]0.425495299341737[/C][/ROW]
[ROW][C]27[/C][C]0.594558876065712[/C][C]0.810882247868576[/C][C]0.405441123934288[/C][/ROW]
[ROW][C]28[/C][C]0.532614933200531[/C][C]0.934770133598938[/C][C]0.467385066799469[/C][/ROW]
[ROW][C]29[/C][C]0.498702376142592[/C][C]0.997404752285183[/C][C]0.501297623857408[/C][/ROW]
[ROW][C]30[/C][C]0.421644157714525[/C][C]0.84328831542905[/C][C]0.578355842285475[/C][/ROW]
[ROW][C]31[/C][C]0.470786855913771[/C][C]0.941573711827542[/C][C]0.529213144086229[/C][/ROW]
[ROW][C]32[/C][C]0.414532783097687[/C][C]0.829065566195375[/C][C]0.585467216902313[/C][/ROW]
[ROW][C]33[/C][C]0.387331817897904[/C][C]0.774663635795809[/C][C]0.612668182102096[/C][/ROW]
[ROW][C]34[/C][C]0.393734680849008[/C][C]0.787469361698016[/C][C]0.606265319150992[/C][/ROW]
[ROW][C]35[/C][C]0.344987053158525[/C][C]0.68997410631705[/C][C]0.655012946841475[/C][/ROW]
[ROW][C]36[/C][C]0.287486804250397[/C][C]0.574973608500794[/C][C]0.712513195749603[/C][/ROW]
[ROW][C]37[/C][C]0.247238057362702[/C][C]0.494476114725404[/C][C]0.752761942637298[/C][/ROW]
[ROW][C]38[/C][C]0.202162234419082[/C][C]0.404324468838163[/C][C]0.797837765580918[/C][/ROW]
[ROW][C]39[/C][C]0.214285740220238[/C][C]0.428571480440477[/C][C]0.785714259779762[/C][/ROW]
[ROW][C]40[/C][C]0.180137650395841[/C][C]0.360275300791683[/C][C]0.819862349604159[/C][/ROW]
[ROW][C]41[/C][C]0.145075267620659[/C][C]0.290150535241317[/C][C]0.854924732379341[/C][/ROW]
[ROW][C]42[/C][C]0.130756045345477[/C][C]0.261512090690954[/C][C]0.869243954654523[/C][/ROW]
[ROW][C]43[/C][C]0.18282525478604[/C][C]0.36565050957208[/C][C]0.81717474521396[/C][/ROW]
[ROW][C]44[/C][C]0.146688892573834[/C][C]0.293377785147667[/C][C]0.853311107426166[/C][/ROW]
[ROW][C]45[/C][C]0.138255051669246[/C][C]0.276510103338491[/C][C]0.861744948330754[/C][/ROW]
[ROW][C]46[/C][C]0.151268918024326[/C][C]0.302537836048652[/C][C]0.848731081975674[/C][/ROW]
[ROW][C]47[/C][C]0.233976438898115[/C][C]0.467952877796231[/C][C]0.766023561101885[/C][/ROW]
[ROW][C]48[/C][C]0.223512796494816[/C][C]0.447025592989632[/C][C]0.776487203505184[/C][/ROW]
[ROW][C]49[/C][C]0.20876478239847[/C][C]0.417529564796941[/C][C]0.79123521760153[/C][/ROW]
[ROW][C]50[/C][C]0.196185251530506[/C][C]0.392370503061011[/C][C]0.803814748469494[/C][/ROW]
[ROW][C]51[/C][C]0.355992607518919[/C][C]0.711985215037837[/C][C]0.644007392481081[/C][/ROW]
[ROW][C]52[/C][C]0.316917663087113[/C][C]0.633835326174225[/C][C]0.683082336912887[/C][/ROW]
[ROW][C]53[/C][C]0.333943538393101[/C][C]0.667887076786201[/C][C]0.6660564616069[/C][/ROW]
[ROW][C]54[/C][C]0.737153295544318[/C][C]0.525693408911364[/C][C]0.262846704455682[/C][/ROW]
[ROW][C]55[/C][C]0.713769365933703[/C][C]0.572461268132595[/C][C]0.286230634066297[/C][/ROW]
[ROW][C]56[/C][C]0.677045848172278[/C][C]0.645908303655445[/C][C]0.322954151827722[/C][/ROW]
[ROW][C]57[/C][C]0.646307683835764[/C][C]0.707384632328472[/C][C]0.353692316164236[/C][/ROW]
[ROW][C]58[/C][C]0.890852360205643[/C][C]0.218295279588714[/C][C]0.109147639794357[/C][/ROW]
[ROW][C]59[/C][C]0.86830710224447[/C][C]0.263385795511059[/C][C]0.13169289775553[/C][/ROW]
[ROW][C]60[/C][C]0.857293012806123[/C][C]0.285413974387753[/C][C]0.142706987193877[/C][/ROW]
[ROW][C]61[/C][C]0.882522886794154[/C][C]0.234954226411693[/C][C]0.117477113205846[/C][/ROW]
[ROW][C]62[/C][C]0.95527088497251[/C][C]0.0894582300549804[/C][C]0.0447291150274902[/C][/ROW]
[ROW][C]63[/C][C]0.99999999901297[/C][C]1.97406119616053e-09[/C][C]9.87030598080265e-10[/C][/ROW]
[ROW][C]64[/C][C]0.999999998231498[/C][C]3.53700453373984e-09[/C][C]1.76850226686992e-09[/C][/ROW]
[ROW][C]65[/C][C]0.999999999530925[/C][C]9.38149485885008e-10[/C][C]4.69074742942504e-10[/C][/ROW]
[ROW][C]66[/C][C]0.999999999943352[/C][C]1.13296333110393e-10[/C][C]5.66481665551965e-11[/C][/ROW]
[ROW][C]67[/C][C]0.999999999920684[/C][C]1.5863293507743e-10[/C][C]7.93164675387148e-11[/C][/ROW]
[ROW][C]68[/C][C]0.999999999970312[/C][C]5.93761767831247e-11[/C][C]2.96880883915623e-11[/C][/ROW]
[ROW][C]69[/C][C]0.999999999943763[/C][C]1.12473305014995e-10[/C][C]5.62366525074974e-11[/C][/ROW]
[ROW][C]70[/C][C]0.99999999992436[/C][C]1.51281367542294e-10[/C][C]7.56406837711469e-11[/C][/ROW]
[ROW][C]71[/C][C]0.999999999896565[/C][C]2.06869509074724e-10[/C][C]1.03434754537362e-10[/C][/ROW]
[ROW][C]72[/C][C]0.999999999858003[/C][C]2.83993762620286e-10[/C][C]1.41996881310143e-10[/C][/ROW]
[ROW][C]73[/C][C]0.999999999856417[/C][C]2.87165684183449e-10[/C][C]1.43582842091725e-10[/C][/ROW]
[ROW][C]74[/C][C]0.999999999777546[/C][C]4.44908480542754e-10[/C][C]2.22454240271377e-10[/C][/ROW]
[ROW][C]75[/C][C]0.999999999810544[/C][C]3.7891159263574e-10[/C][C]1.8945579631787e-10[/C][/ROW]
[ROW][C]76[/C][C]0.999999999734974[/C][C]5.30052140420979e-10[/C][C]2.65026070210489e-10[/C][/ROW]
[ROW][C]77[/C][C]0.999999999789674[/C][C]4.20650998884721e-10[/C][C]2.1032549944236e-10[/C][/ROW]
