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Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_multipleregression.wasp

Title produced by software

Multiple Regression

Date of computation

Sun, 11 Dec 2011 09:26:04 -0500

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Dec/11/t1323613590gt89s9w4dmftx0u.htm/, Retrieved Sun, 28 Apr 2024 21:35:31 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=153770, Retrieved Sun, 28 Apr 2024 21:35:31 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

119

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

-     [Kendall tau Correlation Matrix] [] [2010-12-05 17:44:33] [b98453cac15ba1066b407e146608df68]
- RMPD  [Kendall tau Correlation Matrix] [WS10: pearson] [2011-12-11 13:35:32] [17977ad44e8eb3a4dcd5a9173c81cab3]
- RMP       [Multiple Regression] [WS10: MR] [2011-12-11 14:26:04] [dfccbb29b87008a80f95a64515f2b3fe] [Current]
- RM          [Recursive Partitioning (Regression Trees)] [WS10: RT] [2011-12-11 14:37:25] [17977ad44e8eb3a4dcd5a9173c81cab3] 
-   P           [Recursive Partitioning (Regression Trees)] [Paper: RP] [2011-12-18 13:50:11] [17977ad44e8eb3a4dcd5a9173c81cab3] 
- R P           [Recursive Partitioning (Regression Trees)] [] [2011-12-21 23:09:13] [3931071255a6f7f4a767409781cc5f7d] 
-                 [Recursive Partitioning (Regression Trees)] [] [2011-12-21 23:13:35] [3931071255a6f7f4a767409781cc5f7d] 
-                   [Recursive Partitioning (Regression Trees)] [] [2011-12-22 14:46:12] [3931071255a6f7f4a767409781cc5f7d] 
- RM          [Recursive Partitioning (Regression Trees)] [WS10: RP2] [2011-12-11 15:20:26] [17977ad44e8eb3a4dcd5a9173c81cab3] 
- R P           [Recursive Partitioning (Regression Trees)] [] [2011-12-22 14:27:33] [3931071255a6f7f4a767409781cc5f7d] 
- RMPD          [Kendall tau Correlation Matrix] [pearson] [2011-12-22 16:25:44] [141ef847e2c5f8e947fe4eabcb0cf143] 
- RMPD          [Kendall tau Correlation Matrix] [Pearson] [2011-12-22 16:31:12] [141ef847e2c5f8e947fe4eabcb0cf143] 
- RMPD          [Kendall tau Correlation Matrix] [Kendall] [2011-12-22 16:47:26] [141ef847e2c5f8e947fe4eabcb0cf143] 
- R PD          [Recursive Partitioning (Regression Trees)] [regression trees] [2011-12-22 17:19:01] [141ef847e2c5f8e947fe4eabcb0cf143] 
-                 [Recursive Partitioning (Regression Trees)] [categorie] [2011-12-22 18:35:16] [141ef847e2c5f8e947fe4eabcb0cf143] 
-                 [Recursive Partitioning (Regression Trees)] [cross validation] [2011-12-22 19:04:08] [141ef847e2c5f8e947fe4eabcb0cf143] 
- RM          [Recursive Partitioning (Regression Trees)] [WS10: RP3] [2011-12-11 15:23:29] [17977ad44e8eb3a4dcd5a9173c81cab3] 
- R P           [Recursive Partitioning (Regression Trees)] [] [2011-12-22 14:29:48] [3931071255a6f7f4a767409781cc5f7d] 
-                 [Recursive Partitioning (Regression Trees)] [] [2011-12-22 14:48:48] [3931071255a6f7f4a767409781cc5f7d] 
- R PD        [Multiple Regression] [Multiple regression] [2011-12-21 14:53:29] [d95291bc5e09a8bed20558da95617a33] 
- R P           [Multiple Regression] [Multiple Regression] [2011-12-21 14:56:20] [b8fde34a99ee6a7d49500940cae4da2a] 
- RMPD        [Recursive Partitioning (Regression Trees)] [recursive partiti...] [2011-12-21 15:07:18] [d95291bc5e09a8bed20558da95617a33] 
- RM D          [Multiple Regression] [Multiple regression] [2011-12-21 15:43:22] [d95291bc5e09a8bed20558da95617a33] 
- R P             [Multiple Regression] [Multiple Regressi...] [2011-12-21 15:45:05] [b8fde34a99ee6a7d49500940cae4da2a] 
- R P         [Multiple Regression] [] [2011-12-21 23:01:36] [3931071255a6f7f4a767409781cc5f7d] 
-               [Multiple Regression] [] [2011-12-21 23:10:54] [3931071255a6f7f4a767409781cc5f7d] 
-  M              [Multiple Regression] [] [2011-12-22 14:43:54] [3931071255a6f7f4a767409781cc5f7d] 

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1418	210907	56	3	79	30	112285
869	120982	56	4	58	28	84786
1530	176508	54	12	60	38	83123
2172	179321	89	2	108	30	101193
901	123185	40	1	49	22	38361
463	52746	25	3	0	26	68504
3201	385534	92	0	121	25	119182
371	33170	18	0	1	18	22807
1192	101645	63	0	20	11	17140
1583	149061	44	5	43	26	116174
1439	165446	33	0	69	25	57635
1764	237213	84	0	78	38	66198
1495	173326	88	7	86	44	71701
1373	133131	55	7	44	30	57793
2187	258873	60	3	104	40	80444
1491	180083	66	9	63	34	53855
4041	324799	154	0	158	47	97668
1706	230964	53	4	102	30	133824
2152	236785	119	3	77	31	101481
1036	135473	41	0	82	23	99645
1882	202925	61	7	115	36	114789
1929	215147	58	0	101	36	99052
2242	344297	75	1	80	30	67654
1220	153935	33	5	50	25	65553
1289	132943	40	7	83	39	97500
2515	174724	92	0	123	34	69112
2147	174415	100	0	73	31	82753
2352	225548	112	5	81	31	85323
1638	223632	73	0	105	33	72654
1222	124817	40	0	47	25	30727
1812	221698	45	0	105	33	77873
1677	210767	60	3	94	35	117478
1579	170266	62	4	44	42	74007
1731	260561	75	1	114	43	90183
807	84853	31	4	38	30	61542
2452	294424	77	2	107	33	101494
829	101011	34	0	30	13	27570
1940	215641	46	0	71	32	55813
2662	325107	99	0	84	36	79215
186	7176	17	0	0	0	1423
1499	167542	66	2	59	28	55461
865	106408	30	1	33	14	31081
1793	96560	76	0	42	17	22996
2527	265769	146	2	96	32	83122
2747	269651	67	10	106	30	70106
1324	149112	56	6	56	35	60578
2702	175824	107	0	57	20	39992
1383	152871	58	5	59	28	79892
1179	111665	34	4	39	28	49810
2099	116408	61	1	34	39	71570
4308	362301	119	2	76	34	100708
918	78800	42	2	20	26	33032
1831	183167	66	0	91	39	82875
3373	277965	89	8	115	39	139077
1713	150629	44	3	85	33	71595
1438	168809	66	0	76	28	72260
496	24188	24	0	8	4	5950
2253	329267	259	8	79	39	115762
744	65029	17	5	21	18	32551
1161	101097	64	3	30	14	31701
2352	218946	41	1	76	29	80670
2144	244052	68	5	101	44	143558
4691	341570	168	1	94	21	117105
1112	103597	43	1	27	16	23789
2694	233328	132	5	92	28	120733
1973	256462	105	0	123	35	105195
1769	206161	71	12	75	28	73107
3148	311473	112	8	128	38	132068
2474	235800	94	8	105	23	149193
2084	177939	82	8	55	36	46821
1954	207176	70	8	56	32	87011
1226	196553	57	2	41	29	95260
1389	174184	53	0	72	25	55183
1496	143246	103	5	67	27	106671
2269	187559	121	8	75	36	73511
1833	187681	62	2	114	28	92945
1268	119016	52	5	118	23	78664
1943	182192	52	12	77	40	70054
893	73566	32	6	22	23	22618
1762	194979	62	7	66	40	74011
1403	167488	45	2	69	28	83737
1425	143756	46	0	105	34	69094
1857	275541	63	4	116	33	93133
1840	243199	75	3	88	28	95536
1502	182999	88	6	73	34	225920
1441	135649	46	2	99	30	62133
1420	152299	53	0	62	33	61370
1416	120221	37	1	53	22	43836
2970	346485	90	0	118	38	106117
1317	145790	63	5	30	26	38692
1644	193339	78	2	100	35	84651
870	80953	25	0	49	8	56622
1654	122774	45	0	24	24	15986
1054	130585	46	5	67	29	95364
937	112611	41	0	46	20	26706
3004	286468	144	1	57	29	89691
2008	241066	82	0	75	45	67267
2547	148446	91	1	135	37	126846
1885	204713	71	1	68	33	41140
1626	182079	63	2	124	33	102860
1468	140344	53	6	33	25	51715
2445	220516	62	1	98	32	55801
1964	243060	63	4	58	29	111813
1381	162765	32	2	68	28	120293
1369	182613	39	3	81	28	138599
1659	232138	62	0	131	31	161647
2888	265318	117	10	110	52	115929
1290	85574	34	0	37	21	24266
2845	310839	92	9	130	24	162901
1982	225060	93	7	93	41	109825
1904	232317	54	0	118	33	129838
1391	144966	144	0	39	32	37510
602	43287	14	4	13	19	43750
1743	155754	61	4	74	20	40652
1559	164709	109	0	81	31	87771
2014	201940	38	0	109	31	85872
2143	235454	73	0	151	32	89275
2146	220801	75	1	51	18	44418
874	99466	50	0	28	23	192565
1590	92661	61	1	40	17	35232
1590	133328	55	0	56	20	40909
1210	61361	77	0	27	12	13294
2072	125930	75	4	37	17	32387
1281	100750	72	0	83	30	140867
1401	224549	50	4	54	31	120662
834	82316	32	4	27	10	21233
1105	102010	53	3	28	13	44332
1272	101523	42	0	59	22	61056
1944	243511	71	0	133	42	101338
391	22938	10	0	12	1	1168
761	41566	35	5	0	9	13497
1605	152474	65	0	106	32	65567
530	61857	25	4	23	11	25162
1988	99923	66	0	44	25	32334
1386	132487	41	0	71	36	40735
2395	317394	86	1	116	31	91413
387	21054	16	0	4	0	855
1742	209641	42	5	62	24	97068
620	22648	19	0	12	13	44339
449	31414	19	0	18	8	14116
800	46698	45	0	14	13	10288
1684	131698	65	0	60	19	65622
1050	91735	35	0	7	18	16563
2699	244749	95	2	98	33	76643
1606	184510	49	7	64	40	110681
1502	79863	37	1	29	22	29011
1204	128423	64	8	32	38	92696
1138	97839	38	2	25	24	94785
568	38214	34	0	16	8	8773
1459	151101	32	2	48	35	83209
2158	272458	65	0	100	43	93815
1111	172494	52	0	46	43	86687
1421	108043	62	1	45	14	34553
2833	328107	65	3	129	41	105547
1955	250579	83	0	130	38	103487
2922	351067	95	3	136	45	213688
1002	158015	29	0	59	31	71220
1060	98866	18	0	25	13	23517
956	85439	33	0	32	28	56926
2186	229242	247	4	63	31	91721
3604	351619	139	4	95	40	115168
1035	84207	29	11	14	30	111194
1417	120445	118	0	36	16	51009
3261	324598	110	0	113	37	135777
1587	131069	67	4	47	30	51513
1424	204271	42	0	92	35	74163
1701	165543	65	1	70	32	51633
1249	141722	94	0	19	27	75345
946	116048	64	0	50	20	33416
1926	250047	81	0	41	18	83305
3352	299775	95	9	91	31	98952
1641	195838	67	1	111	31	102372
2035	173260	63	3	41	21	37238
2312	254488	83	10	120	39	103772
1369	104389	45	5	135	41	123969
1577	136084	30	0	27	13	27142
2201	199476	70	2	87	32	135400
961	92499	32	0	25	18	21399
1900	224330	83	1	131	39	130115
1254	135781	31	2	45	14	24874
1335	74408	67	4	29	7	34988
1597	81240	66	0	58	17	45549
207	14688	10	0	4	0	6023
1645	181633	70	2	47	30	64466
2429	271856	103	1	109	37	54990
151	7199	5	0	7	0	1644
474	46660	20	0	12	5	6179
141	17547	5	0	0	1	3926
1639	133368	36	1	37	16	32755
872	95227	34	0	37	32	34777
1318	152601	48	2	46	24	73224
1018	98146	40	0	15	17	27114
1383	79619	43	3	42	11	20760
1314	59194	31	6	7	24	37636
1335	139942	42	0	54	22	65461
1403	118612	46	2	54	12	30080
910	72880	33	0	14	19	24094
616	65475	18	2	16	13	69008
1407	99643	55	1	33	17	54968
771	71965	35	1	32	15	46090
766	77272	59	2	21	16	27507
473	49289	19	1	15	24	10672
1376	135131	66	0	38	15	34029
1232	108446	60	1	22	17	46300
1521	89746	36	3	28	18	24760
572	44296	25	0	10	20	18779
1059	77648	47	0	31	16	21280
1544	181528	54	0	32	16	40662
1230	134019	53	0	32	18	28987
1206	124064	40	1	43	22	22827
1205	92630	40	4	27	8	18513
1255	121848	39	0	37	17	30594
613	52915	14	0	20	18	24006
721	81872	45	0	32	16	27913
1109	58981	36	7	0	23	42744
740	53515	28	2	5	22	12934
1126	60812	44	0	26	13	22574
728	56375	30	7	10	13	41385
689	65490	22	3	27	16	18653
592	80949	17	0	11	16	18472
995	76302	31	0	29	20	30976
1613	104011	55	6	25	22	63339
2048	98104	54	2	55	17	25568
705	67989	21	0	23	18	33747
301	30989	14	0	5	17	4154
1803	135458	81	3	43	12	19474
799	73504	35	0	23	7	35130
861	63123	43	1	34	17	39067
1186	61254	46	1	36	14	13310
1451	74914	30	0	35	23	65892
628	31774	23	1	0	17	4143
1161	81437	38	0	37	14	28579
1463	87186	54	0	28	15	51776
742	50090	20	0	16	17	21152
979	65745	53	0	26	21	38084
675	56653	45	0	38	18	27717
1241	158399	39	0	23	18	32928
676	46455	20	0	22	17	11342
1049	73624	24	0	30	17	19499
620	38395	31	0	16	16	16380
1081	91899	35	0	18	15	36874
1688	139526	151	0	28	21	48259
736	52164	52	0	32	16	16734
617	51567	30	2	21	14	28207
812	70551	31	0	23	15	30143
1051	84856	29	1	29	17	41369
1656	102538	57	1	50	15	45833
705	86678	40	0	12	15	29156
945	85709	44	0	21	10	35944
554	34662	25	0	18	6	36278
1597	150580	77	0	27	22	45588
982	99611	35	0	41	21	45097
222	19349	11	0	13	1	3895
1212	99373	63	1	12	18	28394
1143	86230	44	0	21	17	18632
435	30837	19	0	8	4	2325
532	31706	13	0	26	10	25139
882	89806	42	0	27	16	27975
608	62088	38	1	13	16	14483
459	40151	29	0	16	9	13127
578	27634	20	0	2	16	5839
826	76990	27	0	42	17	24069
509	37460	20	0	5	7	3738
717	54157	19	0	37	15	18625
637	49862	37	0	17	14	36341
857	84337	26	0	38	14	24548
830	64175	42	0	37	18	21792
652	59382	49	0	29	12	26263
707	119308	30	0	32	16	23686
954	76702	49	0	35	21	49303
1461	103425	67	1	17	19	25659
672	70344	28	0	20	16	28904
778	43410	19	0	7	1	2781
1141	104838	49	1	46	16	29236
680	62215	27	0	24	10	19546
1090	69304	30	6	40	19	22818
616	53117	22	3	3	12	32689
285	19764	12	1	10	2	5752
1145	86680	31	2	37	14	22197
733	84105	20	0	17	17	20055
888	77945	20	0	28	19	25272
849	89113	39	0	19	14	82206
1182	91005	29	3	29	11	32073
528	40248	16	1	8	4	5444
642	64187	27	0	10	16	20154
947	50857	21	0	15	20	36944
819	56613	19	1	15	12	8019
757	62792	35	0	28	15	30884
894	72535	14	0	17	16	19540

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	9 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 & 9 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153770&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]9 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=153770&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153770&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	9 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

Multiple Linear Regression - Estimated Regression Equation
totsize[t] = -278.395639082987 -10.6874050962482pageviews[t] + 0.173435619449412time[t] + 71.4209960111051logins[t] + 2235.72346610234shared[t] + 419.874986828501blogged[t] + 810.264470087121reviewed[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
totsize[t] =  -278.395639082987 -10.6874050962482pageviews[t] +  0.173435619449412time[t] +  71.4209960111051logins[t] +  2235.72346610234shared[t] +  419.874986828501blogged[t] +  810.264470087121reviewed[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153770&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]totsize[t] =  -278.395639082987 -10.6874050962482pageviews[t] +  0.173435619449412time[t] +  71.4209960111051logins[t] +  2235.72346610234shared[t] +  419.874986828501blogged[t] +  810.264470087121reviewed[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=153770&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153770&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
totsize[t] = -278.395639082987 -10.6874050962482pageviews[t] + 0.173435619449412time[t] + 71.4209960111051logins[t] + 2235.72346610234shared[t] + 419.874986828501blogged[t] + 810.264470087121reviewed[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)	-278.395639082987	3712.365118	-0.075	0.940275	0.470137
pageviews	-10.6874050962482	4.536715	-2.3558	0.01917	0.009585
time	0.173435619449412	0.045681	3.7966	0.00018	9e-05
logins	71.4209960111051	63.222007	1.1297	0.259569	0.129784
shared	2235.72346610234	551.722012	4.0523	6.6e-05	3.3e-05
blogged	419.874986828501	73.251881	5.7319	0	0
reviewed	810.264470087121	224.286487	3.6126	0.000359	0.000179

\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) & -278.395639082987 & 3712.365118 & -0.075 & 0.940275 & 0.470137 \tabularnewline
pageviews & -10.6874050962482 & 4.536715 & -2.3558 & 0.01917 & 0.009585 \tabularnewline
time & 0.173435619449412 & 0.045681 & 3.7966 & 0.00018 & 9e-05 \tabularnewline
logins & 71.4209960111051 & 63.222007 & 1.1297 & 0.259569 & 0.129784 \tabularnewline
shared & 2235.72346610234 & 551.722012 & 4.0523 & 6.6e-05 & 3.3e-05 \tabularnewline
blogged & 419.874986828501 & 73.251881 & 5.7319 & 0 & 0 \tabularnewline
reviewed & 810.264470087121 & 224.286487 & 3.6126 & 0.000359 & 0.000179 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153770&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]-278.395639082987[/C][C]3712.365118[/C][C]-0.075[/C][C]0.940275[/C][C]0.470137[/C][/ROW]
[ROW][C]pageviews[/C][C]-10.6874050962482[/C][C]4.536715[/C][C]-2.3558[/C][C]0.01917[/C][C]0.009585[/C][/ROW]
[ROW][C]time[/C][C]0.173435619449412[/C][C]0.045681[/C][C]3.7966[/C][C]0.00018[/C][C]9e-05[/C][/ROW]
[ROW][C]logins[/C][C]71.4209960111051[/C][C]63.222007[/C][C]1.1297[/C][C]0.259569[/C][C]0.129784[/C][/ROW]
[ROW][C]shared[/C][C]2235.72346610234[/C][C]551.722012[/C][C]4.0523[/C][C]6.6e-05[/C][C]3.3e-05[/C][/ROW]
[ROW][C]blogged[/C][C]419.874986828501[/C][C]73.251881[/C][C]5.7319[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]reviewed[/C][C]810.264470087121[/C][C]224.286487[/C][C]3.6126[/C][C]0.000359[/C][C]0.000179[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=153770&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153770&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)	-278.395639082987	3712.365118	-0.075	0.940275	0.470137
pageviews	-10.6874050962482	4.536715	-2.3558	0.01917	0.009585
time	0.173435619449412	0.045681	3.7966	0.00018	9e-05
logins	71.4209960111051	63.222007	1.1297	0.259569	0.129784
shared	2235.72346610234	551.722012	4.0523	6.6e-05	3.3e-05
blogged	419.874986828501	73.251881	5.7319	0	0
reviewed	810.264470087121	224.286487	3.6126	0.000359	0.000179

Multiple Linear Regression - Regression Statistics
Multiple R	0.822287403964787
R-squared	0.676156574719149
Adjusted R-squared	0.669266289074875
F-TEST (value)	98.1318641384784
F-TEST (DF numerator)	6
F-TEST (DF denominator)	282
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	23247.8673932868
Sum Squared Residuals	152410661410.709

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.822287403964787 \tabularnewline
R-squared & 0.676156574719149 \tabularnewline
Adjusted R-squared & 0.669266289074875 \tabularnewline
F-TEST (value) & 98.1318641384784 \tabularnewline
F-TEST (DF numerator) & 6 \tabularnewline
F-TEST (DF denominator) & 282 \tabularnewline
p-value & 0 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation & 23247.8673932868 \tabularnewline
Sum Squared Residuals & 152410661410.709 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153770&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.822287403964787[/C][/ROW]
[ROW][C]R-squared[/C][C]0.676156574719149[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.669266289074875[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]98.1318641384784[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]6[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]282[/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]23247.8673932868[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]152410661410.709[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=153770&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153770&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	0.822287403964787
R-squared	0.676156574719149
Adjusted R-squared	0.669266289074875
F-TEST (value)	98.1318641384784
F-TEST (DF numerator)	6
F-TEST (DF denominator)	282
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	23247.8673932868
Sum Squared Residuals	152410661410.709

