Free Statistics

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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_multipleregression.wasp
Title produced by softwareMultiple Regression
Date of computationSat, 17 Dec 2011 08:06:40 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Dec/17/t1324127252xv5dv4llzhhyg47.htm/, Retrieved Fri, 29 Mar 2024 05:16:12 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=156255, Retrieved Fri, 29 Mar 2024 05:16:12 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact100
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Multiple Regression] [qegshdjfk] [2011-12-17 13:06:40] [6a186250438a2f65df3b841b0f0f477a] [Current]
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Dataseries X:
210907	30	79	112285
120982	28	58	84786
176508	38	60	83123
179321	30	108	101193
123185	22	49	38361
52746	26	0	68504
385534	25	121	119182
33170	18	1	22807
101645	11	20	17140
149061	26	43	116174
165446	25	69	57635
237213	38	78	66198
173326	44	86	71701
133131	30	44	57793
258873	40	104	80444
180083	34	63	53855
324799	47	158	97668
230964	30	102	133824
236785	31	77	101481
135473	23	82	99645
202925	36	115	114789
215147	36	101	99052
344297	30	80	67654
153935	25	50	65553
132943	39	83	97500
174724	34	123	69112
174415	31	73	82753
225548	31	81	85323
223632	33	105	72654
124817	25	47	30727
221698	33	105	77873
210767	35	94	117478
170266	42	44	74007
260561	43	114	90183
84853	30	38	61542
294424	33	107	101494
101011	13	30	27570
215641	32	71	55813
325107	36	84	79215
7176	0	0	1423
167542	28	59	55461
106408	14	33	31081
96560	17	42	22996
265769	32	96	83122
269651	30	106	70106
149112	35	56	60578
175824	20	57	39992
152871	28	59	79892
111665	28	39	49810
116408	39	34	71570
362301	34	76	100708
78800	26	20	33032
183167	39	91	82875
277965	39	115	139077
150629	33	85	71595
168809	28	76	72260
24188	4	8	5950
329267	39	79	115762
65029	18	21	32551
101097	14	30	31701
218946	29	76	80670
244052	44	101	143558
341570	21	94	117105
103597	16	27	23789
233328	28	92	120733
256462	35	123	105195
206161	28	75	73107
311473	38	128	132068
235800	23	105	149193
177939	36	55	46821
207176	32	56	87011
196553	29	41	95260
174184	25	72	55183
143246	27	67	106671
187559	36	75	73511
187681	28	114	92945
119016	23	118	78664
182192	40	77	70054
73566	23	22	22618
194979	40	66	74011
167488	28	69	83737
143756	34	105	69094
275541	33	116	93133
243199	28	88	95536
182999	34	73	225920
135649	30	99	62133
152299	33	62	61370
120221	22	53	43836
346485	38	118	106117
145790	26	30	38692
193339	35	100	84651
80953	8	49	56622
122774	24	24	15986
130585	29	67	95364
112611	20	46	26706
286468	29	57	89691
241066	45	75	67267
148446	37	135	126846
204713	33	68	41140
182079	33	124	102860
140344	25	33	51715
220516	32	98	55801
243060	29	58	111813
162765	28	68	120293
182613	28	81	138599
232138	31	131	161647
265318	52	110	115929
85574	21	37	24266
310839	24	130	162901
225060	41	93	109825
232317	33	118	129838
144966	32	39	37510
43287	19	13	43750
155754	20	74	40652
164709	31	81	87771
201940	31	109	85872
235454	32	151	89275
220801	18	51	44418
99466	23	28	192565
92661	17	40	35232
133328	20	56	40909
61361	12	27	13294
125930	17	37	32387
100750	30	83	140867
224549	31	54	120662
82316	10	27	21233
102010	13	28	44332
101523	22	59	61056
243511	42	133	101338
22938	1	12	1168
41566	9	0	13497
152474	32	106	65567
61857	11	23	25162
99923	25	44	32334
132487	36	71	40735
317394	31	116	91413
21054	0	4	855
209641	24	62	97068
22648	13	12	44339
31414	8	18	14116
46698	13	14	10288
131698	19	60	65622
91735	18	7	16563
244749	33	98	76643
184510	40	64	110681
79863	22	29	29011
128423	38	32	92696
97839	24	25	94785
38214	8	16	8773
151101	35	48	83209
272458	43	100	93815
172494	43	46	86687
108043	14	45	34553
328107	41	129	105547
250579	38	130	103487
351067	45	136	213688
158015	31	59	71220
98866	13	25	23517
85439	28	32	56926
229242	31	63	91721
351619	40	95	115168
84207	30	14	111194
120445	16	36	51009
324598	37	113	135777
131069	30	47	51513
204271	35	92	74163
165543	32	70	51633
141722	27	19	75345
116048	20	50	33416
250047	18	41	83305
299775	31	91	98952
195838	31	111	102372
173260	21	41	37238
254488	39	120	103772
104389	41	135	123969
136084	13	27	27142
199476	32	87	135400
92499	18	25	21399
224330	39	131	130115
135781	14	45	24874
74408	7	29	34988
81240	17	58	45549
14688	0	4	6023
181633	30	47	64466
271856	37	109	54990
7199	0	7	1644
46660	5	12	6179
17547	1	0	3926
133368	16	37	32755
95227	32	37	34777
152601	24	46	73224
98146	17	15	27114
79619	11	42	20760
59194	24	7	37636
139942	22	54	65461
118612	12	54	30080
72880	19	14	24094
65475	13	16	69008
99643	17	33	54968
71965	15	32	46090
77272	16	21	27507
49289	24	15	10672
135131	15	38	34029
108446	17	22	46300
89746	18	28	24760
44296	20	10	18779
77648	16	31	21280
181528	16	32	40662
134019	18	32	28987
124064	22	43	22827
92630	8	27	18513
121848	17	37	30594
52915	18	20	24006
81872	16	32	27913
58981	23	0	42744
53515	22	5	12934
60812	13	26	22574
56375	13	10	41385
65490	16	27	18653
80949	16	11	18472
76302	20	29	30976
104011	22	25	63339
98104	17	55	25568
67989	18	23	33747
30989	17	5	4154
135458	12	43	19474
73504	7	23	35130
63123	17	34	39067
61254	14	36	13310
74914	23	35	65892
31774	17	0	4143
81437	14	37	28579
87186	15	28	51776
50090	17	16	21152
65745	21	26	38084
56653	18	38	27717
158399	18	23	32928
46455	17	22	11342
73624	17	30	19499
38395	16	16	16380
91899	15	18	36874
139526	21	28	48259
52164	16	32	16734
51567	14	21	28207
70551	15	23	30143
84856	17	29	41369
102538	15	50	45833
86678	15	12	29156
85709	10	21	35944
34662	6	18	36278
150580	22	27	45588
99611	21	41	45097
19349	1	13	3895
99373	18	12	28394
86230	17	21	18632
30837	4	8	2325
31706	10	26	25139
89806	16	27	27975
62088	16	13	14483
40151	9	16	13127
27634	16	2	5839
76990	17	42	24069
37460	7	5	3738
54157	15	37	18625
49862	14	17	36341
84337	14	38	24548
64175	18	37	21792
59382	12	29	26263
119308	16	32	23686
76702	21	35	49303
103425	19	17	25659
70344	16	20	28904
43410	1	7	2781
104838	16	46	29236
62215	10	24	19546
69304	19	40	22818
53117	12	3	32689
19764	2	10	5752
86680	14	37	22197
84105	17	17	20055
77945	19	28	25272
89113	14	19	82206
91005	11	29	32073
40248	4	8	5444
64187	16	10	20154
50857	20	15	36944
56613	12	15	8019
62792	15	28	30884
72535	16	17	19540




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time8 seconds
R Server'Gertrude Mary Cox' @ cox.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 & 8 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156255&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]8 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156255&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156255&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 Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time8 seconds
R Server'Gertrude Mary Cox' @ cox.wessa.net







Multiple Linear Regression - Estimated Regression Equation
time[t] = + 14700.7736727012 + 1773.83353460073feedback[t] + 1147.86092997731blogs[t] + 0.381624042811461dgddg[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
time[t] =  +  14700.7736727012 +  1773.83353460073feedback[t] +  1147.86092997731blogs[t] +  0.381624042811461dgddg[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156255&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]time[t] =  +  14700.7736727012 +  1773.83353460073feedback[t] +  1147.86092997731blogs[t] +  0.381624042811461dgddg[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156255&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156255&T=1

As an alternative you can also use a QR Code:  

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

Multiple Linear Regression - Estimated Regression Equation
time[t] = + 14700.7736727012 + 1773.83353460073feedback[t] + 1147.86092997731blogs[t] + 0.381624042811461dgddg[t] + e[t]







Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STATH0: parameter = 02-tail p-value1-tail p-value
(Intercept)14700.77367270126091.4214092.41340.0164370.008219
feedback1773.83353460073389.9039914.54948e-064e-06
blogs1147.86092997731116.995139.811200
dgddg0.3816240428114610.101863.74660.0002170.000108

\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) & 14700.7736727012 & 6091.421409 & 2.4134 & 0.016437 & 0.008219 \tabularnewline
feedback & 1773.83353460073 & 389.903991 & 4.5494 & 8e-06 & 4e-06 \tabularnewline
blogs & 1147.86092997731 & 116.99513 & 9.8112 & 0 & 0 \tabularnewline
dgddg & 0.381624042811461 & 0.10186 & 3.7466 & 0.000217 & 0.000108 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156255&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]14700.7736727012[/C][C]6091.421409[/C][C]2.4134[/C][C]0.016437[/C][C]0.008219[/C][/ROW]
[ROW][C]feedback[/C][C]1773.83353460073[/C][C]389.903991[/C][C]4.5494[/C][C]8e-06[/C][C]4e-06[/C][/ROW]
[ROW][C]blogs[/C][C]1147.86092997731[/C][C]116.99513[/C][C]9.8112[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]dgddg[/C][C]0.381624042811461[/C][C]0.10186[/C][C]3.7466[/C][C]0.000217[/C][C]0.000108[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156255&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156255&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
VariableParameterS.D.T-STATH0: parameter = 02-tail p-value1-tail p-value
(Intercept)14700.77367270126091.4214092.41340.0164370.008219
feedback1773.83353460073389.9039914.54948e-064e-06
blogs1147.86092997731116.995139.811200
dgddg0.3816240428114610.101863.74660.0002170.000108







Multiple Linear Regression - Regression Statistics
Multiple R0.86035968229665
R-squared0.740218782921593
Adjusted R-squared0.737484243794452
F-TEST (value)270.69233552912
F-TEST (DF numerator)3
F-TEST (DF denominator)285
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation42187.6578806867
Sum Squared Residuals507242566075.493

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.86035968229665 \tabularnewline
R-squared & 0.740218782921593 \tabularnewline
Adjusted R-squared & 0.737484243794452 \tabularnewline
F-TEST (value) & 270.69233552912 \tabularnewline
F-TEST (DF numerator) & 3 \tabularnewline
F-TEST (DF denominator) & 285 \tabularnewline
p-value & 0 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation & 42187.6578806867 \tabularnewline
Sum Squared Residuals & 507242566075.493 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156255&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.86035968229665[/C][/ROW]
[ROW][C]R-squared[/C][C]0.740218782921593[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.737484243794452[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]270.69233552912[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]3[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]285[/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]42187.6578806867[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]507242566075.493[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156255&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156255&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 R0.86035968229665
R-squared0.740218782921593
Adjusted R-squared0.737484243794452
F-TEST (value)270.69233552912
F-TEST (DF numerator)3
F-TEST (DF denominator)285
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation42187.6578806867
Sum Squared Residuals507242566075.493







Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolationForecastResidualsPrediction Error
1210907201447.4488260169459.55117398421
2120982163300.422674019-42318.4226740185
3176508182699.839096785-6191.83909678481
4179321230502.441912493-51181.4419124933
5123185124609.776909096-1424.77690909616
65274686963.2190010765-34217.2190010765
7385534243420.50123533142113.49876467
83317056481.3377698926-23311.3377698926
910164563711.19724664437933.802753356
10149061154513.257110923-5452.25711092342
11165446160243.9179135935202.08208640725
12237213196902.34891179340310.6510882074
13173326218828.314666807-45502.3146668069
14133131140476.858935928-7345.85893592772
15258873235731.01627429623141.9837257037
16180083167878.71526330812204.2847366919
17324799316705.4337486618093.56625133897
18230964236068.05047361-5104.05047361021
19236785196802.49434212739982.505657873
20135473187650.468972606-52177.4689726059
21202925254369.030116004-51444.0301160035
22215147232293.359534597-17146.3595345971
23344297185563.047101275158733.952898725
24153935141456.25941500512478.7405849951
25132943216361.082884364-83418.0828843642
26174724242572.809083121-67848.8090831215
27174415185063.995548445-10648.9955484447
28225548195227.65677828930320.3432217114
29223632221489.1911685672142.80883143276
30124817124722.23771012194.7622898789861
31221698223480.887048-1782.88704800026
32210767229516.304102999-18749.3041029992
33170266167950.5135812812315.48641871852
34260561256247.7627308124313.23726918754
3584853135020.401892564-50167.401892564
36294424234790.95042320459633.0495767956
3710101182717.812382142118293.1876178579
38215641174261.1555097541379.84449025
39325107205209.447587732119897.552412268
40717615243.824685622-8067.82468562196
41167542153257.1585485514284.8414514503
4210640889275.110720985917132.8892790141
4396560101841.929308453-5281.92930845321
44265769213379.44974432152389.550255679
45269651216343.17343365953307.8265663412
46149112164183.180727889-15071.1807278891
47175824130867.42609353944956.5739064613
48152871162580.615538476-9709.61553847647
49111665128143.382483076-16478.3824830758
50116408150220.385885375-33812.3858853746
51362301200681.138630859161619.861369141
527880096383.4695540146-17583.4695540147
53183167219962.718698065-36795.7186980651
54277965268959.415471619005.58452838953
55150629198127.832707684-47498.8327076836
56168809179181.696653354-10372.6966533538
572418833249.6583056509-9061.65830565086
58329267218738.857434278110528.142565722
596502983157.1010425938-18128.1010425938
6010109786068.13483759715028.865162403
61218946184164.98838799934781.0116120011
62244052263468.58746077-19416.5874607698
63341570204540.28885062137029.71114938
6410359783152.809690142320444.1903098578
65233328216045.93376019117282.0662398092
66256462258116.782954488-1654.78295448813
67206161178357.07128763827803.9287123622
68311473279432.97111064932040.0288893507
69235800232959.9784353062840.0215646936
70177939159559.15137555518379.8486244448
71207176168949.14844772238226.8515522778
72196553149557.75062341246995.2493765879
73174184162751.75855055111432.241449449
74143246180209.179686142-36963.1796861424
75187559192701.915677739-5142.9156777394
76187681230694.305318047-43013.3053180468
77119016220966.608409562-101950.608409562
78182192200773.697360098-18581.6973600977
797356689383.4580283285-15817.4580283285
80194979189657.3134677525321.68653224779
81167488175526.56928286-8038.56928285969
82143756221904.443110759-78148.4431107592
83275541241930.94017105433610.0598289464
84243199201838.70903356141360.2909664389
85182999245021.465489435-62022.4654894353
86135649205265.458430482-69616.4584304818
87152299167824.925480458-15525.9254804582
88120221131290.612263398-11069.6122633982
89346485258050.83627587688434.1637241241
90145790110022.07093610135767.9290638993
91193339223875.897229491-30536.8972294912
9280953106744.944070466-25791.9440704661
9312277490922.082770958331851.9172290417
94130585179441.823703275-48856.8237032746
95112611113170.698830995-559.698830995172
96286468165798.261208632120669.738791368
97241066206283.55696583134782.4430341688
98148446283701.323334328-135255.323334328
99204713166991.83667424637721.1633257538
100182079254825.884675299-72746.8846752992
101140344116661.71010096623682.2898990344
102220516205248.82113062415267.1788693763
103243060175388.40921368567671.5907863155
104162765188329.356861898-25564.3568618982
105182613210237.55867931-27624.5586793099
106232138281747.776720696-49609.7767206964
107265318277446.113428534-12128.1134285336
10885574103682.62133134-18108.6213313401
109310839268661.637598242177.3624018005
110225060236090.87558099-11030.8755809901
111232317258234.172522403-25917.1725224029
112144966130544.74089489814421.2591051023
1134328780021.8547928216-36734.8547928216
114155754150632.9337714095121.06622859136
115164709196161.872435091-31452.8724350911
116201940227577.274417157-25637.2744171569
117235454278859.933628492-43405.9336284923
118220801122121.66145795798679.3385420431
11999466161126.484811872-61660.4848118719
12092661104215.75923634-11554.7592363396
121133328130069.514410823258.48558918049
1226136172052.331222433-10691.331222433
12312593099686.456044609126243.5439553909
124100750216946.470937562-116196.470937562
125224549177721.62371781546827.3762821846
1268231671534.377429111810781.6225708882
12710201086818.872727793215191.1272722068
128101523144749.343860475-43226.3438604754
129243511280540.303063343-37029.3030633426
1302293830694.6752490335-7756.67524903353
1314156635816.05518993415749.94481006592
132152474218158.648972539-65684.648972539
1336185770216.1681080095-8359.16810800947
13499923121891.924756987-21968.9247569871
135132487175602.362330642-43115.3623306417
136317394237726.87974821679667.1202517835
1372105419618.50594921431435.4940507857
138209641165483.63874933544157.3612506648
1392264868455.7692164559-45807.7692164559
1403141454939.9436774253-23525.9436774253
1414669857756.8107946374-11058.8107946374
142131698142318.199566128-10620.1995661277
1439173560985.642826441830749.3571735582
144244749214976.46296550129772.537034499
145184510201355.745257694-16845.7452576939
1467986398084.3735092627-18221.3735092627
147128423154213.020019254-25790.0200192542
14897839122141.536650436-24302.536650436
1493821450605.204556729-12391.204556729
150151101163636.827000937-12535.8270009367
151272458241563.76823462130894.2317653787
152172494176859.061838686-4365.06183868617
153108043104374.4405573553668.55944264497
154328107275781.28140502652325.718594974
155250579270821.49620301-20242.4962030095
156351067332180.84766694418886.1523330556
157158015164592.672443018-6577.67244301767
1589886675431.785486740723434.2145132593
15985439122823.992661881-37384.992661881
160229242177007.79066460552234.2093353953
161351619238651.781167086112967.218832914
16284207126420.136546783-42213.1365467831
163120445103871.36450526616573.6354947339
164324598261856.66720117762741.3327988234
165131069141523.842737004-10454.8427370037
166204271210690.536828666-6419.5368286661
167165543171518.106080821-5975.10608082076
168141722113157.10028211928564.8997178806
169116048120322.839878169-4274.83987816934
170250047125483.266310993124563.733689007
171299775211907.42015753987867.5798424608
172195838236169.792983501-40331.7929835007
173173260113224.492134660035.5078654004
174254488261225.483290038-6737.48329003838
175104389289698.725101563-185309.725101563
17613608479110.894501886956973.1054981131
177199476222999.243084623-23523.2430846228
1789249983492.67343706979006.32656293032
179224330283905.075679571-59575.0756795712
180135781100680.70144698335100.2985530171
1817440873757.8373941359650.162605864126
18281240128814.471225617-47574.4712256171
1831468821590.7390024639-6902.73900246393
184181633146467.01896354135165.9810364594
185271856226434.96193465845421.0380653422
186719923363.1901089245-16164.1901089245
1874666039702.32746596476957.67253403533
1881754717972.8631993798-425.863199379754
18913336898053.06015776335314.9398422371
19095227127206.040525939-31979.0405259394
191152601138018.42019290214582.5798070984
1929814672421.212007363325724.7879926367
1937961990345.6167411224-10726.6167411224
1945919479670.6074882121-20476.6074882121
195139942140691.093119173-749.093119173334
196118612109450.5175144549161.48248554626
1977288073668.5135372968-788.513537296818
1986547582461.4964484811-16986.4964484811
19999643103712.464835425-4069.46483542542
2007196595628.8785841665-23663.8785841665
2017727277684.5223014514-412.522301451369
2024928978563.3842376623-29274.3842376623
20313513197913.276583681337217.7234163187
20410844687778.077402585220667.9225974148
2058974688218.8946348911527.10536510905
2064429668822.5715644454-24526.5715644454
2077764886786.7586866375-9138.75868663755
20818152895331.256814386686196.7431856134
20913401994423.463183764239595.5368162358
210124064111794.46344819912269.536551801
2119263066948.692963463225681.3070365368
21212184899002.204135848122845.7958641519
2135291578748.2626667926-25833.2626667926
2148187290465.9318925833-8593.93189258329
2155898171811.0830544511-12830.0830544511
2165351564400.3414535273-10885.3414535273
2176081276219.7749443468-15407.7749443468
2185637565032.7299340362-8657.72993403617
2196549081192.7886062626-15702.7886062626
2208094962757.939774876718191.0602251233
2217630295286.5976841857-18984.5976841858
222104011106593.319930985-2582.31993098528
22398104117745.658436269-19641.6584362694
2246798985909.245257751-17920.245257751
2253098952180.514684639-21191.514684639
22613545892776.542686644942681.4573133551
2277350466924.86242835126579.13757164879
2286312398792.1218606577-35669.1218606577
2296125485936.8526461153-24682.8526461153
23074914120820.048946657-45906.0489466568
2313177446437.0121702815-14663.0121702815
2328143792911.7310857808-11474.7310857808
2338718693207.3491716832-6021.3491716832
2345009071293.8303940987-21203.8303940987
2356574596329.4321251584-30584.4321251584
23656653100825.966229258-44172.9662292576
23715839985596.695166688472802.3048333116
2384645574437.2641139821-27982.2641139821
2397362486733.0588710137-13109.0588710137
2403839567698.8869272016-29303.8869272017
2419189976041.778385933615857.2216140663
242139526102508.1786207237017.8213792803
2435216486199.7567179939-34035.7567179939
2445156774403.9920622179-22836.9920622179
2457055179212.3716036563-8661.37160365628
2468485693931.3157573231-9075.3157573231
247102538116192.297944756-13654.2979447556
2488667866209.238443650920468.7615563491
2498570970261.283143047315447.7168569527
2503466259849.8286450115-25187.8286450115
251150580102114.83340699448465.1665930063
25299611116223.675487055-16612.6754870549
2531934932883.2249437577-13534.2249437577
2549937371239.941526830728133.0584731692
2558623076071.442456100410158.5575438996
2563083731866.2711504593-1029.27115045931
2573170671877.140010356-40171.140010356
2588980684750.2879333515055.71206664897
2596208863531.3633280564-1443.36332805636
2604015154040.6291737309-13889.6291737309
2612763447606.1348722436-19972.1348722436
26276990102251.41190639-25261.4119063899
2633746034283.42373682213176.57626317786
2645415790886.8788982363-36729.8788982363
2654986272916.6783065371-23054.6783065371
2668433792521.2654991852-8184.26549918515
2676417597416.9828456223-33241.9828456223
2685938279297.3352936095-19915.3352936095
26911930888852.807063619230455.1929363808
27076702110941.620631256-34239.620631256
27110342577709.337954228725715.6620457713
2727034477069.7901592817-6725.79015928166
2734341025570.930180201817839.0698197982
274104838107040.873520905-2202.87352090527
2756221567446.9948789569-5231.9948789569
27669304103025.94543808-33721.9454380796
2775311751905.26721330581211.73278669423
2781976431922.1515359274-12158.1515359274
2798668090476.2064445581-3796.20644455809
2808410572023.049749111812081.9502508882
2817794590188.1196794111-12243.1196794111
2828911392715.5868900394-3602.5868900394
2839100579740.737447743411264.2625522566
2844024833056.55653998837191.44346001174
2856418762251.97048490821935.02951509179
2865085781494.0769520021-30637.0769520021
2875661356264.9332368748348.066763125204
2886279285234.4596692661-22442.4596692661
2897253570052.67983246322482.32016753681