[ROW][C]78[/C][C]0.999999999780501[/C][C]4.38997111094407e-10[/C][C]2.19498555547203e-10[/C][/ROW]
[ROW][C]79[/C][C]0.999999999784685[/C][C]4.30629863051903e-10[/C][C]2.15314931525951e-10[/C][/ROW]
[ROW][C]80[/C][C]0.99999999970608[/C][C]5.87838381438075e-10[/C][C]2.93919190719037e-10[/C][/ROW]
[ROW][C]81[/C][C]0.99999999981328[/C][C]3.73439644966386e-10[/C][C]1.86719822483193e-10[/C][/ROW]
[ROW][C]82[/C][C]0.999999999662502[/C][C]6.74996992354563e-10[/C][C]3.37498496177282e-10[/C][/ROW]
[ROW][C]83[/C][C]0.999999999940745[/C][C]1.18509480109227e-10[/C][C]5.92547400546134e-11[/C][/ROW]
[ROW][C]84[/C][C]0.999999999942647[/C][C]1.14705285815807e-10[/C][C]5.73526429079033e-11[/C][/ROW]
[ROW][C]85[/C][C]0.999999999915422[/C][C]1.69156459951617e-10[/C][C]8.45782299758083e-11[/C][/ROW]
[ROW][C]86[/C][C]0.99999999986102[/C][C]2.77961079800445e-10[/C][C]1.38980539900222e-10[/C][/ROW]
[ROW][C]87[/C][C]0.999999999772824[/C][C]4.54351063689853e-10[/C][C]2.27175531844926e-10[/C][/ROW]
[ROW][C]88[/C][C]0.999999999639766[/C][C]7.2046880928127e-10[/C][C]3.60234404640635e-10[/C][/ROW]
[ROW][C]89[/C][C]0.999999999912078[/C][C]1.75844535934017e-10[/C][C]8.79222679670084e-11[/C][/ROW]
[ROW][C]90[/C][C]0.999999999987874[/C][C]2.42527406144381e-11[/C][C]1.2126370307219e-11[/C][/ROW]
[ROW][C]91[/C][C]0.999999999990075[/C][C]1.98489885191807e-11[/C][C]9.92449425959037e-12[/C][/ROW]
[ROW][C]92[/C][C]0.999999999995297[/C][C]9.40561702112305e-12[/C][C]4.70280851056152e-12[/C][/ROW]
[ROW][C]93[/C][C]0.99999999999693[/C][C]6.14169230361542e-12[/C][C]3.07084615180771e-12[/C][/ROW]
[ROW][C]94[/C][C]0.999999999995063[/C][C]9.8735745644177e-12[/C][C]4.93678728220885e-12[/C][/ROW]
[ROW][C]95[/C][C]0.999999999992112[/C][C]1.57765724313444e-11[/C][C]7.8882862156722e-12[/C][/ROW]
[ROW][C]96[/C][C]0.999999999997594[/C][C]4.81207476896333e-12[/C][C]2.40603738448166e-12[/C][/ROW]
[ROW][C]97[/C][C]0.999999999995806[/C][C]8.38785943886559e-12[/C][C]4.1939297194328e-12[/C][/ROW]
[ROW][C]98[/C][C]0.999999999996525[/C][C]6.94970832386135e-12[/C][C]3.47485416193067e-12[/C][/ROW]
[ROW][C]99[/C][C]0.99999999999461[/C][C]1.07803806560385e-11[/C][C]5.39019032801923e-12[/C][/ROW]
[ROW][C]100[/C][C]0.999999999991711[/C][C]1.65784205436591e-11[/C][C]8.28921027182956e-12[/C][/ROW]
[ROW][C]101[/C][C]0.999999999987339[/C][C]2.53225978330631e-11[/C][C]1.26612989165316e-11[/C][/ROW]
[ROW][C]102[/C][C]0.999999999984979[/C][C]3.00424620072117e-11[/C][C]1.50212310036059e-11[/C][/ROW]
[ROW][C]103[/C][C]0.999999999981418[/C][C]3.71635473961527e-11[/C][C]1.85817736980764e-11[/C][/ROW]
[ROW][C]104[/C][C]0.999999999968474[/C][C]6.30515916124277e-11[/C][C]3.15257958062139e-11[/C][/ROW]
[ROW][C]105[/C][C]0.999999999943073[/C][C]1.13853934695611e-10[/C][C]5.69269673478057e-11[/C][/ROW]
[ROW][C]106[/C][C]0.99999999992373[/C][C]1.52538636054041e-10[/C][C]7.62693180270207e-11[/C][/ROW]
[ROW][C]107[/C][C]0.999999999943384[/C][C]1.13231794268113e-10[/C][C]5.66158971340567e-11[/C][/ROW]
[ROW][C]108[/C][C]0.99999999997451[/C][C]5.0978425064738e-11[/C][C]2.5489212532369e-11[/C][/ROW]
[ROW][C]109[/C][C]0.999999999956348[/C][C]8.73046327407937e-11[/C][C]4.36523163703969e-11[/C][/ROW]
[ROW][C]110[/C][C]0.999999999926104[/C][C]1.47792046882584e-10[/C][C]7.3896023441292e-11[/C][/ROW]
[ROW][C]111[/C][C]0.999999999875112[/C][C]2.4977646019063e-10[/C][C]1.24888230095315e-10[/C][/ROW]
[ROW][C]112[/C][C]0.999999999923154[/C][C]1.53691758082736e-10[/C][C]7.6845879041368e-11[/C][/ROW]
[ROW][C]113[/C][C]0.999999999873296[/C][C]2.53406978099561e-10[/C][C]1.26703489049781e-10[/C][/ROW]
[ROW][C]114[/C][C]0.99999999980998[/C][C]3.80040404737034e-10[/C][C]1.90020202368517e-10[/C][/ROW]
[ROW][C]115[/C][C]0.999999999785125[/C][C]4.29749795411135e-10[/C][C]2.14874897705567e-10[/C][/ROW]
[ROW][C]116[/C][C]0.99999999988526[/C][C]2.29481014386404e-10[/C][C]1.14740507193202e-10[/C][/ROW]
[ROW][C]117[/C][C]0.999999999832525[/C][C]3.34950407161588e-10[/C][C]1.67475203580794e-10[/C][/ROW]
[ROW][C]118[/C][C]0.999999999830796[/C][C]3.38407222496988e-10[/C][C]1.69203611248494e-10[/C][/ROW]
[ROW][C]119[/C][C]0.999999999704437[/C][C]5.91125626329169e-10[/C][C]2.95562813164584e-10[/C][/ROW]
[ROW][C]120[/C][C]0.999999999631318[/C][C]7.37363397877925e-10[/C][C]3.68681698938963e-10[/C][/ROW]
[ROW][C]121[/C][C]0.999999999581436[/C][C]8.37128881993285e-10[/C][C]4.18564440996642e-10[/C][/ROW]
[ROW][C]122[/C][C]0.99999999930973[/C][C]1.3805403409939e-09[/C][C]6.90270170496948e-10[/C][/ROW]
[ROW][C]123[/C][C]0.999999999004286[/C][C]1.99142710271015e-09[/C][C]9.95713551355074e-10[/C][/ROW]
[ROW][C]124[/C][C]0.999999998573788[/C][C]2.85242381559748e-09[/C][C]1.42621190779874e-09[/C][/ROW]
[ROW][C]125[/C][C]0.999999997591123[/C][C]4.81775299070026e-09[/C][C]2.40887649535013e-09[/C][/ROW]
[ROW][C]126[/C][C]0.9999999960848[/C][C]7.8303994318157e-09[/C][C]3.91519971590785e-09[/C][/ROW]
