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Description of Statistical Computation

Author's title

Author*Unverified author*
R Software Modulerwasp_multipleregression.wasp
Title produced by softwareMultiple Regression
Date of computationFri, 15 Feb 2008 19:30:37 -0700
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2008/Feb/16/t12031291166k6mlw0pdt2b6mv.htm/, Retrieved Tue, 14 May 2024 00:01:10 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=8232, Retrieved Tue, 14 May 2024 00:01:10 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact253

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Multiple Regression] [Viskosität] [2008-02-16 02:30:37] [d41d8cd98f00b204e9800998ecf8427e] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
2	990	40	760.00
2	990	30	389.00
2	990	20	201.00
2	2100	50	987.00
2	2100	40	517.00
2	2100	30	272.00
2	2100	20	144.00
5	500	20	141.00
5	500	30	266.00
5	500	40	504.00
5	500	50	960.00
5	2100	20	72.30
5	2100	30	128.00
5	2100	40	229.00
5	2100	50	413.00
5	2100	60	748.00
7	120	40	795.00
7	120	20	209.00
7	990	60	833.00
7	990	40	252.00
7	990	30	140.00
7	990	20	78.40
10	200	20	128.00
10	200	30	236.00
10	200	40	466.00
10	200	50	844.00
10	500	20	84.20
10	500	40	274.00
10	500	50	501.00
10	500	60	918.00
10	985	20	61.50
10	985	40	189.00
10	985	60	601.00
10	985	70	1076.00
10	990	20	60.00
10	990	40	184.00
10	990	60	580.00
10	990	70	1038.00
10	2100	20	42.90
10	2100	40	124.00
10	2100	60	369.00
10	2100	70	640.00
20	990	80	841.00
20	990	60	287.00
20	990	40	99.70
20	990	20	35.70
40	200	60	400.00
40	200	40	133.00
40	200	20	45.60
50	110	20	50.50
50	110	40	150.00
50	110	50	262.00
50	110	60	460.00
50	110	70	810.00
50	120	20	48.60
50	120	40	143.00
50	120	50	249.00
50	120	60	436.00
50	120	70	766.00
50	500	20	25.40
50	500	40	66.70
50	500	50	109.00
50	500	70	299.00
50	500	90	830.00
50	985	20	18.50
50	985	40	45.80
50	985	60	117.00
50	985	80	304.00
50	985	100	801.00
50	990	20	18.10
50	990	40	44.50
50	990	60	113.00
50	990	80	292.00
50	990	100	766.00
50	2100	20	12.90
50	2100	40	29.90
50	2100	70	111.00
50	2100	90	272.00
50	2100	120	1061.00
75	200	90	1007.00
75	200	75	461.00
75	200	60	212.00
75	200	20	28.60
100	105	20	30.90
100	105	40	84.10
100	105	60	236.00
100	105	80	673.00
100	985	20	11.10
100	985	40	25.00
100	985	60	58.70
100	985	80	137.00
100	985	100	327.00
100	985	120	790.00
100	990	20	10.80
100	990	40	24.20
100	990	65	69.00
100	990	90	202.00
100	990	120	752.00
100	2100	20	7.81
100	2100	40	16.50
100	2100	70	52.90
100	2100	90	118.00
100	2100	120	399.00
110	500	110	798.00
110	500	90	317.00
110	500	60	80.90
110	500	40	33.40
110	500	30	21.70
110	500	20	14.20
150	200	90	435.00
150	200	60	105.00
150	200	40	41.90
150	200	20	17.20
180	2100	20	5.17
180	2100	40	10.10
180	2100	60	20.30
180	2100	80	41.30
180	2100	100	85.40
180	2100	120	179.00
250	105	20	15.80
250	105	40	37.80
250	105	60	93.40
250	105	80	236.00
250	105	100	603.00
250	120	20	14.80
250	120	40	35.20
250	120	60	86.00
250	120	80	215.00
250	120	100	544.00
250	985	40	11.40
250	985	60	23.20
250	985	80	48.20
250	985	100	102.00
250	985	120	217.00
300	200	20	10.30
300	200	40	22.90
300	200	60	52.10
300	200	80	121.00
300	200	100	287.00
300	200	120	683.00
300	500	25	8.11
300	500	40	14.00
300	500	50	20.20
300	500	70	43.00
300	500	100	138.00
300	500	120	304.00
300	990	20	4.89
300	990	40	9.51
300	990	60	16.80
300	990	90	54.20
300	990	120	161.00
500	20	20	19.70
500	20	40	49.23
500	20	60	127.00
500	20	80	334.00
500	20	100	890.00
500	46	20	13.70
500	46	40	31.90
500	46	60	76.80
500	46	80	189.00
500	46	100	471.00
500	105	20	9.46
500	105	40	20.70
500	105	60	46.30
500	105	80	106.00
500	105	100	247.00
500	105	120	579.00
500	120	40	19.20
500	120	60	42.70
500	120	80	96.70
500	120	100	222.00
500	120	120	515.00
500	200	20	7.07
500	200	40	14.70
500	200	60	31.10
500	200	80	67.40
500	200	100	148.00
500	200	120	329.00
500	985	40	3.51
500	985	60	6.46
500	985	80	22.80
500	985	100	43.60
500	985	120	84.50
670	990	120	55.90
670	500	95	25.80
670	990	70	12.10
670	990	40	5.03
670	990	20	2.83
700	500	20	3.68
700	500	40	6.83
700	500	80	24.50
700	500	100	47.40
700	500	120	92.80
700	985	20	2.80
700	985	40	4.92
700	985	60	8.92
700	985	80	16.20
700	985	100	29.70
700	985	120	55.00
1000	20	20	11.90
1000	20	40	27.00
1000	20	60	63.20
1000	20	80	151.00
1000	20	100	367.00
1000	20	120	896.00
1000	46	40	17.50
1000	46	60	38.20
1000	46	80	85.00
1000	46	100	193.00
1000	46	120	440.00
1000	105	20	5.68
1000	105	40	11.30
1000	105	60	23.10
1000	105	80	47.90
1000	105	100	101.00
1000	105	120	215.00
1000	120	20	5.35
1000	120	40	10.60
1000	120	60	21.30
1000	120	80	43.60
1000	120	100	90.80
1000	120	120	191.00
1000	200	20	4.26
1000	200	40	8.08
1000	200	60	15.60
1000	200	80	30.60
1000	200	100	61.00
1000	200	120	123.00
1500	46	20	6.92
1500	46	40	14.30
1500	46	60	30.20
1500	46	80	65.10
1500	46	100	143.00
1500	46	120	315.00
1500	500	20	2.58
1500	500	40	4.51
1500	500	60	7.97
1500	500	90	19.10
1500	500	120	46.80
1700	500	120	44.50
1700	500	95	21.20
1700	500	70	10.20
1700	500	40	4.37
1700	500	20	2.51
2000	46	20	6.14
2000	46	40	12.40
2000	46	60	25.60
2000	46	80	54.00
2000	46	100	115.00
2000	46	120	250.00
2000	105	20	4.31
2000	105	40	8.20
2000	105	50	11.40
2000	105	70	22.20
2000	105	90	44.00
2000	200	20	3.31
2000	200	40	6.04
2000	200	60	11.10
2000	200	80	20.80
2000	200	100	39.50
2000	200	120	75.70
2500	20	20	8.00
2500	20	40	17.00
2500	20	60	36.80
2500	20	80	81.70
2500	20	100	184.00
2500	20	120	418.00
2500	120	20	3.75
2500	120	40	6.98
2500	120	60	13.20
2500	120	80	25.20
2500	120	100	49.00
2500	120	120	96.10
3000	46	120	180.00
3000	46	100	86.30
3000	46	80	41.70
3000	46	60	20.40
3000	46	40	10.20
3000	46	20	5.19
3500	200	120	54.80
3500	200	100	29.60
3500	200	80	16.10
3500	200	60	8.90
3500	200	40	4.97
3500	200	20	2.80
5000	20	20	5.97
5000	20	40	12.00
5000	20	70	35.60
5000	20	90	75.30
5000	20	120	236.00
5000	46	20	4.24
5000	46	40	8.05
5000	46	60	15.50
5000	46	80	30.40
5000	46	100	60.60
5000	46	120	122.00
5000	105	20	3.11
5000	105	40	5.62
5000	105	60	10.30
5000	105	80	19.00
5000	105	100	35.50
5000	105	120	67.20
5000	120	20	2.98
5000	120	40	5.34
5000	120	60	9.67
5000	120	80	17.70
5000	120	100	32.90
5000	120	120	61.80
10000	20	20	4.50
10000	20	40	8.62
10000	20	70	23.60
10000	20	90	47.20
10000	20	120	137.00
10000	46	20	3.30
10000	46	40	6.00
10000	46	60	11.10
10000	46	80	20.70
10000	46	100	39.20
10000	46	120	75.00
20000	20	120	82.40
20000	20	100	42.70
20000	20	80	22.30
20000	20	60	11.80
20000	20	40	6.37
20000	20	20	3.46
35000	20	120	58.50
35000	20	100	31.30
35000	20	80	17.00
35000	20	60	9.30
35000	20	40	5.16
35000	20	20	2.90
40	200	70	698.00
40	200	50	230.00

Tables (Output of Computation)





Summary of compuational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time12 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135

\begin{tabular}{lllllllll}
\hline
Summary of compuational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 12 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ 72.249.127.135 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=8232&T=0

[TABLE]
[ROW][C]Summary of compuational 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]12 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ 72.249.127.135[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=8232&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=8232&T=0

As an alternative you can also use a QR Code:  
QR Code


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

Summary of compuational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time12 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135






Multiple Linear Regression - Estimated Regression Equation
Ergebnis [t] = + 0.420818243142633 -0.00854984625152386U[t] + 0.0560030435963667nD[t] + 2.4335602121075T[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
Ergebnis
[t] =  +  0.420818243142633 -0.00854984625152386U[t] +  0.0560030435963667nD[t] +  2.4335602121075T[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=8232&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]Ergebnis
[t] =  +  0.420818243142633 -0.00854984625152386U[t] +  0.0560030435963667nD[t] +  2.4335602121075T[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=8232&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=8232&T=1

As an alternative you can also use a QR Code:  
QR Code


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

Multiple Linear Regression - Estimated Regression Equation
Ergebnis [t] = + 0.420818243142633 -0.00854984625152386U[t] + 0.0560030435963667nD[t] + 2.4335602121075T[t] + e[t]






Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STATH0: parameter = 02-tail p-value1-tail p-value
(Intercept)0.42081824314263329.940.01410.9887940.494397
U-0.008549846251523860.002306-3.70710.0002460.000123
nD0.05600304359636670.0209752.670.0079610.00398
T2.43356021210750.3761276.4700

\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) & 0.420818243142633 & 29.94 & 0.0141 & 0.988794 & 0.494397 \tabularnewline
U & -0.00854984625152386 & 0.002306 & -3.7071 & 0.000246 & 0.000123 \tabularnewline
nD & 0.0560030435963667 & 0.020975 & 2.67 & 0.007961 & 0.00398 \tabularnewline
T & 2.4335602121075 & 0.376127 & 6.47 & 0 & 0 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=8232&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]0.420818243142633[/C][C]29.94[/C][C]0.0141[/C][C]0.988794[/C][C]0.494397[/C][/ROW]
[ROW][C]U[/C][C]-0.00854984625152386[/C][C]0.002306[/C][C]-3.7071[/C][C]0.000246[/C][C]0.000123[/C][/ROW]
[ROW][C]nD[/C][C]0.0560030435963667[/C][C]0.020975[/C][C]2.67[/C][C]0.007961[/C][C]0.00398[/C][/ROW]
[ROW][C]T[/C][C]2.4335602121075[/C][C]0.376127[/C][C]6.47[/C][C]0[/C][C]0[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=8232&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=8232&T=2

As an alternative you can also use a QR Code:  
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)0.42081824314263329.940.01410.9887940.494397
U-0.008549846251523860.002306-3.70710.0002460.000123
nD0.05600304359636670.0209752.670.0079610.00398
T2.43356021210750.3761276.4700






Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolationForecastResidualsPrediction Error
1760153.189140195334606.810859804666
2389128.853538074268260.146461925732
3201104.51793595319296.4820640468077
4987239.688120708387747.311879291613
5517215.352518587309301.647481412691
6272191.01691646623480.9830835337659
7144166.681314345159-22.6813143451590
814177.050795052217763.9492049477823
9266101.386397173293164.613602826707
10504125.721999294368378.278000705632
11960150.057601415443809.942398584557
1272.3166.655664806405-94.3556648064045
13128190.991266927480-62.9912669274796
14229215.32686904855513.6731309514454
15413239.662471169630173.337528830370
16748263.998073290705484.001926709295
17795104.423743035246690.576256964754
1820955.7525387930953153.247461206905
19833201.817595206235631.182404793765
20252153.14639096408498.8536090359155
21140128.81078884300911.1892111569906
2278.4104.475186721934-26.0751867219344
2312860.207132742050167.7928672579499
2423684.5427348631251151.457265136875
25466108.878336984200357.1216630158
26844133.213939105275710.786060894725
2784.277.00804582096017.19195417903991
28274125.679250063110148.320749936890
29501150.014852184185350.985147815815
30918174.350454305260743.64954569474
3161.5104.169521965198-42.6695219651980
32189152.84072620734836.1592737926519
33601201.511930449498399.488069550502
341076225.847532570573850.152467429427
3560104.449537183180-44.4495371831798
36184153.1207414253330.8792585746701
37580201.79194566748378.20805433252
381038226.127547788555811.872452211445
3942.9166.612915575147-123.712915575147
40124215.284119817297-91.284119817297
41369263.955324059447105.044675940553
42640288.290926180522351.709073819478
43841250.377651447115590.622348552885
44287201.70644720496585.2935527950352
4599.7153.035242962815-53.3352429628147
4635.7104.364038720665-68.6640387206645
47400157.293045838805242.706954161195
48133108.62184159665424.3781584033455
4945.659.9506373545044-14.3506373545044
5050.554.8248649683161-4.32486496831611
51150103.49606921046646.5039307895338
52262127.831671331541134.168328668459
53460152.167273452616307.832726547384
54810176.502875573691633.497124426309
5548.655.3848954042798-6.7848954042798
56143104.05609964643038.9439003535701
57249128.391701767505120.608298232495
58436152.72730388858283.27269611142
59766177.062906009655588.937093990345
6025.476.6660519708991-51.2660519708991
6166.7125.337256213049-58.6372562130493
62109149.672858334124-40.6728583341243
63299198.344062576274100.655937423726
64830247.015266818425582.984733181575
6518.5103.827528115137-85.327528115137
6645.8152.498732357287-106.698732357287
67117201.169936599437-84.1699365994372
68304249.84114084158754.1588591584127
69801298.512345083737502.487654916263
7018.1104.107543333119-86.0075433331188
7144.5152.778747575269-108.278747575269
72113201.449951817419-88.449951817419
73292250.12115605956941.8788439404308
74766298.792360301719467.207639698281
7512.9166.270921725086-153.370921725086
7629.9214.942125967236-185.042125967236
77111287.948932330461-176.948932330461
78272336.620136572611-64.6201365726113
791061409.626942935837651.373057064163
801007230.000607583226776.999392416774
81461193.497204401614267.502795598386
82212156.99380122000155.0061987799988
8328.659.651392735701-31.051392735701
8430.954.1173574377581-23.2173574377581
8584.1102.788561679908-18.6885616799082
86236151.45976592205884.5402340779417
87673200.130970164208472.869029835792
8811.1103.400035802561-92.3000358025608
8925152.071240044711-127.071240044711
9058.7200.742444286861-142.042444286861
91137249.413648529011-112.413648529011
92327298.08485277116128.9151472288388
93790346.756057013311443.243942986689
9410.8103.680051020543-92.8800510205426
9524.2152.351255262693-128.151255262693
9669213.190260565380-144.190260565380
97202274.029265868068-72.029265868068
98752347.036072231293404.963927768707
997.81165.843429412510-158.033429412510
10016.5214.514633654660-198.01463365466
10152.9287.521440017885-234.621440017885
102118336.192644260035-218.192644260035
103399409.199450623260-10.1994506232603
104798295.173480285483502.826519714517
105317246.50227604333370.4977239566669
10680.9173.495469680108-92.5954696801079
10733.4124.824265437958-91.4242654379578
10821.7100.488663316883-78.7886633168828
10914.276.1530611958077-61.9530611958077
110435229.359369114362205.640630885638
111105156.352562751137-51.352562751137
11241.9107.681358508987-65.7813585089868
11317.259.0101542668367-41.8101542668367
1145.17165.159441712388-159.989441712388
11510.1213.830645954538-203.730645954538
11620.3262.501850196688-242.201850196688
11741.3311.173054438838-269.873054438838
11885.4359.844258680988-274.444258680988
119179408.515462923138-229.515462923138
12015.852.8348805000295-37.0348805000295
12137.8101.506084742180-63.7060847421796
12293.4150.177288984330-56.7772889843297
123236198.8484932264837.1515067735202
124603247.51969746863355.48030253137
12514.853.674926153975-38.874926153975
12635.2102.346130396125-67.1461303961251
12786151.017334638275-65.0173346382752
128215199.68853888042515.3114611195746
129544248.359743122575295.640256877425
13011.4150.788763106982-139.388763106982
13123.2199.459967349132-176.259967349132
13248.2248.131171591283-199.931171591283
133102296.802375833433-194.802375833433
134217345.473580075583-128.473580075583
13510.357.7276773291082-47.4276773291082
13622.9106.398881571258-83.4988815712582
13752.1155.070085813408-102.970085813408
138121203.741290055558-82.7412900555585
139287252.41249429770934.5875057022914
140683301.083698539859381.916301460141
1418.1186.6963914685557-78.5863914685557
14214123.199794650168-109.199794650168
14320.2147.535396771243-127.335396771243
14443196.206601013393-153.206601013393
145138269.213407376619-131.213407376619
146304317.884611618769-13.8846116187687
1474.89101.970081770238-97.0800817702379
1489.51150.641286012388-141.131286012388
14916.8199.312490254538-182.512490254538
15054.2272.319296617763-218.119296617763
151161345.326102980988-184.326102980988
15219.745.9371602314574-26.2371602314574
15349.2394.6083644736075-45.3783644736075
154127143.279568715758-16.2795687157576
155334191.950772957908142.049227042092
156890240.621977200058649.378022799942
15713.747.3932393649629-33.6932393649629
15831.996.064443607113-64.164443607113
15976.8144.735647849263-67.9356478492631
160189193.406852091413-4.40685209141323
161471242.078056333563228.921943666437
1629.4650.6974189371485-41.2374189371485
16320.799.3686231792987-78.6686231792987
16446.3148.039827421449-101.739827421449
165106196.711031663599-90.7110316635989
166247245.3822359057491.61776409425102
167579294.053440147899284.946559852101
16819.2100.208668833244-81.0086688332442
16942.7148.879873075394-106.179873075394
17096.7197.551077317544-100.851077317544
171222246.222281559694-24.2222815596945
172515294.893485801845220.106514198155
1737.0756.0177080788034-48.9477080788034
17414.7104.688912320953-89.9889123209535
17531.1153.360116563104-122.260116563104
17667.4202.031320805254-134.631320805254
177148250.702525047404-102.702525047404
178329299.37372928955429.6262707104461
1793.51148.651301544101-145.141301544101
1806.46197.322505786251-190.862505786251
18122.8245.993710028402-223.193710028402
18243.6294.664914270552-251.064914270552
18384.5343.336118512702-258.836118512702
18455.9342.162659867925-286.262659867925
18525.8253.882163203017-228.082163203017
18612.1220.484649262549-208.384649262549
1875.03147.477842899324-142.447842899324
1882.8398.806638657174-95.976638657174
1893.6871.1086519074086-67.4286519074086
1906.83119.779856149559-112.949856149559
19124.5217.122264633859-192.622264633859
19247.4265.793468876009-218.393468876009
19392.8314.464673118159-221.664673118159
1942.898.2701280516465-95.4701280516465
1954.92146.941332293797-142.021332293797
1968.92195.612536535947-186.692536535947
19716.2244.283740778097-228.083740778097
19829.7292.954945020247-263.254945020247
19955341.626149262397-286.626149262397
20011.941.6622371056954-29.7622371056954
2012790.3334413478456-63.3334413478456
20263.2139.004645589996-75.8046455899957
203151187.675849832146-36.6758498321458
204367236.347054074296130.652945925704
205896285.018258316446610.981741683554
20617.591.7895204813511-74.2895204813511
20738.2140.460724723501-102.260724723501
20885189.131928965651-104.131928965651
209193237.803133207801-44.8031332078014
210440286.474337449952153.525662550048
2115.6846.4224958113866-40.7424958113866
21211.395.0937000535367-83.7937000535367
21323.1143.764904295687-120.664904295687
21447.9192.436108537837-144.536108537837
215101241.107312779987-140.107312779987
216215289.778517022137-74.7785170221372
2175.3547.2625414653321-41.9125414653321
21810.695.9337457074822-85.3337457074822
21921.3144.604949949632-123.304949949632
22043.6193.276154191782-149.676154191782
22190.8241.947358433933-151.147358433933
222191290.618562676083-99.6185626760827
2234.2651.7427849530415-47.4827849530415
2248.08100.413989195192-92.3339891951915
22515.6149.085193437342-133.485193437342
22630.6197.756397679492-167.156397679492
22761246.427601921642-185.427601921642
228123295.098806163792-172.098806163792
2296.9238.8433931134391-31.9233931134391
23014.387.5145973555891-73.2145973555891
23130.2136.185801597739-105.985801597739
23265.1184.857005839889-119.757005839889
233143233.528210082039-90.5282100820395
234315282.19941432419032.8005856758104
2352.5864.2687749061895-61.6887749061895
2364.51112.939979148340-108.429979148340
2377.97161.611183390490-153.641183390490
23819.1234.617989753715-215.517989753715
23946.8307.62479611694-260.82479611694
24044.5305.914826866635-261.414826866635
24121.2245.075821563948-223.875821563948
24210.2184.23681626126-174.03681626126
2434.37111.230009898035-106.860009898035
2442.5162.5588056558848-60.0488056558848
2456.1434.5684699876771-28.4284699876771
24612.483.2396742298272-70.8396742298272
24725.6131.910878471977-106.310878471977
24854180.582082714127-126.582082714127
249115229.253286956278-114.253286956278
250250277.924491198428-27.9244911984277
2514.3137.8726495598627-33.5626495598627
2528.286.5438538020129-78.3438538020129
25311.4110.879455923088-99.479455923088
25422.2159.550660165238-137.350660165238
25544208.221864407388-164.221864407388
2563.3143.1929387015176-39.8829387015176
2576.0491.8641429436677-85.8241429436677
25811.1140.535347185818-129.435347185818
25920.8189.206551427968-168.406551427968
26039.5237.877755670118-198.377755670118
26175.7286.548959912268-210.848959912268
262828.8374677284096-20.8374677284096
2631777.5086719705597-60.5086719705597
26436.8126.17987621271-89.3798762127099
26581.7174.85108045486-93.15108045486
266184223.52228469701-39.5222846970101
267418272.19348893916145.806511060840
2683.7534.4377720880463-30.6877720880463
2696.9883.1089763301964-76.1289763301964
27013.2131.780180572347-118.580180572347
27125.2180.451384814497-155.251384814497
27249229.122589056647-180.122589056647
27396.1277.793793298797-181.693793298797
274180269.374644946904-89.3746449469038
27586.3220.703440704754-134.403440704754
27641.7172.032236462604-130.332236462604
27720.4123.361032220453-102.961032220453
27810.274.6898279783034-64.4898279783034
2795.1926.0186237361533-20.8286237361533
28054.8273.724190534982-218.924190534982
28129.6225.052986292832-195.452986292832
28216.1176.381782050682-160.281782050682
2838.9127.710577808532-118.810577808532
2844.9779.0393735663819-74.0693735663819
2852.830.3681693242318-27.5681693242318
2865.977.46285209959996-1.49285209959996
2871256.1340563417501-44.1340563417501
28835.6129.140862704975-93.5408627049752
28975.3177.812066947125-102.512066947125
290236250.818873310351-14.8188733103505
2914.248.91893123310547-4.67893123310547
2928.0557.5901354752556-49.5401354752556
29315.5106.261339717406-90.7613397174057
29430.4154.932543959556-124.532543959556
29560.6203.603748201706-143.003748201706
296122252.274952443856-130.274952443856
2973.1112.2231108052911-9.11311080529114
2985.6260.8943150474412-55.2743150474412
29910.3109.565519289591-99.2655192895913
30019158.236723531741-139.236723531741
30135.5206.907927773892-171.407927773892
30267.2255.579132016042-188.379132016042
3032.9813.0631564592367-10.0831564592367
3045.3461.7343607013867-56.3943607013868
3059.67110.405564943537-100.735564943537
30617.7159.076769185687-141.376769185687
30732.9207.747973427837-174.847973427837
30861.8256.419177669987-194.619177669987
3094.5-35.286379158019439.7863791580194
3108.6213.3848250841307-4.76482508413074
31123.686.391631447356-62.7916314473559
31247.2135.062835689506-87.862835689506
313137208.069642052731-71.0696420527312
3143.3-33.830300024513937.1303000245139
315614.8409042176363-8.84090421763626
31611.163.5121084597864-52.4121084597864
31720.7112.183312701937-91.4833127019365
31839.2160.854516944087-121.654516944087
31975209.525721186237-134.525721186237
32082.4122.571179537492-40.1711795374925
32142.773.8999752953424-31.1999752953424
32222.325.2287710531923-2.92877105319228
32311.8-23.442433188957835.2424331889578
3246.37-72.11363743110878.483637431108
3253.46-120.784841673258124.244841673258
32658.5-5.6765142353655264.1765142353655
32731.3-54.347718477515685.6477184775156
32817-103.018922719666120.018922719666
3299.3-151.690126961816160.990126961816
3305.16-200.361331203966205.521331203966
3312.9-249.032535446116251.932535446116
332698181.628647959880516.37135204012
333230132.95744371773097.0425562822705

