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R Software Module

rwasp_multipleregression.wasp

Title produced by software

Multiple Regression

Date of computation

Wed, 12 Dec 2012 15:43:39 -0500

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2012/Dec/12/t1355345105wkbbkfga3466bdp.htm/, Retrieved Sun, 28 Apr 2024 20:38:37 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=199071, Retrieved Sun, 28 Apr 2024 20:38:37 +0000

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IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

111

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

-     [Multiple Regression] [Multiple Regressi...] [2012-12-12 19:39:15] [2c4ddb4bf62114b8025bb962e2c7a2b5]
-   PD    [Multiple Regression] [Multiple Regressi...] [2012-12-12 20:43:39] [b4b733de199089e913cc2b6ea19b06b9] [Current]

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56	30	112285	58,58527778
56	28	84786	33,60611111
54	38	83123	49,03
89	30	101193	49,81138889
40	22	38361	34,21805556
25	26	68504	14,65166667
92	25	119182	107,0927778
18	18	22807	9,213888889
63	11	17140	28,23472222
44	26	116174	41,40583333
33	25	57635	45,95722222
84	38	66198	65,8925
88	44	71701	48,14611111
55	30	57793	36,98083333
60	40	80444	71,90916667
66	34	53855	50,02305556
154	47	97668	90,22194444
53	30	133824	64,15666667
119	31	101481	65,77361111
41	23	99645	37,63138889
61	36	114789	56,36805556
58	36	99052	59,76305556
75	30	67654	95,63805556
33	25	65553	42,75972222
40	39	97500	36,92861111
92	34	69112	48,53444444
100	31	82753	48,44861111
112	31	85323	62,65222222
73	33	72654	62,12
40	25	30727	34,67138889
45	33	77873	61,58277778
60	35	117478	58,54638889
62	42	74007	47,29611111
75	43	90183	72,37805556
31	30	61542	23,57027778
77	33	101494	81,78444444
34	13	27570	28,05861111
46	32	55813	59,90027778
99	36	79215	90,3075
17	0	1423	1,993333333
66	28	55461	46,53944444
30	14	31081	29,55777778
76	17	22996	26,82222222
146	32	83122	73,82472222
67	30	70106	74,90305556
56	35	60578	41,42
107	20	39992	48,84
58	28	79892	42,46416667
34	28	49810	31,01805556
61	39	71570	32,33555556
119	34	100708	100,6391667
42	26	33032	21,88888889
66	39	82875	50,87972222
89	39	139077	77,2125
44	33	71595	41,84138889
66	28	72260	46,89138889
24	4	5950	6,718888889
259	39	115762	91,46305556
17	18	32551	18,06361111
64	14	31701	28,0825
41	29	80670	60,81833333
68	44	143558	67,79222222
168	21	117105	94,88055556
43	16	23789	28,77694444
132	28	120733	64,81333333
105	35	105195	71,23944444
71	28	73107	57,26694444
112	38	132068	86,52027778
94	23	149193	65,5
82	36	46821	49,4275
70	32	87011	57,54888889
57	29	95260	54,59805556
53	25	55183	48,38444444
103	27	106671	39,79055556
121	36	73511	52,09972222
62	28	92945	52,13361111
52	23	78664	33,06
52	40	70054	50,60888889
32	23	22618	20,435
62	40	74011	54,16083333
45	28	83737	46,52444444
46	34	69094	39,93222222
63	33	93133	76,53916667
75	28	95536	67,55527778
88	34	225920	50,83305556
46	30	62133	37,68027778
53	33	61370	42,30527778
37	22	43836	33,39472222
90	38	106117	96,24583333
63	26	38692	40,49722222
78	35	84651	53,70527778
25	8	56622	22,48694444
45	24	15986	34,10388889
46	29	95364	36,27361111
41	20	26706	31,28083333
144	29	89691	79,57444444
82	45	67267	66,96277778
91	37	126846	41,235
71	33	41140	56,86472222
63	33	102860	50,5775
53	25	51715	38,98444444
62	32	55801	61,25444444
63	29	111813	67,51666667
32	28	120293	45,2125
39	28	138599	50,72583333
62	31	161647	64,48277778
117	52	115929	73,69944444
34	21	24266	23,77055556
92	24	162901	86,34416667
93	41	109825	62,51666667
54	33	129838	64,5325
144	32	37510	40,26833333
14	19	43750	12,02416667
61	20	40652	43,265
109	31	87771	45,7525
38	31	85872	56,09444444
73	32	89275	65,40388889
75	18	44418	61,33361111
50	23	192565	27,62944444
61	17	35232	25,73916667
55	20	40909	37,03555556
77	12	13294	17,04472222
75	17	32387	34,98055556
72	30	140867	27,98611111
50	31	120662	62,37472222
32	10	21233	22,86555556
53	13	44332	28,33611111
42	22	61056	28,20083333
71	42	101338	67,64194444
10	1	1168	6,371666667
35	9	13497	11,54611111
65	32	65567	42,35388889
25	11	25162	17,1825
66	25	32334	27,75638889
41	36	40735	36,80194444
86	31	91413	88,165
16	0	855	5,848333333
42	24	97068	58,23361111
19	13	44339	6,291111111
19	8	14116	8,726111111
45	13	10288	12,97166667
65	19	65622	36,58277778
35	18	16563	25,48194444
95	33	76643	67,98583333
49	40	110681	51,25277778
37	22	29011	22,18416667
64	38	92696	35,67305556
38	24	94785	27,1775
34	8	8773	10,615
32	35	83209	41,9725
65	43	93815	75,68277778
52	43	86687	47,915
62	14	34553	30,01194444
65	41	105547	91,14083333
83	38	103487	69,60527778
95	45	213688	97,51861111
29	31	71220	43,89305556
18	13	23517	27,46277778
33	28	56926	23,73305556
247	31	91721	63,67833333
139	40	115168	97,67194444
29	30	111194	23,39083333
118	16	51009	33,45694444
110	37	135777	90,16611111
67	30	51513	36,40805556
42	35	74163	56,74194444
65	32	51633	45,98416667
94	27	75345	39,36722222
64	20	33416	32,23555556
81	18	83305	69,4575
95	31	98952	83,27083333
67	31	102372	54,39944444
63	21	37238	48,12777778
83	39	103772	70,69111111
45	41	123969	28,99694444
30	13	27142	37,80111111
70	32	135400	55,41
32	18	21399	25,69416667
83	39	130115	62,31388889
31	14	24874	37,71694444
67	7	34988	20,66888889
66	17	45549	22,56666667
10	0	6023	4,08
70	30	64466	50,45361111
103	37	54990	75,51555556
5	0	1644	1,999722222
20	5	6179	12,96111111
5	1	3926	4,874166667
36	16	32755	37,04666667
34	32	34777	26,45194444
48	24	73224	42,38916667
40	17	27114	27,26277778
43	11	20760	22,11638889
31	24	37636	16,44277778
42	22	65461	38,87277778
46	12	30080	32,94777778
33	19	24094	20,24444444
18	13	69008	18,1875
55	17	54968	27,67861111
35	15	46090	19,99027778
59	16	27507	21,46444444
19	24	10672	13,69138889
66	15	34029	37,53638889
60	17	46300	30,12388889
36	18	24760	24,92944444
25	20	18779	12,30444444
47	16	21280	21,56888889
54	16	40662	50,42444444
53	18	28987	37,2275
40	22	22827	34,46222222
40	8	18513	25,73055556
39	17	30594	33,84666667
14	18	24006	14,69861111
45	16	27913	22,74222222
36	23	42744	16,38361111
28	22	12934	14,86527778
44	13	22574	16,89222222
30	13	41385	15,65972222
22	16	18653	18,19166667
17	16	18472	22,48583333
31	20	30976	21,195
55	22	63339	28,89194444
54	17	25568	27,25111111
21	18	33747	18,88583333
14	17	4154	8,608055556
81	12	19474	37,62722222
35	7	35130	20,41777778
43	17	39067	17,53416667
46	14	13310	17,015
30	23	65892	20,80944444
23	17	4143	8,826111111
38	14	28579	22,62138889
54	15	51776	24,21833333
20	17	21152	13,91388889
53	21	38084	18,2625
45	18	27717	15,73694444
39	18	32928	43,99972222
20	17	11342	12,90416667
24	17	19499	20,45111111
31	16	16380	10,66527778
35	15	36874	25,5275
151	21	48259	38,75722222
52	16	16734	14,49
30	14	28207	14,32416667
31	15	30143	19,5975
29	17	41369	23,57111111
57	15	45833	28,48277778
40	15	29156	24,07722222
44	10	35944	23,80805556
25	6	36278	9,628333333
77	22	45588	41,82777778
35	21	45097	27,66972222
11	1	3895	5,374722222
63	18	28394	27,60361111
44	17	18632	23,95277778
19	4	2325	8,565833333
13	10	25139	8,807222222
42	16	27975	24,94611111
38	16	14483	17,24666667
29	9	13127	11,15305556
20	16	5839	7,676111111
27	17	24069	21,38611111
20	7	3738	10,40555556
19	15	18625	15,04361111
37	14	36341	13,85055556
26	14	24548	23,42694444
42	18	21792	17,82638889
49	12	26263	16,495
30	16	23686	33,14111111
49	21	49303	21,30611111
67	19	25659	28,72916667
28	16	28904	19,54
19	1	2781	12,05833333
49	16	29236	29,12166667
27	10	19546	17,28194444
30	19	22818	19,25111111
22	12	32689	14,75472222
12	2	5752	5,49
31	14	22197	24,07777778
20	17	20055	23,3625
20	19	25272	21,65138889
39	14	82206	24,75361111
29	11	32073	25,27916667
16	4	5444	11,18
27	16	20154	17,82972222
21	20	36944	14,12694444
19	12	8019	15,72583333
35	15	30884	17,44222222
14	16	19540	20,14861111

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	12 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 12 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=199071&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]12 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=199071&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=199071&T=0

As an alternative you can also use a QR Code:

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

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	12 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

Multiple Linear Regression - Estimated Regression Equation
Y_1[t] = -1.96704785448548 + 0.25073857081205X_1[t] + 0.714584000669894X_2[t] + 0.000171934980536373X_3[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
Y_1[t] =  -1.96704785448548 +  0.25073857081205X_1[t] +  0.714584000669894X_2[t] +  0.000171934980536373X_3[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=199071&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]Y_1[t] =  -1.96704785448548 +  0.25073857081205X_1[t] +  0.714584000669894X_2[t] +  0.000171934980536373X_3[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=199071&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=199071&T=1

As an alternative you can also use a QR Code:

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

Multiple Linear Regression - Estimated Regression Equation
Y_1[t] = -1.96704785448548 + 0.25073857081205X_1[t] + 0.714584000669894X_2[t] + 0.000171934980536373X_3[t] + e[t]

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.D.	T-STATH0: parameter = 0	2-tail p-value	1-tail p-value
(Intercept)	-1.96704785448548	1.714274	-1.1475	0.252157	0.126078
X_1	0.25073857081205	0.024932	10.0569	0	0
X_2	0.714584000669894	0.099118	7.2094	0	0
X_3	0.000171934980536373	2.6e-05	6.6813	0	0

\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) & -1.96704785448548 & 1.714274 & -1.1475 & 0.252157 & 0.126078 \tabularnewline
X_1 & 0.25073857081205 & 0.024932 & 10.0569 & 0 & 0 \tabularnewline
X_2 & 0.714584000669894 & 0.099118 & 7.2094 & 0 & 0 \tabularnewline
X_3 & 0.000171934980536373 & 2.6e-05 & 6.6813 & 0 & 0 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=199071&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]-1.96704785448548[/C][C]1.714274[/C][C]-1.1475[/C][C]0.252157[/C][C]0.126078[/C][/ROW]
[ROW][C]X_1[/C][C]0.25073857081205[/C][C]0.024932[/C][C]10.0569[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]X_2[/C][C]0.714584000669894[/C][C]0.099118[/C][C]7.2094[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]X_3[/C][C]0.000171934980536373[/C][C]2.6e-05[/C][C]6.6813[/C][C]0[/C][C]0[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=199071&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=199071&T=2

As an alternative you can also use a QR Code:

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

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.D.	T-STATH0: parameter = 0	2-tail p-value	1-tail p-value
(Intercept)	-1.96704785448548	1.714274	-1.1475	0.252157	0.126078
X_1	0.25073857081205	0.024932	10.0569	0	0
X_2	0.714584000669894	0.099118	7.2094	0	0
X_3	0.000171934980536373	2.6e-05	6.6813	0	0

Multiple Linear Regression - Regression Statistics
Multiple R	0.862266052259288
R-squared	0.743502744878818
Adjusted R-squared	0.740802773772279
F-TEST (value)	275.37433385054
F-TEST (DF numerator)	3
F-TEST (DF denominator)	285
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	11.6444881184784
Sum Squared Residuals	38644.3195092944

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.862266052259288 \tabularnewline
R-squared & 0.743502744878818 \tabularnewline
Adjusted R-squared & 0.740802773772279 \tabularnewline
F-TEST (value) & 275.37433385054 \tabularnewline
F-TEST (DF numerator) & 3 \tabularnewline
F-TEST (DF denominator) & 285 \tabularnewline
p-value & 0 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation & 11.6444881184784 \tabularnewline
Sum Squared Residuals & 38644.3195092944 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=199071&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.862266052259288[/C][/ROW]
[ROW][C]R-squared[/C][C]0.743502744878818[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.740802773772279[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]275.37433385054[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]3[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]285[/C][/ROW]
[ROW][C]p-value[/C][C]0[/C][/ROW]
[ROW][C]Multiple Linear Regression - Residual Statistics[/C][/ROW]
[ROW][C]Residual Standard Deviation[/C][C]11.6444881184784[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]38644.3195092944[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=199071&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=199071&T=3

As an alternative you can also use a QR Code:

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

Multiple Linear Regression - Regression Statistics
Multiple R	0.862266052259288
R-squared	0.743502744878818
Adjusted R-squared	0.740802773772279
F-TEST (value)	275.37433385054
F-TEST (DF numerator)	3
F-TEST (DF denominator)	285
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	11.6444881184784
Sum Squared Residuals	38644.3195092944

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	InterpolationForecast	ResidualsPrediction Error
1	58.58527778	52.8175514206128	5.7677263593872
2	33.60611111	46.6603433895033	-13.0542322795033
3	49.03	53.0187783819461	-3.98877838194614
4	49.81138889	59.184821453301	-9.37343256330099
5	34.21805556	30.37894078109	3.83911477891
6	14.65166667	34.6588343398967	-20.0071676698967
7	107.0927778	59.4570555272565	47.6357222727435
8	9.213888889	19.3300795332826	-10.1161906442826
9	28.23472222	24.6368716804359	3.59785053956406
10	41.40583333	47.6190077074946	-6.2131743774946
11	45.95722222	34.0813976022734	11.8758246177266
12	65.8925	57.6309359607295	8.26156403927047
13	48.14611111	63.8675524458888	-15.7214413358888
14	36.98083333	43.1977318904127	-6.21689856041271
15	71.90916667	55.4917639953013	16.4174026746987
16	50.02305556	48.1371122186726	1.88594334132741
17	90.22194444	87.0246857610817	3.19725867891826
18	64.15666667	55.7686432539496	8.38802341605038
19	65.77361111	67.4710798527269	-1.69746874272688
20	37.63138889	41.8811266997631	-4.24973780976306
21	56.36805556	58.7892734699555	-2.42121790995551
22	59.76305556	55.3313169688185	4.43173859118154
23	95.63805556	49.9079541497229	45.7301014102771
24	42.75972222	35.4427787781604	7.3169434418396
25	36.92861111	52.6949316064188	-15.7663204964188
26	48.53444444	57.2795270578293	-8.74508261782935
27	48.44861111	59.4870486918127	-11.0384375818127
28	62.65222222	62.9377844415358	-0.285562221535815
29	62.12	52.4099039127903	9.71009608720966
30	34.67138889	31.210141141685	3.46124774831499
31	61.58277778	46.2865525934723	15.2962251865277
32	58.54638889	58.2862840611359	0.260104828864123
33	47.29611111	56.3156636685525	-9.01955255855255
34	72.37805556	63.0710693349355	9.30698622506455
35	23.57027778	37.8245904329544	-14.2543126529544
36	81.78444444	58.3714630347075	23.4129814052925
37	28.05861111	20.5879029752207	7.47070813477935
38	59.90027778	42.029821492982	17.870456287018
39	90.3075	62.2009241632125	28.1065758367875
40	1.993333333	2.54017132662263	-0.546837993622633
41	46.53944444	44.1257357933947	2.41370864660534
42	29.55777778	20.9031964093056	8.65458137069444
43	26.82222222	33.190828351033	-6.36860613103295
44	73.82472222	71.7990509576548	2.02567126234515
45	74.90305556	48.3236301555017	26.5794254044983
46	41.42	47.500229385368	-6.08022938536803
47	48.84	46.0296829774124	2.81031702258762
48	42.46416667	46.3203707363824	-3.85620406638239
49	31.01805556	35.130496952398	-4.11244139239801
50	32.33555556	53.5021675481637	-21.1666119881637
51	100.6391667	69.4819261147819	31.1572405852181
52	21.88888889	32.8225124141153	-10.9336235241153
53	50.87972222	56.6995853571876	-5.81986313718763
54	77.2125	72.12966226197	5.08283773802998
55	41.84138889	44.9564062148529	-3.11501732485287
56	46.89138889	47.0140715314252	-0.122682641425188
57	6.718888889	7.93202698187471	-1.21313809287471
58	91.46305556	110.746555228813	-19.283499668813
59	18.06361111	20.7546754128169	-2.69106430281695
60	28.0825	29.5349075048478	-1.45240750484781
61	60.81833333	42.9061644481047	17.9121688818953
62	67.79222222	71.2075129260499	-3.41529070604994
63	94.88055556	75.2977419517187	19.5828136082813
64	28.77694444	24.3382159531308	4.43872848686924
65	64.81333333	71.8970215165601	-7.08368818656011
66	71.23944444	67.4576423817498	3.78180205825015
67	57.26694444	48.4133933139997	8.85355112600026
68	86.52027778	75.9769731113978	10.5433046686022
69	65.5	63.6893053684179	1.81069463158206
70	49.4275	52.3687066999123	-2.94120669991233
71	57.54888889	53.411574715245	4.13731417475499
72	54.59805556	49.4265129471232	5.17154261287677
73	48.38444444	38.6745844462392	9.70985999376079
74	39.79055556	61.4932692660383	-21.7027137060383
75	52.09972222	66.7364555920981	-14.6367333720981
76	52.13361111	49.5675923205719	2.56601878942812
77	33.06	41.031883152062	-7.97188315206195
78	50.60888889	51.699450981032	-1.09056209103197
79	20.435	26.3808438166794	-5.94584381667937
80	54.16083333	54.8871834071349	-0.726350077134902
81	46.52444444	43.7218593159881	2.80258512401191
82	39.93222222	45.7424579708254	-5.81023575082539
83	76.53916667	53.4235746710742	23.1155919989258
84	67.55527778	53.2726772756983	14.2826005043017
85	50.83305556	83.2373532025288	-32.4042976425288
86	37.68027778	41.6872825686321	-4.00700478863213
87	42.30527778	45.4550181761769	-3.1497403961769
88	33.39472222	30.5680690870905	2.8266531329095
89	96.24583333	65.9988398736333	30.2469934563667
90	40.49722222	39.0611743910043	1.43604782899573
91	53.70527778	57.1554687296852	-3.45019094968524
92	22.48694444	19.7533908891055	2.73355355089454
93	34.10388889	29.2147564469887	4.88913244301131
94	36.27361111	46.6862699061665	-10.4126587961665
95	31.28083333	27.1966091524108	4.08422417758917
96	79.57444444	70.2832627011645	9.29118173883549
97	66.96277778	62.3153453179881	4.64743246201193
98	41.235	69.099034655314	-27.864034655314
99	56.86472222	46.490067794543	10.374654425457
100	50.5775	55.0959862267515	-4.51848622675153
101	38.98444444	38.0783139337391	0.906130506260932
102	61.25444444	46.0395754062084	15.2148690337916
103	67.51666667	53.7769841048141	13.7396825651859
104	45.2125	46.7475130439191	-1.53501304391912
105	50.72583333	51.6501247933023	-0.924291463302318
106	64.48277778	63.5236213553915	0.959156424608522
107	73.69944444	84.4599833239601	-10.7605388839601
108	23.77055556	25.7365018048876	-1.96594624488763
109	86.34416667	66.2592969406563	20.0848697293437
110	62.51666667	69.532342495908	-7.01567582590803
111	64.5325	57.4778009943534	7.05469900564663
112	40.26833333	63.4552754838057	-23.1869421538057
113	12.02416667	22.6425435480775	-10.6183768780775
114	43.265	34.6091858072121	8.6558141927879
115	45.7525	62.6064655614527	-16.8539655614527
116	56.09444444	44.4775225057586	11.6169219342414
117	65.40388889	54.5530512236155	10.8508376663845
118	61.33361111	37.337864933941	23.995746176059
119	27.62944444	60.1139722285113	-32.4845277885113
120	25.73916667	31.5335462106953	-5.79437954069527
121	37.03555556	33.1489416723376	3.88661388766235
122	17.04472222	28.2005337373316	-11.1558115173316
123	34.98055556	34.554731182438	0.425824377562012
124	27.98611111	61.7436141672963	-33.7575030572963
125	62.37472222	53.4680033283636	8.90671889163639
126	22.86555556	16.8531218599279	6.01243370007213
127	28.33611111	28.2339099644003	0.102201145599708
128	28.20083333	34.7824823059871	-6.5816489759871
129	67.64194444	63.2714657589006	4.37047868109938
130	6.371666667	1.45574191157139	4.91592475542861
131	11.54611111	15.5606645622647	-4.01455345226474
132	42.35388889	48.4709081385628	-6.11701924856277
133	17.1825	16.4880684034408	0.694431596559173
134	27.75638889	38.0056434965203	-10.2492546065203
135	36.80194444	41.0420290050739	-4.24008456507392
136	88.165	57.465665631889	30.699334368111
137	5.848333333	2.19177368686591	3.65655964613409
138	58.23361111	42.4033728264028	15.8302382835972
139	6.291111111	19.7100021016543	-13.4188909906543
140	8.726111111	10.9406911815541	-2.21458007055406
141	12.97166667	20.3746469205236	-7.4029802505236
142	36.58277778	39.1907725537836	-2.60799477378365
143	25.48194444	22.5190732186183	2.96287122138169
144	67.98583333	58.612001108015	9.37383222198497
145	51.25277778	57.9324377228471	-6.67965994284706
146	22.18416667	28.0191330006388	-5.83496633063876
147	35.67305556	57.1720976587414	-21.4990420987414
148	27.1775	41.00789098259	-13.83039098259
149	10.615	13.783121142729	-3.16812114272897
150	41.9725	45.3735642303975	-3.4010642303975
151	75.68277778	61.1881514761231	14.4946263038769
152	47.915	56.7029975143032	-8.78799751430316
153	30.01194444	29.5237889277134	0.488155512286559
154	91.14083333	61.776124666436	29.364708663564
155	69.60527778	63.7914808791383	5.81379690086168
156	97.51861111	90.7498385236611	6.76877258633894
157	43.89305556	39.7016840336312	4.19137152636881
158	27.46277778	15.8792333661139	11.5835444138861
159	23.73305556	36.1032477030828	-12.3701921430828
160	63.67833333	97.8875315066343	-34.2091981766343
161	97.67194444	81.2703813535983	16.4015630864017
162	23.39083333	45.8600289449223	-22.4691956149223
163	33.45694444	47.8236789342346	-14.3667344942346
164	90.16611111	75.3986188119133	14.7674922980867
165	36.40805556	45.1268430623889	-8.71878750238889
166	56.74194444	46.325626104586	10.416318335414
167	45.98416667	46.0751661197689	-0.090999449768938
168	39.36722222	53.8505869284474	-14.4833647084474
169	32.23555556	34.117280000487	-1.88172444048705
170	69.4575	45.5283319469312	23.9291680530688
171	83.27083333	61.0185305874612	22.2523027425388
172	54.39944444	54.5858682381582	-0.186423798158193
173	48.12777778	35.2382609259549	12.8895168540451
174	70.69111111	64.5550663492611	6.13604476073892
175	28.99694444	59.9287394616361	-30.9317950216361
176	37.80111111	19.5113605203029	18.2897505896971
177	55.41	61.7313364884196	-6.32133648841959
178	25.69416667	22.5983350720561	3.09583159794394
179	62.31388889	69.0843495415308	-6.77046065153076
180	37.71694444	20.0867345559283	17.6302098840717
181	20.66888889	25.8501854936178	-5.18129660361776
182	22.56666667	34.5610922589493	-11.9944255889493
183	4.08	1.5759022414056	2.5040977585944
184	50.45361111	48.1061325777127	2.34747853228732
185	75.51555556	59.7533375436369	15.7622180163631
186	1.999722222	-0.430693892423433	2.43041611442343
187	12.96111111	7.68302980983924	5.27808130016076
188	4.874166667	0.676245733830464	4.19792093316954
189	37.04666667	24.1246149929355	12.9220516770645
190	26.45194444	35.4041343926743	-8.95218995267428
191	42.38916667	39.8081865753658	2.58098009463422
192	27.26277778	24.8722680516479	2.39050972835206
193	22.11638889	20.2445048937366	1.87188399626339
194	16.44277778	29.4268087842325	-12.9840310042325
195	38.87277778	35.5398558952498	3.33292188475018
196	32.94777778	23.3137386254417	9.63403915455835
197	20.24444444	24.0270224160835	-3.78257797608353
198	18.1875	23.7007275656941	-5.5132275656941
199	27.67861111	33.4224235616888	-5.74381245168884
200	19.99027778	25.4520453869061	-5.46176760690613
201	21.46444444	28.9892873437578	-7.52484290375779
202	13.69138889	21.7818911193051	-8.0905022293051
203	37.53638889	31.1512332818305	6.38515560816952
204	30.12388889	33.1857840044598	-3.0618951144598
205	24.92944444	24.179162824887	0.750281615112988
206	12.30444444	21.8218634287062	-9.5174189887062
207	21.56888889	24.9097853702132	-3.3408964802132
208	50.42444444	29.9973991586535	20.4270452813465
209	37.2275	29.1684876914191	8.05901230858089
210	34.46222222	27.708102793438	6.75411942656202
211	25.73055556	16.9621992780256	8.76835628197445
212	33.84666667	25.2198632131025	8.62680345689752
213	14.69861111	18.5332752916975	-3.83466418169749
214	22.74222222	25.5487529544869	-2.80653073448686
215	16.38361111	30.8441615182026	-14.4605504082026
216	14.86527778	22.998287181247	-8.13300940124704
217	16.89222222	22.2363015205814	-5.34407930058143
218	15.65972222	21.9602304480825	-6.30050822808245
219	18.19166667	18.1896479060429	0.00201876395710649
220	22.48583333	16.9048348205056	5.58099850949444
221	21.195	25.4233858111807	-4.22838581118065
222	28.89194444	38.4346112871083	-9.54266684710829
223	27.25111111	28.1167965631074	-0.865685453107409
224	18.88583333	21.9632639327867	-3.07743060278665
225	8.608055556	14.4054380574195	-5.79738250141951
226	37.62722222	30.2660462002946	7.36117601970537
227	20.41777778	17.8509659948683	2.56681178513168
228	17.53416667	27.6796225864354	-10.1454559164354
229	17.015	21.8595570031865	-4.84455700318646
230	20.80944444	33.3196810227863	-12.5102365827863
231	8.826111111	16.6601939099421	-7.83408279894206
232	22.62138889	22.4789236544999	0.142465235500051
233	24.21833333	31.1937005316649	-6.9753672016649
234	13.91388889	18.8324202814491	-4.91853139144908
235	18.2625	32.8763322113682	-14.6138322113682
236	15.73694444	26.9442216996415	-11.2072772596415
237	43.99972222	26.3357434583443	17.6639787616557
238	12.90416667	17.1457381223873	-4.24157145238726
239	20.45111111	19.5511660418707	0.899945068129341
240	10.66527778	20.0554868325922	-9.39020905259217
241	25.5275	23.8674926062829	1.66000739371709
242	38.75722222	59.1981505779067	-20.4409283579067
243	14.49	25.3818618027551	-10.8918618027551
244	14.32416667	20.409055275244	-6.08488860524402
245	19.5975	21.7072439690444	-2.10974396904438
246	23.57111111	24.5650769202614	-0.993965810261396
247	28.48277778	30.9241066547734	-2.44132887477338
248	24.07722222	23.7941912805634	0.283030939436571
249	23.80805556	22.3913202083431	1.41673535165694
250	9.628333333	14.8263776437337	-5.19804431073369
251	41.82777778	40.8988420054722	0.928935774527776
252	27.66972222	29.5688179552529	-1.89909573525287
253	5.374722222	2.17534717430614	3.19937504769386
254	27.60361111	31.5739159560815	-3.97030484608154
255	23.95277778	24.4168698299866	-0.464092049986622
256	8.565833333	6.05506982337011	2.51076350962989
257	8.807222222	12.760667048474	-3.953444826474
258	24.94611111	24.807197210844	0.138913899156033
259	17.24666667	21.484496170199	-4.23782950019902
260	11.15305556	13.992617194594	-2.83956163459399
261	7.676111111	15.4849959238257	-7.8088848128257
262	21.38611111	21.089124615358	0.296986494641965
263	10.40555556	8.69250452368974	1.71305103631026
264	15.04361111	16.7180340134818	-1.67442290348183
265	13.85055556	23.5627444026112	-9.71218884261123
266	23.42694444	18.7769908982132	4.64995354178677
267	17.82638889	25.1732912275274	-7.34690233752736
268	16.495	23.4096785171705	-6.91467851717047
269	33.14111111	21.0609052295789	12.0802058804211
270	21.30611111	33.8023164747576	-12.4962053647576
271	28.72916667	32.8212120682327	-4.09204539823265
272	19.54	21.4565848163936	-1.91658481639356
273	12.05833333	3.98972017248502	8.06861315751498
274	29.12166667	26.7791772169847	2.34248945301532
275	17.28194444	15.3093746937028	1.97256974629724
276	19.25111111	23.055417668483	-3.80430655848297
277	14.75472222	17.7445912901719	-2.98986907017185
278	5.49	3.45995300464413	2.03004699535587
279	24.07777778	19.6264646130325	4.45131316696754
280	23.3625	18.6438076078007	4.71869239219932
281	21.65138889	20.9699604025987	0.681428487401268
282	24.75361111	31.9500194265361	-7.19640831653609
283	25.27916667	18.6792653371759	6.59990133282409
284	11.18	5.83911931522691	5.34088068477309
285	17.82972222	19.7014151658882	-1.87169294588824
286	14.12694444	23.9421080669012	-9.81516362690122
287	15.72583333	12.7507396079034	2.97509372209663
288	17.44222222	22.83760207287	-5.39537985287003
289	20.14861111	16.3362456672823	3.81236544271774