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	InterpolationForecast	ResidualsPrediction Error
1	112285	89330.4543626484	22954.5456373516
2	84786	71399.4614840298	13386.5385159702
3	83123	100650.613332283	-17527.6133322825
4	101193	88091.5574644387	13101.4425355613
5	38361	54949.1751541329	-16588.1751541329
6	68504	33480.9425056826	35023.0574943174
7	119182	110008.765548084	9173.23445191561
8	22807	17799.6499439425	5007.35005605748
9	17140	26421.0126813526	-9281.01268135263
10	116174	62098.5707751959	54075.4292248041
11	57635	64621.5366345543	-6986.53663455432
12	66198	91549.867868455	-25351.867868455
13	71701	107500.833381493	-35799.8333814927
14	57793	70498.1071830827	-12705.1071830827
15	80444	108316.056121772	-27872.0561217721
16	53855	93855.9031045311	-40000.9031045311
17	97668	128287.027527236	-30619.0275272356
18	133824	101409.66508935	32414.3349106498
19	101481	90444.1032272437	11036.8967727563
20	99645	68139.3889232702	31505.6110767298
21	114789	112264.220474358	2524.77952564245
22	99052	92139.0655093959	6912.9344906041
23	67654	100964.036820532	-33310.0368205316
24	65553	68166.6535159207	-2613.65351592067
25	97500	93959.4330916401	3540.56690835987
26	69112	88910.4927124212	-19798.4927124212
27	82753	69936.6913978332	12816.3086021668
28	85323	92008.726059682	-6685.72605968201
29	72654	97040.7231006516	-24386.7231006516
30	30727	51156.8850196807	-20429.8850196808
31	77873	92845.9022375783	-14972.9022375783
32	117478	97173.2665929046	20304.7334070954
33	74007	78252.9836763257	-4245.98367632569
34	90183	116711.6834578	-26528.6834578001
35	61542	57233.529408236	4308.47059176404
36	101494	106215.910614274	-4721.91061427444
37	27570	33938.652472697	-6368.65247269699
38	55813	75412.8218120084	-19599.8218120084
39	79215	99166.5643488741	-19951.5643488741
40	1423	192.477950372628	1230.52204962737
41	55461	69404.1967296929	-13943.1967296929
42	31081	38509.8668400311	-7428.86684003107
43	22996	34143.2715725013	-11147.2715725013
44	83122	99943.7169562986	-16821.7169562986
45	70106	113087.514881879	-42981.5148818787
46	60578	80718.9843895063	-20140.9843895063
47	39992	49118.590369083	-9126.59036908304
48	79892	74235.2641781335	5656.73582186646
49	49810	56921.5795757968	-7111.57957579684
50	71570	49946.5027611057	21623.4972388943
51	100708	88946.1980078756	11761.8019921244
52	33032	40512.7980186811	-7480.7980186811
53	82875	86443.3716089012	-3568.37160890124
54	139077	116010.21312401	23066.78687599
55	71595	79816.3089691825	-8221.30896918254
56	72260	72942.2992142863	-682.299214286272
57	5950	6929.87387566332	-979.873875663317
58	115762	133903.770776864	-18141.7707768636
59	32551	38843.4293141514	-6292.42931415135
60	31701	40065.4141927425	-8364.41419274253
61	80670	73130.0156445624	7539.98435543756
62	143558	113229.373045207	30328.6269547925
63	117105	79545.645019429	37559.354980571
64	23789	35412.3022223331	-11623.3022223331
65	120733	93319.2140011558	27413.7859988442
66	105195	110618.084355375	-5423.08435537526
67	73107	102648.846971558	-29541.8469715576
68	132068	130517.153274116	1550.84672588445
69	149193	101499.401001829	47693.5989981707
70	46821	84314.9674299779	-37493.9674299779
71	87011	87096.8324526794	-85.8324526794029
72	95260	69963.1248198897	25296.8751801103
73	55183	69359.4322128233	-14176.4322128233
74	106671	77120.9498100975	29550.0501899025
75	73511	95189.1667272785	-21678.1667272785
76	92945	92134.8636591608	810.136340839182
77	78664	89885.4287641215	-11221.4287641215
78	70054	105838.084812719	-35784.084812719
79	22618	46509.861581583	-23891.861581583
80	74011	94907.1941755254	-20896.1941755254
81	83737	73119.7310475343	10617.2689524657
82	69094	84345.6944247985	-15251.6944247985
83	93133	116550.359713985	-23417.3597139846
84	95536	93936.2973007852	1599.70269921479
85	225920	93306.9212970091	132613.078702991
86	62133	81479.7925072674	-19346.7925072674
87	61370	67515.8500156012	-6145.85001560119
88	43836	50396.3353127978	-6560.33531279777
89	106117	114836.039780063	-8719.03978006251
90	38692	60272.7367150194	-21580.7367150194
91	84651	96072.419368385	-11421.419368385
92	56622	33305.2106440405	23316.7893559595
93	15986	36075.3128604793	-20089.3128604793
94	95364	77198.4466523315	18165.5533476685
95	26706	47686.0639598589	-20980.063959859
96	89691	77251.2852576741	12439.7147423259
97	67267	93879.7728048112	-26612.7728048112
98	126846	93644.5502637443	33201.4497362557
99	41140	77677.2125189405	-36537.2125189405
100	102860	101697.06338866	1162.9366113397
101	51715	59685.2821583541	-7970.2821583541
102	55801	85576.2649298685	-29775.2649298685
103	111813	82179.6378969482	29633.3621030518
104	120293	71187.3695940193	49105.6304059807
105	138599	82952.0138969567	55646.9861030432
106	161647	106802.120733912	54844.8792660883
107	115929	133905.462314019	-17976.4623140194
108	24266	35755.6737343825	-11489.6737343825
109	162901	123948.829773865	38952.1702261346
110	109825	112134.021913809	-2309.02191380942
111	129838	99805.5376045272	30032.4623954728
112	37510	62585.9028358378	-25075.9028358378
113	43750	31591.4817210729	12158.5182789271
114	40652	68682.3617980184	-28030.3617980184
115	87771	78539.3083307791	9231.69166922096
116	85872	86819.3294741167	-947.329474116729
117	89275	112197.924344201	-22922.9243442011
118	44418	58671.8741911749	-14253.8741911749
119	192565	41595.3918747084	150969.608125292
120	35232	35961.2478790852	-729.247879085209
121	40909	49498.8979725828	-8589.89797258284
122	13294	23991.2422177622	-10697.2422177622
123	32387	43027.3876281331	-10640.3876281331
124	140867	67804.5468143301	73062.4531856699
125	120662	83998.7362592237	36663.2637407763
126	21233	35752.4700432493	-14519.4700432493
127	44332	38386.6101988235	5945.38980117654
128	61056	49333.0538691166	11722.9461308834
129	101338	116124.141690194	-14786.1416901944
130	1168	6084.06947935478	-4916.06947935478
131	13497	19768.2464623909	-6271.24646239089
132	65567	84090.3182086991	-18523.3182086991
133	25162	34083.9394048886	-8921.93940488858
134	32334	39250.1473411842	-6916.14734118422
135	40735	69795.7316359265	-29060.7316359265
136	91413	111374.320322793	-19961.3203227934
137	855	2059.32800404858	-1204.32800404858
138	97068	77120.2570086829	19947.7429913171
139	44339	13952.319987819	30386.680012181
140	14116	15768.1304699064	-1652.13046990639
141	10288	18896.4095881984	-8608.40958819843
142	65622	49795.0272711709	15826.9727288291
143	16563	24433.5657898046	-7870.5657898046
144	76643	92467.410206095	-15824.410206095
145	110681	92990.5089487228	17690.4910512772
146	29011	32400.7040608971	-3389.70406089705
147	92696	75809.8720969381	16886.1279030619
148	94785	41656.7716661277	53128.2283338723
149	8773	15907.2564422184	-7134.25644221844
150	83209	65605.1504852938	17603.8495147062
151	93815	105383.341804479	-11568.3418044794
152	86687	75634.0144407268	11052.9855592732
153	34553	40175.2085586142	-5622.20855861424
154	105547	125083.878227411	-19536.8782274115
155	103487	113588.792303703	-10101.7923037034
156	213688	136437.593664885	77250.406335115
157	71220	68380.2855416795	2839.71445832051
158	23517	27855.7316214245	-4338.73162142449
159	56926	42802.9085883599	14123.0914116401
160	91721	94271.8677163892	-2550.86771638918
161	115168	113356.570331367	1811.42966863331
162	111194	60114.9842229372	51079.0157770628
163	51009	41974.4131006481	9034.58689935188
164	135777	106448.800010157	29328.1999898425
165	51513	63262.8847594927	-11749.8847594927
166	74163	89918.0439981481	-15755.0439981481
167	51633	72451.1813703199	-20818.1813703199
168	75345	47521.0173224503	27823.9826775497
169	33416	51508.1583936098	-18092.1583936098
170	83305	60089.4540804463	23215.5459195537
171	98952	106122.413488811	-7170.4134888109
172	102372	94894.1097492184	7477.89025078163
173	37238	53459.3118946618	-16221.3118946618
174	103772	129420.097783596	-25648.0977835961
175	123969	107491.846309289	16477.1536907111
176	27142	30482.0719971227	-3340.07199712266
177	135400	82723.3729192151	52676.6270807849
178	21399	32860.7364315097	-11461.7364315097
179	130115	113089.950932087	17025.0490679126
180	24874	46792.4350117335	-21918.4350117335
181	34988	29935.2426352073	5052.75736479269
182	45549	39584.7591105459	5964.24088945407
183	6023	2450.44379189166	3572.55620810834
184	64466	67155.429981579	-2689.42998157898
185	54990	106249.656155946	-51259.6561559457
186	1644	2652.59910365489	-1008.59910365489
187	6179	13266.5224614047	-7087.52246140465
188	3926	2425.3245069675	1500.6754930325
189	32755	38642.194459446	-5887.194459446
190	34777	50810.0922701177	-16033.0922701177
191	73224	58762.3048246013	14461.6951753987
192	27114	28793.2989137711	-1679.29891377113
193	20760	35075.6255422884	-14315.6255422884
194	37636	33958.5659849841	3677.43401501589
195	65461	53223.5954775374	12237.4045224626
196	30080	45451.9563835145	-15371.9563835145
197	24094	26266.2212844251	-2172.2212844251
198	69008	27502.3227658715	41505.6772341285
199	54968	35760.3196228283	19207.6803771717
200	46090	34288.3343416964	11801.6656583035
201	27507	35403.6611849382	-7896.6611849382
202	10672	32552.1244722655	-21880.1244722655
203	34029	41275.2659278208	-7246.26592782078
204	46300	34895.8493976269	11404.1506023731
205	24760	34650.8006601035	-9890.80066010346
206	18779	23480.4770152993	-4701.47701529927
207	21280	31207.7142685975	-9927.71426859753
208	40662	44960.6369042283	-4298.6369042283
209	28987	41625.8372041913	-12638.8372041913
210	22827	49322.7165883023	-26495.7165883023
211	18513	32527.096759457	-14014.096759457
212	30594	39536.9836723662	-8942.98367236618
213	24006	26329.7249823762	-2323.72498237618
214	27913	35829.68224249	-7916.68224249002
215	42744	34955.9813110435	7788.0186889565
216	12934	27490.7598611034	-14556.7598611034
217	22574	22827.2647056614	-253.264705661427
218	41385	34243.488619776	7141.51138022396
219	18653	36295.5694436588	-17642.5694436588
220	18472	26231.1138114448	-7759.11381144477
221	30976	32916.8358214923	-1940.83582149231
222	63339	46187.2207450755	17151.7792549245
223	25568	40044.3277181188	-14476.3277181188
224	33747	29720.424173665	4026.57582633498
225	4154	18753.0567078432	-14599.0567078432
226	19474	44215.5242616375	-24741.5242616375
227	35130	21759.2903090783	13370.7096909217
228	39067	34824.5970177825	4242.4029822175
229	13310	29650.2587401799	-16340.2587401799
230	65892	32681.2727930286	33210.7272069714
231	4143	16173.5596986976	-12030.5596986976
232	28579	31030.6785275709	-2451.67852757085
233	51776	26974.2890895269	24801.7109104731
234	21152	22399.8556586811	-1247.85565868109
235	38084	32378.7758903508	5705.22410964923
236	27717	36087.208851168	-8370.20885116796
237	32928	40957.8673246972	-8029.86732469721
238	11342	24994.0358393059	-13652.0358393059
239	19499	29364.3899618988	-9865.38996189878
240	16380	21650.7559969975	-5270.75599699753
241	36874	26318.5311182627	10555.4688817373
242	48259	45436.6666984532	2822.33330154683
243	16734	31016.8927555209	-14282.8927555209
244	28207	28846.1841218358	-639.184121835756
245	30143	27304.6304352455	2838.36956475445
246	41369	33463.9974886914	7905.00251130856
247	45833	39261.439700101	6571.560299899
248	29156	27269.3431243912	1886.6568756088
249	35944	24549.5433011105	11394.4566988895
250	36278	14017.2688626644	22260.7311373356
251	45588	43431.6136780424	2156.38632195761
252	45097	43232.8312375634	1864.16876243658
253	3895	7759.07648525638	-3864.07648525638
254	28394	30361.7937141228	-1967.79371412278
255	18632	28195.6483403963	-9563.64834039634
256	2325	8377.87404019806	-6052.87404019806
257	25139	19482.7219065326	5656.27809346736
258	27975	33171.4103045299	-5196.41030452988
259	14483	27364.260467462	-12881.260467462
260	13127	17861.2878826146	-4734.28788261459
261	5839	13569.4055384237	-7730.40553842367
262	24069	37584.2284234042	-13515.2284234042
263	3738	9978.25961647612	-6240.25961647612
264	18625	30497.8282376012	-11872.8282376012
265	36341	22685.7283813086	13655.2716186914
266	24548	34345.4360079288	-9797.43600792883
267	21792	35101.1058158862	-13309.1058158862
268	26263	28451.5472559243	-2188.54725592431
269	23686	41400.7268233791	-17714.7268233791
270	49303	38039.4859974763	11263.5140025237
271	25659	31598.71436344	-5939.71436344005
272	28904	28101.3424970626	802.657502937431
273	2781	4042.03173843254	-1261.03173843254
274	29236	43723.7518040867	-14487.7518040867
275	19546	23352.4772365685	-3806.47723656848
276	22818	47839.1100580711	-25021.1100580711
277	32689	21611.7735320048	11077.2264679952
278	5752	9015.52971797932	-3263.52971797932
279	22197	36082.499922011	-13885.499922011
280	20055	28815.3298869476	-8760.32988694756
281	25272	32329.5724765085	-7057.57247650847
282	82206	28210.1119655921	53995.8880344079
283	32073	32740.2631567593	-667.26315675931
284	5444	11037.6084589544	-5593.60845895442
285	20154	23083.9506767039	-2929.95067670388
286	36944	22424.3021535119	14519.6978464881
287	8019	20401.3511447656	-12382.3511447656
288	30884	28931.8096624181	1952.19033758187
289	19540	23849.2171032682	-4309.21710326816