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 760 & 153.189140195334 & 606.810859804666 \tabularnewline
2 & 389 & 128.853538074268 & 260.146461925732 \tabularnewline
3 & 201 & 104.517935953192 & 96.4820640468077 \tabularnewline
4 & 987 & 239.688120708387 & 747.311879291613 \tabularnewline
5 & 517 & 215.352518587309 & 301.647481412691 \tabularnewline
6 & 272 & 191.016916466234 & 80.9830835337659 \tabularnewline
7 & 144 & 166.681314345159 & -22.6813143451590 \tabularnewline
8 & 141 & 77.0507950522177 & 63.9492049477823 \tabularnewline
9 & 266 & 101.386397173293 & 164.613602826707 \tabularnewline
10 & 504 & 125.721999294368 & 378.278000705632 \tabularnewline
11 & 960 & 150.057601415443 & 809.942398584557 \tabularnewline
12 & 72.3 & 166.655664806405 & -94.3556648064045 \tabularnewline
13 & 128 & 190.991266927480 & -62.9912669274796 \tabularnewline
14 & 229 & 215.326869048555 & 13.6731309514454 \tabularnewline
15 & 413 & 239.662471169630 & 173.337528830370 \tabularnewline
16 & 748 & 263.998073290705 & 484.001926709295 \tabularnewline
17 & 795 & 104.423743035246 & 690.576256964754 \tabularnewline
18 & 209 & 55.7525387930953 & 153.247461206905 \tabularnewline
19 & 833 & 201.817595206235 & 631.182404793765 \tabularnewline
20 & 252 & 153.146390964084 & 98.8536090359155 \tabularnewline
21 & 140 & 128.810788843009 & 11.1892111569906 \tabularnewline
22 & 78.4 & 104.475186721934 & -26.0751867219344 \tabularnewline
23 & 128 & 60.2071327420501 & 67.7928672579499 \tabularnewline
24 & 236 & 84.5427348631251 & 151.457265136875 \tabularnewline
25 & 466 & 108.878336984200 & 357.1216630158 \tabularnewline
26 & 844 & 133.213939105275 & 710.786060894725 \tabularnewline
27 & 84.2 & 77.0080458209601 & 7.19195417903991 \tabularnewline
28 & 274 & 125.679250063110 & 148.320749936890 \tabularnewline
29 & 501 & 150.014852184185 & 350.985147815815 \tabularnewline
30 & 918 & 174.350454305260 & 743.64954569474 \tabularnewline
31 & 61.5 & 104.169521965198 & -42.6695219651980 \tabularnewline
32 & 189 & 152.840726207348 & 36.1592737926519 \tabularnewline
33 & 601 & 201.511930449498 & 399.488069550502 \tabularnewline
34 & 1076 & 225.847532570573 & 850.152467429427 \tabularnewline
35 & 60 & 104.449537183180 & -44.4495371831798 \tabularnewline
36 & 184 & 153.12074142533 & 30.8792585746701 \tabularnewline
37 & 580 & 201.79194566748 & 378.20805433252 \tabularnewline
38 & 1038 & 226.127547788555 & 811.872452211445 \tabularnewline
39 & 42.9 & 166.612915575147 & -123.712915575147 \tabularnewline
40 & 124 & 215.284119817297 & -91.284119817297 \tabularnewline
41 & 369 & 263.955324059447 & 105.044675940553 \tabularnewline
42 & 640 & 288.290926180522 & 351.709073819478 \tabularnewline
43 & 841 & 250.377651447115 & 590.622348552885 \tabularnewline
44 & 287 & 201.706447204965 & 85.2935527950352 \tabularnewline
45 & 99.7 & 153.035242962815 & -53.3352429628147 \tabularnewline
46 & 35.7 & 104.364038720665 & -68.6640387206645 \tabularnewline
47 & 400 & 157.293045838805 & 242.706954161195 \tabularnewline
48 & 133 & 108.621841596654 & 24.3781584033455 \tabularnewline
49 & 45.6 & 59.9506373545044 & -14.3506373545044 \tabularnewline
50 & 50.5 & 54.8248649683161 & -4.32486496831611 \tabularnewline
51 & 150 & 103.496069210466 & 46.5039307895338 \tabularnewline
52 & 262 & 127.831671331541 & 134.168328668459 \tabularnewline
53 & 460 & 152.167273452616 & 307.832726547384 \tabularnewline
54 & 810 & 176.502875573691 & 633.497124426309 \tabularnewline
55 & 48.6 & 55.3848954042798 & -6.7848954042798 \tabularnewline
56 & 143 & 104.056099646430 & 38.9439003535701 \tabularnewline
57 & 249 & 128.391701767505 & 120.608298232495 \tabularnewline
58 & 436 & 152.72730388858 & 283.27269611142 \tabularnewline
59 & 766 & 177.062906009655 & 588.937093990345 \tabularnewline
60 & 25.4 & 76.6660519708991 & -51.2660519708991 \tabularnewline
61 & 66.7 & 125.337256213049 & -58.6372562130493 \tabularnewline
62 & 109 & 149.672858334124 & -40.6728583341243 \tabularnewline
63 & 299 & 198.344062576274 & 100.655937423726 \tabularnewline
64 & 830 & 247.015266818425 & 582.984733181575 \tabularnewline
65 & 18.5 & 103.827528115137 & -85.327528115137 \tabularnewline
66 & 45.8 & 152.498732357287 & -106.698732357287 \tabularnewline
67 & 117 & 201.169936599437 & -84.1699365994372 \tabularnewline
68 & 304 & 249.841140841587 & 54.1588591584127 \tabularnewline
69 & 801 & 298.512345083737 & 502.487654916263 \tabularnewline
70 & 18.1 & 104.107543333119 & -86.0075433331188 \tabularnewline
71 & 44.5 & 152.778747575269 & -108.278747575269 \tabularnewline
72 & 113 & 201.449951817419 & -88.449951817419 \tabularnewline
73 & 292 & 250.121156059569 & 41.8788439404308 \tabularnewline
74 & 766 & 298.792360301719 & 467.207639698281 \tabularnewline
75 & 12.9 & 166.270921725086 & -153.370921725086 \tabularnewline
76 & 29.9 & 214.942125967236 & -185.042125967236 \tabularnewline
77 & 111 & 287.948932330461 & -176.948932330461 \tabularnewline
78 & 272 & 336.620136572611 & -64.6201365726113 \tabularnewline
79 & 1061 & 409.626942935837 & 651.373057064163 \tabularnewline
80 & 1007 & 230.000607583226 & 776.999392416774 \tabularnewline
81 & 461 & 193.497204401614 & 267.502795598386 \tabularnewline
82 & 212 & 156.993801220001 & 55.0061987799988 \tabularnewline
83 & 28.6 & 59.651392735701 & -31.051392735701 \tabularnewline
84 & 30.9 & 54.1173574377581 & -23.2173574377581 \tabularnewline
85 & 84.1 & 102.788561679908 & -18.6885616799082 \tabularnewline
86 & 236 & 151.459765922058 & 84.5402340779417 \tabularnewline
87 & 673 & 200.130970164208 & 472.869029835792 \tabularnewline
88 & 11.1 & 103.400035802561 & -92.3000358025608 \tabularnewline
89 & 25 & 152.071240044711 & -127.071240044711 \tabularnewline
90 & 58.7 & 200.742444286861 & -142.042444286861 \tabularnewline
91 & 137 & 249.413648529011 & -112.413648529011 \tabularnewline
92 & 327 & 298.084852771161 & 28.9151472288388 \tabularnewline
93 & 790 & 346.756057013311 & 443.243942986689 \tabularnewline
94 & 10.8 & 103.680051020543 & -92.8800510205426 \tabularnewline
95 & 24.2 & 152.351255262693 & -128.151255262693 \tabularnewline
96 & 69 & 213.190260565380 & -144.190260565380 \tabularnewline
97 & 202 & 274.029265868068 & -72.029265868068 \tabularnewline
98 & 752 & 347.036072231293 & 404.963927768707 \tabularnewline
99 & 7.81 & 165.843429412510 & -158.033429412510 \tabularnewline
100 & 16.5 & 214.514633654660 & -198.01463365466 \tabularnewline
101 & 52.9 & 287.521440017885 & -234.621440017885 \tabularnewline
102 & 118 & 336.192644260035 & -218.192644260035 \tabularnewline
103 & 399 & 409.199450623260 & -10.1994506232603 \tabularnewline
104 & 798 & 295.173480285483 & 502.826519714517 \tabularnewline
105 & 317 & 246.502276043333 & 70.4977239566669 \tabularnewline
106 & 80.9 & 173.495469680108 & -92.5954696801079 \tabularnewline
107 & 33.4 & 124.824265437958 & -91.4242654379578 \tabularnewline
108 & 21.7 & 100.488663316883 & -78.7886633168828 \tabularnewline
109 & 14.2 & 76.1530611958077 & -61.9530611958077 \tabularnewline
110 & 435 & 229.359369114362 & 205.640630885638 \tabularnewline
111 & 105 & 156.352562751137 & -51.352562751137 \tabularnewline
112 & 41.9 & 107.681358508987 & -65.7813585089868 \tabularnewline
113 & 17.2 & 59.0101542668367 & -41.8101542668367 \tabularnewline
114 & 5.17 & 165.159441712388 & -159.989441712388 \tabularnewline
115 & 10.1 & 213.830645954538 & -203.730645954538 \tabularnewline
116 & 20.3 & 262.501850196688 & -242.201850196688 \tabularnewline
117 & 41.3 & 311.173054438838 & -269.873054438838 \tabularnewline
118 & 85.4 & 359.844258680988 & -274.444258680988 \tabularnewline
119 & 179 & 408.515462923138 & -229.515462923138 \tabularnewline
120 & 15.8 & 52.8348805000295 & -37.0348805000295 \tabularnewline
121 & 37.8 & 101.506084742180 & -63.7060847421796 \tabularnewline
122 & 93.4 & 150.177288984330 & -56.7772889843297 \tabularnewline
123 & 236 & 198.84849322648 & 37.1515067735202 \tabularnewline
124 & 603 & 247.51969746863 & 355.48030253137 \tabularnewline
125 & 14.8 & 53.674926153975 & -38.874926153975 \tabularnewline
126 & 35.2 & 102.346130396125 & -67.1461303961251 \tabularnewline
127 & 86 & 151.017334638275 & -65.0173346382752 \tabularnewline
128 & 215 & 199.688538880425 & 15.3114611195746 \tabularnewline
129 & 544 & 248.359743122575 & 295.640256877425 \tabularnewline
130 & 11.4 & 150.788763106982 & -139.388763106982 \tabularnewline
131 & 23.2 & 199.459967349132 & -176.259967349132 \tabularnewline
132 & 48.2 & 248.131171591283 & -199.931171591283 \tabularnewline
133 & 102 & 296.802375833433 & -194.802375833433 \tabularnewline
134 & 217 & 345.473580075583 & -128.473580075583 \tabularnewline
135 & 10.3 & 57.7276773291082 & -47.4276773291082 \tabularnewline
136 & 22.9 & 106.398881571258 & -83.4988815712582 \tabularnewline
137 & 52.1 & 155.070085813408 & -102.970085813408 \tabularnewline
138 & 121 & 203.741290055558 & -82.7412900555585 \tabularnewline
139 & 287 & 252.412494297709 & 34.5875057022914 \tabularnewline
140 & 683 & 301.083698539859 & 381.916301460141 \tabularnewline
141 & 8.11 & 86.6963914685557 & -78.5863914685557 \tabularnewline
142 & 14 & 123.199794650168 & -109.199794650168 \tabularnewline
143 & 20.2 & 147.535396771243 & -127.335396771243 \tabularnewline
144 & 43 & 196.206601013393 & -153.206601013393 \tabularnewline
145 & 138 & 269.213407376619 & -131.213407376619 \tabularnewline
146 & 304 & 317.884611618769 & -13.8846116187687 \tabularnewline
147 & 4.89 & 101.970081770238 & -97.0800817702379 \tabularnewline
148 & 9.51 & 150.641286012388 & -141.131286012388 \tabularnewline
149 & 16.8 & 199.312490254538 & -182.512490254538 \tabularnewline
150 & 54.2 & 272.319296617763 & -218.119296617763 \tabularnewline
151 & 161 & 345.326102980988 & -184.326102980988 \tabularnewline
152 & 19.7 & 45.9371602314574 & -26.2371602314574 \tabularnewline
153 & 49.23 & 94.6083644736075 & -45.3783644736075 \tabularnewline
154 & 127 & 143.279568715758 & -16.2795687157576 \tabularnewline
155 & 334 & 191.950772957908 & 142.049227042092 \tabularnewline
156 & 890 & 240.621977200058 & 649.378022799942 \tabularnewline
157 & 13.7 & 47.3932393649629 & -33.6932393649629 \tabularnewline
158 & 31.9 & 96.064443607113 & -64.164443607113 \tabularnewline
159 & 76.8 & 144.735647849263 & -67.9356478492631 \tabularnewline
160 & 189 & 193.406852091413 & -4.40685209141323 \tabularnewline
161 & 471 & 242.078056333563 & 228.921943666437 \tabularnewline
162 & 9.46 & 50.6974189371485 & -41.2374189371485 \tabularnewline
163 & 20.7 & 99.3686231792987 & -78.6686231792987 \tabularnewline
164 & 46.3 & 148.039827421449 & -101.739827421449 \tabularnewline
165 & 106 & 196.711031663599 & -90.7110316635989 \tabularnewline
166 & 247 & 245.382235905749 & 1.61776409425102 \tabularnewline
167 & 579 & 294.053440147899 & 284.946559852101 \tabularnewline
168 & 19.2 & 100.208668833244 & -81.0086688332442 \tabularnewline
169 & 42.7 & 148.879873075394 & -106.179873075394 \tabularnewline
170 & 96.7 & 197.551077317544 & -100.851077317544 \tabularnewline
171 & 222 & 246.222281559694 & -24.2222815596945 \tabularnewline
172 & 515 & 294.893485801845 & 220.106514198155 \tabularnewline
173 & 7.07 & 56.0177080788034 & -48.9477080788034 \tabularnewline
174 & 14.7 & 104.688912320953 & -89.9889123209535 \tabularnewline
175 & 31.1 & 153.360116563104 & -122.260116563104 \tabularnewline
176 & 67.4 & 202.031320805254 & -134.631320805254 \tabularnewline
177 & 148 & 250.702525047404 & -102.702525047404 \tabularnewline
178 & 329 & 299.373729289554 & 29.6262707104461 \tabularnewline
179 & 3.51 & 148.651301544101 & -145.141301544101 \tabularnewline
180 & 6.46 & 197.322505786251 & -190.862505786251 \tabularnewline
181 & 22.8 & 245.993710028402 & -223.193710028402 \tabularnewline
182 & 43.6 & 294.664914270552 & -251.064914270552 \tabularnewline
183 & 84.5 & 343.336118512702 & -258.836118512702 \tabularnewline
184 & 55.9 & 342.162659867925 & -286.262659867925 \tabularnewline
185 & 25.8 & 253.882163203017 & -228.082163203017 \tabularnewline
186 & 12.1 & 220.484649262549 & -208.384649262549 \tabularnewline
187 & 5.03 & 147.477842899324 & -142.447842899324 \tabularnewline
188 & 2.83 & 98.806638657174 & -95.976638657174 \tabularnewline
189 & 3.68 & 71.1086519074086 & -67.4286519074086 \tabularnewline
190 & 6.83 & 119.779856149559 & -112.949856149559 \tabularnewline
191 & 24.5 & 217.122264633859 & -192.622264633859 \tabularnewline
192 & 47.4 & 265.793468876009 & -218.393468876009 \tabularnewline
193 & 92.8 & 314.464673118159 & -221.664673118159 \tabularnewline
194 & 2.8 & 98.2701280516465 & -95.4701280516465 \tabularnewline
195 & 4.92 & 146.941332293797 & -142.021332293797 \tabularnewline
196 & 8.92 & 195.612536535947 & -186.692536535947 \tabularnewline
197 & 16.2 & 244.283740778097 & -228.083740778097 \tabularnewline
198 & 29.7 & 292.954945020247 & -263.254945020247 \tabularnewline
199 & 55 & 341.626149262397 & -286.626149262397 \tabularnewline
200 & 11.9 & 41.6622371056954 & -29.7622371056954 \tabularnewline
201 & 27 & 90.3334413478456 & -63.3334413478456 \tabularnewline
202 & 63.2 & 139.004645589996 & -75.8046455899957 \tabularnewline
203 & 151 & 187.675849832146 & -36.6758498321458 \tabularnewline
204 & 367 & 236.347054074296 & 130.652945925704 \tabularnewline
205 & 896 & 285.018258316446 & 610.981741683554 \tabularnewline
206 & 17.5 & 91.7895204813511 & -74.2895204813511 \tabularnewline
207 & 38.2 & 140.460724723501 & -102.260724723501 \tabularnewline
208 & 85 & 189.131928965651 & -104.131928965651 \tabularnewline
209 & 193 & 237.803133207801 & -44.8031332078014 \tabularnewline
210 & 440 & 286.474337449952 & 153.525662550048 \tabularnewline
211 & 5.68 & 46.4224958113866 & -40.7424958113866 \tabularnewline
212 & 11.3 & 95.0937000535367 & -83.7937000535367 \tabularnewline
213 & 23.1 & 143.764904295687 & -120.664904295687 \tabularnewline
214 & 47.9 & 192.436108537837 & -144.536108537837 \tabularnewline
215 & 101 & 241.107312779987 & -140.107312779987 \tabularnewline
216 & 215 & 289.778517022137 & -74.7785170221372 \tabularnewline
217 & 5.35 & 47.2625414653321 & -41.9125414653321 \tabularnewline
218 & 10.6 & 95.9337457074822 & -85.3337457074822 \tabularnewline
219 & 21.3 & 144.604949949632 & -123.304949949632 \tabularnewline
220 & 43.6 & 193.276154191782 & -149.676154191782 \tabularnewline
221 & 90.8 & 241.947358433933 & -151.147358433933 \tabularnewline
222 & 191 & 290.618562676083 & -99.6185626760827 \tabularnewline
223 & 4.26 & 51.7427849530415 & -47.4827849530415 \tabularnewline
224 & 8.08 & 100.413989195192 & -92.3339891951915 \tabularnewline
225 & 15.6 & 149.085193437342 & -133.485193437342 \tabularnewline
226 & 30.6 & 197.756397679492 & -167.156397679492 \tabularnewline
227 & 61 & 246.427601921642 & -185.427601921642 \tabularnewline
228 & 123 & 295.098806163792 & -172.098806163792 \tabularnewline
229 & 6.92 & 38.8433931134391 & -31.9233931134391 \tabularnewline
230 & 14.3 & 87.5145973555891 & -73.2145973555891 \tabularnewline
231 & 30.2 & 136.185801597739 & -105.985801597739 \tabularnewline
232 & 65.1 & 184.857005839889 & -119.757005839889 \tabularnewline
233 & 143 & 233.528210082039 & -90.5282100820395 \tabularnewline
234 & 315 & 282.199414324190 & 32.8005856758104 \tabularnewline
235 & 2.58 & 64.2687749061895 & -61.6887749061895 \tabularnewline
236 & 4.51 & 112.939979148340 & -108.429979148340 \tabularnewline
237 & 7.97 & 161.611183390490 & -153.641183390490 \tabularnewline
238 & 19.1 & 234.617989753715 & -215.517989753715 \tabularnewline
239 & 46.8 & 307.62479611694 & -260.82479611694 \tabularnewline
240 & 44.5 & 305.914826866635 & -261.414826866635 \tabularnewline
241 & 21.2 & 245.075821563948 & -223.875821563948 \tabularnewline
242 & 10.2 & 184.23681626126 & -174.03681626126 \tabularnewline
243 & 4.37 & 111.230009898035 & -106.860009898035 \tabularnewline
244 & 2.51 & 62.5588056558848 & -60.0488056558848 \tabularnewline
245 & 6.14 & 34.5684699876771 & -28.4284699876771 \tabularnewline
246 & 12.4 & 83.2396742298272 & -70.8396742298272 \tabularnewline
247 & 25.6 & 131.910878471977 & -106.310878471977 \tabularnewline
248 & 54 & 180.582082714127 & -126.582082714127 \tabularnewline
249 & 115 & 229.253286956278 & -114.253286956278 \tabularnewline
250 & 250 & 277.924491198428 & -27.9244911984277 \tabularnewline
251 & 4.31 & 37.8726495598627 & -33.5626495598627 \tabularnewline
252 & 8.2 & 86.5438538020129 & -78.3438538020129 \tabularnewline
253 & 11.4 & 110.879455923088 & -99.479455923088 \tabularnewline
254 & 22.2 & 159.550660165238 & -137.350660165238 \tabularnewline
255 & 44 & 208.221864407388 & -164.221864407388 \tabularnewline
256 & 3.31 & 43.1929387015176 & -39.8829387015176 \tabularnewline
257 & 6.04 & 91.8641429436677 & -85.8241429436677 \tabularnewline
258 & 11.1 & 140.535347185818 & -129.435347185818 \tabularnewline
259 & 20.8 & 189.206551427968 & -168.406551427968 \tabularnewline
260 & 39.5 & 237.877755670118 & -198.377755670118 \tabularnewline
261 & 75.7 & 286.548959912268 & -210.848959912268 \tabularnewline
262 & 8 & 28.8374677284096 & -20.8374677284096 \tabularnewline
263 & 17 & 77.5086719705597 & -60.5086719705597 \tabularnewline
264 & 36.8 & 126.17987621271 & -89.3798762127099 \tabularnewline
265 & 81.7 & 174.85108045486 & -93.15108045486 \tabularnewline
266 & 184 & 223.52228469701 & -39.5222846970101 \tabularnewline
267 & 418 & 272.19348893916 & 145.806511060840 \tabularnewline
268 & 3.75 & 34.4377720880463 & -30.6877720880463 \tabularnewline
269 & 6.98 & 83.1089763301964 & -76.1289763301964 \tabularnewline
270 & 13.2 & 131.780180572347 & -118.580180572347 \tabularnewline
271 & 25.2 & 180.451384814497 & -155.251384814497 \tabularnewline
272 & 49 & 229.122589056647 & -180.122589056647 \tabularnewline
273 & 96.1 & 277.793793298797 & -181.693793298797 \tabularnewline
274 & 180 & 269.374644946904 & -89.3746449469038 \tabularnewline
275 & 86.3 & 220.703440704754 & -134.403440704754 \tabularnewline
276 & 41.7 & 172.032236462604 & -130.332236462604 \tabularnewline
277 & 20.4 & 123.361032220453 & -102.961032220453 \tabularnewline
278 & 10.2 & 74.6898279783034 & -64.4898279783034 \tabularnewline
279 & 5.19 & 26.0186237361533 & -20.8286237361533 \tabularnewline
280 & 54.8 & 273.724190534982 & -218.924190534982 \tabularnewline
281 & 29.6 & 225.052986292832 & -195.452986292832 \tabularnewline
282 & 16.1 & 176.381782050682 & -160.281782050682 \tabularnewline
283 & 8.9 & 127.710577808532 & -118.810577808532 \tabularnewline
284 & 4.97 & 79.0393735663819 & -74.0693735663819 \tabularnewline
285 & 2.8 & 30.3681693242318 & -27.5681693242318 \tabularnewline
286 & 5.97 & 7.46285209959996 & -1.49285209959996 \tabularnewline
287 & 12 & 56.1340563417501 & -44.1340563417501 \tabularnewline
288 & 35.6 & 129.140862704975 & -93.5408627049752 \tabularnewline
289 & 75.3 & 177.812066947125 & -102.512066947125 \tabularnewline
290 & 236 & 250.818873310351 & -14.8188733103505 \tabularnewline
291 & 4.24 & 8.91893123310547 & -4.67893123310547 \tabularnewline
292 & 8.05 & 57.5901354752556 & -49.5401354752556 \tabularnewline
293 & 15.5 & 106.261339717406 & -90.7613397174057 \tabularnewline
294 & 30.4 & 154.932543959556 & -124.532543959556 \tabularnewline
295 & 60.6 & 203.603748201706 & -143.003748201706 \tabularnewline
296 & 122 & 252.274952443856 & -130.274952443856 \tabularnewline
297 & 3.11 & 12.2231108052911 & -9.11311080529114 \tabularnewline
298 & 5.62 & 60.8943150474412 & -55.2743150474412 \tabularnewline
299 & 10.3 & 109.565519289591 & -99.2655192895913 \tabularnewline
300 & 19 & 158.236723531741 & -139.236723531741 \tabularnewline
301 & 35.5 & 206.907927773892 & -171.407927773892 \tabularnewline
302 & 67.2 & 255.579132016042 & -188.379132016042 \tabularnewline
303 & 2.98 & 13.0631564592367 & -10.0831564592367 \tabularnewline
304 & 5.34 & 61.7343607013867 & -56.3943607013868 \tabularnewline
305 & 9.67 & 110.405564943537 & -100.735564943537 \tabularnewline
306 & 17.7 & 159.076769185687 & -141.376769185687 \tabularnewline
307 & 32.9 & 207.747973427837 & -174.847973427837 \tabularnewline
308 & 61.8 & 256.419177669987 & -194.619177669987 \tabularnewline
309 & 4.5 & -35.2863791580194 & 39.7863791580194 \tabularnewline
310 & 8.62 & 13.3848250841307 & -4.76482508413074 \tabularnewline
311 & 23.6 & 86.391631447356 & -62.7916314473559 \tabularnewline
312 & 47.2 & 135.062835689506 & -87.862835689506 \tabularnewline
313 & 137 & 208.069642052731 & -71.0696420527312 \tabularnewline
314 & 3.3 & -33.8303000245139 & 37.1303000245139 \tabularnewline
315 & 6 & 14.8409042176363 & -8.84090421763626 \tabularnewline
316 & 11.1 & 63.5121084597864 & -52.4121084597864 \tabularnewline
317 & 20.7 & 112.183312701937 & -91.4833127019365 \tabularnewline
318 & 39.2 & 160.854516944087 & -121.654516944087 \tabularnewline
319 & 75 & 209.525721186237 & -134.525721186237 \tabularnewline
320 & 82.4 & 122.571179537492 & -40.1711795374925 \tabularnewline
321 & 42.7 & 73.8999752953424 & -31.1999752953424 \tabularnewline
322 & 22.3 & 25.2287710531923 & -2.92877105319228 \tabularnewline
323 & 11.8 & -23.4424331889578 & 35.2424331889578 \tabularnewline
324 & 6.37 & -72.113637431108 & 78.483637431108 \tabularnewline
325 & 3.46 & -120.784841673258 & 124.244841673258 \tabularnewline
326 & 58.5 & -5.67651423536552 & 64.1765142353655 \tabularnewline
327 & 31.3 & -54.3477184775156 & 85.6477184775156 \tabularnewline
328 & 17 & -103.018922719666 & 120.018922719666 \tabularnewline
329 & 9.3 & -151.690126961816 & 160.990126961816 \tabularnewline
330 & 5.16 & -200.361331203966 & 205.521331203966 \tabularnewline
331 & 2.9 & -249.032535446116 & 251.932535446116 \tabularnewline
332 & 698 & 181.628647959880 & 516.37135204012 \tabularnewline
333 & 230 & 132.957443717730 & 97.0425562822705 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=8232&T=3

