Free Statistics

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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_multipleregression.wasp
Title produced by softwareMultiple Regression
Date of computationMon, 10 Dec 2012 10:52:54 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2012/Dec/10/t1355155027y0amwursgqr4n18.htm/, Retrieved Fri, 29 Mar 2024 05:02:02 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=198216, Retrieved Fri, 29 Mar 2024 05:02:02 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact46
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Multiple Regression] [Competence to learn] [2010-11-17 07:43:53] [b98453cac15ba1066b407e146608df68]
-   PD  [Multiple Regression] [Levendgeboren vol...] [2012-11-19 14:47:31] [f055db2f1c47e4197bf514e64f7886e5]
- R  D    [Multiple Regression] [Levendgeboren vol...] [2012-11-19 15:26:44] [f055db2f1c47e4197bf514e64f7886e5]
- R  D      [Multiple Regression] [Time in RFC vs. S...] [2012-11-19 16:47:59] [f055db2f1c47e4197bf514e64f7886e5]
- R  D          [Multiple Regression] [Paper_D3_Multiple...] [2012-12-10 15:52:54] [ddb0733c84f7879813cb9fbdaebb43ad] [Current]
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Dataseries X:
112285	59	56	30
84786	34	56	28
83123	49	54	38
101193	50	89	30
38361	34	40	22
68504	15	25	26
119182	107	92	25
22807	9	18	18
17140	28	63	11
116174	41	44	26
57635	46	33	25
66198	66	84	38
71701	48	88	44
57793	37	55	30
80444	72	60	40
53855	50	66	34
97668	90	154	47
133824	64	53	30
101481	66	119	31
99645	38	41	23
114789	56	61	36
99052	60	58	36
67654	96	75	30
65553	43	33	25
97500	37	40	39
69112	49	92	34
82753	48	100	31
85323	63	112	31
72654	62	73	33
30727	35	40	25
77873	62	45	33
117478	59	60	35
74007	47	62	42
90183	72	75	43
61542	24	31	30
101494	82	77	33
27570	28	34	13
55813	60	46	32
79215	90	99	36
1423	2	17	0
55461	47	66	28
31081	30	30	14
22996	27	76	17
83122	74	146	32
70106	75	67	30
60578	41	56	35
39992	49	107	20
79892	42	58	28
49810	31	34	28
71570	32	61	39
100708	101	119	34
33032	22	42	26
82875	51	66	39
139077	77	89	39
71595	42	44	33
72260	47	66	28
5950	7	24	4
115762	91	259	39
32551	18	17	18
31701	28	64	14
80670	61	41	29
143558	68	68	44
117105	95	168	21
23789	29	43	16
120733	65	132	28
105195	71	105	35
73107	57	71	28
132068	87	112	38
149193	66	94	23
46821	49	82	36
87011	58	70	32
95260	55	57	29
55183	48	53	25
106671	40	103	27
73511	52	121	36
92945	52	62	28
78664	33	52	23
70054	51	52	40
22618	20	32	23
74011	54	62	40
83737	47	45	28
69094	40	46	34
93133	77	63	33
95536	68	75	28
225920	51	88	34
62133	38	46	30
61370	42	53	33
43836	33	37	22
106117	96	90	38
38692	40	63	26
84651	54	78	35
56622	22	25	8
15986	34	45	24
95364	36	46	29
26706	31	41	20
89691	80	144	29
67267	67	82	45
126846	41	91	37
41140	57	71	33
102860	51	63	33
51715	39	53	25
55801	61	62	32
111813	68	63	29
120293	45	32	28
138599	51	39	28
161647	64	62	31
115929	74	117	52
24266	24	34	21
162901	86	92	24
109825	63	93	41
129838	65	54	33
37510	40	144	32
43750	12	14	19
40652	43	61	20
87771	46	109	31
85872	56	38	31
89275	65	73	32
44418	61	75	18
192565	28	50	23
35232	26	61	17
40909	37	55	20
13294	17	77	12
32387	35	75	17
140867	28	72	30
120662	62	50	31
21233	23	32	10
44332	28	53	13
61056	28	42	22
101338	68	71	42
1168	6	10	1
13497	12	35	9
65567	42	65	32
25162	17	25	11
32334	28	66	25
40735	37	41	36
91413	88	86	31
855	6	16	0
97068	58	42	24
44339	6	19	13
14116	9	19	8
10288	13	45	13
65622	37	65	19
16563	25	35	18
76643	68	95	33
110681	51	49	40
29011	22	37	22
92696	36	64	38
94785	27	38	24
8773	11	34	8
83209	42	32	35
93815	76	65	43
86687	48	52	43
34553	30	62	14
105547	91	65	41
103487	70	83	38
213688	98	95	45
71220	44	29	31
23517	27	18	13
56926	24	33	28
91721	64	247	31
115168	98	139	40
111194	23	29	30
51009	33	118	16
135777	90	110	37
51513	36	67	30
74163	57	42	35
51633	46	65	32
75345	39	94	27
33416	32	64	20
83305	69	81	18
98952	83	95	31
102372	54	67	31
37238	48	63	21
103772	71	83	39
123969	29	45	41
27142	38	30	13
135400	55	70	32
21399	26	32	18
130115	62	83	39
24874	38	31	14
34988	21	67	7
45549	23	66	17
6023	4	10	0
64466	50	70	30
54990	76	103	37
1644	2	5	0
6179	13	20	5
3926	5	5	1
32755	37	36	16
34777	26	34	32
73224	42	48	24
27114	27	40	17
20760	22	43	11
37636	16	31	24
65461	39	42	22
30080	33	46	12
24094	20	33	19
69008	18	18	13
54968	28	55	17
46090	20	35	15
27507	21	59	16
10672	14	19	24
34029	38	66	15
46300	30	60	17
24760	25	36	18
18779	12	25	20
21280	22	47	16
40662	50	54	16
28987	37	53	18
22827	34	40	22
18513	26	40	8
30594	34	39	17
24006	15	14	18
27913	23	45	16
42744	16	36	23
12934	15	28	22
22574	17	44	13
41385	16	30	13
18653	18	22	16
18472	22	17	16
30976	21	31	20
63339	29	55	22
25568	27	54	17
33747	19	21	18
4154	9	14	17
19474	38	81	12
35130	20	35	7
39067	18	43	17
13310	17	46	14
65892	21	30	23
4143	9	23	17
28579	23	38	14
51776	24	54	15
21152	14	20	17
38084	18	53	21
27717	16	45	18
32928	44	39	18
11342	13	20	17
19499	20	24	17
16380	11	31	16
36874	26	35	15
48259	39	151	21
16734	14	52	16
28207	14	30	14
30143	20	31	15
41369	24	29	17
45833	28	57	15
29156	24	40	15
35944	24	44	10
36278	10	25	6
45588	42	77	22
45097	28	35	21
3895	5	11	1
28394	28	63	18
18632	24	44	17
2325	9	19	4
25139	9	13	10
27975	25	42	16
14483	17	38	16
13127	11	29	9
5839	8	20	16
24069	21	27	17
3738	10	20	7
18625	15	19	15
36341	14	37	14
24548	23	26	14
21792	18	42	18
26263	16	49	12
23686	33	30	16
49303	21	49	21
25659	29	67	19
28904	20	28	16
2781	12	19	1
29236	29	49	16
19546	17	27	10
22818	19	30	19
32689	15	22	12
5752	5	12	2
22197	24	31	14
20055	23	20	17
25272	22	20	19
82206	25	39	14
32073	25	29	11
5444	11	16	4
20154	18	27	16
36944	14	21	20
8019	16	19	12
30884	17	35	15
19540	20	14	16




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time16 seconds
R Server'Herman Ole Andreas Wold' @ wold.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 & 16 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=198216&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]16 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=198216&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=198216&T=0

As an alternative you can also use a QR Code:  

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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time16 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net







Multiple Linear Regression - Estimated Regression Equation
TotSize[t] = -7762.05900799014 + 789.308794180825TimeInRfc[t] -1.30961423118425Logins[t] + 1511.61998899767CompReviewed[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
TotSize[t] =  -7762.05900799014 +  789.308794180825TimeInRfc[t] -1.30961423118425Logins[t] +  1511.61998899767CompReviewed[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=198216&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]TotSize[t] =  -7762.05900799014 +  789.308794180825TimeInRfc[t] -1.30961423118425Logins[t] +  1511.61998899767CompReviewed[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=198216&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=198216&T=1

As an alternative you can also use a QR Code:  

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

Multiple Linear Regression - Estimated Regression Equation
TotSize[t] = -7762.05900799014 + 789.308794180825TimeInRfc[t] -1.30961423118425Logins[t] + 1511.61998899767CompReviewed[t] + e[t]







Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STATH0: parameter = 02-tail p-value1-tail p-value
(Intercept)-7762.059007990143647.192387-2.12820.0341760.017088
TimeInRfc789.308794180825117.717846.705100
Logins-1.3096142311842562.086194-0.02110.9831860.491593
CompReviewed1511.61998899767212.4384817.115600

\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) & -7762.05900799014 & 3647.192387 & -2.1282 & 0.034176 & 0.017088 \tabularnewline
TimeInRfc & 789.308794180825 & 117.71784 & 6.7051 & 0 & 0 \tabularnewline
Logins & -1.30961423118425 & 62.086194 & -0.0211 & 0.983186 & 0.491593 \tabularnewline
CompReviewed & 1511.61998899767 & 212.438481 & 7.1156 & 0 & 0 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=198216&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]-7762.05900799014[/C][C]3647.192387[/C][C]-2.1282[/C][C]0.034176[/C][C]0.017088[/C][/ROW]
[ROW][C]TimeInRfc[/C][C]789.308794180825[/C][C]117.71784[/C][C]6.7051[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]Logins[/C][C]-1.30961423118425[/C][C]62.086194[/C][C]-0.0211[/C][C]0.983186[/C][C]0.491593[/C][/ROW]
[ROW][C]CompReviewed[/C][C]1511.61998899767[/C][C]212.438481[/C][C]7.1156[/C][C]0[/C][C]0[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=198216&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=198216&T=2

As an alternative you can also use a QR Code:  

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

Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STATH0: parameter = 02-tail p-value1-tail p-value
(Intercept)-7762.059007990143647.192387-2.12820.0341760.017088
TimeInRfc789.308794180825117.717846.705100
Logins-1.3096142311842562.086194-0.02110.9831860.491593
CompReviewed1511.61998899767212.4384817.115600







Multiple Linear Regression - Regression Statistics
Multiple R0.790070243420921
R-squared0.624210989539194
Adjusted R-squared0.62025531574487
F-TEST (value)157.801432068244
F-TEST (DF numerator)3
F-TEST (DF denominator)285
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation24910.9184181461
Sum Squared Residuals176857849084.126

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.790070243420921 \tabularnewline
R-squared & 0.624210989539194 \tabularnewline
Adjusted R-squared & 0.62025531574487 \tabularnewline
F-TEST (value) & 157.801432068244 \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 & 24910.9184181461 \tabularnewline
Sum Squared Residuals & 176857849084.126 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=198216&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.790070243420921[/C][/ROW]
[ROW][C]R-squared[/C][C]0.624210989539194[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.62025531574487[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]157.801432068244[/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]24910.9184181461[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]176857849084.126[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=198216&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=198216&T=3

As an alternative you can also use a QR Code:  

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

Multiple Linear Regression - Regression Statistics
Multiple R0.790070243420921
R-squared0.624210989539194
Adjusted R-squared0.62025531574487
F-TEST (value)157.801432068244
F-TEST (DF numerator)3
F-TEST (DF denominator)285
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation24910.9184181461
Sum Squared Residuals176857849084.126







Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolationForecastResidualsPrediction Error
111228584082.421121662228202.5788783378
28478661326.461289146223459.5387108538
38312388284.9123202976-5161.91232029764
410119376935.424704405724257.5752955943
53836152277.6951828592-13916.6951828592
66850443346.95226288225157.047737118
7119182114363.9971850314818.0028149692
82280726527.306885434-3720.30688543397
91714030883.9014114827-13743.9014114827
1011617463844.098241190952329.9017588091
115763566293.4279796404-8658.42797964038
1266198101663.873394436-35465.8733944361
137170196520.7965762425-24819.7965762426
145779366718.9372639152-8925.93726391524
1580444109454.396879065-29010.3968790648
165385583012.0257877136-29157.0257877136
1797668134120.191359572-36452.191359572
1813382488032.893935259945791.1060647401
1910148191036.69697336110444.303026639
209964556945.24073434942699.759265651
2111478990777.666601949824011.3333980502
229905293938.83062136675113.16937863335
2367654113261.96383596-45607.9638359602
246555363925.50159709791627.4984029021
259750080343.16137836217156.838621638
266911282188.667023522-13076.667023522
278275376854.02134849875898.97865150132
288532388677.9378904368-3354.93789043684
297265490962.9440292675-18308.9440292675
303072757601.863944033-26874.863944033
317787390999.6132277407-13126.6132277407
3211747891635.282609725825842.7173902742
337400792742.2977740772-18735.2977740772
3490183113969.61263259-23786.6126325901
356154256489.35368111295052.64631888707
36101494106743.881455959-5249.88145595928
372757033945.1202021823-6375.12020218235
385581387908.0660361502-32095.0660361502
3979215117564.400263313-38349.4002633128
401423-6205.704861558627628.70486155862
415546171574.3794711851-16113.3794711851
423108137040.5962364664-5959.5962364664
432299639147.2875662825-16151.2875662825
448312298827.4277315633-15705.4277315633
457010696696.9560720124-26590.9560720124
466057877432.9627713957-16854.9627713957
473999261006.3429640869-21014.3429640869
487989267638.312414130512253.6875858695
494981058987.3464196898-9177.34641968982
507157076369.115508603-4799.115508603
51100708123197.364736683-22489.3647366829
523303248849.8503802176-15817.8503802176
538287591359.4345268827-8484.43452688275
54139077111851.34204826727225.6579517331
557159575214.7469583554-3619.74695835538
567226071574.3794711851685.620528814878
5759503778.151765717882171.84823428212
58115762122679.030747497-6917.03074749718
593255133632.3956472926-1081.39564729257
603170135417.4517642445-3716.45176424449
618067084169.0629344939-3499.06293449394
62143558112333.16474448331224.8352555173
6311710598746.281017300218358.7189826998
642378939257.5024352755-15468.5024352755
6512073385695.503227181835037.4967728182
66105195101048.0554994924146.94450050761
677310779460.9193418374-6353.91934183745
68132068118202.6888737613865.3111262397
6914919378976.477417159370216.5225828407
704682185225.0031438291-38404.0031438292
718701186298.0177062401712.982293759878
729526079412.2563417115847.74365829
735518367845.8532833783-12662.8532833783
7410667164489.142196367942181.8578036321
757351187541.8545713554-14030.8545713554
769294575526.16189901417418.838100986
777866452984.291006901825679.7089930982
787005492889.389115117-22835.389115117
792261842749.4689671748-20131.4689671748
807401195244.2193553476-21233.2193553476
818373771601.8813700412135.11862996
826909475145.130130529-6051.13013052903
8393133102815.672084292-9682.67208429174
849553688138.07762090187397.92237909822
8522592083772.5230688083142147.476931192
866213367520.0325861767-5387.03258617672
876137075202.9604302747-13832.9604302747
884383651492.3152313719-7656.31523137192
89106117125335.279534474-19218.2795344738
903869263029.9067766176-24337.9067766176
918465187665.1655826604-3014.16558266035
925662221662.954020189734959.0459798103
931598655294.3870896986-39308.3870896986
949536464429.795008817430934.2049911826
952670646885.2192080902-20179.2192080902
968969199031.0397581176-9340.03975811763
9767267113037.141340063-45770.141340063
9812684680410.366251299646435.6337487004
994114087019.0192868258-45879.0192868258
10010286082293.643435590320566.3565644097
1015171560742.0741357509-9027.07413575092
1025580188676.4210026321-32875.4210026321
10311181389665.412980673722147.5870193263
10412029370040.288766683750252.7112333163
10513859974766.974232150463832.0257678496
10616164789532.727396176972114.2726038231
107115929129097.806324221-13168.806324221
1082426642880.8449374404-18614.8449374404
10916290196276.892518235866624.1074817642
110109825103819.0204508066005.97954919399
11112983893355.753082202536482.2469177975
1123751071993.5479578776-34483.5479578776
1134375030412.091713898813337.9082861012
1144065256330.7324536364-15678.7324536364
1158777175263.617232056412507.3827679436
1168587283249.68778427872622.3122157213
1178927591819.2504228123-2544.25042281234
1184441867496.7161716593-23078.7161716593
11919256549040.3662644601143524.63373554
1203523238377.6229855694-3145.6229855694
1214090951602.7373739386-10693.7373739386
1221329423694.7900652547-10400.7900652547
1233238745463.0675339602-13076.0675339602
12414086759592.894674357781274.1053256423
12512066287969.825178589432692.1748214106
1262123325466.3354927476-4233.3354927476
1274433233920.237531789910411.7624682101
1286105647539.223189311913516.7768106881
129101338109305.995923794-7967.99592379385
1301168-1527.682396219372695.68239621937
1311349715268.3899250673-1771.38992506731
1326556773675.6250705029-8108.62507050285
1332516222251.27001627862910.7299837214
1343233452042.6524147564-19708.6524147565
1354073575806.9917971378-35071.9917971378
13691413108444.707714968-17031.7077149682
137855-3047.160070604143902.16007060414
1389706874241.726992731922826.2730072681
1394433916599.97094367227739.029056328
1401411611409.79738122612706.20261877389
1411028822091.082532927-11803.082532927
1426562250078.021242629115543.9787573709
1431656339133.984150397-22570.984150397
1447664395669.9852812664-19026.9852812664
14511068192893.317957810517787.6820421895
1462901142809.9184953829-13798.9184953829
1479269678010.801853635114685.1981463649
1489478549778.392830051145006.6071699489
149877312968.77075612-4195.77075612
1508320978253.70230712494955.29769287507
15193815117139.943951625-23324.9439516252
1528668795056.3226995675-8369.32269956752
1533455336998.6885810685-2445.68858106851
154105547125956.335886342-20409.3358863423
155103487104822.418185391-1335.41818539062
156213688137488.68897466376199.3110253369
1577122073789.7687821895-2569.76878218946
1582351733176.7652357005-9659.76523570048
1595692653463.49447465523462.50552534477
1609172189290.44876340782430.55123659221
161115168129872.966003503-14704.9660035027
16211119455702.664115394555491.3358846055
1635100942316.516544668692.48345534
164135777119061.61449576716715.3855042325
1655151365913.9130989602-14400.9130989602
1667416390080.2380775255-15917.2380775255
1675163376832.8602472261-25199.8602472261
1687534563711.619930267711633.3800697323
1693341647644.4068749538-14228.4068749538
1708330573803.32883971889501.67116028116
17198952104486.377215983-5534.37721598346
17210237281633.091383212720738.9086167873
1733723861786.2771850758-24548.2771850758
174103772107123.346968569-3351.34696856911
17512396977045.382931754846923.6170682452
1762714241843.4466009153-14701.4466009153
17713540083930.091323697651469.9086763024
1782139939927.2217872714-18528.2217872714
179130115100019.56782094230095.4321790583
1802487443353.7569756818-18479.7569756818
1813498819307.021439301515680.9785606985
1824554936003.1485318719545.851468129
1836023-4617.9199735786810640.9199735787
1846446676960.3073747982-12494.3073747982
18554990108020.458676854-53030.4586768542
1861644-6189.989490784417833.98949078441
187617910030.8629767252-3851.86297672523
1883926-2310.443119244286236.44311924428
1893275545581.1400883404-12826.1400883404
1903477761087.2824047764-26310.2824047764
1917322461604.928600451611619.0713995484
1922711439194.4336786051-12080.4336786051
1932076026174.2409310214-5414.24093102141
1943763641105.1633936803-3469.16339368035
1956546156221.61992530099239.38007469905
1963008036364.3288133146-6284.3288133146
1972409436701.6793969529-12607.6793969529
1986900826072.98608807342935.013911927
1995496839964.098259318215003.9017406818
2004609030652.580212499915437.4197875001
2012750732922.07825413-5415.07825412998
2021067239542.2611760929-28870.2611760929
2033402944819.540466588-10790.540466588
2044630041536.16777652394763.83222347612
2052476039132.6745361658-14372.6745361658
2061877931909.3059463535-13130.3059463535
2072128033727.102419085-12447.102419085
2084066255818.5813565298-15156.5813565298
2092898748582.1166244056-19595.1166244056
2102282752277.6951828592-29450.6951828592
2111851324800.5449834453-6287.54498344527
2123059444720.904852102-14126.904852102
2132400631268.3981074437-7262.39810744365
2142791334519.0304417282-6606.0304417282
2154274439586.99533352683157.00466647324
2161293437296.5434641977-24362.5434641977
2172257425249.6273238814-2675.62732388144
2184138524478.653128937216906.3468710628
2191865330602.6075981413-11949.6075981413
2201847233766.3908460205-15294.3908460205
2213097639005.2274085938-8029.2274085938
2226333948311.506998487315027.4930015127
2232556839176.0990793685-13608.0990793685
2243374734416.4659845487-669.46598454866
225415425020.925353361-20866.925353361
2261947440265.0362861273-20791.0362861273
2273513018559.620300518616570.3796994814
2283906732086.72568828416980.27431171588
2291331026758.6280844167-13448.6280844167
2306589243541.39698981822350.603010182
231414325009.1388252804-20866.1388252804
2322857931504.9577633512-2925.95776335116
2335177633784.932718830717991.0672811693
2342115228959.6116388781-7807.61163887806
2353808438120.1095019629-36.1095019629387
2362771732017.1088604578-4300.10886045777
2373292854125.612782908-21197.612782908
2381134228170.3028446972-16828.3028446972
2391949933690.2259470383-14191.2259470383
2401638025065.6595107949-8685.65951079489
2413687435388.43297758491485.56702241515
2424825954567.2519851042-6308.2519851042
2431673427406.0839944825-10672.0839944825
2442820724411.65552957323795.34447042679
2453014330657.8186694246-514.818669424642
2464136936840.91305260564528.08694739436
2474583336938.23905286048894.76094713956
2482915633803.2673180673-4647.26731806728
2493594426239.92891615429704.07108384579
250362789168.008512024527109.9914879755
2514558858543.709809752-12955.709809752
2524509746036.7704999325-939.7704999325
2533895-2318.300804631386213.30080463138
2542839441465.2413344663-13071.2413344663
2551863236821.2688391379-18189.2688391379
25623255363.31742523545-3038.31742523545
2572513914440.895044608610698.1049553914
2582797536101.5768727834-8126.5768727834
2591448329792.3449762615-15309.3449762615
2601312714486.9388162736-1359.93881627359
261583922712.1388847954-16873.1388847954
2622406934475.6058985255-10406.6058985255
263373810686.1765721781-6948.17657217809
2641862526726.9900692947-8101.99006929473
2653634124402.488229954911938.5117700451
2662454831520.6731341254-6972.67313412537
2672179233599.655291513-11807.655291513
2682626322942.1504695473320.84953045297
2692368642431.7625970042-18745.7625970042
2704930340493.27434143028809.72565856985
2712565943760.9316607201-18101.9316607201
2722890432173.3675011159-3269.36750111586
27327813196.38384078493-415.383840784929
2742923639249.6447498884-10013.6447498884
2751954620737.0307988186-1191.03079881857
2762281835916.2994454657-13098.2994454657
2773268922188.201259608210500.7987403918
2785752-807.9904298648966559.9904298649
2792219732303.4338571503-10106.4338571503
2802005536063.3907865055-16008.3907865055
2812527238297.32197032-13025.32197032
2828220633082.265737481649123.7342625184
2833207328560.50191280053512.49808719954
28454446945.86385629065-1501.86385629065
2852015430596.0595269854-10442.0595269854
2863694433493.16199163993450.83800836013
287801922981.4388964825-14962.4388964826
2883088428284.65382995742599.34617004257
2891954032191.7021003524-12651.7021003524