[ROW][C]127[/C][C]0.9999999936916[/C][C]1.26167989057512e-08[/C][C]6.30839945287559e-09[/C][/ROW]
[ROW][C]128[/C][C]0.999999996249724[/C][C]7.50055251823844e-09[/C][C]3.75027625911922e-09[/C][/ROW]
[ROW][C]129[/C][C]0.999999995112129[/C][C]9.77574191050576e-09[/C][C]4.88787095525288e-09[/C][/ROW]
[ROW][C]130[/C][C]0.999999991892736[/C][C]1.62145280140043e-08[/C][C]8.10726400700213e-09[/C][/ROW]
[ROW][C]131[/C][C]0.99999998699809[/C][C]2.60038214866635e-08[/C][C]1.30019107433317e-08[/C][/ROW]
[ROW][C]132[/C][C]0.999999979876621[/C][C]4.02467573602851e-08[/C][C]2.01233786801426e-08[/C][/ROW]
[ROW][C]133[/C][C]0.99999997256157[/C][C]5.48768574042616e-08[/C][C]2.74384287021308e-08[/C][/ROW]
[ROW][C]134[/C][C]0.999999990549236[/C][C]1.89015269797705e-08[/C][C]9.45076348988525e-09[/C][/ROW]
[ROW][C]135[/C][C]0.999999996020269[/C][C]7.95946197810208e-09[/C][C]3.97973098905104e-09[/C][/ROW]
[ROW][C]136[/C][C]0.999999997107307[/C][C]5.78538566775428e-09[/C][C]2.89269283387714e-09[/C][/ROW]
[ROW][C]137[/C][C]0.999999995180605[/C][C]9.6387905018661e-09[/C][C]4.81939525093305e-09[/C][/ROW]
[ROW][C]138[/C][C]0.999999993774715[/C][C]1.24505696987903e-08[/C][C]6.22528484939516e-09[/C][/ROW]
[ROW][C]139[/C][C]0.99999999061553[/C][C]1.87689404183907e-08[/C][C]9.38447020919536e-09[/C][/ROW]
[ROW][C]140[/C][C]0.999999989206542[/C][C]2.15869164869415e-08[/C][C]1.07934582434707e-08[/C][/ROW]
[ROW][C]141[/C][C]0.999999982586703[/C][C]3.48265946834275e-08[/C][C]1.74132973417138e-08[/C][/ROW]
[ROW][C]142[/C][C]0.99999998724444[/C][C]2.55111218096486e-08[/C][C]1.27555609048243e-08[/C][/ROW]
[ROW][C]143[/C][C]0.99999998136875[/C][C]3.7262499061719e-08[/C][C]1.86312495308595e-08[/C][/ROW]
[ROW][C]144[/C][C]0.999999971957828[/C][C]5.60843448216643e-08[/C][C]2.80421724108322e-08[/C][/ROW]
[ROW][C]145[/C][C]0.999999957086393[/C][C]8.58272149123168e-08[/C][C]4.29136074561584e-08[/C][/ROW]
[ROW][C]146[/C][C]0.99999997754836[/C][C]4.49032805001546e-08[/C][C]2.24516402500773e-08[/C][/ROW]
[ROW][C]147[/C][C]0.999999971636991[/C][C]5.67260175198395e-08[/C][C]2.83630087599198e-08[/C][/ROW]
[ROW][C]148[/C][C]0.99999995400814[/C][C]9.19837195186268e-08[/C][C]4.59918597593134e-08[/C][/ROW]
[ROW][C]149[/C][C]0.99999997899454[/C][C]4.20109183947475e-08[/C][C]2.10054591973738e-08[/C][/ROW]
[ROW][C]150[/C][C]0.999999965543731[/C][C]6.89125370792905e-08[/C][C]3.44562685396453e-08[/C][/ROW]
[ROW][C]151[/C][C]0.999999947157871[/C][C]1.05684257607325e-07[/C][C]5.28421288036626e-08[/C][/ROW]
[ROW][C]152[/C][C]0.999999923261632[/C][C]1.5347673599724e-07[/C][C]7.67383679986199e-08[/C][/ROW]
[ROW][C]153[/C][C]0.999999907622582[/C][C]1.84754836695086e-07[/C][C]9.23774183475429e-08[/C][/ROW]
[ROW][C]154[/C][C]0.999999980512652[/C][C]3.89746963181884e-08[/C][C]1.94873481590942e-08[/C][/ROW]
[ROW][C]155[/C][C]0.999999990285422[/C][C]1.94291562110897e-08[/C][C]9.71457810554487e-09[/C][/ROW]
[ROW][C]156[/C][C]0.999999988731916[/C][C]2.25361670512024e-08[/C][C]1.12680835256012e-08[/C][/ROW]
[ROW][C]157[/C][C]0.999999990463688[/C][C]1.90726234102551e-08[/C][C]9.53631170512755e-09[/C][/ROW]
[ROW][C]158[/C][C]0.999999991098881[/C][C]1.78022370271536e-08[/C][C]8.90111851357681e-09[/C][/ROW]
[ROW][C]159[/C][C]0.999999986406888[/C][C]2.71862236384705e-08[/C][C]1.35931118192352e-08[/C][/ROW]
[ROW][C]160[/C][C]0.999999999805762[/C][C]3.88476175692462e-10[/C][C]1.94238087846231e-10[/C][/ROW]
[ROW][C]161[/C][C]0.999999999793566[/C][C]4.12866992202528e-10[/C][C]2.06433496101264e-10[/C][/ROW]
[ROW][C]162[/C][C]0.9999999997909[/C][C]4.18198652368252e-10[/C][C]2.09099326184126e-10[/C][/ROW]
[ROW][C]163[/C][C]0.999999999693228[/C][C]6.13544203908139e-10[/C][C]3.06772101954069e-10[/C][/ROW]
[ROW][C]164[/C][C]0.999999999887136[/C][C]2.25728879562656e-10[/C][C]1.12864439781328e-10[/C][/ROW]
[ROW][C]165[/C][C]0.99999999985756[/C][C]2.84880620915076e-10[/C][C]1.42440310457538e-10[/C][/ROW]
[ROW][C]166[/C][C]0.999999999771997[/C][C]4.56005226384837e-10[/C][C]2.28002613192419e-10[/C][/ROW]
[ROW][C]167[/C][C]0.999999999821274[/C][C]3.57451749028478e-10[/C][C]1.78725874514239e-10[/C][/ROW]
[ROW][C]168[/C][C]0.999999999831744[/C][C]3.36511158066143e-10[/C][C]1.68255579033072e-10[/C][/ROW]
[ROW][C]169[/C][C]0.999999999695825[/C][C]6.08350430537615e-10[/C][C]3.04175215268808e-10[/C][/ROW]
[ROW][C]170[/C][C]0.99999999958821[/C][C]8.23579718320632e-10[/C][C]4.11789859160316e-10[/C][/ROW]
[ROW][C]171[/C][C]0.99999999974077[/C][C]5.184611804227e-10[/C][C]2.5923059021135e-10[/C][/ROW]
[ROW][C]172[/C][C]0.999999999569803[/C][C]8.60393642987508e-10[/C][C]4.30196821493754e-10[/C][/ROW]
[ROW][C]173[/C][C]0.99999999981172[/C][C]3.76561451285007e-10[/C][C]1.88280725642503e-10[/C][/ROW]
[ROW][C]174[/C][C]0.999999999724758[/C][C]5.50483447065755e-10[/C][C]2.75241723532877e-10[/C][/ROW]
