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Author

*The author of this computation has been verified*

R Software Module

rwasp_multipleregression.wasp

Title produced by software

Multiple Regression

Date of computation

Fri, 16 Nov 2012 13:51:45 -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/16/t135309199524r5z4jmpepamzc.htm/, Retrieved Sat, 27 Apr 2024 08:00:27 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=189987, Retrieved Sat, 27 Apr 2024 08:00:27 +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] [Competence to learn] [2010-11-17 07:43:53] [b98453cac15ba1066b407e146608df68]
-   PD    [Multiple Regression] [Hall of Fame comp...] [2012-11-16 18:51:45] [d8e8301521bdb75cb7df1b08f9aff6ec] [Current]

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Dataseries X:

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

\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 & 20 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=189987&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]20 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=189987&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=189987&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	20 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

Multiple Linear Regression - Estimated Regression Equation
time_in_rfc[t] = -4825.87191538712 + 192.401697754146logins[t] + 122.692595564607compendium_views_info[t] + 23.8995306726626compendium_views_pr[t] -181.132180733192shared_compendiums[t] + 49.9310274116792blogged_computations[t] -958.141657271882compendiums_reviewed[t] + 387.324670025153feedback_messages_p1[t] + 188.860858466293feedback_messages_p120[t] -0.0979261835742309totsize[t] -0.840560753543224totrevisions[t] + 0.862265159048422totseconds[t] + 123.454326707396tothyperlinks[t] -113.10070971784totblogs[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
time_in_rfc[t] =  -4825.87191538712 +  192.401697754146logins[t] +  122.692595564607compendium_views_info[t] +  23.8995306726626compendium_views_pr[t] -181.132180733192shared_compendiums[t] +  49.9310274116792blogged_computations[t] -958.141657271882compendiums_reviewed[t] +  387.324670025153feedback_messages_p1[t] +  188.860858466293feedback_messages_p120[t] -0.0979261835742309totsize[t] -0.840560753543224totrevisions[t] +  0.862265159048422totseconds[t] +  123.454326707396tothyperlinks[t] -113.10070971784totblogs[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=189987&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]time_in_rfc[t] =  -4825.87191538712 +  192.401697754146logins[t] +  122.692595564607compendium_views_info[t] +  23.8995306726626compendium_views_pr[t] -181.132180733192shared_compendiums[t] +  49.9310274116792blogged_computations[t] -958.141657271882compendiums_reviewed[t] +  387.324670025153feedback_messages_p1[t] +  188.860858466293feedback_messages_p120[t] -0.0979261835742309totsize[t] -0.840560753543224totrevisions[t] +  0.862265159048422totseconds[t] +  123.454326707396tothyperlinks[t] -113.10070971784totblogs[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=189987&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=189987&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
time_in_rfc[t] = -4825.87191538712 + 192.401697754146logins[t] + 122.692595564607compendium_views_info[t] + 23.8995306726626compendium_views_pr[t] -181.132180733192shared_compendiums[t] + 49.9310274116792blogged_computations[t] -958.141657271882compendiums_reviewed[t] + 387.324670025153feedback_messages_p1[t] + 188.860858466293feedback_messages_p120[t] -0.0979261835742309totsize[t] -0.840560753543224totrevisions[t] + 0.862265159048422totseconds[t] + 123.454326707396tothyperlinks[t] -113.10070971784totblogs[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)	-4825.87191538712	3413.775178	-1.4136	0.158597	0.079298
logins	192.401697754146	54.700633	3.5174	0.00051	0.000255
compendium_views_info	122.692595564607	9.269986	13.2355	0	0
compendium_views_pr	23.8995306726626	30.728423	0.7778	0.437375	0.218688
shared_compendiums	-181.132180733192	546.7558	-0.3313	0.740681	0.370341
blogged_computations	49.9310274116792	89.658767	0.5569	0.578048	0.289024
compendiums_reviewed	-958.141657271882	687.824192	-1.393	0.164744	0.082372
feedback_messages_p1	387.324670025153	208.242804	1.86	0.063958	0.031979
feedback_messages_p120	188.860858466293	103.758524	1.8202	0.069816	0.034908
totsize	-0.0979261835742309	0.064607	-1.5157	0.130736	0.065368
totrevisions	-0.840560753543224	0.31625	-2.6579	0.008323	0.004162
totseconds	0.862265159048422	0.070499	12.2309	0	0
tothyperlinks	123.454326707396	435.456975	0.2835	0.777003	0.388501
totblogs	-113.10070971784	451.302996	-0.2506	0.802303	0.401152

\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) & -4825.87191538712 & 3413.775178 & -1.4136 & 0.158597 & 0.079298 \tabularnewline
logins & 192.401697754146 & 54.700633 & 3.5174 & 0.00051 & 0.000255 \tabularnewline
compendium_views_info & 122.692595564607 & 9.269986 & 13.2355 & 0 & 0 \tabularnewline
compendium_views_pr & 23.8995306726626 & 30.728423 & 0.7778 & 0.437375 & 0.218688 \tabularnewline
shared_compendiums & -181.132180733192 & 546.7558 & -0.3313 & 0.740681 & 0.370341 \tabularnewline
blogged_computations & 49.9310274116792 & 89.658767 & 0.5569 & 0.578048 & 0.289024 \tabularnewline
compendiums_reviewed & -958.141657271882 & 687.824192 & -1.393 & 0.164744 & 0.082372 \tabularnewline
feedback_messages_p1 & 387.324670025153 & 208.242804 & 1.86 & 0.063958 & 0.031979 \tabularnewline
feedback_messages_p120 & 188.860858466293 & 103.758524 & 1.8202 & 0.069816 & 0.034908 \tabularnewline
totsize & -0.0979261835742309 & 0.064607 & -1.5157 & 0.130736 & 0.065368 \tabularnewline
totrevisions & -0.840560753543224 & 0.31625 & -2.6579 & 0.008323 & 0.004162 \tabularnewline
totseconds & 0.862265159048422 & 0.070499 & 12.2309 & 0 & 0 \tabularnewline
tothyperlinks & 123.454326707396 & 435.456975 & 0.2835 & 0.777003 & 0.388501 \tabularnewline
totblogs & -113.10070971784 & 451.302996 & -0.2506 & 0.802303 & 0.401152 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=189987&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]-4825.87191538712[/C][C]3413.775178[/C][C]-1.4136[/C][C]0.158597[/C][C]0.079298[/C][/ROW]
[ROW][C]logins[/C][C]192.401697754146[/C][C]54.700633[/C][C]3.5174[/C][C]0.00051[/C][C]0.000255[/C][/ROW]
[ROW][C]compendium_views_info[/C][C]122.692595564607[/C][C]9.269986[/C][C]13.2355[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]compendium_views_pr[/C][C]23.8995306726626[/C][C]30.728423[/C][C]0.7778[/C][C]0.437375[/C][C]0.218688[/C][/ROW]
[ROW][C]shared_compendiums[/C][C]-181.132180733192[/C][C]546.7558[/C][C]-0.3313[/C][C]0.740681[/C][C]0.370341[/C][/ROW]
[ROW][C]blogged_computations[/C][C]49.9310274116792[/C][C]89.658767[/C][C]0.5569[/C][C]0.578048[/C][C]0.289024[/C][/ROW]
[ROW][C]compendiums_reviewed[/C][C]-958.141657271882[/C][C]687.824192[/C][C]-1.393[/C][C]0.164744[/C][C]0.082372[/C][/ROW]
[ROW][C]feedback_messages_p1[/C][C]387.324670025153[/C][C]208.242804[/C][C]1.86[/C][C]0.063958[/C][C]0.031979[/C][/ROW]
[ROW][C]feedback_messages_p120[/C][C]188.860858466293[/C][C]103.758524[/C][C]1.8202[/C][C]0.069816[/C][C]0.034908[/C][/ROW]
[ROW][C]totsize[/C][C]-0.0979261835742309[/C][C]0.064607[/C][C]-1.5157[/C][C]0.130736[/C][C]0.065368[/C][/ROW]
[ROW][C]totrevisions[/C][C]-0.840560753543224[/C][C]0.31625[/C][C]-2.6579[/C][C]0.008323[/C][C]0.004162[/C][/ROW]
[ROW][C]totseconds[/C][C]0.862265159048422[/C][C]0.070499[/C][C]12.2309[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]tothyperlinks[/C][C]123.454326707396[/C][C]435.456975[/C][C]0.2835[/C][C]0.777003[/C][C]0.388501[/C][/ROW]
[ROW][C]totblogs[/C][C]-113.10070971784[/C][C]451.302996[/C][C]-0.2506[/C][C]0.802303[/C][C]0.401152[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=189987&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=189987&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)	-4825.87191538712	3413.775178	-1.4136	0.158597	0.079298
logins	192.401697754146	54.700633	3.5174	0.00051	0.000255
compendium_views_info	122.692595564607	9.269986	13.2355	0	0
compendium_views_pr	23.8995306726626	30.728423	0.7778	0.437375	0.218688
shared_compendiums	-181.132180733192	546.7558	-0.3313	0.740681	0.370341
blogged_computations	49.9310274116792	89.658767	0.5569	0.578048	0.289024
compendiums_reviewed	-958.141657271882	687.824192	-1.393	0.164744	0.082372
feedback_messages_p1	387.324670025153	208.242804	1.86	0.063958	0.031979
feedback_messages_p120	188.860858466293	103.758524	1.8202	0.069816	0.034908
totsize	-0.0979261835742309	0.064607	-1.5157	0.130736	0.065368
totrevisions	-0.840560753543224	0.31625	-2.6579	0.008323	0.004162
totseconds	0.862265159048422	0.070499	12.2309	0	0
tothyperlinks	123.454326707396	435.456975	0.2835	0.777003	0.388501
totblogs	-113.10070971784	451.302996	-0.2506	0.802303	0.401152

Multiple Linear Regression - Regression Statistics
Multiple R	0.966844538114394
R-squared	0.934788360881635
Adjusted R-squared	0.931705628850585
F-TEST (value)	303.233739250198
F-TEST (DF numerator)	13
F-TEST (DF denominator)	275
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	21517.9147814345
Sum Squared Residuals	127330680548.797

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.966844538114394 \tabularnewline
R-squared & 0.934788360881635 \tabularnewline
Adjusted R-squared & 0.931705628850585 \tabularnewline
F-TEST (value) & 303.233739250198 \tabularnewline
F-TEST (DF numerator) & 13 \tabularnewline
F-TEST (DF denominator) & 275 \tabularnewline
p-value & 0 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation & 21517.9147814345 \tabularnewline
Sum Squared Residuals & 127330680548.797 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=189987&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.966844538114394[/C][/ROW]
[ROW][C]R-squared[/C][C]0.934788360881635[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.931705628850585[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]303.233739250198[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]13[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]275[/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]21517.9147814345[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]127330680548.797[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=189987&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=189987&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	0.966844538114394
R-squared	0.934788360881635
Adjusted R-squared	0.931705628850585
F-TEST (value)	303.233739250198
F-TEST (DF numerator)	13
F-TEST (DF denominator)	275
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	21517.9147814345
Sum Squared Residuals	127330680548.797

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	InterpolationForecast	ResidualsPrediction Error
1	210907	189608.345009328	21298.6549906719
2	120982	143163.49817061	-22181.4981706103
3	176508	169148.618629749	7359.3813702512
4	179321	222867.787196281	-43546.7871962807
5	123185	112144.160938947	11040.8390610527
6	52746	68026.2835719099	-15280.2835719099
7	385534	373808.718904973	11725.2810950269
8	33170	28630.619918164	4539.38008183604
9	101645	82333.4399983002	19311.5600016998
10	149061	167610.846756216	-18549.8467562156
11	165446	147757.1336051	17688.8663949005
12	237213	241190.44603317	-3977.44603317
13	173326	168205.017541864	5120.98245813574
14	133131	137392.069645559	-4261.06964555943
15	258873	219115.954515562	39757.0454844381
16	180083	173207.137143202	6875.86285679847
17	324799	366787.292272133	-41988.2922721329
18	230964	206748.435615196	24215.5643848039
19	236785	230684.600240006	6100.39975999422
20	135473	134762.874767546	710.125232453554
21	202925	196089.516729018	6835.48327098244
22	215147	198584.950027241	16562.0499727585
23	344297	258451.498268682	85845.5017313181
24	153935	146348.716925167	7586.28307483286
25	132943	155392.930884105	-22449.9308841053
26	174724	227290.180188182	-52566.1801881819
27	174415	212482.93950013	-38067.9395001299
28	225548	256280.450984083	-30732.4509840831
29	223632	206296.546789678	17335.4532103217
30	124817	129842.37561568	-5025.37561568024
31	221698	269033.702987835	-47335.7029878354
32	210767	219412.613180463	-8645.6131804632
33	170266	175837.944838158	-5571.94483815752
34	260561	256027.906995677	4533.09300432325
35	84853	86353.7787618281	-1500.77876182813
36	294424	291745.605069405	2678.39493059455
37	101011	96540.9206155774	4470.07938442255
38	215641	208983.603360469	6657.39663953146
39	325107	287314.403657035	37792.5963429646
40	7176	8074.44056482022	-898.440564820223
41	167542	157733.525523042	9808.47447695818
42	106408	83642.0514959177	22765.9485040823
43	96560	107417.130218649	-10857.1302186493
44	265769	270186.91170701	-4417.91170700963
45	269651	280878.570225415	-11227.5702254146
46	149112	151525.850365619	-2413.85036561866
47	175824	187884.203115557	-12060.2031155569
48	152871	170870.686001169	-17999.6860011694
49	111665	101097.34134295	10567.65865705
50	116408	168882.463456405	-52474.4634564047
51	362301	325157.549387128	37143.450612872
52	78800	104490.342135747	-25690.3421357468
53	183167	186966.836477121	-3799.8364771212
54	277965	320551.557976692	-42586.5579766918
55	150629	189936.852727784	-39307.8527277837
56	168809	191919.270547128	-23110.2705471281
57	24188	39755.1211521562	-15567.1211521562
58	329267	299251.249723537	30015.7502764633
59	65029	66258.0146620562	-1229.01466205623
60	101097	112606.818937684	-11509.8189376842
61	218946	208974.508969695	9971.49103030473
62	244052	238755.022260335	5296.97773966479
63	341570	330763.632063825	10806.367936175
64	103597	100211.739947353	3385.26005264679
65	233328	264804.003441408	-31476.0034414077
66	256462	273054.043256453	-16592.0432564526
67	206161	158682.230069398	47478.7699306021
68	311473	321268.37262478	-9795.37262477956
69	235800	263954.697776466	-28154.6977764656
70	177939	205856.526695903	-27917.5266959032
71	207176	194544.722476535	12631.2775234647
72	196553	182592.503411825	13960.4965881751
73	174184	164858.036515592	9325.96348440828
74	143246	148732.892327114	-5486.89232711446
75	187559	219808.775500812	-32249.7755008119
76	187681	182015.742899717	5665.25710028265
77	119016	135913.04471131	-16897.0447113098
78	182192	193510.067266788	-11318.067266788
79	73566	90394.832576842	-16828.832576842
80	194979	191528.290685584	3450.70931441571
81	167488	158528.722477655	8959.27752234479
82	143756	154336.762468408	-10580.7624684077
83	275541	207047.45834117	68493.5416588298
84	243199	228136.441738821	15062.558261179
85	182999	184196.218655719	-1197.21865571864
86	135649	141183.609756441	-5534.60975644122
87	152299	151233.305049962	1065.69495003765
88	120221	133097.061128608	-12876.0611286078
89	346485	269687.625121955	76797.374878045
90	145790	166830.144395076	-21040.1443950763
91	193339	154511.578010138	38827.421989862
92	80953	101709.594007975	-20756.5940079755
93	122774	137632.81408174	-14858.8140817405
94	130585	111231.730139589	19353.2698604108
95	112611	102775.526722041	9835.47327795902
96	286468	278638.845057735	7829.15494226518
97	241066	222954.394826733	18111.6051732672
98	148446	199422.515398974	-50976.5153989737
99	204713	186015.234299451	18697.7657005492
100	182079	175281.964220347	6797.03577965279
101	140344	142656.192595492	-2312.19259549207
102	220516	215351.137290297	5164.86270970319
103	243060	210629.199057063	32430.8009429367
104	162765	149896.139235005	12868.8607649948
105	182613	176169.637145887	6443.362854113
106	232138	235283.386545188	-3145.38654518839
107	265318	294197.685886207	-28879.685886207
108	85574	85379.225269009	194.774730990997
109	310839	300619.994377998	10219.005622002
110	225060	199608.40460978	25451.5953902201
111	232317	249055.846235505	-16738.8462355047
112	144966	153855.283905725	-8889.2839057252
113	43287	53380.2839320376	-10093.2839320376
114	155754	151156.147792591	4597.85220740899
115	164709	179952.388345007	-15243.3883450067
116	201940	212305.67453777	-10365.6745377696
117	235454	230150.843781156	5303.15621884362
118	220801	184930.981412038	35870.0185879623
119	99466	161620.776614763	-62154.7766147634
120	92661	100880.68182418	-8219.68182418035
121	133328	131508.762892266	1819.23710773424
122	61361	90130.2913953462	-28769.2913953462
123	125930	154787.747716187	-28857.7477161869
124	100750	139965.726155311	-39215.7261553113
125	224549	199355.12727791	25193.8727220896
126	82316	73302.8879784523	9013.11202154775
127	102010	95733.8949171776	6276.10508282236
128	101523	99040.9645478477	2482.03545215228
129	243511	195469.972330427	48041.027669573
130	22938	20684.880565955	2253.11943404503
131	41566	41181.2886777993	384.711322200707
132	152474	166072.769705658	-13598.7697056584
133	61857	48210.6559763284	13646.3440236716
134	99923	135768.8616935	-35845.8616935
135	132487	137621.591138349	-5134.59113834947
136	317394	324286.614038363	-6892.6140383629
137	21054	21796.6953016271	-742.695301627124
138	209641	197593.538196546	12047.4618034541
139	22648	33910.1118921077	-11262.1118921077
140	31414	35522.9657791326	-4108.96577913265
141	46698	65250.5637461765	-18552.5637461765
142	131698	141878.459924201	-10180.4599242012
143	91735	77266.853712128	14468.1462878721
144	244749	277509.529252606	-32760.5292526055
145	184510	152938.070921762	31571.9290782375
146	79863	86105.3953338669	-6242.39533386684
147	128423	103045.817783076	25377.182216924
148	97839	112765.612803976	-14926.6128039756
149	38214	54155.9515575675	-15941.9515575675
150	151101	145952.823925897	5148.17607410341
151	272458	248368.451231913	24089.5487680874
152	172494	178620.31718826	-6126.31718825962
153	108043	113702.07255699	-5659.07255699029
154	328107	331367.299354546	-3260.299354546
155	250579	282783.982782782	-32204.982782782
156	351067	332153.208614774	18913.791385226
157	158015	156173.893045927	1841.10695407262
158	98866	87490.0122410511	11375.9877589489
159	85439	110515.478134519	-25076.4781345191
160	229242	221145.017762298	8096.9822377018
161	351619	350750.659553977	868.34044602312
162	84207	73541.0248114582	10665.9751885418
163	120445	122792.387687964	-2347.38768796411
164	324598	303799.415691222	20798.5843087776
165	131069	144926.754126632	-13857.7541266324
166	204271	188701.846882183	15569.1531178174
167	165543	178778.31574919	-13235.3157491896
168	141722	117920.589346861	23801.4106531393
169	116048	113825.626945657	2222.37305434286
170	250047	175920.618951132	74126.3810488685
171	299775	290155.532556363	9619.46744363676
172	195838	185054.163823939	10783.8361760609
173	173260	126414.17571631	46845.8242836898
174	254488	222091.502541976	32396.497458024
175	104389	143629.994162523	-39240.9941625228
176	136084	138905.258999012	-2821.25899901245
177	199476	223906.285329451	-24430.2853294515
178	92499	79762.0832405957	12736.9167594042
179	224330	222673.923714301	1656.07628569863
180	135781	108446.802947614	27334.1970523862
181	74408	85466.5201384414	-11058.5201384414
182	81240	103377.942459695	-22137.9424596946
183	14688	12310.5353299182	2377.46467008184
184	181633	167981.227875789	13651.772124211
185	271856	270882.930703425	973.069296574556
186	7199	8659.00071437811	-1460.00071437811
187	46660	51360.4072830372	-4700.40728303716
188	17547	10046.1906572931	7500.80934270688
189	133368	136919.016574045	-3551.01657404511
190	95227	63748.6495830404	31478.3504169596
191	152601	106022.844582434	46578.1554175664
192	98146	97677.6488651539	468.35113484608
193	79619	89102.9658358318	-9483.96583583181
194	59194	72679.4028058271	-13485.4028058271
195	139942	160929.09861365	-20987.0986136499
196	118612	106786.48701925	11825.5129807498
197	72880	87657.3598458519	-14777.3598458518
198	65475	62365.9944539487	3109.00554605126
199	99643	121942.08077975	-22299.0807797503
200	71965	69168.1317497049	2796.86825029514
201	77272	71806.6719584286	5465.32804157137
202	49289	42473.1097806715	6815.89021932854
203	135131	112499.65179357	22631.3482064295
204	108446	112612.805773604	-4166.80577360375
205	89746	112809.582168558	-23063.5821685583
206	44296	48065.4999890486	-3769.49998904857
207	77648	72704.8208565408	4943.17914345918
208	181528	148619.040172813	32908.9598271875
209	134019	110811.993635788	23207.0063642118
210	124064	127378.602027905	-3314.60202790497
211	92630	92346.1452527092	283.854747290795
212	121848	89116.3451427237	32731.6548572763
213	52915	52161.0510516363	753.948948363691
214	81872	84771.9777346394	-2899.97773463939
215	58981	74390.777299517	-15409.777299517
216	53515	67554.9060658628	-14039.9060658628
217	60812	90517.1332723608	-29705.1332723608
218	56375	63766.4721167013	-7391.47211670135
219	65490	71745.7399426278	-6255.73994262779
220	80949	66211.8710427086	14737.1289572914
221	76302	92392.5277124837	-16090.5277124837
222	104011	145154.639106136	-41143.6391061355
223	98104	136846.570810523	-38742.5708105227
224	67989	71376.8758927719	-3387.87589277195
225	30989	30276.2401764047	712.759823595252
226	135458	132451.045046187	3006.95495381327
227	73504	61353.6792686996	12150.3207313004
228	63123	80291.5340009904	-17168.5340009904
229	61254	66241.8028282704	-4987.80282827042
230	74914	95401.1021599422	-20487.1021599422
231	31774	41893.3559183981	-10119.3559183981
232	81437	85460.2715761812	-4023.27157618121
233	87186	133183.477184265	-45997.4771842652
234	50090	55892.825166415	-5802.825166415
235	65745	79838.0493439801	-14093.0493439801
236	56653	55416.6388270945	1236.3611729055
237	158399	108438.594925465	49960.4050745354
238	46455	58398.7460828004	-11943.7460828004
239	73624	85138.5374050516	-11514.5374050516
240	38395	51203.9109261817	-12808.9109261817
241	91899	85767.2603928195	6131.73960718052
242	139526	133835.471767003	5690.5282329971
243	52164	59115.936164932	-6951.936164932
244	51567	53308.3961054262	-1741.39610542621
245	70551	77548.1317566683	-6997.13175666832
246	84856	93733.8387853952	-8877.83878539521
247	102538	117052.40748972	-14514.4074897201
248	86678	79482.243810774	7195.75618922602
249	85709	73827.7748912171	11881.2251087829
250	34662	44090.5605709677	-9428.56057096775
251	150580	146193.218646554	4386.78135344596
252	99611	96714.9226160544	2896.07738394559
253	19349	13719.0966500056	5629.90334999443
254	99373	94101.3943024594	5271.60569754061
255	86230	101363.991327961	-15133.9913279613
256	30837	26362.2606478394	4474.73935216061
257	31706	39434.3003003959	-7728.30030039589
258	89806	69576.4846623181	20229.5153376819
259	62088	51190.3318047145	10897.6681952855
260	40151	38543.2867972134	1607.71320278658
261	27634	35649.6266781231	-8015.62667812314
262	76990	75369.3414612191	1620.65853878086
263	37460	22012.9600595701	15447.0399404299
264	54157	52433.2965491316	1723.70345086841
265	49862	55838.6152974983	-5976.61529749832
266	84337	80549.4372250641	3787.56277493593
267	64175	77252.4974032238	-13077.4974032238
268	59382	59103.5861436377	278.413856362269
269	119308	85914.8949924295	33393.1050075705
270	76702	83712.0034009521	-7010.00340095211
271	103425	103118.013726774	306.98627322623
272	70344	67747.9250536465	2596.07494635353
273	43410	37027.4689037918	6382.53109620819
274	104838	99381.7756115732	5456.22438842677
275	62215	51962.5147101399	10252.4852898601
276	69304	68827.6577615713	476.342238428647
277	53117	32712.9255300096	20404.0744699904
278	19764	15464.0959959848	4299.90400401519
279	86680	93263.8814051549	-6583.88140515492
280	84105	71404.4933961303	12700.5066038697
281	77945	75065.7474340703	2879.25256592972
282	89113	58140.980211269	30972.019788731
283	91005	79239.2593779772	11765.7406220228
284	40248	28709.720189724	11538.279810276
285	64187	58931.6516205479	5255.34837945209
286	50857	42743.0683284166	8113.93167158338
287	56613	47437.695151629	9175.30484837102
288	62792	66082.9783867718	-3290.97838677182
289	72535	81811.60300265	-9276.60300264995