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 112285 & 84082.4211216622 & 28202.5788783378 \tabularnewline
2 & 84786 & 61326.4612891462 & 23459.5387108538 \tabularnewline
3 & 83123 & 88284.9123202976 & -5161.91232029764 \tabularnewline
4 & 101193 & 76935.4247044057 & 24257.5752955943 \tabularnewline
5 & 38361 & 52277.6951828592 & -13916.6951828592 \tabularnewline
6 & 68504 & 43346.952262882 & 25157.047737118 \tabularnewline
7 & 119182 & 114363.997185031 & 4818.0028149692 \tabularnewline
8 & 22807 & 26527.306885434 & -3720.30688543397 \tabularnewline
9 & 17140 & 30883.9014114827 & -13743.9014114827 \tabularnewline
10 & 116174 & 63844.0982411909 & 52329.9017588091 \tabularnewline
11 & 57635 & 66293.4279796404 & -8658.42797964038 \tabularnewline
12 & 66198 & 101663.873394436 & -35465.8733944361 \tabularnewline
13 & 71701 & 96520.7965762425 & -24819.7965762426 \tabularnewline
14 & 57793 & 66718.9372639152 & -8925.93726391524 \tabularnewline
15 & 80444 & 109454.396879065 & -29010.3968790648 \tabularnewline
16 & 53855 & 83012.0257877136 & -29157.0257877136 \tabularnewline
17 & 97668 & 134120.191359572 & -36452.191359572 \tabularnewline
18 & 133824 & 88032.8939352599 & 45791.1060647401 \tabularnewline
19 & 101481 & 91036.696973361 & 10444.303026639 \tabularnewline
20 & 99645 & 56945.240734349 & 42699.759265651 \tabularnewline
21 & 114789 & 90777.6666019498 & 24011.3333980502 \tabularnewline
22 & 99052 & 93938.8306213667 & 5113.16937863335 \tabularnewline
23 & 67654 & 113261.96383596 & -45607.9638359602 \tabularnewline
24 & 65553 & 63925.5015970979 & 1627.4984029021 \tabularnewline
25 & 97500 & 80343.161378362 & 17156.838621638 \tabularnewline
26 & 69112 & 82188.667023522 & -13076.667023522 \tabularnewline
27 & 82753 & 76854.0213484987 & 5898.97865150132 \tabularnewline
28 & 85323 & 88677.9378904368 & -3354.93789043684 \tabularnewline
29 & 72654 & 90962.9440292675 & -18308.9440292675 \tabularnewline
30 & 30727 & 57601.863944033 & -26874.863944033 \tabularnewline
31 & 77873 & 90999.6132277407 & -13126.6132277407 \tabularnewline
32 & 117478 & 91635.2826097258 & 25842.7173902742 \tabularnewline
33 & 74007 & 92742.2977740772 & -18735.2977740772 \tabularnewline
34 & 90183 & 113969.61263259 & -23786.6126325901 \tabularnewline
35 & 61542 & 56489.3536811129 & 5052.64631888707 \tabularnewline
36 & 101494 & 106743.881455959 & -5249.88145595928 \tabularnewline
37 & 27570 & 33945.1202021823 & -6375.12020218235 \tabularnewline
38 & 55813 & 87908.0660361502 & -32095.0660361502 \tabularnewline
39 & 79215 & 117564.400263313 & -38349.4002633128 \tabularnewline
40 & 1423 & -6205.70486155862 & 7628.70486155862 \tabularnewline
41 & 55461 & 71574.3794711851 & -16113.3794711851 \tabularnewline
42 & 31081 & 37040.5962364664 & -5959.5962364664 \tabularnewline
43 & 22996 & 39147.2875662825 & -16151.2875662825 \tabularnewline
44 & 83122 & 98827.4277315633 & -15705.4277315633 \tabularnewline
45 & 70106 & 96696.9560720124 & -26590.9560720124 \tabularnewline
46 & 60578 & 77432.9627713957 & -16854.9627713957 \tabularnewline
47 & 39992 & 61006.3429640869 & -21014.3429640869 \tabularnewline
48 & 79892 & 67638.3124141305 & 12253.6875858695 \tabularnewline
49 & 49810 & 58987.3464196898 & -9177.34641968982 \tabularnewline
50 & 71570 & 76369.115508603 & -4799.115508603 \tabularnewline
51 & 100708 & 123197.364736683 & -22489.3647366829 \tabularnewline
52 & 33032 & 48849.8503802176 & -15817.8503802176 \tabularnewline
53 & 82875 & 91359.4345268827 & -8484.43452688275 \tabularnewline
54 & 139077 & 111851.342048267 & 27225.6579517331 \tabularnewline
55 & 71595 & 75214.7469583554 & -3619.74695835538 \tabularnewline
56 & 72260 & 71574.3794711851 & 685.620528814878 \tabularnewline
57 & 5950 & 3778.15176571788 & 2171.84823428212 \tabularnewline
58 & 115762 & 122679.030747497 & -6917.03074749718 \tabularnewline
59 & 32551 & 33632.3956472926 & -1081.39564729257 \tabularnewline
60 & 31701 & 35417.4517642445 & -3716.45176424449 \tabularnewline
61 & 80670 & 84169.0629344939 & -3499.06293449394 \tabularnewline
62 & 143558 & 112333.164744483 & 31224.8352555173 \tabularnewline
63 & 117105 & 98746.2810173002 & 18358.7189826998 \tabularnewline
64 & 23789 & 39257.5024352755 & -15468.5024352755 \tabularnewline
65 & 120733 & 85695.5032271818 & 35037.4967728182 \tabularnewline
66 & 105195 & 101048.055499492 & 4146.94450050761 \tabularnewline
67 & 73107 & 79460.9193418374 & -6353.91934183745 \tabularnewline
68 & 132068 & 118202.68887376 & 13865.3111262397 \tabularnewline
69 & 149193 & 78976.4774171593 & 70216.5225828407 \tabularnewline
70 & 46821 & 85225.0031438291 & -38404.0031438292 \tabularnewline
71 & 87011 & 86298.0177062401 & 712.982293759878 \tabularnewline
72 & 95260 & 79412.25634171 & 15847.74365829 \tabularnewline
73 & 55183 & 67845.8532833783 & -12662.8532833783 \tabularnewline
74 & 106671 & 64489.1421963679 & 42181.8578036321 \tabularnewline
75 & 73511 & 87541.8545713554 & -14030.8545713554 \tabularnewline
76 & 92945 & 75526.161899014 & 17418.838100986 \tabularnewline
77 & 78664 & 52984.2910069018 & 25679.7089930982 \tabularnewline
78 & 70054 & 92889.389115117 & -22835.389115117 \tabularnewline
79 & 22618 & 42749.4689671748 & -20131.4689671748 \tabularnewline
80 & 74011 & 95244.2193553476 & -21233.2193553476 \tabularnewline
81 & 83737 & 71601.88137004 & 12135.11862996 \tabularnewline
82 & 69094 & 75145.130130529 & -6051.13013052903 \tabularnewline
83 & 93133 & 102815.672084292 & -9682.67208429174 \tabularnewline
84 & 95536 & 88138.0776209018 & 7397.92237909822 \tabularnewline
85 & 225920 & 83772.5230688083 & 142147.476931192 \tabularnewline
86 & 62133 & 67520.0325861767 & -5387.03258617672 \tabularnewline
87 & 61370 & 75202.9604302747 & -13832.9604302747 \tabularnewline
88 & 43836 & 51492.3152313719 & -7656.31523137192 \tabularnewline
89 & 106117 & 125335.279534474 & -19218.2795344738 \tabularnewline
90 & 38692 & 63029.9067766176 & -24337.9067766176 \tabularnewline
91 & 84651 & 87665.1655826604 & -3014.16558266035 \tabularnewline
92 & 56622 & 21662.9540201897 & 34959.0459798103 \tabularnewline
93 & 15986 & 55294.3870896986 & -39308.3870896986 \tabularnewline
94 & 95364 & 64429.7950088174 & 30934.2049911826 \tabularnewline
95 & 26706 & 46885.2192080902 & -20179.2192080902 \tabularnewline
96 & 89691 & 99031.0397581176 & -9340.03975811763 \tabularnewline
97 & 67267 & 113037.141340063 & -45770.141340063 \tabularnewline
98 & 126846 & 80410.3662512996 & 46435.6337487004 \tabularnewline
99 & 41140 & 87019.0192868258 & -45879.0192868258 \tabularnewline
100 & 102860 & 82293.6434355903 & 20566.3565644097 \tabularnewline
101 & 51715 & 60742.0741357509 & -9027.07413575092 \tabularnewline
102 & 55801 & 88676.4210026321 & -32875.4210026321 \tabularnewline
103 & 111813 & 89665.4129806737 & 22147.5870193263 \tabularnewline
104 & 120293 & 70040.2887666837 & 50252.7112333163 \tabularnewline
105 & 138599 & 74766.9742321504 & 63832.0257678496 \tabularnewline
106 & 161647 & 89532.7273961769 & 72114.2726038231 \tabularnewline
107 & 115929 & 129097.806324221 & -13168.806324221 \tabularnewline
108 & 24266 & 42880.8449374404 & -18614.8449374404 \tabularnewline
109 & 162901 & 96276.8925182358 & 66624.1074817642 \tabularnewline
110 & 109825 & 103819.020450806 & 6005.97954919399 \tabularnewline
111 & 129838 & 93355.7530822025 & 36482.2469177975 \tabularnewline
112 & 37510 & 71993.5479578776 & -34483.5479578776 \tabularnewline
113 & 43750 & 30412.0917138988 & 13337.9082861012 \tabularnewline
114 & 40652 & 56330.7324536364 & -15678.7324536364 \tabularnewline
115 & 87771 & 75263.6172320564 & 12507.3827679436 \tabularnewline
116 & 85872 & 83249.6877842787 & 2622.3122157213 \tabularnewline
117 & 89275 & 91819.2504228123 & -2544.25042281234 \tabularnewline
118 & 44418 & 67496.7161716593 & -23078.7161716593 \tabularnewline
119 & 192565 & 49040.3662644601 & 143524.63373554 \tabularnewline
120 & 35232 & 38377.6229855694 & -3145.6229855694 \tabularnewline
121 & 40909 & 51602.7373739386 & -10693.7373739386 \tabularnewline
122 & 13294 & 23694.7900652547 & -10400.7900652547 \tabularnewline
123 & 32387 & 45463.0675339602 & -13076.0675339602 \tabularnewline
124 & 140867 & 59592.8946743577 & 81274.1053256423 \tabularnewline
125 & 120662 & 87969.8251785894 & 32692.1748214106 \tabularnewline
126 & 21233 & 25466.3354927476 & -4233.3354927476 \tabularnewline
127 & 44332 & 33920.2375317899 & 10411.7624682101 \tabularnewline
128 & 61056 & 47539.2231893119 & 13516.7768106881 \tabularnewline
129 & 101338 & 109305.995923794 & -7967.99592379385 \tabularnewline
130 & 1168 & -1527.68239621937 & 2695.68239621937 \tabularnewline
131 & 13497 & 15268.3899250673 & -1771.38992506731 \tabularnewline
132 & 65567 & 73675.6250705029 & -8108.62507050285 \tabularnewline
133 & 25162 & 22251.2700162786 & 2910.7299837214 \tabularnewline
134 & 32334 & 52042.6524147564 & -19708.6524147565 \tabularnewline
135 & 40735 & 75806.9917971378 & -35071.9917971378 \tabularnewline
136 & 91413 & 108444.707714968 & -17031.7077149682 \tabularnewline
137 & 855 & -3047.16007060414 & 3902.16007060414 \tabularnewline
138 & 97068 & 74241.7269927319 & 22826.2730072681 \tabularnewline
139 & 44339 & 16599.970943672 & 27739.029056328 \tabularnewline
140 & 14116 & 11409.7973812261 & 2706.20261877389 \tabularnewline
141 & 10288 & 22091.082532927 & -11803.082532927 \tabularnewline
142 & 65622 & 50078.0212426291 & 15543.9787573709 \tabularnewline
143 & 16563 & 39133.984150397 & -22570.984150397 \tabularnewline
144 & 76643 & 95669.9852812664 & -19026.9852812664 \tabularnewline
145 & 110681 & 92893.3179578105 & 17787.6820421895 \tabularnewline