[ROW][C]175[/C][C]0.999999999976428[/C][C]4.7143648371185e-11[/C][C]2.35718241855925e-11[/C][/ROW]
[ROW][C]176[/C][C]0.999999999958407[/C][C]8.31860440213292e-11[/C][C]4.15930220106646e-11[/C][/ROW]
[ROW][C]177[/C][C]0.999999999957047[/C][C]8.59068510654653e-11[/C][C]4.29534255327327e-11[/C][/ROW]
[ROW][C]178[/C][C]0.999999999918718[/C][C]1.62564097794753e-10[/C][C]8.12820488973767e-11[/C][/ROW]
[ROW][C]179[/C][C]0.99999999991984[/C][C]1.60319526679648e-10[/C][C]8.01597633398242e-11[/C][/ROW]
[ROW][C]180[/C][C]0.999999999850178[/C][C]2.99644790835737e-10[/C][C]1.49822395417868e-10[/C][/ROW]
[ROW][C]181[/C][C]0.999999999728598[/C][C]5.42804520812383e-10[/C][C]2.71402260406192e-10[/C][/ROW]
[ROW][C]182[/C][C]0.999999999524074[/C][C]9.51851551518535e-10[/C][C]4.75925775759268e-10[/C][/ROW]
[ROW][C]183[/C][C]0.999999999138335[/C][C]1.7233299631746e-09[/C][C]8.61664981587298e-10[/C][/ROW]
[ROW][C]184[/C][C]0.99999999864893[/C][C]2.70213904013902e-09[/C][C]1.35106952006951e-09[/C][/ROW]
[ROW][C]185[/C][C]0.999999999606453[/C][C]7.87093800900706e-10[/C][C]3.93546900450353e-10[/C][/ROW]
[ROW][C]186[/C][C]0.999999999289803[/C][C]1.42039498971725e-09[/C][C]7.10197494858624e-10[/C][/ROW]
[ROW][C]187[/C][C]0.999999999373147[/C][C]1.25370561234425e-09[/C][C]6.26852806172126e-10[/C][/ROW]
[ROW][C]188[/C][C]0.999999998853725[/C][C]2.29255026422902e-09[/C][C]1.14627513211451e-09[/C][/ROW]
[ROW][C]189[/C][C]0.999999999465303[/C][C]1.06939367118313e-09[/C][C]5.34696835591563e-10[/C][/ROW]
[ROW][C]190[/C][C]0.999999999169988[/C][C]1.66002339310038e-09[/C][C]8.30011696550191e-10[/C][/ROW]
[ROW][C]191[/C][C]0.999999998496135[/C][C]3.00773080406646e-09[/C][C]1.50386540203323e-09[/C][/ROW]
[ROW][C]192[/C][C]0.999999997919922[/C][C]4.16015619786242e-09[/C][C]2.08007809893121e-09[/C][/ROW]
[ROW][C]193[/C][C]0.99999999641225[/C][C]7.17550039134582e-09[/C][C]3.58775019567291e-09[/C][/ROW]
[ROW][C]194[/C][C]0.99999999479507[/C][C]1.04098619459286e-08[/C][C]5.20493097296429e-09[/C][/ROW]
[ROW][C]195[/C][C]0.999999990567833[/C][C]1.88643332762461e-08[/C][C]9.43216663812305e-09[/C][/ROW]
[ROW][C]196[/C][C]0.999999984734633[/C][C]3.05307337131089e-08[/C][C]1.52653668565544e-08[/C][/ROW]
[ROW][C]197[/C][C]0.999999975046209[/C][C]4.99075825130816e-08[/C][C]2.49537912565408e-08[/C][/ROW]
[ROW][C]198[/C][C]0.999999956109003[/C][C]8.77819934804206e-08[/C][C]4.38909967402103e-08[/C][/ROW]
[ROW][C]199[/C][C]0.999999951770494[/C][C]9.64590109802556e-08[/C][C]4.82295054901278e-08[/C][/ROW]
[ROW][C]200[/C][C]0.999999914869491[/C][C]1.7026101728248e-07[/C][C]8.51305086412398e-08[/C][/ROW]
[ROW][C]201[/C][C]0.999999865585974[/C][C]2.68828052436955e-07[/C][C]1.34414026218477e-07[/C][/ROW]
[ROW][C]202[/C][C]0.999999766335152[/C][C]4.67329696153429e-07[/C][C]2.33664848076714e-07[/C][/ROW]
[ROW][C]203[/C][C]0.99999962817397[/C][C]7.43652061629067e-07[/C][C]3.71826030814534e-07[/C][/ROW]
[ROW][C]204[/C][C]0.999999428862022[/C][C]1.14227595601889e-06[/C][C]5.71137978009447e-07[/C][/ROW]
[ROW][C]205[/C][C]0.999999250893456[/C][C]1.49821308824316e-06[/C][C]7.4910654412158e-07[/C][/ROW]
[ROW][C]206[/C][C]0.999998749250194[/C][C]2.50149961236888e-06[/C][C]1.25074980618444e-06[/C][/ROW]
[ROW][C]207[/C][C]0.999998779243437[/C][C]2.44151312591735e-06[/C][C]1.22075656295867e-06[/C][/ROW]
[ROW][C]208[/C][C]0.999998501420246[/C][C]2.99715950837287e-06[/C][C]1.49857975418643e-06[/C][/ROW]
[ROW][C]209[/C][C]0.99999753112657[/C][C]4.93774686045136e-06[/C][C]2.46887343022568e-06[/C][/ROW]
[ROW][C]210[/C][C]0.999996628809572[/C][C]6.7423808563353e-06[/C][C]3.37119042816765e-06[/C][/ROW]
[ROW][C]211[/C][C]0.999994620177255[/C][C]1.07596454894314e-05[/C][C]5.3798227447157e-06[/C][/ROW]
[ROW][C]212[/C][C]0.999997609540116[/C][C]4.78091976723174e-06[/C][C]2.39045988361587e-06[/C][/ROW]
[ROW][C]213[/C][C]0.999995902786678[/C][C]8.19442664343926e-06[/C][C]4.09721332171963e-06[/C][/ROW]
[ROW][C]214[/C][C]0.999996182011422[/C][C]7.63597715585134e-06[/C][C]3.81798857792567e-06[/C][/ROW]
[ROW][C]215[/C][C]0.999994731523762[/C][C]1.05369524766944e-05[/C][C]5.26847623834719e-06[/C][/ROW]
[ROW][C]216[/C][C]0.999991164855997[/C][C]1.76702880064782e-05[/C][C]8.83514400323912e-06[/C][/ROW]
[ROW][C]217[/C][C]0.999988155034846[/C][C]2.36899303088213e-05[/C][C]1.18449651544106e-05[/C][/ROW]
[ROW][C]218[/C][C]0.99999511651032[/C][C]9.76697935957582e-06[/C][C]4.88348967978791e-06[/C][/ROW]
[ROW][C]219[/C][C]0.999992884681452[/C][C]1.4230637095989e-05[/C][C]7.1153185479945e-06[/C][/ROW]
[ROW][C]220[/C][C]0.9999877975043[/C][C]2.44049914002765e-05[/C][C]1.22024957001382e-05[/C][/ROW]
[ROW][C]221[/C][C]0.99998081089372[/C][C]3.83782125608049e-05[/C][C]1.91891062804024e-05[/C][/ROW]
[ROW][C]222[/C][C]0.999985607340882[/C][C]2.87853182362549e-05[/C][C]1.43926591181274e-05[/C][/ROW]
[ROW][C]223[/C][C]0.99998864854449[/C][C]2.27029110204091e-05[/C][C]1.13514555102045e-05[/C][/ROW]