[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]760[/C][C]153.189140195334[/C][C]606.810859804666[/C][/ROW]
[ROW][C]2[/C][C]389[/C][C]128.853538074268[/C][C]260.146461925732[/C][/ROW]
[ROW][C]3[/C][C]201[/C][C]104.517935953192[/C][C]96.4820640468077[/C][/ROW]
[ROW][C]4[/C][C]987[/C][C]239.688120708387[/C][C]747.311879291613[/C][/ROW]
[ROW][C]5[/C][C]517[/C][C]215.352518587309[/C][C]301.647481412691[/C][/ROW]
[ROW][C]6[/C][C]272[/C][C]191.016916466234[/C][C]80.9830835337659[/C][/ROW]
[ROW][C]7[/C][C]144[/C][C]166.681314345159[/C][C]-22.6813143451590[/C][/ROW]
[ROW][C]8[/C][C]141[/C][C]77.0507950522177[/C][C]63.9492049477823[/C][/ROW]
[ROW][C]9[/C][C]266[/C][C]101.386397173293[/C][C]164.613602826707[/C][/ROW]
[ROW][C]10[/C][C]504[/C][C]125.721999294368[/C][C]378.278000705632[/C][/ROW]
[ROW][C]11[/C][C]960[/C][C]150.057601415443[/C][C]809.942398584557[/C][/ROW]
[ROW][C]12[/C][C]72.3[/C][C]166.655664806405[/C][C]-94.3556648064045[/C][/ROW]
[ROW][C]13[/C][C]128[/C][C]190.991266927480[/C][C]-62.9912669274796[/C][/ROW]
[ROW][C]14[/C][C]229[/C][C]215.326869048555[/C][C]13.6731309514454[/C][/ROW]
[ROW][C]15[/C][C]413[/C][C]239.662471169630[/C][C]173.337528830370[/C][/ROW]
[ROW][C]16[/C][C]748[/C][C]263.998073290705[/C][C]484.001926709295[/C][/ROW]
[ROW][C]17[/C][C]795[/C][C]104.423743035246[/C][C]690.576256964754[/C][/ROW]
[ROW][C]18[/C][C]209[/C][C]55.7525387930953[/C][C]153.247461206905[/C][/ROW]
[ROW][C]19[/C][C]833[/C][C]201.817595206235[/C][C]631.182404793765[/C][/ROW]
[ROW][C]20[/C][C]252[/C][C]153.146390964084[/C][C]98.8536090359155[/C][/ROW]
[ROW][C]21[/C][C]140[/C][C]128.810788843009[/C][C]11.1892111569906[/C][/ROW]
[ROW][C]22[/C][C]78.4[/C][C]104.475186721934[/C][C]-26.0751867219344[/C][/ROW]
[ROW][C]23[/C][C]128[/C][C]60.2071327420501[/C][C]67.7928672579499[/C][/ROW]
[ROW][C]24[/C][C]236[/C][C]84.5427348631251[/C][C]151.457265136875[/C][/ROW]
[ROW][C]25[/C][C]466[/C][C]108.878336984200[/C][C]357.1216630158[/C][/ROW]
[ROW][C]26[/C][C]844[/C][C]133.213939105275[/C][C]710.786060894725[/C][/ROW]
[ROW][C]27[/C][C]84.2[/C][C]77.0080458209601[/C][C]7.19195417903991[/C][/ROW]
[ROW][C]28[/C][C]274[/C][C]125.679250063110[/C][C]148.320749936890[/C][/ROW]
[ROW][C]29[/C][C]501[/C][C]150.014852184185[/C][C]350.985147815815[/C][/ROW]
[ROW][C]30[/C][C]918[/C][C]174.350454305260[/C][C]743.64954569474[/C][/ROW]
[ROW][C]31[/C][C]61.5[/C][C]104.169521965198[/C][C]-42.6695219651980[/C][/ROW]
[ROW][C]32[/C][C]189[/C][C]152.840726207348[/C][C]36.1592737926519[/C][/ROW]
[ROW][C]33[/C][C]601[/C][C]201.511930449498[/C][C]399.488069550502[/C][/ROW]
[ROW][C]34[/C][C]1076[/C][C]225.847532570573[/C][C]850.152467429427[/C][/ROW]
[ROW][C]35[/C][C]60[/C][C]104.449537183180[/C][C]-44.4495371831798[/C][/ROW]
[ROW][C]36[/C][C]184[/C][C]153.12074142533[/C][C]30.8792585746701[/C][/ROW]
[ROW][C]37[/C][C]580[/C][C]201.79194566748[/C][C]378.20805433252[/C][/ROW]
[ROW][C]38[/C][C]1038[/C][C]226.127547788555[/C][C]811.872452211445[/C][/ROW]
[ROW][C]39[/C][C]42.9[/C][C]166.612915575147[/C][C]-123.712915575147[/C][/ROW]
[ROW][C]40[/C][C]124[/C][C]215.284119817297[/C][C]-91.284119817297[/C][/ROW]
[ROW][C]41[/C][C]369[/C][C]263.955324059447[/C][C]105.044675940553[/C][/ROW]
[ROW][C]42[/C][C]640[/C][C]288.290926180522[/C][C]351.709073819478[/C][/ROW]
[ROW][C]43[/C][C]841[/C][C]250.377651447115[/C][C]590.622348552885[/C][/ROW]
[ROW][C]44[/C][C]287[/C][C]201.706447204965[/C][C]85.2935527950352[/C][/ROW]
[ROW][C]45[/C][C]99.7[/C][C]153.035242962815[/C][C]-53.3352429628147[/C][/ROW]
[ROW][C]46[/C][C]35.7[/C][C]104.364038720665[/C][C]-68.6640387206645[/C][/ROW]
[ROW][C]47[/C][C]400[/C][C]157.293045838805[/C][C]242.706954161195[/C][/ROW]
[ROW][C]48[/C][C]133[/C][C]108.621841596654[/C][C]24.3781584033455[/C][/ROW]
[ROW][C]49[/C][C]45.6[/C][C]59.9506373545044[/C][C]-14.3506373545044[/C][/ROW]
[ROW][C]50[/C][C]50.5[/C][C]54.8248649683161[/C][C]-4.32486496831611[/C][/ROW]
[ROW][C]51[/C][C]150[/C][C]103.496069210466[/C][C]46.5039307895338[/C][/ROW]
[ROW][C]52[/C][C]262[/C][C]127.831671331541[/C][C]134.168328668459[/C][/ROW]
[ROW][C]53[/C][C]460[/C][C]152.167273452616[/C][C]307.832726547384[/C][/ROW]
[ROW][C]54[/C][C]810[/C][C]176.502875573691[/C][C]633.497124426309[/C][/ROW]
[ROW][C]55[/C][C]48.6[/C][C]55.3848954042798[/C][C]-6.7848954042798[/C][/ROW]
[ROW][C]56[/C][C]143[/C][C]104.056099646430[/C][C]38.9439003535701[/C][/ROW]
[ROW][C]57[/C][C]249[/C][C]128.391701767505[/C][C]120.608298232495[/C][/ROW]
[ROW][C]58[/C][C]436[/C][C]152.72730388858[/C][C]283.27269611142[/C][/ROW]
[ROW][C]59[/C][C]766[/C][C]177.062906009655[/C][C]588.937093990345[/C][/ROW]
[ROW][C]60[/C][C]25.4[/C][C]76.6660519708991[/C][C]-51.2660519708991[/C][/ROW]
[ROW][C]61[/C][C]66.7[/C][C]125.337256213049[/C][C]-58.6372562130493[/C][/ROW]
[ROW][C]62[/C][C]109[/C][C]149.672858334124[/C][C]-40.6728583341243[/C][/ROW]
[ROW][C]63[/C][C]299[/C][C]198.344062576274[/C][C]100.655937423726[/C][/ROW]
[ROW][C]64[/C][C]830[/C][C]247.015266818425[/C][C]582.984733181575[/C][/ROW]
[ROW][C]65[/C][C]18.5[/C][C]103.827528115137[/C][C]-85.327528115137[/C][/ROW]
[ROW][C]66[/C][C]45.8[/C][C]152.498732357287[/C][C]-106.698732357287[/C][/ROW]
[ROW][C]67[/C][C]117[/C][C]201.169936599437[/C][C]-84.1699365994372[/C][/ROW]
[ROW][C]68[/C][C]304[/C][C]249.841140841587[/C][C]54.1588591584127[/C][/ROW]
[ROW][C]69[/C][C]801[/C][C]298.512345083737[/C][C]502.487654916263[/C][/ROW]
[ROW][C]70[/C][C]18.1[/C][C]104.107543333119[/C][C]-86.0075433331188[/C][/ROW]
[ROW][C]71[/C][C]44.5[/C][C]152.778747575269[/C][C]-108.278747575269[/C][/ROW]
[ROW][C]72[/C][C]113[/C][C]201.449951817419[/C][C]-88.449951817419[/C][/ROW]
[ROW][C]73[/C][C]292[/C][C]250.121156059569[/C][C]41.8788439404308[/C][/ROW]
[ROW][C]74[/C][C]766[/C][C]298.792360301719[/C][C]467.207639698281[/C][/ROW]
[ROW][C]75[/C][C]12.9[/C][C]166.270921725086[/C][C]-153.370921725086[/C][/ROW]
[ROW][C]76[/C][C]29.9[/C][C]214.942125967236[/C][C]-185.042125967236[/C][/ROW]
[ROW][C]77[/C][C]111[/C][C]287.948932330461[/C][C]-176.948932330461[/C][/ROW]
[ROW][C]78[/C][C]272[/C][C]336.620136572611[/C][C]-64.6201365726113[/C][/ROW]
[ROW][C]79[/C][C]1061[/C][C]409.626942935837[/C][C]651.373057064163[/C][/ROW]
[ROW][C]80[/C][C]1007[/C][C]230.000607583226[/C][C]776.999392416774[/C][/ROW]
[ROW][C]81[/C][C]461[/C][C]193.497204401614[/C][C]267.502795598386[/C][/ROW]
[ROW][C]82[/C][C]212[/C][C]156.993801220001[/C][C]55.0061987799988[/C][/ROW]
[ROW][C]83[/C][C]28.6[/C][C]59.651392735701[/C][C]-31.051392735701[/C][/ROW]
[ROW][C]84[/C][C]30.9[/C][C]54.1173574377581[/C][C]-23.2173574377581[/C][/ROW]
[ROW][C]85[/C][C]84.1[/C][C]102.788561679908[/C][C]-18.6885616799082[/C][/ROW]
[ROW][C]86[/C][C]236[/C][C]151.459765922058[/C][C]84.5402340779417[/C][/ROW]
[ROW][C]87[/C][C]673[/C][C]200.130970164208[/C][C]472.869029835792[/C][/ROW]
[ROW][C]88[/C][C]11.1[/C][C]103.400035802561[/C][C]-92.3000358025608[/C][/ROW]
[ROW][C]89[/C][C]25[/C][C]152.071240044711[/C][C]-127.071240044711[/C][/ROW]
[ROW][C]90[/C][C]58.7[/C][C]200.742444286861[/C][C]-142.042444286861[/C][/ROW]
[ROW][C]91[/C][C]137[/C][C]249.413648529011[/C][C]-112.413648529011[/C][/ROW]
[ROW][C]92[/C][C]327[/C][C]298.084852771161[/C][C]28.9151472288388[/C][/ROW]
[ROW][C]93[/C][C]790[/C][C]346.756057013311[/C][C]443.243942986689[/C][/ROW]
[ROW][C]94[/C][C]10.8[/C][C]103.680051020543[/C][C]-92.8800510205426[/C][/ROW]
[ROW][C]95[/C][C]24.2[/C][C]152.351255262693[/C][C]-128.151255262693[/C][/ROW]
[ROW][C]96[/C][C]69[/C][C]213.190260565380[/C][C]-144.190260565380[/C][/ROW]
[ROW][C]97[/C][C]202[/C][C]274.029265868068[/C][C]-72.029265868068[/C][/ROW]
[ROW][C]98[/C][C]752[/C][C]347.036072231293[/C][C]404.963927768707[/C][/ROW]
[ROW][C]99[/C][C]7.81[/C][C]165.843429412510[/C][C]-158.033429412510[/C][/ROW]
[ROW][C]100[/C][C]16.5[/C][C]214.514633654660[/C][C]-198.01463365466[/C][/ROW]
[ROW][C]101[/C][C]52.9[/C][C]287.521440017885[/C][C]-234.621440017885[/C][/ROW]
[ROW][C]102[/C][C]118[/C][C]336.192644260035[/C][C]-218.192644260035[/C][/ROW]
[ROW][C]103[/C][C]399[/C][C]409.199450623260[/C][C]-10.1994506232603[/C][/ROW]
[ROW][C]104[/C][C]798[/C][C]295.173480285483[/C][C]502.826519714517[/C][/ROW]
[ROW][C]105[/C][C]317[/C][C]246.502276043333[/C][C]70.4977239566669[/C][/ROW]
[ROW][C]106[/C][C]80.9[/C][C]173.495469680108[/C][C]-92.5954696801079[/C][/ROW]
[ROW][C]107[/C][C]33.4[/C][C]124.824265437958[/C][C]-91.4242654379578[/C][/ROW]
[ROW][C]108[/C][C]21.7[/C][C]100.488663316883[/C][C]-78.7886633168828[/C][/ROW]
[ROW][C]109[/C][C]14.2[/C][C]76.1530611958077[/C][C]-61.9530611958077[/C][/ROW]
[ROW][C]110[/C][C]435[/C][C]229.359369114362[/C][C]205.640630885638[/C][/ROW]
[ROW][C]111[/C][C]105[/C][C]156.352562751137[/C][C]-51.352562751137[/C][/ROW]
[ROW][C]112[/C][C]41.9[/C][C]107.681358508987[/C][C]-65.7813585089868[/C][/ROW]
[ROW][C]113[/C][C]17.2[/C][C]59.0101542668367[/C][C]-41.8101542668367[/C][/ROW]
[ROW][C]114[/C][C]5.17[/C][C]165.159441712388[/C][C]-159.989441712388[/C][/ROW]
[ROW][C]115[/C][C]10.1[/C][C]213.830645954538[/C][C]-203.730645954538[/C][/ROW]
[ROW][C]116[/C][C]20.3[/C][C]262.501850196688[/C][C]-242.201850196688[/C][/ROW]
[ROW][C]117[/C][C]41.3[/C][C]311.173054438838[/C][C]-269.873054438838[/C][/ROW]
[ROW][C]118[/C][C]85.4[/C][C]359.844258680988[/C][C]-274.444258680988[/C][/ROW]
[ROW][C]119[/C][C]179[/C][C]408.515462923138[/C][C]-229.515462923138[/C][/ROW]
[ROW][C]120[/C][C]15.8[/C][C]52.8348805000295[/C][C]-37.0348805000295[/C][/ROW]
[ROW][C]121[/C][C]37.8[/C][C]101.506084742180[/C][C]-63.7060847421796[/C][/ROW]
[ROW][C]122[/C][C]93.4[/C][C]150.177288984330[/C][C]-56.7772889843297[/C][/ROW]
[ROW][C]123[/C][C]236[/C][C]198.84849322648[/C][C]37.1515067735202[/C][/ROW]
[ROW][C]124[/C][C]603[/C][C]247.51969746863[/C][C]355.48030253137[/C][/ROW]
[ROW][C]125[/C][C]14.8[/C][C]53.674926153975[/C][C]-38.874926153975[/C][/ROW]
[ROW][C]126[/C][C]35.2[/C][C]102.346130396125[/C][C]-67.1461303961251[/C][/ROW]
[ROW][C]127[/C][C]86[/C][C]151.017334638275[/C][C]-65.0173346382752[/C][/ROW]
[ROW][C]128[/C][C]215[/C][C]199.688538880425[/C][C]15.3114611195746[/C][/ROW]
[ROW][C]129[/C][C]544[/C][C]248.359743122575[/C][C]295.640256877425[/C][/ROW]
[ROW][C]130[/C][C]11.4[/C][C]150.788763106982[/C][C]-139.388763106982[/C][/ROW]
[ROW][C]131[/C][C]23.2[/C][C]199.459967349132[/C][C]-176.259967349132[/C][/ROW]
[ROW][C]132[/C][C]48.2[/C][C]248.131171591283[/C][C]-199.931171591283[/C][/ROW]
[ROW][C]133[/C][C]102[/C][C]296.802375833433[/C][C]-194.802375833433[/C][/ROW]
[ROW][C]134[/C][C]217[/C][C]345.473580075583[/C][C]-128.473580075583[/C][/ROW]
[ROW][C]135[/C][C]10.3[/C][C]57.7276773291082[/C][C]-47.4276773291082[/C][/ROW]
[ROW][C]136[/C][C]22.9[/C][C]106.398881571258[/C][C]-83.4988815712582[/C][/ROW]
[ROW][C]137[/C][C]52.1[/C][C]155.070085813408[/C][C]-102.970085813408[/C][/ROW]
[ROW][C]138[/C][C]121[/C][C]203.741290055558[/C][C]-82.7412900555585[/C][/ROW]
[ROW][C]139[/C][C]287[/C][C]252.412494297709[/C][C]34.5875057022914[/C][/ROW]
[ROW][C]140[/C][C]683[/C][C]301.083698539859[/C][C]381.916301460141[/C][/ROW]
[ROW][C]141[/C][C]8.11[/C][C]86.6963914685557[/C][C]-78.5863914685557[/C][/ROW]
[ROW][C]142[/C][C]14[/C][C]123.199794650168[/C][C]-109.199794650168[/C][/ROW]
[ROW][C]143[/C][C]20.2[/C][C]147.535396771243[/C][C]-127.335396771243[/C][/ROW]
[ROW][C]144[/C][C]43[/C][C]196.206601013393[/C][C]-153.206601013393[/C][/ROW]
[ROW][C]145[/C][C]138[/C][C]269.213407376619[/C][C]-131.213407376619[/C][/ROW]
[ROW][C]146[/C][C]304[/C][C]317.884611618769[/C][C]-13.8846116187687[/C][/ROW]
[ROW][C]147[/C][C]4.89[/C][C]101.970081770238[/C][C]-97.0800817702379[/C][/ROW]
[ROW][C]148[/C][C]9.51[/C][C]150.641286012388[/C][C]-141.131286012388[/C][/ROW]
[ROW][C]149[/C][C]16.8[/C][C]199.312490254538[/C][C]-182.512490254538[/C][/ROW]
[ROW][C]150[/C][C]54.2[/C][C]272.319296617763[/C][C]-218.119296617763[/C][/ROW]
[ROW][C]151[/C][C]161[/C][C]345.326102980988[/C][C]-184.326102980988[/C][/ROW]
[ROW][C]152[/C][C]19.7[/C][C]45.9371602314574[/C][C]-26.2371602314574[/C][/ROW]
[ROW][C]153[/C][C]49.23[/C][C]94.6083644736075[/C][C]-45.3783644736075[/C][/ROW]
[ROW][C]154[/C][C]127[/C][C]143.279568715758[/C][C]-16.2795687157576[/C][/ROW]
[ROW][C]155[/C][C]334[/C][C]191.950772957908[/C][C]142.049227042092[/C][/ROW]
[ROW][C]156[/C][C]890[/C][C]240.621977200058[/C][C]649.378022799942[/C][/ROW]
[ROW][C]157[/C][C]13.7[/C][C]47.3932393649629[/C][C]-33.6932393649629[/C][/ROW]
[ROW][C]158[/C][C]31.9[/C][C]96.064443607113[/C][C]-64.164443607113[/C][/ROW]
[ROW][C]159[/C][C]76.8[/C][C]144.735647849263[/C][C]-67.9356478492631[/C][/ROW]
[ROW][C]160[/C][C]189[/C][C]193.406852091413[/C][C]-4.40685209141323[/C][/ROW]
[ROW][C]161[/C][C]471[/C][C]242.078056333563[/C][C]228.921943666437[/C][/ROW]
[ROW][C]162[/C][C]9.46[/C][C]50.6974189371485[/C][C]-41.2374189371485[/C][/ROW]
[ROW][C]163[/C][C]20.7[/C][C]99.3686231792987[/C][C]-78.6686231792987[/C][/ROW]
[ROW][C]164[/C][C]46.3[/C][C]148.039827421449[/C][C]-101.739827421449[/C][/ROW]
[ROW][C]165[/C][C]106[/C][C]196.711031663599[/C][C]-90.7110316635989[/C][/ROW]
[ROW][C]166[/C][C]247[/C][C]245.382235905749[/C][C]1.61776409425102[/C][/ROW]
[ROW][C]167[/C][C]579[/C][C]294.053440147899[/C][C]284.946559852101[/C][/ROW]
[ROW][C]168[/C][C]19.2[/C][C]100.208668833244[/C][C]-81.0086688332442[/C][/ROW]
[ROW][C]169[/C][C]42.7[/C][C]148.879873075394[/C][C]-106.179873075394[/C][/ROW]
[ROW][C]170[/C][C]96.7[/C][C]197.551077317544[/C][C]-100.851077317544[/C][/ROW]
[ROW][C]171[/C][C]222[/C][C]246.222281559694[/C][C]-24.2222815596945[/C][/ROW]
[ROW][C]172[/C][C]515[/C][C]294.893485801845[/C][C]220.106514198155[/C][/ROW]
[ROW][C]173[/C][C]7.07[/C][C]56.0177080788034[/C][C]-48.9477080788034[/C][/ROW]
[ROW][C]174[/C][C]14.7[/C][C]104.688912320953[/C][C]-89.9889123209535[/C][/ROW]
[ROW][C]175[/C][C]31.1[/C][C]153.360116563104[/C][C]-122.260116563104[/C][/ROW]
[ROW][C]176[/C][C]67.4[/C][C]202.031320805254[/C][C]-134.631320805254[/C][/ROW]
[ROW][C]177[/C][C]148[/C][C]250.702525047404[/C][C]-102.702525047404[/C][/ROW]
[ROW][C]178[/C][C]329[/C][C]299.373729289554[/C][C]29.6262707104461[/C][/ROW]
[ROW][C]179[/C][C]3.51[/C][C]148.651301544101[/C][C]-145.141301544101[/C][/ROW]
[ROW][C]180[/C][C]6.46[/C][C]197.322505786251[/C][C]-190.862505786251[/C][/ROW]
[ROW][C]181[/C][C]22.8[/C][C]245.993710028402[/C][C]-223.193710028402[/C][/ROW]
[ROW][C]182[/C][C]43.6[/C][C]294.664914270552[/C][C]-251.064914270552[/C][/ROW]
[ROW][C]183[/C][C]84.5[/C][C]343.336118512702[/C][C]-258.836118512702[/C][/ROW]
[ROW][C]184[/C][C]55.9[/C][C]342.162659867925[/C][C]-286.262659867925[/C][/ROW]
[ROW][C]185[/C][C]25.8[/C][C]253.882163203017[/C][C]-228.082163203017[/C][/ROW]
[ROW][C]186[/C][C]12.1[/C][C]220.484649262549[/C][C]-208.384649262549[/C][/ROW]
[ROW][C]187[/C][C]5.03[/C][C]147.477842899324[/C][C]-142.447842899324[/C][/ROW]
[ROW][C]188[/C][C]2.83[/C][C]98.806638657174[/C][C]-95.976638657174[/C][/ROW]
[ROW][C]189[/C][C]3.68[/C][C]71.1086519074086[/C][C]-67.4286519074086[/C][/ROW]
[ROW][C]190[/C][C]6.83[/C][C]119.779856149559[/C][C]-112.949856149559[/C][/ROW]
[ROW][C]191[/C][C]24.5[/C][C]217.122264633859[/C][C]-192.622264633859[/C][/ROW]
[ROW][C]192[/C][C]47.4[/C][C]265.793468876009[/C][C]-218.393468876009[/C][/ROW]
[ROW][C]193[/C][C]92.8[/C][C]314.464673118159[/C][C]-221.664673118159[/C][/ROW]
[ROW][C]194[/C][C]2.8[/C][C]98.2701280516465[/C][C]-95.4701280516465[/C][/ROW]
[ROW][C]195[/C][C]4.92[/C][C]146.941332293797[/C][C]-142.021332293797[/C][/ROW]
[ROW][C]196[/C][C]8.92[/C][C]195.612536535947[/C][C]-186.692536535947[/C][/ROW]
[ROW][C]197[/C][C]16.2[/C][C]244.283740778097[/C][C]-228.083740778097[/C][/ROW]
[ROW][C]198[/C][C]29.7[/C][C]292.954945020247[/C][C]-263.254945020247[/C][/ROW]
[ROW][C]199[/C][C]55[/C][C]341.626149262397[/C][C]-286.626149262397[/C][/ROW]
[ROW][C]200[/C][C]11.9[/C][C]41.6622371056954[/C][C]-29.7622371056954[/C][/ROW]
[ROW][C]201[/C][C]27[/C][C]90.3334413478456[/C][C]-63.3334413478456[/C][/ROW]
[ROW][C]202[/C][C]63.2[/C][C]139.004645589996[/C][C]-75.8046455899957[/C][/ROW]
[ROW][C]203[/C][C]151[/C][C]187.675849832146[/C][C]-36.6758498321458[/C][/ROW]
[ROW][C]204[/C][C]367[/C][C]236.347054074296[/C][C]130.652945925704[/C][/ROW]
[ROW][C]205[/C][C]896[/C][C]285.018258316446[/C][C]610.981741683554[/C][/ROW]
[ROW][C]206[/C][C]17.5[/C][C]91.7895204813511[/C][C]-74.2895204813511[/C][/ROW]
[ROW][C]207[/C][C]38.2[/C][C]140.460724723501[/C][C]-102.260724723501[/C][/ROW]
[ROW][C]208[/C][C]85[/C][C]189.131928965651[/C][C]-104.131928965651[/C][/ROW]
[ROW][C]209[/C][C]193[/C][C]237.803133207801[/C][C]-44.8031332078014[/C][/ROW]
[ROW][C]210[/C][C]440[/C][C]286.474337449952[/C][C]153.525662550048[/C][/ROW]
[ROW][C]211[/C][C]5.68[/C][C]46.4224958113866[/C][C]-40.7424958113866[/C][/ROW]
[ROW][C]212[/C][C]11.3[/C][C]95.0937000535367[/C][C]-83.7937000535367[/C][/ROW]
[ROW][C]213[/C][C]23.1[/C][C]143.764904295687[/C][C]-120.664904295687[/C][/ROW]
[ROW][C]214[/C][C]47.9[/C][C]192.436108537837[/C][C]-144.536108537837[/C][/ROW]
[ROW][C]215[/C][C]101[/C][C]241.107312779987[/C][C]-140.107312779987[/C][/ROW]
[ROW][C]216[/C][C]215[/C][C]289.778517022137[/C][C]-74.7785170221372[/C][/ROW]
[ROW][C]217[/C][C]5.35[/C][C]47.2625414653321[/C][C]-41.9125414653321[/C][/ROW]
[ROW][C]218[/C][C]10.6[/C][C]95.9337457074822[/C][C]-85.3337457074822[/C][/ROW]
[ROW][C]219[/C][C]21.3[/C][C]144.604949949632[/C][C]-123.304949949632[/C][/ROW]
[ROW][C]220[/C][C]43.6[/C][C]193.276154191782[/C][C]-149.676154191782[/C][/ROW]
[ROW][C]221[/C][C]90.8[/C][C]241.947358433933[/C][C]-151.147358433933[/C][/ROW]
[ROW][C]222[/C][C]191[/C][C]290.618562676083[/C][C]-99.6185626760827[/C][/ROW]
[ROW][C]223[/C][C]4.26[/C][C]51.7427849530415[/C][C]-47.4827849530415[/C][/ROW]
[ROW][C]224[/C][C]8.08[/C][C]100.413989195192[/C][C]-92.3339891951915[/C][/ROW]
[ROW][C]225[/C][C]15.6[/C][C]149.085193437342[/C][C]-133.485193437342[/C][/ROW]
[ROW][C]226[/C][C]30.6[/C][C]197.756397679492[/C][C]-167.156397679492[/C][/ROW]
[ROW][C]227[/C][C]61[/C][C]246.427601921642[/C][C]-185.427601921642[/C][/ROW]
[ROW][C]228[/C][C]123[/C][C]295.098806163792[/C][C]-172.098806163792[/C][/ROW]
[ROW][C]229[/C][C]6.92[/C][C]38.8433931134391[/C][C]-31.9233931134391[/C][/ROW]
[ROW][C]230[/C][C]14.3[/C][C]87.5145973555891[/C][C]-73.2145973555891[/C][/ROW]
[ROW][C]231[/C][C]30.2[/C][C]136.185801597739[/C][C]-105.985801597739[/C][/ROW]
[ROW][C]232[/C][C]65.1[/C][C]184.857005839889[/C][C]-119.757005839889[/C][/ROW]
[ROW][C]233[/C][C]143[/C][C]233.528210082039[/C][C]-90.5282100820395[/C][/ROW]
[ROW][C]234[/C][C]315[/C][C]282.199414324190[/C][C]32.8005856758104[/C][/ROW]
[ROW][C]235[/C][C]2.58[/C][C]64.2687749061895[/C][C]-61.6887749061895[/C][/ROW]
[ROW][C]236[/C][C]4.51[/C][C]112.939979148340[/C][C]-108.429979148340[/C][/ROW]
[ROW][C]237[/C][C]7.97[/C][C]161.611183390490[/C][C]-153.641183390490[/C][/ROW]
[ROW][C]238[/C][C]19.1[/C][C]234.617989753715[/C][C]-215.517989753715[/C][/ROW]
[ROW][C]239[/C][C]46.8[/C][C]307.62479611694[/C][C]-260.82479611694[/C][/ROW]
[ROW][C]240[/C][C]44.5[/C][C]305.914826866635[/C][C]-261.414826866635[/C][/ROW]
[ROW][C]241[/C][C]21.2[/C][C]245.075821563948[/C][C]-223.875821563948[/C][/ROW]
[ROW][C]242[/C][C]10.2[/C][C]184.23681626126[/C][C]-174.03681626126[/C][/ROW]
[ROW][C]243[/C][C]4.37[/C][C]111.230009898035[/C][C]-106.860009898035[/C][/ROW]
[ROW][C]244[/C][C]2.51[/C][C]62.5588056558848[/C][C]-60.0488056558848[/C][/ROW]
[ROW][C]245[/C][C]6.14[/C][C]34.5684699876771[/C][C]-28.4284699876771[/C][/ROW]
[ROW][C]246[/C][C]12.4[/C][C]83.2396742298272[/C][C]-70.8396742298272[/C][/ROW]
[ROW][C]247[/C][C]25.6[/C][C]131.910878471977[/C][C]-106.310878471977[/C][/ROW]
[ROW][C]248[/C][C]54[/C][C]180.582082714127[/C][C]-126.582082714127[/C][/ROW]
[ROW][C]249[/C][C]115[/C][C]229.253286956278[/C][C]-114.253286956278[/C][/ROW]
[ROW][C]250[/C][C]250[/C][C]277.924491198428[/C][C]-27.9244911984277[/C][/ROW]
[ROW][C]251[/C][C]4.31[/C][C]37.8726495598627[/C][C]-33.5626495598627[/C][/ROW]
[ROW][C]252[/C][C]8.2[/C][C]86.5438538020129[/C][C]-78.3438538020129[/C][/ROW]
[ROW][C]253[/C][C]11.4[/C][C]110.879455923088[/C][C]-99.479455923088[/C][/ROW]
[ROW][C]254[/C][C]22.2[/C][C]159.550660165238[/C][C]-137.350660165238[/C][/ROW]
[ROW][C]255[/C][C]44[/C][C]208.221864407388[/C][C]-164.221864407388[/C][/ROW]
[ROW][C]256[/C][C]3.31[/C][C]43.1929387015176[/C][C]-39.8829387015176[/C][/ROW]
[ROW][C]257[/C][C]6.04[/C][C]91.8641429436677[/C][C]-85.8241429436677[/C][/ROW]
[ROW][C]258[/C][C]11.1[/C][C]140.535347185818[/C][C]-129.435347185818[/C][/ROW]
[ROW][C]259[/C][C]20.8[/C][C]189.206551427968[/C][C]-168.406551427968[/C][/ROW]
[ROW][C]260[/C][C]39.5[/C][C]237.877755670118[/C][C]-198.377755670118[/C][/ROW]
[ROW][C]261[/C][C]75.7[/C][C]286.548959912268[/C][C]-210.848959912268[/C][/ROW]
[ROW][C]262[/C][C]8[/C][C]28.8374677284096[/C][C]-20.8374677284096[/C][/ROW]
[ROW][C]263[/C][C]17[/C][C]77.5086719705597[/C][C]-60.5086719705597[/C][/ROW]
[ROW][C]264[/C][C]36.8[/C][C]126.17987621271[/C][C]-89.3798762127099[/C][/ROW]
[ROW][C]265[/C][C]81.7[/C][C]174.85108045486[/C][C]-93.15108045486[/C][/ROW]
[ROW][C]266[/C][C]184[/C][C]223.52228469701[/C][C]-39.5222846970101[/C][/ROW]
[ROW][C]267[/C][C]418[/C][C]272.19348893916[/C][C]145.806511060840[/C][/ROW]
[ROW][C]268[/C][C]3.75[/C][C]34.4377720880463[/C][C]-30.6877720880463[/C][/ROW]
[ROW][C]269[/C][C]6.98[/C][C]83.1089763301964[/C][C]-76.1289763301964[/C][/ROW]
[ROW][C]270[/C][C]13.2[/C][C]131.780180572347[/C][C]-118.580180572347[/C][/ROW]
[ROW][C]271[/C][C]25.2[/C][C]180.451384814497[/C][C]-155.251384814497[/C][/ROW]
[ROW][C]272[/C][C]49[/C][C]229.122589056647[/C][C]-180.122589056647[/C][/ROW]
[ROW][C]273[/C][C]96.1[/C][C]277.793793298797[/C][C]-181.693793298797[/C][/ROW]
[ROW][C]274[/C][C]180[/C][C]269.374644946904[/C][C]-89.3746449469038[/C][/ROW]
[ROW][C]275[/C][C]86.3[/C][C]220.703440704754[/C][C]-134.403440704754[/C][/ROW]
[ROW][C]276[/C][C]41.7[/C][C]172.032236462604[/C][C]-130.332236462604[/C][/ROW]
[ROW][C]277[/C][C]20.4[/C][C]123.361032220453[/C][C]-102.961032220453[/C][/ROW]
[ROW][C]278[/C][C]10.2[/C][C]74.6898279783034[/C][C]-64.4898279783034[/C][/ROW]
[ROW][C]279[/C][C]5.19[/C][C]26.0186237361533[/C][C]-20.8286237361533[/C][/ROW]
[ROW][C]280[/C][C]54.8[/C][C]273.724190534982[/C][C]-218.924190534982[/C][/ROW]
[ROW][C]281[/C][C]29.6[/C][C]225.052986292832[/C][C]-195.452986292832[/C][/ROW]
[ROW][C]282[/C][C]16.1[/C][C]176.381782050682[/C][C]-160.281782050682[/C][/ROW]
[ROW][C]283[/C][C]8.9[/C][C]127.710577808532[/C][C]-118.810577808532[/C][/ROW]
[ROW][C]284[/C][C]4.97[/C][C]79.0393735663819[/C][C]-74.0693735663819[/C][/ROW]
[ROW][C]285[/C][C]2.8[/C][C]30.3681693242318[/C][C]-27.5681693242318[/C][/ROW]
[ROW][C]286[/C][C]5.97[/C][C]7.46285209959996[/C][C]-1.49285209959996[/C][/ROW]
[ROW][C]287[/C][C]12[/C][C]56.1340563417501[/C][C]-44.1340563417501[/C][/ROW]
[ROW][C]288[/C][C]35.6[/C][C]129.140862704975[/C][C]-93.5408627049752[/C][/ROW]
[ROW][C]289[/C][C]75.3[/C][C]177.812066947125[/C][C]-102.512066947125[/C][/ROW]
[ROW][C]290[/C][C]236[/C][C]250.818873310351[/C][C]-14.8188733103505[/C][/ROW]
[ROW][C]291[/C][C]4.24[/C][C]8.91893123310547[/C][C]-4.67893123310547[/C][/ROW]
[ROW][C]292[/C][C]8.05[/C][C]57.5901354752556[/C][C]-49.5401354752556[/C][/ROW]
[ROW][C]293[/C][C]15.5[/C][C]106.261339717406[/C][C]-90.7613397174057[/C][/ROW]
[ROW][C]294[/C][C]30.4[/C][C]154.932543959556[/C][C]-124.532543959556[/C][/ROW]
[ROW][C]295[/C][C]60.6[/C][C]203.603748201706[/C][C]-143.003748201706[/C][/ROW]
[ROW][C]296[/C][C]122[/C][C]252.274952443856[/C][C]-130.274952443856[/C][/ROW]
[ROW][C]297[/C][C]3.11[/C][C]12.2231108052911[/C][C]-9.11311080529114[/C][/ROW]
[ROW][C]298[/C][C]5.62[/C][C]60.8943150474412[/C][C]-55.2743150474412[/C][/ROW]
[ROW][C]299[/C][C]10.3[/C][C]109.565519289591[/C][C]-99.2655192895913[/C][/ROW]
[ROW][C]300[/C][C]19[/C][C]158.236723531741[/C][C]-139.236723531741[/C][/ROW]
[ROW][C]301[/C][C]35.5[/C][C]206.907927773892[/C][C]-171.407927773892[/C][/ROW]
[ROW][C]302[/C][C]67.2[/C][C]255.579132016042[/C][C]-188.379132016042[/C][/ROW]
[ROW][C]303[/C][C]2.98[/C][C]13.0631564592367[/C][C]-10.0831564592367[/C][/ROW]
[ROW][C]304[/C][C]5.34[/C][C]61.7343607013867[/C][C]-56.3943607013868[/C][/ROW]
[ROW][C]305[/C][C]9.67[/C][C]110.405564943537[/C][C]-100.735564943537[/C][/ROW]
[ROW][C]306[/C][C]17.7[/C][C]159.076769185687[/C][C]-141.376769185687[/C][/ROW]
[ROW][C]307[/C][C]32.9[/C][C]207.747973427837[/C][C]-174.847973427837[/C][/ROW]
[ROW][C]308[/C][C]61.8[/C][C]256.419177669987[/C][C]-194.619177669987[/C][/ROW]
[ROW][C]309[/C][C]4.5[/C][C]-35.2863791580194[/C][C]39.7863791580194[/C][/ROW]
[ROW][C]310[/C][C]8.62[/C][C]13.3848250841307[/C][C]-4.76482508413074[/C][/ROW]
[ROW][C]311[/C][C]23.6[/C][C]86.391631447356[/C][C]-62.7916314473559[/C][/ROW]
[ROW][C]312[/C][C]47.2[/C][C]135.062835689506[/C][C]-87.862835689506[/C][/ROW]
[ROW][C]313[/C][C]137[/C][C]208.069642052731[/C][C]-71.0696420527312[/C][/ROW]
[ROW][C]314[/C][C]3.3[/C][C]-33.8303000245139[/C][C]37.1303000245139[/C][/ROW]
[ROW][C]315[/C][C]6[/C][C]14.8409042176363[/C][C]-8.84090421763626[/C][/ROW]
[ROW][C]316[/C][C]11.1[/C][C]63.5121084597864[/C][C]-52.4121084597864[/C][/ROW]
[ROW][C]317[/C][C]20.7[/C][C]112.183312701937[/C][C]-91.4833127019365[/C][/ROW]
[ROW][C]318[/C][C]39.2[/C][C]160.854516944087[/C][C]-121.654516944087[/C][/ROW]
[ROW][C]319[/C][C]75[/C][C]209.525721186237[/C][C]-134.525721186237[/C][/ROW]
[ROW][C]320[/C][C]82.4[/C][C]122.571179537492[/C][C]-40.1711795374925[/C][/ROW]
[ROW][C]321[/C][C]42.7[/C][C]73.8999752953424[/C][C]-31.1999752953424[/C][/ROW]
[ROW][C]322[/C][C]22.3[/C][C]25.2287710531923[/C][C]-2.92877105319228[/C][/ROW]
[ROW][C]323[/C][C]11.8[/C][C]-23.4424331889578[/C][C]35.2424331889578[/C][/ROW]
[ROW][C]324[/C][C]6.37[/C][C]-72.113637431108[/C][C]78.483637431108[/C][/ROW]
[ROW][C]325[/C][C]3.46[/C][C]-120.784841673258[/C][C]124.244841673258[/C][/ROW]
[ROW][C]326[/C][C]58.5[/C][C]-5.67651423536552[/C][C]64.1765142353655[/C][/ROW]
[ROW][C]327[/C][C]31.3[/C][C]-54.3477184775156[/C][C]85.6477184775156[/C][/ROW]
[ROW][C]328[/C][C]17[/C][C]-103.018922719666[/C][C]120.018922719666[/C][/ROW]
[ROW][C]329[/C][C]9.3[/C][C]-151.690126961816[/C][C]160.990126961816[/C][/ROW]
[ROW][C]330[/C][C]5.16[/C][C]-200.361331203966[/C][C]205.521331203966[/C][/ROW]
[ROW][C]331[/C][C]2.9[/C][C]-249.032535446116[/C][C]251.932535446116[/C][/ROW]
[ROW][C]332[/C][C]698[/C][C]181.628647959880[/C][C]516.37135204012[/C][/ROW]
[ROW][C]333[/C][C]230[/C][C]132.957443717730[/C][C]97.0425562822705[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=8232&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=8232&T=3