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 210907 & 201447.448826016 & 9459.55117398421 \tabularnewline
2 & 120982 & 163300.422674019 & -42318.4226740185 \tabularnewline
3 & 176508 & 182699.839096785 & -6191.83909678481 \tabularnewline
4 & 179321 & 230502.441912493 & -51181.4419124933 \tabularnewline
5 & 123185 & 124609.776909096 & -1424.77690909616 \tabularnewline
6 & 52746 & 86963.2190010765 & -34217.2190010765 \tabularnewline
7 & 385534 & 243420.50123533 & 142113.49876467 \tabularnewline
8 & 33170 & 56481.3377698926 & -23311.3377698926 \tabularnewline
9 & 101645 & 63711.197246644 & 37933.802753356 \tabularnewline
10 & 149061 & 154513.257110923 & -5452.25711092342 \tabularnewline
11 & 165446 & 160243.917913593 & 5202.08208640725 \tabularnewline
12 & 237213 & 196902.348911793 & 40310.6510882074 \tabularnewline
13 & 173326 & 218828.314666807 & -45502.3146668069 \tabularnewline
14 & 133131 & 140476.858935928 & -7345.85893592772 \tabularnewline
15 & 258873 & 235731.016274296 & 23141.9837257037 \tabularnewline
16 & 180083 & 167878.715263308 & 12204.2847366919 \tabularnewline
17 & 324799 & 316705.433748661 & 8093.56625133897 \tabularnewline
18 & 230964 & 236068.05047361 & -5104.05047361021 \tabularnewline
19 & 236785 & 196802.494342127 & 39982.505657873 \tabularnewline
20 & 135473 & 187650.468972606 & -52177.4689726059 \tabularnewline
21 & 202925 & 254369.030116004 & -51444.0301160035 \tabularnewline
22 & 215147 & 232293.359534597 & -17146.3595345971 \tabularnewline
23 & 344297 & 185563.047101275 & 158733.952898725 \tabularnewline
24 & 153935 & 141456.259415005 & 12478.7405849951 \tabularnewline
25 & 132943 & 216361.082884364 & -83418.0828843642 \tabularnewline
26 & 174724 & 242572.809083121 & -67848.8090831215 \tabularnewline
27 & 174415 & 185063.995548445 & -10648.9955484447 \tabularnewline
28 & 225548 & 195227.656778289 & 30320.3432217114 \tabularnewline
29 & 223632 & 221489.191168567 & 2142.80883143276 \tabularnewline
30 & 124817 & 124722.237710121 & 94.7622898789861 \tabularnewline
31 & 221698 & 223480.887048 & -1782.88704800026 \tabularnewline
32 & 210767 & 229516.304102999 & -18749.3041029992 \tabularnewline
33 & 170266 & 167950.513581281 & 2315.48641871852 \tabularnewline
34 & 260561 & 256247.762730812 & 4313.23726918754 \tabularnewline
35 & 84853 & 135020.401892564 & -50167.401892564 \tabularnewline
36 & 294424 & 234790.950423204 & 59633.0495767956 \tabularnewline
37 & 101011 & 82717.8123821421 & 18293.1876178579 \tabularnewline
38 & 215641 & 174261.15550975 & 41379.84449025 \tabularnewline
39 & 325107 & 205209.447587732 & 119897.552412268 \tabularnewline
40 & 7176 & 15243.824685622 & -8067.82468562196 \tabularnewline
41 & 167542 & 153257.15854855 & 14284.8414514503 \tabularnewline
42 & 106408 & 89275.1107209859 & 17132.8892790141 \tabularnewline
43 & 96560 & 101841.929308453 & -5281.92930845321 \tabularnewline
44 & 265769 & 213379.449744321 & 52389.550255679 \tabularnewline
45 & 269651 & 216343.173433659 & 53307.8265663412 \tabularnewline
46 & 149112 & 164183.180727889 & -15071.1807278891 \tabularnewline
47 & 175824 & 130867.426093539 & 44956.5739064613 \tabularnewline
48 & 152871 & 162580.615538476 & -9709.61553847647 \tabularnewline
49 & 111665 & 128143.382483076 & -16478.3824830758 \tabularnewline
50 & 116408 & 150220.385885375 & -33812.3858853746 \tabularnewline
51 & 362301 & 200681.138630859 & 161619.861369141 \tabularnewline
52 & 78800 & 96383.4695540146 & -17583.4695540147 \tabularnewline
53 & 183167 & 219962.718698065 & -36795.7186980651 \tabularnewline
54 & 277965 & 268959.41547161 & 9005.58452838953 \tabularnewline
55 & 150629 & 198127.832707684 & -47498.8327076836 \tabularnewline
56 & 168809 & 179181.696653354 & -10372.6966533538 \tabularnewline
57 & 24188 & 33249.6583056509 & -9061.65830565086 \tabularnewline
58 & 329267 & 218738.857434278 & 110528.142565722 \tabularnewline
59 & 65029 & 83157.1010425938 & -18128.1010425938 \tabularnewline
60 & 101097 & 86068.134837597 & 15028.865162403 \tabularnewline
61 & 218946 & 184164.988387999 & 34781.0116120011 \tabularnewline
62 & 244052 & 263468.58746077 & -19416.5874607698 \tabularnewline
63 & 341570 & 204540.28885062 & 137029.71114938 \tabularnewline
64 & 103597 & 83152.8096901423 & 20444.1903098578 \tabularnewline
65 & 233328 & 216045.933760191 & 17282.0662398092 \tabularnewline
66 & 256462 & 258116.782954488 & -1654.78295448813 \tabularnewline
67 & 206161 & 178357.071287638 & 27803.9287123622 \tabularnewline
68 & 311473 & 279432.971110649 & 32040.0288893507 \tabularnewline
69 & 235800 & 232959.978435306 & 2840.0215646936 \tabularnewline
70 & 177939 & 159559.151375555 & 18379.8486244448 \tabularnewline
71 & 207176 & 168949.148447722 & 38226.8515522778 \tabularnewline
72 & 196553 & 149557.750623412 & 46995.2493765879 \tabularnewline
73 & 174184 & 162751.758550551 & 11432.241449449 \tabularnewline
74 & 143246 & 180209.179686142 & -36963.1796861424 \tabularnewline
75 & 187559 & 192701.915677739 & -5142.9156777394 \tabularnewline
76 & 187681 & 230694.305318047 & -43013.3053180468 \tabularnewline
77 & 119016 & 220966.608409562 & -101950.608409562 \tabularnewline
78 & 182192 & 200773.697360098 & -18581.6973600977 \tabularnewline
79 & 73566 & 89383.4580283285 & -15817.4580283285 \tabularnewline
80 & 194979 & 189657.313467752 & 5321.68653224779 \tabularnewline
81 & 167488 & 175526.56928286 & -8038.56928285969 \tabularnewline
82 & 143756 & 221904.443110759 & -78148.4431107592 \tabularnewline
83 & 275541 & 241930.940171054 & 33610.0598289464 \tabularnewline
84 & 243199 & 201838.709033561 & 41360.2909664389 \tabularnewline
85 & 182999 & 245021.465489435 & -62022.4654894353 \tabularnewline
86 & 135649 & 205265.458430482 & -69616.4584304818 \tabularnewline
87 & 152299 & 167824.925480458 & -15525.9254804582 \tabularnewline
88 & 120221 & 131290.612263398 & -11069.6122633982 \tabularnewline
89 & 346485 & 258050.836275876 & 88434.1637241241 \tabularnewline
90 & 145790 & 110022.070936101 & 35767.9290638993 \tabularnewline
91 & 193339 & 223875.897229491 & -30536.8972294912 \tabularnewline
92 & 80953 & 106744.944070466 & -25791.9440704661 \tabularnewline
93 & 122774 & 90922.0827709583 & 31851.9172290417 \tabularnewline
94 & 130585 & 179441.823703275 & -48856.8237032746 \tabularnewline
95 & 112611 & 113170.698830995 & -559.698830995172 \tabularnewline
96 & 286468 & 165798.261208632 & 120669.738791368 \tabularnewline
97 & 241066 & 206283.556965831 & 34782.4430341688 \tabularnewline
98 & 148446 & 283701.323334328 & -135255.323334328 \tabularnewline
99 & 204713 & 166991.836674246 & 37721.1633257538 \tabularnewline
100 & 182079 & 254825.884675299 & -72746.8846752992 \tabularnewline
101 & 140344 & 116661.710100966 & 23682.2898990344 \tabularnewline
102 & 220516 & 205248.821130624 & 15267.1788693763 \tabularnewline
103 & 243060 & 175388.409213685 & 67671.5907863155 \tabularnewline
104 & 162765 & 188329.356861898 & -25564.3568618982 \tabularnewline
105 & 182613 & 210237.55867931 & -27624.5586793099 \tabularnewline
106 & 232138 & 281747.776720696 & -49609.7767206964 \tabularnewline
107 & 265318 & 277446.113428534 & -12128.1134285336 \tabularnewline
108 & 85574 & 103682.62133134 & -18108.6213313401 \tabularnewline
109 & 310839 & 268661.6375982 & 42177.3624018005 \tabularnewline
110 & 225060 & 236090.87558099 & -11030.8755809901 \tabularnewline
111 & 232317 & 258234.172522403 & -25917.1725224029 \tabularnewline
112 & 144966 & 130544.740894898 & 14421.2591051023 \tabularnewline
113 & 43287 & 80021.8547928216 & -36734.8547928216 \tabularnewline
114 & 155754 & 150632.933771409 & 5121.06622859136 \tabularnewline
115 & 164709 & 196161.872435091 & -31452.8724350911 \tabularnewline
116 & 201940 & 227577.274417157 & -25637.2744171569 \tabularnewline
117 & 235454 & 278859.933628492 & -43405.9336284923 \tabularnewline
118 & 220801 & 122121.661457957 & 98679.3385420431 \tabularnewline
119 & 99466 & 161126.484811872 & -61660.4848118719 \tabularnewline
120 & 92661 & 104215.75923634 & -11554.7592363396 \tabularnewline
121 & 133328 & 130069.51441082 & 3258.48558918049 \tabularnewline
122 & 61361 & 72052.331222433 & -10691.331222433 \tabularnewline
123 & 125930 & 99686.4560446091 & 26243.5439553909 \tabularnewline
124 & 100750 & 216946.470937562 & -116196.470937562 \tabularnewline
125 & 224549 & 177721.623717815 & 46827.3762821846 \tabularnewline
126 & 82316 & 71534.3774291118 & 10781.6225708882 \tabularnewline
127 & 102010 & 86818.8727277932 & 15191.1272722068 \tabularnewline
128 & 101523 & 144749.343860475 & -43226.3438604754 \tabularnewline
129 & 243511 & 280540.303063343 & -37029.3030633426 \tabularnewline
130 & 22938 & 30694.6752490335 & -7756.67524903353 \tabularnewline
131 & 41566 & 35816.0551899341 & 5749.94481006592 \tabularnewline
132 & 152474 & 218158.648972539 & -65684.648972539 \tabularnewline
133 & 61857 & 70216.1681080095 & -8359.16810800947 \tabularnewline
134 & 99923 & 121891.924756987 & -21968.9247569871 \tabularnewline
135 & 132487 & 175602.362330642 & -43115.3623306417 \tabularnewline
136 & 317394 & 237726.879748216 & 79667.1202517835 \tabularnewline
137 & 21054 & 19618.5059492143 & 1435.4940507857 \tabularnewline
138 & 209641 & 165483.638749335 & 44157.3612506648 \tabularnewline
139 & 22648 & 68455.7692164559 & -45807.7692164559 \tabularnewline
140 & 31414 & 54939.9436774253 & -23525.9436774253 \tabularnewline
141 & 46698 & 57756.8107946374 & -11058.8107946374 \tabularnewline
142 & 131698 & 142318.199566128 & -10620.1995661277 \tabularnewline
143 & 91735 & 60985.6428264418 & 30749.3571735582 \tabularnewline
144 & 244749 & 214976.462965501 & 29772.537034499 \tabularnewline
145 & 184510 & 201355.745257694 & -16845.7452576939 \tabularnewline
146 & 79863 & 98084.3735092627 & -18221.3735092627 \tabularnewline
147 & 128423 & 154213.020019254 & -25790.0200192542 \tabularnewline
148 & 97839 & 122141.536650436 & -24302.536650436 \tabularnewline
149 & 38214 & 50605.204556729 & -12391.204556729 \tabularnewline
150 & 151101 & 163636.827000937 & -12535.8270009367 \tabularnewline
151 & 272458 & 241563.768234621 & 30894.2317653787 \tabularnewline
152 & 172494 & 176859.061838686 & -4365.06183868617 \tabularnewline
153 & 108043 & 104374.440557355 & 3668.55944264497 \tabularnewline
154 & 328107 & 275781.281405026 & 52325.718594974 \tabularnewline
155 & 250579 & 270821.49620301 & -20242.4962030095 \tabularnewline
156 & 351067 & 332180.847666944 & 18886.1523330556 \tabularnewline
157 & 158015 & 164592.672443018 & -6577.67244301767 \tabularnewline
158 & 98866 & 75431.7854867407 & 23434.2145132593 \tabularnewline
159 & 85439 & 122823.992661881 & -37384.992661881 \tabularnewline
160 & 229242 & 177007.790664605 & 52234.2093353953 \tabularnewline
161 & 351619 & 238651.781167086 & 112967.218832914 \tabularnewline
162 & 84207 & 126420.136546783 & -42213.1365467831 \tabularnewline
163 & 120445 & 103871.364505266 & 16573.6354947339 \tabularnewline
164 & 324598 & 261856.667201177 & 62741.3327988234 \tabularnewline
165 & 131069 & 141523.842737004 & -10454.8427370037 \tabularnewline
166 & 204271 & 210690.536828666 & -6419.5368286661 \tabularnewline
167 & 165543 & 171518.106080821 & -5975.10608082076 \tabularnewline
168 & 141722 & 113157.100282119 & 28564.8997178806 \tabularnewline
169 & 116048 & 120322.839878169 & -4274.83987816934 \tabularnewline
170 & 250047 & 125483.266310993 & 124563.733689007 \tabularnewline
171 & 299775 & 211907.420157539 & 87867.5798424608 \tabularnewline
172 & 195838 & 236169.792983501 & -40331.7929835007 \tabularnewline
173 & 173260 & 113224.4921346 & 60035.5078654004 \tabularnewline
174 & 254488 & 261225.483290038 & -6737.48329003838 \tabularnewline
175 & 104389 & 289698.725101563 & -185309.725101563 \tabularnewline
176 & 136084 & 79110.8945018869 & 56973.1054981131 \tabularnewline
177 & 199476 & 222999.243084623 & -23523.2430846228 \tabularnewline
178 & 92499 & 83492.6734370697 & 9006.32656293032 \tabularnewline
179 & 224330 & 283905.075679571 & -59575.0756795712 \tabularnewline
180 & 135781 & 100680.701446983 & 35100.2985530171 \tabularnewline
181 & 74408 & 73757.8373941359 & 650.162605864126 \tabularnewline
182 & 81240 & 128814.471225617 & -47574.4712256171 \tabularnewline
183 & 14688 & 21590.7390024639 & -6902.73900246393 \tabularnewline
184 & 181633 & 146467.018963541 & 35165.9810364594 \tabularnewline
185 & 271856 & 226434.961934658 & 45421.0380653422 \tabularnewline
186 & 7199 & 23363.1901089245 & -16164.1901089245 \tabularnewline
187 & 46660 & 39702.3274659647 & 6957.67253403533 \tabularnewline
188 & 17547 & 17972.8631993798 & -425.863199379754 \tabularnewline
189 & 133368 & 98053.060157763 & 35314.9398422371 \tabularnewline
190 & 95227 & 127206.040525939 & -31979.0405259394 \tabularnewline
191 & 152601 & 138018.420192902 & 14582.5798070984 \tabularnewline
192 & 98146 & 72421.2120073633 & 25724.7879926367 \tabularnewline
193 & 79619 & 90345.6167411224 & -10726.6167411224 \tabularnewline
194 & 59194 & 79670.6074882121 & -20476.6074882121 \tabularnewline
195 & 139942 & 140691.093119173 & -749.093119173334 \tabularnewline
196 & 118612 & 109450.517514454 & 9161.48248554626 \tabularnewline
197 & 72880 & 73668.5135372968 & -788.513537296818 \tabularnewline
198 & 65475 & 82461.4964484811 & -16986.4964484811 \tabularnewline
199 & 99643 & 103712.464835425 & -4069.46483542542 \tabularnewline
200 & 71965 & 95628.8785841665 & -23663.8785841665 \tabularnewline
201 & 77272 & 77684.5223014514 & -412.522301451369 \tabularnewline
202 & 49289 & 78563.3842376623 & -29274.3842376623 \tabularnewline
203 & 135131 & 97913.2765836813 & 37217.7234163187 \tabularnewline
204 & 108446 & 87778.0774025852 & 20667.9225974148 \tabularnewline
205 & 89746 & 88218.894634891 & 1527.10536510905 \tabularnewline
206 & 44296 & 68822.5715644454 & -24526.5715644454 \tabularnewline
207 & 77648 & 86786.7586866375 & -9138.75868663755 \tabularnewline
208 & 181528 & 95331.2568143866 & 86196.7431856134 \tabularnewline
209 & 134019 & 94423.4631837642 & 39595.5368162358 \tabularnewline
210 & 124064 & 111794.463448199 & 12269.536551801 \tabularnewline
211 & 92630 & 66948.6929634632 & 25681.3070365368 \tabularnewline
212 & 121848 & 99002.2041358481 & 22845.7958641519 \tabularnewline
213 & 52915 & 78748.2626667926 & -25833.2626667926 \tabularnewline
214 & 81872 & 90465.9318925833 & -8593.93189258329 \tabularnewline
215 & 58981 & 71811.0830544511 & -12830.0830544511 \tabularnewline
216 & 53515 & 64400.3414535273 & -10885.3414535273 \tabularnewline
217 & 60812 & 76219.7749443468 & -15407.7749443468 \tabularnewline
218 & 56375 & 65032.7299340362 & -8657.72993403617 \tabularnewline
219 & 65490 & 81192.7886062626 & -15702.7886062626 \tabularnewline
220 & 80949 & 62757.9397748767 & 18191.0602251233 \tabularnewline
221 & 76302 & 95286.5976841857 & -18984.5976841858 \tabularnewline
222 & 104011 & 106593.319930985 & -2582.31993098528 \tabularnewline
223 & 98104 & 117745.658436269 & -19641.6584362694 \tabularnewline
224 & 67989 & 85909.245257751 & -17920.245257751 \tabularnewline
225 & 30989 & 52180.514684639 & -21191.514684639 \tabularnewline
226 & 135458 & 92776.5426866449 & 42681.4573133551 \tabularnewline
227 & 73504 & 66924.8624283512 & 6579.13757164879 \tabularnewline
228 & 63123 & 98792.1218606577 & -35669.1218606577 \tabularnewline
229 & 61254 & 85936.8526461153 & -24682.8526461153 \tabularnewline
230 & 74914 & 120820.048946657 & -45906.0489466568 \tabularnewline
231 & 31774 & 46437.0121702815 & -14663.0121702815 \tabularnewline
232 & 81437 & 92911.7310857808 & -11474.7310857808 \tabularnewline
233 & 87186 & 93207.3491716832 & -6021.3491716832 \tabularnewline
234 & 50090 & 71293.8303940987 & -21203.8303940987 \tabularnewline
235 & 65745 & 96329.4321251584 & -30584.4321251584 \tabularnewline
236 & 56653 & 100825.966229258 & -44172.9662292576 \tabularnewline
237 & 158399 & 85596.6951666884 & 72802.3048333116 \tabularnewline
238 & 46455 & 74437.2641139821 & -27982.2641139821 \tabularnewline
239 & 73624 & 86733.0588710137 & -13109.0588710137 \tabularnewline
240 & 38395 & 67698.8869272016 & -29303.8869272017 \tabularnewline
241 & 91899 & 76041.7783859336 & 15857.2216140663 \tabularnewline
242 & 139526 & 102508.17862072 & 37017.8213792803 \tabularnewline
243 & 52164 & 86199.7567179939 & -34035.7567179939 \tabularnewline
244 & 51567 & 74403.9920622179 & -22836.9920622179 \tabularnewline
245 & 70551 & 79212.3716036563 & -8661.37160365628 \tabularnewline
246 & 84856 & 93931.3157573231 & -9075.3157573231 \tabularnewline
247 & 102538 & 116192.297944756 & -13654.2979447556 \tabularnewline
248 & 86678 & 66209.2384436509 & 20468.7615563491 \tabularnewline
249 & 85709 & 70261.2831430473 & 15447.7168569527 \tabularnewline
250 & 34662 & 59849.8286450115 & -25187.8286450115 \tabularnewline
251 & 150580 & 102114.833406994 & 48465.1665930063 \tabularnewline
252 & 99611 & 116223.675487055 & -16612.6754870549 \tabularnewline
253 & 19349 & 32883.2249437577 & -13534.2249437577 \tabularnewline
254 & 99373 & 71239.9415268307 & 28133.0584731692 \tabularnewline
255 & 86230 & 76071.4424561004 & 10158.5575438996 \tabularnewline
256 & 30837 & 31866.2711504593 & -1029.27115045931 \tabularnewline
257 & 31706 & 71877.140010356 & -40171.140010356 \tabularnewline
258 & 89806 & 84750.287933351 & 5055.71206664897 \tabularnewline
259 & 62088 & 63531.3633280564 & -1443.36332805636 \tabularnewline
260 & 40151 & 54040.6291737309 & -13889.6291737309 \tabularnewline
261 & 27634 & 47606.1348722436 & -19972.1348722436 \tabularnewline
262 & 76990 & 102251.41190639 & -25261.4119063899 \tabularnewline
263 & 37460 & 34283.4237368221 & 3176.57626317786 \tabularnewline
264 & 54157 & 90886.8788982363 & -36729.8788982363 \tabularnewline
265 & 49862 & 72916.6783065371 & -23054.6783065371 \tabularnewline
266 & 84337 & 92521.2654991852 & -8184.26549918515 \tabularnewline
267 & 64175 & 97416.9828456223 & -33241.9828456223 \tabularnewline
268 & 59382 & 79297.3352936095 & -19915.3352936095 \tabularnewline
269 & 119308 & 88852.8070636192 & 30455.1929363808 \tabularnewline
270 & 76702 & 110941.620631256 & -34239.620631256 \tabularnewline
271 & 103425 & 77709.3379542287 & 25715.6620457713 \tabularnewline
272 & 70344 & 77069.7901592817 & -6725.79015928166 \tabularnewline
273 & 43410 & 25570.9301802018 & 17839.0698197982 \tabularnewline
274 & 104838 & 107040.873520905 & -2202.87352090527 \tabularnewline
275 & 62215 & 67446.9948789569 & -5231.9948789569 \tabularnewline
276 & 69304 & 103025.94543808 & -33721.9454380796 \tabularnewline
277 & 53117 & 51905.2672133058 & 1211.73278669423 \tabularnewline
278 & 19764 & 31922.1515359274 & -12158.1515359274 \tabularnewline
279 & 86680 & 90476.2064445581 & -3796.20644455809 \tabularnewline
280 & 84105 & 72023.0497491118 & 12081.9502508882 \tabularnewline
281 & 77945 & 90188.1196794111 & -12243.1196794111 \tabularnewline
282 & 89113 & 92715.5868900394 & -3602.5868900394 \tabularnewline
283 & 91005 & 79740.7374477434 & 11264.2625522566 \tabularnewline
284 & 40248 & 33056.5565399883 & 7191.44346001174 \tabularnewline
285 & 64187 & 62251.9704849082 & 1935.02951509179 \tabularnewline
286 & 50857 & 81494.0769520021 & -30637.0769520021 \tabularnewline
287 & 56613 & 56264.9332368748 & 348.066763125204 \tabularnewline
288 & 62792 & 85234.4596692661 & -22442.4596692661 \tabularnewline
289 & 72535 & 70052.6798324632 & 2482.32016753681 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156255&T=4