146 & 29011 & 42809.9184953829 & -13798.9184953829 \tabularnewline
147 & 92696 & 78010.8018536351 & 14685.1981463649 \tabularnewline
148 & 94785 & 49778.3928300511 & 45006.6071699489 \tabularnewline
149 & 8773 & 12968.77075612 & -4195.77075612 \tabularnewline
150 & 83209 & 78253.7023071249 & 4955.29769287507 \tabularnewline
151 & 93815 & 117139.943951625 & -23324.9439516252 \tabularnewline
152 & 86687 & 95056.3226995675 & -8369.32269956752 \tabularnewline
153 & 34553 & 36998.6885810685 & -2445.68858106851 \tabularnewline
154 & 105547 & 125956.335886342 & -20409.3358863423 \tabularnewline
155 & 103487 & 104822.418185391 & -1335.41818539062 \tabularnewline
156 & 213688 & 137488.688974663 & 76199.3110253369 \tabularnewline
157 & 71220 & 73789.7687821895 & -2569.76878218946 \tabularnewline
158 & 23517 & 33176.7652357005 & -9659.76523570048 \tabularnewline
159 & 56926 & 53463.4944746552 & 3462.50552534477 \tabularnewline
160 & 91721 & 89290.4487634078 & 2430.55123659221 \tabularnewline
161 & 115168 & 129872.966003503 & -14704.9660035027 \tabularnewline
162 & 111194 & 55702.6641153945 & 55491.3358846055 \tabularnewline
163 & 51009 & 42316.51654466 & 8692.48345534 \tabularnewline
164 & 135777 & 119061.614495767 & 16715.3855042325 \tabularnewline
165 & 51513 & 65913.9130989602 & -14400.9130989602 \tabularnewline
166 & 74163 & 90080.2380775255 & -15917.2380775255 \tabularnewline
167 & 51633 & 76832.8602472261 & -25199.8602472261 \tabularnewline
168 & 75345 & 63711.6199302677 & 11633.3800697323 \tabularnewline
169 & 33416 & 47644.4068749538 & -14228.4068749538 \tabularnewline
170 & 83305 & 73803.3288397188 & 9501.67116028116 \tabularnewline
171 & 98952 & 104486.377215983 & -5534.37721598346 \tabularnewline
172 & 102372 & 81633.0913832127 & 20738.9086167873 \tabularnewline
173 & 37238 & 61786.2771850758 & -24548.2771850758 \tabularnewline
174 & 103772 & 107123.346968569 & -3351.34696856911 \tabularnewline
175 & 123969 & 77045.3829317548 & 46923.6170682452 \tabularnewline
176 & 27142 & 41843.4466009153 & -14701.4466009153 \tabularnewline
177 & 135400 & 83930.0913236976 & 51469.9086763024 \tabularnewline
178 & 21399 & 39927.2217872714 & -18528.2217872714 \tabularnewline
179 & 130115 & 100019.567820942 & 30095.4321790583 \tabularnewline
180 & 24874 & 43353.7569756818 & -18479.7569756818 \tabularnewline
181 & 34988 & 19307.0214393015 & 15680.9785606985 \tabularnewline
182 & 45549 & 36003.148531871 & 9545.851468129 \tabularnewline
183 & 6023 & -4617.91997357868 & 10640.9199735787 \tabularnewline
184 & 64466 & 76960.3073747982 & -12494.3073747982 \tabularnewline
185 & 54990 & 108020.458676854 & -53030.4586768542 \tabularnewline
186 & 1644 & -6189.98949078441 & 7833.98949078441 \tabularnewline
187 & 6179 & 10030.8629767252 & -3851.86297672523 \tabularnewline
188 & 3926 & -2310.44311924428 & 6236.44311924428 \tabularnewline
189 & 32755 & 45581.1400883404 & -12826.1400883404 \tabularnewline
190 & 34777 & 61087.2824047764 & -26310.2824047764 \tabularnewline
191 & 73224 & 61604.9286004516 & 11619.0713995484 \tabularnewline
192 & 27114 & 39194.4336786051 & -12080.4336786051 \tabularnewline
193 & 20760 & 26174.2409310214 & -5414.24093102141 \tabularnewline
194 & 37636 & 41105.1633936803 & -3469.16339368035 \tabularnewline
195 & 65461 & 56221.6199253009 & 9239.38007469905 \tabularnewline
196 & 30080 & 36364.3288133146 & -6284.3288133146 \tabularnewline
197 & 24094 & 36701.6793969529 & -12607.6793969529 \tabularnewline
198 & 69008 & 26072.986088073 & 42935.013911927 \tabularnewline
199 & 54968 & 39964.0982593182 & 15003.9017406818 \tabularnewline
200 & 46090 & 30652.5802124999 & 15437.4197875001 \tabularnewline
201 & 27507 & 32922.07825413 & -5415.07825412998 \tabularnewline
202 & 10672 & 39542.2611760929 & -28870.2611760929 \tabularnewline
203 & 34029 & 44819.540466588 & -10790.540466588 \tabularnewline
204 & 46300 & 41536.1677765239 & 4763.83222347612 \tabularnewline
205 & 24760 & 39132.6745361658 & -14372.6745361658 \tabularnewline
206 & 18779 & 31909.3059463535 & -13130.3059463535 \tabularnewline
207 & 21280 & 33727.102419085 & -12447.102419085 \tabularnewline
208 & 40662 & 55818.5813565298 & -15156.5813565298 \tabularnewline
209 & 28987 & 48582.1166244056 & -19595.1166244056 \tabularnewline
210 & 22827 & 52277.6951828592 & -29450.6951828592 \tabularnewline
211 & 18513 & 24800.5449834453 & -6287.54498344527 \tabularnewline
212 & 30594 & 44720.904852102 & -14126.904852102 \tabularnewline
213 & 24006 & 31268.3981074437 & -7262.39810744365 \tabularnewline
214 & 27913 & 34519.0304417282 & -6606.0304417282 \tabularnewline
215 & 42744 & 39586.9953335268 & 3157.00466647324 \tabularnewline
216 & 12934 & 37296.5434641977 & -24362.5434641977 \tabularnewline
217 & 22574 & 25249.6273238814 & -2675.62732388144 \tabularnewline
218 & 41385 & 24478.6531289372 & 16906.3468710628 \tabularnewline
219 & 18653 & 30602.6075981413 & -11949.6075981413 \tabularnewline
220 & 18472 & 33766.3908460205 & -15294.3908460205 \tabularnewline
221 & 30976 & 39005.2274085938 & -8029.2274085938 \tabularnewline
222 & 63339 & 48311.5069984873 & 15027.4930015127 \tabularnewline
223 & 25568 & 39176.0990793685 & -13608.0990793685 \tabularnewline
224 & 33747 & 34416.4659845487 & -669.46598454866 \tabularnewline
225 & 4154 & 25020.925353361 & -20866.925353361 \tabularnewline
226 & 19474 & 40265.0362861273 & -20791.0362861273 \tabularnewline
227 & 35130 & 18559.6203005186 & 16570.3796994814 \tabularnewline
228 & 39067 & 32086.7256882841 & 6980.27431171588 \tabularnewline
229 & 13310 & 26758.6280844167 & -13448.6280844167 \tabularnewline
230 & 65892 & 43541.396989818 & 22350.603010182 \tabularnewline
231 & 4143 & 25009.1388252804 & -20866.1388252804 \tabularnewline
232 & 28579 & 31504.9577633512 & -2925.95776335116 \tabularnewline
233 & 51776 & 33784.9327188307 & 17991.0672811693 \tabularnewline
234 & 21152 & 28959.6116388781 & -7807.61163887806 \tabularnewline
235 & 38084 & 38120.1095019629 & -36.1095019629387 \tabularnewline
236 & 27717 & 32017.1088604578 & -4300.10886045777 \tabularnewline
237 & 32928 & 54125.612782908 & -21197.612782908 \tabularnewline
238 & 11342 & 28170.3028446972 & -16828.3028446972 \tabularnewline
239 & 19499 & 33690.2259470383 & -14191.2259470383 \tabularnewline
240 & 16380 & 25065.6595107949 & -8685.65951079489 \tabularnewline
241 & 36874 & 35388.4329775849 & 1485.56702241515 \tabularnewline
242 & 48259 & 54567.2519851042 & -6308.2519851042 \tabularnewline
243 & 16734 & 27406.0839944825 & -10672.0839944825 \tabularnewline
244 & 28207 & 24411.6555295732 & 3795.34447042679 \tabularnewline
245 & 30143 & 30657.8186694246 & -514.818669424642 \tabularnewline
246 & 41369 & 36840.9130526056 & 4528.08694739436 \tabularnewline
247 & 45833 & 36938.2390528604 & 8894.76094713956 \tabularnewline
248 & 29156 & 33803.2673180673 & -4647.26731806728 \tabularnewline
249 & 35944 & 26239.9289161542 & 9704.07108384579 \tabularnewline
250 & 36278 & 9168.0085120245 & 27109.9914879755 \tabularnewline
251 & 45588 & 58543.709809752 & -12955.709809752 \tabularnewline
252 & 45097 & 46036.7704999325 & -939.7704999325 \tabularnewline
253 & 3895 & -2318.30080463138 & 6213.30080463138 \tabularnewline
254 & 28394 & 41465.2413344663 & -13071.2413344663 \tabularnewline
255 & 18632 & 36821.2688391379 & -18189.2688391379 \tabularnewline
256 & 2325 & 5363.31742523545 & -3038.31742523545 \tabularnewline
257 & 25139 & 14440.8950446086 & 10698.1049553914 \tabularnewline
258 & 27975 & 36101.5768727834 & -8126.5768727834 \tabularnewline
259 & 14483 & 29792.3449762615 & -15309.3449762615 \tabularnewline
260 & 13127 & 14486.9388162736 & -1359.93881627359 \tabularnewline
261 & 5839 & 22712.1388847954 & -16873.1388847954 \tabularnewline
262 & 24069 & 34475.6058985255 & -10406.6058985255 \tabularnewline
263 & 3738 & 10686.1765721781 & -6948.17657217809 \tabularnewline
264 & 18625 & 26726.9900692947 & -8101.99006929473 \tabularnewline
265 & 36341 & 24402.4882299549 & 11938.5117700451 \tabularnewline
266 & 24548 & 31520.6731341254 & -6972.67313412537 \tabularnewline
267 & 21792 & 33599.655291513 & -11807.655291513 \tabularnewline
268 & 26263 & 22942.150469547 & 3320.84953045297 \tabularnewline
269 & 23686 & 42431.7625970042 & -18745.7625970042 \tabularnewline
270 & 49303 & 40493.2743414302 & 8809.72565856985 \tabularnewline
271 & 25659 & 43760.9316607201 & -18101.9316607201 \tabularnewline
272 & 28904 & 32173.3675011159 & -3269.36750111586 \tabularnewline
273 & 2781 & 3196.38384078493 & -415.383840784929 \tabularnewline
274 & 29236 & 39249.6447498884 & -10013.6447498884 \tabularnewline
275 & 19546 & 20737.0307988186 & -1191.03079881857 \tabularnewline
276 & 22818 & 35916.2994454657 & -13098.2994454657 \tabularnewline
277 & 32689 & 22188.2012596082 & 10500.7987403918 \tabularnewline
278 & 5752 & -807.990429864896 & 6559.9904298649 \tabularnewline
279 & 22197 & 32303.4338571503 & -10106.4338571503 \tabularnewline
280 & 20055 & 36063.3907865055 & -16008.3907865055 \tabularnewline
281 & 25272 & 38297.32197032 & -13025.32197032 \tabularnewline
282 & 82206 & 33082.2657374816 & 49123.7342625184 \tabularnewline
283 & 32073 & 28560.5019128005 & 3512.49808719954 \tabularnewline
284 & 5444 & 6945.86385629065 & -1501.86385629065 \tabularnewline
285 & 20154 & 30596.0595269854 & -10442.0595269854 \tabularnewline
286 & 36944 & 33493.1619916399 & 3450.83800836013 \tabularnewline
287 & 8019 & 22981.4388964825 & -14962.4388964826 \tabularnewline
288 & 30884 & 28284.6538299574 & 2599.34617004257 \tabularnewline
289 & 19540 & 32191.7021003524 & -12651.7021003524 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=198216&T=4