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 210907 & 189608.345009328 & 21298.6549906719 \tabularnewline
2 & 120982 & 143163.49817061 & -22181.4981706103 \tabularnewline
3 & 176508 & 169148.618629749 & 7359.3813702512 \tabularnewline
4 & 179321 & 222867.787196281 & -43546.7871962807 \tabularnewline
5 & 123185 & 112144.160938947 & 11040.8390610527 \tabularnewline
6 & 52746 & 68026.2835719099 & -15280.2835719099 \tabularnewline
7 & 385534 & 373808.718904973 & 11725.2810950269 \tabularnewline
8 & 33170 & 28630.619918164 & 4539.38008183604 \tabularnewline
9 & 101645 & 82333.4399983002 & 19311.5600016998 \tabularnewline
10 & 149061 & 167610.846756216 & -18549.8467562156 \tabularnewline
11 & 165446 & 147757.1336051 & 17688.8663949005 \tabularnewline
12 & 237213 & 241190.44603317 & -3977.44603317 \tabularnewline
13 & 173326 & 168205.017541864 & 5120.98245813574 \tabularnewline
14 & 133131 & 137392.069645559 & -4261.06964555943 \tabularnewline
15 & 258873 & 219115.954515562 & 39757.0454844381 \tabularnewline
16 & 180083 & 173207.137143202 & 6875.86285679847 \tabularnewline
17 & 324799 & 366787.292272133 & -41988.2922721329 \tabularnewline
18 & 230964 & 206748.435615196 & 24215.5643848039 \tabularnewline
19 & 236785 & 230684.600240006 & 6100.39975999422 \tabularnewline
20 & 135473 & 134762.874767546 & 710.125232453554 \tabularnewline
21 & 202925 & 196089.516729018 & 6835.48327098244 \tabularnewline
22 & 215147 & 198584.950027241 & 16562.0499727585 \tabularnewline
23 & 344297 & 258451.498268682 & 85845.5017313181 \tabularnewline
24 & 153935 & 146348.716925167 & 7586.28307483286 \tabularnewline
25 & 132943 & 155392.930884105 & -22449.9308841053 \tabularnewline
26 & 174724 & 227290.180188182 & -52566.1801881819 \tabularnewline
27 & 174415 & 212482.93950013 & -38067.9395001299 \tabularnewline
28 & 225548 & 256280.450984083 & -30732.4509840831 \tabularnewline
29 & 223632 & 206296.546789678 & 17335.4532103217 \tabularnewline
30 & 124817 & 129842.37561568 & -5025.37561568024 \tabularnewline
31 & 221698 & 269033.702987835 & -47335.7029878354 \tabularnewline
32 & 210767 & 219412.613180463 & -8645.6131804632 \tabularnewline
33 & 170266 & 175837.944838158 & -5571.94483815752 \tabularnewline
34 & 260561 & 256027.906995677 & 4533.09300432325 \tabularnewline
35 & 84853 & 86353.7787618281 & -1500.77876182813 \tabularnewline
36 & 294424 & 291745.605069405 & 2678.39493059455 \tabularnewline
37 & 101011 & 96540.9206155774 & 4470.07938442255 \tabularnewline
38 & 215641 & 208983.603360469 & 6657.39663953146 \tabularnewline
39 & 325107 & 287314.403657035 & 37792.5963429646 \tabularnewline
40 & 7176 & 8074.44056482022 & -898.440564820223 \tabularnewline
41 & 167542 & 157733.525523042 & 9808.47447695818 \tabularnewline
42 & 106408 & 83642.0514959177 & 22765.9485040823 \tabularnewline
43 & 96560 & 107417.130218649 & -10857.1302186493 \tabularnewline
44 & 265769 & 270186.91170701 & -4417.91170700963 \tabularnewline
45 & 269651 & 280878.570225415 & -11227.5702254146 \tabularnewline
46 & 149112 & 151525.850365619 & -2413.85036561866 \tabularnewline
47 & 175824 & 187884.203115557 & -12060.2031155569 \tabularnewline
48 & 152871 & 170870.686001169 & -17999.6860011694 \tabularnewline
49 & 111665 & 101097.34134295 & 10567.65865705 \tabularnewline
50 & 116408 & 168882.463456405 & -52474.4634564047 \tabularnewline
51 & 362301 & 325157.549387128 & 37143.450612872 \tabularnewline
52 & 78800 & 104490.342135747 & -25690.3421357468 \tabularnewline
53 & 183167 & 186966.836477121 & -3799.8364771212 \tabularnewline
54 & 277965 & 320551.557976692 & -42586.5579766918 \tabularnewline
55 & 150629 & 189936.852727784 & -39307.8527277837 \tabularnewline
56 & 168809 & 191919.270547128 & -23110.2705471281 \tabularnewline
57 & 24188 & 39755.1211521562 & -15567.1211521562 \tabularnewline
58 & 329267 & 299251.249723537 & 30015.7502764633 \tabularnewline
59 & 65029 & 66258.0146620562 & -1229.01466205623 \tabularnewline
60 & 101097 & 112606.818937684 & -11509.8189376842 \tabularnewline
61 & 218946 & 208974.508969695 & 9971.49103030473 \tabularnewline
62 & 244052 & 238755.022260335 & 5296.97773966479 \tabularnewline
63 & 341570 & 330763.632063825 & 10806.367936175 \tabularnewline
64 & 103597 & 100211.739947353 & 3385.26005264679 \tabularnewline
65 & 233328 & 264804.003441408 & -31476.0034414077 \tabularnewline
66 & 256462 & 273054.043256453 & -16592.0432564526 \tabularnewline
67 & 206161 & 158682.230069398 & 47478.7699306021 \tabularnewline
68 & 311473 & 321268.37262478 & -9795.37262477956 \tabularnewline
69 & 235800 & 263954.697776466 & -28154.6977764656 \tabularnewline
70 & 177939 & 205856.526695903 & -27917.5266959032 \tabularnewline
71 & 207176 & 194544.722476535 & 12631.2775234647 \tabularnewline
72 & 196553 & 182592.503411825 & 13960.4965881751 \tabularnewline
73 & 174184 & 164858.036515592 & 9325.96348440828 \tabularnewline
74 & 143246 & 148732.892327114 & -5486.89232711446 \tabularnewline
75 & 187559 & 219808.775500812 & -32249.7755008119 \tabularnewline
76 & 187681 & 182015.742899717 & 5665.25710028265 \tabularnewline
77 & 119016 & 135913.04471131 & -16897.0447113098 \tabularnewline
78 & 182192 & 193510.067266788 & -11318.067266788 \tabularnewline
79 & 73566 & 90394.832576842 & -16828.832576842 \tabularnewline
80 & 194979 & 191528.290685584 & 3450.70931441571 \tabularnewline
81 & 167488 & 158528.722477655 & 8959.27752234479 \tabularnewline
82 & 143756 & 154336.762468408 & -10580.7624684077 \tabularnewline
83 & 275541 & 207047.45834117 & 68493.5416588298 \tabularnewline
84 & 243199 & 228136.441738821 & 15062.558261179 \tabularnewline
85 & 182999 & 184196.218655719 & -1197.21865571864 \tabularnewline
86 & 135649 & 141183.609756441 & -5534.60975644122 \tabularnewline
87 & 152299 & 151233.305049962 & 1065.69495003765 \tabularnewline
88 & 120221 & 133097.061128608 & -12876.0611286078 \tabularnewline
89 & 346485 & 269687.625121955 & 76797.374878045 \tabularnewline
90 & 145790 & 166830.144395076 & -21040.1443950763 \tabularnewline
91 & 193339 & 154511.578010138 & 38827.421989862 \tabularnewline
92 & 80953 & 101709.594007975 & -20756.5940079755 \tabularnewline
93 & 122774 & 137632.81408174 & -14858.8140817405 \tabularnewline
94 & 130585 & 111231.730139589 & 19353.2698604108 \tabularnewline
95 & 112611 & 102775.526722041 & 9835.47327795902 \tabularnewline
96 & 286468 & 278638.845057735 & 7829.15494226518 \tabularnewline
97 & 241066 & 222954.394826733 & 18111.6051732672 \tabularnewline
98 & 148446 & 199422.515398974 & -50976.5153989737 \tabularnewline
99 & 204713 & 186015.234299451 & 18697.7657005492 \tabularnewline
100 & 182079 & 175281.964220347 & 6797.03577965279 \tabularnewline
101 & 140344 & 142656.192595492 & -2312.19259549207 \tabularnewline
102 & 220516 & 215351.137290297 & 5164.86270970319 \tabularnewline
103 & 243060 & 210629.199057063 & 32430.8009429367 \tabularnewline
104 & 162765 & 149896.139235005 & 12868.8607649948 \tabularnewline
105 & 182613 & 176169.637145887 & 6443.362854113 \tabularnewline
106 & 232138 & 235283.386545188 & -3145.38654518839 \tabularnewline
107 & 265318 & 294197.685886207 & -28879.685886207 \tabularnewline
108 & 85574 & 85379.225269009 & 194.774730990997 \tabularnewline
109 & 310839 & 300619.994377998 & 10219.005622002 \tabularnewline
110 & 225060 & 199608.40460978 & 25451.5953902201 \tabularnewline
111 & 232317 & 249055.846235505 & -16738.8462355047 \tabularnewline
112 & 144966 & 153855.283905725 & -8889.2839057252 \tabularnewline
113 & 43287 & 53380.2839320376 & -10093.2839320376 \tabularnewline
114 & 155754 & 151156.147792591 & 4597.85220740899 \tabularnewline
115 & 164709 & 179952.388345007 & -15243.3883450067 \tabularnewline
116 & 201940 & 212305.67453777 & -10365.6745377696 \tabularnewline
117 & 235454 & 230150.843781156 & 5303.15621884362 \tabularnewline
118 & 220801 & 184930.981412038 & 35870.0185879623 \tabularnewline
119 & 99466 & 161620.776614763 & -62154.7766147634 \tabularnewline
120 & 92661 & 100880.68182418 & -8219.68182418035 \tabularnewline
121 & 133328 & 131508.762892266 & 1819.23710773424 \tabularnewline
122 & 61361 & 90130.2913953462 & -28769.2913953462 \tabularnewline
123 & 125930 & 154787.747716187 & -28857.7477161869 \tabularnewline
124 & 100750 & 139965.726155311 & -39215.7261553113 \tabularnewline
125 & 224549 & 199355.12727791 & 25193.8727220896 \tabularnewline
126 & 82316 & 73302.8879784523 & 9013.11202154775 \tabularnewline
127 & 102010 & 95733.8949171776 & 6276.10508282236 \tabularnewline
128 & 101523 & 99040.9645478477 & 2482.03545215228 \tabularnewline
129 & 243511 & 195469.972330427 & 48041.027669573 \tabularnewline
130 & 22938 & 20684.880565955 & 2253.11943404503 \tabularnewline
131 & 41566 & 41181.2886777993 & 384.711322200707 \tabularnewline
132 & 152474 & 166072.769705658 & -13598.7697056584 \tabularnewline
133 & 61857 & 48210.6559763284 & 13646.3440236716 \tabularnewline
134 & 99923 & 135768.8616935 & -35845.8616935 \tabularnewline
135 & 132487 & 137621.591138349 & -5134.59113834947 \tabularnewline
136 & 317394 & 324286.614038363 & -6892.6140383629 \tabularnewline
137 & 21054 & 21796.6953016271 & -742.695301627124 \tabularnewline
138 & 209641 & 197593.538196546 & 12047.4618034541 \tabularnewline
139 & 22648 & 33910.1118921077 & -11262.1118921077 \tabularnewline
140 & 31414 & 35522.9657791326 & -4108.96577913265 \tabularnewline
141 & 46698 & 65250.5637461765 & -18552.5637461765 \tabularnewline
142 & 131698 & 141878.459924201 & -10180.4599242012 \tabularnewline
143 & 91735 & 77266.853712128 & 14468.1462878721 \tabularnewline
144 & 244749 & 277509.529252606 & -32760.5292526055 \tabularnewline
145 & 184510 & 152938.070921762 & 31571.9290782375 \tabularnewline
146 & 79863 & 86105.3953338669 & -6242.39533386684 \tabularnewline
147 & 128423 & 103045.817783076 & 25377.182216924 \tabularnewline
148 & 97839 & 112765.612803976 & -14926.6128039756 \tabularnewline
149 & 38214 & 54155.9515575675 & -15941.9515575675 \tabularnewline
150 & 151101 & 145952.823925897 & 5148.17607410341 \tabularnewline
151 & 272458 & 248368.451231913 & 24089.5487680874 \tabularnewline
152 & 172494 & 178620.31718826 & -6126.31718825962 \tabularnewline
153 & 108043 & 113702.07255699 & -5659.07255699029 \tabularnewline
154 & 328107 & 331367.299354546 & -3260.299354546 \tabularnewline
155 & 250579 & 282783.982782782 & -32204.982782782 \tabularnewline
156 & 351067 & 332153.208614774 & 18913.791385226 \tabularnewline
157 & 158015 & 156173.893045927 & 1841.10695407262 \tabularnewline
158 & 98866 & 87490.0122410511 & 11375.9877589489 \tabularnewline
159 & 85439 & 110515.478134519 & -25076.4781345191 \tabularnewline
160 & 229242 & 221145.017762298 & 8096.9822377018 \tabularnewline
161 & 351619 & 350750.659553977 & 868.34044602312 \tabularnewline
162 & 84207 & 73541.0248114582 & 10665.9751885418 \tabularnewline
163 & 120445 & 122792.387687964 & -2347.38768796411 \tabularnewline
164 & 324598 & 303799.415691222 & 20798.5843087776 \tabularnewline
165 & 131069 & 144926.754126632 & -13857.7541266324 \tabularnewline
166 & 204271 & 188701.846882183 & 15569.1531178174 \tabularnewline
167 & 165543 & 178778.31574919 & -13235.3157491896 \tabularnewline
168 & 141722 & 117920.589346861 & 23801.4106531393 \tabularnewline
169 & 116048 & 113825.626945657 & 2222.37305434286 \tabularnewline
170 & 250047 & 175920.618951132 & 74126.3810488685 \tabularnewline
171 & 299775 & 290155.532556363 & 9619.46744363676 \tabularnewline
172 & 195838 & 185054.163823939 & 10783.8361760609 \tabularnewline
173 & 173260 & 126414.17571631 & 46845.8242836898 \tabularnewline
174 & 254488 & 222091.502541976 & 32396.497458024 \tabularnewline
175 & 104389 & 143629.994162523 & -39240.9941625228 \tabularnewline
176 & 136084 & 138905.258999012 & -2821.25899901245 \tabularnewline
177 & 199476 & 223906.285329451 & -24430.2853294515 \tabularnewline
178 & 92499 & 79762.0832405957 & 12736.9167594042 \tabularnewline
179 & 224330 & 222673.923714301 & 1656.07628569863 \tabularnewline
180 & 135781 & 108446.802947614 & 27334.1970523862 \tabularnewline
181 & 74408 & 85466.5201384414 & -11058.5201384414 \tabularnewline
182 & 81240 & 103377.942459695 & -22137.9424596946 \tabularnewline
183 & 14688 & 12310.5353299182 & 2377.46467008184 \tabularnewline
184 & 181633 & 167981.227875789 & 13651.772124211 \tabularnewline
185 & 271856 & 270882.930703425 & 973.069296574556 \tabularnewline
186 & 7199 & 8659.00071437811 & -1460.00071437811 \tabularnewline
187 & 46660 & 51360.4072830372 & -4700.40728303716 \tabularnewline
188 & 17547 & 10046.1906572931 & 7500.80934270688 \tabularnewline
189 & 133368 & 136919.016574045 & -3551.01657404511 \tabularnewline
190 & 95227 & 63748.6495830404 & 31478.3504169596 \tabularnewline
191 & 152601 & 106022.844582434 & 46578.1554175664 \tabularnewline
192 & 98146 & 97677.6488651539 & 468.35113484608 \tabularnewline
193 & 79619 & 89102.9658358318 & -9483.96583583181 \tabularnewline
194 & 59194 & 72679.4028058271 & -13485.4028058271 \tabularnewline
195 & 139942 & 160929.09861365 & -20987.0986136499 \tabularnewline
196 & 118612 & 106786.48701925 & 11825.5129807498 \tabularnewline
197 & 72880 & 87657.3598458519 & -14777.3598458518 \tabularnewline
198 & 65475 & 62365.9944539487 & 3109.00554605126 \tabularnewline
199 & 99643 & 121942.08077975 & -22299.0807797503 \tabularnewline
200 & 71965 & 69168.1317497049 & 2796.86825029514 \tabularnewline
201 & 77272 & 71806.6719584286 & 5465.32804157137 \tabularnewline
202 & 49289 & 42473.1097806715 & 6815.89021932854 \tabularnewline
203 & 135131 & 112499.65179357 & 22631.3482064295 \tabularnewline
204 & 108446 & 112612.805773604 & -4166.80577360375 \tabularnewline
205 & 89746 & 112809.582168558 & -23063.5821685583 \tabularnewline
206 & 44296 & 48065.4999890486 & -3769.49998904857 \tabularnewline
207 & 77648 & 72704.8208565408 & 4943.17914345918 \tabularnewline
208 & 181528 & 148619.040172813 & 32908.9598271875 \tabularnewline
209 & 134019 & 110811.993635788 & 23207.0063642118 \tabularnewline
210 & 124064 & 127378.602027905 & -3314.60202790497 \tabularnewline
211 & 92630 & 92346.1452527092 & 283.854747290795 \tabularnewline
212 & 121848 & 89116.3451427237 & 32731.6548572763 \tabularnewline
213 & 52915 & 52161.0510516363 & 753.948948363691 \tabularnewline
214 & 81872 & 84771.9777346394 & -2899.97773463939 \tabularnewline
215 & 58981 & 74390.777299517 & -15409.777299517 \tabularnewline
216 & 53515 & 67554.9060658628 & -14039.9060658628 \tabularnewline
217 & 60812 & 90517.1332723608 & -29705.1332723608 \tabularnewline
218 & 56375 & 63766.4721167013 & -7391.47211670135 \tabularnewline
219 & 65490 & 71745.7399426278 & -6255.73994262779 \tabularnewline
220 & 80949 & 66211.8710427086 & 14737.1289572914 \tabularnewline
221 & 76302 & 92392.5277124837 & -16090.5277124837 \tabularnewline
222 & 104011 & 145154.639106136 & -41143.6391061355 \tabularnewline
223 & 98104 & 136846.570810523 & -38742.5708105227 \tabularnewline
224 & 67989 & 71376.8758927719 & -3387.87589277195 \tabularnewline
225 & 30989 & 30276.2401764047 & 712.759823595252 \tabularnewline
226 & 135458 & 132451.045046187 & 3006.95495381327 \tabularnewline
227 & 73504 & 61353.6792686996 & 12150.3207313004 \tabularnewline
228 & 63123 & 80291.5340009904 & -17168.5340009904 \tabularnewline
229 & 61254 & 66241.8028282704 & -4987.80282827042 \tabularnewline
230 & 74914 & 95401.1021599422 & -20487.1021599422 \tabularnewline
231 & 31774 & 41893.3559183981 & -10119.3559183981 \tabularnewline
232 & 81437 & 85460.2715761812 & -4023.27157618121 \tabularnewline
233 & 87186 & 133183.477184265 & -45997.4771842652 \tabularnewline
234 & 50090 & 55892.825166415 & -5802.825166415 \tabularnewline
235 & 65745 & 79838.0493439801 & -14093.0493439801 \tabularnewline
236 & 56653 & 55416.6388270945 & 1236.3611729055 \tabularnewline
237 & 158399 & 108438.594925465 & 49960.4050745354 \tabularnewline
238 & 46455 & 58398.7460828004 & -11943.7460828004 \tabularnewline
239 & 73624 & 85138.5374050516 & -11514.5374050516 \tabularnewline
240 & 38395 & 51203.9109261817 & -12808.9109261817 \tabularnewline
241 & 91899 & 85767.2603928195 & 6131.73960718052 \tabularnewline
242 & 139526 & 133835.471767003 & 5690.5282329971 \tabularnewline
243 & 52164 & 59115.936164932 & -6951.936164932 \tabularnewline
244 & 51567 & 53308.3961054262 & -1741.39610542621 \tabularnewline
245 & 70551 & 77548.1317566683 & -6997.13175666832 \tabularnewline
246 & 84856 & 93733.8387853952 & -8877.83878539521 \tabularnewline
247 & 102538 & 117052.40748972 & -14514.4074897201 \tabularnewline
248 & 86678 & 79482.243810774 & 7195.75618922602 \tabularnewline
249 & 85709 & 73827.7748912171 & 11881.2251087829 \tabularnewline
250 & 34662 & 44090.5605709677 & -9428.56057096775 \tabularnewline
251 & 150580 & 146193.218646554 & 4386.78135344596 \tabularnewline
252 & 99611 & 96714.9226160544 & 2896.07738394559 \tabularnewline
253 & 19349 & 13719.0966500056 & 5629.90334999443 \tabularnewline
254 & 99373 & 94101.3943024594 & 5271.60569754061 \tabularnewline
255 & 86230 & 101363.991327961 & -15133.9913279613 \tabularnewline
256 & 30837 & 26362.2606478394 & 4474.73935216061 \tabularnewline
257 & 31706 & 39434.3003003959 & -7728.30030039589 \tabularnewline
258 & 89806 & 69576.4846623181 & 20229.5153376819 \tabularnewline
259 & 62088 & 51190.3318047145 & 10897.6681952855 \tabularnewline
260 & 40151 & 38543.2867972134 & 1607.71320278658 \tabularnewline
261 & 27634 & 35649.6266781231 & -8015.62667812314 \tabularnewline
262 & 76990 & 75369.3414612191 & 1620.65853878086 \tabularnewline
263 & 37460 & 22012.9600595701 & 15447.0399404299 \tabularnewline
264 & 54157 & 52433.2965491316 & 1723.70345086841 \tabularnewline
265 & 49862 & 55838.6152974983 & -5976.61529749832 \tabularnewline
266 & 84337 & 80549.4372250641 & 3787.56277493593 \tabularnewline
267 & 64175 & 77252.4974032238 & -13077.4974032238 \tabularnewline
268 & 59382 & 59103.5861436377 & 278.413856362269 \tabularnewline
269 & 119308 & 85914.8949924295 & 33393.1050075705 \tabularnewline
270 & 76702 & 83712.0034009521 & -7010.00340095211 \tabularnewline
271 & 103425 & 103118.013726774 & 306.98627322623 \tabularnewline
272 & 70344 & 67747.9250536465 & 2596.07494635353 \tabularnewline
273 & 43410 & 37027.4689037918 & 6382.53109620819 \tabularnewline
274 & 104838 & 99381.7756115732 & 5456.22438842677 \tabularnewline
275 & 62215 & 51962.5147101399 & 10252.4852898601 \tabularnewline
276 & 69304 & 68827.6577615713 & 476.342238428647 \tabularnewline
277 & 53117 & 32712.9255300096 & 20404.0744699904 \tabularnewline
278 & 19764 & 15464.0959959848 & 4299.90400401519 \tabularnewline
