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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

Tue, 20 Nov 2012 11:11:33 -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/2012/Nov/20/t1353428197dw6hjogiia92irx.htm/, Retrieved Mon, 29 Apr 2024 20:18:16 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=191153, Retrieved Mon, 29 Apr 2024 20:18:16 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

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

-     [Multiple Regression] [time in RFC] [2012-11-19 10:03:42] [57fcaae991493f873bcb4ee93ca06ef0]
- R PD    [Multiple Regression] [months] [2012-11-20 16:11:33] [d41d8cd98f00b204e9800998ecf8427e] [Current]
-   P       [Multiple Regression] [months] [2012-11-20 16:35:26] [57fcaae991493f873bcb4ee93ca06ef0] 
- RMPD      [Bivariate Kernel Density Estimation] [Biavriate kernel ...] [2012-11-20 16:53:51] [57fcaae991493f873bcb4ee93ca06ef0] 
- RMPD      [Pearson Correlation] [Pearson correlation] [2012-11-20 17:05:59] [57fcaae991493f873bcb4ee93ca06ef0] 

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Dataseries X:

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Histogram

Boxplots

9	1418	210907	56	396	81	3	79	30	115	94	112285	24188	146283	144	145
9	869	120982	56	297	55	4	58	28	109	103	84786	18273	98364	103	101
9	1530	176508	54	559	50	12	60	38	146	93	83123	14130	86146	98	98
9	2172	179321	89	967	125	2	108	30	116	103	101193	32287	96933	135	132
9	901	123185	40	270	40	1	49	22	68	51	38361	8654	79234	61	60
9	463	52746	25	143	37	3	0	26	101	70	68504	9245	42551	39	38
9	3201	385534	92	1562	63	0	121	25	96	91	119182	33251	195663	150	144
9	371	33170	18	109	44	0	1	18	67	22	22807	1271	6853	5	5
9	1192	101645	63	371	88	0	20	11	44	38	17140	5279	21529	28	28
9	1583	149061	44	656	66	5	43	26	100	93	116174	27101	95757	84	84
9	1439	165446	33	511	57	0	69	25	93	60	57635	16373	85584	80	79
9	1764	237213	84	655	74	0	78	38	140	123	66198	19716	143983	130	127
9	1495	173326	88	465	49	7	86	44	166	148	71701	17753	75851	82	78
9	1373	133131	55	525	52	7	44	30	99	90	57793	9028	59238	60	60
9	2187	258873	60	885	88	3	104	40	139	124	80444	18653	93163	131	131
9	1491	180083	66	497	36	9	63	34	130	70	53855	8828	96037	84	84
9	4041	324799	154	1436	108	0	158	47	181	168	97668	29498	151511	140	133
9	1706	230964	53	612	43	4	102	30	116	115	133824	27563	136368	151	150
9	2152	236785	119	865	75	3	77	31	116	71	101481	18293	112642	91	91
9	1036	135473	41	385	32	0	82	23	88	66	99645	22530	94728	138	132
9	1882	202925	61	567	44	7	115	36	139	134	114789	15977	105499	150	136
9	1929	215147	58	639	85	0	101	36	135	117	99052	35082	121527	124	124
9	2242	344297	75	963	86	1	80	30	108	108	67654	16116	127766	119	118
9	1220	153935	33	398	56	5	50	25	89	84	65553	15849	98958	73	70
9	1289	132943	40	410	50	7	83	39	156	156	97500	16026	77900	110	107
9	2515	174724	92	966	135	0	123	34	129	120	69112	26569	85646	123	119
9	2147	174415	100	801	63	0	73	31	118	114	82753	24785	98579	90	89
9	2352	225548	112	892	81	5	81	31	118	94	85323	17569	130767	116	112
9	1638	223632	73	513	52	0	105	33	125	120	72654	23825	131741	113	108
9	1222	124817	40	469	44	0	47	25	95	81	30727	7869	53907	56	52
9	1812	221698	45	683	113	0	105	33	126	110	77873	14975	178812	115	112
9	1677	210767	60	643	39	3	94	35	135	133	117478	37791	146761	119	116
9	1579	170266	62	535	73	4	44	42	154	122	74007	9605	82036	129	123
9	1731	260561	75	625	48	1	114	43	165	158	90183	27295	163253	127	125
9	807	84853	31	264	33	4	38	30	113	109	61542	2746	27032	27	27
9	2452	294424	77	992	59	2	107	33	127	124	101494	34461	171975	175	162
9	829	101011	34	238	41	0	30	13	52	39	27570	8098	65990	35	32
9	1940	215641	46	818	69	0	71	32	121	92	55813	4787	86572	64	64
9	2662	325107	99	937	64	0	84	36	136	126	79215	24919	159676	96	92
9	186	7176	17	70	1	0	0	0	0	0	1423	603	1929	0	0
9	1499	167542	66	507	59	2	59	28	108	70	55461	16329	85371	84	83
9	865	106408	30	260	32	1	33	14	46	37	31081	12558	58391	41	41
9	1793	96560	76	503	129	0	42	17	54	38	22996	7784	31580	47	47
9	2527	265769	146	927	37	2	96	32	124	120	83122	28522	136815	126	120
9	2747	269651	67	1269	31	10	106	30	115	93	70106	22265	120642	105	105
9	1324	149112	56	537	65	6	56	35	128	95	60578	14459	69107	80	79
9	2702	175824	107	910	107	0	57	20	80	77	39992	14526	50495	70	65
9	1383	152871	58	532	74	5	59	28	97	90	79892	22240	108016	73	70
9	1179	111665	34	345	54	4	39	28	104	80	49810	11802	46341	57	55
9	2099	116408	61	918	76	1	34	39	59	31	71570	7623	78348	40	39
9	4308	362301	119	1635	715	2	76	34	125	110	100708	11912	79336	68	67
9	918	78800	42	330	57	2	20	26	82	66	33032	7935	56968	21	21
9	1831	183167	66	557	66	0	91	39	149	138	82875	18220	93176	127	127
9	3373	277965	89	1178	106	8	115	39	149	133	139077	19199	161632	154	152
9	1713	150629	44	740	54	3	85	33	122	113	71595	19918	87850	116	113
9	1438	168809	66	452	32	0	76	28	118	100	72260	21884	127969	102	99
9	496	24188	24	218	20	0	8	4	12	7	5950	2694	15049	7	7
9	2253	329267	259	764	71	8	79	39	144	140	115762	15808	155135	148	141
9	744	65029	17	255	21	5	21	18	67	61	32551	3597	25109	21	21
9	1161	101097	64	454	70	3	30	14	52	41	31701	5296	45824	35	35
9	2352	218946	41	866	112	1	76	29	108	96	80670	25239	102996	112	109
9	2144	244052	68	574	66	5	101	44	166	164	143558	29801	160604	137	133
9	4691	341570	168	1276	190	1	94	21	80	78	117105	18450	158051	135	123
9	1112	103597	43	379	66	1	27	16	60	49	23789	7132	44547	26	26
9	2694	233328	132	825	165	5	92	28	107	102	120733	34861	162647	230	230
9	1973	256462	105	798	56	0	123	35	127	124	105195	35940	174141	181	166
9	1769	206161	71	663	61	12	75	28	107	99	73107	16688	60622	71	68
9	3148	311473	112	1069	53	8	128	38	146	129	132068	24683	179566	147	147
9	2474	235800	94	921	127	8	105	23	84	62	149193	46230	184301	190	179
9	2084	177939	82	858	63	8	55	36	141	73	46821	10387	75661	64	61
9	1954	207176	70	711	38	8	56	32	123	114	87011	21436	96144	105	101
9	1226	196553	57	503	50	2	41	29	111	99	95260	30546	129847	107	108
9	1389	174184	53	382	52	0	72	25	98	70	55183	19746	117286	94	90
9	1496	143246	103	464	42	5	67	27	105	104	106671	15977	71180	116	114
9	2269	187559	121	717	76	8	75	36	135	116	73511	22583	109377	106	103
9	1833	187681	62	690	67	2	114	28	107	91	92945	17274	85298	143	142
9	1268	119016	52	462	50	5	118	23	85	74	78664	16469	73631	81	79
9	1943	182192	52	657	53	12	77	40	155	138	70054	14251	86767	89	88
9	893	73566	32	385	39	6	22	23	88	67	22618	3007	23824	26	25
9	1762	194979	62	577	50	7	66	40	155	151	74011	16851	93487	84	83
9	1403	167488	45	619	77	2	69	28	104	72	83737	21113	82981	113	113
9	1425	143756	46	479	57	0	105	34	132	120	69094	17401	73815	120	118
9	1857	275541	63	817	73	4	116	33	127	115	93133	23958	94552	110	110
9	1840	243199	75	752	34	3	88	28	108	105	95536	23567	132190	134	129
9	1502	182999	88	430	39	6	73	34	129	104	225920	13065	128754	54	51
9	1441	135649	46	451	46	2	99	30	116	108	62133	15358	66363	96	93
9	1420	152299	53	537	63	0	62	33	122	98	61370	14587	67808	78	76
9	1416	120221	37	519	35	1	53	22	85	69	43836	12770	61724	51	49
9	2970	346485	90	1000	106	0	118	38	147	111	106117	24021	131722	121	118
10	1317	145790	63	637	43	5	30	26	99	99	38692	9648	68580	38	38
10	1644	193339	78	465	47	2	100	35	87	71	84651	20537	106175	145	141
10	870	80953	25	437	31	0	49	8	28	27	56622	7905	55792	59	58
10	1654	122774	45	711	162	0	24	24	90	69	15986	4527	25157	27	27
10	1054	130585	46	299	57	5	67	29	109	107	95364	30495	76669	91	91
10	937	112611	41	248	36	0	46	20	78	73	26706	7117	57283	48	48
10	3004	286468	144	1162	263	1	57	29	111	107	89691	17719	105805	68	63
10	2008	241066	82	714	78	0	75	45	158	93	67267	27056	129484	58	56
10	2547	148446	91	905	63	1	135	37	141	129	126846	33473	72413	150	144
10	1885	204713	71	649	54	1	68	33	122	69	41140	9758	87831	74	73
10	1626	182079	63	512	63	2	124	33	124	118	102860	21115	96971	181	168
10	1468	140344	53	472	77	6	33	25	93	73	51715	7236	71299	65	64
10	2445	220516	62	905	79	1	98	32	124	119	55801	13790	77494	97	97
10	1964	243060	63	786	110	4	58	29	112	104	111813	32902	120336	121	117
10	1381	162765	32	489	56	2	68	28	108	107	120293	25131	93913	99	100
10	1369	182613	39	479	56	3	81	28	99	99	138599	30910	136048	152	149
10	1659	232138	62	617	43	0	131	31	117	90	161647	35947	181248	188	187
10	2888	265318	117	925	111	10	110	52	199	197	115929	29848	146123	138	127
10	1290	85574	34	351	71	0	37	21	78	36	24266	6943	32036	40	37
10	2845	310839	92	1144	62	9	130	24	91	85	162901	42705	186646	254	245
10	1982	225060	93	669	56	7	93	41	158	139	109825	31808	102255	87	87
10	1904	232317	54	707	74	0	118	33	126	106	129838	26675	168237	178	177
10	1391	144966	144	458	60	0	39	32	122	50	37510	8435	64219	51	49
10	602	43287	14	214	43	4	13	19	71	64	43750	7409	19630	49	49
10	1743	155754	61	599	68	4	74	20	75	31	40652	14993	76825	73	73
10	1559	164709	109	572	53	0	81	31	115	63	87771	36867	115338	176	177
10	2014	201940	38	897	87	0	109	31	119	92	85872	33835	109427	94	94
10	2143	235454	73	819	46	0	151	32	124	106	89275	24164	118168	120	117
10	2146	220801	75	720	105	1	51	18	72	63	44418	12607	84845	66	60
10	874	99466	50	273	32	0	28	23	91	69	192565	22609	153197	56	55
10	1590	92661	61	508	133	1	40	17	45	41	35232	5892	29877	39	39
10	1590	133328	55	506	79	0	56	20	78	56	40909	17014	63506	66	64
10	1210	61361	77	451	51	0	27	12	39	25	13294	5394	22445	27	26
10	2072	125930	75	699	207	4	37	17	68	65	32387	9178	47695	65	64
10	1281	100750	72	407	67	0	83	30	119	93	140867	6440	68370	58	58
10	1401	224549	50	465	47	4	54	31	117	114	120662	21916	146304	98	95
10	834	82316	32	245	34	4	27	10	39	38	21233	4011	38233	25	25
10	1105	102010	53	370	66	3	28	13	50	44	44332	5818	42071	26	26
10	1272	101523	42	316	76	0	59	22	88	87	61056	18647	50517	77	76
10	1944	243511	71	603	65	0	133	42	155	110	101338	20556	103950	130	129
10	391	22938	10	154	9	0	12	1	0	0	1168	238	5841	11	11
10	761	41566	35	229	42	5	0	9	36	27	13497	70	2341	2	2
10	1605	152474	65	577	45	0	106	32	123	83	65567	22392	84396	101	101
10	530	61857	25	192	25	4	23	11	32	30	25162	3913	24610	31	28
10	1988	99923	66	617	115	0	44	25	99	80	32334	12237	35753	36	36
10	1386	132487	41	411	97	0	71	36	136	98	40735	8388	55515	120	89
10	2395	317394	86	975	53	1	116	31	117	82	91413	22120	209056	195	193
10	387	21054	16	146	2	0	4	0	0	0	855	338	6622	4	4
10	1742	209641	42	705	52	5	62	24	88	60	97068	11727	115814	89	84
10	620	22648	19	184	44	0	12	13	39	28	44339	3704	11609	24	23
10	449	31414	19	200	22	0	18	8	25	9	14116	3988	13155	39	39
10	800	46698	45	274	35	0	14	13	52	33	10288	3030	18274	14	14
10	1684	131698	65	502	74	0	60	19	75	59	65622	13520	72875	78	78
10	1050	91735	35	382	103	0	7	18	71	49	16563	1421	10112	15	14
10	2699	244749	95	964	144	2	98	33	124	115	76643	20923	142775	106	101
10	1606	184510	49	537	60	7	64	40	151	140	110681	20237	68847	83	82
10	1502	79863	37	438	134	1	29	22	71	49	29011	3219	17659	24	24
10	1204	128423	64	369	89	8	32	38	145	120	92696	3769	20112	37	36
10	1138	97839	38	417	42	2	25	24	87	66	94785	12252	61023	77	75
10	568	38214	34	276	52	0	16	8	27	21	8773	1888	13983	16	16
10	1459	151101	32	514	98	2	48	35	131	124	83209	14497	65176	56	55
10	2158	272458	65	822	99	0	100	43	162	152	93815	28864	132432	132	131
10	1111	172494	52	389	52	0	46	43	165	139	86687	21721	112494	144	131
10	1421	108043	62	466	29	1	45	14	54	38	34553	4821	45109	40	39
10	2833	328107	65	1255	125	3	129	41	159	144	105547	33644	170875	153	144
10	1955	250579	83	694	106	0	130	38	147	120	103487	15923	180759	143	139
10	2922	351067	95	1024	95	3	136	45	170	160	213688	42935	214921	220	211
10	1002	158015	29	400	40	0	59	31	119	114	71220	18864	100226	79	78
10	1060	98866	18	397	140	0	25	13	49	39	23517	4977	32043	50	50
10	956	85439	33	350	43	0	32	28	104	78	56926	7785	54454	39	39
10	2186	229242	247	719	128	4	63	31	120	119	91721	17939	78876	95	90
10	3604	351619	139	1277	142	4	95	40	150	141	115168	23436	170745	169	166
10	1035	84207	29	356	73	11	14	30	112	101	111194	325	6940	12	12
10	1417	120445	118	457	72	0	36	16	59	56	51009	13539	49025	63	57
10	3261	324598	110	1402	128	0	113	37	136	133	135777	34538	122037	134	133
10	1587	131069	67	600	61	4	47	30	107	83	51513	12198	53782	69	69
10	1424	204271	42	480	73	0	92	35	130	116	74163	26924	127748	119	119
10	1701	165543	65	595	148	1	70	32	115	90	51633	12716	86839	119	119
10	1249	141722	94	436	64	0	19	27	107	36	75345	8172	44830	75	65
10	946	116048	64	230	45	0	50	20	75	50	33416	10855	77395	63	61
10	1926	250047	81	651	58	0	41	18	71	61	83305	11932	89324	55	49
10	3352	299775	95	1367	97	9	91	31	120	97	98952	14300	103300	103	101
10	1641	195838	67	564	50	1	111	31	116	98	102372	25515	112283	197	196
10	2035	173260	63	716	37	3	41	21	79	78	37238	2805	10901	16	15
10	2312	254488	83	747	50	10	120	39	150	117	103772	29402	120691	140	136
10	1369	104389	45	467	105	5	135	41	156	148	123969	16440	58106	89	89
10	1577	136084	30	671	69	0	27	13	51	41	27142	11221	57140	40	40
10	2201	199476	70	861	46	2	87	32	118	105	135400	28732	122422	125	123
10	961	92499	32	319	57	0	25	18	71	55	21399	5250	25899	21	21
10	1900	224330	83	612	52	1	131	39	144	132	130115	28608	139296	167	163
10	1254	135781	31	433	98	2	45	14	47	44	24874	8092	52678	32	29
10	1335	74408	67	434	61	4	29	7	28	21	34988	4473	23853	36	35
10	1597	81240	66	503	89	0	58	17	68	50	45549	1572	17306	13	13
10	207	14688	10	85	0	0	4	0	0	0	6023	2065	7953	5	5
10	1645	181633	70	564	48	2	47	30	110	73	64466	14817	89455	96	96
10	2429	271856	103	824	91	1	109	37	147	86	54990	16714	147866	151	151
10	151	7199	5	74	0	0	7	0	0	0	1644	556	4245	6	6
10	474	46660	20	259	7	0	12	5	15	13	6179	2089	21509	13	13
10	141	17547	5	69	3	0	0	1	4	4	3926	2658	7670	3	3
10	1639	133368	36	535	54	1	37	16	64	57	32755	10695	66675	57	56
10	872	95227	34	239	70	0	37	32	111	48	34777	1669	14336	23	23
10	1318	152601	48	438	36	2	46	24	85	46	73224	16267	53608	61	57
10	1018	98146	40	459	37	0	15	17	68	48	27114	7768	30059	21	14
10	1383	79619	43	426	123	3	42	11	40	32	20760	7252	29668	43	43
10	1314	59194	31	288	247	6	7	24	80	68	37636	6387	22097	20	20
10	1335	139942	42	498	46	0	54	22	88	87	65461	18715	96841	82	72
11	1403	118612	46	454	72	2	54	12	48	43	30080	7936	41907	90	87
11	910	72880	33	376	41	0	14	19	76	67	24094	8643	27080	25	21
11	616	65475	18	225	24	2	16	13	51	46	69008	7294	35885	60	56
11	1407	99643	55	555	45	1	33	17	67	46	54968	4570	41247	61	59
11	771	71965	35	252	33	1	32	15	59	56	46090	7185	28313	85	82
11	766	77272	59	208	27	2	21	16	61	48	27507	10058	36845	43	43
11	473	49289	19	130	36	1	15	24	76	44	10672	2342	16548	25	25
11	1376	135131	66	481	87	0	38	15	60	60	34029	8509	36134	41	38
11	1232	108446	60	389	90	1	22	17	68	65	46300	13275	55764	26	25
11	1521	89746	36	565	114	3	28	18	71	55	24760	6816	28910	38	38
11	572	44296	25	173	31	0	10	20	76	38	18779	1930	13339	12	12
11	1059	77648	47	278	45	0	31	16	62	52	21280	8086	25319	29	29
11	1544	181528	54	609	69	0	32	16	61	60	40662	10737	66956	49	47
11	1230	134019	53	422	51	0	32	18	67	54	28987	8033	47487	46	45
11	1206	124064	40	445	34	1	43	22	88	86	22827	7058	52785	41	40
11	1205	92630	40	387	60	4	27	8	30	24	18513	6782	44683	31	30
11	1255	121848	39	339	45	0	37	17	64	52	30594	5401	35619	41	41
11	613	52915	14	181	54	0	20	18	68	49	24006	6521	21920	26	25
11	721	81872	45	245	25	0	32	16	64	61	27913	10856	45608	23	23
11	1109	58981	36	384	38	7	0	23	91	61	42744	2154	7721	14	14
11	740	53515	28	212	52	2	5	22	88	81	12934	6117	20634	16	16
11	1126	60812	44	399	67	0	26	13	52	43	22574	5238	29788	25	26
11	728	56375	30	229	74	7	10	13	49	40	41385	4820	31931	21	21
11	689	65490	22	224	38	3	27	16	62	40	18653	5615	37754	32	27
11	592	80949	17	203	30	0	11	16	61	56	18472	4272	32505	9	9
11	995	76302	31	333	26	0	29	20	76	68	30976	8702	40557	35	33
11	1613	104011	55	384	67	6	25	22	88	79	63339	15340	94238	42	42
11	2048	98104	54	636	132	2	55	17	66	47	25568	8030	44197	68	68
11	705	67989	21	185	42	0	23	18	71	57	33747	9526	43228	32	32
11	301	30989	14	93	35	0	5	17	68	41	4154	1278	4103	6	6
11	1803	135458	81	581	118	3	43	12	48	29	19474	4236	44144	68	67
11	799	73504	35	248	68	0	23	7	25	3	35130	3023	32868	33	33
11	861	63123	43	304	43	1	34	17	68	60	39067	7196	27640	84	77
11	1186	61254	46	344	76	1	36	14	41	30	13310	3394	14063	46	46
11	1451	74914	30	407	64	0	35	23	90	79	65892	6371	28990	30	30
11	628	31774	23	170	48	1	0	17	66	47	4143	1574	4694	0	0
11	1161	81437	38	312	64	0	37	14	54	40	28579	9620	42648	36	36
11	1463	87186	54	507	56	0	28	15	59	48	51776	6978	64329	47	46
11	742	50090	20	224	71	0	16	17	60	36	21152	4911	21928	20	18
11	979	65745	53	340	75	0	26	21	77	42	38084	8645	25836	50	48
11	675	56653	45	168	39	0	38	18	68	49	27717	8987	22779	30	29
11	1241	158399	39	443	42	0	23	18	72	57	32928	5544	40820	30	28
11	676	46455	20	204	39	0	22	17	67	12	11342	3083	27530	34	34
11	1049	73624	24	367	93	0	30	17	64	40	19499	6909	32378	33	33
11	620	38395	31	210	38	0	16	16	63	43	16380	3189	10824	34	34
11	1081	91899	35	335	60	0	18	15	59	33	36874	6745	39613	37	33
11	1688	139526	151	364	71	0	28	21	84	77	48259	16724	60865	83	80
11	736	52164	52	178	52	0	32	16	64	43	16734	4850	19787	32	32
11	617	51567	30	206	27	2	21	14	56	45	28207	7025	20107	30	30
11	812	70551	31	279	59	0	23	15	54	47	30143	6047	36605	43	41
11	1051	84856	29	387	40	1	29	17	67	43	41369	7377	40961	41	41
11	1656	102538	57	490	79	1	50	15	58	45	45833	9078	48231	51	51
11	705	86678	40	238	44	0	12	15	59	50	29156	4605	39725	19	18
11	945	85709	44	343	65	0	21	10	40	35	35944	3238	21455	37	34
11	554	34662	25	232	10	0	18	6	22	7	36278	8100	23430	33	31
11	1597	150580	77	530	124	0	27	22	83	71	45588	9653	62991	41	39
11	982	99611	35	291	81	0	41	21	81	67	45097	8914	49363	54	54
11	222	19349	11	67	15	0	13	1	2	0	3895	786	9604	14	14
11	1212	99373	63	397	92	1	12	18	72	62	28394	6700	24552	25	24
11	1143	86230	44	467	42	0	21	17	61	54	18632	5788	31493	25	24
11	435	30837	19	178	10	0	8	4	15	4	2325	593	3439	8	8
11	532	31706	13	175	24	0	26	10	32	25	25139	4506	19555	26	26
11	882	89806	42	299	64	0	27	16	62	40	27975	6382	21228	20	19
11	608	62088	38	154	45	1	13	16	58	38	14483	5621	23177	11	11
11	459	40151	29	106	22	0	16	9	36	19	13127	3997	22094	14	14
11	578	27634	20	189	56	0	2	16	59	17	5839	520	2342	3	1
11	826	76990	27	194	94	0	42	17	68	67	24069	8891	38798	40	39
11	509	37460	20	135	19	0	5	7	21	14	3738	999	3255	5	5
11	717	54157	19	201	35	0	37	15	55	30	18625	7067	24261	38	37
11	637	49862	37	207	32	0	17	14	54	54	36341	4639	18511	32	32
11	857	84337	26	280	35	0	38	14	55	35	24548	5654	40798	41	38
11	830	64175	42	260	48	0	37	18	72	59	21792	6928	28893	46	47
11	652	59382	49	227	49	0	29	12	41	24	26263	1514	21425	47	47
11	707	119308	30	239	48	0	32	16	61	58	23686	9238	50276	37	37
11	954	76702	49	333	62	0	35	21	67	42	49303	8204	37643	51	51
11	1461	103425	67	428	96	1	17	19	76	46	25659	5926	30377	49	45
11	672	70344	28	230	45	0	20	16	64	61	28904	5785	27126	21	21
11	778	43410	19	292	63	0	7	1	3	3	2781	4	13	1	1
11	1141	104838	49	350	71	1	46	16	63	52	29236	5930	42097	44	42
11	680	62215	27	186	26	0	24	10	40	25	19546	3710	24451	26	26
11	1090	69304	30	326	48	6	40	19	69	40	22818	705	14335	21	21
11	616	53117	22	155	29	3	3	12	48	32	32689	443	5084	4	4
11	285	19764	12	75	19	1	10	2	8	4	5752	2416	9927	10	10
11	1145	86680	31	361	45	2	37	14	52	49	22197	7747	43527	43	43
11	733	84105	20	261	45	0	17	17	66	63	20055	5432	27184	34	34
11	888	77945	20	299	67	0	28	19	76	67	25272	4913	21610	32	31
11	849	89113	39	300	30	0	19	14	43	32	82206	2650	20484	20	19
11	1182	91005	29	450	36	3	29	11	39	23	32073	2370	20156	34	34
11	528	40248	16	183	34	1	8	4	14	7	5444	775	6012	6	6
11	642	64187	27	238	36	0	10	16	61	54	20154	5576	18475	12	11
11	947	50857	21	165	34	0	15	20	71	37	36944	1352	12645	24	24
11	819	56613	19	234	37	1	15	12	44	35	8019	3080	11017	16	16
11	757	62792	35	176	46	0	28	15	60	51	30884	10205	37623	72	72
11	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	23 seconds
R Server	'Gertrude Mary Cox' @ cox.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 & 23 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.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=191153&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]23 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gertrude Mary Cox' @ cox.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=191153&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191153&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	23 seconds
R Server	'Gertrude Mary Cox' @ cox.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] = -277.746539492331 + 34.6832488366038months[t] + 0.000322414236964143time_in_rfc[t] + 3.24252518505429logins[t] + 1.77251783025714compendium_views_info[t] + 1.49665312176931compendium_views_pr[t] + 7.67447135423653shared_compendiums[t] + 2.38864180940119blogged_computations[t] -2.45791562756514compendiums_reviewed[t] + 0.68631828436802feedback_messages_p1[t] + 0.400282576718856feedback_messages_p120[t] -1.21216178815042e-05totsize[t] -0.00416718638661735totrevisions[t] + 0.000641976355320181totseconds[t] + 3.36679156936434tothyperlinks[t] -3.6270575330294`totblogs\r`[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
pageviews[t] =  -277.746539492331 +  34.6832488366038months[t] +  0.000322414236964143time_in_rfc[t] +  3.24252518505429logins[t] +  1.77251783025714compendium_views_info[t] +  1.49665312176931compendium_views_pr[t] +  7.67447135423653shared_compendiums[t] +  2.38864180940119blogged_computations[t] -2.45791562756514compendiums_reviewed[t] +  0.68631828436802feedback_messages_p1[t] +  0.400282576718856feedback_messages_p120[t] -1.21216178815042e-05totsize[t] -0.00416718638661735totrevisions[t] +  0.000641976355320181totseconds[t] +  3.36679156936434tothyperlinks[t] -3.6270575330294`totblogs\r`[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191153&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]pageviews[t] =  -277.746539492331 +  34.6832488366038months[t] +  0.000322414236964143time_in_rfc[t] +  3.24252518505429logins[t] +  1.77251783025714compendium_views_info[t] +  1.49665312176931compendium_views_pr[t] +  7.67447135423653shared_compendiums[t] +  2.38864180940119blogged_computations[t] -2.45791562756514compendiums_reviewed[t] +  0.68631828436802feedback_messages_p1[t] +  0.400282576718856feedback_messages_p120[t] -1.21216178815042e-05totsize[t] -0.00416718638661735totrevisions[t] +  0.000641976355320181totseconds[t] +  3.36679156936434tothyperlinks[t] -3.6270575330294`totblogs\r`[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191153&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191153&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] = -277.746539492331 + 34.6832488366038months[t] + 0.000322414236964143time_in_rfc[t] + 3.24252518505429logins[t] + 1.77251783025714compendium_views_info[t] + 1.49665312176931compendium_views_pr[t] + 7.67447135423653shared_compendiums[t] + 2.38864180940119blogged_computations[t] -2.45791562756514compendiums_reviewed[t] + 0.68631828436802feedback_messages_p1[t] + 0.400282576718856feedback_messages_p120[t] -1.21216178815042e-05totsize[t] -0.00416718638661735totrevisions[t] + 0.000641976355320181totseconds[t] + 3.36679156936434tothyperlinks[t] -3.6270575330294`totblogs\r`[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)	-277.746539492331	166.67942	-1.6664	0.09679	0.048395
months	34.6832488366038	15.169606	2.2864	0.022999	0.011499
time_in_rfc	0.000322414236964143	0.000447	0.7206	0.471766	0.235883
logins	3.24252518505429	0.414838	7.8164	0	0
compendium_views_info	1.77251783025714	0.08804	20.1332	0	0
compendium_views_pr	1.49665312176931	0.228219	6.558	0	0
shared_compendiums	7.67447135423653	4.14996	1.8493	0.065497	0.032749
blogged_computations	2.38864180940119	0.668622	3.5725	0.000418	0.000209
compendiums_reviewed	-2.45791562756514	5.202106	-0.4725	0.636958	0.318479
feedback_messages_p1	0.68631828436802	1.569864	0.4372	0.662324	0.331162
feedback_messages_p120	0.400282576718856	0.775135	0.5164	0.605991	0.302995
totsize	-1.21216178815042e-05	0.000482	-0.0252	0.979952	0.489976
totrevisions	-0.00416718638661735	0.002376	-1.7539	0.080565	0.040282
totseconds	0.000641976355320181	0.000657	0.9775	0.329168	0.164584
tothyperlinks	3.36679156936434	3.230937	1.042	0.298311	0.149156
`totblogs\r`	-3.6270575330294	3.348122	-1.0833	0.279626	0.139813