[TABLE]
[ROW][C]Multiple Linear Regression - Actuals, Interpolation, and Residuals[/C][/ROW]
[ROW][C]Time or Index[/C][C]Actuals[/C][C]InterpolationForecast[/C][C]ResidualsPrediction Error[/C][/ROW]
[ROW][C]1[/C][C]112285[/C][C]84082.4211216622[/C][C]28202.5788783378[/C][/ROW]
[ROW][C]2[/C][C]84786[/C][C]61326.4612891462[/C][C]23459.5387108538[/C][/ROW]
[ROW][C]3[/C][C]83123[/C][C]88284.9123202976[/C][C]-5161.91232029764[/C][/ROW]
[ROW][C]4[/C][C]101193[/C][C]76935.4247044057[/C][C]24257.5752955943[/C][/ROW]
[ROW][C]5[/C][C]38361[/C][C]52277.6951828592[/C][C]-13916.6951828592[/C][/ROW]
[ROW][C]6[/C][C]68504[/C][C]43346.952262882[/C][C]25157.047737118[/C][/ROW]
[ROW][C]7[/C][C]119182[/C][C]114363.997185031[/C][C]4818.0028149692[/C][/ROW]
[ROW][C]8[/C][C]22807[/C][C]26527.306885434[/C][C]-3720.30688543397[/C][/ROW]
[ROW][C]9[/C][C]17140[/C][C]30883.9014114827[/C][C]-13743.9014114827[/C][/ROW]
[ROW][C]10[/C][C]116174[/C][C]63844.0982411909[/C][C]52329.9017588091[/C][/ROW]
[ROW][C]11[/C][C]57635[/C][C]66293.4279796404[/C][C]-8658.42797964038[/C][/ROW]
[ROW][C]12[/C][C]66198[/C][C]101663.873394436[/C][C]-35465.8733944361[/C][/ROW]
[ROW][C]13[/C][C]71701[/C][C]96520.7965762425[/C][C]-24819.7965762426[/C][/ROW]
[ROW][C]14[/C][C]57793[/C][C]66718.9372639152[/C][C]-8925.93726391524[/C][/ROW]
[ROW][C]15[/C][C]80444[/C][C]109454.396879065[/C][C]-29010.3968790648[/C][/ROW]
[ROW][C]16[/C][C]53855[/C][C]83012.0257877136[/C][C]-29157.0257877136[/C][/ROW]
[ROW][C]17[/C][C]97668[/C][C]134120.191359572[/C][C]-36452.191359572[/C][/ROW]
[ROW][C]18[/C][C]133824[/C][C]88032.8939352599[/C][C]45791.1060647401[/C][/ROW]
[ROW][C]19[/C][C]101481[/C][C]91036.696973361[/C][C]10444.303026639[/C][/ROW]
[ROW][C]20[/C][C]99645[/C][C]56945.240734349[/C][C]42699.759265651[/C][/ROW]
[ROW][C]21[/C][C]114789[/C][C]90777.6666019498[/C][C]24011.3333980502[/C][/ROW]
[ROW][C]22[/C][C]99052[/C][C]93938.8306213667[/C][C]5113.16937863335[/C][/ROW]
[ROW][C]23[/C][C]67654[/C][C]113261.96383596[/C][C]-45607.9638359602[/C][/ROW]
[ROW][C]24[/C][C]65553[/C][C]63925.5015970979[/C][C]1627.4984029021[/C][/ROW]
[ROW][C]25[/C][C]97500[/C][C]80343.161378362[/C][C]17156.838621638[/C][/ROW]
[ROW][C]26[/C][C]69112[/C][C]82188.667023522[/C][C]-13076.667023522[/C][/ROW]
[ROW][C]27[/C][C]82753[/C][C]76854.0213484987[/C][C]5898.97865150132[/C][/ROW]
[ROW][C]28[/C][C]85323[/C][C]88677.9378904368[/C][C]-3354.93789043684[/C][/ROW]
[ROW][C]29[/C][C]72654[/C][C]90962.9440292675[/C][C]-18308.9440292675[/C][/ROW]
[ROW][C]30[/C][C]30727[/C][C]57601.863944033[/C][C]-26874.863944033[/C][/ROW]
[ROW][C]31[/C][C]77873[/C][C]90999.6132277407[/C][C]-13126.6132277407[/C][/ROW]
[ROW][C]32[/C][C]117478[/C][C]91635.2826097258[/C][C]25842.7173902742[/C][/ROW]
[ROW][C]33[/C][C]74007[/C][C]92742.2977740772[/C][C]-18735.2977740772[/C][/ROW]
[ROW][C]34[/C][C]90183[/C][C]113969.61263259[/C][C]-23786.6126325901[/C][/ROW]
[ROW][C]35[/C][C]61542[/C][C]56489.3536811129[/C][C]5052.64631888707[/C][/ROW]
[ROW][C]36[/C][C]101494[/C][C]106743.881455959[/C][C]-5249.88145595928[/C][/ROW]
[ROW][C]37[/C][C]27570[/C][C]33945.1202021823[/C][C]-6375.12020218235[/C][/ROW]
[ROW][C]38[/C][C]55813[/C][C]87908.0660361502[/C][C]-32095.0660361502[/C][/ROW]
[ROW][C]39[/C][C]79215[/C][C]117564.400263313[/C][C]-38349.4002633128[/C][/ROW]
[ROW][C]40[/C][C]1423[/C][C]-6205.70486155862[/C][C]7628.70486155862[/C][/ROW]
[ROW][C]41[/C][C]55461[/C][C]71574.3794711851[/C][C]-16113.3794711851[/C][/ROW]
[ROW][C]42[/C][C]31081[/C][C]37040.5962364664[/C][C]-5959.5962364664[/C][/ROW]
[ROW][C]43[/C][C]22996[/C][C]39147.2875662825[/C][C]-16151.2875662825[/C][/ROW]
[ROW][C]44[/C][C]83122[/C][C]98827.4277315633[/C][C]-15705.4277315633[/C][/ROW]
[ROW][C]45[/C][C]70106[/C][C]96696.9560720124[/C][C]-26590.9560720124[/C][/ROW]
[ROW][C]46[/C][C]60578[/C][C]77432.9627713957[/C][C]-16854.9627713957[/C][/ROW]
[ROW][C]47[/C][C]39992[/C][C]61006.3429640869[/C][C]-21014.3429640869[/C][/ROW]
[ROW][C]48[/C][C]79892[/C][C]67638.3124141305[/C][C]12253.6875858695[/C][/ROW]
[ROW][C]49[/C][C]49810[/C][C]58987.3464196898[/C][C]-9177.34641968982[/C][/ROW]
[ROW][C]50[/C][C]71570[/C][C]76369.115508603[/C][C]-4799.115508603[/C][/ROW]
[ROW][C]51[/C][C]100708[/C][C]123197.364736683[/C][C]-22489.3647366829[/C][/ROW]
[ROW][C]52[/C][C]33032[/C][C]48849.8503802176[/C][C]-15817.8503802176[/C][/ROW]
[ROW][C]53[/C][C]82875[/C][C]91359.4345268827[/C][C]-8484.43452688275[/C][/ROW]
[ROW][C]54[/C][C]139077[/C][C]111851.342048267[/C][C]27225.6579517331[/C][/ROW]
[ROW][C]55[/C][C]71595[/C][C]75214.7469583554[/C][C]-3619.74695835538[/C][/ROW]
[ROW][C]56[/C][C]72260[/C][C]71574.3794711851[/C][C]685.620528814878[/C][/ROW]
[ROW][C]57[/C][C]5950[/C][C]3778.15176571788[/C][C]2171.84823428212[/C][/ROW]
[ROW][C]58[/C][C]115762[/C][C]122679.030747497[/C][C]-6917.03074749718[/C][/ROW]
[ROW][C]59[/C][C]32551[/C][C]33632.3956472926[/C][C]-1081.39564729257[/C][/ROW]
[ROW][C]60[/C][C]31701[/C][C]35417.4517642445[/C][C]-3716.45176424449[/C][/ROW]
[ROW][C]61[/C][C]80670[/C][C]84169.0629344939[/C][C]-3499.06293449394[/C][/ROW]
[ROW][C]62[/C][C]143558[/C][C]112333.164744483[/C][C]31224.8352555173[/C][/ROW]
[ROW][C]63[/C][C]117105[/C][C]98746.2810173002[/C][C]18358.7189826998[/C][/ROW]
[ROW][C]64[/C][C]23789[/C][C]39257.5024352755[/C][C]-15468.5024352755[/C][/ROW]
[ROW][C]65[/C][C]120733[/C][C]85695.5032271818[/C][C]35037.4967728182[/C][/ROW]
[ROW][C]66[/C][C]105195[/C][C]101048.055499492[/C][C]4146.94450050761[/C][/ROW]
[ROW][C]67[/C][C]73107[/C][C]79460.9193418374[/C][C]-6353.91934183745[/C][/ROW]
[ROW][C]68[/C][C]132068[/C][C]118202.68887376[/C][C]13865.3111262397[/C][/ROW]
[ROW][C]69[/C][C]149193[/C][C]78976.4774171593[/C][C]70216.5225828407[/C][/ROW]
[ROW][C]70[/C][C]46821[/C][C]85225.0031438291[/C][C]-38404.0031438292[/C][/ROW]
[ROW][C]71[/C][C]87011[/C][C]86298.0177062401[/C][C]712.982293759878[/C][/ROW]
[ROW][C]72[/C][C]95260[/C][C]79412.25634171[/C][C]15847.74365829[/C][/ROW]
[ROW][C]73[/C][C]55183[/C][C]67845.8532833783[/C][C]-12662.8532833783[/C][/ROW]
[ROW][C]74[/C][C]106671[/C][C]64489.1421963679[/C][C]42181.8578036321[/C][/ROW]
[ROW][C]75[/C][C]73511[/C][C]87541.8545713554[/C][C]-14030.8545713554[/C][/ROW]
[ROW][C]76[/C][C]92945[/C][C]75526.161899014[/C][C]17418.838100986[/C][/ROW]
[ROW][C]77[/C][C]78664[/C][C]52984.2910069018[/C][C]25679.7089930982[/C][/ROW]
[ROW][C]78[/C][C]70054[/C][C]92889.389115117[/C][C]-22835.389115117[/C][/ROW]
[ROW][C]79[/C][C]22618[/C][C]42749.4689671748[/C][C]-20131.4689671748[/C][/ROW]
[ROW][C]80[/C][C]74011[/C][C]95244.2193553476[/C][C]-21233.2193553476[/C][/ROW]
[ROW][C]81[/C][C]83737[/C][C]71601.88137004[/C][C]12135.11862996[/C][/ROW]
[ROW][C]82[/C][C]69094[/C][C]75145.130130529[/C][C]-6051.13013052903[/C][/ROW]
[ROW][C]83[/C][C]93133[/C][C]102815.672084292[/C][C]-9682.67208429174[/C][/ROW]
[ROW][C]84[/C][C]95536[/C][C]88138.0776209018[/C][C]7397.92237909822[/C][/ROW]
[ROW][C]85[/C][C]225920[/C][C]83772.5230688083[/C][C]142147.476931192[/C][/ROW]
[ROW][C]86[/C][C]62133[/C][C]67520.0325861767[/C][C]-5387.03258617672[/C][/ROW]
[ROW][C]87[/C][C]61370[/C][C]75202.9604302747[/C][C]-13832.9604302747[/C][/ROW]
[ROW][C]88[/C][C]43836[/C][C]51492.3152313719[/C][C]-7656.31523137192[/C][/ROW]
[ROW][C]89[/C][C]106117[/C][C]125335.279534474[/C][C]-19218.2795344738[/C][/ROW]
[ROW][C]90[/C][C]38692[/C][C]63029.9067766176[/C][C]-24337.9067766176[/C][/ROW]
[ROW][C]91[/C][C]84651[/C][C]87665.1655826604[/C][C]-3014.16558266035[/C][/ROW]
[ROW][C]92[/C][C]56622[/C][C]21662.9540201897[/C][C]34959.0459798103[/C][/ROW]
[ROW][C]93[/C][C]15986[/C][C]55294.3870896986[/C][C]-39308.3870896986[/C][/ROW]
[ROW][C]94[/C][C]95364[/C][C]64429.7950088174[/C][C]30934.2049911826[/C][/ROW]
[ROW][C]95[/C][C]26706[/C][C]46885.2192080902[/C][C]-20179.2192080902[/C][/ROW]
[ROW][C]96[/C][C]89691[/C][C]99031.0397581176[/C][C]-9340.03975811763[/C][/ROW]
[ROW][C]97[/C][C]67267[/C][C]113037.141340063[/C][C]-45770.141340063[/C][/ROW]
[ROW][C]98[/C][C]126846[/C][C]80410.3662512996[/C][C]46435.6337487004[/C][/ROW]
[ROW][C]99[/C][C]41140[/C][C]87019.0192868258[/C][C]-45879.0192868258[/C][/ROW]
[ROW][C]100[/C][C]102860[/C][C]82293.6434355903[/C][C]20566.3565644097[/C][/ROW]
[ROW][C]101[/C][C]51715[/C][C]60742.0741357509[/C][C]-9027.07413575092[/C][/ROW]
[ROW][C]102[/C][C]55801[/C][C]88676.4210026321[/C][C]-32875.4210026321[/C][/ROW]
[ROW][C]103[/C][C]111813[/C][C]89665.4129806737[/C][C]22147.5870193263[/C][/ROW]
[ROW][C]104[/C][C]120293[/C][C]70040.2887666837[/C][C]50252.7112333163[/C][/ROW]
[ROW][C]105[/C][C]138599[/C][C]74766.9742321504[/C][C]63832.0257678496[/C][/ROW]
[ROW][C]106[/C][C]161647[/C][C]89532.7273961769[/C][C]72114.2726038231[/C][/ROW]
[ROW][C]107[/C][C]115929[/C][C]129097.806324221[/C][C]-13168.806324221[/C][/ROW]
[ROW][C]108[/C][C]24266[/C][C]42880.8449374404[/C][C]-18614.8449374404[/C][/ROW]
[ROW][C]109[/C][C]162901[/C][C]96276.8925182358[/C][C]66624.1074817642[/C][/ROW]
[ROW][C]110[/C][C]109825[/C][C]103819.020450806[/C][C]6005.97954919399[/C][/ROW]
[ROW][C]111[/C][C]129838[/C][C]93355.7530822025[/C][C]36482.2469177975[/C][/ROW]
[ROW][C]112[/C][C]37510[/C][C]71993.5479578776[/C][C]-34483.5479578776[/C][/ROW]
[ROW][C]113[/C][C]43750[/C][C]30412.0917138988[/C][C]13337.9082861012[/C][/ROW]
[ROW][C]114[/C][C]40652[/C][C]56330.7324536364[/C][C]-15678.7324536364[/C][/ROW]
[ROW][C]115[/C][C]87771[/C][C]75263.6172320564[/C][C]12507.3827679436[/C][/ROW]
[ROW][C]116[/C][C]85872[/C][C]83249.6877842787[/C][C]2622.3122157213[/C][/ROW]
[ROW][C]117[/C][C]89275[/C][C]91819.2504228123[/C][C]-2544.25042281234[/C][/ROW]
[ROW][C]118[/C][C]44418[/C][C]67496.7161716593[/C][C]-23078.7161716593[/C][/ROW]
[ROW][C]119[/C][C]192565[/C][C]49040.3662644601[/C][C]143524.63373554[/C][/ROW]
[ROW][C]120[/C][C]35232[/C][C]38377.6229855694[/C][C]-3145.6229855694[/C][/ROW]
[ROW][C]121[/C][C]40909[/C][C]51602.7373739386[/C][C]-10693.7373739386[/C][/ROW]
[ROW][C]122[/C][C]13294[/C][C]23694.7900652547[/C][C]-10400.7900652547[/C][/ROW]
[ROW][C]123[/C][C]32387[/C][C]45463.0675339602[/C][C]-13076.0675339602[/C][/ROW]
[ROW][C]124[/C][C]140867[/C][C]59592.8946743577[/C][C]81274.1053256423[/C][/ROW]
[ROW][C]125[/C][C]120662[/C][C]87969.8251785894[/C][C]32692.1748214106[/C][/ROW]
[ROW][C]126[/C][C]21233[/C][C]25466.3354927476[/C][C]-4233.3354927476[/C][/ROW]
[ROW][C]127[/C][C]44332[/C][C]33920.2375317899[/C][C]10411.7624682101[/C][/ROW]
[ROW][C]128[/C][C]61056[/C][C]47539.2231893119[/C][C]13516.7768106881[/C][/ROW]
[ROW][C]129[/C][C]101338[/C][C]109305.995923794[/C][C]-7967.99592379385[/C][/ROW]
[ROW][C]130[/C][C]1168[/C][C]-1527.68239621937[/C][C]2695.68239621937[/C][/ROW]
[ROW][C]131[/C][C]13497[/C][C]15268.3899250673[/C][C]-1771.38992506731[/C][/ROW]
[ROW][C]132[/C][C]65567[/C][C]73675.6250705029[/C][C]-8108.62507050285[/C][/ROW]
[ROW][C]133[/C][C]25162[/C][C]22251.2700162786[/C][C]2910.7299837214[/C][/ROW]
[ROW][C]134[/C][C]32334[/C][C]52042.6524147564[/C][C]-19708.6524147565[/C][/ROW]
[ROW][C]135[/C][C]40735[/C][C]75806.9917971378[/C][C]-35071.9917971378[/C][/ROW]
[ROW][C]136[/C][C]91413[/C][C]108444.707714968[/C][C]-17031.7077149682[/C][/ROW]
[ROW][C]137[/C][C]855[/C][C]-3047.16007060414[/C][C]3902.16007060414[/C][/ROW]
[ROW][C]138[/C][C]97068[/C][C]74241.7269927319[/C][C]22826.2730072681[/C][/ROW]
[ROW][C]139[/C][C]44339[/C][C]16599.970943672[/C][C]27739.029056328[/C][/ROW]
[ROW][C]140[/C][C]14116[/C][C]11409.7973812261[/C][C]2706.20261877389[/C][/ROW]
[ROW][C]141[/C][C]10288[/C][C]22091.082532927[/C][C]-11803.082532927[/C][/ROW]
[ROW][C]142[/C][C]65622[/C][C]50078.0212426291[/C][C]15543.9787573709[/C][/ROW]
[ROW][C]143[/C][C]16563[/C][C]39133.984150397[/C][C]-22570.984150397[/C][/ROW]
[ROW][C]144[/C][C]76643[/C][C]95669.9852812664[/C][C]-19026.9852812664[/C][/ROW]
[ROW][C]145[/C][C]110681[/C][C]92893.3179578105[/C][C]17787.6820421895[/C][/ROW]