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 58.58527778 & 52.8175514206128 & 5.7677263593872 \tabularnewline
2 & 33.60611111 & 46.6603433895033 & -13.0542322795033 \tabularnewline
3 & 49.03 & 53.0187783819461 & -3.98877838194614 \tabularnewline
4 & 49.81138889 & 59.184821453301 & -9.37343256330099 \tabularnewline
5 & 34.21805556 & 30.37894078109 & 3.83911477891 \tabularnewline
6 & 14.65166667 & 34.6588343398967 & -20.0071676698967 \tabularnewline
7 & 107.0927778 & 59.4570555272565 & 47.6357222727435 \tabularnewline
8 & 9.213888889 & 19.3300795332826 & -10.1161906442826 \tabularnewline
9 & 28.23472222 & 24.6368716804359 & 3.59785053956406 \tabularnewline
10 & 41.40583333 & 47.6190077074946 & -6.2131743774946 \tabularnewline
11 & 45.95722222 & 34.0813976022734 & 11.8758246177266 \tabularnewline
12 & 65.8925 & 57.6309359607295 & 8.26156403927047 \tabularnewline
13 & 48.14611111 & 63.8675524458888 & -15.7214413358888 \tabularnewline
14 & 36.98083333 & 43.1977318904127 & -6.21689856041271 \tabularnewline
15 & 71.90916667 & 55.4917639953013 & 16.4174026746987 \tabularnewline
16 & 50.02305556 & 48.1371122186726 & 1.88594334132741 \tabularnewline
17 & 90.22194444 & 87.0246857610817 & 3.19725867891826 \tabularnewline
18 & 64.15666667 & 55.7686432539496 & 8.38802341605038 \tabularnewline
19 & 65.77361111 & 67.4710798527269 & -1.69746874272688 \tabularnewline
20 & 37.63138889 & 41.8811266997631 & -4.24973780976306 \tabularnewline
21 & 56.36805556 & 58.7892734699555 & -2.42121790995551 \tabularnewline
22 & 59.76305556 & 55.3313169688185 & 4.43173859118154 \tabularnewline
23 & 95.63805556 & 49.9079541497229 & 45.7301014102771 \tabularnewline
24 & 42.75972222 & 35.4427787781604 & 7.3169434418396 \tabularnewline
25 & 36.92861111 & 52.6949316064188 & -15.7663204964188 \tabularnewline
26 & 48.53444444 & 57.2795270578293 & -8.74508261782935 \tabularnewline
27 & 48.44861111 & 59.4870486918127 & -11.0384375818127 \tabularnewline
28 & 62.65222222 & 62.9377844415358 & -0.285562221535815 \tabularnewline
29 & 62.12 & 52.4099039127903 & 9.71009608720966 \tabularnewline
30 & 34.67138889 & 31.210141141685 & 3.46124774831499 \tabularnewline
31 & 61.58277778 & 46.2865525934723 & 15.2962251865277 \tabularnewline
32 & 58.54638889 & 58.2862840611359 & 0.260104828864123 \tabularnewline
33 & 47.29611111 & 56.3156636685525 & -9.01955255855255 \tabularnewline
34 & 72.37805556 & 63.0710693349355 & 9.30698622506455 \tabularnewline
35 & 23.57027778 & 37.8245904329544 & -14.2543126529544 \tabularnewline
36 & 81.78444444 & 58.3714630347075 & 23.4129814052925 \tabularnewline
37 & 28.05861111 & 20.5879029752207 & 7.47070813477935 \tabularnewline
38 & 59.90027778 & 42.029821492982 & 17.870456287018 \tabularnewline
39 & 90.3075 & 62.2009241632125 & 28.1065758367875 \tabularnewline
40 & 1.993333333 & 2.54017132662263 & -0.546837993622633 \tabularnewline
41 & 46.53944444 & 44.1257357933947 & 2.41370864660534 \tabularnewline
42 & 29.55777778 & 20.9031964093056 & 8.65458137069444 \tabularnewline
43 & 26.82222222 & 33.190828351033 & -6.36860613103295 \tabularnewline
44 & 73.82472222 & 71.7990509576548 & 2.02567126234515 \tabularnewline
45 & 74.90305556 & 48.3236301555017 & 26.5794254044983 \tabularnewline
46 & 41.42 & 47.500229385368 & -6.08022938536803 \tabularnewline
47 & 48.84 & 46.0296829774124 & 2.81031702258762 \tabularnewline
48 & 42.46416667 & 46.3203707363824 & -3.85620406638239 \tabularnewline
49 & 31.01805556 & 35.130496952398 & -4.11244139239801 \tabularnewline
50 & 32.33555556 & 53.5021675481637 & -21.1666119881637 \tabularnewline
51 & 100.6391667 & 69.4819261147819 & 31.1572405852181 \tabularnewline
52 & 21.88888889 & 32.8225124141153 & -10.9336235241153 \tabularnewline
53 & 50.87972222 & 56.6995853571876 & -5.81986313718763 \tabularnewline
54 & 77.2125 & 72.12966226197 & 5.08283773802998 \tabularnewline
55 & 41.84138889 & 44.9564062148529 & -3.11501732485287 \tabularnewline
56 & 46.89138889 & 47.0140715314252 & -0.122682641425188 \tabularnewline
57 & 6.718888889 & 7.93202698187471 & -1.21313809287471 \tabularnewline
58 & 91.46305556 & 110.746555228813 & -19.283499668813 \tabularnewline
59 & 18.06361111 & 20.7546754128169 & -2.69106430281695 \tabularnewline
60 & 28.0825 & 29.5349075048478 & -1.45240750484781 \tabularnewline
61 & 60.81833333 & 42.9061644481047 & 17.9121688818953 \tabularnewline
62 & 67.79222222 & 71.2075129260499 & -3.41529070604994 \tabularnewline
63 & 94.88055556 & 75.2977419517187 & 19.5828136082813 \tabularnewline
64 & 28.77694444 & 24.3382159531308 & 4.43872848686924 \tabularnewline
65 & 64.81333333 & 71.8970215165601 & -7.08368818656011 \tabularnewline
66 & 71.23944444 & 67.4576423817498 & 3.78180205825015 \tabularnewline
67 & 57.26694444 & 48.4133933139997 & 8.85355112600026 \tabularnewline
68 & 86.52027778 & 75.9769731113978 & 10.5433046686022 \tabularnewline
69 & 65.5 & 63.6893053684179 & 1.81069463158206 \tabularnewline
70 & 49.4275 & 52.3687066999123 & -2.94120669991233 \tabularnewline
71 & 57.54888889 & 53.411574715245 & 4.13731417475499 \tabularnewline
72 & 54.59805556 & 49.4265129471232 & 5.17154261287677 \tabularnewline
73 & 48.38444444 & 38.6745844462392 & 9.70985999376079 \tabularnewline
74 & 39.79055556 & 61.4932692660383 & -21.7027137060383 \tabularnewline
75 & 52.09972222 & 66.7364555920981 & -14.6367333720981 \tabularnewline
76 & 52.13361111 & 49.5675923205719 & 2.56601878942812 \tabularnewline
77 & 33.06 & 41.031883152062 & -7.97188315206195 \tabularnewline
78 & 50.60888889 & 51.699450981032 & -1.09056209103197 \tabularnewline
79 & 20.435 & 26.3808438166794 & -5.94584381667937 \tabularnewline
80 & 54.16083333 & 54.8871834071349 & -0.726350077134902 \tabularnewline
81 & 46.52444444 & 43.7218593159881 & 2.80258512401191 \tabularnewline
82 & 39.93222222 & 45.7424579708254 & -5.81023575082539 \tabularnewline
83 & 76.53916667 & 53.4235746710742 & 23.1155919989258 \tabularnewline
84 & 67.55527778 & 53.2726772756983 & 14.2826005043017 \tabularnewline
85 & 50.83305556 & 83.2373532025288 & -32.4042976425288 \tabularnewline
86 & 37.68027778 & 41.6872825686321 & -4.00700478863213 \tabularnewline
87 & 42.30527778 & 45.4550181761769 & -3.1497403961769 \tabularnewline
88 & 33.39472222 & 30.5680690870905 & 2.8266531329095 \tabularnewline
89 & 96.24583333 & 65.9988398736333 & 30.2469934563667 \tabularnewline
90 & 40.49722222 & 39.0611743910043 & 1.43604782899573 \tabularnewline
91 & 53.70527778 & 57.1554687296852 & -3.45019094968524 \tabularnewline
92 & 22.48694444 & 19.7533908891055 & 2.73355355089454 \tabularnewline
93 & 34.10388889 & 29.2147564469887 & 4.88913244301131 \tabularnewline
94 & 36.27361111 & 46.6862699061665 & -10.4126587961665 \tabularnewline
95 & 31.28083333 & 27.1966091524108 & 4.08422417758917 \tabularnewline
96 & 79.57444444 & 70.2832627011645 & 9.29118173883549 \tabularnewline
97 & 66.96277778 & 62.3153453179881 & 4.64743246201193 \tabularnewline
98 & 41.235 & 69.099034655314 & -27.864034655314 \tabularnewline
99 & 56.86472222 & 46.490067794543 & 10.374654425457 \tabularnewline
100 & 50.5775 & 55.0959862267515 & -4.51848622675153 \tabularnewline
101 & 38.98444444 & 38.0783139337391 & 0.906130506260932 \tabularnewline
102 & 61.25444444 & 46.0395754062084 & 15.2148690337916 \tabularnewline
103 & 67.51666667 & 53.7769841048141 & 13.7396825651859 \tabularnewline
104 & 45.2125 & 46.7475130439191 & -1.53501304391912 \tabularnewline
105 & 50.72583333 & 51.6501247933023 & -0.924291463302318 \tabularnewline
106 & 64.48277778 & 63.5236213553915 & 0.959156424608522 \tabularnewline
107 & 73.69944444 & 84.4599833239601 & -10.7605388839601 \tabularnewline
108 & 23.77055556 & 25.7365018048876 & -1.96594624488763 \tabularnewline
109 & 86.34416667 & 66.2592969406563 & 20.0848697293437 \tabularnewline
110 & 62.51666667 & 69.532342495908 & -7.01567582590803 \tabularnewline
111 & 64.5325 & 57.4778009943534 & 7.05469900564663 \tabularnewline
112 & 40.26833333 & 63.4552754838057 & -23.1869421538057 \tabularnewline
113 & 12.02416667 & 22.6425435480775 & -10.6183768780775 \tabularnewline
114 & 43.265 & 34.6091858072121 & 8.6558141927879 \tabularnewline
115 & 45.7525 & 62.6064655614527 & -16.8539655614527 \tabularnewline
116 & 56.09444444 & 44.4775225057586 & 11.6169219342414 \tabularnewline
117 & 65.40388889 & 54.5530512236155 & 10.8508376663845 \tabularnewline
118 & 61.33361111 & 37.337864933941 & 23.995746176059 \tabularnewline
119 & 27.62944444 & 60.1139722285113 & -32.4845277885113 \tabularnewline
120 & 25.73916667 & 31.5335462106953 & -5.79437954069527 \tabularnewline
121 & 37.03555556 & 33.1489416723376 & 3.88661388766235 \tabularnewline
122 & 17.04472222 & 28.2005337373316 & -11.1558115173316 \tabularnewline
123 & 34.98055556 & 34.554731182438 & 0.425824377562012 \tabularnewline
124 & 27.98611111 & 61.7436141672963 & -33.7575030572963 \tabularnewline
125 & 62.37472222 & 53.4680033283636 & 8.90671889163639 \tabularnewline
126 & 22.86555556 & 16.8531218599279 & 6.01243370007213 \tabularnewline
127 & 28.33611111 & 28.2339099644003 & 0.102201145599708 \tabularnewline
128 & 28.20083333 & 34.7824823059871 & -6.5816489759871 \tabularnewline
129 & 67.64194444 & 63.2714657589006 & 4.37047868109938 \tabularnewline
130 & 6.371666667 & 1.45574191157139 & 4.91592475542861 \tabularnewline
131 & 11.54611111 & 15.5606645622647 & -4.01455345226474 \tabularnewline
132 & 42.35388889 & 48.4709081385628 & -6.11701924856277 \tabularnewline
133 & 17.1825 & 16.4880684034408 & 0.694431596559173 \tabularnewline
134 & 27.75638889 & 38.0056434965203 & -10.2492546065203 \tabularnewline
135 & 36.80194444 & 41.0420290050739 & -4.24008456507392 \tabularnewline
136 & 88.165 & 57.465665631889 & 30.699334368111 \tabularnewline
137 & 5.848333333 & 2.19177368686591 & 3.65655964613409 \tabularnewline
138 & 58.23361111 & 42.4033728264028 & 15.8302382835972 \tabularnewline
139 & 6.291111111 & 19.7100021016543 & -13.4188909906543 \tabularnewline
140 & 8.726111111 & 10.9406911815541 & -2.21458007055406 \tabularnewline
141 & 12.97166667 & 20.3746469205236 & -7.4029802505236 \tabularnewline
142 & 36.58277778 & 39.1907725537836 & -2.60799477378365 \tabularnewline
143 & 25.48194444 & 22.5190732186183 & 2.96287122138169 \tabularnewline
144 & 67.98583333 & 58.612001108015 & 9.37383222198497 \tabularnewline
145 & 51.25277778 & 57.9324377228471 & -6.67965994284706 \tabularnewline
146 & 22.18416667 & 28.0191330006388 & -5.83496633063876 \tabularnewline
147 & 35.67305556 & 57.1720976587414 & -21.4990420987414 \tabularnewline
148 & 27.1775 & 41.00789098259 & -13.83039098259 \tabularnewline
149 & 10.615 & 13.783121142729 & -3.16812114272897 \tabularnewline
150 & 41.9725 & 45.3735642303975 & -3.4010642303975 \tabularnewline
151 & 75.68277778 & 61.1881514761231 & 14.4946263038769 \tabularnewline
152 & 47.915 & 56.7029975143032 & -8.78799751430316 \tabularnewline
153 & 30.01194444 & 29.5237889277134 & 0.488155512286559 \tabularnewline
154 & 91.14083333 & 61.776124666436 & 29.364708663564 \tabularnewline
155 & 69.60527778 & 63.7914808791383 & 5.81379690086168 \tabularnewline
156 & 97.51861111 & 90.7498385236611 & 6.76877258633894 \tabularnewline
157 & 43.89305556 & 39.7016840336312 & 4.19137152636881 \tabularnewline
158 & 27.46277778 & 15.8792333661139 & 11.5835444138861 \tabularnewline
159 & 23.73305556 & 36.1032477030828 & -12.3701921430828 \tabularnewline
160 & 63.67833333 & 97.8875315066343 & -34.2091981766343 \tabularnewline
161 & 97.67194444 & 81.2703813535983 & 16.4015630864017 \tabularnewline
162 & 23.39083333 & 45.8600289449223 & -22.4691956149223 \tabularnewline
163 & 33.45694444 & 47.8236789342346 & -14.3667344942346 \tabularnewline
164 & 90.16611111 & 75.3986188119133 & 14.7674922980867 \tabularnewline
165 & 36.40805556 & 45.1268430623889 & -8.71878750238889 \tabularnewline
166 & 56.74194444 & 46.325626104586 & 10.416318335414 \tabularnewline
167 & 45.98416667 & 46.0751661197689 & -0.090999449768938 \tabularnewline
168 & 39.36722222 & 53.8505869284474 & -14.4833647084474 \tabularnewline
169 & 32.23555556 & 34.117280000487 & -1.88172444048705 \tabularnewline
170 & 69.4575 & 45.5283319469312 & 23.9291680530688 \tabularnewline
171 & 83.27083333 & 61.0185305874612 & 22.2523027425388 \tabularnewline
172 & 54.39944444 & 54.5858682381582 & -0.186423798158193 \tabularnewline
173 & 48.12777778 & 35.2382609259549 & 12.8895168540451 \tabularnewline
174 & 70.69111111 & 64.5550663492611 & 6.13604476073892 \tabularnewline
175 & 28.99694444 & 59.9287394616361 & -30.9317950216361 \tabularnewline
176 & 37.80111111 & 19.5113605203029 & 18.2897505896971 \tabularnewline
177 & 55.41 & 61.7313364884196 & -6.32133648841959 \tabularnewline
178 & 25.69416667 & 22.5983350720561 & 3.09583159794394 \tabularnewline
179 & 62.31388889 & 69.0843495415308 & -6.77046065153076 \tabularnewline
180 & 37.71694444 & 20.0867345559283 & 17.6302098840717 \tabularnewline
181 & 20.66888889 & 25.8501854936178 & -5.18129660361776 \tabularnewline
182 & 22.56666667 & 34.5610922589493 & -11.9944255889493 \tabularnewline
183 & 4.08 & 1.5759022414056 & 2.5040977585944 \tabularnewline
184 & 50.45361111 & 48.1061325777127 & 2.34747853228732 \tabularnewline
185 & 75.51555556 & 59.7533375436369 & 15.7622180163631 \tabularnewline
186 & 1.999722222 & -0.430693892423433 & 2.43041611442343 \tabularnewline
187 & 12.96111111 & 7.68302980983924 & 5.27808130016076 \tabularnewline
188 & 4.874166667 & 0.676245733830464 & 4.19792093316954 \tabularnewline
189 & 37.04666667 & 24.1246149929355 & 12.9220516770645 \tabularnewline
190 & 26.45194444 & 35.4041343926743 & -8.95218995267428 \tabularnewline
191 & 42.38916667 & 39.8081865753658 & 2.58098009463422 \tabularnewline
192 & 27.26277778 & 24.8722680516479 & 2.39050972835206 \tabularnewline
193 & 22.11638889 & 20.2445048937366 & 1.87188399626339 \tabularnewline
194 & 16.44277778 & 29.4268087842325 & -12.9840310042325 \tabularnewline
195 & 38.87277778 & 35.5398558952498 & 3.33292188475018 \tabularnewline
196 & 32.94777778 & 23.3137386254417 & 9.63403915455835 \tabularnewline
197 & 20.24444444 & 24.0270224160835 & -3.78257797608353 \tabularnewline
198 & 18.1875 & 23.7007275656941 & -5.5132275656941 \tabularnewline
199 & 27.67861111 & 33.4224235616888 & -5.74381245168884 \tabularnewline
200 & 19.99027778 & 25.4520453869061 & -5.46176760690613 \tabularnewline
201 & 21.46444444 & 28.9892873437578 & -7.52484290375779 \tabularnewline
202 & 13.69138889 & 21.7818911193051 & -8.0905022293051 \tabularnewline
203 & 37.53638889 & 31.1512332818305 & 6.38515560816952 \tabularnewline
204 & 30.12388889 & 33.1857840044598 & -3.0618951144598 \tabularnewline
205 & 24.92944444 & 24.179162824887 & 0.750281615112988 \tabularnewline
206 & 12.30444444 & 21.8218634287062 & -9.5174189887062 \tabularnewline
207 & 21.56888889 & 24.9097853702132 & -3.3408964802132 \tabularnewline
208 & 50.42444444 & 29.9973991586535 & 20.4270452813465 \tabularnewline
209 & 37.2275 & 29.1684876914191 & 8.05901230858089 \tabularnewline
210 & 34.46222222 & 27.708102793438 & 6.75411942656202 \tabularnewline
211 & 25.73055556 & 16.9621992780256 & 8.76835628197445 \tabularnewline
212 & 33.84666667 & 25.2198632131025 & 8.62680345689752 \tabularnewline
213 & 14.69861111 & 18.5332752916975 & -3.83466418169749 \tabularnewline
214 & 22.74222222 & 25.5487529544869 & -2.80653073448686 \tabularnewline
215 & 16.38361111 & 30.8441615182026 & -14.4605504082026 \tabularnewline
216 & 14.86527778 & 22.998287181247 & -8.13300940124704 \tabularnewline
217 & 16.89222222 & 22.2363015205814 & -5.34407930058143 \tabularnewline
218 & 15.65972222 & 21.9602304480825 & -6.30050822808245 \tabularnewline
219 & 18.19166667 & 18.1896479060429 & 0.00201876395710649 \tabularnewline
220 & 22.48583333 & 16.9048348205056 & 5.58099850949444 \tabularnewline
221 & 21.195 & 25.4233858111807 & -4.22838581118065 \tabularnewline
222 & 28.89194444 & 38.4346112871083 & -9.54266684710829 \tabularnewline
223 & 27.25111111 & 28.1167965631074 & -0.865685453107409 \tabularnewline
224 & 18.88583333 & 21.9632639327867 & -3.07743060278665 \tabularnewline
225 & 8.608055556 & 14.4054380574195 & -5.79738250141951 \tabularnewline
226 & 37.62722222 & 30.2660462002946 & 7.36117601970537 \tabularnewline
227 & 20.41777778 & 17.8509659948683 & 2.56681178513168 \tabularnewline
228 & 17.53416667 & 27.6796225864354 & -10.1454559164354 \tabularnewline
229 & 17.015 & 21.8595570031865 & -4.84455700318646 \tabularnewline
230 & 20.80944444 & 33.3196810227863 & -12.5102365827863 \tabularnewline
231 & 8.826111111 & 16.6601939099421 & -7.83408279894206 \tabularnewline
232 & 22.62138889 & 22.4789236544999 & 0.142465235500051 \tabularnewline
233 & 24.21833333 & 31.1937005316649 & -6.9753672016649 \tabularnewline
234 & 13.91388889 & 18.8324202814491 & -4.91853139144908 \tabularnewline
235 & 18.2625 & 32.8763322113682 & -14.6138322113682 \tabularnewline
236 & 15.73694444 & 26.9442216996415 & -11.2072772596415 \tabularnewline
237 & 43.99972222 & 26.3357434583443 & 17.6639787616557 \tabularnewline
238 & 12.90416667 & 17.1457381223873 & -4.24157145238726 \tabularnewline
239 & 20.45111111 & 19.5511660418707 & 0.899945068129341 \tabularnewline
240 & 10.66527778 & 20.0554868325922 & -9.39020905259217 \tabularnewline
241 & 25.5275 & 23.8674926062829 & 1.66000739371709 \tabularnewline
242 & 38.75722222 & 59.1981505779067 & -20.4409283579067 \tabularnewline
243 & 14.49 & 25.3818618027551 & -10.8918618027551 \tabularnewline
244 & 14.32416667 & 20.409055275244 & -6.08488860524402 \tabularnewline
245 & 19.5975 & 21.7072439690444 & -2.10974396904438 \tabularnewline
246 & 23.57111111 & 24.5650769202614 & -0.993965810261396 \tabularnewline
247 & 28.48277778 & 30.9241066547734 & -2.44132887477338 \tabularnewline
248 & 24.07722222 & 23.7941912805634 & 0.283030939436571 \tabularnewline
249 & 23.80805556 & 22.3913202083431 & 1.41673535165694 \tabularnewline
250 & 9.628333333 & 14.8263776437337 & -5.19804431073369 \tabularnewline
251 & 41.82777778 & 40.8988420054722 & 0.928935774527776 \tabularnewline
252 & 27.66972222 & 29.5688179552529 & -1.89909573525287 \tabularnewline
253 & 5.374722222 & 2.17534717430614 & 3.19937504769386 \tabularnewline
254 & 27.60361111 & 31.5739159560815 & -3.97030484608154 \tabularnewline
255 & 23.95277778 & 24.4168698299866 & -0.464092049986622 \tabularnewline
256 & 8.565833333 & 6.05506982337011 & 2.51076350962989 \tabularnewline
257 & 8.807222222 & 12.760667048474 & -3.953444826474 \tabularnewline
258 & 24.94611111 & 24.807197210844 & 0.138913899156033 \tabularnewline
259 & 17.24666667 & 21.484496170199 & -4.23782950019902 \tabularnewline
260 & 11.15305556 & 13.992617194594 & -2.83956163459399 \tabularnewline
261 & 7.676111111 & 15.4849959238257 & -7.8088848128257 \tabularnewline
262 & 21.38611111 & 21.089124615358 & 0.296986494641965 \tabularnewline
263 & 10.40555556 & 8.69250452368974 & 1.71305103631026 \tabularnewline
264 & 15.04361111 & 16.7180340134818 & -1.67442290348183 \tabularnewline
265 & 13.85055556 & 23.5627444026112 & -9.71218884261123 \tabularnewline
266 & 23.42694444 & 18.7769908982132 & 4.64995354178677 \tabularnewline
267 & 17.82638889 & 25.1732912275274 & -7.34690233752736 \tabularnewline
268 & 16.495 & 23.4096785171705 & -6.91467851717047 \tabularnewline
269 & 33.14111111 & 21.0609052295789 & 12.0802058804211 \tabularnewline
270 & 21.30611111 & 33.8023164747576 & -12.4962053647576 \tabularnewline
271 & 28.72916667 & 32.8212120682327 & -4.09204539823265 \tabularnewline
272 & 19.54 & 21.4565848163936 & -1.91658481639356 \tabularnewline
273 & 12.05833333 & 3.98972017248502 & 8.06861315751498 \tabularnewline
274 & 29.12166667 & 26.7791772169847 & 2.34248945301532 \tabularnewline
275 & 17.28194444 & 15.3093746937028 & 1.97256974629724 \tabularnewline
276 & 19.25111111 & 23.055417668483 & -3.80430655848297 \tabularnewline
277 & 14.75472222 & 17.7445912901719 & -2.98986907017185 \tabularnewline
278 & 5.49 & 3.45995300464413 & 2.03004699535587 \tabularnewline
279 & 24.07777778 & 19.6264646130325 & 4.45131316696754 \tabularnewline
280 & 23.3625 & 18.6438076078007 & 4.71869239219932 \tabularnewline
281 & 21.65138889 & 20.9699604025987 & 0.681428487401268 \tabularnewline
282 & 24.75361111 & 31.9500194265361 & -7.19640831653609 \tabularnewline
283 & 25.27916667 & 18.6792653371759 & 6.59990133282409 \tabularnewline
284 & 11.18 & 5.83911931522691 & 5.34088068477309 \tabularnewline
285 & 17.82972222 & 19.7014151658882 & -1.87169294588824 \tabularnewline
286 & 14.12694444 & 23.9421080669012 & -9.81516362690122 \tabularnewline
287 & 15.72583333 & 12.7507396079034 & 2.97509372209663 \tabularnewline
288 & 17.44222222 & 22.83760207287 & -5.39537985287003 \tabularnewline
289 & 20.14861111 & 16.3362456672823 & 3.81236544271774 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=199071&T=4