\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) & -277.746539492331 & 166.67942 & -1.6664 & 0.09679 & 0.048395 \tabularnewline
months & 34.6832488366038 & 15.169606 & 2.2864 & 0.022999 & 0.011499 \tabularnewline
time_in_rfc & 0.000322414236964143 & 0.000447 & 0.7206 & 0.471766 & 0.235883 \tabularnewline
logins & 3.24252518505429 & 0.414838 & 7.8164 & 0 & 0 \tabularnewline
compendium_views_info & 1.77251783025714 & 0.08804 & 20.1332 & 0 & 0 \tabularnewline
compendium_views_pr & 1.49665312176931 & 0.228219 & 6.558 & 0 & 0 \tabularnewline
shared_compendiums & 7.67447135423653 & 4.14996 & 1.8493 & 0.065497 & 0.032749 \tabularnewline
blogged_computations & 2.38864180940119 & 0.668622 & 3.5725 & 0.000418 & 0.000209 \tabularnewline
compendiums_reviewed & -2.45791562756514 & 5.202106 & -0.4725 & 0.636958 & 0.318479 \tabularnewline
feedback_messages_p1 & 0.68631828436802 & 1.569864 & 0.4372 & 0.662324 & 0.331162 \tabularnewline
feedback_messages_p120 & 0.400282576718856 & 0.775135 & 0.5164 & 0.605991 & 0.302995 \tabularnewline
totsize & -1.21216178815042e-05 & 0.000482 & -0.0252 & 0.979952 & 0.489976 \tabularnewline
totrevisions & -0.00416718638661735 & 0.002376 & -1.7539 & 0.080565 & 0.040282 \tabularnewline
totseconds & 0.000641976355320181 & 0.000657 & 0.9775 & 0.329168 & 0.164584 \tabularnewline
tothyperlinks & 3.36679156936434 & 3.230937 & 1.042 & 0.298311 & 0.149156 \tabularnewline
`totblogs\r` & -3.6270575330294 & 3.348122 & -1.0833 & 0.279626 & 0.139813 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191153&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]-277.746539492331[/C][C]166.67942[/C][C]-1.6664[/C][C]0.09679[/C][C]0.048395[/C][/ROW]
[ROW][C]months[/C][C]34.6832488366038[/C][C]15.169606[/C][C]2.2864[/C][C]0.022999[/C][C]0.011499[/C][/ROW]
[ROW][C]time_in_rfc[/C][C]0.000322414236964143[/C][C]0.000447[/C][C]0.7206[/C][C]0.471766[/C][C]0.235883[/C][/ROW]
[ROW][C]logins[/C][C]3.24252518505429[/C][C]0.414838[/C][C]7.8164[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]compendium_views_info[/C][C]1.77251783025714[/C][C]0.08804[/C][C]20.1332[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]compendium_views_pr[/C][C]1.49665312176931[/C][C]0.228219[/C][C]6.558[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]shared_compendiums[/C][C]7.67447135423653[/C][C]4.14996[/C][C]1.8493[/C][C]0.065497[/C][C]0.032749[/C][/ROW]
[ROW][C]blogged_computations[/C][C]2.38864180940119[/C][C]0.668622[/C][C]3.5725[/C][C]0.000418[/C][C]0.000209[/C][/ROW]
[ROW][C]compendiums_reviewed[/C][C]-2.45791562756514[/C][C]5.202106[/C][C]-0.4725[/C][C]0.636958[/C][C]0.318479[/C][/ROW]
[ROW][C]feedback_messages_p1[/C][C]0.68631828436802[/C][C]1.569864[/C][C]0.4372[/C][C]0.662324[/C][C]0.331162[/C][/ROW]
[ROW][C]feedback_messages_p120[/C][C]0.400282576718856[/C][C]0.775135[/C][C]0.5164[/C][C]0.605991[/C][C]0.302995[/C][/ROW]
[ROW][C]totsize[/C][C]-1.21216178815042e-05[/C][C]0.000482[/C][C]-0.0252[/C][C]0.979952[/C][C]0.489976[/C][/ROW]
[ROW][C]totrevisions[/C][C]-0.00416718638661735[/C][C]0.002376[/C][C]-1.7539[/C][C]0.080565[/C][C]0.040282[/C][/ROW]
[ROW][C]totseconds[/C][C]0.000641976355320181[/C][C]0.000657[/C][C]0.9775[/C][C]0.329168[/C][C]0.164584[/C][/ROW]
[ROW][C]tothyperlinks[/C][C]3.36679156936434[/C][C]3.230937[/C][C]1.042[/C][C]0.298311[/C][C]0.149156[/C][/ROW]
[ROW][C]`totblogs\r`[/C][C]-3.6270575330294[/C][C]3.348122[/C][C]-1.0833[/C][C]0.279626[/C][C]0.139813[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191153&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191153&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)	-277.746539492331	166.67942	-1.6664	0.09679	0.048395
months	34.6832488366038	15.169606	2.2864	0.022999	0.011499
time_in_rfc	0.000322414236964143	0.000447	0.7206	0.471766	0.235883
logins	3.24252518505429	0.414838	7.8164	0	0
compendium_views_info	1.77251783025714	0.08804	20.1332	0	0
compendium_views_pr	1.49665312176931	0.228219	6.558	0	0
shared_compendiums	7.67447135423653	4.14996	1.8493	0.065497	0.032749
blogged_computations	2.38864180940119	0.668622	3.5725	0.000418	0.000209
compendiums_reviewed	-2.45791562756514	5.202106	-0.4725	0.636958	0.318479
feedback_messages_p1	0.68631828436802	1.569864	0.4372	0.662324	0.331162
feedback_messages_p120	0.400282576718856	0.775135	0.5164	0.605991	0.302995
totsize	-1.21216178815042e-05	0.000482	-0.0252	0.979952	0.489976
totrevisions	-0.00416718638661735	0.002376	-1.7539	0.080565	0.040282
totseconds	0.000641976355320181	0.000657	0.9775	0.329168	0.164584
tothyperlinks	3.36679156936434	3.230937	1.042	0.298311	0.149156
`totblogs\r`	-3.6270575330294	3.348122	-1.0833	0.279626	0.139813

Multiple Linear Regression - Regression Statistics
Multiple R	0.977465873310152
R-squared	0.955439533485978
Adjusted R-squared	0.952991156204987
F-TEST (value)	390.233785007002
F-TEST (DF numerator)	15
F-TEST (DF denominator)	273
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	159.61854645276
Sum Squared Residuals	6955515.94147188

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.977465873310152 \tabularnewline
R-squared & 0.955439533485978 \tabularnewline
Adjusted R-squared & 0.952991156204987 \tabularnewline
F-TEST (value) & 390.233785007002 \tabularnewline
F-TEST (DF numerator) & 15 \tabularnewline
F-TEST (DF denominator) & 273 \tabularnewline
p-value & 0 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation & 159.61854645276 \tabularnewline
Sum Squared Residuals & 6955515.94147188 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191153&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.977465873310152[/C][/ROW]
[ROW][C]R-squared[/C][C]0.955439533485978[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.952991156204987[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]390.233785007002[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]15[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]273[/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]159.61854645276[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]6955515.94147188[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191153&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191153&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	0.977465873310152
R-squared	0.955439533485978
Adjusted R-squared	0.952991156204987
F-TEST (value)	390.233785007002
F-TEST (DF numerator)	15
F-TEST (DF denominator)	273
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	159.61854645276
Sum Squared Residuals	6955515.94147188

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	InterpolationForecast	ResidualsPrediction Error
1	1418	1312.3191973142	105.680802685795
2	869	1046.61876077568	-177.618760775681
3	1530	1581.4256972705	-51.4256972704974
4	2172	2504.53767447054	-332.537674470538
5	901	882.083435131612	18.9165648683877
6	463	479.211044465802	-16.2110444658018
7	3201	3618.19438011378	-417.194380113776
8	371	372.980699226029	-1.98069922602937
9	1192	1111.23499877078	80.7650012292169
10	1583	1594.98850958051	-11.9885095805053
11	1439	1345.84767808268	93.1523219173149
12	1764	1879.75736306938	-115.757363069383
13	1495	1564.3631220226	-69.3631220226018
14	1373	1437.2092846928	-64.2092846927961
15	2187	2277.96908742951	-90.9690874295062
16	1491	1496.8686726247	-5.86867262469816
17	4041	3760.91108461805	280.088915381951
18	1706	1691.49651835909	14.5034816409117
19	2152	2352.03823577688	-200.038235776885
20	1036	1119.0523596138	-83.0523596137957
21	1882	1768.95545337953	113.044546620469
22	1929	1742.29449324686	186.705506753136
23	2242	2453.32612987461	-211.32612987461
24	1220	1159.94426624047	60.0557337595269
25	1289	1298.45767225236	-9.45767225235579
26	2515	2576.07419594555	-61.074195945548
27	2147	2092.95995842064	54.0400415793645
28	2352	2440.88844315395	-88.8884431539547
29	1638	1606.992598581	31.0074014190013
30	1222	1251.32779000898	-29.3277900089757
31	1812	1964.14586717974	-152.145867179739
32	1677	1717.64662814581	-40.64662814581
33	1579	1534.91161823579	44.0883817642124
34	1731	1856.20847567996	-125.208475679955
35	807	846.664269965099	-39.6642699650992
36	2452	2519.43711906201	-67.4371190620132
37	829	761.499700010106	67.5002999898941
38	1940	2035.37930569393	-95.379305693931
39	2662	2460.03124878011	201.968751219887
40	186	216.120483923287	-30.1204839232871
41	1499	1446.84830589708	52.1516941029198
42	865	747.309832381895	117.690167618105
43	1793	1482.74695519802	310.253044801978
44	2527	2548.07867893825	-21.0786789382491
45	2747	2963.1579233001	-216.157923300102
46	1324	1499.02696663474	-175.026966634744
47	2702	2355.21160601873	346.788393981267
48	1383	1506.14648545299	-123.146485452993
49	1179	1003.80571813486	175.194281865136
50	2099	2067.45643676338	31.5435632366171
51	4308	4734.3858299297	-426.385829929704
52	918	945.787332082533	-27.7873320825333
53	1831	1622.37695987296	208.623040127044
54	3373	3044.25385558754	328.746144412459
55	1713	1845.24879720723	-132.248797207229
56	1438	1360.05220304756	77.9477969524413
57	496	553.219795561551	-57.2197955615508
58	2253	2769.13718034442	-516.13718034442
59	744	703.875440428681	40.1245595713189
60	1161	1294.23515271291	-133.235152712906
61	2352	2112.74324177244	239.256758227557
62	2144	1756.86594923199	387.134050768009
63	4691	3533.63858292411	1157.36141707589
64	1112	1063.25235906179	48.7476409382074
65	2694	2448.30850622293	245.691493777073
66	1973	2268.45832082763	-295.458320827628
67	1769	1873.94257573054	-104.942575730538
68	3148	2870.27156704541	277.728432954586
69	2474	2490.23506650929	-16.2350665092926
70	2084	2201.99150378557	-117.991503785571
71	1954	1850.38468286591	103.615317134089
72	1226	1330.25786164463	-104.257861644631
73	1389	1205.5409003407	183.459099659299
74	1496	1500.50247038627	-4.50247038627024
75	2269	2121.51733792935	147.482662070646
76	1833	1896.01529473989	-63.0152947398878
77	1268	1450.63935732625	-182.639357326254
78	1943	1820.87292256413	122.127077435868
79	893	1031.30058922523	-138.300589225227
80	1762	1646.41851737852	115.58148262148
81	1403	1593.15366542344	-190.153665423443
82	1425	1420.17823234017	4.82176765983242
83	1857	2175.89142946369	-318.891429463685
84	1840	1989.13319489503	-149.133194895025
85	1502	1488.61256172951	13.3874382704936
86	1441	1360.22238065733	80.7776193426738
87	1420	1460.38807301526	-40.3880730152635
88	1416	1311.47116851888	104.528831481124
89	2970	2665.44892478439	304.551075215612
90	1317	1660.98164716456	-343.981647164564
91	1644	1493.5413686615	150.458631338496
92	870	1115.10123385501	-245.10123385501
93	1654	1835.09161171659	-181.091611716591
94	1054	1017.70853087958	36.2914691204181
95	937	869.573450214686	67.4265497853144
96	3004	3266.65142830147	-262.651428301468
97	2008	1970.94087564683	37.0591243531711
98	2547	2386.22427128949	160.775728710507
99	1885	1796.42290365268	88.5770963473194
100	1626	1669.71402331552	-43.7140233155167
101	1468	1396.23315119539	71.7668488046119
102	2445	2325.7910222454	119.208977754596
103	1964	2047.82328520596	-83.8232852059594
104	1381	1326.51869114574	54.4813088542571
105	1369	1370.69789594129	-1.69789594128952
106	1659	1775.30477035263	-116.304770352627
107	2888	2738.82890623697	149.171093763025
108	1290	1031.85469916669	258.145300833314
109	2845	2911.67672504	-66.6767250399983
110	1982	1961.11938873892	20.8806112610784
111	1904	1965.23197752556	-61.2319775255577
112	1391	1602.2124527982	-211.212452798195
113	602	629.953020481186	-27.9530204811859
114	1743	1670.13860744294	72.8613925570603
115	1559	1660.17235679754	-101.172356797536
116	2014	2183.97888500822	-169.97888500822
117	2143	2265.5394588783	-122.539458878303
118	2146	1982.6907190692	163.309280930795
119	874	886.347001988828	-12.3470019888283
120	1590	1489.03044419682	100.969555803178
121	1590	1425.54509685697	164.454903143032
122	1210	1274.42080525653	-64.4208052565272
123	2072	2030.34501235669	41.6549876433113
124	1281	1400.39175071768	-119.391750717683
125	1401	1394.10224344506	6.89775655493858
126	834	798.194958671466	35.8050413285336
127	1105	1133.78039861596	-28.7803986159606
128	1272	1031.51373080809	240.486269191913
129	1944	1858.43153715466	85.5684628453409
130	391	421.431058413915	-30.4310584139151
131	761	717.035044896073	43.9649551039265
132	1605	1645.07234583113	-40.0723458311269
133	530	642.403406290791	-112.403406290791
134	1988	1686.88549010825	301.114509891746
135	1386	1413.4989943229	-27.4989943229014
136	2395	2576.91193118393	-181.911931183928
137	387	400.881168466609	-13.8811684666094
138	1742	1831.48167043431	-89.4816704343098
139	620	553.537766069315	66.4622339306847
140	449	553.849889111908	-104.849889111908
141	800	813.830855453008	-13.8308554530076
142	1684	1463.9238098487	220.076190151303
143	1050	1084.32092966866	-34.3209296686648
144	2699	2673.80842106471	25.1915789352896
145	1606	1537.60111280564	68.3988871943592
146	1502	1274.26050546264	227.739494537355
147	1204	1287.33464115338	-83.3346411533781
148	1138	1102.23295628786	35.7670437121366
149	568	801.023407124999	-233.023407124999
150	1459	1432.30276221386	26.6972377861352
151	2158	2210.94436785937	-52.9443678593735
152	1111	1224.04181960524	-113.041819605245
153	1421	1309.04430701112	111.955692988882
154	2833	3155.41725202898	-322.41725202898
155	1955	2199.54838244202	-244.548382442017
156	2922	2797.39777691341	124.602223086587
157	1002	1142.91295672283	-140.912956722833
158	1060	1136.08438175528	-76.0843817552778
159	956	990.263624316245	-34.2636243162455
160	2186	2613.07081395798	-427.070813957976
161	3604	3405.33602677687	198.66397322313
162	1035	1090.58956743968	-55.5895674396841
163	1417	1497.71046705945	-80.7104670594516
164	3261	3434.13501549086	-173.135015490864
165	1587	1624.39893880915	-37.3989388091531
166	1424	1438.5215209679	-14.5215209679044
167	1701	1791.71552694931	-90.7155269493065
168	1249	1365.60965978251	-116.609659782511
169	946	925.716612774764	20.2833872252361
170	1926	1793.96081220903	132.039187790967
171	3352	3359.38431721983	-7.3843172198272
172	1641	1656.33876808793	-15.3387680879293
173	2035	1802.82878745915	232.171212540853
174	2312	2168.2436590359	143.756340964096
175	1369	1604.07017881834	-235.070178818338
176	1577	1566.00278379633	10.9972162036652
177	2201	2154.82325042564	46.1767495743609
178	961	928.653710300476	32.3462896995238
179	1900	1889.22105157912	10.77894842088
180	1254	1268.19888848456	-14.198888484564
181	1335	1271.78645711669	63.2135428833138
182	1597	1498.12821230957	98.8717876904252
183	207	261.591463588912	-54.591463588912
184	1645	1554.67229078877	90.3277092112345
185	2429	2385.18244791941	43.8175520805866
186	151	234.333157271308	-83.3331572713076
187	474	652.056222158781	-178.056222158781
188	141	212.6573447517	-71.6573447517002
189	1639	1368.03151968429	270.968480315713
190	872	839.393834058604	32.6061659413958
191	1318	1211.52861885301	106.471381146992
192	1018	1165.84235742272	-147.84235742272
193	1383	1287.3194702242	95.6805297758043
194	1314	1136.6581014286	177.341898571396
195	1335	1370.40034204646	-35.4003420464606
196	1403	1349.57084429723	53.4291557027733
197	910	1016.89652177808	-106.896521778078
198	616	683.708097181342	-67.7080971813418
199	1407	1472.58974708387	-65.5897470838694
200	771	823.109966588823	-52.1099665888226
201	766	786.563061576784	-20.5630615767842
202	473	514.090091503204	-41.0900915032038
203	1376	1450.76598834903	-74.7659883490336
204	1232	1225.40017816641	6.59982183359364
205	1521	1517.89932194238	3.10067805762443
206	572	591.424682307827	-19.4246823078274
207	1059	914.152392284709	144.847607715291
208	1544	1615.36673338281	-71.366733382807
209	1230	1231.27111732907	-1.27111732907217
210	1206	1261.41325483626	-55.4132548362589
211	1205	1140.581219679	64.4187803210022
212	1255	1038.39821911629	216.60178088371
213	613	621.150990190575	-8.15099019057495
214	721	830.930035459015	-109.930035459015
215	1109	1052.91625506824	56.0837449317641
216	740	714.885373381562	25.1146266184384
217	1126	1143.4979486867	-17.4979486867003
218	728	825.621553653956	-97.6215536539555
219	689	767.308698387614	-78.3086983876139
220	592	641.440515612159	-49.4405156121592
221	995	945.084559156306	49.9154408436945
222	1613	1225.14736517867	387.852634821325
223	2048	1781.3281117908	266.671888209201
224	705	646.116220541382	58.8837794586184
225	301	405.319150728201	-104.319150728201
226	1803	1753.69686818199	49.3031318180116
227	799	837.89377167053	-38.8937716705305
228	861	975.352024087725	-114.352024087725
229	1186	1078.31968325025	107.680316749752
230	1451	1146.31527668291	304.684723317089
231	628	588.163307256658	39.8366927433425
232	1161	986.669060531104	174.330939468896
233	1463	1382.16027754554	80.8397224544611
234	742	735.503373776033	6.49662622396655
235	979	1066.21198992277	-87.2119899227655
236	675	709.566608175572	-34.5666081755719
237	1241	1214.45949525333	26.5405047466696
238	676	660.952481299927	15.047518700073
239	1049	1068.01005730391	-19.0100573039127
240	620	689.72195749749	-69.7219574974898
241	1081	992.063061681771	88.9369383182291
242	1688	1451.64875431234	236.351245687663
243	736	764.740046742881	-28.7400467428812
244	617	686.249178162056	-69.2491781620558
245	812	877.811494876871	-65.8114948768709
246	1051	1053.73002555462	-2.73002555461817
247	1656	1435.78349090698	220.216509093025
248	705	806.071485953264	-101.071485953264
249	945	1047.47100535739	-102.471005357393
250	554	647.860443037786	-93.8604430377857
251	1597	1619.05936814198	-22.059368141979
252	982	995.076543631989	-13.076543631989
253	222	316.050118957736	-94.050118957736
254	1212	1232.41523006413	-20.4152300641347
255	1143	1229.71757517799	-86.7175751779901
256	435	524.593850280201	-89.5938502802013
257	532	558.454431780166	-26.4544317801657
258	882	963.523861550712	-81.5238615507125
259	608	630.154557786279	-22.1545577862794
260	459	473.695533926547	-14.6955339265469
261	578	614.835068084411	-36.8350680844105
262	826	813.502476866212	12.4975231337884
263	509	459.758068236617	49.2419317633835
264	717	672.400770620306	44.599229379694
265	637	703.278501586371	-66.2785015863712
266	857	874.61190568271	-17.6119056827103
267	830	884.323938393414	-54.3239383934144
268	652	829.911913755353	-177.911913755353
269	707	821.036937081737	-114.036937081737
270	954	1041.31223058612	-87.3122305861212
271	1461	1325.085320476	135.914679523995
272	672	756.547223829603	-84.5472238296032
273	778	808.45761174509	-30.45761174509
274	1141	1163.13778664034	-22.1377866403375
275	680	643.41857816718	36.58142183282
276	1090	1031.8517686543	58.1482313457034
277	616	556.800741891883	59.1992581081166
278	285	337.796270054653	-52.7962700546525
279	1145	1048.28255151744	96.7174484825583
280	733	780.773236160481	-47.7732361604811
281	888	911.561496998288	-23.5614969982878
282	849	888.440495109778	-39.4404951097777
283	1182	1173.71176296485	8.28823703514588
284	528	572.247881823914	-44.2478818239143
285	642	724.675227616952	-82.6752276169524
286	947	577.610814536104	369.389185463896
287	819	701.968617634402	117.031382365598
288	757	672.431966316051	84.5680336839485
289	894	894.506546435864	-0.506546435863584