[TABLE]
[ROW][C]Multiple Linear Regression - Actuals, Interpolation, and Residuals[/C][/ROW]
[ROW][C]Time or Index[/C][C]Actuals[/C][C]InterpolationForecast[/C][C]ResidualsPrediction Error[/C][/ROW]
[ROW][C]1[/C][C]210907[/C][C]201447.448826016[/C][C]9459.55117398421[/C][/ROW]
[ROW][C]2[/C][C]120982[/C][C]163300.422674019[/C][C]-42318.4226740185[/C][/ROW]
[ROW][C]3[/C][C]176508[/C][C]182699.839096785[/C][C]-6191.83909678481[/C][/ROW]
[ROW][C]4[/C][C]179321[/C][C]230502.441912493[/C][C]-51181.4419124933[/C][/ROW]
[ROW][C]5[/C][C]123185[/C][C]124609.776909096[/C][C]-1424.77690909616[/C][/ROW]
[ROW][C]6[/C][C]52746[/C][C]86963.2190010765[/C][C]-34217.2190010765[/C][/ROW]
[ROW][C]7[/C][C]385534[/C][C]243420.50123533[/C][C]142113.49876467[/C][/ROW]
[ROW][C]8[/C][C]33170[/C][C]56481.3377698926[/C][C]-23311.3377698926[/C][/ROW]
[ROW][C]9[/C][C]101645[/C][C]63711.197246644[/C][C]37933.802753356[/C][/ROW]
[ROW][C]10[/C][C]149061[/C][C]154513.257110923[/C][C]-5452.25711092342[/C][/ROW]
[ROW][C]11[/C][C]165446[/C][C]160243.917913593[/C][C]5202.08208640725[/C][/ROW]
[ROW][C]12[/C][C]237213[/C][C]196902.348911793[/C][C]40310.6510882074[/C][/ROW]
[ROW][C]13[/C][C]173326[/C][C]218828.314666807[/C][C]-45502.3146668069[/C][/ROW]
[ROW][C]14[/C][C]133131[/C][C]140476.858935928[/C][C]-7345.85893592772[/C][/ROW]
[ROW][C]15[/C][C]258873[/C][C]235731.016274296[/C][C]23141.9837257037[/C][/ROW]
[ROW][C]16[/C][C]180083[/C][C]167878.715263308[/C][C]12204.2847366919[/C][/ROW]
[ROW][C]17[/C][C]324799[/C][C]316705.433748661[/C][C]8093.56625133897[/C][/ROW]
[ROW][C]18[/C][C]230964[/C][C]236068.05047361[/C][C]-5104.05047361021[/C][/ROW]
[ROW][C]19[/C][C]236785[/C][C]196802.494342127[/C][C]39982.505657873[/C][/ROW]
[ROW][C]20[/C][C]135473[/C][C]187650.468972606[/C][C]-52177.4689726059[/C][/ROW]
[ROW][C]21[/C][C]202925[/C][C]254369.030116004[/C][C]-51444.0301160035[/C][/ROW]
[ROW][C]22[/C][C]215147[/C][C]232293.359534597[/C][C]-17146.3595345971[/C][/ROW]
[ROW][C]23[/C][C]344297[/C][C]185563.047101275[/C][C]158733.952898725[/C][/ROW]
[ROW][C]24[/C][C]153935[/C][C]141456.259415005[/C][C]12478.7405849951[/C][/ROW]
[ROW][C]25[/C][C]132943[/C][C]216361.082884364[/C][C]-83418.0828843642[/C][/ROW]
[ROW][C]26[/C][C]174724[/C][C]242572.809083121[/C][C]-67848.8090831215[/C][/ROW]
[ROW][C]27[/C][C]174415[/C][C]185063.995548445[/C][C]-10648.9955484447[/C][/ROW]
[ROW][C]28[/C][C]225548[/C][C]195227.656778289[/C][C]30320.3432217114[/C][/ROW]
[ROW][C]29[/C][C]223632[/C][C]221489.191168567[/C][C]2142.80883143276[/C][/ROW]
[ROW][C]30[/C][C]124817[/C][C]124722.237710121[/C][C]94.7622898789861[/C][/ROW]
[ROW][C]31[/C][C]221698[/C][C]223480.887048[/C][C]-1782.88704800026[/C][/ROW]
[ROW][C]32[/C][C]210767[/C][C]229516.304102999[/C][C]-18749.3041029992[/C][/ROW]
[ROW][C]33[/C][C]170266[/C][C]167950.513581281[/C][C]2315.48641871852[/C][/ROW]
[ROW][C]34[/C][C]260561[/C][C]256247.762730812[/C][C]4313.23726918754[/C][/ROW]
[ROW][C]35[/C][C]84853[/C][C]135020.401892564[/C][C]-50167.401892564[/C][/ROW]
[ROW][C]36[/C][C]294424[/C][C]234790.950423204[/C][C]59633.0495767956[/C][/ROW]
[ROW][C]37[/C][C]101011[/C][C]82717.8123821421[/C][C]18293.1876178579[/C][/ROW]
[ROW][C]38[/C][C]215641[/C][C]174261.15550975[/C][C]41379.84449025[/C][/ROW]
[ROW][C]39[/C][C]325107[/C][C]205209.447587732[/C][C]119897.552412268[/C][/ROW]
[ROW][C]40[/C][C]7176[/C][C]15243.824685622[/C][C]-8067.82468562196[/C][/ROW]
[ROW][C]41[/C][C]167542[/C][C]153257.15854855[/C][C]14284.8414514503[/C][/ROW]
[ROW][C]42[/C][C]106408[/C][C]89275.1107209859[/C][C]17132.8892790141[/C][/ROW]
[ROW][C]43[/C][C]96560[/C][C]101841.929308453[/C][C]-5281.92930845321[/C][/ROW]
[ROW][C]44[/C][C]265769[/C][C]213379.449744321[/C][C]52389.550255679[/C][/ROW]
[ROW][C]45[/C][C]269651[/C][C]216343.173433659[/C][C]53307.8265663412[/C][/ROW]
[ROW][C]46[/C][C]149112[/C][C]164183.180727889[/C][C]-15071.1807278891[/C][/ROW]
[ROW][C]47[/C][C]175824[/C][C]130867.426093539[/C][C]44956.5739064613[/C][/ROW]
[ROW][C]48[/C][C]152871[/C][C]162580.615538476[/C][C]-9709.61553847647[/C][/ROW]
[ROW][C]49[/C][C]111665[/C][C]128143.382483076[/C][C]-16478.3824830758[/C][/ROW]
[ROW][C]50[/C][C]116408[/C][C]150220.385885375[/C][C]-33812.3858853746[/C][/ROW]
[ROW][C]51[/C][C]362301[/C][C]200681.138630859[/C][C]161619.861369141[/C][/ROW]
[ROW][C]52[/C][C]78800[/C][C]96383.4695540146[/C][C]-17583.4695540147[/C][/ROW]
[ROW][C]53[/C][C]183167[/C][C]219962.718698065[/C][C]-36795.7186980651[/C][/ROW]
[ROW][C]54[/C][C]277965[/C][C]268959.41547161[/C][C]9005.58452838953[/C][/ROW]
[ROW][C]55[/C][C]150629[/C][C]198127.832707684[/C][C]-47498.8327076836[/C][/ROW]
[ROW][C]56[/C][C]168809[/C][C]179181.696653354[/C][C]-10372.6966533538[/C][/ROW]
[ROW][C]57[/C][C]24188[/C][C]33249.6583056509[/C][C]-9061.65830565086[/C][/ROW]
[ROW][C]58[/C][C]329267[/C][C]218738.857434278[/C][C]110528.142565722[/C][/ROW]
[ROW][C]59[/C][C]65029[/C][C]83157.1010425938[/C][C]-18128.1010425938[/C][/ROW]
[ROW][C]60[/C][C]101097[/C][C]86068.134837597[/C][C]15028.865162403[/C][/ROW]
[ROW][C]61[/C][C]218946[/C][C]184164.988387999[/C][C]34781.0116120011[/C][/ROW]
[ROW][C]62[/C][C]244052[/C][C]263468.58746077[/C][C]-19416.5874607698[/C][/ROW]
[ROW][C]63[/C][C]341570[/C][C]204540.28885062[/C][C]137029.71114938[/C][/ROW]
[ROW][C]64[/C][C]103597[/C][C]83152.8096901423[/C][C]20444.1903098578[/C][/ROW]
[ROW][C]65[/C][C]233328[/C][C]216045.933760191[/C][C]17282.0662398092[/C][/ROW]
[ROW][C]66[/C][C]256462[/C][C]258116.782954488[/C][C]-1654.78295448813[/C][/ROW]
[ROW][C]67[/C][C]206161[/C][C]178357.071287638[/C][C]27803.9287123622[/C][/ROW]
[ROW][C]68[/C][C]311473[/C][C]279432.971110649[/C][C]32040.0288893507[/C][/ROW]
[ROW][C]69[/C][C]235800[/C][C]232959.978435306[/C][C]2840.0215646936[/C][/ROW]
[ROW][C]70[/C][C]177939[/C][C]159559.151375555[/C][C]18379.8486244448[/C][/ROW]
[ROW][C]71[/C][C]207176[/C][C]168949.148447722[/C][C]38226.8515522778[/C][/ROW]
[ROW][C]72[/C][C]196553[/C][C]149557.750623412[/C][C]46995.2493765879[/C][/ROW]
[ROW][C]73[/C][C]174184[/C][C]162751.758550551[/C][C]11432.241449449[/C][/ROW]
[ROW][C]74[/C][C]143246[/C][C]180209.179686142[/C][C]-36963.1796861424[/C][/ROW]
[ROW][C]75[/C][C]187559[/C][C]192701.915677739[/C][C]-5142.9156777394[/C][/ROW]
[ROW][C]76[/C][C]187681[/C][C]230694.305318047[/C][C]-43013.3053180468[/C][/ROW]
[ROW][C]77[/C][C]119016[/C][C]220966.608409562[/C][C]-101950.608409562[/C][/ROW]
[ROW][C]78[/C][C]182192[/C][C]200773.697360098[/C][C]-18581.6973600977[/C][/ROW]
[ROW][C]79[/C][C]73566[/C][C]89383.4580283285[/C][C]-15817.4580283285[/C][/ROW]
[ROW][C]80[/C][C]194979[/C][C]189657.313467752[/C][C]5321.68653224779[/C][/ROW]
[ROW][C]81[/C][C]167488[/C][C]175526.56928286[/C][C]-8038.56928285969[/C][/ROW]
[ROW][C]82[/C][C]143756[/C][C]221904.443110759[/C][C]-78148.4431107592[/C][/ROW]
[ROW][C]83[/C][C]275541[/C][C]241930.940171054[/C][C]33610.0598289464[/C][/ROW]
[ROW][C]84[/C][C]243199[/C][C]201838.709033561[/C][C]41360.2909664389[/C][/ROW]
[ROW][C]85[/C][C]182999[/C][C]245021.465489435[/C][C]-62022.4654894353[/C][/ROW]
[ROW][C]86[/C][C]135649[/C][C]205265.458430482[/C][C]-69616.4584304818[/C][/ROW]
[ROW][C]87[/C][C]152299[/C][C]167824.925480458[/C][C]-15525.9254804582[/C][/ROW]
[ROW][C]88[/C][C]120221[/C][C]131290.612263398[/C][C]-11069.6122633982[/C][/ROW]
[ROW][C]89[/C][C]346485[/C][C]258050.836275876[/C][C]88434.1637241241[/C][/ROW]
[ROW][C]90[/C][C]145790[/C][C]110022.070936101[/C][C]35767.9290638993[/C][/ROW]
[ROW][C]91[/C][C]193339[/C][C]223875.897229491[/C][C]-30536.8972294912[/C][/ROW]
[ROW][C]92[/C][C]80953[/C][C]106744.944070466[/C][C]-25791.9440704661[/C][/ROW]
[ROW][C]93[/C][C]122774[/C][C]90922.0827709583[/C][C]31851.9172290417[/C][/ROW]
[ROW][C]94[/C][C]130585[/C][C]179441.823703275[/C][C]-48856.8237032746[/C][/ROW]
[ROW][C]95[/C][C]112611[/C][C]113170.698830995[/C][C]-559.698830995172[/C][/ROW]
[ROW][C]96[/C][C]286468[/C][C]165798.261208632[/C][C]120669.738791368[/C][/ROW]
[ROW][C]97[/C][C]241066[/C][C]206283.556965831[/C][C]34782.4430341688[/C][/ROW]
[ROW][C]98[/C][C]148446[/C][C]283701.323334328[/C][C]-135255.323334328[/C][/ROW]
[ROW][C]99[/C][C]204713[/C][C]166991.836674246[/C][C]37721.1633257538[/C][/ROW]
[ROW][C]100[/C][C]182079[/C][C]254825.884675299[/C][C]-72746.8846752992[/C][/ROW]
[ROW][C]101[/C][C]140344[/C][C]116661.710100966[/C][C]23682.2898990344[/C][/ROW]
[ROW][C]102[/C][C]220516[/C][C]205248.821130624[/C][C]15267.1788693763[/C][/ROW]
[ROW][C]103[/C][C]243060[/C][C]175388.409213685[/C][C]67671.5907863155[/C][/ROW]
[ROW][C]104[/C][C]162765[/C][C]188329.356861898[/C][C]-25564.3568618982[/C][/ROW]
[ROW][C]105[/C][C]182613[/C][C]210237.55867931[/C][C]-27624.5586793099[/C][/ROW]
[ROW][C]106[/C][C]232138[/C][C]281747.776720696[/C][C]-49609.7767206964[/C][/ROW]
[ROW][C]107[/C][C]265318[/C][C]277446.113428534[/C][C]-12128.1134285336[/C][/ROW]
[ROW][C]108[/C][C]85574[/C][C]103682.62133134[/C][C]-18108.6213313401[/C][/ROW]
[ROW][C]109[/C][C]310839[/C][C]268661.6375982[/C][C]42177.3624018005[/C][/ROW]
[ROW][C]110[/C][C]225060[/C][C]236090.87558099[/C][C]-11030.8755809901[/C][/ROW]
[ROW][C]111[/C][C]232317[/C][C]258234.172522403[/C][C]-25917.1725224029[/C][/ROW]
[ROW][C]112[/C][C]144966[/C][C]130544.740894898[/C][C]14421.2591051023[/C][/ROW]
[ROW][C]113[/C][C]43287[/C][C]80021.8547928216[/C][C]-36734.8547928216[/C][/ROW]
[ROW][C]114[/C][C]155754[/C][C]150632.933771409[/C][C]5121.06622859136[/C][/ROW]
[ROW][C]115[/C][C]164709[/C][C]196161.872435091[/C][C]-31452.8724350911[/C][/ROW]
[ROW][C]116[/C][C]201940[/C][C]227577.274417157[/C][C]-25637.2744171569[/C][/ROW]
[ROW][C]117[/C][C]235454[/C][C]278859.933628492[/C][C]-43405.9336284923[/C][/ROW]
[ROW][C]118[/C][C]220801[/C][C]122121.661457957[/C][C]98679.3385420431[/C][/ROW]
[ROW][C]119[/C][C]99466[/C][C]161126.484811872[/C][C]-61660.4848118719[/C][/ROW]
[ROW][C]120[/C][C]92661[/C][C]104215.75923634[/C][C]-11554.7592363396[/C][/ROW]
[ROW][C]121[/C][C]133328[/C][C]130069.51441082[/C][C]3258.48558918049[/C][/ROW]
[ROW][C]122[/C][C]61361[/C][C]72052.331222433[/C][C]-10691.331222433[/C][/ROW]
[ROW][C]123[/C][C]125930[/C][C]99686.4560446091[/C][C]26243.5439553909[/C][/ROW]
[ROW][C]124[/C][C]100750[/C][C]216946.470937562[/C][C]-116196.470937562[/C][/ROW]
[ROW][C]125[/C][C]224549[/C][C]177721.623717815[/C][C]46827.3762821846[/C][/ROW]
[ROW][C]126[/C][C]82316[/C][C]71534.3774291118[/C][C]10781.6225708882[/C][/ROW]
[ROW][C]127[/C][C]102010[/C][C]86818.8727277932[/C][C]15191.1272722068[/C][/ROW]
[ROW][C]128[/C][C]101523[/C][C]144749.343860475[/C][C]-43226.3438604754[/C][/ROW]
[ROW][C]129[/C][C]243511[/C][C]280540.303063343[/C][C]-37029.3030633426[/C][/ROW]
[ROW][C]130[/C][C]22938[/C][C]30694.6752490335[/C][C]-7756.67524903353[/C][/ROW]
[ROW][C]131[/C][C]41566[/C][C]35816.0551899341[/C][C]5749.94481006592[/C][/ROW]
[ROW][C]132[/C][C]152474[/C][C]218158.648972539[/C][C]-65684.648972539[/C][/ROW]
[ROW][C]133[/C][C]61857[/C][C]70216.1681080095[/C][C]-8359.16810800947[/C][/ROW]
[ROW][C]134[/C][C]99923[/C][C]121891.924756987[/C][C]-21968.9247569871[/C][/ROW]
[ROW][C]135[/C][C]132487[/C][C]175602.362330642[/C][C]-43115.3623306417[/C][/ROW]
[ROW][C]136[/C][C]317394[/C][C]237726.879748216[/C][C]79667.1202517835[/C][/ROW]
[ROW][C]137[/C][C]21054[/C][C]19618.5059492143[/C][C]1435.4940507857[/C][/ROW]
[ROW][C]138[/C][C]209641[/C][C]165483.638749335[/C][C]44157.3612506648[/C][/ROW]
[ROW][C]139[/C][C]22648[/C][C]68455.7692164559[/C][C]-45807.7692164559[/C][/ROW]
[ROW][C]140[/C][C]31414[/C][C]54939.9436774253[/C][C]-23525.9436774253[/C][/ROW]
[ROW][C]141[/C][C]46698[/C][C]57756.8107946374[/C][C]-11058.8107946374[/C][/ROW]
[ROW][C]142[/C][C]131698[/C][C]142318.199566128[/C][C]-10620.1995661277[/C][/ROW]
[ROW][C]143[/C][C]91735[/C][C]60985.6428264418[/C][C]30749.3571735582[/C][/ROW]
[ROW][C]144[/C][C]244749[/C][C]214976.462965501[/C][C]29772.537034499[/C][/ROW]
[ROW][C]145[/C][C]184510[/C][C]201355.745257694[/C][C]-16845.7452576939[/C][/ROW]
[ROW][C]146[/C][C]79863[/C][C]98084.3735092627[/C][C]-18221.3735092627[/C][/ROW]
[ROW][C]147[/C][C]128423[/C][C]154213.020019254[/C][C]-25790.0200192542[/C][/ROW]
[ROW][C]148[/C][C]97839[/C][C]122141.536650436[/C][C]-24302.536650436[/C][/ROW]
[ROW][C]149[/C][C]38214[/C][C]50605.204556729[/C][C]-12391.204556729[/C][/ROW]
[ROW][C]150[/C][C]151101[/C][C]163636.827000937[/C][C]-12535.8270009367[/C][/ROW]
[ROW][C]151[/C][C]272458[/C][C]241563.768234621[/C][C]30894.2317653787[/C][/ROW]
[ROW][C]152[/C][C]172494[/C][C]176859.061838686[/C][C]-4365.06183868617[/C][/ROW]
[ROW][C]153[/C][C]108043[/C][C]104374.440557355[/C][C]3668.55944264497[/C][/ROW]
[ROW][C]154[/C][C]328107[/C][C]275781.281405026[/C][C]52325.718594974[/C][/ROW]
[ROW][C]155[/C][C]250579[/C][C]270821.49620301[/C][C]-20242.4962030095[/C][/ROW]
[ROW][C]156[/C][C]351067[/C][C]332180.847666944[/C][C]18886.1523330556[/C][/ROW]
[ROW][C]157[/C][C]158015[/C][C]164592.672443018[/C][C]-6577.67244301767[/C][/ROW]
[ROW][C]158[/C][C]98866[/C][C]75431.7854867407[/C][C]23434.2145132593[/C][/ROW]
[ROW][C]159[/C][C]85439[/C][C]122823.992661881[/C][C]-37384.992661881[/C][/ROW]
[ROW][C]160[/C][C]229242[/C][C]177007.790664605[/C][C]52234.2093353953[/C][/ROW]
[ROW][C]161[/C][C]351619[/C][C]238651.781167086[/C][C]112967.218832914[/C][/ROW]
[ROW][C]162[/C][C]84207[/C][C]126420.136546783[/C][C]-42213.1365467831[/C][/ROW]
[ROW][C]163[/C][C]120445[/C][C]103871.364505266[/C][C]16573.6354947339[/C][/ROW]
[ROW][C]164[/C][C]324598[/C][C]261856.667201177[/C][C]62741.3327988234[/C][/ROW]
[ROW][C]165[/C][C]131069[/C][C]141523.842737004[/C][C]-10454.8427370037[/C][/ROW]
[ROW][C]166[/C][C]204271[/C][C]210690.536828666[/C][C]-6419.5368286661[/C][/ROW]
[ROW][C]167[/C][C]165543[/C][C]171518.106080821[/C][C]-5975.10608082076[/C][/ROW]
[ROW][C]168[/C][C]141722[/C][C]113157.100282119[/C][C]28564.8997178806[/C][/ROW]
[ROW][C]169[/C][C]116048[/C][C]120322.839878169[/C][C]-4274.83987816934[/C][/ROW]
[ROW][C]170[/C][C]250047[/C][C]125483.266310993[/C][C]124563.733689007[/C][/ROW]
[ROW][C]171[/C][C]299775[/C][C]211907.420157539[/C][C]87867.5798424608[/C][/ROW]
[ROW][C]172[/C][C]195838[/C][C]236169.792983501[/C][C]-40331.7929835007[/C][/ROW]
[ROW][C]173[/C][C]173260[/C][C]113224.4921346[/C][C]60035.5078654004[/C][/ROW]
[ROW][C]174[/C][C]254488[/C][C]261225.483290038[/C][C]-6737.48329003838[/C][/ROW]
[ROW][C]175[/C][C]104389[/C][C]289698.725101563[/C][C]-185309.725101563[/C][/ROW]
[ROW][C]176[/C][C]136084[/C][C]79110.8945018869[/C][C]56973.1054981131[/C][/ROW]
[ROW][C]177[/C][C]199476[/C][C]222999.243084623[/C][C]-23523.2430846228[/C][/ROW]
[ROW][C]178[/C][C]92499[/C][C]83492.6734370697[/C][C]9006.32656293032[/C][/ROW]
[ROW][C]179[/C][C]224330[/C][C]283905.075679571[/C][C]-59575.0756795712[/C][/ROW]
[ROW][C]180[/C][C]135781[/C][C]100680.701446983[/C][C]35100.2985530171[/C][/ROW]
[ROW][C]181[/C][C]74408[/C][C]73757.8373941359[/C][C]650.162605864126[/C][/ROW]
[ROW][C]182[/C][C]81240[/C][C]128814.471225617[/C][C]-47574.4712256171[/C][/ROW]
[ROW][C]183[/C][C]14688[/C][C]21590.7390024639[/C][C]-6902.73900246393[/C][/ROW]
[ROW][C]184[/C][C]181633[/C][C]146467.018963541[/C][C]35165.9810364594[/C][/ROW]
[ROW][C]185[/C][C]271856[/C][C]226434.961934658[/C][C]45421.0380653422[/C][/ROW]
[ROW][C]186[/C][C]7199[/C][C]23363.1901089245[/C][C]-16164.1901089245[/C][/ROW]
[ROW][C]187[/C][C]46660[/C][C]39702.3274659647[/C][C]6957.67253403533[/C][/ROW]
[ROW][C]188[/C][C]17547[/C][C]17972.8631993798[/C][C]-425.863199379754[/C][/ROW]
[ROW][C]189[/C][C]133368[/C][C]98053.060157763[/C][C]35314.9398422371[/C][/ROW]
[ROW][C]190[/C][C]95227[/C][C]127206.040525939[/C][C]-31979.0405259394[/C][/ROW]
[ROW][C]191[/C][C]152601[/C][C]138018.420192902[/C][C]14582.5798070984[/C][/ROW]
[ROW][C]192[/C][C]98146[/C][C]72421.2120073633[/C][C]25724.7879926367[/C][/ROW]
[ROW][C]193[/C][C]79619[/C][C]90345.6167411224[/C][C]-10726.6167411224[/C][/ROW]
[ROW][C]194[/C][C]59194[/C][C]79670.6074882121[/C][C]-20476.6074882121[/C][/ROW]
[ROW][C]195[/C][C]139942[/C][C]140691.093119173[/C][C]-749.093119173334[/C][/ROW]
[ROW][C]196[/C][C]118612[/C][C]109450.517514454[/C][C]9161.48248554626[/C][/ROW]
[ROW][C]197[/C][C]72880[/C][C]73668.5135372968[/C][C]-788.513537296818[/C][/ROW]
[ROW][C]198[/C][C]65475[/C][C]82461.4964484811[/C][C]-16986.4964484811[/C][/ROW]
[ROW][C]199[/C][C]99643[/C][C]103712.464835425[/C][C]-4069.46483542542[/C][/ROW]
[ROW][C]200[/C][C]71965[/C][C]95628.8785841665[/C][C]-23663.8785841665[/C][/ROW]
[ROW][C]201[/C][C]77272[/C][C]77684.5223014514[/C][C]-412.522301451369[/C][/ROW]
[ROW][C]202[/C][C]49289[/C][C]78563.3842376623[/C][C]-29274.3842376623[/C][/ROW]
[ROW][C]203[/C][C]135131[/C][C]97913.2765836813[/C][C]37217.7234163187[/C][/ROW]
[ROW][C]204[/C][C]108446[/C][C]87778.0774025852[/C][C]20667.9225974148[/C][/ROW]
[ROW][C]205[/C][C]89746[/C][C]88218.894634891[/C][C]1527.10536510905[/C][/ROW]
[ROW][C]206[/C][C]44296[/C][C]68822.5715644454[/C][C]-24526.5715644454[/C][/ROW]
[ROW][C]207[/C][C]77648[/C][C]86786.7586866375[/C][C]-9138.75868663755[/C][/ROW]
[ROW][C]208[/C][C]181528[/C][C]95331.2568143866[/C][C]86196.7431856134[/C][/ROW]
[ROW][C]209[/C][C]134019[/C][C]94423.4631837642[/C][C]39595.5368162358[/C][/ROW]
[ROW][C]210[/C][C]124064[/C][C]111794.463448199[/C][C]12269.536551801[/C][/ROW]
[ROW][C]211[/C][C]92630[/C][C]66948.6929634632[/C][C]25681.3070365368[/C][/ROW]
[ROW][C]212[/C][C]121848[/C][C]99002.2041358481[/C][C]22845.7958641519[/C][/ROW]
[ROW][C]213[/C][C]52915[/C][C]78748.2626667926[/C][C]-25833.2626667926[/C][/ROW]
[ROW][C]214[/C][C]81872[/C][C]90465.9318925833[/C][C]-8593.93189258329[/C][/ROW]
[ROW][C]215[/C][C]58981[/C][C]71811.0830544511[/C][C]-12830.0830544511[/C][/ROW]
[ROW][C]216[/C][C]53515[/C][C]64400.3414535273[/C][C]-10885.3414535273[/C][/ROW]
[ROW][C]217[/C][C]60812[/C][C]76219.7749443468[/C][C]-15407.7749443468[/C][/ROW]
[ROW][C]218[/C][C]56375[/C][C]65032.7299340362[/C][C]-8657.72993403617[/C][/ROW]
[ROW][C]219[/C][C]65490[/C][C]81192.7886062626[/C][C]-15702.7886062626[/C][/ROW]
[ROW][C]220[/C][C]80949[/C][C]62757.9397748767[/C][C]18191.0602251233[/C][/ROW]
[ROW][C]221[/C][C]76302[/C][C]95286.5976841857[/C][C]-18984.5976841858[/C][/ROW]
[ROW][C]222[/C][C]104011[/C][C]106593.319930985[/C][C]-2582.31993098528[/C][/ROW]
[ROW][C]223[/C][C]98104[/C][C]117745.658436269[/C][C]-19641.6584362694[/C][/ROW]
[ROW][C]224[/C][C]67989[/C][C]85909.245257751[/C][C]-17920.245257751[/C][/ROW]
[ROW][C]225[/C][C]30989[/C][C]52180.514684639[/C][C]-21191.514684639[/C][/ROW]
[ROW][C]226[/C][C]135458[/C][C]92776.5426866449[/C][C]42681.4573133551[/C][/ROW]
[ROW][C]227[/C][C]73504[/C][C]66924.8624283512[/C][C]6579.13757164879[/C][/ROW]
[ROW][C]228[/C][C]63123[/C][C]98792.1218606577[/C][C]-35669.1218606577[/C][/ROW]
[ROW][C]229[/C][C]61254[/C][C]85936.8526461153[/C][C]-24682.8526461153[/C][/ROW]
[ROW][C]230[/C][C]74914[/C][C]120820.048946657[/C][C]-45906.0489466568[/C][/ROW]
[ROW][C]231[/C][C]31774[/C][C]46437.0121702815[/C][C]-14663.0121702815[/C][/ROW]
[ROW][C]232[/C][C]81437[/C][C]92911.7310857808[/C][C]-11474.7310857808[/C][/ROW]
[ROW][C]233[/C][C]87186[/C][C]93207.3491716832[/C][C]-6021.3491716832[/C][/ROW]
[ROW][C]234[/C][C]50090[/C][C]71293.8303940987[/C][C]-21203.8303940987[/C][/ROW]
[ROW][C]235[/C][C]65745[/C][C]96329.4321251584[/C][C]-30584.4321251584[/C][/ROW]
[ROW][C]236[/C][C]56653[/C][C]100825.966229258[/C][C]-44172.9662292576[/C][/ROW]
[ROW][C]237[/C][C]158399[/C][C]85596.6951666884[/C][C]72802.3048333116[/C][/ROW]
[ROW][C]238[/C][C]46455[/C][C]74437.2641139821[/C][C]-27982.2641139821[/C][/ROW]
[ROW][C]239[/C][C]73624[/C][C]86733.0588710137[/C][C]-13109.0588710137[/C][/ROW]
[ROW][C]240[/C][C]38395[/C][C]67698.8869272016[/C][C]-29303.8869272017[/C][/ROW]
[ROW][C]241[/C][C]91899[/C][C]76041.7783859336[/C][C]15857.2216140663[/C][/ROW]
[ROW][C]242[/C][C]139526[/C][C]102508.17862072[/C][C]37017.8213792803[/C][/ROW]
[ROW][C]243[/C][C]52164[/C][C]86199.7567179939[/C][C]-34035.7567179939[/C][/ROW]
[ROW][C]244[/C][C]51567[/C][C]74403.9920622179[/C][C]-22836.9920622179[/C][/ROW]
[ROW][C]245[/C][C]70551[/C][C]79212.3716036563[/C][C]-8661.37160365628[/C][/ROW]
[ROW][C]246[/C][C]84856[/C][C]93931.3157573231[/C][C]-9075.3157573231[/C][/ROW]
[ROW][C]247[/C][C]102538[/C][C]116192.297944756[/C][C]-13654.2979447556[/C][/ROW]
[ROW][C]248[/C][C]86678[/C][C]66209.2384436509[/C][C]20468.7615563491[/C][/ROW]
[ROW][C]249[/C][C]85709[/C][C]70261.2831430473[/C][C]15447.7168569527[/C][/ROW]
[ROW][C]250[/C][C]34662[/C][C]59849.8286450115[/C][C]-25187.8286450115[/C][/ROW]
[ROW][C]251[/C][C]150580[/C][C]102114.833406994[/C][C]48465.1665930063[/C][/ROW]
[ROW][C]252[/C][C]99611[/C][C]116223.675487055[/C][C]-16612.6754870549[/C][/ROW]
[ROW][C]253[/C][C]19349[/C][C]32883.2249437577[/C][C]-13534.2249437577[/C][/ROW]
[ROW][C]254[/C][C]99373[/C][C]71239.9415268307[/C][C]28133.0584731692[/C][/ROW]
[ROW][C]255[/C][C]86230[/C][C]76071.4424561004[/C][C]10158.5575438996[/C][/ROW]
[ROW][C]256[/C][C]30837[/C][C]31866.2711504593[/C][C]-1029.27115045931[/C][/ROW]
[ROW][C]257[/C][C]31706[/C][C]71877.140010356[/C][C]-40171.140010356[/C][/ROW]
[ROW][C]258[/C][C]89806[/C][C]84750.287933351[/C][C]5055.71206664897[/C][/ROW]
[ROW][C]259[/C][C]62088[/C][C]63531.3633280564[/C][C]-1443.36332805636[/C][/ROW]
[ROW][C]260[/C][C]40151[/C][C]54040.6291737309[/C][C]-13889.6291737309[/C][/ROW]
[ROW][C]261[/C][C]27634[/C][C]47606.1348722436[/C][C]-19972.1348722436[/C][/ROW]
[ROW][C]262[/C][C]76990[/C][C]102251.41190639[/C][C]-25261.4119063899[/C][/ROW]
[ROW][C]263[/C][C]37460[/C][C]34283.4237368221[/C][C]3176.57626317786[/C][/ROW]
[ROW][C]264[/C][C]54157[/C][C]90886.8788982363[/C][C]-36729.8788982363[/C][/ROW]
[ROW][C]265[/C][C]49862[/C][C]72916.6783065371[/C][C]-23054.6783065371[/C][/ROW]
[ROW][C]266[/C][C]84337[/C][C]92521.2654991852[/C][C]-8184.26549918515[/C][/ROW]
[ROW][C]267[/C][C]64175[/C][C]97416.9828456223[/C][C]-33241.9828456223[/C][/ROW]
[ROW][C]268[/C][C]59382[/C][C]79297.3352936095[/C][C]-19915.3352936095[/C][/ROW]
[ROW][C]269[/C][C]119308[/C][C]88852.8070636192[/C][C]30455.1929363808[/C][/ROW]
[ROW][C]270[/C][C]76702[/C][C]110941.620631256[/C][C]-34239.620631256[/C][/ROW]
[ROW][C]271[/C][C]103425[/C][C]77709.3379542287[/C][C]25715.6620457713[/C][/ROW]
[ROW][C]272[/C][C]70344[/C][C]77069.7901592817[/C][C]-6725.79015928166[/C][/ROW]
[ROW][C]273[/C][C]43410[/C][C]25570.9301802018[/C][C]17839.0698197982[/C][/ROW]
[ROW][C]274[/C][C]104838[/C][C]107040.873520905[/C][C]-2202.87352090527[/C][/ROW]
[ROW][C]275[/C][C]62215[/C][C]67446.9948789569[/C][C]-5231.9948789569[/C][/ROW]
[ROW][C]276[/C][C]69304[/C][C]103025.94543808[/C][C]-33721.9454380796[/C][/ROW]
[ROW][C]277[/C][C]53117[/C][C]51905.2672133058[/C][C]1211.73278669423[/C][/ROW]
[ROW][C]278[/C][C]19764[/C][C]31922.1515359274[/C][C]-12158.1515359274[/C][/ROW]
[ROW][C]279[/C][C]86680[/C][C]90476.2064445581[/C][C]-3796.20644455809[/C][/ROW]
[ROW][C]280[/C][C]84105[/C][C]72023.0497491118[/C][C]12081.9502508882[/C][/ROW]
[ROW][C]281[/C][C]77945[/C][C]90188.1196794111[/C][C]-12243.1196794111[/C][/ROW]
[ROW][C]282[/C][C]89113[/C][C]92715.5868900394[/C][C]-3602.5868900394[/C][/ROW]
[ROW][C]283[/C][C]91005[/C][C]79740.7374477434[/C][C]11264.2625522566[/C][/ROW]
[ROW][C]284[/C][C]40248[/C][C]33056.5565399883[/C][C]7191.44346001174[/C][/ROW]
[ROW][C]285[/C][C]64187[/C][C]62251.9704849082[/C][C]1935.02951509179[/C][/ROW]
[ROW][C]286[/C][C]50857[/C][C]81494.0769520021[/C][C]-30637.0769520021[/C][/ROW]
[ROW][C]287[/C][C]56613[/C][C]56264.9332368748[/C][C]348.066763125204[/C][/ROW]
[ROW][C]288[/C][C]62792[/C][C]85234.4596692661[/C][C]-22442.4596692661[/C][/ROW]
[ROW][C]289[/C][C]72535[/C][C]70052.6798324632[/C][C]2482.32016753681[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156255&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156255&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 IndexActualsInterpolationForecastResidualsPrediction Error
1210907201447.4488260169459.55117398421
2120982163300.422674019-42318.4226740185
3176508182699.839096785-6191.83909678481
4179321230502.441912493-51181.4419124933
5123185124609.776909096-1424.77690909616
65274686963.2190010765-34217.2190010765
7385534243420.50123533142113.49876467
83317056481.3377698926-23311.3377698926
910164563711.19724664437933.802753356
10149061154513.257110923-5452.25711092342
11165446160243.9179135935202.08208640725
12237213196902.34891179340310.6510882074
13173326218828.314666807-45502.3146668069
14133131140476.858935928-7345.85893592772
15258873235731.01627429623141.9837257037
16180083167878.71526330812204.2847366919
17324799316705.4337486618093.56625133897
18230964236068.05047361-5104.05047361021
19236785196802.49434212739982.505657873
20135473187650.468972606-52177.4689726059
21202925254369.030116004-51444.0301160035
22215147232293.359534597-17146.3595345971
23344297185563.047101275158733.952898725
24153935141456.25941500512478.7405849951
25132943216361.082884364-83418.0828843642
26174724242572.809083121-67848.8090831215
27174415185063.995548445-10648.9955484447
28225548195227.65677828930320.3432217114
29223632221489.1911685672142.80883143276
30124817124722.23771012194.7622898789861
31221698223480.887048-1782.88704800026
32210767229516.304102999-18749.3041029992
33170266167950.5135812812315.48641871852
34260561256247.7627308124313.23726918754
3584853135020.401892564-50167.401892564
36294424234790.95042320459633.0495767956
3710101182717.812382142118293.1876178579
38215641174261.1555097541379.84449025
39325107205209.447587732119897.552412268
40717615243.824685622-8067.82468562196
41167542153257.1585485514284.8414514503
4210640889275.110720985917132.8892790141
4396560101841.929308453-5281.92930845321
44265769213379.44974432152389.550255679
45269651216343.17343365953307.8265663412
46149112164183.180727889-15071.1807278891
47175824130867.42609353944956.5739064613
48152871162580.615538476-9709.61553847647
49111665128143.382483076-16478.3824830758
50116408150220.385885375-33812.3858853746
51362301200681.138630859161619.861369141
527880096383.4695540146-17583.4695540147
53183167219962.718698065-36795.7186980651
54277965268959.415471619005.58452838953
55150629198127.832707684-47498.8327076836
56168809179181.696653354-10372.6966533538
572418833249.6583056509-9061.65830565086
58329267218738.857434278110528.142565722
596502983157.1010425938-18128.1010425938
6010109786068.13483759715028.865162403
61218946184164.98838799934781.0116120011
62244052263468.58746077-19416.5874607698
63341570204540.28885062137029.71114938
6410359783152.809690142320444.1903098578
65233328216045.93376019117282.0662398092
66256462258116.782954488-1654.78295448813
67206161178357.07128763827803.9287123622
68311473279432.97111064932040.0288893507
69235800232959.9784353062840.0215646936
70177939159559.15137555518379.8486244448
71207176168949.14844772238226.8515522778
72196553149557.75062341246995.2493765879
73174184162751.75855055111432.241449449
74143246180209.179686142-36963.1796861424
75187559192701.915677739-5142.9156777394
76187681230694.305318047-43013.3053180468
77119016220966.608409562-101950.608409562
78182192200773.697360098-18581.6973600977
797356689383.4580283285-15817.4580283285
80194979189657.3134677525321.68653224779
81167488175526.56928286-8038.56928285969
82143756221904.443110759-78148.4431107592
83275541241930.94017105433610.0598289464
84243199201838.70903356141360.2909664389
85182999245021.465489435-62022.4654894353
86135649205265.458430482-69616.4584304818
87152299167824.925480458-15525.9254804582
88120221131290.612263398-11069.6122633982
89346485258050.83627587688434.1637241241
90145790110022.07093610135767.9290638993
91193339223875.897229491-30536.8972294912
9280953106744.944070466-25791.9440704661
9312277490922.082770958331851.9172290417
94130585179441.823703275-48856.8237032746
95112611113170.698830995-559.698830995172
96286468165798.261208632120669.738791368
97241066206283.55696583134782.4430341688
98148446283701.323334328-135255.323334328
99204713166991.83667424637721.1633257538
100182079254825.884675299-72746.8846752992
101140344116661.71010096623682.2898990344
102220516205248.82113062415267.1788693763
103243060175388.40921368567671.5907863155
104162765188329.356861898-25564.3568618982
105182613210237.55867931-27624.5586793099
106232138281747.776720696-49609.7767206964
107265318277446.113428534-12128.1134285336
10885574103682.62133134-18108.6213313401
109310839268661.637598242177.3624018005
110225060236090.87558099-11030.8755809901
111232317258234.172522403-25917.1725224029
112144966130544.74089489814421.2591051023
1134328780021.8547928216-36734.8547928216
114155754150632.9337714095121.06622859136
115164709196161.872435091-31452.8724350911
116201940227577.274417157-25637.2744171569
117235454278859.933628492-43405.9336284923
118220801122121.66145795798679.3385420431
11999466161126.484811872-61660.4848118719
12092661104215.75923634-11554.7592363396
121133328130069.514410823258.48558918049
1226136172052.331222433-10691.331222433
12312593099686.456044609126243.5439553909
124100750216946.470937562-116196.470937562
125224549177721.62371781546827.3762821846
1268231671534.377429111810781.6225708882
12710201086818.872727793215191.1272722068
128101523144749.343860475-43226.3438604754
129243511280540.303063343-37029.3030633426
1302293830694.6752490335-7756.67524903353
1314156635816.05518993415749.94481006592
132152474218158.648972539-65684.648972539
1336185770216.1681080095-8359.16810800947
13499923121891.924756987-21968.9247569871
135132487175602.362330642-43115.3623306417
136317394237726.87974821679667.1202517835
1372105419618.50594921431435.4940507857
138209641165483.63874933544157.3612506648
1392264868455.7692164559-45807.7692164559
1403141454939.9436774253-23525.9436774253
1414669857756.8107946374-11058.8107946374
142131698142318.199566128-10620.1995661277
1439173560985.642826441830749.3571735582
144244749214976.46296550129772.537034499
145184510201355.745257694-16845.7452576939
1467986398084.3735092627-18221.3735092627
147128423154213.020019254-25790.0200192542
14897839122141.536650436-24302.536650436
1493821450605.204556729-12391.204556729
150151101163636.827000937-12535.8270009367
151272458241563.76823462130894.2317653787
152172494176859.061838686-4365.06183868617
153108043104374.4405573553668.55944264497
154328107275781.28140502652325.718594974
155250579270821.49620301-20242.4962030095
156351067332180.84766694418886.1523330556
157158015164592.672443018-6577.67244301767
1589886675431.785486740723434.2145132593
15985439122823.992661881-37384.992661881
160229242177007.79066460552234.2093353953
161351619238651.781167086112967.218832914
16284207126420.136546783-42213.1365467831
163120445103871.36450526616573.6354947339
164324598261856.66720117762741.3327988234
165131069141523.842737004-10454.8427370037
166204271210690.536828666-6419.5368286661
167165543171518.106080821-5975.10608082076
168141722113157.10028211928564.8997178806
169116048120322.839878169-4274.83987816934
170250047125483.266310993124563.733689007
171299775211907.42015753987867.5798424608
172195838236169.792983501-40331.7929835007
173173260113224.492134660035.5078654004
174254488261225.483290038-6737.48329003838
175104389289698.725101563-185309.725101563
17613608479110.894501886956973.1054981131
177199476222999.243084623-23523.2430846228
1789249983492.67343706979006.32656293032
179224330283905.075679571-59575.0756795712
180135781100680.70144698335100.2985530171
1817440873757.8373941359650.162605864126
18281240128814.471225617-47574.4712256171
1831468821590.7390024639-6902.73900246393
184181633146467.01896354135165.9810364594
185271856226434.96193465845421.0380653422
186719923363.1901089245-16164.1901089245
1874666039702.32746596476957.67253403533
1881754717972.8631993798-425.863199379754
18913336898053.06015776335314.9398422371
19095227127206.040525939-31979.0405259394
191152601138018.42019290214582.5798070984
1929814672421.212007363325724.7879926367
1937961990345.6167411224-10726.6167411224
1945919479670.6074882121-20476.6074882121
195139942140691.093119173-749.093119173334
196118612109450.5175144549161.48248554626
1977288073668.5135372968-788.513537296818
1986547582461.4964484811-16986.4964484811
19999643103712.464835425-4069.46483542542
2007196595628.8785841665-23663.8785841665
2017727277684.5223014514-412.522301451369
2024928978563.3842376623-29274.3842376623
20313513197913.276583681337217.7234163187
20410844687778.077402585220667.9225974148
2058974688218.8946348911527.10536510905
2064429668822.5715644454-24526.5715644454
2077764886786.7586866375-9138.75868663755
20818152895331.256814386686196.7431856134
20913401994423.463183764239595.5368162358
210124064111794.46344819912269.536551801
2119263066948.692963463225681.3070365368
21212184899002.204135848122845.7958641519
2135291578748.2626667926-25833.2626667926
2148187290465.9318925833-8593.93189258329
2155898171811.0830544511-12830.0830544511
2165351564400.3414535273-10885.3414535273
2176081276219.7749443468-15407.7749443468
2185637565032.7299340362-8657.72993403617
2196549081192.7886062626-15702.7886062626
2208094962757.939774876718191.0602251233
2217630295286.5976841857-18984.5976841858
222104011106593.319930985-2582.31993098528
22398104117745.658436269-19641.6584362694
2246798985909.245257751-17920.245257751
2253098952180.514684639-21191.514684639
22613545892776.542686644942681.4573133551
2277350466924.86242835126579.13757164879
2286312398792.1218606577-35669.1218606577
2296125485936.8526461153-24682.8526461153
23074914120820.048946657-45906.0489466568
2313177446437.0121702815-14663.0121702815
2328143792911.7310857808-11474.7310857808
2338718693207.3491716832-6021.3491716832
2345009071293.8303940987-21203.8303940987
2356574596329.4321251584-30584.4321251584
23656653100825.966229258-44172.9662292576
23715839985596.695166688472802.3048333116
2384645574437.2641139821-27982.2641139821
2397362486733.0588710137-13109.0588710137
2403839567698.8869272016-29303.8869272017
2419189976041.778385933615857.2216140663
242139526102508.1786207237017.8213792803
2435216486199.7567179939-34035.7567179939
2445156774403.9920622179-22836.9920622179
2457055179212.3716036563-8661.37160365628
2468485693931.3157573231-9075.3157573231
247102538116192.297944756-13654.2979447556
2488667866209.238443650920468.7615563491
2498570970261.283143047315447.7168569527
2503466259849.8286450115-25187.8286450115
251150580102114.83340699448465.1665930063
25299611116223.675487055-16612.6754870549
2531934932883.2249437577-13534.2249437577
2549937371239.941526830728133.0584731692
2558623076071.442456100410158.5575438996
2563083731866.2711504593-1029.27115045931
2573170671877.140010356-40171.140010356
2588980684750.2879333515055.71206664897
2596208863531.3633280564-1443.36332805636
2604015154040.6291737309-13889.6291737309
2612763447606.1348722436-19972.1348722436
26276990102251.41190639-25261.4119063899
2633746034283.42373682213176.57626317786
2645415790886.8788982363-36729.8788982363
2654986272916.6783065371-23054.6783065371
2668433792521.2654991852-8184.26549918515
2676417597416.9828456223-33241.9828456223
2685938279297.3352936095-19915.3352936095
26911930888852.807063619230455.1929363808
27076702110941.620631256-34239.620631256
27110342577709.337954228725715.6620457713
2727034477069.7901592817-6725.79015928166
2734341025570.930180201817839.0698197982
274104838107040.873520905-2202.87352090527
2756221567446.9948789569-5231.9948789569
27669304103025.94543808-33721.9454380796
2775311751905.26721330581211.73278669423
2781976431922.1515359274-12158.1515359274
2798668090476.2064445581-3796.20644455809
2808410572023.049749111812081.9502508882
2817794590188.1196794111-12243.1196794111
2828911392715.5868900394-3602.5868900394
2839100579740.737447743411264.2625522566
2844024833056.55653998837191.44346001174
2856418762251.97048490821935.02951509179
2865085781494.0769520021-30637.0769520021
2875661356264.9332368748348.066763125204
2886279285234.4596692661-22442.4596692661
2897253570052.67983246322482.32016753681







Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
70.963327294949550.07334541010090010.0366727050504501
80.9257278718093110.1485442563813780.0742721281906888
90.8768804216105590.2462391567788810.123119578389441
100.8200440941594070.3599118116811870.179955905840593
110.7383029616453960.5233940767092070.261697038354604
120.8112905141448760.3774189717102490.188709485855124
130.7594717167886730.4810565664226540.240528283211327
140.6868834633467380.6262330733065230.313116536653262
150.620081660266080.759836679467840.37991833973392
160.5574093087869630.8851813824260740.442590691213037
170.4975217038845390.9950434077690770.502478296115461
180.4600968266524660.9201936533049320.539903173347534
190.4376140686085450.8752281372170890.562385931391455
200.612053406771480.775893186457040.38794659322852
210.6763611645409590.6472776709180820.323638835459041
220.6224309468283390.7551381063433230.377569053171661
230.9700738786147570.05985224277048560.0299261213852428
240.9581349330267860.08373013394642860.0418650669732143
250.9710654300221950.05786913995561030.0289345699778052
260.9904115224052270.01917695518954540.00958847759477271
270.9861806974085970.02763860518280550.0138193025914027
280.9827730935470080.03445381290598350.0172269064529917
290.9761683969191160.04766320616176880.0238316030808844
300.9675974782796420.06480504344071680.0324025217203584
310.9570187269243380.08596254615132390.0429812730756619
320.9441225344322650.1117549311354690.0558774655677346
330.9387014419795250.1225971160409510.0612985580204755
340.922338355504210.1553232889915790.0776616444957897
350.919341296166350.1613174076672990.0806587038336496
360.9272756436790660.1454487126418670.0727243563209337
370.9087922202359250.182415559528150.0912077797640751
380.9046413027178890.1907173945642210.0953586972821107
390.9805305419886440.03893891602271120.0194694580113556
400.977520857102780.04495828579443990.02247914289722
410.9707514236099740.0584971527800520.029248576390026
420.962226178988650.07554764202270060.0377738210113503
430.9535637455238040.09287250895239170.0464362544761958
440.9528895152924720.09422096941505510.0471104847075275
450.9493446724478090.1013106551043820.0506553275521909
460.936997072360070.126005855279860.0630029276399298
470.9299415605036360.1401168789927280.070058439496364
480.914287699481440.171424601037120.0857123005185601
490.8971647607724370.2056704784551250.102835239227563
500.8797055793766480.2405888412467040.120294420623352
510.9940340652235080.01193186955298460.00596593477649228
520.9921492897966910.01570142040661790.00785071020330896
530.9916068228895130.01678635422097340.00839317711048669
540.9889502946426250.02209941071475070.0110497053573754
550.9902235773224040.01955284535519140.0097764226775957
560.9877638051840330.02447238963193330.0122361948159666
570.9849806073024480.03003878539510360.0150193926975518
580.996442668064460.007114663871079640.00355733193553982
590.9954114781084320.009177043783136040.00458852189156802
600.9939691570525860.01206168589482840.00603084294741422
610.9928775573225930.0142448853548140.007122442677407
620.9914190227999880.01716195440002460.0085809772000123
630.9984558538223710.003088292355258030.00154414617762901
640.9979858515430750.004028296913849560.00201414845692478
650.9974259153052960.005148169389408950.00257408469470448
660.9968412083071280.006317583385743410.0031587916928717
670.9960796411440770.007840717711846040.00392035885592302
680.9952935692800230.009412861439953760.00470643071997688
690.9949849826628940.01003003467421210.00501501733710606
700.9939767402882230.01204651942355350.00602325971177673
710.9935483270220610.01290334595587830.00645167297793916
720.9936621210021680.01267575799566320.00633787899783158
730.9918799303092740.01624013938145120.00812006969072562
740.9922838828936930.01543223421261350.00771611710630676
750.9900850336976340.01982993260473240.00991496630236622
760.9920043701220130.01599125975597490.00799562987798743
770.9983734176393510.003253164721298920.00162658236064946
780.9979052613927330.004189477214534570.00209473860726728
790.9972958057453320.005408388509336710.00270419425466836
800.9964460477163620.007107904567276010.00355395228363801
810.9954686000893730.009062799821254230.00453139991062711
820.9975265651246830.004946869750634270.00247343487531714
830.9971924835114050.005615032977190420.00280751648859521
840.9969937233477410.006012553304517880.00300627665225894
850.9982258015597820.00354839688043620.0017741984402181
860.9989451295344120.002109740931177060.00105487046558853
870.9986283358757530.002743328248494830.00137166412424741
880.9982162680177690.003567463964461560.00178373198223078
890.9992817277260590.001436544547882730.000718272273941367
900.9992102483869820.001579503226035780.000789751613017892
910.9990926343519920.001814731296015270.000907365648007635
920.9989593751450950.002081249709809470.00104062485490474
930.9988095358271410.002380928345718890.00119046417285944
940.9989193084979150.002161383004170360.00108069150208518
950.998556783609240.002886432781519340.00144321639075967
960.9998211477740530.0003577044518945120.000178852225947256
970.9998046537308830.0003906925382332410.00019534626911662
980.9999917555477061.6488904587919e-058.24445229395948e-06
990.9999910736659731.78526680532177e-058.92633402660884e-06
1000.9999955578948238.88421035309541e-064.4421051765477e-06
1010.999994078548051.18429038993933e-055.92145194969667e-06
1020.9999917383938641.65232122713523e-058.26160613567613e-06
1030.9999953785159029.24296819576573e-064.62148409788287e-06
1040.9999941226200271.17547599455421e-055.87737997277106e-06
1050.999992645981551.47080368996064e-057.35401844980321e-06
1060.9999933552581941.32894836114861e-056.64474180574303e-06
1070.9999903811917081.92376165839932e-059.61880829199659e-06
1080.9999871016347972.57967304050393e-051.28983652025196e-05
1090.9999872223394562.55553210875035e-051.27776605437517e-05
1100.9999817377565233.65244869549497e-051.82622434774748e-05
1110.9999764845799664.7030840068385e-052.35154200341925e-05
1120.9999677175550726.45648898569748e-053.22824449284874e-05
1130.999965980146796.80397064192078e-053.40198532096039e-05
1140.99995172587779.65482446005548e-054.82741223002774e-05
1150.99994293768760.0001141246248001385.70623124000689e-05
1160.9999280649069970.000143870186006477.19350930032348e-05
1170.9999276550662040.0001446898675916887.2344933795844e-05
1180.999984336686243.13266275206973e-051.56633137603486e-05
1190.9999907463756021.85072487967977e-059.25362439839886e-06
1200.9999870652740052.58694519900409e-051.29347259950204e-05
1210.999981337748693.7324502620385e-051.86622513101925e-05
1220.9999741893492295.16213015422913e-052.58106507711456e-05
1230.9999675292464936.49415070134378e-053.24707535067189e-05
1240.9999981179107953.76417840935437e-061.88208920467719e-06
1250.9999981644692633.6710614737023e-061.83553073685115e-06
1260.9999972983012665.40339746756391e-062.70169873378195e-06
1270.999996089563257.82087349974056e-063.91043674987028e-06
1280.9999963715565657.2568868698501e-063.62844343492505e-06
1290.9999959359197218.12816055879389e-064.06408027939695e-06
1300.9999941973866841.16052266316975e-055.80261331584876e-06
1310.9999915403619231.69192761547586e-058.45963807737932e-06
1320.9999953141693839.37166123299e-064.685830616495e-06
1330.9999932705510951.34588978096956e-056.72944890484781e-06
1340.9999910938307261.7812338546963e-058.90616927348151e-06
1350.999991010602041.79787959201393e-058.98939796006967e-06
1360.9999966821694046.63566119268661e-063.31783059634331e-06
1370.99999508592899.82814220015187e-064.91407110007593e-06
1380.9999950944976959.81100461036743e-064.90550230518372e-06
1390.9999957917834078.41643318514027e-064.20821659257014e-06
1400.9999946044189851.07911620300443e-055.39558101502213e-06
1410.9999922689185291.54621629418744e-057.73108147093719e-06
1420.9999890657501552.18684996903979e-051.09342498451989e-05
1430.9999874257860942.51484278127344e-051.25742139063672e-05
1440.9999851891193832.96217612342497e-051.48108806171249e-05
1450.9999798750647524.02498704956065e-052.01249352478032e-05
1460.9999727804891815.44390216374491e-052.72195108187246e-05
1470.9999663485733076.73028533863127e-053.36514266931564e-05
1480.9999602954911777.94090176449523e-053.97045088224761e-05
1490.9999453433878650.0001093132242695975.46566121347983e-05
1500.9999255525774540.0001488948450921387.44474225460689e-05
1510.9999164815689680.0001670368620643968.35184310321978e-05
1520.9998829452717630.0002341094564747910.000117054728237395
1530.9998371737818970.000325652436205920.00016282621810296
1540.9998808479524430.0002383040951142570.000119152047557129
1550.9998417333698770.0003165332602453150.000158266630122657
1560.9997894892641690.0004210214716618550.000210510735830928
1570.9997111239686050.0005777520627901430.000288876031395072
1580.9996440140622240.000711971875552930.000355985937776465
1590.9996270089821270.0007459820357459470.000372991017872973
1600.9996886480748890.0006227038502226420.000311351925111321
1610.999977116975084.5766049840453e-052.28830249202265e-05
1620.9999817960523323.64078953356399e-051.82039476678199e-05
1630.9999748754416565.02491166879775e-052.51245583439887e-05
1640.9999890515246412.18969507186559e-051.09484753593279e-05
1650.9999840322553593.19354892823138e-051.59677446411569e-05
1660.9999776024774694.4795045061725e-052.23975225308625e-05
1670.9999683932339756.3213532049293e-053.16067660246465e-05
1680.9999611506700477.76986599058061e-053.8849329952903e-05
1690.9999445013829520.0001109972340965285.54986170482641e-05
1700.9999987465163472.50696730513774e-061.25348365256887e-06
1710.9999999526993799.46012411881957e-084.73006205940978e-08
1720.9999999334463221.33107356021673e-076.65536780108367e-08
1730.99999997826854.3463000738633e-082.17315003693165e-08
1740.9999999754566324.90867365563389e-082.45433682781694e-08
1750.9999999999995828.36773942978008e-134.18386971489004e-13
1760.9999999999998882.23706231533717e-131.11853115766859e-13
1770.999999999999813.80487893368631e-131.90243946684315e-13
1780.9999999999996536.93434897732659e-133.4671744886633e-13
1790.9999999999999381.23982529073909e-136.19912645369547e-14
1800.9999999999999431.14111334689007e-135.70556673445036e-14
1810.9999999999998832.33070753030257e-131.16535376515128e-13
1820.9999999999999558.93727754700695e-144.46863877350347e-14
1830.9999999999999091.81294913253834e-139.06474566269169e-14
1840.9999999999999121.75091147568104e-138.75455737840522e-14
1850.9999999999999627.55964968191921e-143.7798248409596e-14
1860.9999999999999371.25809070121539e-136.29045350607695e-14
1870.9999999999998742.52953951056958e-131.26476975528479e-13
1880.999999999999745.19572724299373e-132.59786362149687e-13
1890.9999999999998023.95938097861318e-131.97969048930659e-13
1900.9999999999996916.1749878527936e-133.0874939263968e-13
1910.9999999999994691.06210464999024e-125.3105232499512e-13
1920.9999999999993991.20149890916272e-126.00749454581358e-13
1930.9999999999988222.35553146303364e-121.17776573151682e-12
1940.999999999997924.16058744647731e-122.08029372323866e-12
1950.9999999999958118.37863237131535e-124.18931618565767e-12
1960.9999999999924581.50832024502687e-117.54160122513436e-12
1970.9999999999852492.95023379693936e-111.47511689846968e-11
1980.9999999999787214.25583502095454e-112.12791751047727e-11
1990.9999999999584088.31843424704397e-114.15921712352199e-11
2000.9999999999419691.16062847760138e-105.80314238800692e-11
2010.9999999998875962.24808516423651e-101.12404258211826e-10
2020.999999999823373.532602669649e-101.7663013348245e-10
2030.9999999998762562.47487923997679e-101.2374396199884e-10
2040.999999999817143.65720605143025e-101.82860302571513e-10
2050.999999999660266.79480524527535e-103.39740262263768e-10
2060.9999999994743811.05123867886282e-095.25619339431412e-10
2070.9999999990013461.99730847431772e-099.98654237158862e-10
2080.9999999999908281.83433221428792e-119.17166107143962e-12
2090.9999999999965626.87556276302458e-123.43778138151229e-12
2100.9999999999959348.13095510434563e-124.06547755217282e-12
2110.9999999999959058.19054473463582e-124.09527236731791e-12
2120.9999999999965886.8231096204718e-123.4115548102359e-12
2130.9999999999945111.09784837330751e-115.48924186653756e-12
2140.9999999999883222.33551285765462e-111.16775642882731e-11
2150.9999999999791664.16689672331889e-112.08344836165945e-11
2160.9999999999579158.41690817494393e-114.20845408747197e-11
2170.9999999999162021.67595897969534e-108.37979489847668e-11
2180.9999999998408183.18363598695478e-101.59181799347739e-10
2190.9999999996827616.34477818980884e-103.17238909490442e-10
2200.9999999995263449.47312388453012e-104.73656194226506e-10
2210.9999999990991381.80172313992786e-099.00861569963929e-10
2220.999999998166663.66668044327171e-091.83334022163585e-09
2230.9999999964125267.17494793304286e-093.58747396652143e-09
2240.9999999935681761.28636474756275e-086.43182373781375e-09
2250.9999999900011581.99976846382303e-089.99884231911516e-09
2260.9999999986569142.68617188688919e-091.34308594344459e-09
2270.9999999974949445.01011209389981e-092.5050560469499e-09
2280.9999999967995966.40080801249479e-093.2004040062474e-09
2290.9999999937862821.24274356725926e-086.21371783629628e-09
2300.9999999971128465.77430832739599e-092.887154163698e-09
2310.9999999954324939.1350143251171e-094.56750716255855e-09
2320.9999999906763781.86472439448051e-089.32362197240257e-09
2330.9999999810430513.7913898544012e-081.8956949272006e-08
2340.9999999719494085.61011837478658e-082.80505918739329e-08
2350.9999999714026255.71947503413068e-082.85973751706534e-08
2360.9999999724568915.50862175939619e-082.7543108796981e-08
2370.9999999995796248.40751730668558e-104.20375865334279e-10
2380.9999999993873121.22537528053987e-096.12687640269933e-10
2390.9999999985914932.8170134322873e-091.40850671614365e-09
2400.9999999986086232.782753161151e-091.3913765805755e-09
2410.999999997410625.17876074883336e-092.58938037441668e-09
2420.9999999988529472.29410678052001e-091.14705339026e-09
2430.9999999985125742.97485137363838e-091.48742568681919e-09
2440.9999999976280544.7438915244358e-092.3719457622179e-09
2450.999999994420091.11598203837648e-085.57991019188241e-09
2460.9999999868802642.62394712269778e-081.31197356134889e-08
2470.9999999714941695.70116625643646e-082.85058312821823e-08
2480.9999999526480049.47039918933168e-084.73519959466584e-08
2490.9999999362347071.27530586239869e-076.37652931199346e-08
2500.9999998927839672.14432065925707e-071.07216032962853e-07
2510.9999999927947461.44105074236417e-087.20525371182085e-09
2520.999999981644373.67112590627185e-081.83556295313592e-08
2530.9999999609441767.81116483696221e-083.9055824184811e-08
2540.9999999720810395.58379220528992e-082.79189610264496e-08
2550.9999999538767599.22464812263181e-084.6123240613159e-08
2560.9999998829811252.34037750585358e-071.17018875292679e-07
2570.9999999375256851.2494863068825e-076.2474315344125e-08
2580.9999998839038582.32192283868292e-071.16096141934146e-07
2590.9999997006103155.98779370469481e-072.99389685234741e-07
2600.9999993773314861.24533702878462e-066.22668514392311e-07
2610.9999991607065741.67858685278741e-068.39293426393704e-07
2620.9999980253492293.94930154139544e-061.97465077069772e-06
2630.9999950958747269.80825054891039e-064.90412527445519e-06
2640.9999948068139651.03863720697107e-055.19318603485534e-06
2650.9999917722237221.6455552556011e-058.22777627800549e-06
2660.9999791302797244.17394405512385e-052.08697202756193e-05
2670.9999733449343725.33101312561049e-052.66550656280524e-05
2680.9999505812830329.88374339349817e-054.94187169674909e-05
2690.9999869160370672.61679258662609e-051.30839629331304e-05
2700.999981152058413.76958831793098e-051.88479415896549e-05
2710.9999944076644681.11846710640389e-055.59233553201946e-06
2720.9999810469388623.79061222754834e-051.89530611377417e-05
2730.9999482673100790.0001034653798413135.17326899206563e-05
2740.9998815978178080.0002368043643839880.000118402182191994
2750.9996250342542460.000749931491508960.00037496574575448
2760.9995306127921530.0009387744156944080.000469387207847204
2770.9985530715886480.002893856822704460.00144692841135223
2780.9983877995472940.003224400905412570.00161220045270628
2790.994611325798820.01077734840235950.00538867420117975
2800.9932988986354950.01340220272901020.0067011013645051
2810.9769703969733710.0460592060532590.0230296030266295
2820.9370957584093430.1258084831813130.0629042415906566