279 & 86680 & 93263.8814051549 & -6583.88140515492 \tabularnewline
280 & 84105 & 71404.4933961303 & 12700.5066038697 \tabularnewline
281 & 77945 & 75065.7474340703 & 2879.25256592972 \tabularnewline
282 & 89113 & 58140.980211269 & 30972.019788731 \tabularnewline
283 & 91005 & 79239.2593779772 & 11765.7406220228 \tabularnewline
284 & 40248 & 28709.720189724 & 11538.279810276 \tabularnewline
285 & 64187 & 58931.6516205479 & 5255.34837945209 \tabularnewline
286 & 50857 & 42743.0683284166 & 8113.93167158338 \tabularnewline
287 & 56613 & 47437.695151629 & 9175.30484837102 \tabularnewline
288 & 62792 & 66082.9783867718 & -3290.97838677182 \tabularnewline
289 & 72535 & 81811.60300265 & -9276.60300264995 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=189987&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]210907[/C][C]189608.345009328[/C][C]21298.6549906719[/C][/ROW]
[ROW][C]2[/C][C]120982[/C][C]143163.49817061[/C][C]-22181.4981706103[/C][/ROW]
[ROW][C]3[/C][C]176508[/C][C]169148.618629749[/C][C]7359.3813702512[/C][/ROW]
[ROW][C]4[/C][C]179321[/C][C]222867.787196281[/C][C]-43546.7871962807[/C][/ROW]
[ROW][C]5[/C][C]123185[/C][C]112144.160938947[/C][C]11040.8390610527[/C][/ROW]
[ROW][C]6[/C][C]52746[/C][C]68026.2835719099[/C][C]-15280.2835719099[/C][/ROW]
[ROW][C]7[/C][C]385534[/C][C]373808.718904973[/C][C]11725.2810950269[/C][/ROW]
[ROW][C]8[/C][C]33170[/C][C]28630.619918164[/C][C]4539.38008183604[/C][/ROW]
[ROW][C]9[/C][C]101645[/C][C]82333.4399983002[/C][C]19311.5600016998[/C][/ROW]
[ROW][C]10[/C][C]149061[/C][C]167610.846756216[/C][C]-18549.8467562156[/C][/ROW]
[ROW][C]11[/C][C]165446[/C][C]147757.1336051[/C][C]17688.8663949005[/C][/ROW]
[ROW][C]12[/C][C]237213[/C][C]241190.44603317[/C][C]-3977.44603317[/C][/ROW]
[ROW][C]13[/C][C]173326[/C][C]168205.017541864[/C][C]5120.98245813574[/C][/ROW]
[ROW][C]14[/C][C]133131[/C][C]137392.069645559[/C][C]-4261.06964555943[/C][/ROW]
[ROW][C]15[/C][C]258873[/C][C]219115.954515562[/C][C]39757.0454844381[/C][/ROW]
[ROW][C]16[/C][C]180083[/C][C]173207.137143202[/C][C]6875.86285679847[/C][/ROW]
[ROW][C]17[/C][C]324799[/C][C]366787.292272133[/C][C]-41988.2922721329[/C][/ROW]
[ROW][C]18[/C][C]230964[/C][C]206748.435615196[/C][C]24215.5643848039[/C][/ROW]
[ROW][C]19[/C][C]236785[/C][C]230684.600240006[/C][C]6100.39975999422[/C][/ROW]
[ROW][C]20[/C][C]135473[/C][C]134762.874767546[/C][C]710.125232453554[/C][/ROW]
[ROW][C]21[/C][C]202925[/C][C]196089.516729018[/C][C]6835.48327098244[/C][/ROW]
[ROW][C]22[/C][C]215147[/C][C]198584.950027241[/C][C]16562.0499727585[/C][/ROW]
[ROW][C]23[/C][C]344297[/C][C]258451.498268682[/C][C]85845.5017313181[/C][/ROW]
[ROW][C]24[/C][C]153935[/C][C]146348.716925167[/C][C]7586.28307483286[/C][/ROW]
[ROW][C]25[/C][C]132943[/C][C]155392.930884105[/C][C]-22449.9308841053[/C][/ROW]
[ROW][C]26[/C][C]174724[/C][C]227290.180188182[/C][C]-52566.1801881819[/C][/ROW]
[ROW][C]27[/C][C]174415[/C][C]212482.93950013[/C][C]-38067.9395001299[/C][/ROW]
[ROW][C]28[/C][C]225548[/C][C]256280.450984083[/C][C]-30732.4509840831[/C][/ROW]
[ROW][C]29[/C][C]223632[/C][C]206296.546789678[/C][C]17335.4532103217[/C][/ROW]
[ROW][C]30[/C][C]124817[/C][C]129842.37561568[/C][C]-5025.37561568024[/C][/ROW]
[ROW][C]31[/C][C]221698[/C][C]269033.702987835[/C][C]-47335.7029878354[/C][/ROW]
[ROW][C]32[/C][C]210767[/C][C]219412.613180463[/C][C]-8645.6131804632[/C][/ROW]
[ROW][C]33[/C][C]170266[/C][C]175837.944838158[/C][C]-5571.94483815752[/C][/ROW]
[ROW][C]34[/C][C]260561[/C][C]256027.906995677[/C][C]4533.09300432325[/C][/ROW]
[ROW][C]35[/C][C]84853[/C][C]86353.7787618281[/C][C]-1500.77876182813[/C][/ROW]
[ROW][C]36[/C][C]294424[/C][C]291745.605069405[/C][C]2678.39493059455[/C][/ROW]
[ROW][C]37[/C][C]101011[/C][C]96540.9206155774[/C][C]4470.07938442255[/C][/ROW]
[ROW][C]38[/C][C]215641[/C][C]208983.603360469[/C][C]6657.39663953146[/C][/ROW]
[ROW][C]39[/C][C]325107[/C][C]287314.403657035[/C][C]37792.5963429646[/C][/ROW]
[ROW][C]40[/C][C]7176[/C][C]8074.44056482022[/C][C]-898.440564820223[/C][/ROW]
[ROW][C]41[/C][C]167542[/C][C]157733.525523042[/C][C]9808.47447695818[/C][/ROW]
[ROW][C]42[/C][C]106408[/C][C]83642.0514959177[/C][C]22765.9485040823[/C][/ROW]
[ROW][C]43[/C][C]96560[/C][C]107417.130218649[/C][C]-10857.1302186493[/C][/ROW]
[ROW][C]44[/C][C]265769[/C][C]270186.91170701[/C][C]-4417.91170700963[/C][/ROW]
[ROW][C]45[/C][C]269651[/C][C]280878.570225415[/C][C]-11227.5702254146[/C][/ROW]
[ROW][C]46[/C][C]149112[/C][C]151525.850365619[/C][C]-2413.85036561866[/C][/ROW]
[ROW][C]47[/C][C]175824[/C][C]187884.203115557[/C][C]-12060.2031155569[/C][/ROW]
[ROW][C]48[/C][C]152871[/C][C]170870.686001169[/C][C]-17999.6860011694[/C][/ROW]
[ROW][C]49[/C][C]111665[/C][C]101097.34134295[/C][C]10567.65865705[/C][/ROW]
[ROW][C]50[/C][C]116408[/C][C]168882.463456405[/C][C]-52474.4634564047[/C][/ROW]
[ROW][C]51[/C][C]362301[/C][C]325157.549387128[/C][C]37143.450612872[/C][/ROW]
[ROW][C]52[/C][C]78800[/C][C]104490.342135747[/C][C]-25690.3421357468[/C][/ROW]
[ROW][C]53[/C][C]183167[/C][C]186966.836477121[/C][C]-3799.8364771212[/C][/ROW]
[ROW][C]54[/C][C]277965[/C][C]320551.557976692[/C][C]-42586.5579766918[/C][/ROW]
[ROW][C]55[/C][C]150629[/C][C]189936.852727784[/C][C]-39307.8527277837[/C][/ROW]
[ROW][C]56[/C][C]168809[/C][C]191919.270547128[/C][C]-23110.2705471281[/C][/ROW]
[ROW][C]57[/C][C]24188[/C][C]39755.1211521562[/C][C]-15567.1211521562[/C][/ROW]
[ROW][C]58[/C][C]329267[/C][C]299251.249723537[/C][C]30015.7502764633[/C][/ROW]
[ROW][C]59[/C][C]65029[/C][C]66258.0146620562[/C][C]-1229.01466205623[/C][/ROW]
[ROW][C]60[/C][C]101097[/C][C]112606.818937684[/C][C]-11509.8189376842[/C][/ROW]
[ROW][C]61[/C][C]218946[/C][C]208974.508969695[/C][C]9971.49103030473[/C][/ROW]
[ROW][C]62[/C][C]244052[/C][C]238755.022260335[/C][C]5296.97773966479[/C][/ROW]
[ROW][C]63[/C][C]341570[/C][C]330763.632063825[/C][C]10806.367936175[/C][/ROW]
[ROW][C]64[/C][C]103597[/C][C]100211.739947353[/C][C]3385.26005264679[/C][/ROW]
[ROW][C]65[/C][C]233328[/C][C]264804.003441408[/C][C]-31476.0034414077[/C][/ROW]
[ROW][C]66[/C][C]256462[/C][C]273054.043256453[/C][C]-16592.0432564526[/C][/ROW]
[ROW][C]67[/C][C]206161[/C][C]158682.230069398[/C][C]47478.7699306021[/C][/ROW]
[ROW][C]68[/C][C]311473[/C][C]321268.37262478[/C][C]-9795.37262477956[/C][/ROW]
[ROW][C]69[/C][C]235800[/C][C]263954.697776466[/C][C]-28154.6977764656[/C][/ROW]
[ROW][C]70[/C][C]177939[/C][C]205856.526695903[/C][C]-27917.5266959032[/C][/ROW]
[ROW][C]71[/C][C]207176[/C][C]194544.722476535[/C][C]12631.2775234647[/C][/ROW]
[ROW][C]72[/C][C]196553[/C][C]182592.503411825[/C][C]13960.4965881751[/C][/ROW]
[ROW][C]73[/C][C]174184[/C][C]164858.036515592[/C][C]9325.96348440828[/C][/ROW]
[ROW][C]74[/C][C]143246[/C][C]148732.892327114[/C][C]-5486.89232711446[/C][/ROW]
[ROW][C]75[/C][C]187559[/C][C]219808.775500812[/C][C]-32249.7755008119[/C][/ROW]
[ROW][C]76[/C][C]187681[/C][C]182015.742899717[/C][C]5665.25710028265[/C][/ROW]
[ROW][C]77[/C][C]119016[/C][C]135913.04471131[/C][C]-16897.0447113098[/C][/ROW]
[ROW][C]78[/C][C]182192[/C][C]193510.067266788[/C][C]-11318.067266788[/C][/ROW]
[ROW][C]79[/C][C]73566[/C][C]90394.832576842[/C][C]-16828.832576842[/C][/ROW]
[ROW][C]80[/C][C]194979[/C][C]191528.290685584[/C][C]3450.70931441571[/C][/ROW]
[ROW][C]81[/C][C]167488[/C][C]158528.722477655[/C][C]8959.27752234479[/C][/ROW]
[ROW][C]82[/C][C]143756[/C][C]154336.762468408[/C][C]-10580.7624684077[/C][/ROW]
[ROW][C]83[/C][C]275541[/C][C]207047.45834117[/C][C]68493.5416588298[/C][/ROW]
[ROW][C]84[/C][C]243199[/C][C]228136.441738821[/C][C]15062.558261179[/C][/ROW]
[ROW][C]85[/C][C]182999[/C][C]184196.218655719[/C][C]-1197.21865571864[/C][/ROW]
[ROW][C]86[/C][C]135649[/C][C]141183.609756441[/C][C]-5534.60975644122[/C][/ROW]
[ROW][C]87[/C][C]152299[/C][C]151233.305049962[/C][C]1065.69495003765[/C][/ROW]
[ROW][C]88[/C][C]120221[/C][C]133097.061128608[/C][C]-12876.0611286078[/C][/ROW]
[ROW][C]89[/C][C]346485[/C][C]269687.625121955[/C][C]76797.374878045[/C][/ROW]
[ROW][C]90[/C][C]145790[/C][C]166830.144395076[/C][C]-21040.1443950763[/C][/ROW]
[ROW][C]91[/C][C]193339[/C][C]154511.578010138[/C][C]38827.421989862[/C][/ROW]
[ROW][C]92[/C][C]80953[/C][C]101709.594007975[/C][C]-20756.5940079755[/C][/ROW]
[ROW][C]93[/C][C]122774[/C][C]137632.81408174[/C][C]-14858.8140817405[/C][/ROW]
[ROW][C]94[/C][C]130585[/C][C]111231.730139589[/C][C]19353.2698604108[/C][/ROW]
[ROW][C]95[/C][C]112611[/C][C]102775.526722041[/C][C]9835.47327795902[/C][/ROW]
[ROW][C]96[/C][C]286468[/C][C]278638.845057735[/C][C]7829.15494226518[/C][/ROW]
[ROW][C]97[/C][C]241066[/C][C]222954.394826733[/C][C]18111.6051732672[/C][/ROW]
[ROW][C]98[/C][C]148446[/C][C]199422.515398974[/C][C]-50976.5153989737[/C][/ROW]
[ROW][C]99[/C][C]204713[/C][C]186015.234299451[/C][C]18697.7657005492[/C][/ROW]
[ROW][C]100[/C][C]182079[/C][C]175281.964220347[/C][C]6797.03577965279[/C][/ROW]
[ROW][C]101[/C][C]140344[/C][C]142656.192595492[/C][C]-2312.19259549207[/C][/ROW]
[ROW][C]102[/C][C]220516[/C][C]215351.137290297[/C][C]5164.86270970319[/C][/ROW]
[ROW][C]103[/C][C]243060[/C][C]210629.199057063[/C][C]32430.8009429367[/C][/ROW]
[ROW][C]104[/C][C]162765[/C][C]149896.139235005[/C][C]12868.8607649948[/C][/ROW]
[ROW][C]105[/C][C]182613[/C][C]176169.637145887[/C][C]6443.362854113[/C][/ROW]
[ROW][C]106[/C][C]232138[/C][C]235283.386545188[/C][C]-3145.38654518839[/C][/ROW]
[ROW][C]107[/C][C]265318[/C][C]294197.685886207[/C][C]-28879.685886207[/C][/ROW]
[ROW][C]108[/C][C]85574[/C][C]85379.225269009[/C][C]194.774730990997[/C][/ROW]
[ROW][C]109[/C][C]310839[/C][C]300619.994377998[/C][C]10219.005622002[/C][/ROW]
[ROW][C]110[/C][C]225060[/C][C]199608.40460978[/C][C]25451.5953902201[/C][/ROW]
[ROW][C]111[/C][C]232317[/C][C]249055.846235505[/C][C]-16738.8462355047[/C][/ROW]
[ROW][C]112[/C][C]144966[/C][C]153855.283905725[/C][C]-8889.2839057252[/C][/ROW]
[ROW][C]113[/C][C]43287[/C][C]53380.2839320376[/C][C]-10093.2839320376[/C][/ROW]
[ROW][C]114[/C][C]155754[/C][C]151156.147792591[/C][C]4597.85220740899[/C][/ROW]
[ROW][C]115[/C][C]164709[/C][C]179952.388345007[/C][C]-15243.3883450067[/C][/ROW]
[ROW][C]116[/C][C]201940[/C][C]212305.67453777[/C][C]-10365.6745377696[/C][/ROW]
[ROW][C]117[/C][C]235454[/C][C]230150.843781156[/C][C]5303.15621884362[/C][/ROW]
[ROW][C]118[/C][C]220801[/C][C]184930.981412038[/C][C]35870.0185879623[/C][/ROW]
[ROW][C]119[/C][C]99466[/C][C]161620.776614763[/C][C]-62154.7766147634[/C][/ROW]
[ROW][C]120[/C][C]92661[/C][C]100880.68182418[/C][C]-8219.68182418035[/C][/ROW]
[ROW][C]121[/C][C]133328[/C][C]131508.762892266[/C][C]1819.23710773424[/C][/ROW]
[ROW][C]122[/C][C]61361[/C][C]90130.2913953462[/C][C]-28769.2913953462[/C][/ROW]
[ROW][C]123[/C][C]125930[/C][C]154787.747716187[/C][C]-28857.7477161869[/C][/ROW]
[ROW][C]124[/C][C]100750[/C][C]139965.726155311[/C][C]-39215.7261553113[/C][/ROW]
[ROW][C]125[/C][C]224549[/C][C]199355.12727791[/C][C]25193.8727220896[/C][/ROW]
[ROW][C]126[/C][C]82316[/C][C]73302.8879784523[/C][C]9013.11202154775[/C][/ROW]
[ROW][C]127[/C][C]102010[/C][C]95733.8949171776[/C][C]6276.10508282236[/C][/ROW]
[ROW][C]128[/C][C]101523[/C][C]99040.9645478477[/C][C]2482.03545215228[/C][/ROW]
[ROW][C]129[/C][C]243511[/C][C]195469.972330427[/C][C]48041.027669573[/C][/ROW]
[ROW][C]130[/C][C]22938[/C][C]20684.880565955[/C][C]2253.11943404503[/C][/ROW]
[ROW][C]131[/C][C]41566[/C][C]41181.2886777993[/C][C]384.711322200707[/C][/ROW]
[ROW][C]132[/C][C]152474[/C][C]166072.769705658[/C][C]-13598.7697056584[/C][/ROW]
[ROW][C]133[/C][C]61857[/C][C]48210.6559763284[/C][C]13646.3440236716[/C][/ROW]
[ROW][C]134[/C][C]99923[/C][C]135768.8616935[/C][C]-35845.8616935[/C][/ROW]
[ROW][C]135[/C][C]132487[/C][C]137621.591138349[/C][C]-5134.59113834947[/C][/ROW]
[ROW][C]136[/C][C]317394[/C][C]324286.614038363[/C][C]-6892.6140383629[/C][/ROW]
[ROW][C]137[/C][C]21054[/C][C]21796.6953016271[/C][C]-742.695301627124[/C][/ROW]
[ROW][C]138[/C][C]209641[/C][C]197593.538196546[/C][C]12047.4618034541[/C][/ROW]
[ROW][C]139[/C][C]22648[/C][C]33910.1118921077[/C][C]-11262.1118921077[/C][/ROW]
[ROW][C]140[/C][C]31414[/C][C]35522.9657791326[/C][C]-4108.96577913265[/C][/ROW]
[ROW][C]141[/C][C]46698[/C][C]65250.5637461765[/C][C]-18552.5637461765[/C][/ROW]
[ROW][C]142[/C][C]131698[/C][C]141878.459924201[/C][C]-10180.4599242012[/C][/ROW]
[ROW][C]143[/C][C]91735[/C][C]77266.853712128[/C][C]14468.1462878721[/C][/ROW]
[ROW][C]144[/C][C]244749[/C][C]277509.529252606[/C][C]-32760.5292526055[/C][/ROW]
[ROW][C]145[/C][C]184510[/C][C]152938.070921762[/C][C]31571.9290782375[/C][/ROW]
[ROW][C]146[/C][C]79863[/C][C]86105.3953338669[/C][C]-6242.39533386684[/C][/ROW]
[ROW][C]147[/C][C]128423[/C][C]103045.817783076[/C][C]25377.182216924[/C][/ROW]
[ROW][C]148[/C][C]97839[/C][C]112765.612803976[/C][C]-14926.6128039756[/C][/ROW]
[ROW][C]149[/C][C]38214[/C][C]54155.9515575675[/C][C]-15941.9515575675[/C][/ROW]
[ROW][C]150[/C][C]151101[/C][C]145952.823925897[/C][C]5148.17607410341[/C][/ROW]
[ROW][C]151[/C][C]272458[/C][C]248368.451231913[/C][C]24089.5487680874[/C][/ROW]
[ROW][C]152[/C][C]172494[/C][C]178620.31718826[/C][C]-6126.31718825962[/C][/ROW]
[ROW][C]153[/C][C]108043[/C][C]113702.07255699[/C][C]-5659.07255699029[/C][/ROW]
[ROW][C]154[/C][C]328107[/C][C]331367.299354546[/C][C]-3260.299354546[/C][/ROW]
[ROW][C]155[/C][C]250579[/C][C]282783.982782782[/C][C]-32204.982782782[/C][/ROW]
[ROW][C]156[/C][C]351067[/C][C]332153.208614774[/C][C]18913.791385226[/C][/ROW]
[ROW][C]157[/C][C]158015[/C][C]156173.893045927[/C][C]1841.10695407262[/C][/ROW]
[ROW][C]158[/C][C]98866[/C][C]87490.0122410511[/C][C]11375.9877589489[/C][/ROW]
[ROW][C]159[/C][C]85439[/C][C]110515.478134519[/C][C]-25076.4781345191[/C][/ROW]
[ROW][C]160[/C][C]229242[/C][C]221145.017762298[/C][C]8096.9822377018[/C][/ROW]
[ROW][C]161[/C][C]351619[/C][C]350750.659553977[/C][C]868.34044602312[/C][/ROW]
[ROW][C]162[/C][C]84207[/C][C]73541.0248114582[/C][C]10665.9751885418[/C][/ROW]
[ROW][C]163[/C][C]120445[/C][C]122792.387687964[/C][C]-2347.38768796411[/C][/ROW]
[ROW][C]164[/C][C]324598[/C][C]303799.415691222[/C][C]20798.5843087776[/C][/ROW]
[ROW][C]165[/C][C]131069[/C][C]144926.754126632[/C][C]-13857.7541266324[/C][/ROW]
[ROW][C]166[/C][C]204271[/C][C]188701.846882183[/C][C]15569.1531178174[/C][/ROW]
[ROW][C]167[/C][C]165543[/C][C]178778.31574919[/C][C]-13235.3157491896[/C][/ROW]
[ROW][C]168[/C][C]141722[/C][C]117920.589346861[/C][C]23801.4106531393[/C][/ROW]
[ROW][C]169[/C][C]116048[/C][C]113825.626945657[/C][C]2222.37305434286[/C][/ROW]
[ROW][C]170[/C][C]250047[/C][C]175920.618951132[/C][C]74126.3810488685[/C][/ROW]
[ROW][C]171[/C][C]299775[/C][C]290155.532556363[/C][C]9619.46744363676[/C][/ROW]
[ROW][C]172[/C][C]195838[/C][C]185054.163823939[/C][C]10783.8361760609[/C][/ROW]
[ROW][C]173[/C][C]173260[/C][C]126414.17571631[/C][C]46845.8242836898[/C][/ROW]
[ROW][C]174[/C][C]254488[/C][C]222091.502541976[/C][C]32396.497458024[/C][/ROW]
[ROW][C]175[/C][C]104389[/C][C]143629.994162523[/C][C]-39240.9941625228[/C][/ROW]
[ROW][C]176[/C][C]136084[/C][C]138905.258999012[/C][C]-2821.25899901245[/C][/ROW]
[ROW][C]177[/C][C]199476[/C][C]223906.285329451[/C][C]-24430.2853294515[/C][/ROW]
[ROW][C]178[/C][C]92499[/C][C]79762.0832405957[/C][C]12736.9167594042[/C][/ROW]
[ROW][C]179[/C][C]224330[/C][C]222673.923714301[/C][C]1656.07628569863[/C][/ROW]
[ROW][C]180[/C][C]135781[/C][C]108446.802947614[/C][C]27334.1970523862[/C][/ROW]
[ROW][C]181[/C][C]74408[/C][C]85466.5201384414[/C][C]-11058.5201384414[/C][/ROW]
[ROW][C]182[/C][C]81240[/C][C]103377.942459695[/C][C]-22137.9424596946[/C][/ROW]
[ROW][C]183[/C][C]14688[/C][C]12310.5353299182[/C][C]2377.46467008184[/C][/ROW]
[ROW][C]184[/C][C]181633[/C][C]167981.227875789[/C][C]13651.772124211[/C][/ROW]
[ROW][C]185[/C][C]271856[/C][C]270882.930703425[/C][C]973.069296574556[/C][/ROW]
[ROW][C]186[/C][C]7199[/C][C]8659.00071437811[/C][C]-1460.00071437811[/C][/ROW]
[ROW][C]187[/C][C]46660[/C][C]51360.4072830372[/C][C]-4700.40728303716[/C][/ROW]
[ROW][C]188[/C][C]17547[/C][C]10046.1906572931[/C][C]7500.80934270688[/C][/ROW]
[ROW][C]189[/C][C]133368[/C][C]136919.016574045[/C][C]-3551.01657404511[/C][/ROW]
[ROW][C]190[/C][C]95227[/C][C]63748.6495830404[/C][C]31478.3504169596[/C][/ROW]
[ROW][C]191[/C][C]152601[/C][C]106022.844582434[/C][C]46578.1554175664[/C][/ROW]
[ROW][C]192[/C][C]98146[/C][C]97677.6488651539[/C][C]468.35113484608[/C][/ROW]
[ROW][C]193[/C][C]79619[/C][C]89102.9658358318[/C][C]-9483.96583583181[/C][/ROW]
[ROW][C]194[/C][C]59194[/C][C]72679.4028058271[/C][C]-13485.4028058271[/C][/ROW]
[ROW][C]195[/C][C]139942[/C][C]160929.09861365[/C][C]-20987.0986136499[/C][/ROW]
[ROW][C]196[/C][C]118612[/C][C]106786.48701925[/C][C]11825.5129807498[/C][/ROW]
[ROW][C]197[/C][C]72880[/C][C]87657.3598458519[/C][C]-14777.3598458518[/C][/ROW]
[ROW][C]198[/C][C]65475[/C][C]62365.9944539487[/C][C]3109.00554605126[/C][/ROW]
[ROW][C]199[/C][C]99643[/C][C]121942.08077975[/C][C]-22299.0807797503[/C][/ROW]
[ROW][C]200[/C][C]71965[/C][C]69168.1317497049[/C][C]2796.86825029514[/C][/ROW]
[ROW][C]201[/C][C]77272[/C][C]71806.6719584286[/C][C]5465.32804157137[/C][/ROW]
[ROW][C]202[/C][C]49289[/C][C]42473.1097806715[/C][C]6815.89021932854[/C][/ROW]
[ROW][C]203[/C][C]135131[/C][C]112499.65179357[/C][C]22631.3482064295[/C][/ROW]
[ROW][C]204[/C][C]108446[/C][C]112612.805773604[/C][C]-4166.80577360375[/C][/ROW]
[ROW][C]205[/C][C]89746[/C][C]112809.582168558[/C][C]-23063.5821685583[/C][/ROW]
[ROW][C]206[/C][C]44296[/C][C]48065.4999890486[/C][C]-3769.49998904857[/C][/ROW]
[ROW][C]207[/C][C]77648[/C][C]72704.8208565408[/C][C]4943.17914345918[/C][/ROW]
[ROW][C]208[/C][C]181528[/C][C]148619.040172813[/C][C]32908.9598271875[/C][/ROW]
[ROW][C]209[/C][C]134019[/C][C]110811.993635788[/C][C]23207.0063642118[/C][/ROW]
[ROW][C]210[/C][C]124064[/C][C]127378.602027905[/C][C]-3314.60202790497[/C][/ROW]
[ROW][C]211[/C][C]92630[/C][C]92346.1452527092[/C][C]283.854747290795[/C][/ROW]
[ROW][C]212[/C][C]121848[/C][C]89116.3451427237[/C][C]32731.6548572763[/C][/ROW]
[ROW][C]213[/C][C]52915[/C][C]52161.0510516363[/C][C]753.948948363691[/C][/ROW]
[ROW][C]214[/C][C]81872[/C][C]84771.9777346394[/C][C]-2899.97773463939[/C][/ROW]
[ROW][C]215[/C][C]58981[/C][C]74390.777299517[/C][C]-15409.777299517[/C][/ROW]
[ROW][C]216[/C][C]53515[/C][C]67554.9060658628[/C][C]-14039.9060658628[/C][/ROW]
[ROW][C]217[/C][C]60812[/C][C]90517.1332723608[/C][C]-29705.1332723608[/C][/ROW]
[ROW][C]218[/C][C]56375[/C][C]63766.4721167013[/C][C]-7391.47211670135[/C][/ROW]
[ROW][C]219[/C][C]65490[/C][C]71745.7399426278[/C][C]-6255.73994262779[/C][/ROW]
[ROW][C]220[/C][C]80949[/C][C]66211.8710427086[/C][C]14737.1289572914[/C][/ROW]