As an alternative you can also use a QR Code:  
QR Code


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

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolationForecastResidualsPrediction Error
1760153.189140195334606.810859804666
2389128.853538074268260.146461925732
3201104.51793595319296.4820640468077
4987239.688120708387747.311879291613
5517215.352518587309301.647481412691
6272191.01691646623480.9830835337659
7144166.681314345159-22.6813143451590
814177.050795052217763.9492049477823
9266101.386397173293164.613602826707
10504125.721999294368378.278000705632
11960150.057601415443809.942398584557
1272.3166.655664806405-94.3556648064045
13128190.991266927480-62.9912669274796
14229215.32686904855513.6731309514454
15413239.662471169630173.337528830370
16748263.998073290705484.001926709295
17795104.423743035246690.576256964754
1820955.7525387930953153.247461206905
19833201.817595206235631.182404793765
20252153.14639096408498.8536090359155
21140128.81078884300911.1892111569906
2278.4104.475186721934-26.0751867219344
2312860.207132742050167.7928672579499
2423684.5427348631251151.457265136875
25466108.878336984200357.1216630158
26844133.213939105275710.786060894725
2784.277.00804582096017.19195417903991
28274125.679250063110148.320749936890
29501150.014852184185350.985147815815
30918174.350454305260743.64954569474
3161.5104.169521965198-42.6695219651980
32189152.84072620734836.1592737926519
33601201.511930449498399.488069550502
341076225.847532570573850.152467429427
3560104.449537183180-44.4495371831798
36184153.1207414253330.8792585746701
37580201.79194566748378.20805433252
381038226.127547788555811.872452211445
3942.9166.612915575147-123.712915575147
40124215.284119817297-91.284119817297
41369263.955324059447105.044675940553
42640288.290926180522351.709073819478
43841250.377651447115590.622348552885
44287201.70644720496585.2935527950352
4599.7153.035242962815-53.3352429628147
4635.7104.364038720665-68.6640387206645
47400157.293045838805242.706954161195
48133108.62184159665424.3781584033455
4945.659.9506373545044-14.3506373545044
5050.554.8248649683161-4.32486496831611
51150103.49606921046646.5039307895338
52262127.831671331541134.168328668459
53460152.167273452616307.832726547384
54810176.502875573691633.497124426309
5548.655.3848954042798-6.7848954042798
56143104.05609964643038.9439003535701
57249128.391701767505120.608298232495
58436152.72730388858283.27269611142
59766177.062906009655588.937093990345
6025.476.6660519708991-51.2660519708991
6166.7125.337256213049-58.6372562130493
62109149.672858334124-40.6728583341243
63299198.344062576274100.655937423726
64830247.015266818425582.984733181575
6518.5103.827528115137-85.327528115137
6645.8152.498732357287-106.698732357287
67117201.169936599437-84.1699365994372
68304249.84114084158754.1588591584127
69801298.512345083737502.487654916263
7018.1104.107543333119-86.0075433331188
7144.5152.778747575269-108.278747575269
72113201.449951817419-88.449951817419
73292250.12115605956941.8788439404308
74766298.792360301719467.207639698281
7512.9166.270921725086-153.370921725086
7629.9214.942125967236-185.042125967236
77111287.948932330461-176.948932330461
78272336.620136572611-64.6201365726113
791061409.626942935837651.373057064163
801007230.000607583226776.999392416774
81461193.497204401614267.502795598386
82212156.99380122000155.0061987799988
8328.659.651392735701-31.051392735701
8430.954.1173574377581-23.2173574377581
8584.1102.788561679908-18.6885616799082
86236151.45976592205884.5402340779417
87673200.130970164208472.869029835792
8811.1103.400035802561-92.3000358025608
8925152.071240044711-127.071240044711
9058.7200.742444286861-142.042444286861
91137249.413648529011-112.413648529011
92327298.08485277116128.9151472288388
93790346.756057013311443.243942986689
9410.8103.680051020543-92.8800510205426
9524.2152.351255262693-128.151255262693
9669213.190260565380-144.190260565380
97202274.029265868068-72.029265868068
98752347.036072231293404.963927768707
997.81165.843429412510-158.033429412510
10016.5214.514633654660-198.01463365466
10152.9287.521440017885-234.621440017885
102118336.192644260035-218.192644260035
103399409.199450623260-10.1994506232603
104798295.173480285483502.826519714517
105317246.50227604333370.4977239566669
10680.9173.495469680108-92.5954696801079
10733.4124.824265437958-91.4242654379578
10821.7100.488663316883-78.7886633168828
10914.276.1530611958077-61.9530611958077
110435229.359369114362205.640630885638
111105156.352562751137-51.352562751137
11241.9107.681358508987-65.7813585089868
11317.259.0101542668367-41.8101542668367
1145.17165.159441712388-159.989441712388
11510.1213.830645954538-203.730645954538
11620.3262.501850196688-242.201850196688
11741.3311.173054438838-269.873054438838
11885.4359.844258680988-274.444258680988
119179408.515462923138-229.515462923138
12015.852.8348805000295-37.0348805000295
12137.8101.506084742180-63.7060847421796
12293.4150.177288984330-56.7772889843297
123236198.8484932264837.1515067735202
124603247.51969746863355.48030253137
12514.853.674926153975-38.874926153975
12635.2102.346130396125-67.1461303961251
12786151.017334638275-65.0173346382752
128215199.68853888042515.3114611195746
129544248.359743122575295.640256877425
13011.4150.788763106982-139.388763106982
13123.2199.459967349132-176.259967349132
13248.2248.131171591283-199.931171591283
133102296.802375833433-194.802375833433
134217345.473580075583-128.473580075583
13510.357.7276773291082-47.4276773291082
13622.9106.398881571258-83.4988815712582
13752.1155.070085813408-102.970085813408
138121203.741290055558-82.7412900555585
139287252.41249429770934.5875057022914
140683301.083698539859381.916301460141
1418.1186.6963914685557-78.5863914685557
14214123.199794650168-109.199794650168
14320.2147.535396771243-127.335396771243
14443196.206601013393-153.206601013393
145138269.213407376619-131.213407376619
146304317.884611618769-13.8846116187687
1474.89101.970081770238-97.0800817702379
1489.51150.641286012388-141.131286012388
14916.8199.312490254538-182.512490254538
15054.2272.319296617763-218.119296617763
151161345.326102980988-184.326102980988
15219.745.9371602314574-26.2371602314574
15349.2394.6083644736075-45.3783644736075
154127143.279568715758-16.2795687157576
155334191.950772957908142.049227042092
156890240.621977200058649.378022799942
15713.747.3932393649629-33.6932393649629
15831.996.064443607113-64.164443607113
15976.8144.735647849263-67.9356478492631
160189193.406852091413-4.40685209141323
161471242.078056333563228.921943666437
1629.4650.6974189371485-41.2374189371485
16320.799.3686231792987-78.6686231792987
16446.3148.039827421449-101.739827421449
165106196.711031663599-90.7110316635989
166247245.3822359057491.61776409425102
167579294.053440147899284.946559852101
16819.2100.208668833244-81.0086688332442
16942.7148.879873075394-106.179873075394
17096.7197.551077317544-100.851077317544
171222246.222281559694-24.2222815596945
172515294.893485801845220.106514198155
1737.0756.0177080788034-48.9477080788034
17414.7104.688912320953-89.9889123209535
17531.1153.360116563104-122.260116563104
17667.4202.031320805254-134.631320805254
177148250.702525047404-102.702525047404
178329299.37372928955429.6262707104461
1793.51148.651301544101-145.141301544101
1806.46197.322505786251-190.862505786251
18122.8245.993710028402-223.193710028402
18243.6294.664914270552-251.064914270552
18384.5343.336118512702-258.836118512702
18455.9342.162659867925-286.262659867925
18525.8253.882163203017-228.082163203017
18612.1220.484649262549-208.384649262549
1875.03147.477842899324-142.447842899324
1882.8398.806638657174-95.976638657174
1893.6871.1086519074086-67.4286519074086
1906.83119.779856149559-112.949856149559
19124.5217.122264633859-192.622264633859
19247.4265.793468876009-218.393468876009
19392.8314.464673118159-221.664673118159
1942.898.2701280516465-95.4701280516465
1954.92146.941332293797-142.021332293797
1968.92195.612536535947-186.692536535947
19716.2244.283740778097-228.083740778097
19829.7292.954945020247-263.254945020247
19955341.626149262397-286.626149262397
20011.941.6622371056954-29.7622371056954
2012790.3334413478456-63.3334413478456
20263.2139.004645589996-75.8046455899957
203151187.675849832146-36.6758498321458
204367236.347054074296130.652945925704
205896285.018258316446610.981741683554
20617.591.7895204813511-74.2895204813511
20738.2140.460724723501-102.260724723501
20885189.131928965651-104.131928965651
209193237.803133207801-44.8031332078014
210440286.474337449952153.525662550048
2115.6846.4224958113866-40.7424958113866
21211.395.0937000535367-83.7937000535367
21323.1143.764904295687-120.664904295687
21447.9192.436108537837-144.536108537837
215101241.107312779987-140.107312779987
216215289.778517022137-74.7785170221372
2175.3547.2625414653321-41.9125414653321
21810.695.9337457074822-85.3337457074822
21921.3144.604949949632-123.304949949632
22043.6193.276154191782-149.676154191782
22190.8241.947358433933-151.147358433933
222191290.618562676083-99.6185626760827
2234.2651.7427849530415-47.4827849530415
2248.08100.413989195192-92.3339891951915
22515.6149.085193437342-133.485193437342
22630.6197.756397679492-167.156397679492
22761246.427601921642-185.427601921642
228123295.098806163792-172.098806163792
2296.9238.8433931134391-31.9233931134391
23014.387.5145973555891-73.2145973555891
23130.2136.185801597739-105.985801597739
23265.1184.857005839889-119.757005839889
233143233.528210082039-90.5282100820395
234315282.19941432419032.8005856758104
2352.5864.2687749061895-61.6887749061895
2364.51112.939979148340-108.429979148340
2377.97161.611183390490-153.641183390490
23819.1234.617989753715-215.517989753715
23946.8307.62479611694-260.82479611694
24044.5305.914826866635-261.414826866635
24121.2245.075821563948-223.875821563948
24210.2184.23681626126-174.03681626126
2434.37111.230009898035-106.860009898035
2442.5162.5588056558848-60.0488056558848
2456.1434.5684699876771-28.4284699876771
24612.483.2396742298272-70.8396742298272
24725.6131.910878471977-106.310878471977
24854180.582082714127-126.582082714127
249115229.253286956278-114.253286956278
250250277.924491198428-27.9244911984277
2514.3137.8726495598627-33.5626495598627
2528.286.5438538020129-78.3438538020129
25311.4110.879455923088-99.479455923088
25422.2159.550660165238-137.350660165238
25544208.221864407388-164.221864407388
2563.3143.1929387015176-39.8829387015176
2576.0491.8641429436677-85.8241429436677
25811.1140.535347185818-129.435347185818
25920.8189.206551427968-168.406551427968
26039.5237.877755670118-198.377755670118
26175.7286.548959912268-210.848959912268
262828.8374677284096-20.8374677284096
2631777.5086719705597-60.5086719705597
26436.8126.17987621271-89.3798762127099
26581.7174.85108045486-93.15108045486
266184223.52228469701-39.5222846970101
267418272.19348893916145.806511060840
2683.7534.4377720880463-30.6877720880463
2696.9883.1089763301964-76.1289763301964
27013.2131.780180572347-118.580180572347
27125.2180.451384814497-155.251384814497
27249229.122589056647-180.122589056647
27396.1277.793793298797-181.693793298797
274180269.374644946904-89.3746449469038
27586.3220.703440704754-134.403440704754
27641.7172.032236462604-130.332236462604
27720.4123.361032220453-102.961032220453
27810.274.6898279783034-64.4898279783034
2795.1926.0186237361533-20.8286237361533
28054.8273.724190534982-218.924190534982
28129.6225.052986292832-195.452986292832
28216.1176.381782050682-160.281782050682
2838.9127.710577808532-118.810577808532
2844.9779.0393735663819-74.0693735663819
2852.830.3681693242318-27.5681693242318
2865.977.46285209959996-1.49285209959996
2871256.1340563417501-44.1340563417501
28835.6129.140862704975-93.5408627049752
28975.3177.812066947125-102.512066947125
290236250.818873310351-14.8188733103505
2914.248.91893123310547-4.67893123310547
2928.0557.5901354752556-49.5401354752556
29315.5106.261339717406-90.7613397174057
29430.4154.932543959556-124.532543959556
29560.6203.603748201706-143.003748201706
296122252.274952443856-130.274952443856
2973.1112.2231108052911-9.11311080529114
2985.6260.8943150474412-55.2743150474412
29910.3109.565519289591-99.2655192895913
30019158.236723531741-139.236723531741
30135.5206.907927773892-171.407927773892
30267.2255.579132016042-188.379132016042
3032.9813.0631564592367-10.0831564592367
3045.3461.7343607013867-56.3943607013868
3059.67110.405564943537-100.735564943537
30617.7159.076769185687-141.376769185687
30732.9207.747973427837-174.847973427837
30861.8256.419177669987-194.619177669987
3094.5-35.286379158019439.7863791580194
3108.6213.3848250841307-4.76482508413074
31123.686.391631447356-62.7916314473559
31247.2135.062835689506-87.862835689506
313137208.069642052731-71.0696420527312
3143.3-33.830300024513937.1303000245139
315614.8409042176363-8.84090421763626
31611.163.5121084597864-52.4121084597864
31720.7112.183312701937-91.4833127019365
31839.2160.854516944087-121.654516944087
31975209.525721186237-134.525721186237
32082.4122.571179537492-40.1711795374925
32142.773.8999752953424-31.1999752953424
32222.325.2287710531923-2.92877105319228
32311.8-23.442433188957835.2424331889578
3246.37-72.11363743110878.483637431108
3253.46-120.784841673258124.244841673258
32658.5-5.6765142353655264.1765142353655
32731.3-54.347718477515685.6477184775156
32817-103.018922719666120.018922719666
3299.3-151.690126961816160.990126961816
3305.16-200.361331203966205.521331203966
3312.9-249.032535446116251.932535446116
332698181.628647959880516.37135204012
333230132.95744371773097.0425562822705






Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
70.1408676320734340.2817352641468680.859132367926566
80.05608812955495970.1121762591099190.94391187044504
90.03685162184652150.0737032436930430.963148378153478
100.01953221906977170.03906443813954350.980467780930228
110.01556122360855010.03112244721710010.98443877639145
120.01033133940679610.02066267881359210.989668660593204
130.00806102680215260.01612205360430520.991938973197847
140.01780584331622040.03561168663244090.98219415668378
150.02581450193190160.05162900386380320.974185498068098
160.01605095966849320.03210191933698640.983949040331507
170.04744451334362460.09488902668724910.952555486656375
180.03201059623531330.06402119247062650.967989403764687
190.0235895940683460.0471791881366920.976410405931654
200.02426595296014420.04853190592028840.975734047039856
210.01520960218086230.03041920436172460.984790397819138
220.01139198181288700.02278396362577400.988608018187113
230.01086024177944450.02172048355888910.989139758220555
240.00662381031229480.01324762062458960.993376189687705
250.004298268623424860.008596537246849720.995701731376575
260.0067534040613480.0135068081226960.993246595938652
270.004858600802105490.009717201604210970.995141399197895
280.004442362571855570.008884725143711140.995557637428144
290.003704336933751450.007408673867502890.996295663066249
300.004147016705883570.008294033411767150.995852983294116
310.004021672150731660.008043344301463310.995978327849268
320.003636838245362670.007273676490725340.996363161754637
330.003475278210829960.006950556421659910.99652472178917
340.00625938929404040.01251877858808080.99374061070596
350.005873620846531930.01174724169306390.994126379153468
360.005514000959160750.01102800191832150.99448599904084
370.005986656195332910.01197331239066580.994013343804667
380.01001682188848140.02003364377696270.989983178111519
390.02101458226978510.04202916453957030.978985417730215
400.0158892835095430.0317785670190860.984110716490457
410.01876392139515940.03752784279031870.98123607860484
420.01844332751145280.03688665502290560.981556672488547
430.02631485472110810.05262970944221610.973685145278892
440.02055009486563730.04110018973127470.979449905134363
450.01894836750467230.03789673500934450.981051632495328
460.0612505886843470.1225011773686940.938749411315653
470.1147597555188000.2295195110376000.8852402444812
480.1387847217347430.2775694434694860.861215278265257
490.2452632681498240.4905265362996480.754736731850176
500.3640287300840730.7280574601681470.635971269915927
510.3304181048090740.6608362096181490.669581895190926
520.2961234475005450.5922468950010910.703876552499455
530.2824261664280390.5648523328560780.71757383357196
540.3948883919527350.789776783905470.605111608047265
550.4119094558914840.8238189117829690.588090544108516
560.3720761092573370.7441522185146740.627923890742663
570.3418073774080130.6836147548160260.658192622591987
580.3256533250472070.6513066500944130.674346674952793
590.4044456796730680.8088913593461360.595554320326932
600.4175210959394380.8350421918788760.582478904060562
610.3828720490333650.765744098066730.617127950966635
620.3781590710210710.7563181420421420.621840928978929
630.4285510373179940.8571020746359890.571448962682006
640.4981942046842120.9963884093684250.501805795315788
650.5368174077102620.9263651845794770.463182592289738
660.4974489819482810.9948979638965620.502551018051719
670.5221155106190120.9557689787619760.477884489380988
680.595764735990540.808470528018920.40423526400946
690.660819004515840.678361990968320.33918099548416
700.6879369673137470.6241260653725060.312063032686253
710.6529755890863050.6940488218273890.347024410913695
720.6603561254457340.6792877491085310.339643874554266
730.7052544417825020.5894911164349960.294745558217498
740.7607282900377890.4785434199244230.239271709962211
750.826488231528110.3470235369437810.173511768471891
760.805910284172940.3881794316541190.194089715827059
770.8105512890772220.3788974218455570.189448710922778
780.8348111151898870.3303777696202250.165188884810113
790.9476693905409960.1046612189180080.0523306094590042
800.9972658691848260.005468261630347760.00273413081517388
810.9976438823160880.004712235367824410.00235611768391221
820.9970522007304250.005895598539149660.00294779926957483
830.9980702065716270.003859586856746850.00192979342837342
840.99936979715090.001260405698201180.00063020284910059
850.9993675481665840.001264903666832060.000632451833416032
860.9992685501443340.001462899711331190.000731449855665594
870.99986015184810.000279696303801430.000139848151900715
880.9999431579874640.0001136840250726755.68420125363377e-05
890.9999309998721970.0001380002556060176.90001278030087e-05
900.9999054658911410.0001890682177170039.45341088585016e-05
910.99990162543850.0001967491229998979.83745614999486e-05
920.9999137820980380.0001724358039244268.62179019622128e-05
930.9999835509522373.28980955269440e-051.64490477634720e-05
940.9999915926705641.68146588719529e-058.40732943597644e-06
950.9999891969869772.16060260460195e-051.08030130230097e-05
960.999985647450262.87050994778571e-051.43525497389285e-05
970.9999867240601392.65518797223599e-051.32759398611799e-05
980.9999978573309734.28533805434254e-062.14266902717127e-06
990.9999993508736441.29825271180884e-066.49126355904422e-07
1000.9999992818606581.43627868487984e-067.1813934243992e-07
1010.9999990073814381.98523712332900e-069.92618561664501e-07
1020.9999990342718721.93145625672125e-069.65728128360627e-07
1030.9999994884188391.02316232187739e-065.11581160938697e-07
1040.9999999857452532.85094950228605e-081.42547475114302e-08
1050.9999999857190032.85619945996094e-081.42809972998047e-08
1060.999999977661914.46761807308948e-082.23380903654474e-08
1070.9999999687470616.25058772846464e-083.12529386423232e-08
1080.9999999652178916.95642171123254e-083.47821085561627e-08
1090.9999999719827915.60344174541957e-082.80172087270978e-08
1100.9999999858425042.83149910690596e-081.41574955345298e-08
1110.999999980009983.99800384463975e-081.99900192231988e-08
1120.9999999800759053.98481902552358e-081.99240951276179e-08
1130.999999990370961.92580803537502e-089.62904017687508e-09
1140.9999999994775081.04498370578102e-095.2249185289051e-10
1150.999999999741515.16980427789416e-102.58490213894708e-10
1160.9999999996818676.362656167331e-103.1813280836655e-10
1170.9999999995122069.75588007348257e-104.87794003674128e-10
1180.9999999993683861.26322851698399e-096.31614258491993e-10
1190.9999999994361831.12763332521922e-095.63816662609612e-10
1200.9999999999244651.51069976202865e-107.55349881014326e-11
1210.9999999999499961.00007888902026e-105.00039444510128e-11
1220.999999999939031.21942028836554e-106.09710144182768e-11
1230.9999999999275751.44849052670328e-107.2424526335164e-11
1240.9999999999965316.9372169029214e-123.4686084514607e-12
1250.9999999999979784.04494734865663e-122.02247367432832e-12
1260.9999999999974425.11546309460839e-122.55773154730420e-12
1270.9999999999957868.42723972767653e-124.21361986383827e-12
1280.9999999999935331.29344660912066e-116.4672330456033e-12
1290.9999999999991041.79240835605501e-128.96204178027507e-13
1300.9999999999989872.02554482074901e-121.01277241037451e-12
1310.99999999999833.40128122170279e-121.70064061085140e-12
1320.9999999999971145.77235455301448e-122.88617727650724e-12
1330.9999999999958688.26387672218158e-124.13193836109079e-12
1340.9999999999951749.65257395293575e-124.82628697646788e-12
1350.9999999999974435.11469818937516e-122.55734909468758e-12
1360.9999999999970145.971191815716e-122.985595907858e-12
1370.9999999999952479.50645814736324e-124.75322907368162e-12
1380.9999999999918071.63865705861370e-118.19328529306851e-12
1390.9999999999890382.19234198418195e-111.09617099209097e-11
1400.9999999999997994.02430839357596e-132.01215419678798e-13
1410.9999999999998353.29807740923564e-131.64903870461782e-13
1420.9999999999997784.43241929261823e-132.21620964630911e-13
1430.9999999999996447.11278803639704e-133.55639401819852e-13
1440.9999999999993711.25768941325726e-126.28844706628631e-13
1450.9999999999989972.00536445425573e-121.00268222712787e-12
1460.9999999999988262.34806311906948e-121.17403155953474e-12
1470.9999999999993031.39449512868691e-126.97247564343455e-13
1480.9999999999991571.68655462801720e-128.43277314008598e-13
1490.9999999999985952.81072887258477e-121.40536443629238e-12
1500.9999999999976974.60585495312819e-122.30292747656409e-12
1510.999999999997055.89986656592061e-122.94993328296031e-12
1520.9999999999994381.12439515608719e-125.62197578043595e-13
1530.9999999999996756.5029877239106e-133.2514938619553e-13
1540.9999999999997175.65883071527794e-132.82941535763897e-13
1550.9999999999999061.88504732901967e-139.42523664509835e-14
15613.284577116091e-201.6422885580455e-20
15712.89377522744895e-201.44688761372448e-20
15814.33035861319088e-202.16517930659544e-20
15918.1029357198793e-204.05146785993965e-20
16011.36403441935019e-196.82017209675095e-20
16119.82152823641726e-214.91076411820863e-21
16211.22520290788819e-206.12601453944094e-21
16312.20782866681920e-201.10391433340960e-20
16414.51848392018389e-202.25924196009194e-20
16519.61779614855968e-204.80889807427984e-20
16611.51279431498139e-197.56397157490696e-20
16711.51695503929426e-217.5847751964713e-22
16812.90749356979254e-211.45374678489627e-21
16916.17184438166167e-213.08592219083084e-21
17011.33881008765489e-206.69405043827446e-21
17112.29466140866686e-201.14733070433343e-20
17216.89015910497443e-223.44507955248722e-22
17311.03686170533783e-215.18430852668913e-22
17412.08527299679481e-211.04263649839740e-21
17514.49380245847972e-212.24690122923986e-21
17619.47650306234823e-214.73825153117411e-21
17711.91474890874446e-209.5737445437223e-21
17811.41696079961184e-207.0848039980592e-21
17912.33056393368334e-201.16528196684167e-20
18014.89071399396622e-202.44535699698311e-20
18111.05118805458977e-195.25594027294883e-20
18212.04572163507370e-191.02286081753685e-19
18313.45356832750871e-191.72678416375436e-19
18417.12882035076447e-193.56441017538224e-19
18511.35566023118132e-186.77830115590662e-19
18612.38564167566047e-181.19282083783024e-18
18712.49696304050258e-181.24848152025129e-18
18811.57713030980336e-187.88565154901678e-19
18911.50589732115091e-187.52948660575457e-19
19012.30724061140686e-181.15362030570343e-18
19114.71591642415161e-182.35795821207581e-18
19219.3916886766166e-184.6958443383083e-18
19311.83643173256608e-179.18215866283038e-18
19411.38126392951440e-176.90631964757201e-18
19511.68883523427366e-178.4441761713683e-18
19612.77465494005123e-171.38732747002562e-17
19715.28078864976018e-172.64039432488009e-17
19811.03164244518721e-165.15821222593605e-17
19911.87742208719482e-169.38711043597409e-17
20011.34456809492741e-166.72284047463706e-17
20111.52536397508122e-167.6268198754061e-17
20212.20697562275985e-161.10348781137992e-16
20313.27854906862849e-161.63927453431424e-16
20418.38173433069442e-174.19086716534721e-17
20515.72584923474069e-282.86292461737034e-28
20611.15274145317021e-275.76370726585106e-28
20712.69718274125e-271.348591370625e-27
20817.01413467118744e-273.50706733559372e-27
20911.29780862627549e-266.48904313137744e-27
21017.98373336386829e-293.99186668193414e-29
21111.52929213489331e-287.64646067446657e-29
21213.63330641928631e-281.81665320964315e-28
21319.30058455044838e-284.65029227522419e-28
21412.47269946881983e-271.23634973440992e-27
21516.99587843623438e-273.49793921811719e-27
21611.19041497752371e-265.95207488761855e-27
21712.45600702230275e-261.22800351115138e-26
21815.96906084501984e-262.98453042250992e-26
21911.51792471769677e-257.58962358848387e-26
22013.91546998104052e-251.95773499052026e-25
22111.06577702670845e-245.32888513354226e-25
22212.20643088812109e-241.10321544406055e-24
22314.65318879709110e-242.32659439854555e-24
22411.13799000338543e-235.68995001692714e-24
22512.87166121471276e-231.43583060735638e-23
22617.08161812804792e-233.54080906402396e-23
22711.75285207725708e-228.76426038628538e-23
22814.49301953996623e-222.24650976998312e-22
22915.87290888743549e-222.93645444371774e-22
23011.02207955094486e-215.1103977547243e-22
23112.07391311427415e-211.03695655713707e-21
23214.74419334032995e-212.37209667016498e-21
23311.05403308046653e-205.27016540233266e-21
23412.98936411376013e-211.49468205688006e-21
23514.70508842922013e-212.35254421461007e-21
23619.72225648851222e-214.86112824425611e-21
23712.32592735371971e-201.16296367685986e-20
23815.8545845655599e-202.92729228277995e-20
23911.42736513479789e-197.13682567398945e-20
24013.35582145032893e-191.67791072516447e-19
24117.52092411808614e-193.76046205904307e-19
24211.62483987128376e-188.12419935641882e-19
24313.20113941406587e-181.60056970703293e-18
24415.65354034843447e-182.82677017421723e-18
24519.17405752122393e-184.58702876061196e-18
24611.76777698063132e-178.83888490315661e-18
24713.70501723992511e-171.85250861996256e-17
24818.31139112992132e-174.15569556496066e-17
24911.93265344854607e-169.66326724273035e-17
25011.90652496483119e-169.53262482415596e-17
25113.64789218853683e-161.82394609426841e-16
25217.68358779704356e-163.84179389852178e-16
25311.65292433821235e-158.26462169106174e-16
2540.9999999999999983.5847230211092e-151.7923615105546e-15
2550.9999999999999967.90443543362432e-153.95221771681216e-15
2560.9999999999999921.58845289477109e-147.94226447385543e-15
2570.9999999999999833.38111845683869e-141.69055922841934e-14
2580.9999999999999647.12363842615179e-143.56181921307589e-14
2590.9999999999999291.43135821897578e-137.1567910948789e-14
2600.9999999999998612.77055226930601e-131.38527613465300e-13
2610.999999999999725.58769313482435e-132.79384656741218e-13
2620.9999999999994971.00591160074102e-125.02955800370511e-13
2630.9999999999990051.99030052519111e-129.95150262595556e-13
2640.9999999999979294.14284823451621e-122.07142411725811e-12
2650.9999999999955798.84227597326776e-124.42113798663388e-12
2660.999999999993361.32810826951140e-116.64054134755701e-12
2670.9999999999998762.47486923239015e-131.23743461619508e-13
2680.9999999999997425.16262984936018e-132.58131492468009e-13
2690.9999999999994481.10441201245723e-125.52206006228615e-13
2700.9999999999988322.33609483323242e-121.16804741661621e-12
2710.9999999999975644.87177071272421e-122.43588535636210e-12
2720.9999999999947871.04261312211441e-115.21306561057207e-12
2730.9999999999878732.42546261733232e-111.21273130866616e-11
2740.99999999998083.83996589836929e-111.91998294918464e-11
2750.999999999956678.66614454196166e-114.33307227098083e-11
2760.9999999999036751.92649326727174e-109.63246633635872e-11
2770.9999999997937144.12571946602828e-102.06285973301414e-10
2780.9999999995718958.56210032101094e-104.28105016050547e-10
2790.9999999991443051.71139065057904e-098.5569532528952e-10
2800.9999999985992072.80158630298594e-091.40079315149297e-09
2810.999999998085463.82908233996975e-091.91454116998487e-09
2820.9999999976534984.69300463401848e-092.34650231700924e-09
2830.9999999973060115.38797776658152e-092.69398888329076e-09
2840.9999999971076635.78467454754136e-092.89233727377068e-09
2850.9999999972957475.40850659007342e-092.70425329503671e-09
2860.9999999954795949.04081242680053e-094.52040621340027e-09
2870.9999999914263341.71473312641353e-088.57366563206767e-09
2880.999999982524073.49518599594873e-081.74759299797436e-08
2890.9999999664853636.70292735931329e-083.35146367965665e-08
2900.9999999870361772.59276464714262e-081.29638232357131e-08
2910.9999999737444735.25110548069329e-082.62555274034665e-08
2920.9999999436849071.12630186935557e-075.63150934677784e-08
2930.9999998760379952.47924010717954e-071.23962005358977e-07
2940.9999997258834075.48233185445528e-072.74116592722764e-07
2950.9999994080821471.18383570605857e-065.91917853029284e-07
2960.9999989542252752.09154944920624e-061.04577472460312e-06
2970.9999981164797423.76704051679349e-061.88352025839674e-06
2980.9999967788691976.4422616057082e-063.2211308028541e-06
2990.9999947684791391.04630417217798e-055.23152086088989e-06
3000.9999917968609361.64062781279658e-058.20313906398288e-06
3010.9999871572730282.5685453944563e-051.28427269722815e-05
3020.9999786101230064.27797539870382e-052.13898769935191e-05
3030.9999719419082545.61161834909839e-052.80580917454919e-05
3040.9999703696698845.92606602328317e-052.96303301164158e-05
3050.999975505492934.89890141405716e-052.44945070702858e-05
3060.999984880980133.02380397378067e-051.51190198689033e-05
3070.9999939155356811.21689286377028e-056.08446431885142e-06
3080.9999989703697872.05926042519704e-061.02963021259852e-06
3090.9999978438228134.31235437473888e-062.15617718736944e-06
3100.999994982275291.00354494215834e-055.01772471079171e-06
3110.9999873881047192.52237905629019e-051.26118952814509e-05
3120.999969035158056.19296839011552e-053.09648419505776e-05
3130.9999579328242038.4134351593899e-054.20671757969495e-05
3140.9998936016831670.0002127966336658210.000106398316832910
3150.9997383193388090.0005233613223824350.000261680661191217
3160.9993944385463680.001211122907264070.000605561453632033
3170.9986922595472240.00261548090555290.00130774045277645
3180.9973126216511070.005374756697785390.00268737834889269
3190.9945081289299950.01098374214001070.00549187107000533
3200.9881351640173870.02372967196522680.0118648359826134
3210.9752164545526030.04956709089479380.0247835454473969
3220.9507610563955640.09847788720887120.0492389436044356
3230.9066328371155160.1867343257689670.0933671628844836
3240.8316568510278330.3366862979443350.168343148972167
3250.7146279891686750.5707440216626490.285372010831325
3260.5541882981695940.8916234036608120.445811701830406