[ROW][C]146[/C][C]29011[/C][C]42809.9184953829[/C][C]-13798.9184953829[/C][/ROW]
[ROW][C]147[/C][C]92696[/C][C]78010.8018536351[/C][C]14685.1981463649[/C][/ROW]
[ROW][C]148[/C][C]94785[/C][C]49778.3928300511[/C][C]45006.6071699489[/C][/ROW]
[ROW][C]149[/C][C]8773[/C][C]12968.77075612[/C][C]-4195.77075612[/C][/ROW]
[ROW][C]150[/C][C]83209[/C][C]78253.7023071249[/C][C]4955.29769287507[/C][/ROW]
[ROW][C]151[/C][C]93815[/C][C]117139.943951625[/C][C]-23324.9439516252[/C][/ROW]
[ROW][C]152[/C][C]86687[/C][C]95056.3226995675[/C][C]-8369.32269956752[/C][/ROW]
[ROW][C]153[/C][C]34553[/C][C]36998.6885810685[/C][C]-2445.68858106851[/C][/ROW]
[ROW][C]154[/C][C]105547[/C][C]125956.335886342[/C][C]-20409.3358863423[/C][/ROW]
[ROW][C]155[/C][C]103487[/C][C]104822.418185391[/C][C]-1335.41818539062[/C][/ROW]
[ROW][C]156[/C][C]213688[/C][C]137488.688974663[/C][C]76199.3110253369[/C][/ROW]
[ROW][C]157[/C][C]71220[/C][C]73789.7687821895[/C][C]-2569.76878218946[/C][/ROW]
[ROW][C]158[/C][C]23517[/C][C]33176.7652357005[/C][C]-9659.76523570048[/C][/ROW]
[ROW][C]159[/C][C]56926[/C][C]53463.4944746552[/C][C]3462.50552534477[/C][/ROW]
[ROW][C]160[/C][C]91721[/C][C]89290.4487634078[/C][C]2430.55123659221[/C][/ROW]
[ROW][C]161[/C][C]115168[/C][C]129872.966003503[/C][C]-14704.9660035027[/C][/ROW]
[ROW][C]162[/C][C]111194[/C][C]55702.6641153945[/C][C]55491.3358846055[/C][/ROW]
[ROW][C]163[/C][C]51009[/C][C]42316.51654466[/C][C]8692.48345534[/C][/ROW]
[ROW][C]164[/C][C]135777[/C][C]119061.614495767[/C][C]16715.3855042325[/C][/ROW]
[ROW][C]165[/C][C]51513[/C][C]65913.9130989602[/C][C]-14400.9130989602[/C][/ROW]
[ROW][C]166[/C][C]74163[/C][C]90080.2380775255[/C][C]-15917.2380775255[/C][/ROW]
[ROW][C]167[/C][C]51633[/C][C]76832.8602472261[/C][C]-25199.8602472261[/C][/ROW]
[ROW][C]168[/C][C]75345[/C][C]63711.6199302677[/C][C]11633.3800697323[/C][/ROW]
[ROW][C]169[/C][C]33416[/C][C]47644.4068749538[/C][C]-14228.4068749538[/C][/ROW]
[ROW][C]170[/C][C]83305[/C][C]73803.3288397188[/C][C]9501.67116028116[/C][/ROW]
[ROW][C]171[/C][C]98952[/C][C]104486.377215983[/C][C]-5534.37721598346[/C][/ROW]
[ROW][C]172[/C][C]102372[/C][C]81633.0913832127[/C][C]20738.9086167873[/C][/ROW]
[ROW][C]173[/C][C]37238[/C][C]61786.2771850758[/C][C]-24548.2771850758[/C][/ROW]
[ROW][C]174[/C][C]103772[/C][C]107123.346968569[/C][C]-3351.34696856911[/C][/ROW]
[ROW][C]175[/C][C]123969[/C][C]77045.3829317548[/C][C]46923.6170682452[/C][/ROW]
[ROW][C]176[/C][C]27142[/C][C]41843.4466009153[/C][C]-14701.4466009153[/C][/ROW]
[ROW][C]177[/C][C]135400[/C][C]83930.0913236976[/C][C]51469.9086763024[/C][/ROW]
[ROW][C]178[/C][C]21399[/C][C]39927.2217872714[/C][C]-18528.2217872714[/C][/ROW]
[ROW][C]179[/C][C]130115[/C][C]100019.567820942[/C][C]30095.4321790583[/C][/ROW]
[ROW][C]180[/C][C]24874[/C][C]43353.7569756818[/C][C]-18479.7569756818[/C][/ROW]
[ROW][C]181[/C][C]34988[/C][C]19307.0214393015[/C][C]15680.9785606985[/C][/ROW]
[ROW][C]182[/C][C]45549[/C][C]36003.148531871[/C][C]9545.851468129[/C][/ROW]
[ROW][C]183[/C][C]6023[/C][C]-4617.91997357868[/C][C]10640.9199735787[/C][/ROW]
[ROW][C]184[/C][C]64466[/C][C]76960.3073747982[/C][C]-12494.3073747982[/C][/ROW]
[ROW][C]185[/C][C]54990[/C][C]108020.458676854[/C][C]-53030.4586768542[/C][/ROW]
[ROW][C]186[/C][C]1644[/C][C]-6189.98949078441[/C][C]7833.98949078441[/C][/ROW]
[ROW][C]187[/C][C]6179[/C][C]10030.8629767252[/C][C]-3851.86297672523[/C][/ROW]
[ROW][C]188[/C][C]3926[/C][C]-2310.44311924428[/C][C]6236.44311924428[/C][/ROW]
[ROW][C]189[/C][C]32755[/C][C]45581.1400883404[/C][C]-12826.1400883404[/C][/ROW]
[ROW][C]190[/C][C]34777[/C][C]61087.2824047764[/C][C]-26310.2824047764[/C][/ROW]
[ROW][C]191[/C][C]73224[/C][C]61604.9286004516[/C][C]11619.0713995484[/C][/ROW]
[ROW][C]192[/C][C]27114[/C][C]39194.4336786051[/C][C]-12080.4336786051[/C][/ROW]
[ROW][C]193[/C][C]20760[/C][C]26174.2409310214[/C][C]-5414.24093102141[/C][/ROW]
[ROW][C]194[/C][C]37636[/C][C]41105.1633936803[/C][C]-3469.16339368035[/C][/ROW]
[ROW][C]195[/C][C]65461[/C][C]56221.6199253009[/C][C]9239.38007469905[/C][/ROW]
[ROW][C]196[/C][C]30080[/C][C]36364.3288133146[/C][C]-6284.3288133146[/C][/ROW]
[ROW][C]197[/C][C]24094[/C][C]36701.6793969529[/C][C]-12607.6793969529[/C][/ROW]
[ROW][C]198[/C][C]69008[/C][C]26072.986088073[/C][C]42935.013911927[/C][/ROW]
[ROW][C]199[/C][C]54968[/C][C]39964.0982593182[/C][C]15003.9017406818[/C][/ROW]
[ROW][C]200[/C][C]46090[/C][C]30652.5802124999[/C][C]15437.4197875001[/C][/ROW]
[ROW][C]201[/C][C]27507[/C][C]32922.07825413[/C][C]-5415.07825412998[/C][/ROW]
[ROW][C]202[/C][C]10672[/C][C]39542.2611760929[/C][C]-28870.2611760929[/C][/ROW]
[ROW][C]203[/C][C]34029[/C][C]44819.540466588[/C][C]-10790.540466588[/C][/ROW]
[ROW][C]204[/C][C]46300[/C][C]41536.1677765239[/C][C]4763.83222347612[/C][/ROW]
[ROW][C]205[/C][C]24760[/C][C]39132.6745361658[/C][C]-14372.6745361658[/C][/ROW]
[ROW][C]206[/C][C]18779[/C][C]31909.3059463535[/C][C]-13130.3059463535[/C][/ROW]
[ROW][C]207[/C][C]21280[/C][C]33727.102419085[/C][C]-12447.102419085[/C][/ROW]
[ROW][C]208[/C][C]40662[/C][C]55818.5813565298[/C][C]-15156.5813565298[/C][/ROW]
[ROW][C]209[/C][C]28987[/C][C]48582.1166244056[/C][C]-19595.1166244056[/C][/ROW]
[ROW][C]210[/C][C]22827[/C][C]52277.6951828592[/C][C]-29450.6951828592[/C][/ROW]
[ROW][C]211[/C][C]18513[/C][C]24800.5449834453[/C][C]-6287.54498344527[/C][/ROW]
[ROW][C]212[/C][C]30594[/C][C]44720.904852102[/C][C]-14126.904852102[/C][/ROW]
[ROW][C]213[/C][C]24006[/C][C]31268.3981074437[/C][C]-7262.39810744365[/C][/ROW]
[ROW][C]214[/C][C]27913[/C][C]34519.0304417282[/C][C]-6606.0304417282[/C][/ROW]
[ROW][C]215[/C][C]42744[/C][C]39586.9953335268[/C][C]3157.00466647324[/C][/ROW]
[ROW][C]216[/C][C]12934[/C][C]37296.5434641977[/C][C]-24362.5434641977[/C][/ROW]
[ROW][C]217[/C][C]22574[/C][C]25249.6273238814[/C][C]-2675.62732388144[/C][/ROW]
[ROW][C]218[/C][C]41385[/C][C]24478.6531289372[/C][C]16906.3468710628[/C][/ROW]
[ROW][C]219[/C][C]18653[/C][C]30602.6075981413[/C][C]-11949.6075981413[/C][/ROW]
[ROW][C]220[/C][C]18472[/C][C]33766.3908460205[/C][C]-15294.3908460205[/C][/ROW]
[ROW][C]221[/C][C]30976[/C][C]39005.2274085938[/C][C]-8029.2274085938[/C][/ROW]
[ROW][C]222[/C][C]63339[/C][C]48311.5069984873[/C][C]15027.4930015127[/C][/ROW]
[ROW][C]223[/C][C]25568[/C][C]39176.0990793685[/C][C]-13608.0990793685[/C][/ROW]
[ROW][C]224[/C][C]33747[/C][C]34416.4659845487[/C][C]-669.46598454866[/C][/ROW]
[ROW][C]225[/C][C]4154[/C][C]25020.925353361[/C][C]-20866.925353361[/C][/ROW]
[ROW][C]226[/C][C]19474[/C][C]40265.0362861273[/C][C]-20791.0362861273[/C][/ROW]
[ROW][C]227[/C][C]35130[/C][C]18559.6203005186[/C][C]16570.3796994814[/C][/ROW]
[ROW][C]228[/C][C]39067[/C][C]32086.7256882841[/C][C]6980.27431171588[/C][/ROW]
[ROW][C]229[/C][C]13310[/C][C]26758.6280844167[/C][C]-13448.6280844167[/C][/ROW]
[ROW][C]230[/C][C]65892[/C][C]43541.396989818[/C][C]22350.603010182[/C][/ROW]
[ROW][C]231[/C][C]4143[/C][C]25009.1388252804[/C][C]-20866.1388252804[/C][/ROW]
[ROW][C]232[/C][C]28579[/C][C]31504.9577633512[/C][C]-2925.95776335116[/C][/ROW]
[ROW][C]233[/C][C]51776[/C][C]33784.9327188307[/C][C]17991.0672811693[/C][/ROW]
[ROW][C]234[/C][C]21152[/C][C]28959.6116388781[/C][C]-7807.61163887806[/C][/ROW]
[ROW][C]235[/C][C]38084[/C][C]38120.1095019629[/C][C]-36.1095019629387[/C][/ROW]
[ROW][C]236[/C][C]27717[/C][C]32017.1088604578[/C][C]-4300.10886045777[/C][/ROW]
[ROW][C]237[/C][C]32928[/C][C]54125.612782908[/C][C]-21197.612782908[/C][/ROW]
[ROW][C]238[/C][C]11342[/C][C]28170.3028446972[/C][C]-16828.3028446972[/C][/ROW]
[ROW][C]239[/C][C]19499[/C][C]33690.2259470383[/C][C]-14191.2259470383[/C][/ROW]
[ROW][C]240[/C][C]16380[/C][C]25065.6595107949[/C][C]-8685.65951079489[/C][/ROW]
[ROW][C]241[/C][C]36874[/C][C]35388.4329775849[/C][C]1485.56702241515[/C][/ROW]
[ROW][C]242[/C][C]48259[/C][C]54567.2519851042[/C][C]-6308.2519851042[/C][/ROW]
[ROW][C]243[/C][C]16734[/C][C]27406.0839944825[/C][C]-10672.0839944825[/C][/ROW]
[ROW][C]244[/C][C]28207[/C][C]24411.6555295732[/C][C]3795.34447042679[/C][/ROW]
[ROW][C]245[/C][C]30143[/C][C]30657.8186694246[/C][C]-514.818669424642[/C][/ROW]
[ROW][C]246[/C][C]41369[/C][C]36840.9130526056[/C][C]4528.08694739436[/C][/ROW]
[ROW][C]247[/C][C]45833[/C][C]36938.2390528604[/C][C]8894.76094713956[/C][/ROW]
[ROW][C]248[/C][C]29156[/C][C]33803.2673180673[/C][C]-4647.26731806728[/C][/ROW]
[ROW][C]249[/C][C]35944[/C][C]26239.9289161542[/C][C]9704.07108384579[/C][/ROW]
[ROW][C]250[/C][C]36278[/C][C]9168.0085120245[/C][C]27109.9914879755[/C][/ROW]
[ROW][C]251[/C][C]45588[/C][C]58543.709809752[/C][C]-12955.709809752[/C][/ROW]
[ROW][C]252[/C][C]45097[/C][C]46036.7704999325[/C][C]-939.7704999325[/C][/ROW]
[ROW][C]253[/C][C]3895[/C][C]-2318.30080463138[/C][C]6213.30080463138[/C][/ROW]
[ROW][C]254[/C][C]28394[/C][C]41465.2413344663[/C][C]-13071.2413344663[/C][/ROW]
[ROW][C]255[/C][C]18632[/C][C]36821.2688391379[/C][C]-18189.2688391379[/C][/ROW]
[ROW][C]256[/C][C]2325[/C][C]5363.31742523545[/C][C]-3038.31742523545[/C][/ROW]
[ROW][C]257[/C][C]25139[/C][C]14440.8950446086[/C][C]10698.1049553914[/C][/ROW]
[ROW][C]258[/C][C]27975[/C][C]36101.5768727834[/C][C]-8126.5768727834[/C][/ROW]
[ROW][C]259[/C][C]14483[/C][C]29792.3449762615[/C][C]-15309.3449762615[/C][/ROW]
[ROW][C]260[/C][C]13127[/C][C]14486.9388162736[/C][C]-1359.93881627359[/C][/ROW]
[ROW][C]261[/C][C]5839[/C][C]22712.1388847954[/C][C]-16873.1388847954[/C][/ROW]
[ROW][C]262[/C][C]24069[/C][C]34475.6058985255[/C][C]-10406.6058985255[/C][/ROW]
[ROW][C]263[/C][C]3738[/C][C]10686.1765721781[/C][C]-6948.17657217809[/C][/ROW]
[ROW][C]264[/C][C]18625[/C][C]26726.9900692947[/C][C]-8101.99006929473[/C][/ROW]
[ROW][C]265[/C][C]36341[/C][C]24402.4882299549[/C][C]11938.5117700451[/C][/ROW]
[ROW][C]266[/C][C]24548[/C][C]31520.6731341254[/C][C]-6972.67313412537[/C][/ROW]
[ROW][C]267[/C][C]21792[/C][C]33599.655291513[/C][C]-11807.655291513[/C][/ROW]
[ROW][C]268[/C][C]26263[/C][C]22942.150469547[/C][C]3320.84953045297[/C][/ROW]
[ROW][C]269[/C][C]23686[/C][C]42431.7625970042[/C][C]-18745.7625970042[/C][/ROW]
[ROW][C]270[/C][C]49303[/C][C]40493.2743414302[/C][C]8809.72565856985[/C][/ROW]
[ROW][C]271[/C][C]25659[/C][C]43760.9316607201[/C][C]-18101.9316607201[/C][/ROW]
[ROW][C]272[/C][C]28904[/C][C]32173.3675011159[/C][C]-3269.36750111586[/C][/ROW]
[ROW][C]273[/C][C]2781[/C][C]3196.38384078493[/C][C]-415.383840784929[/C][/ROW]
[ROW][C]274[/C][C]29236[/C][C]39249.6447498884[/C][C]-10013.6447498884[/C][/ROW]
[ROW][C]275[/C][C]19546[/C][C]20737.0307988186[/C][C]-1191.03079881857[/C][/ROW]
[ROW][C]276[/C][C]22818[/C][C]35916.2994454657[/C][C]-13098.2994454657[/C][/ROW]
[ROW][C]277[/C][C]32689[/C][C]22188.2012596082[/C][C]10500.7987403918[/C][/ROW]
[ROW][C]278[/C][C]5752[/C][C]-807.990429864896[/C][C]6559.9904298649[/C][/ROW]
[ROW][C]279[/C][C]22197[/C][C]32303.4338571503[/C][C]-10106.4338571503[/C][/ROW]
[ROW][C]280[/C][C]20055[/C][C]36063.3907865055[/C][C]-16008.3907865055[/C][/ROW]
[ROW][C]281[/C][C]25272[/C][C]38297.32197032[/C][C]-13025.32197032[/C][/ROW]
[ROW][C]282[/C][C]82206[/C][C]33082.2657374816[/C][C]49123.7342625184[/C][/ROW]
[ROW][C]283[/C][C]32073[/C][C]28560.5019128005[/C][C]3512.49808719954[/C][/ROW]
[ROW][C]284[/C][C]5444[/C][C]6945.86385629065[/C][C]-1501.86385629065[/C][/ROW]
[ROW][C]285[/C][C]20154[/C][C]30596.0595269854[/C][C]-10442.0595269854[/C][/ROW]
[ROW][C]286[/C][C]36944[/C][C]33493.1619916399[/C][C]3450.83800836013[/C][/ROW]
[ROW][C]287[/C][C]8019[/C][C]22981.4388964825[/C][C]-14962.4388964826[/C][/ROW]
[ROW][C]288[/C][C]30884[/C][C]28284.6538299574[/C][C]2599.34617004257[/C][/ROW]
[ROW][C]289[/C][C]19540[/C][C]32191.7021003524[/C][C]-12651.7021003524[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=198216&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=198216&T=4