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 1418 & 1312.3191973142 & 105.680802685795 \tabularnewline
2 & 869 & 1046.61876077568 & -177.618760775681 \tabularnewline
3 & 1530 & 1581.4256972705 & -51.4256972704974 \tabularnewline
4 & 2172 & 2504.53767447054 & -332.537674470538 \tabularnewline
5 & 901 & 882.083435131612 & 18.9165648683877 \tabularnewline
6 & 463 & 479.211044465802 & -16.2110444658018 \tabularnewline
7 & 3201 & 3618.19438011378 & -417.194380113776 \tabularnewline
8 & 371 & 372.980699226029 & -1.98069922602937 \tabularnewline
9 & 1192 & 1111.23499877078 & 80.7650012292169 \tabularnewline
10 & 1583 & 1594.98850958051 & -11.9885095805053 \tabularnewline
11 & 1439 & 1345.84767808268 & 93.1523219173149 \tabularnewline
12 & 1764 & 1879.75736306938 & -115.757363069383 \tabularnewline
13 & 1495 & 1564.3631220226 & -69.3631220226018 \tabularnewline
14 & 1373 & 1437.2092846928 & -64.2092846927961 \tabularnewline
15 & 2187 & 2277.96908742951 & -90.9690874295062 \tabularnewline
16 & 1491 & 1496.8686726247 & -5.86867262469816 \tabularnewline
17 & 4041 & 3760.91108461805 & 280.088915381951 \tabularnewline
18 & 1706 & 1691.49651835909 & 14.5034816409117 \tabularnewline
19 & 2152 & 2352.03823577688 & -200.038235776885 \tabularnewline
20 & 1036 & 1119.0523596138 & -83.0523596137957 \tabularnewline
21 & 1882 & 1768.95545337953 & 113.044546620469 \tabularnewline
22 & 1929 & 1742.29449324686 & 186.705506753136 \tabularnewline
23 & 2242 & 2453.32612987461 & -211.32612987461 \tabularnewline
24 & 1220 & 1159.94426624047 & 60.0557337595269 \tabularnewline
25 & 1289 & 1298.45767225236 & -9.45767225235579 \tabularnewline
26 & 2515 & 2576.07419594555 & -61.074195945548 \tabularnewline
27 & 2147 & 2092.95995842064 & 54.0400415793645 \tabularnewline
28 & 2352 & 2440.88844315395 & -88.8884431539547 \tabularnewline
29 & 1638 & 1606.992598581 & 31.0074014190013 \tabularnewline
30 & 1222 & 1251.32779000898 & -29.3277900089757 \tabularnewline
31 & 1812 & 1964.14586717974 & -152.145867179739 \tabularnewline
32 & 1677 & 1717.64662814581 & -40.64662814581 \tabularnewline
33 & 1579 & 1534.91161823579 & 44.0883817642124 \tabularnewline
34 & 1731 & 1856.20847567996 & -125.208475679955 \tabularnewline
35 & 807 & 846.664269965099 & -39.6642699650992 \tabularnewline
36 & 2452 & 2519.43711906201 & -67.4371190620132 \tabularnewline
37 & 829 & 761.499700010106 & 67.5002999898941 \tabularnewline
38 & 1940 & 2035.37930569393 & -95.379305693931 \tabularnewline
39 & 2662 & 2460.03124878011 & 201.968751219887 \tabularnewline
40 & 186 & 216.120483923287 & -30.1204839232871 \tabularnewline
41 & 1499 & 1446.84830589708 & 52.1516941029198 \tabularnewline
42 & 865 & 747.309832381895 & 117.690167618105 \tabularnewline
43 & 1793 & 1482.74695519802 & 310.253044801978 \tabularnewline
44 & 2527 & 2548.07867893825 & -21.0786789382491 \tabularnewline
45 & 2747 & 2963.1579233001 & -216.157923300102 \tabularnewline
46 & 1324 & 1499.02696663474 & -175.026966634744 \tabularnewline
47 & 2702 & 2355.21160601873 & 346.788393981267 \tabularnewline
48 & 1383 & 1506.14648545299 & -123.146485452993 \tabularnewline
49 & 1179 & 1003.80571813486 & 175.194281865136 \tabularnewline
50 & 2099 & 2067.45643676338 & 31.5435632366171 \tabularnewline
51 & 4308 & 4734.3858299297 & -426.385829929704 \tabularnewline
52 & 918 & 945.787332082533 & -27.7873320825333 \tabularnewline
53 & 1831 & 1622.37695987296 & 208.623040127044 \tabularnewline
54 & 3373 & 3044.25385558754 & 328.746144412459 \tabularnewline
55 & 1713 & 1845.24879720723 & -132.248797207229 \tabularnewline
56 & 1438 & 1360.05220304756 & 77.9477969524413 \tabularnewline
57 & 496 & 553.219795561551 & -57.2197955615508 \tabularnewline
58 & 2253 & 2769.13718034442 & -516.13718034442 \tabularnewline
59 & 744 & 703.875440428681 & 40.1245595713189 \tabularnewline
60 & 1161 & 1294.23515271291 & -133.235152712906 \tabularnewline
61 & 2352 & 2112.74324177244 & 239.256758227557 \tabularnewline
62 & 2144 & 1756.86594923199 & 387.134050768009 \tabularnewline
63 & 4691 & 3533.63858292411 & 1157.36141707589 \tabularnewline
64 & 1112 & 1063.25235906179 & 48.7476409382074 \tabularnewline
65 & 2694 & 2448.30850622293 & 245.691493777073 \tabularnewline
66 & 1973 & 2268.45832082763 & -295.458320827628 \tabularnewline
67 & 1769 & 1873.94257573054 & -104.942575730538 \tabularnewline
68 & 3148 & 2870.27156704541 & 277.728432954586 \tabularnewline
69 & 2474 & 2490.23506650929 & -16.2350665092926 \tabularnewline
70 & 2084 & 2201.99150378557 & -117.991503785571 \tabularnewline
71 & 1954 & 1850.38468286591 & 103.615317134089 \tabularnewline
72 & 1226 & 1330.25786164463 & -104.257861644631 \tabularnewline
73 & 1389 & 1205.5409003407 & 183.459099659299 \tabularnewline
74 & 1496 & 1500.50247038627 & -4.50247038627024 \tabularnewline
75 & 2269 & 2121.51733792935 & 147.482662070646 \tabularnewline
76 & 1833 & 1896.01529473989 & -63.0152947398878 \tabularnewline
77 & 1268 & 1450.63935732625 & -182.639357326254 \tabularnewline
78 & 1943 & 1820.87292256413 & 122.127077435868 \tabularnewline
79 & 893 & 1031.30058922523 & -138.300589225227 \tabularnewline
80 & 1762 & 1646.41851737852 & 115.58148262148 \tabularnewline
81 & 1403 & 1593.15366542344 & -190.153665423443 \tabularnewline
82 & 1425 & 1420.17823234017 & 4.82176765983242 \tabularnewline
83 & 1857 & 2175.89142946369 & -318.891429463685 \tabularnewline
84 & 1840 & 1989.13319489503 & -149.133194895025 \tabularnewline
85 & 1502 & 1488.61256172951 & 13.3874382704936 \tabularnewline
86 & 1441 & 1360.22238065733 & 80.7776193426738 \tabularnewline
87 & 1420 & 1460.38807301526 & -40.3880730152635 \tabularnewline
88 & 1416 & 1311.47116851888 & 104.528831481124 \tabularnewline
89 & 2970 & 2665.44892478439 & 304.551075215612 \tabularnewline
90 & 1317 & 1660.98164716456 & -343.981647164564 \tabularnewline
91 & 1644 & 1493.5413686615 & 150.458631338496 \tabularnewline
92 & 870 & 1115.10123385501 & -245.10123385501 \tabularnewline
93 & 1654 & 1835.09161171659 & -181.091611716591 \tabularnewline
94 & 1054 & 1017.70853087958 & 36.2914691204181 \tabularnewline
95 & 937 & 869.573450214686 & 67.4265497853144 \tabularnewline
96 & 3004 & 3266.65142830147 & -262.651428301468 \tabularnewline
97 & 2008 & 1970.94087564683 & 37.0591243531711 \tabularnewline
98 & 2547 & 2386.22427128949 & 160.775728710507 \tabularnewline
99 & 1885 & 1796.42290365268 & 88.5770963473194 \tabularnewline
100 & 1626 & 1669.71402331552 & -43.7140233155167 \tabularnewline
101 & 1468 & 1396.23315119539 & 71.7668488046119 \tabularnewline
102 & 2445 & 2325.7910222454 & 119.208977754596 \tabularnewline
103 & 1964 & 2047.82328520596 & -83.8232852059594 \tabularnewline
104 & 1381 & 1326.51869114574 & 54.4813088542571 \tabularnewline
105 & 1369 & 1370.69789594129 & -1.69789594128952 \tabularnewline
106 & 1659 & 1775.30477035263 & -116.304770352627 \tabularnewline
107 & 2888 & 2738.82890623697 & 149.171093763025 \tabularnewline
108 & 1290 & 1031.85469916669 & 258.145300833314 \tabularnewline
109 & 2845 & 2911.67672504 & -66.6767250399983 \tabularnewline
110 & 1982 & 1961.11938873892 & 20.8806112610784 \tabularnewline
111 & 1904 & 1965.23197752556 & -61.2319775255577 \tabularnewline
112 & 1391 & 1602.2124527982 & -211.212452798195 \tabularnewline
113 & 602 & 629.953020481186 & -27.9530204811859 \tabularnewline
114 & 1743 & 1670.13860744294 & 72.8613925570603 \tabularnewline
115 & 1559 & 1660.17235679754 & -101.172356797536 \tabularnewline
116 & 2014 & 2183.97888500822 & -169.97888500822 \tabularnewline
117 & 2143 & 2265.5394588783 & -122.539458878303 \tabularnewline
118 & 2146 & 1982.6907190692 & 163.309280930795 \tabularnewline
119 & 874 & 886.347001988828 & -12.3470019888283 \tabularnewline
120 & 1590 & 1489.03044419682 & 100.969555803178 \tabularnewline
121 & 1590 & 1425.54509685697 & 164.454903143032 \tabularnewline
122 & 1210 & 1274.42080525653 & -64.4208052565272 \tabularnewline
123 & 2072 & 2030.34501235669 & 41.6549876433113 \tabularnewline
124 & 1281 & 1400.39175071768 & -119.391750717683 \tabularnewline
125 & 1401 & 1394.10224344506 & 6.89775655493858 \tabularnewline
126 & 834 & 798.194958671466 & 35.8050413285336 \tabularnewline
127 & 1105 & 1133.78039861596 & -28.7803986159606 \tabularnewline
128 & 1272 & 1031.51373080809 & 240.486269191913 \tabularnewline
129 & 1944 & 1858.43153715466 & 85.5684628453409 \tabularnewline
130 & 391 & 421.431058413915 & -30.4310584139151 \tabularnewline
131 & 761 & 717.035044896073 & 43.9649551039265 \tabularnewline
132 & 1605 & 1645.07234583113 & -40.0723458311269 \tabularnewline
133 & 530 & 642.403406290791 & -112.403406290791 \tabularnewline
134 & 1988 & 1686.88549010825 & 301.114509891746 \tabularnewline
135 & 1386 & 1413.4989943229 & -27.4989943229014 \tabularnewline
136 & 2395 & 2576.91193118393 & -181.911931183928 \tabularnewline
137 & 387 & 400.881168466609 & -13.8811684666094 \tabularnewline
138 & 1742 & 1831.48167043431 & -89.4816704343098 \tabularnewline
139 & 620 & 553.537766069315 & 66.4622339306847 \tabularnewline
140 & 449 & 553.849889111908 & -104.849889111908 \tabularnewline
141 & 800 & 813.830855453008 & -13.8308554530076 \tabularnewline
142 & 1684 & 1463.9238098487 & 220.076190151303 \tabularnewline
143 & 1050 & 1084.32092966866 & -34.3209296686648 \tabularnewline
144 & 2699 & 2673.80842106471 & 25.1915789352896 \tabularnewline
145 & 1606 & 1537.60111280564 & 68.3988871943592 \tabularnewline
146 & 1502 & 1274.26050546264 & 227.739494537355 \tabularnewline
147 & 1204 & 1287.33464115338 & -83.3346411533781 \tabularnewline
148 & 1138 & 1102.23295628786 & 35.7670437121366 \tabularnewline
149 & 568 & 801.023407124999 & -233.023407124999 \tabularnewline
150 & 1459 & 1432.30276221386 & 26.6972377861352 \tabularnewline
151 & 2158 & 2210.94436785937 & -52.9443678593735 \tabularnewline
152 & 1111 & 1224.04181960524 & -113.041819605245 \tabularnewline
153 & 1421 & 1309.04430701112 & 111.955692988882 \tabularnewline
154 & 2833 & 3155.41725202898 & -322.41725202898 \tabularnewline
155 & 1955 & 2199.54838244202 & -244.548382442017 \tabularnewline
156 & 2922 & 2797.39777691341 & 124.602223086587 \tabularnewline
157 & 1002 & 1142.91295672283 & -140.912956722833 \tabularnewline
158 & 1060 & 1136.08438175528 & -76.0843817552778 \tabularnewline
159 & 956 & 990.263624316245 & -34.2636243162455 \tabularnewline
160 & 2186 & 2613.07081395798 & -427.070813957976 \tabularnewline
161 & 3604 & 3405.33602677687 & 198.66397322313 \tabularnewline
162 & 1035 & 1090.58956743968 & -55.5895674396841 \tabularnewline
163 & 1417 & 1497.71046705945 & -80.7104670594516 \tabularnewline
164 & 3261 & 3434.13501549086 & -173.135015490864 \tabularnewline
165 & 1587 & 1624.39893880915 & -37.3989388091531 \tabularnewline
166 & 1424 & 1438.5215209679 & -14.5215209679044 \tabularnewline
167 & 1701 & 1791.71552694931 & -90.7155269493065 \tabularnewline
168 & 1249 & 1365.60965978251 & -116.609659782511 \tabularnewline
169 & 946 & 925.716612774764 & 20.2833872252361 \tabularnewline
170 & 1926 & 1793.96081220903 & 132.039187790967 \tabularnewline
171 & 3352 & 3359.38431721983 & -7.3843172198272 \tabularnewline
172 & 1641 & 1656.33876808793 & -15.3387680879293 \tabularnewline
173 & 2035 & 1802.82878745915 & 232.171212540853 \tabularnewline
174 & 2312 & 2168.2436590359 & 143.756340964096 \tabularnewline
175 & 1369 & 1604.07017881834 & -235.070178818338 \tabularnewline
176 & 1577 & 1566.00278379633 & 10.9972162036652 \tabularnewline
177 & 2201 & 2154.82325042564 & 46.1767495743609 \tabularnewline
178 & 961 & 928.653710300476 & 32.3462896995238 \tabularnewline
179 & 1900 & 1889.22105157912 & 10.77894842088 \tabularnewline
180 & 1254 & 1268.19888848456 & -14.198888484564 \tabularnewline
181 & 1335 & 1271.78645711669 & 63.2135428833138 \tabularnewline
182 & 1597 & 1498.12821230957 & 98.8717876904252 \tabularnewline
183 & 207 & 261.591463588912 & -54.591463588912 \tabularnewline
184 & 1645 & 1554.67229078877 & 90.3277092112345 \tabularnewline
185 & 2429 & 2385.18244791941 & 43.8175520805866 \tabularnewline
186 & 151 & 234.333157271308 & -83.3331572713076 \tabularnewline
187 & 474 & 652.056222158781 & -178.056222158781 \tabularnewline
188 & 141 & 212.6573447517 & -71.6573447517002 \tabularnewline
189 & 1639 & 1368.03151968429 & 270.968480315713 \tabularnewline
190 & 872 & 839.393834058604 & 32.6061659413958 \tabularnewline
191 & 1318 & 1211.52861885301 & 106.471381146992 \tabularnewline
192 & 1018 & 1165.84235742272 & -147.84235742272 \tabularnewline
193 & 1383 & 1287.3194702242 & 95.6805297758043 \tabularnewline
194 & 1314 & 1136.6581014286 & 177.341898571396 \tabularnewline
195 & 1335 & 1370.40034204646 & -35.4003420464606 \tabularnewline
196 & 1403 & 1349.57084429723 & 53.4291557027733 \tabularnewline
197 & 910 & 1016.89652177808 & -106.896521778078 \tabularnewline
198 & 616 & 683.708097181342 & -67.7080971813418 \tabularnewline
199 & 1407 & 1472.58974708387 & -65.5897470838694 \tabularnewline
200 & 771 & 823.109966588823 & -52.1099665888226 \tabularnewline
201 & 766 & 786.563061576784 & -20.5630615767842 \tabularnewline
202 & 473 & 514.090091503204 & -41.0900915032038 \tabularnewline
203 & 1376 & 1450.76598834903 & -74.7659883490336 \tabularnewline
204 & 1232 & 1225.40017816641 & 6.59982183359364 \tabularnewline
205 & 1521 & 1517.89932194238 & 3.10067805762443 \tabularnewline
206 & 572 & 591.424682307827 & -19.4246823078274 \tabularnewline
207 & 1059 & 914.152392284709 & 144.847607715291 \tabularnewline
208 & 1544 & 1615.36673338281 & -71.366733382807 \tabularnewline
209 & 1230 & 1231.27111732907 & -1.27111732907217 \tabularnewline
210 & 1206 & 1261.41325483626 & -55.4132548362589 \tabularnewline
211 & 1205 & 1140.581219679 & 64.4187803210022 \tabularnewline
212 & 1255 & 1038.39821911629 & 216.60178088371 \tabularnewline
213 & 613 & 621.150990190575 & -8.15099019057495 \tabularnewline
214 & 721 & 830.930035459015 & -109.930035459015 \tabularnewline
215 & 1109 & 1052.91625506824 & 56.0837449317641 \tabularnewline
216 & 740 & 714.885373381562 & 25.1146266184384 \tabularnewline
217 & 1126 & 1143.4979486867 & -17.4979486867003 \tabularnewline
218 & 728 & 825.621553653956 & -97.6215536539555 \tabularnewline
219 & 689 & 767.308698387614 & -78.3086983876139 \tabularnewline
220 & 592 & 641.440515612159 & -49.4405156121592 \tabularnewline
221 & 995 & 945.084559156306 & 49.9154408436945 \tabularnewline
222 & 1613 & 1225.14736517867 & 387.852634821325 \tabularnewline
223 & 2048 & 1781.3281117908 & 266.671888209201 \tabularnewline
224 & 705 & 646.116220541382 & 58.8837794586184 \tabularnewline
225 & 301 & 405.319150728201 & -104.319150728201 \tabularnewline
226 & 1803 & 1753.69686818199 & 49.3031318180116 \tabularnewline
227 & 799 & 837.89377167053 & -38.8937716705305 \tabularnewline
228 & 861 & 975.352024087725 & -114.352024087725 \tabularnewline
229 & 1186 & 1078.31968325025 & 107.680316749752 \tabularnewline
230 & 1451 & 1146.31527668291 & 304.684723317089 \tabularnewline
231 & 628 & 588.163307256658 & 39.8366927433425 \tabularnewline
232 & 1161 & 986.669060531104 & 174.330939468896 \tabularnewline
233 & 1463 & 1382.16027754554 & 80.8397224544611 \tabularnewline
234 & 742 & 735.503373776033 & 6.49662622396655 \tabularnewline
235 & 979 & 1066.21198992277 & -87.2119899227655 \tabularnewline
236 & 675 & 709.566608175572 & -34.5666081755719 \tabularnewline
237 & 1241 & 1214.45949525333 & 26.5405047466696 \tabularnewline
238 & 676 & 660.952481299927 & 15.047518700073 \tabularnewline
239 & 1049 & 1068.01005730391 & -19.0100573039127 \tabularnewline
240 & 620 & 689.72195749749 & -69.7219574974898 \tabularnewline
241 & 1081 & 992.063061681771 & 88.9369383182291 \tabularnewline
242 & 1688 & 1451.64875431234 & 236.351245687663 \tabularnewline
243 & 736 & 764.740046742881 & -28.7400467428812 \tabularnewline
244 & 617 & 686.249178162056 & -69.2491781620558 \tabularnewline
245 & 812 & 877.811494876871 & -65.8114948768709 \tabularnewline
246 & 1051 & 1053.73002555462 & -2.73002555461817 \tabularnewline
247 & 1656 & 1435.78349090698 & 220.216509093025 \tabularnewline
248 & 705 & 806.071485953264 & -101.071485953264 \tabularnewline
249 & 945 & 1047.47100535739 & -102.471005357393 \tabularnewline
250 & 554 & 647.860443037786 & -93.8604430377857 \tabularnewline
251 & 1597 & 1619.05936814198 & -22.059368141979 \tabularnewline
252 & 982 & 995.076543631989 & -13.076543631989 \tabularnewline
253 & 222 & 316.050118957736 & -94.050118957736 \tabularnewline
254 & 1212 & 1232.41523006413 & -20.4152300641347 \tabularnewline
255 & 1143 & 1229.71757517799 & -86.7175751779901 \tabularnewline
256 & 435 & 524.593850280201 & -89.5938502802013 \tabularnewline
257 & 532 & 558.454431780166 & -26.4544317801657 \tabularnewline
258 & 882 & 963.523861550712 & -81.5238615507125 \tabularnewline
259 & 608 & 630.154557786279 & -22.1545577862794 \tabularnewline
260 & 459 & 473.695533926547 & -14.6955339265469 \tabularnewline
261 & 578 & 614.835068084411 & -36.8350680844105 \tabularnewline
262 & 826 & 813.502476866212 & 12.4975231337884 \tabularnewline
263 & 509 & 459.758068236617 & 49.2419317633835 \tabularnewline
264 & 717 & 672.400770620306 & 44.599229379694 \tabularnewline
265 & 637 & 703.278501586371 & -66.2785015863712 \tabularnewline
266 & 857 & 874.61190568271 & -17.6119056827103 \tabularnewline
267 & 830 & 884.323938393414 & -54.3239383934144 \tabularnewline
268 & 652 & 829.911913755353 & -177.911913755353 \tabularnewline
269 & 707 & 821.036937081737 & -114.036937081737 \tabularnewline
270 & 954 & 1041.31223058612 & -87.3122305861212 \tabularnewline
271 & 1461 & 1325.085320476 & 135.914679523995 \tabularnewline
272 & 672 & 756.547223829603 & -84.5472238296032 \tabularnewline
273 & 778 & 808.45761174509 & -30.45761174509 \tabularnewline
274 & 1141 & 1163.13778664034 & -22.1377866403375 \tabularnewline
275 & 680 & 643.41857816718 & 36.58142183282 \tabularnewline
276 & 1090 & 1031.8517686543 & 58.1482313457034 \tabularnewline
277 & 616 & 556.800741891883 & 59.1992581081166 \tabularnewline
278 & 285 & 337.796270054653 & -52.7962700546525 \tabularnewline
279 & 1145 & 1048.28255151744 & 96.7174484825583 \tabularnewline
280 & 733 & 780.773236160481 & -47.7732361604811 \tabularnewline
281 & 888 & 911.561496998288 & -23.5614969982878 \tabularnewline
282 & 849 & 888.440495109778 & -39.4404951097777 \tabularnewline
283 & 1182 & 1173.71176296485 & 8.28823703514588 \tabularnewline
284 & 528 & 572.247881823914 & -44.2478818239143 \tabularnewline
285 & 642 & 724.675227616952 & -82.6752276169524 \tabularnewline
286 & 947 & 577.610814536104 & 369.389185463896 \tabularnewline
287 & 819 & 701.968617634402 & 117.031382365598 \tabularnewline
288 & 757 & 672.431966316051 & 84.5680336839485 \tabularnewline
289 & 894 & 894.506546435864 & -0.506546435863584 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191153&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]1312.3191973142[/C][C]105.680802685795[/C][/ROW]
[ROW][C]2[/C][C]869[/C][C]1046.61876077568[/C][C]-177.618760775681[/C][/ROW]
[ROW][C]3[/C][C]1530[/C][C]1581.4256972705[/C][C]-51.4256972704974[/C][/ROW]
[ROW][C]4[/C][C]2172[/C][C]2504.53767447054[/C][C]-332.537674470538[/C][/ROW]
[ROW][C]5[/C][C]901[/C][C]882.083435131612[/C][C]18.9165648683877[/C][/ROW]
[ROW][C]6[/C][C]463[/C][C]479.211044465802[/C][C]-16.2110444658018[/C][/ROW]
[ROW][C]7[/C][C]3201[/C][C]3618.19438011378[/C][C]-417.194380113776[/C][/ROW]
[ROW][C]8[/C][C]371[/C][C]372.980699226029[/C][C]-1.98069922602937[/C][/ROW]
[ROW][C]9[/C][C]1192[/C][C]1111.23499877078[/C][C]80.7650012292169[/C][/ROW]
[ROW][C]10[/C][C]1583[/C][C]1594.98850958051[/C][C]-11.9885095805053[/C][/ROW]
[ROW][C]11[/C][C]1439[/C][C]1345.84767808268[/C][C]93.1523219173149[/C][/ROW]
[ROW][C]12[/C][C]1764[/C][C]1879.75736306938[/C][C]-115.757363069383[/C][/ROW]
[ROW][C]13[/C][C]1495[/C][C]1564.3631220226[/C][C]-69.3631220226018[/C][/ROW]
[ROW][C]14[/C][C]1373[/C][C]1437.2092846928[/C][C]-64.2092846927961[/C][/ROW]
[ROW][C]15[/C][C]2187[/C][C]2277.96908742951[/C][C]-90.9690874295062[/C][/ROW]
[ROW][C]16[/C][C]1491[/C][C]1496.8686726247[/C][C]-5.86867262469816[/C][/ROW]
[ROW][C]17[/C][C]4041[/C][C]3760.91108461805[/C][C]280.088915381951[/C][/ROW]
[ROW][C]18[/C][C]1706[/C][C]1691.49651835909[/C][C]14.5034816409117[/C][/ROW]
[ROW][C]19[/C][C]2152[/C][C]2352.03823577688[/C][C]-200.038235776885[/C][/ROW]
[ROW][C]20[/C][C]1036[/C][C]1119.0523596138[/C][C]-83.0523596137957[/C][/ROW]
[ROW][C]21[/C][C]1882[/C][C]1768.95545337953[/C][C]113.044546620469[/C][/ROW]
[ROW][C]22[/C][C]1929[/C][C]1742.29449324686[/C][C]186.705506753136[/C][/ROW]
[ROW][C]23[/C][C]2242[/C][C]2453.32612987461[/C][C]-211.32612987461[/C][/ROW]
[ROW][C]24[/C][C]1220[/C][C]1159.94426624047[/C][C]60.0557337595269[/C][/ROW]
[ROW][C]25[/C][C]1289[/C][C]1298.45767225236[/C][C]-9.45767225235579[/C][/ROW]
[ROW][C]26[/C][C]2515[/C][C]2576.07419594555[/C][C]-61.074195945548[/C][/ROW]
[ROW][C]27[/C][C]2147[/C][C]2092.95995842064[/C][C]54.0400415793645[/C][/ROW]
[ROW][C]28[/C][C]2352[/C][C]2440.88844315395[/C][C]-88.8884431539547[/C][/ROW]
[ROW][C]29[/C][C]1638[/C][C]1606.992598581[/C][C]31.0074014190013[/C][/ROW]
[ROW][C]30[/C][C]1222[/C][C]1251.32779000898[/C][C]-29.3277900089757[/C][/ROW]
[ROW][C]31[/C][C]1812[/C][C]1964.14586717974[/C][C]-152.145867179739[/C][/ROW]
[ROW][C]32[/C][C]1677[/C][C]1717.64662814581[/C][C]-40.64662814581[/C][/ROW]
[ROW][C]33[/C][C]1579[/C][C]1534.91161823579[/C][C]44.0883817642124[/C][/ROW]
[ROW][C]34[/C][C]1731[/C][C]1856.20847567996[/C][C]-125.208475679955[/C][/ROW]
[ROW][C]35[/C][C]807[/C][C]846.664269965099[/C][C]-39.6642699650992[/C][/ROW]
[ROW][C]36[/C][C]2452[/C][C]2519.43711906201[/C][C]-67.4371190620132[/C][/ROW]
[ROW][C]37[/C][C]829[/C][C]761.499700010106[/C][C]67.5002999898941[/C][/ROW]
[ROW][C]38[/C][C]1940[/C][C]2035.37930569393[/C][C]-95.379305693931[/C][/ROW]
[ROW][C]39[/C][C]2662[/C][C]2460.03124878011[/C][C]201.968751219887[/C][/ROW]
[ROW][C]40[/C][C]186[/C][C]216.120483923287[/C][C]-30.1204839232871[/C][/ROW]
[ROW][C]41[/C][C]1499[/C][C]1446.84830589708[/C][C]52.1516941029198[/C][/ROW]
[ROW][C]42[/C][C]865[/C][C]747.309832381895[/C][C]117.690167618105[/C][/ROW]
[ROW][C]43[/C][C]1793[/C][C]1482.74695519802[/C][C]310.253044801978[/C][/ROW]
[ROW][C]44[/C][C]2527[/C][C]2548.07867893825[/C][C]-21.0786789382491[/C][/ROW]
[ROW][C]45[/C][C]2747[/C][C]2963.1579233001[/C][C]-216.157923300102[/C][/ROW]
[ROW][C]46[/C][C]1324[/C][C]1499.02696663474[/C][C]-175.026966634744[/C][/ROW]
[ROW][C]47[/C][C]2702[/C][C]2355.21160601873[/C][C]346.788393981267[/C][/ROW]
[ROW][C]48[/C][C]1383[/C][C]1506.14648545299[/C][C]-123.146485452993[/C][/ROW]
[ROW][C]49[/C][C]1179[/C][C]1003.80571813486[/C][C]175.194281865136[/C][/ROW]
[ROW][C]50[/C][C]2099[/C][C]2067.45643676338[/C][C]31.5435632366171[/C][/ROW]
[ROW][C]51[/C][C]4308[/C][C]4734.3858299297[/C][C]-426.385829929704[/C][/ROW]
[ROW][C]52[/C][C]918[/C][C]945.787332082533[/C][C]-27.7873320825333[/C][/ROW]
[ROW][C]53[/C][C]1831[/C][C]1622.37695987296[/C][C]208.623040127044[/C][/ROW]
[ROW][C]54[/C][C]3373[/C][C]3044.25385558754[/C][C]328.746144412459[/C][/ROW]
[ROW][C]55[/C][C]1713[/C][C]1845.24879720723[/C][C]-132.248797207229[/C][/ROW]
[ROW][C]56[/C][C]1438[/C][C]1360.05220304756[/C][C]77.9477969524413[/C][/ROW]
[ROW][C]57[/C][C]496[/C][C]553.219795561551[/C][C]-57.2197955615508[/C][/ROW]
[ROW][C]58[/C][C]2253[/C][C]2769.13718034442[/C][C]-516.13718034442[/C][/ROW]
[ROW][C]59[/C][C]744[/C][C]703.875440428681[/C][C]40.1245595713189[/C][/ROW]
[ROW][C]60[/C][C]1161[/C][C]1294.23515271291[/C][C]-133.235152712906[/C][/ROW]
[ROW][C]61[/C][C]2352[/C][C]2112.74324177244[/C][C]239.256758227557[/C][/ROW]
[ROW][C]62[/C][C]2144[/C][C]1756.86594923199[/C][C]387.134050768009[/C][/ROW]
[ROW][C]63[/C][C]4691[/C][C]3533.63858292411[/C][C]1157.36141707589[/C][/ROW]
[ROW][C]64[/C][C]1112[/C][C]1063.25235906179[/C][C]48.7476409382074[/C][/ROW]
[ROW][C]65[/C][C]2694[/C][C]2448.30850622293[/C][C]245.691493777073[/C][/ROW]
[ROW][C]66[/C][C]1973[/C][C]2268.45832082763[/C][C]-295.458320827628[/C][/ROW]
[ROW][C]67[/C][C]1769[/C][C]1873.94257573054[/C][C]-104.942575730538[/C][/ROW]
[ROW][C]68[/C][C]3148[/C][C]2870.27156704541[/C][C]277.728432954586[/C][/ROW]
[ROW][C]69[/C][C]2474[/C][C]2490.23506650929[/C][C]-16.2350665092926[/C][/ROW]
[ROW][C]70[/C][C]2084[/C][C]2201.99150378557[/C][C]-117.991503785571[/C][/ROW]
[ROW][C]71[/C][C]1954[/C][C]1850.38468286591[/C][C]103.615317134089[/C][/ROW]
[ROW][C]72[/C][C]1226[/C][C]1330.25786164463[/C][C]-104.257861644631[/C][/ROW]
[ROW][C]73[/C][C]1389[/C][C]1205.5409003407[/C][C]183.459099659299[/C][/ROW]
[ROW][C]74[/C][C]1496[/C][C]1500.50247038627[/C][C]-4.50247038627024[/C][/ROW]
[ROW][C]75[/C][C]2269[/C][C]2121.51733792935[/C][C]147.482662070646[/C][/ROW]
[ROW][C]76[/C][C]1833[/C][C]1896.01529473989[/C][C]-63.0152947398878[/C][/ROW]
[ROW][C]77[/C][C]1268[/C][C]1450.63935732625[/C][C]-182.639357326254[/C][/ROW]
[ROW][C]78[/C][C]1943[/C][C]1820.87292256413[/C][C]122.127077435868[/C][/ROW]
[ROW][C]79[/C][C]893[/C][C]1031.30058922523[/C][C]-138.300589225227[/C][/ROW]
[ROW][C]80[/C][C]1762[/C][C]1646.41851737852[/C][C]115.58148262148[/C][/ROW]
[ROW][C]81[/C][C]1403[/C][C]1593.15366542344[/C][C]-190.153665423443[/C][/ROW]
[ROW][C]82[/C][C]1425[/C][C]1420.17823234017[/C][C]4.82176765983242[/C][/ROW]
[ROW][C]83[/C][C]1857[/C][C]2175.89142946369[/C][C]-318.891429463685[/C][/ROW]
[ROW][C]84[/C][C]1840[/C][C]1989.13319489503[/C][C]-149.133194895025[/C][/ROW]
[ROW][C]85[/C][C]1502[/C][C]1488.61256172951[/C][C]13.3874382704936[/C][/ROW]
[ROW][C]86[/C][C]1441[/C][C]1360.22238065733[/C][C]80.7776193426738[/C][/ROW]
[ROW][C]87[/C][C]1420[/C][C]1460.38807301526[/C][C]-40.3880730152635[/C][/ROW]
[ROW][C]88[/C][C]1416[/C][C]1311.47116851888[/C][C]104.528831481124[/C][/ROW]
[ROW][C]89[/C][C]2970[/C][C]2665.44892478439[/C][C]304.551075215612[/C][/ROW]
[ROW][C]90[/C][C]1317[/C][C]1660.98164716456[/C][C]-343.981647164564[/C][/ROW]
[ROW][C]91[/C][C]1644[/C][C]1493.5413686615[/C][C]150.458631338496[/C][/ROW]
[ROW][C]92[/C][C]870[/C][C]1115.10123385501[/C][C]-245.10123385501[/C][/ROW]
[ROW][C]93[/C][C]1654[/C][C]1835.09161171659[/C][C]-181.091611716591[/C][/ROW]
[ROW][C]94[/C][C]1054[/C][C]1017.70853087958[/C][C]36.2914691204181[/C][/ROW]
[ROW][C]95[/C][C]937[/C][C]869.573450214686[/C][C]67.4265497853144[/C][/ROW]
[ROW][C]96[/C][C]3004[/C][C]3266.65142830147[/C][C]-262.651428301468[/C][/ROW]
[ROW][C]97[/C][C]2008[/C][C]1970.94087564683[/C][C]37.0591243531711[/C][/ROW]
[ROW][C]98[/C][C]2547[/C][C]2386.22427128949[/C][C]160.775728710507[/C][/ROW]
[ROW][C]99[/C][C]1885[/C][C]1796.42290365268[/C][C]88.5770963473194[/C][/ROW]
[ROW][C]100[/C][C]1626[/C][C]1669.71402331552[/C][C]-43.7140233155167[/C][/ROW]
[ROW][C]101[/C][C]1468[/C][C]1396.23315119539[/C][C]71.7668488046119[/C][/ROW]
[ROW][C]102[/C][C]2445[/C][C]2325.7910222454[/C][C]119.208977754596[/C][/ROW]
[ROW][C]103[/C][C]1964[/C][C]2047.82328520596[/C][C]-83.8232852059594[/C][/ROW]
[ROW][C]104[/C][C]1381[/C][C]1326.51869114574[/C][C]54.4813088542571[/C][/ROW]
[ROW][C]105[/C][C]1369[/C][C]1370.69789594129[/C][C]-1.69789594128952[/C][/ROW]