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
7 & 0.140867632073434 & 0.281735264146868 & 0.859132367926566 \tabularnewline
8 & 0.0560881295549597 & 0.112176259109919 & 0.94391187044504 \tabularnewline
9 & 0.0368516218465215 & 0.073703243693043 & 0.963148378153478 \tabularnewline
10 & 0.0195322190697717 & 0.0390644381395435 & 0.980467780930228 \tabularnewline
11 & 0.0155612236085501 & 0.0311224472171001 & 0.98443877639145 \tabularnewline
12 & 0.0103313394067961 & 0.0206626788135921 & 0.989668660593204 \tabularnewline
13 & 0.0080610268021526 & 0.0161220536043052 & 0.991938973197847 \tabularnewline
14 & 0.0178058433162204 & 0.0356116866324409 & 0.98219415668378 \tabularnewline
15 & 0.0258145019319016 & 0.0516290038638032 & 0.974185498068098 \tabularnewline
16 & 0.0160509596684932 & 0.0321019193369864 & 0.983949040331507 \tabularnewline
17 & 0.0474445133436246 & 0.0948890266872491 & 0.952555486656375 \tabularnewline
18 & 0.0320105962353133 & 0.0640211924706265 & 0.967989403764687 \tabularnewline
19 & 0.023589594068346 & 0.047179188136692 & 0.976410405931654 \tabularnewline
20 & 0.0242659529601442 & 0.0485319059202884 & 0.975734047039856 \tabularnewline
21 & 0.0152096021808623 & 0.0304192043617246 & 0.984790397819138 \tabularnewline
22 & 0.0113919818128870 & 0.0227839636257740 & 0.988608018187113 \tabularnewline
23 & 0.0108602417794445 & 0.0217204835588891 & 0.989139758220555 \tabularnewline
24 & 0.0066238103122948 & 0.0132476206245896 & 0.993376189687705 \tabularnewline
25 & 0.00429826862342486 & 0.00859653724684972 & 0.995701731376575 \tabularnewline
26 & 0.006753404061348 & 0.013506808122696 & 0.993246595938652 \tabularnewline
27 & 0.00485860080210549 & 0.00971720160421097 & 0.995141399197895 \tabularnewline
28 & 0.00444236257185557 & 0.00888472514371114 & 0.995557637428144 \tabularnewline
29 & 0.00370433693375145 & 0.00740867386750289 & 0.996295663066249 \tabularnewline
30 & 0.00414701670588357 & 0.00829403341176715 & 0.995852983294116 \tabularnewline
31 & 0.00402167215073166 & 0.00804334430146331 & 0.995978327849268 \tabularnewline
32 & 0.00363683824536267 & 0.00727367649072534 & 0.996363161754637 \tabularnewline
33 & 0.00347527821082996 & 0.00695055642165991 & 0.99652472178917 \tabularnewline
34 & 0.0062593892940404 & 0.0125187785880808 & 0.99374061070596 \tabularnewline
35 & 0.00587362084653193 & 0.0117472416930639 & 0.994126379153468 \tabularnewline
36 & 0.00551400095916075 & 0.0110280019183215 & 0.99448599904084 \tabularnewline
37 & 0.00598665619533291 & 0.0119733123906658 & 0.994013343804667 \tabularnewline
38 & 0.0100168218884814 & 0.0200336437769627 & 0.989983178111519 \tabularnewline
39 & 0.0210145822697851 & 0.0420291645395703 & 0.978985417730215 \tabularnewline
40 & 0.015889283509543 & 0.031778567019086 & 0.984110716490457 \tabularnewline
41 & 0.0187639213951594 & 0.0375278427903187 & 0.98123607860484 \tabularnewline
42 & 0.0184433275114528 & 0.0368866550229056 & 0.981556672488547 \tabularnewline
43 & 0.0263148547211081 & 0.0526297094422161 & 0.973685145278892 \tabularnewline
44 & 0.0205500948656373 & 0.0411001897312747 & 0.979449905134363 \tabularnewline
45 & 0.0189483675046723 & 0.0378967350093445 & 0.981051632495328 \tabularnewline
46 & 0.061250588684347 & 0.122501177368694 & 0.938749411315653 \tabularnewline
47 & 0.114759755518800 & 0.229519511037600 & 0.8852402444812 \tabularnewline
48 & 0.138784721734743 & 0.277569443469486 & 0.861215278265257 \tabularnewline
49 & 0.245263268149824 & 0.490526536299648 & 0.754736731850176 \tabularnewline
50 & 0.364028730084073 & 0.728057460168147 & 0.635971269915927 \tabularnewline
51 & 0.330418104809074 & 0.660836209618149 & 0.669581895190926 \tabularnewline
52 & 0.296123447500545 & 0.592246895001091 & 0.703876552499455 \tabularnewline
53 & 0.282426166428039 & 0.564852332856078 & 0.71757383357196 \tabularnewline
54 & 0.394888391952735 & 0.78977678390547 & 0.605111608047265 \tabularnewline
55 & 0.411909455891484 & 0.823818911782969 & 0.588090544108516 \tabularnewline
56 & 0.372076109257337 & 0.744152218514674 & 0.627923890742663 \tabularnewline
57 & 0.341807377408013 & 0.683614754816026 & 0.658192622591987 \tabularnewline
58 & 0.325653325047207 & 0.651306650094413 & 0.674346674952793 \tabularnewline
59 & 0.404445679673068 & 0.808891359346136 & 0.595554320326932 \tabularnewline
60 & 0.417521095939438 & 0.835042191878876 & 0.582478904060562 \tabularnewline
61 & 0.382872049033365 & 0.76574409806673 & 0.617127950966635 \tabularnewline
62 & 0.378159071021071 & 0.756318142042142 & 0.621840928978929 \tabularnewline
63 & 0.428551037317994 & 0.857102074635989 & 0.571448962682006 \tabularnewline
64 & 0.498194204684212 & 0.996388409368425 & 0.501805795315788 \tabularnewline
65 & 0.536817407710262 & 0.926365184579477 & 0.463182592289738 \tabularnewline
66 & 0.497448981948281 & 0.994897963896562 & 0.502551018051719 \tabularnewline
67 & 0.522115510619012 & 0.955768978761976 & 0.477884489380988 \tabularnewline
68 & 0.59576473599054 & 0.80847052801892 & 0.40423526400946 \tabularnewline
69 & 0.66081900451584 & 0.67836199096832 & 0.33918099548416 \tabularnewline
70 & 0.687936967313747 & 0.624126065372506 & 0.312063032686253 \tabularnewline
71 & 0.652975589086305 & 0.694048821827389 & 0.347024410913695 \tabularnewline
72 & 0.660356125445734 & 0.679287749108531 & 0.339643874554266 \tabularnewline
73 & 0.705254441782502 & 0.589491116434996 & 0.294745558217498 \tabularnewline
74 & 0.760728290037789 & 0.478543419924423 & 0.239271709962211 \tabularnewline
75 & 0.82648823152811 & 0.347023536943781 & 0.173511768471891 \tabularnewline
76 & 0.80591028417294 & 0.388179431654119 & 0.194089715827059 \tabularnewline
77 & 0.810551289077222 & 0.378897421845557 & 0.189448710922778 \tabularnewline
78 & 0.834811115189887 & 0.330377769620225 & 0.165188884810113 \tabularnewline
79 & 0.947669390540996 & 0.104661218918008 & 0.0523306094590042 \tabularnewline
80 & 0.997265869184826 & 0.00546826163034776 & 0.00273413081517388 \tabularnewline
81 & 0.997643882316088 & 0.00471223536782441 & 0.00235611768391221 \tabularnewline
82 & 0.997052200730425 & 0.00589559853914966 & 0.00294779926957483 \tabularnewline
83 & 0.998070206571627 & 0.00385958685674685 & 0.00192979342837342 \tabularnewline
84 & 0.9993697971509 & 0.00126040569820118 & 0.00063020284910059 \tabularnewline
85 & 0.999367548166584 & 0.00126490366683206 & 0.000632451833416032 \tabularnewline
86 & 0.999268550144334 & 0.00146289971133119 & 0.000731449855665594 \tabularnewline
87 & 0.9998601518481 & 0.00027969630380143 & 0.000139848151900715 \tabularnewline
88 & 0.999943157987464 & 0.000113684025072675 & 5.68420125363377e-05 \tabularnewline
89 & 0.999930999872197 & 0.000138000255606017 & 6.90001278030087e-05 \tabularnewline
90 & 0.999905465891141 & 0.000189068217717003 & 9.45341088585016e-05 \tabularnewline
91 & 0.9999016254385 & 0.000196749122999897 & 9.83745614999486e-05 \tabularnewline
92 & 0.999913782098038 & 0.000172435803924426 & 8.62179019622128e-05 \tabularnewline
93 & 0.999983550952237 & 3.28980955269440e-05 & 1.64490477634720e-05 \tabularnewline
94 & 0.999991592670564 & 1.68146588719529e-05 & 8.40732943597644e-06 \tabularnewline
95 & 0.999989196986977 & 2.16060260460195e-05 & 1.08030130230097e-05 \tabularnewline
96 & 0.99998564745026 & 2.87050994778571e-05 & 1.43525497389285e-05 \tabularnewline
97 & 0.999986724060139 & 2.65518797223599e-05 & 1.32759398611799e-05 \tabularnewline
98 & 0.999997857330973 & 4.28533805434254e-06 & 2.14266902717127e-06 \tabularnewline
99 & 0.999999350873644 & 1.29825271180884e-06 & 6.49126355904422e-07 \tabularnewline
100 & 0.999999281860658 & 1.43627868487984e-06 & 7.1813934243992e-07 \tabularnewline
101 & 0.999999007381438 & 1.98523712332900e-06 & 9.92618561664501e-07 \tabularnewline
102 & 0.999999034271872 & 1.93145625672125e-06 & 9.65728128360627e-07 \tabularnewline
103 & 0.999999488418839 & 1.02316232187739e-06 & 5.11581160938697e-07 \tabularnewline
104 & 0.999999985745253 & 2.85094950228605e-08 & 1.42547475114302e-08 \tabularnewline
105 & 0.999999985719003 & 2.85619945996094e-08 & 1.42809972998047e-08 \tabularnewline
106 & 0.99999997766191 & 4.46761807308948e-08 & 2.23380903654474e-08 \tabularnewline
107 & 0.999999968747061 & 6.25058772846464e-08 & 3.12529386423232e-08 \tabularnewline
108 & 0.999999965217891 & 6.95642171123254e-08 & 3.47821085561627e-08 \tabularnewline
109 & 0.999999971982791 & 5.60344174541957e-08 & 2.80172087270978e-08 \tabularnewline
110 & 0.999999985842504 & 2.83149910690596e-08 & 1.41574955345298e-08 \tabularnewline
111 & 0.99999998000998 & 3.99800384463975e-08 & 1.99900192231988e-08 \tabularnewline
112 & 0.999999980075905 & 3.98481902552358e-08 & 1.99240951276179e-08 \tabularnewline
113 & 0.99999999037096 & 1.92580803537502e-08 & 9.62904017687508e-09 \tabularnewline
114 & 0.999999999477508 & 1.04498370578102e-09 & 5.2249185289051e-10 \tabularnewline
115 & 0.99999999974151 & 5.16980427789416e-10 & 2.58490213894708e-10 \tabularnewline
116 & 0.999999999681867 & 6.362656167331e-10 & 3.1813280836655e-10 \tabularnewline
117 & 0.999999999512206 & 9.75588007348257e-10 & 4.87794003674128e-10 \tabularnewline
118 & 0.999999999368386 & 1.26322851698399e-09 & 6.31614258491993e-10 \tabularnewline
119 & 0.999999999436183 & 1.12763332521922e-09 & 5.63816662609612e-10 \tabularnewline
120 & 0.999999999924465 & 1.51069976202865e-10 & 7.55349881014326e-11 \tabularnewline
121 & 0.999999999949996 & 1.00007888902026e-10 & 5.00039444510128e-11 \tabularnewline
122 & 0.99999999993903 & 1.21942028836554e-10 & 6.09710144182768e-11 \tabularnewline
123 & 0.999999999927575 & 1.44849052670328e-10 & 7.2424526335164e-11 \tabularnewline
124 & 0.999999999996531 & 6.9372169029214e-12 & 3.4686084514607e-12 \tabularnewline
125 & 0.999999999997978 & 4.04494734865663e-12 & 2.02247367432832e-12 \tabularnewline
126 & 0.999999999997442 & 5.11546309460839e-12 & 2.55773154730420e-12 \tabularnewline
127 & 0.999999999995786 & 8.42723972767653e-12 & 4.21361986383827e-12 \tabularnewline
128 & 0.999999999993533 & 1.29344660912066e-11 & 6.4672330456033e-12 \tabularnewline
129 & 0.999999999999104 & 1.79240835605501e-12 & 8.96204178027507e-13 \tabularnewline
130 & 0.999999999998987 & 2.02554482074901e-12 & 1.01277241037451e-12 \tabularnewline
131 & 0.9999999999983 & 3.40128122170279e-12 & 1.70064061085140e-12 \tabularnewline
132 & 0.999999999997114 & 5.77235455301448e-12 & 2.88617727650724e-12 \tabularnewline
133 & 0.999999999995868 & 8.26387672218158e-12 & 4.13193836109079e-12 \tabularnewline
134 & 0.999999999995174 & 9.65257395293575e-12 & 4.82628697646788e-12 \tabularnewline
135 & 0.999999999997443 & 5.11469818937516e-12 & 2.55734909468758e-12 \tabularnewline
136 & 0.999999999997014 & 5.971191815716e-12 & 2.985595907858e-12 \tabularnewline
137 & 0.999999999995247 & 9.50645814736324e-12 & 4.75322907368162e-12 \tabularnewline
138 & 0.999999999991807 & 1.63865705861370e-11 & 8.19328529306851e-12 \tabularnewline
139 & 0.999999999989038 & 2.19234198418195e-11 & 1.09617099209097e-11 \tabularnewline
140 & 0.999999999999799 & 4.02430839357596e-13 & 2.01215419678798e-13 \tabularnewline
141 & 0.999999999999835 & 3.29807740923564e-13 & 1.64903870461782e-13 \tabularnewline
142 & 0.999999999999778 & 4.43241929261823e-13 & 2.21620964630911e-13 \tabularnewline
143 & 0.999999999999644 & 7.11278803639704e-13 & 3.55639401819852e-13 \tabularnewline
144 & 0.999999999999371 & 1.25768941325726e-12 & 6.28844706628631e-13 \tabularnewline
145 & 0.999999999998997 & 2.00536445425573e-12 & 1.00268222712787e-12 \tabularnewline
146 & 0.999999999998826 & 2.34806311906948e-12 & 1.17403155953474e-12 \tabularnewline
147 & 0.999999999999303 & 1.39449512868691e-12 & 6.97247564343455e-13 \tabularnewline
148 & 0.999999999999157 & 1.68655462801720e-12 & 8.43277314008598e-13 \tabularnewline
149 & 0.999999999998595 & 2.81072887258477e-12 & 1.40536443629238e-12 \tabularnewline
150 & 0.999999999997697 & 4.60585495312819e-12 & 2.30292747656409e-12 \tabularnewline
151 & 0.99999999999705 & 5.89986656592061e-12 & 2.94993328296031e-12 \tabularnewline
152 & 0.999999999999438 & 1.12439515608719e-12 & 5.62197578043595e-13 \tabularnewline
153 & 0.999999999999675 & 6.5029877239106e-13 & 3.2514938619553e-13 \tabularnewline
154 & 0.999999999999717 & 5.65883071527794e-13 & 2.82941535763897e-13 \tabularnewline
155 & 0.999999999999906 & 1.88504732901967e-13 & 9.42523664509835e-14 \tabularnewline
156 & 1 & 3.284577116091e-20 & 1.6422885580455e-20 \tabularnewline
157 & 1 & 2.89377522744895e-20 & 1.44688761372448e-20 \tabularnewline
158 & 1 & 4.33035861319088e-20 & 2.16517930659544e-20 \tabularnewline
159 & 1 & 8.1029357198793e-20 & 4.05146785993965e-20 \tabularnewline
160 & 1 & 1.36403441935019e-19 & 6.82017209675095e-20 \tabularnewline
161 & 1 & 9.82152823641726e-21 & 4.91076411820863e-21 \tabularnewline
162 & 1 & 1.22520290788819e-20 & 6.12601453944094e-21 \tabularnewline
163 & 1 & 2.20782866681920e-20 & 1.10391433340960e-20 \tabularnewline
164 & 1 & 4.51848392018389e-20 & 2.25924196009194e-20 \tabularnewline
165 & 1 & 9.61779614855968e-20 & 4.80889807427984e-20 \tabularnewline
166 & 1 & 1.51279431498139e-19 & 7.56397157490696e-20 \tabularnewline
167 & 1 & 1.51695503929426e-21 & 7.5847751964713e-22 \tabularnewline
168 & 1 & 2.90749356979254e-21 & 1.45374678489627e-21 \tabularnewline
169 & 1 & 6.17184438166167e-21 & 3.08592219083084e-21 \tabularnewline
170 & 1 & 1.33881008765489e-20 & 6.69405043827446e-21 \tabularnewline
171 & 1 & 2.29466140866686e-20 & 1.14733070433343e-20 \tabularnewline
172 & 1 & 6.89015910497443e-22 & 3.44507955248722e-22 \tabularnewline
173 & 1 & 1.03686170533783e-21 & 5.18430852668913e-22 \tabularnewline
174 & 1 & 2.08527299679481e-21 & 1.04263649839740e-21 \tabularnewline
175 & 1 & 4.49380245847972e-21 & 2.24690122923986e-21 \tabularnewline
176 & 1 & 9.47650306234823e-21 & 4.73825153117411e-21 \tabularnewline
177 & 1 & 1.91474890874446e-20 & 9.5737445437223e-21 \tabularnewline
178 & 1 & 1.41696079961184e-20 & 7.0848039980592e-21 \tabularnewline
179 & 1 & 2.33056393368334e-20 & 1.16528196684167e-20 \tabularnewline
180 & 1 & 4.89071399396622e-20 & 2.44535699698311e-20 \tabularnewline
181 & 1 & 1.05118805458977e-19 & 5.25594027294883e-20 \tabularnewline
182 & 1 & 2.04572163507370e-19 & 1.02286081753685e-19 \tabularnewline
183 & 1 & 3.45356832750871e-19 & 1.72678416375436e-19 \tabularnewline
184 & 1 & 7.12882035076447e-19 & 3.56441017538224e-19 \tabularnewline
185 & 1 & 1.35566023118132e-18 & 6.77830115590662e-19 \tabularnewline
186 & 1 & 2.38564167566047e-18 & 1.19282083783024e-18 \tabularnewline
187 & 1 & 2.49696304050258e-18 & 1.24848152025129e-18 \tabularnewline
188 & 1 & 1.57713030980336e-18 & 7.88565154901678e-19 \tabularnewline
189 & 1 & 1.50589732115091e-18 & 7.52948660575457e-19 \tabularnewline
190 & 1 & 2.30724061140686e-18 & 1.15362030570343e-18 \tabularnewline
191 & 1 & 4.71591642415161e-18 & 2.35795821207581e-18 \tabularnewline
192 & 1 & 9.3916886766166e-18 & 4.6958443383083e-18 \tabularnewline
193 & 1 & 1.83643173256608e-17 & 9.18215866283038e-18 \tabularnewline
194 & 1 & 1.38126392951440e-17 & 6.90631964757201e-18 \tabularnewline
195 & 1 & 1.68883523427366e-17 & 8.4441761713683e-18 \tabularnewline
196 & 1 & 2.77465494005123e-17 & 1.38732747002562e-17 \tabularnewline
197 & 1 & 5.28078864976018e-17 & 2.64039432488009e-17 \tabularnewline
198 & 1 & 1.03164244518721e-16 & 5.15821222593605e-17 \tabularnewline
199 & 1 & 1.87742208719482e-16 & 9.38711043597409e-17 \tabularnewline
200 & 1 & 1.34456809492741e-16 & 6.72284047463706e-17 \tabularnewline
201 & 1 & 1.52536397508122e-16 & 7.6268198754061e-17 \tabularnewline
202 & 1 & 2.20697562275985e-16 & 1.10348781137992e-16 \tabularnewline
203 & 1 & 3.27854906862849e-16 & 1.63927453431424e-16 \tabularnewline
204 & 1 & 8.38173433069442e-17 & 4.19086716534721e-17 \tabularnewline
205 & 1 & 5.72584923474069e-28 & 2.86292461737034e-28 \tabularnewline
206 & 1 & 1.15274145317021e-27 & 5.76370726585106e-28 \tabularnewline
207 & 1 & 2.69718274125e-27 & 1.348591370625e-27 \tabularnewline
208 & 1 & 7.01413467118744e-27 & 3.50706733559372e-27 \tabularnewline
209 & 1 & 1.29780862627549e-26 & 6.48904313137744e-27 \tabularnewline
210 & 1 & 7.98373336386829e-29 & 3.99186668193414e-29 \tabularnewline
211 & 1 & 1.52929213489331e-28 & 7.64646067446657e-29 \tabularnewline
212 & 1 & 3.63330641928631e-28 & 1.81665320964315e-28 \tabularnewline
213 & 1 & 9.30058455044838e-28 & 4.65029227522419e-28 \tabularnewline
214 & 1 & 2.47269946881983e-27 & 1.23634973440992e-27 \tabularnewline
215 & 1 & 6.99587843623438e-27 & 3.49793921811719e-27 \tabularnewline
216 & 1 & 1.19041497752371e-26 & 5.95207488761855e-27 \tabularnewline
217 & 1 & 2.45600702230275e-26 & 1.22800351115138e-26 \tabularnewline
218 & 1 & 5.96906084501984e-26 & 2.98453042250992e-26 \tabularnewline
219 & 1 & 1.51792471769677e-25 & 7.58962358848387e-26 \tabularnewline
220 & 1 & 3.91546998104052e-25 & 1.95773499052026e-25 \tabularnewline
221 & 1 & 1.06577702670845e-24 & 5.32888513354226e-25 \tabularnewline
222 & 1 & 2.20643088812109e-24 & 1.10321544406055e-24 \tabularnewline
223 & 1 & 4.65318879709110e-24 & 2.32659439854555e-24 \tabularnewline
224 & 1 & 1.13799000338543e-23 & 5.68995001692714e-24 \tabularnewline
225 & 1 & 2.87166121471276e-23 & 1.43583060735638e-23 \tabularnewline
226 & 1 & 7.08161812804792e-23 & 3.54080906402396e-23 \tabularnewline
227 & 1 & 1.75285207725708e-22 & 8.76426038628538e-23 \tabularnewline
228 & 1 & 4.49301953996623e-22 & 2.24650976998312e-22 \tabularnewline
229 & 1 & 5.87290888743549e-22 & 2.93645444371774e-22 \tabularnewline
230 & 1 & 1.02207955094486e-21 & 5.1103977547243e-22 \tabularnewline
231 & 1 & 2.07391311427415e-21 & 1.03695655713707e-21 \tabularnewline
232 & 1 & 4.74419334032995e-21 & 2.37209667016498e-21 \tabularnewline
233 & 1 & 1.05403308046653e-20 & 5.27016540233266e-21 \tabularnewline
234 & 1 & 2.98936411376013e-21 & 1.49468205688006e-21 \tabularnewline
235 & 1 & 4.70508842922013e-21 & 2.35254421461007e-21 \tabularnewline
236 & 1 & 9.72225648851222e-21 & 4.86112824425611e-21 \tabularnewline
237 & 1 & 2.32592735371971e-20 & 1.16296367685986e-20 \tabularnewline
238 & 1 & 5.8545845655599e-20 & 2.92729228277995e-20 \tabularnewline
239 & 1 & 1.42736513479789e-19 & 7.13682567398945e-20 \tabularnewline
240 & 1 & 3.35582145032893e-19 & 1.67791072516447e-19 \tabularnewline
241 & 1 & 7.52092411808614e-19 & 3.76046205904307e-19 \tabularnewline
242 & 1 & 1.62483987128376e-18 & 8.12419935641882e-19 \tabularnewline
243 & 1 & 3.20113941406587e-18 & 1.60056970703293e-18 \tabularnewline
244 & 1 & 5.65354034843447e-18 & 2.82677017421723e-18 \tabularnewline
245 & 1 & 9.17405752122393e-18 & 4.58702876061196e-18 \tabularnewline
246 & 1 & 1.76777698063132e-17 & 8.83888490315661e-18 \tabularnewline
247 & 1 & 3.70501723992511e-17 & 1.85250861996256e-17 \tabularnewline
248 & 1 & 8.31139112992132e-17 & 4.15569556496066e-17 \tabularnewline
249 & 1 & 1.93265344854607e-16 & 9.66326724273035e-17 \tabularnewline
250 & 1 & 1.90652496483119e-16 & 9.53262482415596e-17 \tabularnewline
251 & 1 & 3.64789218853683e-16 & 1.82394609426841e-16 \tabularnewline
252 & 1 & 7.68358779704356e-16 & 3.84179389852178e-16 \tabularnewline
253 & 1 & 1.65292433821235e-15 & 8.26462169106174e-16 \tabularnewline
254 & 0.999999999999998 & 3.5847230211092e-15 & 1.7923615105546e-15 \tabularnewline
255 & 0.999999999999996 & 7.90443543362432e-15 & 3.95221771681216e-15 \tabularnewline
256 & 0.999999999999992 & 1.58845289477109e-14 & 7.94226447385543e-15 \tabularnewline
257 & 0.999999999999983 & 3.38111845683869e-14 & 1.69055922841934e-14 \tabularnewline
258 & 0.999999999999964 & 7.12363842615179e-14 & 3.56181921307589e-14 \tabularnewline
259 & 0.999999999999929 & 1.43135821897578e-13 & 7.1567910948789e-14 \tabularnewline
260 & 0.999999999999861 & 2.77055226930601e-13 & 1.38527613465300e-13 \tabularnewline
261 & 0.99999999999972 & 5.58769313482435e-13 & 2.79384656741218e-13 \tabularnewline
262 & 0.999999999999497 & 1.00591160074102e-12 & 5.02955800370511e-13 \tabularnewline
263 & 0.999999999999005 & 1.99030052519111e-12 & 9.95150262595556e-13 \tabularnewline
264 & 0.999999999997929 & 4.14284823451621e-12 & 2.07142411725811e-12 \tabularnewline
265 & 0.999999999995579 & 8.84227597326776e-12 & 4.42113798663388e-12 \tabularnewline
266 & 0.99999999999336 & 1.32810826951140e-11 & 6.64054134755701e-12 \tabularnewline
267 & 0.999999999999876 & 2.47486923239015e-13 & 1.23743461619508e-13 \tabularnewline
268 & 0.999999999999742 & 5.16262984936018e-13 & 2.58131492468009e-13 \tabularnewline
269 & 0.999999999999448 & 1.10441201245723e-12 & 5.52206006228615e-13 \tabularnewline
270 & 0.999999999998832 & 2.33609483323242e-12 & 1.16804741661621e-12 \tabularnewline
271 & 0.999999999997564 & 4.87177071272421e-12 & 2.43588535636210e-12 \tabularnewline
272 & 0.999999999994787 & 1.04261312211441e-11 & 5.21306561057207e-12 \tabularnewline
273 & 0.999999999987873 & 2.42546261733232e-11 & 1.21273130866616e-11 \tabularnewline
274 & 0.9999999999808 & 3.83996589836929e-11 & 1.91998294918464e-11 \tabularnewline
275 & 0.99999999995667 & 8.66614454196166e-11 & 4.33307227098083e-11 \tabularnewline
276 & 0.999999999903675 & 1.92649326727174e-10 & 9.63246633635872e-11 \tabularnewline
277 & 0.999999999793714 & 4.12571946602828e-10 & 2.06285973301414e-10 \tabularnewline
278 & 0.999999999571895 & 8.56210032101094e-10 & 4.28105016050547e-10 \tabularnewline
279 & 0.999999999144305 & 1.71139065057904e-09 & 8.5569532528952e-10 \tabularnewline
280 & 0.999999998599207 & 2.80158630298594e-09 & 1.40079315149297e-09 \tabularnewline
281 & 0.99999999808546 & 3.82908233996975e-09 & 1.91454116998487e-09 \tabularnewline
282 & 0.999999997653498 & 4.69300463401848e-09 & 2.34650231700924e-09 \tabularnewline
283 & 0.999999997306011 & 5.38797776658152e-09 & 2.69398888329076e-09 \tabularnewline
284 & 0.999999997107663 & 5.78467454754136e-09 & 2.89233727377068e-09 \tabularnewline
285 & 0.999999997295747 & 5.40850659007342e-09 & 2.70425329503671e-09 \tabularnewline
286 & 0.999999995479594 & 9.04081242680053e-09 & 4.52040621340027e-09 \tabularnewline
287 & 0.999999991426334 & 1.71473312641353e-08 & 8.57366563206767e-09 \tabularnewline
288 & 0.99999998252407 & 3.49518599594873e-08 & 1.74759299797436e-08 \tabularnewline
289 & 0.999999966485363 & 6.70292735931329e-08 & 3.35146367965665e-08 \tabularnewline
290 & 0.999999987036177 & 2.59276464714262e-08 & 1.29638232357131e-08 \tabularnewline
291 & 0.999999973744473 & 5.25110548069329e-08 & 2.62555274034665e-08 \tabularnewline
292 & 0.999999943684907 & 1.12630186935557e-07 & 5.63150934677784e-08 \tabularnewline
293 & 0.999999876037995 & 2.47924010717954e-07 & 1.23962005358977e-07 \tabularnewline
294 & 0.999999725883407 & 5.48233185445528e-07 & 2.74116592722764e-07 \tabularnewline
295 & 0.999999408082147 & 1.18383570605857e-06 & 5.91917853029284e-07 \tabularnewline
296 & 0.999998954225275 & 2.09154944920624e-06 & 1.04577472460312e-06 \tabularnewline
297 & 0.999998116479742 & 3.76704051679349e-06 & 1.88352025839674e-06 \tabularnewline
298 & 0.999996778869197 & 6.4422616057082e-06 & 3.2211308028541e-06 \tabularnewline
299 & 0.999994768479139 & 1.04630417217798e-05 & 5.23152086088989e-06 \tabularnewline
300 & 0.999991796860936 & 1.64062781279658e-05 & 8.20313906398288e-06 \tabularnewline
301 & 0.999987157273028 & 2.5685453944563e-05 & 1.28427269722815e-05 \tabularnewline
302 & 0.999978610123006 & 4.27797539870382e-05 & 2.13898769935191e-05 \tabularnewline
303 & 0.999971941908254 & 5.61161834909839e-05 & 2.80580917454919e-05 \tabularnewline
304 & 0.999970369669884 & 5.92606602328317e-05 & 2.96303301164158e-05 \tabularnewline
305 & 0.99997550549293 & 4.89890141405716e-05 & 2.44945070702858e-05 \tabularnewline
306 & 0.99998488098013 & 3.02380397378067e-05 & 1.51190198689033e-05 \tabularnewline
307 & 0.999993915535681 & 1.21689286377028e-05 & 6.08446431885142e-06 \tabularnewline
308 & 0.999998970369787 & 2.05926042519704e-06 & 1.02963021259852e-06 \tabularnewline
309 & 0.999997843822813 & 4.31235437473888e-06 & 2.15617718736944e-06 \tabularnewline
310 & 0.99999498227529 & 1.00354494215834e-05 & 5.01772471079171e-06 \tabularnewline
311 & 0.999987388104719 & 2.52237905629019e-05 & 1.26118952814509e-05 \tabularnewline
312 & 0.99996903515805 & 6.19296839011552e-05 & 3.09648419505776e-05 \tabularnewline
313 & 0.999957932824203 & 8.4134351593899e-05 & 4.20671757969495e-05 \tabularnewline
314 & 0.999893601683167 & 0.000212796633665821 & 0.000106398316832910 \tabularnewline
315 & 0.999738319338809 & 0.000523361322382435 & 0.000261680661191217 \tabularnewline
316 & 0.999394438546368 & 0.00121112290726407 & 0.000605561453632033 \tabularnewline
317 & 0.998692259547224 & 0.0026154809055529 & 0.00130774045277645 \tabularnewline
318 & 0.997312621651107 & 0.00537475669778539 & 0.00268737834889269 \tabularnewline
319 & 0.994508128929995 & 0.0109837421400107 & 0.00549187107000533 \tabularnewline
320 & 0.988135164017387 & 0.0237296719652268 & 0.0118648359826134 \tabularnewline
321 & 0.975216454552603 & 0.0495670908947938 & 0.0247835454473969 \tabularnewline
322 & 0.950761056395564 & 0.0984778872088712 & 0.0492389436044356 \tabularnewline
323 & 0.906632837115516 & 0.186734325768967 & 0.0933671628844836 \tabularnewline
324 & 0.831656851027833 & 0.336686297944335 & 0.168343148972167 \tabularnewline
325 & 0.714627989168675 & 0.570744021662649 & 0.285372010831325 \tabularnewline
326 & 0.554188298169594 & 0.891623403660812 & 0.445811701830406 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=8232&T=4