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
7 & 0.96332729494955 & 0.0733454101009001 & 0.0366727050504501 \tabularnewline
8 & 0.925727871809311 & 0.148544256381378 & 0.0742721281906888 \tabularnewline
9 & 0.876880421610559 & 0.246239156778881 & 0.123119578389441 \tabularnewline
10 & 0.820044094159407 & 0.359911811681187 & 0.179955905840593 \tabularnewline
11 & 0.738302961645396 & 0.523394076709207 & 0.261697038354604 \tabularnewline
12 & 0.811290514144876 & 0.377418971710249 & 0.188709485855124 \tabularnewline
13 & 0.759471716788673 & 0.481056566422654 & 0.240528283211327 \tabularnewline
14 & 0.686883463346738 & 0.626233073306523 & 0.313116536653262 \tabularnewline
15 & 0.62008166026608 & 0.75983667946784 & 0.37991833973392 \tabularnewline
16 & 0.557409308786963 & 0.885181382426074 & 0.442590691213037 \tabularnewline
17 & 0.497521703884539 & 0.995043407769077 & 0.502478296115461 \tabularnewline
18 & 0.460096826652466 & 0.920193653304932 & 0.539903173347534 \tabularnewline
19 & 0.437614068608545 & 0.875228137217089 & 0.562385931391455 \tabularnewline
20 & 0.61205340677148 & 0.77589318645704 & 0.38794659322852 \tabularnewline
21 & 0.676361164540959 & 0.647277670918082 & 0.323638835459041 \tabularnewline
22 & 0.622430946828339 & 0.755138106343323 & 0.377569053171661 \tabularnewline
23 & 0.970073878614757 & 0.0598522427704856 & 0.0299261213852428 \tabularnewline
24 & 0.958134933026786 & 0.0837301339464286 & 0.0418650669732143 \tabularnewline
25 & 0.971065430022195 & 0.0578691399556103 & 0.0289345699778052 \tabularnewline
26 & 0.990411522405227 & 0.0191769551895454 & 0.00958847759477271 \tabularnewline
27 & 0.986180697408597 & 0.0276386051828055 & 0.0138193025914027 \tabularnewline
28 & 0.982773093547008 & 0.0344538129059835 & 0.0172269064529917 \tabularnewline
29 & 0.976168396919116 & 0.0476632061617688 & 0.0238316030808844 \tabularnewline
30 & 0.967597478279642 & 0.0648050434407168 & 0.0324025217203584 \tabularnewline
31 & 0.957018726924338 & 0.0859625461513239 & 0.0429812730756619 \tabularnewline
32 & 0.944122534432265 & 0.111754931135469 & 0.0558774655677346 \tabularnewline
33 & 0.938701441979525 & 0.122597116040951 & 0.0612985580204755 \tabularnewline
34 & 0.92233835550421 & 0.155323288991579 & 0.0776616444957897 \tabularnewline
35 & 0.91934129616635 & 0.161317407667299 & 0.0806587038336496 \tabularnewline
36 & 0.927275643679066 & 0.145448712641867 & 0.0727243563209337 \tabularnewline
37 & 0.908792220235925 & 0.18241555952815 & 0.0912077797640751 \tabularnewline
38 & 0.904641302717889 & 0.190717394564221 & 0.0953586972821107 \tabularnewline
39 & 0.980530541988644 & 0.0389389160227112 & 0.0194694580113556 \tabularnewline
40 & 0.97752085710278 & 0.0449582857944399 & 0.02247914289722 \tabularnewline
41 & 0.970751423609974 & 0.058497152780052 & 0.029248576390026 \tabularnewline
42 & 0.96222617898865 & 0.0755476420227006 & 0.0377738210113503 \tabularnewline
43 & 0.953563745523804 & 0.0928725089523917 & 0.0464362544761958 \tabularnewline
44 & 0.952889515292472 & 0.0942209694150551 & 0.0471104847075275 \tabularnewline
45 & 0.949344672447809 & 0.101310655104382 & 0.0506553275521909 \tabularnewline
46 & 0.93699707236007 & 0.12600585527986 & 0.0630029276399298 \tabularnewline
47 & 0.929941560503636 & 0.140116878992728 & 0.070058439496364 \tabularnewline
48 & 0.91428769948144 & 0.17142460103712 & 0.0857123005185601 \tabularnewline
49 & 0.897164760772437 & 0.205670478455125 & 0.102835239227563 \tabularnewline
50 & 0.879705579376648 & 0.240588841246704 & 0.120294420623352 \tabularnewline
51 & 0.994034065223508 & 0.0119318695529846 & 0.00596593477649228 \tabularnewline
52 & 0.992149289796691 & 0.0157014204066179 & 0.00785071020330896 \tabularnewline
53 & 0.991606822889513 & 0.0167863542209734 & 0.00839317711048669 \tabularnewline
54 & 0.988950294642625 & 0.0220994107147507 & 0.0110497053573754 \tabularnewline
55 & 0.990223577322404 & 0.0195528453551914 & 0.0097764226775957 \tabularnewline
56 & 0.987763805184033 & 0.0244723896319333 & 0.0122361948159666 \tabularnewline
57 & 0.984980607302448 & 0.0300387853951036 & 0.0150193926975518 \tabularnewline
58 & 0.99644266806446 & 0.00711466387107964 & 0.00355733193553982 \tabularnewline
59 & 0.995411478108432 & 0.00917704378313604 & 0.00458852189156802 \tabularnewline
60 & 0.993969157052586 & 0.0120616858948284 & 0.00603084294741422 \tabularnewline
61 & 0.992877557322593 & 0.014244885354814 & 0.007122442677407 \tabularnewline
62 & 0.991419022799988 & 0.0171619544000246 & 0.0085809772000123 \tabularnewline
63 & 0.998455853822371 & 0.00308829235525803 & 0.00154414617762901 \tabularnewline
64 & 0.997985851543075 & 0.00402829691384956 & 0.00201414845692478 \tabularnewline
65 & 0.997425915305296 & 0.00514816938940895 & 0.00257408469470448 \tabularnewline
66 & 0.996841208307128 & 0.00631758338574341 & 0.0031587916928717 \tabularnewline
67 & 0.996079641144077 & 0.00784071771184604 & 0.00392035885592302 \tabularnewline
68 & 0.995293569280023 & 0.00941286143995376 & 0.00470643071997688 \tabularnewline
69 & 0.994984982662894 & 0.0100300346742121 & 0.00501501733710606 \tabularnewline
70 & 0.993976740288223 & 0.0120465194235535 & 0.00602325971177673 \tabularnewline
71 & 0.993548327022061 & 0.0129033459558783 & 0.00645167297793916 \tabularnewline
72 & 0.993662121002168 & 0.0126757579956632 & 0.00633787899783158 \tabularnewline
73 & 0.991879930309274 & 0.0162401393814512 & 0.00812006969072562 \tabularnewline
74 & 0.992283882893693 & 0.0154322342126135 & 0.00771611710630676 \tabularnewline
75 & 0.990085033697634 & 0.0198299326047324 & 0.00991496630236622 \tabularnewline
76 & 0.992004370122013 & 0.0159912597559749 & 0.00799562987798743 \tabularnewline
77 & 0.998373417639351 & 0.00325316472129892 & 0.00162658236064946 \tabularnewline
78 & 0.997905261392733 & 0.00418947721453457 & 0.00209473860726728 \tabularnewline
79 & 0.997295805745332 & 0.00540838850933671 & 0.00270419425466836 \tabularnewline
80 & 0.996446047716362 & 0.00710790456727601 & 0.00355395228363801 \tabularnewline
81 & 0.995468600089373 & 0.00906279982125423 & 0.00453139991062711 \tabularnewline
82 & 0.997526565124683 & 0.00494686975063427 & 0.00247343487531714 \tabularnewline
83 & 0.997192483511405 & 0.00561503297719042 & 0.00280751648859521 \tabularnewline
84 & 0.996993723347741 & 0.00601255330451788 & 0.00300627665225894 \tabularnewline
85 & 0.998225801559782 & 0.0035483968804362 & 0.0017741984402181 \tabularnewline
86 & 0.998945129534412 & 0.00210974093117706 & 0.00105487046558853 \tabularnewline
87 & 0.998628335875753 & 0.00274332824849483 & 0.00137166412424741 \tabularnewline
88 & 0.998216268017769 & 0.00356746396446156 & 0.00178373198223078 \tabularnewline
89 & 0.999281727726059 & 0.00143654454788273 & 0.000718272273941367 \tabularnewline
90 & 0.999210248386982 & 0.00157950322603578 & 0.000789751613017892 \tabularnewline
91 & 0.999092634351992 & 0.00181473129601527 & 0.000907365648007635 \tabularnewline
92 & 0.998959375145095 & 0.00208124970980947 & 0.00104062485490474 \tabularnewline
93 & 0.998809535827141 & 0.00238092834571889 & 0.00119046417285944 \tabularnewline
94 & 0.998919308497915 & 0.00216138300417036 & 0.00108069150208518 \tabularnewline
95 & 0.99855678360924 & 0.00288643278151934 & 0.00144321639075967 \tabularnewline
96 & 0.999821147774053 & 0.000357704451894512 & 0.000178852225947256 \tabularnewline
97 & 0.999804653730883 & 0.000390692538233241 & 0.00019534626911662 \tabularnewline
98 & 0.999991755547706 & 1.6488904587919e-05 & 8.24445229395948e-06 \tabularnewline
99 & 0.999991073665973 & 1.78526680532177e-05 & 8.92633402660884e-06 \tabularnewline
100 & 0.999995557894823 & 8.88421035309541e-06 & 4.4421051765477e-06 \tabularnewline
101 & 0.99999407854805 & 1.18429038993933e-05 & 5.92145194969667e-06 \tabularnewline
102 & 0.999991738393864 & 1.65232122713523e-05 & 8.26160613567613e-06 \tabularnewline
103 & 0.999995378515902 & 9.24296819576573e-06 & 4.62148409788287e-06 \tabularnewline
104 & 0.999994122620027 & 1.17547599455421e-05 & 5.87737997277106e-06 \tabularnewline
105 & 0.99999264598155 & 1.47080368996064e-05 & 7.35401844980321e-06 \tabularnewline
106 & 0.999993355258194 & 1.32894836114861e-05 & 6.64474180574303e-06 \tabularnewline
107 & 0.999990381191708 & 1.92376165839932e-05 & 9.61880829199659e-06 \tabularnewline
108 & 0.999987101634797 & 2.57967304050393e-05 & 1.28983652025196e-05 \tabularnewline
109 & 0.999987222339456 & 2.55553210875035e-05 & 1.27776605437517e-05 \tabularnewline
110 & 0.999981737756523 & 3.65244869549497e-05 & 1.82622434774748e-05 \tabularnewline
111 & 0.999976484579966 & 4.7030840068385e-05 & 2.35154200341925e-05 \tabularnewline
112 & 0.999967717555072 & 6.45648898569748e-05 & 3.22824449284874e-05 \tabularnewline
113 & 0.99996598014679 & 6.80397064192078e-05 & 3.40198532096039e-05 \tabularnewline
114 & 0.9999517258777 & 9.65482446005548e-05 & 4.82741223002774e-05 \tabularnewline
115 & 0.9999429376876 & 0.000114124624800138 & 5.70623124000689e-05 \tabularnewline
116 & 0.999928064906997 & 0.00014387018600647 & 7.19350930032348e-05 \tabularnewline
117 & 0.999927655066204 & 0.000144689867591688 & 7.2344933795844e-05 \tabularnewline
118 & 0.99998433668624 & 3.13266275206973e-05 & 1.56633137603486e-05 \tabularnewline
119 & 0.999990746375602 & 1.85072487967977e-05 & 9.25362439839886e-06 \tabularnewline
120 & 0.999987065274005 & 2.58694519900409e-05 & 1.29347259950204e-05 \tabularnewline
121 & 0.99998133774869 & 3.7324502620385e-05 & 1.86622513101925e-05 \tabularnewline
122 & 0.999974189349229 & 5.16213015422913e-05 & 2.58106507711456e-05 \tabularnewline
123 & 0.999967529246493 & 6.49415070134378e-05 & 3.24707535067189e-05 \tabularnewline
124 & 0.999998117910795 & 3.76417840935437e-06 & 1.88208920467719e-06 \tabularnewline
125 & 0.999998164469263 & 3.6710614737023e-06 & 1.83553073685115e-06 \tabularnewline
126 & 0.999997298301266 & 5.40339746756391e-06 & 2.70169873378195e-06 \tabularnewline
127 & 0.99999608956325 & 7.82087349974056e-06 & 3.91043674987028e-06 \tabularnewline
128 & 0.999996371556565 & 7.2568868698501e-06 & 3.62844343492505e-06 \tabularnewline
129 & 0.999995935919721 & 8.12816055879389e-06 & 4.06408027939695e-06 \tabularnewline
130 & 0.999994197386684 & 1.16052266316975e-05 & 5.80261331584876e-06 \tabularnewline
131 & 0.999991540361923 & 1.69192761547586e-05 & 8.45963807737932e-06 \tabularnewline
132 & 0.999995314169383 & 9.37166123299e-06 & 4.685830616495e-06 \tabularnewline
133 & 0.999993270551095 & 1.34588978096956e-05 & 6.72944890484781e-06 \tabularnewline
134 & 0.999991093830726 & 1.7812338546963e-05 & 8.90616927348151e-06 \tabularnewline
135 & 0.99999101060204 & 1.79787959201393e-05 & 8.98939796006967e-06 \tabularnewline
136 & 0.999996682169404 & 6.63566119268661e-06 & 3.31783059634331e-06 \tabularnewline
137 & 0.9999950859289 & 9.82814220015187e-06 & 4.91407110007593e-06 \tabularnewline
138 & 0.999995094497695 & 9.81100461036743e-06 & 4.90550230518372e-06 \tabularnewline
139 & 0.999995791783407 & 8.41643318514027e-06 & 4.20821659257014e-06 \tabularnewline
140 & 0.999994604418985 & 1.07911620300443e-05 & 5.39558101502213e-06 \tabularnewline
141 & 0.999992268918529 & 1.54621629418744e-05 & 7.73108147093719e-06 \tabularnewline
142 & 0.999989065750155 & 2.18684996903979e-05 & 1.09342498451989e-05 \tabularnewline
143 & 0.999987425786094 & 2.51484278127344e-05 & 1.25742139063672e-05 \tabularnewline
144 & 0.999985189119383 & 2.96217612342497e-05 & 1.48108806171249e-05 \tabularnewline
145 & 0.999979875064752 & 4.02498704956065e-05 & 2.01249352478032e-05 \tabularnewline
146 & 0.999972780489181 & 5.44390216374491e-05 & 2.72195108187246e-05 \tabularnewline
147 & 0.999966348573307 & 6.73028533863127e-05 & 3.36514266931564e-05 \tabularnewline
148 & 0.999960295491177 & 7.94090176449523e-05 & 3.97045088224761e-05 \tabularnewline
149 & 0.999945343387865 & 0.000109313224269597 & 5.46566121347983e-05 \tabularnewline
150 & 0.999925552577454 & 0.000148894845092138 & 7.44474225460689e-05 \tabularnewline
151 & 0.999916481568968 & 0.000167036862064396 & 8.35184310321978e-05 \tabularnewline
152 & 0.999882945271763 & 0.000234109456474791 & 0.000117054728237395 \tabularnewline
153 & 0.999837173781897 & 0.00032565243620592 & 0.00016282621810296 \tabularnewline
154 & 0.999880847952443 & 0.000238304095114257 & 0.000119152047557129 \tabularnewline
155 & 0.999841733369877 & 0.000316533260245315 & 0.000158266630122657 \tabularnewline
156 & 0.999789489264169 & 0.000421021471661855 & 0.000210510735830928 \tabularnewline
157 & 0.999711123968605 & 0.000577752062790143 & 0.000288876031395072 \tabularnewline
158 & 0.999644014062224 & 0.00071197187555293 & 0.000355985937776465 \tabularnewline
159 & 0.999627008982127 & 0.000745982035745947 & 0.000372991017872973 \tabularnewline
160 & 0.999688648074889 & 0.000622703850222642 & 0.000311351925111321 \tabularnewline
161 & 0.99997711697508 & 4.5766049840453e-05 & 2.28830249202265e-05 \tabularnewline
162 & 0.999981796052332 & 3.64078953356399e-05 & 1.82039476678199e-05 \tabularnewline
163 & 0.999974875441656 & 5.02491166879775e-05 & 2.51245583439887e-05 \tabularnewline
164 & 0.999989051524641 & 2.18969507186559e-05 & 1.09484753593279e-05 \tabularnewline
165 & 0.999984032255359 & 3.19354892823138e-05 & 1.59677446411569e-05 \tabularnewline
166 & 0.999977602477469 & 4.4795045061725e-05 & 2.23975225308625e-05 \tabularnewline
167 & 0.999968393233975 & 6.3213532049293e-05 & 3.16067660246465e-05 \tabularnewline
168 & 0.999961150670047 & 7.76986599058061e-05 & 3.8849329952903e-05 \tabularnewline
169 & 0.999944501382952 & 0.000110997234096528 & 5.54986170482641e-05 \tabularnewline
170 & 0.999998746516347 & 2.50696730513774e-06 & 1.25348365256887e-06 \tabularnewline
171 & 0.999999952699379 & 9.46012411881957e-08 & 4.73006205940978e-08 \tabularnewline
172 & 0.999999933446322 & 1.33107356021673e-07 & 6.65536780108367e-08 \tabularnewline
173 & 0.9999999782685 & 4.3463000738633e-08 & 2.17315003693165e-08 \tabularnewline
174 & 0.999999975456632 & 4.90867365563389e-08 & 2.45433682781694e-08 \tabularnewline
175 & 0.999999999999582 & 8.36773942978008e-13 & 4.18386971489004e-13 \tabularnewline
176 & 0.999999999999888 & 2.23706231533717e-13 & 1.11853115766859e-13 \tabularnewline
177 & 0.99999999999981 & 3.80487893368631e-13 & 1.90243946684315e-13 \tabularnewline
178 & 0.999999999999653 & 6.93434897732659e-13 & 3.4671744886633e-13 \tabularnewline
179 & 0.999999999999938 & 1.23982529073909e-13 & 6.19912645369547e-14 \tabularnewline
180 & 0.999999999999943 & 1.14111334689007e-13 & 5.70556673445036e-14 \tabularnewline
181 & 0.999999999999883 & 2.33070753030257e-13 & 1.16535376515128e-13 \tabularnewline
182 & 0.999999999999955 & 8.93727754700695e-14 & 4.46863877350347e-14 \tabularnewline
183 & 0.999999999999909 & 1.81294913253834e-13 & 9.06474566269169e-14 \tabularnewline
184 & 0.999999999999912 & 1.75091147568104e-13 & 8.75455737840522e-14 \tabularnewline
185 & 0.999999999999962 & 7.55964968191921e-14 & 3.7798248409596e-14 \tabularnewline
186 & 0.999999999999937 & 1.25809070121539e-13 & 6.29045350607695e-14 \tabularnewline
187 & 0.999999999999874 & 2.52953951056958e-13 & 1.26476975528479e-13 \tabularnewline
188 & 0.99999999999974 & 5.19572724299373e-13 & 2.59786362149687e-13 \tabularnewline
189 & 0.999999999999802 & 3.95938097861318e-13 & 1.97969048930659e-13 \tabularnewline
190 & 0.999999999999691 & 6.1749878527936e-13 & 3.0874939263968e-13 \tabularnewline
191 & 0.999999999999469 & 1.06210464999024e-12 & 5.3105232499512e-13 \tabularnewline
192 & 0.999999999999399 & 1.20149890916272e-12 & 6.00749454581358e-13 \tabularnewline
193 & 0.999999999998822 & 2.35553146303364e-12 & 1.17776573151682e-12 \tabularnewline
194 & 0.99999999999792 & 4.16058744647731e-12 & 2.08029372323866e-12 \tabularnewline
195 & 0.999999999995811 & 8.37863237131535e-12 & 4.18931618565767e-12 \tabularnewline
196 & 0.999999999992458 & 1.50832024502687e-11 & 7.54160122513436e-12 \tabularnewline
197 & 0.999999999985249 & 2.95023379693936e-11 & 1.47511689846968e-11 \tabularnewline
198 & 0.999999999978721 & 4.25583502095454e-11 & 2.12791751047727e-11 \tabularnewline
199 & 0.999999999958408 & 8.31843424704397e-11 & 4.15921712352199e-11 \tabularnewline
200 & 0.999999999941969 & 1.16062847760138e-10 & 5.80314238800692e-11 \tabularnewline
201 & 0.999999999887596 & 2.24808516423651e-10 & 1.12404258211826e-10 \tabularnewline
202 & 0.99999999982337 & 3.532602669649e-10 & 1.7663013348245e-10 \tabularnewline
203 & 0.999999999876256 & 2.47487923997679e-10 & 1.2374396199884e-10 \tabularnewline
204 & 0.99999999981714 & 3.65720605143025e-10 & 1.82860302571513e-10 \tabularnewline
205 & 0.99999999966026 & 6.79480524527535e-10 & 3.39740262263768e-10 \tabularnewline
206 & 0.999999999474381 & 1.05123867886282e-09 & 5.25619339431412e-10 \tabularnewline
207 & 0.999999999001346 & 1.99730847431772e-09 & 9.98654237158862e-10 \tabularnewline
208 & 0.999999999990828 & 1.83433221428792e-11 & 9.17166107143962e-12 \tabularnewline
209 & 0.999999999996562 & 6.87556276302458e-12 & 3.43778138151229e-12 \tabularnewline
210 & 0.999999999995934 & 8.13095510434563e-12 & 4.06547755217282e-12 \tabularnewline
211 & 0.999999999995905 & 8.19054473463582e-12 & 4.09527236731791e-12 \tabularnewline
212 & 0.999999999996588 & 6.8231096204718e-12 & 3.4115548102359e-12 \tabularnewline
213 & 0.999999999994511 & 1.09784837330751e-11 & 5.48924186653756e-12 \tabularnewline
214 & 0.999999999988322 & 2.33551285765462e-11 & 1.16775642882731e-11 \tabularnewline
215 & 0.999999999979166 & 4.16689672331889e-11 & 2.08344836165945e-11 \tabularnewline
216 & 0.999999999957915 & 8.41690817494393e-11 & 4.20845408747197e-11 \tabularnewline
217 & 0.999999999916202 & 1.67595897969534e-10 & 8.37979489847668e-11 \tabularnewline
218 & 0.999999999840818 & 3.18363598695478e-10 & 1.59181799347739e-10 \tabularnewline
219 & 0.999999999682761 & 6.34477818980884e-10 & 3.17238909490442e-10 \tabularnewline
220 & 0.999999999526344 & 9.47312388453012e-10 & 4.73656194226506e-10 \tabularnewline
221 & 0.999999999099138 & 1.80172313992786e-09 & 9.00861569963929e-10 \tabularnewline
222 & 0.99999999816666 & 3.66668044327171e-09 & 1.83334022163585e-09 \tabularnewline
223 & 0.999999996412526 & 7.17494793304286e-09 & 3.58747396652143e-09 \tabularnewline
224 & 0.999999993568176 & 1.28636474756275e-08 & 6.43182373781375e-09 \tabularnewline
225 & 0.999999990001158 & 1.99976846382303e-08 & 9.99884231911516e-09 \tabularnewline
226 & 0.999999998656914 & 2.68617188688919e-09 & 1.34308594344459e-09 \tabularnewline
227 & 0.999999997494944 & 5.01011209389981e-09 & 2.5050560469499e-09 \tabularnewline
228 & 0.999999996799596 & 6.40080801249479e-09 & 3.2004040062474e-09 \tabularnewline
229 & 0.999999993786282 & 1.24274356725926e-08 & 6.21371783629628e-09 \tabularnewline
230 & 0.999999997112846 & 5.77430832739599e-09 & 2.887154163698e-09 \tabularnewline
231 & 0.999999995432493 & 9.1350143251171e-09 & 4.56750716255855e-09 \tabularnewline
232 & 0.999999990676378 & 1.86472439448051e-08 & 9.32362197240257e-09 \tabularnewline
233 & 0.999999981043051 & 3.7913898544012e-08 & 1.8956949272006e-08 \tabularnewline
234 & 0.999999971949408 & 5.61011837478658e-08 & 2.80505918739329e-08 \tabularnewline
235 & 0.999999971402625 & 5.71947503413068e-08 & 2.85973751706534e-08 \tabularnewline
236 & 0.999999972456891 & 5.50862175939619e-08 & 2.7543108796981e-08 \tabularnewline
237 & 0.999999999579624 & 8.40751730668558e-10 & 4.20375865334279e-10 \tabularnewline
238 & 0.999999999387312 & 1.22537528053987e-09 & 6.12687640269933e-10 \tabularnewline
239 & 0.999999998591493 & 2.8170134322873e-09 & 1.40850671614365e-09 \tabularnewline
240 & 0.999999998608623 & 2.782753161151e-09 & 1.3913765805755e-09 \tabularnewline
241 & 0.99999999741062 & 5.17876074883336e-09 & 2.58938037441668e-09 \tabularnewline
242 & 0.999999998852947 & 2.29410678052001e-09 & 1.14705339026e-09 \tabularnewline
243 & 0.999999998512574 & 2.97485137363838e-09 & 1.48742568681919e-09 \tabularnewline
244 & 0.999999997628054 & 4.7438915244358e-09 & 2.3719457622179e-09 \tabularnewline
245 & 0.99999999442009 & 1.11598203837648e-08 & 5.57991019188241e-09 \tabularnewline
246 & 0.999999986880264 & 2.62394712269778e-08 & 1.31197356134889e-08 \tabularnewline
247 & 0.999999971494169 & 5.70116625643646e-08 & 2.85058312821823e-08 \tabularnewline
248 & 0.999999952648004 & 9.47039918933168e-08 & 4.73519959466584e-08 \tabularnewline
249 & 0.999999936234707 & 1.27530586239869e-07 & 6.37652931199346e-08 \tabularnewline
250 & 0.999999892783967 & 2.14432065925707e-07 & 1.07216032962853e-07 \tabularnewline
251 & 0.999999992794746 & 1.44105074236417e-08 & 7.20525371182085e-09 \tabularnewline
252 & 0.99999998164437 & 3.67112590627185e-08 & 1.83556295313592e-08 \tabularnewline
253 & 0.999999960944176 & 7.81116483696221e-08 & 3.9055824184811e-08 \tabularnewline
254 & 0.999999972081039 & 5.58379220528992e-08 & 2.79189610264496e-08 \tabularnewline
255 & 0.999999953876759 & 9.22464812263181e-08 & 4.6123240613159e-08 \tabularnewline
256 & 0.999999882981125 & 2.34037750585358e-07 & 1.17018875292679e-07 \tabularnewline
257 & 0.999999937525685 & 1.2494863068825e-07 & 6.2474315344125e-08 \tabularnewline
258 & 0.999999883903858 & 2.32192283868292e-07 & 1.16096141934146e-07 \tabularnewline
259 & 0.999999700610315 & 5.98779370469481e-07 & 2.99389685234741e-07 \tabularnewline
260 & 0.999999377331486 & 1.24533702878462e-06 & 6.22668514392311e-07 \tabularnewline
261 & 0.999999160706574 & 1.67858685278741e-06 & 8.39293426393704e-07 \tabularnewline
262 & 0.999998025349229 & 3.94930154139544e-06 & 1.97465077069772e-06 \tabularnewline
263 & 0.999995095874726 & 9.80825054891039e-06 & 4.90412527445519e-06 \tabularnewline
264 & 0.999994806813965 & 1.03863720697107e-05 & 5.19318603485534e-06 \tabularnewline
265 & 0.999991772223722 & 1.6455552556011e-05 & 8.22777627800549e-06 \tabularnewline
266 & 0.999979130279724 & 4.17394405512385e-05 & 2.08697202756193e-05 \tabularnewline
267 & 0.999973344934372 & 5.33101312561049e-05 & 2.66550656280524e-05 \tabularnewline
268 & 0.999950581283032 & 9.88374339349817e-05 & 4.94187169674909e-05 \tabularnewline