[TABLE]
[ROW][C]Multiple Linear Regression - Actuals, Interpolation, and Residuals[/C][/ROW]
[ROW][C]Time or Index[/C][C]Actuals[/C][C]InterpolationForecast[/C][C]ResidualsPrediction Error[/C][/ROW]
[ROW][C]1[/C][C]58.58527778[/C][C]52.8175514206128[/C][C]5.7677263593872[/C][/ROW]
[ROW][C]2[/C][C]33.60611111[/C][C]46.6603433895033[/C][C]-13.0542322795033[/C][/ROW]
[ROW][C]3[/C][C]49.03[/C][C]53.0187783819461[/C][C]-3.98877838194614[/C][/ROW]
[ROW][C]4[/C][C]49.81138889[/C][C]59.184821453301[/C][C]-9.37343256330099[/C][/ROW]
[ROW][C]5[/C][C]34.21805556[/C][C]30.37894078109[/C][C]3.83911477891[/C][/ROW]
[ROW][C]6[/C][C]14.65166667[/C][C]34.6588343398967[/C][C]-20.0071676698967[/C][/ROW]
[ROW][C]7[/C][C]107.0927778[/C][C]59.4570555272565[/C][C]47.6357222727435[/C][/ROW]
[ROW][C]8[/C][C]9.213888889[/C][C]19.3300795332826[/C][C]-10.1161906442826[/C][/ROW]
[ROW][C]9[/C][C]28.23472222[/C][C]24.6368716804359[/C][C]3.59785053956406[/C][/ROW]
[ROW][C]10[/C][C]41.40583333[/C][C]47.6190077074946[/C][C]-6.2131743774946[/C][/ROW]
[ROW][C]11[/C][C]45.95722222[/C][C]34.0813976022734[/C][C]11.8758246177266[/C][/ROW]
[ROW][C]12[/C][C]65.8925[/C][C]57.6309359607295[/C][C]8.26156403927047[/C][/ROW]
[ROW][C]13[/C][C]48.14611111[/C][C]63.8675524458888[/C][C]-15.7214413358888[/C][/ROW]
[ROW][C]14[/C][C]36.98083333[/C][C]43.1977318904127[/C][C]-6.21689856041271[/C][/ROW]
[ROW][C]15[/C][C]71.90916667[/C][C]55.4917639953013[/C][C]16.4174026746987[/C][/ROW]
[ROW][C]16[/C][C]50.02305556[/C][C]48.1371122186726[/C][C]1.88594334132741[/C][/ROW]
[ROW][C]17[/C][C]90.22194444[/C][C]87.0246857610817[/C][C]3.19725867891826[/C][/ROW]
[ROW][C]18[/C][C]64.15666667[/C][C]55.7686432539496[/C][C]8.38802341605038[/C][/ROW]
[ROW][C]19[/C][C]65.77361111[/C][C]67.4710798527269[/C][C]-1.69746874272688[/C][/ROW]
[ROW][C]20[/C][C]37.63138889[/C][C]41.8811266997631[/C][C]-4.24973780976306[/C][/ROW]
[ROW][C]21[/C][C]56.36805556[/C][C]58.7892734699555[/C][C]-2.42121790995551[/C][/ROW]
[ROW][C]22[/C][C]59.76305556[/C][C]55.3313169688185[/C][C]4.43173859118154[/C][/ROW]
[ROW][C]23[/C][C]95.63805556[/C][C]49.9079541497229[/C][C]45.7301014102771[/C][/ROW]
[ROW][C]24[/C][C]42.75972222[/C][C]35.4427787781604[/C][C]7.3169434418396[/C][/ROW]
[ROW][C]25[/C][C]36.92861111[/C][C]52.6949316064188[/C][C]-15.7663204964188[/C][/ROW]
[ROW][C]26[/C][C]48.53444444[/C][C]57.2795270578293[/C][C]-8.74508261782935[/C][/ROW]
[ROW][C]27[/C][C]48.44861111[/C][C]59.4870486918127[/C][C]-11.0384375818127[/C][/ROW]
[ROW][C]28[/C][C]62.65222222[/C][C]62.9377844415358[/C][C]-0.285562221535815[/C][/ROW]
[ROW][C]29[/C][C]62.12[/C][C]52.4099039127903[/C][C]9.71009608720966[/C][/ROW]
[ROW][C]30[/C][C]34.67138889[/C][C]31.210141141685[/C][C]3.46124774831499[/C][/ROW]
[ROW][C]31[/C][C]61.58277778[/C][C]46.2865525934723[/C][C]15.2962251865277[/C][/ROW]
[ROW][C]32[/C][C]58.54638889[/C][C]58.2862840611359[/C][C]0.260104828864123[/C][/ROW]
[ROW][C]33[/C][C]47.29611111[/C][C]56.3156636685525[/C][C]-9.01955255855255[/C][/ROW]
[ROW][C]34[/C][C]72.37805556[/C][C]63.0710693349355[/C][C]9.30698622506455[/C][/ROW]
[ROW][C]35[/C][C]23.57027778[/C][C]37.8245904329544[/C][C]-14.2543126529544[/C][/ROW]
[ROW][C]36[/C][C]81.78444444[/C][C]58.3714630347075[/C][C]23.4129814052925[/C][/ROW]
[ROW][C]37[/C][C]28.05861111[/C][C]20.5879029752207[/C][C]7.47070813477935[/C][/ROW]
[ROW][C]38[/C][C]59.90027778[/C][C]42.029821492982[/C][C]17.870456287018[/C][/ROW]
[ROW][C]39[/C][C]90.3075[/C][C]62.2009241632125[/C][C]28.1065758367875[/C][/ROW]
[ROW][C]40[/C][C]1.993333333[/C][C]2.54017132662263[/C][C]-0.546837993622633[/C][/ROW]
[ROW][C]41[/C][C]46.53944444[/C][C]44.1257357933947[/C][C]2.41370864660534[/C][/ROW]
[ROW][C]42[/C][C]29.55777778[/C][C]20.9031964093056[/C][C]8.65458137069444[/C][/ROW]
[ROW][C]43[/C][C]26.82222222[/C][C]33.190828351033[/C][C]-6.36860613103295[/C][/ROW]
[ROW][C]44[/C][C]73.82472222[/C][C]71.7990509576548[/C][C]2.02567126234515[/C][/ROW]
[ROW][C]45[/C][C]74.90305556[/C][C]48.3236301555017[/C][C]26.5794254044983[/C][/ROW]
[ROW][C]46[/C][C]41.42[/C][C]47.500229385368[/C][C]-6.08022938536803[/C][/ROW]
[ROW][C]47[/C][C]48.84[/C][C]46.0296829774124[/C][C]2.81031702258762[/C][/ROW]
[ROW][C]48[/C][C]42.46416667[/C][C]46.3203707363824[/C][C]-3.85620406638239[/C][/ROW]
[ROW][C]49[/C][C]31.01805556[/C][C]35.130496952398[/C][C]-4.11244139239801[/C][/ROW]
[ROW][C]50[/C][C]32.33555556[/C][C]53.5021675481637[/C][C]-21.1666119881637[/C][/ROW]
[ROW][C]51[/C][C]100.6391667[/C][C]69.4819261147819[/C][C]31.1572405852181[/C][/ROW]
[ROW][C]52[/C][C]21.88888889[/C][C]32.8225124141153[/C][C]-10.9336235241153[/C][/ROW]
[ROW][C]53[/C][C]50.87972222[/C][C]56.6995853571876[/C][C]-5.81986313718763[/C][/ROW]
[ROW][C]54[/C][C]77.2125[/C][C]72.12966226197[/C][C]5.08283773802998[/C][/ROW]
[ROW][C]55[/C][C]41.84138889[/C][C]44.9564062148529[/C][C]-3.11501732485287[/C][/ROW]
[ROW][C]56[/C][C]46.89138889[/C][C]47.0140715314252[/C][C]-0.122682641425188[/C][/ROW]
[ROW][C]57[/C][C]6.718888889[/C][C]7.93202698187471[/C][C]-1.21313809287471[/C][/ROW]
[ROW][C]58[/C][C]91.46305556[/C][C]110.746555228813[/C][C]-19.283499668813[/C][/ROW]
[ROW][C]59[/C][C]18.06361111[/C][C]20.7546754128169[/C][C]-2.69106430281695[/C][/ROW]
[ROW][C]60[/C][C]28.0825[/C][C]29.5349075048478[/C][C]-1.45240750484781[/C][/ROW]
[ROW][C]61[/C][C]60.81833333[/C][C]42.9061644481047[/C][C]17.9121688818953[/C][/ROW]
[ROW][C]62[/C][C]67.79222222[/C][C]71.2075129260499[/C][C]-3.41529070604994[/C][/ROW]
[ROW][C]63[/C][C]94.88055556[/C][C]75.2977419517187[/C][C]19.5828136082813[/C][/ROW]
[ROW][C]64[/C][C]28.77694444[/C][C]24.3382159531308[/C][C]4.43872848686924[/C][/ROW]
[ROW][C]65[/C][C]64.81333333[/C][C]71.8970215165601[/C][C]-7.08368818656011[/C][/ROW]
[ROW][C]66[/C][C]71.23944444[/C][C]67.4576423817498[/C][C]3.78180205825015[/C][/ROW]
[ROW][C]67[/C][C]57.26694444[/C][C]48.4133933139997[/C][C]8.85355112600026[/C][/ROW]
[ROW][C]68[/C][C]86.52027778[/C][C]75.9769731113978[/C][C]10.5433046686022[/C][/ROW]
[ROW][C]69[/C][C]65.5[/C][C]63.6893053684179[/C][C]1.81069463158206[/C][/ROW]
[ROW][C]70[/C][C]49.4275[/C][C]52.3687066999123[/C][C]-2.94120669991233[/C][/ROW]
[ROW][C]71[/C][C]57.54888889[/C][C]53.411574715245[/C][C]4.13731417475499[/C][/ROW]
[ROW][C]72[/C][C]54.59805556[/C][C]49.4265129471232[/C][C]5.17154261287677[/C][/ROW]
[ROW][C]73[/C][C]48.38444444[/C][C]38.6745844462392[/C][C]9.70985999376079[/C][/ROW]
[ROW][C]74[/C][C]39.79055556[/C][C]61.4932692660383[/C][C]-21.7027137060383[/C][/ROW]
[ROW][C]75[/C][C]52.09972222[/C][C]66.7364555920981[/C][C]-14.6367333720981[/C][/ROW]
[ROW][C]76[/C][C]52.13361111[/C][C]49.5675923205719[/C][C]2.56601878942812[/C][/ROW]
[ROW][C]77[/C][C]33.06[/C][C]41.031883152062[/C][C]-7.97188315206195[/C][/ROW]
[ROW][C]78[/C][C]50.60888889[/C][C]51.699450981032[/C][C]-1.09056209103197[/C][/ROW]
[ROW][C]79[/C][C]20.435[/C][C]26.3808438166794[/C][C]-5.94584381667937[/C][/ROW]
[ROW][C]80[/C][C]54.16083333[/C][C]54.8871834071349[/C][C]-0.726350077134902[/C][/ROW]
[ROW][C]81[/C][C]46.52444444[/C][C]43.7218593159881[/C][C]2.80258512401191[/C][/ROW]
[ROW][C]82[/C][C]39.93222222[/C][C]45.7424579708254[/C][C]-5.81023575082539[/C][/ROW]
[ROW][C]83[/C][C]76.53916667[/C][C]53.4235746710742[/C][C]23.1155919989258[/C][/ROW]
[ROW][C]84[/C][C]67.55527778[/C][C]53.2726772756983[/C][C]14.2826005043017[/C][/ROW]
[ROW][C]85[/C][C]50.83305556[/C][C]83.2373532025288[/C][C]-32.4042976425288[/C][/ROW]
[ROW][C]86[/C][C]37.68027778[/C][C]41.6872825686321[/C][C]-4.00700478863213[/C][/ROW]
[ROW][C]87[/C][C]42.30527778[/C][C]45.4550181761769[/C][C]-3.1497403961769[/C][/ROW]
[ROW][C]88[/C][C]33.39472222[/C][C]30.5680690870905[/C][C]2.8266531329095[/C][/ROW]
[ROW][C]89[/C][C]96.24583333[/C][C]65.9988398736333[/C][C]30.2469934563667[/C][/ROW]
[ROW][C]90[/C][C]40.49722222[/C][C]39.0611743910043[/C][C]1.43604782899573[/C][/ROW]
[ROW][C]91[/C][C]53.70527778[/C][C]57.1554687296852[/C][C]-3.45019094968524[/C][/ROW]
[ROW][C]92[/C][C]22.48694444[/C][C]19.7533908891055[/C][C]2.73355355089454[/C][/ROW]
[ROW][C]93[/C][C]34.10388889[/C][C]29.2147564469887[/C][C]4.88913244301131[/C][/ROW]
[ROW][C]94[/C][C]36.27361111[/C][C]46.6862699061665[/C][C]-10.4126587961665[/C][/ROW]
[ROW][C]95[/C][C]31.28083333[/C][C]27.1966091524108[/C][C]4.08422417758917[/C][/ROW]
[ROW][C]96[/C][C]79.57444444[/C][C]70.2832627011645[/C][C]9.29118173883549[/C][/ROW]
[ROW][C]97[/C][C]66.96277778[/C][C]62.3153453179881[/C][C]4.64743246201193[/C][/ROW]
[ROW][C]98[/C][C]41.235[/C][C]69.099034655314[/C][C]-27.864034655314[/C][/ROW]
[ROW][C]99[/C][C]56.86472222[/C][C]46.490067794543[/C][C]10.374654425457[/C][/ROW]
[ROW][C]100[/C][C]50.5775[/C][C]55.0959862267515[/C][C]-4.51848622675153[/C][/ROW]
[ROW][C]101[/C][C]38.98444444[/C][C]38.0783139337391[/C][C]0.906130506260932[/C][/ROW]
[ROW][C]102[/C][C]61.25444444[/C][C]46.0395754062084[/C][C]15.2148690337916[/C][/ROW]
[ROW][C]103[/C][C]67.51666667[/C][C]53.7769841048141[/C][C]13.7396825651859[/C][/ROW]
[ROW][C]104[/C][C]45.2125[/C][C]46.7475130439191[/C][C]-1.53501304391912[/C][/ROW]
[ROW][C]105[/C][C]50.72583333[/C][C]51.6501247933023[/C][C]-0.924291463302318[/C][/ROW]
[ROW][C]106[/C][C]64.48277778[/C][C]63.5236213553915[/C][C]0.959156424608522[/C][/ROW]
[ROW][C]107[/C][C]73.69944444[/C][C]84.4599833239601[/C][C]-10.7605388839601[/C][/ROW]
[ROW][C]108[/C][C]23.77055556[/C][C]25.7365018048876[/C][C]-1.96594624488763[/C][/ROW]
[ROW][C]109[/C][C]86.34416667[/C][C]66.2592969406563[/C][C]20.0848697293437[/C][/ROW]
[ROW][C]110[/C][C]62.51666667[/C][C]69.532342495908[/C][C]-7.01567582590803[/C][/ROW]
[ROW][C]111[/C][C]64.5325[/C][C]57.4778009943534[/C][C]7.05469900564663[/C][/ROW]
[ROW][C]112[/C][C]40.26833333[/C][C]63.4552754838057[/C][C]-23.1869421538057[/C][/ROW]
[ROW][C]113[/C][C]12.02416667[/C][C]22.6425435480775[/C][C]-10.6183768780775[/C][/ROW]
[ROW][C]114[/C][C]43.265[/C][C]34.6091858072121[/C][C]8.6558141927879[/C][/ROW]
[ROW][C]115[/C][C]45.7525[/C][C]62.6064655614527[/C][C]-16.8539655614527[/C][/ROW]
[ROW][C]116[/C][C]56.09444444[/C][C]44.4775225057586[/C][C]11.6169219342414[/C][/ROW]
[ROW][C]117[/C][C]65.40388889[/C][C]54.5530512236155[/C][C]10.8508376663845[/C][/ROW]
[ROW][C]118[/C][C]61.33361111[/C][C]37.337864933941[/C][C]23.995746176059[/C][/ROW]
[ROW][C]119[/C][C]27.62944444[/C][C]60.1139722285113[/C][C]-32.4845277885113[/C][/ROW]
[ROW][C]120[/C][C]25.73916667[/C][C]31.5335462106953[/C][C]-5.79437954069527[/C][/ROW]
[ROW][C]121[/C][C]37.03555556[/C][C]33.1489416723376[/C][C]3.88661388766235[/C][/ROW]
[ROW][C]122[/C][C]17.04472222[/C][C]28.2005337373316[/C][C]-11.1558115173316[/C][/ROW]
[ROW][C]123[/C][C]34.98055556[/C][C]34.554731182438[/C][C]0.425824377562012[/C][/ROW]
[ROW][C]124[/C][C]27.98611111[/C][C]61.7436141672963[/C][C]-33.7575030572963[/C][/ROW]
[ROW][C]125[/C][C]62.37472222[/C][C]53.4680033283636[/C][C]8.90671889163639[/C][/ROW]
[ROW][C]126[/C][C]22.86555556[/C][C]16.8531218599279[/C][C]6.01243370007213[/C][/ROW]
[ROW][C]127[/C][C]28.33611111[/C][C]28.2339099644003[/C][C]0.102201145599708[/C][/ROW]
[ROW][C]128[/C][C]28.20083333[/C][C]34.7824823059871[/C][C]-6.5816489759871[/C][/ROW]
[ROW][C]129[/C][C]67.64194444[/C][C]63.2714657589006[/C][C]4.37047868109938[/C][/ROW]
[ROW][C]130[/C][C]6.371666667[/C][C]1.45574191157139[/C][C]4.91592475542861[/C][/ROW]
[ROW][C]131[/C][C]11.54611111[/C][C]15.5606645622647[/C][C]-4.01455345226474[/C][/ROW]
[ROW][C]132[/C][C]42.35388889[/C][C]48.4709081385628[/C][C]-6.11701924856277[/C][/ROW]
[ROW][C]133[/C][C]17.1825[/C][C]16.4880684034408[/C][C]0.694431596559173[/C][/ROW]
[ROW][C]134[/C][C]27.75638889[/C][C]38.0056434965203[/C][C]-10.2492546065203[/C][/ROW]
[ROW][C]135[/C][C]36.80194444[/C][C]41.0420290050739[/C][C]-4.24008456507392[/C][/ROW]
[ROW][C]136[/C][C]88.165[/C][C]57.465665631889[/C][C]30.699334368111[/C][/ROW]
[ROW][C]137[/C][C]5.848333333[/C][C]2.19177368686591[/C][C]3.65655964613409[/C][/ROW]
[ROW][C]138[/C][C]58.23361111[/C][C]42.4033728264028[/C][C]15.8302382835972[/C][/ROW]
[ROW][C]139[/C][C]6.291111111[/C][C]19.7100021016543[/C][C]-13.4188909906543[/C][/ROW]
[ROW][C]140[/C][C]8.726111111[/C][C]10.9406911815541[/C][C]-2.21458007055406[/C][/ROW]
[ROW][C]141[/C][C]12.97166667[/C][C]20.3746469205236[/C][C]-7.4029802505236[/C][/ROW]
[ROW][C]142[/C][C]36.58277778[/C][C]39.1907725537836[/C][C]-2.60799477378365[/C][/ROW]
[ROW][C]143[/C][C]25.48194444[/C][C]22.5190732186183[/C][C]2.96287122138169[/C][/ROW]
[ROW][C]144[/C][C]67.98583333[/C][C]58.612001108015[/C][C]9.37383222198497[/C][/ROW]
[ROW][C]145[/C][C]51.25277778[/C][C]57.9324377228471[/C][C]-6.67965994284706[/C][/ROW]
[ROW][C]146[/C][C]22.18416667[/C][C]28.0191330006388[/C][C]-5.83496633063876[/C][/ROW]
[ROW][C]147[/C][C]35.67305556[/C][C]57.1720976587414[/C][C]-21.4990420987414[/C][/ROW]
[ROW][C]148[/C][C]27.1775[/C][C]41.00789098259[/C][C]-13.83039098259[/C][/ROW]
[ROW][C]149[/C][C]10.615[/C][C]13.783121142729[/C][C]-3.16812114272897[/C][/ROW]
[ROW][C]150[/C][C]41.9725[/C][C]45.3735642303975[/C][C]-3.4010642303975[/C][/ROW]
[ROW][C]151[/C][C]75.68277778[/C][C]61.1881514761231[/C][C]14.4946263038769[/C][/ROW]
[ROW][C]152[/C][C]47.915[/C][C]56.7029975143032[/C][C]-8.78799751430316[/C][/ROW]
[ROW][C]153[/C][C]30.01194444[/C][C]29.5237889277134[/C][C]0.488155512286559[/C][/ROW]
[ROW][C]154[/C][C]91.14083333[/C][C]61.776124666436[/C][C]29.364708663564[/C][/ROW]
[ROW][C]155[/C][C]69.60527778[/C][C]63.7914808791383[/C][C]5.81379690086168[/C][/ROW]
[ROW][C]156[/C][C]97.51861111[/C][C]90.7498385236611[/C][C]6.76877258633894[/C][/ROW]
[ROW][C]157[/C][C]43.89305556[/C][C]39.7016840336312[/C][C]4.19137152636881[/C][/ROW]
[ROW][C]158[/C][C]27.46277778[/C][C]15.8792333661139[/C][C]11.5835444138861[/C][/ROW]
[ROW][C]159[/C][C]23.73305556[/C][C]36.1032477030828[/C][C]-12.3701921430828[/C][/ROW]
[ROW][C]160[/C][C]63.67833333[/C][C]97.8875315066343[/C][C]-34.2091981766343[/C][/ROW]
[ROW][C]161[/C][C]97.67194444[/C][C]81.2703813535983[/C][C]16.4015630864017[/C][/ROW]
[ROW][C]162[/C][C]23.39083333[/C][C]45.8600289449223[/C][C]-22.4691956149223[/C][/ROW]
[ROW][C]163[/C][C]33.45694444[/C][C]47.8236789342346[/C][C]-14.3667344942346[/C][/ROW]
[ROW][C]164[/C][C]90.16611111[/C][C]75.3986188119133[/C][C]14.7674922980867[/C][/ROW]
[ROW][C]165[/C][C]36.40805556[/C][C]45.1268430623889[/C][C]-8.71878750238889[/C][/ROW]
[ROW][C]166[/C][C]56.74194444[/C][C]46.325626104586[/C][C]10.416318335414[/C][/ROW]
[ROW][C]167[/C][C]45.98416667[/C][C]46.0751661197689[/C][C]-0.090999449768938[/C][/ROW]
[ROW][C]168[/C][C]39.36722222[/C][C]53.8505869284474[/C][C]-14.4833647084474[/C][/ROW]
[ROW][C]169[/C][C]32.23555556[/C][C]34.117280000487[/C][C]-1.88172444048705[/C][/ROW]
[ROW][C]170[/C][C]69.4575[/C][C]45.5283319469312[/C][C]23.9291680530688[/C][/ROW]
[ROW][C]171[/C][C]83.27083333[/C][C]61.0185305874612[/C][C]22.2523027425388[/C][/ROW]
[ROW][C]172[/C][C]54.39944444[/C][C]54.5858682381582[/C][C]-0.186423798158193[/C][/ROW]
[ROW][C]173[/C][C]48.12777778[/C][C]35.2382609259549[/C][C]12.8895168540451[/C][/ROW]
[ROW][C]174[/C][C]70.69111111[/C][C]64.5550663492611[/C][C]6.13604476073892[/C][/ROW]
[ROW][C]175[/C][C]28.99694444[/C][C]59.9287394616361[/C][C]-30.9317950216361[/C][/ROW]
[ROW][C]176[/C][C]37.80111111[/C][C]19.5113605203029[/C][C]18.2897505896971[/C][/ROW]
[ROW][C]177[/C][C]55.41[/C][C]61.7313364884196[/C][C]-6.32133648841959[/C][/ROW]
[ROW][C]178[/C][C]25.69416667[/C][C]22.5983350720561[/C][C]3.09583159794394[/C][/ROW]
[ROW][C]179[/C][C]62.31388889[/C][C]69.0843495415308[/C][C]-6.77046065153076[/C][/ROW]
[ROW][C]180[/C][C]37.71694444[/C][C]20.0867345559283[/C][C]17.6302098840717[/C][/ROW]
[ROW][C]181[/C][C]20.66888889[/C][C]25.8501854936178[/C][C]-5.18129660361776[/C][/ROW]
[ROW][C]182[/C][C]22.56666667[/C][C]34.5610922589493[/C][C]-11.9944255889493[/C][/ROW]
[ROW][C]183[/C][C]4.08[/C][C]1.5759022414056[/C][C]2.5040977585944[/C][/ROW]
[ROW][C]184[/C][C]50.45361111[/C][C]48.1061325777127[/C][C]2.34747853228732[/C][/ROW]
[ROW][C]185[/C][C]75.51555556[/C][C]59.7533375436369[/C][C]15.7622180163631[/C][/ROW]
[ROW][C]186[/C][C]1.999722222[/C][C]-0.430693892423433[/C][C]2.43041611442343[/C][/ROW]
[ROW][C]187[/C][C]12.96111111[/C][C]7.68302980983924[/C][C]5.27808130016076[/C][/ROW]
[ROW][C]188[/C][C]4.874166667[/C][C]0.676245733830464[/C][C]4.19792093316954[/C][/ROW]
[ROW][C]189[/C][C]37.04666667[/C][C]24.1246149929355[/C][C]12.9220516770645[/C][/ROW]
[ROW][C]190[/C][C]26.45194444[/C][C]35.4041343926743[/C][C]-8.95218995267428[/C][/ROW]
[ROW][C]191[/C][C]42.38916667[/C][C]39.8081865753658[/C][C]2.58098009463422[/C][/ROW]
[ROW][C]192[/C][C]27.26277778[/C][C]24.8722680516479[/C][C]2.39050972835206[/C][/ROW]
[ROW][C]193[/C][C]22.11638889[/C][C]20.2445048937366[/C][C]1.87188399626339[/C][/ROW]
[ROW][C]194[/C][C]16.44277778[/C][C]29.4268087842325[/C][C]-12.9840310042325[/C][/ROW]
[ROW][C]195[/C][C]38.87277778[/C][C]35.5398558952498[/C][C]3.33292188475018[/C][/ROW]
[ROW][C]196[/C][C]32.94777778[/C][C]23.3137386254417[/C][C]9.63403915455835[/C][/ROW]
[ROW][C]197[/C][C]20.24444444[/C][C]24.0270224160835[/C][C]-3.78257797608353[/C][/ROW]
[ROW][C]198[/C][C]18.1875[/C][C]23.7007275656941[/C][C]-5.5132275656941[/C][/ROW]
[ROW][C]199[/C][C]27.67861111[/C][C]33.4224235616888[/C][C]-5.74381245168884[/C][/ROW]
[ROW][C]200[/C][C]19.99027778[/C][C]25.4520453869061[/C][C]-5.46176760690613[/C][/ROW]
[ROW][C]201[/C][C]21.46444444[/C][C]28.9892873437578[/C][C]-7.52484290375779[/C][/ROW]
[ROW][C]202[/C][C]13.69138889[/C][C]21.7818911193051[/C][C]-8.0905022293051[/C][/ROW]
[ROW][C]203[/C][C]37.53638889[/C][C]31.1512332818305[/C][C]6.38515560816952[/C][/ROW]
[ROW][C]204[/C][C]30.12388889[/C][C]33.1857840044598[/C][C]-3.0618951144598[/C][/ROW]
[ROW][C]205[/C][C]24.92944444[/C][C]24.179162824887[/C][C]0.750281615112988[/C][/ROW]
[ROW][C]206[/C][C]12.30444444[/C][C]21.8218634287062[/C][C]-9.5174189887062[/C][/ROW]
[ROW][C]207[/C][C]21.56888889[/C][C]24.9097853702132[/C][C]-3.3408964802132[/C][/ROW]
[ROW][C]208[/C][C]50.42444444[/C][C]29.9973991586535[/C][C]20.4270452813465[/C][/ROW]
[ROW][C]209[/C][C]37.2275[/C][C]29.1684876914191[/C][C]8.05901230858089[/C][/ROW]
[ROW][C]210[/C][C]34.46222222[/C][C]27.708102793438[/C][C]6.75411942656202[/C][/ROW]
[ROW][C]211[/C][C]25.73055556[/C][C]16.9621992780256[/C][C]8.76835628197445[/C][/ROW]
[ROW][C]212[/C][C]33.84666667[/C][C]25.2198632131025[/C][C]8.62680345689752[/C][/ROW]
[ROW][C]213[/C][C]14.69861111[/C][C]18.5332752916975[/C][C]-3.83466418169749[/C][/ROW]
[ROW][C]214[/C][C]22.74222222[/C][C]25.5487529544869[/C][C]-2.80653073448686[/C][/ROW]
[ROW][C]215[/C][C]16.38361111[/C][C]30.8441615182026[/C][C]-14.4605504082026[/C][/ROW]
[ROW][C]216[/C][C]14.86527778[/C][C]22.998287181247[/C][C]-8.13300940124704[/C][/ROW]
[ROW][C]217[/C][C]16.89222222[/C][C]22.2363015205814[/C][C]-5.34407930058143[/C][/ROW]
[ROW][C]218[/C][C]15.65972222[/C][C]21.9602304480825[/C][C]-6.30050822808245[/C][/ROW]
[ROW][C]219[/C][C]18.19166667[/C][C]18.1896479060429[/C][C]0.00201876395710649[/C][/ROW]
[ROW][C]220[/C][C]22.48583333[/C][C]16.9048348205056[/C][C]5.58099850949444[/C][/ROW]
[ROW][C]221[/C][C]21.195[/C][C]25.4233858111807[/C][C]-4.22838581118065[/C][/ROW]
[ROW][C]222[/C][C]28.89194444[/C][C]38.4346112871083[/C][C]-9.54266684710829[/C][/ROW]
[ROW][C]223[/C][C]27.25111111[/C][C]28.1167965631074[/C][C]-0.865685453107409[/C][/ROW]
[ROW][C]224[/C][C]18.88583333[/C][C]21.9632639327867[/C][C]-3.07743060278665[/C][/ROW]
[ROW][C]225[/C][C]8.608055556[/C][C]14.4054380574195[/C][C]-5.79738250141951[/C][/ROW]
[ROW][C]226[/C][C]37.62722222[/C][C]30.2660462002946[/C][C]7.36117601970537[/C][/ROW]
[ROW][C]227[/C][C]20.41777778[/C][C]17.8509659948683[/C][C]2.56681178513168[/C][/ROW]
[ROW][C]228[/C][C]17.53416667[/C][C]27.6796225864354[/C][C]-10.1454559164354[/C][/ROW]
[ROW][C]229[/C][C]17.015[/C][C]21.8595570031865[/C][C]-4.84455700318646[/C][/ROW]
[ROW][C]230[/C][C]20.80944444[/C][C]33.3196810227863[/C][C]-12.5102365827863[/C][/ROW]
[ROW][C]231[/C][C]8.826111111[/C][C]16.6601939099421[/C][C]-7.83408279894206[/C][/ROW]
[ROW][C]232[/C][C]22.62138889[/C][C]22.4789236544999[/C][C]0.142465235500051[/C][/ROW]
[ROW][C]233[/C][C]24.21833333[/C][C]31.1937005316649[/C][C]-6.9753672016649[/C][/ROW]
[ROW][C]234[/C][C]13.91388889[/C][C]18.8324202814491[/C][C]-4.91853139144908[/C][/ROW]
[ROW][C]235[/C][C]18.2625[/C][C]32.8763322113682[/C][C]-14.6138322113682[/C][/ROW]
[ROW][C]236[/C][C]15.73694444[/C][C]26.9442216996415[/C][C]-11.2072772596415[/C][/ROW]
[ROW][C]237[/C][C]43.99972222[/C][C]26.3357434583443[/C][C]17.6639787616557[/C][/ROW]
[ROW][C]238[/C][C]12.90416667[/C][C]17.1457381223873[/C][C]-4.24157145238726[/C][/ROW]
[ROW][C]239[/C][C]20.45111111[/C][C]19.5511660418707[/C][C]0.899945068129341[/C][/ROW]
[ROW][C]240[/C][C]10.66527778[/C][C]20.0554868325922[/C][C]-9.39020905259217[/C][/ROW]
[ROW][C]241[/C][C]25.5275[/C][C]23.8674926062829[/C][C]1.66000739371709[/C][/ROW]
[ROW][C]242[/C][C]38.75722222[/C][C]59.1981505779067[/C][C]-20.4409283579067[/C][/ROW]
[ROW][C]243[/C][C]14.49[/C][C]25.3818618027551[/C][C]-10.8918618027551[/C][/ROW]
[ROW][C]244[/C][C]14.32416667[/C][C]20.409055275244[/C][C]-6.08488860524402[/C][/ROW]
[ROW][C]245[/C][C]19.5975[/C][C]21.7072439690444[/C][C]-2.10974396904438[/C][/ROW]
[ROW][C]246[/C][C]23.57111111[/C][C]24.5650769202614[/C][C]-0.993965810261396[/C][/ROW]
[ROW][C]247[/C][C]28.48277778[/C][C]30.9241066547734[/C][C]-2.44132887477338[/C][/ROW]
[ROW][C]248[/C][C]24.07722222[/C][C]23.7941912805634[/C][C]0.283030939436571[/C][/ROW]
[ROW][C]249[/C][C]23.80805556[/C][C]22.3913202083431[/C][C]1.41673535165694[/C][/ROW]
[ROW][C]250[/C][C]9.628333333[/C][C]14.8263776437337[/C][C]-5.19804431073369[/C][/ROW]
[ROW][C]251[/C][C]41.82777778[/C][C]40.8988420054722[/C][C]0.928935774527776[/C][/ROW]
[ROW][C]252[/C][C]27.66972222[/C][C]29.5688179552529[/C][C]-1.89909573525287[/C][/ROW]
[ROW][C]253[/C][C]5.374722222[/C][C]2.17534717430614[/C][C]3.19937504769386[/C][/ROW]
[ROW][C]254[/C][C]27.60361111[/C][C]31.5739159560815[/C][C]-3.97030484608154[/C][/ROW]
[ROW][C]255[/C][C]23.95277778[/C][C]24.4168698299866[/C][C]-0.464092049986622[/C][/ROW]
[ROW][C]256[/C][C]8.565833333[/C][C]6.05506982337011[/C][C]2.51076350962989[/C][/ROW]
[ROW][C]257[/C][C]8.807222222[/C][C]12.760667048474[/C][C]-3.953444826474[/C][/ROW]
[ROW][C]258[/C][C]24.94611111[/C][C]24.807197210844[/C][C]0.138913899156033[/C][/ROW]
[ROW][C]259[/C][C]17.24666667[/C][C]21.484496170199[/C][C]-4.23782950019902[/C][/ROW]
[ROW][C]260[/C][C]11.15305556[/C][C]13.992617194594[/C][C]-2.83956163459399[/C][/ROW]
[ROW][C]261[/C][C]7.676111111[/C][C]15.4849959238257[/C][C]-7.8088848128257[/C][/ROW]
[ROW][C]262[/C][C]21.38611111[/C][C]21.089124615358[/C][C]0.296986494641965[/C][/ROW]
[ROW][C]263[/C][C]10.40555556[/C][C]8.69250452368974[/C][C]1.71305103631026[/C][/ROW]
[ROW][C]264[/C][C]15.04361111[/C][C]16.7180340134818[/C][C]-1.67442290348183[/C][/ROW]
[ROW][C]265[/C][C]13.85055556[/C][C]23.5627444026112[/C][C]-9.71218884261123[/C][/ROW]
[ROW][C]266[/C][C]23.42694444[/C][C]18.7769908982132[/C][C]4.64995354178677[/C][/ROW]
[ROW][C]267[/C][C]17.82638889[/C][C]25.1732912275274[/C][C]-7.34690233752736[/C][/ROW]
[ROW][C]268[/C][C]16.495[/C][C]23.4096785171705[/C][C]-6.91467851717047[/C][/ROW]
[ROW][C]269[/C][C]33.14111111[/C][C]21.0609052295789[/C][C]12.0802058804211[/C][/ROW]
[ROW][C]270[/C][C]21.30611111[/C][C]33.8023164747576[/C][C]-12.4962053647576[/C][/ROW]
[ROW][C]271[/C][C]28.72916667[/C][C]32.8212120682327[/C][C]-4.09204539823265[/C][/ROW]
[ROW][C]272[/C][C]19.54[/C][C]21.4565848163936[/C][C]-1.91658481639356[/C][/ROW]
[ROW][C]273[/C][C]12.05833333[/C][C]3.98972017248502[/C][C]8.06861315751498[/C][/ROW]
[ROW][C]274[/C][C]29.12166667[/C][C]26.7791772169847[/C][C]2.34248945301532[/C][/ROW]
[ROW][C]275[/C][C]17.28194444[/C][C]15.3093746937028[/C][C]1.97256974629724[/C][/ROW]
[ROW][C]276[/C][C]19.25111111[/C][C]23.055417668483[/C][C]-3.80430655848297[/C][/ROW]
[ROW][C]277[/C][C]14.75472222[/C][C]17.7445912901719[/C][C]-2.98986907017185[/C][/ROW]
[ROW][C]278[/C][C]5.49[/C][C]3.45995300464413[/C][C]2.03004699535587[/C][/ROW]
[ROW][C]279[/C][C]24.07777778[/C][C]19.6264646130325[/C][C]4.45131316696754[/C][/ROW]
[ROW][C]280[/C][C]23.3625[/C][C]18.6438076078007[/C][C]4.71869239219932[/C][/ROW]
[ROW][C]281[/C][C]21.65138889[/C][C]20.9699604025987[/C][C]0.681428487401268[/C][/ROW]
[ROW][C]282[/C][C]24.75361111[/C][C]31.9500194265361[/C][C]-7.19640831653609[/C][/ROW]
[ROW][C]283[/C][C]25.27916667[/C][C]18.6792653371759[/C][C]6.59990133282409[/C][/ROW]
[ROW][C]284[/C][C]11.18[/C][C]5.83911931522691[/C][C]5.34088068477309[/C][/ROW]
[ROW][C]285[/C][C]17.82972222[/C][C]19.7014151658882[/C][C]-1.87169294588824[/C][/ROW]
[ROW][C]286[/C][C]14.12694444[/C][C]23.9421080669012[/C][C]-9.81516362690122[/C][/ROW]
[ROW][C]287[/C][C]15.72583333[/C][C]12.7507396079034[/C][C]2.97509372209663[/C][/ROW]
[ROW][C]288[/C][C]17.44222222[/C][C]22.83760207287[/C][C]-5.39537985287003[/C][/ROW]
[ROW][C]289[/C][C]20.14861111[/C][C]16.3362456672823[/C][C]3.81236544271774[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=199071&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=199071&T=4