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 112285 & 89330.4543626484 & 22954.5456373516 \tabularnewline
2 & 84786 & 71399.4614840298 & 13386.5385159702 \tabularnewline
3 & 83123 & 100650.613332283 & -17527.6133322825 \tabularnewline
4 & 101193 & 88091.5574644387 & 13101.4425355613 \tabularnewline
5 & 38361 & 54949.1751541329 & -16588.1751541329 \tabularnewline
6 & 68504 & 33480.9425056826 & 35023.0574943174 \tabularnewline
7 & 119182 & 110008.765548084 & 9173.23445191561 \tabularnewline
8 & 22807 & 17799.6499439425 & 5007.35005605748 \tabularnewline
9 & 17140 & 26421.0126813526 & -9281.01268135263 \tabularnewline
10 & 116174 & 62098.5707751959 & 54075.4292248041 \tabularnewline
11 & 57635 & 64621.5366345543 & -6986.53663455432 \tabularnewline
12 & 66198 & 91549.867868455 & -25351.867868455 \tabularnewline
13 & 71701 & 107500.833381493 & -35799.8333814927 \tabularnewline
14 & 57793 & 70498.1071830827 & -12705.1071830827 \tabularnewline
15 & 80444 & 108316.056121772 & -27872.0561217721 \tabularnewline
16 & 53855 & 93855.9031045311 & -40000.9031045311 \tabularnewline
17 & 97668 & 128287.027527236 & -30619.0275272356 \tabularnewline
18 & 133824 & 101409.66508935 & 32414.3349106498 \tabularnewline
19 & 101481 & 90444.1032272437 & 11036.8967727563 \tabularnewline
20 & 99645 & 68139.3889232702 & 31505.6110767298 \tabularnewline
21 & 114789 & 112264.220474358 & 2524.77952564245 \tabularnewline
22 & 99052 & 92139.0655093959 & 6912.9344906041 \tabularnewline
23 & 67654 & 100964.036820532 & -33310.0368205316 \tabularnewline
24 & 65553 & 68166.6535159207 & -2613.65351592067 \tabularnewline
25 & 97500 & 93959.4330916401 & 3540.56690835987 \tabularnewline
26 & 69112 & 88910.4927124212 & -19798.4927124212 \tabularnewline
27 & 82753 & 69936.6913978332 & 12816.3086021668 \tabularnewline
28 & 85323 & 92008.726059682 & -6685.72605968201 \tabularnewline
29 & 72654 & 97040.7231006516 & -24386.7231006516 \tabularnewline
30 & 30727 & 51156.8850196807 & -20429.8850196808 \tabularnewline
31 & 77873 & 92845.9022375783 & -14972.9022375783 \tabularnewline
32 & 117478 & 97173.2665929046 & 20304.7334070954 \tabularnewline
33 & 74007 & 78252.9836763257 & -4245.98367632569 \tabularnewline
34 & 90183 & 116711.6834578 & -26528.6834578001 \tabularnewline
35 & 61542 & 57233.529408236 & 4308.47059176404 \tabularnewline
36 & 101494 & 106215.910614274 & -4721.91061427444 \tabularnewline
37 & 27570 & 33938.652472697 & -6368.65247269699 \tabularnewline
38 & 55813 & 75412.8218120084 & -19599.8218120084 \tabularnewline
39 & 79215 & 99166.5643488741 & -19951.5643488741 \tabularnewline
40 & 1423 & 192.477950372628 & 1230.52204962737 \tabularnewline
41 & 55461 & 69404.1967296929 & -13943.1967296929 \tabularnewline
42 & 31081 & 38509.8668400311 & -7428.86684003107 \tabularnewline
43 & 22996 & 34143.2715725013 & -11147.2715725013 \tabularnewline
44 & 83122 & 99943.7169562986 & -16821.7169562986 \tabularnewline
45 & 70106 & 113087.514881879 & -42981.5148818787 \tabularnewline
46 & 60578 & 80718.9843895063 & -20140.9843895063 \tabularnewline
47 & 39992 & 49118.590369083 & -9126.59036908304 \tabularnewline
48 & 79892 & 74235.2641781335 & 5656.73582186646 \tabularnewline
49 & 49810 & 56921.5795757968 & -7111.57957579684 \tabularnewline
50 & 71570 & 49946.5027611057 & 21623.4972388943 \tabularnewline
51 & 100708 & 88946.1980078756 & 11761.8019921244 \tabularnewline
52 & 33032 & 40512.7980186811 & -7480.7980186811 \tabularnewline
53 & 82875 & 86443.3716089012 & -3568.37160890124 \tabularnewline
54 & 139077 & 116010.21312401 & 23066.78687599 \tabularnewline
55 & 71595 & 79816.3089691825 & -8221.30896918254 \tabularnewline
56 & 72260 & 72942.2992142863 & -682.299214286272 \tabularnewline
57 & 5950 & 6929.87387566332 & -979.873875663317 \tabularnewline
58 & 115762 & 133903.770776864 & -18141.7707768636 \tabularnewline
59 & 32551 & 38843.4293141514 & -6292.42931415135 \tabularnewline
60 & 31701 & 40065.4141927425 & -8364.41419274253 \tabularnewline
61 & 80670 & 73130.0156445624 & 7539.98435543756 \tabularnewline
62 & 143558 & 113229.373045207 & 30328.6269547925 \tabularnewline
63 & 117105 & 79545.645019429 & 37559.354980571 \tabularnewline
64 & 23789 & 35412.3022223331 & -11623.3022223331 \tabularnewline
65 & 120733 & 93319.2140011558 & 27413.7859988442 \tabularnewline
66 & 105195 & 110618.084355375 & -5423.08435537526 \tabularnewline
67 & 73107 & 102648.846971558 & -29541.8469715576 \tabularnewline
68 & 132068 & 130517.153274116 & 1550.84672588445 \tabularnewline
69 & 149193 & 101499.401001829 & 47693.5989981707 \tabularnewline
70 & 46821 & 84314.9674299779 & -37493.9674299779 \tabularnewline
71 & 87011 & 87096.8324526794 & -85.8324526794029 \tabularnewline
72 & 95260 & 69963.1248198897 & 25296.8751801103 \tabularnewline
73 & 55183 & 69359.4322128233 & -14176.4322128233 \tabularnewline
74 & 106671 & 77120.9498100975 & 29550.0501899025 \tabularnewline
75 & 73511 & 95189.1667272785 & -21678.1667272785 \tabularnewline
76 & 92945 & 92134.8636591608 & 810.136340839182 \tabularnewline
77 & 78664 & 89885.4287641215 & -11221.4287641215 \tabularnewline
78 & 70054 & 105838.084812719 & -35784.084812719 \tabularnewline
79 & 22618 & 46509.861581583 & -23891.861581583 \tabularnewline
80 & 74011 & 94907.1941755254 & -20896.1941755254 \tabularnewline
81 & 83737 & 73119.7310475343 & 10617.2689524657 \tabularnewline
82 & 69094 & 84345.6944247985 & -15251.6944247985 \tabularnewline
83 & 93133 & 116550.359713985 & -23417.3597139846 \tabularnewline
84 & 95536 & 93936.2973007852 & 1599.70269921479 \tabularnewline
85 & 225920 & 93306.9212970091 & 132613.078702991 \tabularnewline
86 & 62133 & 81479.7925072674 & -19346.7925072674 \tabularnewline
87 & 61370 & 67515.8500156012 & -6145.85001560119 \tabularnewline
88 & 43836 & 50396.3353127978 & -6560.33531279777 \tabularnewline
89 & 106117 & 114836.039780063 & -8719.03978006251 \tabularnewline
90 & 38692 & 60272.7367150194 & -21580.7367150194 \tabularnewline
91 & 84651 & 96072.419368385 & -11421.419368385 \tabularnewline
92 & 56622 & 33305.2106440405 & 23316.7893559595 \tabularnewline
93 & 15986 & 36075.3128604793 & -20089.3128604793 \tabularnewline
94 & 95364 & 77198.4466523315 & 18165.5533476685 \tabularnewline
95 & 26706 & 47686.0639598589 & -20980.063959859 \tabularnewline
96 & 89691 & 77251.2852576741 & 12439.7147423259 \tabularnewline
97 & 67267 & 93879.7728048112 & -26612.7728048112 \tabularnewline
98 & 126846 & 93644.5502637443 & 33201.4497362557 \tabularnewline
99 & 41140 & 77677.2125189405 & -36537.2125189405 \tabularnewline
100 & 102860 & 101697.06338866 & 1162.9366113397 \tabularnewline
101 & 51715 & 59685.2821583541 & -7970.2821583541 \tabularnewline
102 & 55801 & 85576.2649298685 & -29775.2649298685 \tabularnewline
103 & 111813 & 82179.6378969482 & 29633.3621030518 \tabularnewline
104 & 120293 & 71187.3695940193 & 49105.6304059807 \tabularnewline
105 & 138599 & 82952.0138969567 & 55646.9861030432 \tabularnewline
106 & 161647 & 106802.120733912 & 54844.8792660883 \tabularnewline
107 & 115929 & 133905.462314019 & -17976.4623140194 \tabularnewline
108 & 24266 & 35755.6737343825 & -11489.6737343825 \tabularnewline
109 & 162901 & 123948.829773865 & 38952.1702261346 \tabularnewline
110 & 109825 & 112134.021913809 & -2309.02191380942 \tabularnewline
111 & 129838 & 99805.5376045272 & 30032.4623954728 \tabularnewline
112 & 37510 & 62585.9028358378 & -25075.9028358378 \tabularnewline
113 & 43750 & 31591.4817210729 & 12158.5182789271 \tabularnewline
114 & 40652 & 68682.3617980184 & -28030.3617980184 \tabularnewline
115 & 87771 & 78539.3083307791 & 9231.69166922096 \tabularnewline
116 & 85872 & 86819.3294741167 & -947.329474116729 \tabularnewline
117 & 89275 & 112197.924344201 & -22922.9243442011 \tabularnewline
118 & 44418 & 58671.8741911749 & -14253.8741911749 \tabularnewline
119 & 192565 & 41595.3918747084 & 150969.608125292 \tabularnewline
120 & 35232 & 35961.2478790852 & -729.247879085209 \tabularnewline
121 & 40909 & 49498.8979725828 & -8589.89797258284 \tabularnewline
122 & 13294 & 23991.2422177622 & -10697.2422177622 \tabularnewline
123 & 32387 & 43027.3876281331 & -10640.3876281331 \tabularnewline
124 & 140867 & 67804.5468143301 & 73062.4531856699 \tabularnewline
125 & 120662 & 83998.7362592237 & 36663.2637407763 \tabularnewline
126 & 21233 & 35752.4700432493 & -14519.4700432493 \tabularnewline
127 & 44332 & 38386.6101988235 & 5945.38980117654 \tabularnewline
128 & 61056 & 49333.0538691166 & 11722.9461308834 \tabularnewline
129 & 101338 & 116124.141690194 & -14786.1416901944 \tabularnewline
130 & 1168 & 6084.06947935478 & -4916.06947935478 \tabularnewline
131 & 13497 & 19768.2464623909 & -6271.24646239089 \tabularnewline
132 & 65567 & 84090.3182086991 & -18523.3182086991 \tabularnewline
133 & 25162 & 34083.9394048886 & -8921.93940488858 \tabularnewline
134 & 32334 & 39250.1473411842 & -6916.14734118422 \tabularnewline
135 & 40735 & 69795.7316359265 & -29060.7316359265 \tabularnewline
136 & 91413 & 111374.320322793 & -19961.3203227934 \tabularnewline
137 & 855 & 2059.32800404858 & -1204.32800404858 \tabularnewline
138 & 97068 & 77120.2570086829 & 19947.7429913171 \tabularnewline
139 & 44339 & 13952.319987819 & 30386.680012181 \tabularnewline
140 & 14116 & 15768.1304699064 & -1652.13046990639 \tabularnewline
141 & 10288 & 18896.4095881984 & -8608.40958819843 \tabularnewline
142 & 65622 & 49795.0272711709 & 15826.9727288291 \tabularnewline
143 & 16563 & 24433.5657898046 & -7870.5657898046 \tabularnewline
144 & 76643 & 92467.410206095 & -15824.410206095 \tabularnewline
145 & 110681 & 92990.5089487228 & 17690.4910512772 \tabularnewline
146 & 29011 & 32400.7040608971 & -3389.70406089705 \tabularnewline
147 & 92696 & 75809.8720969381 & 16886.1279030619 \tabularnewline
148 & 94785 & 41656.7716661277 & 53128.2283338723 \tabularnewline
149 & 8773 & 15907.2564422184 & -7134.25644221844 \tabularnewline
150 & 83209 & 65605.1504852938 & 17603.8495147062 \tabularnewline
151 & 93815 & 105383.341804479 & -11568.3418044794 \tabularnewline
152 & 86687 & 75634.0144407268 & 11052.9855592732 \tabularnewline
153 & 34553 & 40175.2085586142 & -5622.20855861424 \tabularnewline
154 & 105547 & 125083.878227411 & -19536.8782274115 \tabularnewline
155 & 103487 & 113588.792303703 & -10101.7923037034 \tabularnewline
156 & 213688 & 136437.593664885 & 77250.406335115 \tabularnewline
157 & 71220 & 68380.2855416795 & 2839.71445832051 \tabularnewline
158 & 23517 & 27855.7316214245 & -4338.73162142449 \tabularnewline
159 & 56926 & 42802.9085883599 & 14123.0914116401 \tabularnewline
160 & 91721 & 94271.8677163892 & -2550.86771638918 \tabularnewline
161 & 115168 & 113356.570331367 & 1811.42966863331 \tabularnewline
162 & 111194 & 60114.9842229372 & 51079.0157770628 \tabularnewline
163 & 51009 & 41974.4131006481 & 9034.58689935188 \tabularnewline
164 & 135777 & 106448.800010157 & 29328.1999898425 \tabularnewline
165 & 51513 & 63262.8847594927 & -11749.8847594927 \tabularnewline
166 & 74163 & 89918.0439981481 & -15755.0439981481 \tabularnewline
167 & 51633 & 72451.1813703199 & -20818.1813703199 \tabularnewline
168 & 75345 & 47521.0173224503 & 27823.9826775497 \tabularnewline
169 & 33416 & 51508.1583936098 & -18092.1583936098 \tabularnewline
170 & 83305 & 60089.4540804463 & 23215.5459195537 \tabularnewline
171 & 98952 & 106122.413488811 & -7170.4134888109 \tabularnewline
172 & 102372 & 94894.1097492184 & 7477.89025078163 \tabularnewline
173 & 37238 & 53459.3118946618 & -16221.3118946618 \tabularnewline
174 & 103772 & 129420.097783596 & -25648.0977835961 \tabularnewline
175 & 123969 & 107491.846309289 & 16477.1536907111 \tabularnewline
176 & 27142 & 30482.0719971227 & -3340.07199712266 \tabularnewline
177 & 135400 & 82723.3729192151 & 52676.6270807849 \tabularnewline
178 & 21399 & 32860.7364315097 & -11461.7364315097 \tabularnewline
179 & 130115 & 113089.950932087 & 17025.0490679126 \tabularnewline
180 & 24874 & 46792.4350117335 & -21918.4350117335 \tabularnewline
181 & 34988 & 29935.2426352073 & 5052.75736479269 \tabularnewline
182 & 45549 & 39584.7591105459 & 5964.24088945407 \tabularnewline
183 & 6023 & 2450.44379189166 & 3572.55620810834 \tabularnewline
184 & 64466 & 67155.429981579 & -2689.42998157898 \tabularnewline
185 & 54990 & 106249.656155946 & -51259.6561559457 \tabularnewline
186 & 1644 & 2652.59910365489 & -1008.59910365489 \tabularnewline
187 & 6179 & 13266.5224614047 & -7087.52246140465 \tabularnewline
188 & 3926 & 2425.3245069675 & 1500.6754930325 \tabularnewline
189 & 32755 & 38642.194459446 & -5887.194459446 \tabularnewline
190 & 34777 & 50810.0922701177 & -16033.0922701177 \tabularnewline
191 & 73224 & 58762.3048246013 & 14461.6951753987 \tabularnewline
192 & 27114 & 28793.2989137711 & -1679.29891377113 \tabularnewline
193 & 20760 & 35075.6255422884 & -14315.6255422884 \tabularnewline
194 & 37636 & 33958.5659849841 & 3677.43401501589 \tabularnewline
195 & 65461 & 53223.5954775374 & 12237.4045224626 \tabularnewline
196 & 30080 & 45451.9563835145 & -15371.9563835145 \tabularnewline
197 & 24094 & 26266.2212844251 & -2172.2212844251 \tabularnewline
198 & 69008 & 27502.3227658715 & 41505.6772341285 \tabularnewline
199 & 54968 & 35760.3196228283 & 19207.6803771717 \tabularnewline
200 & 46090 & 34288.3343416964 & 11801.6656583035 \tabularnewline
201 & 27507 & 35403.6611849382 & -7896.6611849382 \tabularnewline
202 & 10672 & 32552.1244722655 & -21880.1244722655 \tabularnewline
203 & 34029 & 41275.2659278208 & -7246.26592782078 \tabularnewline
204 & 46300 & 34895.8493976269 & 11404.1506023731 \tabularnewline
205 & 24760 & 34650.8006601035 & -9890.80066010346 \tabularnewline
206 & 18779 & 23480.4770152993 & -4701.47701529927 \tabularnewline
207 & 21280 & 31207.7142685975 & -9927.71426859753 \tabularnewline
208 & 40662 & 44960.6369042283 & -4298.6369042283 \tabularnewline
209 & 28987 & 41625.8372041913 & -12638.8372041913 \tabularnewline
210 & 22827 & 49322.7165883023 & -26495.7165883023 \tabularnewline
211 & 18513 & 32527.096759457 & -14014.096759457 \tabularnewline
212 & 30594 & 39536.9836723662 & -8942.98367236618 \tabularnewline
213 & 24006 & 26329.7249823762 & -2323.72498237618 \tabularnewline
214 & 27913 & 35829.68224249 & -7916.68224249002 \tabularnewline
215 & 42744 & 34955.9813110435 & 7788.0186889565 \tabularnewline
216 & 12934 & 27490.7598611034 & -14556.7598611034 \tabularnewline
217 & 22574 & 22827.2647056614 & -253.264705661427 \tabularnewline
218 & 41385 & 34243.488619776 & 7141.51138022396 \tabularnewline
219 & 18653 & 36295.5694436588 & -17642.5694436588 \tabularnewline
220 & 18472 & 26231.1138114448 & -7759.11381144477 \tabularnewline
221 & 30976 & 32916.8358214923 & -1940.83582149231 \tabularnewline
222 & 63339 & 46187.2207450755 & 17151.7792549245 \tabularnewline
223 & 25568 & 40044.3277181188 & -14476.3277181188 \tabularnewline
224 & 33747 & 29720.424173665 & 4026.57582633498 \tabularnewline
225 & 4154 & 18753.0567078432 & -14599.0567078432 \tabularnewline
226 & 19474 & 44215.5242616375 & -24741.5242616375 \tabularnewline
227 & 35130 & 21759.2903090783 & 13370.7096909217 \tabularnewline
228 & 39067 & 34824.5970177825 & 4242.4029822175 \tabularnewline
229 & 13310 & 29650.2587401799 & -16340.2587401799 \tabularnewline
230 & 65892 & 32681.2727930286 & 33210.7272069714 \tabularnewline
231 & 4143 & 16173.5596986976 & -12030.5596986976 \tabularnewline
232 & 28579 & 31030.6785275709 & -2451.67852757085 \tabularnewline
233 & 51776 & 26974.2890895269 & 24801.7109104731 \tabularnewline
234 & 21152 & 22399.8556586811 & -1247.85565868109 \tabularnewline
235 & 38084 & 32378.7758903508 & 5705.22410964923 \tabularnewline
236 & 27717 & 36087.208851168 & -8370.20885116796 \tabularnewline
237 & 32928 & 40957.8673246972 & -8029.86732469721 \tabularnewline
238 & 11342 & 24994.0358393059 & -13652.0358393059 \tabularnewline
239 & 19499 & 29364.3899618988 & -9865.38996189878 \tabularnewline
240 & 16380 & 21650.7559969975 & -5270.75599699753 \tabularnewline
241 & 36874 & 26318.5311182627 & 10555.4688817373 \tabularnewline
242 & 48259 & 45436.6666984532 & 2822.33330154683 \tabularnewline
243 & 16734 & 31016.8927555209 & -14282.8927555209 \tabularnewline
244 & 28207 & 28846.1841218358 & -639.184121835756 \tabularnewline
245 & 30143 & 27304.6304352455 & 2838.36956475445 \tabularnewline
246 & 41369 & 33463.9974886914 & 7905.00251130856 \tabularnewline
247 & 45833 & 39261.439700101 & 6571.560299899 \tabularnewline
248 & 29156 & 27269.3431243912 & 1886.6568756088 \tabularnewline
249 & 35944 & 24549.5433011105 & 11394.4566988895 \tabularnewline
250 & 36278 & 14017.2688626644 & 22260.7311373356 \tabularnewline
251 & 45588 & 43431.6136780424 & 2156.38632195761 \tabularnewline
252 & 45097 & 43232.8312375634 & 1864.16876243658 \tabularnewline
253 & 3895 & 7759.07648525638 & -3864.07648525638 \tabularnewline
254 & 28394 & 30361.7937141228 & -1967.79371412278 \tabularnewline
255 & 18632 & 28195.6483403963 & -9563.64834039634 \tabularnewline
256 & 2325 & 8377.87404019806 & -6052.87404019806 \tabularnewline
257 & 25139 & 19482.7219065326 & 5656.27809346736 \tabularnewline
258 & 27975 & 33171.4103045299 & -5196.41030452988 \tabularnewline
259 & 14483 & 27364.260467462 & -12881.260467462 \tabularnewline
260 & 13127 & 17861.2878826146 & -4734.28788261459 \tabularnewline
261 & 5839 & 13569.4055384237 & -7730.40553842367 \tabularnewline
262 & 24069 & 37584.2284234042 & -13515.2284234042 \tabularnewline
263 & 3738 & 9978.25961647612 & -6240.25961647612 \tabularnewline
264 & 18625 & 30497.8282376012 & -11872.8282376012 \tabularnewline
265 & 36341 & 22685.7283813086 & 13655.2716186914 \tabularnewline
266 & 24548 & 34345.4360079288 & -9797.43600792883 \tabularnewline
267 & 21792 & 35101.1058158862 & -13309.1058158862 \tabularnewline
268 & 26263 & 28451.5472559243 & -2188.54725592431 \tabularnewline
269 & 23686 & 41400.7268233791 & -17714.7268233791 \tabularnewline
270 & 49303 & 38039.4859974763 & 11263.5140025237 \tabularnewline
271 & 25659 & 31598.71436344 & -5939.71436344005 \tabularnewline
272 & 28904 & 28101.3424970626 & 802.657502937431 \tabularnewline
273 & 2781 & 4042.03173843254 & -1261.03173843254 \tabularnewline
274 & 29236 & 43723.7518040867 & -14487.7518040867 \tabularnewline
275 & 19546 & 23352.4772365685 & -3806.47723656848 \tabularnewline
276 & 22818 & 47839.1100580711 & -25021.1100580711 \tabularnewline
277 & 32689 & 21611.7735320048 & 11077.2264679952 \tabularnewline
278 & 5752 & 9015.52971797932 & -3263.52971797932 \tabularnewline