269 & 0.999986916037067 & 2.61679258662609e-05 & 1.30839629331304e-05 \tabularnewline
270 & 0.99998115205841 & 3.76958831793098e-05 & 1.88479415896549e-05 \tabularnewline
271 & 0.999994407664468 & 1.11846710640389e-05 & 5.59233553201946e-06 \tabularnewline
272 & 0.999981046938862 & 3.79061222754834e-05 & 1.89530611377417e-05 \tabularnewline
273 & 0.999948267310079 & 0.000103465379841313 & 5.17326899206563e-05 \tabularnewline
274 & 0.999881597817808 & 0.000236804364383988 & 0.000118402182191994 \tabularnewline
275 & 0.999625034254246 & 0.00074993149150896 & 0.00037496574575448 \tabularnewline
276 & 0.999530612792153 & 0.000938774415694408 & 0.000469387207847204 \tabularnewline
277 & 0.998553071588648 & 0.00289385682270446 & 0.00144692841135223 \tabularnewline
278 & 0.998387799547294 & 0.00322440090541257 & 0.00161220045270628 \tabularnewline
279 & 0.99461132579882 & 0.0107773484023595 & 0.00538867420117975 \tabularnewline
280 & 0.993298898635495 & 0.0134022027290102 & 0.0067011013645051 \tabularnewline
281 & 0.976970396973371 & 0.046059206053259 & 0.0230296030266295 \tabularnewline
282 & 0.937095758409343 & 0.125808483181313 & 0.0629042415906566 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156255&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]7[/C][C]0.96332729494955[/C][C]0.0733454101009001[/C][C]0.0366727050504501[/C][/ROW]
[ROW][C]8[/C][C]0.925727871809311[/C][C]0.148544256381378[/C][C]0.0742721281906888[/C][/ROW]
[ROW][C]9[/C][C]0.876880421610559[/C][C]0.246239156778881[/C][C]0.123119578389441[/C][/ROW]
[ROW][C]10[/C][C]0.820044094159407[/C][C]0.359911811681187[/C][C]0.179955905840593[/C][/ROW]
[ROW][C]11[/C][C]0.738302961645396[/C][C]0.523394076709207[/C][C]0.261697038354604[/C][/ROW]
[ROW][C]12[/C][C]0.811290514144876[/C][C]0.377418971710249[/C][C]0.188709485855124[/C][/ROW]
[ROW][C]13[/C][C]0.759471716788673[/C][C]0.481056566422654[/C][C]0.240528283211327[/C][/ROW]
[ROW][C]14[/C][C]0.686883463346738[/C][C]0.626233073306523[/C][C]0.313116536653262[/C][/ROW]
[ROW][C]15[/C][C]0.62008166026608[/C][C]0.75983667946784[/C][C]0.37991833973392[/C][/ROW]
[ROW][C]16[/C][C]0.557409308786963[/C][C]0.885181382426074[/C][C]0.442590691213037[/C][/ROW]
[ROW][C]17[/C][C]0.497521703884539[/C][C]0.995043407769077[/C][C]0.502478296115461[/C][/ROW]
[ROW][C]18[/C][C]0.460096826652466[/C][C]0.920193653304932[/C][C]0.539903173347534[/C][/ROW]
[ROW][C]19[/C][C]0.437614068608545[/C][C]0.875228137217089[/C][C]0.562385931391455[/C][/ROW]
[ROW][C]20[/C][C]0.61205340677148[/C][C]0.77589318645704[/C][C]0.38794659322852[/C][/ROW]
[ROW][C]21[/C][C]0.676361164540959[/C][C]0.647277670918082[/C][C]0.323638835459041[/C][/ROW]
[ROW][C]22[/C][C]0.622430946828339[/C][C]0.755138106343323[/C][C]0.377569053171661[/C][/ROW]
[ROW][C]23[/C][C]0.970073878614757[/C][C]0.0598522427704856[/C][C]0.0299261213852428[/C][/ROW]
[ROW][C]24[/C][C]0.958134933026786[/C][C]0.0837301339464286[/C][C]0.0418650669732143[/C][/ROW]
[ROW][C]25[/C][C]0.971065430022195[/C][C]0.0578691399556103[/C][C]0.0289345699778052[/C][/ROW]
[ROW][C]26[/C][C]0.990411522405227[/C][C]0.0191769551895454[/C][C]0.00958847759477271[/C][/ROW]
[ROW][C]27[/C][C]0.986180697408597[/C][C]0.0276386051828055[/C][C]0.0138193025914027[/C][/ROW]
[ROW][C]28[/C][C]0.982773093547008[/C][C]0.0344538129059835[/C][C]0.0172269064529917[/C][/ROW]
[ROW][C]29[/C][C]0.976168396919116[/C][C]0.0476632061617688[/C][C]0.0238316030808844[/C][/ROW]
[ROW][C]30[/C][C]0.967597478279642[/C][C]0.0648050434407168[/C][C]0.0324025217203584[/C][/ROW]
[ROW][C]31[/C][C]0.957018726924338[/C][C]0.0859625461513239[/C][C]0.0429812730756619[/C][/ROW]
[ROW][C]32[/C][C]0.944122534432265[/C][C]0.111754931135469[/C][C]0.0558774655677346[/C][/ROW]
[ROW][C]33[/C][C]0.938701441979525[/C][C]0.122597116040951[/C][C]0.0612985580204755[/C][/ROW]
[ROW][C]34[/C][C]0.92233835550421[/C][C]0.155323288991579[/C][C]0.0776616444957897[/C][/ROW]
[ROW][C]35[/C][C]0.91934129616635[/C][C]0.161317407667299[/C][C]0.0806587038336496[/C][/ROW]
[ROW][C]36[/C][C]0.927275643679066[/C][C]0.145448712641867[/C][C]0.0727243563209337[/C][/ROW]
[ROW][C]37[/C][C]0.908792220235925[/C][C]0.18241555952815[/C][C]0.0912077797640751[/C][/ROW]
[ROW][C]38[/C][C]0.904641302717889[/C][C]0.190717394564221[/C][C]0.0953586972821107[/C][/ROW]
[ROW][C]39[/C][C]0.980530541988644[/C][C]0.0389389160227112[/C][C]0.0194694580113556[/C][/ROW]
[ROW][C]40[/C][C]0.97752085710278[/C][C]0.0449582857944399[/C][C]0.02247914289722[/C][/ROW]
[ROW][C]41[/C][C]0.970751423609974[/C][C]0.058497152780052[/C][C]0.029248576390026[/C][/ROW]
[ROW][C]42[/C][C]0.96222617898865[/C][C]0.0755476420227006[/C][C]0.0377738210113503[/C][/ROW]
[ROW][C]43[/C][C]0.953563745523804[/C][C]0.0928725089523917[/C][C]0.0464362544761958[/C][/ROW]
[ROW][C]44[/C][C]0.952889515292472[/C][C]0.0942209694150551[/C][C]0.0471104847075275[/C][/ROW]
[ROW][C]45[/C][C]0.949344672447809[/C][C]0.101310655104382[/C][C]0.0506553275521909[/C][/ROW]
[ROW][C]46[/C][C]0.93699707236007[/C][C]0.12600585527986[/C][C]0.0630029276399298[/C][/ROW]
[ROW][C]47[/C][C]0.929941560503636[/C][C]0.140116878992728[/C][C]0.070058439496364[/C][/ROW]
[ROW][C]48[/C][C]0.91428769948144[/C][C]0.17142460103712[/C][C]0.0857123005185601[/C][/ROW]
[ROW][C]49[/C][C]0.897164760772437[/C][C]0.205670478455125[/C][C]0.102835239227563[/C][/ROW]
[ROW][C]50[/C][C]0.879705579376648[/C][C]0.240588841246704[/C][C]0.120294420623352[/C][/ROW]
[ROW][C]51[/C][C]0.994034065223508[/C][C]0.0119318695529846[/C][C]0.00596593477649228[/C][/ROW]
[ROW][C]52[/C][C]0.992149289796691[/C][C]0.0157014204066179[/C][C]0.00785071020330896[/C][/ROW]
[ROW][C]53[/C][C]0.991606822889513[/C][C]0.0167863542209734[/C][C]0.00839317711048669[/C][/ROW]
[ROW][C]54[/C][C]0.988950294642625[/C][C]0.0220994107147507[/C][C]0.0110497053573754[/C][/ROW]
[ROW][C]55[/C][C]0.990223577322404[/C][C]0.0195528453551914[/C][C]0.0097764226775957[/C][/ROW]
[ROW][C]56[/C][C]0.987763805184033[/C][C]0.0244723896319333[/C][C]0.0122361948159666[/C][/ROW]
[ROW][C]57[/C][C]0.984980607302448[/C][C]0.0300387853951036[/C][C]0.0150193926975518[/C][/ROW]
[ROW][C]58[/C][C]0.99644266806446[/C][C]0.00711466387107964[/C][C]0.00355733193553982[/C][/ROW]
[ROW][C]59[/C][C]0.995411478108432[/C][C]0.00917704378313604[/C][C]0.00458852189156802[/C][/ROW]
[ROW][C]60[/C][C]0.993969157052586[/C][C]0.0120616858948284[/C][C]0.00603084294741422[/C][/ROW]
[ROW][C]61[/C][C]0.992877557322593[/C][C]0.014244885354814[/C][C]0.007122442677407[/C][/ROW]
[ROW][C]62[/C][C]0.991419022799988[/C][C]0.0171619544000246[/C][C]0.0085809772000123[/C][/ROW]
[ROW][C]63[/C][C]0.998455853822371[/C][C]0.00308829235525803[/C][C]0.00154414617762901[/C][/ROW]
[ROW][C]64[/C][C]0.997985851543075[/C][C]0.00402829691384956[/C][C]0.00201414845692478[/C][/ROW]
[ROW][C]65[/C][C]0.997425915305296[/C][C]0.00514816938940895[/C][C]0.00257408469470448[/C][/ROW]
[ROW][C]66[/C][C]0.996841208307128[/C][C]0.00631758338574341[/C][C]0.0031587916928717[/C][/ROW]
[ROW][C]67[/C][C]0.996079641144077[/C][C]0.00784071771184604[/C][C]0.00392035885592302[/C][/ROW]
[ROW][C]68[/C][C]0.995293569280023[/C][C]0.00941286143995376[/C][C]0.00470643071997688[/C][/ROW]
[ROW][C]69[/C][C]0.994984982662894[/C][C]0.0100300346742121[/C][C]0.00501501733710606[/C][/ROW]
[ROW][C]70[/C][C]0.993976740288223[/C][C]0.0120465194235535[/C][C]0.00602325971177673[/C][/ROW]
[ROW][C]71[/C][C]0.993548327022061[/C][C]0.0129033459558783[/C][C]0.00645167297793916[/C][/ROW]
[ROW][C]72[/C][C]0.993662121002168[/C][C]0.0126757579956632[/C][C]0.00633787899783158[/C][/ROW]
[ROW][C]73[/C][C]0.991879930309274[/C][C]0.0162401393814512[/C][C]0.00812006969072562[/C][/ROW]
[ROW][C]74[/C][C]0.992283882893693[/C][C]0.0154322342126135[/C][C]0.00771611710630676[/C][/ROW]
[ROW][C]75[/C][C]0.990085033697634[/C][C]0.0198299326047324[/C][C]0.00991496630236622[/C][/ROW]
[ROW][C]76[/C][C]0.992004370122013[/C][C]0.0159912597559749[/C][C]0.00799562987798743[/C][/ROW]
[ROW][C]77[/C][C]0.998373417639351[/C][C]0.00325316472129892[/C][C]0.00162658236064946[/C][/ROW]
[ROW][C]78[/C][C]0.997905261392733[/C][C]0.00418947721453457[/C][C]0.00209473860726728[/C][/ROW]
[ROW][C]79[/C][C]0.997295805745332[/C][C]0.00540838850933671[/C][C]0.00270419425466836[/C][/ROW]
[ROW][C]80[/C][C]0.996446047716362[/C][C]0.00710790456727601[/C][C]0.00355395228363801[/C][/ROW]
[ROW][C]81[/C][C]0.995468600089373[/C][C]0.00906279982125423[/C][C]0.00453139991062711[/C][/ROW]
[ROW][C]82[/C][C]0.997526565124683[/C][C]0.00494686975063427[/C][C]0.00247343487531714[/C][/ROW]
[ROW][C]83[/C][C]0.997192483511405[/C][C]0.00561503297719042[/C][C]0.00280751648859521[/C][/ROW]
[ROW][C]84[/C][C]0.996993723347741[/C][C]0.00601255330451788[/C][C]0.00300627665225894[/C][/ROW]
[ROW][C]85[/C][C]0.998225801559782[/C][C]0.0035483968804362[/C][C]0.0017741984402181[/C][/ROW]
[ROW][C]86[/C][C]0.998945129534412[/C][C]0.00210974093117706[/C][C]0.00105487046558853[/C][/ROW]
[ROW][C]87[/C][C]0.998628335875753[/C][C]0.00274332824849483[/C][C]0.00137166412424741[/C][/ROW]
[ROW][C]88[/C][C]0.998216268017769[/C][C]0.00356746396446156[/C][C]0.00178373198223078[/C][/ROW]
[ROW][C]89[/C][C]0.999281727726059[/C][C]0.00143654454788273[/C][C]0.000718272273941367[/C][/ROW]
[ROW][C]90[/C][C]0.999210248386982[/C][C]0.00157950322603578[/C][C]0.000789751613017892[/C][/ROW]
[ROW][C]91[/C][C]0.999092634351992[/C][C]0.00181473129601527[/C][C]0.000907365648007635[/C][/ROW]
[ROW][C]92[/C][C]0.998959375145095[/C][C]0.00208124970980947[/C][C]0.00104062485490474[/C][/ROW]
[ROW][C]93[/C][C]0.998809535827141[/C][C]0.00238092834571889[/C][C]0.00119046417285944[/C][/ROW]
[ROW][C]94[/C][C]0.998919308497915[/C][C]0.00216138300417036[/C][C]0.00108069150208518[/C][/ROW]
[ROW][C]95[/C][C]0.99855678360924[/C][C]0.00288643278151934[/C][C]0.00144321639075967[/C][/ROW]
[ROW][C]96[/C][C]0.999821147774053[/C][C]0.000357704451894512[/C][C]0.000178852225947256[/C][/ROW]
[ROW][C]97[/C][C]0.999804653730883[/C][C]0.000390692538233241[/C][C]0.00019534626911662[/C][/ROW]
[ROW][C]98[/C][C]0.999991755547706[/C][C]1.6488904587919e-05[/C][C]8.24445229395948e-06[/C][/ROW]
[ROW][C]99[/C][C]0.999991073665973[/C][C]1.78526680532177e-05[/C][C]8.92633402660884e-06[/C][/ROW]
[ROW][C]100[/C][C]0.999995557894823[/C][C]8.88421035309541e-06[/C][C]4.4421051765477e-06[/C][/ROW]
[ROW][C]101[/C][C]0.99999407854805[/C][C]1.18429038993933e-05[/C][C]5.92145194969667e-06[/C][/ROW]
[ROW][C]102[/C][C]0.999991738393864[/C][C]1.65232122713523e-05[/C][C]8.26160613567613e-06[/C][/ROW]
[ROW][C]103[/C][C]0.999995378515902[/C][C]9.24296819576573e-06[/C][C]4.62148409788287e-06[/C][/ROW]
[ROW][C]104[/C][C]0.999994122620027[/C][C]1.17547599455421e-05[/C][C]5.87737997277106e-06[/C][/ROW]
[ROW][C]105[/C][C]0.99999264598155[/C][C]1.47080368996064e-05[/C][C]7.35401844980321e-06[/C][/ROW]
[ROW][C]106[/C][C]0.999993355258194[/C][C]1.32894836114861e-05[/C][C]6.64474180574303e-06[/C][/ROW]
[ROW][C]107[/C][C]0.999990381191708[/C][C]1.92376165839932e-05[/C][C]9.61880829199659e-06[/C][/ROW]
[ROW][C]108[/C][C]0.999987101634797[/C][C]2.57967304050393e-05[/C][C]1.28983652025196e-05[/C][/ROW]
[ROW][C]109[/C][C]0.999987222339456[/C][C]2.55553210875035e-05[/C][C]1.27776605437517e-05[/C][/ROW]
[ROW][C]110[/C][C]0.999981737756523[/C][C]3.65244869549497e-05[/C][C]1.82622434774748e-05[/C][/ROW]
[ROW][C]111[/C][C]0.999976484579966[/C][C]4.7030840068385e-05[/C][C]2.35154200341925e-05[/C][/ROW]
[ROW][C]112[/C][C]0.999967717555072[/C][C]6.45648898569748e-05[/C][C]3.22824449284874e-05[/C][/ROW]
[ROW][C]113[/C][C]0.99996598014679[/C][C]6.80397064192078e-05[/C][C]3.40198532096039e-05[/C][/ROW]
[ROW][C]114[/C][C]0.9999517258777[/C][C]9.65482446005548e-05[/C][C]4.82741223002774e-05[/C][/ROW]
[ROW][C]115[/C][C]0.9999429376876[/C][C]0.000114124624800138[/C][C]5.70623124000689e-05[/C][/ROW]
[ROW][C]116[/C][C]0.999928064906997[/C][C]0.00014387018600647[/C][C]7.19350930032348e-05[/C][/ROW]
[ROW][C]117[/C][C]0.999927655066204[/C][C]0.000144689867591688[/C][C]7.2344933795844e-05[/C][/ROW]
[ROW][C]118[/C][C]0.99998433668624[/C][C]3.13266275206973e-05[/C][C]1.56633137603486e-05[/C][/ROW]
[ROW][C]119[/C][C]0.999990746375602[/C][C]1.85072487967977e-05[/C][C]9.25362439839886e-06[/C][/ROW]
[ROW][C]120[/C][C]0.999987065274005[/C][C]2.58694519900409e-05[/C][C]1.29347259950204e-05[/C][/ROW]
[ROW][C]121[/C][C]0.99998133774869[/C][C]3.7324502620385e-05[/C][C]1.86622513101925e-05[/C][/ROW]
[ROW][C]122[/C][C]0.999974189349229[/C][C]5.16213015422913e-05[/C][C]2.58106507711456e-05[/C][/ROW]
[ROW][C]123[/C][C]0.999967529246493[/C][C]6.49415070134378e-05[/C][C]3.24707535067189e-05[/C][/ROW]
[ROW][C]124[/C][C]0.999998117910795[/C][C]3.76417840935437e-06[/C][C]1.88208920467719e-06[/C][/ROW]
[ROW][C]125[/C][C]0.999998164469263[/C][C]3.6710614737023e-06[/C][C]1.83553073685115e-06[/C][/ROW]
[ROW][C]126[/C][C]0.999997298301266[/C][C]5.40339746756391e-06[/C][C]2.70169873378195e-06[/C][/ROW]
[ROW][C]127[/C][C]0.99999608956325[/C][C]7.82087349974056e-06[/C][C]3.91043674987028e-06[/C][/ROW]
[ROW][C]128[/C][C]0.999996371556565[/C][C]7.2568868698501e-06[/C][C]3.62844343492505e-06[/C][/ROW]
[ROW][C]129[/C][C]0.999995935919721[/C][C]8.12816055879389e-06[/C][C]4.06408027939695e-06[/C][/ROW]
[ROW][C]130[/C][C]0.999994197386684[/C][C]1.16052266316975e-05[/C][C]5.80261331584876e-06[/C][/ROW]
[ROW][C]131[/C][C]0.999991540361923[/C][C]1.69192761547586e-05[/C][C]8.45963807737932e-06[/C][/ROW]
[ROW][C]132[/C][C]0.999995314169383[/C][C]9.37166123299e-06[/C][C]4.685830616495e-06[/C][/ROW]
[ROW][C]133[/C][C]0.999993270551095[/C][C]1.34588978096956e-05[/C][C]6.72944890484781e-06[/C][/ROW]
[ROW][C]134[/C][C]0.999991093830726[/C][C]1.7812338546963e-05[/C][C]8.90616927348151e-06[/C][/ROW]
[ROW][C]135[/C][C]0.99999101060204[/C][C]1.79787959201393e-05[/C][C]8.98939796006967e-06[/C][/ROW]
[ROW][C]136[/C][C]0.999996682169404[/C][C]6.63566119268661e-06[/C][C]3.31783059634331e-06[/C][/ROW]
[ROW][C]137[/C][C]0.9999950859289[/C][C]9.82814220015187e-06[/C][C]4.91407110007593e-06[/C][/ROW]
[ROW][C]138[/C][C]0.999995094497695[/C][C]9.81100461036743e-06[/C][C]4.90550230518372e-06[/C][/ROW]
[ROW][C]139[/C][C]0.999995791783407[/C][C]8.41643318514027e-06[/C][C]4.20821659257014e-06[/C][/ROW]
[ROW][C]140[/C][C]0.999994604418985[/C][C]1.07911620300443e-05[/C][C]5.39558101502213e-06[/C][/ROW]
[ROW][C]141[/C][C]0.999992268918529[/C][C]1.54621629418744e-05[/C][C]7.73108147093719e-06[/C][/ROW]
[ROW][C]142[/C][C]0.999989065750155[/C][C]2.18684996903979e-05[/C][C]1.09342498451989e-05[/C][/ROW]
[ROW][C]143[/C][C]0.999987425786094[/C][C]2.51484278127344e-05[/C][C]1.25742139063672e-05[/C][/ROW]
[ROW][C]144[/C][C]0.999985189119383[/C][C]2.96217612342497e-05[/C][C]1.48108806171249e-05[/C][/ROW]
[ROW][C]145[/C][C]0.999979875064752[/C][C]4.02498704956065e-05[/C][C]2.01249352478032e-05[/C][/ROW]
[ROW][C]146[/C][C]0.999972780489181[/C][C]5.44390216374491e-05[/C][C]2.72195108187246e-05[/C][/ROW]
[ROW][C]147[/C][C]0.999966348573307[/C][C]6.73028533863127e-05[/C][C]3.36514266931564e-05[/C][/ROW]
[ROW][C]148[/C][C]0.999960295491177[/C][C]7.94090176449523e-05[/C][C]3.97045088224761e-05[/C][/ROW]
[ROW][C]149[/C][C]0.999945343387865[/C][C]0.000109313224269597[/C][C]5.46566121347983e-05[/C][/ROW]
[ROW][C]150[/C][C]0.999925552577454[/C][C]0.000148894845092138[/C][C]7.44474225460689e-05[/C][/ROW]
[ROW][C]151[/C][C]0.999916481568968[/C][C]0.000167036862064396[/C][C]8.35184310321978e-05[/C][/ROW]
[ROW][C]152[/C][C]0.999882945271763[/C][C]0.000234109456474791[/C][C]0.000117054728237395[/C][/ROW]
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[ROW][C]160[/C][C]0.999688648074889[/C][C]0.000622703850222642[/C][C]0.000311351925111321[/C][/ROW]
[ROW][C]161[/C][C]0.99997711697508[/C][C]4.5766049840453e-05[/C][C]2.28830249202265e-05[/C][/ROW]
[ROW][C]162[/C][C]0.999981796052332[/C][C]3.64078953356399e-05[/C][C]1.82039476678199e-05[/C][/ROW]
[ROW][C]163[/C][C]0.999974875441656[/C][C]5.02491166879775e-05[/C][C]2.51245583439887e-05[/C][/ROW]
[ROW][C]164[/C][C]0.999989051524641[/C][C]2.18969507186559e-05[/C][C]1.09484753593279e-05[/C][/ROW]
[ROW][C]165[/C][C]0.999984032255359[/C][C]3.19354892823138e-05[/C][C]1.59677446411569e-05[/C][/ROW]
[ROW][C]166[/C][C]0.999977602477469[/C][C]4.4795045061725e-05[/C][C]2.23975225308625e-05[/C][/ROW]
[ROW][C]167[/C][C]0.999968393233975[/C][C]6.3213532049293e-05[/C][C]3.16067660246465e-05[/C][/ROW]
[ROW][C]168[/C][C]0.999961150670047[/C][C]7.76986599058061e-05[/C][C]3.8849329952903e-05[/C][/ROW]
[ROW][C]169[/C][C]0.999944501382952[/C][C]0.000110997234096528[/C][C]5.54986170482641e-05[/C][/ROW]
[ROW][C]170[/C][C]0.999998746516347[/C][C]2.50696730513774e-06[/C][C]1.25348365256887e-06[/C][/ROW]
[ROW][C]171[/C][C]0.999999952699379[/C][C]9.46012411881957e-08[/C][C]4.73006205940978e-08[/C][/ROW]
[ROW][C]172[/C][C]0.999999933446322[/C][C]1.33107356021673e-07[/C][C]6.65536780108367e-08[/C][/ROW]
[ROW][C]173[/C][C]0.9999999782685[/C][C]4.3463000738633e-08[/C][C]2.17315003693165e-08[/C][/ROW]
[ROW][C]174[/C][C]0.999999975456632[/C][C]4.90867365563389e-08[/C][C]2.45433682781694e-08[/C][/ROW]
[ROW][C]175[/C][C]0.999999999999582[/C][C]8.36773942978008e-13[/C][C]4.18386971489004e-13[/C][/ROW]
[ROW][C]176[/C][C]0.999999999999888[/C][C]2.23706231533717e-13[/C][C]1.11853115766859e-13[/C][/ROW]
[ROW][C]177[/C][C]0.99999999999981[/C][C]3.80487893368631e-13[/C][C]1.90243946684315e-13[/C][/ROW]
[ROW][C]178[/C][C]0.999999999999653[/C][C]6.93434897732659e-13[/C][C]3.4671744886633e-13[/C][/ROW]
[ROW][C]179[/C][C]0.999999999999938[/C][C]1.23982529073909e-13[/C][C]6.19912645369547e-14[/C][/ROW]
[ROW][C]180[/C][C]0.999999999999943[/C][C]1.14111334689007e-13[/C][C]5.70556673445036e-14[/C][/ROW]
[ROW][C]181[/C][C]0.999999999999883[/C][C]2.33070753030257e-13[/C][C]1.16535376515128e-13[/C][/ROW]
[ROW][C]182[/C][C]0.999999999999955[/C][C]8.93727754700695e-14[/C][C]4.46863877350347e-14[/C][/ROW]
[ROW][C]183[/C][C]0.999999999999909[/C][C]1.81294913253834e-13[/C][C]9.06474566269169e-14[/C][/ROW]
[ROW][C]184[/C][C]0.999999999999912[/C][C]1.75091147568104e-13[/C][C]8.75455737840522e-14[/C][/ROW]
[ROW][C]185[/C][C]0.999999999999962[/C][C]7.55964968191921e-14[/C][C]3.7798248409596e-14[/C][/ROW]
[ROW][C]186[/C][C]0.999999999999937[/C][C]1.25809070121539e-13[/C][C]6.29045350607695e-14[/C][/ROW]
[ROW][C]187[/C][C]0.999999999999874[/C][C]2.52953951056958e-13[/C][C]1.26476975528479e-13[/C][/ROW]
[ROW][C]188[/C][C]0.99999999999974[/C][C]5.19572724299373e-13[/C][C]2.59786362149687e-13[/C][/ROW]
[ROW][C]189[/C][C]0.999999999999802[/C][C]3.95938097861318e-13[/C][C]1.97969048930659e-13[/C][/ROW]
[ROW][C]190[/C][C]0.999999999999691[/C][C]6.1749878527936e-13[/C][C]3.0874939263968e-13[/C][/ROW]
[ROW][C]191[/C][C]0.999999999999469[/C][C]1.06210464999024e-12[/C][C]5.3105232499512e-13[/C][/ROW]
[ROW][C]192[/C][C]0.999999999999399[/C][C]1.20149890916272e-12[/C][C]6.00749454581358e-13[/C][/ROW]
[ROW][C]193[/C][C]0.999999999998822[/C][C]2.35553146303364e-12[/C][C]1.17776573151682e-12[/C][/ROW]
[ROW][C]194[/C][C]0.99999999999792[/C][C]4.16058744647731e-12[/C][C]2.08029372323866e-12[/C][/ROW]
[ROW][C]195[/C][C]0.999999999995811[/C][C]8.37863237131535e-12[/C][C]4.18931618565767e-12[/C][/ROW]
[ROW][C]196[/C][C]0.999999999992458[/C][C]1.50832024502687e-11[/C][C]7.54160122513436e-12[/C][/ROW]
[ROW][C]197[/C][C]0.999999999985249[/C][C]2.95023379693936e-11[/C][C]1.47511689846968e-11[/C][/ROW]
[ROW][C]198[/C][C]0.999999999978721[/C][C]4.25583502095454e-11[/C][C]2.12791751047727e-11[/C][/ROW]
[ROW][C]199[/C][C]0.999999999958408[/C][C]8.31843424704397e-11[/C][C]4.15921712352199e-11[/C][/ROW]
[ROW][C]200[/C][C]0.999999999941969[/C][C]1.16062847760138e-10[/C][C]5.80314238800692e-11[/C][/ROW]
[ROW][C]201[/C][C]0.999999999887596[/C][C]2.24808516423651e-10[/C][C]1.12404258211826e-10[/C][/ROW]
[ROW][C]202[/C][C]0.99999999982337[/C][C]3.532602669649e-10[/C][C]1.7663013348245e-10[/C][/ROW]
[ROW][C]203[/C][C]0.999999999876256[/C][C]2.47487923997679e-10[/C][C]1.2374396199884e-10[/C][/ROW]
[ROW][C]204[/C][C]0.99999999981714[/C][C]3.65720605143025e-10[/C][C]1.82860302571513e-10[/C][/ROW]
[ROW][C]205[/C][C]0.99999999966026[/C][C]6.79480524527535e-10[/C][C]3.39740262263768e-10[/C][/ROW]
[ROW][C]206[/C][C]0.999999999474381[/C][C]1.05123867886282e-09[/C][C]5.25619339431412e-10[/C][/ROW]
[ROW][C]207[/C][C]0.999999999001346[/C][C]1.99730847431772e-09[/C][C]9.98654237158862e-10[/C][/ROW]
[ROW][C]208[/C][C]0.999999999990828[/C][C]1.83433221428792e-11[/C][C]9.17166107143962e-12[/C][/ROW]
[ROW][C]209[/C][C]0.999999999996562[/C][C]6.87556276302458e-12[/C][C]3.43778138151229e-12[/C][/ROW]
[ROW][C]210[/C][C]0.999999999995934[/C][C]8.13095510434563e-12[/C][C]4.06547755217282e-12[/C][/ROW]
[ROW][C]211[/C][C]0.999999999995905[/C][C]8.19054473463582e-12[/C][C]4.09527236731791e-12[/C][/ROW]
[ROW][C]212[/C][C]0.999999999996588[/C][C]6.8231096204718e-12[/C][C]3.4115548102359e-12[/C][/ROW]
[ROW][C]213[/C][C]0.999999999994511[/C][C]1.09784837330751e-11[/C][C]5.48924186653756e-12[/C][/ROW]
[ROW][C]214[/C][C]0.999999999988322[/C][C]2.33551285765462e-11[/C][C]1.16775642882731e-11[/C][/ROW]
[ROW][C]215[/C][C]0.999999999979166[/C][C]4.16689672331889e-11[/C][C]2.08344836165945e-11[/C][/ROW]
[ROW][C]216[/C][C]0.999999999957915[/C][C]8.41690817494393e-11[/C][C]4.20845408747197e-11[/C][/ROW]
[ROW][C]217[/C][C]0.999999999916202[/C][C]1.67595897969534e-10[/C][C]8.37979489847668e-11[/C][/ROW]
[ROW][C]218[/C][C]0.999999999840818[/C][C]3.18363598695478e-10[/C][C]1.59181799347739e-10[/C][/ROW]
[ROW][C]219[/C][C]0.999999999682761[/C][C]6.34477818980884e-10[/C][C]3.17238909490442e-10[/C][/ROW]
[ROW][C]220[/C][C]0.999999999526344[/C][C]9.47312388453012e-10[/C][C]4.73656194226506e-10[/C][/ROW]
[ROW][C]221[/C][C]0.999999999099138[/C][C]1.80172313992786e-09[/C][C]9.00861569963929e-10[/C][/ROW]
[ROW][C]222[/C][C]0.99999999816666[/C][C]3.66668044327171e-09[/C][C]1.83334022163585e-09[/C][/ROW]
[ROW][C]223[/C][C]0.999999996412526[/C][C]7.17494793304286e-09[/C][C]3.58747396652143e-09[/C][/ROW]
[ROW][C]224[/C][C]0.999999993568176[/C][C]1.28636474756275e-08[/C][C]6.43182373781375e-09[/C][/ROW]
[ROW][C]225[/C][C]0.999999990001158[/C][C]1.99976846382303e-08[/C][C]9.99884231911516e-09[/C][/ROW]
[ROW][C]226[/C][C]0.999999998656914[/C][C]2.68617188688919e-09[/C][C]1.34308594344459e-09[/C][/ROW]