[ROW][C]221[/C][C]76302[/C][C]92392.5277124837[/C][C]-16090.5277124837[/C][/ROW]
[ROW][C]222[/C][C]104011[/C][C]145154.639106136[/C][C]-41143.6391061355[/C][/ROW]
[ROW][C]223[/C][C]98104[/C][C]136846.570810523[/C][C]-38742.5708105227[/C][/ROW]
[ROW][C]224[/C][C]67989[/C][C]71376.8758927719[/C][C]-3387.87589277195[/C][/ROW]
[ROW][C]225[/C][C]30989[/C][C]30276.2401764047[/C][C]712.759823595252[/C][/ROW]
[ROW][C]226[/C][C]135458[/C][C]132451.045046187[/C][C]3006.95495381327[/C][/ROW]
[ROW][C]227[/C][C]73504[/C][C]61353.6792686996[/C][C]12150.3207313004[/C][/ROW]
[ROW][C]228[/C][C]63123[/C][C]80291.5340009904[/C][C]-17168.5340009904[/C][/ROW]
[ROW][C]229[/C][C]61254[/C][C]66241.8028282704[/C][C]-4987.80282827042[/C][/ROW]
[ROW][C]230[/C][C]74914[/C][C]95401.1021599422[/C][C]-20487.1021599422[/C][/ROW]
[ROW][C]231[/C][C]31774[/C][C]41893.3559183981[/C][C]-10119.3559183981[/C][/ROW]
[ROW][C]232[/C][C]81437[/C][C]85460.2715761812[/C][C]-4023.27157618121[/C][/ROW]
[ROW][C]233[/C][C]87186[/C][C]133183.477184265[/C][C]-45997.4771842652[/C][/ROW]
[ROW][C]234[/C][C]50090[/C][C]55892.825166415[/C][C]-5802.825166415[/C][/ROW]
[ROW][C]235[/C][C]65745[/C][C]79838.0493439801[/C][C]-14093.0493439801[/C][/ROW]
[ROW][C]236[/C][C]56653[/C][C]55416.6388270945[/C][C]1236.3611729055[/C][/ROW]
[ROW][C]237[/C][C]158399[/C][C]108438.594925465[/C][C]49960.4050745354[/C][/ROW]
[ROW][C]238[/C][C]46455[/C][C]58398.7460828004[/C][C]-11943.7460828004[/C][/ROW]
[ROW][C]239[/C][C]73624[/C][C]85138.5374050516[/C][C]-11514.5374050516[/C][/ROW]
[ROW][C]240[/C][C]38395[/C][C]51203.9109261817[/C][C]-12808.9109261817[/C][/ROW]
[ROW][C]241[/C][C]91899[/C][C]85767.2603928195[/C][C]6131.73960718052[/C][/ROW]
[ROW][C]242[/C][C]139526[/C][C]133835.471767003[/C][C]5690.5282329971[/C][/ROW]
[ROW][C]243[/C][C]52164[/C][C]59115.936164932[/C][C]-6951.936164932[/C][/ROW]
[ROW][C]244[/C][C]51567[/C][C]53308.3961054262[/C][C]-1741.39610542621[/C][/ROW]
[ROW][C]245[/C][C]70551[/C][C]77548.1317566683[/C][C]-6997.13175666832[/C][/ROW]
[ROW][C]246[/C][C]84856[/C][C]93733.8387853952[/C][C]-8877.83878539521[/C][/ROW]
[ROW][C]247[/C][C]102538[/C][C]117052.40748972[/C][C]-14514.4074897201[/C][/ROW]
[ROW][C]248[/C][C]86678[/C][C]79482.243810774[/C][C]7195.75618922602[/C][/ROW]
[ROW][C]249[/C][C]85709[/C][C]73827.7748912171[/C][C]11881.2251087829[/C][/ROW]
[ROW][C]250[/C][C]34662[/C][C]44090.5605709677[/C][C]-9428.56057096775[/C][/ROW]
[ROW][C]251[/C][C]150580[/C][C]146193.218646554[/C][C]4386.78135344596[/C][/ROW]
[ROW][C]252[/C][C]99611[/C][C]96714.9226160544[/C][C]2896.07738394559[/C][/ROW]
[ROW][C]253[/C][C]19349[/C][C]13719.0966500056[/C][C]5629.90334999443[/C][/ROW]
[ROW][C]254[/C][C]99373[/C][C]94101.3943024594[/C][C]5271.60569754061[/C][/ROW]
[ROW][C]255[/C][C]86230[/C][C]101363.991327961[/C][C]-15133.9913279613[/C][/ROW]
[ROW][C]256[/C][C]30837[/C][C]26362.2606478394[/C][C]4474.73935216061[/C][/ROW]
[ROW][C]257[/C][C]31706[/C][C]39434.3003003959[/C][C]-7728.30030039589[/C][/ROW]
[ROW][C]258[/C][C]89806[/C][C]69576.4846623181[/C][C]20229.5153376819[/C][/ROW]
[ROW][C]259[/C][C]62088[/C][C]51190.3318047145[/C][C]10897.6681952855[/C][/ROW]
[ROW][C]260[/C][C]40151[/C][C]38543.2867972134[/C][C]1607.71320278658[/C][/ROW]
[ROW][C]261[/C][C]27634[/C][C]35649.6266781231[/C][C]-8015.62667812314[/C][/ROW]
[ROW][C]262[/C][C]76990[/C][C]75369.3414612191[/C][C]1620.65853878086[/C][/ROW]
[ROW][C]263[/C][C]37460[/C][C]22012.9600595701[/C][C]15447.0399404299[/C][/ROW]
[ROW][C]264[/C][C]54157[/C][C]52433.2965491316[/C][C]1723.70345086841[/C][/ROW]
[ROW][C]265[/C][C]49862[/C][C]55838.6152974983[/C][C]-5976.61529749832[/C][/ROW]
[ROW][C]266[/C][C]84337[/C][C]80549.4372250641[/C][C]3787.56277493593[/C][/ROW]
[ROW][C]267[/C][C]64175[/C][C]77252.4974032238[/C][C]-13077.4974032238[/C][/ROW]
[ROW][C]268[/C][C]59382[/C][C]59103.5861436377[/C][C]278.413856362269[/C][/ROW]
[ROW][C]269[/C][C]119308[/C][C]85914.8949924295[/C][C]33393.1050075705[/C][/ROW]
[ROW][C]270[/C][C]76702[/C][C]83712.0034009521[/C][C]-7010.00340095211[/C][/ROW]
[ROW][C]271[/C][C]103425[/C][C]103118.013726774[/C][C]306.98627322623[/C][/ROW]
[ROW][C]272[/C][C]70344[/C][C]67747.9250536465[/C][C]2596.07494635353[/C][/ROW]
[ROW][C]273[/C][C]43410[/C][C]37027.4689037918[/C][C]6382.53109620819[/C][/ROW]
[ROW][C]274[/C][C]104838[/C][C]99381.7756115732[/C][C]5456.22438842677[/C][/ROW]
[ROW][C]275[/C][C]62215[/C][C]51962.5147101399[/C][C]10252.4852898601[/C][/ROW]
[ROW][C]276[/C][C]69304[/C][C]68827.6577615713[/C][C]476.342238428647[/C][/ROW]
[ROW][C]277[/C][C]53117[/C][C]32712.9255300096[/C][C]20404.0744699904[/C][/ROW]
[ROW][C]278[/C][C]19764[/C][C]15464.0959959848[/C][C]4299.90400401519[/C][/ROW]
[ROW][C]279[/C][C]86680[/C][C]93263.8814051549[/C][C]-6583.88140515492[/C][/ROW]
[ROW][C]280[/C][C]84105[/C][C]71404.4933961303[/C][C]12700.5066038697[/C][/ROW]
[ROW][C]281[/C][C]77945[/C][C]75065.7474340703[/C][C]2879.25256592972[/C][/ROW]
[ROW][C]282[/C][C]89113[/C][C]58140.980211269[/C][C]30972.019788731[/C][/ROW]
[ROW][C]283[/C][C]91005[/C][C]79239.2593779772[/C][C]11765.7406220228[/C][/ROW]
[ROW][C]284[/C][C]40248[/C][C]28709.720189724[/C][C]11538.279810276[/C][/ROW]
[ROW][C]285[/C][C]64187[/C][C]58931.6516205479[/C][C]5255.34837945209[/C][/ROW]
[ROW][C]286[/C][C]50857[/C][C]42743.0683284166[/C][C]8113.93167158338[/C][/ROW]
[ROW][C]287[/C][C]56613[/C][C]47437.695151629[/C][C]9175.30484837102[/C][/ROW]
[ROW][C]288[/C][C]62792[/C][C]66082.9783867718[/C][C]-3290.97838677182[/C][/ROW]
[ROW][C]289[/C][C]72535[/C][C]81811.60300265[/C][C]-9276.60300264995[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=189987&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=189987&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	210907	189608.345009328	21298.6549906719
2	120982	143163.49817061	-22181.4981706103
3	176508	169148.618629749	7359.3813702512
4	179321	222867.787196281	-43546.7871962807
5	123185	112144.160938947	11040.8390610527
6	52746	68026.2835719099	-15280.2835719099
7	385534	373808.718904973	11725.2810950269
8	33170	28630.619918164	4539.38008183604
9	101645	82333.4399983002	19311.5600016998
10	149061	167610.846756216	-18549.8467562156
11	165446	147757.1336051	17688.8663949005
12	237213	241190.44603317	-3977.44603317
13	173326	168205.017541864	5120.98245813574
14	133131	137392.069645559	-4261.06964555943
15	258873	219115.954515562	39757.0454844381
16	180083	173207.137143202	6875.86285679847
17	324799	366787.292272133	-41988.2922721329
18	230964	206748.435615196	24215.5643848039
19	236785	230684.600240006	6100.39975999422
20	135473	134762.874767546	710.125232453554
21	202925	196089.516729018	6835.48327098244
22	215147	198584.950027241	16562.0499727585
23	344297	258451.498268682	85845.5017313181
24	153935	146348.716925167	7586.28307483286
25	132943	155392.930884105	-22449.9308841053
26	174724	227290.180188182	-52566.1801881819
27	174415	212482.93950013	-38067.9395001299
28	225548	256280.450984083	-30732.4509840831
29	223632	206296.546789678	17335.4532103217
30	124817	129842.37561568	-5025.37561568024
31	221698	269033.702987835	-47335.7029878354
32	210767	219412.613180463	-8645.6131804632
33	170266	175837.944838158	-5571.94483815752
34	260561	256027.906995677	4533.09300432325
35	84853	86353.7787618281	-1500.77876182813
36	294424	291745.605069405	2678.39493059455
37	101011	96540.9206155774	4470.07938442255
38	215641	208983.603360469	6657.39663953146
39	325107	287314.403657035	37792.5963429646
40	7176	8074.44056482022	-898.440564820223
41	167542	157733.525523042	9808.47447695818
42	106408	83642.0514959177	22765.9485040823
43	96560	107417.130218649	-10857.1302186493
44	265769	270186.91170701	-4417.91170700963
45	269651	280878.570225415	-11227.5702254146
46	149112	151525.850365619	-2413.85036561866
47	175824	187884.203115557	-12060.2031155569
48	152871	170870.686001169	-17999.6860011694
49	111665	101097.34134295	10567.65865705
50	116408	168882.463456405	-52474.4634564047
51	362301	325157.549387128	37143.450612872
52	78800	104490.342135747	-25690.3421357468
53	183167	186966.836477121	-3799.8364771212
54	277965	320551.557976692	-42586.5579766918
55	150629	189936.852727784	-39307.8527277837
56	168809	191919.270547128	-23110.2705471281
57	24188	39755.1211521562	-15567.1211521562
58	329267	299251.249723537	30015.7502764633
59	65029	66258.0146620562	-1229.01466205623
60	101097	112606.818937684	-11509.8189376842
61	218946	208974.508969695	9971.49103030473
62	244052	238755.022260335	5296.97773966479
63	341570	330763.632063825	10806.367936175
64	103597	100211.739947353	3385.26005264679
65	233328	264804.003441408	-31476.0034414077
66	256462	273054.043256453	-16592.0432564526
67	206161	158682.230069398	47478.7699306021
68	311473	321268.37262478	-9795.37262477956
69	235800	263954.697776466	-28154.6977764656
70	177939	205856.526695903	-27917.5266959032
71	207176	194544.722476535	12631.2775234647
72	196553	182592.503411825	13960.4965881751
73	174184	164858.036515592	9325.96348440828
74	143246	148732.892327114	-5486.89232711446
75	187559	219808.775500812	-32249.7755008119
76	187681	182015.742899717	5665.25710028265
77	119016	135913.04471131	-16897.0447113098
78	182192	193510.067266788	-11318.067266788
79	73566	90394.832576842	-16828.832576842
80	194979	191528.290685584	3450.70931441571
81	167488	158528.722477655	8959.27752234479
82	143756	154336.762468408	-10580.7624684077
83	275541	207047.45834117	68493.5416588298
84	243199	228136.441738821	15062.558261179
85	182999	184196.218655719	-1197.21865571864
86	135649	141183.609756441	-5534.60975644122
87	152299	151233.305049962	1065.69495003765
88	120221	133097.061128608	-12876.0611286078
89	346485	269687.625121955	76797.374878045
90	145790	166830.144395076	-21040.1443950763
91	193339	154511.578010138	38827.421989862
92	80953	101709.594007975	-20756.5940079755
93	122774	137632.81408174	-14858.8140817405
94	130585	111231.730139589	19353.2698604108
95	112611	102775.526722041	9835.47327795902
96	286468	278638.845057735	7829.15494226518
97	241066	222954.394826733	18111.6051732672
98	148446	199422.515398974	-50976.5153989737
99	204713	186015.234299451	18697.7657005492
100	182079	175281.964220347	6797.03577965279
101	140344	142656.192595492	-2312.19259549207
102	220516	215351.137290297	5164.86270970319
103	243060	210629.199057063	32430.8009429367
104	162765	149896.139235005	12868.8607649948
105	182613	176169.637145887	6443.362854113
106	232138	235283.386545188	-3145.38654518839
107	265318	294197.685886207	-28879.685886207
108	85574	85379.225269009	194.774730990997
109	310839	300619.994377998	10219.005622002
110	225060	199608.40460978	25451.5953902201
111	232317	249055.846235505	-16738.8462355047
112	144966	153855.283905725	-8889.2839057252
113	43287	53380.2839320376	-10093.2839320376
114	155754	151156.147792591	4597.85220740899
115	164709	179952.388345007	-15243.3883450067
116	201940	212305.67453777	-10365.6745377696
117	235454	230150.843781156	5303.15621884362
118	220801	184930.981412038	35870.0185879623
119	99466	161620.776614763	-62154.7766147634
120	92661	100880.68182418	-8219.68182418035
121	133328	131508.762892266	1819.23710773424
122	61361	90130.2913953462	-28769.2913953462
123	125930	154787.747716187	-28857.7477161869
124	100750	139965.726155311	-39215.7261553113
125	224549	199355.12727791	25193.8727220896
126	82316	73302.8879784523	9013.11202154775
127	102010	95733.8949171776	6276.10508282236
128	101523	99040.9645478477	2482.03545215228
129	243511	195469.972330427	48041.027669573
130	22938	20684.880565955	2253.11943404503
131	41566	41181.2886777993	384.711322200707
132	152474	166072.769705658	-13598.7697056584
133	61857	48210.6559763284	13646.3440236716
134	99923	135768.8616935	-35845.8616935
135	132487	137621.591138349	-5134.59113834947
136	317394	324286.614038363	-6892.6140383629
137	21054	21796.6953016271	-742.695301627124
138	209641	197593.538196546	12047.4618034541
139	22648	33910.1118921077	-11262.1118921077
140	31414	35522.9657791326	-4108.96577913265
141	46698	65250.5637461765	-18552.5637461765
142	131698	141878.459924201	-10180.4599242012
143	91735	77266.853712128	14468.1462878721
144	244749	277509.529252606	-32760.5292526055
145	184510	152938.070921762	31571.9290782375
146	79863	86105.3953338669	-6242.39533386684
147	128423	103045.817783076	25377.182216924
148	97839	112765.612803976	-14926.6128039756
149	38214	54155.9515575675	-15941.9515575675
150	151101	145952.823925897	5148.17607410341
151	272458	248368.451231913	24089.5487680874
152	172494	178620.31718826	-6126.31718825962
153	108043	113702.07255699	-5659.07255699029
154	328107	331367.299354546	-3260.299354546
155	250579	282783.982782782	-32204.982782782
156	351067	332153.208614774	18913.791385226
157	158015	156173.893045927	1841.10695407262
158	98866	87490.0122410511	11375.9877589489
159	85439	110515.478134519	-25076.4781345191
160	229242	221145.017762298	8096.9822377018
161	351619	350750.659553977	868.34044602312
162	84207	73541.0248114582	10665.9751885418
163	120445	122792.387687964	-2347.38768796411
164	324598	303799.415691222	20798.5843087776
165	131069	144926.754126632	-13857.7541266324
166	204271	188701.846882183	15569.1531178174
167	165543	178778.31574919	-13235.3157491896
168	141722	117920.589346861	23801.4106531393
169	116048	113825.626945657	2222.37305434286
170	250047	175920.618951132	74126.3810488685
171	299775	290155.532556363	9619.46744363676
172	195838	185054.163823939	10783.8361760609
173	173260	126414.17571631	46845.8242836898
174	254488	222091.502541976	32396.497458024
175	104389	143629.994162523	-39240.9941625228
176	136084	138905.258999012	-2821.25899901245
177	199476	223906.285329451	-24430.2853294515
178	92499	79762.0832405957	12736.9167594042
179	224330	222673.923714301	1656.07628569863
180	135781	108446.802947614	27334.1970523862
181	74408	85466.5201384414	-11058.5201384414
182	81240	103377.942459695	-22137.9424596946
183	14688	12310.5353299182	2377.46467008184
184	181633	167981.227875789	13651.772124211
185	271856	270882.930703425	973.069296574556
186	7199	8659.00071437811	-1460.00071437811
187	46660	51360.4072830372	-4700.40728303716
188	17547	10046.1906572931	7500.80934270688
189	133368	136919.016574045	-3551.01657404511
190	95227	63748.6495830404	31478.3504169596
191	152601	106022.844582434	46578.1554175664
192	98146	97677.6488651539	468.35113484608
193	79619	89102.9658358318	-9483.96583583181
194	59194	72679.4028058271	-13485.4028058271
195	139942	160929.09861365	-20987.0986136499
196	118612	106786.48701925	11825.5129807498
197	72880	87657.3598458519	-14777.3598458518
198	65475	62365.9944539487	3109.00554605126
199	99643	121942.08077975	-22299.0807797503
200	71965	69168.1317497049	2796.86825029514
201	77272	71806.6719584286	5465.32804157137
202	49289	42473.1097806715	6815.89021932854
203	135131	112499.65179357	22631.3482064295
204	108446	112612.805773604	-4166.80577360375
205	89746	112809.582168558	-23063.5821685583
206	44296	48065.4999890486	-3769.49998904857
207	77648	72704.8208565408	4943.17914345918
208	181528	148619.040172813	32908.9598271875
209	134019	110811.993635788	23207.0063642118
210	124064	127378.602027905	-3314.60202790497
211	92630	92346.1452527092	283.854747290795
212	121848	89116.3451427237	32731.6548572763
213	52915	52161.0510516363	753.948948363691
214	81872	84771.9777346394	-2899.97773463939
215	58981	74390.777299517	-15409.777299517
216	53515	67554.9060658628	-14039.9060658628
217	60812	90517.1332723608	-29705.1332723608
218	56375	63766.4721167013	-7391.47211670135
219	65490	71745.7399426278	-6255.73994262779
220	80949	66211.8710427086	14737.1289572914
221	76302	92392.5277124837	-16090.5277124837
222	104011	145154.639106136	-41143.6391061355
223	98104	136846.570810523	-38742.5708105227
224	67989	71376.8758927719	-3387.87589277195
225	30989	30276.2401764047	712.759823595252
226	135458	132451.045046187	3006.95495381327
227	73504	61353.6792686996	12150.3207313004
228	63123	80291.5340009904	-17168.5340009904
229	61254	66241.8028282704	-4987.80282827042
230	74914	95401.1021599422	-20487.1021599422
231	31774	41893.3559183981	-10119.3559183981
232	81437	85460.2715761812	-4023.27157618121
233	87186	133183.477184265	-45997.4771842652
234	50090	55892.825166415	-5802.825166415
235	65745	79838.0493439801	-14093.0493439801
236	56653	55416.6388270945	1236.3611729055
237	158399	108438.594925465	49960.4050745354
238	46455	58398.7460828004	-11943.7460828004
239	73624	85138.5374050516	-11514.5374050516
240	38395	51203.9109261817	-12808.9109261817
241	91899	85767.2603928195	6131.73960718052
242	139526	133835.471767003	5690.5282329971
243	52164	59115.936164932	-6951.936164932
244	51567	53308.3961054262	-1741.39610542621
245	70551	77548.1317566683	-6997.13175666832
246	84856	93733.8387853952	-8877.83878539521
247	102538	117052.40748972	-14514.4074897201
248	86678	79482.243810774	7195.75618922602
249	85709	73827.7748912171	11881.2251087829
250	34662	44090.5605709677	-9428.56057096775
251	150580	146193.218646554	4386.78135344596
252	99611	96714.9226160544	2896.07738394559
253	19349	13719.0966500056	5629.90334999443
254	99373	94101.3943024594	5271.60569754061
255	86230	101363.991327961	-15133.9913279613
256	30837	26362.2606478394	4474.73935216061
257	31706	39434.3003003959	-7728.30030039589
258	89806	69576.4846623181	20229.5153376819
259	62088	51190.3318047145	10897.6681952855
260	40151	38543.2867972134	1607.71320278658
261	27634	35649.6266781231	-8015.62667812314
262	76990	75369.3414612191	1620.65853878086
263	37460	22012.9600595701	15447.0399404299
264	54157	52433.2965491316	1723.70345086841
265	49862	55838.6152974983	-5976.61529749832
266	84337	80549.4372250641	3787.56277493593
267	64175	77252.4974032238	-13077.4974032238
268	59382	59103.5861436377	278.413856362269
269	119308	85914.8949924295	33393.1050075705
270	76702	83712.0034009521	-7010.00340095211
271	103425	103118.013726774	306.98627322623
272	70344	67747.9250536465	2596.07494635353
273	43410	37027.4689037918	6382.53109620819
274	104838	99381.7756115732	5456.22438842677
275	62215	51962.5147101399	10252.4852898601
276	69304	68827.6577615713	476.342238428647
277	53117	32712.9255300096	20404.0744699904
278	19764	15464.0959959848	4299.90400401519
279	86680	93263.8814051549	-6583.88140515492
280	84105	71404.4933961303	12700.5066038697
281	77945	75065.7474340703	2879.25256592972
282	89113	58140.980211269	30972.019788731
283	91005	79239.2593779772	11765.7406220228
284	40248	28709.720189724	11538.279810276
285	64187	58931.6516205479	5255.34837945209
286	50857	42743.0683284166	8113.93167158338
287	56613	47437.695151629	9175.30484837102
288	62792	66082.9783867718	-3290.97838677182
289	72535	81811.60300265	-9276.60300264995