[ROW][C]224[/C][C]0.99998157369714[/C][C]3.68526057188511e-05[/C][C]1.84263028594255e-05[/C][/ROW]
[ROW][C]225[/C][C]0.999974812469363[/C][C]5.03750612742747e-05[/C][C]2.51875306371373e-05[/C][/ROW]
[ROW][C]226[/C][C]0.999958040519627[/C][C]8.39189607452353e-05[/C][C]4.19594803726177e-05[/C][/ROW]
[ROW][C]227[/C][C]0.999932995884202[/C][C]0.000134008231595509[/C][C]6.70041157977544e-05[/C][/ROW]
[ROW][C]228[/C][C]0.999910028536569[/C][C]0.000179942926862969[/C][C]8.99714634314847e-05[/C][/ROW]
[ROW][C]229[/C][C]0.999922110658329[/C][C]0.000155778683342157[/C][C]7.78893416710785e-05[/C][/ROW]
[ROW][C]230[/C][C]0.999987448291282[/C][C]2.51034174359999e-05[/C][C]1.2551708718e-05[/C][/ROW]
[ROW][C]231[/C][C]0.999980370414606[/C][C]3.92591707888221e-05[/C][C]1.9629585394411e-05[/C][/ROW]
[ROW][C]232[/C][C]0.9999887120239[/C][C]2.25759522013679e-05[/C][C]1.12879761006839e-05[/C][/ROW]
[ROW][C]233[/C][C]0.999985566600296[/C][C]2.88667994085315e-05[/C][C]1.44333997042658e-05[/C][/ROW]
[ROW][C]234[/C][C]0.999974782793579[/C][C]5.04344128428871e-05[/C][C]2.52172064214435e-05[/C][/ROW]
[ROW][C]235[/C][C]0.999978270366593[/C][C]4.34592668148963e-05[/C][C]2.17296334074481e-05[/C][/ROW]
[ROW][C]236[/C][C]0.9999622254281[/C][C]7.55491437980808e-05[/C][C]3.77745718990404e-05[/C][/ROW]
[ROW][C]237[/C][C]0.99993213730468[/C][C]0.000135725390638732[/C][C]6.78626953193662e-05[/C][/ROW]
[ROW][C]238[/C][C]0.999892043383163[/C][C]0.000215913233674169[/C][C]0.000107956616837084[/C][/ROW]
[ROW][C]239[/C][C]0.999813389654817[/C][C]0.000373220690365153[/C][C]0.000186610345182576[/C][/ROW]
[ROW][C]240[/C][C]0.99973496987776[/C][C]0.00053006024448168[/C][C]0.00026503012224084[/C][/ROW]
[ROW][C]241[/C][C]0.99959896570019[/C][C]0.000802068599621162[/C][C]0.000401034299810581[/C][/ROW]
[ROW][C]242[/C][C]0.99989202286845[/C][C]0.000215954263101412[/C][C]0.000107977131550706[/C][/ROW]
[ROW][C]243[/C][C]0.999802637448661[/C][C]0.000394725102677051[/C][C]0.000197362551338525[/C][/ROW]
[ROW][C]244[/C][C]0.99970709826095[/C][C]0.000585803478099233[/C][C]0.000292901739049616[/C][/ROW]
[ROW][C]245[/C][C]0.999497463904606[/C][C]0.00100507219078795[/C][C]0.000502536095393973[/C][/ROW]
[ROW][C]246[/C][C]0.999420228461716[/C][C]0.00115954307656714[/C][C]0.00057977153828357[/C][/ROW]
[ROW][C]247[/C][C]0.999896959674117[/C][C]0.000206080651765415[/C][C]0.000103040325882708[/C][/ROW]
[ROW][C]248[/C][C]0.999827080280942[/C][C]0.000345839438116031[/C][C]0.000172919719058015[/C][/ROW]
[ROW][C]249[/C][C]0.99969450926473[/C][C]0.000610981470541247[/C][C]0.000305490735270624[/C][/ROW]
[ROW][C]250[/C][C]0.999458596577967[/C][C]0.00108280684406703[/C][C]0.000541403422033514[/C][/ROW]
[ROW][C]251[/C][C]0.999121128114105[/C][C]0.00175774377179089[/C][C]0.000878871885895446[/C][/ROW]
[ROW][C]252[/C][C]0.99847530050624[/C][C]0.00304939898752174[/C][C]0.00152469949376087[/C][/ROW]
[ROW][C]253[/C][C]0.997408564652497[/C][C]0.00518287069500597[/C][C]0.00259143534750298[/C][/ROW]
[ROW][C]254[/C][C]0.99555283153524[/C][C]0.00889433692951954[/C][C]0.00444716846475977[/C][/ROW]
[ROW][C]255[/C][C]0.992833617177412[/C][C]0.0143327656451759[/C][C]0.00716638282258797[/C][/ROW]
[ROW][C]256[/C][C]0.988592431341157[/C][C]0.0228151373176855[/C][C]0.0114075686588427[/C][/ROW]
[ROW][C]257[/C][C]0.981004941840255[/C][C]0.0379901163194899[/C][C]0.018995058159745[/C][/ROW]
[ROW][C]258[/C][C]0.971713897585273[/C][C]0.056572204829454[/C][C]0.028286102414727[/C][/ROW]
[ROW][C]259[/C][C]0.95507293791888[/C][C]0.0898541241622388[/C][C]0.0449270620811194[/C][/ROW]
[ROW][C]260[/C][C]0.932177347261004[/C][C]0.135645305477991[/C][C]0.0678226527389955[/C][/ROW]
[ROW][C]261[/C][C]0.949642559152294[/C][C]0.100714881695412[/C][C]0.0503574408477061[/C][/ROW]
[ROW][C]262[/C][C]0.931733262500234[/C][C]0.136533474999532[/C][C]0.0682667374997658[/C][/ROW]
[ROW][C]263[/C][C]0.918241572947821[/C][C]0.163516854104358[/C][C]0.0817584270521792[/C][/ROW]
[ROW][C]264[/C][C]0.873079320626631[/C][C]0.253841358746737[/C][C]0.126920679373369[/C][/ROW]
[ROW][C]265[/C][C]0.82004117207702[/C][C]0.359917655845958[/C][C]0.179958827922979[/C][/ROW]
[ROW][C]266[/C][C]0.739267439605968[/C][C]0.521465120788063[/C][C]0.260732560394032[/C][/ROW]
[ROW][C]267[/C][C]0.659533951050566[/C][C]0.680932097898868[/C][C]0.340466048949434[/C][/ROW]
[ROW][C]268[/C][C]0.799481025398258[/C][C]0.401037949203484[/C][C]0.200518974601742[/C][/ROW]
[ROW][C]269[/C][C]0.759429029650143[/C][C]0.481141940699713[/C][C]0.240570970349857[/C][/ROW]
[ROW][C]270[/C][C]0.915457365982061[/C][C]0.169085268035878[/C][C]0.0845426340179391[/C][/ROW]
[ROW][C]271[/C][C]0.810846391003403[/C][C]0.378307217993195[/C][C]0.189153608996597[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155773&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155773&T=5