As an alternative you can also use a QR Code:

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

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	InterpolationForecast	ResidualsPrediction Error
1	58.58527778	52.8175514206128	5.7677263593872
2	33.60611111	46.6603433895033	-13.0542322795033
3	49.03	53.0187783819461	-3.98877838194614
4	49.81138889	59.184821453301	-9.37343256330099
5	34.21805556	30.37894078109	3.83911477891
6	14.65166667	34.6588343398967	-20.0071676698967
7	107.0927778	59.4570555272565	47.6357222727435
8	9.213888889	19.3300795332826	-10.1161906442826
9	28.23472222	24.6368716804359	3.59785053956406
10	41.40583333	47.6190077074946	-6.2131743774946
11	45.95722222	34.0813976022734	11.8758246177266
12	65.8925	57.6309359607295	8.26156403927047
13	48.14611111	63.8675524458888	-15.7214413358888
14	36.98083333	43.1977318904127	-6.21689856041271
15	71.90916667	55.4917639953013	16.4174026746987
16	50.02305556	48.1371122186726	1.88594334132741
17	90.22194444	87.0246857610817	3.19725867891826
18	64.15666667	55.7686432539496	8.38802341605038
19	65.77361111	67.4710798527269	-1.69746874272688
20	37.63138889	41.8811266997631	-4.24973780976306
21	56.36805556	58.7892734699555	-2.42121790995551
22	59.76305556	55.3313169688185	4.43173859118154
23	95.63805556	49.9079541497229	45.7301014102771
24	42.75972222	35.4427787781604	7.3169434418396
25	36.92861111	52.6949316064188	-15.7663204964188
26	48.53444444	57.2795270578293	-8.74508261782935
27	48.44861111	59.4870486918127	-11.0384375818127
28	62.65222222	62.9377844415358	-0.285562221535815
29	62.12	52.4099039127903	9.71009608720966
30	34.67138889	31.210141141685	3.46124774831499
31	61.58277778	46.2865525934723	15.2962251865277
32	58.54638889	58.2862840611359	0.260104828864123
33	47.29611111	56.3156636685525	-9.01955255855255
34	72.37805556	63.0710693349355	9.30698622506455
35	23.57027778	37.8245904329544	-14.2543126529544
36	81.78444444	58.3714630347075	23.4129814052925
37	28.05861111	20.5879029752207	7.47070813477935
38	59.90027778	42.029821492982	17.870456287018
39	90.3075	62.2009241632125	28.1065758367875
40	1.993333333	2.54017132662263	-0.546837993622633
41	46.53944444	44.1257357933947	2.41370864660534
42	29.55777778	20.9031964093056	8.65458137069444
43	26.82222222	33.190828351033	-6.36860613103295
44	73.82472222	71.7990509576548	2.02567126234515
45	74.90305556	48.3236301555017	26.5794254044983
46	41.42	47.500229385368	-6.08022938536803
47	48.84	46.0296829774124	2.81031702258762
48	42.46416667	46.3203707363824	-3.85620406638239
49	31.01805556	35.130496952398	-4.11244139239801
50	32.33555556	53.5021675481637	-21.1666119881637
51	100.6391667	69.4819261147819	31.1572405852181
52	21.88888889	32.8225124141153	-10.9336235241153
53	50.87972222	56.6995853571876	-5.81986313718763
54	77.2125	72.12966226197	5.08283773802998
55	41.84138889	44.9564062148529	-3.11501732485287
56	46.89138889	47.0140715314252	-0.122682641425188
57	6.718888889	7.93202698187471	-1.21313809287471
58	91.46305556	110.746555228813	-19.283499668813
59	18.06361111	20.7546754128169	-2.69106430281695
60	28.0825	29.5349075048478	-1.45240750484781
61	60.81833333	42.9061644481047	17.9121688818953
62	67.79222222	71.2075129260499	-3.41529070604994
63	94.88055556	75.2977419517187	19.5828136082813
64	28.77694444	24.3382159531308	4.43872848686924
65	64.81333333	71.8970215165601	-7.08368818656011
66	71.23944444	67.4576423817498	3.78180205825015
67	57.26694444	48.4133933139997	8.85355112600026
68	86.52027778	75.9769731113978	10.5433046686022
69	65.5	63.6893053684179	1.81069463158206
70	49.4275	52.3687066999123	-2.94120669991233
71	57.54888889	53.411574715245	4.13731417475499
72	54.59805556	49.4265129471232	5.17154261287677
73	48.38444444	38.6745844462392	9.70985999376079
74	39.79055556	61.4932692660383	-21.7027137060383
75	52.09972222	66.7364555920981	-14.6367333720981
76	52.13361111	49.5675923205719	2.56601878942812
77	33.06	41.031883152062	-7.97188315206195
78	50.60888889	51.699450981032	-1.09056209103197
79	20.435	26.3808438166794	-5.94584381667937
80	54.16083333	54.8871834071349	-0.726350077134902
81	46.52444444	43.7218593159881	2.80258512401191
82	39.93222222	45.7424579708254	-5.81023575082539
83	76.53916667	53.4235746710742	23.1155919989258
84	67.55527778	53.2726772756983	14.2826005043017
85	50.83305556	83.2373532025288	-32.4042976425288
86	37.68027778	41.6872825686321	-4.00700478863213
87	42.30527778	45.4550181761769	-3.1497403961769
88	33.39472222	30.5680690870905	2.8266531329095
89	96.24583333	65.9988398736333	30.2469934563667
90	40.49722222	39.0611743910043	1.43604782899573
91	53.70527778	57.1554687296852	-3.45019094968524
92	22.48694444	19.7533908891055	2.73355355089454
93	34.10388889	29.2147564469887	4.88913244301131
94	36.27361111	46.6862699061665	-10.4126587961665
95	31.28083333	27.1966091524108	4.08422417758917
96	79.57444444	70.2832627011645	9.29118173883549
97	66.96277778	62.3153453179881	4.64743246201193
98	41.235	69.099034655314	-27.864034655314
99	56.86472222	46.490067794543	10.374654425457
100	50.5775	55.0959862267515	-4.51848622675153
101	38.98444444	38.0783139337391	0.906130506260932
102	61.25444444	46.0395754062084	15.2148690337916
103	67.51666667	53.7769841048141	13.7396825651859
104	45.2125	46.7475130439191	-1.53501304391912
105	50.72583333	51.6501247933023	-0.924291463302318
106	64.48277778	63.5236213553915	0.959156424608522
107	73.69944444	84.4599833239601	-10.7605388839601
108	23.77055556	25.7365018048876	-1.96594624488763
109	86.34416667	66.2592969406563	20.0848697293437
110	62.51666667	69.532342495908	-7.01567582590803
111	64.5325	57.4778009943534	7.05469900564663
112	40.26833333	63.4552754838057	-23.1869421538057
113	12.02416667	22.6425435480775	-10.6183768780775
114	43.265	34.6091858072121	8.6558141927879
115	45.7525	62.6064655614527	-16.8539655614527
116	56.09444444	44.4775225057586	11.6169219342414
117	65.40388889	54.5530512236155	10.8508376663845
118	61.33361111	37.337864933941	23.995746176059
119	27.62944444	60.1139722285113	-32.4845277885113
120	25.73916667	31.5335462106953	-5.79437954069527
121	37.03555556	33.1489416723376	3.88661388766235
122	17.04472222	28.2005337373316	-11.1558115173316
123	34.98055556	34.554731182438	0.425824377562012
124	27.98611111	61.7436141672963	-33.7575030572963
125	62.37472222	53.4680033283636	8.90671889163639
126	22.86555556	16.8531218599279	6.01243370007213
127	28.33611111	28.2339099644003	0.102201145599708
128	28.20083333	34.7824823059871	-6.5816489759871
129	67.64194444	63.2714657589006	4.37047868109938
130	6.371666667	1.45574191157139	4.91592475542861
131	11.54611111	15.5606645622647	-4.01455345226474
132	42.35388889	48.4709081385628	-6.11701924856277
133	17.1825	16.4880684034408	0.694431596559173
134	27.75638889	38.0056434965203	-10.2492546065203
135	36.80194444	41.0420290050739	-4.24008456507392
136	88.165	57.465665631889	30.699334368111
137	5.848333333	2.19177368686591	3.65655964613409
138	58.23361111	42.4033728264028	15.8302382835972
139	6.291111111	19.7100021016543	-13.4188909906543
140	8.726111111	10.9406911815541	-2.21458007055406
141	12.97166667	20.3746469205236	-7.4029802505236
142	36.58277778	39.1907725537836	-2.60799477378365
143	25.48194444	22.5190732186183	2.96287122138169
144	67.98583333	58.612001108015	9.37383222198497
145	51.25277778	57.9324377228471	-6.67965994284706
146	22.18416667	28.0191330006388	-5.83496633063876
147	35.67305556	57.1720976587414	-21.4990420987414
148	27.1775	41.00789098259	-13.83039098259
149	10.615	13.783121142729	-3.16812114272897
150	41.9725	45.3735642303975	-3.4010642303975
151	75.68277778	61.1881514761231	14.4946263038769
152	47.915	56.7029975143032	-8.78799751430316
153	30.01194444	29.5237889277134	0.488155512286559
154	91.14083333	61.776124666436	29.364708663564
155	69.60527778	63.7914808791383	5.81379690086168
156	97.51861111	90.7498385236611	6.76877258633894
157	43.89305556	39.7016840336312	4.19137152636881
158	27.46277778	15.8792333661139	11.5835444138861
159	23.73305556	36.1032477030828	-12.3701921430828
160	63.67833333	97.8875315066343	-34.2091981766343
161	97.67194444	81.2703813535983	16.4015630864017
162	23.39083333	45.8600289449223	-22.4691956149223
163	33.45694444	47.8236789342346	-14.3667344942346
164	90.16611111	75.3986188119133	14.7674922980867
165	36.40805556	45.1268430623889	-8.71878750238889
166	56.74194444	46.325626104586	10.416318335414
167	45.98416667	46.0751661197689	-0.090999449768938
168	39.36722222	53.8505869284474	-14.4833647084474
169	32.23555556	34.117280000487	-1.88172444048705
170	69.4575	45.5283319469312	23.9291680530688
171	83.27083333	61.0185305874612	22.2523027425388
172	54.39944444	54.5858682381582	-0.186423798158193
173	48.12777778	35.2382609259549	12.8895168540451
174	70.69111111	64.5550663492611	6.13604476073892
175	28.99694444	59.9287394616361	-30.9317950216361
176	37.80111111	19.5113605203029	18.2897505896971
177	55.41	61.7313364884196	-6.32133648841959
178	25.69416667	22.5983350720561	3.09583159794394
179	62.31388889	69.0843495415308	-6.77046065153076
180	37.71694444	20.0867345559283	17.6302098840717
181	20.66888889	25.8501854936178	-5.18129660361776
182	22.56666667	34.5610922589493	-11.9944255889493
183	4.08	1.5759022414056	2.5040977585944
184	50.45361111	48.1061325777127	2.34747853228732
185	75.51555556	59.7533375436369	15.7622180163631
186	1.999722222	-0.430693892423433	2.43041611442343
187	12.96111111	7.68302980983924	5.27808130016076
188	4.874166667	0.676245733830464	4.19792093316954
189	37.04666667	24.1246149929355	12.9220516770645
190	26.45194444	35.4041343926743	-8.95218995267428
191	42.38916667	39.8081865753658	2.58098009463422
192	27.26277778	24.8722680516479	2.39050972835206
193	22.11638889	20.2445048937366	1.87188399626339
194	16.44277778	29.4268087842325	-12.9840310042325
195	38.87277778	35.5398558952498	3.33292188475018
196	32.94777778	23.3137386254417	9.63403915455835
197	20.24444444	24.0270224160835	-3.78257797608353
198	18.1875	23.7007275656941	-5.5132275656941
199	27.67861111	33.4224235616888	-5.74381245168884
200	19.99027778	25.4520453869061	-5.46176760690613
201	21.46444444	28.9892873437578	-7.52484290375779
202	13.69138889	21.7818911193051	-8.0905022293051
203	37.53638889	31.1512332818305	6.38515560816952
204	30.12388889	33.1857840044598	-3.0618951144598
205	24.92944444	24.179162824887	0.750281615112988
206	12.30444444	21.8218634287062	-9.5174189887062
207	21.56888889	24.9097853702132	-3.3408964802132
208	50.42444444	29.9973991586535	20.4270452813465
209	37.2275	29.1684876914191	8.05901230858089
210	34.46222222	27.708102793438	6.75411942656202
211	25.73055556	16.9621992780256	8.76835628197445
212	33.84666667	25.2198632131025	8.62680345689752
213	14.69861111	18.5332752916975	-3.83466418169749
214	22.74222222	25.5487529544869	-2.80653073448686
215	16.38361111	30.8441615182026	-14.4605504082026
216	14.86527778	22.998287181247	-8.13300940124704
217	16.89222222	22.2363015205814	-5.34407930058143
218	15.65972222	21.9602304480825	-6.30050822808245
219	18.19166667	18.1896479060429	0.00201876395710649
220	22.48583333	16.9048348205056	5.58099850949444
221	21.195	25.4233858111807	-4.22838581118065
222	28.89194444	38.4346112871083	-9.54266684710829
223	27.25111111	28.1167965631074	-0.865685453107409
224	18.88583333	21.9632639327867	-3.07743060278665
225	8.608055556	14.4054380574195	-5.79738250141951
226	37.62722222	30.2660462002946	7.36117601970537
227	20.41777778	17.8509659948683	2.56681178513168
228	17.53416667	27.6796225864354	-10.1454559164354
229	17.015	21.8595570031865	-4.84455700318646
230	20.80944444	33.3196810227863	-12.5102365827863
231	8.826111111	16.6601939099421	-7.83408279894206
232	22.62138889	22.4789236544999	0.142465235500051
233	24.21833333	31.1937005316649	-6.9753672016649
234	13.91388889	18.8324202814491	-4.91853139144908
235	18.2625	32.8763322113682	-14.6138322113682
236	15.73694444	26.9442216996415	-11.2072772596415
237	43.99972222	26.3357434583443	17.6639787616557
238	12.90416667	17.1457381223873	-4.24157145238726
239	20.45111111	19.5511660418707	0.899945068129341
240	10.66527778	20.0554868325922	-9.39020905259217
241	25.5275	23.8674926062829	1.66000739371709
242	38.75722222	59.1981505779067	-20.4409283579067
243	14.49	25.3818618027551	-10.8918618027551
244	14.32416667	20.409055275244	-6.08488860524402
245	19.5975	21.7072439690444	-2.10974396904438
246	23.57111111	24.5650769202614	-0.993965810261396
247	28.48277778	30.9241066547734	-2.44132887477338
248	24.07722222	23.7941912805634	0.283030939436571
249	23.80805556	22.3913202083431	1.41673535165694
250	9.628333333	14.8263776437337	-5.19804431073369
251	41.82777778	40.8988420054722	0.928935774527776
252	27.66972222	29.5688179552529	-1.89909573525287
253	5.374722222	2.17534717430614	3.19937504769386
254	27.60361111	31.5739159560815	-3.97030484608154
255	23.95277778	24.4168698299866	-0.464092049986622
256	8.565833333	6.05506982337011	2.51076350962989
257	8.807222222	12.760667048474	-3.953444826474
258	24.94611111	24.807197210844	0.138913899156033
259	17.24666667	21.484496170199	-4.23782950019902
260	11.15305556	13.992617194594	-2.83956163459399
261	7.676111111	15.4849959238257	-7.8088848128257
262	21.38611111	21.089124615358	0.296986494641965
263	10.40555556	8.69250452368974	1.71305103631026
264	15.04361111	16.7180340134818	-1.67442290348183
265	13.85055556	23.5627444026112	-9.71218884261123
266	23.42694444	18.7769908982132	4.64995354178677
267	17.82638889	25.1732912275274	-7.34690233752736
268	16.495	23.4096785171705	-6.91467851717047
269	33.14111111	21.0609052295789	12.0802058804211
270	21.30611111	33.8023164747576	-12.4962053647576
271	28.72916667	32.8212120682327	-4.09204539823265
272	19.54	21.4565848163936	-1.91658481639356
273	12.05833333	3.98972017248502	8.06861315751498
274	29.12166667	26.7791772169847	2.34248945301532
275	17.28194444	15.3093746937028	1.97256974629724
276	19.25111111	23.055417668483	-3.80430655848297
277	14.75472222	17.7445912901719	-2.98986907017185
278	5.49	3.45995300464413	2.03004699535587
279	24.07777778	19.6264646130325	4.45131316696754
280	23.3625	18.6438076078007	4.71869239219932
281	21.65138889	20.9699604025987	0.681428487401268
282	24.75361111	31.9500194265361	-7.19640831653609
283	25.27916667	18.6792653371759	6.59990133282409
284	11.18	5.83911931522691	5.34088068477309
285	17.82972222	19.7014151658882	-1.87169294588824
286	14.12694444	23.9421080669012	-9.81516362690122
287	15.72583333	12.7507396079034	2.97509372209663
288	17.44222222	22.83760207287	-5.39537985287003
289	20.14861111	16.3362456672823	3.81236544271774