[ROW][C]106[/C][C]1659[/C][C]1775.30477035263[/C][C]-116.304770352627[/C][/ROW]
[ROW][C]107[/C][C]2888[/C][C]2738.82890623697[/C][C]149.171093763025[/C][/ROW]
[ROW][C]108[/C][C]1290[/C][C]1031.85469916669[/C][C]258.145300833314[/C][/ROW]
[ROW][C]109[/C][C]2845[/C][C]2911.67672504[/C][C]-66.6767250399983[/C][/ROW]
[ROW][C]110[/C][C]1982[/C][C]1961.11938873892[/C][C]20.8806112610784[/C][/ROW]
[ROW][C]111[/C][C]1904[/C][C]1965.23197752556[/C][C]-61.2319775255577[/C][/ROW]
[ROW][C]112[/C][C]1391[/C][C]1602.2124527982[/C][C]-211.212452798195[/C][/ROW]
[ROW][C]113[/C][C]602[/C][C]629.953020481186[/C][C]-27.9530204811859[/C][/ROW]
[ROW][C]114[/C][C]1743[/C][C]1670.13860744294[/C][C]72.8613925570603[/C][/ROW]
[ROW][C]115[/C][C]1559[/C][C]1660.17235679754[/C][C]-101.172356797536[/C][/ROW]
[ROW][C]116[/C][C]2014[/C][C]2183.97888500822[/C][C]-169.97888500822[/C][/ROW]
[ROW][C]117[/C][C]2143[/C][C]2265.5394588783[/C][C]-122.539458878303[/C][/ROW]
[ROW][C]118[/C][C]2146[/C][C]1982.6907190692[/C][C]163.309280930795[/C][/ROW]
[ROW][C]119[/C][C]874[/C][C]886.347001988828[/C][C]-12.3470019888283[/C][/ROW]
[ROW][C]120[/C][C]1590[/C][C]1489.03044419682[/C][C]100.969555803178[/C][/ROW]
[ROW][C]121[/C][C]1590[/C][C]1425.54509685697[/C][C]164.454903143032[/C][/ROW]
[ROW][C]122[/C][C]1210[/C][C]1274.42080525653[/C][C]-64.4208052565272[/C][/ROW]
[ROW][C]123[/C][C]2072[/C][C]2030.34501235669[/C][C]41.6549876433113[/C][/ROW]
[ROW][C]124[/C][C]1281[/C][C]1400.39175071768[/C][C]-119.391750717683[/C][/ROW]
[ROW][C]125[/C][C]1401[/C][C]1394.10224344506[/C][C]6.89775655493858[/C][/ROW]
[ROW][C]126[/C][C]834[/C][C]798.194958671466[/C][C]35.8050413285336[/C][/ROW]
[ROW][C]127[/C][C]1105[/C][C]1133.78039861596[/C][C]-28.7803986159606[/C][/ROW]
[ROW][C]128[/C][C]1272[/C][C]1031.51373080809[/C][C]240.486269191913[/C][/ROW]
[ROW][C]129[/C][C]1944[/C][C]1858.43153715466[/C][C]85.5684628453409[/C][/ROW]
[ROW][C]130[/C][C]391[/C][C]421.431058413915[/C][C]-30.4310584139151[/C][/ROW]
[ROW][C]131[/C][C]761[/C][C]717.035044896073[/C][C]43.9649551039265[/C][/ROW]
[ROW][C]132[/C][C]1605[/C][C]1645.07234583113[/C][C]-40.0723458311269[/C][/ROW]
[ROW][C]133[/C][C]530[/C][C]642.403406290791[/C][C]-112.403406290791[/C][/ROW]
[ROW][C]134[/C][C]1988[/C][C]1686.88549010825[/C][C]301.114509891746[/C][/ROW]
[ROW][C]135[/C][C]1386[/C][C]1413.4989943229[/C][C]-27.4989943229014[/C][/ROW]
[ROW][C]136[/C][C]2395[/C][C]2576.91193118393[/C][C]-181.911931183928[/C][/ROW]
[ROW][C]137[/C][C]387[/C][C]400.881168466609[/C][C]-13.8811684666094[/C][/ROW]
[ROW][C]138[/C][C]1742[/C][C]1831.48167043431[/C][C]-89.4816704343098[/C][/ROW]
[ROW][C]139[/C][C]620[/C][C]553.537766069315[/C][C]66.4622339306847[/C][/ROW]
[ROW][C]140[/C][C]449[/C][C]553.849889111908[/C][C]-104.849889111908[/C][/ROW]
[ROW][C]141[/C][C]800[/C][C]813.830855453008[/C][C]-13.8308554530076[/C][/ROW]
[ROW][C]142[/C][C]1684[/C][C]1463.9238098487[/C][C]220.076190151303[/C][/ROW]
[ROW][C]143[/C][C]1050[/C][C]1084.32092966866[/C][C]-34.3209296686648[/C][/ROW]
[ROW][C]144[/C][C]2699[/C][C]2673.80842106471[/C][C]25.1915789352896[/C][/ROW]
[ROW][C]145[/C][C]1606[/C][C]1537.60111280564[/C][C]68.3988871943592[/C][/ROW]
[ROW][C]146[/C][C]1502[/C][C]1274.26050546264[/C][C]227.739494537355[/C][/ROW]
[ROW][C]147[/C][C]1204[/C][C]1287.33464115338[/C][C]-83.3346411533781[/C][/ROW]
[ROW][C]148[/C][C]1138[/C][C]1102.23295628786[/C][C]35.7670437121366[/C][/ROW]
[ROW][C]149[/C][C]568[/C][C]801.023407124999[/C][C]-233.023407124999[/C][/ROW]
[ROW][C]150[/C][C]1459[/C][C]1432.30276221386[/C][C]26.6972377861352[/C][/ROW]
[ROW][C]151[/C][C]2158[/C][C]2210.94436785937[/C][C]-52.9443678593735[/C][/ROW]
[ROW][C]152[/C][C]1111[/C][C]1224.04181960524[/C][C]-113.041819605245[/C][/ROW]
[ROW][C]153[/C][C]1421[/C][C]1309.04430701112[/C][C]111.955692988882[/C][/ROW]
[ROW][C]154[/C][C]2833[/C][C]3155.41725202898[/C][C]-322.41725202898[/C][/ROW]
[ROW][C]155[/C][C]1955[/C][C]2199.54838244202[/C][C]-244.548382442017[/C][/ROW]
[ROW][C]156[/C][C]2922[/C][C]2797.39777691341[/C][C]124.602223086587[/C][/ROW]
[ROW][C]157[/C][C]1002[/C][C]1142.91295672283[/C][C]-140.912956722833[/C][/ROW]
[ROW][C]158[/C][C]1060[/C][C]1136.08438175528[/C][C]-76.0843817552778[/C][/ROW]
[ROW][C]159[/C][C]956[/C][C]990.263624316245[/C][C]-34.2636243162455[/C][/ROW]
[ROW][C]160[/C][C]2186[/C][C]2613.07081395798[/C][C]-427.070813957976[/C][/ROW]
[ROW][C]161[/C][C]3604[/C][C]3405.33602677687[/C][C]198.66397322313[/C][/ROW]
[ROW][C]162[/C][C]1035[/C][C]1090.58956743968[/C][C]-55.5895674396841[/C][/ROW]
[ROW][C]163[/C][C]1417[/C][C]1497.71046705945[/C][C]-80.7104670594516[/C][/ROW]
[ROW][C]164[/C][C]3261[/C][C]3434.13501549086[/C][C]-173.135015490864[/C][/ROW]
[ROW][C]165[/C][C]1587[/C][C]1624.39893880915[/C][C]-37.3989388091531[/C][/ROW]
[ROW][C]166[/C][C]1424[/C][C]1438.5215209679[/C][C]-14.5215209679044[/C][/ROW]
[ROW][C]167[/C][C]1701[/C][C]1791.71552694931[/C][C]-90.7155269493065[/C][/ROW]
[ROW][C]168[/C][C]1249[/C][C]1365.60965978251[/C][C]-116.609659782511[/C][/ROW]
[ROW][C]169[/C][C]946[/C][C]925.716612774764[/C][C]20.2833872252361[/C][/ROW]
[ROW][C]170[/C][C]1926[/C][C]1793.96081220903[/C][C]132.039187790967[/C][/ROW]
[ROW][C]171[/C][C]3352[/C][C]3359.38431721983[/C][C]-7.3843172198272[/C][/ROW]
[ROW][C]172[/C][C]1641[/C][C]1656.33876808793[/C][C]-15.3387680879293[/C][/ROW]
[ROW][C]173[/C][C]2035[/C][C]1802.82878745915[/C][C]232.171212540853[/C][/ROW]
[ROW][C]174[/C][C]2312[/C][C]2168.2436590359[/C][C]143.756340964096[/C][/ROW]
[ROW][C]175[/C][C]1369[/C][C]1604.07017881834[/C][C]-235.070178818338[/C][/ROW]
[ROW][C]176[/C][C]1577[/C][C]1566.00278379633[/C][C]10.9972162036652[/C][/ROW]
[ROW][C]177[/C][C]2201[/C][C]2154.82325042564[/C][C]46.1767495743609[/C][/ROW]
[ROW][C]178[/C][C]961[/C][C]928.653710300476[/C][C]32.3462896995238[/C][/ROW]
[ROW][C]179[/C][C]1900[/C][C]1889.22105157912[/C][C]10.77894842088[/C][/ROW]
[ROW][C]180[/C][C]1254[/C][C]1268.19888848456[/C][C]-14.198888484564[/C][/ROW]
[ROW][C]181[/C][C]1335[/C][C]1271.78645711669[/C][C]63.2135428833138[/C][/ROW]
[ROW][C]182[/C][C]1597[/C][C]1498.12821230957[/C][C]98.8717876904252[/C][/ROW]
[ROW][C]183[/C][C]207[/C][C]261.591463588912[/C][C]-54.591463588912[/C][/ROW]
[ROW][C]184[/C][C]1645[/C][C]1554.67229078877[/C][C]90.3277092112345[/C][/ROW]
[ROW][C]185[/C][C]2429[/C][C]2385.18244791941[/C][C]43.8175520805866[/C][/ROW]
[ROW][C]186[/C][C]151[/C][C]234.333157271308[/C][C]-83.3331572713076[/C][/ROW]
[ROW][C]187[/C][C]474[/C][C]652.056222158781[/C][C]-178.056222158781[/C][/ROW]
[ROW][C]188[/C][C]141[/C][C]212.6573447517[/C][C]-71.6573447517002[/C][/ROW]
[ROW][C]189[/C][C]1639[/C][C]1368.03151968429[/C][C]270.968480315713[/C][/ROW]
[ROW][C]190[/C][C]872[/C][C]839.393834058604[/C][C]32.6061659413958[/C][/ROW]
[ROW][C]191[/C][C]1318[/C][C]1211.52861885301[/C][C]106.471381146992[/C][/ROW]
[ROW][C]192[/C][C]1018[/C][C]1165.84235742272[/C][C]-147.84235742272[/C][/ROW]
[ROW][C]193[/C][C]1383[/C][C]1287.3194702242[/C][C]95.6805297758043[/C][/ROW]
[ROW][C]194[/C][C]1314[/C][C]1136.6581014286[/C][C]177.341898571396[/C][/ROW]
[ROW][C]195[/C][C]1335[/C][C]1370.40034204646[/C][C]-35.4003420464606[/C][/ROW]
[ROW][C]196[/C][C]1403[/C][C]1349.57084429723[/C][C]53.4291557027733[/C][/ROW]
[ROW][C]197[/C][C]910[/C][C]1016.89652177808[/C][C]-106.896521778078[/C][/ROW]
[ROW][C]198[/C][C]616[/C][C]683.708097181342[/C][C]-67.7080971813418[/C][/ROW]
[ROW][C]199[/C][C]1407[/C][C]1472.58974708387[/C][C]-65.5897470838694[/C][/ROW]
[ROW][C]200[/C][C]771[/C][C]823.109966588823[/C][C]-52.1099665888226[/C][/ROW]
[ROW][C]201[/C][C]766[/C][C]786.563061576784[/C][C]-20.5630615767842[/C][/ROW]
[ROW][C]202[/C][C]473[/C][C]514.090091503204[/C][C]-41.0900915032038[/C][/ROW]
[ROW][C]203[/C][C]1376[/C][C]1450.76598834903[/C][C]-74.7659883490336[/C][/ROW]
[ROW][C]204[/C][C]1232[/C][C]1225.40017816641[/C][C]6.59982183359364[/C][/ROW]
[ROW][C]205[/C][C]1521[/C][C]1517.89932194238[/C][C]3.10067805762443[/C][/ROW]
[ROW][C]206[/C][C]572[/C][C]591.424682307827[/C][C]-19.4246823078274[/C][/ROW]
[ROW][C]207[/C][C]1059[/C][C]914.152392284709[/C][C]144.847607715291[/C][/ROW]
[ROW][C]208[/C][C]1544[/C][C]1615.36673338281[/C][C]-71.366733382807[/C][/ROW]
[ROW][C]209[/C][C]1230[/C][C]1231.27111732907[/C][C]-1.27111732907217[/C][/ROW]
[ROW][C]210[/C][C]1206[/C][C]1261.41325483626[/C][C]-55.4132548362589[/C][/ROW]
[ROW][C]211[/C][C]1205[/C][C]1140.581219679[/C][C]64.4187803210022[/C][/ROW]
[ROW][C]212[/C][C]1255[/C][C]1038.39821911629[/C][C]216.60178088371[/C][/ROW]
[ROW][C]213[/C][C]613[/C][C]621.150990190575[/C][C]-8.15099019057495[/C][/ROW]
[ROW][C]214[/C][C]721[/C][C]830.930035459015[/C][C]-109.930035459015[/C][/ROW]
[ROW][C]215[/C][C]1109[/C][C]1052.91625506824[/C][C]56.0837449317641[/C][/ROW]
[ROW][C]216[/C][C]740[/C][C]714.885373381562[/C][C]25.1146266184384[/C][/ROW]
[ROW][C]217[/C][C]1126[/C][C]1143.4979486867[/C][C]-17.4979486867003[/C][/ROW]
[ROW][C]218[/C][C]728[/C][C]825.621553653956[/C][C]-97.6215536539555[/C][/ROW]
[ROW][C]219[/C][C]689[/C][C]767.308698387614[/C][C]-78.3086983876139[/C][/ROW]
[ROW][C]220[/C][C]592[/C][C]641.440515612159[/C][C]-49.4405156121592[/C][/ROW]
[ROW][C]221[/C][C]995[/C][C]945.084559156306[/C][C]49.9154408436945[/C][/ROW]
[ROW][C]222[/C][C]1613[/C][C]1225.14736517867[/C][C]387.852634821325[/C][/ROW]
[ROW][C]223[/C][C]2048[/C][C]1781.3281117908[/C][C]266.671888209201[/C][/ROW]
[ROW][C]224[/C][C]705[/C][C]646.116220541382[/C][C]58.8837794586184[/C][/ROW]
[ROW][C]225[/C][C]301[/C][C]405.319150728201[/C][C]-104.319150728201[/C][/ROW]
[ROW][C]226[/C][C]1803[/C][C]1753.69686818199[/C][C]49.3031318180116[/C][/ROW]
[ROW][C]227[/C][C]799[/C][C]837.89377167053[/C][C]-38.8937716705305[/C][/ROW]
[ROW][C]228[/C][C]861[/C][C]975.352024087725[/C][C]-114.352024087725[/C][/ROW]
[ROW][C]229[/C][C]1186[/C][C]1078.31968325025[/C][C]107.680316749752[/C][/ROW]
[ROW][C]230[/C][C]1451[/C][C]1146.31527668291[/C][C]304.684723317089[/C][/ROW]
[ROW][C]231[/C][C]628[/C][C]588.163307256658[/C][C]39.8366927433425[/C][/ROW]
[ROW][C]232[/C][C]1161[/C][C]986.669060531104[/C][C]174.330939468896[/C][/ROW]
[ROW][C]233[/C][C]1463[/C][C]1382.16027754554[/C][C]80.8397224544611[/C][/ROW]
[ROW][C]234[/C][C]742[/C][C]735.503373776033[/C][C]6.49662622396655[/C][/ROW]
[ROW][C]235[/C][C]979[/C][C]1066.21198992277[/C][C]-87.2119899227655[/C][/ROW]
[ROW][C]236[/C][C]675[/C][C]709.566608175572[/C][C]-34.5666081755719[/C][/ROW]
[ROW][C]237[/C][C]1241[/C][C]1214.45949525333[/C][C]26.5405047466696[/C][/ROW]
[ROW][C]238[/C][C]676[/C][C]660.952481299927[/C][C]15.047518700073[/C][/ROW]
[ROW][C]239[/C][C]1049[/C][C]1068.01005730391[/C][C]-19.0100573039127[/C][/ROW]
[ROW][C]240[/C][C]620[/C][C]689.72195749749[/C][C]-69.7219574974898[/C][/ROW]
[ROW][C]241[/C][C]1081[/C][C]992.063061681771[/C][C]88.9369383182291[/C][/ROW]
[ROW][C]242[/C][C]1688[/C][C]1451.64875431234[/C][C]236.351245687663[/C][/ROW]
[ROW][C]243[/C][C]736[/C][C]764.740046742881[/C][C]-28.7400467428812[/C][/ROW]
[ROW][C]244[/C][C]617[/C][C]686.249178162056[/C][C]-69.2491781620558[/C][/ROW]
[ROW][C]245[/C][C]812[/C][C]877.811494876871[/C][C]-65.8114948768709[/C][/ROW]
[ROW][C]246[/C][C]1051[/C][C]1053.73002555462[/C][C]-2.73002555461817[/C][/ROW]
[ROW][C]247[/C][C]1656[/C][C]1435.78349090698[/C][C]220.216509093025[/C][/ROW]
[ROW][C]248[/C][C]705[/C][C]806.071485953264[/C][C]-101.071485953264[/C][/ROW]
[ROW][C]249[/C][C]945[/C][C]1047.47100535739[/C][C]-102.471005357393[/C][/ROW]
[ROW][C]250[/C][C]554[/C][C]647.860443037786[/C][C]-93.8604430377857[/C][/ROW]
[ROW][C]251[/C][C]1597[/C][C]1619.05936814198[/C][C]-22.059368141979[/C][/ROW]
[ROW][C]252[/C][C]982[/C][C]995.076543631989[/C][C]-13.076543631989[/C][/ROW]
[ROW][C]253[/C][C]222[/C][C]316.050118957736[/C][C]-94.050118957736[/C][/ROW]
[ROW][C]254[/C][C]1212[/C][C]1232.41523006413[/C][C]-20.4152300641347[/C][/ROW]
[ROW][C]255[/C][C]1143[/C][C]1229.71757517799[/C][C]-86.7175751779901[/C][/ROW]
[ROW][C]256[/C][C]435[/C][C]524.593850280201[/C][C]-89.5938502802013[/C][/ROW]
[ROW][C]257[/C][C]532[/C][C]558.454431780166[/C][C]-26.4544317801657[/C][/ROW]
[ROW][C]258[/C][C]882[/C][C]963.523861550712[/C][C]-81.5238615507125[/C][/ROW]
[ROW][C]259[/C][C]608[/C][C]630.154557786279[/C][C]-22.1545577862794[/C][/ROW]
[ROW][C]260[/C][C]459[/C][C]473.695533926547[/C][C]-14.6955339265469[/C][/ROW]
[ROW][C]261[/C][C]578[/C][C]614.835068084411[/C][C]-36.8350680844105[/C][/ROW]
[ROW][C]262[/C][C]826[/C][C]813.502476866212[/C][C]12.4975231337884[/C][/ROW]
[ROW][C]263[/C][C]509[/C][C]459.758068236617[/C][C]49.2419317633835[/C][/ROW]
[ROW][C]264[/C][C]717[/C][C]672.400770620306[/C][C]44.599229379694[/C][/ROW]
[ROW][C]265[/C][C]637[/C][C]703.278501586371[/C][C]-66.2785015863712[/C][/ROW]
[ROW][C]266[/C][C]857[/C][C]874.61190568271[/C][C]-17.6119056827103[/C][/ROW]
[ROW][C]267[/C][C]830[/C][C]884.323938393414[/C][C]-54.3239383934144[/C][/ROW]
[ROW][C]268[/C][C]652[/C][C]829.911913755353[/C][C]-177.911913755353[/C][/ROW]
[ROW][C]269[/C][C]707[/C][C]821.036937081737[/C][C]-114.036937081737[/C][/ROW]
[ROW][C]270[/C][C]954[/C][C]1041.31223058612[/C][C]-87.3122305861212[/C][/ROW]
[ROW][C]271[/C][C]1461[/C][C]1325.085320476[/C][C]135.914679523995[/C][/ROW]
[ROW][C]272[/C][C]672[/C][C]756.547223829603[/C][C]-84.5472238296032[/C][/ROW]
[ROW][C]273[/C][C]778[/C][C]808.45761174509[/C][C]-30.45761174509[/C][/ROW]
[ROW][C]274[/C][C]1141[/C][C]1163.13778664034[/C][C]-22.1377866403375[/C][/ROW]
[ROW][C]275[/C][C]680[/C][C]643.41857816718[/C][C]36.58142183282[/C][/ROW]
[ROW][C]276[/C][C]1090[/C][C]1031.8517686543[/C][C]58.1482313457034[/C][/ROW]
[ROW][C]277[/C][C]616[/C][C]556.800741891883[/C][C]59.1992581081166[/C][/ROW]
[ROW][C]278[/C][C]285[/C][C]337.796270054653[/C][C]-52.7962700546525[/C][/ROW]
[ROW][C]279[/C][C]1145[/C][C]1048.28255151744[/C][C]96.7174484825583[/C][/ROW]
[ROW][C]280[/C][C]733[/C][C]780.773236160481[/C][C]-47.7732361604811[/C][/ROW]
[ROW][C]281[/C][C]888[/C][C]911.561496998288[/C][C]-23.5614969982878[/C][/ROW]
[ROW][C]282[/C][C]849[/C][C]888.440495109778[/C][C]-39.4404951097777[/C][/ROW]
[ROW][C]283[/C][C]1182[/C][C]1173.71176296485[/C][C]8.28823703514588[/C][/ROW]
[ROW][C]284[/C][C]528[/C][C]572.247881823914[/C][C]-44.2478818239143[/C][/ROW]
[ROW][C]285[/C][C]642[/C][C]724.675227616952[/C][C]-82.6752276169524[/C][/ROW]
[ROW][C]286[/C][C]947[/C][C]577.610814536104[/C][C]369.389185463896[/C][/ROW]
[ROW][C]287[/C][C]819[/C][C]701.968617634402[/C][C]117.031382365598[/C][/ROW]
[ROW][C]288[/C][C]757[/C][C]672.431966316051[/C][C]84.5680336839485[/C][/ROW]
[ROW][C]289[/C][C]894[/C][C]894.506546435864[/C][C]-0.506546435863584[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191153&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191153&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	1312.3191973142	105.680802685795
2	869	1046.61876077568	-177.618760775681
3	1530	1581.4256972705	-51.4256972704974
4	2172	2504.53767447054	-332.537674470538
5	901	882.083435131612	18.9165648683877
6	463	479.211044465802	-16.2110444658018
7	3201	3618.19438011378	-417.194380113776
8	371	372.980699226029	-1.98069922602937
9	1192	1111.23499877078	80.7650012292169
10	1583	1594.98850958051	-11.9885095805053
11	1439	1345.84767808268	93.1523219173149
12	1764	1879.75736306938	-115.757363069383
13	1495	1564.3631220226	-69.3631220226018
14	1373	1437.2092846928	-64.2092846927961
15	2187	2277.96908742951	-90.9690874295062
16	1491	1496.8686726247	-5.86867262469816
17	4041	3760.91108461805	280.088915381951
18	1706	1691.49651835909	14.5034816409117
19	2152	2352.03823577688	-200.038235776885
20	1036	1119.0523596138	-83.0523596137957
21	1882	1768.95545337953	113.044546620469
22	1929	1742.29449324686	186.705506753136
23	2242	2453.32612987461	-211.32612987461
24	1220	1159.94426624047	60.0557337595269
25	1289	1298.45767225236	-9.45767225235579
26	2515	2576.07419594555	-61.074195945548
27	2147	2092.95995842064	54.0400415793645
28	2352	2440.88844315395	-88.8884431539547
29	1638	1606.992598581	31.0074014190013
30	1222	1251.32779000898	-29.3277900089757
31	1812	1964.14586717974	-152.145867179739
32	1677	1717.64662814581	-40.64662814581
33	1579	1534.91161823579	44.0883817642124
34	1731	1856.20847567996	-125.208475679955
35	807	846.664269965099	-39.6642699650992
36	2452	2519.43711906201	-67.4371190620132
37	829	761.499700010106	67.5002999898941
38	1940	2035.37930569393	-95.379305693931
39	2662	2460.03124878011	201.968751219887
40	186	216.120483923287	-30.1204839232871
41	1499	1446.84830589708	52.1516941029198
42	865	747.309832381895	117.690167618105
43	1793	1482.74695519802	310.253044801978
44	2527	2548.07867893825	-21.0786789382491
45	2747	2963.1579233001	-216.157923300102
46	1324	1499.02696663474	-175.026966634744
47	2702	2355.21160601873	346.788393981267
48	1383	1506.14648545299	-123.146485452993
49	1179	1003.80571813486	175.194281865136
50	2099	2067.45643676338	31.5435632366171
51	4308	4734.3858299297	-426.385829929704
52	918	945.787332082533	-27.7873320825333
53	1831	1622.37695987296	208.623040127044
54	3373	3044.25385558754	328.746144412459
55	1713	1845.24879720723	-132.248797207229
56	1438	1360.05220304756	77.9477969524413
57	496	553.219795561551	-57.2197955615508
58	2253	2769.13718034442	-516.13718034442
59	744	703.875440428681	40.1245595713189
60	1161	1294.23515271291	-133.235152712906
61	2352	2112.74324177244	239.256758227557
62	2144	1756.86594923199	387.134050768009
63	4691	3533.63858292411	1157.36141707589
64	1112	1063.25235906179	48.7476409382074
65	2694	2448.30850622293	245.691493777073
66	1973	2268.45832082763	-295.458320827628
67	1769	1873.94257573054	-104.942575730538
68	3148	2870.27156704541	277.728432954586
69	2474	2490.23506650929	-16.2350665092926
70	2084	2201.99150378557	-117.991503785571
71	1954	1850.38468286591	103.615317134089
72	1226	1330.25786164463	-104.257861644631
73	1389	1205.5409003407	183.459099659299
74	1496	1500.50247038627	-4.50247038627024
75	2269	2121.51733792935	147.482662070646
76	1833	1896.01529473989	-63.0152947398878
77	1268	1450.63935732625	-182.639357326254
78	1943	1820.87292256413	122.127077435868
79	893	1031.30058922523	-138.300589225227
80	1762	1646.41851737852	115.58148262148
81	1403	1593.15366542344	-190.153665423443
82	1425	1420.17823234017	4.82176765983242
83	1857	2175.89142946369	-318.891429463685
84	1840	1989.13319489503	-149.133194895025
85	1502	1488.61256172951	13.3874382704936
86	1441	1360.22238065733	80.7776193426738
87	1420	1460.38807301526	-40.3880730152635
88	1416	1311.47116851888	104.528831481124
89	2970	2665.44892478439	304.551075215612
90	1317	1660.98164716456	-343.981647164564
91	1644	1493.5413686615	150.458631338496
92	870	1115.10123385501	-245.10123385501
93	1654	1835.09161171659	-181.091611716591
94	1054	1017.70853087958	36.2914691204181
95	937	869.573450214686	67.4265497853144
96	3004	3266.65142830147	-262.651428301468
97	2008	1970.94087564683	37.0591243531711
98	2547	2386.22427128949	160.775728710507
99	1885	1796.42290365268	88.5770963473194
100	1626	1669.71402331552	-43.7140233155167
101	1468	1396.23315119539	71.7668488046119
102	2445	2325.7910222454	119.208977754596
103	1964	2047.82328520596	-83.8232852059594
104	1381	1326.51869114574	54.4813088542571
105	1369	1370.69789594129	-1.69789594128952
106	1659	1775.30477035263	-116.304770352627
107	2888	2738.82890623697	149.171093763025
108	1290	1031.85469916669	258.145300833314
109	2845	2911.67672504	-66.6767250399983
110	1982	1961.11938873892	20.8806112610784
111	1904	1965.23197752556	-61.2319775255577
112	1391	1602.2124527982	-211.212452798195
113	602	629.953020481186	-27.9530204811859
114	1743	1670.13860744294	72.8613925570603
115	1559	1660.17235679754	-101.172356797536
116	2014	2183.97888500822	-169.97888500822
117	2143	2265.5394588783	-122.539458878303
118	2146	1982.6907190692	163.309280930795
119	874	886.347001988828	-12.3470019888283
120	1590	1489.03044419682	100.969555803178
121	1590	1425.54509685697	164.454903143032
122	1210	1274.42080525653	-64.4208052565272
123	2072	2030.34501235669	41.6549876433113
124	1281	1400.39175071768	-119.391750717683
125	1401	1394.10224344506	6.89775655493858
126	834	798.194958671466	35.8050413285336
127	1105	1133.78039861596	-28.7803986159606
128	1272	1031.51373080809	240.486269191913
129	1944	1858.43153715466	85.5684628453409
130	391	421.431058413915	-30.4310584139151
131	761	717.035044896073	43.9649551039265
132	1605	1645.07234583113	-40.0723458311269
133	530	642.403406290791	-112.403406290791
134	1988	1686.88549010825	301.114509891746
135	1386	1413.4989943229	-27.4989943229014
136	2395	2576.91193118393	-181.911931183928
137	387	400.881168466609	-13.8811684666094
138	1742	1831.48167043431	-89.4816704343098
139	620	553.537766069315	66.4622339306847
140	449	553.849889111908	-104.849889111908
141	800	813.830855453008	-13.8308554530076
142	1684	1463.9238098487	220.076190151303
143	1050	1084.32092966866	-34.3209296686648
144	2699	2673.80842106471	25.1915789352896
145	1606	1537.60111280564	68.3988871943592
146	1502	1274.26050546264	227.739494537355
147	1204	1287.33464115338	-83.3346411533781
148	1138	1102.23295628786	35.7670437121366
149	568	801.023407124999	-233.023407124999
150	1459	1432.30276221386	26.6972377861352
151	2158	2210.94436785937	-52.9443678593735
152	1111	1224.04181960524	-113.041819605245
153	1421	1309.04430701112	111.955692988882
154	2833	3155.41725202898	-322.41725202898
155	1955	2199.54838244202	-244.548382442017
156	2922	2797.39777691341	124.602223086587
157	1002	1142.91295672283	-140.912956722833
158	1060	1136.08438175528	-76.0843817552778
159	956	990.263624316245	-34.2636243162455
160	2186	2613.07081395798	-427.070813957976
161	3604	3405.33602677687	198.66397322313
162	1035	1090.58956743968	-55.5895674396841
163	1417	1497.71046705945	-80.7104670594516
164	3261	3434.13501549086	-173.135015490864
165	1587	1624.39893880915	-37.3989388091531
166	1424	1438.5215209679	-14.5215209679044
167	1701	1791.71552694931	-90.7155269493065
168	1249	1365.60965978251	-116.609659782511
169	946	925.716612774764	20.2833872252361
170	1926	1793.96081220903	132.039187790967
171	3352	3359.38431721983	-7.3843172198272
172	1641	1656.33876808793	-15.3387680879293
173	2035	1802.82878745915	232.171212540853
174	2312	2168.2436590359	143.756340964096
175	1369	1604.07017881834	-235.070178818338
176	1577	1566.00278379633	10.9972162036652
177	2201	2154.82325042564	46.1767495743609
178	961	928.653710300476	32.3462896995238
179	1900	1889.22105157912	10.77894842088
180	1254	1268.19888848456	-14.198888484564
181	1335	1271.78645711669	63.2135428833138
182	1597	1498.12821230957	98.8717876904252
183	207	261.591463588912	-54.591463588912
184	1645	1554.67229078877	90.3277092112345
185	2429	2385.18244791941	43.8175520805866
186	151	234.333157271308	-83.3331572713076
187	474	652.056222158781	-178.056222158781
188	141	212.6573447517	-71.6573447517002
189	1639	1368.03151968429	270.968480315713
190	872	839.393834058604	32.6061659413958
191	1318	1211.52861885301	106.471381146992
192	1018	1165.84235742272	-147.84235742272
193	1383	1287.3194702242	95.6805297758043
194	1314	1136.6581014286	177.341898571396
195	1335	1370.40034204646	-35.4003420464606
196	1403	1349.57084429723	53.4291557027733
197	910	1016.89652177808	-106.896521778078
198	616	683.708097181342	-67.7080971813418
199	1407	1472.58974708387	-65.5897470838694
200	771	823.109966588823	-52.1099665888226
201	766	786.563061576784	-20.5630615767842
202	473	514.090091503204	-41.0900915032038
203	1376	1450.76598834903	-74.7659883490336
204	1232	1225.40017816641	6.59982183359364
205	1521	1517.89932194238	3.10067805762443
206	572	591.424682307827	-19.4246823078274
207	1059	914.152392284709	144.847607715291
208	1544	1615.36673338281	-71.366733382807
209	1230	1231.27111732907	-1.27111732907217
210	1206	1261.41325483626	-55.4132548362589
211	1205	1140.581219679	64.4187803210022
212	1255	1038.39821911629	216.60178088371
213	613	621.150990190575	-8.15099019057495
214	721	830.930035459015	-109.930035459015
215	1109	1052.91625506824	56.0837449317641
216	740	714.885373381562	25.1146266184384
217	1126	1143.4979486867	-17.4979486867003
218	728	825.621553653956	-97.6215536539555
219	689	767.308698387614	-78.3086983876139
220	592	641.440515612159	-49.4405156121592
221	995	945.084559156306	49.9154408436945
222	1613	1225.14736517867	387.852634821325
223	2048	1781.3281117908	266.671888209201
224	705	646.116220541382	58.8837794586184
225	301	405.319150728201	-104.319150728201
226	1803	1753.69686818199	49.3031318180116
227	799	837.89377167053	-38.8937716705305
228	861	975.352024087725	-114.352024087725
229	1186	1078.31968325025	107.680316749752
230	1451	1146.31527668291	304.684723317089
231	628	588.163307256658	39.8366927433425
232	1161	986.669060531104	174.330939468896
233	1463	1382.16027754554	80.8397224544611
234	742	735.503373776033	6.49662622396655
235	979	1066.21198992277	-87.2119899227655
236	675	709.566608175572	-34.5666081755719
237	1241	1214.45949525333	26.5405047466696
238	676	660.952481299927	15.047518700073
239	1049	1068.01005730391	-19.0100573039127
240	620	689.72195749749	-69.7219574974898
241	1081	992.063061681771	88.9369383182291
242	1688	1451.64875431234	236.351245687663
243	736	764.740046742881	-28.7400467428812
244	617	686.249178162056	-69.2491781620558
245	812	877.811494876871	-65.8114948768709
246	1051	1053.73002555462	-2.73002555461817
247	1656	1435.78349090698	220.216509093025
248	705	806.071485953264	-101.071485953264
249	945	1047.47100535739	-102.471005357393
250	554	647.860443037786	-93.8604430377857
251	1597	1619.05936814198	-22.059368141979
252	982	995.076543631989	-13.076543631989
253	222	316.050118957736	-94.050118957736
254	1212	1232.41523006413	-20.4152300641347
255	1143	1229.71757517799	-86.7175751779901
256	435	524.593850280201	-89.5938502802013
257	532	558.454431780166	-26.4544317801657
258	882	963.523861550712	-81.5238615507125
259	608	630.154557786279	-22.1545577862794
260	459	473.695533926547	-14.6955339265469
261	578	614.835068084411	-36.8350680844105
262	826	813.502476866212	12.4975231337884
263	509	459.758068236617	49.2419317633835
264	717	672.400770620306	44.599229379694
265	637	703.278501586371	-66.2785015863712
266	857	874.61190568271	-17.6119056827103
267	830	884.323938393414	-54.3239383934144
268	652	829.911913755353	-177.911913755353
269	707	821.036937081737	-114.036937081737
270	954	1041.31223058612	-87.3122305861212
271	1461	1325.085320476	135.914679523995
272	672	756.547223829603	-84.5472238296032
273	778	808.45761174509	-30.45761174509
274	1141	1163.13778664034	-22.1377866403375
275	680	643.41857816718	36.58142183282
276	1090	1031.8517686543	58.1482313457034
277	616	556.800741891883	59.1992581081166
278	285	337.796270054653	-52.7962700546525
279	1145	1048.28255151744	96.7174484825583
280	733	780.773236160481	-47.7732361604811
281	888	911.561496998288	-23.5614969982878
282	849	888.440495109778	-39.4404951097777
283	1182	1173.71176296485	8.28823703514588
284	528	572.247881823914	-44.2478818239143
285	642	724.675227616952	-82.6752276169524
286	947	577.610814536104	369.389185463896
287	819	701.968617634402	117.031382365598
288	757	672.431966316051	84.5680336839485
289	894	894.506546435864	-0.506546435863584