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
18	0.467865796408279	0.935731592816558	0.532134203591721
19	0.440206702152842	0.880413404305684	0.559793297847158
20	0.843948029244684	0.312103941510632	0.156051970755316
21	0.763882048969506	0.472235902060987	0.236117951030494
22	0.773847185837046	0.452305628325909	0.226152814162954
23	0.711223525288099	0.577552949423802	0.288776474711901
24	0.620963681541254	0.758072636917491	0.379036318458746
25	0.641656769321041	0.716686461357917	0.358343230678959
26	0.574504700658263	0.850990598683475	0.425495299341737
27	0.594558876065712	0.810882247868576	0.405441123934288
28	0.532614933200531	0.934770133598938	0.467385066799469
29	0.498702376142592	0.997404752285183	0.501297623857408
30	0.421644157714525	0.84328831542905	0.578355842285475
31	0.470786855913771	0.941573711827542	0.529213144086229
32	0.414532783097687	0.829065566195375	0.585467216902313
33	0.387331817897904	0.774663635795809	0.612668182102096
34	0.393734680849008	0.787469361698016	0.606265319150992
35	0.344987053158525	0.68997410631705	0.655012946841475
36	0.287486804250397	0.574973608500794	0.712513195749603
37	0.247238057362702	0.494476114725404	0.752761942637298
38	0.202162234419082	0.404324468838163	0.797837765580918
39	0.214285740220238	0.428571480440477	0.785714259779762
40	0.180137650395841	0.360275300791683	0.819862349604159
41	0.145075267620659	0.290150535241317	0.854924732379341
42	0.130756045345477	0.261512090690954	0.869243954654523
43	0.18282525478604	0.36565050957208	0.81717474521396
44	0.146688892573834	0.293377785147667	0.853311107426166
45	0.138255051669246	0.276510103338491	0.861744948330754
46	0.151268918024326	0.302537836048652	0.848731081975674
47	0.233976438898115	0.467952877796231	0.766023561101885
48	0.223512796494816	0.447025592989632	0.776487203505184
49	0.20876478239847	0.417529564796941	0.79123521760153
50	0.196185251530506	0.392370503061011	0.803814748469494
51	0.355992607518919	0.711985215037837	0.644007392481081
52	0.316917663087113	0.633835326174225	0.683082336912887
53	0.333943538393101	0.667887076786201	0.6660564616069
54	0.737153295544318	0.525693408911364	0.262846704455682
55	0.713769365933703	0.572461268132595	0.286230634066297
56	0.677045848172278	0.645908303655445	0.322954151827722
57	0.646307683835764	0.707384632328472	0.353692316164236
58	0.890852360205643	0.218295279588714	0.109147639794357
59	0.86830710224447	0.263385795511059	0.13169289775553
60	0.857293012806123	0.285413974387753	0.142706987193877
61	0.882522886794154	0.234954226411693	0.117477113205846
62	0.95527088497251	0.0894582300549804	0.0447291150274902
63	0.99999999901297	1.97406119616053e-09	9.87030598080265e-10
64	0.999999998231498	3.53700453373984e-09	1.76850226686992e-09
65	0.999999999530925	9.38149485885008e-10	4.69074742942504e-10
66	0.999999999943352	1.13296333110393e-10	5.66481665551965e-11
67	0.999999999920684	1.5863293507743e-10	7.93164675387148e-11
68	0.999999999970312	5.93761767831247e-11	2.96880883915623e-11
69	0.999999999943763	1.12473305014995e-10	5.62366525074974e-11
70	0.99999999992436	1.51281367542294e-10	7.56406837711469e-11
71	0.999999999896565	2.06869509074724e-10	1.03434754537362e-10
72	0.999999999858003	2.83993762620286e-10	1.41996881310143e-10
73	0.999999999856417	2.87165684183449e-10	1.43582842091725e-10
74	0.999999999777546	4.44908480542754e-10	2.22454240271377e-10
75	0.999999999810544	3.7891159263574e-10	1.8945579631787e-10
76	0.999999999734974	5.30052140420979e-10	2.65026070210489e-10
77	0.999999999789674	4.20650998884721e-10	2.1032549944236e-10
78	0.999999999780501	4.38997111094407e-10	2.19498555547203e-10
79	0.999999999784685	4.30629863051903e-10	2.15314931525951e-10
80	0.99999999970608	5.87838381438075e-10	2.93919190719037e-10
81	0.99999999981328	3.73439644966386e-10	1.86719822483193e-10
82	0.999999999662502	6.74996992354563e-10	3.37498496177282e-10
83	0.999999999940745	1.18509480109227e-10	5.92547400546134e-11
84	0.999999999942647	1.14705285815807e-10	5.73526429079033e-11
85	0.999999999915422	1.69156459951617e-10	8.45782299758083e-11
86	0.99999999986102	2.77961079800445e-10	1.38980539900222e-10
87	0.999999999772824	4.54351063689853e-10	2.27175531844926e-10
88	0.999999999639766	7.2046880928127e-10	3.60234404640635e-10
89	0.999999999912078	1.75844535934017e-10	8.79222679670084e-11
90	0.999999999987874	2.42527406144381e-11	1.2126370307219e-11
91	0.999999999990075	1.98489885191807e-11	9.92449425959037e-12
92	0.999999999995297	9.40561702112305e-12	4.70280851056152e-12
93	0.99999999999693	6.14169230361542e-12	3.07084615180771e-12
94	0.999999999995063	9.8735745644177e-12	4.93678728220885e-12
95	0.999999999992112	1.57765724313444e-11	7.8882862156722e-12
96	0.999999999997594	4.81207476896333e-12	2.40603738448166e-12
97	0.999999999995806	8.38785943886559e-12	4.1939297194328e-12
98	0.999999999996525	6.94970832386135e-12	3.47485416193067e-12
99	0.99999999999461	1.07803806560385e-11	5.39019032801923e-12
100	0.999999999991711	1.65784205436591e-11	8.28921027182956e-12
101	0.999999999987339	2.53225978330631e-11	1.26612989165316e-11
102	0.999999999984979	3.00424620072117e-11	1.50212310036059e-11
103	0.999999999981418	3.71635473961527e-11	1.85817736980764e-11
104	0.999999999968474	6.30515916124277e-11	3.15257958062139e-11
105	0.999999999943073	1.13853934695611e-10	5.69269673478057e-11
106	0.99999999992373	1.52538636054041e-10	7.62693180270207e-11
107	0.999999999943384	1.13231794268113e-10	5.66158971340567e-11
108	0.99999999997451	5.0978425064738e-11	2.5489212532369e-11
109	0.999999999956348	8.73046327407937e-11	4.36523163703969e-11
110	0.999999999926104	1.47792046882584e-10	7.3896023441292e-11
111	0.999999999875112	2.4977646019063e-10	1.24888230095315e-10
112	0.999999999923154	1.53691758082736e-10	7.6845879041368e-11
113	0.999999999873296	2.53406978099561e-10	1.26703489049781e-10
114	0.99999999980998	3.80040404737034e-10	1.90020202368517e-10
115	0.999999999785125	4.29749795411135e-10	2.14874897705567e-10
116	0.99999999988526	2.29481014386404e-10	1.14740507193202e-10
117	0.999999999832525	3.34950407161588e-10	1.67475203580794e-10
118	0.999999999830796	3.38407222496988e-10	1.69203611248494e-10
119	0.999999999704437	5.91125626329169e-10	2.95562813164584e-10
120	0.999999999631318	7.37363397877925e-10	3.68681698938963e-10
121	0.999999999581436	8.37128881993285e-10	4.18564440996642e-10
122	0.99999999930973	1.3805403409939e-09	6.90270170496948e-10
123	0.999999999004286	1.99142710271015e-09	9.95713551355074e-10
124	0.999999998573788	2.85242381559748e-09	1.42621190779874e-09
125	0.999999997591123	4.81775299070026e-09	2.40887649535013e-09
126	0.9999999960848	7.8303994318157e-09	3.91519971590785e-09
127	0.9999999936916	1.26167989057512e-08	6.30839945287559e-09
128	0.999999996249724	7.50055251823844e-09	3.75027625911922e-09
129	0.999999995112129	9.77574191050576e-09	4.88787095525288e-09
130	0.999999991892736	1.62145280140043e-08	8.10726400700213e-09
131	0.99999998699809	2.60038214866635e-08	1.30019107433317e-08
132	0.999999979876621	4.02467573602851e-08	2.01233786801426e-08
133	0.99999997256157	5.48768574042616e-08	2.74384287021308e-08
134	0.999999990549236	1.89015269797705e-08	9.45076348988525e-09
135	0.999999996020269	7.95946197810208e-09	3.97973098905104e-09
136	0.999999997107307	5.78538566775428e-09	2.89269283387714e-09
137	0.999999995180605	9.6387905018661e-09	4.81939525093305e-09
138	0.999999993774715	1.24505696987903e-08	6.22528484939516e-09
139	0.99999999061553	1.87689404183907e-08	9.38447020919536e-09
140	0.999999989206542	2.15869164869415e-08	1.07934582434707e-08
141	0.999999982586703	3.48265946834275e-08	1.74132973417138e-08
142	0.99999998724444	2.55111218096486e-08	1.27555609048243e-08
143	0.99999998136875	3.7262499061719e-08	1.86312495308595e-08
144	0.999999971957828	5.60843448216643e-08	2.80421724108322e-08
145	0.999999957086393	8.58272149123168e-08	4.29136074561584e-08
146	0.99999997754836	4.49032805001546e-08	2.24516402500773e-08