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
17	0.766783889781715	0.466432220436571	0.233216110218285
18	0.634909156393679	0.730181687212642	0.365090843606321
19	0.589281269684292	0.821437460631417	0.410718730315709
20	0.488957710236465	0.97791542047293	0.511042289763535
21	0.483991284677207	0.967982569354414	0.516008715322793
22	0.578698178420804	0.842603643158393	0.421301821579196
23	0.895767988919088	0.208464022161823	0.104232011080912
24	0.851666712412531	0.296666575174937	0.148333287587469
25	0.922017532413874	0.155964935172252	0.0779824675861262
26	0.950913883090831	0.0981722338183376	0.0490861169091688
27	0.948532170195878	0.102935659608243	0.0514678298041215
28	0.948989911179095	0.102020177641811	0.0510100888209054
29	0.94066493437931	0.118670131241381	0.0593350656206904
30	0.924543049771266	0.150913900457468	0.0754569502287342
31	0.979379873447023	0.041240253105953	0.0206201265529765
32	0.970513883601525	0.058972232796949	0.0294861163984745
33	0.958311544059762	0.0833769118804755	0.0416884559402378
34	0.942297390823889	0.115405218352221	0.0577026091761107
35	0.92312543096116	0.15374913807768	0.07687456903884
36	0.905520145313716	0.188959709372568	0.0944798546862839
37	0.878404233021092	0.243191533957817	0.121595766978908
38	0.846425239152427	0.307149521695147	0.153574760847573
39	0.930580793140628	0.138838413718743	0.0694192068593717
40	0.942482562586837	0.115034874826326	0.0575174374131629
41	0.92800815353761	0.14398369292478	0.0719918464623898
42	0.911227240161808	0.177545519676384	0.088772759838192
43	0.890937593395698	0.218124813208605	0.109062406604302
44	0.867707041402474	0.264585917195053	0.132292958597526
45	0.883212746132737	0.233574507734526	0.116787253867263
46	0.855579103133262	0.288841793733475	0.144420896866738
47	0.843132524668418	0.313734950663164	0.156867475331582
48	0.817519990486685	0.364960019026631	0.182480009513315
49	0.798319915220249	0.403360169559501	0.201680084779751
50	0.919307098574929	0.161385802850142	0.080692901425071
51	0.986199331382967	0.0276013372340665	0.0138006686170332
52	0.987014245860035	0.0259715082799292	0.0129857541399646
53	0.983593572255298	0.0328128554894034	0.0164064277447017
54	0.993140602188652	0.0137187956226963	0.00685939781134813
55	0.996814687089055	0.00637062582189095	0.00318531291094548
56	0.997114307174928	0.00577138565014351	0.00288569282507176
57	0.996845057331904	0.00630988533619127	0.00315494266809564
58	0.997089228710767	0.00582154257846554	0.00291077128923277
59	0.995969533411138	0.0080609331777247	0.00403046658886235
60	0.995174561991355	0.00965087601729097	0.00482543800864549
61	0.993881088605771	0.0122378227884576	0.00611891139422882
62	0.992258698654231	0.0154826026915373	0.00774130134576864
63	0.990295769477165	0.0194084610456706	0.00970423052283532
64	0.987181786090474	0.0256364278190511	0.0128182139095255
65	0.994704484249943	0.0105910315001144	0.00529551575005722
66	0.993781579182067	0.0124368416358654	0.0062184208179327
67	0.998180045138035	0.00363990972392892	0.00181995486196446
68	0.997683800537116	0.00463239892576789	0.00231619946288394
69	0.997626981857174	0.00474603628565143	0.00237301814282572
70	0.997809832315571	0.00438033536885722	0.00219016768442861
71	0.997264042856542	0.00547191428691595	0.00273595714345797
72	0.996616012306142	0.00676797538771644	0.00338398769385822
73	0.995744434198333	0.0085111316033345	0.00425556580166725
74	0.994334010346932	0.011331979306135	0.00566598965306751
75	0.996009293592919	0.00798141281416115	0.00399070640708058
76	0.995074790474249	0.00985041905150152	0.00492520952575076
77	0.994112988687617	0.0117740226247661	0.00588701131238307
78	0.993049181687418	0.0139016366251649	0.00695081831258245
79	0.992528885806516	0.0149422283869685	0.00747111419348424
80	0.990262648698324	0.0194747026033509	0.00973735130167547
81	0.988692925117387	0.0226141497652252	0.0113070748826126
82	0.985801465774686	0.0283970684506271	0.0141985342253135
83	0.99896091972371	0.00207816055258053	0.00103908027629027
84	0.998734004645545	0.00253199070890974	0.00126599535445487
85	0.998279956305309	0.00344008738938305	0.00172004369469153
86	0.997703978013937	0.00459204397212673	0.00229602198606337
87	0.996976907231822	0.00604618553635647	0.00302309276817824
88	0.996403939633911	0.00719212073217694	0.00359606036608847
89	0.9999183370314	0.000163325937200912	8.16629686004559e-05
90	0.99992983278096	0.000140334438080884	7.01672190404422e-05
91	0.999963009744838	7.39805103244827e-05	3.69902551622413e-05
92	0.999963157570869	7.36848582614333e-05	3.68424291307167e-05
93	0.99995120018921	9.75996215789697e-05	4.87998107894849e-05
94	0.999946757521423	0.000106484957154334	5.32424785771671e-05
95	0.9999269390894	0.000146121821200232	7.30609106001158e-05
96	0.999910769662859	0.00017846067428154	8.92303371407699e-05
97	0.999888890997221	0.000222218005557967	0.000111109002778983
98	0.999978211809812	4.35763803751156e-05	2.17881901875578e-05
99	0.999973399035294	5.32019294113626e-05	2.66009647056813e-05
100	0.999964240376469	7.15192470628207e-05	3.57596235314103e-05
101	0.999948158287091	0.000103683425818006	5.1841712909003e-05
102	0.999926090255578	0.000147819488843998	7.39097444219988e-05
103	0.999960224346854	7.95513062908976e-05	3.97756531454488e-05
104	0.9999500940034	9.98119932004906e-05	4.99059966002453e-05
105	0.999929177147365	0.00014164570527064	7.08228526353198e-05
106	0.999905877768261	0.000188244463478808	9.41222317394038e-05
107	0.999945959084039	0.000108081831921596	5.40409159607982e-05
108	0.999922423999073	0.000155152001854801	7.75760009274006e-05
109	0.999900536688743	0.000198926622514229	9.94633112571146e-05
110	0.999902121655139	0.000195756689722785	9.78783448613924e-05
111	0.999893963791087	0.00021207241782535	0.000106036208912675
112	0.999861741374646	0.000276517250707181	0.000138258625353591
113	0.999820051915907	0.000359896168185856	0.000179948084092928
114	0.999750320124592	0.000499359750816215	0.000249679875408108
115	0.999719062030753	0.000561875938494313	0.000280937969247157
116	0.999644932366245	0.000710135267511013	0.000355067633755506
117	0.999513539763832	0.000972920472336874	0.000486460236168437
118	0.999759709229054	0.000480581541892261	0.000240290770946131
119	0.999972236939849	5.55261203019355e-05	2.77630601509678e-05
120	0.999964056341961	7.18873160778071e-05	3.59436580389035e-05
121	0.999948319141854	0.000103361716291235	5.16808581456176e-05
122	0.99997041374007	5.91725198598479e-05	2.95862599299239e-05
123	0.999972955520765	5.40889584695372e-05	2.70444792347686e-05
124	0.999986103280719	2.77934385611361e-05	1.3896719280568e-05
125	0.999986478241788	2.70435164245232e-05	1.35217582122616e-05
126	0.999981438679169	3.71226416610301e-05	1.8561320830515e-05
127	0.999973947324529	5.21053509416965e-05	2.60526754708482e-05
128	0.99996329996478	7.34000704401846e-05	3.67000352200923e-05
129	0.999990995011158	1.80099776839072e-05	9.00498884195358e-06
130	0.999986810189177	2.63796216464776e-05	1.31898108232388e-05
131	0.999980780293125	3.84394137507545e-05	1.92197068753772e-05
132	0.999976844884925	4.63102301509384e-05	2.31551150754692e-05
133	0.999969336151068	6.13276978635771e-05	3.06638489317886e-05
134	0.999982490065825	3.50198683505088e-05	1.75099341752544e-05
135	0.999976600122132	4.6799755736844e-05	2.3399877868422e-05
136	0.999969179566921	6.16408661584514e-05	3.08204330792257e-05
137	0.999955735155849	8.85296883025555e-05	4.42648441512778e-05
138	0.999942189290736	0.00011562141852789	5.7810709263945e-05
139	0.99993344038957	0.00013311922085966	6.655961042983e-05
140	0.999908830793046	0.000182338413907985	9.11692069539926e-05
141	0.999900832613105	0.000198334773790007	9.91673868950037e-05
142	0.99986631136377	0.000267377272460734	0.000133688636230367
143	0.99986104498224	0.000277910035519829	0.000138955017759915
144	0.999923484861232	0.000153030277535681	7.65151387678407e-05
145	0.999949893943255	0.000100212113489676	5.01060567448379e-05
146	0.999932726372116	0.000134547255767296	6.72736278836479e-05
147	0.999954211468911	9.15770621785644e-05	4.57885310892822e-05
148	0.99994950702245	0.000100985955100711	5.04929775503553e-05
149	0.999945193252457	0.000109613495086883	5.48067475434415e-05
150	0.99992486314493	0.000150273710139648	7.51368550698238e-05
151	0.999937435131255	0.000125129737489738	6.25648687448692e-05
152	0.999915583502442	0.000168832995116783	8.44164975583913e-05
153	0.999890177329403	0.000219645341193882	0.000109822670596941
154	0.999850363096977	0.000299273806045297	0.000149636903022648
155	0.999920503483859	0.00015899303228259	7.94965161412948e-05
156	0.999903340699262	0.000193318601475203	9.66593007376014e-05
157	0.999863527853707	0.000272944292585414	0.000136472146292707
158	0.999870715666349	0.000258568667301306	0.000129284333650653
159	0.999905354667631	0.000189290664738532	9.46453323692658e-05
160	0.999879296222203	0.000241407555593969	0.000120703777796984
161	0.999834841136815	0.000330317726369643	0.000165158863184821
162	0.999813401797663	0.000373196404673788	0.000186598202336894
163	0.999811818425428	0.000376363149144185	0.000188181574572092
164	0.999804041097742	0.000391917804515077	0.000195958902257538
165	0.999799156204326	0.000401687591348894	0.000200843795674447
166	0.999794789732206	0.0004104205355874	0.0002052102677937
167	0.999735213067976	0.000529573864047913	0.000264786932023956
168	0.999723308111642	0.000553383776716216	0.000276691888358108
169	0.999641253806868	0.000717492386264563	0.000358746193132281
170	0.999991559879969	1.68802400619539e-05	8.44012003097695e-06
171	0.999988421427872	2.31571442556033e-05	1.15785721278016e-05
172	0.999987600696934	2.47986061324069e-05	1.23993030662035e-05
173	0.999997075843272	5.84831345575322e-06	2.92415672787661e-06
174	0.999999476393735	1.04721253082838e-06	5.23606265414192e-07
175	0.999999606493506	7.87012988568139e-07	3.93506494284069e-07
176	0.999999411821843	1.17635631389575e-06	5.88178156947873e-07
177	0.999999363283778	1.27343244329131e-06	6.36716221645655e-07
178	0.999999232720783	1.53455843422112e-06	7.67279217110561e-07
179	0.999998841443397	2.31711320514419e-06	1.15855660257209e-06
180	0.999999095354816	1.80929036865321e-06	9.04645184326607e-07
181	0.999998680507847	2.63898430637354e-06	1.31949215318677e-06
182	0.999999217497027	1.56500594575389e-06	7.82502972876947e-07
183	0.99999874393272	2.51213455990824e-06	1.25606727995412e-06
184	0.99999864798754	2.70402492013471e-06	1.35201246006736e-06
185	0.999998400847561	3.19830487823613e-06	1.59915243911806e-06
186	0.999997625881816	4.74823636783121e-06	2.37411818391561e-06
187	0.99999684284466	6.31431068056106e-06	3.15715534028053e-06
188	0.999995103143567	9.79371286563292e-06	4.89685643281646e-06
189	0.999993066910358	1.38661792838916e-05	6.93308964194578e-06
190	0.999994716372909	1.05672541820914e-05	5.28362709104571e-06
191	0.999999867199019	2.65601961037097e-07	1.32800980518548e-07
192	0.999999773574133	4.52851733271738e-07	2.26425866635869e-07
193	0.999999626401565	7.47196869006189e-07	3.73598434503094e-07
194	0.999999408880682	1.18223863693675e-06	5.91119318468377e-07
195	0.999999382429357	1.23514128524528e-06	6.17570642622642e-07
196	0.99999941669033	1.1666193394981e-06	5.83309669749048e-07
197	0.999999282099289	1.43580142108338e-06	7.17900710541692e-07
198	0.999998881324441	2.23735111743572e-06	1.11867555871786e-06
199	0.999998924823567	2.15035286594949e-06	1.07517643297474e-06
200	0.999998433475644	3.13304871191637e-06	1.56652435595819e-06
201	0.999997790767314	4.41846537190764e-06	2.20923268595382e-06
202	0.999996486888495	7.02622301047123e-06	3.51311150523562e-06
203	0.999996161745181	7.67650963876113e-06	3.83825481938057e-06
204	0.999993723301478	1.25533970432676e-05	6.27669852163379e-06
205	0.999990903287715	1.81934245707018e-05	9.09671228535092e-06
206	0.999985780267325	2.8439465350664e-05	1.4219732675332e-05
207	0.999977831117692	4.43377646150028e-05	2.21688823075014e-05
208	0.99999496791909	1.00641618192196e-05	5.03208090960978e-06
209	0.99999715632387	5.6873522599566e-06	2.8436761299783e-06
210	0.999995244210205	9.51157959059984e-06	4.75578979529992e-06
211	0.999992822390335	1.4355219330748e-05	7.17760966537399e-06
212	0.999997803194905	4.39361019048612e-06	2.19680509524306e-06
213	0.999996340086484	7.31982703189457e-06	3.65991351594729e-06
214	0.999993936925529	1.21261489423799e-05	6.06307447118995e-06
215	0.999990270174064	1.9459651871777e-05	9.7298259358885e-06
216	0.999985837869602	2.83242607965649e-05	1.41621303982824e-05
217	0.999993901882849	1.21962343028074e-05	6.09811715140368e-06
218	0.999989713217453	2.05735650946547e-05	1.02867825473273e-05
219	0.999983401706362	3.31965872763401e-05	1.659829363817e-05
220	0.999975856532084	4.82869358328097e-05	2.41434679164048e-05
221	0.999970352416966	5.92951660690538e-05	2.96475830345269e-05
222	0.999992474027561	1.50519448776407e-05	7.52597243882037e-06
223	0.999993887537053	1.22249258943294e-05	6.11246294716469e-06
224	0.999989458041041	2.10839179182084e-05	1.05419589591042e-05
225	0.999981793351148	3.64132977035325e-05	1.82066488517663e-05
226	0.999973862376329	5.22752473417686e-05	2.61376236708843e-05
227	0.99996315064948	7.36987010402022e-05	3.68493505201011e-05
228	0.999956948928127	8.61021437451279e-05	4.30510718725639e-05
229	0.999927513889246	0.00014497222150839	7.24861107541948e-05
230	0.999956879963376	8.62400732475749e-05	4.31200366237874e-05
231	0.999958348595378	8.33028092435449e-05	4.16514046217724e-05
232	0.999928261329605	0.00014347734078955	7.17386703947748e-05
233	0.999999677190473	6.45619054370868e-07	3.22809527185434e-07
234	0.99999937225832	1.25548336008262e-06	6.27741680041312e-07
235	0.999998754331175	2.49133764978124e-06	1.24566882489062e-06
236	0.999997559044588	4.88191082485698e-06	2.44095541242849e-06
237	0.999999993324166	1.33516676799875e-08	6.67583383999377e-09
238	0.999999984107603	3.17847930239303e-08	1.58923965119652e-08
239	0.999999964833902	7.03321964939287e-08	3.51660982469643e-08
240	0.999999938480697	1.23038606619824e-07	6.1519303309912e-08
241	0.999999866670062	2.66659875586912e-07	1.33329937793456e-07
242	0.999999786124667	4.27750665154258e-07	2.13875332577129e-07
243	0.999999581666674	8.3666665286282e-07	4.1833332643141e-07
244	0.999999095653313	1.80869337419069e-06	9.04346687095346e-07
245	0.999998679107147	2.6417857056795e-06	1.32089285283975e-06
246	0.999997483235704	5.0335285924052e-06	2.5167642962026e-06
247	0.999997731313024	4.53737395161886e-06	2.26868697580943e-06
248	0.999995889639263	8.22072147394009e-06	4.11036073697005e-06
249	0.999992573707552	1.48525848950474e-05	7.42629244752372e-06
250	0.999990806375603	1.83872487948598e-05	9.19362439742992e-06
251	0.999984535905295	3.09281894107658e-05	1.54640947053829e-05
252	0.999974982683592	5.00346328165593e-05	2.50173164082796e-05
253	0.999944572231681	0.000110855536637204	5.54277683186018e-05
254	0.999881920990803	0.000236158018394585	0.000118079009197293
255	0.999890653411204	0.000218693177592734	0.000109346588796367
256	0.999760017576797	0.000479964846405075	0.000239982423202537
257	0.999681456383606	0.00063708723278845	0.000318543616394225
258	0.999787417767744	0.000425164464512882	0.000212582232256441
259	0.999543083805205	0.000913832389589939	0.00045691619479497
260	0.999177169810052	0.00164566037989521	0.000822830189947604
261	0.998762828491088	0.00247434301782487	0.00123717150891243
262	0.997308957268085	0.00538208546382933	0.00269104273191466
263	0.996574260391195	0.0068514792176098	0.0034257396088049
264	0.997067230499267	0.00586553900146497	0.00293276950073249
265	0.995479215535586	0.00904156892882702	0.00452078446441351
266	0.990657392317595	0.0186852153648105	0.00934260768240527
267	0.982213370593203	0.0355732588135949	0.0177866294067974
268	0.968663148834488	0.0626737023310238	0.0313368511655119
269	0.999939221112143	0.000121557775714382	6.07788878571909e-05
270	0.999954842821641	9.0314356718228e-05	4.5157178359114e-05
271	0.99961480774144	0.000770384517120328	0.000385192258560164
272	0.998181995011969	0.00363600997606133	0.00181800498803067