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
19	0.609734915233807	0.780530169532385	0.390265084766193
20	0.910151162669185	0.179697674661631	0.0898488373308153
21	0.847836123885241	0.304327752229519	0.152163876114759
22	0.850249906325479	0.299500187349041	0.149750093674521
23	0.795462059055324	0.409075881889353	0.204537940944676
24	0.714318816538773	0.571362366922454	0.285681183461227
25	0.727999552593518	0.544000894812964	0.272000447406482
26	0.66361863603426	0.672762727931479	0.33638136396574
27	0.678603727875545	0.64279254424891	0.321396272124455
28	0.617474280827899	0.765051438344202	0.382525719172101
29	0.582204168559657	0.835591662880686	0.417795831440343
30	0.50274006278481	0.99451987443038	0.49725993721519
31	0.548695631153389	0.902608737693222	0.451304368846611
32	0.489968875884528	0.979937751769056	0.510031124115472
33	0.46030400233795	0.920608004675899	0.53969599766205
34	0.464509225700536	0.929018451401072	0.535490774299464
35	0.41165505797027	0.82331011594054	0.58834494202973
36	0.34862207131876	0.69724414263752	0.65137792868124
37	0.303844072677718	0.607688145355437	0.696155927322282
38	0.251363316182716	0.502726632365432	0.748636683817284
39	0.264487781072236	0.528975562144472	0.735512218927764
40	0.224104012766513	0.448208025533026	0.775895987233487
41	0.183296196103764	0.366592392207527	0.816703803896236
42	0.166714124503558	0.333428249007116	0.833285875496442
43	0.229355224537195	0.458710449074391	0.770644775462805
44	0.18687713954496	0.37375427908992	0.81312286045504
45	0.176514573860241	0.353029147720483	0.823485426139759
46	0.189612769515221	0.379225539030443	0.810387230484779
47	0.287033386942457	0.574066773884913	0.712966613057543
48	0.273648556703007	0.547297113406015	0.726351443296993
49	0.259317672124924	0.518635344249849	0.740682327875076
50	0.244640457993341	0.489280915986683	0.755359542006659
51	0.408092646197493	0.816185292394986	0.591907353802507
52	0.366070074918923	0.732140149837846	0.633929925081077
53	0.386935415228206	0.773870830456411	0.613064584771794
54	0.780224418449795	0.43955116310041	0.219775581550205
55	0.757084601427053	0.485830797145893	0.242915398572947
56	0.724504295448684	0.550991409102633	0.275495704551317
57	0.693470498996294	0.613059002007412	0.306529501003706
58	0.912281312822996	0.175437374354008	0.087718687177004
59	0.893189201245479	0.213621597509041	0.106810798754521
60	0.880937466911522	0.238125066176956	0.119062533088478
61	0.90464101020645	0.190717979587101	0.0953589897935504
62	0.966305375133643	0.067389249732713	0.0336946248663565
63	0.999999999776787	4.46426553522574e-10	2.23213276761287e-10
64	0.999999999606139	7.87721493855222e-10	3.93860746927611e-10
65	0.99999999991812	1.63759522919001e-10	8.18797614595003e-11
66	0.999999999989707	2.05858883194908e-11	1.02929441597454e-11
67	0.999999999984337	3.13269905363242e-11	1.56634952681621e-11
68	0.999999999994678	1.06444145686356e-11	5.3222072843178e-12
69	0.999999999989546	2.09082409108493e-11	1.04541204554246e-11
70	0.999999999983942	3.21162148027611e-11	1.60581074013806e-11
71	0.99999999997937	4.12610573378045e-11	2.06305286689023e-11
72	0.99999999996592	6.81603292871729e-11	3.40801646435864e-11
73	0.999999999973529	5.2941870088464e-11	2.6470935044232e-11
74	0.99999999995912	8.17599636233596e-11	4.08799818116798e-11
75	0.999999999969914	6.01720050074688e-11	3.00860025037344e-11
76	0.999999999954411	9.11776584939684e-11	4.55888292469842e-11
77	0.999999999957888	8.42233434592642e-11	4.21116717296321e-11
78	0.999999999958636	8.27285584742397e-11	4.13642792371198e-11
79	0.999999999946166	1.07668517656943e-10	5.38342588284716e-11
80	0.999999999934482	1.31035861563243e-10	6.55179307816216e-11
81	0.999999999944099	1.11802121616394e-10	5.59010608081971e-11
82	0.999999999897713	2.04574663643384e-10	1.02287331821692e-10
83	0.999999999976607	4.67858146612866e-11	2.33929073306433e-11
84	0.999999999974096	5.18077274206435e-11	2.59038637103217e-11
85	0.999999999962585	7.4830664769511e-11	3.74153323847555e-11
86	0.999999999942609	1.14781957370276e-10	5.73909786851378e-11
87	0.999999999897213	2.05573071605435e-10	1.02786535802717e-10
88	0.999999999857982	2.84035844895048e-10	1.42017922447524e-10
89	0.999999999975078	4.98446758208077e-11	2.49223379104039e-11
90	0.999999999990278	1.94445164182075e-11	9.72225820910375e-12
91	0.9999999999961	7.80003171259274e-12	3.90001585629637e-12
92	0.99999999999694	6.12071406068122e-12	3.06035703034061e-12
93	0.99999999999741	5.1805541751728e-12	2.5902770875864e-12
94	0.999999999996979	6.04269488490354e-12	3.02134744245177e-12
95	0.99999999999602	7.96051201739909e-12	3.98025600869954e-12
96	0.999999999998594	2.81146818935902e-12	1.40573409467951e-12
97	0.999999999997804	4.39233585667344e-12	2.19616792833672e-12
98	0.999999999998364	3.27222169691699e-12	1.63611084845849e-12
99	0.99999999999763	4.74029151671108e-12	2.37014575835554e-12
100	0.999999999996155	7.68954248458288e-12	3.84477124229144e-12
101	0.999999999994516	1.09684328259758e-11	5.48421641298788e-12
102	0.99999999999394	1.21192411294156e-11	6.05962056470781e-12
103	0.999999999992289	1.542120548473e-11	7.71060274236499e-12
104	0.999999999986934	2.61322404430551e-11	1.30661202215275e-11
105	0.9999999999761	4.78001441338714e-11	2.39000720669357e-11
106	0.999999999967931	6.41374003004301e-11	3.2068700150215e-11
107	0.999999999974635	5.07296093446875e-11	2.53648046723437e-11
108	0.999999999990156	1.96880195689114e-11	9.84400978445569e-12
109	0.999999999983797	3.24064348082307e-11	1.62032174041154e-11
110	0.999999999971657	5.66852019968387e-11	2.83426009984194e-11
111	0.999999999952027	9.59452711342277e-11	4.79726355671138e-11
112	0.999999999968697	6.26063092478141e-11	3.1303154623907e-11
113	0.999999999944692	1.10615962898596e-10	5.5307981449298e-11
114	0.999999999915295	1.69409598497837e-10	8.47047992489185e-11
115	0.999999999897758	2.04484865110524e-10	1.02242432555262e-10
116	0.999999999946359	1.07282664479826e-10	5.3641332239913e-11
117	0.999999999922179	1.55641906634923e-10	7.78209533174615e-11
118	0.999999999925909	1.48181547544088e-10	7.40907737720442e-11
119	0.999999999869042	2.61915925847757e-10	1.30957962923879e-10
120	0.999999999833823	3.32354089775438e-10	1.66177044887719e-10
121	0.99999999982081	3.58380415809649e-10	1.79190207904825e-10
122	0.999999999695665	6.08669580516063e-10	3.04334790258032e-10
123	0.999999999522319	9.55362253532274e-10	4.77681126766137e-10
124	0.99999999930576	1.38847926036074e-09	6.94239630180372e-10
125	0.999999998817055	2.36589087946886e-09	1.18294543973443e-09
126	0.999999998110968	3.77806381612317e-09	1.88903190806159e-09
127	0.999999996817062	6.36587607813353e-09	3.18293803906676e-09
128	0.999999998471394	3.05721131242021e-09	1.52860565621011e-09
129	0.999999997961185	4.07762908414599e-09	2.03881454207299e-09
130	0.999999996586358	6.82728367370303e-09	3.41364183685152e-09
131	0.999999994453873	1.10922545069938e-08	5.54612725349692e-09
132	0.999999991052163	1.78956732042077e-08	8.94783660210383e-09
133	0.999999987361564	2.52768717921684e-08	1.26384358960842e-08
134	0.999999996729463	6.54107368898084e-09	3.27053684449042e-09
135	0.99999999873824	2.52351962746881e-09	1.26175981373441e-09
136	0.999999999159243	1.68151340541669e-09	8.40756702708344e-10
137	0.999999998562433	2.87513438504852e-09	1.43756719252426e-09
138	0.999999998152783	3.69443392261795e-09	1.84721696130897e-09
139	0.999999997456259	5.08748240470233e-09	2.54374120235117e-09
140	0.999999996457434	7.0851321638131e-09	3.54256608190655e-09
141	0.999999993992203	1.20155936146007e-08	6.00779680730034e-09
142	0.999999996596802	6.80639634476093e-09	3.40319817238046e-09
143	0.99999999435476	1.12904808128443e-08	5.64524040642213e-09
144	0.999999991224211	1.75515775706265e-08	8.77578878531327e-09
145	0.999999986293474	2.74130525014556e-08	1.37065262507278e-08
146	0.999999994377463	1.12450737925371e-08	5.62253689626856e-09
147	0.999999992156164	1.56876718076878e-08	7.84383590384389e-09
148	0.999999986925406	2.6149186948968e-08	1.3074593474484e-08
149	0.999999991660068	1.66798640924412e-08	8.33993204622061e-09
150	0.999999986458858	2.70822841981158e-08	1.35411420990579e-08
151	0.999999978769754	4.24604915752425e-08	2.12302457876213e-08
152	0.99999997049071	5.90185800779377e-08	2.95092900389689e-08
153	0.999999970213242	5.95735165732614e-08	2.97867582866307e-08
154	0.999999995955488	8.08902486604801e-09	4.04451243302401e-09
155	0.999999998221378	3.55724375510824e-09	1.77862187755412e-09
156	0.999999997511615	4.97676950540533e-09	2.48838475270267e-09
157	0.999999997421687	5.15662579436484e-09	2.57831289718242e-09
158	0.999999996701914	6.59617235671367e-09	3.29808617835683e-09
159	0.999999994406309	1.11873814845115e-08	5.59369074225577e-09
160	0.999999999915898	1.682035564827e-10	8.41017782413501e-11
161	0.999999999908485	1.83030947910162e-10	9.15154739550812e-11
162	0.999999999883463	2.33073591390734e-10	1.16536795695367e-10
163	0.999999999811656	3.766884823369e-10	1.8834424116845e-10
164	0.999999999946803	1.06394316671346e-10	5.31971583356728e-11
165	0.999999999921651	1.5669782191449e-10	7.83489109572451e-11
166	0.999999999869364	2.61271317084547e-10	1.30635658542273e-10
167	0.999999999871733	2.56533865392443e-10	1.28266932696222e-10
168	0.999999999854956	2.90088438410404e-10	1.45044219205202e-10
169	0.999999999735118	5.29764172537903e-10	2.64882086268951e-10
170	0.999999999662643	6.74714897436734e-10	3.37357448718367e-10
171	0.999999999804081	3.91836949153573e-10	1.95918474576786e-10
172	0.99999999965548	6.89039901653725e-10	3.44519950826863e-10
173	0.999999999886644	2.26712603408769e-10	1.13356301704385e-10
174	0.99999999982696	3.46079096469899e-10	1.7303954823495e-10
175	0.99999999998217	3.56605064023857e-11	1.78302532011929e-11
176	0.999999999966556	6.68882789253179e-11	3.3444139462659e-11
177	0.999999999963632	7.27352280587293e-11	3.63676140293647e-11
178	0.999999999931604	1.36791605728198e-10	6.83958028640989e-11
179	0.999999999926845	1.46309989211079e-10	7.31549946055397e-11
180	0.999999999860539	2.7892239859395e-10	1.39461199296975e-10
181	0.999999999743758	5.1248426830301e-10	2.56242134151505e-10
182	0.999999999557533	8.84933084024782e-10	4.42466542012391e-10
183	0.999999999214991	1.57001770971769e-09	7.85008854858845e-10
184	0.999999998677743	2.64451418565563e-09	1.32225709282781e-09
185	0.999999999453676	1.09264778517864e-09	5.46323892589319e-10
186	0.999999999024855	1.95028987798567e-09	9.75144938992834e-10
187	0.999999999090619	1.81876281454045e-09	9.09381407270226e-10
188	0.999999998355257	3.28948530399463e-09	1.64474265199731e-09
189	0.999999999332902	1.33419618480002e-09	6.67098092400008e-10
190	0.999999998843825	2.31235078400659e-09	1.15617539200329e-09
191	0.999999997914423	4.17115378926223e-09	2.08557689463111e-09
192	0.999999996913529	6.1729423148071e-09	3.08647115740355e-09
193	0.999999994645309	1.07093823844723e-08	5.35469119223616e-09
194	0.999999992230936	1.5538127025611e-08	7.76906351280552e-09
195	0.999999985802608	2.83947842549211e-08	1.41973921274606e-08
196	0.999999976766181	4.64676380153608e-08	2.32338190076804e-08
197	0.999999962615899	7.47682025118337e-08	3.73841012559169e-08
198	0.999999934920588	1.30158824757495e-07	6.50794123787473e-08
199	0.999999928430339	1.43139321159906e-07	7.15696605799528e-08
200	0.999999874574748	2.50850504469775e-07	1.25425252234887e-07
201	0.999999801931415	3.96137168961323e-07	1.98068584480661e-07
202	0.999999657449836	6.85100328562304e-07	3.42550164281152e-07
203	0.99999945904158	1.08191684077498e-06	5.40958420387491e-07
204	0.999999166258969	1.66748206186333e-06	8.33741030931666e-07
205	0.999998899279495	2.20144101063869e-06	1.10072050531934e-06
206	0.999998167447222	3.66510555554168e-06	1.83255277777084e-06
207	0.999998164617871	3.670764258299e-06	1.8353821291495e-06
208	0.999997758388319	4.48322336242143e-06	2.24161168121072e-06
209	0.999996315821256	7.36835748762156e-06	3.68417874381078e-06
210	0.999994987987421	1.00240251571142e-05	5.01201257855712e-06
211	0.999991939681939	1.61206361215005e-05	8.06031806075024e-06
212	0.999996232122414	7.53575517188184e-06	3.76787758594092e-06
213	0.999993578539276	1.28429214483341e-05	6.42146072416706e-06
214	0.999994037920722	1.19241585560316e-05	5.96207927801579e-06
215	0.999991681353996	1.66372920084161e-05	8.31864600420805e-06
216	0.999986048019433	2.79039611338505e-05	1.39519805669252e-05
217	0.99998129554528	3.74089094409241e-05	1.87044547204621e-05
218	0.999992125261219	1.57494775619586e-05	7.87473878097931e-06
219	0.999988639420811	2.27211583782488e-05	1.13605791891244e-05
220	0.999980738326908	3.8523346184354e-05	1.9261673092177e-05
221	0.999969666022826	6.06679543476172e-05	3.03339771738086e-05
222	0.999975243254671	4.95134906575931e-05	2.47567453287966e-05
223	0.999979291569523	4.14168609539036e-05	2.07084304769518e-05
224	0.999966416340487	6.71673190264953e-05	3.35836595132477e-05
225	0.999954809625716	9.03807485685158e-05	4.51903742842579e-05
226	0.999924915767311	0.000150168465377988	7.50842326889938e-05
227	0.999881877816776	0.000236244366447728	0.000118122183223864
228	0.999843930398596	0.000312139202808605	0.000156069601404302
229	0.999861363279612	0.000277273440776901	0.000138636720388451
230	0.999975056077181	4.98878456381743e-05	2.49439228190872e-05
231	0.999961202562414	7.75948751709906e-05	3.87974375854953e-05
232	0.999976521819061	4.69563618772996e-05	2.34781809386498e-05
233	0.999969727459056	6.05450818880151e-05	3.02725409440075e-05
234	0.999947907265588	0.000104185468823215	5.20927344116075e-05
235	0.999954923187995	9.01536240093993e-05	4.50768120046997e-05
236	0.999923158749028	0.000153682501943833	7.68412509719164e-05
237	0.999864048367449	0.000271903265102167	0.000135951632551083
238	0.999786281516731	0.000427436966538378	0.000213718483269189
239	0.999637889854894	0.000724220290213017	0.000362110145106509
240	0.999493233843382	0.00101353231323529	0.000506766156617645
241	0.999238227063375	0.00152354587325038	0.00076177293662519
242	0.999774317285856	0.000451365428287855	0.000225682714143928
243	0.999597561402929	0.000804877194142393	0.000402438597071196
244	0.999413481388006	0.00117303722398856	0.000586518611994279
245	0.999019624060064	0.00196075187987193	0.000980375939935964
246	0.998867523979616	0.00226495204076871	0.00113247602038435
247	0.999771891525318	0.000456216949364871	0.000228108474682435
248	0.999626776664054	0.000746446671891652	0.000373223335945826
249	0.999358208988633	0.00128358202273426	0.00064179101136713
250	0.998892752300003	0.00221449539999434	0.00110724769999717
251	0.99823640594329	0.00352718811341993	0.00176359405670997
252	0.99701272870532	0.00597454258935904	0.00298727129467952
253	0.995061383523667	0.00987723295266523	0.00493861647633262
254	0.991751345630597	0.0164973087388069	0.00824865436940344
255	0.987070367213553	0.0258592655728946	0.0129296327864473
256	0.979964254446606	0.0400714911067885	0.0200357455533943
257	0.967678391371375	0.0646432172572501	0.0323216086286251
258	0.953089452151566	0.0938210956968673	0.0469105478484336
259	0.92791882850383	0.14416234299234	0.0720811714961701
260	0.894552958344546	0.210894083310908	0.105447041655454
261	0.917672367159621	0.164655265680758	0.0823276328403791
262	0.890388626037865	0.21922274792427	0.109611373962135
263	0.869139268175182	0.261721463649637	0.130860731824818
264	0.80516879097097	0.38966241805806	0.19483120902903
265	0.733635885410227	0.532728229179546	0.266364114589773
266	0.631855318427153	0.736289363145694	0.368144681572847
267	0.53603412486781	0.92793175026438	0.46396587513219
268	0.683544993575561	0.632910012848877	0.316455006424439
269	0.620032092892058	0.759935814215885	0.379967907107942
270	0.808190097760031	0.383619804479938	0.191809902239969