279 & 22197 & 36082.499922011 & -13885.499922011 \tabularnewline
280 & 20055 & 28815.3298869476 & -8760.32988694756 \tabularnewline
281 & 25272 & 32329.5724765085 & -7057.57247650847 \tabularnewline
282 & 82206 & 28210.1119655921 & 53995.8880344079 \tabularnewline
283 & 32073 & 32740.2631567593 & -667.26315675931 \tabularnewline
284 & 5444 & 11037.6084589544 & -5593.60845895442 \tabularnewline
285 & 20154 & 23083.9506767039 & -2929.95067670388 \tabularnewline
286 & 36944 & 22424.3021535119 & 14519.6978464881 \tabularnewline
287 & 8019 & 20401.3511447656 & -12382.3511447656 \tabularnewline
288 & 30884 & 28931.8096624181 & 1952.19033758187 \tabularnewline
289 & 19540 & 23849.2171032682 & -4309.21710326816 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153770&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]112285[/C][C]89330.4543626484[/C][C]22954.5456373516[/C][/ROW]
[ROW][C]2[/C][C]84786[/C][C]71399.4614840298[/C][C]13386.5385159702[/C][/ROW]
[ROW][C]3[/C][C]83123[/C][C]100650.613332283[/C][C]-17527.6133322825[/C][/ROW]
[ROW][C]4[/C][C]101193[/C][C]88091.5574644387[/C][C]13101.4425355613[/C][/ROW]
[ROW][C]5[/C][C]38361[/C][C]54949.1751541329[/C][C]-16588.1751541329[/C][/ROW]
[ROW][C]6[/C][C]68504[/C][C]33480.9425056826[/C][C]35023.0574943174[/C][/ROW]
[ROW][C]7[/C][C]119182[/C][C]110008.765548084[/C][C]9173.23445191561[/C][/ROW]
[ROW][C]8[/C][C]22807[/C][C]17799.6499439425[/C][C]5007.35005605748[/C][/ROW]
[ROW][C]9[/C][C]17140[/C][C]26421.0126813526[/C][C]-9281.01268135263[/C][/ROW]
[ROW][C]10[/C][C]116174[/C][C]62098.5707751959[/C][C]54075.4292248041[/C][/ROW]
[ROW][C]11[/C][C]57635[/C][C]64621.5366345543[/C][C]-6986.53663455432[/C][/ROW]
[ROW][C]12[/C][C]66198[/C][C]91549.867868455[/C][C]-25351.867868455[/C][/ROW]
[ROW][C]13[/C][C]71701[/C][C]107500.833381493[/C][C]-35799.8333814927[/C][/ROW]
[ROW][C]14[/C][C]57793[/C][C]70498.1071830827[/C][C]-12705.1071830827[/C][/ROW]
[ROW][C]15[/C][C]80444[/C][C]108316.056121772[/C][C]-27872.0561217721[/C][/ROW]
[ROW][C]16[/C][C]53855[/C][C]93855.9031045311[/C][C]-40000.9031045311[/C][/ROW]
[ROW][C]17[/C][C]97668[/C][C]128287.027527236[/C][C]-30619.0275272356[/C][/ROW]
[ROW][C]18[/C][C]133824[/C][C]101409.66508935[/C][C]32414.3349106498[/C][/ROW]
[ROW][C]19[/C][C]101481[/C][C]90444.1032272437[/C][C]11036.8967727563[/C][/ROW]
[ROW][C]20[/C][C]99645[/C][C]68139.3889232702[/C][C]31505.6110767298[/C][/ROW]
[ROW][C]21[/C][C]114789[/C][C]112264.220474358[/C][C]2524.77952564245[/C][/ROW]
[ROW][C]22[/C][C]99052[/C][C]92139.0655093959[/C][C]6912.9344906041[/C][/ROW]
[ROW][C]23[/C][C]67654[/C][C]100964.036820532[/C][C]-33310.0368205316[/C][/ROW]
[ROW][C]24[/C][C]65553[/C][C]68166.6535159207[/C][C]-2613.65351592067[/C][/ROW]
[ROW][C]25[/C][C]97500[/C][C]93959.4330916401[/C][C]3540.56690835987[/C][/ROW]
[ROW][C]26[/C][C]69112[/C][C]88910.4927124212[/C][C]-19798.4927124212[/C][/ROW]
[ROW][C]27[/C][C]82753[/C][C]69936.6913978332[/C][C]12816.3086021668[/C][/ROW]
[ROW][C]28[/C][C]85323[/C][C]92008.726059682[/C][C]-6685.72605968201[/C][/ROW]
[ROW][C]29[/C][C]72654[/C][C]97040.7231006516[/C][C]-24386.7231006516[/C][/ROW]
[ROW][C]30[/C][C]30727[/C][C]51156.8850196807[/C][C]-20429.8850196808[/C][/ROW]
[ROW][C]31[/C][C]77873[/C][C]92845.9022375783[/C][C]-14972.9022375783[/C][/ROW]
[ROW][C]32[/C][C]117478[/C][C]97173.2665929046[/C][C]20304.7334070954[/C][/ROW]
[ROW][C]33[/C][C]74007[/C][C]78252.9836763257[/C][C]-4245.98367632569[/C][/ROW]
[ROW][C]34[/C][C]90183[/C][C]116711.6834578[/C][C]-26528.6834578001[/C][/ROW]
[ROW][C]35[/C][C]61542[/C][C]57233.529408236[/C][C]4308.47059176404[/C][/ROW]
[ROW][C]36[/C][C]101494[/C][C]106215.910614274[/C][C]-4721.91061427444[/C][/ROW]
[ROW][C]37[/C][C]27570[/C][C]33938.652472697[/C][C]-6368.65247269699[/C][/ROW]
[ROW][C]38[/C][C]55813[/C][C]75412.8218120084[/C][C]-19599.8218120084[/C][/ROW]
[ROW][C]39[/C][C]79215[/C][C]99166.5643488741[/C][C]-19951.5643488741[/C][/ROW]
[ROW][C]40[/C][C]1423[/C][C]192.477950372628[/C][C]1230.52204962737[/C][/ROW]
[ROW][C]41[/C][C]55461[/C][C]69404.1967296929[/C][C]-13943.1967296929[/C][/ROW]
[ROW][C]42[/C][C]31081[/C][C]38509.8668400311[/C][C]-7428.86684003107[/C][/ROW]
[ROW][C]43[/C][C]22996[/C][C]34143.2715725013[/C][C]-11147.2715725013[/C][/ROW]
[ROW][C]44[/C][C]83122[/C][C]99943.7169562986[/C][C]-16821.7169562986[/C][/ROW]
[ROW][C]45[/C][C]70106[/C][C]113087.514881879[/C][C]-42981.5148818787[/C][/ROW]
[ROW][C]46[/C][C]60578[/C][C]80718.9843895063[/C][C]-20140.9843895063[/C][/ROW]
[ROW][C]47[/C][C]39992[/C][C]49118.590369083[/C][C]-9126.59036908304[/C][/ROW]
[ROW][C]48[/C][C]79892[/C][C]74235.2641781335[/C][C]5656.73582186646[/C][/ROW]
[ROW][C]49[/C][C]49810[/C][C]56921.5795757968[/C][C]-7111.57957579684[/C][/ROW]
[ROW][C]50[/C][C]71570[/C][C]49946.5027611057[/C][C]21623.4972388943[/C][/ROW]
[ROW][C]51[/C][C]100708[/C][C]88946.1980078756[/C][C]11761.8019921244[/C][/ROW]
[ROW][C]52[/C][C]33032[/C][C]40512.7980186811[/C][C]-7480.7980186811[/C][/ROW]
[ROW][C]53[/C][C]82875[/C][C]86443.3716089012[/C][C]-3568.37160890124[/C][/ROW]
[ROW][C]54[/C][C]139077[/C][C]116010.21312401[/C][C]23066.78687599[/C][/ROW]
[ROW][C]55[/C][C]71595[/C][C]79816.3089691825[/C][C]-8221.30896918254[/C][/ROW]
[ROW][C]56[/C][C]72260[/C][C]72942.2992142863[/C][C]-682.299214286272[/C][/ROW]
[ROW][C]57[/C][C]5950[/C][C]6929.87387566332[/C][C]-979.873875663317[/C][/ROW]
[ROW][C]58[/C][C]115762[/C][C]133903.770776864[/C][C]-18141.7707768636[/C][/ROW]
[ROW][C]59[/C][C]32551[/C][C]38843.4293141514[/C][C]-6292.42931415135[/C][/ROW]
[ROW][C]60[/C][C]31701[/C][C]40065.4141927425[/C][C]-8364.41419274253[/C][/ROW]
[ROW][C]61[/C][C]80670[/C][C]73130.0156445624[/C][C]7539.98435543756[/C][/ROW]
[ROW][C]62[/C][C]143558[/C][C]113229.373045207[/C][C]30328.6269547925[/C][/ROW]
[ROW][C]63[/C][C]117105[/C][C]79545.645019429[/C][C]37559.354980571[/C][/ROW]
[ROW][C]64[/C][C]23789[/C][C]35412.3022223331[/C][C]-11623.3022223331[/C][/ROW]
[ROW][C]65[/C][C]120733[/C][C]93319.2140011558[/C][C]27413.7859988442[/C][/ROW]
[ROW][C]66[/C][C]105195[/C][C]110618.084355375[/C][C]-5423.08435537526[/C][/ROW]
[ROW][C]67[/C][C]73107[/C][C]102648.846971558[/C][C]-29541.8469715576[/C][/ROW]
[ROW][C]68[/C][C]132068[/C][C]130517.153274116[/C][C]1550.84672588445[/C][/ROW]
[ROW][C]69[/C][C]149193[/C][C]101499.401001829[/C][C]47693.5989981707[/C][/ROW]
[ROW][C]70[/C][C]46821[/C][C]84314.9674299779[/C][C]-37493.9674299779[/C][/ROW]
[ROW][C]71[/C][C]87011[/C][C]87096.8324526794[/C][C]-85.8324526794029[/C][/ROW]
[ROW][C]72[/C][C]95260[/C][C]69963.1248198897[/C][C]25296.8751801103[/C][/ROW]
[ROW][C]73[/C][C]55183[/C][C]69359.4322128233[/C][C]-14176.4322128233[/C][/ROW]
[ROW][C]74[/C][C]106671[/C][C]77120.9498100975[/C][C]29550.0501899025[/C][/ROW]
[ROW][C]75[/C][C]73511[/C][C]95189.1667272785[/C][C]-21678.1667272785[/C][/ROW]
[ROW][C]76[/C][C]92945[/C][C]92134.8636591608[/C][C]810.136340839182[/C][/ROW]
[ROW][C]77[/C][C]78664[/C][C]89885.4287641215[/C][C]-11221.4287641215[/C][/ROW]
[ROW][C]78[/C][C]70054[/C][C]105838.084812719[/C][C]-35784.084812719[/C][/ROW]
[ROW][C]79[/C][C]22618[/C][C]46509.861581583[/C][C]-23891.861581583[/C][/ROW]
[ROW][C]80[/C][C]74011[/C][C]94907.1941755254[/C][C]-20896.1941755254[/C][/ROW]
[ROW][C]81[/C][C]83737[/C][C]73119.7310475343[/C][C]10617.2689524657[/C][/ROW]
[ROW][C]82[/C][C]69094[/C][C]84345.6944247985[/C][C]-15251.6944247985[/C][/ROW]
[ROW][C]83[/C][C]93133[/C][C]116550.359713985[/C][C]-23417.3597139846[/C][/ROW]
[ROW][C]84[/C][C]95536[/C][C]93936.2973007852[/C][C]1599.70269921479[/C][/ROW]
[ROW][C]85[/C][C]225920[/C][C]93306.9212970091[/C][C]132613.078702991[/C][/ROW]
[ROW][C]86[/C][C]62133[/C][C]81479.7925072674[/C][C]-19346.7925072674[/C][/ROW]
[ROW][C]87[/C][C]61370[/C][C]67515.8500156012[/C][C]-6145.85001560119[/C][/ROW]
[ROW][C]88[/C][C]43836[/C][C]50396.3353127978[/C][C]-6560.33531279777[/C][/ROW]
[ROW][C]89[/C][C]106117[/C][C]114836.039780063[/C][C]-8719.03978006251[/C][/ROW]
[ROW][C]90[/C][C]38692[/C][C]60272.7367150194[/C][C]-21580.7367150194[/C][/ROW]
[ROW][C]91[/C][C]84651[/C][C]96072.419368385[/C][C]-11421.419368385[/C][/ROW]
[ROW][C]92[/C][C]56622[/C][C]33305.2106440405[/C][C]23316.7893559595[/C][/ROW]
[ROW][C]93[/C][C]15986[/C][C]36075.3128604793[/C][C]-20089.3128604793[/C][/ROW]
[ROW][C]94[/C][C]95364[/C][C]77198.4466523315[/C][C]18165.5533476685[/C][/ROW]
[ROW][C]95[/C][C]26706[/C][C]47686.0639598589[/C][C]-20980.063959859[/C][/ROW]
[ROW][C]96[/C][C]89691[/C][C]77251.2852576741[/C][C]12439.7147423259[/C][/ROW]
[ROW][C]97[/C][C]67267[/C][C]93879.7728048112[/C][C]-26612.7728048112[/C][/ROW]
[ROW][C]98[/C][C]126846[/C][C]93644.5502637443[/C][C]33201.4497362557[/C][/ROW]
[ROW][C]99[/C][C]41140[/C][C]77677.2125189405[/C][C]-36537.2125189405[/C][/ROW]
[ROW][C]100[/C][C]102860[/C][C]101697.06338866[/C][C]1162.9366113397[/C][/ROW]
[ROW][C]101[/C][C]51715[/C][C]59685.2821583541[/C][C]-7970.2821583541[/C][/ROW]
[ROW][C]102[/C][C]55801[/C][C]85576.2649298685[/C][C]-29775.2649298685[/C][/ROW]
[ROW][C]103[/C][C]111813[/C][C]82179.6378969482[/C][C]29633.3621030518[/C][/ROW]
[ROW][C]104[/C][C]120293[/C][C]71187.3695940193[/C][C]49105.6304059807[/C][/ROW]
[ROW][C]105[/C][C]138599[/C][C]82952.0138969567[/C][C]55646.9861030432[/C][/ROW]
[ROW][C]106[/C][C]161647[/C][C]106802.120733912[/C][C]54844.8792660883[/C][/ROW]
[ROW][C]107[/C][C]115929[/C][C]133905.462314019[/C][C]-17976.4623140194[/C][/ROW]
[ROW][C]108[/C][C]24266[/C][C]35755.6737343825[/C][C]-11489.6737343825[/C][/ROW]
[ROW][C]109[/C][C]162901[/C][C]123948.829773865[/C][C]38952.1702261346[/C][/ROW]
[ROW][C]110[/C][C]109825[/C][C]112134.021913809[/C][C]-2309.02191380942[/C][/ROW]
[ROW][C]111[/C][C]129838[/C][C]99805.5376045272[/C][C]30032.4623954728[/C][/ROW]
[ROW][C]112[/C][C]37510[/C][C]62585.9028358378[/C][C]-25075.9028358378[/C][/ROW]
[ROW][C]113[/C][C]43750[/C][C]31591.4817210729[/C][C]12158.5182789271[/C][/ROW]
[ROW][C]114[/C][C]40652[/C][C]68682.3617980184[/C][C]-28030.3617980184[/C][/ROW]
[ROW][C]115[/C][C]87771[/C][C]78539.3083307791[/C][C]9231.69166922096[/C][/ROW]
[ROW][C]116[/C][C]85872[/C][C]86819.3294741167[/C][C]-947.329474116729[/C][/ROW]
[ROW][C]117[/C][C]89275[/C][C]112197.924344201[/C][C]-22922.9243442011[/C][/ROW]
[ROW][C]118[/C][C]44418[/C][C]58671.8741911749[/C][C]-14253.8741911749[/C][/ROW]
[ROW][C]119[/C][C]192565[/C][C]41595.3918747084[/C][C]150969.608125292[/C][/ROW]
[ROW][C]120[/C][C]35232[/C][C]35961.2478790852[/C][C]-729.247879085209[/C][/ROW]
[ROW][C]121[/C][C]40909[/C][C]49498.8979725828[/C][C]-8589.89797258284[/C][/ROW]
[ROW][C]122[/C][C]13294[/C][C]23991.2422177622[/C][C]-10697.2422177622[/C][/ROW]
[ROW][C]123[/C][C]32387[/C][C]43027.3876281331[/C][C]-10640.3876281331[/C][/ROW]
[ROW][C]124[/C][C]140867[/C][C]67804.5468143301[/C][C]73062.4531856699[/C][/ROW]
[ROW][C]125[/C][C]120662[/C][C]83998.7362592237[/C][C]36663.2637407763[/C][/ROW]
[ROW][C]126[/C][C]21233[/C][C]35752.4700432493[/C][C]-14519.4700432493[/C][/ROW]
[ROW][C]127[/C][C]44332[/C][C]38386.6101988235[/C][C]5945.38980117654[/C][/ROW]
[ROW][C]128[/C][C]61056[/C][C]49333.0538691166[/C][C]11722.9461308834[/C][/ROW]
[ROW][C]129[/C][C]101338[/C][C]116124.141690194[/C][C]-14786.1416901944[/C][/ROW]
[ROW][C]130[/C][C]1168[/C][C]6084.06947935478[/C][C]-4916.06947935478[/C][/ROW]
[ROW][C]131[/C][C]13497[/C][C]19768.2464623909[/C][C]-6271.24646239089[/C][/ROW]
[ROW][C]132[/C][C]65567[/C][C]84090.3182086991[/C][C]-18523.3182086991[/C][/ROW]
[ROW][C]133[/C][C]25162[/C][C]34083.9394048886[/C][C]-8921.93940488858[/C][/ROW]
[ROW][C]134[/C][C]32334[/C][C]39250.1473411842[/C][C]-6916.14734118422[/C][/ROW]
[ROW][C]135[/C][C]40735[/C][C]69795.7316359265[/C][C]-29060.7316359265[/C][/ROW]
[ROW][C]136[/C][C]91413[/C][C]111374.320322793[/C][C]-19961.3203227934[/C][/ROW]
[ROW][C]137[/C][C]855[/C][C]2059.32800404858[/C][C]-1204.32800404858[/C][/ROW]
[ROW][C]138[/C][C]97068[/C][C]77120.2570086829[/C][C]19947.7429913171[/C][/ROW]
[ROW][C]139[/C][C]44339[/C][C]13952.319987819[/C][C]30386.680012181[/C][/ROW]
[ROW][C]140[/C][C]14116[/C][C]15768.1304699064[/C][C]-1652.13046990639[/C][/ROW]
[ROW][C]141[/C][C]10288[/C][C]18896.4095881984[/C][C]-8608.40958819843[/C][/ROW]
[ROW][C]142[/C][C]65622[/C][C]49795.0272711709[/C][C]15826.9727288291[/C][/ROW]
[ROW][C]143[/C][C]16563[/C][C]24433.5657898046[/C][C]-7870.5657898046[/C][/ROW]
[ROW][C]144[/C][C]76643[/C][C]92467.410206095[/C][C]-15824.410206095[/C][/ROW]
[ROW][C]145[/C][C]110681[/C][C]92990.5089487228[/C][C]17690.4910512772[/C][/ROW]
[ROW][C]146[/C][C]29011[/C][C]32400.7040608971[/C][C]-3389.70406089705[/C][/ROW]
[ROW][C]147[/C][C]92696[/C][C]75809.8720969381[/C][C]16886.1279030619[/C][/ROW]
[ROW][C]148[/C][C]94785[/C][C]41656.7716661277[/C][C]53128.2283338723[/C][/ROW]
[ROW][C]149[/C][C]8773[/C][C]15907.2564422184[/C][C]-7134.25644221844[/C][/ROW]
[ROW][C]150[/C][C]83209[/C][C]65605.1504852938[/C][C]17603.8495147062[/C][/ROW]
[ROW][C]151[/C][C]93815[/C][C]105383.341804479[/C][C]-11568.3418044794[/C][/ROW]
[ROW][C]152[/C][C]86687[/C][C]75634.0144407268[/C][C]11052.9855592732[/C][/ROW]
[ROW][C]153[/C][C]34553[/C][C]40175.2085586142[/C][C]-5622.20855861424[/C][/ROW]
[ROW][C]154[/C][C]105547[/C][C]125083.878227411[/C][C]-19536.8782274115[/C][/ROW]
[ROW][C]155[/C][C]103487[/C][C]113588.792303703[/C][C]-10101.7923037034[/C][/ROW]
[ROW][C]156[/C][C]213688[/C][C]136437.593664885[/C][C]77250.406335115[/C][/ROW]
[ROW][C]157[/C][C]71220[/C][C]68380.2855416795[/C][C]2839.71445832051[/C][/ROW]
[ROW][C]158[/C][C]23517[/C][C]27855.7316214245[/C][C]-4338.73162142449[/C][/ROW]
[ROW][C]159[/C][C]56926[/C][C]42802.9085883599[/C][C]14123.0914116401[/C][/ROW]
[ROW][C]160[/C][C]91721[/C][C]94271.8677163892[/C][C]-2550.86771638918[/C][/ROW]
[ROW][C]161[/C][C]115168[/C][C]113356.570331367[/C][C]1811.42966863331[/C][/ROW]
[ROW][C]162[/C][C]111194[/C][C]60114.9842229372[/C][C]51079.0157770628[/C][/ROW]
[ROW][C]163[/C][C]51009[/C][C]41974.4131006481[/C][C]9034.58689935188[/C][/ROW]
[ROW][C]164[/C][C]135777[/C][C]106448.800010157[/C][C]29328.1999898425[/C][/ROW]
[ROW][C]165[/C][C]51513[/C][C]63262.8847594927[/C][C]-11749.8847594927[/C][/ROW]
[ROW][C]166[/C][C]74163[/C][C]89918.0439981481[/C][C]-15755.0439981481[/C][/ROW]
[ROW][C]167[/C][C]51633[/C][C]72451.1813703199[/C][C]-20818.1813703199[/C][/ROW]
[ROW][C]168[/C][C]75345[/C][C]47521.0173224503[/C][C]27823.9826775497[/C][/ROW]
[ROW][C]169[/C][C]33416[/C][C]51508.1583936098[/C][C]-18092.1583936098[/C][/ROW]
[ROW][C]170[/C][C]83305[/C][C]60089.4540804463[/C][C]23215.5459195537[/C][/ROW]
[ROW][C]171[/C][C]98952[/C][C]106122.413488811[/C][C]-7170.4134888109[/C][/ROW]
[ROW][C]172[/C][C]102372[/C][C]94894.1097492184[/C][C]7477.89025078163[/C][/ROW]
[ROW][C]173[/C][C]37238[/C][C]53459.3118946618[/C][C]-16221.3118946618[/C][/ROW]
[ROW][C]174[/C][C]103772[/C][C]129420.097783596[/C][C]-25648.0977835961[/C][/ROW]
[ROW][C]175[/C][C]123969[/C][C]107491.846309289[/C][C]16477.1536907111[/C][/ROW]
[ROW][C]176[/C][C]27142[/C][C]30482.0719971227[/C][C]-3340.07199712266[/C][/ROW]
[ROW][C]177[/C][C]135400[/C][C]82723.3729192151[/C][C]52676.6270807849[/C][/ROW]
[ROW][C]178[/C][C]21399[/C][C]32860.7364315097[/C][C]-11461.7364315097[/C][/ROW]
[ROW][C]179[/C][C]130115[/C][C]113089.950932087[/C][C]17025.0490679126[/C][/ROW]
[ROW][C]180[/C][C]24874[/C][C]46792.4350117335[/C][C]-21918.4350117335[/C][/ROW]
[ROW][C]181[/C][C]34988[/C][C]29935.2426352073[/C][C]5052.75736479269[/C][/ROW]
[ROW][C]182[/C][C]45549[/C][C]39584.7591105459[/C][C]5964.24088945407[/C][/ROW]
[ROW][C]183[/C][C]6023[/C][C]2450.44379189166[/C][C]3572.55620810834[/C][/ROW]
[ROW][C]184[/C][C]64466[/C][C]67155.429981579[/C][C]-2689.42998157898[/C][/ROW]
[ROW][C]185[/C][C]54990[/C][C]106249.656155946[/C][C]-51259.6561559457[/C][/ROW]
[ROW][C]186[/C][C]1644[/C][C]2652.59910365489[/C][C]-1008.59910365489[/C][/ROW]
[ROW][C]187[/C][C]6179[/C][C]13266.5224614047[/C][C]-7087.52246140465[/C][/ROW]
[ROW][C]188[/C][C]3926[/C][C]2425.3245069675[/C][C]1500.6754930325[/C][/ROW]
[ROW][C]189[/C][C]32755[/C][C]38642.194459446[/C][C]-5887.194459446[/C][/ROW]
[ROW][C]190[/C][C]34777[/C][C]50810.0922701177[/C][C]-16033.0922701177[/C][/ROW]
[ROW][C]191[/C][C]73224[/C][C]58762.3048246013[/C][C]14461.6951753987[/C][/ROW]
[ROW][C]192[/C][C]27114[/C][C]28793.2989137711[/C][C]-1679.29891377113[/C][/ROW]
[ROW][C]193[/C][C]20760[/C][C]35075.6255422884[/C][C]-14315.6255422884[/C][/ROW]
[ROW][C]194[/C][C]37636[/C][C]33958.5659849841[/C][C]3677.43401501589[/C][/ROW]
[ROW][C]195[/C][C]65461[/C][C]53223.5954775374[/C][C]12237.4045224626[/C][/ROW]
[ROW][C]196[/C][C]30080[/C][C]45451.9563835145[/C][C]-15371.9563835145[/C][/ROW]
[ROW][C]197[/C][C]24094[/C][C]26266.2212844251[/C][C]-2172.2212844251[/C][/ROW]
[ROW][C]198[/C][C]69008[/C][C]27502.3227658715[/C][C]41505.6772341285[/C][/ROW]
[ROW][C]199[/C][C]54968[/C][C]35760.3196228283[/C][C]19207.6803771717[/C][/ROW]
[ROW][C]200[/C][C]46090[/C][C]34288.3343416964[/C][C]11801.6656583035[/C][/ROW]
[ROW][C]201[/C][C]27507[/C][C]35403.6611849382[/C][C]-7896.6611849382[/C][/ROW]
[ROW][C]202[/C][C]10672[/C][C]32552.1244722655[/C][C]-21880.1244722655[/C][/ROW]
[ROW][C]203[/C][C]34029[/C][C]41275.2659278208[/C][C]-7246.26592782078[/C][/ROW]
[ROW][C]204[/C][C]46300[/C][C]34895.8493976269[/C][C]11404.1506023731[/C][/ROW]
[ROW][C]205[/C][C]24760[/C][C]34650.8006601035[/C][C]-9890.80066010346[/C][/ROW]
[ROW][C]206[/C][C]18779[/C][C]23480.4770152993[/C][C]-4701.47701529927[/C][/ROW]
[ROW][C]207[/C][C]21280[/C][C]31207.7142685975[/C][C]-9927.71426859753[/C][/ROW]
[ROW][C]208[/C][C]40662[/C][C]44960.6369042283[/C][C]-4298.6369042283[/C][/ROW]
[ROW][C]209[/C][C]28987[/C][C]41625.8372041913[/C][C]-12638.8372041913[/C][/ROW]
[ROW][C]210[/C][C]22827[/C][C]49322.7165883023[/C][C]-26495.7165883023[/C][/ROW]
[ROW][C]211[/C][C]18513[/C][C]32527.096759457[/C][C]-14014.096759457[/C][/ROW]
[ROW][C]212[/C][C]30594[/C][C]39536.9836723662[/C][C]-8942.98367236618[/C][/ROW]
[ROW][C]213[/C][C]24006[/C][C]26329.7249823762[/C][C]-2323.72498237618[/C][/ROW]
[ROW][C]214[/C][C]27913[/C][C]35829.68224249[/C][C]-7916.68224249002[/C][/ROW]
[ROW][C]215[/C][C]42744[/C][C]34955.9813110435[/C][C]7788.0186889565[/C][/ROW]
[ROW][C]216[/C][C]12934[/C][C]27490.7598611034[/C][C]-14556.7598611034[/C][/ROW]
[ROW][C]217[/C][C]22574[/C][C]22827.2647056614[/C][C]-253.264705661427[/C][/ROW]
[ROW][C]218[/C][C]41385[/C][C]34243.488619776[/C][C]7141.51138022396[/C][/ROW]
[ROW][C]219[/C][C]18653[/C][C]36295.5694436588[/C][C]-17642.5694436588[/C][/ROW]
[ROW][C]220[/C][C]18472[/C][C]26231.1138114448[/C][C]-7759.11381144477[/C][/ROW]