147	0.999999971636991	5.67260175198395e-08	2.83630087599198e-08
148	0.99999995400814	9.19837195186268e-08	4.59918597593134e-08
149	0.99999997899454	4.20109183947475e-08	2.10054591973738e-08
150	0.999999965543731	6.89125370792905e-08	3.44562685396453e-08
151	0.999999947157871	1.05684257607325e-07	5.28421288036626e-08
152	0.999999923261632	1.5347673599724e-07	7.67383679986199e-08
153	0.999999907622582	1.84754836695086e-07	9.23774183475429e-08
154	0.999999980512652	3.89746963181884e-08	1.94873481590942e-08
155	0.999999990285422	1.94291562110897e-08	9.71457810554487e-09
156	0.999999988731916	2.25361670512024e-08	1.12680835256012e-08
157	0.999999990463688	1.90726234102551e-08	9.53631170512755e-09
158	0.999999991098881	1.78022370271536e-08	8.90111851357681e-09
159	0.999999986406888	2.71862236384705e-08	1.35931118192352e-08
160	0.999999999805762	3.88476175692462e-10	1.94238087846231e-10
161	0.999999999793566	4.12866992202528e-10	2.06433496101264e-10
162	0.9999999997909	4.18198652368252e-10	2.09099326184126e-10
163	0.999999999693228	6.13544203908139e-10	3.06772101954069e-10
164	0.999999999887136	2.25728879562656e-10	1.12864439781328e-10
165	0.99999999985756	2.84880620915076e-10	1.42440310457538e-10
166	0.999999999771997	4.56005226384837e-10	2.28002613192419e-10
167	0.999999999821274	3.57451749028478e-10	1.78725874514239e-10
168	0.999999999831744	3.36511158066143e-10	1.68255579033072e-10
169	0.999999999695825	6.08350430537615e-10	3.04175215268808e-10
170	0.99999999958821	8.23579718320632e-10	4.11789859160316e-10
171	0.99999999974077	5.184611804227e-10	2.5923059021135e-10
172	0.999999999569803	8.60393642987508e-10	4.30196821493754e-10
173	0.99999999981172	3.76561451285007e-10	1.88280725642503e-10
174	0.999999999724758	5.50483447065755e-10	2.75241723532877e-10
175	0.999999999976428	4.7143648371185e-11	2.35718241855925e-11
176	0.999999999958407	8.31860440213292e-11	4.15930220106646e-11
177	0.999999999957047	8.59068510654653e-11	4.29534255327327e-11
178	0.999999999918718	1.62564097794753e-10	8.12820488973767e-11
179	0.99999999991984	1.60319526679648e-10	8.01597633398242e-11
180	0.999999999850178	2.99644790835737e-10	1.49822395417868e-10
181	0.999999999728598	5.42804520812383e-10	2.71402260406192e-10
182	0.999999999524074	9.51851551518535e-10	4.75925775759268e-10
183	0.999999999138335	1.7233299631746e-09	8.61664981587298e-10
184	0.99999999864893	2.70213904013902e-09	1.35106952006951e-09
185	0.999999999606453	7.87093800900706e-10	3.93546900450353e-10
186	0.999999999289803	1.42039498971725e-09	7.10197494858624e-10
187	0.999999999373147	1.25370561234425e-09	6.26852806172126e-10
188	0.999999998853725	2.29255026422902e-09	1.14627513211451e-09
189	0.999999999465303	1.06939367118313e-09	5.34696835591563e-10
190	0.999999999169988	1.66002339310038e-09	8.30011696550191e-10
191	0.999999998496135	3.00773080406646e-09	1.50386540203323e-09
192	0.999999997919922	4.16015619786242e-09	2.08007809893121e-09
193	0.99999999641225	7.17550039134582e-09	3.58775019567291e-09
194	0.99999999479507	1.04098619459286e-08	5.20493097296429e-09
195	0.999999990567833	1.88643332762461e-08	9.43216663812305e-09
196	0.999999984734633	3.05307337131089e-08	1.52653668565544e-08
197	0.999999975046209	4.99075825130816e-08	2.49537912565408e-08
198	0.999999956109003	8.77819934804206e-08	4.38909967402103e-08
199	0.999999951770494	9.64590109802556e-08	4.82295054901278e-08
200	0.999999914869491	1.7026101728248e-07	8.51305086412398e-08
201	0.999999865585974	2.68828052436955e-07	1.34414026218477e-07
202	0.999999766335152	4.67329696153429e-07	2.33664848076714e-07
203	0.99999962817397	7.43652061629067e-07	3.71826030814534e-07
204	0.999999428862022	1.14227595601889e-06	5.71137978009447e-07
205	0.999999250893456	1.49821308824316e-06	7.4910654412158e-07
206	0.999998749250194	2.50149961236888e-06	1.25074980618444e-06
207	0.999998779243437	2.44151312591735e-06	1.22075656295867e-06
208	0.999998501420246	2.99715950837287e-06	1.49857975418643e-06
209	0.99999753112657	4.93774686045136e-06	2.46887343022568e-06
210	0.999996628809572	6.7423808563353e-06	3.37119042816765e-06
211	0.999994620177255	1.07596454894314e-05	5.3798227447157e-06
212	0.999997609540116	4.78091976723174e-06	2.39045988361587e-06
213	0.999995902786678	8.19442664343926e-06	4.09721332171963e-06
214	0.999996182011422	7.63597715585134e-06	3.81798857792567e-06
215	0.999994731523762	1.05369524766944e-05	5.26847623834719e-06
216	0.999991164855997	1.76702880064782e-05	8.83514400323912e-06
217	0.999988155034846	2.36899303088213e-05	1.18449651544106e-05
218	0.99999511651032	9.76697935957582e-06	4.88348967978791e-06
219	0.999992884681452	1.4230637095989e-05	7.1153185479945e-06
220	0.9999877975043	2.44049914002765e-05	1.22024957001382e-05
221	0.99998081089372	3.83782125608049e-05	1.91891062804024e-05
222	0.999985607340882	2.87853182362549e-05	1.43926591181274e-05
223	0.99998864854449	2.27029110204091e-05	1.13514555102045e-05
224	0.99998157369714	3.68526057188511e-05	1.84263028594255e-05
225	0.999974812469363	5.03750612742747e-05	2.51875306371373e-05
226	0.999958040519627	8.39189607452353e-05	4.19594803726177e-05
227	0.999932995884202	0.000134008231595509	6.70041157977544e-05
228	0.999910028536569	0.000179942926862969	8.99714634314847e-05
229	0.999922110658329	0.000155778683342157	7.78893416710785e-05
230	0.999987448291282	2.51034174359999e-05	1.2551708718e-05
231	0.999980370414606	3.92591707888221e-05	1.9629585394411e-05
232	0.9999887120239	2.25759522013679e-05	1.12879761006839e-05
233	0.999985566600296	2.88667994085315e-05	1.44333997042658e-05
234	0.999974782793579	5.04344128428871e-05	2.52172064214435e-05
235	0.999978270366593	4.34592668148963e-05	2.17296334074481e-05
236	0.9999622254281	7.55491437980808e-05	3.77745718990404e-05
237	0.99993213730468	0.000135725390638732	6.78626953193662e-05
238	0.999892043383163	0.000215913233674169	0.000107956616837084
239	0.999813389654817	0.000373220690365153	0.000186610345182576
240	0.99973496987776	0.00053006024448168	0.00026503012224084
241	0.99959896570019	0.000802068599621162	0.000401034299810581
242	0.99989202286845	0.000215954263101412	0.000107977131550706
243	0.999802637448661	0.000394725102677051	0.000197362551338525
244	0.99970709826095	0.000585803478099233	0.000292901739049616
245	0.999497463904606	0.00100507219078795	0.000502536095393973
246	0.999420228461716	0.00115954307656714	0.00057977153828357
247	0.999896959674117	0.000206080651765415	0.000103040325882708
248	0.999827080280942	0.000345839438116031	0.000172919719058015
249	0.99969450926473	0.000610981470541247	0.000305490735270624
250	0.999458596577967	0.00108280684406703	0.000541403422033514
251	0.999121128114105	0.00175774377179089	0.000878871885895446
252	0.99847530050624	0.00304939898752174	0.00152469949376087
253	0.997408564652497	0.00518287069500597	0.00259143534750298
254	0.99555283153524	0.00889433692951954	0.00444716846475977
255	0.992833617177412	0.0143327656451759	0.00716638282258797
256	0.988592431341157	0.0228151373176855	0.0114075686588427
257	0.981004941840255	0.0379901163194899	0.018995058159745
258	0.971713897585273	0.056572204829454	0.028286102414727
259	0.95507293791888	0.0898541241622388	0.0449270620811194
260	0.932177347261004	0.135645305477991	0.0678226527389955
261	0.949642559152294	0.100714881695412	0.0503574408477061
262	0.931733262500234	0.136533474999532	0.0682667374997658
263	0.918241572947821	0.163516854104358	0.0817584270521792
264	0.873079320626631	0.253841358746737	0.126920679373369
265	0.82004117207702	0.359917655845958	0.179958827922979
266	0.739267439605968	0.521465120788063	0.260732560394032
267	0.659533951050566	0.680932097898868	0.340466048949434
268	0.799481025398258	0.401037949203484	0.200518974601742
269	0.759429029650143	0.481141940699713	0.240570970349857
270	0.915457365982061	0.169085268035878	0.0845426340179391
271	0.810846391003403	0.378307217993195	0.189153608996597