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
19 & 0.609734915233807 & 0.780530169532385 & 0.390265084766193 \tabularnewline
20 & 0.910151162669185 & 0.179697674661631 & 0.0898488373308153 \tabularnewline
21 & 0.847836123885241 & 0.304327752229519 & 0.152163876114759 \tabularnewline
22 & 0.850249906325479 & 0.299500187349041 & 0.149750093674521 \tabularnewline
23 & 0.795462059055324 & 0.409075881889353 & 0.204537940944676 \tabularnewline
24 & 0.714318816538773 & 0.571362366922454 & 0.285681183461227 \tabularnewline
25 & 0.727999552593518 & 0.544000894812964 & 0.272000447406482 \tabularnewline
26 & 0.66361863603426 & 0.672762727931479 & 0.33638136396574 \tabularnewline
27 & 0.678603727875545 & 0.64279254424891 & 0.321396272124455 \tabularnewline
28 & 0.617474280827899 & 0.765051438344202 & 0.382525719172101 \tabularnewline
29 & 0.582204168559657 & 0.835591662880686 & 0.417795831440343 \tabularnewline
30 & 0.50274006278481 & 0.99451987443038 & 0.49725993721519 \tabularnewline
31 & 0.548695631153389 & 0.902608737693222 & 0.451304368846611 \tabularnewline
32 & 0.489968875884528 & 0.979937751769056 & 0.510031124115472 \tabularnewline
33 & 0.46030400233795 & 0.920608004675899 & 0.53969599766205 \tabularnewline
34 & 0.464509225700536 & 0.929018451401072 & 0.535490774299464 \tabularnewline
35 & 0.41165505797027 & 0.82331011594054 & 0.58834494202973 \tabularnewline
36 & 0.34862207131876 & 0.69724414263752 & 0.65137792868124 \tabularnewline
37 & 0.303844072677718 & 0.607688145355437 & 0.696155927322282 \tabularnewline
38 & 0.251363316182716 & 0.502726632365432 & 0.748636683817284 \tabularnewline
39 & 0.264487781072236 & 0.528975562144472 & 0.735512218927764 \tabularnewline
40 & 0.224104012766513 & 0.448208025533026 & 0.775895987233487 \tabularnewline
41 & 0.183296196103764 & 0.366592392207527 & 0.816703803896236 \tabularnewline
42 & 0.166714124503558 & 0.333428249007116 & 0.833285875496442 \tabularnewline
43 & 0.229355224537195 & 0.458710449074391 & 0.770644775462805 \tabularnewline
44 & 0.18687713954496 & 0.37375427908992 & 0.81312286045504 \tabularnewline
45 & 0.176514573860241 & 0.353029147720483 & 0.823485426139759 \tabularnewline
46 & 0.189612769515221 & 0.379225539030443 & 0.810387230484779 \tabularnewline
47 & 0.287033386942457 & 0.574066773884913 & 0.712966613057543 \tabularnewline
48 & 0.273648556703007 & 0.547297113406015 & 0.726351443296993 \tabularnewline
49 & 0.259317672124924 & 0.518635344249849 & 0.740682327875076 \tabularnewline
50 & 0.244640457993341 & 0.489280915986683 & 0.755359542006659 \tabularnewline
51 & 0.408092646197493 & 0.816185292394986 & 0.591907353802507 \tabularnewline
52 & 0.366070074918923 & 0.732140149837846 & 0.633929925081077 \tabularnewline
53 & 0.386935415228206 & 0.773870830456411 & 0.613064584771794 \tabularnewline
54 & 0.780224418449795 & 0.43955116310041 & 0.219775581550205 \tabularnewline
55 & 0.757084601427053 & 0.485830797145893 & 0.242915398572947 \tabularnewline
56 & 0.724504295448684 & 0.550991409102633 & 0.275495704551317 \tabularnewline
57 & 0.693470498996294 & 0.613059002007412 & 0.306529501003706 \tabularnewline
58 & 0.912281312822996 & 0.175437374354008 & 0.087718687177004 \tabularnewline
59 & 0.893189201245479 & 0.213621597509041 & 0.106810798754521 \tabularnewline
60 & 0.880937466911522 & 0.238125066176956 & 0.119062533088478 \tabularnewline
61 & 0.90464101020645 & 0.190717979587101 & 0.0953589897935504 \tabularnewline
62 & 0.966305375133643 & 0.067389249732713 & 0.0336946248663565 \tabularnewline
63 & 0.999999999776787 & 4.46426553522574e-10 & 2.23213276761287e-10 \tabularnewline
64 & 0.999999999606139 & 7.87721493855222e-10 & 3.93860746927611e-10 \tabularnewline
65 & 0.99999999991812 & 1.63759522919001e-10 & 8.18797614595003e-11 \tabularnewline
66 & 0.999999999989707 & 2.05858883194908e-11 & 1.02929441597454e-11 \tabularnewline
67 & 0.999999999984337 & 3.13269905363242e-11 & 1.56634952681621e-11 \tabularnewline
68 & 0.999999999994678 & 1.06444145686356e-11 & 5.3222072843178e-12 \tabularnewline
69 & 0.999999999989546 & 2.09082409108493e-11 & 1.04541204554246e-11 \tabularnewline
70 & 0.999999999983942 & 3.21162148027611e-11 & 1.60581074013806e-11 \tabularnewline
71 & 0.99999999997937 & 4.12610573378045e-11 & 2.06305286689023e-11 \tabularnewline
72 & 0.99999999996592 & 6.81603292871729e-11 & 3.40801646435864e-11 \tabularnewline
73 & 0.999999999973529 & 5.2941870088464e-11 & 2.6470935044232e-11 \tabularnewline
74 & 0.99999999995912 & 8.17599636233596e-11 & 4.08799818116798e-11 \tabularnewline
75 & 0.999999999969914 & 6.01720050074688e-11 & 3.00860025037344e-11 \tabularnewline
76 & 0.999999999954411 & 9.11776584939684e-11 & 4.55888292469842e-11 \tabularnewline
77 & 0.999999999957888 & 8.42233434592642e-11 & 4.21116717296321e-11 \tabularnewline
78 & 0.999999999958636 & 8.27285584742397e-11 & 4.13642792371198e-11 \tabularnewline
79 & 0.999999999946166 & 1.07668517656943e-10 & 5.38342588284716e-11 \tabularnewline
80 & 0.999999999934482 & 1.31035861563243e-10 & 6.55179307816216e-11 \tabularnewline
81 & 0.999999999944099 & 1.11802121616394e-10 & 5.59010608081971e-11 \tabularnewline
82 & 0.999999999897713 & 2.04574663643384e-10 & 1.02287331821692e-10 \tabularnewline
83 & 0.999999999976607 & 4.67858146612866e-11 & 2.33929073306433e-11 \tabularnewline
84 & 0.999999999974096 & 5.18077274206435e-11 & 2.59038637103217e-11 \tabularnewline
85 & 0.999999999962585 & 7.4830664769511e-11 & 3.74153323847555e-11 \tabularnewline
86 & 0.999999999942609 & 1.14781957370276e-10 & 5.73909786851378e-11 \tabularnewline
87 & 0.999999999897213 & 2.05573071605435e-10 & 1.02786535802717e-10 \tabularnewline
88 & 0.999999999857982 & 2.84035844895048e-10 & 1.42017922447524e-10 \tabularnewline
89 & 0.999999999975078 & 4.98446758208077e-11 & 2.49223379104039e-11 \tabularnewline
90 & 0.999999999990278 & 1.94445164182075e-11 & 9.72225820910375e-12 \tabularnewline
91 & 0.9999999999961 & 7.80003171259274e-12 & 3.90001585629637e-12 \tabularnewline
92 & 0.99999999999694 & 6.12071406068122e-12 & 3.06035703034061e-12 \tabularnewline
93 & 0.99999999999741 & 5.1805541751728e-12 & 2.5902770875864e-12 \tabularnewline
94 & 0.999999999996979 & 6.04269488490354e-12 & 3.02134744245177e-12 \tabularnewline
95 & 0.99999999999602 & 7.96051201739909e-12 & 3.98025600869954e-12 \tabularnewline
96 & 0.999999999998594 & 2.81146818935902e-12 & 1.40573409467951e-12 \tabularnewline
97 & 0.999999999997804 & 4.39233585667344e-12 & 2.19616792833672e-12 \tabularnewline
98 & 0.999999999998364 & 3.27222169691699e-12 & 1.63611084845849e-12 \tabularnewline
99 & 0.99999999999763 & 4.74029151671108e-12 & 2.37014575835554e-12 \tabularnewline
100 & 0.999999999996155 & 7.68954248458288e-12 & 3.84477124229144e-12 \tabularnewline
101 & 0.999999999994516 & 1.09684328259758e-11 & 5.48421641298788e-12 \tabularnewline
102 & 0.99999999999394 & 1.21192411294156e-11 & 6.05962056470781e-12 \tabularnewline
103 & 0.999999999992289 & 1.542120548473e-11 & 7.71060274236499e-12 \tabularnewline
104 & 0.999999999986934 & 2.61322404430551e-11 & 1.30661202215275e-11 \tabularnewline
105 & 0.9999999999761 & 4.78001441338714e-11 & 2.39000720669357e-11 \tabularnewline
106 & 0.999999999967931 & 6.41374003004301e-11 & 3.2068700150215e-11 \tabularnewline
107 & 0.999999999974635 & 5.07296093446875e-11 & 2.53648046723437e-11 \tabularnewline
108 & 0.999999999990156 & 1.96880195689114e-11 & 9.84400978445569e-12 \tabularnewline
109 & 0.999999999983797 & 3.24064348082307e-11 & 1.62032174041154e-11 \tabularnewline
110 & 0.999999999971657 & 5.66852019968387e-11 & 2.83426009984194e-11 \tabularnewline
111 & 0.999999999952027 & 9.59452711342277e-11 & 4.79726355671138e-11 \tabularnewline
112 & 0.999999999968697 & 6.26063092478141e-11 & 3.1303154623907e-11 \tabularnewline
113 & 0.999999999944692 & 1.10615962898596e-10 & 5.5307981449298e-11 \tabularnewline
114 & 0.999999999915295 & 1.69409598497837e-10 & 8.47047992489185e-11 \tabularnewline
115 & 0.999999999897758 & 2.04484865110524e-10 & 1.02242432555262e-10 \tabularnewline
116 & 0.999999999946359 & 1.07282664479826e-10 & 5.3641332239913e-11 \tabularnewline
117 & 0.999999999922179 & 1.55641906634923e-10 & 7.78209533174615e-11 \tabularnewline
118 & 0.999999999925909 & 1.48181547544088e-10 & 7.40907737720442e-11 \tabularnewline
119 & 0.999999999869042 & 2.61915925847757e-10 & 1.30957962923879e-10 \tabularnewline
120 & 0.999999999833823 & 3.32354089775438e-10 & 1.66177044887719e-10 \tabularnewline
121 & 0.99999999982081 & 3.58380415809649e-10 & 1.79190207904825e-10 \tabularnewline
122 & 0.999999999695665 & 6.08669580516063e-10 & 3.04334790258032e-10 \tabularnewline
123 & 0.999999999522319 & 9.55362253532274e-10 & 4.77681126766137e-10 \tabularnewline
124 & 0.99999999930576 & 1.38847926036074e-09 & 6.94239630180372e-10 \tabularnewline
125 & 0.999999998817055 & 2.36589087946886e-09 & 1.18294543973443e-09 \tabularnewline
126 & 0.999999998110968 & 3.77806381612317e-09 & 1.88903190806159e-09 \tabularnewline
127 & 0.999999996817062 & 6.36587607813353e-09 & 3.18293803906676e-09 \tabularnewline
128 & 0.999999998471394 & 3.05721131242021e-09 & 1.52860565621011e-09 \tabularnewline
129 & 0.999999997961185 & 4.07762908414599e-09 & 2.03881454207299e-09 \tabularnewline
130 & 0.999999996586358 & 6.82728367370303e-09 & 3.41364183685152e-09 \tabularnewline
131 & 0.999999994453873 & 1.10922545069938e-08 & 5.54612725349692e-09 \tabularnewline
132 & 0.999999991052163 & 1.78956732042077e-08 & 8.94783660210383e-09 \tabularnewline
133 & 0.999999987361564 & 2.52768717921684e-08 & 1.26384358960842e-08 \tabularnewline
134 & 0.999999996729463 & 6.54107368898084e-09 & 3.27053684449042e-09 \tabularnewline
135 & 0.99999999873824 & 2.52351962746881e-09 & 1.26175981373441e-09 \tabularnewline
136 & 0.999999999159243 & 1.68151340541669e-09 & 8.40756702708344e-10 \tabularnewline
137 & 0.999999998562433 & 2.87513438504852e-09 & 1.43756719252426e-09 \tabularnewline
138 & 0.999999998152783 & 3.69443392261795e-09 & 1.84721696130897e-09 \tabularnewline
139 & 0.999999997456259 & 5.08748240470233e-09 & 2.54374120235117e-09 \tabularnewline
140 & 0.999999996457434 & 7.0851321638131e-09 & 3.54256608190655e-09 \tabularnewline
141 & 0.999999993992203 & 1.20155936146007e-08 & 6.00779680730034e-09 \tabularnewline
142 & 0.999999996596802 & 6.80639634476093e-09 & 3.40319817238046e-09 \tabularnewline
143 & 0.99999999435476 & 1.12904808128443e-08 & 5.64524040642213e-09 \tabularnewline
144 & 0.999999991224211 & 1.75515775706265e-08 & 8.77578878531327e-09 \tabularnewline
145 & 0.999999986293474 & 2.74130525014556e-08 & 1.37065262507278e-08 \tabularnewline
146 & 0.999999994377463 & 1.12450737925371e-08 & 5.62253689626856e-09 \tabularnewline
147 & 0.999999992156164 & 1.56876718076878e-08 & 7.84383590384389e-09 \tabularnewline
148 & 0.999999986925406 & 2.6149186948968e-08 & 1.3074593474484e-08 \tabularnewline
149 & 0.999999991660068 & 1.66798640924412e-08 & 8.33993204622061e-09 \tabularnewline
150 & 0.999999986458858 & 2.70822841981158e-08 & 1.35411420990579e-08 \tabularnewline
151 & 0.999999978769754 & 4.24604915752425e-08 & 2.12302457876213e-08 \tabularnewline
152 & 0.99999997049071 & 5.90185800779377e-08 & 2.95092900389689e-08 \tabularnewline
153 & 0.999999970213242 & 5.95735165732614e-08 & 2.97867582866307e-08 \tabularnewline
154 & 0.999999995955488 & 8.08902486604801e-09 & 4.04451243302401e-09 \tabularnewline
155 & 0.999999998221378 & 3.55724375510824e-09 & 1.77862187755412e-09 \tabularnewline
156 & 0.999999997511615 & 4.97676950540533e-09 & 2.48838475270267e-09 \tabularnewline
157 & 0.999999997421687 & 5.15662579436484e-09 & 2.57831289718242e-09 \tabularnewline
158 & 0.999999996701914 & 6.59617235671367e-09 & 3.29808617835683e-09 \tabularnewline
159 & 0.999999994406309 & 1.11873814845115e-08 & 5.59369074225577e-09 \tabularnewline
160 & 0.999999999915898 & 1.682035564827e-10 & 8.41017782413501e-11 \tabularnewline
161 & 0.999999999908485 & 1.83030947910162e-10 & 9.15154739550812e-11 \tabularnewline
162 & 0.999999999883463 & 2.33073591390734e-10 & 1.16536795695367e-10 \tabularnewline
163 & 0.999999999811656 & 3.766884823369e-10 & 1.8834424116845e-10 \tabularnewline
164 & 0.999999999946803 & 1.06394316671346e-10 & 5.31971583356728e-11 \tabularnewline
165 & 0.999999999921651 & 1.5669782191449e-10 & 7.83489109572451e-11 \tabularnewline
166 & 0.999999999869364 & 2.61271317084547e-10 & 1.30635658542273e-10 \tabularnewline
167 & 0.999999999871733 & 2.56533865392443e-10 & 1.28266932696222e-10 \tabularnewline
168 & 0.999999999854956 & 2.90088438410404e-10 & 1.45044219205202e-10 \tabularnewline
169 & 0.999999999735118 & 5.29764172537903e-10 & 2.64882086268951e-10 \tabularnewline
170 & 0.999999999662643 & 6.74714897436734e-10 & 3.37357448718367e-10 \tabularnewline
171 & 0.999999999804081 & 3.91836949153573e-10 & 1.95918474576786e-10 \tabularnewline
172 & 0.99999999965548 & 6.89039901653725e-10 & 3.44519950826863e-10 \tabularnewline
173 & 0.999999999886644 & 2.26712603408769e-10 & 1.13356301704385e-10 \tabularnewline
174 & 0.99999999982696 & 3.46079096469899e-10 & 1.7303954823495e-10 \tabularnewline
175 & 0.99999999998217 & 3.56605064023857e-11 & 1.78302532011929e-11 \tabularnewline
176 & 0.999999999966556 & 6.68882789253179e-11 & 3.3444139462659e-11 \tabularnewline
177 & 0.999999999963632 & 7.27352280587293e-11 & 3.63676140293647e-11 \tabularnewline
178 & 0.999999999931604 & 1.36791605728198e-10 & 6.83958028640989e-11 \tabularnewline
179 & 0.999999999926845 & 1.46309989211079e-10 & 7.31549946055397e-11 \tabularnewline
180 & 0.999999999860539 & 2.7892239859395e-10 & 1.39461199296975e-10 \tabularnewline
181 & 0.999999999743758 & 5.1248426830301e-10 & 2.56242134151505e-10 \tabularnewline
182 & 0.999999999557533 & 8.84933084024782e-10 & 4.42466542012391e-10 \tabularnewline
183 & 0.999999999214991 & 1.57001770971769e-09 & 7.85008854858845e-10 \tabularnewline
184 & 0.999999998677743 & 2.64451418565563e-09 & 1.32225709282781e-09 \tabularnewline
185 & 0.999999999453676 & 1.09264778517864e-09 & 5.46323892589319e-10 \tabularnewline
186 & 0.999999999024855 & 1.95028987798567e-09 & 9.75144938992834e-10 \tabularnewline
187 & 0.999999999090619 & 1.81876281454045e-09 & 9.09381407270226e-10 \tabularnewline
188 & 0.999999998355257 & 3.28948530399463e-09 & 1.64474265199731e-09 \tabularnewline
189 & 0.999999999332902 & 1.33419618480002e-09 & 6.67098092400008e-10 \tabularnewline
190 & 0.999999998843825 & 2.31235078400659e-09 & 1.15617539200329e-09 \tabularnewline
191 & 0.999999997914423 & 4.17115378926223e-09 & 2.08557689463111e-09 \tabularnewline
192 & 0.999999996913529 & 6.1729423148071e-09 & 3.08647115740355e-09 \tabularnewline
193 & 0.999999994645309 & 1.07093823844723e-08 & 5.35469119223616e-09 \tabularnewline
194 & 0.999999992230936 & 1.5538127025611e-08 & 7.76906351280552e-09 \tabularnewline
195 & 0.999999985802608 & 2.83947842549211e-08 & 1.41973921274606e-08 \tabularnewline
196 & 0.999999976766181 & 4.64676380153608e-08 & 2.32338190076804e-08 \tabularnewline
197 & 0.999999962615899 & 7.47682025118337e-08 & 3.73841012559169e-08 \tabularnewline
198 & 0.999999934920588 & 1.30158824757495e-07 & 6.50794123787473e-08 \tabularnewline
199 & 0.999999928430339 & 1.43139321159906e-07 & 7.15696605799528e-08 \tabularnewline
200 & 0.999999874574748 & 2.50850504469775e-07 & 1.25425252234887e-07 \tabularnewline
201 & 0.999999801931415 & 3.96137168961323e-07 & 1.98068584480661e-07 \tabularnewline
202 & 0.999999657449836 & 6.85100328562304e-07 & 3.42550164281152e-07 \tabularnewline
203 & 0.99999945904158 & 1.08191684077498e-06 & 5.40958420387491e-07 \tabularnewline
204 & 0.999999166258969 & 1.66748206186333e-06 & 8.33741030931666e-07 \tabularnewline
205 & 0.999998899279495 & 2.20144101063869e-06 & 1.10072050531934e-06 \tabularnewline
206 & 0.999998167447222 & 3.66510555554168e-06 & 1.83255277777084e-06 \tabularnewline
207 & 0.999998164617871 & 3.670764258299e-06 & 1.8353821291495e-06 \tabularnewline
208 & 0.999997758388319 & 4.48322336242143e-06 & 2.24161168121072e-06 \tabularnewline
209 & 0.999996315821256 & 7.36835748762156e-06 & 3.68417874381078e-06 \tabularnewline
210 & 0.999994987987421 & 1.00240251571142e-05 & 5.01201257855712e-06 \tabularnewline
211 & 0.999991939681939 & 1.61206361215005e-05 & 8.06031806075024e-06 \tabularnewline
212 & 0.999996232122414 & 7.53575517188184e-06 & 3.76787758594092e-06 \tabularnewline
213 & 0.999993578539276 & 1.28429214483341e-05 & 6.42146072416706e-06 \tabularnewline
214 & 0.999994037920722 & 1.19241585560316e-05 & 5.96207927801579e-06 \tabularnewline
215 & 0.999991681353996 & 1.66372920084161e-05 & 8.31864600420805e-06 \tabularnewline
216 & 0.999986048019433 & 2.79039611338505e-05 & 1.39519805669252e-05 \tabularnewline
217 & 0.99998129554528 & 3.74089094409241e-05 & 1.87044547204621e-05 \tabularnewline
218 & 0.999992125261219 & 1.57494775619586e-05 & 7.87473878097931e-06 \tabularnewline
219 & 0.999988639420811 & 2.27211583782488e-05 & 1.13605791891244e-05 \tabularnewline
220 & 0.999980738326908 & 3.8523346184354e-05 & 1.9261673092177e-05 \tabularnewline
221 & 0.999969666022826 & 6.06679543476172e-05 & 3.03339771738086e-05 \tabularnewline
222 & 0.999975243254671 & 4.95134906575931e-05 & 2.47567453287966e-05 \tabularnewline
223 & 0.999979291569523 & 4.14168609539036e-05 & 2.07084304769518e-05 \tabularnewline
224 & 0.999966416340487 & 6.71673190264953e-05 & 3.35836595132477e-05 \tabularnewline
225 & 0.999954809625716 & 9.03807485685158e-05 & 4.51903742842579e-05 \tabularnewline
226 & 0.999924915767311 & 0.000150168465377988 & 7.50842326889938e-05 \tabularnewline
227 & 0.999881877816776 & 0.000236244366447728 & 0.000118122183223864 \tabularnewline
228 & 0.999843930398596 & 0.000312139202808605 & 0.000156069601404302 \tabularnewline
229 & 0.999861363279612 & 0.000277273440776901 & 0.000138636720388451 \tabularnewline
230 & 0.999975056077181 & 4.98878456381743e-05 & 2.49439228190872e-05 \tabularnewline
231 & 0.999961202562414 & 7.75948751709906e-05 & 3.87974375854953e-05 \tabularnewline
232 & 0.999976521819061 & 4.69563618772996e-05 & 2.34781809386498e-05 \tabularnewline
233 & 0.999969727459056 & 6.05450818880151e-05 & 3.02725409440075e-05 \tabularnewline
234 & 0.999947907265588 & 0.000104185468823215 & 5.20927344116075e-05 \tabularnewline
235 & 0.999954923187995 & 9.01536240093993e-05 & 4.50768120046997e-05 \tabularnewline
236 & 0.999923158749028 & 0.000153682501943833 & 7.68412509719164e-05 \tabularnewline
237 & 0.999864048367449 & 0.000271903265102167 & 0.000135951632551083 \tabularnewline
238 & 0.999786281516731 & 0.000427436966538378 & 0.000213718483269189 \tabularnewline
239 & 0.999637889854894 & 0.000724220290213017 & 0.000362110145106509 \tabularnewline
240 & 0.999493233843382 & 0.00101353231323529 & 0.000506766156617645 \tabularnewline
241 & 0.999238227063375 & 0.00152354587325038 & 0.00076177293662519 \tabularnewline
242 & 0.999774317285856 & 0.000451365428287855 & 0.000225682714143928 \tabularnewline
243 & 0.999597561402929 & 0.000804877194142393 & 0.000402438597071196 \tabularnewline
244 & 0.999413481388006 & 0.00117303722398856 & 0.000586518611994279 \tabularnewline
245 & 0.999019624060064 & 0.00196075187987193 & 0.000980375939935964 \tabularnewline
246 & 0.998867523979616 & 0.00226495204076871 & 0.00113247602038435 \tabularnewline
247 & 0.999771891525318 & 0.000456216949364871 & 0.000228108474682435 \tabularnewline
248 & 0.999626776664054 & 0.000746446671891652 & 0.000373223335945826 \tabularnewline
249 & 0.999358208988633 & 0.00128358202273426 & 0.00064179101136713 \tabularnewline
250 & 0.998892752300003 & 0.00221449539999434 & 0.00110724769999717 \tabularnewline
251 & 0.99823640594329 & 0.00352718811341993 & 0.00176359405670997 \tabularnewline
252 & 0.99701272870532 & 0.00597454258935904 & 0.00298727129467952 \tabularnewline
253 & 0.995061383523667 & 0.00987723295266523 & 0.00493861647633262 \tabularnewline
254 & 0.991751345630597 & 0.0164973087388069 & 0.00824865436940344 \tabularnewline
255 & 0.987070367213553 & 0.0258592655728946 & 0.0129296327864473 \tabularnewline
256 & 0.979964254446606 & 0.0400714911067885 & 0.0200357455533943 \tabularnewline
257 & 0.967678391371375 & 0.0646432172572501 & 0.0323216086286251 \tabularnewline
258 & 0.953089452151566 & 0.0938210956968673 & 0.0469105478484336 \tabularnewline
259 & 0.92791882850383 & 0.14416234299234 & 0.0720811714961701 \tabularnewline
260 & 0.894552958344546 & 0.210894083310908 & 0.105447041655454 \tabularnewline
261 & 0.917672367159621 & 0.164655265680758 & 0.0823276328403791 \tabularnewline
262 & 0.890388626037865 & 0.21922274792427 & 0.109611373962135 \tabularnewline
263 & 0.869139268175182 & 0.261721463649637 & 0.130860731824818 \tabularnewline
264 & 0.80516879097097 & 0.38966241805806 & 0.19483120902903 \tabularnewline
265 & 0.733635885410227 & 0.532728229179546 & 0.266364114589773 \tabularnewline
266 & 0.631855318427153 & 0.736289363145694 & 0.368144681572847 \tabularnewline
267 & 0.53603412486781 & 0.92793175026438 & 0.46396587513219 \tabularnewline