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
7	0.989947292756753	0.0201054144864935	0.0100527072432468
8	0.97710426865456	0.0457914626908805	0.0228957313454402
9	0.962544575109399	0.0749108497812031	0.0374554248906015
10	0.954392951257167	0.0912140974856664	0.0456070487428332
11	0.97666151706227	0.0466769658754594	0.0233384829377297
12	0.965053800619924	0.0698923987601519	0.034946199380076
13	0.961847673286811	0.0763046534263772	0.0381523267131886
14	0.94061724648381	0.11876550703238	0.0593827535161899
15	0.977768483285164	0.0444630334296716	0.0222315167148358
16	0.966555599046415	0.0668888019071695	0.0334444009535847
17	0.962712995045272	0.0745740099094557	0.0372870049547278
18	0.945897281681046	0.108205436637908	0.0541027183189542
19	0.950024556654699	0.0999508866906011	0.0499754433453005
20	0.937905877551754	0.124188244896493	0.0620941224482464
21	0.915982978216696	0.168034043566608	0.084017021783304
22	0.892833849870102	0.214332300259797	0.107166150129899
23	0.997465809922805	0.00506838015439102	0.00253419007719551
24	0.996584980101779	0.0068300397964412	0.0034150198982206
25	0.996078052258794	0.00784389548241197	0.00392194774120599
26	0.995926673561245	0.0081466528775107	0.00407332643875535
27	0.997017374154801	0.00596525169039753	0.00298262584519876
28	0.996020766898848	0.00795846620230446	0.00397923310115223
29	0.995139659489606	0.00972068102078774	0.00486034051039387
30	0.993268674814594	0.0134626503708111	0.00673132518540554
31	0.994670752747693	0.0106584945046132	0.00532924725230661
32	0.992325615586707	0.0153487688265862	0.00767438441329309
33	0.989809888011412	0.0203802239771756	0.0101901119885878
34	0.988812334353042	0.0223753312939165	0.0111876656469582
35	0.988445536699085	0.0231089266018302	0.0115544633009151
36	0.992909649111301	0.0141807017773978	0.00709035088869892
37	0.990575111371232	0.0188497772575353	0.00942488862876767
38	0.993862688522058	0.0122746229558831	0.00613731147794157
39	0.997537600407891	0.00492479918421807	0.00246239959210904
40	0.996647005795236	0.00670598840952809	0.00335299420476404
41	0.995278408931033	0.00944318213793453	0.00472159106896726
42	0.994003040218447	0.0119939195631062	0.0059969597815531
43	0.993703867301609	0.0125922653967823	0.00629613269839114
44	0.992488564280015	0.0150228714399696	0.0075114357199848
45	0.996927801700353	0.00614439659929355	0.00307219829964678
46	0.996018323344036	0.00796335331192738	0.00398167665596369
47	0.994744976631402	0.0105100467371963	0.00525502336859815
48	0.993437949787721	0.0131241004245582	0.00656205021227912
49	0.991322506880114	0.0173549862397727	0.00867749311988635
50	0.994769820273765	0.0104603594524707	0.00523017972623533
51	0.998040987962155	0.0039180240756898	0.0019590120378449
52	0.997723298696679	0.00455340260664295	0.00227670130332147
53	0.997042547522437	0.00591490495512633	0.00295745247756316
54	0.996128517963235	0.00774296407353081	0.00387148203676541
55	0.994784926156669	0.0104301476866617	0.00521507384333084
56	0.993135985483637	0.0137280290327252	0.00686401451636258
57	0.991023570438095	0.0179528591238097	0.00897642956190485
58	0.998043157399866	0.00391368520026795	0.00195684260013398
59	0.997372153645885	0.00525569270822902	0.00262784635411451
60	0.996504018488612	0.0069919630227765	0.00349598151138825
61	0.997165471270624	0.00566905745875229	0.00283452872937614
62	0.9965726925033	0.00685461499340002	0.00342730749670001
63	0.996936802098281	0.00612639580343767	0.00306319790171883
64	0.995988593092639	0.00802281381472113	0.00401140690736057
65	0.996224909203362	0.00755018159327564	0.00377509079663782
66	0.995070644138361	0.00985871172327725	0.00492935586163862
67	0.994145920401964	0.0117081591960722	0.00585407959803609
68	0.993267901134648	0.0134641977307038	0.0067320988653519
69	0.992358296833739	0.0152834063325229	0.00764170316626143
70	0.99012748334354	0.0197450333129192	0.00987251665645958
71	0.98753619352696	0.0249276129460808	0.0124638064730404
72	0.98449405259862	0.0310118948027596	0.0155059474013798
73	0.98267341195882	0.0346531760823603	0.0173265880411802
74	0.992241302354212	0.0155173952915766	0.00775869764578829
75	0.993034929398039	0.0139301412039215	0.00696507060196077
76	0.991094716398283	0.0178105672034342	0.00890528360171712
77	0.990442921844068	0.0191141563118632	0.0095570781559316
78	0.987779502341882	0.0244409953162353	0.0122204976581177
79	0.98530725036608	0.0293854992678409	0.0146927496339204
80	0.98148436007998	0.0370312798400407	0.0185156399200204
81	0.977034685717333	0.0459306285653347	0.0229653142826673
82	0.972937553700095	0.0541248925998098	0.0270624462999049
83	0.984146278399099	0.0317074432018025	0.0158537216009012
84	0.984718462558474	0.0305630748830512	0.0152815374415256
85	0.99791431891237	0.00417136217526043	0.00208568108763021
86	0.997345960399389	0.00530807920122274	0.00265403960061137
87	0.996588441541755	0.00682311691648959	0.0034115584582448
88	0.995580434530633	0.00883913093873303	0.00441956546936652
89	0.99902345485249	0.00195309029502018	0.000976545147510089
90	0.998693707953489	0.00261258409302256	0.00130629204651128
91	0.998308852451165	0.00338229509766912	0.00169114754883456
92	0.997774355089565	0.00445128982086919	0.0022256449104346
93	0.997169763599544	0.00566047280091128	0.00283023640045564
94	0.997024032365798	0.00595193526840466	0.00297596763420233
95	0.996198306086421	0.00760338782715881	0.00380169391357941
96	0.995821723607676	0.00835655278464766	0.00417827639232383
97	0.994870179916389	0.0102596401672209	0.00512982008361047
98	0.99840367634562	0.0031926473087593	0.00159632365437965
99	0.998285329339163	0.00342934132167447	0.00171467066083724
100	0.99781965558417	0.00436068883166104	0.00218034441583052
101	0.997156235823803	0.00568752835239312	0.00284376417619656
102	0.997605117061539	0.00478976587692168	0.00239488293846084
103	0.997841578673884	0.00431684265223233	0.00215842132611617
104	0.997183583603712	0.00563283279257555	0.00281641639628777
105	0.99634055587468	0.00731888825064101	0.0036594441253205
106	0.995296893834645	0.00940621233070984	0.00470310616535492
107	0.99483464829634	0.0103307034073195	0.00516535170365976
108	0.993538795995716	0.0129224080085687	0.00646120400428435
109	0.996102196451162	0.00779560709767665	0.00389780354883832
110	0.995319453667428	0.00936109266514328	0.00468054633257164
111	0.994646543141654	0.0107069137166914	0.00535345685834568
112	0.997488853314595	0.00502229337080968	0.00251114668540484
113	0.997474269760961	0.00505146047807761	0.0025257302390388
114	0.99710619600691	0.00578760798618058	0.00289380399309029
115	0.997777558735913	0.00444488252817473	0.00222244126408737
116	0.997793494604871	0.00441301079025901	0.0022065053951295
117	0.997766181065718	0.00446763786856431	0.00223381893428216
118	0.99904450737404	0.00191098525191977	0.000955492625959884
119	0.99987432304714	0.0002513539057195	0.00012567695285975
120	0.999844625953513	0.000310748092974026	0.000155374046487013
121	0.99979325966744	0.000413480665118993	0.000206740332559497
122	0.999800246942771	0.000399506114457716	0.000199753057228858
123	0.999728756231373	0.000542487537253454	0.000271243768626727
124	0.999980450154319	3.90996913626175e-05	1.95498456813088e-05
125	0.999976741871514	4.6516256971354e-05	2.3258128485677e-05
126	0.999969058113109	6.18837737829788e-05	3.09418868914894e-05
127	0.999956119774482	8.77604510362739e-05	4.38802255181369e-05
128	0.999945521070409	0.00010895785918149	5.44789295907449e-05
129	0.999928750835092	0.000142498329816832	7.1249164908416e-05
130	0.999903212752749	0.000193574494501613	9.67872472508063e-05
131	0.999873594440597	0.000252811118805498	0.000126405559402749
132	0.999838049589038	0.000323900821924348	0.000161950410962174
133	0.99977720425626	0.000445591487479991	0.000222795743739995
134	0.999758021982005	0.000483956035990797	0.000241978017995399
135	0.999679337858541	0.000641324282917612	0.000320662141458806
136	0.999963615787567	7.27684248664455e-05	3.63842124332228e-05
137	0.999949168359975	0.000101663280050052	5.0831640025026e-05
138	0.999962711112557	7.45777748855778e-05	3.72888874427889e-05
139	0.999969619142195	6.07617156096864e-05	3.03808578048432e-05
140	0.999957732949835	8.45341003307447e-05	4.22670501653724e-05
141	0.999948553775471	0.000102892449058636	5.14462245293178e-05
142	0.999928596251084	0.000142807497832092	7.1403748916046e-05
143	0.999902879172966	0.000194241654068455	9.71208270342276e-05
144	0.999901796861274	0.000196406277451939	9.82031387259696e-05
145	0.999874343916107	0.000251312167786499	0.00012565608389325
146	0.999838448047636	0.000323103904728906	0.000161551952364453
147	0.999925651317524	0.000148697364952469	7.43486824762345e-05
148	0.999941132200308	0.000117735599383948	5.88677996919741e-05
149	0.999919514476502	0.000160971046996342	8.04855234981712e-05
150	0.99989040306773	0.000219193864540767	0.000109596932270383
151	0.999921534096701	0.000156931806597692	7.84659032988461e-05
152	0.999905215816628	0.000189568366743875	9.47841833719376e-05
153	0.999868101360621	0.000263797278758156	0.000131898639379078
154	0.999988085655334	2.38286893310939e-05	1.1914344665547e-05
155	0.999985966830846	2.80663383084777e-05	1.40331691542389e-05
156	0.999983714113902	3.25717721967893e-05	1.62858860983947e-05
157	0.999978795697206	4.24086055877275e-05	2.12043027938638e-05
158	0.999979259401602	4.14811967968309e-05	2.07405983984155e-05
159	0.999979186021765	4.162795646919e-05	2.0813978234595e-05
160	0.999999376613811	1.24677237792068e-06	6.23386188960341e-07
161	0.999999710584716	5.78830568348741e-07	2.8941528417437e-07
162	0.999999908545412	1.82909175194722e-07	9.14545875973611e-08
163	0.999999952921561	9.4156877869494e-08	4.7078438934747e-08
164	0.999999977364909	4.52701820013063e-08	2.26350910006532e-08
165	0.999999969522558	6.09548838945915e-08	3.04774419472958e-08
166	0.999999982880102	3.42397951249118e-08	1.71198975624559e-08
167	0.99999997369334	5.26133207832621e-08	2.63066603916311e-08
168	0.999999981740485	3.65190291871178e-08	1.82595145935589e-08
169	0.999999970129066	5.9741868159259e-08	2.98709340796295e-08
170	0.999999996768431	6.46313716253445e-09	3.23156858126722e-09
171	0.999999999869458	2.61083046105703e-10	1.30541523052851e-10
172	0.999999999815734	3.6853112066327e-10	1.84265560331635e-10
173	0.999999999905854	1.88291079934777e-10	9.41455399673887e-11
174	0.999999999959444	8.11121873645904e-11	4.05560936822952e-11
175	0.999999999996756	6.48812702692127e-12	3.24406351346063e-12
176	0.999999999999485	1.02921371277105e-12	5.14606856385527e-13
177	0.999999999999047	1.90686395949526e-12	9.53431979747632e-13
178	0.999999999998383	3.23443778237327e-12	1.61721889118664e-12
179	0.999999999997187	5.6257916406294e-12	2.8128958203147e-12
180	0.999999999999554	8.9206333753562e-13	4.4603166876781e-13
181	0.999999999999326	1.3472688987479e-12	6.73634449373949e-13
182	0.999999999999443	1.11421961829928e-12	5.57109809149641e-13
183	0.99999999999889	2.21931702391832e-12	1.10965851195916e-12
184	0.999999999998642	2.71654327456893e-12	1.35827163728447e-12
185	0.999999999999985	2.97464564352586e-14	1.48732282176293e-14
186	0.999999999999972	5.56301742273967e-14	2.78150871136983e-14
187	0.999999999999943	1.13997689402517e-13	5.69988447012583e-14
188	0.999999999999884	2.31333761219699e-13	1.1566688060985e-13
189	0.999999999999967	6.64907969812419e-14	3.3245398490621e-14
190	0.999999999999937	1.25441948625051e-13	6.27209743125255e-14
191	0.999999999999944	1.11083534649145e-13	5.55417673245727e-14
192	0.999999999999905	1.89711751892502e-13	9.48558759462511e-14
193	0.999999999999803	3.93929815835686e-13	1.96964907917843e-13
194	0.999999999999772	4.56660478195857e-13	2.28330239097928e-13
195	0.999999999999804	3.92828043176806e-13	1.96414021588403e-13
196	0.999999999999847	3.06461144497853e-13	1.53230572248927e-13
197	0.999999999999684	6.32682387642161e-13	3.16341193821081e-13
198	0.999999999999394	1.21226937844012e-12	6.06134689220061e-13
199	0.999999999998798	2.40331098735305e-12	1.20165549367653e-12
200	0.999999999997752	4.49648837162165e-12	2.24824418581083e-12
201	0.999999999996461	7.07817195341889e-12	3.53908597670944e-12
202	0.999999999993941	1.21188619955959e-11	6.05943099779797e-12
203	0.999999999993937	1.21258054038191e-11	6.06290270190953e-12
204	0.99999999998785	2.43003187797372e-11	1.21501593898686e-11
205	0.999999999977784	4.44316486911215e-11	2.22158243455608e-11
206	0.999999999970934	5.8131686114655e-11	2.90658430573275e-11
207	0.999999999942739	1.1452118714772e-10	5.726059357386e-11
208	0.999999999999597	8.05494378663733e-13	4.02747189331866e-13
209	0.999999999999824	3.52450968940783e-13	1.76225484470391e-13
210	0.999999999999919	1.61143577172281e-13	8.05717885861404e-14
211	0.999999999999913	1.73737188387093e-13	8.68685941935466e-14
212	0.99999999999997	6.07806258490887e-14	3.03903129245443e-14
213	0.999999999999932	1.36801196114038e-13	6.84005980570191e-14
214	0.999999999999843	3.13373241712176e-13	1.56686620856088e-13
215	0.999999999999858	2.84156403131717e-13	1.42078201565859e-13
216	0.999999999999757	4.86995673151962e-13	2.43497836575981e-13
217	0.999999999999527	9.46635642757931e-13	4.73317821378965e-13
218	0.99999999999915	1.70060242346322e-12	8.50301211731609e-13
219	0.999999999998084	3.83298620705565e-12	1.91649310352783e-12
220	0.999999999997481	5.0372792919618e-12	2.5186396459809e-12
221	0.999999999994351	1.12985348046931e-11	5.64926740234653e-12
222	0.999999999988401	2.31984974578524e-11	1.15992487289262e-11
223	0.999999999977036	4.59285311692229e-11	2.29642655846115e-11
224	0.9999999999493	1.01400118883606e-10	5.07000594418032e-11
225	0.999999999919247	1.6150513910572e-10	8.07525695528599e-11
226	0.999999999965386	6.92272984238726e-11	3.46136492119363e-11
227	0.999999999929482	1.41035807796874e-10	7.05179038984371e-11
228	0.999999999901993	1.9601337537836e-10	9.800668768918e-11
229	0.999999999798426	4.03148347730884e-10	2.01574173865442e-10
230	0.999999999780736	4.38527600255015e-10	2.19263800127507e-10
231	0.999999999742541	5.14918123093015e-10	2.57459061546508e-10
232	0.999999999459392	1.08121613952438e-09	5.40608069762189e-10
233	0.999999998889865	2.22027005754168e-09	1.11013502877084e-09
234	0.999999998051562	3.89687678711055e-09	1.94843839355528e-09
235	0.999999998599033	2.80193493514032e-09	1.40096746757016e-09
236	0.999999998633015	2.73396940579391e-09	1.36698470289696e-09
237	0.999999999994337	1.1325603922286e-11	5.662801961143e-12
238	0.999999999989193	2.16136879129433e-11	1.08068439564716e-11
239	0.999999999973285	5.3430234715558e-11	2.6715117357779e-11
240	0.99999999998044	3.91203086211359e-11	1.95601543105679e-11
241	0.999999999962255	7.54899501238152e-11	3.77449750619076e-11
242	0.999999999966569	6.68622742295822e-11	3.34311371147911e-11
243	0.99999999998576	2.84807825535868e-11	1.42403912767934e-11
244	0.99999999997567	4.86598409952632e-11	2.43299204976316e-11
245	0.999999999933523	1.32953636473671e-10	6.64768182368355e-11
246	0.999999999835873	3.28254438481055e-10	1.64127219240527e-10
247	0.999999999572762	8.54476712811702e-10	4.27238356405851e-10
248	0.999999998951406	2.09718800270778e-09	1.04859400135389e-09
249	0.999999997723167	4.55366505294046e-09	2.27683252647023e-09
250	0.999999995952221	8.09555890678143e-09	4.04777945339071e-09
251	0.999999996383933	7.23213478997404e-09	3.61606739498702e-09
252	0.999999992056421	1.58871579569805e-08	7.94357897849026e-09
253	0.999999980836973	3.83260544833354e-08	1.91630272416677e-08
254	0.999999951498883	9.70022336371062e-08	4.85011168185531e-08
255	0.999999884381367	2.31237266847477e-07	1.15618633423739e-07
256	0.999999730049347	5.39901305919537e-07	2.69950652959768e-07
257	0.999999583832728	8.32334543603036e-07	4.16167271801518e-07
258	0.999999139881696	1.72023660847725e-06	8.60118304238625e-07
259	0.999998141496899	3.71700620109181e-06	1.85850310054591e-06
260	0.999996767936336	6.46412732857557e-06	3.23206366428778e-06
261	0.999998368919344	3.26216131149978e-06	1.63108065574989e-06
262	0.99999597612975	8.04774049989072e-06	4.02387024994536e-06
263	0.999991792071161	1.64158576778969e-05	8.20792883894847e-06
264	0.99998291323979	3.41735204205128e-05	1.70867602102564e-05
265	0.99998159897132	3.68020573605317e-05	1.84010286802658e-05
266	0.999966895483463	6.62090330734822e-05	3.31045165367411e-05
267	0.999952096737083	9.58065258338231e-05	4.79032629169115e-05
268	0.999938963759768	0.000122072480464759	6.10362402323795e-05
269	0.999994486329028	1.10273419438751e-05	5.51367097193756e-06
270	0.999994599670873	1.08006582536735e-05	5.40032912683674e-06
271	0.999988960171199	2.2079657601446e-05	1.1039828800723e-05
272	0.999965789982512	6.84200349769991e-05	3.42100174884996e-05
273	0.999897521608242	0.00020495678351563	0.000102478391757815
274	0.999717849202857	0.000564301594285376	0.000282150797142688
275	0.999180105179165	0.00163978964166954	0.000819894820834772
276	0.998212637873855	0.00357472425228979	0.0017873621261449
277	0.995656411822415	0.00868717635516954	0.00434358817758477
278	0.993128606579484	0.0137427868410323	0.00687139342051616
279	0.986732226135944	0.0265355477281113	0.0132677738640557
280	0.978079253894139	0.0438414922117222	0.0219207461058611
281	0.953441899989149	0.093116200021702	0.046558100010851
282	0.880468169257837	0.239063661484325	0.119531830742163