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
17 & 0.766783889781715 & 0.466432220436571 & 0.233216110218285 \tabularnewline
18 & 0.634909156393679 & 0.730181687212642 & 0.365090843606321 \tabularnewline
19 & 0.589281269684292 & 0.821437460631417 & 0.410718730315709 \tabularnewline
20 & 0.488957710236465 & 0.97791542047293 & 0.511042289763535 \tabularnewline
21 & 0.483991284677207 & 0.967982569354414 & 0.516008715322793 \tabularnewline
22 & 0.578698178420804 & 0.842603643158393 & 0.421301821579196 \tabularnewline
23 & 0.895767988919088 & 0.208464022161823 & 0.104232011080912 \tabularnewline
24 & 0.851666712412531 & 0.296666575174937 & 0.148333287587469 \tabularnewline
25 & 0.922017532413874 & 0.155964935172252 & 0.0779824675861262 \tabularnewline
26 & 0.950913883090831 & 0.0981722338183376 & 0.0490861169091688 \tabularnewline
27 & 0.948532170195878 & 0.102935659608243 & 0.0514678298041215 \tabularnewline
28 & 0.948989911179095 & 0.102020177641811 & 0.0510100888209054 \tabularnewline
29 & 0.94066493437931 & 0.118670131241381 & 0.0593350656206904 \tabularnewline
30 & 0.924543049771266 & 0.150913900457468 & 0.0754569502287342 \tabularnewline
31 & 0.979379873447023 & 0.041240253105953 & 0.0206201265529765 \tabularnewline
32 & 0.970513883601525 & 0.058972232796949 & 0.0294861163984745 \tabularnewline
33 & 0.958311544059762 & 0.0833769118804755 & 0.0416884559402378 \tabularnewline
34 & 0.942297390823889 & 0.115405218352221 & 0.0577026091761107 \tabularnewline
35 & 0.92312543096116 & 0.15374913807768 & 0.07687456903884 \tabularnewline
36 & 0.905520145313716 & 0.188959709372568 & 0.0944798546862839 \tabularnewline
37 & 0.878404233021092 & 0.243191533957817 & 0.121595766978908 \tabularnewline
38 & 0.846425239152427 & 0.307149521695147 & 0.153574760847573 \tabularnewline
39 & 0.930580793140628 & 0.138838413718743 & 0.0694192068593717 \tabularnewline
40 & 0.942482562586837 & 0.115034874826326 & 0.0575174374131629 \tabularnewline
41 & 0.92800815353761 & 0.14398369292478 & 0.0719918464623898 \tabularnewline
42 & 0.911227240161808 & 0.177545519676384 & 0.088772759838192 \tabularnewline
43 & 0.890937593395698 & 0.218124813208605 & 0.109062406604302 \tabularnewline
44 & 0.867707041402474 & 0.264585917195053 & 0.132292958597526 \tabularnewline
45 & 0.883212746132737 & 0.233574507734526 & 0.116787253867263 \tabularnewline
46 & 0.855579103133262 & 0.288841793733475 & 0.144420896866738 \tabularnewline
47 & 0.843132524668418 & 0.313734950663164 & 0.156867475331582 \tabularnewline
48 & 0.817519990486685 & 0.364960019026631 & 0.182480009513315 \tabularnewline
49 & 0.798319915220249 & 0.403360169559501 & 0.201680084779751 \tabularnewline
50 & 0.919307098574929 & 0.161385802850142 & 0.080692901425071 \tabularnewline
51 & 0.986199331382967 & 0.0276013372340665 & 0.0138006686170332 \tabularnewline
52 & 0.987014245860035 & 0.0259715082799292 & 0.0129857541399646 \tabularnewline
53 & 0.983593572255298 & 0.0328128554894034 & 0.0164064277447017 \tabularnewline
54 & 0.993140602188652 & 0.0137187956226963 & 0.00685939781134813 \tabularnewline
55 & 0.996814687089055 & 0.00637062582189095 & 0.00318531291094548 \tabularnewline
56 & 0.997114307174928 & 0.00577138565014351 & 0.00288569282507176 \tabularnewline
57 & 0.996845057331904 & 0.00630988533619127 & 0.00315494266809564 \tabularnewline
58 & 0.997089228710767 & 0.00582154257846554 & 0.00291077128923277 \tabularnewline
59 & 0.995969533411138 & 0.0080609331777247 & 0.00403046658886235 \tabularnewline
60 & 0.995174561991355 & 0.00965087601729097 & 0.00482543800864549 \tabularnewline
61 & 0.993881088605771 & 0.0122378227884576 & 0.00611891139422882 \tabularnewline
62 & 0.992258698654231 & 0.0154826026915373 & 0.00774130134576864 \tabularnewline
63 & 0.990295769477165 & 0.0194084610456706 & 0.00970423052283532 \tabularnewline
64 & 0.987181786090474 & 0.0256364278190511 & 0.0128182139095255 \tabularnewline
65 & 0.994704484249943 & 0.0105910315001144 & 0.00529551575005722 \tabularnewline
66 & 0.993781579182067 & 0.0124368416358654 & 0.0062184208179327 \tabularnewline
67 & 0.998180045138035 & 0.00363990972392892 & 0.00181995486196446 \tabularnewline
68 & 0.997683800537116 & 0.00463239892576789 & 0.00231619946288394 \tabularnewline
69 & 0.997626981857174 & 0.00474603628565143 & 0.00237301814282572 \tabularnewline
70 & 0.997809832315571 & 0.00438033536885722 & 0.00219016768442861 \tabularnewline
71 & 0.997264042856542 & 0.00547191428691595 & 0.00273595714345797 \tabularnewline
72 & 0.996616012306142 & 0.00676797538771644 & 0.00338398769385822 \tabularnewline
73 & 0.995744434198333 & 0.0085111316033345 & 0.00425556580166725 \tabularnewline
74 & 0.994334010346932 & 0.011331979306135 & 0.00566598965306751 \tabularnewline
75 & 0.996009293592919 & 0.00798141281416115 & 0.00399070640708058 \tabularnewline
76 & 0.995074790474249 & 0.00985041905150152 & 0.00492520952575076 \tabularnewline
77 & 0.994112988687617 & 0.0117740226247661 & 0.00588701131238307 \tabularnewline
78 & 0.993049181687418 & 0.0139016366251649 & 0.00695081831258245 \tabularnewline
79 & 0.992528885806516 & 0.0149422283869685 & 0.00747111419348424 \tabularnewline
80 & 0.990262648698324 & 0.0194747026033509 & 0.00973735130167547 \tabularnewline
81 & 0.988692925117387 & 0.0226141497652252 & 0.0113070748826126 \tabularnewline
82 & 0.985801465774686 & 0.0283970684506271 & 0.0141985342253135 \tabularnewline
83 & 0.99896091972371 & 0.00207816055258053 & 0.00103908027629027 \tabularnewline
84 & 0.998734004645545 & 0.00253199070890974 & 0.00126599535445487 \tabularnewline
85 & 0.998279956305309 & 0.00344008738938305 & 0.00172004369469153 \tabularnewline
86 & 0.997703978013937 & 0.00459204397212673 & 0.00229602198606337 \tabularnewline
87 & 0.996976907231822 & 0.00604618553635647 & 0.00302309276817824 \tabularnewline
88 & 0.996403939633911 & 0.00719212073217694 & 0.00359606036608847 \tabularnewline
89 & 0.9999183370314 & 0.000163325937200912 & 8.16629686004559e-05 \tabularnewline
90 & 0.99992983278096 & 0.000140334438080884 & 7.01672190404422e-05 \tabularnewline
91 & 0.999963009744838 & 7.39805103244827e-05 & 3.69902551622413e-05 \tabularnewline
92 & 0.999963157570869 & 7.36848582614333e-05 & 3.68424291307167e-05 \tabularnewline
93 & 0.99995120018921 & 9.75996215789697e-05 & 4.87998107894849e-05 \tabularnewline
94 & 0.999946757521423 & 0.000106484957154334 & 5.32424785771671e-05 \tabularnewline
95 & 0.9999269390894 & 0.000146121821200232 & 7.30609106001158e-05 \tabularnewline
96 & 0.999910769662859 & 0.00017846067428154 & 8.92303371407699e-05 \tabularnewline
97 & 0.999888890997221 & 0.000222218005557967 & 0.000111109002778983 \tabularnewline
98 & 0.999978211809812 & 4.35763803751156e-05 & 2.17881901875578e-05 \tabularnewline
99 & 0.999973399035294 & 5.32019294113626e-05 & 2.66009647056813e-05 \tabularnewline
100 & 0.999964240376469 & 7.15192470628207e-05 & 3.57596235314103e-05 \tabularnewline
101 & 0.999948158287091 & 0.000103683425818006 & 5.1841712909003e-05 \tabularnewline
102 & 0.999926090255578 & 0.000147819488843998 & 7.39097444219988e-05 \tabularnewline
103 & 0.999960224346854 & 7.95513062908976e-05 & 3.97756531454488e-05 \tabularnewline
104 & 0.9999500940034 & 9.98119932004906e-05 & 4.99059966002453e-05 \tabularnewline
105 & 0.999929177147365 & 0.00014164570527064 & 7.08228526353198e-05 \tabularnewline
106 & 0.999905877768261 & 0.000188244463478808 & 9.41222317394038e-05 \tabularnewline
107 & 0.999945959084039 & 0.000108081831921596 & 5.40409159607982e-05 \tabularnewline
108 & 0.999922423999073 & 0.000155152001854801 & 7.75760009274006e-05 \tabularnewline
109 & 0.999900536688743 & 0.000198926622514229 & 9.94633112571146e-05 \tabularnewline
110 & 0.999902121655139 & 0.000195756689722785 & 9.78783448613924e-05 \tabularnewline
111 & 0.999893963791087 & 0.00021207241782535 & 0.000106036208912675 \tabularnewline
112 & 0.999861741374646 & 0.000276517250707181 & 0.000138258625353591 \tabularnewline
113 & 0.999820051915907 & 0.000359896168185856 & 0.000179948084092928 \tabularnewline
114 & 0.999750320124592 & 0.000499359750816215 & 0.000249679875408108 \tabularnewline
115 & 0.999719062030753 & 0.000561875938494313 & 0.000280937969247157 \tabularnewline
116 & 0.999644932366245 & 0.000710135267511013 & 0.000355067633755506 \tabularnewline
117 & 0.999513539763832 & 0.000972920472336874 & 0.000486460236168437 \tabularnewline
118 & 0.999759709229054 & 0.000480581541892261 & 0.000240290770946131 \tabularnewline
119 & 0.999972236939849 & 5.55261203019355e-05 & 2.77630601509678e-05 \tabularnewline
120 & 0.999964056341961 & 7.18873160778071e-05 & 3.59436580389035e-05 \tabularnewline
121 & 0.999948319141854 & 0.000103361716291235 & 5.16808581456176e-05 \tabularnewline
122 & 0.99997041374007 & 5.91725198598479e-05 & 2.95862599299239e-05 \tabularnewline
123 & 0.999972955520765 & 5.40889584695372e-05 & 2.70444792347686e-05 \tabularnewline
124 & 0.999986103280719 & 2.77934385611361e-05 & 1.3896719280568e-05 \tabularnewline
125 & 0.999986478241788 & 2.70435164245232e-05 & 1.35217582122616e-05 \tabularnewline
126 & 0.999981438679169 & 3.71226416610301e-05 & 1.8561320830515e-05 \tabularnewline
127 & 0.999973947324529 & 5.21053509416965e-05 & 2.60526754708482e-05 \tabularnewline
128 & 0.99996329996478 & 7.34000704401846e-05 & 3.67000352200923e-05 \tabularnewline
129 & 0.999990995011158 & 1.80099776839072e-05 & 9.00498884195358e-06 \tabularnewline
130 & 0.999986810189177 & 2.63796216464776e-05 & 1.31898108232388e-05 \tabularnewline
131 & 0.999980780293125 & 3.84394137507545e-05 & 1.92197068753772e-05 \tabularnewline
132 & 0.999976844884925 & 4.63102301509384e-05 & 2.31551150754692e-05 \tabularnewline
133 & 0.999969336151068 & 6.13276978635771e-05 & 3.06638489317886e-05 \tabularnewline
134 & 0.999982490065825 & 3.50198683505088e-05 & 1.75099341752544e-05 \tabularnewline
135 & 0.999976600122132 & 4.6799755736844e-05 & 2.3399877868422e-05 \tabularnewline
136 & 0.999969179566921 & 6.16408661584514e-05 & 3.08204330792257e-05 \tabularnewline
137 & 0.999955735155849 & 8.85296883025555e-05 & 4.42648441512778e-05 \tabularnewline
138 & 0.999942189290736 & 0.00011562141852789 & 5.7810709263945e-05 \tabularnewline
139 & 0.99993344038957 & 0.00013311922085966 & 6.655961042983e-05 \tabularnewline
140 & 0.999908830793046 & 0.000182338413907985 & 9.11692069539926e-05 \tabularnewline
141 & 0.999900832613105 & 0.000198334773790007 & 9.91673868950037e-05 \tabularnewline
142 & 0.99986631136377 & 0.000267377272460734 & 0.000133688636230367 \tabularnewline
143 & 0.99986104498224 & 0.000277910035519829 & 0.000138955017759915 \tabularnewline
144 & 0.999923484861232 & 0.000153030277535681 & 7.65151387678407e-05 \tabularnewline
145 & 0.999949893943255 & 0.000100212113489676 & 5.01060567448379e-05 \tabularnewline
146 & 0.999932726372116 & 0.000134547255767296 & 6.72736278836479e-05 \tabularnewline
147 & 0.999954211468911 & 9.15770621785644e-05 & 4.57885310892822e-05 \tabularnewline
148 & 0.99994950702245 & 0.000100985955100711 & 5.04929775503553e-05 \tabularnewline
149 & 0.999945193252457 & 0.000109613495086883 & 5.48067475434415e-05 \tabularnewline
150 & 0.99992486314493 & 0.000150273710139648 & 7.51368550698238e-05 \tabularnewline
151 & 0.999937435131255 & 0.000125129737489738 & 6.25648687448692e-05 \tabularnewline
152 & 0.999915583502442 & 0.000168832995116783 & 8.44164975583913e-05 \tabularnewline
153 & 0.999890177329403 & 0.000219645341193882 & 0.000109822670596941 \tabularnewline
154 & 0.999850363096977 & 0.000299273806045297 & 0.000149636903022648 \tabularnewline
155 & 0.999920503483859 & 0.00015899303228259 & 7.94965161412948e-05 \tabularnewline
156 & 0.999903340699262 & 0.000193318601475203 & 9.66593007376014e-05 \tabularnewline
157 & 0.999863527853707 & 0.000272944292585414 & 0.000136472146292707 \tabularnewline
158 & 0.999870715666349 & 0.000258568667301306 & 0.000129284333650653 \tabularnewline
159 & 0.999905354667631 & 0.000189290664738532 & 9.46453323692658e-05 \tabularnewline
160 & 0.999879296222203 & 0.000241407555593969 & 0.000120703777796984 \tabularnewline
161 & 0.999834841136815 & 0.000330317726369643 & 0.000165158863184821 \tabularnewline
162 & 0.999813401797663 & 0.000373196404673788 & 0.000186598202336894 \tabularnewline
163 & 0.999811818425428 & 0.000376363149144185 & 0.000188181574572092 \tabularnewline
164 & 0.999804041097742 & 0.000391917804515077 & 0.000195958902257538 \tabularnewline
165 & 0.999799156204326 & 0.000401687591348894 & 0.000200843795674447 \tabularnewline
166 & 0.999794789732206 & 0.0004104205355874 & 0.0002052102677937 \tabularnewline
167 & 0.999735213067976 & 0.000529573864047913 & 0.000264786932023956 \tabularnewline
168 & 0.999723308111642 & 0.000553383776716216 & 0.000276691888358108 \tabularnewline
169 & 0.999641253806868 & 0.000717492386264563 & 0.000358746193132281 \tabularnewline
170 & 0.999991559879969 & 1.68802400619539e-05 & 8.44012003097695e-06 \tabularnewline
171 & 0.999988421427872 & 2.31571442556033e-05 & 1.15785721278016e-05 \tabularnewline
172 & 0.999987600696934 & 2.47986061324069e-05 & 1.23993030662035e-05 \tabularnewline
173 & 0.999997075843272 & 5.84831345575322e-06 & 2.92415672787661e-06 \tabularnewline
174 & 0.999999476393735 & 1.04721253082838e-06 & 5.23606265414192e-07 \tabularnewline
175 & 0.999999606493506 & 7.87012988568139e-07 & 3.93506494284069e-07 \tabularnewline
176 & 0.999999411821843 & 1.17635631389575e-06 & 5.88178156947873e-07 \tabularnewline
177 & 0.999999363283778 & 1.27343244329131e-06 & 6.36716221645655e-07 \tabularnewline
178 & 0.999999232720783 & 1.53455843422112e-06 & 7.67279217110561e-07 \tabularnewline
179 & 0.999998841443397 & 2.31711320514419e-06 & 1.15855660257209e-06 \tabularnewline
180 & 0.999999095354816 & 1.80929036865321e-06 & 9.04645184326607e-07 \tabularnewline
181 & 0.999998680507847 & 2.63898430637354e-06 & 1.31949215318677e-06 \tabularnewline
182 & 0.999999217497027 & 1.56500594575389e-06 & 7.82502972876947e-07 \tabularnewline
183 & 0.99999874393272 & 2.51213455990824e-06 & 1.25606727995412e-06 \tabularnewline
184 & 0.99999864798754 & 2.70402492013471e-06 & 1.35201246006736e-06 \tabularnewline
185 & 0.999998400847561 & 3.19830487823613e-06 & 1.59915243911806e-06 \tabularnewline
186 & 0.999997625881816 & 4.74823636783121e-06 & 2.37411818391561e-06 \tabularnewline
187 & 0.99999684284466 & 6.31431068056106e-06 & 3.15715534028053e-06 \tabularnewline
188 & 0.999995103143567 & 9.79371286563292e-06 & 4.89685643281646e-06 \tabularnewline
189 & 0.999993066910358 & 1.38661792838916e-05 & 6.93308964194578e-06 \tabularnewline
190 & 0.999994716372909 & 1.05672541820914e-05 & 5.28362709104571e-06 \tabularnewline
191 & 0.999999867199019 & 2.65601961037097e-07 & 1.32800980518548e-07 \tabularnewline
192 & 0.999999773574133 & 4.52851733271738e-07 & 2.26425866635869e-07 \tabularnewline
193 & 0.999999626401565 & 7.47196869006189e-07 & 3.73598434503094e-07 \tabularnewline
194 & 0.999999408880682 & 1.18223863693675e-06 & 5.91119318468377e-07 \tabularnewline
195 & 0.999999382429357 & 1.23514128524528e-06 & 6.17570642622642e-07 \tabularnewline
196 & 0.99999941669033 & 1.1666193394981e-06 & 5.83309669749048e-07 \tabularnewline
197 & 0.999999282099289 & 1.43580142108338e-06 & 7.17900710541692e-07 \tabularnewline
198 & 0.999998881324441 & 2.23735111743572e-06 & 1.11867555871786e-06 \tabularnewline
199 & 0.999998924823567 & 2.15035286594949e-06 & 1.07517643297474e-06 \tabularnewline
200 & 0.999998433475644 & 3.13304871191637e-06 & 1.56652435595819e-06 \tabularnewline
201 & 0.999997790767314 & 4.41846537190764e-06 & 2.20923268595382e-06 \tabularnewline
202 & 0.999996486888495 & 7.02622301047123e-06 & 3.51311150523562e-06 \tabularnewline
203 & 0.999996161745181 & 7.67650963876113e-06 & 3.83825481938057e-06 \tabularnewline
204 & 0.999993723301478 & 1.25533970432676e-05 & 6.27669852163379e-06 \tabularnewline
205 & 0.999990903287715 & 1.81934245707018e-05 & 9.09671228535092e-06 \tabularnewline
206 & 0.999985780267325 & 2.8439465350664e-05 & 1.4219732675332e-05 \tabularnewline
207 & 0.999977831117692 & 4.43377646150028e-05 & 2.21688823075014e-05 \tabularnewline
208 & 0.99999496791909 & 1.00641618192196e-05 & 5.03208090960978e-06 \tabularnewline
209 & 0.99999715632387 & 5.6873522599566e-06 & 2.8436761299783e-06 \tabularnewline
210 & 0.999995244210205 & 9.51157959059984e-06 & 4.75578979529992e-06 \tabularnewline
211 & 0.999992822390335 & 1.4355219330748e-05 & 7.17760966537399e-06 \tabularnewline
212 & 0.999997803194905 & 4.39361019048612e-06 & 2.19680509524306e-06 \tabularnewline
213 & 0.999996340086484 & 7.31982703189457e-06 & 3.65991351594729e-06 \tabularnewline
214 & 0.999993936925529 & 1.21261489423799e-05 & 6.06307447118995e-06 \tabularnewline
215 & 0.999990270174064 & 1.9459651871777e-05 & 9.7298259358885e-06 \tabularnewline
216 & 0.999985837869602 & 2.83242607965649e-05 & 1.41621303982824e-05 \tabularnewline
217 & 0.999993901882849 & 1.21962343028074e-05 & 6.09811715140368e-06 \tabularnewline
218 & 0.999989713217453 & 2.05735650946547e-05 & 1.02867825473273e-05 \tabularnewline
219 & 0.999983401706362 & 3.31965872763401e-05 & 1.659829363817e-05 \tabularnewline