268 & 0.683544993575561 & 0.632910012848877 & 0.316455006424439 \tabularnewline
269 & 0.620032092892058 & 0.759935814215885 & 0.379967907107942 \tabularnewline
270 & 0.808190097760031 & 0.383619804479938 & 0.191809902239969 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191153&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]19[/C][C]0.609734915233807[/C][C]0.780530169532385[/C][C]0.390265084766193[/C][/ROW]
[ROW][C]20[/C][C]0.910151162669185[/C][C]0.179697674661631[/C][C]0.0898488373308153[/C][/ROW]
[ROW][C]21[/C][C]0.847836123885241[/C][C]0.304327752229519[/C][C]0.152163876114759[/C][/ROW]
[ROW][C]22[/C][C]0.850249906325479[/C][C]0.299500187349041[/C][C]0.149750093674521[/C][/ROW]
[ROW][C]23[/C][C]0.795462059055324[/C][C]0.409075881889353[/C][C]0.204537940944676[/C][/ROW]
[ROW][C]24[/C][C]0.714318816538773[/C][C]0.571362366922454[/C][C]0.285681183461227[/C][/ROW]
[ROW][C]25[/C][C]0.727999552593518[/C][C]0.544000894812964[/C][C]0.272000447406482[/C][/ROW]
[ROW][C]26[/C][C]0.66361863603426[/C][C]0.672762727931479[/C][C]0.33638136396574[/C][/ROW]
[ROW][C]27[/C][C]0.678603727875545[/C][C]0.64279254424891[/C][C]0.321396272124455[/C][/ROW]
[ROW][C]28[/C][C]0.617474280827899[/C][C]0.765051438344202[/C][C]0.382525719172101[/C][/ROW]
[ROW][C]29[/C][C]0.582204168559657[/C][C]0.835591662880686[/C][C]0.417795831440343[/C][/ROW]
[ROW][C]30[/C][C]0.50274006278481[/C][C]0.99451987443038[/C][C]0.49725993721519[/C][/ROW]
[ROW][C]31[/C][C]0.548695631153389[/C][C]0.902608737693222[/C][C]0.451304368846611[/C][/ROW]
[ROW][C]32[/C][C]0.489968875884528[/C][C]0.979937751769056[/C][C]0.510031124115472[/C][/ROW]
[ROW][C]33[/C][C]0.46030400233795[/C][C]0.920608004675899[/C][C]0.53969599766205[/C][/ROW]
[ROW][C]34[/C][C]0.464509225700536[/C][C]0.929018451401072[/C][C]0.535490774299464[/C][/ROW]
[ROW][C]35[/C][C]0.41165505797027[/C][C]0.82331011594054[/C][C]0.58834494202973[/C][/ROW]
[ROW][C]36[/C][C]0.34862207131876[/C][C]0.69724414263752[/C][C]0.65137792868124[/C][/ROW]
[ROW][C]37[/C][C]0.303844072677718[/C][C]0.607688145355437[/C][C]0.696155927322282[/C][/ROW]
[ROW][C]38[/C][C]0.251363316182716[/C][C]0.502726632365432[/C][C]0.748636683817284[/C][/ROW]
[ROW][C]39[/C][C]0.264487781072236[/C][C]0.528975562144472[/C][C]0.735512218927764[/C][/ROW]
[ROW][C]40[/C][C]0.224104012766513[/C][C]0.448208025533026[/C][C]0.775895987233487[/C][/ROW]
[ROW][C]41[/C][C]0.183296196103764[/C][C]0.366592392207527[/C][C]0.816703803896236[/C][/ROW]
[ROW][C]42[/C][C]0.166714124503558[/C][C]0.333428249007116[/C][C]0.833285875496442[/C][/ROW]
[ROW][C]43[/C][C]0.229355224537195[/C][C]0.458710449074391[/C][C]0.770644775462805[/C][/ROW]
[ROW][C]44[/C][C]0.18687713954496[/C][C]0.37375427908992[/C][C]0.81312286045504[/C][/ROW]
[ROW][C]45[/C][C]0.176514573860241[/C][C]0.353029147720483[/C][C]0.823485426139759[/C][/ROW]
[ROW][C]46[/C][C]0.189612769515221[/C][C]0.379225539030443[/C][C]0.810387230484779[/C][/ROW]
[ROW][C]47[/C][C]0.287033386942457[/C][C]0.574066773884913[/C][C]0.712966613057543[/C][/ROW]
[ROW][C]48[/C][C]0.273648556703007[/C][C]0.547297113406015[/C][C]0.726351443296993[/C][/ROW]
[ROW][C]49[/C][C]0.259317672124924[/C][C]0.518635344249849[/C][C]0.740682327875076[/C][/ROW]
[ROW][C]50[/C][C]0.244640457993341[/C][C]0.489280915986683[/C][C]0.755359542006659[/C][/ROW]
[ROW][C]51[/C][C]0.408092646197493[/C][C]0.816185292394986[/C][C]0.591907353802507[/C][/ROW]
[ROW][C]52[/C][C]0.366070074918923[/C][C]0.732140149837846[/C][C]0.633929925081077[/C][/ROW]
[ROW][C]53[/C][C]0.386935415228206[/C][C]0.773870830456411[/C][C]0.613064584771794[/C][/ROW]
[ROW][C]54[/C][C]0.780224418449795[/C][C]0.43955116310041[/C][C]0.219775581550205[/C][/ROW]
[ROW][C]55[/C][C]0.757084601427053[/C][C]0.485830797145893[/C][C]0.242915398572947[/C][/ROW]
[ROW][C]56[/C][C]0.724504295448684[/C][C]0.550991409102633[/C][C]0.275495704551317[/C][/ROW]
[ROW][C]57[/C][C]0.693470498996294[/C][C]0.613059002007412[/C][C]0.306529501003706[/C][/ROW]
[ROW][C]58[/C][C]0.912281312822996[/C][C]0.175437374354008[/C][C]0.087718687177004[/C][/ROW]
[ROW][C]59[/C][C]0.893189201245479[/C][C]0.213621597509041[/C][C]0.106810798754521[/C][/ROW]
[ROW][C]60[/C][C]0.880937466911522[/C][C]0.238125066176956[/C][C]0.119062533088478[/C][/ROW]
[ROW][C]61[/C][C]0.90464101020645[/C][C]0.190717979587101[/C][C]0.0953589897935504[/C][/ROW]
[ROW][C]62[/C][C]0.966305375133643[/C][C]0.067389249732713[/C][C]0.0336946248663565[/C][/ROW]
[ROW][C]63[/C][C]0.999999999776787[/C][C]4.46426553522574e-10[/C][C]2.23213276761287e-10[/C][/ROW]
[ROW][C]64[/C][C]0.999999999606139[/C][C]7.87721493855222e-10[/C][C]3.93860746927611e-10[/C][/ROW]
[ROW][C]65[/C][C]0.99999999991812[/C][C]1.63759522919001e-10[/C][C]8.18797614595003e-11[/C][/ROW]
[ROW][C]66[/C][C]0.999999999989707[/C][C]2.05858883194908e-11[/C][C]1.02929441597454e-11[/C][/ROW]
[ROW][C]67[/C][C]0.999999999984337[/C][C]3.13269905363242e-11[/C][C]1.56634952681621e-11[/C][/ROW]
[ROW][C]68[/C][C]0.999999999994678[/C][C]1.06444145686356e-11[/C][C]5.3222072843178e-12[/C][/ROW]
[ROW][C]69[/C][C]0.999999999989546[/C][C]2.09082409108493e-11[/C][C]1.04541204554246e-11[/C][/ROW]
[ROW][C]70[/C][C]0.999999999983942[/C][C]3.21162148027611e-11[/C][C]1.60581074013806e-11[/C][/ROW]
[ROW][C]71[/C][C]0.99999999997937[/C][C]4.12610573378045e-11[/C][C]2.06305286689023e-11[/C][/ROW]
[ROW][C]72[/C][C]0.99999999996592[/C][C]6.81603292871729e-11[/C][C]3.40801646435864e-11[/C][/ROW]
[ROW][C]73[/C][C]0.999999999973529[/C][C]5.2941870088464e-11[/C][C]2.6470935044232e-11[/C][/ROW]
[ROW][C]74[/C][C]0.99999999995912[/C][C]8.17599636233596e-11[/C][C]4.08799818116798e-11[/C][/ROW]
[ROW][C]75[/C][C]0.999999999969914[/C][C]6.01720050074688e-11[/C][C]3.00860025037344e-11[/C][/ROW]
[ROW][C]76[/C][C]0.999999999954411[/C][C]9.11776584939684e-11[/C][C]4.55888292469842e-11[/C][/ROW]
[ROW][C]77[/C][C]0.999999999957888[/C][C]8.42233434592642e-11[/C][C]4.21116717296321e-11[/C][/ROW]
[ROW][C]78[/C][C]0.999999999958636[/C][C]8.27285584742397e-11[/C][C]4.13642792371198e-11[/C][/ROW]
[ROW][C]79[/C][C]0.999999999946166[/C][C]1.07668517656943e-10[/C][C]5.38342588284716e-11[/C][/ROW]
[ROW][C]80[/C][C]0.999999999934482[/C][C]1.31035861563243e-10[/C][C]6.55179307816216e-11[/C][/ROW]
[ROW][C]81[/C][C]0.999999999944099[/C][C]1.11802121616394e-10[/C][C]5.59010608081971e-11[/C][/ROW]
[ROW][C]82[/C][C]0.999999999897713[/C][C]2.04574663643384e-10[/C][C]1.02287331821692e-10[/C][/ROW]
[ROW][C]83[/C][C]0.999999999976607[/C][C]4.67858146612866e-11[/C][C]2.33929073306433e-11[/C][/ROW]
[ROW][C]84[/C][C]0.999999999974096[/C][C]5.18077274206435e-11[/C][C]2.59038637103217e-11[/C][/ROW]
[ROW][C]85[/C][C]0.999999999962585[/C][C]7.4830664769511e-11[/C][C]3.74153323847555e-11[/C][/ROW]
[ROW][C]86[/C][C]0.999999999942609[/C][C]1.14781957370276e-10[/C][C]5.73909786851378e-11[/C][/ROW]
[ROW][C]87[/C][C]0.999999999897213[/C][C]2.05573071605435e-10[/C][C]1.02786535802717e-10[/C][/ROW]
[ROW][C]88[/C][C]0.999999999857982[/C][C]2.84035844895048e-10[/C][C]1.42017922447524e-10[/C][/ROW]
[ROW][C]89[/C][C]0.999999999975078[/C][C]4.98446758208077e-11[/C][C]2.49223379104039e-11[/C][/ROW]
[ROW][C]90[/C][C]0.999999999990278[/C][C]1.94445164182075e-11[/C][C]9.72225820910375e-12[/C][/ROW]
[ROW][C]91[/C][C]0.9999999999961[/C][C]7.80003171259274e-12[/C][C]3.90001585629637e-12[/C][/ROW]
[ROW][C]92[/C][C]0.99999999999694[/C][C]6.12071406068122e-12[/C][C]3.06035703034061e-12[/C][/ROW]
[ROW][C]93[/C][C]0.99999999999741[/C][C]5.1805541751728e-12[/C][C]2.5902770875864e-12[/C][/ROW]
[ROW][C]94[/C][C]0.999999999996979[/C][C]6.04269488490354e-12[/C][C]3.02134744245177e-12[/C][/ROW]
[ROW][C]95[/C][C]0.99999999999602[/C][C]7.96051201739909e-12[/C][C]3.98025600869954e-12[/C][/ROW]
[ROW][C]96[/C][C]0.999999999998594[/C][C]2.81146818935902e-12[/C][C]1.40573409467951e-12[/C][/ROW]
[ROW][C]97[/C][C]0.999999999997804[/C][C]4.39233585667344e-12[/C][C]2.19616792833672e-12[/C][/ROW]
[ROW][C]98[/C][C]0.999999999998364[/C][C]3.27222169691699e-12[/C][C]1.63611084845849e-12[/C][/ROW]
[ROW][C]99[/C][C]0.99999999999763[/C][C]4.74029151671108e-12[/C][C]2.37014575835554e-12[/C][/ROW]
[ROW][C]100[/C][C]0.999999999996155[/C][C]7.68954248458288e-12[/C][C]3.84477124229144e-12[/C][/ROW]
[ROW][C]101[/C][C]0.999999999994516[/C][C]1.09684328259758e-11[/C][C]5.48421641298788e-12[/C][/ROW]
[ROW][C]102[/C][C]0.99999999999394[/C][C]1.21192411294156e-11[/C][C]6.05962056470781e-12[/C][/ROW]
[ROW][C]103[/C][C]0.999999999992289[/C][C]1.542120548473e-11[/C][C]7.71060274236499e-12[/C][/ROW]
[ROW][C]104[/C][C]0.999999999986934[/C][C]2.61322404430551e-11[/C][C]1.30661202215275e-11[/C][/ROW]
[ROW][C]105[/C][C]0.9999999999761[/C][C]4.78001441338714e-11[/C][C]2.39000720669357e-11[/C][/ROW]
[ROW][C]106[/C][C]0.999999999967931[/C][C]6.41374003004301e-11[/C][C]3.2068700150215e-11[/C][/ROW]
[ROW][C]107[/C][C]0.999999999974635[/C][C]5.07296093446875e-11[/C][C]2.53648046723437e-11[/C][/ROW]
[ROW][C]108[/C][C]0.999999999990156[/C][C]1.96880195689114e-11[/C][C]9.84400978445569e-12[/C][/ROW]
[ROW][C]109[/C][C]0.999999999983797[/C][C]3.24064348082307e-11[/C][C]1.62032174041154e-11[/C][/ROW]
[ROW][C]110[/C][C]0.999999999971657[/C][C]5.66852019968387e-11[/C][C]2.83426009984194e-11[/C][/ROW]
[ROW][C]111[/C][C]0.999999999952027[/C][C]9.59452711342277e-11[/C][C]4.79726355671138e-11[/C][/ROW]
[ROW][C]112[/C][C]0.999999999968697[/C][C]6.26063092478141e-11[/C][C]3.1303154623907e-11[/C][/ROW]
[ROW][C]113[/C][C]0.999999999944692[/C][C]1.10615962898596e-10[/C][C]5.5307981449298e-11[/C][/ROW]
[ROW][C]114[/C][C]0.999999999915295[/C][C]1.69409598497837e-10[/C][C]8.47047992489185e-11[/C][/ROW]
[ROW][C]115[/C][C]0.999999999897758[/C][C]2.04484865110524e-10[/C][C]1.02242432555262e-10[/C][/ROW]
[ROW][C]116[/C][C]0.999999999946359[/C][C]1.07282664479826e-10[/C][C]5.3641332239913e-11[/C][/ROW]
[ROW][C]117[/C][C]0.999999999922179[/C][C]1.55641906634923e-10[/C][C]7.78209533174615e-11[/C][/ROW]
[ROW][C]118[/C][C]0.999999999925909[/C][C]1.48181547544088e-10[/C][C]7.40907737720442e-11[/C][/ROW]
[ROW][C]119[/C][C]0.999999999869042[/C][C]2.61915925847757e-10[/C][C]1.30957962923879e-10[/C][/ROW]
[ROW][C]120[/C][C]0.999999999833823[/C][C]3.32354089775438e-10[/C][C]1.66177044887719e-10[/C][/ROW]
[ROW][C]121[/C][C]0.99999999982081[/C][C]3.58380415809649e-10[/C][C]1.79190207904825e-10[/C][/ROW]
[ROW][C]122[/C][C]0.999999999695665[/C][C]6.08669580516063e-10[/C][C]3.04334790258032e-10[/C][/ROW]
[ROW][C]123[/C][C]0.999999999522319[/C][C]9.55362253532274e-10[/C][C]4.77681126766137e-10[/C][/ROW]
[ROW][C]124[/C][C]0.99999999930576[/C][C]1.38847926036074e-09[/C][C]6.94239630180372e-10[/C][/ROW]
[ROW][C]125[/C][C]0.999999998817055[/C][C]2.36589087946886e-09[/C][C]1.18294543973443e-09[/C][/ROW]
[ROW][C]126[/C][C]0.999999998110968[/C][C]3.77806381612317e-09[/C][C]1.88903190806159e-09[/C][/ROW]
[ROW][C]127[/C][C]0.999999996817062[/C][C]6.36587607813353e-09[/C][C]3.18293803906676e-09[/C][/ROW]
[ROW][C]128[/C][C]0.999999998471394[/C][C]3.05721131242021e-09[/C][C]1.52860565621011e-09[/C][/ROW]
[ROW][C]129[/C][C]0.999999997961185[/C][C]4.07762908414599e-09[/C][C]2.03881454207299e-09[/C][/ROW]
[ROW][C]130[/C][C]0.999999996586358[/C][C]6.82728367370303e-09[/C][C]3.41364183685152e-09[/C][/ROW]
[ROW][C]131[/C][C]0.999999994453873[/C][C]1.10922545069938e-08[/C][C]5.54612725349692e-09[/C][/ROW]
[ROW][C]132[/C][C]0.999999991052163[/C][C]1.78956732042077e-08[/C][C]8.94783660210383e-09[/C][/ROW]
[ROW][C]133[/C][C]0.999999987361564[/C][C]2.52768717921684e-08[/C][C]1.26384358960842e-08[/C][/ROW]
[ROW][C]134[/C][C]0.999999996729463[/C][C]6.54107368898084e-09[/C][C]3.27053684449042e-09[/C][/ROW]
[ROW][C]135[/C][C]0.99999999873824[/C][C]2.52351962746881e-09[/C][C]1.26175981373441e-09[/C][/ROW]
[ROW][C]136[/C][C]0.999999999159243[/C][C]1.68151340541669e-09[/C][C]8.40756702708344e-10[/C][/ROW]
[ROW][C]137[/C][C]0.999999998562433[/C][C]2.87513438504852e-09[/C][C]1.43756719252426e-09[/C][/ROW]
[ROW][C]138[/C][C]0.999999998152783[/C][C]3.69443392261795e-09[/C][C]1.84721696130897e-09[/C][/ROW]
[ROW][C]139[/C][C]0.999999997456259[/C][C]5.08748240470233e-09[/C][C]2.54374120235117e-09[/C][/ROW]
[ROW][C]140[/C][C]0.999999996457434[/C][C]7.0851321638131e-09[/C][C]3.54256608190655e-09[/C][/ROW]
[ROW][C]141[/C][C]0.999999993992203[/C][C]1.20155936146007e-08[/C][C]6.00779680730034e-09[/C][/ROW]
[ROW][C]142[/C][C]0.999999996596802[/C][C]6.80639634476093e-09[/C][C]3.40319817238046e-09[/C][/ROW]
[ROW][C]143[/C][C]0.99999999435476[/C][C]1.12904808128443e-08[/C][C]5.64524040642213e-09[/C][/ROW]
[ROW][C]144[/C][C]0.999999991224211[/C][C]1.75515775706265e-08[/C][C]8.77578878531327e-09[/C][/ROW]
[ROW][C]145[/C][C]0.999999986293474[/C][C]2.74130525014556e-08[/C][C]1.37065262507278e-08[/C][/ROW]
[ROW][C]146[/C][C]0.999999994377463[/C][C]1.12450737925371e-08[/C][C]5.62253689626856e-09[/C][/ROW]
[ROW][C]147[/C][C]0.999999992156164[/C][C]1.56876718076878e-08[/C][C]7.84383590384389e-09[/C][/ROW]
[ROW][C]148[/C][C]0.999999986925406[/C][C]2.6149186948968e-08[/C][C]1.3074593474484e-08[/C][/ROW]
[ROW][C]149[/C][C]0.999999991660068[/C][C]1.66798640924412e-08[/C][C]8.33993204622061e-09[/C][/ROW]
[ROW][C]150[/C][C]0.999999986458858[/C][C]2.70822841981158e-08[/C][C]1.35411420990579e-08[/C][/ROW]
[ROW][C]151[/C][C]0.999999978769754[/C][C]4.24604915752425e-08[/C][C]2.12302457876213e-08[/C][/ROW]
[ROW][C]152[/C][C]0.99999997049071[/C][C]5.90185800779377e-08[/C][C]2.95092900389689e-08[/C][/ROW]
[ROW][C]153[/C][C]0.999999970213242[/C][C]5.95735165732614e-08[/C][C]2.97867582866307e-08[/C][/ROW]
[ROW][C]154[/C][C]0.999999995955488[/C][C]8.08902486604801e-09[/C][C]4.04451243302401e-09[/C][/ROW]
[ROW][C]155[/C][C]0.999999998221378[/C][C]3.55724375510824e-09[/C][C]1.77862187755412e-09[/C][/ROW]
[ROW][C]156[/C][C]0.999999997511615[/C][C]4.97676950540533e-09[/C][C]2.48838475270267e-09[/C][/ROW]
[ROW][C]157[/C][C]0.999999997421687[/C][C]5.15662579436484e-09[/C][C]2.57831289718242e-09[/C][/ROW]
[ROW][C]158[/C][C]0.999999996701914[/C][C]6.59617235671367e-09[/C][C]3.29808617835683e-09[/C][/ROW]
[ROW][C]159[/C][C]0.999999994406309[/C][C]1.11873814845115e-08[/C][C]5.59369074225577e-09[/C][/ROW]
[ROW][C]160[/C][C]0.999999999915898[/C][C]1.682035564827e-10[/C][C]8.41017782413501e-11[/C][/ROW]
[ROW][C]161[/C][C]0.999999999908485[/C][C]1.83030947910162e-10[/C][C]9.15154739550812e-11[/C][/ROW]
[ROW][C]162[/C][C]0.999999999883463[/C][C]2.33073591390734e-10[/C][C]1.16536795695367e-10[/C][/ROW]
[ROW][C]163[/C][C]0.999999999811656[/C][C]3.766884823369e-10[/C][C]1.8834424116845e-10[/C][/ROW]
[ROW][C]164[/C][C]0.999999999946803[/C][C]1.06394316671346e-10[/C][C]5.31971583356728e-11[/C][/ROW]
[ROW][C]165[/C][C]0.999999999921651[/C][C]1.5669782191449e-10[/C][C]7.83489109572451e-11[/C][/ROW]
[ROW][C]166[/C][C]0.999999999869364[/C][C]2.61271317084547e-10[/C][C]1.30635658542273e-10[/C][/ROW]
[ROW][C]167[/C][C]0.999999999871733[/C][C]2.56533865392443e-10[/C][C]1.28266932696222e-10[/C][/ROW]
[ROW][C]168[/C][C]0.999999999854956[/C][C]2.90088438410404e-10[/C][C]1.45044219205202e-10[/C][/ROW]
[ROW][C]169[/C][C]0.999999999735118[/C][C]5.29764172537903e-10[/C][C]2.64882086268951e-10[/C][/ROW]
[ROW][C]170[/C][C]0.999999999662643[/C][C]6.74714897436734e-10[/C][C]3.37357448718367e-10[/C][/ROW]
[ROW][C]171[/C][C]0.999999999804081[/C][C]3.91836949153573e-10[/C][C]1.95918474576786e-10[/C][/ROW]
[ROW][C]172[/C][C]0.99999999965548[/C][C]6.89039901653725e-10[/C][C]3.44519950826863e-10[/C][/ROW]
[ROW][C]173[/C][C]0.999999999886644[/C][C]2.26712603408769e-10[/C][C]1.13356301704385e-10[/C][/ROW]
[ROW][C]174[/C][C]0.99999999982696[/C][C]3.46079096469899e-10[/C][C]1.7303954823495e-10[/C][/ROW]
[ROW][C]175[/C][C]0.99999999998217[/C][C]3.56605064023857e-11[/C][C]1.78302532011929e-11[/C][/ROW]
[ROW][C]176[/C][C]0.999999999966556[/C][C]6.68882789253179e-11[/C][C]3.3444139462659e-11[/C][/ROW]
[ROW][C]177[/C][C]0.999999999963632[/C][C]7.27352280587293e-11[/C][C]3.63676140293647e-11[/C][/ROW]
[ROW][C]178[/C][C]0.999999999931604[/C][C]1.36791605728198e-10[/C][C]6.83958028640989e-11[/C][/ROW]
[ROW][C]179[/C][C]0.999999999926845[/C][C]1.46309989211079e-10[/C][C]7.31549946055397e-11[/C][/ROW]
[ROW][C]180[/C][C]0.999999999860539[/C][C]2.7892239859395e-10[/C][C]1.39461199296975e-10[/C][/ROW]
[ROW][C]181[/C][C]0.999999999743758[/C][C]5.1248426830301e-10[/C][C]2.56242134151505e-10[/C][/ROW]
[ROW][C]182[/C][C]0.999999999557533[/C][C]8.84933084024782e-10[/C][C]4.42466542012391e-10[/C][/ROW]
[ROW][C]183[/C][C]0.999999999214991[/C][C]1.57001770971769e-09[/C][C]7.85008854858845e-10[/C][/ROW]
[ROW][C]184[/C][C]0.999999998677743[/C][C]2.64451418565563e-09[/C][C]1.32225709282781e-09[/C][/ROW]
[ROW][C]185[/C][C]0.999999999453676[/C][C]1.09264778517864e-09[/C][C]5.46323892589319e-10[/C][/ROW]
[ROW][C]186[/C][C]0.999999999024855[/C][C]1.95028987798567e-09[/C][C]9.75144938992834e-10[/C][/ROW]
[ROW][C]187[/C][C]0.999999999090619[/C][C]1.81876281454045e-09[/C][C]9.09381407270226e-10[/C][/ROW]
[ROW][C]188[/C][C]0.999999998355257[/C][C]3.28948530399463e-09[/C][C]1.64474265199731e-09[/C][/ROW]
[ROW][C]189[/C][C]0.999999999332902[/C][C]1.33419618480002e-09[/C][C]6.67098092400008e-10[/C][/ROW]
[ROW][C]190[/C][C]0.999999998843825[/C][C]2.31235078400659e-09[/C][C]1.15617539200329e-09[/C][/ROW]
[ROW][C]191[/C][C]0.999999997914423[/C][C]4.17115378926223e-09[/C][C]2.08557689463111e-09[/C][/ROW]
[ROW][C]192[/C][C]0.999999996913529[/C][C]6.1729423148071e-09[/C][C]3.08647115740355e-09[/C][/ROW]
[ROW][C]193[/C][C]0.999999994645309[/C][C]1.07093823844723e-08[/C][C]5.35469119223616e-09[/C][/ROW]
[ROW][C]194[/C][C]0.999999992230936[/C][C]1.5538127025611e-08[/C][C]7.76906351280552e-09[/C][/ROW]
[ROW][C]195[/C][C]0.999999985802608[/C][C]2.83947842549211e-08[/C][C]1.41973921274606e-08[/C][/ROW]
[ROW][C]196[/C][C]0.999999976766181[/C][C]4.64676380153608e-08[/C][C]2.32338190076804e-08[/C][/ROW]
[ROW][C]197[/C][C]0.999999962615899[/C][C]7.47682025118337e-08[/C][C]3.73841012559169e-08[/C][/ROW]
[ROW][C]198[/C][C]0.999999934920588[/C][C]1.30158824757495e-07[/C][C]6.50794123787473e-08[/C][/ROW]
[ROW][C]199[/C][C]0.999999928430339[/C][C]1.43139321159906e-07[/C][C]7.15696605799528e-08[/C][/ROW]
[ROW][C]200[/C][C]0.999999874574748[/C][C]2.50850504469775e-07[/C][C]1.25425252234887e-07[/C][/ROW]
[ROW][C]201[/C][C]0.999999801931415[/C][C]3.96137168961323e-07[/C][C]1.98068584480661e-07[/C][/ROW]
[ROW][C]202[/C][C]0.999999657449836[/C][C]6.85100328562304e-07[/C][C]3.42550164281152e-07[/C][/ROW]
[ROW][C]203[/C][C]0.99999945904158[/C][C]1.08191684077498e-06[/C][C]5.40958420387491e-07[/C][/ROW]
[ROW][C]204[/C][C]0.999999166258969[/C][C]1.66748206186333e-06[/C][C]8.33741030931666e-07[/C][/ROW]
[ROW][C]205[/C][C]0.999998899279495[/C][C]2.20144101063869e-06[/C][C]1.10072050531934e-06[/C][/ROW]
[ROW][C]206[/C][C]0.999998167447222[/C][C]3.66510555554168e-06[/C][C]1.83255277777084e-06[/C][/ROW]
[ROW][C]207[/C][C]0.999998164617871[/C][C]3.670764258299e-06[/C][C]1.8353821291495e-06[/C][/ROW]
[ROW][C]208[/C][C]0.999997758388319[/C][C]4.48322336242143e-06[/C][C]2.24161168121072e-06[/C][/ROW]
[ROW][C]209[/C][C]0.999996315821256[/C][C]7.36835748762156e-06[/C][C]3.68417874381078e-06[/C][/ROW]
[ROW][C]210[/C][C]0.999994987987421[/C][C]1.00240251571142e-05[/C][C]5.01201257855712e-06[/C][/ROW]
[ROW][C]211[/C][C]0.999991939681939[/C][C]1.61206361215005e-05[/C][C]8.06031806075024e-06[/C][/ROW]
[ROW][C]212[/C][C]0.999996232122414[/C][C]7.53575517188184e-06[/C][C]3.76787758594092e-06[/C][/ROW]
[ROW][C]213[/C][C]0.999993578539276[/C][C]1.28429214483341e-05[/C][C]6.42146072416706e-06[/C][/ROW]
[ROW][C]214[/C][C]0.999994037920722[/C][C]1.19241585560316e-05[/C][C]5.96207927801579e-06[/C][/ROW]
[ROW][C]215[/C][C]0.999991681353996[/C][C]1.66372920084161e-05[/C][C]8.31864600420805e-06[/C][/ROW]
[ROW][C]216[/C][C]0.999986048019433[/C][C]2.79039611338505e-05[/C][C]1.39519805669252e-05[/C][/ROW]
[ROW][C]217[/C][C]0.99998129554528[/C][C]3.74089094409241e-05[/C][C]1.87044547204621e-05[/C][/ROW]
[ROW][C]218[/C][C]0.999992125261219[/C][C]1.57494775619586e-05[/C][C]7.87473878097931e-06[/C][/ROW]
[ROW][C]219[/C][C]0.999988639420811[/C][C]2.27211583782488e-05[/C][C]1.13605791891244e-05[/C][/ROW]
[ROW][C]220[/C][C]0.999980738326908[/C][C]3.8523346184354e-05[/C][C]1.9261673092177e-05[/C][/ROW]
[ROW][C]221[/C][C]0.999969666022826[/C][C]6.06679543476172e-05[/C][C]3.03339771738086e-05[/C][/ROW]
[ROW][C]222[/C][C]0.999975243254671[/C][C]4.95134906575931e-05[/C][C]2.47567453287966e-05[/C][/ROW]
[ROW][C]223[/C][C]0.999979291569523[/C][C]4.14168609539036e-05[/C][C]2.07084304769518e-05[/C][/ROW]
[ROW][C]224[/C][C]0.999966416340487[/C][C]6.71673190264953e-05[/C][C]3.35836595132477e-05[/C][/ROW]
[ROW][C]225[/C][C]0.999954809625716[/C][C]9.03807485685158e-05[/C][C]4.51903742842579e-05[/C][/ROW]
[ROW][C]226[/C][C]0.999924915767311[/C][C]0.000150168465377988[/C][C]7.50842326889938e-05[/C][/ROW]
[ROW][C]227[/C][C]0.999881877816776[/C][C]0.000236244366447728[/C][C]0.000118122183223864[/C][/ROW]
[ROW][C]228[/C][C]0.999843930398596[/C][C]0.000312139202808605[/C][C]0.000156069601404302[/C][/ROW]
[ROW][C]229[/C][C]0.999861363279612[/C][C]0.000277273440776901[/C][C]0.000138636720388451[/C][/ROW]