[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]0.140867632073434[/C][C]0.281735264146868[/C][C]0.859132367926566[/C][/ROW]
[ROW][C]8[/C][C]0.0560881295549597[/C][C]0.112176259109919[/C][C]0.94391187044504[/C][/ROW]
[ROW][C]9[/C][C]0.0368516218465215[/C][C]0.073703243693043[/C][C]0.963148378153478[/C][/ROW]
[ROW][C]10[/C][C]0.0195322190697717[/C][C]0.0390644381395435[/C][C]0.980467780930228[/C][/ROW]
[ROW][C]11[/C][C]0.0155612236085501[/C][C]0.0311224472171001[/C][C]0.98443877639145[/C][/ROW]
[ROW][C]12[/C][C]0.0103313394067961[/C][C]0.0206626788135921[/C][C]0.989668660593204[/C][/ROW]
[ROW][C]13[/C][C]0.0080610268021526[/C][C]0.0161220536043052[/C][C]0.991938973197847[/C][/ROW]
[ROW][C]14[/C][C]0.0178058433162204[/C][C]0.0356116866324409[/C][C]0.98219415668378[/C][/ROW]
[ROW][C]15[/C][C]0.0258145019319016[/C][C]0.0516290038638032[/C][C]0.974185498068098[/C][/ROW]
[ROW][C]16[/C][C]0.0160509596684932[/C][C]0.0321019193369864[/C][C]0.983949040331507[/C][/ROW]
[ROW][C]17[/C][C]0.0474445133436246[/C][C]0.0948890266872491[/C][C]0.952555486656375[/C][/ROW]
[ROW][C]18[/C][C]0.0320105962353133[/C][C]0.0640211924706265[/C][C]0.967989403764687[/C][/ROW]
[ROW][C]19[/C][C]0.023589594068346[/C][C]0.047179188136692[/C][C]0.976410405931654[/C][/ROW]
[ROW][C]20[/C][C]0.0242659529601442[/C][C]0.0485319059202884[/C][C]0.975734047039856[/C][/ROW]
[ROW][C]21[/C][C]0.0152096021808623[/C][C]0.0304192043617246[/C][C]0.984790397819138[/C][/ROW]
[ROW][C]22[/C][C]0.0113919818128870[/C][C]0.0227839636257740[/C][C]0.988608018187113[/C][/ROW]
[ROW][C]23[/C][C]0.0108602417794445[/C][C]0.0217204835588891[/C][C]0.989139758220555[/C][/ROW]
[ROW][C]24[/C][C]0.0066238103122948[/C][C]0.0132476206245896[/C][C]0.993376189687705[/C][/ROW]
[ROW][C]25[/C][C]0.00429826862342486[/C][C]0.00859653724684972[/C][C]0.995701731376575[/C][/ROW]
[ROW][C]26[/C][C]0.006753404061348[/C][C]0.013506808122696[/C][C]0.993246595938652[/C][/ROW]
[ROW][C]27[/C][C]0.00485860080210549[/C][C]0.00971720160421097[/C][C]0.995141399197895[/C][/ROW]
[ROW][C]28[/C][C]0.00444236257185557[/C][C]0.00888472514371114[/C][C]0.995557637428144[/C][/ROW]
[ROW][C]29[/C][C]0.00370433693375145[/C][C]0.00740867386750289[/C][C]0.996295663066249[/C][/ROW]
[ROW][C]30[/C][C]0.00414701670588357[/C][C]0.00829403341176715[/C][C]0.995852983294116[/C][/ROW]
[ROW][C]31[/C][C]0.00402167215073166[/C][C]0.00804334430146331[/C][C]0.995978327849268[/C][/ROW]
[ROW][C]32[/C][C]0.00363683824536267[/C][C]0.00727367649072534[/C][C]0.996363161754637[/C][/ROW]
[ROW][C]33[/C][C]0.00347527821082996[/C][C]0.00695055642165991[/C][C]0.99652472178917[/C][/ROW]
[ROW][C]34[/C][C]0.0062593892940404[/C][C]0.0125187785880808[/C][C]0.99374061070596[/C][/ROW]
[ROW][C]35[/C][C]0.00587362084653193[/C][C]0.0117472416930639[/C][C]0.994126379153468[/C][/ROW]
[ROW][C]36[/C][C]0.00551400095916075[/C][C]0.0110280019183215[/C][C]0.99448599904084[/C][/ROW]
[ROW][C]37[/C][C]0.00598665619533291[/C][C]0.0119733123906658[/C][C]0.994013343804667[/C][/ROW]
[ROW][C]38[/C][C]0.0100168218884814[/C][C]0.0200336437769627[/C][C]0.989983178111519[/C][/ROW]
[ROW][C]39[/C][C]0.0210145822697851[/C][C]0.0420291645395703[/C][C]0.978985417730215[/C][/ROW]
[ROW][C]40[/C][C]0.015889283509543[/C][C]0.031778567019086[/C][C]0.984110716490457[/C][/ROW]
[ROW][C]41[/C][C]0.0187639213951594[/C][C]0.0375278427903187[/C][C]0.98123607860484[/C][/ROW]
[ROW][C]42[/C][C]0.0184433275114528[/C][C]0.0368866550229056[/C][C]0.981556672488547[/C][/ROW]
[ROW][C]43[/C][C]0.0263148547211081[/C][C]0.0526297094422161[/C][C]0.973685145278892[/C][/ROW]
[ROW][C]44[/C][C]0.0205500948656373[/C][C]0.0411001897312747[/C][C]0.979449905134363[/C][/ROW]
[ROW][C]45[/C][C]0.0189483675046723[/C][C]0.0378967350093445[/C][C]0.981051632495328[/C][/ROW]
[ROW][C]46[/C][C]0.061250588684347[/C][C]0.122501177368694[/C][C]0.938749411315653[/C][/ROW]
[ROW][C]47[/C][C]0.114759755518800[/C][C]0.229519511037600[/C][C]0.8852402444812[/C][/ROW]
[ROW][C]48[/C][C]0.138784721734743[/C][C]0.277569443469486[/C][C]0.861215278265257[/C][/ROW]
[ROW][C]49[/C][C]0.245263268149824[/C][C]0.490526536299648[/C][C]0.754736731850176[/C][/ROW]
[ROW][C]50[/C][C]0.364028730084073[/C][C]0.728057460168147[/C][C]0.635971269915927[/C][/ROW]
[ROW][C]51[/C][C]0.330418104809074[/C][C]0.660836209618149[/C][C]0.669581895190926[/C][/ROW]
[ROW][C]52[/C][C]0.296123447500545[/C][C]0.592246895001091[/C][C]0.703876552499455[/C][/ROW]
[ROW][C]53[/C][C]0.282426166428039[/C][C]0.564852332856078[/C][C]0.71757383357196[/C][/ROW]
[ROW][C]54[/C][C]0.394888391952735[/C][C]0.78977678390547[/C][C]0.605111608047265[/C][/ROW]
[ROW][C]55[/C][C]0.411909455891484[/C][C]0.823818911782969[/C][C]0.588090544108516[/C][/ROW]
[ROW][C]56[/C][C]0.372076109257337[/C][C]0.744152218514674[/C][C]0.627923890742663[/C][/ROW]
[ROW][C]57[/C][C]0.341807377408013[/C][C]0.683614754816026[/C][C]0.658192622591987[/C][/ROW]
[ROW][C]58[/C][C]0.325653325047207[/C][C]0.651306650094413[/C][C]0.674346674952793[/C][/ROW]
[ROW][C]59[/C][C]0.404445679673068[/C][C]0.808891359346136[/C][C]0.595554320326932[/C][/ROW]
[ROW][C]60[/C][C]0.417521095939438[/C][C]0.835042191878876[/C][C]0.582478904060562[/C][/ROW]
[ROW][C]61[/C][C]0.382872049033365[/C][C]0.76574409806673[/C][C]0.617127950966635[/C][/ROW]
[ROW][C]62[/C][C]0.378159071021071[/C][C]0.756318142042142[/C][C]0.621840928978929[/C][/ROW]
[ROW][C]63[/C][C]0.428551037317994[/C][C]0.857102074635989[/C][C]0.571448962682006[/C][/ROW]
[ROW][C]64[/C][C]0.498194204684212[/C][C]0.996388409368425[/C][C]0.501805795315788[/C][/ROW]
[ROW][C]65[/C][C]0.536817407710262[/C][C]0.926365184579477[/C][C]0.463182592289738[/C][/ROW]
[ROW][C]66[/C][C]0.497448981948281[/C][C]0.994897963896562[/C][C]0.502551018051719[/C][/ROW]
[ROW][C]67[/C][C]0.522115510619012[/C][C]0.955768978761976[/C][C]0.477884489380988[/C][/ROW]
[ROW][C]68[/C][C]0.59576473599054[/C][C]0.80847052801892[/C][C]0.40423526400946[/C][/ROW]
[ROW][C]69[/C][C]0.66081900451584[/C][C]0.67836199096832[/C][C]0.33918099548416[/C][/ROW]
[ROW][C]70[/C][C]0.687936967313747[/C][C]0.624126065372506[/C][C]0.312063032686253[/C][/ROW]
[ROW][C]71[/C][C]0.652975589086305[/C][C]0.694048821827389[/C][C]0.347024410913695[/C][/ROW]
[ROW][C]72[/C][C]0.660356125445734[/C][C]0.679287749108531[/C][C]0.339643874554266[/C][/ROW]
[ROW][C]73[/C][C]0.705254441782502[/C][C]0.589491116434996[/C][C]0.294745558217498[/C][/ROW]
[ROW][C]74[/C][C]0.760728290037789[/C][C]0.478543419924423[/C][C]0.239271709962211[/C][/ROW]
[ROW][C]75[/C][C]0.82648823152811[/C][C]0.347023536943781[/C][C]0.173511768471891[/C][/ROW]
[ROW][C]76[/C][C]0.80591028417294[/C][C]0.388179431654119[/C][C]0.194089715827059[/C][/ROW]
[ROW][C]77[/C][C]0.810551289077222[/C][C]0.378897421845557[/C][C]0.189448710922778[/C][/ROW]
[ROW][C]78[/C][C]0.834811115189887[/C][C]0.330377769620225[/C][C]0.165188884810113[/C][/ROW]
[ROW][C]79[/C][C]0.947669390540996[/C][C]0.104661218918008[/C][C]0.0523306094590042[/C][/ROW]
[ROW][C]80[/C][C]0.997265869184826[/C][C]0.00546826163034776[/C][C]0.00273413081517388[/C][/ROW]
[ROW][C]81[/C][C]0.997643882316088[/C][C]0.00471223536782441[/C][C]0.00235611768391221[/C][/ROW]
[ROW][C]82[/C][C]0.997052200730425[/C][C]0.00589559853914966[/C][C]0.00294779926957483[/C][/ROW]
[ROW][C]83[/C][C]0.998070206571627[/C][C]0.00385958685674685[/C][C]0.00192979342837342[/C][/ROW]
[ROW][C]84[/C][C]0.9993697971509[/C][C]0.00126040569820118[/C][C]0.00063020284910059[/C][/ROW]
[ROW][C]85[/C][C]0.999367548166584[/C][C]0.00126490366683206[/C][C]0.000632451833416032[/C][/ROW]
[ROW][C]86[/C][C]0.999268550144334[/C][C]0.00146289971133119[/C][C]0.000731449855665594[/C][/ROW]
[ROW][C]87[/C][C]0.9998601518481[/C][C]0.00027969630380143[/C][C]0.000139848151900715[/C][/ROW]
[ROW][C]88[/C][C]0.999943157987464[/C][C]0.000113684025072675[/C][C]5.68420125363377e-05[/C][/ROW]
[ROW][C]89[/C][C]0.999930999872197[/C][C]0.000138000255606017[/C][C]6.90001278030087e-05[/C][/ROW]
[ROW][C]90[/C][C]0.999905465891141[/C][C]0.000189068217717003[/C][C]9.45341088585016e-05[/C][/ROW]
[ROW][C]91[/C][C]0.9999016254385[/C][C]0.000196749122999897[/C][C]9.83745614999486e-05[/C][/ROW]
[ROW][C]92[/C][C]0.999913782098038[/C][C]0.000172435803924426[/C][C]8.62179019622128e-05[/C][/ROW]
[ROW][C]93[/C][C]0.999983550952237[/C][C]3.28980955269440e-05[/C][C]1.64490477634720e-05[/C][/ROW]
[ROW][C]94[/C][C]0.999991592670564[/C][C]1.68146588719529e-05[/C][C]8.40732943597644e-06[/C][/ROW]
[ROW][C]95[/C][C]0.999989196986977[/C][C]2.16060260460195e-05[/C][C]1.08030130230097e-05[/C][/ROW]
[ROW][C]96[/C][C]0.99998564745026[/C][C]2.87050994778571e-05[/C][C]1.43525497389285e-05[/C][/ROW]
[ROW][C]97[/C][C]0.999986724060139[/C][C]2.65518797223599e-05[/C][C]1.32759398611799e-05[/C][/ROW]
[ROW][C]98[/C][C]0.999997857330973[/C][C]4.28533805434254e-06[/C][C]2.14266902717127e-06[/C][/ROW]
[ROW][C]99[/C][C]0.999999350873644[/C][C]1.29825271180884e-06[/C][C]6.49126355904422e-07[/C][/ROW]
[ROW][C]100[/C][C]0.999999281860658[/C][C]1.43627868487984e-06[/C][C]7.1813934243992e-07[/C][/ROW]
[ROW][C]101[/C][C]0.999999007381438[/C][C]1.98523712332900e-06[/C][C]9.92618561664501e-07[/C][/ROW]
[ROW][C]102[/C][C]0.999999034271872[/C][C]1.93145625672125e-06[/C][C]9.65728128360627e-07[/C][/ROW]
[ROW][C]103[/C][C]0.999999488418839[/C][C]1.02316232187739e-06[/C][C]5.11581160938697e-07[/C][/ROW]
[ROW][C]104[/C][C]0.999999985745253[/C][C]2.85094950228605e-08[/C][C]1.42547475114302e-08[/C][/ROW]
[ROW][C]105[/C][C]0.999999985719003[/C][C]2.85619945996094e-08[/C][C]1.42809972998047e-08[/C][/ROW]
[ROW][C]106[/C][C]0.99999997766191[/C][C]4.46761807308948e-08[/C][C]2.23380903654474e-08[/C][/ROW]
[ROW][C]107[/C][C]0.999999968747061[/C][C]6.25058772846464e-08[/C][C]3.12529386423232e-08[/C][/ROW]
[ROW][C]108[/C][C]0.999999965217891[/C][C]6.95642171123254e-08[/C][C]3.47821085561627e-08[/C][/ROW]
[ROW][C]109[/C][C]0.999999971982791[/C][C]5.60344174541957e-08[/C][C]2.80172087270978e-08[/C][/ROW]
[ROW][C]110[/C][C]0.999999985842504[/C][C]2.83149910690596e-08[/C][C]1.41574955345298e-08[/C][/ROW]
[ROW][C]111[/C][C]0.99999998000998[/C][C]3.99800384463975e-08[/C][C]1.99900192231988e-08[/C][/ROW]
[ROW][C]112[/C][C]0.999999980075905[/C][C]3.98481902552358e-08[/C][C]1.99240951276179e-08[/C][/ROW]
[ROW][C]113[/C][C]0.99999999037096[/C][C]1.92580803537502e-08[/C][C]9.62904017687508e-09[/C][/ROW]
[ROW][C]114[/C][C]0.999999999477508[/C][C]1.04498370578102e-09[/C][C]5.2249185289051e-10[/C][/ROW]
[ROW][C]115[/C][C]0.99999999974151[/C][C]5.16980427789416e-10[/C][C]2.58490213894708e-10[/C][/ROW]
[ROW][C]116[/C][C]0.999999999681867[/C][C]6.362656167331e-10[/C][C]3.1813280836655e-10[/C][/ROW]
[ROW][C]117[/C][C]0.999999999512206[/C][C]9.75588007348257e-10[/C][C]4.87794003674128e-10[/C][/ROW]
[ROW][C]118[/C][C]0.999999999368386[/C][C]1.26322851698399e-09[/C][C]6.31614258491993e-10[/C][/ROW]
[ROW][C]119[/C][C]0.999999999436183[/C][C]1.12763332521922e-09[/C][C]5.63816662609612e-10[/C][/ROW]
[ROW][C]120[/C][C]0.999999999924465[/C][C]1.51069976202865e-10[/C][C]7.55349881014326e-11[/C][/ROW]
[ROW][C]121[/C][C]0.999999999949996[/C][C]1.00007888902026e-10[/C][C]5.00039444510128e-11[/C][/ROW]
[ROW][C]122[/C][C]0.99999999993903[/C][C]1.21942028836554e-10[/C][C]6.09710144182768e-11[/C][/ROW]
[ROW][C]123[/C][C]0.999999999927575[/C][C]1.44849052670328e-10[/C][C]7.2424526335164e-11[/C][/ROW]
[ROW][C]124[/C][C]0.999999999996531[/C][C]6.9372169029214e-12[/C][C]3.4686084514607e-12[/C][/ROW]
[ROW][C]125[/C][C]0.999999999997978[/C][C]4.04494734865663e-12[/C][C]2.02247367432832e-12[/C][/ROW]
[ROW][C]126[/C][C]0.999999999997442[/C][C]5.11546309460839e-12[/C][C]2.55773154730420e-12[/C][/ROW]
[ROW][C]127[/C][C]0.999999999995786[/C][C]8.42723972767653e-12[/C][C]4.21361986383827e-12[/C][/ROW]
[ROW][C]128[/C][C]0.999999999993533[/C][C]1.29344660912066e-11[/C][C]6.4672330456033e-12[/C][/ROW]
[ROW][C]129[/C][C]0.999999999999104[/C][C]1.79240835605501e-12[/C][C]8.96204178027507e-13[/C][/ROW]
[ROW][C]130[/C][C]0.999999999998987[/C][C]2.02554482074901e-12[/C][C]1.01277241037451e-12[/C][/ROW]
[ROW][C]131[/C][C]0.9999999999983[/C][C]3.40128122170279e-12[/C][C]1.70064061085140e-12[/C][/ROW]
[ROW][C]132[/C][C]0.999999999997114[/C][C]5.77235455301448e-12[/C][C]2.88617727650724e-12[/C][/ROW]
[ROW][C]133[/C][C]0.999999999995868[/C][C]8.26387672218158e-12[/C][C]4.13193836109079e-12[/C][/ROW]
[ROW][C]134[/C][C]0.999999999995174[/C][C]9.65257395293575e-12[/C][C]4.82628697646788e-12[/C][/ROW]
[ROW][C]135[/C][C]0.999999999997443[/C][C]5.11469818937516e-12[/C][C]2.55734909468758e-12[/C][/ROW]
[ROW][C]136[/C][C]0.999999999997014[/C][C]5.971191815716e-12[/C][C]2.985595907858e-12[/C][/ROW]
[ROW][C]137[/C][C]0.999999999995247[/C][C]9.50645814736324e-12[/C][C]4.75322907368162e-12[/C][/ROW]
[ROW][C]138[/C][C]0.999999999991807[/C][C]1.63865705861370e-11[/C][C]8.19328529306851e-12[/C][/ROW]
[ROW][C]139[/C][C]0.999999999989038[/C][C]2.19234198418195e-11[/C][C]1.09617099209097e-11[/C][/ROW]
[ROW][C]140[/C][C]0.999999999999799[/C][C]4.02430839357596e-13[/C][C]2.01215419678798e-13[/C][/ROW]
[ROW][C]141[/C][C]0.999999999999835[/C][C]3.29807740923564e-13[/C][C]1.64903870461782e-13[/C][/ROW]
[ROW][C]142[/C][C]0.999999999999778[/C][C]4.43241929261823e-13[/C][C]2.21620964630911e-13[/C][/ROW]
[ROW][C]143[/C][C]0.999999999999644[/C][C]7.11278803639704e-13[/C][C]3.55639401819852e-13[/C][/ROW]
[ROW][C]144[/C][C]0.999999999999371[/C][C]1.25768941325726e-12[/C][C]6.28844706628631e-13[/C][/ROW]
[ROW][C]145[/C][C]0.999999999998997[/C][C]2.00536445425573e-12[/C][C]1.00268222712787e-12[/C][/ROW]
[ROW][C]146[/C][C]0.999999999998826[/C][C]2.34806311906948e-12[/C][C]1.17403155953474e-12[/C][/ROW]
[ROW][C]147[/C][C]0.999999999999303[/C][C]1.39449512868691e-12[/C][C]6.97247564343455e-13[/C][/ROW]
[ROW][C]148[/C][C]0.999999999999157[/C][C]1.68655462801720e-12[/C][C]8.43277314008598e-13[/C][/ROW]
[ROW][C]149[/C][C]0.999999999998595[/C][C]2.81072887258477e-12[/C][C]1.40536443629238e-12[/C][/ROW]
[ROW][C]150[/C][C]0.999999999997697[/C][C]4.60585495312819e-12[/C][C]2.30292747656409e-12[/C][/ROW]
[ROW][C]151[/C][C]0.99999999999705[/C][C]5.89986656592061e-12[/C][C]2.94993328296031e-12[/C][/ROW]
[ROW][C]152[/C][C]0.999999999999438[/C][C]1.12439515608719e-12[/C][C]5.62197578043595e-13[/C][/ROW]
[ROW][C]153[/C][C]0.999999999999675[/C][C]6.5029877239106e-13[/C][C]3.2514938619553e-13[/C][/ROW]
[ROW][C]154[/C][C]0.999999999999717[/C][C]5.65883071527794e-13[/C][C]2.82941535763897e-13[/C][/ROW]
[ROW][C]155[/C][C]0.999999999999906[/C][C]1.88504732901967e-13[/C][C]9.42523664509835e-14[/C][/ROW]
[ROW][C]156[/C][C]1[/C][C]3.284577116091e-20[/C][C]1.6422885580455e-20[/C][/ROW]
[ROW][C]157[/C][C]1[/C][C]2.89377522744895e-20[/C][C]1.44688761372448e-20[/C][/ROW]
[ROW][C]158[/C][C]1[/C][C]4.33035861319088e-20[/C][C]2.16517930659544e-20[/C][/ROW]
[ROW][C]159[/C][C]1[/C][C]8.1029357198793e-20[/C][C]4.05146785993965e-20[/C][/ROW]
[ROW][C]160[/C][C]1[/C][C]1.36403441935019e-19[/C][C]6.82017209675095e-20[/C][/ROW]
[ROW][C]161[/C][C]1[/C][C]9.82152823641726e-21[/C][C]4.91076411820863e-21[/C][/ROW]
[ROW][C]162[/C][C]1[/C][C]1.22520290788819e-20[/C][C]6.12601453944094e-21[/C][/ROW]
[ROW][C]163[/C][C]1[/C][C]2.20782866681920e-20[/C][C]1.10391433340960e-20[/C][/ROW]
[ROW][C]164[/C][C]1[/C][C]4.51848392018389e-20[/C][C]2.25924196009194e-20[/C][/ROW]
[ROW][C]165[/C][C]1[/C][C]9.61779614855968e-20[/C][C]4.80889807427984e-20[/C][/ROW]
[ROW][C]166[/C][C]1[/C][C]1.51279431498139e-19[/C][C]7.56397157490696e-20[/C][/ROW]
[ROW][C]167[/C][C]1[/C][C]1.51695503929426e-21[/C][C]7.5847751964713e-22[/C][/ROW]
[ROW][C]168[/C][C]1[/C][C]2.90749356979254e-21[/C][C]1.45374678489627e-21[/C][/ROW]
[ROW][C]169[/C][C]1[/C][C]6.17184438166167e-21[/C][C]3.08592219083084e-21[/C][/ROW]
[ROW][C]170[/C][C]1[/C][C]1.33881008765489e-20[/C][C]6.69405043827446e-21[/C][/ROW]
[ROW][C]171[/C][C]1[/C][C]2.29466140866686e-20[/C][C]1.14733070433343e-20[/C][/ROW]
[ROW][C]172[/C][C]1[/C][C]6.89015910497443e-22[/C][C]3.44507955248722e-22[/C][/ROW]
[ROW][C]173[/C][C]1[/C][C]1.03686170533783e-21[/C][C]5.18430852668913e-22[/C][/ROW]
[ROW][C]174[/C][C]1[/C][C]2.08527299679481e-21[/C][C]1.04263649839740e-21[/C][/ROW]
[ROW][C]175[/C][C]1[/C][C]4.49380245847972e-21[/C][C]2.24690122923986e-21[/C][/ROW]
[ROW][C]176[/C][C]1[/C][C]9.47650306234823e-21[/C][C]4.73825153117411e-21[/C][/ROW]
[ROW][C]177[/C][C]1[/C][C]1.91474890874446e-20[/C][C]9.5737445437223e-21[/C][/ROW]
[ROW][C]178[/C][C]1[/C][C]1.41696079961184e-20[/C][C]7.0848039980592e-21[/C][/ROW]
[ROW][C]179[/C][C]1[/C][C]2.33056393368334e-20[/C][C]1.16528196684167e-20[/C][/ROW]
[ROW][C]180[/C][C]1[/C][C]4.89071399396622e-20[/C][C]2.44535699698311e-20[/C][/ROW]
[ROW][C]181[/C][C]1[/C][C]1.05118805458977e-19[/C][C]5.25594027294883e-20[/C][/ROW]
[ROW][C]182[/C][C]1[/C][C]2.04572163507370e-19[/C][C]1.02286081753685e-19[/C][/ROW]
[ROW][C]183[/C][C]1[/C][C]3.45356832750871e-19[/C][C]1.72678416375436e-19[/C][/ROW]
[ROW][C]184[/C][C]1[/C][C]7.12882035076447e-19[/C][C]3.56441017538224e-19[/C][/ROW]
[ROW][C]185[/C][C]1[/C][C]1.35566023118132e-18[/C][C]6.77830115590662e-19[/C][/ROW]
[ROW][C]186[/C][C]1[/C][C]2.38564167566047e-18[/C][C]1.19282083783024e-18[/C][/ROW]
[ROW][C]187[/C][C]1[/C][C]2.49696304050258e-18[/C][C]1.24848152025129e-18[/C][/ROW]
[ROW][C]188[/C][C]1[/C][C]1.57713030980336e-18[/C][C]7.88565154901678e-19[/C][/ROW]
[ROW][C]189[/C][C]1[/C][C]1.50589732115091e-18[/C][C]7.52948660575457e-19[/C][/ROW]
[ROW][C]190[/C][C]1[/C][C]2.30724061140686e-18[/C][C]1.15362030570343e-18[/C][/ROW]
[ROW][C]191[/C][C]1[/C][C]4.71591642415161e-18[/C][C]2.35795821207581e-18[/C][/ROW]
[ROW][C]192[/C][C]1[/C][C]9.3916886766166e-18[/C][C]4.6958443383083e-18[/C][/ROW]
[ROW][C]193[/C][C]1[/C][C]1.83643173256608e-17[/C][C]9.18215866283038e-18[/C][/ROW]
[ROW][C]194[/C][C]1[/C][C]1.38126392951440e-17[/C][C]6.90631964757201e-18[/C][/ROW]
[ROW][C]195[/C][C]1[/C][C]1.68883523427366e-17[/C][C]8.4441761713683e-18[/C][/ROW]
[ROW][C]196[/C][C]1[/C][C]2.77465494005123e-17[/C][C]1.38732747002562e-17[/C][/ROW]
[ROW][C]197[/C][C]1[/C][C]5.28078864976018e-17[/C][C]2.64039432488009e-17[/C][/ROW]
[ROW][C]198[/C][C]1[/C][C]1.03164244518721e-16[/C][C]5.15821222593605e-17[/C][/ROW]
[ROW][C]199[/C][C]1[/C][C]1.87742208719482e-16[/C][C]9.38711043597409e-17[/C][/ROW]
[ROW][C]200[/C][C]1[/C][C]1.34456809492741e-16[/C][C]6.72284047463706e-17[/C][/ROW]
[ROW][C]201[/C][C]1[/C][C]1.52536397508122e-16[/C][C]7.6268198754061e-17[/C][/ROW]
[ROW][C]202[/C][C]1[/C][C]2.20697562275985e-16[/C][C]1.10348781137992e-16[/C][/ROW]
[ROW][C]203[/C][C]1[/C][C]3.27854906862849e-16[/C][C]1.63927453431424e-16[/C][/ROW]
[ROW][C]204[/C][C]1[/C][C]8.38173433069442e-17[/C][C]4.19086716534721e-17[/C][/ROW]
[ROW][C]205[/C][C]1[/C][C]5.72584923474069e-28[/C][C]2.86292461737034e-28[/C][/ROW]
[ROW][C]206[/C][C]1[/C][C]1.15274145317021e-27[/C][C]5.76370726585106e-28[/C][/ROW]
[ROW][C]207[/C][C]1[/C][C]2.69718274125e-27[/C][C]1.348591370625e-27[/C][/ROW]
[ROW][C]208[/C][C]1[/C][C]7.01413467118744e-27[/C][C]3.50706733559372e-27[/C][/ROW]
[ROW][C]209[/C][C]1[/C][C]1.29780862627549e-26[/C][C]6.48904313137744e-27[/C][/ROW]
[ROW][C]210[/C][C]1[/C][C]7.98373336386829e-29[/C][C]3.99186668193414e-29[/C][/ROW]
[ROW][C]211[/C][C]1[/C][C]1.52929213489331e-28[/C][C]7.64646067446657e-29[/C][/ROW]
[ROW][C]212[/C][C]1[/C][C]3.63330641928631e-28[/C][C]1.81665320964315e-28[/C][/ROW]
[ROW][C]213[/C][C]1[/C][C]9.30058455044838e-28[/C][C]4.65029227522419e-28[/C][/ROW]
[ROW][C]214[/C][C]1[/C][C]2.47269946881983e-27[/C][C]1.23634973440992e-27[/C][/ROW]
[ROW][C]215[/C][C]1[/C][C]6.99587843623438e-27[/C][C]3.49793921811719e-27[/C][/ROW]
[ROW][C]216[/C][C]1[/C][C]1.19041497752371e-26[/C][C]5.95207488761855e-27[/C][/ROW]
[ROW][C]217[/C][C]1[/C][C]2.45600702230275e-26[/C][C]1.22800351115138e-26[/C][/ROW]
[ROW][C]218[/C][C]1[/C][C]5.96906084501984e-26[/C][C]2.98453042250992e-26[/C][/ROW]
[ROW][C]219[/C][C]1[/C][C]1.51792471769677e-25[/C][C]7.58962358848387e-26[/C][/ROW]
[ROW][C]220[/C][C]1[/C][C]3.91546998104052e-25[/C][C]1.95773499052026e-25[/C][/ROW]
[ROW][C]221[/C][C]1[/C][C]1.06577702670845e-24[/C][C]5.32888513354226e-25[/C][/ROW]
[ROW][C]222[/C][C]1[/C][C]2.20643088812109e-24[/C][C]1.10321544406055e-24[/C][/ROW]
[ROW][C]223[/C][C]1[/C][C]4.65318879709110e-24[/C][C]2.32659439854555e-24[/C][/ROW]
[ROW][C]224[/C][C]1[/C][C]1.13799000338543e-23[/C][C]5.68995001692714e-24[/C][/ROW]
[ROW][C]225[/C][C]1[/C][C]2.87166121471276e-23[/C][C]1.43583060735638e-23[/C][/ROW]
[ROW][C]226[/C][C]1[/C][C]7.08161812804792e-23[/C][C]3.54080906402396e-23[/C][/ROW]
[ROW][C]227[/C][C]1[/C][C]1.75285207725708e-22[/C][C]8.76426038628538e-23[/C][/ROW]
[ROW][C]228[/C][C]1[/C][C]4.49301953996623e-22[/C][C]2.24650976998312e-22[/C][/ROW]
[ROW][C]229[/C][C]1[/C][C]5.87290888743549e-22[/C][C]2.93645444371774e-22[/C][/ROW]
[ROW][C]230[/C][C]1[/C][C]1.02207955094486e-21[/C][C]5.1103977547243e-22[/C][/ROW]
[ROW][C]231[/C][C]1[/C][C]2.07391311427415e-21[/C][C]1.03695655713707e-21[/C][/ROW]
[ROW][C]232[/C][C]1[/C][C]4.74419334032995e-21[/C][C]2.37209667016498e-21[/C][/ROW]
[ROW][C]233[/C][C]1[/C][C]1.05403308046653e-20[/C][C]5.27016540233266e-21[/C][/ROW]
[ROW][C]234[/C][C]1[/C][C]2.98936411376013e-21[/C][C]1.49468205688006e-21[/C][/ROW]
[ROW][C]235[/C][C]1[/C][C]4.70508842922013e-21[/C][C]2.35254421461007e-21[/C][/ROW]
[ROW][C]236[/C][C]1[/C][C]9.72225648851222e-21[/C][C]4.86112824425611e-21[/C][/ROW]
[ROW][C]237[/C][C]1[/C][C]2.32592735371971e-20[/C][C]1.16296367685986e-20[/C][/ROW]
[ROW][C]238[/C][C]1[/C][C]5.8545845655599e-20[/C][C]2.92729228277995e-20[/C][/ROW]
[ROW][C]239[/C][C]1[/C][C]1.42736513479789e-19[/C][C]7.13682567398945e-20[/C][/ROW]
[ROW][C]240[/C][C]1[/C][C]3.35582145032893e-19[/C][C]1.67791072516447e-19[/C][/ROW]
[ROW][C]241[/C][C]1[/C][C]7.52092411808614e-19[/C][C]3.76046205904307e-19[/C][/ROW]
[ROW][C]242[/C][C]1[/C][C]1.62483987128376e-18[/C][C]8.12419935641882e-19[/C][/ROW]
[ROW][C]243[/C][C]1[/C][C]3.20113941406587e-18[/C][C]1.60056970703293e-18[/C][/ROW]
[ROW][C]244[/C][C]1[/C][C]5.65354034843447e-18[/C][C]2.82677017421723e-18[/C][/ROW]
[ROW][C]245[/C][C]1[/C][C]9.17405752122393e-18[/C][C]4.58702876061196e-18[/C][/ROW]
[ROW][C]246[/C][C]1[/C][C]1.76777698063132e-17[/C][C]8.83888490315661e-18[/C][/ROW]
[ROW][C]247[/C][C]1[/C][C]3.70501723992511e-17[/C][C]1.85250861996256e-17[/C][/ROW]
[ROW][C]248[/C][C]1[/C][C]8.31139112992132e-17[/C][C]4.15569556496066e-17[/C][/ROW]
[ROW][C]249[/C][C]1[/C][C]1.93265344854607e-16[/C][C]9.66326724273035e-17[/C][/ROW]
[ROW][C]250[/C][C]1[/C][C]1.90652496483119e-16[/C][C]9.53262482415596e-17[/C][/ROW]
[ROW][C]251[/C][C]1[/C][C]3.64789218853683e-16[/C][C]1.82394609426841e-16[/C][/ROW]
[ROW][C]252[/C][C]1[/C][C]7.68358779704356e-16[/C][C]3.84179389852178e-16[/C][/ROW]
[ROW][C]253[/C][C]1[/C][C]1.65292433821235e-15[/C][C]8.26462169106174e-16[/C][/ROW]
[ROW][C]254[/C][C]0.999999999999998[/C][C]3.5847230211092e-15[/C][C]1.7923615105546e-15[/C][/ROW]
[ROW][C]255[/C][C]0.999999999999996[/C][C]7.90443543362432e-15[/C][C]3.95221771681216e-15[/C][/ROW]
[ROW][C]256[/C][C]0.999999999999992[/C][C]1.58845289477109e-14[/C][C]7.94226447385543e-15[/C][/ROW]
[ROW][C]257[/C][C]0.999999999999983[/C][C]3.38111845683869e-14[/C][C]1.69055922841934e-14[/C][/ROW]
[ROW][C]258[/C][C]0.999999999999964[/C][C]7.12363842615179e-14[/C][C]3.56181921307589e-14[/C][/ROW]
[ROW][C]259[/C][C]0.999999999999929[/C][C]1.43135821897578e-13[/C][C]7.1567910948789e-14[/C][/ROW]
[ROW][C]260[/C][C]0.999999999999861[/C][C]2.77055226930601e-13[/C][C]1.38527613465300e-13[/C][/ROW]
[ROW][C]261[/C][C]0.99999999999972[/C][C]5.58769313482435e-13[/C][C]2.79384656741218e-13[/C][/ROW]
[ROW][C]262[/C][C]0.999999999999497[/C][C]1.00591160074102e-12[/C][C]5.02955800370511e-13[/C][/ROW]
[ROW][C]263[/C][C]0.999999999999005[/C][C]1.99030052519111e-12[/C][C]9.95150262595556e-13[/C][/ROW]
[ROW][C]264[/C][C]0.999999999997929[/C][C]4.14284823451621e-12[/C][C]2.07142411725811e-12[/C][/ROW]
[ROW][C]265[/C][C]0.999999999995579[/C][C]8.84227597326776e-12[/C][C]4.42113798663388e-12[/C][/ROW]
[ROW][C]266[/C][C]0.99999999999336[/C][C]1.32810826951140e-11[/C][C]6.64054134755701e-12[/C][/ROW]
[ROW][C]267[/C][C]0.999999999999876[/C][C]2.47486923239015e-13[/C][C]1.23743461619508e-13[/C][/ROW]
[ROW][C]268[/C][C]0.999999999999742[/C][C]5.16262984936018e-13[/C][C]2.58131492468009e-13[/C][/ROW]
[ROW][C]269[/C][C]0.999999999999448[/C][C]1.10441201245723e-12[/C][C]5.52206006228615e-13[/C][/ROW]
[ROW][C]270[/C][C]0.999999999998832[/C][C]2.33609483323242e-12[/C][C]1.16804741661621e-12[/C][/ROW]
[ROW][C]271[/C][C]0.999999999997564[/C][C]4.87177071272421e-12[/C][C]2.43588535636210e-12[/C][/ROW]
[ROW][C]272[/C][C]0.999999999994787[/C][C]1.04261312211441e-11[/C][C]5.21306561057207e-12[/C][/ROW]
[ROW][C]273[/C][C]0.999999999987873[/C][C]2.42546261733232e-11[/C][C]1.21273130866616e-11[/C][/ROW]
[ROW][C]274[/C][C]0.9999999999808[/C][C]3.83996589836929e-11[/C][C]1.91998294918464e-11[/C][/ROW]
[ROW][C]275[/C][C]0.99999999995667[/C][C]8.66614454196166e-11[/C][C]4.33307227098083e-11[/C][/ROW]
[ROW][C]276[/C][C]0.999999999903675[/C][C]1.92649326727174e-10[/C][C]9.63246633635872e-11[/C][/ROW]
[ROW][C]277[/C][C]0.999999999793714[/C][C]4.12571946602828e-10[/C][C]2.06285973301414e-10[/C][/ROW]
[ROW][C]278[/C][C]0.999999999571895[/C][C]8.56210032101094e-10[/C][C]4.28105016050547e-10[/C][/ROW]
[ROW][C]279[/C][C]0.999999999144305[/C][C]1.71139065057904e-09[/C][C]8.5569532528952e-10[/C][/ROW]
[ROW][C]280[/C][C]0.999999998599207[/C][C]2.80158630298594e-09[/C][C]1.40079315149297e-09[/C][/ROW]
[ROW][C]281[/C][C]0.99999999808546[/C][C]3.82908233996975e-09[/C][C]1.91454116998487e-09[/C][/ROW]
[ROW][C]282[/C][C]0.999999997653498[/C][C]4.69300463401848e-09[/C][C]2.34650231700924e-09[/C][/ROW]
[ROW][C]283[/C][C]0.999999997306011[/C][C]5.38797776658152e-09[/C][C]2.69398888329076e-09[/C][/ROW]
[ROW][C]284[/C][C]0.999999997107663[/C][C]5.78467454754136e-09[/C][C]2.89233727377068e-09[/C][/ROW]
[ROW][C]285[/C][C]0.999999997295747[/C][C]5.40850659007342e-09[/C][C]2.70425329503671e-09[/C][/ROW]
[ROW][C]286[/C][C]0.999999995479594[/C][C]9.04081242680053e-09[/C][C]4.52040621340027e-09[/C][/ROW]
[ROW][C]287[/C][C]0.999999991426334[/C][C]1.71473312641353e-08[/C][C]8.57366563206767e-09[/C][/ROW]
[ROW][C]288[/C][C]0.99999998252407[/C][C]3.49518599594873e-08[/C][C]1.74759299797436e-08[/C][/ROW]
[ROW][C]289[/C][C]0.999999966485363[/C][C]6.70292735931329e-08[/C][C]3.35146367965665e-08[/C][/ROW]
[ROW][C]290[/C][C]0.999999987036177[/C][C]2.59276464714262e-08[/C][C]1.29638232357131e-08[/C][/ROW]
[ROW][C]291[/C][C]0.999999973744473[/C][C]5.25110548069329e-08[/C][C]2.62555274034665e-08[/C][/ROW]
[ROW][C]292[/C][C]0.999999943684907[/C][C]1.12630186935557e-07[/C][C]5.63150934677784e-08[/C][/ROW]
[ROW][C]293[/C][C]0.999999876037995[/C][C]2.47924010717954e-07[/C][C]1.23962005358977e-07[/C][/ROW]
[ROW][C]294[/C][C]0.999999725883407[/C][C]5.48233185445528e-07[/C][C]2.74116592722764e-07[/C][/ROW]
[ROW][C]295[/C][C]0.999999408082147[/C][C]1.18383570605857e-06[/C][C]5.91917853029284e-07[/C][/ROW]
[ROW][C]296[/C][C]0.999998954225275[/C][C]2.09154944920624e-06[/C][C]1.04577472460312e-06[/C][/ROW]
[ROW][C]297[/C][C]0.999998116479742[/C][C]3.76704051679349e-06[/C][C]1.88352025839674e-06[/C][/ROW]
[ROW][C]298[/C][C]0.999996778869197[/C][C]6.4422616057082e-06[/C][C]3.2211308028541e-06[/C][/ROW]
[ROW][C]299[/C][C]0.999994768479139[/C][C]1.04630417217798e-05[/C][C]5.23152086088989e-06[/C][/ROW]
[ROW][C]300[/C][C]0.999991796860936[/C][C]1.64062781279658e-05[/C][C]8.20313906398288e-06[/C][/ROW]
[ROW][C]301[/C][C]0.999987157273028[/C][C]2.5685453944563e-05[/C][C]1.28427269722815e-05[/C][/ROW]
[ROW][C]302[/C][C]0.999978610123006[/C][C]4.27797539870382e-05[/C][C]2.13898769935191e-05[/C][/ROW]
[ROW][C]303[/C][C]0.999971941908254[/C][C]5.61161834909839e-05[/C][C]2.80580917454919e-05[/C][/ROW]
[ROW][C]304[/C][C]0.999970369669884[/C][C]5.92606602328317e-05[/C][C]2.96303301164158e-05[/C][/ROW]
[ROW][C]305[/C][C]0.99997550549293[/C][C]4.89890141405716e-05[/C][C]2.44945070702858e-05[/C][/ROW]
[ROW][C]306[/C][C]0.99998488098013[/C][C]3.02380397378067e-05[/C][C]1.51190198689033e-05[/C][/ROW]
[ROW][C]307[/C][C]0.999993915535681[/C][C]1.21689286377028e-05[/C][C]6.08446431885142e-06[/C][/ROW]
[ROW][C]308[/C][C]0.999998970369787[/C][C]2.05926042519704e-06[/C][C]1.02963021259852e-06[/C][/ROW]
[ROW][C]309[/C][C]0.999997843822813[/C][C]4.31235437473888e-06[/C][C]2.15617718736944e-06[/C][/ROW]
[ROW][C]310[/C][C]0.99999498227529[/C][C]1.00354494215834e-05[/C][C]5.01772471079171e-06[/C][/ROW]
[ROW][C]311[/C][C]0.999987388104719[/C][C]2.52237905629019e-05[/C][C]1.26118952814509e-05[/C][/ROW]
[ROW][C]312[/C][C]0.99996903515805[/C][C]6.19296839011552e-05[/C][C]3.09648419505776e-05[/C][/ROW]
[ROW][C]313[/C][C]0.999957932824203[/C][C]8.4134351593899e-05[/C][C]4.20671757969495e-05[/C][/ROW]
[ROW][C]314[/C][C]0.999893601683167[/C][C]0.000212796633665821[/C][C]0.000106398316832910[/C][/ROW]
[ROW][C]315[/C][C]0.999738319338809[/C][C]0.000523361322382435[/C][C]0.000261680661191217[/C][/ROW]
[ROW][C]316[/C][C]0.999394438546368[/C][C]0.00121112290726407[/C][C]0.000605561453632033[/C][/ROW]
[ROW][C]317[/C][C]0.998692259547224[/C][C]0.0026154809055529[/C][C]0.00130774045277645[/C][/ROW]
[ROW][C]318[/C][C]0.997312621651107[/C][C]0.00537475669778539[/C][C]0.00268737834889269[/C][/ROW]
[ROW][C]319[/C][C]0.994508128929995[/C][C]0.0109837421400107[/C][C]0.00549187107000533[/C][/ROW]
[ROW][C]320[/C][C]0.988135164017387[/C][C]0.0237296719652268[/C][C]0.0118648359826134[/C][/ROW]
[ROW][C]321[/C][C]0.975216454552603[/C][C]0.0495670908947938[/C][C]0.0247835454473969[/C][/ROW]
[ROW][C]322[/C][C]0.950761056395564[/C][C]0.0984778872088712[/C][C]0.0492389436044356[/C][/ROW]
[ROW][C]323[/C][C]0.906632837115516[/C][C]0.186734325768967[/C][C]0.0933671628844836[/C][/ROW]
[ROW][C]324[/C][C]0.831656851027833[/C][C]0.336686297944335[/C][C]0.168343148972167[/C][/ROW]
[ROW][C]325[/C][C]0.714627989168675[/C][C]0.570744021662649[/C][C]0.285372010831325[/C][/ROW]
[ROW][C]326[/C][C]0.554188298169594[/C][C]0.891623403660812[/C][C]0.445811701830406[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=8232&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=8232&T=4