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	192	0.755905511811024	NOK
5% type I error level	195	0.76771653543307	NOK
10% type I error level	198	0.779527559055118	NOK

\begin{tabular}{lllllllll}
\hline
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
Description & # significant tests & % significant tests & OK/NOK \tabularnewline
1% type I error level & 192 & 0.755905511811024 & NOK \tabularnewline
5% type I error level & 195 & 0.76771653543307 & NOK \tabularnewline
10% type I error level & 198 & 0.779527559055118 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=155773&T=6

[TABLE]
[ROW][C]Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity[/C][/ROW]
[ROW][C]Description[/C][C]# significant tests[/C][C]% significant tests[/C][C]OK/NOK[/C][/ROW]
[ROW][C]1% type I error level[/C][C]192[/C][C]0.755905511811024[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]195[/C][C]0.76771653543307[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]198[/C][C]0.779527559055118[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=155773&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=155773&T=6

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	192	0.755905511811024	NOK
5% type I error level	195	0.76771653543307	NOK
10% type I error level	198	0.779527559055118	NOK

Figure 1

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Figure 5

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Figure 6

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Figure 7

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Figure 8

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Figure 9

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Figure 10

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Parameters (Session):

par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;

Parameters (R input):

par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;

R code (references can be found in the software module):

library(lattice)
library(lmtest)
n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
par1 <- as.numeric(par1)
x <- t(y)
k <- length(x[1,])
n <- length(x[,1])
x1 <- cbind(x[,par1], x[,1:k!=par1])
mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
colnames(x1) <- mycolnames #colnames(x)[par1]
x <- x1
if (par3 == 'First Differences'){
x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
for (i in 1:n-1) {
for (j in 1:k) {
x2[i,j] <- x[i+1,j] - x[i,j]
}
}
x <- x2
}
if (par2 == 'Include Monthly Dummies'){
x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
for (i in 1:11){
x2[seq(i,n,12),i] <- 1
}
x <- cbind(x, x2)
}
if (par2 == 'Include Quarterly Dummies'){
x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
for (i in 1:3){
x2[seq(i,n,4),i] <- 1
}
x <- cbind(x, x2)
}
k <- length(x[1,])
if (par3 == 'Linear Trend'){
x <- cbind(x, c(1:n))
colnames(x)[k+1] <- 't'
}
x
k <- length(x[1,])
df <- as.data.frame(x)
(mylm <- lm(df))
(mysum <- summary(mylm))
if (n > n25) {
kp3 <- k + 3
nmkm3 <- n - k - 3
gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
numgqtests <- 0
numsignificant1 <- 0
numsignificant5 <- 0
numsignificant10 <- 0
for (mypoint in kp3:nmkm3) {
j <- 0
numgqtests <- numgqtests + 1
for (myalt in c('greater', 'two.sided', 'less')) {
j <- j + 1
gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
}
if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
}
gqarr
}
bitmap(file='test0.png')
plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
points(x[,1]-mysum$resid)
grid()
dev.off()
bitmap(file='test1.png')
plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
grid()
dev.off()
bitmap(file='test2.png')
hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
grid()
dev.off()
bitmap(file='test3.png')
densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
dev.off()
bitmap(file='test4.png')
qqnorm(mysum$resid, main='Residual Normal Q-Q Plot')
qqline(mysum$resid)
grid()
dev.off()
(myerror <- as.ts(mysum$resid))
bitmap(file='test5.png')
dum <- cbind(lag(myerror,k=1),myerror)
dum
dum1 <- dum[2:length(myerror),]
dum1
z <- as.data.frame(dum1)
z
plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
lines(lowess(z))
abline(lm(z))
grid()
dev.off()
bitmap(file='test6.png')
acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
grid()
dev.off()
bitmap(file='test7.png')
pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
grid()
dev.off()
bitmap(file='test8.png')
opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
plot(mylm, las = 1, sub='Residual Diagnostics')
par(opar)
dev.off()
if (n > n25) {
bitmap(file='test9.png')
plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
grid()
dev.off()
}
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
a<-table.row.end(a)
myeq <- colnames(x)[1]
myeq <- paste(myeq, '[t] = ', sep='')
for (i in 1:k){
if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
if (rownames(mysum$coefficients)[i] != '(Intercept)') {
myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
}
}
myeq <- paste(myeq, ' + e[t]')
a<-table.row.start(a)
a<-table.element(a, myeq)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,hyperlink('ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Variable',header=TRUE)
a<-table.element(a,'Parameter',header=TRUE)
a<-table.element(a,'S.D.',header=TRUE)
a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
a<-table.element(a,'2-tail p-value',header=TRUE)
a<-table.element(a,'1-tail p-value',header=TRUE)
a<-table.row.end(a)
for (i in 1:k){
a<-table.row.start(a)
a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
a<-table.element(a,mysum$coefficients[i,1])
a<-table.element(a, round(mysum$coefficients[i,2],6))
a<-table.element(a, round(mysum$coefficients[i,3],4))
a<-table.element(a, round(mysum$coefficients[i,4],6))
a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Multiple R',1,TRUE)
a<-table.element(a, sqrt(mysum$r.squared))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'R-squared',1,TRUE)
a<-table.element(a, mysum$r.squared)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Adjusted R-squared',1,TRUE)
a<-table.element(a, mysum$adj.r.squared)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (value)',1,TRUE)
a<-table.element(a, mysum$fstatistic[1])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
a<-table.element(a, mysum$fstatistic[2])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
a<-table.element(a, mysum$fstatistic[3])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'p-value',1,TRUE)
a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
a<-table.element(a, mysum$sigma)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
a<-table.element(a, sum(myerror*myerror))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Time or Index', 1, TRUE)
a<-table.element(a, 'Actuals', 1, TRUE)
a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
a<-table.row.end(a)
for (i in 1:n) {
a<-table.row.start(a)
a<-table.element(a,i, 1, TRUE)
a<-table.element(a,x[i])
a<-table.element(a,x[i]-mysum$resid[i])
a<-table.element(a,mysum$resid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable4.tab')
if (n > n25) {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-values',header=TRUE)
a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'breakpoint index',header=TRUE)
a<-table.element(a,'greater',header=TRUE)
a<-table.element(a,'2-sided',header=TRUE)
a<-table.element(a,'less',header=TRUE)
a<-table.row.end(a)
for (mypoint in kp3:nmkm3) {
a<-table.row.start(a)
a<-table.element(a,mypoint,header=TRUE)
a<-table.element(a,gqarr[mypoint-kp3+1,1])
a<-table.element(a,gqarr[mypoint-kp3+1,2])
a<-table.element(a,gqarr[mypoint-kp3+1,3])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable5.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Description',header=TRUE)
a<-table.element(a,'# significant tests',header=TRUE)
a<-table.element(a,'% significant tests',header=TRUE)
a<-table.element(a,'OK/NOK',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'1% type I error level',header=TRUE)
a<-table.element(a,numsignificant1)
a<-table.element(a,numsignificant1/numgqtests)
if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'5% type I error level',header=TRUE)
a<-table.element(a,numsignificant5)
a<-table.element(a,numsignificant5/numgqtests)
if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'10% type I error level',header=TRUE)
a<-table.element(a,numsignificant10)
a<-table.element(a,numsignificant10/numgqtests)
if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable6.tab')
}

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code