[ROW][C]227[/C][C]0.999999997494944[/C][C]5.01011209389981e-09[/C][C]2.5050560469499e-09[/C][/ROW]
[ROW][C]228[/C][C]0.999999996799596[/C][C]6.40080801249479e-09[/C][C]3.2004040062474e-09[/C][/ROW]
[ROW][C]229[/C][C]0.999999993786282[/C][C]1.24274356725926e-08[/C][C]6.21371783629628e-09[/C][/ROW]
[ROW][C]230[/C][C]0.999999997112846[/C][C]5.77430832739599e-09[/C][C]2.887154163698e-09[/C][/ROW]
[ROW][C]231[/C][C]0.999999995432493[/C][C]9.1350143251171e-09[/C][C]4.56750716255855e-09[/C][/ROW]
[ROW][C]232[/C][C]0.999999990676378[/C][C]1.86472439448051e-08[/C][C]9.32362197240257e-09[/C][/ROW]
[ROW][C]233[/C][C]0.999999981043051[/C][C]3.7913898544012e-08[/C][C]1.8956949272006e-08[/C][/ROW]
[ROW][C]234[/C][C]0.999999971949408[/C][C]5.61011837478658e-08[/C][C]2.80505918739329e-08[/C][/ROW]
[ROW][C]235[/C][C]0.999999971402625[/C][C]5.71947503413068e-08[/C][C]2.85973751706534e-08[/C][/ROW]
[ROW][C]236[/C][C]0.999999972456891[/C][C]5.50862175939619e-08[/C][C]2.7543108796981e-08[/C][/ROW]
[ROW][C]237[/C][C]0.999999999579624[/C][C]8.40751730668558e-10[/C][C]4.20375865334279e-10[/C][/ROW]
[ROW][C]238[/C][C]0.999999999387312[/C][C]1.22537528053987e-09[/C][C]6.12687640269933e-10[/C][/ROW]
[ROW][C]239[/C][C]0.999999998591493[/C][C]2.8170134322873e-09[/C][C]1.40850671614365e-09[/C][/ROW]
[ROW][C]240[/C][C]0.999999998608623[/C][C]2.782753161151e-09[/C][C]1.3913765805755e-09[/C][/ROW]
[ROW][C]241[/C][C]0.99999999741062[/C][C]5.17876074883336e-09[/C][C]2.58938037441668e-09[/C][/ROW]
[ROW][C]242[/C][C]0.999999998852947[/C][C]2.29410678052001e-09[/C][C]1.14705339026e-09[/C][/ROW]
[ROW][C]243[/C][C]0.999999998512574[/C][C]2.97485137363838e-09[/C][C]1.48742568681919e-09[/C][/ROW]
[ROW][C]244[/C][C]0.999999997628054[/C][C]4.7438915244358e-09[/C][C]2.3719457622179e-09[/C][/ROW]
[ROW][C]245[/C][C]0.99999999442009[/C][C]1.11598203837648e-08[/C][C]5.57991019188241e-09[/C][/ROW]
[ROW][C]246[/C][C]0.999999986880264[/C][C]2.62394712269778e-08[/C][C]1.31197356134889e-08[/C][/ROW]
[ROW][C]247[/C][C]0.999999971494169[/C][C]5.70116625643646e-08[/C][C]2.85058312821823e-08[/C][/ROW]
[ROW][C]248[/C][C]0.999999952648004[/C][C]9.47039918933168e-08[/C][C]4.73519959466584e-08[/C][/ROW]
[ROW][C]249[/C][C]0.999999936234707[/C][C]1.27530586239869e-07[/C][C]6.37652931199346e-08[/C][/ROW]
[ROW][C]250[/C][C]0.999999892783967[/C][C]2.14432065925707e-07[/C][C]1.07216032962853e-07[/C][/ROW]
[ROW][C]251[/C][C]0.999999992794746[/C][C]1.44105074236417e-08[/C][C]7.20525371182085e-09[/C][/ROW]
[ROW][C]252[/C][C]0.99999998164437[/C][C]3.67112590627185e-08[/C][C]1.83556295313592e-08[/C][/ROW]
[ROW][C]253[/C][C]0.999999960944176[/C][C]7.81116483696221e-08[/C][C]3.9055824184811e-08[/C][/ROW]
[ROW][C]254[/C][C]0.999999972081039[/C][C]5.58379220528992e-08[/C][C]2.79189610264496e-08[/C][/ROW]
[ROW][C]255[/C][C]0.999999953876759[/C][C]9.22464812263181e-08[/C][C]4.6123240613159e-08[/C][/ROW]
[ROW][C]256[/C][C]0.999999882981125[/C][C]2.34037750585358e-07[/C][C]1.17018875292679e-07[/C][/ROW]
[ROW][C]257[/C][C]0.999999937525685[/C][C]1.2494863068825e-07[/C][C]6.2474315344125e-08[/C][/ROW]
[ROW][C]258[/C][C]0.999999883903858[/C][C]2.32192283868292e-07[/C][C]1.16096141934146e-07[/C][/ROW]
[ROW][C]259[/C][C]0.999999700610315[/C][C]5.98779370469481e-07[/C][C]2.99389685234741e-07[/C][/ROW]
[ROW][C]260[/C][C]0.999999377331486[/C][C]1.24533702878462e-06[/C][C]6.22668514392311e-07[/C][/ROW]
[ROW][C]261[/C][C]0.999999160706574[/C][C]1.67858685278741e-06[/C][C]8.39293426393704e-07[/C][/ROW]
[ROW][C]262[/C][C]0.999998025349229[/C][C]3.94930154139544e-06[/C][C]1.97465077069772e-06[/C][/ROW]
[ROW][C]263[/C][C]0.999995095874726[/C][C]9.80825054891039e-06[/C][C]4.90412527445519e-06[/C][/ROW]
[ROW][C]264[/C][C]0.999994806813965[/C][C]1.03863720697107e-05[/C][C]5.19318603485534e-06[/C][/ROW]
[ROW][C]265[/C][C]0.999991772223722[/C][C]1.6455552556011e-05[/C][C]8.22777627800549e-06[/C][/ROW]
[ROW][C]266[/C][C]0.999979130279724[/C][C]4.17394405512385e-05[/C][C]2.08697202756193e-05[/C][/ROW]
[ROW][C]267[/C][C]0.999973344934372[/C][C]5.33101312561049e-05[/C][C]2.66550656280524e-05[/C][/ROW]
[ROW][C]268[/C][C]0.999950581283032[/C][C]9.88374339349817e-05[/C][C]4.94187169674909e-05[/C][/ROW]
[ROW][C]269[/C][C]0.999986916037067[/C][C]2.61679258662609e-05[/C][C]1.30839629331304e-05[/C][/ROW]
[ROW][C]270[/C][C]0.99998115205841[/C][C]3.76958831793098e-05[/C][C]1.88479415896549e-05[/C][/ROW]
[ROW][C]271[/C][C]0.999994407664468[/C][C]1.11846710640389e-05[/C][C]5.59233553201946e-06[/C][/ROW]
[ROW][C]272[/C][C]0.999981046938862[/C][C]3.79061222754834e-05[/C][C]1.89530611377417e-05[/C][/ROW]
[ROW][C]273[/C][C]0.999948267310079[/C][C]0.000103465379841313[/C][C]5.17326899206563e-05[/C][/ROW]
[ROW][C]274[/C][C]0.999881597817808[/C][C]0.000236804364383988[/C][C]0.000118402182191994[/C][/ROW]
[ROW][C]275[/C][C]0.999625034254246[/C][C]0.00074993149150896[/C][C]0.00037496574575448[/C][/ROW]
[ROW][C]276[/C][C]0.999530612792153[/C][C]0.000938774415694408[/C][C]0.000469387207847204[/C][/ROW]
[ROW][C]277[/C][C]0.998553071588648[/C][C]0.00289385682270446[/C][C]0.00144692841135223[/C][/ROW]
[ROW][C]278[/C][C]0.998387799547294[/C][C]0.00322440090541257[/C][C]0.00161220045270628[/C][/ROW]
[ROW][C]279[/C][C]0.99461132579882[/C][C]0.0107773484023595[/C][C]0.00538867420117975[/C][/ROW]
[ROW][C]280[/C][C]0.993298898635495[/C][C]0.0134022027290102[/C][C]0.0067011013645051[/C][/ROW]
[ROW][C]281[/C][C]0.976970396973371[/C][C]0.046059206053259[/C][C]0.0230296030266295[/C][/ROW]
[ROW][C]282[/C][C]0.937095758409343[/C][C]0.125808483181313[/C][C]0.0629042415906566[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156255&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156255&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-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
70.963327294949550.07334541010090010.0366727050504501
80.9257278718093110.1485442563813780.0742721281906888
90.8768804216105590.2462391567788810.123119578389441
100.8200440941594070.3599118116811870.179955905840593
110.7383029616453960.5233940767092070.261697038354604
120.8112905141448760.3774189717102490.188709485855124
130.7594717167886730.4810565664226540.240528283211327
140.6868834633467380.6262330733065230.313116536653262
150.620081660266080.759836679467840.37991833973392
160.5574093087869630.8851813824260740.442590691213037
170.4975217038845390.9950434077690770.502478296115461
180.4600968266524660.9201936533049320.539903173347534
190.4376140686085450.8752281372170890.562385931391455
200.612053406771480.775893186457040.38794659322852
210.6763611645409590.6472776709180820.323638835459041
220.6224309468283390.7551381063433230.377569053171661
230.9700738786147570.05985224277048560.0299261213852428
240.9581349330267860.08373013394642860.0418650669732143
250.9710654300221950.05786913995561030.0289345699778052
260.9904115224052270.01917695518954540.00958847759477271
270.9861806974085970.02763860518280550.0138193025914027
280.9827730935470080.03445381290598350.0172269064529917
290.9761683969191160.04766320616176880.0238316030808844
300.9675974782796420.06480504344071680.0324025217203584
310.9570187269243380.08596254615132390.0429812730756619
320.9441225344322650.1117549311354690.0558774655677346
330.9387014419795250.1225971160409510.0612985580204755
340.922338355504210.1553232889915790.0776616444957897
350.919341296166350.1613174076672990.0806587038336496
360.9272756436790660.1454487126418670.0727243563209337
370.9087922202359250.182415559528150.0912077797640751
380.9046413027178890.1907173945642210.0953586972821107
390.9805305419886440.03893891602271120.0194694580113556
400.977520857102780.04495828579443990.02247914289722
410.9707514236099740.0584971527800520.029248576390026
420.962226178988650.07554764202270060.0377738210113503
430.9535637455238040.09287250895239170.0464362544761958
440.9528895152924720.09422096941505510.0471104847075275
450.9493446724478090.1013106551043820.0506553275521909
460.936997072360070.126005855279860.0630029276399298
470.9299415605036360.1401168789927280.070058439496364
480.914287699481440.171424601037120.0857123005185601
490.8971647607724370.2056704784551250.102835239227563
500.8797055793766480.2405888412467040.120294420623352
510.9940340652235080.01193186955298460.00596593477649228
520.9921492897966910.01570142040661790.00785071020330896
530.9916068228895130.01678635422097340.00839317711048669
540.9889502946426250.02209941071475070.0110497053573754
550.9902235773224040.01955284535519140.0097764226775957
560.9877638051840330.02447238963193330.0122361948159666
570.9849806073024480.03003878539510360.0150193926975518
580.996442668064460.007114663871079640.00355733193553982
590.9954114781084320.009177043783136040.00458852189156802
600.9939691570525860.01206168589482840.00603084294741422
610.9928775573225930.0142448853548140.007122442677407
620.9914190227999880.01716195440002460.0085809772000123
630.9984558538223710.003088292355258030.00154414617762901
640.9979858515430750.004028296913849560.00201414845692478
650.9974259153052960.005148169389408950.00257408469470448
660.9968412083071280.006317583385743410.0031587916928717
670.9960796411440770.007840717711846040.00392035885592302
680.9952935692800230.009412861439953760.00470643071997688
690.9949849826628940.01003003467421210.00501501733710606
700.9939767402882230.01204651942355350.00602325971177673
710.9935483270220610.01290334595587830.00645167297793916
720.9936621210021680.01267575799566320.00633787899783158
730.9918799303092740.01624013938145120.00812006969072562
740.9922838828936930.01543223421261350.00771611710630676
750.9900850336976340.01982993260473240.00991496630236622
760.9920043701220130.01599125975597490.00799562987798743
770.9983734176393510.003253164721298920.00162658236064946
780.9979052613927330.004189477214534570.00209473860726728
790.9972958057453320.005408388509336710.00270419425466836
800.9964460477163620.007107904567276010.00355395228363801
810.9954686000893730.009062799821254230.00453139991062711
820.9975265651246830.004946869750634270.00247343487531714
830.9971924835114050.005615032977190420.00280751648859521
840.9969937233477410.006012553304517880.00300627665225894
850.9982258015597820.00354839688043620.0017741984402181
860.9989451295344120.002109740931177060.00105487046558853
870.9986283358757530.002743328248494830.00137166412424741
880.9982162680177690.003567463964461560.00178373198223078
890.9992817277260590.001436544547882730.000718272273941367
900.9992102483869820.001579503226035780.000789751613017892
910.9990926343519920.001814731296015270.000907365648007635
920.9989593751450950.002081249709809470.00104062485490474
930.9988095358271410.002380928345718890.00119046417285944
940.9989193084979150.002161383004170360.00108069150208518
950.998556783609240.002886432781519340.00144321639075967
960.9998211477740530.0003577044518945120.000178852225947256
970.9998046537308830.0003906925382332410.00019534626911662
980.9999917555477061.6488904587919e-058.24445229395948e-06
990.9999910736659731.78526680532177e-058.92633402660884e-06
1000.9999955578948238.88421035309541e-064.4421051765477e-06
1010.999994078548051.18429038993933e-055.92145194969667e-06
1020.9999917383938641.65232122713523e-058.26160613567613e-06
1030.9999953785159029.24296819576573e-064.62148409788287e-06
1040.9999941226200271.17547599455421e-055.87737997277106e-06
1050.999992645981551.47080368996064e-057.35401844980321e-06
1060.9999933552581941.32894836114861e-056.64474180574303e-06
1070.9999903811917081.92376165839932e-059.61880829199659e-06
1080.9999871016347972.57967304050393e-051.28983652025196e-05
1090.9999872223394562.55553210875035e-051.27776605437517e-05
1100.9999817377565233.65244869549497e-051.82622434774748e-05
1110.9999764845799664.7030840068385e-052.35154200341925e-05
1120.9999677175550726.45648898569748e-053.22824449284874e-05
1130.999965980146796.80397064192078e-053.40198532096039e-05
1140.99995172587779.65482446005548e-054.82741223002774e-05
1150.99994293768760.0001141246248001385.70623124000689e-05
1160.9999280649069970.000143870186006477.19350930032348e-05
1170.9999276550662040.0001446898675916887.2344933795844e-05
1180.999984336686243.13266275206973e-051.56633137603486e-05
1190.9999907463756021.85072487967977e-059.25362439839886e-06
1200.9999870652740052.58694519900409e-051.29347259950204e-05
1210.999981337748693.7324502620385e-051.86622513101925e-05
1220.9999741893492295.16213015422913e-052.58106507711456e-05
1230.9999675292464936.49415070134378e-053.24707535067189e-05
1240.9999981179107953.76417840935437e-061.88208920467719e-06
1250.9999981644692633.6710614737023e-061.83553073685115e-06
1260.9999972983012665.40339746756391e-062.70169873378195e-06
1270.999996089563257.82087349974056e-063.91043674987028e-06
1280.9999963715565657.2568868698501e-063.62844343492505e-06
1290.9999959359197218.12816055879389e-064.06408027939695e-06
1300.9999941973866841.16052266316975e-055.80261331584876e-06
1310.9999915403619231.69192761547586e-058.45963807737932e-06
1320.9999953141693839.37166123299e-064.685830616495e-06
1330.9999932705510951.34588978096956e-056.72944890484781e-06
1340.9999910938307261.7812338546963e-058.90616927348151e-06
1350.999991010602041.79787959201393e-058.98939796006967e-06
1360.9999966821694046.63566119268661e-063.31783059634331e-06
1370.99999508592899.82814220015187e-064.91407110007593e-06
1380.9999950944976959.81100461036743e-064.90550230518372e-06
1390.9999957917834078.41643318514027e-064.20821659257014e-06
1400.9999946044189851.07911620300443e-055.39558101502213e-06
1410.9999922689185291.54621629418744e-057.73108147093719e-06
1420.9999890657501552.18684996903979e-051.09342498451989e-05
1430.9999874257860942.51484278127344e-051.25742139063672e-05
1440.9999851891193832.96217612342497e-051.48108806171249e-05
1450.9999798750647524.02498704956065e-052.01249352478032e-05
1460.9999727804891815.44390216374491e-052.72195108187246e-05
1470.9999663485733076.73028533863127e-053.36514266931564e-05
1480.9999602954911777.94090176449523e-053.97045088224761e-05
1490.9999453433878650.0001093132242695975.46566121347983e-05
1500.9999255525774540.0001488948450921387.44474225460689e-05
1510.9999164815689680.0001670368620643968.35184310321978e-05
1520.9998829452717630.0002341094564747910.000117054728237395
1530.9998371737818970.000325652436205920.00016282621810296
1540.9998808479524430.0002383040951142570.000119152047557129
1550.9998417333698770.0003165332602453150.000158266630122657
1560.9997894892641690.0004210214716618550.000210510735830928
1570.9997111239686050.0005777520627901430.000288876031395072
1580.9996440140622240.000711971875552930.000355985937776465
1590.9996270089821270.0007459820357459470.000372991017872973
1600.9996886480748890.0006227038502226420.000311351925111321
1610.999977116975084.5766049840453e-052.28830249202265e-05
1620.9999817960523323.64078953356399e-051.82039476678199e-05
1630.9999748754416565.02491166879775e-052.51245583439887e-05
1640.9999890515246412.18969507186559e-051.09484753593279e-05
1650.9999840322553593.19354892823138e-051.59677446411569e-05
1660.9999776024774694.4795045061725e-052.23975225308625e-05
1670.9999683932339756.3213532049293e-053.16067660246465e-05
1680.9999611506700477.76986599058061e-053.8849329952903e-05
1690.9999445013829520.0001109972340965285.54986170482641e-05
1700.9999987465163472.50696730513774e-061.25348365256887e-06
1710.9999999526993799.46012411881957e-084.73006205940978e-08
1720.9999999334463221.33107356021673e-076.65536780108367e-08
1730.99999997826854.3463000738633e-082.17315003693165e-08
1740.9999999754566324.90867365563389e-082.45433682781694e-08
1750.9999999999995828.36773942978008e-134.18386971489004e-13
1760.9999999999998882.23706231533717e-131.11853115766859e-13
1770.999999999999813.80487893368631e-131.90243946684315e-13
1780.9999999999996536.93434897732659e-133.4671744886633e-13
1790.9999999999999381.23982529073909e-136.19912645369547e-14
1800.9999999999999431.14111334689007e-135.70556673445036e-14
1810.9999999999998832.33070753030257e-131.16535376515128e-13
1820.9999999999999558.93727754700695e-144.46863877350347e-14
1830.9999999999999091.81294913253834e-139.06474566269169e-14
1840.9999999999999121.75091147568104e-138.75455737840522e-14
1850.9999999999999627.55964968191921e-143.7798248409596e-14
1860.9999999999999371.25809070121539e-136.29045350607695e-14
1870.9999999999998742.52953951056958e-131.26476975528479e-13
1880.999999999999745.19572724299373e-132.59786362149687e-13
1890.9999999999998023.95938097861318e-131.97969048930659e-13
1900.9999999999996916.1749878527936e-133.0874939263968e-13
1910.9999999999994691.06210464999024e-125.3105232499512e-13
1920.9999999999993991.20149890916272e-126.00749454581358e-13
1930.9999999999988222.35553146303364e-121.17776573151682e-12
1940.999999999997924.16058744647731e-122.08029372323866e-12
1950.9999999999958118.37863237131535e-124.18931618565767e-12
1960.9999999999924581.50832024502687e-117.54160122513436e-12
1970.9999999999852492.95023379693936e-111.47511689846968e-11
1980.9999999999787214.25583502095454e-112.12791751047727e-11
1990.9999999999584088.31843424704397e-114.15921712352199e-11
2000.9999999999419691.16062847760138e-105.80314238800692e-11
2010.9999999998875962.24808516423651e-101.12404258211826e-10
2020.999999999823373.532602669649e-101.7663013348245e-10
2030.9999999998762562.47487923997679e-101.2374396199884e-10
2040.999999999817143.65720605143025e-101.82860302571513e-10
2050.999999999660266.79480524527535e-103.39740262263768e-10
2060.9999999994743811.05123867886282e-095.25619339431412e-10
2070.9999999990013461.99730847431772e-099.98654237158862e-10
2080.9999999999908281.83433221428792e-119.17166107143962e-12
2090.9999999999965626.87556276302458e-123.43778138151229e-12
2100.9999999999959348.13095510434563e-124.06547755217282e-12
2110.9999999999959058.19054473463582e-124.09527236731791e-12
2120.9999999999965886.8231096204718e-123.4115548102359e-12
2130.9999999999945111.09784837330751e-115.48924186653756e-12
2140.9999999999883222.33551285765462e-111.16775642882731e-11
2150.9999999999791664.16689672331889e-112.08344836165945e-11
2160.9999999999579158.41690817494393e-114.20845408747197e-11
2170.9999999999162021.67595897969534e-108.37979489847668e-11
2180.9999999998408183.18363598695478e-101.59181799347739e-10
2190.9999999996827616.34477818980884e-103.17238909490442e-10
2200.9999999995263449.47312388453012e-104.73656194226506e-10
2210.9999999990991381.80172313992786e-099.00861569963929e-10
2220.999999998166663.66668044327171e-091.83334022163585e-09
2230.9999999964125267.17494793304286e-093.58747396652143e-09
2240.9999999935681761.28636474756275e-086.43182373781375e-09
2250.9999999900011581.99976846382303e-089.99884231911516e-09
2260.9999999986569142.68617188688919e-091.34308594344459e-09
2270.9999999974949445.01011209389981e-092.5050560469499e-09
2280.9999999967995966.40080801249479e-093.2004040062474e-09
2290.9999999937862821.24274356725926e-086.21371783629628e-09
2300.9999999971128465.77430832739599e-092.887154163698e-09
2310.9999999954324939.1350143251171e-094.56750716255855e-09
2320.9999999906763781.86472439448051e-089.32362197240257e-09
2330.9999999810430513.7913898544012e-081.8956949272006e-08
2340.9999999719494085.61011837478658e-082.80505918739329e-08
2350.9999999714026255.71947503413068e-082.85973751706534e-08
2360.9999999724568915.50862175939619e-082.7543108796981e-08
2370.9999999995796248.40751730668558e-104.20375865334279e-10
2380.9999999993873121.22537528053987e-096.12687640269933e-10
2390.9999999985914932.8170134322873e-091.40850671614365e-09
2400.9999999986086232.782753161151e-091.3913765805755e-09
2410.999999997410625.17876074883336e-092.58938037441668e-09
2420.9999999988529472.29410678052001e-091.14705339026e-09
2430.9999999985125742.97485137363838e-091.48742568681919e-09
2440.9999999976280544.7438915244358e-092.3719457622179e-09
2450.999999994420091.11598203837648e-085.57991019188241e-09
2460.9999999868802642.62394712269778e-081.31197356134889e-08
2470.9999999714941695.70116625643646e-082.85058312821823e-08
2480.9999999526480049.47039918933168e-084.73519959466584e-08
2490.9999999362347071.27530586239869e-076.37652931199346e-08
2500.9999998927839672.14432065925707e-071.07216032962853e-07
2510.9999999927947461.44105074236417e-087.20525371182085e-09
2520.999999981644373.67112590627185e-081.83556295313592e-08
2530.9999999609441767.81116483696221e-083.9055824184811e-08
2540.9999999720810395.58379220528992e-082.79189610264496e-08
2550.9999999538767599.22464812263181e-084.6123240613159e-08
2560.9999998829811252.34037750585358e-071.17018875292679e-07
2570.9999999375256851.2494863068825e-076.2474315344125e-08
2580.9999998839038582.32192283868292e-071.16096141934146e-07
2590.9999997006103155.98779370469481e-072.99389685234741e-07
2600.9999993773314861.24533702878462e-066.22668514392311e-07
2610.9999991607065741.67858685278741e-068.39293426393704e-07
2620.9999980253492293.94930154139544e-061.97465077069772e-06
2630.9999950958747269.80825054891039e-064.90412527445519e-06
2640.9999948068139651.03863720697107e-055.19318603485534e-06
2650.9999917722237221.6455552556011e-058.22777627800549e-06
2660.9999791302797244.17394405512385e-052.08697202756193e-05
2670.9999733449343725.33101312561049e-052.66550656280524e-05
2680.9999505812830329.88374339349817e-054.94187169674909e-05
2690.9999869160370672.61679258662609e-051.30839629331304e-05
2700.999981152058413.76958831793098e-051.88479415896549e-05
2710.9999944076644681.11846710640389e-055.59233553201946e-06
2720.9999810469388623.79061222754834e-051.89530611377417e-05
2730.9999482673100790.0001034653798413135.17326899206563e-05
2740.9998815978178080.0002368043643839880.000118402182191994
2750.9996250342542460.000749931491508960.00037496574575448
2760.9995306127921530.0009387744156944080.000469387207847204
2770.9985530715886480.002893856822704460.00144692841135223
2780.9983877995472940.003224400905412570.00161220045270628
2790.994611325798820.01077734840235950.00538867420117975
2800.9932988986354950.01340220272901020.0067011013645051
2810.9769703969733710.0460592060532590.0230296030266295
2820.9370957584093430.1258084831813130.0629042415906566







Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level2100.760869565217391NOK
5% type I error level2370.858695652173913NOK
10% type I error level2470.894927536231884NOK

\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 & 210 & 0.760869565217391 & NOK \tabularnewline
5% type I error level & 237 & 0.858695652173913 & NOK \tabularnewline
10% type I error level & 247 & 0.894927536231884 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156255&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]210[/C][C]0.760869565217391[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]237[/C][C]0.858695652173913[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]247[/C][C]0.894927536231884[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156255&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156255&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 testsOK/NOK
1% type I error level2100.760869565217391NOK
5% type I error level2370.858695652173913NOK
10% type I error level2470.894927536231884NOK



Parameters (Session):
par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;
Parameters (R input):
par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;
R code (references can be found in the software module):
library(lattice)
library(lmtest)
n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
par1 <- as.numeric(par1)
x <- t(y)
k <- length(x[1,])
n <- length(x[,1])
x1 <- cbind(x[,par1], x[,1:k!=par1])
mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
colnames(x1) <- mycolnames #colnames(x)[par1]
x <- x1
if (par3 == 'First Differences'){
x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
for (i in 1:n-1) {
for (j in 1:k) {
x2[i,j] <- x[i+1,j] - x[i,j]
}
}
x <- x2
}
if (par2 == 'Include Monthly Dummies'){
x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
for (i in 1:11){
x2[seq(i,n,12),i] <- 1
}
x <- cbind(x, x2)
}
if (par2 == 'Include Quarterly Dummies'){
x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
for (i in 1:3){
x2[seq(i,n,4),i] <- 1
}
x <- cbind(x, x2)
}
k <- length(x[1,])
if (par3 == 'Linear Trend'){
x <- cbind(x, c(1:n))
colnames(x)[k+1] <- 't'
}
x
k <- length(x[1,])
df <- as.data.frame(x)
(mylm <- lm(df))
(mysum <- summary(mylm))
if (n > n25) {
kp3 <- k + 3
nmkm3 <- n - k - 3
gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
numgqtests <- 0
numsignificant1 <- 0
numsignificant5 <- 0
numsignificant10 <- 0
for (mypoint in kp3:nmkm3) {
j <- 0
numgqtests <- numgqtests + 1
for (myalt in c('greater', 'two.sided', 'less')) {
j <- j + 1
gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
}
if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
}
gqarr
}
bitmap(file='test0.png')
plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
points(x[,1]-mysum$resid)
grid()
dev.off()
bitmap(file='test1.png')
plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
grid()
dev.off()
bitmap(file='test2.png')
hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
grid()
dev.off()
bitmap(file='test3.png')
densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
dev.off()
bitmap(file='test4.png')
qqnorm(mysum$resid, main='Residual Normal Q-Q Plot')
qqline(mysum$resid)
grid()
dev.off()
(myerror <- as.ts(mysum$resid))
bitmap(file='test5.png')
dum <- cbind(lag(myerror,k=1),myerror)
dum
dum1 <- dum[2:length(myerror),]
dum1
z <- as.data.frame(dum1)
z
plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
lines(lowess(z))
abline(lm(z))
grid()
dev.off()
bitmap(file='test6.png')
acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
grid()
dev.off()
bitmap(file='test7.png')
pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
grid()
dev.off()
bitmap(file='test8.png')
opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
plot(mylm, las = 1, sub='Residual Diagnostics')
par(opar)
dev.off()
if (n > n25) {
bitmap(file='test9.png')
plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
grid()
dev.off()
}
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
a<-table.row.end(a)
myeq <- colnames(x)[1]
myeq <- paste(myeq, '[t] = ', sep='')
for (i in 1:k){
if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
if (rownames(mysum$coefficients)[i] != '(Intercept)') {
myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
}
}
myeq <- paste(myeq, ' + e[t]')
a<-table.row.start(a)
a<-table.element(a, myeq)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,hyperlink('ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Variable',header=TRUE)
a<-table.element(a,'Parameter',header=TRUE)
a<-table.element(a,'S.D.',header=TRUE)
a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
a<-table.element(a,'2-tail p-value',header=TRUE)
a<-table.element(a,'1-tail p-value',header=TRUE)
a<-table.row.end(a)
for (i in 1:k){
a<-table.row.start(a)
a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
a<-table.element(a,mysum$coefficients[i,1])
a<-table.element(a, round(mysum$coefficients[i,2],6))
a<-table.element(a, round(mysum$coefficients[i,3],4))
a<-table.element(a, round(mysum$coefficients[i,4],6))
a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Multiple R',1,TRUE)
a<-table.element(a, sqrt(mysum$r.squared))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'R-squared',1,TRUE)
a<-table.element(a, mysum$r.squared)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Adjusted R-squared',1,TRUE)
a<-table.element(a, mysum$adj.r.squared)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (value)',1,TRUE)
a<-table.element(a, mysum$fstatistic[1])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
a<-table.element(a, mysum$fstatistic[2])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
a<-table.element(a, mysum$fstatistic[3])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'p-value',1,TRUE)
a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
a<-table.element(a, mysum$sigma)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
a<-table.element(a, sum(myerror*myerror))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Time or Index', 1, TRUE)
a<-table.element(a, 'Actuals', 1, TRUE)
a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
a<-table.row.end(a)
for (i in 1:n) {
a<-table.row.start(a)
a<-table.element(a,i, 1, TRUE)
a<-table.element(a,x[i])
a<-table.element(a,x[i]-mysum$resid[i])
a<-table.element(a,mysum$resid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable4.tab')
if (n > n25) {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-values',header=TRUE)
a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'breakpoint index',header=TRUE)
a<-table.element(a,'greater',header=TRUE)
a<-table.element(a,'2-sided',header=TRUE)
a<-table.element(a,'less',header=TRUE)
a<-table.row.end(a)
for (mypoint in kp3:nmkm3) {
a<-table.row.start(a)
a<-table.element(a,mypoint,header=TRUE)
a<-table.element(a,gqarr[mypoint-kp3+1,1])
a<-table.element(a,gqarr[mypoint-kp3+1,2])
a<-table.element(a,gqarr[mypoint-kp3+1,3])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable5.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Description',header=TRUE)
a<-table.element(a,'# significant tests',header=TRUE)
a<-table.element(a,'% significant tests',header=TRUE)
a<-table.element(a,'OK/NOK',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'1% type I error level',header=TRUE)
a<-table.element(a,numsignificant1)
a<-table.element(a,numsignificant1/numgqtests)
if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'5% type I error level',header=TRUE)
a<-table.element(a,numsignificant5)
a<-table.element(a,numsignificant5/numgqtests)
if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'10% type I error level',header=TRUE)
a<-table.element(a,numsignificant10)
a<-table.element(a,numsignificant10/numgqtests)
if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable6.tab')
}