[ROW][C]221[/C][C]30976[/C][C]32916.8358214923[/C][C]-1940.83582149231[/C][/ROW]
[ROW][C]222[/C][C]63339[/C][C]46187.2207450755[/C][C]17151.7792549245[/C][/ROW]
[ROW][C]223[/C][C]25568[/C][C]40044.3277181188[/C][C]-14476.3277181188[/C][/ROW]
[ROW][C]224[/C][C]33747[/C][C]29720.424173665[/C][C]4026.57582633498[/C][/ROW]
[ROW][C]225[/C][C]4154[/C][C]18753.0567078432[/C][C]-14599.0567078432[/C][/ROW]
[ROW][C]226[/C][C]19474[/C][C]44215.5242616375[/C][C]-24741.5242616375[/C][/ROW]
[ROW][C]227[/C][C]35130[/C][C]21759.2903090783[/C][C]13370.7096909217[/C][/ROW]
[ROW][C]228[/C][C]39067[/C][C]34824.5970177825[/C][C]4242.4029822175[/C][/ROW]
[ROW][C]229[/C][C]13310[/C][C]29650.2587401799[/C][C]-16340.2587401799[/C][/ROW]
[ROW][C]230[/C][C]65892[/C][C]32681.2727930286[/C][C]33210.7272069714[/C][/ROW]
[ROW][C]231[/C][C]4143[/C][C]16173.5596986976[/C][C]-12030.5596986976[/C][/ROW]
[ROW][C]232[/C][C]28579[/C][C]31030.6785275709[/C][C]-2451.67852757085[/C][/ROW]
[ROW][C]233[/C][C]51776[/C][C]26974.2890895269[/C][C]24801.7109104731[/C][/ROW]
[ROW][C]234[/C][C]21152[/C][C]22399.8556586811[/C][C]-1247.85565868109[/C][/ROW]
[ROW][C]235[/C][C]38084[/C][C]32378.7758903508[/C][C]5705.22410964923[/C][/ROW]
[ROW][C]236[/C][C]27717[/C][C]36087.208851168[/C][C]-8370.20885116796[/C][/ROW]
[ROW][C]237[/C][C]32928[/C][C]40957.8673246972[/C][C]-8029.86732469721[/C][/ROW]
[ROW][C]238[/C][C]11342[/C][C]24994.0358393059[/C][C]-13652.0358393059[/C][/ROW]
[ROW][C]239[/C][C]19499[/C][C]29364.3899618988[/C][C]-9865.38996189878[/C][/ROW]
[ROW][C]240[/C][C]16380[/C][C]21650.7559969975[/C][C]-5270.75599699753[/C][/ROW]
[ROW][C]241[/C][C]36874[/C][C]26318.5311182627[/C][C]10555.4688817373[/C][/ROW]
[ROW][C]242[/C][C]48259[/C][C]45436.6666984532[/C][C]2822.33330154683[/C][/ROW]
[ROW][C]243[/C][C]16734[/C][C]31016.8927555209[/C][C]-14282.8927555209[/C][/ROW]
[ROW][C]244[/C][C]28207[/C][C]28846.1841218358[/C][C]-639.184121835756[/C][/ROW]
[ROW][C]245[/C][C]30143[/C][C]27304.6304352455[/C][C]2838.36956475445[/C][/ROW]
[ROW][C]246[/C][C]41369[/C][C]33463.9974886914[/C][C]7905.00251130856[/C][/ROW]
[ROW][C]247[/C][C]45833[/C][C]39261.439700101[/C][C]6571.560299899[/C][/ROW]
[ROW][C]248[/C][C]29156[/C][C]27269.3431243912[/C][C]1886.6568756088[/C][/ROW]
[ROW][C]249[/C][C]35944[/C][C]24549.5433011105[/C][C]11394.4566988895[/C][/ROW]
[ROW][C]250[/C][C]36278[/C][C]14017.2688626644[/C][C]22260.7311373356[/C][/ROW]
[ROW][C]251[/C][C]45588[/C][C]43431.6136780424[/C][C]2156.38632195761[/C][/ROW]
[ROW][C]252[/C][C]45097[/C][C]43232.8312375634[/C][C]1864.16876243658[/C][/ROW]
[ROW][C]253[/C][C]3895[/C][C]7759.07648525638[/C][C]-3864.07648525638[/C][/ROW]
[ROW][C]254[/C][C]28394[/C][C]30361.7937141228[/C][C]-1967.79371412278[/C][/ROW]
[ROW][C]255[/C][C]18632[/C][C]28195.6483403963[/C][C]-9563.64834039634[/C][/ROW]
[ROW][C]256[/C][C]2325[/C][C]8377.87404019806[/C][C]-6052.87404019806[/C][/ROW]
[ROW][C]257[/C][C]25139[/C][C]19482.7219065326[/C][C]5656.27809346736[/C][/ROW]
[ROW][C]258[/C][C]27975[/C][C]33171.4103045299[/C][C]-5196.41030452988[/C][/ROW]
[ROW][C]259[/C][C]14483[/C][C]27364.260467462[/C][C]-12881.260467462[/C][/ROW]
[ROW][C]260[/C][C]13127[/C][C]17861.2878826146[/C][C]-4734.28788261459[/C][/ROW]
[ROW][C]261[/C][C]5839[/C][C]13569.4055384237[/C][C]-7730.40553842367[/C][/ROW]
[ROW][C]262[/C][C]24069[/C][C]37584.2284234042[/C][C]-13515.2284234042[/C][/ROW]
[ROW][C]263[/C][C]3738[/C][C]9978.25961647612[/C][C]-6240.25961647612[/C][/ROW]
[ROW][C]264[/C][C]18625[/C][C]30497.8282376012[/C][C]-11872.8282376012[/C][/ROW]
[ROW][C]265[/C][C]36341[/C][C]22685.7283813086[/C][C]13655.2716186914[/C][/ROW]
[ROW][C]266[/C][C]24548[/C][C]34345.4360079288[/C][C]-9797.43600792883[/C][/ROW]
[ROW][C]267[/C][C]21792[/C][C]35101.1058158862[/C][C]-13309.1058158862[/C][/ROW]
[ROW][C]268[/C][C]26263[/C][C]28451.5472559243[/C][C]-2188.54725592431[/C][/ROW]
[ROW][C]269[/C][C]23686[/C][C]41400.7268233791[/C][C]-17714.7268233791[/C][/ROW]
[ROW][C]270[/C][C]49303[/C][C]38039.4859974763[/C][C]11263.5140025237[/C][/ROW]
[ROW][C]271[/C][C]25659[/C][C]31598.71436344[/C][C]-5939.71436344005[/C][/ROW]
[ROW][C]272[/C][C]28904[/C][C]28101.3424970626[/C][C]802.657502937431[/C][/ROW]
[ROW][C]273[/C][C]2781[/C][C]4042.03173843254[/C][C]-1261.03173843254[/C][/ROW]
[ROW][C]274[/C][C]29236[/C][C]43723.7518040867[/C][C]-14487.7518040867[/C][/ROW]
[ROW][C]275[/C][C]19546[/C][C]23352.4772365685[/C][C]-3806.47723656848[/C][/ROW]
[ROW][C]276[/C][C]22818[/C][C]47839.1100580711[/C][C]-25021.1100580711[/C][/ROW]
[ROW][C]277[/C][C]32689[/C][C]21611.7735320048[/C][C]11077.2264679952[/C][/ROW]
[ROW][C]278[/C][C]5752[/C][C]9015.52971797932[/C][C]-3263.52971797932[/C][/ROW]
[ROW][C]279[/C][C]22197[/C][C]36082.499922011[/C][C]-13885.499922011[/C][/ROW]
[ROW][C]280[/C][C]20055[/C][C]28815.3298869476[/C][C]-8760.32988694756[/C][/ROW]
[ROW][C]281[/C][C]25272[/C][C]32329.5724765085[/C][C]-7057.57247650847[/C][/ROW]
[ROW][C]282[/C][C]82206[/C][C]28210.1119655921[/C][C]53995.8880344079[/C][/ROW]
[ROW][C]283[/C][C]32073[/C][C]32740.2631567593[/C][C]-667.26315675931[/C][/ROW]
[ROW][C]284[/C][C]5444[/C][C]11037.6084589544[/C][C]-5593.60845895442[/C][/ROW]
[ROW][C]285[/C][C]20154[/C][C]23083.9506767039[/C][C]-2929.95067670388[/C][/ROW]
[ROW][C]286[/C][C]36944[/C][C]22424.3021535119[/C][C]14519.6978464881[/C][/ROW]
[ROW][C]287[/C][C]8019[/C][C]20401.3511447656[/C][C]-12382.3511447656[/C][/ROW]
[ROW][C]288[/C][C]30884[/C][C]28931.8096624181[/C][C]1952.19033758187[/C][/ROW]
[ROW][C]289[/C][C]19540[/C][C]23849.2171032682[/C][C]-4309.21710326816[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=153770&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153770&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	112285	89330.4543626484	22954.5456373516
2	84786	71399.4614840298	13386.5385159702
3	83123	100650.613332283	-17527.6133322825
4	101193	88091.5574644387	13101.4425355613
5	38361	54949.1751541329	-16588.1751541329
6	68504	33480.9425056826	35023.0574943174
7	119182	110008.765548084	9173.23445191561
8	22807	17799.6499439425	5007.35005605748
9	17140	26421.0126813526	-9281.01268135263
10	116174	62098.5707751959	54075.4292248041
11	57635	64621.5366345543	-6986.53663455432
12	66198	91549.867868455	-25351.867868455
13	71701	107500.833381493	-35799.8333814927
14	57793	70498.1071830827	-12705.1071830827
15	80444	108316.056121772	-27872.0561217721
16	53855	93855.9031045311	-40000.9031045311
17	97668	128287.027527236	-30619.0275272356
18	133824	101409.66508935	32414.3349106498
19	101481	90444.1032272437	11036.8967727563
20	99645	68139.3889232702	31505.6110767298
21	114789	112264.220474358	2524.77952564245
22	99052	92139.0655093959	6912.9344906041
23	67654	100964.036820532	-33310.0368205316
24	65553	68166.6535159207	-2613.65351592067
25	97500	93959.4330916401	3540.56690835987
26	69112	88910.4927124212	-19798.4927124212
27	82753	69936.6913978332	12816.3086021668
28	85323	92008.726059682	-6685.72605968201
29	72654	97040.7231006516	-24386.7231006516
30	30727	51156.8850196807	-20429.8850196808
31	77873	92845.9022375783	-14972.9022375783
32	117478	97173.2665929046	20304.7334070954
33	74007	78252.9836763257	-4245.98367632569
34	90183	116711.6834578	-26528.6834578001
35	61542	57233.529408236	4308.47059176404
36	101494	106215.910614274	-4721.91061427444
37	27570	33938.652472697	-6368.65247269699
38	55813	75412.8218120084	-19599.8218120084
39	79215	99166.5643488741	-19951.5643488741
40	1423	192.477950372628	1230.52204962737
41	55461	69404.1967296929	-13943.1967296929
42	31081	38509.8668400311	-7428.86684003107
43	22996	34143.2715725013	-11147.2715725013
44	83122	99943.7169562986	-16821.7169562986
45	70106	113087.514881879	-42981.5148818787
46	60578	80718.9843895063	-20140.9843895063
47	39992	49118.590369083	-9126.59036908304
48	79892	74235.2641781335	5656.73582186646
49	49810	56921.5795757968	-7111.57957579684
50	71570	49946.5027611057	21623.4972388943
51	100708	88946.1980078756	11761.8019921244
52	33032	40512.7980186811	-7480.7980186811
53	82875	86443.3716089012	-3568.37160890124
54	139077	116010.21312401	23066.78687599
55	71595	79816.3089691825	-8221.30896918254
56	72260	72942.2992142863	-682.299214286272
57	5950	6929.87387566332	-979.873875663317
58	115762	133903.770776864	-18141.7707768636
59	32551	38843.4293141514	-6292.42931415135
60	31701	40065.4141927425	-8364.41419274253
61	80670	73130.0156445624	7539.98435543756
62	143558	113229.373045207	30328.6269547925
63	117105	79545.645019429	37559.354980571
64	23789	35412.3022223331	-11623.3022223331
65	120733	93319.2140011558	27413.7859988442
66	105195	110618.084355375	-5423.08435537526
67	73107	102648.846971558	-29541.8469715576
68	132068	130517.153274116	1550.84672588445
69	149193	101499.401001829	47693.5989981707
70	46821	84314.9674299779	-37493.9674299779
71	87011	87096.8324526794	-85.8324526794029
72	95260	69963.1248198897	25296.8751801103
73	55183	69359.4322128233	-14176.4322128233
74	106671	77120.9498100975	29550.0501899025
75	73511	95189.1667272785	-21678.1667272785
76	92945	92134.8636591608	810.136340839182
77	78664	89885.4287641215	-11221.4287641215
78	70054	105838.084812719	-35784.084812719
79	22618	46509.861581583	-23891.861581583
80	74011	94907.1941755254	-20896.1941755254
81	83737	73119.7310475343	10617.2689524657
82	69094	84345.6944247985	-15251.6944247985
83	93133	116550.359713985	-23417.3597139846
84	95536	93936.2973007852	1599.70269921479
85	225920	93306.9212970091	132613.078702991
86	62133	81479.7925072674	-19346.7925072674
87	61370	67515.8500156012	-6145.85001560119
88	43836	50396.3353127978	-6560.33531279777
89	106117	114836.039780063	-8719.03978006251
90	38692	60272.7367150194	-21580.7367150194
91	84651	96072.419368385	-11421.419368385
92	56622	33305.2106440405	23316.7893559595
93	15986	36075.3128604793	-20089.3128604793
94	95364	77198.4466523315	18165.5533476685
95	26706	47686.0639598589	-20980.063959859
96	89691	77251.2852576741	12439.7147423259
97	67267	93879.7728048112	-26612.7728048112
98	126846	93644.5502637443	33201.4497362557
99	41140	77677.2125189405	-36537.2125189405
100	102860	101697.06338866	1162.9366113397
101	51715	59685.2821583541	-7970.2821583541
102	55801	85576.2649298685	-29775.2649298685
103	111813	82179.6378969482	29633.3621030518
104	120293	71187.3695940193	49105.6304059807
105	138599	82952.0138969567	55646.9861030432
106	161647	106802.120733912	54844.8792660883
107	115929	133905.462314019	-17976.4623140194
108	24266	35755.6737343825	-11489.6737343825
109	162901	123948.829773865	38952.1702261346
110	109825	112134.021913809	-2309.02191380942
111	129838	99805.5376045272	30032.4623954728
112	37510	62585.9028358378	-25075.9028358378
113	43750	31591.4817210729	12158.5182789271
114	40652	68682.3617980184	-28030.3617980184
115	87771	78539.3083307791	9231.69166922096
116	85872	86819.3294741167	-947.329474116729
117	89275	112197.924344201	-22922.9243442011
118	44418	58671.8741911749	-14253.8741911749
119	192565	41595.3918747084	150969.608125292
120	35232	35961.2478790852	-729.247879085209
121	40909	49498.8979725828	-8589.89797258284
122	13294	23991.2422177622	-10697.2422177622
123	32387	43027.3876281331	-10640.3876281331
124	140867	67804.5468143301	73062.4531856699
125	120662	83998.7362592237	36663.2637407763
126	21233	35752.4700432493	-14519.4700432493
127	44332	38386.6101988235	5945.38980117654
128	61056	49333.0538691166	11722.9461308834
129	101338	116124.141690194	-14786.1416901944
130	1168	6084.06947935478	-4916.06947935478
131	13497	19768.2464623909	-6271.24646239089
132	65567	84090.3182086991	-18523.3182086991
133	25162	34083.9394048886	-8921.93940488858
134	32334	39250.1473411842	-6916.14734118422
135	40735	69795.7316359265	-29060.7316359265
136	91413	111374.320322793	-19961.3203227934
137	855	2059.32800404858	-1204.32800404858
138	97068	77120.2570086829	19947.7429913171
139	44339	13952.319987819	30386.680012181
140	14116	15768.1304699064	-1652.13046990639
141	10288	18896.4095881984	-8608.40958819843
142	65622	49795.0272711709	15826.9727288291
143	16563	24433.5657898046	-7870.5657898046
144	76643	92467.410206095	-15824.410206095
145	110681	92990.5089487228	17690.4910512772
146	29011	32400.7040608971	-3389.70406089705
147	92696	75809.8720969381	16886.1279030619
148	94785	41656.7716661277	53128.2283338723
149	8773	15907.2564422184	-7134.25644221844
150	83209	65605.1504852938	17603.8495147062
151	93815	105383.341804479	-11568.3418044794
152	86687	75634.0144407268	11052.9855592732
153	34553	40175.2085586142	-5622.20855861424
154	105547	125083.878227411	-19536.8782274115
155	103487	113588.792303703	-10101.7923037034
156	213688	136437.593664885	77250.406335115
157	71220	68380.2855416795	2839.71445832051
158	23517	27855.7316214245	-4338.73162142449
159	56926	42802.9085883599	14123.0914116401
160	91721	94271.8677163892	-2550.86771638918
161	115168	113356.570331367	1811.42966863331
162	111194	60114.9842229372	51079.0157770628
163	51009	41974.4131006481	9034.58689935188
164	135777	106448.800010157	29328.1999898425
165	51513	63262.8847594927	-11749.8847594927
166	74163	89918.0439981481	-15755.0439981481
167	51633	72451.1813703199	-20818.1813703199
168	75345	47521.0173224503	27823.9826775497
169	33416	51508.1583936098	-18092.1583936098
170	83305	60089.4540804463	23215.5459195537
171	98952	106122.413488811	-7170.4134888109
172	102372	94894.1097492184	7477.89025078163
173	37238	53459.3118946618	-16221.3118946618
174	103772	129420.097783596	-25648.0977835961
175	123969	107491.846309289	16477.1536907111
176	27142	30482.0719971227	-3340.07199712266
177	135400	82723.3729192151	52676.6270807849
178	21399	32860.7364315097	-11461.7364315097
179	130115	113089.950932087	17025.0490679126
180	24874	46792.4350117335	-21918.4350117335
181	34988	29935.2426352073	5052.75736479269
182	45549	39584.7591105459	5964.24088945407
183	6023	2450.44379189166	3572.55620810834
184	64466	67155.429981579	-2689.42998157898
185	54990	106249.656155946	-51259.6561559457
186	1644	2652.59910365489	-1008.59910365489
187	6179	13266.5224614047	-7087.52246140465
188	3926	2425.3245069675	1500.6754930325
189	32755	38642.194459446	-5887.194459446
190	34777	50810.0922701177	-16033.0922701177
191	73224	58762.3048246013	14461.6951753987
192	27114	28793.2989137711	-1679.29891377113
193	20760	35075.6255422884	-14315.6255422884
194	37636	33958.5659849841	3677.43401501589
195	65461	53223.5954775374	12237.4045224626
196	30080	45451.9563835145	-15371.9563835145
197	24094	26266.2212844251	-2172.2212844251
198	69008	27502.3227658715	41505.6772341285
199	54968	35760.3196228283	19207.6803771717
200	46090	34288.3343416964	11801.6656583035
201	27507	35403.6611849382	-7896.6611849382
202	10672	32552.1244722655	-21880.1244722655
203	34029	41275.2659278208	-7246.26592782078
204	46300	34895.8493976269	11404.1506023731
205	24760	34650.8006601035	-9890.80066010346
206	18779	23480.4770152993	-4701.47701529927
207	21280	31207.7142685975	-9927.71426859753
208	40662	44960.6369042283	-4298.6369042283
209	28987	41625.8372041913	-12638.8372041913
210	22827	49322.7165883023	-26495.7165883023
211	18513	32527.096759457	-14014.096759457
212	30594	39536.9836723662	-8942.98367236618
213	24006	26329.7249823762	-2323.72498237618
214	27913	35829.68224249	-7916.68224249002
215	42744	34955.9813110435	7788.0186889565
216	12934	27490.7598611034	-14556.7598611034
217	22574	22827.2647056614	-253.264705661427
218	41385	34243.488619776	7141.51138022396
219	18653	36295.5694436588	-17642.5694436588
220	18472	26231.1138114448	-7759.11381144477
221	30976	32916.8358214923	-1940.83582149231
222	63339	46187.2207450755	17151.7792549245
223	25568	40044.3277181188	-14476.3277181188
224	33747	29720.424173665	4026.57582633498
225	4154	18753.0567078432	-14599.0567078432
226	19474	44215.5242616375	-24741.5242616375
227	35130	21759.2903090783	13370.7096909217
228	39067	34824.5970177825	4242.4029822175
229	13310	29650.2587401799	-16340.2587401799
230	65892	32681.2727930286	33210.7272069714
231	4143	16173.5596986976	-12030.5596986976
232	28579	31030.6785275709	-2451.67852757085
233	51776	26974.2890895269	24801.7109104731
234	21152	22399.8556586811	-1247.85565868109
235	38084	32378.7758903508	5705.22410964923
236	27717	36087.208851168	-8370.20885116796
237	32928	40957.8673246972	-8029.86732469721
238	11342	24994.0358393059	-13652.0358393059
239	19499	29364.3899618988	-9865.38996189878
240	16380	21650.7559969975	-5270.75599699753
241	36874	26318.5311182627	10555.4688817373
242	48259	45436.6666984532	2822.33330154683
243	16734	31016.8927555209	-14282.8927555209
244	28207	28846.1841218358	-639.184121835756
245	30143	27304.6304352455	2838.36956475445
246	41369	33463.9974886914	7905.00251130856
247	45833	39261.439700101	6571.560299899
248	29156	27269.3431243912	1886.6568756088
249	35944	24549.5433011105	11394.4566988895
250	36278	14017.2688626644	22260.7311373356
251	45588	43431.6136780424	2156.38632195761
252	45097	43232.8312375634	1864.16876243658
253	3895	7759.07648525638	-3864.07648525638
254	28394	30361.7937141228	-1967.79371412278
255	18632	28195.6483403963	-9563.64834039634
256	2325	8377.87404019806	-6052.87404019806
257	25139	19482.7219065326	5656.27809346736
258	27975	33171.4103045299	-5196.41030452988
259	14483	27364.260467462	-12881.260467462
260	13127	17861.2878826146	-4734.28788261459
261	5839	13569.4055384237	-7730.40553842367
262	24069	37584.2284234042	-13515.2284234042
263	3738	9978.25961647612	-6240.25961647612
264	18625	30497.8282376012	-11872.8282376012
265	36341	22685.7283813086	13655.2716186914
266	24548	34345.4360079288	-9797.43600792883
267	21792	35101.1058158862	-13309.1058158862
268	26263	28451.5472559243	-2188.54725592431
269	23686	41400.7268233791	-17714.7268233791
270	49303	38039.4859974763	11263.5140025237
271	25659	31598.71436344	-5939.71436344005
272	28904	28101.3424970626	802.657502937431
273	2781	4042.03173843254	-1261.03173843254
274	29236	43723.7518040867	-14487.7518040867
275	19546	23352.4772365685	-3806.47723656848
276	22818	47839.1100580711	-25021.1100580711
277	32689	21611.7735320048	11077.2264679952
278	5752	9015.52971797932	-3263.52971797932
279	22197	36082.499922011	-13885.499922011
280	20055	28815.3298869476	-8760.32988694756
281	25272	32329.5724765085	-7057.57247650847
282	82206	28210.1119655921	53995.8880344079
283	32073	32740.2631567593	-667.26315675931
284	5444	11037.6084589544	-5593.60845895442
285	20154	23083.9506767039	-2929.95067670388
286	36944	22424.3021535119	14519.6978464881
287	8019	20401.3511447656	-12382.3511447656
288	30884	28931.8096624181	1952.19033758187
289	19540	23849.2171032682	-4309.21710326816