220 & 0.999975856532084 & 4.82869358328097e-05 & 2.41434679164048e-05 \tabularnewline
221 & 0.999970352416966 & 5.92951660690538e-05 & 2.96475830345269e-05 \tabularnewline
222 & 0.999992474027561 & 1.50519448776407e-05 & 7.52597243882037e-06 \tabularnewline
223 & 0.999993887537053 & 1.22249258943294e-05 & 6.11246294716469e-06 \tabularnewline
224 & 0.999989458041041 & 2.10839179182084e-05 & 1.05419589591042e-05 \tabularnewline
225 & 0.999981793351148 & 3.64132977035325e-05 & 1.82066488517663e-05 \tabularnewline
226 & 0.999973862376329 & 5.22752473417686e-05 & 2.61376236708843e-05 \tabularnewline
227 & 0.99996315064948 & 7.36987010402022e-05 & 3.68493505201011e-05 \tabularnewline
228 & 0.999956948928127 & 8.61021437451279e-05 & 4.30510718725639e-05 \tabularnewline
229 & 0.999927513889246 & 0.00014497222150839 & 7.24861107541948e-05 \tabularnewline
230 & 0.999956879963376 & 8.62400732475749e-05 & 4.31200366237874e-05 \tabularnewline
231 & 0.999958348595378 & 8.33028092435449e-05 & 4.16514046217724e-05 \tabularnewline
232 & 0.999928261329605 & 0.00014347734078955 & 7.17386703947748e-05 \tabularnewline
233 & 0.999999677190473 & 6.45619054370868e-07 & 3.22809527185434e-07 \tabularnewline
234 & 0.99999937225832 & 1.25548336008262e-06 & 6.27741680041312e-07 \tabularnewline
235 & 0.999998754331175 & 2.49133764978124e-06 & 1.24566882489062e-06 \tabularnewline
236 & 0.999997559044588 & 4.88191082485698e-06 & 2.44095541242849e-06 \tabularnewline
237 & 0.999999993324166 & 1.33516676799875e-08 & 6.67583383999377e-09 \tabularnewline
238 & 0.999999984107603 & 3.17847930239303e-08 & 1.58923965119652e-08 \tabularnewline
239 & 0.999999964833902 & 7.03321964939287e-08 & 3.51660982469643e-08 \tabularnewline
240 & 0.999999938480697 & 1.23038606619824e-07 & 6.1519303309912e-08 \tabularnewline
241 & 0.999999866670062 & 2.66659875586912e-07 & 1.33329937793456e-07 \tabularnewline
242 & 0.999999786124667 & 4.27750665154258e-07 & 2.13875332577129e-07 \tabularnewline
243 & 0.999999581666674 & 8.3666665286282e-07 & 4.1833332643141e-07 \tabularnewline
244 & 0.999999095653313 & 1.80869337419069e-06 & 9.04346687095346e-07 \tabularnewline
245 & 0.999998679107147 & 2.6417857056795e-06 & 1.32089285283975e-06 \tabularnewline
246 & 0.999997483235704 & 5.0335285924052e-06 & 2.5167642962026e-06 \tabularnewline
247 & 0.999997731313024 & 4.53737395161886e-06 & 2.26868697580943e-06 \tabularnewline
248 & 0.999995889639263 & 8.22072147394009e-06 & 4.11036073697005e-06 \tabularnewline
249 & 0.999992573707552 & 1.48525848950474e-05 & 7.42629244752372e-06 \tabularnewline
250 & 0.999990806375603 & 1.83872487948598e-05 & 9.19362439742992e-06 \tabularnewline
251 & 0.999984535905295 & 3.09281894107658e-05 & 1.54640947053829e-05 \tabularnewline
252 & 0.999974982683592 & 5.00346328165593e-05 & 2.50173164082796e-05 \tabularnewline
253 & 0.999944572231681 & 0.000110855536637204 & 5.54277683186018e-05 \tabularnewline
254 & 0.999881920990803 & 0.000236158018394585 & 0.000118079009197293 \tabularnewline
255 & 0.999890653411204 & 0.000218693177592734 & 0.000109346588796367 \tabularnewline
256 & 0.999760017576797 & 0.000479964846405075 & 0.000239982423202537 \tabularnewline
257 & 0.999681456383606 & 0.00063708723278845 & 0.000318543616394225 \tabularnewline
258 & 0.999787417767744 & 0.000425164464512882 & 0.000212582232256441 \tabularnewline
259 & 0.999543083805205 & 0.000913832389589939 & 0.00045691619479497 \tabularnewline
260 & 0.999177169810052 & 0.00164566037989521 & 0.000822830189947604 \tabularnewline
261 & 0.998762828491088 & 0.00247434301782487 & 0.00123717150891243 \tabularnewline
262 & 0.997308957268085 & 0.00538208546382933 & 0.00269104273191466 \tabularnewline
263 & 0.996574260391195 & 0.0068514792176098 & 0.0034257396088049 \tabularnewline
264 & 0.997067230499267 & 0.00586553900146497 & 0.00293276950073249 \tabularnewline
265 & 0.995479215535586 & 0.00904156892882702 & 0.00452078446441351 \tabularnewline
266 & 0.990657392317595 & 0.0186852153648105 & 0.00934260768240527 \tabularnewline
267 & 0.982213370593203 & 0.0355732588135949 & 0.0177866294067974 \tabularnewline
268 & 0.968663148834488 & 0.0626737023310238 & 0.0313368511655119 \tabularnewline
269 & 0.999939221112143 & 0.000121557775714382 & 6.07788878571909e-05 \tabularnewline
270 & 0.999954842821641 & 9.0314356718228e-05 & 4.5157178359114e-05 \tabularnewline
271 & 0.99961480774144 & 0.000770384517120328 & 0.000385192258560164 \tabularnewline
272 & 0.998181995011969 & 0.00363600997606133 & 0.00181800498803067 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=189987&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]17[/C][C]0.766783889781715[/C][C]0.466432220436571[/C][C]0.233216110218285[/C][/ROW]
[ROW][C]18[/C][C]0.634909156393679[/C][C]0.730181687212642[/C][C]0.365090843606321[/C][/ROW]
[ROW][C]19[/C][C]0.589281269684292[/C][C]0.821437460631417[/C][C]0.410718730315709[/C][/ROW]
[ROW][C]20[/C][C]0.488957710236465[/C][C]0.97791542047293[/C][C]0.511042289763535[/C][/ROW]
[ROW][C]21[/C][C]0.483991284677207[/C][C]0.967982569354414[/C][C]0.516008715322793[/C][/ROW]
[ROW][C]22[/C][C]0.578698178420804[/C][C]0.842603643158393[/C][C]0.421301821579196[/C][/ROW]
[ROW][C]23[/C][C]0.895767988919088[/C][C]0.208464022161823[/C][C]0.104232011080912[/C][/ROW]
[ROW][C]24[/C][C]0.851666712412531[/C][C]0.296666575174937[/C][C]0.148333287587469[/C][/ROW]
[ROW][C]25[/C][C]0.922017532413874[/C][C]0.155964935172252[/C][C]0.0779824675861262[/C][/ROW]
[ROW][C]26[/C][C]0.950913883090831[/C][C]0.0981722338183376[/C][C]0.0490861169091688[/C][/ROW]
[ROW][C]27[/C][C]0.948532170195878[/C][C]0.102935659608243[/C][C]0.0514678298041215[/C][/ROW]
[ROW][C]28[/C][C]0.948989911179095[/C][C]0.102020177641811[/C][C]0.0510100888209054[/C][/ROW]
[ROW][C]29[/C][C]0.94066493437931[/C][C]0.118670131241381[/C][C]0.0593350656206904[/C][/ROW]
[ROW][C]30[/C][C]0.924543049771266[/C][C]0.150913900457468[/C][C]0.0754569502287342[/C][/ROW]
[ROW][C]31[/C][C]0.979379873447023[/C][C]0.041240253105953[/C][C]0.0206201265529765[/C][/ROW]
[ROW][C]32[/C][C]0.970513883601525[/C][C]0.058972232796949[/C][C]0.0294861163984745[/C][/ROW]
[ROW][C]33[/C][C]0.958311544059762[/C][C]0.0833769118804755[/C][C]0.0416884559402378[/C][/ROW]
[ROW][C]34[/C][C]0.942297390823889[/C][C]0.115405218352221[/C][C]0.0577026091761107[/C][/ROW]
[ROW][C]35[/C][C]0.92312543096116[/C][C]0.15374913807768[/C][C]0.07687456903884[/C][/ROW]
[ROW][C]36[/C][C]0.905520145313716[/C][C]0.188959709372568[/C][C]0.0944798546862839[/C][/ROW]
[ROW][C]37[/C][C]0.878404233021092[/C][C]0.243191533957817[/C][C]0.121595766978908[/C][/ROW]
[ROW][C]38[/C][C]0.846425239152427[/C][C]0.307149521695147[/C][C]0.153574760847573[/C][/ROW]
[ROW][C]39[/C][C]0.930580793140628[/C][C]0.138838413718743[/C][C]0.0694192068593717[/C][/ROW]
[ROW][C]40[/C][C]0.942482562586837[/C][C]0.115034874826326[/C][C]0.0575174374131629[/C][/ROW]
[ROW][C]41[/C][C]0.92800815353761[/C][C]0.14398369292478[/C][C]0.0719918464623898[/C][/ROW]
[ROW][C]42[/C][C]0.911227240161808[/C][C]0.177545519676384[/C][C]0.088772759838192[/C][/ROW]
[ROW][C]43[/C][C]0.890937593395698[/C][C]0.218124813208605[/C][C]0.109062406604302[/C][/ROW]
[ROW][C]44[/C][C]0.867707041402474[/C][C]0.264585917195053[/C][C]0.132292958597526[/C][/ROW]
[ROW][C]45[/C][C]0.883212746132737[/C][C]0.233574507734526[/C][C]0.116787253867263[/C][/ROW]
[ROW][C]46[/C][C]0.855579103133262[/C][C]0.288841793733475[/C][C]0.144420896866738[/C][/ROW]
[ROW][C]47[/C][C]0.843132524668418[/C][C]0.313734950663164[/C][C]0.156867475331582[/C][/ROW]
[ROW][C]48[/C][C]0.817519990486685[/C][C]0.364960019026631[/C][C]0.182480009513315[/C][/ROW]
[ROW][C]49[/C][C]0.798319915220249[/C][C]0.403360169559501[/C][C]0.201680084779751[/C][/ROW]
[ROW][C]50[/C][C]0.919307098574929[/C][C]0.161385802850142[/C][C]0.080692901425071[/C][/ROW]
[ROW][C]51[/C][C]0.986199331382967[/C][C]0.0276013372340665[/C][C]0.0138006686170332[/C][/ROW]
[ROW][C]52[/C][C]0.987014245860035[/C][C]0.0259715082799292[/C][C]0.0129857541399646[/C][/ROW]
[ROW][C]53[/C][C]0.983593572255298[/C][C]0.0328128554894034[/C][C]0.0164064277447017[/C][/ROW]
[ROW][C]54[/C][C]0.993140602188652[/C][C]0.0137187956226963[/C][C]0.00685939781134813[/C][/ROW]
[ROW][C]55[/C][C]0.996814687089055[/C][C]0.00637062582189095[/C][C]0.00318531291094548[/C][/ROW]
[ROW][C]56[/C][C]0.997114307174928[/C][C]0.00577138565014351[/C][C]0.00288569282507176[/C][/ROW]
[ROW][C]57[/C][C]0.996845057331904[/C][C]0.00630988533619127[/C][C]0.00315494266809564[/C][/ROW]
[ROW][C]58[/C][C]0.997089228710767[/C][C]0.00582154257846554[/C][C]0.00291077128923277[/C][/ROW]
[ROW][C]59[/C][C]0.995969533411138[/C][C]0.0080609331777247[/C][C]0.00403046658886235[/C][/ROW]
[ROW][C]60[/C][C]0.995174561991355[/C][C]0.00965087601729097[/C][C]0.00482543800864549[/C][/ROW]
[ROW][C]61[/C][C]0.993881088605771[/C][C]0.0122378227884576[/C][C]0.00611891139422882[/C][/ROW]
[ROW][C]62[/C][C]0.992258698654231[/C][C]0.0154826026915373[/C][C]0.00774130134576864[/C][/ROW]
[ROW][C]63[/C][C]0.990295769477165[/C][C]0.0194084610456706[/C][C]0.00970423052283532[/C][/ROW]
[ROW][C]64[/C][C]0.987181786090474[/C][C]0.0256364278190511[/C][C]0.0128182139095255[/C][/ROW]
[ROW][C]65[/C][C]0.994704484249943[/C][C]0.0105910315001144[/C][C]0.00529551575005722[/C][/ROW]
[ROW][C]66[/C][C]0.993781579182067[/C][C]0.0124368416358654[/C][C]0.0062184208179327[/C][/ROW]
[ROW][C]67[/C][C]0.998180045138035[/C][C]0.00363990972392892[/C][C]0.00181995486196446[/C][/ROW]
[ROW][C]68[/C][C]0.997683800537116[/C][C]0.00463239892576789[/C][C]0.00231619946288394[/C][/ROW]
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[ROW][C]126[/C][C]0.999981438679169[/C][C]3.71226416610301e-05[/C][C]1.8561320830515e-05[/C][/ROW]
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[ROW][C]128[/C][C]0.99996329996478[/C][C]7.34000704401846e-05[/C][C]3.67000352200923e-05[/C][/ROW]
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[ROW][C]200[/C][C]0.999998433475644[/C][C]3.13304871191637e-06[/C][C]1.56652435595819e-06[/C][/ROW]
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[ROW][C]203[/C][C]0.999996161745181[/C][C]7.67650963876113e-06[/C][C]3.83825481938057e-06[/C][/ROW]
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[ROW][C]207[/C][C]0.999977831117692[/C][C]4.43377646150028e-05[/C][C]2.21688823075014e-05[/C][/ROW]
[ROW][C]208[/C][C]0.99999496791909[/C][C]1.00641618192196e-05[/C][C]5.03208090960978e-06[/C][/ROW]
[ROW][C]209[/C][C]0.99999715632387[/C][C]5.6873522599566e-06[/C][C]2.8436761299783e-06[/C][/ROW]
[ROW][C]210[/C][C]0.999995244210205[/C][C]9.51157959059984e-06[/C][C]4.75578979529992e-06[/C][/ROW]
[ROW][C]211[/C][C]0.999992822390335[/C][C]1.4355219330748e-05[/C][C]7.17760966537399e-06[/C][/ROW]
[ROW][C]212[/C][C]0.999997803194905[/C][C]4.39361019048612e-06[/C][C]2.19680509524306e-06[/C][/ROW]
[ROW][C]213[/C][C]0.999996340086484[/C][C]7.31982703189457e-06[/C][C]3.65991351594729e-06[/C][/ROW]
[ROW][C]214[/C][C]0.999993936925529[/C][C]1.21261489423799e-05[/C][C]6.06307447118995e-06[/C][/ROW]
[ROW][C]215[/C][C]0.999990270174064[/C][C]1.9459651871777e-05[/C][C]9.7298259358885e-06[/C][/ROW]
[ROW][C]216[/C][C]0.999985837869602[/C][C]2.83242607965649e-05[/C][C]1.41621303982824e-05[/C][/ROW]
[ROW][C]217[/C][C]0.999993901882849[/C][C]1.21962343028074e-05[/C][C]6.09811715140368e-06[/C][/ROW]
[ROW][C]218[/C][C]0.999989713217453[/C][C]2.05735650946547e-05[/C][C]1.02867825473273e-05[/C][/ROW]
[ROW][C]219[/C][C]0.999983401706362[/C][C]3.31965872763401e-05[/C][C]1.659829363817e-05[/C][/ROW]
[ROW][C]220[/C][C]0.999975856532084[/C][C]4.82869358328097e-05[/C][C]2.41434679164048e-05[/C][/ROW]
[ROW][C]221[/C][C]0.999970352416966[/C][C]5.92951660690538e-05[/C][C]2.96475830345269e-05[/C][/ROW]
[ROW][C]222[/C][C]0.999992474027561[/C][C]1.50519448776407e-05[/C][C]7.52597243882037e-06[/C][/ROW]
[ROW][C]223[/C][C]0.999993887537053[/C][C]1.22249258943294e-05[/C][C]6.11246294716469e-06[/C][/ROW]
[ROW][C]224[/C][C]0.999989458041041[/C][C]2.10839179182084e-05[/C][C]1.05419589591042e-05[/C][/ROW]
[ROW][C]225[/C][C]0.999981793351148[/C][C]3.64132977035325e-05[/C][C]1.82066488517663e-05[/C][/ROW]
[ROW][C]226[/C][C]0.999973862376329[/C][C]5.22752473417686e-05[/C][C]2.61376236708843e-05[/C][/ROW]
[ROW][C]227[/C][C]0.99996315064948[/C][C]7.36987010402022e-05[/C][C]3.68493505201011e-05[/C][/ROW]
[ROW][C]228[/C][C]0.999956948928127[/C][C]8.61021437451279e-05[/C][C]4.30510718725639e-05[/C][/ROW]
[ROW][C]229[/C][C]0.999927513889246[/C][C]0.00014497222150839[/C][C]7.24861107541948e-05[/C][/ROW]
[ROW][C]230[/C][C]0.999956879963376[/C][C]8.62400732475749e-05[/C][C]4.31200366237874e-05[/C][/ROW]
[ROW][C]231[/C][C]0.999958348595378[/C][C]8.33028092435449e-05[/C][C]4.16514046217724e-05[/C][/ROW]
[ROW][C]232[/C][C]0.999928261329605[/C][C]0.00014347734078955[/C][C]7.17386703947748e-05[/C][/ROW]
[ROW][C]233[/C][C]0.999999677190473[/C][C]6.45619054370868e-07[/C][C]3.22809527185434e-07[/C][/ROW]
[ROW][C]234[/C][C]0.99999937225832[/C][C]1.25548336008262e-06[/C][C]6.27741680041312e-07[/C][/ROW]
[ROW][C]235[/C][C]0.999998754331175[/C][C]2.49133764978124e-06[/C][C]1.24566882489062e-06[/C][/ROW]
[ROW][C]236[/C][C]0.999997559044588[/C][C]4.88191082485698e-06[/C][C]2.44095541242849e-06[/C][/ROW]
[ROW][C]237[/C][C]0.999999993324166[/C][C]1.33516676799875e-08[/C][C]6.67583383999377e-09[/C][/ROW]
[ROW][C]238[/C][C]0.999999984107603[/C][C]3.17847930239303e-08[/C][C]1.58923965119652e-08[/C][/ROW]
[ROW][C]239[/C][C]0.999999964833902[/C][C]7.03321964939287e-08[/C][C]3.51660982469643e-08[/C][/ROW]
[ROW][C]240[/C][C]0.999999938480697[/C][C]1.23038606619824e-07[/C][C]6.1519303309912e-08[/C][/ROW]
[ROW][C]241[/C][C]0.999999866670062[/C][C]2.66659875586912e-07[/C][C]1.33329937793456e-07[/C][/ROW]
[ROW][C]242[/C][C]0.999999786124667[/C][C]4.27750665154258e-07[/C][C]2.13875332577129e-07[/C][/ROW]
[ROW][C]243[/C][C]0.999999581666674[/C][C]8.3666665286282e-07[/C][C]4.1833332643141e-07[/C][/ROW]
[ROW][C]244[/C][C]0.999999095653313[/C][C]1.80869337419069e-06[/C][C]9.04346687095346e-07[/C][/ROW]
[ROW][C]245[/C][C]0.999998679107147[/C][C]2.6417857056795e-06[/C][C]1.32089285283975e-06[/C][/ROW]
[ROW][C]246[/C][C]0.999997483235704[/C][C]5.0335285924052e-06[/C][C]2.5167642962026e-06[/C][/ROW]
[ROW][C]247[/C][C]0.999997731313024[/C][C]4.53737395161886e-06[/C][C]2.26868697580943e-06[/C][/ROW]
[ROW][C]248[/C][C]0.999995889639263[/C][C]8.22072147394009e-06[/C][C]4.11036073697005e-06[/C][/ROW]
[ROW][C]249[/C][C]0.999992573707552[/C][C]1.48525848950474e-05[/C][C]7.42629244752372e-06[/C][/ROW]
[ROW][C]250[/C][C]0.999990806375603[/C][C]1.83872487948598e-05[/C][C]9.19362439742992e-06[/C][/ROW]
[ROW][C]251[/C][C]0.999984535905295[/C][C]3.09281894107658e-05[/C][C]1.54640947053829e-05[/C][/ROW]
[ROW][C]252[/C][C]0.999974982683592[/C][C]5.00346328165593e-05[/C][C]2.50173164082796e-05[/C][/ROW]
[ROW][C]253[/C][C]0.999944572231681[/C][C]0.000110855536637204[/C][C]5.54277683186018e-05[/C][/ROW]
[ROW][C]254[/C][C]0.999881920990803[/C][C]0.000236158018394585[/C][C]0.000118079009197293[/C][/ROW]
[ROW][C]255[/C][C]0.999890653411204[/C][C]0.000218693177592734[/C][C]0.000109346588796367[/C][/ROW]
[ROW][C]256[/C][C]0.999760017576797[/C][C]0.000479964846405075[/C][C]0.000239982423202537[/C][/ROW]
[ROW][C]257[/C][C]0.999681456383606[/C][C]0.00063708723278845[/C][C]0.000318543616394225[/C][/ROW]
[ROW][C]258[/C][C]0.999787417767744[/C][C]0.000425164464512882[/C][C]0.000212582232256441[/C][/ROW]
[ROW][C]259[/C][C]0.999543083805205[/C][C]0.000913832389589939[/C][C]0.00045691619479497[/C][/ROW]
[ROW][C]260[/C][C]0.999177169810052[/C][C]0.00164566037989521[/C][C]0.000822830189947604[/C][/ROW]
[ROW][C]261[/C][C]0.998762828491088[/C][C]0.00247434301782487[/C][C]0.00123717150891243[/C][/ROW]
[ROW][C]262[/C][C]0.997308957268085[/C][C]0.00538208546382933[/C][C]0.00269104273191466[/C][/ROW]
[ROW][C]263[/C][C]0.996574260391195[/C][C]0.0068514792176098[/C][C]0.0034257396088049[/C][/ROW]
[ROW][C]264[/C][C]0.997067230499267[/C][C]0.00586553900146497[/C][C]0.00293276950073249[/C][/ROW]
[ROW][C]265[/C][C]0.995479215535586[/C][C]0.00904156892882702[/C][C]0.00452078446441351[/C][/ROW]
[ROW][C]266[/C][C]0.990657392317595[/C][C]0.0186852153648105[/C][C]0.00934260768240527[/C][/ROW]
[ROW][C]267[/C][C]0.982213370593203[/C][C]0.0355732588135949[/C][C]0.0177866294067974[/C][/ROW]
[ROW][C]268[/C][C]0.968663148834488[/C][C]0.0626737023310238[/C][C]0.0313368511655119[/C][/ROW]
[ROW][C]269[/C][C]0.999939221112143[/C][C]0.000121557775714382[/C][C]6.07788878571909e-05[/C][/ROW]
[ROW][C]270[/C][C]0.999954842821641[/C][C]9.0314356718228e-05[/C][C]4.5157178359114e-05[/C][/ROW]
[ROW][C]271[/C][C]0.99961480774144[/C][C]0.000770384517120328[/C][C]0.000385192258560164[/C][/ROW]
[ROW][C]272[/C][C]0.998181995011969[/C][C]0.00363600997606133[/C][C]0.00181800498803067[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=189987&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=189987&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
17	0.766783889781715	0.466432220436571	0.233216110218285
18	0.634909156393679	0.730181687212642	0.365090843606321