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
7 & 0.989947292756753 & 0.0201054144864935 & 0.0100527072432468 \tabularnewline
8 & 0.97710426865456 & 0.0457914626908805 & 0.0228957313454402 \tabularnewline
9 & 0.962544575109399 & 0.0749108497812031 & 0.0374554248906015 \tabularnewline
10 & 0.954392951257167 & 0.0912140974856664 & 0.0456070487428332 \tabularnewline
11 & 0.97666151706227 & 0.0466769658754594 & 0.0233384829377297 \tabularnewline
12 & 0.965053800619924 & 0.0698923987601519 & 0.034946199380076 \tabularnewline
13 & 0.961847673286811 & 0.0763046534263772 & 0.0381523267131886 \tabularnewline
14 & 0.94061724648381 & 0.11876550703238 & 0.0593827535161899 \tabularnewline
15 & 0.977768483285164 & 0.0444630334296716 & 0.0222315167148358 \tabularnewline
16 & 0.966555599046415 & 0.0668888019071695 & 0.0334444009535847 \tabularnewline
17 & 0.962712995045272 & 0.0745740099094557 & 0.0372870049547278 \tabularnewline
18 & 0.945897281681046 & 0.108205436637908 & 0.0541027183189542 \tabularnewline
19 & 0.950024556654699 & 0.0999508866906011 & 0.0499754433453005 \tabularnewline
20 & 0.937905877551754 & 0.124188244896493 & 0.0620941224482464 \tabularnewline
21 & 0.915982978216696 & 0.168034043566608 & 0.084017021783304 \tabularnewline
22 & 0.892833849870102 & 0.214332300259797 & 0.107166150129899 \tabularnewline
23 & 0.997465809922805 & 0.00506838015439102 & 0.00253419007719551 \tabularnewline
24 & 0.996584980101779 & 0.0068300397964412 & 0.0034150198982206 \tabularnewline
25 & 0.996078052258794 & 0.00784389548241197 & 0.00392194774120599 \tabularnewline
26 & 0.995926673561245 & 0.0081466528775107 & 0.00407332643875535 \tabularnewline
27 & 0.997017374154801 & 0.00596525169039753 & 0.00298262584519876 \tabularnewline
28 & 0.996020766898848 & 0.00795846620230446 & 0.00397923310115223 \tabularnewline
29 & 0.995139659489606 & 0.00972068102078774 & 0.00486034051039387 \tabularnewline
30 & 0.993268674814594 & 0.0134626503708111 & 0.00673132518540554 \tabularnewline
31 & 0.994670752747693 & 0.0106584945046132 & 0.00532924725230661 \tabularnewline
32 & 0.992325615586707 & 0.0153487688265862 & 0.00767438441329309 \tabularnewline
33 & 0.989809888011412 & 0.0203802239771756 & 0.0101901119885878 \tabularnewline
34 & 0.988812334353042 & 0.0223753312939165 & 0.0111876656469582 \tabularnewline
35 & 0.988445536699085 & 0.0231089266018302 & 0.0115544633009151 \tabularnewline
36 & 0.992909649111301 & 0.0141807017773978 & 0.00709035088869892 \tabularnewline
37 & 0.990575111371232 & 0.0188497772575353 & 0.00942488862876767 \tabularnewline
38 & 0.993862688522058 & 0.0122746229558831 & 0.00613731147794157 \tabularnewline
39 & 0.997537600407891 & 0.00492479918421807 & 0.00246239959210904 \tabularnewline
40 & 0.996647005795236 & 0.00670598840952809 & 0.00335299420476404 \tabularnewline
41 & 0.995278408931033 & 0.00944318213793453 & 0.00472159106896726 \tabularnewline
42 & 0.994003040218447 & 0.0119939195631062 & 0.0059969597815531 \tabularnewline
43 & 0.993703867301609 & 0.0125922653967823 & 0.00629613269839114 \tabularnewline
44 & 0.992488564280015 & 0.0150228714399696 & 0.0075114357199848 \tabularnewline
45 & 0.996927801700353 & 0.00614439659929355 & 0.00307219829964678 \tabularnewline
46 & 0.996018323344036 & 0.00796335331192738 & 0.00398167665596369 \tabularnewline
47 & 0.994744976631402 & 0.0105100467371963 & 0.00525502336859815 \tabularnewline
48 & 0.993437949787721 & 0.0131241004245582 & 0.00656205021227912 \tabularnewline
49 & 0.991322506880114 & 0.0173549862397727 & 0.00867749311988635 \tabularnewline
50 & 0.994769820273765 & 0.0104603594524707 & 0.00523017972623533 \tabularnewline
51 & 0.998040987962155 & 0.0039180240756898 & 0.0019590120378449 \tabularnewline
52 & 0.997723298696679 & 0.00455340260664295 & 0.00227670130332147 \tabularnewline
53 & 0.997042547522437 & 0.00591490495512633 & 0.00295745247756316 \tabularnewline
54 & 0.996128517963235 & 0.00774296407353081 & 0.00387148203676541 \tabularnewline
55 & 0.994784926156669 & 0.0104301476866617 & 0.00521507384333084 \tabularnewline
56 & 0.993135985483637 & 0.0137280290327252 & 0.00686401451636258 \tabularnewline
57 & 0.991023570438095 & 0.0179528591238097 & 0.00897642956190485 \tabularnewline
58 & 0.998043157399866 & 0.00391368520026795 & 0.00195684260013398 \tabularnewline
59 & 0.997372153645885 & 0.00525569270822902 & 0.00262784635411451 \tabularnewline
60 & 0.996504018488612 & 0.0069919630227765 & 0.00349598151138825 \tabularnewline
61 & 0.997165471270624 & 0.00566905745875229 & 0.00283452872937614 \tabularnewline
62 & 0.9965726925033 & 0.00685461499340002 & 0.00342730749670001 \tabularnewline
63 & 0.996936802098281 & 0.00612639580343767 & 0.00306319790171883 \tabularnewline
64 & 0.995988593092639 & 0.00802281381472113 & 0.00401140690736057 \tabularnewline
65 & 0.996224909203362 & 0.00755018159327564 & 0.00377509079663782 \tabularnewline
66 & 0.995070644138361 & 0.00985871172327725 & 0.00492935586163862 \tabularnewline
67 & 0.994145920401964 & 0.0117081591960722 & 0.00585407959803609 \tabularnewline
68 & 0.993267901134648 & 0.0134641977307038 & 0.0067320988653519 \tabularnewline
69 & 0.992358296833739 & 0.0152834063325229 & 0.00764170316626143 \tabularnewline
70 & 0.99012748334354 & 0.0197450333129192 & 0.00987251665645958 \tabularnewline
71 & 0.98753619352696 & 0.0249276129460808 & 0.0124638064730404 \tabularnewline
72 & 0.98449405259862 & 0.0310118948027596 & 0.0155059474013798 \tabularnewline
73 & 0.98267341195882 & 0.0346531760823603 & 0.0173265880411802 \tabularnewline
74 & 0.992241302354212 & 0.0155173952915766 & 0.00775869764578829 \tabularnewline
75 & 0.993034929398039 & 0.0139301412039215 & 0.00696507060196077 \tabularnewline
76 & 0.991094716398283 & 0.0178105672034342 & 0.00890528360171712 \tabularnewline
77 & 0.990442921844068 & 0.0191141563118632 & 0.0095570781559316 \tabularnewline
78 & 0.987779502341882 & 0.0244409953162353 & 0.0122204976581177 \tabularnewline
79 & 0.98530725036608 & 0.0293854992678409 & 0.0146927496339204 \tabularnewline
80 & 0.98148436007998 & 0.0370312798400407 & 0.0185156399200204 \tabularnewline
81 & 0.977034685717333 & 0.0459306285653347 & 0.0229653142826673 \tabularnewline
82 & 0.972937553700095 & 0.0541248925998098 & 0.0270624462999049 \tabularnewline
83 & 0.984146278399099 & 0.0317074432018025 & 0.0158537216009012 \tabularnewline
84 & 0.984718462558474 & 0.0305630748830512 & 0.0152815374415256 \tabularnewline
85 & 0.99791431891237 & 0.00417136217526043 & 0.00208568108763021 \tabularnewline
86 & 0.997345960399389 & 0.00530807920122274 & 0.00265403960061137 \tabularnewline
87 & 0.996588441541755 & 0.00682311691648959 & 0.0034115584582448 \tabularnewline
88 & 0.995580434530633 & 0.00883913093873303 & 0.00441956546936652 \tabularnewline
89 & 0.99902345485249 & 0.00195309029502018 & 0.000976545147510089 \tabularnewline
90 & 0.998693707953489 & 0.00261258409302256 & 0.00130629204651128 \tabularnewline
91 & 0.998308852451165 & 0.00338229509766912 & 0.00169114754883456 \tabularnewline
92 & 0.997774355089565 & 0.00445128982086919 & 0.0022256449104346 \tabularnewline
93 & 0.997169763599544 & 0.00566047280091128 & 0.00283023640045564 \tabularnewline
94 & 0.997024032365798 & 0.00595193526840466 & 0.00297596763420233 \tabularnewline
95 & 0.996198306086421 & 0.00760338782715881 & 0.00380169391357941 \tabularnewline
96 & 0.995821723607676 & 0.00835655278464766 & 0.00417827639232383 \tabularnewline
97 & 0.994870179916389 & 0.0102596401672209 & 0.00512982008361047 \tabularnewline
98 & 0.99840367634562 & 0.0031926473087593 & 0.00159632365437965 \tabularnewline
99 & 0.998285329339163 & 0.00342934132167447 & 0.00171467066083724 \tabularnewline
100 & 0.99781965558417 & 0.00436068883166104 & 0.00218034441583052 \tabularnewline
101 & 0.997156235823803 & 0.00568752835239312 & 0.00284376417619656 \tabularnewline
102 & 0.997605117061539 & 0.00478976587692168 & 0.00239488293846084 \tabularnewline
103 & 0.997841578673884 & 0.00431684265223233 & 0.00215842132611617 \tabularnewline
104 & 0.997183583603712 & 0.00563283279257555 & 0.00281641639628777 \tabularnewline
105 & 0.99634055587468 & 0.00731888825064101 & 0.0036594441253205 \tabularnewline
106 & 0.995296893834645 & 0.00940621233070984 & 0.00470310616535492 \tabularnewline
107 & 0.99483464829634 & 0.0103307034073195 & 0.00516535170365976 \tabularnewline
108 & 0.993538795995716 & 0.0129224080085687 & 0.00646120400428435 \tabularnewline
109 & 0.996102196451162 & 0.00779560709767665 & 0.00389780354883832 \tabularnewline
110 & 0.995319453667428 & 0.00936109266514328 & 0.00468054633257164 \tabularnewline
111 & 0.994646543141654 & 0.0107069137166914 & 0.00535345685834568 \tabularnewline
112 & 0.997488853314595 & 0.00502229337080968 & 0.00251114668540484 \tabularnewline
113 & 0.997474269760961 & 0.00505146047807761 & 0.0025257302390388 \tabularnewline
114 & 0.99710619600691 & 0.00578760798618058 & 0.00289380399309029 \tabularnewline
115 & 0.997777558735913 & 0.00444488252817473 & 0.00222244126408737 \tabularnewline
116 & 0.997793494604871 & 0.00441301079025901 & 0.0022065053951295 \tabularnewline
117 & 0.997766181065718 & 0.00446763786856431 & 0.00223381893428216 \tabularnewline
118 & 0.99904450737404 & 0.00191098525191977 & 0.000955492625959884 \tabularnewline
119 & 0.99987432304714 & 0.0002513539057195 & 0.00012567695285975 \tabularnewline
120 & 0.999844625953513 & 0.000310748092974026 & 0.000155374046487013 \tabularnewline
121 & 0.99979325966744 & 0.000413480665118993 & 0.000206740332559497 \tabularnewline
122 & 0.999800246942771 & 0.000399506114457716 & 0.000199753057228858 \tabularnewline
123 & 0.999728756231373 & 0.000542487537253454 & 0.000271243768626727 \tabularnewline
124 & 0.999980450154319 & 3.90996913626175e-05 & 1.95498456813088e-05 \tabularnewline
125 & 0.999976741871514 & 4.6516256971354e-05 & 2.3258128485677e-05 \tabularnewline
126 & 0.999969058113109 & 6.18837737829788e-05 & 3.09418868914894e-05 \tabularnewline
127 & 0.999956119774482 & 8.77604510362739e-05 & 4.38802255181369e-05 \tabularnewline
128 & 0.999945521070409 & 0.00010895785918149 & 5.44789295907449e-05 \tabularnewline
129 & 0.999928750835092 & 0.000142498329816832 & 7.1249164908416e-05 \tabularnewline
130 & 0.999903212752749 & 0.000193574494501613 & 9.67872472508063e-05 \tabularnewline
131 & 0.999873594440597 & 0.000252811118805498 & 0.000126405559402749 \tabularnewline
132 & 0.999838049589038 & 0.000323900821924348 & 0.000161950410962174 \tabularnewline
133 & 0.99977720425626 & 0.000445591487479991 & 0.000222795743739995 \tabularnewline
134 & 0.999758021982005 & 0.000483956035990797 & 0.000241978017995399 \tabularnewline
135 & 0.999679337858541 & 0.000641324282917612 & 0.000320662141458806 \tabularnewline
136 & 0.999963615787567 & 7.27684248664455e-05 & 3.63842124332228e-05 \tabularnewline
137 & 0.999949168359975 & 0.000101663280050052 & 5.0831640025026e-05 \tabularnewline
138 & 0.999962711112557 & 7.45777748855778e-05 & 3.72888874427889e-05 \tabularnewline
139 & 0.999969619142195 & 6.07617156096864e-05 & 3.03808578048432e-05 \tabularnewline
140 & 0.999957732949835 & 8.45341003307447e-05 & 4.22670501653724e-05 \tabularnewline
141 & 0.999948553775471 & 0.000102892449058636 & 5.14462245293178e-05 \tabularnewline
142 & 0.999928596251084 & 0.000142807497832092 & 7.1403748916046e-05 \tabularnewline
143 & 0.999902879172966 & 0.000194241654068455 & 9.71208270342276e-05 \tabularnewline
144 & 0.999901796861274 & 0.000196406277451939 & 9.82031387259696e-05 \tabularnewline
145 & 0.999874343916107 & 0.000251312167786499 & 0.00012565608389325 \tabularnewline
146 & 0.999838448047636 & 0.000323103904728906 & 0.000161551952364453 \tabularnewline
147 & 0.999925651317524 & 0.000148697364952469 & 7.43486824762345e-05 \tabularnewline
148 & 0.999941132200308 & 0.000117735599383948 & 5.88677996919741e-05 \tabularnewline
149 & 0.999919514476502 & 0.000160971046996342 & 8.04855234981712e-05 \tabularnewline
150 & 0.99989040306773 & 0.000219193864540767 & 0.000109596932270383 \tabularnewline
151 & 0.999921534096701 & 0.000156931806597692 & 7.84659032988461e-05 \tabularnewline
152 & 0.999905215816628 & 0.000189568366743875 & 9.47841833719376e-05 \tabularnewline
153 & 0.999868101360621 & 0.000263797278758156 & 0.000131898639379078 \tabularnewline
154 & 0.999988085655334 & 2.38286893310939e-05 & 1.1914344665547e-05 \tabularnewline
155 & 0.999985966830846 & 2.80663383084777e-05 & 1.40331691542389e-05 \tabularnewline
156 & 0.999983714113902 & 3.25717721967893e-05 & 1.62858860983947e-05 \tabularnewline
157 & 0.999978795697206 & 4.24086055877275e-05 & 2.12043027938638e-05 \tabularnewline
158 & 0.999979259401602 & 4.14811967968309e-05 & 2.07405983984155e-05 \tabularnewline
159 & 0.999979186021765 & 4.162795646919e-05 & 2.0813978234595e-05 \tabularnewline
160 & 0.999999376613811 & 1.24677237792068e-06 & 6.23386188960341e-07 \tabularnewline
161 & 0.999999710584716 & 5.78830568348741e-07 & 2.8941528417437e-07 \tabularnewline
162 & 0.999999908545412 & 1.82909175194722e-07 & 9.14545875973611e-08 \tabularnewline
163 & 0.999999952921561 & 9.4156877869494e-08 & 4.7078438934747e-08 \tabularnewline
164 & 0.999999977364909 & 4.52701820013063e-08 & 2.26350910006532e-08 \tabularnewline
165 & 0.999999969522558 & 6.09548838945915e-08 & 3.04774419472958e-08 \tabularnewline
166 & 0.999999982880102 & 3.42397951249118e-08 & 1.71198975624559e-08 \tabularnewline
167 & 0.99999997369334 & 5.26133207832621e-08 & 2.63066603916311e-08 \tabularnewline
168 & 0.999999981740485 & 3.65190291871178e-08 & 1.82595145935589e-08 \tabularnewline
169 & 0.999999970129066 & 5.9741868159259e-08 & 2.98709340796295e-08 \tabularnewline
170 & 0.999999996768431 & 6.46313716253445e-09 & 3.23156858126722e-09 \tabularnewline
171 & 0.999999999869458 & 2.61083046105703e-10 & 1.30541523052851e-10 \tabularnewline
172 & 0.999999999815734 & 3.6853112066327e-10 & 1.84265560331635e-10 \tabularnewline
173 & 0.999999999905854 & 1.88291079934777e-10 & 9.41455399673887e-11 \tabularnewline
174 & 0.999999999959444 & 8.11121873645904e-11 & 4.05560936822952e-11 \tabularnewline
175 & 0.999999999996756 & 6.48812702692127e-12 & 3.24406351346063e-12 \tabularnewline
176 & 0.999999999999485 & 1.02921371277105e-12 & 5.14606856385527e-13 \tabularnewline
177 & 0.999999999999047 & 1.90686395949526e-12 & 9.53431979747632e-13 \tabularnewline
178 & 0.999999999998383 & 3.23443778237327e-12 & 1.61721889118664e-12 \tabularnewline
179 & 0.999999999997187 & 5.6257916406294e-12 & 2.8128958203147e-12 \tabularnewline
180 & 0.999999999999554 & 8.9206333753562e-13 & 4.4603166876781e-13 \tabularnewline
181 & 0.999999999999326 & 1.3472688987479e-12 & 6.73634449373949e-13 \tabularnewline
182 & 0.999999999999443 & 1.11421961829928e-12 & 5.57109809149641e-13 \tabularnewline
183 & 0.99999999999889 & 2.21931702391832e-12 & 1.10965851195916e-12 \tabularnewline
184 & 0.999999999998642 & 2.71654327456893e-12 & 1.35827163728447e-12 \tabularnewline
185 & 0.999999999999985 & 2.97464564352586e-14 & 1.48732282176293e-14 \tabularnewline
186 & 0.999999999999972 & 5.56301742273967e-14 & 2.78150871136983e-14 \tabularnewline
187 & 0.999999999999943 & 1.13997689402517e-13 & 5.69988447012583e-14 \tabularnewline
188 & 0.999999999999884 & 2.31333761219699e-13 & 1.1566688060985e-13 \tabularnewline
189 & 0.999999999999967 & 6.64907969812419e-14 & 3.3245398490621e-14 \tabularnewline
190 & 0.999999999999937 & 1.25441948625051e-13 & 6.27209743125255e-14 \tabularnewline
191 & 0.999999999999944 & 1.11083534649145e-13 & 5.55417673245727e-14 \tabularnewline
192 & 0.999999999999905 & 1.89711751892502e-13 & 9.48558759462511e-14 \tabularnewline
193 & 0.999999999999803 & 3.93929815835686e-13 & 1.96964907917843e-13 \tabularnewline
194 & 0.999999999999772 & 4.56660478195857e-13 & 2.28330239097928e-13 \tabularnewline
195 & 0.999999999999804 & 3.92828043176806e-13 & 1.96414021588403e-13 \tabularnewline
196 & 0.999999999999847 & 3.06461144497853e-13 & 1.53230572248927e-13 \tabularnewline
197 & 0.999999999999684 & 6.32682387642161e-13 & 3.16341193821081e-13 \tabularnewline
198 & 0.999999999999394 & 1.21226937844012e-12 & 6.06134689220061e-13 \tabularnewline
199 & 0.999999999998798 & 2.40331098735305e-12 & 1.20165549367653e-12 \tabularnewline
200 & 0.999999999997752 & 4.49648837162165e-12 & 2.24824418581083e-12 \tabularnewline
201 & 0.999999999996461 & 7.07817195341889e-12 & 3.53908597670944e-12 \tabularnewline
202 & 0.999999999993941 & 1.21188619955959e-11 & 6.05943099779797e-12 \tabularnewline
203 & 0.999999999993937 & 1.21258054038191e-11 & 6.06290270190953e-12 \tabularnewline
204 & 0.99999999998785 & 2.43003187797372e-11 & 1.21501593898686e-11 \tabularnewline
205 & 0.999999999977784 & 4.44316486911215e-11 & 2.22158243455608e-11 \tabularnewline
206 & 0.999999999970934 & 5.8131686114655e-11 & 2.90658430573275e-11 \tabularnewline
207 & 0.999999999942739 & 1.1452118714772e-10 & 5.726059357386e-11 \tabularnewline
208 & 0.999999999999597 & 8.05494378663733e-13 & 4.02747189331866e-13 \tabularnewline
209 & 0.999999999999824 & 3.52450968940783e-13 & 1.76225484470391e-13 \tabularnewline
210 & 0.999999999999919 & 1.61143577172281e-13 & 8.05717885861404e-14 \tabularnewline
211 & 0.999999999999913 & 1.73737188387093e-13 & 8.68685941935466e-14 \tabularnewline
212 & 0.99999999999997 & 6.07806258490887e-14 & 3.03903129245443e-14 \tabularnewline
213 & 0.999999999999932 & 1.36801196114038e-13 & 6.84005980570191e-14 \tabularnewline
214 & 0.999999999999843 & 3.13373241712176e-13 & 1.56686620856088e-13 \tabularnewline
215 & 0.999999999999858 & 2.84156403131717e-13 & 1.42078201565859e-13 \tabularnewline
216 & 0.999999999999757 & 4.86995673151962e-13 & 2.43497836575981e-13 \tabularnewline
217 & 0.999999999999527 & 9.46635642757931e-13 & 4.73317821378965e-13 \tabularnewline
218 & 0.99999999999915 & 1.70060242346322e-12 & 8.50301211731609e-13 \tabularnewline
219 & 0.999999999998084 & 3.83298620705565e-12 & 1.91649310352783e-12 \tabularnewline
220 & 0.999999999997481 & 5.0372792919618e-12 & 2.5186396459809e-12 \tabularnewline
221 & 0.999999999994351 & 1.12985348046931e-11 & 5.64926740234653e-12 \tabularnewline
222 & 0.999999999988401 & 2.31984974578524e-11 & 1.15992487289262e-11 \tabularnewline
223 & 0.999999999977036 & 4.59285311692229e-11 & 2.29642655846115e-11 \tabularnewline
224 & 0.9999999999493 & 1.01400118883606e-10 & 5.07000594418032e-11 \tabularnewline
225 & 0.999999999919247 & 1.6150513910572e-10 & 8.07525695528599e-11 \tabularnewline
226 & 0.999999999965386 & 6.92272984238726e-11 & 3.46136492119363e-11 \tabularnewline
227 & 0.999999999929482 & 1.41035807796874e-10 & 7.05179038984371e-11 \tabularnewline
228 & 0.999999999901993 & 1.9601337537836e-10 & 9.800668768918e-11 \tabularnewline
229 & 0.999999999798426 & 4.03148347730884e-10 & 2.01574173865442e-10 \tabularnewline
230 & 0.999999999780736 & 4.38527600255015e-10 & 2.19263800127507e-10 \tabularnewline
231 & 0.999999999742541 & 5.14918123093015e-10 & 2.57459061546508e-10 \tabularnewline
232 & 0.999999999459392 & 1.08121613952438e-09 & 5.40608069762189e-10 \tabularnewline
233 & 0.999999998889865 & 2.22027005754168e-09 & 1.11013502877084e-09 \tabularnewline
234 & 0.999999998051562 & 3.89687678711055e-09 & 1.94843839355528e-09 \tabularnewline
235 & 0.999999998599033 & 2.80193493514032e-09 & 1.40096746757016e-09 \tabularnewline
236 & 0.999999998633015 & 2.73396940579391e-09 & 1.36698470289696e-09 \tabularnewline
237 & 0.999999999994337 & 1.1325603922286e-11 & 5.662801961143e-12 \tabularnewline
238 & 0.999999999989193 & 2.16136879129433e-11 & 1.08068439564716e-11 \tabularnewline
239 & 0.999999999973285 & 5.3430234715558e-11 & 2.6715117357779e-11 \tabularnewline
240 & 0.99999999998044 & 3.91203086211359e-11 & 1.95601543105679e-11 \tabularnewline
241 & 0.999999999962255 & 7.54899501238152e-11 & 3.77449750619076e-11 \tabularnewline
242 & 0.999999999966569 & 6.68622742295822e-11 & 3.34311371147911e-11 \tabularnewline
243 & 0.99999999998576 & 2.84807825535868e-11 & 1.42403912767934e-11 \tabularnewline
244 & 0.99999999997567 & 4.86598409952632e-11 & 2.43299204976316e-11 \tabularnewline
245 & 0.999999999933523 & 1.32953636473671e-10 & 6.64768182368355e-11 \tabularnewline
246 & 0.999999999835873 & 3.28254438481055e-10 & 1.64127219240527e-10 \tabularnewline
247 & 0.999999999572762 & 8.54476712811702e-10 & 4.27238356405851e-10 \tabularnewline
248 & 0.999999998951406 & 2.09718800270778e-09 & 1.04859400135389e-09 \tabularnewline
249 & 0.999999997723167 & 4.55366505294046e-09 & 2.27683252647023e-09 \tabularnewline
250 & 0.999999995952221 & 8.09555890678143e-09 & 4.04777945339071e-09 \tabularnewline
251 & 0.999999996383933 & 7.23213478997404e-09 & 3.61606739498702e-09 \tabularnewline
252 & 0.999999992056421 & 1.58871579569805e-08 & 7.94357897849026e-09 \tabularnewline
253 & 0.999999980836973 & 3.83260544833354e-08 & 1.91630272416677e-08 \tabularnewline
254 & 0.999999951498883 & 9.70022336371062e-08 & 4.85011168185531e-08 \tabularnewline
255 & 0.999999884381367 & 2.31237266847477e-07 & 1.15618633423739e-07 \tabularnewline
256 & 0.999999730049347 & 5.39901305919537e-07 & 2.69950652959768e-07 \tabularnewline
257 & 0.999999583832728 & 8.32334543603036e-07 & 4.16167271801518e-07 \tabularnewline
258 & 0.999999139881696 & 1.72023660847725e-06 & 8.60118304238625e-07 \tabularnewline
259 & 0.999998141496899 & 3.71700620109181e-06 & 1.85850310054591e-06 \tabularnewline
260 & 0.999996767936336 & 6.46412732857557e-06 & 3.23206366428778e-06 \tabularnewline
261 & 0.999998368919344 & 3.26216131149978e-06 & 1.63108065574989e-06 \tabularnewline
262 & 0.99999597612975 & 8.04774049989072e-06 & 4.02387024994536e-06 \tabularnewline
263 & 0.999991792071161 & 1.64158576778969e-05 & 8.20792883894847e-06 \tabularnewline
264 & 0.99998291323979 & 3.41735204205128e-05 & 1.70867602102564e-05 \tabularnewline
265 & 0.99998159897132 & 3.68020573605317e-05 & 1.84010286802658e-05 \tabularnewline
266 & 0.999966895483463 & 6.62090330734822e-05 & 3.31045165367411e-05 \tabularnewline
267 & 0.999952096737083 & 9.58065258338231e-05 & 4.79032629169115e-05 \tabularnewline
268 & 0.999938963759768 & 0.000122072480464759 & 6.10362402323795e-05 \tabularnewline
269 & 0.999994486329028 & 1.10273419438751e-05 & 5.51367097193756e-06 \tabularnewline
270 & 0.999994599670873 & 1.08006582536735e-05 & 5.40032912683674e-06 \tabularnewline
271 & 0.999988960171199 & 2.2079657601446e-05 & 1.1039828800723e-05 \tabularnewline
272 & 0.999965789982512 & 6.84200349769991e-05 & 3.42100174884996e-05 \tabularnewline
273 & 0.999897521608242 & 0.00020495678351563 & 0.000102478391757815 \tabularnewline
274 & 0.999717849202857 & 0.000564301594285376 & 0.000282150797142688 \tabularnewline
275 & 0.999180105179165 & 0.00163978964166954 & 0.000819894820834772 \tabularnewline
276 & 0.998212637873855 & 0.00357472425228979 & 0.0017873621261449 \tabularnewline
277 & 0.995656411822415 & 0.00868717635516954 & 0.00434358817758477 \tabularnewline
278 & 0.993128606579484 & 0.0137427868410323 & 0.00687139342051616 \tabularnewline
279 & 0.986732226135944 & 0.0265355477281113 & 0.0132677738640557 \tabularnewline
280 & 0.978079253894139 & 0.0438414922117222 & 0.0219207461058611 \tabularnewline
281 & 0.953441899989149 & 0.093116200021702 & 0.046558100010851 \tabularnewline
282 & 0.880468169257837 & 0.239063661484325 & 0.119531830742163 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=199071&T=5