As an alternative you can also use a QR Code:  
QR Code


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

Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
70.1408676320734340.2817352641468680.859132367926566
80.05608812955495970.1121762591099190.94391187044504
90.03685162184652150.0737032436930430.963148378153478
100.01953221906977170.03906443813954350.980467780930228
110.01556122360855010.03112244721710010.98443877639145
120.01033133940679610.02066267881359210.989668660593204
130.00806102680215260.01612205360430520.991938973197847
140.01780584331622040.03561168663244090.98219415668378
150.02581450193190160.05162900386380320.974185498068098
160.01605095966849320.03210191933698640.983949040331507
170.04744451334362460.09488902668724910.952555486656375
180.03201059623531330.06402119247062650.967989403764687
190.0235895940683460.0471791881366920.976410405931654
200.02426595296014420.04853190592028840.975734047039856
210.01520960218086230.03041920436172460.984790397819138
220.01139198181288700.02278396362577400.988608018187113
230.01086024177944450.02172048355888910.989139758220555
240.00662381031229480.01324762062458960.993376189687705
250.004298268623424860.008596537246849720.995701731376575
260.0067534040613480.0135068081226960.993246595938652
270.004858600802105490.009717201604210970.995141399197895
280.004442362571855570.008884725143711140.995557637428144
290.003704336933751450.007408673867502890.996295663066249
300.004147016705883570.008294033411767150.995852983294116
310.004021672150731660.008043344301463310.995978327849268
320.003636838245362670.007273676490725340.996363161754637
330.003475278210829960.006950556421659910.99652472178917
340.00625938929404040.01251877858808080.99374061070596
350.005873620846531930.01174724169306390.994126379153468
360.005514000959160750.01102800191832150.99448599904084
370.005986656195332910.01197331239066580.994013343804667
380.01001682188848140.02003364377696270.989983178111519
390.02101458226978510.04202916453957030.978985417730215
400.0158892835095430.0317785670190860.984110716490457
410.01876392139515940.03752784279031870.98123607860484
420.01844332751145280.03688665502290560.981556672488547
430.02631485472110810.05262970944221610.973685145278892
440.02055009486563730.04110018973127470.979449905134363
450.01894836750467230.03789673500934450.981051632495328
460.0612505886843470.1225011773686940.938749411315653
470.1147597555188000.2295195110376000.8852402444812
480.1387847217347430.2775694434694860.861215278265257
490.2452632681498240.4905265362996480.754736731850176
500.3640287300840730.7280574601681470.635971269915927
510.3304181048090740.6608362096181490.669581895190926
520.2961234475005450.5922468950010910.703876552499455
530.2824261664280390.5648523328560780.71757383357196
540.3948883919527350.789776783905470.605111608047265
550.4119094558914840.8238189117829690.588090544108516
560.3720761092573370.7441522185146740.627923890742663
570.3418073774080130.6836147548160260.658192622591987
580.3256533250472070.6513066500944130.674346674952793
590.4044456796730680.8088913593461360.595554320326932
600.4175210959394380.8350421918788760.582478904060562
610.3828720490333650.765744098066730.617127950966635
620.3781590710210710.7563181420421420.621840928978929
630.4285510373179940.8571020746359890.571448962682006
640.4981942046842120.9963884093684250.501805795315788
650.5368174077102620.9263651845794770.463182592289738
660.4974489819482810.9948979638965620.502551018051719
670.5221155106190120.9557689787619760.477884489380988
680.595764735990540.808470528018920.40423526400946
690.660819004515840.678361990968320.33918099548416
700.6879369673137470.6241260653725060.312063032686253
710.6529755890863050.6940488218273890.347024410913695
720.6603561254457340.6792877491085310.339643874554266
730.7052544417825020.5894911164349960.294745558217498
740.7607282900377890.4785434199244230.239271709962211
750.826488231528110.3470235369437810.173511768471891
760.805910284172940.3881794316541190.194089715827059
770.8105512890772220.3788974218455570.189448710922778
780.8348111151898870.3303777696202250.165188884810113
790.9476693905409960.1046612189180080.0523306094590042
800.9972658691848260.005468261630347760.00273413081517388
810.9976438823160880.004712235367824410.00235611768391221
820.9970522007304250.005895598539149660.00294779926957483
830.9980702065716270.003859586856746850.00192979342837342
840.99936979715090.001260405698201180.00063020284910059
850.9993675481665840.001264903666832060.000632451833416032
860.9992685501443340.001462899711331190.000731449855665594
870.99986015184810.000279696303801430.000139848151900715
880.9999431579874640.0001136840250726755.68420125363377e-05
890.9999309998721970.0001380002556060176.90001278030087e-05
900.9999054658911410.0001890682177170039.45341088585016e-05
910.99990162543850.0001967491229998979.83745614999486e-05
920.9999137820980380.0001724358039244268.62179019622128e-05
930.9999835509522373.28980955269440e-051.64490477634720e-05
940.9999915926705641.68146588719529e-058.40732943597644e-06
950.9999891969869772.16060260460195e-051.08030130230097e-05
960.999985647450262.87050994778571e-051.43525497389285e-05
970.9999867240601392.65518797223599e-051.32759398611799e-05
980.9999978573309734.28533805434254e-062.14266902717127e-06
990.9999993508736441.29825271180884e-066.49126355904422e-07
1000.9999992818606581.43627868487984e-067.1813934243992e-07
1010.9999990073814381.98523712332900e-069.92618561664501e-07
1020.9999990342718721.93145625672125e-069.65728128360627e-07
1030.9999994884188391.02316232187739e-065.11581160938697e-07
1040.9999999857452532.85094950228605e-081.42547475114302e-08
1050.9999999857190032.85619945996094e-081.42809972998047e-08
1060.999999977661914.46761807308948e-082.23380903654474e-08
1070.9999999687470616.25058772846464e-083.12529386423232e-08
1080.9999999652178916.95642171123254e-083.47821085561627e-08
1090.9999999719827915.60344174541957e-082.80172087270978e-08
1100.9999999858425042.83149910690596e-081.41574955345298e-08
1110.999999980009983.99800384463975e-081.99900192231988e-08
1120.9999999800759053.98481902552358e-081.99240951276179e-08
1130.999999990370961.92580803537502e-089.62904017687508e-09
1140.9999999994775081.04498370578102e-095.2249185289051e-10
1150.999999999741515.16980427789416e-102.58490213894708e-10
1160.9999999996818676.362656167331e-103.1813280836655e-10
1170.9999999995122069.75588007348257e-104.87794003674128e-10
1180.9999999993683861.26322851698399e-096.31614258491993e-10
1190.9999999994361831.12763332521922e-095.63816662609612e-10
1200.9999999999244651.51069976202865e-107.55349881014326e-11
1210.9999999999499961.00007888902026e-105.00039444510128e-11
1220.999999999939031.21942028836554e-106.09710144182768e-11
1230.9999999999275751.44849052670328e-107.2424526335164e-11
1240.9999999999965316.9372169029214e-123.4686084514607e-12
1250.9999999999979784.04494734865663e-122.02247367432832e-12
1260.9999999999974425.11546309460839e-122.55773154730420e-12
1270.9999999999957868.42723972767653e-124.21361986383827e-12
1280.9999999999935331.29344660912066e-116.4672330456033e-12
1290.9999999999991041.79240835605501e-128.96204178027507e-13
1300.9999999999989872.02554482074901e-121.01277241037451e-12
1310.99999999999833.40128122170279e-121.70064061085140e-12
1320.9999999999971145.77235455301448e-122.88617727650724e-12
1330.9999999999958688.26387672218158e-124.13193836109079e-12
1340.9999999999951749.65257395293575e-124.82628697646788e-12
1350.9999999999974435.11469818937516e-122.55734909468758e-12
1360.9999999999970145.971191815716e-122.985595907858e-12
1370.9999999999952479.50645814736324e-124.75322907368162e-12
1380.9999999999918071.63865705861370e-118.19328529306851e-12
1390.9999999999890382.19234198418195e-111.09617099209097e-11
1400.9999999999997994.02430839357596e-132.01215419678798e-13
1410.9999999999998353.29807740923564e-131.64903870461782e-13
1420.9999999999997784.43241929261823e-132.21620964630911e-13
1430.9999999999996447.11278803639704e-133.55639401819852e-13
1440.9999999999993711.25768941325726e-126.28844706628631e-13
1450.9999999999989972.00536445425573e-121.00268222712787e-12
1460.9999999999988262.34806311906948e-121.17403155953474e-12
1470.9999999999993031.39449512868691e-126.97247564343455e-13
1480.9999999999991571.68655462801720e-128.43277314008598e-13
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1500.9999999999976974.60585495312819e-122.30292747656409e-12
1510.999999999997055.89986656592061e-122.94993328296031e-12
1520.9999999999994381.12439515608719e-125.62197578043595e-13
1530.9999999999996756.5029877239106e-133.2514938619553e-13
1540.9999999999997175.65883071527794e-132.82941535763897e-13
1550.9999999999999061.88504732901967e-139.42523664509835e-14
15613.284577116091e-201.6422885580455e-20
15712.89377522744895e-201.44688761372448e-20
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15918.1029357198793e-204.05146785993965e-20
16011.36403441935019e-196.82017209675095e-20
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16211.22520290788819e-206.12601453944094e-21
16312.20782866681920e-201.10391433340960e-20
16414.51848392018389e-202.25924196009194e-20
16519.61779614855968e-204.80889807427984e-20
16611.51279431498139e-197.56397157490696e-20
16711.51695503929426e-217.5847751964713e-22
16812.90749356979254e-211.45374678489627e-21
16916.17184438166167e-213.08592219083084e-21
17011.33881008765489e-206.69405043827446e-21
17112.29466140866686e-201.14733070433343e-20
17216.89015910497443e-223.44507955248722e-22
17311.03686170533783e-215.18430852668913e-22
17412.08527299679481e-211.04263649839740e-21
17514.49380245847972e-212.24690122923986e-21
17619.47650306234823e-214.73825153117411e-21
17711.91474890874446e-209.5737445437223e-21
17811.41696079961184e-207.0848039980592e-21
17912.33056393368334e-201.16528196684167e-20
18014.89071399396622e-202.44535699698311e-20
18111.05118805458977e-195.25594027294883e-20
18212.04572163507370e-191.02286081753685e-19
18313.45356832750871e-191.72678416375436e-19
18417.12882035076447e-193.56441017538224e-19
18511.35566023118132e-186.77830115590662e-19
18612.38564167566047e-181.19282083783024e-18
18712.49696304050258e-181.24848152025129e-18
18811.57713030980336e-187.88565154901678e-19
18911.50589732115091e-187.52948660575457e-19
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19511.68883523427366e-178.4441761713683e-18
19612.77465494005123e-171.38732747002562e-17
19715.28078864976018e-172.64039432488009e-17
19811.03164244518721e-165.15821222593605e-17
19911.87742208719482e-169.38711043597409e-17
20011.34456809492741e-166.72284047463706e-17
20111.52536397508122e-167.6268198754061e-17
20212.20697562275985e-161.10348781137992e-16
20313.27854906862849e-161.63927453431424e-16
20418.38173433069442e-174.19086716534721e-17
20515.72584923474069e-282.86292461737034e-28
20611.15274145317021e-275.76370726585106e-28
20712.69718274125e-271.348591370625e-27
20817.01413467118744e-273.50706733559372e-27
20911.29780862627549e-266.48904313137744e-27
21017.98373336386829e-293.99186668193414e-29
21111.52929213489331e-287.64646067446657e-29
21213.63330641928631e-281.81665320964315e-28
21319.30058455044838e-284.65029227522419e-28
21412.47269946881983e-271.23634973440992e-27
21516.99587843623438e-273.49793921811719e-27
21611.19041497752371e-265.95207488761855e-27
21712.45600702230275e-261.22800351115138e-26
21815.96906084501984e-262.98453042250992e-26
21911.51792471769677e-257.58962358848387e-26
22013.91546998104052e-251.95773499052026e-25
22111.06577702670845e-245.32888513354226e-25
22212.20643088812109e-241.10321544406055e-24
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22411.13799000338543e-235.68995001692714e-24
22512.87166121471276e-231.43583060735638e-23
22617.08161812804792e-233.54080906402396e-23
22711.75285207725708e-228.76426038628538e-23
22814.49301953996623e-222.24650976998312e-22
22915.87290888743549e-222.93645444371774e-22
23011.02207955094486e-215.1103977547243e-22
23112.07391311427415e-211.03695655713707e-21
23214.74419334032995e-212.37209667016498e-21
23311.05403308046653e-205.27016540233266e-21
23412.98936411376013e-211.49468205688006e-21
23514.70508842922013e-212.35254421461007e-21
23619.72225648851222e-214.86112824425611e-21
23712.32592735371971e-201.16296367685986e-20
23815.8545845655599e-202.92729228277995e-20
23911.42736513479789e-197.13682567398945e-20
24013.35582145032893e-191.67791072516447e-19
24117.52092411808614e-193.76046205904307e-19
24211.62483987128376e-188.12419935641882e-19
24313.20113941406587e-181.60056970703293e-18
24415.65354034843447e-182.82677017421723e-18
24519.17405752122393e-184.58702876061196e-18
24611.76777698063132e-178.83888490315661e-18
24713.70501723992511e-171.85250861996256e-17
24818.31139112992132e-174.15569556496066e-17
24911.93265344854607e-169.66326724273035e-17
25011.90652496483119e-169.53262482415596e-17
25113.64789218853683e-161.82394609426841e-16
25217.68358779704356e-163.84179389852178e-16
25311.65292433821235e-158.26462169106174e-16
2540.9999999999999983.5847230211092e-151.7923615105546e-15
2550.9999999999999967.90443543362432e-153.95221771681216e-15
2560.9999999999999921.58845289477109e-147.94226447385543e-15
2570.9999999999999833.38111845683869e-141.69055922841934e-14
2580.9999999999999647.12363842615179e-143.56181921307589e-14
2590.9999999999999291.43135821897578e-137.1567910948789e-14
2600.9999999999998612.77055226930601e-131.38527613465300e-13
2610.999999999999725.58769313482435e-132.79384656741218e-13
2620.9999999999994971.00591160074102e-125.02955800370511e-13
2630.9999999999990051.99030052519111e-129.95150262595556e-13
2640.9999999999979294.14284823451621e-122.07142411725811e-12
2650.9999999999955798.84227597326776e-124.42113798663388e-12
2660.999999999993361.32810826951140e-116.64054134755701e-12
2670.9999999999998762.47486923239015e-131.23743461619508e-13
2680.9999999999997425.16262984936018e-132.58131492468009e-13
2690.9999999999994481.10441201245723e-125.52206006228615e-13
2700.9999999999988322.33609483323242e-121.16804741661621e-12
2710.9999999999975644.87177071272421e-122.43588535636210e-12
2720.9999999999947871.04261312211441e-115.21306561057207e-12
2730.9999999999878732.42546261733232e-111.21273130866616e-11
2740.99999999998083.83996589836929e-111.91998294918464e-11
2750.999999999956678.66614454196166e-114.33307227098083e-11
2760.9999999999036751.92649326727174e-109.63246633635872e-11
2770.9999999997937144.12571946602828e-102.06285973301414e-10
2780.9999999995718958.56210032101094e-104.28105016050547e-10
2790.9999999991443051.71139065057904e-098.5569532528952e-10
2800.9999999985992072.80158630298594e-091.40079315149297e-09
2810.999999998085463.82908233996975e-091.91454116998487e-09
2820.9999999976534984.69300463401848e-092.34650231700924e-09
2830.9999999973060115.38797776658152e-092.69398888329076e-09
2840.9999999971076635.78467454754136e-092.89233727377068e-09
2850.9999999972957475.40850659007342e-092.70425329503671e-09
2860.9999999954795949.04081242680053e-094.52040621340027e-09
2870.9999999914263341.71473312641353e-088.57366563206767e-09
2880.999999982524073.49518599594873e-081.74759299797436e-08
2890.9999999664853636.70292735931329e-083.35146367965665e-08
2900.9999999870361772.59276464714262e-081.29638232357131e-08
2910.9999999737444735.25110548069329e-082.62555274034665e-08
2920.9999999436849071.12630186935557e-075.63150934677784e-08
2930.9999998760379952.47924010717954e-071.23962005358977e-07
2940.9999997258834075.48233185445528e-072.74116592722764e-07
2950.9999994080821471.18383570605857e-065.91917853029284e-07
2960.9999989542252752.09154944920624e-061.04577472460312e-06
2970.9999981164797423.76704051679349e-061.88352025839674e-06
2980.9999967788691976.4422616057082e-063.2211308028541e-06
2990.9999947684791391.04630417217798e-055.23152086088989e-06
3000.9999917968609361.64062781279658e-058.20313906398288e-06
3010.9999871572730282.5685453944563e-051.28427269722815e-05
3020.9999786101230064.27797539870382e-052.13898769935191e-05
3030.9999719419082545.61161834909839e-052.80580917454919e-05
3040.9999703696698845.92606602328317e-052.96303301164158e-05
3050.999975505492934.89890141405716e-052.44945070702858e-05
3060.999984880980133.02380397378067e-051.51190198689033e-05
3070.9999939155356811.21689286377028e-056.08446431885142e-06
3080.9999989703697872.05926042519704e-061.02963021259852e-06
3090.9999978438228134.31235437473888e-062.15617718736944e-06
3100.999994982275291.00354494215834e-055.01772471079171e-06
3110.9999873881047192.52237905629019e-051.26118952814509e-05
3120.999969035158056.19296839011552e-053.09648419505776e-05
3130.9999579328242038.4134351593899e-054.20671757969495e-05
3140.9998936016831670.0002127966336658210.000106398316832910
3150.9997383193388090.0005233613223824350.000261680661191217
3160.9993944385463680.001211122907264070.000605561453632033
3170.9986922595472240.00261548090555290.00130774045277645
3180.9973126216511070.005374756697785390.00268737834889269
3190.9945081289299950.01098374214001070.00549187107000533
3200.9881351640173870.02372967196522680.0118648359826134
3210.9752164545526030.04956709089479380.0247835454473969
3220.9507610563955640.09847788720887120.0492389436044356
3230.9066328371155160.1867343257689670.0933671628844836
3240.8316568510278330.3366862979443350.168343148972167
3250.7146279891686750.5707440216626490.285372010831325
3260.5541882981695940.8916234036608120.445811701830406






Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level2470.771875NOK
5% type I error level2740.85625NOK
10% type I error level2800.875NOK

\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 & 247 & 0.771875 & NOK \tabularnewline
5% type I error level & 274 & 0.85625 & NOK \tabularnewline
10% type I error level & 280 & 0.875 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=8232&T=5

[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]247[/C][C]0.771875[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]274[/C][C]0.85625[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]280[/C][C]0.875[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=8232&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=8232&T=5

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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 level2470.771875NOK
5% type I error level2740.85625NOK
10% type I error level2800.875NOK


Figures (Output of Computation)

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Input Parameters & R Code

Parameters (Session):
par1 = 4 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;
Parameters (R input):
par1 = 4 ; 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')
}