19	0.589281269684292	0.821437460631417	0.410718730315709
20	0.488957710236465	0.97791542047293	0.511042289763535
21	0.483991284677207	0.967982569354414	0.516008715322793
22	0.578698178420804	0.842603643158393	0.421301821579196
23	0.895767988919088	0.208464022161823	0.104232011080912
24	0.851666712412531	0.296666575174937	0.148333287587469
25	0.922017532413874	0.155964935172252	0.0779824675861262
26	0.950913883090831	0.0981722338183376	0.0490861169091688
27	0.948532170195878	0.102935659608243	0.0514678298041215
28	0.948989911179095	0.102020177641811	0.0510100888209054
29	0.94066493437931	0.118670131241381	0.0593350656206904
30	0.924543049771266	0.150913900457468	0.0754569502287342
31	0.979379873447023	0.041240253105953	0.0206201265529765
32	0.970513883601525	0.058972232796949	0.0294861163984745
33	0.958311544059762	0.0833769118804755	0.0416884559402378
34	0.942297390823889	0.115405218352221	0.0577026091761107
35	0.92312543096116	0.15374913807768	0.07687456903884
36	0.905520145313716	0.188959709372568	0.0944798546862839
37	0.878404233021092	0.243191533957817	0.121595766978908
38	0.846425239152427	0.307149521695147	0.153574760847573
39	0.930580793140628	0.138838413718743	0.0694192068593717
40	0.942482562586837	0.115034874826326	0.0575174374131629
41	0.92800815353761	0.14398369292478	0.0719918464623898
42	0.911227240161808	0.177545519676384	0.088772759838192
43	0.890937593395698	0.218124813208605	0.109062406604302
44	0.867707041402474	0.264585917195053	0.132292958597526
45	0.883212746132737	0.233574507734526	0.116787253867263
46	0.855579103133262	0.288841793733475	0.144420896866738
47	0.843132524668418	0.313734950663164	0.156867475331582
48	0.817519990486685	0.364960019026631	0.182480009513315
49	0.798319915220249	0.403360169559501	0.201680084779751
50	0.919307098574929	0.161385802850142	0.080692901425071
51	0.986199331382967	0.0276013372340665	0.0138006686170332
52	0.987014245860035	0.0259715082799292	0.0129857541399646
53	0.983593572255298	0.0328128554894034	0.0164064277447017
54	0.993140602188652	0.0137187956226963	0.00685939781134813
55	0.996814687089055	0.00637062582189095	0.00318531291094548
56	0.997114307174928	0.00577138565014351	0.00288569282507176
57	0.996845057331904	0.00630988533619127	0.00315494266809564
58	0.997089228710767	0.00582154257846554	0.00291077128923277
59	0.995969533411138	0.0080609331777247	0.00403046658886235
60	0.995174561991355	0.00965087601729097	0.00482543800864549
61	0.993881088605771	0.0122378227884576	0.00611891139422882
62	0.992258698654231	0.0154826026915373	0.00774130134576864
63	0.990295769477165	0.0194084610456706	0.00970423052283532
64	0.987181786090474	0.0256364278190511	0.0128182139095255
65	0.994704484249943	0.0105910315001144	0.00529551575005722
66	0.993781579182067	0.0124368416358654	0.0062184208179327
67	0.998180045138035	0.00363990972392892	0.00181995486196446
68	0.997683800537116	0.00463239892576789	0.00231619946288394
69	0.997626981857174	0.00474603628565143	0.00237301814282572
70	0.997809832315571	0.00438033536885722	0.00219016768442861
71	0.997264042856542	0.00547191428691595	0.00273595714345797
72	0.996616012306142	0.00676797538771644	0.00338398769385822
73	0.995744434198333	0.0085111316033345	0.00425556580166725
74	0.994334010346932	0.011331979306135	0.00566598965306751
75	0.996009293592919	0.00798141281416115	0.00399070640708058
76	0.995074790474249	0.00985041905150152	0.00492520952575076
77	0.994112988687617	0.0117740226247661	0.00588701131238307
78	0.993049181687418	0.0139016366251649	0.00695081831258245
79	0.992528885806516	0.0149422283869685	0.00747111419348424
80	0.990262648698324	0.0194747026033509	0.00973735130167547
81	0.988692925117387	0.0226141497652252	0.0113070748826126
82	0.985801465774686	0.0283970684506271	0.0141985342253135
83	0.99896091972371	0.00207816055258053	0.00103908027629027
84	0.998734004645545	0.00253199070890974	0.00126599535445487
85	0.998279956305309	0.00344008738938305	0.00172004369469153
86	0.997703978013937	0.00459204397212673	0.00229602198606337
87	0.996976907231822	0.00604618553635647	0.00302309276817824
88	0.996403939633911	0.00719212073217694	0.00359606036608847
89	0.9999183370314	0.000163325937200912	8.16629686004559e-05
90	0.99992983278096	0.000140334438080884	7.01672190404422e-05
91	0.999963009744838	7.39805103244827e-05	3.69902551622413e-05
92	0.999963157570869	7.36848582614333e-05	3.68424291307167e-05
93	0.99995120018921	9.75996215789697e-05	4.87998107894849e-05
94	0.999946757521423	0.000106484957154334	5.32424785771671e-05
95	0.9999269390894	0.000146121821200232	7.30609106001158e-05
96	0.999910769662859	0.00017846067428154	8.92303371407699e-05
97	0.999888890997221	0.000222218005557967	0.000111109002778983
98	0.999978211809812	4.35763803751156e-05	2.17881901875578e-05
99	0.999973399035294	5.32019294113626e-05	2.66009647056813e-05
100	0.999964240376469	7.15192470628207e-05	3.57596235314103e-05
101	0.999948158287091	0.000103683425818006	5.1841712909003e-05
102	0.999926090255578	0.000147819488843998	7.39097444219988e-05
103	0.999960224346854	7.95513062908976e-05	3.97756531454488e-05
104	0.9999500940034	9.98119932004906e-05	4.99059966002453e-05
105	0.999929177147365	0.00014164570527064	7.08228526353198e-05
106	0.999905877768261	0.000188244463478808	9.41222317394038e-05
107	0.999945959084039	0.000108081831921596	5.40409159607982e-05
108	0.999922423999073	0.000155152001854801	7.75760009274006e-05
109	0.999900536688743	0.000198926622514229	9.94633112571146e-05
110	0.999902121655139	0.000195756689722785	9.78783448613924e-05
111	0.999893963791087	0.00021207241782535	0.000106036208912675
112	0.999861741374646	0.000276517250707181	0.000138258625353591
113	0.999820051915907	0.000359896168185856	0.000179948084092928
114	0.999750320124592	0.000499359750816215	0.000249679875408108
115	0.999719062030753	0.000561875938494313	0.000280937969247157
116	0.999644932366245	0.000710135267511013	0.000355067633755506
117	0.999513539763832	0.000972920472336874	0.000486460236168437
118	0.999759709229054	0.000480581541892261	0.000240290770946131
119	0.999972236939849	5.55261203019355e-05	2.77630601509678e-05
120	0.999964056341961	7.18873160778071e-05	3.59436580389035e-05
121	0.999948319141854	0.000103361716291235	5.16808581456176e-05
122	0.99997041374007	5.91725198598479e-05	2.95862599299239e-05
123	0.999972955520765	5.40889584695372e-05	2.70444792347686e-05
124	0.999986103280719	2.77934385611361e-05	1.3896719280568e-05
125	0.999986478241788	2.70435164245232e-05	1.35217582122616e-05
126	0.999981438679169	3.71226416610301e-05	1.8561320830515e-05
127	0.999973947324529	5.21053509416965e-05	2.60526754708482e-05
128	0.99996329996478	7.34000704401846e-05	3.67000352200923e-05
129	0.999990995011158	1.80099776839072e-05	9.00498884195358e-06
130	0.999986810189177	2.63796216464776e-05	1.31898108232388e-05
131	0.999980780293125	3.84394137507545e-05	1.92197068753772e-05
132	0.999976844884925	4.63102301509384e-05	2.31551150754692e-05
133	0.999969336151068	6.13276978635771e-05	3.06638489317886e-05
134	0.999982490065825	3.50198683505088e-05	1.75099341752544e-05
135	0.999976600122132	4.6799755736844e-05	2.3399877868422e-05
136	0.999969179566921	6.16408661584514e-05	3.08204330792257e-05
137	0.999955735155849	8.85296883025555e-05	4.42648441512778e-05
138	0.999942189290736	0.00011562141852789	5.7810709263945e-05
139	0.99993344038957	0.00013311922085966	6.655961042983e-05
140	0.999908830793046	0.000182338413907985	9.11692069539926e-05
141	0.999900832613105	0.000198334773790007	9.91673868950037e-05
142	0.99986631136377	0.000267377272460734	0.000133688636230367
143	0.99986104498224	0.000277910035519829	0.000138955017759915
144	0.999923484861232	0.000153030277535681	7.65151387678407e-05
145	0.999949893943255	0.000100212113489676	5.01060567448379e-05
146	0.999932726372116	0.000134547255767296	6.72736278836479e-05
147	0.999954211468911	9.15770621785644e-05	4.57885310892822e-05
148	0.99994950702245	0.000100985955100711	5.04929775503553e-05
149	0.999945193252457	0.000109613495086883	5.48067475434415e-05
150	0.99992486314493	0.000150273710139648	7.51368550698238e-05
151	0.999937435131255	0.000125129737489738	6.25648687448692e-05
152	0.999915583502442	0.000168832995116783	8.44164975583913e-05
153	0.999890177329403	0.000219645341193882	0.000109822670596941
154	0.999850363096977	0.000299273806045297	0.000149636903022648
155	0.999920503483859	0.00015899303228259	7.94965161412948e-05
156	0.999903340699262	0.000193318601475203	9.66593007376014e-05
157	0.999863527853707	0.000272944292585414	0.000136472146292707
158	0.999870715666349	0.000258568667301306	0.000129284333650653
159	0.999905354667631	0.000189290664738532	9.46453323692658e-05
160	0.999879296222203	0.000241407555593969	0.000120703777796984
161	0.999834841136815	0.000330317726369643	0.000165158863184821
162	0.999813401797663	0.000373196404673788	0.000186598202336894
163	0.999811818425428	0.000376363149144185	0.000188181574572092
164	0.999804041097742	0.000391917804515077	0.000195958902257538
165	0.999799156204326	0.000401687591348894	0.000200843795674447
166	0.999794789732206	0.0004104205355874	0.0002052102677937
167	0.999735213067976	0.000529573864047913	0.000264786932023956
168	0.999723308111642	0.000553383776716216	0.000276691888358108
169	0.999641253806868	0.000717492386264563	0.000358746193132281
170	0.999991559879969	1.68802400619539e-05	8.44012003097695e-06
171	0.999988421427872	2.31571442556033e-05	1.15785721278016e-05
172	0.999987600696934	2.47986061324069e-05	1.23993030662035e-05
173	0.999997075843272	5.84831345575322e-06	2.92415672787661e-06
174	0.999999476393735	1.04721253082838e-06	5.23606265414192e-07
175	0.999999606493506	7.87012988568139e-07	3.93506494284069e-07
176	0.999999411821843	1.17635631389575e-06	5.88178156947873e-07
177	0.999999363283778	1.27343244329131e-06	6.36716221645655e-07
178	0.999999232720783	1.53455843422112e-06	7.67279217110561e-07
179	0.999998841443397	2.31711320514419e-06	1.15855660257209e-06
180	0.999999095354816	1.80929036865321e-06	9.04645184326607e-07
181	0.999998680507847	2.63898430637354e-06	1.31949215318677e-06
182	0.999999217497027	1.56500594575389e-06	7.82502972876947e-07
183	0.99999874393272	2.51213455990824e-06	1.25606727995412e-06
184	0.99999864798754	2.70402492013471e-06	1.35201246006736e-06
185	0.999998400847561	3.19830487823613e-06	1.59915243911806e-06
186	0.999997625881816	4.74823636783121e-06	2.37411818391561e-06
187	0.99999684284466	6.31431068056106e-06	3.15715534028053e-06
188	0.999995103143567	9.79371286563292e-06	4.89685643281646e-06
189	0.999993066910358	1.38661792838916e-05	6.93308964194578e-06
190	0.999994716372909	1.05672541820914e-05	5.28362709104571e-06
191	0.999999867199019	2.65601961037097e-07	1.32800980518548e-07
192	0.999999773574133	4.52851733271738e-07	2.26425866635869e-07
193	0.999999626401565	7.47196869006189e-07	3.73598434503094e-07
194	0.999999408880682	1.18223863693675e-06	5.91119318468377e-07
195	0.999999382429357	1.23514128524528e-06	6.17570642622642e-07
196	0.99999941669033	1.1666193394981e-06	5.83309669749048e-07
197	0.999999282099289	1.43580142108338e-06	7.17900710541692e-07
198	0.999998881324441	2.23735111743572e-06	1.11867555871786e-06
199	0.999998924823567	2.15035286594949e-06	1.07517643297474e-06
200	0.999998433475644	3.13304871191637e-06	1.56652435595819e-06
201	0.999997790767314	4.41846537190764e-06	2.20923268595382e-06
202	0.999996486888495	7.02622301047123e-06	3.51311150523562e-06
203	0.999996161745181	7.67650963876113e-06	3.83825481938057e-06
204	0.999993723301478	1.25533970432676e-05	6.27669852163379e-06
205	0.999990903287715	1.81934245707018e-05	9.09671228535092e-06
206	0.999985780267325	2.8439465350664e-05	1.4219732675332e-05
207	0.999977831117692	4.43377646150028e-05	2.21688823075014e-05
208	0.99999496791909	1.00641618192196e-05	5.03208090960978e-06
209	0.99999715632387	5.6873522599566e-06	2.8436761299783e-06
210	0.999995244210205	9.51157959059984e-06	4.75578979529992e-06
211	0.999992822390335	1.4355219330748e-05	7.17760966537399e-06
212	0.999997803194905	4.39361019048612e-06	2.19680509524306e-06
213	0.999996340086484	7.31982703189457e-06	3.65991351594729e-06
214	0.999993936925529	1.21261489423799e-05	6.06307447118995e-06
215	0.999990270174064	1.9459651871777e-05	9.7298259358885e-06
216	0.999985837869602	2.83242607965649e-05	1.41621303982824e-05
217	0.999993901882849	1.21962343028074e-05	6.09811715140368e-06
218	0.999989713217453	2.05735650946547e-05	1.02867825473273e-05
219	0.999983401706362	3.31965872763401e-05	1.659829363817e-05
220	0.999975856532084	4.82869358328097e-05	2.41434679164048e-05
221	0.999970352416966	5.92951660690538e-05	2.96475830345269e-05
222	0.999992474027561	1.50519448776407e-05	7.52597243882037e-06
223	0.999993887537053	1.22249258943294e-05	6.11246294716469e-06
224	0.999989458041041	2.10839179182084e-05	1.05419589591042e-05
225	0.999981793351148	3.64132977035325e-05	1.82066488517663e-05
226	0.999973862376329	5.22752473417686e-05	2.61376236708843e-05
227	0.99996315064948	7.36987010402022e-05	3.68493505201011e-05
228	0.999956948928127	8.61021437451279e-05	4.30510718725639e-05
229	0.999927513889246	0.00014497222150839	7.24861107541948e-05
230	0.999956879963376	8.62400732475749e-05	4.31200366237874e-05
231	0.999958348595378	8.33028092435449e-05	4.16514046217724e-05
232	0.999928261329605	0.00014347734078955	7.17386703947748e-05
233	0.999999677190473	6.45619054370868e-07	3.22809527185434e-07
234	0.99999937225832	1.25548336008262e-06	6.27741680041312e-07
235	0.999998754331175	2.49133764978124e-06	1.24566882489062e-06
236	0.999997559044588	4.88191082485698e-06	2.44095541242849e-06
237	0.999999993324166	1.33516676799875e-08	6.67583383999377e-09
238	0.999999984107603	3.17847930239303e-08	1.58923965119652e-08
239	0.999999964833902	7.03321964939287e-08	3.51660982469643e-08
240	0.999999938480697	1.23038606619824e-07	6.1519303309912e-08
241	0.999999866670062	2.66659875586912e-07	1.33329937793456e-07
242	0.999999786124667	4.27750665154258e-07	2.13875332577129e-07
243	0.999999581666674	8.3666665286282e-07	4.1833332643141e-07
244	0.999999095653313	1.80869337419069e-06	9.04346687095346e-07
245	0.999998679107147	2.6417857056795e-06	1.32089285283975e-06
246	0.999997483235704	5.0335285924052e-06	2.5167642962026e-06
247	0.999997731313024	4.53737395161886e-06	2.26868697580943e-06
248	0.999995889639263	8.22072147394009e-06	4.11036073697005e-06
249	0.999992573707552	1.48525848950474e-05	7.42629244752372e-06
250	0.999990806375603	1.83872487948598e-05	9.19362439742992e-06
251	0.999984535905295	3.09281894107658e-05	1.54640947053829e-05
252	0.999974982683592	5.00346328165593e-05	2.50173164082796e-05
253	0.999944572231681	0.000110855536637204	5.54277683186018e-05
254	0.999881920990803	0.000236158018394585	0.000118079009197293
255	0.999890653411204	0.000218693177592734	0.000109346588796367
256	0.999760017576797	0.000479964846405075	0.000239982423202537
257	0.999681456383606	0.00063708723278845	0.000318543616394225
258	0.999787417767744	0.000425164464512882	0.000212582232256441
259	0.999543083805205	0.000913832389589939	0.00045691619479497
260	0.999177169810052	0.00164566037989521	0.000822830189947604
261	0.998762828491088	0.00247434301782487	0.00123717150891243
262	0.997308957268085	0.00538208546382933	0.00269104273191466
263	0.996574260391195	0.0068514792176098	0.0034257396088049
264	0.997067230499267	0.00586553900146497	0.00293276950073249
265	0.995479215535586	0.00904156892882702	0.00452078446441351
266	0.990657392317595	0.0186852153648105	0.00934260768240527
267	0.982213370593203	0.0355732588135949	0.0177866294067974
268	0.968663148834488	0.0626737023310238	0.0313368511655119
269	0.999939221112143	0.000121557775714382	6.07788878571909e-05
270	0.999954842821641	9.0314356718228e-05	4.5157178359114e-05
271	0.99961480774144	0.000770384517120328	0.000385192258560164
272	0.998181995011969	0.00363600997606133	0.00181800498803067

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	202	0.7890625	NOK
5% type I error level	222	0.8671875	NOK
10% type I error level	226	0.8828125	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 & 202 & 0.7890625 & NOK \tabularnewline
5% type I error level & 222 & 0.8671875 & NOK \tabularnewline
10% type I error level & 226 & 0.8828125 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=189987&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]202[/C][C]0.7890625[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]222[/C][C]0.8671875[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]226[/C][C]0.8828125[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=189987&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=189987&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	202	0.7890625	NOK
5% type I error level	222	0.8671875	NOK
10% type I error level	226	0.8828125	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 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;

Parameters (R input):

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

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

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

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code