[ROW][C]230[/C][C]0.999975056077181[/C][C]4.98878456381743e-05[/C][C]2.49439228190872e-05[/C][/ROW]
[ROW][C]231[/C][C]0.999961202562414[/C][C]7.75948751709906e-05[/C][C]3.87974375854953e-05[/C][/ROW]
[ROW][C]232[/C][C]0.999976521819061[/C][C]4.69563618772996e-05[/C][C]2.34781809386498e-05[/C][/ROW]
[ROW][C]233[/C][C]0.999969727459056[/C][C]6.05450818880151e-05[/C][C]3.02725409440075e-05[/C][/ROW]
[ROW][C]234[/C][C]0.999947907265588[/C][C]0.000104185468823215[/C][C]5.20927344116075e-05[/C][/ROW]
[ROW][C]235[/C][C]0.999954923187995[/C][C]9.01536240093993e-05[/C][C]4.50768120046997e-05[/C][/ROW]
[ROW][C]236[/C][C]0.999923158749028[/C][C]0.000153682501943833[/C][C]7.68412509719164e-05[/C][/ROW]
[ROW][C]237[/C][C]0.999864048367449[/C][C]0.000271903265102167[/C][C]0.000135951632551083[/C][/ROW]
[ROW][C]238[/C][C]0.999786281516731[/C][C]0.000427436966538378[/C][C]0.000213718483269189[/C][/ROW]
[ROW][C]239[/C][C]0.999637889854894[/C][C]0.000724220290213017[/C][C]0.000362110145106509[/C][/ROW]
[ROW][C]240[/C][C]0.999493233843382[/C][C]0.00101353231323529[/C][C]0.000506766156617645[/C][/ROW]
[ROW][C]241[/C][C]0.999238227063375[/C][C]0.00152354587325038[/C][C]0.00076177293662519[/C][/ROW]
[ROW][C]242[/C][C]0.999774317285856[/C][C]0.000451365428287855[/C][C]0.000225682714143928[/C][/ROW]
[ROW][C]243[/C][C]0.999597561402929[/C][C]0.000804877194142393[/C][C]0.000402438597071196[/C][/ROW]
[ROW][C]244[/C][C]0.999413481388006[/C][C]0.00117303722398856[/C][C]0.000586518611994279[/C][/ROW]
[ROW][C]245[/C][C]0.999019624060064[/C][C]0.00196075187987193[/C][C]0.000980375939935964[/C][/ROW]
[ROW][C]246[/C][C]0.998867523979616[/C][C]0.00226495204076871[/C][C]0.00113247602038435[/C][/ROW]
[ROW][C]247[/C][C]0.999771891525318[/C][C]0.000456216949364871[/C][C]0.000228108474682435[/C][/ROW]
[ROW][C]248[/C][C]0.999626776664054[/C][C]0.000746446671891652[/C][C]0.000373223335945826[/C][/ROW]
[ROW][C]249[/C][C]0.999358208988633[/C][C]0.00128358202273426[/C][C]0.00064179101136713[/C][/ROW]
[ROW][C]250[/C][C]0.998892752300003[/C][C]0.00221449539999434[/C][C]0.00110724769999717[/C][/ROW]
[ROW][C]251[/C][C]0.99823640594329[/C][C]0.00352718811341993[/C][C]0.00176359405670997[/C][/ROW]
[ROW][C]252[/C][C]0.99701272870532[/C][C]0.00597454258935904[/C][C]0.00298727129467952[/C][/ROW]
[ROW][C]253[/C][C]0.995061383523667[/C][C]0.00987723295266523[/C][C]0.00493861647633262[/C][/ROW]
[ROW][C]254[/C][C]0.991751345630597[/C][C]0.0164973087388069[/C][C]0.00824865436940344[/C][/ROW]
[ROW][C]255[/C][C]0.987070367213553[/C][C]0.0258592655728946[/C][C]0.0129296327864473[/C][/ROW]
[ROW][C]256[/C][C]0.979964254446606[/C][C]0.0400714911067885[/C][C]0.0200357455533943[/C][/ROW]
[ROW][C]257[/C][C]0.967678391371375[/C][C]0.0646432172572501[/C][C]0.0323216086286251[/C][/ROW]
[ROW][C]258[/C][C]0.953089452151566[/C][C]0.0938210956968673[/C][C]0.0469105478484336[/C][/ROW]
[ROW][C]259[/C][C]0.92791882850383[/C][C]0.14416234299234[/C][C]0.0720811714961701[/C][/ROW]
[ROW][C]260[/C][C]0.894552958344546[/C][C]0.210894083310908[/C][C]0.105447041655454[/C][/ROW]
[ROW][C]261[/C][C]0.917672367159621[/C][C]0.164655265680758[/C][C]0.0823276328403791[/C][/ROW]
[ROW][C]262[/C][C]0.890388626037865[/C][C]0.21922274792427[/C][C]0.109611373962135[/C][/ROW]
[ROW][C]263[/C][C]0.869139268175182[/C][C]0.261721463649637[/C][C]0.130860731824818[/C][/ROW]
[ROW][C]264[/C][C]0.80516879097097[/C][C]0.38966241805806[/C][C]0.19483120902903[/C][/ROW]
[ROW][C]265[/C][C]0.733635885410227[/C][C]0.532728229179546[/C][C]0.266364114589773[/C][/ROW]
[ROW][C]266[/C][C]0.631855318427153[/C][C]0.736289363145694[/C][C]0.368144681572847[/C][/ROW]
[ROW][C]267[/C][C]0.53603412486781[/C][C]0.92793175026438[/C][C]0.46396587513219[/C][/ROW]
[ROW][C]268[/C][C]0.683544993575561[/C][C]0.632910012848877[/C][C]0.316455006424439[/C][/ROW]
[ROW][C]269[/C][C]0.620032092892058[/C][C]0.759935814215885[/C][C]0.379967907107942[/C][/ROW]
[ROW][C]270[/C][C]0.808190097760031[/C][C]0.383619804479938[/C][C]0.191809902239969[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191153&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191153&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
19	0.609734915233807	0.780530169532385	0.390265084766193
20	0.910151162669185	0.179697674661631	0.0898488373308153
21	0.847836123885241	0.304327752229519	0.152163876114759
22	0.850249906325479	0.299500187349041	0.149750093674521
23	0.795462059055324	0.409075881889353	0.204537940944676
24	0.714318816538773	0.571362366922454	0.285681183461227
25	0.727999552593518	0.544000894812964	0.272000447406482
26	0.66361863603426	0.672762727931479	0.33638136396574
27	0.678603727875545	0.64279254424891	0.321396272124455
28	0.617474280827899	0.765051438344202	0.382525719172101
29	0.582204168559657	0.835591662880686	0.417795831440343
30	0.50274006278481	0.99451987443038	0.49725993721519
31	0.548695631153389	0.902608737693222	0.451304368846611
32	0.489968875884528	0.979937751769056	0.510031124115472
33	0.46030400233795	0.920608004675899	0.53969599766205
34	0.464509225700536	0.929018451401072	0.535490774299464
35	0.41165505797027	0.82331011594054	0.58834494202973
36	0.34862207131876	0.69724414263752	0.65137792868124
37	0.303844072677718	0.607688145355437	0.696155927322282
38	0.251363316182716	0.502726632365432	0.748636683817284
39	0.264487781072236	0.528975562144472	0.735512218927764
40	0.224104012766513	0.448208025533026	0.775895987233487
41	0.183296196103764	0.366592392207527	0.816703803896236
42	0.166714124503558	0.333428249007116	0.833285875496442
43	0.229355224537195	0.458710449074391	0.770644775462805
44	0.18687713954496	0.37375427908992	0.81312286045504
45	0.176514573860241	0.353029147720483	0.823485426139759
46	0.189612769515221	0.379225539030443	0.810387230484779
47	0.287033386942457	0.574066773884913	0.712966613057543
48	0.273648556703007	0.547297113406015	0.726351443296993
49	0.259317672124924	0.518635344249849	0.740682327875076
50	0.244640457993341	0.489280915986683	0.755359542006659
51	0.408092646197493	0.816185292394986	0.591907353802507
52	0.366070074918923	0.732140149837846	0.633929925081077
53	0.386935415228206	0.773870830456411	0.613064584771794
54	0.780224418449795	0.43955116310041	0.219775581550205
55	0.757084601427053	0.485830797145893	0.242915398572947
56	0.724504295448684	0.550991409102633	0.275495704551317
57	0.693470498996294	0.613059002007412	0.306529501003706
58	0.912281312822996	0.175437374354008	0.087718687177004
59	0.893189201245479	0.213621597509041	0.106810798754521
60	0.880937466911522	0.238125066176956	0.119062533088478
61	0.90464101020645	0.190717979587101	0.0953589897935504
62	0.966305375133643	0.067389249732713	0.0336946248663565
63	0.999999999776787	4.46426553522574e-10	2.23213276761287e-10
64	0.999999999606139	7.87721493855222e-10	3.93860746927611e-10
65	0.99999999991812	1.63759522919001e-10	8.18797614595003e-11
66	0.999999999989707	2.05858883194908e-11	1.02929441597454e-11
67	0.999999999984337	3.13269905363242e-11	1.56634952681621e-11
68	0.999999999994678	1.06444145686356e-11	5.3222072843178e-12
69	0.999999999989546	2.09082409108493e-11	1.04541204554246e-11
70	0.999999999983942	3.21162148027611e-11	1.60581074013806e-11
71	0.99999999997937	4.12610573378045e-11	2.06305286689023e-11
72	0.99999999996592	6.81603292871729e-11	3.40801646435864e-11
73	0.999999999973529	5.2941870088464e-11	2.6470935044232e-11
74	0.99999999995912	8.17599636233596e-11	4.08799818116798e-11
75	0.999999999969914	6.01720050074688e-11	3.00860025037344e-11
76	0.999999999954411	9.11776584939684e-11	4.55888292469842e-11
77	0.999999999957888	8.42233434592642e-11	4.21116717296321e-11
78	0.999999999958636	8.27285584742397e-11	4.13642792371198e-11
79	0.999999999946166	1.07668517656943e-10	5.38342588284716e-11
80	0.999999999934482	1.31035861563243e-10	6.55179307816216e-11
81	0.999999999944099	1.11802121616394e-10	5.59010608081971e-11
82	0.999999999897713	2.04574663643384e-10	1.02287331821692e-10
83	0.999999999976607	4.67858146612866e-11	2.33929073306433e-11
84	0.999999999974096	5.18077274206435e-11	2.59038637103217e-11
85	0.999999999962585	7.4830664769511e-11	3.74153323847555e-11
86	0.999999999942609	1.14781957370276e-10	5.73909786851378e-11
87	0.999999999897213	2.05573071605435e-10	1.02786535802717e-10
88	0.999999999857982	2.84035844895048e-10	1.42017922447524e-10
89	0.999999999975078	4.98446758208077e-11	2.49223379104039e-11
90	0.999999999990278	1.94445164182075e-11	9.72225820910375e-12
91	0.9999999999961	7.80003171259274e-12	3.90001585629637e-12
92	0.99999999999694	6.12071406068122e-12	3.06035703034061e-12
93	0.99999999999741	5.1805541751728e-12	2.5902770875864e-12
94	0.999999999996979	6.04269488490354e-12	3.02134744245177e-12
95	0.99999999999602	7.96051201739909e-12	3.98025600869954e-12
96	0.999999999998594	2.81146818935902e-12	1.40573409467951e-12
97	0.999999999997804	4.39233585667344e-12	2.19616792833672e-12
98	0.999999999998364	3.27222169691699e-12	1.63611084845849e-12
99	0.99999999999763	4.74029151671108e-12	2.37014575835554e-12
100	0.999999999996155	7.68954248458288e-12	3.84477124229144e-12
101	0.999999999994516	1.09684328259758e-11	5.48421641298788e-12
102	0.99999999999394	1.21192411294156e-11	6.05962056470781e-12
103	0.999999999992289	1.542120548473e-11	7.71060274236499e-12
104	0.999999999986934	2.61322404430551e-11	1.30661202215275e-11
105	0.9999999999761	4.78001441338714e-11	2.39000720669357e-11
106	0.999999999967931	6.41374003004301e-11	3.2068700150215e-11
107	0.999999999974635	5.07296093446875e-11	2.53648046723437e-11
108	0.999999999990156	1.96880195689114e-11	9.84400978445569e-12
109	0.999999999983797	3.24064348082307e-11	1.62032174041154e-11
110	0.999999999971657	5.66852019968387e-11	2.83426009984194e-11
111	0.999999999952027	9.59452711342277e-11	4.79726355671138e-11
112	0.999999999968697	6.26063092478141e-11	3.1303154623907e-11
113	0.999999999944692	1.10615962898596e-10	5.5307981449298e-11
114	0.999999999915295	1.69409598497837e-10	8.47047992489185e-11
115	0.999999999897758	2.04484865110524e-10	1.02242432555262e-10
116	0.999999999946359	1.07282664479826e-10	5.3641332239913e-11
117	0.999999999922179	1.55641906634923e-10	7.78209533174615e-11
118	0.999999999925909	1.48181547544088e-10	7.40907737720442e-11
119	0.999999999869042	2.61915925847757e-10	1.30957962923879e-10
120	0.999999999833823	3.32354089775438e-10	1.66177044887719e-10
121	0.99999999982081	3.58380415809649e-10	1.79190207904825e-10
122	0.999999999695665	6.08669580516063e-10	3.04334790258032e-10
123	0.999999999522319	9.55362253532274e-10	4.77681126766137e-10
124	0.99999999930576	1.38847926036074e-09	6.94239630180372e-10
125	0.999999998817055	2.36589087946886e-09	1.18294543973443e-09
126	0.999999998110968	3.77806381612317e-09	1.88903190806159e-09
127	0.999999996817062	6.36587607813353e-09	3.18293803906676e-09
128	0.999999998471394	3.05721131242021e-09	1.52860565621011e-09
129	0.999999997961185	4.07762908414599e-09	2.03881454207299e-09
130	0.999999996586358	6.82728367370303e-09	3.41364183685152e-09
131	0.999999994453873	1.10922545069938e-08	5.54612725349692e-09
132	0.999999991052163	1.78956732042077e-08	8.94783660210383e-09
133	0.999999987361564	2.52768717921684e-08	1.26384358960842e-08
134	0.999999996729463	6.54107368898084e-09	3.27053684449042e-09
135	0.99999999873824	2.52351962746881e-09	1.26175981373441e-09
136	0.999999999159243	1.68151340541669e-09	8.40756702708344e-10
137	0.999999998562433	2.87513438504852e-09	1.43756719252426e-09
138	0.999999998152783	3.69443392261795e-09	1.84721696130897e-09
139	0.999999997456259	5.08748240470233e-09	2.54374120235117e-09
140	0.999999996457434	7.0851321638131e-09	3.54256608190655e-09
141	0.999999993992203	1.20155936146007e-08	6.00779680730034e-09
142	0.999999996596802	6.80639634476093e-09	3.40319817238046e-09
143	0.99999999435476	1.12904808128443e-08	5.64524040642213e-09
144	0.999999991224211	1.75515775706265e-08	8.77578878531327e-09
145	0.999999986293474	2.74130525014556e-08	1.37065262507278e-08
146	0.999999994377463	1.12450737925371e-08	5.62253689626856e-09
147	0.999999992156164	1.56876718076878e-08	7.84383590384389e-09
148	0.999999986925406	2.6149186948968e-08	1.3074593474484e-08
149	0.999999991660068	1.66798640924412e-08	8.33993204622061e-09
150	0.999999986458858	2.70822841981158e-08	1.35411420990579e-08
151	0.999999978769754	4.24604915752425e-08	2.12302457876213e-08
152	0.99999997049071	5.90185800779377e-08	2.95092900389689e-08
153	0.999999970213242	5.95735165732614e-08	2.97867582866307e-08
154	0.999999995955488	8.08902486604801e-09	4.04451243302401e-09
155	0.999999998221378	3.55724375510824e-09	1.77862187755412e-09
156	0.999999997511615	4.97676950540533e-09	2.48838475270267e-09
157	0.999999997421687	5.15662579436484e-09	2.57831289718242e-09
158	0.999999996701914	6.59617235671367e-09	3.29808617835683e-09
159	0.999999994406309	1.11873814845115e-08	5.59369074225577e-09
160	0.999999999915898	1.682035564827e-10	8.41017782413501e-11
161	0.999999999908485	1.83030947910162e-10	9.15154739550812e-11
162	0.999999999883463	2.33073591390734e-10	1.16536795695367e-10
163	0.999999999811656	3.766884823369e-10	1.8834424116845e-10
164	0.999999999946803	1.06394316671346e-10	5.31971583356728e-11
165	0.999999999921651	1.5669782191449e-10	7.83489109572451e-11
166	0.999999999869364	2.61271317084547e-10	1.30635658542273e-10
167	0.999999999871733	2.56533865392443e-10	1.28266932696222e-10
168	0.999999999854956	2.90088438410404e-10	1.45044219205202e-10
169	0.999999999735118	5.29764172537903e-10	2.64882086268951e-10
170	0.999999999662643	6.74714897436734e-10	3.37357448718367e-10
171	0.999999999804081	3.91836949153573e-10	1.95918474576786e-10
172	0.99999999965548	6.89039901653725e-10	3.44519950826863e-10
173	0.999999999886644	2.26712603408769e-10	1.13356301704385e-10
174	0.99999999982696	3.46079096469899e-10	1.7303954823495e-10
175	0.99999999998217	3.56605064023857e-11	1.78302532011929e-11
176	0.999999999966556	6.68882789253179e-11	3.3444139462659e-11
177	0.999999999963632	7.27352280587293e-11	3.63676140293647e-11
178	0.999999999931604	1.36791605728198e-10	6.83958028640989e-11
179	0.999999999926845	1.46309989211079e-10	7.31549946055397e-11
180	0.999999999860539	2.7892239859395e-10	1.39461199296975e-10
181	0.999999999743758	5.1248426830301e-10	2.56242134151505e-10
182	0.999999999557533	8.84933084024782e-10	4.42466542012391e-10
183	0.999999999214991	1.57001770971769e-09	7.85008854858845e-10
184	0.999999998677743	2.64451418565563e-09	1.32225709282781e-09
185	0.999999999453676	1.09264778517864e-09	5.46323892589319e-10
186	0.999999999024855	1.95028987798567e-09	9.75144938992834e-10
187	0.999999999090619	1.81876281454045e-09	9.09381407270226e-10
188	0.999999998355257	3.28948530399463e-09	1.64474265199731e-09
189	0.999999999332902	1.33419618480002e-09	6.67098092400008e-10
190	0.999999998843825	2.31235078400659e-09	1.15617539200329e-09
191	0.999999997914423	4.17115378926223e-09	2.08557689463111e-09
192	0.999999996913529	6.1729423148071e-09	3.08647115740355e-09
193	0.999999994645309	1.07093823844723e-08	5.35469119223616e-09
194	0.999999992230936	1.5538127025611e-08	7.76906351280552e-09
195	0.999999985802608	2.83947842549211e-08	1.41973921274606e-08
196	0.999999976766181	4.64676380153608e-08	2.32338190076804e-08
197	0.999999962615899	7.47682025118337e-08	3.73841012559169e-08
198	0.999999934920588	1.30158824757495e-07	6.50794123787473e-08
199	0.999999928430339	1.43139321159906e-07	7.15696605799528e-08
200	0.999999874574748	2.50850504469775e-07	1.25425252234887e-07
201	0.999999801931415	3.96137168961323e-07	1.98068584480661e-07
202	0.999999657449836	6.85100328562304e-07	3.42550164281152e-07
203	0.99999945904158	1.08191684077498e-06	5.40958420387491e-07
204	0.999999166258969	1.66748206186333e-06	8.33741030931666e-07
205	0.999998899279495	2.20144101063869e-06	1.10072050531934e-06
206	0.999998167447222	3.66510555554168e-06	1.83255277777084e-06
207	0.999998164617871	3.670764258299e-06	1.8353821291495e-06
208	0.999997758388319	4.48322336242143e-06	2.24161168121072e-06
209	0.999996315821256	7.36835748762156e-06	3.68417874381078e-06
210	0.999994987987421	1.00240251571142e-05	5.01201257855712e-06
211	0.999991939681939	1.61206361215005e-05	8.06031806075024e-06
212	0.999996232122414	7.53575517188184e-06	3.76787758594092e-06
213	0.999993578539276	1.28429214483341e-05	6.42146072416706e-06
214	0.999994037920722	1.19241585560316e-05	5.96207927801579e-06
215	0.999991681353996	1.66372920084161e-05	8.31864600420805e-06
216	0.999986048019433	2.79039611338505e-05	1.39519805669252e-05
217	0.99998129554528	3.74089094409241e-05	1.87044547204621e-05
218	0.999992125261219	1.57494775619586e-05	7.87473878097931e-06
219	0.999988639420811	2.27211583782488e-05	1.13605791891244e-05
220	0.999980738326908	3.8523346184354e-05	1.9261673092177e-05
221	0.999969666022826	6.06679543476172e-05	3.03339771738086e-05
222	0.999975243254671	4.95134906575931e-05	2.47567453287966e-05
223	0.999979291569523	4.14168609539036e-05	2.07084304769518e-05
224	0.999966416340487	6.71673190264953e-05	3.35836595132477e-05
225	0.999954809625716	9.03807485685158e-05	4.51903742842579e-05
226	0.999924915767311	0.000150168465377988	7.50842326889938e-05
227	0.999881877816776	0.000236244366447728	0.000118122183223864
228	0.999843930398596	0.000312139202808605	0.000156069601404302
229	0.999861363279612	0.000277273440776901	0.000138636720388451
230	0.999975056077181	4.98878456381743e-05	2.49439228190872e-05
231	0.999961202562414	7.75948751709906e-05	3.87974375854953e-05
232	0.999976521819061	4.69563618772996e-05	2.34781809386498e-05
233	0.999969727459056	6.05450818880151e-05	3.02725409440075e-05
234	0.999947907265588	0.000104185468823215	5.20927344116075e-05
235	0.999954923187995	9.01536240093993e-05	4.50768120046997e-05
236	0.999923158749028	0.000153682501943833	7.68412509719164e-05
237	0.999864048367449	0.000271903265102167	0.000135951632551083
238	0.999786281516731	0.000427436966538378	0.000213718483269189
239	0.999637889854894	0.000724220290213017	0.000362110145106509
240	0.999493233843382	0.00101353231323529	0.000506766156617645
241	0.999238227063375	0.00152354587325038	0.00076177293662519
242	0.999774317285856	0.000451365428287855	0.000225682714143928
243	0.999597561402929	0.000804877194142393	0.000402438597071196
244	0.999413481388006	0.00117303722398856	0.000586518611994279
245	0.999019624060064	0.00196075187987193	0.000980375939935964
246	0.998867523979616	0.00226495204076871	0.00113247602038435
247	0.999771891525318	0.000456216949364871	0.000228108474682435
248	0.999626776664054	0.000746446671891652	0.000373223335945826
249	0.999358208988633	0.00128358202273426	0.00064179101136713
250	0.998892752300003	0.00221449539999434	0.00110724769999717
251	0.99823640594329	0.00352718811341993	0.00176359405670997
252	0.99701272870532	0.00597454258935904	0.00298727129467952
253	0.995061383523667	0.00987723295266523	0.00493861647633262
254	0.991751345630597	0.0164973087388069	0.00824865436940344
255	0.987070367213553	0.0258592655728946	0.0129296327864473
256	0.979964254446606	0.0400714911067885	0.0200357455533943
257	0.967678391371375	0.0646432172572501	0.0323216086286251
258	0.953089452151566	0.0938210956968673	0.0469105478484336
259	0.92791882850383	0.14416234299234	0.0720811714961701
260	0.894552958344546	0.210894083310908	0.105447041655454
261	0.917672367159621	0.164655265680758	0.0823276328403791
262	0.890388626037865	0.21922274792427	0.109611373962135
263	0.869139268175182	0.261721463649637	0.130860731824818
264	0.80516879097097	0.38966241805806	0.19483120902903
265	0.733635885410227	0.532728229179546	0.266364114589773
266	0.631855318427153	0.736289363145694	0.368144681572847
267	0.53603412486781	0.92793175026438	0.46396587513219
268	0.683544993575561	0.632910012848877	0.316455006424439
269	0.620032092892058	0.759935814215885	0.379967907107942
270	0.808190097760031	0.383619804479938	0.191809902239969

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	191	0.757936507936508	NOK
5% type I error level	194	0.76984126984127	NOK
10% type I error level	197	0.781746031746032	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 & 191 & 0.757936507936508 & NOK \tabularnewline
5% type I error level & 194 & 0.76984126984127 & NOK \tabularnewline
10% type I error level & 197 & 0.781746031746032 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191153&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]191[/C][C]0.757936507936508[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]194[/C][C]0.76984126984127[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]197[/C][C]0.781746031746032[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191153&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191153&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	191	0.757936507936508	NOK
5% type I error level	194	0.76984126984127	NOK
10% type I error level	197	0.781746031746032	NOK

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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 = 2 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;

Parameters (R input):

par1 = 2 ; 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