[TABLE]
[ROW][C]Goldfeld-Quandt test for Heteroskedasticity[/C][/ROW]
[ROW][C]p-values[/C][C]Alternative Hypothesis[/C][/ROW]
[ROW][C]breakpoint index[/C][C]greater[/C][C]2-sided[/C][C]less[/C][/ROW]
[ROW][C]7[/C][C]0.989947292756753[/C][C]0.0201054144864935[/C][C]0.0100527072432468[/C][/ROW]
[ROW][C]8[/C][C]0.97710426865456[/C][C]0.0457914626908805[/C][C]0.0228957313454402[/C][/ROW]
[ROW][C]9[/C][C]0.962544575109399[/C][C]0.0749108497812031[/C][C]0.0374554248906015[/C][/ROW]
[ROW][C]10[/C][C]0.954392951257167[/C][C]0.0912140974856664[/C][C]0.0456070487428332[/C][/ROW]
[ROW][C]11[/C][C]0.97666151706227[/C][C]0.0466769658754594[/C][C]0.0233384829377297[/C][/ROW]
[ROW][C]12[/C][C]0.965053800619924[/C][C]0.0698923987601519[/C][C]0.034946199380076[/C][/ROW]
[ROW][C]13[/C][C]0.961847673286811[/C][C]0.0763046534263772[/C][C]0.0381523267131886[/C][/ROW]
[ROW][C]14[/C][C]0.94061724648381[/C][C]0.11876550703238[/C][C]0.0593827535161899[/C][/ROW]
[ROW][C]15[/C][C]0.977768483285164[/C][C]0.0444630334296716[/C][C]0.0222315167148358[/C][/ROW]
[ROW][C]16[/C][C]0.966555599046415[/C][C]0.0668888019071695[/C][C]0.0334444009535847[/C][/ROW]
[ROW][C]17[/C][C]0.962712995045272[/C][C]0.0745740099094557[/C][C]0.0372870049547278[/C][/ROW]
[ROW][C]18[/C][C]0.945897281681046[/C][C]0.108205436637908[/C][C]0.0541027183189542[/C][/ROW]
[ROW][C]19[/C][C]0.950024556654699[/C][C]0.0999508866906011[/C][C]0.0499754433453005[/C][/ROW]
[ROW][C]20[/C][C]0.937905877551754[/C][C]0.124188244896493[/C][C]0.0620941224482464[/C][/ROW]
[ROW][C]21[/C][C]0.915982978216696[/C][C]0.168034043566608[/C][C]0.084017021783304[/C][/ROW]
[ROW][C]22[/C][C]0.892833849870102[/C][C]0.214332300259797[/C][C]0.107166150129899[/C][/ROW]
[ROW][C]23[/C][C]0.997465809922805[/C][C]0.00506838015439102[/C][C]0.00253419007719551[/C][/ROW]
[ROW][C]24[/C][C]0.996584980101779[/C][C]0.0068300397964412[/C][C]0.0034150198982206[/C][/ROW]
[ROW][C]25[/C][C]0.996078052258794[/C][C]0.00784389548241197[/C][C]0.00392194774120599[/C][/ROW]
[ROW][C]26[/C][C]0.995926673561245[/C][C]0.0081466528775107[/C][C]0.00407332643875535[/C][/ROW]
[ROW][C]27[/C][C]0.997017374154801[/C][C]0.00596525169039753[/C][C]0.00298262584519876[/C][/ROW]
[ROW][C]28[/C][C]0.996020766898848[/C][C]0.00795846620230446[/C][C]0.00397923310115223[/C][/ROW]
[ROW][C]29[/C][C]0.995139659489606[/C][C]0.00972068102078774[/C][C]0.00486034051039387[/C][/ROW]
[ROW][C]30[/C][C]0.993268674814594[/C][C]0.0134626503708111[/C][C]0.00673132518540554[/C][/ROW]
[ROW][C]31[/C][C]0.994670752747693[/C][C]0.0106584945046132[/C][C]0.00532924725230661[/C][/ROW]
[ROW][C]32[/C][C]0.992325615586707[/C][C]0.0153487688265862[/C][C]0.00767438441329309[/C][/ROW]
[ROW][C]33[/C][C]0.989809888011412[/C][C]0.0203802239771756[/C][C]0.0101901119885878[/C][/ROW]
[ROW][C]34[/C][C]0.988812334353042[/C][C]0.0223753312939165[/C][C]0.0111876656469582[/C][/ROW]
[ROW][C]35[/C][C]0.988445536699085[/C][C]0.0231089266018302[/C][C]0.0115544633009151[/C][/ROW]
[ROW][C]36[/C][C]0.992909649111301[/C][C]0.0141807017773978[/C][C]0.00709035088869892[/C][/ROW]
[ROW][C]37[/C][C]0.990575111371232[/C][C]0.0188497772575353[/C][C]0.00942488862876767[/C][/ROW]
[ROW][C]38[/C][C]0.993862688522058[/C][C]0.0122746229558831[/C][C]0.00613731147794157[/C][/ROW]
[ROW][C]39[/C][C]0.997537600407891[/C][C]0.00492479918421807[/C][C]0.00246239959210904[/C][/ROW]
[ROW][C]40[/C][C]0.996647005795236[/C][C]0.00670598840952809[/C][C]0.00335299420476404[/C][/ROW]
[ROW][C]41[/C][C]0.995278408931033[/C][C]0.00944318213793453[/C][C]0.00472159106896726[/C][/ROW]
[ROW][C]42[/C][C]0.994003040218447[/C][C]0.0119939195631062[/C][C]0.0059969597815531[/C][/ROW]
[ROW][C]43[/C][C]0.993703867301609[/C][C]0.0125922653967823[/C][C]0.00629613269839114[/C][/ROW]
[ROW][C]44[/C][C]0.992488564280015[/C][C]0.0150228714399696[/C][C]0.0075114357199848[/C][/ROW]
[ROW][C]45[/C][C]0.996927801700353[/C][C]0.00614439659929355[/C][C]0.00307219829964678[/C][/ROW]
[ROW][C]46[/C][C]0.996018323344036[/C][C]0.00796335331192738[/C][C]0.00398167665596369[/C][/ROW]
[ROW][C]47[/C][C]0.994744976631402[/C][C]0.0105100467371963[/C][C]0.00525502336859815[/C][/ROW]
[ROW][C]48[/C][C]0.993437949787721[/C][C]0.0131241004245582[/C][C]0.00656205021227912[/C][/ROW]
[ROW][C]49[/C][C]0.991322506880114[/C][C]0.0173549862397727[/C][C]0.00867749311988635[/C][/ROW]
[ROW][C]50[/C][C]0.994769820273765[/C][C]0.0104603594524707[/C][C]0.00523017972623533[/C][/ROW]
[ROW][C]51[/C][C]0.998040987962155[/C][C]0.0039180240756898[/C][C]0.0019590120378449[/C][/ROW]
[ROW][C]52[/C][C]0.997723298696679[/C][C]0.00455340260664295[/C][C]0.00227670130332147[/C][/ROW]
[ROW][C]53[/C][C]0.997042547522437[/C][C]0.00591490495512633[/C][C]0.00295745247756316[/C][/ROW]
[ROW][C]54[/C][C]0.996128517963235[/C][C]0.00774296407353081[/C][C]0.00387148203676541[/C][/ROW]
[ROW][C]55[/C][C]0.994784926156669[/C][C]0.0104301476866617[/C][C]0.00521507384333084[/C][/ROW]
[ROW][C]56[/C][C]0.993135985483637[/C][C]0.0137280290327252[/C][C]0.00686401451636258[/C][/ROW]
[ROW][C]57[/C][C]0.991023570438095[/C][C]0.0179528591238097[/C][C]0.00897642956190485[/C][/ROW]
[ROW][C]58[/C][C]0.998043157399866[/C][C]0.00391368520026795[/C][C]0.00195684260013398[/C][/ROW]
[ROW][C]59[/C][C]0.997372153645885[/C][C]0.00525569270822902[/C][C]0.00262784635411451[/C][/ROW]
[ROW][C]60[/C][C]0.996504018488612[/C][C]0.0069919630227765[/C][C]0.00349598151138825[/C][/ROW]
[ROW][C]61[/C][C]0.997165471270624[/C][C]0.00566905745875229[/C][C]0.00283452872937614[/C][/ROW]
[ROW][C]62[/C][C]0.9965726925033[/C][C]0.00685461499340002[/C][C]0.00342730749670001[/C][/ROW]
[ROW][C]63[/C][C]0.996936802098281[/C][C]0.00612639580343767[/C][C]0.00306319790171883[/C][/ROW]
[ROW][C]64[/C][C]0.995988593092639[/C][C]0.00802281381472113[/C][C]0.00401140690736057[/C][/ROW]
[ROW][C]65[/C][C]0.996224909203362[/C][C]0.00755018159327564[/C][C]0.00377509079663782[/C][/ROW]
[ROW][C]66[/C][C]0.995070644138361[/C][C]0.00985871172327725[/C][C]0.00492935586163862[/C][/ROW]
[ROW][C]67[/C][C]0.994145920401964[/C][C]0.0117081591960722[/C][C]0.00585407959803609[/C][/ROW]
[ROW][C]68[/C][C]0.993267901134648[/C][C]0.0134641977307038[/C][C]0.0067320988653519[/C][/ROW]
[ROW][C]69[/C][C]0.992358296833739[/C][C]0.0152834063325229[/C][C]0.00764170316626143[/C][/ROW]
[ROW][C]70[/C][C]0.99012748334354[/C][C]0.0197450333129192[/C][C]0.00987251665645958[/C][/ROW]
[ROW][C]71[/C][C]0.98753619352696[/C][C]0.0249276129460808[/C][C]0.0124638064730404[/C][/ROW]
[ROW][C]72[/C][C]0.98449405259862[/C][C]0.0310118948027596[/C][C]0.0155059474013798[/C][/ROW]
[ROW][C]73[/C][C]0.98267341195882[/C][C]0.0346531760823603[/C][C]0.0173265880411802[/C][/ROW]
[ROW][C]74[/C][C]0.992241302354212[/C][C]0.0155173952915766[/C][C]0.00775869764578829[/C][/ROW]
[ROW][C]75[/C][C]0.993034929398039[/C][C]0.0139301412039215[/C][C]0.00696507060196077[/C][/ROW]
[ROW][C]76[/C][C]0.991094716398283[/C][C]0.0178105672034342[/C][C]0.00890528360171712[/C][/ROW]
[ROW][C]77[/C][C]0.990442921844068[/C][C]0.0191141563118632[/C][C]0.0095570781559316[/C][/ROW]
[ROW][C]78[/C][C]0.987779502341882[/C][C]0.0244409953162353[/C][C]0.0122204976581177[/C][/ROW]
[ROW][C]79[/C][C]0.98530725036608[/C][C]0.0293854992678409[/C][C]0.0146927496339204[/C][/ROW]
[ROW][C]80[/C][C]0.98148436007998[/C][C]0.0370312798400407[/C][C]0.0185156399200204[/C][/ROW]
[ROW][C]81[/C][C]0.977034685717333[/C][C]0.0459306285653347[/C][C]0.0229653142826673[/C][/ROW]
[ROW][C]82[/C][C]0.972937553700095[/C][C]0.0541248925998098[/C][C]0.0270624462999049[/C][/ROW]
[ROW][C]83[/C][C]0.984146278399099[/C][C]0.0317074432018025[/C][C]0.0158537216009012[/C][/ROW]
[ROW][C]84[/C][C]0.984718462558474[/C][C]0.0305630748830512[/C][C]0.0152815374415256[/C][/ROW]
[ROW][C]85[/C][C]0.99791431891237[/C][C]0.00417136217526043[/C][C]0.00208568108763021[/C][/ROW]
[ROW][C]86[/C][C]0.997345960399389[/C][C]0.00530807920122274[/C][C]0.00265403960061137[/C][/ROW]
[ROW][C]87[/C][C]0.996588441541755[/C][C]0.00682311691648959[/C][C]0.0034115584582448[/C][/ROW]
[ROW][C]88[/C][C]0.995580434530633[/C][C]0.00883913093873303[/C][C]0.00441956546936652[/C][/ROW]
[ROW][C]89[/C][C]0.99902345485249[/C][C]0.00195309029502018[/C][C]0.000976545147510089[/C][/ROW]
[ROW][C]90[/C][C]0.998693707953489[/C][C]0.00261258409302256[/C][C]0.00130629204651128[/C][/ROW]
[ROW][C]91[/C][C]0.998308852451165[/C][C]0.00338229509766912[/C][C]0.00169114754883456[/C][/ROW]
[ROW][C]92[/C][C]0.997774355089565[/C][C]0.00445128982086919[/C][C]0.0022256449104346[/C][/ROW]
[ROW][C]93[/C][C]0.997169763599544[/C][C]0.00566047280091128[/C][C]0.00283023640045564[/C][/ROW]
[ROW][C]94[/C][C]0.997024032365798[/C][C]0.00595193526840466[/C][C]0.00297596763420233[/C][/ROW]
[ROW][C]95[/C][C]0.996198306086421[/C][C]0.00760338782715881[/C][C]0.00380169391357941[/C][/ROW]
[ROW][C]96[/C][C]0.995821723607676[/C][C]0.00835655278464766[/C][C]0.00417827639232383[/C][/ROW]
[ROW][C]97[/C][C]0.994870179916389[/C][C]0.0102596401672209[/C][C]0.00512982008361047[/C][/ROW]
[ROW][C]98[/C][C]0.99840367634562[/C][C]0.0031926473087593[/C][C]0.00159632365437965[/C][/ROW]
[ROW][C]99[/C][C]0.998285329339163[/C][C]0.00342934132167447[/C][C]0.00171467066083724[/C][/ROW]
[ROW][C]100[/C][C]0.99781965558417[/C][C]0.00436068883166104[/C][C]0.00218034441583052[/C][/ROW]
[ROW][C]101[/C][C]0.997156235823803[/C][C]0.00568752835239312[/C][C]0.00284376417619656[/C][/ROW]
[ROW][C]102[/C][C]0.997605117061539[/C][C]0.00478976587692168[/C][C]0.00239488293846084[/C][/ROW]
[ROW][C]103[/C][C]0.997841578673884[/C][C]0.00431684265223233[/C][C]0.00215842132611617[/C][/ROW]
[ROW][C]104[/C][C]0.997183583603712[/C][C]0.00563283279257555[/C][C]0.00281641639628777[/C][/ROW]
[ROW][C]105[/C][C]0.99634055587468[/C][C]0.00731888825064101[/C][C]0.0036594441253205[/C][/ROW]
[ROW][C]106[/C][C]0.995296893834645[/C][C]0.00940621233070984[/C][C]0.00470310616535492[/C][/ROW]
[ROW][C]107[/C][C]0.99483464829634[/C][C]0.0103307034073195[/C][C]0.00516535170365976[/C][/ROW]
[ROW][C]108[/C][C]0.993538795995716[/C][C]0.0129224080085687[/C][C]0.00646120400428435[/C][/ROW]
[ROW][C]109[/C][C]0.996102196451162[/C][C]0.00779560709767665[/C][C]0.00389780354883832[/C][/ROW]
[ROW][C]110[/C][C]0.995319453667428[/C][C]0.00936109266514328[/C][C]0.00468054633257164[/C][/ROW]
[ROW][C]111[/C][C]0.994646543141654[/C][C]0.0107069137166914[/C][C]0.00535345685834568[/C][/ROW]
[ROW][C]112[/C][C]0.997488853314595[/C][C]0.00502229337080968[/C][C]0.00251114668540484[/C][/ROW]
[ROW][C]113[/C][C]0.997474269760961[/C][C]0.00505146047807761[/C][C]0.0025257302390388[/C][/ROW]
[ROW][C]114[/C][C]0.99710619600691[/C][C]0.00578760798618058[/C][C]0.00289380399309029[/C][/ROW]
[ROW][C]115[/C][C]0.997777558735913[/C][C]0.00444488252817473[/C][C]0.00222244126408737[/C][/ROW]
[ROW][C]116[/C][C]0.997793494604871[/C][C]0.00441301079025901[/C][C]0.0022065053951295[/C][/ROW]
[ROW][C]117[/C][C]0.997766181065718[/C][C]0.00446763786856431[/C][C]0.00223381893428216[/C][/ROW]
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[ROW][C]124[/C][C]0.999980450154319[/C][C]3.90996913626175e-05[/C][C]1.95498456813088e-05[/C][/ROW]
[ROW][C]125[/C][C]0.999976741871514[/C][C]4.6516256971354e-05[/C][C]2.3258128485677e-05[/C][/ROW]
[ROW][C]126[/C][C]0.999969058113109[/C][C]6.18837737829788e-05[/C][C]3.09418868914894e-05[/C][/ROW]
[ROW][C]127[/C][C]0.999956119774482[/C][C]8.77604510362739e-05[/C][C]4.38802255181369e-05[/C][/ROW]
[ROW][C]128[/C][C]0.999945521070409[/C][C]0.00010895785918149[/C][C]5.44789295907449e-05[/C][/ROW]
[ROW][C]129[/C][C]0.999928750835092[/C][C]0.000142498329816832[/C][C]7.1249164908416e-05[/C][/ROW]
[ROW][C]130[/C][C]0.999903212752749[/C][C]0.000193574494501613[/C][C]9.67872472508063e-05[/C][/ROW]
[ROW][C]131[/C][C]0.999873594440597[/C][C]0.000252811118805498[/C][C]0.000126405559402749[/C][/ROW]
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[ROW][C]137[/C][C]0.999949168359975[/C][C]0.000101663280050052[/C][C]5.0831640025026e-05[/C][/ROW]
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[ROW][C]139[/C][C]0.999969619142195[/C][C]6.07617156096864e-05[/C][C]3.03808578048432e-05[/C][/ROW]
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[ROW][C]154[/C][C]0.999988085655334[/C][C]2.38286893310939e-05[/C][C]1.1914344665547e-05[/C][/ROW]
[ROW][C]155[/C][C]0.999985966830846[/C][C]2.80663383084777e-05[/C][C]1.40331691542389e-05[/C][/ROW]
[ROW][C]156[/C][C]0.999983714113902[/C][C]3.25717721967893e-05[/C][C]1.62858860983947e-05[/C][/ROW]
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[ROW][C]162[/C][C]0.999999908545412[/C][C]1.82909175194722e-07[/C][C]9.14545875973611e-08[/C][/ROW]
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[ROW][C]166[/C][C]0.999999982880102[/C][C]3.42397951249118e-08[/C][C]1.71198975624559e-08[/C][/ROW]
[ROW][C]167[/C][C]0.99999997369334[/C][C]5.26133207832621e-08[/C][C]2.63066603916311e-08[/C][/ROW]
[ROW][C]168[/C][C]0.999999981740485[/C][C]3.65190291871178e-08[/C][C]1.82595145935589e-08[/C][/ROW]
[ROW][C]169[/C][C]0.999999970129066[/C][C]5.9741868159259e-08[/C][C]2.98709340796295e-08[/C][/ROW]
[ROW][C]170[/C][C]0.999999996768431[/C][C]6.46313716253445e-09[/C][C]3.23156858126722e-09[/C][/ROW]
[ROW][C]171[/C][C]0.999999999869458[/C][C]2.61083046105703e-10[/C][C]1.30541523052851e-10[/C][/ROW]
[ROW][C]172[/C][C]0.999999999815734[/C][C]3.6853112066327e-10[/C][C]1.84265560331635e-10[/C][/ROW]
[ROW][C]173[/C][C]0.999999999905854[/C][C]1.88291079934777e-10[/C][C]9.41455399673887e-11[/C][/ROW]
[ROW][C]174[/C][C]0.999999999959444[/C][C]8.11121873645904e-11[/C][C]4.05560936822952e-11[/C][/ROW]
[ROW][C]175[/C][C]0.999999999996756[/C][C]6.48812702692127e-12[/C][C]3.24406351346063e-12[/C][/ROW]
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[ROW][C]180[/C][C]0.999999999999554[/C][C]8.9206333753562e-13[/C][C]4.4603166876781e-13[/C][/ROW]
[ROW][C]181[/C][C]0.999999999999326[/C][C]1.3472688987479e-12[/C][C]6.73634449373949e-13[/C][/ROW]
[ROW][C]182[/C][C]0.999999999999443[/C][C]1.11421961829928e-12[/C][C]5.57109809149641e-13[/C][/ROW]
[ROW][C]183[/C][C]0.99999999999889[/C][C]2.21931702391832e-12[/C][C]1.10965851195916e-12[/C][/ROW]
[ROW][C]184[/C][C]0.999999999998642[/C][C]2.71654327456893e-12[/C][C]1.35827163728447e-12[/C][/ROW]
[ROW][C]185[/C][C]0.999999999999985[/C][C]2.97464564352586e-14[/C][C]1.48732282176293e-14[/C][/ROW]
[ROW][C]186[/C][C]0.999999999999972[/C][C]5.56301742273967e-14[/C][C]2.78150871136983e-14[/C][/ROW]
[ROW][C]187[/C][C]0.999999999999943[/C][C]1.13997689402517e-13[/C][C]5.69988447012583e-14[/C][/ROW]
[ROW][C]188[/C][C]0.999999999999884[/C][C]2.31333761219699e-13[/C][C]1.1566688060985e-13[/C][/ROW]
[ROW][C]189[/C][C]0.999999999999967[/C][C]6.64907969812419e-14[/C][C]3.3245398490621e-14[/C][/ROW]
[ROW][C]190[/C][C]0.999999999999937[/C][C]1.25441948625051e-13[/C][C]6.27209743125255e-14[/C][/ROW]
[ROW][C]191[/C][C]0.999999999999944[/C][C]1.11083534649145e-13[/C][C]5.55417673245727e-14[/C][/ROW]
[ROW][C]192[/C][C]0.999999999999905[/C][C]1.89711751892502e-13[/C][C]9.48558759462511e-14[/C][/ROW]
[ROW][C]193[/C][C]0.999999999999803[/C][C]3.93929815835686e-13[/C][C]1.96964907917843e-13[/C][/ROW]
[ROW][C]194[/C][C]0.999999999999772[/C][C]4.56660478195857e-13[/C][C]2.28330239097928e-13[/C][/ROW]
[ROW][C]195[/C][C]0.999999999999804[/C][C]3.92828043176806e-13[/C][C]1.96414021588403e-13[/C][/ROW]
[ROW][C]196[/C][C]0.999999999999847[/C][C]3.06461144497853e-13[/C][C]1.53230572248927e-13[/C][/ROW]
[ROW][C]197[/C][C]0.999999999999684[/C][C]6.32682387642161e-13[/C][C]3.16341193821081e-13[/C][/ROW]
[ROW][C]198[/C][C]0.999999999999394[/C][C]1.21226937844012e-12[/C][C]6.06134689220061e-13[/C][/ROW]
[ROW][C]199[/C][C]0.999999999998798[/C][C]2.40331098735305e-12[/C][C]1.20165549367653e-12[/C][/ROW]
[ROW][C]200[/C][C]0.999999999997752[/C][C]4.49648837162165e-12[/C][C]2.24824418581083e-12[/C][/ROW]
[ROW][C]201[/C][C]0.999999999996461[/C][C]7.07817195341889e-12[/C][C]3.53908597670944e-12[/C][/ROW]
[ROW][C]202[/C][C]0.999999999993941[/C][C]1.21188619955959e-11[/C][C]6.05943099779797e-12[/C][/ROW]
[ROW][C]203[/C][C]0.999999999993937[/C][C]1.21258054038191e-11[/C][C]6.06290270190953e-12[/C][/ROW]
[ROW][C]204[/C][C]0.99999999998785[/C][C]2.43003187797372e-11[/C][C]1.21501593898686e-11[/C][/ROW]
[ROW][C]205[/C][C]0.999999999977784[/C][C]4.44316486911215e-11[/C][C]2.22158243455608e-11[/C][/ROW]
[ROW][C]206[/C][C]0.999999999970934[/C][C]5.8131686114655e-11[/C][C]2.90658430573275e-11[/C][/ROW]
[ROW][C]207[/C][C]0.999999999942739[/C][C]1.1452118714772e-10[/C][C]5.726059357386e-11[/C][/ROW]
[ROW][C]208[/C][C]0.999999999999597[/C][C]8.05494378663733e-13[/C][C]4.02747189331866e-13[/C][/ROW]
[ROW][C]209[/C][C]0.999999999999824[/C][C]3.52450968940783e-13[/C][C]1.76225484470391e-13[/C][/ROW]
[ROW][C]210[/C][C]0.999999999999919[/C][C]1.61143577172281e-13[/C][C]8.05717885861404e-14[/C][/ROW]
[ROW][C]211[/C][C]0.999999999999913[/C][C]1.73737188387093e-13[/C][C]8.68685941935466e-14[/C][/ROW]
[ROW][C]212[/C][C]0.99999999999997[/C][C]6.07806258490887e-14[/C][C]3.03903129245443e-14[/C][/ROW]
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[ROW][C]214[/C][C]0.999999999999843[/C][C]3.13373241712176e-13[/C][C]1.56686620856088e-13[/C][/ROW]
[ROW][C]215[/C][C]0.999999999999858[/C][C]2.84156403131717e-13[/C][C]1.42078201565859e-13[/C][/ROW]
[ROW][C]216[/C][C]0.999999999999757[/C][C]4.86995673151962e-13[/C][C]2.43497836575981e-13[/C][/ROW]
[ROW][C]217[/C][C]0.999999999999527[/C][C]9.46635642757931e-13[/C][C]4.73317821378965e-13[/C][/ROW]
[ROW][C]218[/C][C]0.99999999999915[/C][C]1.70060242346322e-12[/C][C]8.50301211731609e-13[/C][/ROW]
[ROW][C]219[/C][C]0.999999999998084[/C][C]3.83298620705565e-12[/C][C]1.91649310352783e-12[/C][/ROW]
[ROW][C]220[/C][C]0.999999999997481[/C][C]5.0372792919618e-12[/C][C]2.5186396459809e-12[/C][/ROW]
[ROW][C]221[/C][C]0.999999999994351[/C][C]1.12985348046931e-11[/C][C]5.64926740234653e-12[/C][/ROW]
[ROW][C]222[/C][C]0.999999999988401[/C][C]2.31984974578524e-11[/C][C]1.15992487289262e-11[/C][/ROW]
[ROW][C]223[/C][C]0.999999999977036[/C][C]4.59285311692229e-11[/C][C]2.29642655846115e-11[/C][/ROW]
[ROW][C]224[/C][C]0.9999999999493[/C][C]1.01400118883606e-10[/C][C]5.07000594418032e-11[/C][/ROW]
[ROW][C]225[/C][C]0.999999999919247[/C][C]1.6150513910572e-10[/C][C]8.07525695528599e-11[/C][/ROW]
[ROW][C]226[/C][C]0.999999999965386[/C][C]6.92272984238726e-11[/C][C]3.46136492119363e-11[/C][/ROW]
[ROW][C]227[/C][C]0.999999999929482[/C][C]1.41035807796874e-10[/C][C]7.05179038984371e-11[/C][/ROW]
[ROW][C]228[/C][C]0.999999999901993[/C][C]1.9601337537836e-10[/C][C]9.800668768918e-11[/C][/ROW]
[ROW][C]229[/C][C]0.999999999798426[/C][C]4.03148347730884e-10[/C][C]2.01574173865442e-10[/C][/ROW]
[ROW][C]230[/C][C]0.999999999780736[/C][C]4.38527600255015e-10[/C][C]2.19263800127507e-10[/C][/ROW]
[ROW][C]231[/C][C]0.999999999742541[/C][C]5.14918123093015e-10[/C][C]2.57459061546508e-10[/C][/ROW]
[ROW][C]232[/C][C]0.999999999459392[/C][C]1.08121613952438e-09[/C][C]5.40608069762189e-10[/C][/ROW]
[ROW][C]233[/C][C]0.999999998889865[/C][C]2.22027005754168e-09[/C][C]1.11013502877084e-09[/C][/ROW]
[ROW][C]234[/C][C]0.999999998051562[/C][C]3.89687678711055e-09[/C][C]1.94843839355528e-09[/C][/ROW]
[ROW][C]235[/C][C]0.999999998599033[/C][C]2.80193493514032e-09[/C][C]1.40096746757016e-09[/C][/ROW]
[ROW][C]236[/C][C]0.999999998633015[/C][C]2.73396940579391e-09[/C][C]1.36698470289696e-09[/C][/ROW]
[ROW][C]237[/C][C]0.999999999994337[/C][C]1.1325603922286e-11[/C][C]5.662801961143e-12[/C][/ROW]
[ROW][C]238[/C][C]0.999999999989193[/C][C]2.16136879129433e-11[/C][C]1.08068439564716e-11[/C][/ROW]
[ROW][C]239[/C][C]0.999999999973285[/C][C]5.3430234715558e-11[/C][C]2.6715117357779e-11[/C][/ROW]
[ROW][C]240[/C][C]0.99999999998044[/C][C]3.91203086211359e-11[/C][C]1.95601543105679e-11[/C][/ROW]
[ROW][C]241[/C][C]0.999999999962255[/C][C]7.54899501238152e-11[/C][C]3.77449750619076e-11[/C][/ROW]
[ROW][C]242[/C][C]0.999999999966569[/C][C]6.68622742295822e-11[/C][C]3.34311371147911e-11[/C][/ROW]
[ROW][C]243[/C][C]0.99999999998576[/C][C]2.84807825535868e-11[/C][C]1.42403912767934e-11[/C][/ROW]
[ROW][C]244[/C][C]0.99999999997567[/C][C]4.86598409952632e-11[/C][C]2.43299204976316e-11[/C][/ROW]
[ROW][C]245[/C][C]0.999999999933523[/C][C]1.32953636473671e-10[/C][C]6.64768182368355e-11[/C][/ROW]
[ROW][C]246[/C][C]0.999999999835873[/C][C]3.28254438481055e-10[/C][C]1.64127219240527e-10[/C][/ROW]
[ROW][C]247[/C][C]0.999999999572762[/C][C]8.54476712811702e-10[/C][C]4.27238356405851e-10[/C][/ROW]
[ROW][C]248[/C][C]0.999999998951406[/C][C]2.09718800270778e-09[/C][C]1.04859400135389e-09[/C][/ROW]
[ROW][C]249[/C][C]0.999999997723167[/C][C]4.55366505294046e-09[/C][C]2.27683252647023e-09[/C][/ROW]
[ROW][C]250[/C][C]0.999999995952221[/C][C]8.09555890678143e-09[/C][C]4.04777945339071e-09[/C][/ROW]
[ROW][C]251[/C][C]0.999999996383933[/C][C]7.23213478997404e-09[/C][C]3.61606739498702e-09[/C][/ROW]
[ROW][C]252[/C][C]0.999999992056421[/C][C]1.58871579569805e-08[/C][C]7.94357897849026e-09[/C][/ROW]
[ROW][C]253[/C][C]0.999999980836973[/C][C]3.83260544833354e-08[/C][C]1.91630272416677e-08[/C][/ROW]
[ROW][C]254[/C][C]0.999999951498883[/C][C]9.70022336371062e-08[/C][C]4.85011168185531e-08[/C][/ROW]
[ROW][C]255[/C][C]0.999999884381367[/C][C]2.31237266847477e-07[/C][C]1.15618633423739e-07[/C][/ROW]
[ROW][C]256[/C][C]0.999999730049347[/C][C]5.39901305919537e-07[/C][C]2.69950652959768e-07[/C][/ROW]
[ROW][C]257[/C][C]0.999999583832728[/C][C]8.32334543603036e-07[/C][C]4.16167271801518e-07[/C][/ROW]
[ROW][C]258[/C][C]0.999999139881696[/C][C]1.72023660847725e-06[/C][C]8.60118304238625e-07[/C][/ROW]
[ROW][C]259[/C][C]0.999998141496899[/C][C]3.71700620109181e-06[/C][C]1.85850310054591e-06[/C][/ROW]
[ROW][C]260[/C][C]0.999996767936336[/C][C]6.46412732857557e-06[/C][C]3.23206366428778e-06[/C][/ROW]
[ROW][C]261[/C][C]0.999998368919344[/C][C]3.26216131149978e-06[/C][C]1.63108065574989e-06[/C][/ROW]
[ROW][C]262[/C][C]0.99999597612975[/C][C]8.04774049989072e-06[/C][C]4.02387024994536e-06[/C][/ROW]
[ROW][C]263[/C][C]0.999991792071161[/C][C]1.64158576778969e-05[/C][C]8.20792883894847e-06[/C][/ROW]
[ROW][C]264[/C][C]0.99998291323979[/C][C]3.41735204205128e-05[/C][C]1.70867602102564e-05[/C][/ROW]
[ROW][C]265[/C][C]0.99998159897132[/C][C]3.68020573605317e-05[/C][C]1.84010286802658e-05[/C][/ROW]
[ROW][C]266[/C][C]0.999966895483463[/C][C]6.62090330734822e-05[/C][C]3.31045165367411e-05[/C][/ROW]
[ROW][C]267[/C][C]0.999952096737083[/C][C]9.58065258338231e-05[/C][C]4.79032629169115e-05[/C][/ROW]
[ROW][C]268[/C][C]0.999938963759768[/C][C]0.000122072480464759[/C][C]6.10362402323795e-05[/C][/ROW]
[ROW][C]269[/C][C]0.999994486329028[/C][C]1.10273419438751e-05[/C][C]5.51367097193756e-06[/C][/ROW]
[ROW][C]270[/C][C]0.999994599670873[/C][C]1.08006582536735e-05[/C][C]5.40032912683674e-06[/C][/ROW]
[ROW][C]271[/C][C]0.999988960171199[/C][C]2.2079657601446e-05[/C][C]1.1039828800723e-05[/C][/ROW]
[ROW][C]272[/C][C]0.999965789982512[/C][C]6.84200349769991e-05[/C][C]3.42100174884996e-05[/C][/ROW]
[ROW][C]273[/C][C]0.999897521608242[/C][C]0.00020495678351563[/C][C]0.000102478391757815[/C][/ROW]
[ROW][C]274[/C][C]0.999717849202857[/C][C]0.000564301594285376[/C][C]0.000282150797142688[/C][/ROW]
[ROW][C]275[/C][C]0.999180105179165[/C][C]0.00163978964166954[/C][C]0.000819894820834772[/C][/ROW]
[ROW][C]276[/C][C]0.998212637873855[/C][C]0.00357472425228979[/C][C]0.0017873621261449[/C][/ROW]
[ROW][C]277[/C][C]0.995656411822415[/C][C]0.00868717635516954[/C][C]0.00434358817758477[/C][/ROW]
[ROW][C]278[/C][C]0.993128606579484[/C][C]0.0137427868410323[/C][C]0.00687139342051616[/C][/ROW]
[ROW][C]279[/C][C]0.986732226135944[/C][C]0.0265355477281113[/C][C]0.0132677738640557[/C][/ROW]
[ROW][C]280[/C][C]0.978079253894139[/C][C]0.0438414922117222[/C][C]0.0219207461058611[/C][/ROW]
[ROW][C]281[/C][C]0.953441899989149[/C][C]0.093116200021702[/C][C]0.046558100010851[/C][/ROW]
[ROW][C]282[/C][C]0.880468169257837[/C][C]0.239063661484325[/C][C]0.119531830742163[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=199071&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=199071&T=5