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.849482475827577	0.301035048344846	0.150517524172423
11	0.791817261894999	0.416365476210002	0.208182738105001
12	0.89432472447648	0.21135055104704	0.10567527552352
13	0.867955378413609	0.264089243172782	0.132044621586391
14	0.838999711398544	0.322000577202912	0.161000288601456
15	0.84399277781755	0.3120144443649	0.15600722218245
16	0.867014247409257	0.265971505181486	0.132985752590743
17	0.81961113973405	0.3607777205319	0.18038886026595
18	0.833460488090603	0.333079023818794	0.166539511909397
19	0.858349435316548	0.283301129366905	0.141650564683452
20	0.832303935624916	0.335392128750167	0.167696064375084
21	0.779489225667979	0.441021548664043	0.220510774332021
22	0.726724174913362	0.546551650173277	0.273275825086638
23	0.719168906893424	0.561662186213152	0.280831093106576
24	0.671984523553053	0.656030952893894	0.328015476446947
25	0.607589361396071	0.784821277207857	0.392410638603929
26	0.612019601881125	0.77596079623775	0.387980398118875
27	0.601092964031513	0.797814071936975	0.398907035968487
28	0.538555607399285	0.922888785201431	0.461444392600716
29	0.520891561442635	0.958216877114729	0.479108438557365
30	0.53681510553071	0.92636978893858	0.46318489446929
31	0.49424069929422	0.988481398588439	0.50575930070578
32	0.512231328454126	0.975537343091749	0.487768671545874
33	0.482609043058266	0.965218086116533	0.517390956941734
34	0.43600507507712	0.872010150154241	0.56399492492288
35	0.379870313753293	0.759740627506586	0.620129686246707
36	0.32744242630639	0.654884852612781	0.67255757369361
37	0.324078753989517	0.648157507979034	0.675921246010483
38	0.297647251450621	0.595294502901242	0.702352748549379
39	0.256954506833366	0.513909013666732	0.743045493166634
40	0.260984877553836	0.521969755107672	0.739015122446164
41	0.227594941780233	0.455189883560466	0.772405058219767
42	0.207041343998742	0.414082687997484	0.792958656001258
43	0.184223578934609	0.368447157869218	0.815776421065391
44	0.154399569977311	0.308799139954622	0.845600430022689
45	0.231135379802065	0.46227075960413	0.768864620197935
46	0.209730366379871	0.419460732759742	0.790269633620129
47	0.17623723148358	0.35247446296716	0.82376276851642
48	0.150712909740218	0.301425819480436	0.849287090259782
49	0.125186741993424	0.250373483986849	0.874813258006576
50	0.138494976413354	0.276989952826708	0.861505023586646
51	0.139606071422432	0.279212142844863	0.860393928577568
52	0.11924985121135	0.2384997024227	0.88075014878865
53	0.0973278669365263	0.194655733873053	0.902672133063474
54	0.107006095318426	0.214012190636851	0.892993904681574
55	0.0907919257401835	0.181583851480367	0.909208074259817
56	0.0739995652749822	0.147999130549964	0.926000434725018
57	0.0614155212684966	0.122831042536993	0.938584478731503
58	0.0596722379163971	0.119344475832794	0.940327762083603
59	0.0494859476817873	0.0989718953635746	0.950514052318213
60	0.0404494287841151	0.0808988575682302	0.959550571215885
61	0.0325210944847299	0.0650421889694598	0.96747890551527
62	0.0494771512767719	0.0989543025535439	0.950522848723228
63	0.0701053628967651	0.14021072579353	0.929894637103235
64	0.060990320015442	0.121980640030884	0.939009679984558
65	0.0710083618412262	0.142016723682452	0.928991638158774
66	0.0589784309635991	0.117956861927198	0.941021569036401
67	0.0650963714625401	0.13019274292508	0.93490362853746
68	0.0534148872807454	0.106829774561491	0.946585112719255
69	0.104353472171501	0.208706944343002	0.895646527828499
70	0.138044815120801	0.276089630241602	0.861955184879199
71	0.11728541595247	0.234570831904941	0.88271458404753
72	0.139913063406113	0.279826126812226	0.860086936593887
73	0.124909194309499	0.249818388618997	0.875090805690501
74	0.145376046057946	0.290752092115891	0.854623953942054
75	0.141115642972416	0.282231285944832	0.858884357027584
76	0.119729968895472	0.239459937790945	0.880270031104528
77	0.10686929618625	0.213738592372501	0.89313070381375
78	0.130104424274159	0.260208848548319	0.869895575725841
79	0.132572750377579	0.265145500755158	0.867427249622421
80	0.124815563505789	0.249631127011578	0.875184436494211
81	0.111681413935024	0.223362827870048	0.888318586064976
82	0.0999229718802145	0.199845943760429	0.900077028119785
83	0.0980061036620546	0.196012207324109	0.901993896337945
84	0.0834192603384602	0.16683852067692	0.91658073966154
85	0.9584351054019	0.0831297891962002	0.0415648945981001
86	0.955367213292738	0.0892655734145235	0.0446327867072618
87	0.946502846494006	0.106994307011988	0.053497153505994
88	0.93670277856912	0.126594442861759	0.0632972214308795
89	0.925554636886598	0.148890726226805	0.0744453631134024
90	0.924130646739264	0.151738706521472	0.0758693532607361
91	0.913633334634375	0.17273333073125	0.0863666653656251
92	0.909962175906321	0.180075648187358	0.0900378240936788
93	0.905339138975343	0.189321722049313	0.0946608610246567
94	0.899378093476988	0.201243813046024	0.100621906523012
95	0.896703096069656	0.206593807860689	0.103296903930344
96	0.884770104898287	0.230459790203425	0.115229895101713
97	0.885524365083527	0.228951269832946	0.114475634916473
98	0.902035738177422	0.195928523645155	0.0979642618225776
99	0.920365933766715	0.15926813246657	0.079634066233285
100	0.906384480173116	0.187231039653768	0.0936155198268842
101	0.893497494627252	0.213005010745496	0.106502505372748
102	0.901779604752085	0.196440790495831	0.0982203952479153
103	0.912618254817988	0.174763490364024	0.087381745182012
104	0.951527607352576	0.0969447852948483	0.0484723926474241
105	0.979616529441329	0.0407669411173423	0.0203834705586712
106	0.992079897244589	0.0158402055108217	0.00792010275541087
107	0.991581375530252	0.0168372489394952	0.00841862446974759
108	0.989976202591116	0.020047594817769	0.0100237974088845
109	0.992750454288818	0.0144990914223644	0.00724954571118219
110	0.990988651267902	0.0180226974641951	0.00901134873209753
111	0.99233849843374	0.0153230031325201	0.00766150156626007
112	0.992996768167742	0.014006463664516	0.00700323183225801
113	0.991550810836716	0.0168983783265683	0.00844918916328417
114	0.992851207504529	0.0142975849909417	0.00714879249547085
115	0.991261130582834	0.017477738834332	0.00873886941716599
116	0.989074499239815	0.02185100152037	0.010925500760185
117	0.989167091482325	0.0216658170353494	0.0108329085176747
118	0.987661049265484	0.0246779014690325	0.0123389507345162
119	0.999999996612339	6.77532217990196e-09	3.38766108995098e-09
120	0.999999994446386	1.11072282580048e-08	5.5536141290024e-09
121	0.999999991609735	1.67805302838434e-08	8.39026514192169e-09
122	0.999999988250579	2.34988426970841e-08	1.1749421348542e-08
123	0.999999983570614	3.28587713034844e-08	1.64293856517422e-08
124	0.999999999921289	1.57421385686825e-10	7.87106928434127e-11
125	0.999999999964983	7.0034476369666e-11	3.5017238184833e-11
126	0.999999999954271	9.14577896331119e-11	4.5728894816556e-11
127	0.999999999922068	1.55863523819188e-10	7.79317619095939e-11
128	0.999999999888826	2.22348644526157e-10	1.11174322263079e-10
129	0.999999999834946	3.30107378486211e-10	1.65053689243105e-10
130	0.999999999739046	5.21908064358841e-10	2.6095403217942e-10
131	0.999999999588684	8.22631872697234e-10	4.11315936348617e-10
132	0.999999999474196	1.05160759204844e-09	5.25803796024221e-10
133	0.999999999196041	1.60791753591832e-09	8.03958767959161e-10
134	0.999999998733157	2.53368557479318e-09	1.26684278739659e-09
135	0.999999999218535	1.56292965008151e-09	7.81464825040755e-10
136	0.999999999101109	1.79778207802232e-09	8.9889103901116e-10
137	0.999999998549886	2.90022738436956e-09	1.45011369218478e-09
138	0.999999998349852	3.30029589038504e-09	1.65014794519252e-09
139	0.999999999002698	1.99460492966605e-09	9.97302464833023e-10
140	0.999999998360294	3.27941246917124e-09	1.63970623458562e-09
141	0.9999999974743	5.0513995612049e-09	2.52569978060245e-09
142	0.999999996910972	6.17805562921997e-09	3.08902781460999e-09
143	0.999999995365308	9.26938331943452e-09	4.63469165971726e-09
144	0.999999994401516	1.1196967680319e-08	5.59848384015951e-09
145	0.999999992600329	1.47993427443168e-08	7.3996713721584e-09
146	0.999999988243652	2.35126957051788e-08	1.17563478525894e-08
147	0.999999983844878	3.23102434715769e-08	1.61551217357885e-08
148	0.999999998507619	2.98476242018775e-09	1.49238121009388e-09
149	0.999999997612578	4.77484373148653e-09	2.38742186574327e-09
150	0.999999996875772	6.24845647997402e-09	3.12422823998701e-09
151	0.999999995811643	8.37671325520335e-09	4.18835662760168e-09
152	0.999999993469894	1.30602117658724e-08	6.53010588293621e-09
153	0.999999989478789	2.10424215488566e-08	1.05212107744283e-08
154	0.999999990170584	1.96588313036688e-08	9.8294156518344e-09
155	0.999999985798014	2.84039725996884e-08	1.42019862998442e-08
156	0.99999999998428	3.14405056108711e-11	1.57202528054355e-11
157	0.999999999972581	5.48383515655813e-11	2.74191757827906e-11
158	0.99999999995129	9.74191126567244e-11	4.87095563283622e-11
159	0.999999999930631	1.38737384473648e-10	6.9368692236824e-11
160	0.999999999885382	2.29236710207737e-10	1.14618355103869e-10
161	0.999999999798394	4.03212754383145e-10	2.01606377191572e-10
162	0.999999999994709	1.05828741188367e-11	5.29143705941837e-12
163	0.999999999990509	1.89817611345365e-11	9.49088056726825e-12
164	0.999999999994906	1.01875552181134e-11	5.0937776090567e-12
165	0.999999999991947	1.61051271752733e-11	8.05256358763667e-12
166	0.99999999998726	2.54798344625119e-11	1.27399172312559e-11
167	0.999999999987288	2.54244493181112e-11	1.27122246590556e-11
168	0.999999999992596	1.4808589838979e-11	7.40429491948948e-12
169	0.999999999990795	1.84094942568313e-11	9.20474712841564e-12
170	0.999999999995723	8.55345583553998e-12	4.27672791776999e-12
171	0.999999999992052	1.58952008737338e-11	7.94760043686692e-12
172	0.999999999988532	2.29358230126322e-11	1.14679115063161e-11
173	0.999999999984204	3.15920398846317e-11	1.57960199423158e-11
174	0.999999999981631	3.67376638691747e-11	1.83688319345874e-11
175	0.999999999981769	3.64619754334442e-11	1.82309877167221e-11
176	0.999999999966674	6.66525254456886e-11	3.33262627228443e-11
177	0.999999999999872	2.5686272255024e-13	1.2843136127512e-13
178	0.999999999999785	4.29693632773231e-13	2.14846816386616e-13
179	0.999999999999993	1.33271118593428e-14	6.6635559296714e-15
180	0.999999999999991	1.87447392053745e-14	9.37236960268727e-15
181	0.999999999999981	3.77722238748605e-14	1.88861119374303e-14
182	0.999999999999969	6.1221390142796e-14	3.0610695071398e-14
183	0.999999999999936	1.28532632432255e-13	6.42663162161273e-14
184	0.999999999999882	2.36869546780919e-13	1.1843477339046e-13
185	0.999999999999969	6.10609533988263e-14	3.05304766994131e-14
186	0.999999999999936	1.28474880163366e-13	6.42374400816832e-14
187	0.999999999999879	2.41882516104077e-13	1.20941258052039e-13
188	0.999999999999747	5.05119785609954e-13	2.52559892804977e-13
189	0.99999999999952	9.6064769211728e-13	4.8032384605864e-13
190	0.999999999999212	1.57624753255825e-12	7.88123766279125e-13
191	0.999999999999448	1.10431188487127e-12	5.52155942435635e-13
192	0.999999999998888	2.22482588333266e-12	1.11241294166633e-12
193	0.999999999998243	3.51460934133964e-12	1.75730467066982e-12
194	0.999999999996424	7.15293229408647e-12	3.57646614704323e-12
195	0.999999999997347	5.30618867085603e-12	2.65309433542801e-12
196	0.999999999995265	9.4692911427882e-12	4.7346455713941e-12
197	0.999999999990633	1.87335768583714e-11	9.36678842918571e-12
198	0.999999999999862	2.75396093191824e-13	1.37698046595912e-13
199	0.999999999999884	2.32487331658933e-13	1.16243665829467e-13
200	0.999999999999903	1.94171371689183e-13	9.70856858445915e-14
201	0.999999999999793	4.14144806801617e-13	2.07072403400808e-13
202	0.999999999999785	4.30544589448137e-13	2.15272294724068e-13
203	0.999999999999546	9.08222245023404e-13	4.54111122511702e-13
204	0.999999999999289	1.42172838556815e-12	7.10864192784073e-13
205	0.999999999998821	2.35722368860614e-12	1.17861184430307e-12
206	0.999999999997636	4.72824432362232e-12	2.36412216181116e-12
207	0.999999999995792	8.41644465504369e-12	4.20822232752185e-12
208	0.99999999999105	1.78989238177776e-11	8.94946190888879e-12
209	0.999999999984266	3.146734410143e-11	1.5733672050715e-11
210	0.999999999986016	2.79690003872538e-11	1.39845001936269e-11
211	0.999999999977049	4.59010243448164e-11	2.29505121724082e-11
212	0.999999999955998	8.80038096579399e-11	4.400190482897e-11
213	0.999999999907858	1.84282980638633e-10	9.21414903193167e-11
214	0.999999999811708	3.76584983970732e-10	1.88292491985366e-10
215	0.99999999966944	6.6111942362437e-10	3.30559711812185e-10
216	0.99999999960366	7.92679825842371e-10	3.96339912921186e-10
217	0.999999999201411	1.59717838354278e-09	7.98589191771391e-10
218	0.999999999251089	1.49782260389736e-09	7.48911301948678e-10
219	0.999999998659397	2.68120529225681e-09	1.34060264612841e-09
220	0.999999997549669	4.90066299969711e-09	2.45033149984855e-09
221	0.999999995089285	9.82142984025996e-09	4.91071492012998e-09
222	0.999999998426754	3.1464927299423e-09	1.57324636497115e-09
223	0.999999998254845	3.49031078989786e-09	1.74515539494893e-09
224	0.999999996738986	6.52202749641832e-09	3.26101374820916e-09
225	0.999999995385622	9.22875521603538e-09	4.61437760801769e-09
226	0.999999996924786	6.1504281340643e-09	3.07521406703215e-09
227	0.99999999567439	8.65122088944675e-09	4.32561044472337e-09
228	0.999999993091344	1.38173116456521e-08	6.90865582282604e-09
229	0.999999993809672	1.23806568029065e-08	6.19032840145324e-09
230	0.99999999826616	3.46768022039765e-09	1.73384011019882e-09
231	0.999999997435898	5.12820403075185e-09	2.56410201537593e-09
232	0.999999994585161	1.08296789097467e-08	5.41483945487333e-09
233	0.999999995523989	8.95202292106434e-09	4.47601146053217e-09
234	0.999999990257155	1.9485688968816e-08	9.74284448440802e-09
235	0.999999981592189	3.68156225466106e-08	1.84078112733053e-08
236	0.9999999612902	7.7419600530957e-08	3.87098002654785e-08
237	0.999999936269046	1.27461908161617e-07	6.37309540808083e-08
238	0.99999989957328	2.00853439688069e-07	1.00426719844034e-07
239	0.999999829935738	3.40128524949842e-07	1.70064262474921e-07
240	0.999999664290291	6.71419417369114e-07	3.35709708684557e-07
241	0.999999397230203	1.2055395945271e-06	6.02769797263549e-07
242	0.999998864935384	2.27012923197044e-06	1.13506461598522e-06
243	0.999998539412554	2.9211748917377e-06	1.46058744586885e-06
244	0.999997269996322	5.4600073559266e-06	2.7300036779633e-06
245	0.999994725148985	1.05497020293967e-05	5.27485101469837e-06
246	0.999992768783327	1.44624333463185e-05	7.23121667315926e-06
247	0.999988385582206	2.32288355876041e-05	1.16144177938021e-05
248	0.999977461973969	4.50760520628613e-05	2.25380260314307e-05
249	0.999964912808033	7.01743839346512e-05	3.50871919673256e-05
250	0.999979212688818	4.15746223637253e-05	2.07873111818626e-05
251	0.999959445174142	8.11096517155702e-05	4.05548258577851e-05
252	0.999933011115523	0.000133977768954952	6.6988884477476e-05
253	0.99987261362341	0.000254772753180816	0.000127386376590408
254	0.999783736229648	0.000432527540703297	0.000216263770351648
255	0.999698659212589	0.000602681574821088	0.000301340787410544
256	0.999490194435036	0.00101961112992856	0.000509805564964278
257	0.999349864118014	0.00130027176397199	0.000650135881985995
258	0.998878573043232	0.00224285391353535	0.00112142695676767
259	0.998755611164183	0.00248877767163407	0.00124438883581703
260	0.997877771877531	0.0042444562449372	0.0021222281224686
261	0.997500464035603	0.0049990719287933	0.00249953596439665
262	0.995617305283577	0.0087653894328469	0.00438269471642345
263	0.993996475422992	0.0120070491540158	0.0060035245770079
264	0.989733222696259	0.0205335546074812	0.0102667773037406
265	0.984020732672009	0.0319585346559812	0.0159792673279906
266	0.973947003033915	0.0521059939321694	0.0260529969660847
267	0.963116993808289	0.073766012383422	0.036883006191711
268	0.945485179165873	0.109029641668255	0.0545148208341273
269	0.940368520741047	0.119262958517906	0.0596314792589532
270	0.917953085406484	0.164093829187032	0.0820469145935162
271	0.972776435973401	0.0544471280531986	0.0272235640265993
272	0.952370961138965	0.0952580777220692	0.0476290388610346
273	0.935404632068127	0.129190735863747	0.0645953679318733
274	0.944639977968733	0.110720044062535	0.0553600220312674
275	0.904430292055819	0.191139415888363	0.0955697079441814
276	0.850906324772602	0.298187350454797	0.149093675227398
277	0.85247846183027	0.295043076339459	0.14752153816973
278	0.949064838168582	0.101870323662837	0.0509351618314183
279	0.900423061245045	0.199153877509909	0.0995769387549546