As an alternative you can also use a QR Code:

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

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
7	0.989947292756753	0.0201054144864935	0.0100527072432468
8	0.97710426865456	0.0457914626908805	0.0228957313454402
9	0.962544575109399	0.0749108497812031	0.0374554248906015
10	0.954392951257167	0.0912140974856664	0.0456070487428332
11	0.97666151706227	0.0466769658754594	0.0233384829377297
12	0.965053800619924	0.0698923987601519	0.034946199380076
13	0.961847673286811	0.0763046534263772	0.0381523267131886
14	0.94061724648381	0.11876550703238	0.0593827535161899
15	0.977768483285164	0.0444630334296716	0.0222315167148358
16	0.966555599046415	0.0668888019071695	0.0334444009535847
17	0.962712995045272	0.0745740099094557	0.0372870049547278
18	0.945897281681046	0.108205436637908	0.0541027183189542
19	0.950024556654699	0.0999508866906011	0.0499754433453005
20	0.937905877551754	0.124188244896493	0.0620941224482464
21	0.915982978216696	0.168034043566608	0.084017021783304
22	0.892833849870102	0.214332300259797	0.107166150129899
23	0.997465809922805	0.00506838015439102	0.00253419007719551
24	0.996584980101779	0.0068300397964412	0.0034150198982206
25	0.996078052258794	0.00784389548241197	0.00392194774120599
26	0.995926673561245	0.0081466528775107	0.00407332643875535
27	0.997017374154801	0.00596525169039753	0.00298262584519876
28	0.996020766898848	0.00795846620230446	0.00397923310115223
29	0.995139659489606	0.00972068102078774	0.00486034051039387
30	0.993268674814594	0.0134626503708111	0.00673132518540554
31	0.994670752747693	0.0106584945046132	0.00532924725230661
32	0.992325615586707	0.0153487688265862	0.00767438441329309
33	0.989809888011412	0.0203802239771756	0.0101901119885878
34	0.988812334353042	0.0223753312939165	0.0111876656469582
35	0.988445536699085	0.0231089266018302	0.0115544633009151
36	0.992909649111301	0.0141807017773978	0.00709035088869892
37	0.990575111371232	0.0188497772575353	0.00942488862876767
38	0.993862688522058	0.0122746229558831	0.00613731147794157
39	0.997537600407891	0.00492479918421807	0.00246239959210904
40	0.996647005795236	0.00670598840952809	0.00335299420476404
41	0.995278408931033	0.00944318213793453	0.00472159106896726
42	0.994003040218447	0.0119939195631062	0.0059969597815531
43	0.993703867301609	0.0125922653967823	0.00629613269839114
44	0.992488564280015	0.0150228714399696	0.0075114357199848
45	0.996927801700353	0.00614439659929355	0.00307219829964678
46	0.996018323344036	0.00796335331192738	0.00398167665596369
47	0.994744976631402	0.0105100467371963	0.00525502336859815
48	0.993437949787721	0.0131241004245582	0.00656205021227912
49	0.991322506880114	0.0173549862397727	0.00867749311988635
50	0.994769820273765	0.0104603594524707	0.00523017972623533
51	0.998040987962155	0.0039180240756898	0.0019590120378449
52	0.997723298696679	0.00455340260664295	0.00227670130332147
53	0.997042547522437	0.00591490495512633	0.00295745247756316
54	0.996128517963235	0.00774296407353081	0.00387148203676541
55	0.994784926156669	0.0104301476866617	0.00521507384333084
56	0.993135985483637	0.0137280290327252	0.00686401451636258
57	0.991023570438095	0.0179528591238097	0.00897642956190485
58	0.998043157399866	0.00391368520026795	0.00195684260013398
59	0.997372153645885	0.00525569270822902	0.00262784635411451
60	0.996504018488612	0.0069919630227765	0.00349598151138825
61	0.997165471270624	0.00566905745875229	0.00283452872937614
62	0.9965726925033	0.00685461499340002	0.00342730749670001
63	0.996936802098281	0.00612639580343767	0.00306319790171883
64	0.995988593092639	0.00802281381472113	0.00401140690736057
65	0.996224909203362	0.00755018159327564	0.00377509079663782
66	0.995070644138361	0.00985871172327725	0.00492935586163862
67	0.994145920401964	0.0117081591960722	0.00585407959803609
68	0.993267901134648	0.0134641977307038	0.0067320988653519
69	0.992358296833739	0.0152834063325229	0.00764170316626143
70	0.99012748334354	0.0197450333129192	0.00987251665645958
71	0.98753619352696	0.0249276129460808	0.0124638064730404
72	0.98449405259862	0.0310118948027596	0.0155059474013798
73	0.98267341195882	0.0346531760823603	0.0173265880411802
74	0.992241302354212	0.0155173952915766	0.00775869764578829
75	0.993034929398039	0.0139301412039215	0.00696507060196077
76	0.991094716398283	0.0178105672034342	0.00890528360171712
77	0.990442921844068	0.0191141563118632	0.0095570781559316
78	0.987779502341882	0.0244409953162353	0.0122204976581177
79	0.98530725036608	0.0293854992678409	0.0146927496339204
80	0.98148436007998	0.0370312798400407	0.0185156399200204
81	0.977034685717333	0.0459306285653347	0.0229653142826673
82	0.972937553700095	0.0541248925998098	0.0270624462999049
83	0.984146278399099	0.0317074432018025	0.0158537216009012
84	0.984718462558474	0.0305630748830512	0.0152815374415256
85	0.99791431891237	0.00417136217526043	0.00208568108763021
86	0.997345960399389	0.00530807920122274	0.00265403960061137
87	0.996588441541755	0.00682311691648959	0.0034115584582448
88	0.995580434530633	0.00883913093873303	0.00441956546936652
89	0.99902345485249	0.00195309029502018	0.000976545147510089
90	0.998693707953489	0.00261258409302256	0.00130629204651128
91	0.998308852451165	0.00338229509766912	0.00169114754883456
92	0.997774355089565	0.00445128982086919	0.0022256449104346
93	0.997169763599544	0.00566047280091128	0.00283023640045564
94	0.997024032365798	0.00595193526840466	0.00297596763420233
95	0.996198306086421	0.00760338782715881	0.00380169391357941
96	0.995821723607676	0.00835655278464766	0.00417827639232383
97	0.994870179916389	0.0102596401672209	0.00512982008361047
98	0.99840367634562	0.0031926473087593	0.00159632365437965
99	0.998285329339163	0.00342934132167447	0.00171467066083724
100	0.99781965558417	0.00436068883166104	0.00218034441583052
101	0.997156235823803	0.00568752835239312	0.00284376417619656
102	0.997605117061539	0.00478976587692168	0.00239488293846084
103	0.997841578673884	0.00431684265223233	0.00215842132611617
104	0.997183583603712	0.00563283279257555	0.00281641639628777
105	0.99634055587468	0.00731888825064101	0.0036594441253205
106	0.995296893834645	0.00940621233070984	0.00470310616535492
107	0.99483464829634	0.0103307034073195	0.00516535170365976
108	0.993538795995716	0.0129224080085687	0.00646120400428435
109	0.996102196451162	0.00779560709767665	0.00389780354883832
110	0.995319453667428	0.00936109266514328	0.00468054633257164
111	0.994646543141654	0.0107069137166914	0.00535345685834568
112	0.997488853314595	0.00502229337080968	0.00251114668540484
113	0.997474269760961	0.00505146047807761	0.0025257302390388
114	0.99710619600691	0.00578760798618058	0.00289380399309029
115	0.997777558735913	0.00444488252817473	0.00222244126408737
116	0.997793494604871	0.00441301079025901	0.0022065053951295
117	0.997766181065718	0.00446763786856431	0.00223381893428216
118	0.99904450737404	0.00191098525191977	0.000955492625959884
119	0.99987432304714	0.0002513539057195	0.00012567695285975
120	0.999844625953513	0.000310748092974026	0.000155374046487013
121	0.99979325966744	0.000413480665118993	0.000206740332559497
122	0.999800246942771	0.000399506114457716	0.000199753057228858
123	0.999728756231373	0.000542487537253454	0.000271243768626727
124	0.999980450154319	3.90996913626175e-05	1.95498456813088e-05
125	0.999976741871514	4.6516256971354e-05	2.3258128485677e-05
126	0.999969058113109	6.18837737829788e-05	3.09418868914894e-05
127	0.999956119774482	8.77604510362739e-05	4.38802255181369e-05
128	0.999945521070409	0.00010895785918149	5.44789295907449e-05
129	0.999928750835092	0.000142498329816832	7.1249164908416e-05
130	0.999903212752749	0.000193574494501613	9.67872472508063e-05
131	0.999873594440597	0.000252811118805498	0.000126405559402749
132	0.999838049589038	0.000323900821924348	0.000161950410962174
133	0.99977720425626	0.000445591487479991	0.000222795743739995
134	0.999758021982005	0.000483956035990797	0.000241978017995399
135	0.999679337858541	0.000641324282917612	0.000320662141458806
136	0.999963615787567	7.27684248664455e-05	3.63842124332228e-05
137	0.999949168359975	0.000101663280050052	5.0831640025026e-05
138	0.999962711112557	7.45777748855778e-05	3.72888874427889e-05
139	0.999969619142195	6.07617156096864e-05	3.03808578048432e-05
140	0.999957732949835	8.45341003307447e-05	4.22670501653724e-05
141	0.999948553775471	0.000102892449058636	5.14462245293178e-05
142	0.999928596251084	0.000142807497832092	7.1403748916046e-05
143	0.999902879172966	0.000194241654068455	9.71208270342276e-05
144	0.999901796861274	0.000196406277451939	9.82031387259696e-05
145	0.999874343916107	0.000251312167786499	0.00012565608389325
146	0.999838448047636	0.000323103904728906	0.000161551952364453
147	0.999925651317524	0.000148697364952469	7.43486824762345e-05
148	0.999941132200308	0.000117735599383948	5.88677996919741e-05
149	0.999919514476502	0.000160971046996342	8.04855234981712e-05
150	0.99989040306773	0.000219193864540767	0.000109596932270383
151	0.999921534096701	0.000156931806597692	7.84659032988461e-05
152	0.999905215816628	0.000189568366743875	9.47841833719376e-05
153	0.999868101360621	0.000263797278758156	0.000131898639379078
154	0.999988085655334	2.38286893310939e-05	1.1914344665547e-05
155	0.999985966830846	2.80663383084777e-05	1.40331691542389e-05
156	0.999983714113902	3.25717721967893e-05	1.62858860983947e-05
157	0.999978795697206	4.24086055877275e-05	2.12043027938638e-05
158	0.999979259401602	4.14811967968309e-05	2.07405983984155e-05
159	0.999979186021765	4.162795646919e-05	2.0813978234595e-05
160	0.999999376613811	1.24677237792068e-06	6.23386188960341e-07
161	0.999999710584716	5.78830568348741e-07	2.8941528417437e-07
162	0.999999908545412	1.82909175194722e-07	9.14545875973611e-08
163	0.999999952921561	9.4156877869494e-08	4.7078438934747e-08
164	0.999999977364909	4.52701820013063e-08	2.26350910006532e-08
165	0.999999969522558	6.09548838945915e-08	3.04774419472958e-08
166	0.999999982880102	3.42397951249118e-08	1.71198975624559e-08
167	0.99999997369334	5.26133207832621e-08	2.63066603916311e-08
168	0.999999981740485	3.65190291871178e-08	1.82595145935589e-08
169	0.999999970129066	5.9741868159259e-08	2.98709340796295e-08
170	0.999999996768431	6.46313716253445e-09	3.23156858126722e-09
171	0.999999999869458	2.61083046105703e-10	1.30541523052851e-10
172	0.999999999815734	3.6853112066327e-10	1.84265560331635e-10
173	0.999999999905854	1.88291079934777e-10	9.41455399673887e-11
174	0.999999999959444	8.11121873645904e-11	4.05560936822952e-11
175	0.999999999996756	6.48812702692127e-12	3.24406351346063e-12
176	0.999999999999485	1.02921371277105e-12	5.14606856385527e-13
177	0.999999999999047	1.90686395949526e-12	9.53431979747632e-13
178	0.999999999998383	3.23443778237327e-12	1.61721889118664e-12
179	0.999999999997187	5.6257916406294e-12	2.8128958203147e-12
180	0.999999999999554	8.9206333753562e-13	4.4603166876781e-13
181	0.999999999999326	1.3472688987479e-12	6.73634449373949e-13
182	0.999999999999443	1.11421961829928e-12	5.57109809149641e-13
183	0.99999999999889	2.21931702391832e-12	1.10965851195916e-12
184	0.999999999998642	2.71654327456893e-12	1.35827163728447e-12
185	0.999999999999985	2.97464564352586e-14	1.48732282176293e-14
186	0.999999999999972	5.56301742273967e-14	2.78150871136983e-14
187	0.999999999999943	1.13997689402517e-13	5.69988447012583e-14
188	0.999999999999884	2.31333761219699e-13	1.1566688060985e-13
189	0.999999999999967	6.64907969812419e-14	3.3245398490621e-14
190	0.999999999999937	1.25441948625051e-13	6.27209743125255e-14
191	0.999999999999944	1.11083534649145e-13	5.55417673245727e-14
192	0.999999999999905	1.89711751892502e-13	9.48558759462511e-14
193	0.999999999999803	3.93929815835686e-13	1.96964907917843e-13
194	0.999999999999772	4.56660478195857e-13	2.28330239097928e-13
195	0.999999999999804	3.92828043176806e-13	1.96414021588403e-13
196	0.999999999999847	3.06461144497853e-13	1.53230572248927e-13
197	0.999999999999684	6.32682387642161e-13	3.16341193821081e-13
198	0.999999999999394	1.21226937844012e-12	6.06134689220061e-13
199	0.999999999998798	2.40331098735305e-12	1.20165549367653e-12
200	0.999999999997752	4.49648837162165e-12	2.24824418581083e-12
201	0.999999999996461	7.07817195341889e-12	3.53908597670944e-12
202	0.999999999993941	1.21188619955959e-11	6.05943099779797e-12
203	0.999999999993937	1.21258054038191e-11	6.06290270190953e-12
204	0.99999999998785	2.43003187797372e-11	1.21501593898686e-11
205	0.999999999977784	4.44316486911215e-11	2.22158243455608e-11
206	0.999999999970934	5.8131686114655e-11	2.90658430573275e-11
207	0.999999999942739	1.1452118714772e-10	5.726059357386e-11
208	0.999999999999597	8.05494378663733e-13	4.02747189331866e-13
209	0.999999999999824	3.52450968940783e-13	1.76225484470391e-13
210	0.999999999999919	1.61143577172281e-13	8.05717885861404e-14
211	0.999999999999913	1.73737188387093e-13	8.68685941935466e-14
212	0.99999999999997	6.07806258490887e-14	3.03903129245443e-14
213	0.999999999999932	1.36801196114038e-13	6.84005980570191e-14
214	0.999999999999843	3.13373241712176e-13	1.56686620856088e-13
215	0.999999999999858	2.84156403131717e-13	1.42078201565859e-13
216	0.999999999999757	4.86995673151962e-13	2.43497836575981e-13
217	0.999999999999527	9.46635642757931e-13	4.73317821378965e-13
218	0.99999999999915	1.70060242346322e-12	8.50301211731609e-13
219	0.999999999998084	3.83298620705565e-12	1.91649310352783e-12
220	0.999999999997481	5.0372792919618e-12	2.5186396459809e-12
221	0.999999999994351	1.12985348046931e-11	5.64926740234653e-12
222	0.999999999988401	2.31984974578524e-11	1.15992487289262e-11
223	0.999999999977036	4.59285311692229e-11	2.29642655846115e-11
224	0.9999999999493	1.01400118883606e-10	5.07000594418032e-11
225	0.999999999919247	1.6150513910572e-10	8.07525695528599e-11
226	0.999999999965386	6.92272984238726e-11	3.46136492119363e-11
227	0.999999999929482	1.41035807796874e-10	7.05179038984371e-11
228	0.999999999901993	1.9601337537836e-10	9.800668768918e-11
229	0.999999999798426	4.03148347730884e-10	2.01574173865442e-10
230	0.999999999780736	4.38527600255015e-10	2.19263800127507e-10
231	0.999999999742541	5.14918123093015e-10	2.57459061546508e-10
232	0.999999999459392	1.08121613952438e-09	5.40608069762189e-10
233	0.999999998889865	2.22027005754168e-09	1.11013502877084e-09
234	0.999999998051562	3.89687678711055e-09	1.94843839355528e-09
235	0.999999998599033	2.80193493514032e-09	1.40096746757016e-09
236	0.999999998633015	2.73396940579391e-09	1.36698470289696e-09
237	0.999999999994337	1.1325603922286e-11	5.662801961143e-12
238	0.999999999989193	2.16136879129433e-11	1.08068439564716e-11
239	0.999999999973285	5.3430234715558e-11	2.6715117357779e-11
240	0.99999999998044	3.91203086211359e-11	1.95601543105679e-11
241	0.999999999962255	7.54899501238152e-11	3.77449750619076e-11
242	0.999999999966569	6.68622742295822e-11	3.34311371147911e-11
243	0.99999999998576	2.84807825535868e-11	1.42403912767934e-11
244	0.99999999997567	4.86598409952632e-11	2.43299204976316e-11
245	0.999999999933523	1.32953636473671e-10	6.64768182368355e-11
246	0.999999999835873	3.28254438481055e-10	1.64127219240527e-10
247	0.999999999572762	8.54476712811702e-10	4.27238356405851e-10
248	0.999999998951406	2.09718800270778e-09	1.04859400135389e-09
249	0.999999997723167	4.55366505294046e-09	2.27683252647023e-09
250	0.999999995952221	8.09555890678143e-09	4.04777945339071e-09
251	0.999999996383933	7.23213478997404e-09	3.61606739498702e-09
252	0.999999992056421	1.58871579569805e-08	7.94357897849026e-09
253	0.999999980836973	3.83260544833354e-08	1.91630272416677e-08
254	0.999999951498883	9.70022336371062e-08	4.85011168185531e-08
255	0.999999884381367	2.31237266847477e-07	1.15618633423739e-07
256	0.999999730049347	5.39901305919537e-07	2.69950652959768e-07
257	0.999999583832728	8.32334543603036e-07	4.16167271801518e-07
258	0.999999139881696	1.72023660847725e-06	8.60118304238625e-07
259	0.999998141496899	3.71700620109181e-06	1.85850310054591e-06
260	0.999996767936336	6.46412732857557e-06	3.23206366428778e-06
261	0.999998368919344	3.26216131149978e-06	1.63108065574989e-06
262	0.99999597612975	8.04774049989072e-06	4.02387024994536e-06
263	0.999991792071161	1.64158576778969e-05	8.20792883894847e-06
264	0.99998291323979	3.41735204205128e-05	1.70867602102564e-05
265	0.99998159897132	3.68020573605317e-05	1.84010286802658e-05
266	0.999966895483463	6.62090330734822e-05	3.31045165367411e-05
267	0.999952096737083	9.58065258338231e-05	4.79032629169115e-05
268	0.999938963759768	0.000122072480464759	6.10362402323795e-05
269	0.999994486329028	1.10273419438751e-05	5.51367097193756e-06
270	0.999994599670873	1.08006582536735e-05	5.40032912683674e-06
271	0.999988960171199	2.2079657601446e-05	1.1039828800723e-05
272	0.999965789982512	6.84200349769991e-05	3.42100174884996e-05
273	0.999897521608242	0.00020495678351563	0.000102478391757815
274	0.999717849202857	0.000564301594285376	0.000282150797142688
275	0.999180105179165	0.00163978964166954	0.000819894820834772
276	0.998212637873855	0.00357472425228979	0.0017873621261449
277	0.995656411822415	0.00868717635516954	0.00434358817758477
278	0.993128606579484	0.0137427868410323	0.00687139342051616
279	0.986732226135944	0.0265355477281113	0.0132677738640557
280	0.978079253894139	0.0438414922117222	0.0219207461058611
281	0.953441899989149	0.093116200021702	0.046558100010851
282	0.880468169257837	0.239063661484325	0.119531830742163

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	214	0.77536231884058	NOK
5% type I error level	261	0.945652173913043	NOK
10% type I error level	270	0.978260869565217	NOK

\begin{tabular}{lllllllll}
\hline
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
Description & # significant tests & % significant tests & OK/NOK \tabularnewline
1% type I error level & 214 & 0.77536231884058 & NOK \tabularnewline
5% type I error level & 261 & 0.945652173913043 & NOK \tabularnewline
10% type I error level & 270 & 0.978260869565217 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=199071&T=6

[TABLE]
[ROW][C]Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity[/C][/ROW]
[ROW][C]Description[/C][C]# significant tests[/C][C]% significant tests[/C][C]OK/NOK[/C][/ROW]
[ROW][C]1% type I error level[/C][C]214[/C][C]0.77536231884058[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]261[/C][C]0.945652173913043[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]270[/C][C]0.978260869565217[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=199071&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=199071&T=6

As an alternative you can also use a QR Code:

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

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	214	0.77536231884058	NOK
5% type I error level	261	0.945652173913043	NOK
10% type I error level	270	0.978260869565217	NOK

Figure 1

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Figure 8

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Figure 9

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Figure 10

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Parameters (Session):

par1 = 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')
}

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code