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
10 & 0.849482475827577 & 0.301035048344846 & 0.150517524172423 \tabularnewline
11 & 0.791817261894999 & 0.416365476210002 & 0.208182738105001 \tabularnewline
12 & 0.89432472447648 & 0.21135055104704 & 0.10567527552352 \tabularnewline
13 & 0.867955378413609 & 0.264089243172782 & 0.132044621586391 \tabularnewline
14 & 0.838999711398544 & 0.322000577202912 & 0.161000288601456 \tabularnewline
15 & 0.84399277781755 & 0.3120144443649 & 0.15600722218245 \tabularnewline
16 & 0.867014247409257 & 0.265971505181486 & 0.132985752590743 \tabularnewline
17 & 0.81961113973405 & 0.3607777205319 & 0.18038886026595 \tabularnewline
18 & 0.833460488090603 & 0.333079023818794 & 0.166539511909397 \tabularnewline
19 & 0.858349435316548 & 0.283301129366905 & 0.141650564683452 \tabularnewline
20 & 0.832303935624916 & 0.335392128750167 & 0.167696064375084 \tabularnewline
21 & 0.779489225667979 & 0.441021548664043 & 0.220510774332021 \tabularnewline
22 & 0.726724174913362 & 0.546551650173277 & 0.273275825086638 \tabularnewline
23 & 0.719168906893424 & 0.561662186213152 & 0.280831093106576 \tabularnewline
24 & 0.671984523553053 & 0.656030952893894 & 0.328015476446947 \tabularnewline
25 & 0.607589361396071 & 0.784821277207857 & 0.392410638603929 \tabularnewline
26 & 0.612019601881125 & 0.77596079623775 & 0.387980398118875 \tabularnewline
27 & 0.601092964031513 & 0.797814071936975 & 0.398907035968487 \tabularnewline
28 & 0.538555607399285 & 0.922888785201431 & 0.461444392600716 \tabularnewline
29 & 0.520891561442635 & 0.958216877114729 & 0.479108438557365 \tabularnewline
30 & 0.53681510553071 & 0.92636978893858 & 0.46318489446929 \tabularnewline
31 & 0.49424069929422 & 0.988481398588439 & 0.50575930070578 \tabularnewline
32 & 0.512231328454126 & 0.975537343091749 & 0.487768671545874 \tabularnewline
33 & 0.482609043058266 & 0.965218086116533 & 0.517390956941734 \tabularnewline
34 & 0.43600507507712 & 0.872010150154241 & 0.56399492492288 \tabularnewline
35 & 0.379870313753293 & 0.759740627506586 & 0.620129686246707 \tabularnewline
36 & 0.32744242630639 & 0.654884852612781 & 0.67255757369361 \tabularnewline
37 & 0.324078753989517 & 0.648157507979034 & 0.675921246010483 \tabularnewline
38 & 0.297647251450621 & 0.595294502901242 & 0.702352748549379 \tabularnewline
39 & 0.256954506833366 & 0.513909013666732 & 0.743045493166634 \tabularnewline
40 & 0.260984877553836 & 0.521969755107672 & 0.739015122446164 \tabularnewline
41 & 0.227594941780233 & 0.455189883560466 & 0.772405058219767 \tabularnewline
42 & 0.207041343998742 & 0.414082687997484 & 0.792958656001258 \tabularnewline
43 & 0.184223578934609 & 0.368447157869218 & 0.815776421065391 \tabularnewline
44 & 0.154399569977311 & 0.308799139954622 & 0.845600430022689 \tabularnewline
45 & 0.231135379802065 & 0.46227075960413 & 0.768864620197935 \tabularnewline
46 & 0.209730366379871 & 0.419460732759742 & 0.790269633620129 \tabularnewline
47 & 0.17623723148358 & 0.35247446296716 & 0.82376276851642 \tabularnewline
48 & 0.150712909740218 & 0.301425819480436 & 0.849287090259782 \tabularnewline
49 & 0.125186741993424 & 0.250373483986849 & 0.874813258006576 \tabularnewline
50 & 0.138494976413354 & 0.276989952826708 & 0.861505023586646 \tabularnewline
51 & 0.139606071422432 & 0.279212142844863 & 0.860393928577568 \tabularnewline
52 & 0.11924985121135 & 0.2384997024227 & 0.88075014878865 \tabularnewline
53 & 0.0973278669365263 & 0.194655733873053 & 0.902672133063474 \tabularnewline
54 & 0.107006095318426 & 0.214012190636851 & 0.892993904681574 \tabularnewline
55 & 0.0907919257401835 & 0.181583851480367 & 0.909208074259817 \tabularnewline
56 & 0.0739995652749822 & 0.147999130549964 & 0.926000434725018 \tabularnewline
57 & 0.0614155212684966 & 0.122831042536993 & 0.938584478731503 \tabularnewline
58 & 0.0596722379163971 & 0.119344475832794 & 0.940327762083603 \tabularnewline
59 & 0.0494859476817873 & 0.0989718953635746 & 0.950514052318213 \tabularnewline
60 & 0.0404494287841151 & 0.0808988575682302 & 0.959550571215885 \tabularnewline
61 & 0.0325210944847299 & 0.0650421889694598 & 0.96747890551527 \tabularnewline
62 & 0.0494771512767719 & 0.0989543025535439 & 0.950522848723228 \tabularnewline
63 & 0.0701053628967651 & 0.14021072579353 & 0.929894637103235 \tabularnewline
64 & 0.060990320015442 & 0.121980640030884 & 0.939009679984558 \tabularnewline
65 & 0.0710083618412262 & 0.142016723682452 & 0.928991638158774 \tabularnewline
66 & 0.0589784309635991 & 0.117956861927198 & 0.941021569036401 \tabularnewline
67 & 0.0650963714625401 & 0.13019274292508 & 0.93490362853746 \tabularnewline
68 & 0.0534148872807454 & 0.106829774561491 & 0.946585112719255 \tabularnewline
69 & 0.104353472171501 & 0.208706944343002 & 0.895646527828499 \tabularnewline
70 & 0.138044815120801 & 0.276089630241602 & 0.861955184879199 \tabularnewline
71 & 0.11728541595247 & 0.234570831904941 & 0.88271458404753 \tabularnewline
72 & 0.139913063406113 & 0.279826126812226 & 0.860086936593887 \tabularnewline
73 & 0.124909194309499 & 0.249818388618997 & 0.875090805690501 \tabularnewline
74 & 0.145376046057946 & 0.290752092115891 & 0.854623953942054 \tabularnewline
75 & 0.141115642972416 & 0.282231285944832 & 0.858884357027584 \tabularnewline
76 & 0.119729968895472 & 0.239459937790945 & 0.880270031104528 \tabularnewline
77 & 0.10686929618625 & 0.213738592372501 & 0.89313070381375 \tabularnewline
78 & 0.130104424274159 & 0.260208848548319 & 0.869895575725841 \tabularnewline
79 & 0.132572750377579 & 0.265145500755158 & 0.867427249622421 \tabularnewline
80 & 0.124815563505789 & 0.249631127011578 & 0.875184436494211 \tabularnewline
81 & 0.111681413935024 & 0.223362827870048 & 0.888318586064976 \tabularnewline
82 & 0.0999229718802145 & 0.199845943760429 & 0.900077028119785 \tabularnewline
83 & 0.0980061036620546 & 0.196012207324109 & 0.901993896337945 \tabularnewline
84 & 0.0834192603384602 & 0.16683852067692 & 0.91658073966154 \tabularnewline
85 & 0.9584351054019 & 0.0831297891962002 & 0.0415648945981001 \tabularnewline
86 & 0.955367213292738 & 0.0892655734145235 & 0.0446327867072618 \tabularnewline
87 & 0.946502846494006 & 0.106994307011988 & 0.053497153505994 \tabularnewline
88 & 0.93670277856912 & 0.126594442861759 & 0.0632972214308795 \tabularnewline
89 & 0.925554636886598 & 0.148890726226805 & 0.0744453631134024 \tabularnewline
90 & 0.924130646739264 & 0.151738706521472 & 0.0758693532607361 \tabularnewline
91 & 0.913633334634375 & 0.17273333073125 & 0.0863666653656251 \tabularnewline
92 & 0.909962175906321 & 0.180075648187358 & 0.0900378240936788 \tabularnewline
93 & 0.905339138975343 & 0.189321722049313 & 0.0946608610246567 \tabularnewline
94 & 0.899378093476988 & 0.201243813046024 & 0.100621906523012 \tabularnewline
95 & 0.896703096069656 & 0.206593807860689 & 0.103296903930344 \tabularnewline
96 & 0.884770104898287 & 0.230459790203425 & 0.115229895101713 \tabularnewline
97 & 0.885524365083527 & 0.228951269832946 & 0.114475634916473 \tabularnewline
98 & 0.902035738177422 & 0.195928523645155 & 0.0979642618225776 \tabularnewline
99 & 0.920365933766715 & 0.15926813246657 & 0.079634066233285 \tabularnewline
100 & 0.906384480173116 & 0.187231039653768 & 0.0936155198268842 \tabularnewline
101 & 0.893497494627252 & 0.213005010745496 & 0.106502505372748 \tabularnewline
102 & 0.901779604752085 & 0.196440790495831 & 0.0982203952479153 \tabularnewline
103 & 0.912618254817988 & 0.174763490364024 & 0.087381745182012 \tabularnewline
104 & 0.951527607352576 & 0.0969447852948483 & 0.0484723926474241 \tabularnewline
105 & 0.979616529441329 & 0.0407669411173423 & 0.0203834705586712 \tabularnewline
106 & 0.992079897244589 & 0.0158402055108217 & 0.00792010275541087 \tabularnewline
107 & 0.991581375530252 & 0.0168372489394952 & 0.00841862446974759 \tabularnewline
108 & 0.989976202591116 & 0.020047594817769 & 0.0100237974088845 \tabularnewline
109 & 0.992750454288818 & 0.0144990914223644 & 0.00724954571118219 \tabularnewline
110 & 0.990988651267902 & 0.0180226974641951 & 0.00901134873209753 \tabularnewline
111 & 0.99233849843374 & 0.0153230031325201 & 0.00766150156626007 \tabularnewline
112 & 0.992996768167742 & 0.014006463664516 & 0.00700323183225801 \tabularnewline
113 & 0.991550810836716 & 0.0168983783265683 & 0.00844918916328417 \tabularnewline
114 & 0.992851207504529 & 0.0142975849909417 & 0.00714879249547085 \tabularnewline
115 & 0.991261130582834 & 0.017477738834332 & 0.00873886941716599 \tabularnewline
116 & 0.989074499239815 & 0.02185100152037 & 0.010925500760185 \tabularnewline
117 & 0.989167091482325 & 0.0216658170353494 & 0.0108329085176747 \tabularnewline
118 & 0.987661049265484 & 0.0246779014690325 & 0.0123389507345162 \tabularnewline
119 & 0.999999996612339 & 6.77532217990196e-09 & 3.38766108995098e-09 \tabularnewline
120 & 0.999999994446386 & 1.11072282580048e-08 & 5.5536141290024e-09 \tabularnewline
121 & 0.999999991609735 & 1.67805302838434e-08 & 8.39026514192169e-09 \tabularnewline
122 & 0.999999988250579 & 2.34988426970841e-08 & 1.1749421348542e-08 \tabularnewline
123 & 0.999999983570614 & 3.28587713034844e-08 & 1.64293856517422e-08 \tabularnewline
124 & 0.999999999921289 & 1.57421385686825e-10 & 7.87106928434127e-11 \tabularnewline
125 & 0.999999999964983 & 7.0034476369666e-11 & 3.5017238184833e-11 \tabularnewline
126 & 0.999999999954271 & 9.14577896331119e-11 & 4.5728894816556e-11 \tabularnewline
127 & 0.999999999922068 & 1.55863523819188e-10 & 7.79317619095939e-11 \tabularnewline
128 & 0.999999999888826 & 2.22348644526157e-10 & 1.11174322263079e-10 \tabularnewline
129 & 0.999999999834946 & 3.30107378486211e-10 & 1.65053689243105e-10 \tabularnewline
130 & 0.999999999739046 & 5.21908064358841e-10 & 2.6095403217942e-10 \tabularnewline
131 & 0.999999999588684 & 8.22631872697234e-10 & 4.11315936348617e-10 \tabularnewline
132 & 0.999999999474196 & 1.05160759204844e-09 & 5.25803796024221e-10 \tabularnewline
133 & 0.999999999196041 & 1.60791753591832e-09 & 8.03958767959161e-10 \tabularnewline
134 & 0.999999998733157 & 2.53368557479318e-09 & 1.26684278739659e-09 \tabularnewline
135 & 0.999999999218535 & 1.56292965008151e-09 & 7.81464825040755e-10 \tabularnewline
136 & 0.999999999101109 & 1.79778207802232e-09 & 8.9889103901116e-10 \tabularnewline
137 & 0.999999998549886 & 2.90022738436956e-09 & 1.45011369218478e-09 \tabularnewline
138 & 0.999999998349852 & 3.30029589038504e-09 & 1.65014794519252e-09 \tabularnewline
139 & 0.999999999002698 & 1.99460492966605e-09 & 9.97302464833023e-10 \tabularnewline
140 & 0.999999998360294 & 3.27941246917124e-09 & 1.63970623458562e-09 \tabularnewline
141 & 0.9999999974743 & 5.0513995612049e-09 & 2.52569978060245e-09 \tabularnewline
142 & 0.999999996910972 & 6.17805562921997e-09 & 3.08902781460999e-09 \tabularnewline
143 & 0.999999995365308 & 9.26938331943452e-09 & 4.63469165971726e-09 \tabularnewline
144 & 0.999999994401516 & 1.1196967680319e-08 & 5.59848384015951e-09 \tabularnewline
145 & 0.999999992600329 & 1.47993427443168e-08 & 7.3996713721584e-09 \tabularnewline
146 & 0.999999988243652 & 2.35126957051788e-08 & 1.17563478525894e-08 \tabularnewline
147 & 0.999999983844878 & 3.23102434715769e-08 & 1.61551217357885e-08 \tabularnewline
148 & 0.999999998507619 & 2.98476242018775e-09 & 1.49238121009388e-09 \tabularnewline
149 & 0.999999997612578 & 4.77484373148653e-09 & 2.38742186574327e-09 \tabularnewline
150 & 0.999999996875772 & 6.24845647997402e-09 & 3.12422823998701e-09 \tabularnewline
151 & 0.999999995811643 & 8.37671325520335e-09 & 4.18835662760168e-09 \tabularnewline
152 & 0.999999993469894 & 1.30602117658724e-08 & 6.53010588293621e-09 \tabularnewline
153 & 0.999999989478789 & 2.10424215488566e-08 & 1.05212107744283e-08 \tabularnewline
154 & 0.999999990170584 & 1.96588313036688e-08 & 9.8294156518344e-09 \tabularnewline
155 & 0.999999985798014 & 2.84039725996884e-08 & 1.42019862998442e-08 \tabularnewline
156 & 0.99999999998428 & 3.14405056108711e-11 & 1.57202528054355e-11 \tabularnewline
157 & 0.999999999972581 & 5.48383515655813e-11 & 2.74191757827906e-11 \tabularnewline
158 & 0.99999999995129 & 9.74191126567244e-11 & 4.87095563283622e-11 \tabularnewline
159 & 0.999999999930631 & 1.38737384473648e-10 & 6.9368692236824e-11 \tabularnewline
160 & 0.999999999885382 & 2.29236710207737e-10 & 1.14618355103869e-10 \tabularnewline
161 & 0.999999999798394 & 4.03212754383145e-10 & 2.01606377191572e-10 \tabularnewline
162 & 0.999999999994709 & 1.05828741188367e-11 & 5.29143705941837e-12 \tabularnewline
163 & 0.999999999990509 & 1.89817611345365e-11 & 9.49088056726825e-12 \tabularnewline
164 & 0.999999999994906 & 1.01875552181134e-11 & 5.0937776090567e-12 \tabularnewline
165 & 0.999999999991947 & 1.61051271752733e-11 & 8.05256358763667e-12 \tabularnewline
166 & 0.99999999998726 & 2.54798344625119e-11 & 1.27399172312559e-11 \tabularnewline
167 & 0.999999999987288 & 2.54244493181112e-11 & 1.27122246590556e-11 \tabularnewline
168 & 0.999999999992596 & 1.4808589838979e-11 & 7.40429491948948e-12 \tabularnewline
169 & 0.999999999990795 & 1.84094942568313e-11 & 9.20474712841564e-12 \tabularnewline
170 & 0.999999999995723 & 8.55345583553998e-12 & 4.27672791776999e-12 \tabularnewline
171 & 0.999999999992052 & 1.58952008737338e-11 & 7.94760043686692e-12 \tabularnewline
172 & 0.999999999988532 & 2.29358230126322e-11 & 1.14679115063161e-11 \tabularnewline
173 & 0.999999999984204 & 3.15920398846317e-11 & 1.57960199423158e-11 \tabularnewline
174 & 0.999999999981631 & 3.67376638691747e-11 & 1.83688319345874e-11 \tabularnewline
175 & 0.999999999981769 & 3.64619754334442e-11 & 1.82309877167221e-11 \tabularnewline
176 & 0.999999999966674 & 6.66525254456886e-11 & 3.33262627228443e-11 \tabularnewline
177 & 0.999999999999872 & 2.5686272255024e-13 & 1.2843136127512e-13 \tabularnewline
178 & 0.999999999999785 & 4.29693632773231e-13 & 2.14846816386616e-13 \tabularnewline
179 & 0.999999999999993 & 1.33271118593428e-14 & 6.6635559296714e-15 \tabularnewline
180 & 0.999999999999991 & 1.87447392053745e-14 & 9.37236960268727e-15 \tabularnewline
181 & 0.999999999999981 & 3.77722238748605e-14 & 1.88861119374303e-14 \tabularnewline
182 & 0.999999999999969 & 6.1221390142796e-14 & 3.0610695071398e-14 \tabularnewline
183 & 0.999999999999936 & 1.28532632432255e-13 & 6.42663162161273e-14 \tabularnewline
184 & 0.999999999999882 & 2.36869546780919e-13 & 1.1843477339046e-13 \tabularnewline
185 & 0.999999999999969 & 6.10609533988263e-14 & 3.05304766994131e-14 \tabularnewline
186 & 0.999999999999936 & 1.28474880163366e-13 & 6.42374400816832e-14 \tabularnewline
187 & 0.999999999999879 & 2.41882516104077e-13 & 1.20941258052039e-13 \tabularnewline
188 & 0.999999999999747 & 5.05119785609954e-13 & 2.52559892804977e-13 \tabularnewline
189 & 0.99999999999952 & 9.6064769211728e-13 & 4.8032384605864e-13 \tabularnewline
190 & 0.999999999999212 & 1.57624753255825e-12 & 7.88123766279125e-13 \tabularnewline
191 & 0.999999999999448 & 1.10431188487127e-12 & 5.52155942435635e-13 \tabularnewline
192 & 0.999999999998888 & 2.22482588333266e-12 & 1.11241294166633e-12 \tabularnewline
193 & 0.999999999998243 & 3.51460934133964e-12 & 1.75730467066982e-12 \tabularnewline
194 & 0.999999999996424 & 7.15293229408647e-12 & 3.57646614704323e-12 \tabularnewline
195 & 0.999999999997347 & 5.30618867085603e-12 & 2.65309433542801e-12 \tabularnewline
196 & 0.999999999995265 & 9.4692911427882e-12 & 4.7346455713941e-12 \tabularnewline
197 & 0.999999999990633 & 1.87335768583714e-11 & 9.36678842918571e-12 \tabularnewline
198 & 0.999999999999862 & 2.75396093191824e-13 & 1.37698046595912e-13 \tabularnewline
199 & 0.999999999999884 & 2.32487331658933e-13 & 1.16243665829467e-13 \tabularnewline
200 & 0.999999999999903 & 1.94171371689183e-13 & 9.70856858445915e-14 \tabularnewline
201 & 0.999999999999793 & 4.14144806801617e-13 & 2.07072403400808e-13 \tabularnewline
202 & 0.999999999999785 & 4.30544589448137e-13 & 2.15272294724068e-13 \tabularnewline
203 & 0.999999999999546 & 9.08222245023404e-13 & 4.54111122511702e-13 \tabularnewline
204 & 0.999999999999289 & 1.42172838556815e-12 & 7.10864192784073e-13 \tabularnewline
205 & 0.999999999998821 & 2.35722368860614e-12 & 1.17861184430307e-12 \tabularnewline
206 & 0.999999999997636 & 4.72824432362232e-12 & 2.36412216181116e-12 \tabularnewline
207 & 0.999999999995792 & 8.41644465504369e-12 & 4.20822232752185e-12 \tabularnewline
208 & 0.99999999999105 & 1.78989238177776e-11 & 8.94946190888879e-12 \tabularnewline
209 & 0.999999999984266 & 3.146734410143e-11 & 1.5733672050715e-11 \tabularnewline
210 & 0.999999999986016 & 2.79690003872538e-11 & 1.39845001936269e-11 \tabularnewline
211 & 0.999999999977049 & 4.59010243448164e-11 & 2.29505121724082e-11 \tabularnewline
212 & 0.999999999955998 & 8.80038096579399e-11 & 4.400190482897e-11 \tabularnewline
213 & 0.999999999907858 & 1.84282980638633e-10 & 9.21414903193167e-11 \tabularnewline
214 & 0.999999999811708 & 3.76584983970732e-10 & 1.88292491985366e-10 \tabularnewline
215 & 0.99999999966944 & 6.6111942362437e-10 & 3.30559711812185e-10 \tabularnewline
216 & 0.99999999960366 & 7.92679825842371e-10 & 3.96339912921186e-10 \tabularnewline
217 & 0.999999999201411 & 1.59717838354278e-09 & 7.98589191771391e-10 \tabularnewline
218 & 0.999999999251089 & 1.49782260389736e-09 & 7.48911301948678e-10 \tabularnewline
219 & 0.999999998659397 & 2.68120529225681e-09 & 1.34060264612841e-09 \tabularnewline
220 & 0.999999997549669 & 4.90066299969711e-09 & 2.45033149984855e-09 \tabularnewline
221 & 0.999999995089285 & 9.82142984025996e-09 & 4.91071492012998e-09 \tabularnewline
222 & 0.999999998426754 & 3.1464927299423e-09 & 1.57324636497115e-09 \tabularnewline
223 & 0.999999998254845 & 3.49031078989786e-09 & 1.74515539494893e-09 \tabularnewline
224 & 0.999999996738986 & 6.52202749641832e-09 & 3.26101374820916e-09 \tabularnewline
225 & 0.999999995385622 & 9.22875521603538e-09 & 4.61437760801769e-09 \tabularnewline
226 & 0.999999996924786 & 6.1504281340643e-09 & 3.07521406703215e-09 \tabularnewline
227 & 0.99999999567439 & 8.65122088944675e-09 & 4.32561044472337e-09 \tabularnewline
228 & 0.999999993091344 & 1.38173116456521e-08 & 6.90865582282604e-09 \tabularnewline
229 & 0.999999993809672 & 1.23806568029065e-08 & 6.19032840145324e-09 \tabularnewline
230 & 0.99999999826616 & 3.46768022039765e-09 & 1.73384011019882e-09 \tabularnewline
231 & 0.999999997435898 & 5.12820403075185e-09 & 2.56410201537593e-09 \tabularnewline
232 & 0.999999994585161 & 1.08296789097467e-08 & 5.41483945487333e-09 \tabularnewline
233 & 0.999999995523989 & 8.95202292106434e-09 & 4.47601146053217e-09 \tabularnewline
234 & 0.999999990257155 & 1.9485688968816e-08 & 9.74284448440802e-09 \tabularnewline
235 & 0.999999981592189 & 3.68156225466106e-08 & 1.84078112733053e-08 \tabularnewline
236 & 0.9999999612902 & 7.7419600530957e-08 & 3.87098002654785e-08 \tabularnewline
237 & 0.999999936269046 & 1.27461908161617e-07 & 6.37309540808083e-08 \tabularnewline
238 & 0.99999989957328 & 2.00853439688069e-07 & 1.00426719844034e-07 \tabularnewline
239 & 0.999999829935738 & 3.40128524949842e-07 & 1.70064262474921e-07 \tabularnewline
240 & 0.999999664290291 & 6.71419417369114e-07 & 3.35709708684557e-07 \tabularnewline
241 & 0.999999397230203 & 1.2055395945271e-06 & 6.02769797263549e-07 \tabularnewline
242 & 0.999998864935384 & 2.27012923197044e-06 & 1.13506461598522e-06 \tabularnewline
243 & 0.999998539412554 & 2.9211748917377e-06 & 1.46058744586885e-06 \tabularnewline
244 & 0.999997269996322 & 5.4600073559266e-06 & 2.7300036779633e-06 \tabularnewline
245 & 0.999994725148985 & 1.05497020293967e-05 & 5.27485101469837e-06 \tabularnewline
246 & 0.999992768783327 & 1.44624333463185e-05 & 7.23121667315926e-06 \tabularnewline
247 & 0.999988385582206 & 2.32288355876041e-05 & 1.16144177938021e-05 \tabularnewline
248 & 0.999977461973969 & 4.50760520628613e-05 & 2.25380260314307e-05 \tabularnewline
249 & 0.999964912808033 & 7.01743839346512e-05 & 3.50871919673256e-05 \tabularnewline
250 & 0.999979212688818 & 4.15746223637253e-05 & 2.07873111818626e-05 \tabularnewline
251 & 0.999959445174142 & 8.11096517155702e-05 & 4.05548258577851e-05 \tabularnewline
252 & 0.999933011115523 & 0.000133977768954952 & 6.6988884477476e-05 \tabularnewline
253 & 0.99987261362341 & 0.000254772753180816 & 0.000127386376590408 \tabularnewline
254 & 0.999783736229648 & 0.000432527540703297 & 0.000216263770351648 \tabularnewline
255 & 0.999698659212589 & 0.000602681574821088 & 0.000301340787410544 \tabularnewline
256 & 0.999490194435036 & 0.00101961112992856 & 0.000509805564964278 \tabularnewline
257 & 0.999349864118014 & 0.00130027176397199 & 0.000650135881985995 \tabularnewline
258 & 0.998878573043232 & 0.00224285391353535 & 0.00112142695676767 \tabularnewline
259 & 0.998755611164183 & 0.00248877767163407 & 0.00124438883581703 \tabularnewline
260 & 0.997877771877531 & 0.0042444562449372 & 0.0021222281224686 \tabularnewline
261 & 0.997500464035603 & 0.0049990719287933 & 0.00249953596439665 \tabularnewline
262 & 0.995617305283577 & 0.0087653894328469 & 0.00438269471642345 \tabularnewline
263 & 0.993996475422992 & 0.0120070491540158 & 0.0060035245770079 \tabularnewline
264 & 0.989733222696259 & 0.0205335546074812 & 0.0102667773037406 \tabularnewline
265 & 0.984020732672009 & 0.0319585346559812 & 0.0159792673279906 \tabularnewline
266 & 0.973947003033915 & 0.0521059939321694 & 0.0260529969660847 \tabularnewline
267 & 0.963116993808289 & 0.073766012383422 & 0.036883006191711 \tabularnewline
268 & 0.945485179165873 & 0.109029641668255 & 0.0545148208341273 \tabularnewline
269 & 0.940368520741047 & 0.119262958517906 & 0.0596314792589532 \tabularnewline
270 & 0.917953085406484 & 0.164093829187032 & 0.0820469145935162 \tabularnewline
271 & 0.972776435973401 & 0.0544471280531986 & 0.0272235640265993 \tabularnewline
272 & 0.952370961138965 & 0.0952580777220692 & 0.0476290388610346 \tabularnewline
273 & 0.935404632068127 & 0.129190735863747 & 0.0645953679318733 \tabularnewline
274 & 0.944639977968733 & 0.110720044062535 & 0.0553600220312674 \tabularnewline
275 & 0.904430292055819 & 0.191139415888363 & 0.0955697079441814 \tabularnewline
276 & 0.850906324772602 & 0.298187350454797 & 0.149093675227398 \tabularnewline
277 & 0.85247846183027 & 0.295043076339459 & 0.14752153816973 \tabularnewline
278 & 0.949064838168582 & 0.101870323662837 & 0.0509351618314183 \tabularnewline
279 & 0.900423061245045 & 0.199153877509909 & 0.0995769387549546 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153770&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]10[/C][C]0.849482475827577[/C][C]0.301035048344846[/C][C]0.150517524172423[/C][/ROW]
[ROW][C]11[/C][C]0.791817261894999[/C][C]0.416365476210002[/C][C]0.208182738105001[/C][/ROW]
[ROW][C]12[/C][C]0.89432472447648[/C][C]0.21135055104704[/C][C]0.10567527552352[/C][/ROW]
[ROW][C]13[/C][C]0.867955378413609[/C][C]0.264089243172782[/C][C]0.132044621586391[/C][/ROW]
[ROW][C]14[/C][C]0.838999711398544[/C][C]0.322000577202912[/C][C]0.161000288601456[/C][/ROW]
[ROW][C]15[/C][C]0.84399277781755[/C][C]0.3120144443649[/C][C]0.15600722218245[/C][/ROW]
[ROW][C]16[/C][C]0.867014247409257[/C][C]0.265971505181486[/C][C]0.132985752590743[/C][/ROW]
[ROW][C]17[/C][C]0.81961113973405[/C][C]0.3607777205319[/C][C]0.18038886026595[/C][/ROW]
[ROW][C]18[/C][C]0.833460488090603[/C][C]0.333079023818794[/C][C]0.166539511909397[/C][/ROW]
[ROW][C]19[/C][C]0.858349435316548[/C][C]0.283301129366905[/C][C]0.141650564683452[/C][/ROW]
[ROW][C]20[/C][C]0.832303935624916[/C][C]0.335392128750167[/C][C]0.167696064375084[/C][/ROW]
[ROW][C]21[/C][C]0.779489225667979[/C][C]0.441021548664043[/C][C]0.220510774332021[/C][/ROW]
[ROW][C]22[/C][C]0.726724174913362[/C][C]0.546551650173277[/C][C]0.273275825086638[/C][/ROW]
[ROW][C]23[/C][C]0.719168906893424[/C][C]0.561662186213152[/C][C]0.280831093106576[/C][/ROW]
[ROW][C]24[/C][C]0.671984523553053[/C][C]0.656030952893894[/C][C]0.328015476446947[/C][/ROW]
[ROW][C]25[/C][C]0.607589361396071[/C][C]0.784821277207857[/C][C]0.392410638603929[/C][/ROW]
[ROW][C]26[/C][C]0.612019601881125[/C][C]0.77596079623775[/C][C]0.387980398118875[/C][/ROW]
[ROW][C]27[/C][C]0.601092964031513[/C][C]0.797814071936975[/C][C]0.398907035968487[/C][/ROW]
[ROW][C]28[/C][C]0.538555607399285[/C][C]0.922888785201431[/C][C]0.461444392600716[/C][/ROW]
[ROW][C]29[/C][C]0.520891561442635[/C][C]0.958216877114729[/C][C]0.479108438557365[/C][/ROW]
[ROW][C]30[/C][C]0.53681510553071[/C][C]0.92636978893858[/C][C]0.46318489446929[/C][/ROW]
[ROW][C]31[/C][C]0.49424069929422[/C][C]0.988481398588439[/C][C]0.50575930070578[/C][/ROW]
[ROW][C]32[/C][C]0.512231328454126[/C][C]0.975537343091749[/C][C]0.487768671545874[/C][/ROW]
[ROW][C]33[/C][C]0.482609043058266[/C][C]0.965218086116533[/C][C]0.517390956941734[/C][/ROW]
[ROW][C]34[/C][C]0.43600507507712[/C][C]0.872010150154241[/C][C]0.56399492492288[/C][/ROW]
[ROW][C]35[/C][C]0.379870313753293[/C][C]0.759740627506586[/C][C]0.620129686246707[/C][/ROW]
[ROW][C]36[/C][C]0.32744242630639[/C][C]0.654884852612781[/C][C]0.67255757369361[/C][/ROW]
[ROW][C]37[/C][C]0.324078753989517[/C][C]0.648157507979034[/C][C]0.675921246010483[/C][/ROW]
[ROW][C]38[/C][C]0.297647251450621[/C][C]0.595294502901242[/C][C]0.702352748549379[/C][/ROW]
[ROW][C]39[/C][C]0.256954506833366[/C][C]0.513909013666732[/C][C]0.743045493166634[/C][/ROW]
[ROW][C]40[/C][C]0.260984877553836[/C][C]0.521969755107672[/C][C]0.739015122446164[/C][/ROW]
[ROW][C]41[/C][C]0.227594941780233[/C][C]0.455189883560466[/C][C]0.772405058219767[/C][/ROW]
[ROW][C]42[/C][C]0.207041343998742[/C][C]0.414082687997484[/C][C]0.792958656001258[/C][/ROW]
[ROW][C]43[/C][C]0.184223578934609[/C][C]0.368447157869218[/C][C]0.815776421065391[/C][/ROW]
[ROW][C]44[/C][C]0.154399569977311[/C][C]0.308799139954622[/C][C]0.845600430022689[/C][/ROW]
[ROW][C]45[/C][C]0.231135379802065[/C][C]0.46227075960413[/C][C]0.768864620197935[/C][/ROW]
[ROW][C]46[/C][C]0.209730366379871[/C][C]0.419460732759742[/C][C]0.790269633620129[/C][/ROW]
[ROW][C]47[/C][C]0.17623723148358[/C][C]0.35247446296716[/C][C]0.82376276851642[/C][/ROW]
[ROW][C]48[/C][C]0.150712909740218[/C][C]0.301425819480436[/C][C]0.849287090259782[/C][/ROW]
[ROW][C]49[/C][C]0.125186741993424[/C][C]0.250373483986849[/C][C]0.874813258006576[/C][/ROW]
[ROW][C]50[/C][C]0.138494976413354[/C][C]0.276989952826708[/C][C]0.861505023586646[/C][/ROW]
[ROW][C]51[/C][C]0.139606071422432[/C][C]0.279212142844863[/C][C]0.860393928577568[/C][/ROW]
[ROW][C]52[/C][C]0.11924985121135[/C][C]0.2384997024227[/C][C]0.88075014878865[/C][/ROW]
[ROW][C]53[/C][C]0.0973278669365263[/C][C]0.194655733873053[/C][C]0.902672133063474[/C][/ROW]
[ROW][C]54[/C][C]0.107006095318426[/C][C]0.214012190636851[/C][C]0.892993904681574[/C][/ROW]
[ROW][C]55[/C][C]0.0907919257401835[/C][C]0.181583851480367[/C][C]0.909208074259817[/C][/ROW]
[ROW][C]56[/C][C]0.0739995652749822[/C][C]0.147999130549964[/C][C]0.926000434725018[/C][/ROW]
[ROW][C]57[/C][C]0.0614155212684966[/C][C]0.122831042536993[/C][C]0.938584478731503[/C][/ROW]
[ROW][C]58[/C][C]0.0596722379163971[/C][C]0.119344475832794[/C][C]0.940327762083603[/C][/ROW]
[ROW][C]59[/C][C]0.0494859476817873[/C][C]0.0989718953635746[/C][C]0.950514052318213[/C][/ROW]
[ROW][C]60[/C][C]0.0404494287841151[/C][C]0.0808988575682302[/C][C]0.959550571215885[/C][/ROW]
[ROW][C]61[/C][C]0.0325210944847299[/C][C]0.0650421889694598[/C][C]0.96747890551527[/C][/ROW]
[ROW][C]62[/C][C]0.0494771512767719[/C][C]0.0989543025535439[/C][C]0.950522848723228[/C][/ROW]
[ROW][C]63[/C][C]0.0701053628967651[/C][C]0.14021072579353[/C][C]0.929894637103235[/C][/ROW]
[ROW][C]64[/C][C]0.060990320015442[/C][C]0.121980640030884[/C][C]0.939009679984558[/C][/ROW]
[ROW][C]65[/C][C]0.0710083618412262[/C][C]0.142016723682452[/C][C]0.928991638158774[/C][/ROW]
[ROW][C]66[/C][C]0.0589784309635991[/C][C]0.117956861927198[/C][C]0.941021569036401[/C][/ROW]
[ROW][C]67[/C][C]0.0650963714625401[/C][C]0.13019274292508[/C][C]0.93490362853746[/C][/ROW]
[ROW][C]68[/C][C]0.0534148872807454[/C][C]0.106829774561491[/C][C]0.946585112719255[/C][/ROW]
[ROW][C]69[/C][C]0.104353472171501[/C][C]0.208706944343002[/C][C]0.895646527828499[/C][/ROW]
[ROW][C]70[/C][C]0.138044815120801[/C][C]0.276089630241602[/C][C]0.861955184879199[/C][/ROW]
[ROW][C]71[/C][C]0.11728541595247[/C][C]0.234570831904941[/C][C]0.88271458404753[/C][/ROW]
[ROW][C]72[/C][C]0.139913063406113[/C][C]0.279826126812226[/C][C]0.860086936593887[/C][/ROW]
[ROW][C]73[/C][C]0.124909194309499[/C][C]0.249818388618997[/C][C]0.875090805690501[/C][/ROW]
[ROW][C]74[/C][C]0.145376046057946[/C][C]0.290752092115891[/C][C]0.854623953942054[/C][/ROW]
[ROW][C]75[/C][C]0.141115642972416[/C][C]0.282231285944832[/C][C]0.858884357027584[/C][/ROW]
[ROW][C]76[/C][C]0.119729968895472[/C][C]0.239459937790945[/C][C]0.880270031104528[/C][/ROW]
[ROW][C]77[/C][C]0.10686929618625[/C][C]0.213738592372501[/C][C]0.89313070381375[/C][/ROW]
[ROW][C]78[/C][C]0.130104424274159[/C][C]0.260208848548319[/C][C]0.869895575725841[/C][/ROW]
[ROW][C]79[/C][C]0.132572750377579[/C][C]0.265145500755158[/C][C]0.867427249622421[/C][/ROW]
[ROW][C]80[/C][C]0.124815563505789[/C][C]0.249631127011578[/C][C]0.875184436494211[/C][/ROW]
[ROW][C]81[/C][C]0.111681413935024[/C][C]0.223362827870048[/C][C]0.888318586064976[/C][/ROW]
[ROW][C]82[/C][C]0.0999229718802145[/C][C]0.199845943760429[/C][C]0.900077028119785[/C][/ROW]
[ROW][C]83[/C][C]0.0980061036620546[/C][C]0.196012207324109[/C][C]0.901993896337945[/C][/ROW]
[ROW][C]84[/C][C]0.0834192603384602[/C][C]0.16683852067692[/C][C]0.91658073966154[/C][/ROW]
[ROW][C]85[/C][C]0.9584351054019[/C][C]0.0831297891962002[/C][C]0.0415648945981001[/C][/ROW]
[ROW][C]86[/C][C]0.955367213292738[/C][C]0.0892655734145235[/C][C]0.0446327867072618[/C][/ROW]
[ROW][C]87[/C][C]0.946502846494006[/C][C]0.106994307011988[/C][C]0.053497153505994[/C][/ROW]
[ROW][C]88[/C][C]0.93670277856912[/C][C]0.126594442861759[/C][C]0.0632972214308795[/C][/ROW]
[ROW][C]89[/C][C]0.925554636886598[/C][C]0.148890726226805[/C][C]0.0744453631134024[/C][/ROW]
[ROW][C]90[/C][C]0.924130646739264[/C][C]0.151738706521472[/C][C]0.0758693532607361[/C][/ROW]
[ROW][C]91[/C][C]0.913633334634375[/C][C]0.17273333073125[/C][C]0.0863666653656251[/C][/ROW]
[ROW][C]92[/C][C]0.909962175906321[/C][C]0.180075648187358[/C][C]0.0900378240936788[/C][/ROW]
[ROW][C]93[/C][C]0.905339138975343[/C][C]0.189321722049313[/C][C]0.0946608610246567[/C][/ROW]
[ROW][C]94[/C][C]0.899378093476988[/C][C]0.201243813046024[/C][C]0.100621906523012[/C][/ROW]
[ROW][C]95[/C][C]0.896703096069656[/C][C]0.206593807860689[/C][C]0.103296903930344[/C][/ROW]
[ROW][C]96[/C][C]0.884770104898287[/C][C]0.230459790203425[/C][C]0.115229895101713[/C][/ROW]
[ROW][C]97[/C][C]0.885524365083527[/C][C]0.228951269832946[/C][C]0.114475634916473[/C][/ROW]
[ROW][C]98[/C][C]0.902035738177422[/C][C]0.195928523645155[/C][C]0.0979642618225776[/C][/ROW]
[ROW][C]99[/C][C]0.920365933766715[/C][C]0.15926813246657[/C][C]0.079634066233285[/C][/ROW]
[ROW][C]100[/C][C]0.906384480173116[/C][C]0.187231039653768[/C][C]0.0936155198268842[/C][/ROW]
[ROW][C]101[/C][C]0.893497494627252[/C][C]0.213005010745496[/C][C]0.106502505372748[/C][/ROW]
[ROW][C]102[/C][C]0.901779604752085[/C][C]0.196440790495831[/C][C]0.0982203952479153[/C][/ROW]
[ROW][C]103[/C][C]0.912618254817988[/C][C]0.174763490364024[/C][C]0.087381745182012[/C][/ROW]
[ROW][C]104[/C][C]0.951527607352576[/C][C]0.0969447852948483[/C][C]0.0484723926474241[/C][/ROW]
[ROW][C]105[/C][C]0.979616529441329[/C][C]0.0407669411173423[/C][C]0.0203834705586712[/C][/ROW]
[ROW][C]106[/C][C]0.992079897244589[/C][C]0.0158402055108217[/C][C]0.00792010275541087[/C][/ROW]
[ROW][C]107[/C][C]0.991581375530252[/C][C]0.0168372489394952[/C][C]0.00841862446974759[/C][/ROW]
[ROW][C]108[/C][C]0.989976202591116[/C][C]0.020047594817769[/C][C]0.0100237974088845[/C][/ROW]
[ROW][C]109[/C][C]0.992750454288818[/C][C]0.0144990914223644[/C][C]0.00724954571118219[/C][/ROW]
[ROW][C]110[/C][C]0.990988651267902[/C][C]0.0180226974641951[/C][C]0.00901134873209753[/C][/ROW]
[ROW][C]111[/C][C]0.99233849843374[/C][C]0.0153230031325201[/C][C]0.00766150156626007[/C][/ROW]
[ROW][C]112[/C][C]0.992996768167742[/C][C]0.014006463664516[/C][C]0.00700323183225801[/C][/ROW]
[ROW][C]113[/C][C]0.991550810836716[/C][C]0.0168983783265683[/C][C]0.00844918916328417[/C][/ROW]
[ROW][C]114[/C][C]0.992851207504529[/C][C]0.0142975849909417[/C][C]0.00714879249547085[/C][/ROW]
[ROW][C]115[/C][C]0.991261130582834[/C][C]0.017477738834332[/C][C]0.00873886941716599[/C][/ROW]
[ROW][C]116[/C][C]0.989074499239815[/C][C]0.02185100152037[/C][C]0.010925500760185[/C][/ROW]
[ROW][C]117[/C][C]0.989167091482325[/C][C]0.0216658170353494[/C][C]0.0108329085176747[/C][/ROW]
[ROW][C]118[/C][C]0.987661049265484[/C][C]0.0246779014690325[/C][C]0.0123389507345162[/C][/ROW]
[ROW][C]119[/C][C]0.999999996612339[/C][C]6.77532217990196e-09[/C][C]3.38766108995098e-09[/C][/ROW]
[ROW][C]120[/C][C]0.999999994446386[/C][C]1.11072282580048e-08[/C][C]5.5536141290024e-09[/C][/ROW]
[ROW][C]121[/C][C]0.999999991609735[/C][C]1.67805302838434e-08[/C][C]8.39026514192169e-09[/C][/ROW]
[ROW][C]122[/C][C]0.999999988250579[/C][C]2.34988426970841e-08[/C][C]1.1749421348542e-08[/C][/ROW]
[ROW][C]123[/C][C]0.999999983570614[/C][C]3.28587713034844e-08[/C][C]1.64293856517422e-08[/C][/ROW]
[ROW][C]124[/C][C]0.999999999921289[/C][C]1.57421385686825e-10[/C][C]7.87106928434127e-11[/C][/ROW]
[ROW][C]125[/C][C]0.999999999964983[/C][C]7.0034476369666e-11[/C][C]3.5017238184833e-11[/C][/ROW]
[ROW][C]126[/C][C]0.999999999954271[/C][C]9.14577896331119e-11[/C][C]4.5728894816556e-11[/C][/ROW]
[ROW][C]127[/C][C]0.999999999922068[/C][C]1.55863523819188e-10[/C][C]7.79317619095939e-11[/C][/ROW]
[ROW][C]128[/C][C]0.999999999888826[/C][C]2.22348644526157e-10[/C][C]1.11174322263079e-10[/C][/ROW]
[ROW][C]129[/C][C]0.999999999834946[/C][C]3.30107378486211e-10[/C][C]1.65053689243105e-10[/C][/ROW]
[ROW][C]130[/C][C]0.999999999739046[/C][C]5.21908064358841e-10[/C][C]2.6095403217942e-10[/C][/ROW]
[ROW][C]131[/C][C]0.999999999588684[/C][C]8.22631872697234e-10[/C][C]4.11315936348617e-10[/C][/ROW]
[ROW][C]132[/C][C]0.999999999474196[/C][C]1.05160759204844e-09[/C][C]5.25803796024221e-10[/C][/ROW]
[ROW][C]133[/C][C]0.999999999196041[/C][C]1.60791753591832e-09[/C][C]8.03958767959161e-10[/C][/ROW]
[ROW][C]134[/C][C]0.999999998733157[/C][C]2.53368557479318e-09[/C][C]1.26684278739659e-09[/C][/ROW]
[ROW][C]135[/C][C]0.999999999218535[/C][C]1.56292965008151e-09[/C][C]7.81464825040755e-10[/C][/ROW]
[ROW][C]136[/C][C]0.999999999101109[/C][C]1.79778207802232e-09[/C][C]8.9889103901116e-10[/C][/ROW]
[ROW][C]137[/C][C]0.999999998549886[/C][C]2.90022738436956e-09[/C][C]1.45011369218478e-09[/C][/ROW]
[ROW][C]138[/C][C]0.999999998349852[/C][C]3.30029589038504e-09[/C][C]1.65014794519252e-09[/C][/ROW]
[ROW][C]139[/C][C]0.999999999002698[/C][C]1.99460492966605e-09[/C][C]9.97302464833023e-10[/C][/ROW]
[ROW][C]140[/C][C]0.999999998360294[/C][C]3.27941246917124e-09[/C][C]1.63970623458562e-09[/C][/ROW]
[ROW][C]141[/C][C]0.9999999974743[/C][C]5.0513995612049e-09[/C][C]2.52569978060245e-09[/C][/ROW]
[ROW][C]142[/C][C]0.999999996910972[/C][C]6.17805562921997e-09[/C][C]3.08902781460999e-09[/C][/ROW]
[ROW][C]143[/C][C]0.999999995365308[/C][C]9.26938331943452e-09[/C][C]4.63469165971726e-09[/C][/ROW]
[ROW][C]144[/C][C]0.999999994401516[/C][C]1.1196967680319e-08[/C][C]5.59848384015951e-09[/C][/ROW]
[ROW][C]145[/C][C]0.999999992600329[/C][C]1.47993427443168e-08[/C][C]7.3996713721584e-09[/C][/ROW]
[ROW][C]146[/C][C]0.999999988243652[/C][C]2.35126957051788e-08[/C][C]1.17563478525894e-08[/C][/ROW]
[ROW][C]147[/C][C]0.999999983844878[/C][C]3.23102434715769e-08[/C][C]1.61551217357885e-08[/C][/ROW]
[ROW][C]148[/C][C]0.999999998507619[/C][C]2.98476242018775e-09[/C][C]1.49238121009388e-09[/C][/ROW]
[ROW][C]149[/C][C]0.999999997612578[/C][C]4.77484373148653e-09[/C][C]2.38742186574327e-09[/C][/ROW]
[ROW][C]150[/C][C]0.999999996875772[/C][C]6.24845647997402e-09[/C][C]3.12422823998701e-09[/C][/ROW]
[ROW][C]151[/C][C]0.999999995811643[/C][C]8.37671325520335e-09[/C][C]4.18835662760168e-09[/C][/ROW]
[ROW][C]152[/C][C]0.999999993469894[/C][C]1.30602117658724e-08[/C][C]6.53010588293621e-09[/C][/ROW]
[ROW][C]153[/C][C]0.999999989478789[/C][C]2.10424215488566e-08[/C][C]1.05212107744283e-08[/C][/ROW]
[ROW][C]154[/C][C]0.999999990170584[/C][C]1.96588313036688e-08[/C][C]9.8294156518344e-09[/C][/ROW]
[ROW][C]155[/C][C]0.999999985798014[/C][C]2.84039725996884e-08[/C][C]1.42019862998442e-08[/C][/ROW]
[ROW][C]156[/C][C]0.99999999998428[/C][C]3.14405056108711e-11[/C][C]1.57202528054355e-11[/C][/ROW]
[ROW][C]157[/C][C]0.999999999972581[/C][C]5.48383515655813e-11[/C][C]2.74191757827906e-11[/C][/ROW]
[ROW][C]158[/C][C]0.99999999995129[/C][C]9.74191126567244e-11[/C][C]4.87095563283622e-11[/C][/ROW]
[ROW][C]159[/C][C]0.999999999930631[/C][C]1.38737384473648e-10[/C][C]6.9368692236824e-11[/C][/ROW]
[ROW][C]160[/C][C]0.999999999885382[/C][C]2.29236710207737e-10[/C][C]1.14618355103869e-10[/C][/ROW]
[ROW][C]161[/C][C]0.999999999798394[/C][C]4.03212754383145e-10[/C][C]2.01606377191572e-10[/C][/ROW]
[ROW][C]162[/C][C]0.999999999994709[/C][C]1.05828741188367e-11[/C][C]5.29143705941837e-12[/C][/ROW]
[ROW][C]163[/C][C]0.999999999990509[/C][C]1.89817611345365e-11[/C][C]9.49088056726825e-12[/C][/ROW]
[ROW][C]164[/C][C]0.999999999994906[/C][C]1.01875552181134e-11[/C][C]5.0937776090567e-12[/C][/ROW]
[ROW][C]165[/C][C]0.999999999991947[/C][C]1.61051271752733e-11[/C][C]8.05256358763667e-12[/C][/ROW]
[ROW][C]166[/C][C]0.99999999998726[/C][C]2.54798344625119e-11[/C][C]1.27399172312559e-11[/C][/ROW]
[ROW][C]167[/C][C]0.999999999987288[/C][C]2.54244493181112e-11[/C][C]1.27122246590556e-11[/C][/ROW]
[ROW][C]168[/C][C]0.999999999992596[/C][C]1.4808589838979e-11[/C][C]7.40429491948948e-12[/C][/ROW]
[ROW][C]169[/C][C]0.999999999990795[/C][C]1.84094942568313e-11[/C][C]9.20474712841564e-12[/C][/ROW]
[ROW][C]170[/C][C]0.999999999995723[/C][C]8.55345583553998e-12[/C][C]4.27672791776999e-12[/C][/ROW]
[ROW][C]171[/C][C]0.999999999992052[/C][C]1.58952008737338e-11[/C][C]7.94760043686692e-12[/C][/ROW]
[ROW][C]172[/C][C]0.999999999988532[/C][C]2.29358230126322e-11[/C][C]1.14679115063161e-11[/C][/ROW]
[ROW][C]173[/C][C]0.999999999984204[/C][C]3.15920398846317e-11[/C][C]1.57960199423158e-11[/C][/ROW]
[ROW][C]174[/C][C]0.999999999981631[/C][C]3.67376638691747e-11[/C][C]1.83688319345874e-11[/C][/ROW]
[ROW][C]175[/C][C]0.999999999981769[/C][C]3.64619754334442e-11[/C][C]1.82309877167221e-11[/C][/ROW]
[ROW][C]176[/C][C]0.999999999966674[/C][C]6.66525254456886e-11[/C][C]3.33262627228443e-11[/C][/ROW]
[ROW][C]177[/C][C]0.999999999999872[/C][C]2.5686272255024e-13[/C][C]1.2843136127512e-13[/C][/ROW]
[ROW][C]178[/C][C]0.999999999999785[/C][C]4.29693632773231e-13[/C][C]2.14846816386616e-13[/C][/ROW]
[ROW][C]179[/C][C]0.999999999999993[/C][C]1.33271118593428e-14[/C][C]6.6635559296714e-15[/C][/ROW]
[ROW][C]180[/C][C]0.999999999999991[/C][C]1.87447392053745e-14[/C][C]9.37236960268727e-15[/C][/ROW]
[ROW][C]181[/C][C]0.999999999999981[/C][C]3.77722238748605e-14[/C][C]1.88861119374303e-14[/C][/ROW]
[ROW][C]182[/C][C]0.999999999999969[/C][C]6.1221390142796e-14[/C][C]3.0610695071398e-14[/C][/ROW]
[ROW][C]183[/C][C]0.999999999999936[/C][C]1.28532632432255e-13[/C][C]6.42663162161273e-14[/C][/ROW]
[ROW][C]184[/C][C]0.999999999999882[/C][C]2.36869546780919e-13[/C][C]1.1843477339046e-13[/C][/ROW]
[ROW][C]185[/C][C]0.999999999999969[/C][C]6.10609533988263e-14[/C][C]3.05304766994131e-14[/C][/ROW]
[ROW][C]186[/C][C]0.999999999999936[/C][C]1.28474880163366e-13[/C][C]6.42374400816832e-14[/C][/ROW]
[ROW][C]187[/C][C]0.999999999999879[/C][C]2.41882516104077e-13[/C][C]1.20941258052039e-13[/C][/ROW]
[ROW][C]188[/C][C]0.999999999999747[/C][C]5.05119785609954e-13[/C][C]2.52559892804977e-13[/C][/ROW]
[ROW][C]189[/C][C]0.99999999999952[/C][C]9.6064769211728e-13[/C][C]4.8032384605864e-13[/C][/ROW]
[ROW][C]190[/C][C]0.999999999999212[/C][C]1.57624753255825e-12[/C][C]7.88123766279125e-13[/C][/ROW]
[ROW][C]191[/C][C]0.999999999999448[/C][C]1.10431188487127e-12[/C][C]5.52155942435635e-13[/C][/ROW]
[ROW][C]192[/C][C]0.999999999998888[/C][C]2.22482588333266e-12[/C][C]1.11241294166633e-12[/C][/ROW]
[ROW][C]193[/C][C]0.999999999998243[/C][C]3.51460934133964e-12[/C][C]1.75730467066982e-12[/C][/ROW]
[ROW][C]194[/C][C]0.999999999996424[/C][C]7.15293229408647e-12[/C][C]3.57646614704323e-12[/C][/ROW]
[ROW][C]195[/C][C]0.999999999997347[/C][C]5.30618867085603e-12[/C][C]2.65309433542801e-12[/C][/ROW]
[ROW][C]196[/C][C]0.999999999995265[/C][C]9.4692911427882e-12[/C][C]4.7346455713941e-12[/C][/ROW]
[ROW][C]197[/C][C]0.999999999990633[/C][C]1.87335768583714e-11[/C][C]9.36678842918571e-12[/C][/ROW]
[ROW][C]198[/C][C]0.999999999999862[/C][C]2.75396093191824e-13[/C][C]1.37698046595912e-13[/C][/ROW]
[ROW][C]199[/C][C]0.999999999999884[/C][C]2.32487331658933e-13[/C][C]1.16243665829467e-13[/C][/ROW]
[ROW][C]200[/C][C]0.999999999999903[/C][C]1.94171371689183e-13[/C][C]9.70856858445915e-14[/C][/ROW]
[ROW][C]201[/C][C]0.999999999999793[/C][C]4.14144806801617e-13[/C][C]2.07072403400808e-13[/C][/ROW]
[ROW][C]202[/C][C]0.999999999999785[/C][C]4.30544589448137e-13[/C][C]2.15272294724068e-13[/C][/ROW]
[ROW][C]203[/C][C]0.999999999999546[/C][C]9.08222245023404e-13[/C][C]4.54111122511702e-13[/C][/ROW]
[ROW][C]204[/C][C]0.999999999999289[/C][C]1.42172838556815e-12[/C][C]7.10864192784073e-13[/C][/ROW]
[ROW][C]205[/C][C]0.999999999998821[/C][C]2.35722368860614e-12[/C][C]1.17861184430307e-12[/C][/ROW]
[ROW][C]206[/C][C]0.999999999997636[/C][C]4.72824432362232e-12[/C][C]2.36412216181116e-12[/C][/ROW]
[ROW][C]207[/C][C]0.999999999995792[/C][C]8.41644465504369e-12[/C][C]4.20822232752185e-12[/C][/ROW]
[ROW][C]208[/C][C]0.99999999999105[/C][C]1.78989238177776e-11[/C][C]8.94946190888879e-12[/C][/ROW]
[ROW][C]209[/C][C]0.999999999984266[/C][C]3.146734410143e-11[/C][C]1.5733672050715e-11[/C][/ROW]
[ROW][C]210[/C][C]0.999999999986016[/C][C]2.79690003872538e-11[/C][C]1.39845001936269e-11[/C][/ROW]
[ROW][C]211[/C][C]0.999999999977049[/C][C]4.59010243448164e-11[/C][C]2.29505121724082e-11[/C][/ROW]
[ROW][C]212[/C][C]0.999999999955998[/C][C]8.80038096579399e-11[/C][C]4.400190482897e-11[/C][/ROW]
[ROW][C]213[/C][C]0.999999999907858[/C][C]1.84282980638633e-10[/C][C]9.21414903193167e-11[/C][/ROW]
[ROW][C]214[/C][C]0.999999999811708[/C][C]3.76584983970732e-10[/C][C]1.88292491985366e-10[/C][/ROW]
[ROW][C]215[/C][C]0.99999999966944[/C][C]6.6111942362437e-10[/C][C]3.30559711812185e-10[/C][/ROW]
[ROW][C]216[/C][C]0.99999999960366[/C][C]7.92679825842371e-10[/C][C]3.96339912921186e-10[/C][/ROW]
[ROW][C]217[/C][C]0.999999999201411[/C][C]1.59717838354278e-09[/C][C]7.98589191771391e-10[/C][/ROW]
[ROW][C]218[/C][C]0.999999999251089[/C][C]1.49782260389736e-09[/C][C]7.48911301948678e-10[/C][/ROW]
[ROW][C]219[/C][C]0.999999998659397[/C][C]2.68120529225681e-09[/C][C]1.34060264612841e-09[/C][/ROW]
[ROW][C]220[/C][C]0.999999997549669[/C][C]4.90066299969711e-09[/C][C]2.45033149984855e-09[/C][/ROW]
[ROW][C]221[/C][C]0.999999995089285[/C][C]9.82142984025996e-09[/C][C]4.91071492012998e-09[/C][/ROW]
[ROW][C]222[/C][C]0.999999998426754[/C][C]3.1464927299423e-09[/C][C]1.57324636497115e-09[/C][/ROW]
[ROW][C]223[/C][C]0.999999998254845[/C][C]3.49031078989786e-09[/C][C]1.74515539494893e-09[/C][/ROW]
[ROW][C]224[/C][C]0.999999996738986[/C][C]6.52202749641832e-09[/C][C]3.26101374820916e-09[/C][/ROW]
[ROW][C]225[/C][C]0.999999995385622[/C][C]9.22875521603538e-09[/C][C]4.61437760801769e-09[/C][/ROW]
[ROW][C]226[/C][C]0.999999996924786[/C][C]6.1504281340643e-09[/C][C]3.07521406703215e-09[/C][/ROW]
[ROW][C]227[/C][C]0.99999999567439[/C][C]8.65122088944675e-09[/C][C]4.32561044472337e-09[/C][/ROW]
[ROW][C]228[/C][C]0.999999993091344[/C][C]1.38173116456521e-08[/C][C]6.90865582282604e-09[/C][/ROW]
[ROW][C]229[/C][C]0.999999993809672[/C][C]1.23806568029065e-08[/C][C]6.19032840145324e-09[/C][/ROW]
[ROW][C]230[/C][C]0.99999999826616[/C][C]3.46768022039765e-09[/C][C]1.73384011019882e-09[/C][/ROW]
[ROW][C]231[/C][C]0.999999997435898[/C][C]5.12820403075185e-09[/C][C]2.56410201537593e-09[/C][/ROW]
[ROW][C]232[/C][C]0.999999994585161[/C][C]1.08296789097467e-08[/C][C]5.41483945487333e-09[/C][/ROW]
[ROW][C]233[/C][C]0.999999995523989[/C][C]8.95202292106434e-09[/C][C]4.47601146053217e-09[/C][/ROW]
[ROW][C]234[/C][C]0.999999990257155[/C][C]1.9485688968816e-08[/C][C]9.74284448440802e-09[/C][/ROW]
[ROW][C]235[/C][C]0.999999981592189[/C][C]3.68156225466106e-08[/C][C]1.84078112733053e-08[/C][/ROW]
[ROW][C]236[/C][C]0.9999999612902[/C][C]7.7419600530957e-08[/C][C]3.87098002654785e-08[/C][/ROW]
[ROW][C]237[/C][C]0.999999936269046[/C][C]1.27461908161617e-07[/C][C]6.37309540808083e-08[/C][/ROW]
[ROW][C]238[/C][C]0.99999989957328[/C][C]2.00853439688069e-07[/C][C]1.00426719844034e-07[/C][/ROW]
[ROW][C]239[/C][C]0.999999829935738[/C][C]3.40128524949842e-07[/C][C]1.70064262474921e-07[/C][/ROW]
[ROW][C]240[/C][C]0.999999664290291[/C][C]6.71419417369114e-07[/C][C]3.35709708684557e-07[/C][/ROW]
[ROW][C]241[/C][C]0.999999397230203[/C][C]1.2055395945271e-06[/C][C]6.02769797263549e-07[/C][/ROW]
[ROW][C]242[/C][C]0.999998864935384[/C][C]2.27012923197044e-06[/C][C]1.13506461598522e-06[/C][/ROW]
[ROW][C]243[/C][C]0.999998539412554[/C][C]2.9211748917377e-06[/C][C]1.46058744586885e-06[/C][/ROW]
[ROW][C]244[/C][C]0.999997269996322[/C][C]5.4600073559266e-06[/C][C]2.7300036779633e-06[/C][/ROW]
[ROW][C]245[/C][C]0.999994725148985[/C][C]1.05497020293967e-05[/C][C]5.27485101469837e-06[/C][/ROW]
[ROW][C]246[/C][C]0.999992768783327[/C][C]1.44624333463185e-05[/C][C]7.23121667315926e-06[/C][/ROW]
[ROW][C]247[/C][C]0.999988385582206[/C][C]2.32288355876041e-05[/C][C]1.16144177938021e-05[/C][/ROW]
[ROW][C]248[/C][C]0.999977461973969[/C][C]4.50760520628613e-05[/C][C]2.25380260314307e-05[/C][/ROW]
[ROW][C]249[/C][C]0.999964912808033[/C][C]7.01743839346512e-05[/C][C]3.50871919673256e-05[/C][/ROW]
[ROW][C]250[/C][C]0.999979212688818[/C][C]4.15746223637253e-05[/C][C]2.07873111818626e-05[/C][/ROW]
[ROW][C]251[/C][C]0.999959445174142[/C][C]8.11096517155702e-05[/C][C]4.05548258577851e-05[/C][/ROW]
[ROW][C]252[/C][C]0.999933011115523[/C][C]0.000133977768954952[/C][C]6.6988884477476e-05[/C][/ROW]
[ROW][C]253[/C][C]0.99987261362341[/C][C]0.000254772753180816[/C][C]0.000127386376590408[/C][/ROW]
[ROW][C]254[/C][C]0.999783736229648[/C][C]0.000432527540703297[/C][C]0.000216263770351648[/C][/ROW]
[ROW][C]255[/C][C]0.999698659212589[/C][C]0.000602681574821088[/C][C]0.000301340787410544[/C][/ROW]
[ROW][C]256[/C][C]0.999490194435036[/C][C]0.00101961112992856[/C][C]0.000509805564964278[/C][/ROW]
[ROW][C]257[/C][C]0.999349864118014[/C][C]0.00130027176397199[/C][C]0.000650135881985995[/C][/ROW]
[ROW][C]258[/C][C]0.998878573043232[/C][C]0.00224285391353535[/C][C]0.00112142695676767[/C][/ROW]
[ROW][C]259[/C][C]0.998755611164183[/C][C]0.00248877767163407[/C][C]0.00124438883581703[/C][/ROW]
[ROW][C]260[/C][C]0.997877771877531[/C][C]0.0042444562449372[/C][C]0.0021222281224686[/C][/ROW]
[ROW][C]261[/C][C]0.997500464035603[/C][C]0.0049990719287933[/C][C]0.00249953596439665[/C][/ROW]
[ROW][C]262[/C][C]0.995617305283577[/C][C]0.0087653894328469[/C][C]0.00438269471642345[/C][/ROW]
[ROW][C]263[/C][C]0.993996475422992[/C][C]0.0120070491540158[/C][C]0.0060035245770079[/C][/ROW]
[ROW][C]264[/C][C]0.989733222696259[/C][C]0.0205335546074812[/C][C]0.0102667773037406[/C][/ROW]
[ROW][C]265[/C][C]0.984020732672009[/C][C]0.0319585346559812[/C][C]0.0159792673279906[/C][/ROW]
[ROW][C]266[/C][C]0.973947003033915[/C][C]0.0521059939321694[/C][C]0.0260529969660847[/C][/ROW]
[ROW][C]267[/C][C]0.963116993808289[/C][C]0.073766012383422[/C][C]0.036883006191711[/C][/ROW]
[ROW][C]268[/C][C]0.945485179165873[/C][C]0.109029641668255[/C][C]0.0545148208341273[/C][/ROW]
[ROW][C]269[/C][C]0.940368520741047[/C][C]0.119262958517906[/C][C]0.0596314792589532[/C][/ROW]
[ROW][C]270[/C][C]0.917953085406484[/C][C]0.164093829187032[/C][C]0.0820469145935162[/C][/ROW]
[ROW][C]271[/C][C]0.972776435973401[/C][C]0.0544471280531986[/C][C]0.0272235640265993[/C][/ROW]
[ROW][C]272[/C][C]0.952370961138965[/C][C]0.0952580777220692[/C][C]0.0476290388610346[/C][/ROW]
[ROW][C]273[/C][C]0.935404632068127[/C][C]0.129190735863747[/C][C]0.0645953679318733[/C][/ROW]
[ROW][C]274[/C][C]0.944639977968733[/C][C]0.110720044062535[/C][C]0.0553600220312674[/C][/ROW]
[ROW][C]275[/C][C]0.904430292055819[/C][C]0.191139415888363[/C][C]0.0955697079441814[/C][/ROW]
[ROW][C]276[/C][C]0.850906324772602[/C][C]0.298187350454797[/C][C]0.149093675227398[/C][/ROW]
[ROW][C]277[/C][C]0.85247846183027[/C][C]0.295043076339459[/C][C]0.14752153816973[/C][/ROW]
[ROW][C]278[/C][C]0.949064838168582[/C][C]0.101870323662837[/C][C]0.0509351618314183[/C][/ROW]
[ROW][C]279[/C][C]0.900423061245045[/C][C]0.199153877509909[/C][C]0.0995769387549546[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=153770&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153770&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
10	0.849482475827577	0.301035048344846	0.150517524172423
11	0.791817261894999	0.416365476210002	0.208182738105001
12	0.89432472447648	0.21135055104704	0.10567527552352
13	0.867955378413609	0.264089243172782	0.132044621586391
14	0.838999711398544	0.322000577202912	0.161000288601456
15	0.84399277781755	0.3120144443649	0.15600722218245
16	0.867014247409257	0.265971505181486	0.132985752590743
17	0.81961113973405	0.3607777205319	0.18038886026595
18	0.833460488090603	0.333079023818794	0.166539511909397
19	0.858349435316548	0.283301129366905	0.141650564683452
20	0.832303935624916	0.335392128750167	0.167696064375084
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268	0.945485179165873	0.109029641668255	0.0545148208341273
269	0.940368520741047	0.119262958517906	0.0596314792589532
270	0.917953085406484	0.164093829187032	0.0820469145935162
271	0.972776435973401	0.0544471280531986	0.0272235640265993
272	0.952370961138965	0.0952580777220692	0.0476290388610346
273	0.935404632068127	0.129190735863747	0.0645953679318733
274	0.944639977968733	0.110720044062535	0.0553600220312674
275	0.904430292055819	0.191139415888363	0.0955697079441814
276	0.850906324772602	0.298187350454797	0.149093675227398
277	0.85247846183027	0.295043076339459	0.14752153816973
278	0.949064838168582	0.101870323662837	0.0509351618314183
279	0.900423061245045	0.199153877509909	0.0995769387549546

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	144	0.533333333333333	NOK
5% type I error level	161	0.596296296296296	NOK
10% type I error level	172	0.637037037037037	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 & 144 & 0.533333333333333 & NOK \tabularnewline
5% type I error level & 161 & 0.596296296296296 & NOK \tabularnewline
10% type I error level & 172 & 0.637037037037037 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=153770&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]144[/C][C]0.533333333333333[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]161[/C][C]0.596296296296296[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]172[/C][C]0.637037037037037[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=153770&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=153770&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	144	0.533333333333333	NOK
5% type I error level	161	0.596296296296296	NOK
10% type I error level	172	0.637037037037037	NOK

Figure 1

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Figure 3

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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 = kendall ;

Parameters (R input):

par1 = 7 ; 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