As an alternative you can also use a QR Code:  

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

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolationForecastResidualsPrediction Error
111228584082.421121662228202.5788783378
28478661326.461289146223459.5387108538
38312388284.9123202976-5161.91232029764
410119376935.424704405724257.5752955943
53836152277.6951828592-13916.6951828592
66850443346.95226288225157.047737118
7119182114363.9971850314818.0028149692
82280726527.306885434-3720.30688543397
91714030883.9014114827-13743.9014114827
1011617463844.098241190952329.9017588091
115763566293.4279796404-8658.42797964038
1266198101663.873394436-35465.8733944361
137170196520.7965762425-24819.7965762426
145779366718.9372639152-8925.93726391524
1580444109454.396879065-29010.3968790648
165385583012.0257877136-29157.0257877136
1797668134120.191359572-36452.191359572
1813382488032.893935259945791.1060647401
1910148191036.69697336110444.303026639
209964556945.24073434942699.759265651
2111478990777.666601949824011.3333980502
229905293938.83062136675113.16937863335
2367654113261.96383596-45607.9638359602
246555363925.50159709791627.4984029021
259750080343.16137836217156.838621638
266911282188.667023522-13076.667023522
278275376854.02134849875898.97865150132
288532388677.9378904368-3354.93789043684
297265490962.9440292675-18308.9440292675
303072757601.863944033-26874.863944033
317787390999.6132277407-13126.6132277407
3211747891635.282609725825842.7173902742
337400792742.2977740772-18735.2977740772
3490183113969.61263259-23786.6126325901
356154256489.35368111295052.64631888707
36101494106743.881455959-5249.88145595928
372757033945.1202021823-6375.12020218235
385581387908.0660361502-32095.0660361502
3979215117564.400263313-38349.4002633128
401423-6205.704861558627628.70486155862
415546171574.3794711851-16113.3794711851
423108137040.5962364664-5959.5962364664
432299639147.2875662825-16151.2875662825
448312298827.4277315633-15705.4277315633
457010696696.9560720124-26590.9560720124
466057877432.9627713957-16854.9627713957
473999261006.3429640869-21014.3429640869
487989267638.312414130512253.6875858695
494981058987.3464196898-9177.34641968982
507157076369.115508603-4799.115508603
51100708123197.364736683-22489.3647366829
523303248849.8503802176-15817.8503802176
538287591359.4345268827-8484.43452688275
54139077111851.34204826727225.6579517331
557159575214.7469583554-3619.74695835538
567226071574.3794711851685.620528814878
5759503778.151765717882171.84823428212
58115762122679.030747497-6917.03074749718
593255133632.3956472926-1081.39564729257
603170135417.4517642445-3716.45176424449
618067084169.0629344939-3499.06293449394
62143558112333.16474448331224.8352555173
6311710598746.281017300218358.7189826998
642378939257.5024352755-15468.5024352755
6512073385695.503227181835037.4967728182
66105195101048.0554994924146.94450050761
677310779460.9193418374-6353.91934183745
68132068118202.6888737613865.3111262397
6914919378976.477417159370216.5225828407
704682185225.0031438291-38404.0031438292
718701186298.0177062401712.982293759878
729526079412.2563417115847.74365829
735518367845.8532833783-12662.8532833783
7410667164489.142196367942181.8578036321
757351187541.8545713554-14030.8545713554
769294575526.16189901417418.838100986
777866452984.291006901825679.7089930982
787005492889.389115117-22835.389115117
792261842749.4689671748-20131.4689671748
807401195244.2193553476-21233.2193553476
818373771601.8813700412135.11862996
826909475145.130130529-6051.13013052903
8393133102815.672084292-9682.67208429174
849553688138.07762090187397.92237909822
8522592083772.5230688083142147.476931192
866213367520.0325861767-5387.03258617672
876137075202.9604302747-13832.9604302747
884383651492.3152313719-7656.31523137192
89106117125335.279534474-19218.2795344738
903869263029.9067766176-24337.9067766176
918465187665.1655826604-3014.16558266035
925662221662.954020189734959.0459798103
931598655294.3870896986-39308.3870896986
949536464429.795008817430934.2049911826
952670646885.2192080902-20179.2192080902
968969199031.0397581176-9340.03975811763
9767267113037.141340063-45770.141340063
9812684680410.366251299646435.6337487004
994114087019.0192868258-45879.0192868258
10010286082293.643435590320566.3565644097
1015171560742.0741357509-9027.07413575092
1025580188676.4210026321-32875.4210026321
10311181389665.412980673722147.5870193263
10412029370040.288766683750252.7112333163
10513859974766.974232150463832.0257678496
10616164789532.727396176972114.2726038231
107115929129097.806324221-13168.806324221
1082426642880.8449374404-18614.8449374404
10916290196276.892518235866624.1074817642
110109825103819.0204508066005.97954919399
11112983893355.753082202536482.2469177975
1123751071993.5479578776-34483.5479578776
1134375030412.091713898813337.9082861012
1144065256330.7324536364-15678.7324536364
1158777175263.617232056412507.3827679436
1168587283249.68778427872622.3122157213
1178927591819.2504228123-2544.25042281234
1184441867496.7161716593-23078.7161716593
11919256549040.3662644601143524.63373554
1203523238377.6229855694-3145.6229855694
1214090951602.7373739386-10693.7373739386
1221329423694.7900652547-10400.7900652547
1233238745463.0675339602-13076.0675339602
12414086759592.894674357781274.1053256423
12512066287969.825178589432692.1748214106
1262123325466.3354927476-4233.3354927476
1274433233920.237531789910411.7624682101
1286105647539.223189311913516.7768106881
129101338109305.995923794-7967.99592379385
1301168-1527.682396219372695.68239621937
1311349715268.3899250673-1771.38992506731
1326556773675.6250705029-8108.62507050285
1332516222251.27001627862910.7299837214
1343233452042.6524147564-19708.6524147565
1354073575806.9917971378-35071.9917971378
13691413108444.707714968-17031.7077149682
137855-3047.160070604143902.16007060414
1389706874241.726992731922826.2730072681
1394433916599.97094367227739.029056328
1401411611409.79738122612706.20261877389
1411028822091.082532927-11803.082532927
1426562250078.021242629115543.9787573709
1431656339133.984150397-22570.984150397
1447664395669.9852812664-19026.9852812664
14511068192893.317957810517787.6820421895
1462901142809.9184953829-13798.9184953829
1479269678010.801853635114685.1981463649
1489478549778.392830051145006.6071699489
149877312968.77075612-4195.77075612
1508320978253.70230712494955.29769287507
15193815117139.943951625-23324.9439516252
1528668795056.3226995675-8369.32269956752
1533455336998.6885810685-2445.68858106851
154105547125956.335886342-20409.3358863423
155103487104822.418185391-1335.41818539062
156213688137488.68897466376199.3110253369
1577122073789.7687821895-2569.76878218946
1582351733176.7652357005-9659.76523570048
1595692653463.49447465523462.50552534477
1609172189290.44876340782430.55123659221
161115168129872.966003503-14704.9660035027
16211119455702.664115394555491.3358846055
1635100942316.516544668692.48345534
164135777119061.61449576716715.3855042325
1655151365913.9130989602-14400.9130989602
1667416390080.2380775255-15917.2380775255
1675163376832.8602472261-25199.8602472261
1687534563711.619930267711633.3800697323
1693341647644.4068749538-14228.4068749538
1708330573803.32883971889501.67116028116
17198952104486.377215983-5534.37721598346
17210237281633.091383212720738.9086167873
1733723861786.2771850758-24548.2771850758
174103772107123.346968569-3351.34696856911
17512396977045.382931754846923.6170682452
1762714241843.4466009153-14701.4466009153
17713540083930.091323697651469.9086763024
1782139939927.2217872714-18528.2217872714
179130115100019.56782094230095.4321790583
1802487443353.7569756818-18479.7569756818
1813498819307.021439301515680.9785606985
1824554936003.1485318719545.851468129
1836023-4617.9199735786810640.9199735787
1846446676960.3073747982-12494.3073747982
18554990108020.458676854-53030.4586768542
1861644-6189.989490784417833.98949078441
187617910030.8629767252-3851.86297672523
1883926-2310.443119244286236.44311924428
1893275545581.1400883404-12826.1400883404
1903477761087.2824047764-26310.2824047764
1917322461604.928600451611619.0713995484
1922711439194.4336786051-12080.4336786051
1932076026174.2409310214-5414.24093102141
1943763641105.1633936803-3469.16339368035
1956546156221.61992530099239.38007469905
1963008036364.3288133146-6284.3288133146
1972409436701.6793969529-12607.6793969529
1986900826072.98608807342935.013911927
1995496839964.098259318215003.9017406818
2004609030652.580212499915437.4197875001
2012750732922.07825413-5415.07825412998
2021067239542.2611760929-28870.2611760929
2033402944819.540466588-10790.540466588
2044630041536.16777652394763.83222347612
2052476039132.6745361658-14372.6745361658
2061877931909.3059463535-13130.3059463535
2072128033727.102419085-12447.102419085
2084066255818.5813565298-15156.5813565298
2092898748582.1166244056-19595.1166244056
2102282752277.6951828592-29450.6951828592
2111851324800.5449834453-6287.54498344527
2123059444720.904852102-14126.904852102
2132400631268.3981074437-7262.39810744365
2142791334519.0304417282-6606.0304417282
2154274439586.99533352683157.00466647324
2161293437296.5434641977-24362.5434641977
2172257425249.6273238814-2675.62732388144
2184138524478.653128937216906.3468710628
2191865330602.6075981413-11949.6075981413
2201847233766.3908460205-15294.3908460205
2213097639005.2274085938-8029.2274085938
2226333948311.506998487315027.4930015127
2232556839176.0990793685-13608.0990793685
2243374734416.4659845487-669.46598454866
225415425020.925353361-20866.925353361
2261947440265.0362861273-20791.0362861273
2273513018559.620300518616570.3796994814
2283906732086.72568828416980.27431171588
2291331026758.6280844167-13448.6280844167
2306589243541.39698981822350.603010182
231414325009.1388252804-20866.1388252804
2322857931504.9577633512-2925.95776335116
2335177633784.932718830717991.0672811693
2342115228959.6116388781-7807.61163887806
2353808438120.1095019629-36.1095019629387
2362771732017.1088604578-4300.10886045777
2373292854125.612782908-21197.612782908
2381134228170.3028446972-16828.3028446972
2391949933690.2259470383-14191.2259470383
2401638025065.6595107949-8685.65951079489
2413687435388.43297758491485.56702241515
2424825954567.2519851042-6308.2519851042
2431673427406.0839944825-10672.0839944825
2442820724411.65552957323795.34447042679
2453014330657.8186694246-514.818669424642
2464136936840.91305260564528.08694739436
2474583336938.23905286048894.76094713956
2482915633803.2673180673-4647.26731806728
2493594426239.92891615429704.07108384579
250362789168.008512024527109.9914879755
2514558858543.709809752-12955.709809752
2524509746036.7704999325-939.7704999325
2533895-2318.300804631386213.30080463138
2542839441465.2413344663-13071.2413344663
2551863236821.2688391379-18189.2688391379
25623255363.31742523545-3038.31742523545
2572513914440.895044608610698.1049553914
2582797536101.5768727834-8126.5768727834
2591448329792.3449762615-15309.3449762615
2601312714486.9388162736-1359.93881627359
261583922712.1388847954-16873.1388847954
2622406934475.6058985255-10406.6058985255
263373810686.1765721781-6948.17657217809
2641862526726.9900692947-8101.99006929473
2653634124402.488229954911938.5117700451
2662454831520.6731341254-6972.67313412537
2672179233599.655291513-11807.655291513
2682626322942.1504695473320.84953045297
2692368642431.7625970042-18745.7625970042
2704930340493.27434143028809.72565856985
2712565943760.9316607201-18101.9316607201
2722890432173.3675011159-3269.36750111586
27327813196.38384078493-415.383840784929
2742923639249.6447498884-10013.6447498884
2751954620737.0307988186-1191.03079881857
2762281835916.2994454657-13098.2994454657
2773268922188.201259608210500.7987403918
2785752-807.9904298648966559.9904298649
2792219732303.4338571503-10106.4338571503
2802005536063.3907865055-16008.3907865055
2812527238297.32197032-13025.32197032
2828220633082.265737481649123.7342625184
2833207328560.50191280053512.49808719954
28454446945.86385629065-1501.86385629065
2852015430596.0595269854-10442.0595269854
2863694433493.16199163993450.83800836013
287801922981.4388964825-14962.4388964826
2883088428284.65382995742599.34617004257
2891954032191.7021003524-12651.7021003524







Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
70.5027501747833460.9944996504333070.497249825216654
80.3601709316253350.7203418632506690.639829068374665
90.2837615930031040.5675231860062070.716238406996896
100.5535778984747990.8928442030504020.446422101525201
110.4898705848125760.9797411696251520.510129415187424
120.7548961967461470.4902076065077060.245103803253853
130.7271142218435590.5457715563128830.272885778156441
140.6593774499608440.6812451000783110.340622550039156
150.6668514221723590.6662971556552810.333148577827641
160.6575127973501390.6849744052997230.342487202649861
170.5893280619473950.8213438761052090.410671938052605
180.7114219729816390.5771560540367220.288578027018361
190.6963733811054430.6072532377891130.303626618894557
200.7277287502546660.5445424994906680.272271249745334
210.7221260996995210.5557478006009580.277873900300479
220.6619433649349550.676113270130090.338056635065045
230.7941706956438450.411658608712310.205829304356155
240.7509278501020140.4981442997959710.249072149897986
250.7144421298546890.5711157402906220.285557870145311
260.6644145175677730.6711709648644540.335585482432227
270.616760377689370.7664792446212590.38323962231063
280.5594180345367810.8811639309264390.440581965463219
290.523656110128110.952687779743780.47634388987189
300.5831460428673540.8337079142652930.416853957132646
310.5404488244222110.9191023511555780.459551175577789
320.554642650191850.8907146996162990.44535734980815
330.5188870153992860.9622259692014290.481112984600714
340.4814745518418140.9629491036836280.518525448158186
350.4278392761502450.855678552300490.572160723849755
360.3759318881843060.7518637763686120.624068111815694
370.3615029780625610.7230059561251210.638497021937439
380.3913321268207250.782664253641450.608667873179275
390.3976579586372980.7953159172745960.602342041362702
400.3669161068222150.733832213644430.633083893177785
410.3373270035075940.6746540070151870.662672996492406
420.3060383316132090.6120766632264180.693961668386791
430.2856010078611140.5712020157222290.714398992138886
440.2483742310128420.4967484620256830.751625768987158
450.2359905780005680.4719811560011370.764009421999432
460.2147120441769260.4294240883538530.785287955823074
470.1928532438032720.3857064876065440.807146756196728
480.1713516981033330.3427033962066670.828648301896667
490.1502083006487360.3004166012974730.849791699351264
500.1247051008497910.2494102016995830.875294899150209
510.1066675983328210.2133351966656420.893332401667179
520.09919975000512390.1983995000102480.900800249994876
530.08100901132462150.1620180226492430.918990988675379
540.1124825972505080.2249651945010150.887517402749492
550.09252907513466810.1850581502693360.907470924865332
560.07562986207513260.1512597241502650.924370137924867
570.0616776868337080.1233553736674160.938322313166292
580.05792697916697170.1158539583339430.942073020833028
590.04666031248470950.0933206249694190.953339687515291
600.03713511569176460.07427023138352930.962864884308235
610.02912887316192910.05825774632385820.970871126838071
620.04203736779404890.08407473558809780.957962632205951
630.04870097958042470.09740195916084940.951299020419575
640.04345466938242710.08690933876485410.956545330617573
650.06389129597565210.1277825919513040.936108704024348
660.05338084162976610.1067616832595320.946619158370234
670.04323003079162960.08646006158325930.95676996920837
680.04052704518619660.08105409037239320.959472954813803
690.1741147728609570.3482295457219130.825885227139043
700.2065315224714060.4130630449428120.793468477528594
710.1793700572370250.3587401144740490.820629942762975
720.1661305580709560.3322611161419120.833869441929044
730.1485716203983860.2971432407967720.851428379601614
740.197811593571880.3956231871437610.80218840642812
750.1784154398762740.3568308797525480.821584560123726
760.1668406949116840.3336813898233690.833159305088316
770.1662798131367660.3325596262735310.833720186863234
780.1575293464978810.3150586929957620.842470653502119
790.1526385970804110.3052771941608210.847361402919589
800.1420306910728060.2840613821456120.857969308927194
810.1269858409241450.2539716818482910.873014159075855
820.1087080889926850.217416177985370.891291911007315
830.09351537393594320.1870307478718860.906484626064057
840.08003146434729560.1600629286945910.919968535652704
850.9400240480451910.1199519039096190.0599759519548093
860.9289419358887370.1421161282225270.0710580641112634
870.9196262403876540.1607475192246910.0803737596123456
880.9071313986751960.1857372026496080.0928686013248041
890.8985296407748840.2029407184502320.101470359225116
900.8987215929197880.2025568141604230.101278407080212
910.8820248970400220.2359502059199570.117975102959978
920.8901340475748190.2197319048503610.109865952425181
930.9145895469830780.1708209060338450.0854104530169224
940.9205874625893590.1588250748212830.0794125374106415
950.9175549825146460.1648900349707080.082445017485354
960.9057319797133560.1885360405732870.0942680202866437
970.9316692001569250.136661599686150.0683307998430748
980.954735529710940.09052894057812050.0452644702890602
990.9707401060285710.05851978794285760.0292598939714288
1000.9688121110327140.0623757779345710.0311878889672855
1010.963331362219760.07333727556047970.0366686377802398
1020.9678773732619260.06424525347614740.0321226267380737
1030.9667283490803550.06654330183928970.0332716509196448
1040.9815689147797690.03686217044046270.0184310852202314
1050.9944625751913160.01107484961736790.00553742480868396
1060.9991755112402090.001648977519581130.000824488759790565
1070.998974667503410.002050664993179280.00102533249658964
1080.998881318359960.002237363280080830.00111868164004042
1090.9998149667146910.00037006657061690.00018503328530845
1100.9997516073872710.0004967852254575370.000248392612728769
1110.9998286204451490.0003427591097025430.000171379554851272
1120.9998799430599940.0002401138800111070.000120056940005554
1130.9998427679028750.0003144641942491340.000157232097124567
1140.9998145522632870.000370895473425990.000185447736712995
1150.9997611508584150.000477698283170170.000238849141585085
1160.9996740432109190.0006519135781612590.000325956789080629
1170.999557408633030.0008851827339390670.000442591366969533
1180.9995523667138120.0008952665723750860.000447633286187543
1190.999999999409641.18071931982209e-095.90359659911045e-10
1200.9999999990389031.92219424682952e-099.6109712341476e-10
1210.999999998590842.81832001606593e-091.40916000803297e-09
1220.9999999980067873.98642678073201e-091.993213390366e-09
1230.9999999972654815.46903731026264e-092.73451865513132e-09
1240.9999999999913951.72095508781062e-118.60477543905309e-12
1250.999999999995548.91987513437656e-124.45993756718828e-12
1260.9999999999924541.50913765467755e-117.54568827338773e-12
1270.9999999999879992.40019273655131e-111.20009636827565e-11
1280.9999999999824363.51283726965361e-111.75641863482681e-11
1290.9999999999699536.00933123298222e-113.00466561649111e-11
1300.9999999999499931.00014181722117e-105.00070908610584e-11
1310.9999999999155891.68821972700788e-108.44109863503939e-11
1320.9999999998619642.76071492134659e-101.38035746067329e-10
1330.9999999997684954.63010318710826e-102.31505159355413e-10
1340.9999999997371195.25762156209684e-102.62881078104842e-10
1350.9999999998722852.55429714910505e-101.27714857455252e-10
1360.9999999998248813.5023895839485e-101.75119479197425e-10
1370.9999999997166595.66682225657944e-102.83341112828972e-10
1380.999999999736155.27700241294588e-102.63850120647294e-10
1390.9999999997903734.19252971995734e-102.09626485997867e-10
1400.9999999996531746.93651317876462e-103.46825658938231e-10
1410.9999999994991321.00173637846449e-095.00868189232247e-10
1420.9999999993418261.31634734256681e-096.58173671283406e-10
1430.9999999993341461.33170745922003e-096.65853729610015e-10
1440.9999999991988681.60226350844159e-098.01131754220797e-10
1450.9999999990087161.98256836531302e-099.9128418265651e-10
1460.9999999986278182.74436313383885e-091.37218156691943e-09
1470.9999999980825733.83485343834751e-091.91742671917376e-09
1480.9999999996147377.70525219403454e-103.85262609701727e-10
1490.9999999993622321.27553642548384e-096.37768212741921e-10
1500.9999999989556912.08861728554336e-091.04430864277168e-09
1510.9999999989177272.16454696345057e-091.08227348172528e-09
1520.9999999982844313.43113721693681e-091.71556860846841e-09
1530.9999999971436995.71260245507555e-092.85630122753778e-09
1540.9999999968353976.3292065723617e-093.16460328618085e-09
1550.9999999947217381.05565247341681e-085.27826236708407e-09
1560.9999999999923331.53348823428e-117.66744117139999e-12
1570.9999999999861552.76908275010471e-111.38454137505235e-11
1580.9999999999769134.61740909735721e-112.3087045486786e-11
1590.9999999999594678.10661719144389e-114.05330859572194e-11
1600.9999999999287551.42489266811991e-107.12446334059955e-11
1610.9999999998878992.24201396494079e-101.1210069824704e-10
1620.9999999999975444.91157593790589e-122.45578796895295e-12
1630.9999999999955388.92411998484502e-124.46205999242251e-12
1640.9999999999960287.94336826923614e-123.97168413461807e-12
1650.999999999993891.22203504746201e-116.11017523731003e-12
1660.9999999999898762.02482889058903e-111.01241444529452e-11
1670.9999999999900331.99336439855726e-119.9668219927863e-12
1680.9999999999849283.01444662392564e-111.50722331196282e-11
1690.9999999999779584.40842024708476e-112.20421012354238e-11
1700.999999999970585.88391766168591e-112.94195883084296e-11
1710.999999999947841.04319125092856e-105.21595625464279e-11
1720.9999999999647917.0418764475085e-113.52093822375425e-11
1730.9999999999618427.63158008785223e-113.81579004392611e-11
1740.9999999999345431.30913191196311e-106.54565955981557e-11
1750.9999999999985542.89220217907901e-121.44610108953951e-12
1760.9999999999977334.53363542846387e-122.26681771423194e-12
1770.9999999999999976.65539114415927e-153.32769557207964e-15
1780.9999999999999959.75083204432416e-154.87541602216208e-15
17914.4037375221267e-172.20186876106335e-17
18017.3300787993601e-173.66503939968005e-17
18111.33006280820579e-166.65031404102896e-17
18212.1553168403897e-161.07765842019485e-16
18314.8194205435036e-162.4097102717518e-16
18418.85218677530311e-164.42609338765155e-16
18512.62054820944983e-161.31027410472491e-16
18615.93483025835063e-162.96741512917532e-16
1870.9999999999999991.1566334295632e-155.78316714781599e-16
1880.9999999999999992.58123125391287e-151.29061562695643e-15
1890.9999999999999975.02018849942896e-152.51009424971448e-15
1900.9999999999999967.55093937561589e-153.77546968780794e-15
1910.9999999999999984.59127442034891e-152.29563721017446e-15
1920.9999999999999968.99074077451305e-154.49537038725653e-15
1930.9999999999999911.84029780111518e-149.2014890055759e-15
1940.9999999999999823.65598406065022e-141.82799203032511e-14
1950.9999999999999862.72386943835869e-141.36193471917935e-14
1960.9999999999999715.79742324144942e-142.89871162072471e-14
1970.9999999999999431.12968724899614e-135.64843624498072e-14
1980.9999999999999991.33313853653809e-156.66569268269046e-16
1990.9999999999999991.04919936888983e-155.24599684444917e-16
20018.72688973711222e-164.36344486855611e-16
2010.9999999999999991.9778693593264e-159.88934679663202e-16
2020.9999999999999991.6812420382826e-158.40621019141298e-16
2030.9999999999999983.66707493165837e-151.83353746582918e-15
2040.9999999999999976.40651863299633e-153.20325931649817e-15
2050.9999999999999941.27856307231393e-146.39281536156967e-15
2060.9999999999999882.482937443304e-141.241468721652e-14
2070.9999999999999774.6031522477988e-142.3015761238994e-14
2080.999999999999959.99054648212666e-144.99527324106333e-14
2090.9999999999999181.64798897914366e-138.23994489571831e-14
2100.9999999999999261.49011756229867e-137.45058781149333e-14
2110.9999999999998463.07326610352744e-131.53663305176372e-13
2120.9999999999996976.06733477677307e-133.03366738838653e-13
2130.9999999999993251.34971298618276e-126.74856493091378e-13
2140.999999999998532.93966159228482e-121.46983079614241e-12
2150.9999999999976154.76965502124162e-122.38482751062081e-12
2160.9999999999974375.12660125044935e-122.56330062522467e-12
2170.9999999999943631.12739016882858e-115.63695084414291e-12
2180.9999999999947441.05115779435207e-115.25578897176037e-12
2190.9999999999898462.03084953255888e-111.01542476627944e-11
2200.9999999999823823.52360116595681e-111.76180058297841e-11
2210.9999999999618937.62138117586973e-113.81069058793487e-11
2220.999999999977454.51004902042712e-112.25502451021356e-11
2230.9999999999593448.13113622564308e-114.06556811282154e-11
2240.999999999918121.63759624701508e-108.18798123507542e-11
2250.9999999999120781.75843683597722e-108.79218417988608e-11
2260.9999999999314491.37101935845383e-106.85509679226913e-11
2270.9999999999079211.84157324885528e-109.20786624427642e-11
2280.999999999846873.06260378956679e-101.53130189478339e-10
2290.999999999771294.57419437430378e-102.28709718715189e-10
2300.9999999999768424.63162559721276e-112.31581279860638e-11
2310.9999999999739375.21266081473852e-112.60633040736926e-11
2320.9999999999384781.23043557549247e-106.15217787746234e-11
2330.9999999999591558.16898861248455e-114.08449430624227e-11
2340.9999999999042821.91435447509917e-109.57177237549586e-11
2350.9999999998058863.88228618512621e-101.94114309256311e-10
2360.9999999995490689.01864126196995e-104.50932063098497e-10
2370.9999999993358261.32834753940421e-096.64173769702107e-10
2380.9999999988812712.23745812059712e-091.11872906029856e-09
2390.9999999978757664.2484678398592e-092.1242339199296e-09
2400.9999999954561719.08765856286766e-094.54382928143383e-09
2410.9999999906013431.87973149214499e-089.39865746072495e-09
2420.9999999810366883.79266235151074e-081.89633117575537e-08
2430.9999999688619656.22760697366102e-083.11380348683051e-08
2440.9999999364507971.27098406206728e-076.35492031033641e-08
2450.9999998658472762.6830544785347e-071.34152723926735e-07
2460.9999997986339964.0273200800918e-072.0136600400459e-07
2470.9999996762487886.4750242451023e-073.23751212255115e-07
2480.9999993096525761.38069484718924e-066.9034742359462e-07
2490.9999988342308232.33153835300997e-061.16576917650499e-06
2500.9999993880254551.22394909091087e-066.11974545455434e-07
2510.999998728208122.54358375982134e-061.27179187991067e-06
2520.9999978622709714.27545805894449e-062.13772902947225e-06
2530.9999954777330029.0445339967157e-064.52226699835785e-06
2540.9999922899969121.54200061767745e-057.71000308838724e-06
2550.9999897389686442.05220627117204e-051.02610313558602e-05
2560.9999807250254943.85499490124311e-051.92749745062156e-05
2570.9999735770423265.28459153481336e-052.64229576740668e-05
2580.9999485151178940.0001029697642126995.14848821063494e-05
2590.999928051268770.0001438974624594237.19487312297115e-05
2600.9998593012188670.0002813975622662410.000140698781133121
2610.9998103012509430.0003793974981136540.000189698749056827
2620.9996381057109180.0007237885781629880.000361894289081494
2630.9994195917030180.001160816593964670.000580408296982333
2640.9989239803101270.002152039379745940.00107601968987297
2650.9982865431516840.003426913696631710.00171345684831586
2660.9968453020283620.006309395943275550.00315469797163778
2670.9953521136243150.009295772751370120.00464788637568506
2680.9919184701739360.01616305965212890.00808152982606445
2690.9872008838901390.02559823221972280.0127991161098614
2700.981761295067160.03647740986567960.0182387049328398
2710.9880165646275980.02396687074480430.0119834353724022
2720.9785502254589840.04289954908203170.0214497745410159
2730.9651347776780810.0697304446438380.034865222321919
2740.9785220934390170.04295581312196530.0214779065609827
2750.9653042348745670.06939153025086590.0346957651254329
2760.956701960863920.08659607827215910.0432980391360796
2770.9332263737669750.133547252466050.0667736262330248
2780.9018811769230760.1962376461538490.0981188230769244
2790.9018253622196150.196349275560770.0981746377803852
2800.8365610762430330.3268778475139340.163438923756967
2810.7280106395477910.5439787209044170.271989360452209
2820.9329225029078170.1341549941843670.0670774970921834

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
7 & 0.502750174783346 & 0.994499650433307 & 0.497249825216654 \tabularnewline
8 & 0.360170931625335 & 0.720341863250669 & 0.639829068374665 \tabularnewline
9 & 0.283761593003104 & 0.567523186006207 & 0.716238406996896 \tabularnewline
10 & 0.553577898474799 & 0.892844203050402 & 0.446422101525201 \tabularnewline
11 & 0.489870584812576 & 0.979741169625152 & 0.510129415187424 \tabularnewline
12 & 0.754896196746147 & 0.490207606507706 & 0.245103803253853 \tabularnewline
13 & 0.727114221843559 & 0.545771556312883 & 0.272885778156441 \tabularnewline
14 & 0.659377449960844 & 0.681245100078311 & 0.340622550039156 \tabularnewline
15 & 0.666851422172359 & 0.666297155655281 & 0.333148577827641 \tabularnewline
16 & 0.657512797350139 & 0.684974405299723 & 0.342487202649861 \tabularnewline
17 & 0.589328061947395 & 0.821343876105209 & 0.410671938052605 \tabularnewline
18 & 0.711421972981639 & 0.577156054036722 & 0.288578027018361 \tabularnewline
19 & 0.696373381105443 & 0.607253237789113 & 0.303626618894557 \tabularnewline
20 & 0.727728750254666 & 0.544542499490668 & 0.272271249745334 \tabularnewline
21 & 0.722126099699521 & 0.555747800600958 & 0.277873900300479 \tabularnewline
22 & 0.661943364934955 & 0.67611327013009 & 0.338056635065045 \tabularnewline
23 & 0.794170695643845 & 0.41165860871231 & 0.205829304356155 \tabularnewline
24 & 0.750927850102014 & 0.498144299795971 & 0.249072149897986 \tabularnewline
25 & 0.714442129854689 & 0.571115740290622 & 0.285557870145311 \tabularnewline
26 & 0.664414517567773 & 0.671170964864454 & 0.335585482432227 \tabularnewline
27 & 0.61676037768937 & 0.766479244621259 & 0.38323962231063 \tabularnewline
28 & 0.559418034536781 & 0.881163930926439 & 0.440581965463219 \tabularnewline
29 & 0.52365611012811 & 0.95268777974378 & 0.47634388987189 \tabularnewline
30 & 0.583146042867354 & 0.833707914265293 & 0.416853957132646 \tabularnewline
31 & 0.540448824422211 & 0.919102351155578 & 0.459551175577789 \tabularnewline
32 & 0.55464265019185 & 0.890714699616299 & 0.44535734980815 \tabularnewline
33 & 0.518887015399286 & 0.962225969201429 & 0.481112984600714 \tabularnewline
34 & 0.481474551841814 & 0.962949103683628 & 0.518525448158186 \tabularnewline
35 & 0.427839276150245 & 0.85567855230049 & 0.572160723849755 \tabularnewline
36 & 0.375931888184306 & 0.751863776368612 & 0.624068111815694 \tabularnewline
37 & 0.361502978062561 & 0.723005956125121 & 0.638497021937439 \tabularnewline
38 & 0.391332126820725 & 0.78266425364145 & 0.608667873179275 \tabularnewline
39 & 0.397657958637298 & 0.795315917274596 & 0.602342041362702 \tabularnewline
40 & 0.366916106822215 & 0.73383221364443 & 0.633083893177785 \tabularnewline
41 & 0.337327003507594 & 0.674654007015187 & 0.662672996492406 \tabularnewline
42 & 0.306038331613209 & 0.612076663226418 & 0.693961668386791 \tabularnewline
43 & 0.285601007861114 & 0.571202015722229 & 0.714398992138886 \tabularnewline
44 & 0.248374231012842 & 0.496748462025683 & 0.751625768987158 \tabularnewline
45 & 0.235990578000568 & 0.471981156001137 & 0.764009421999432 \tabularnewline
46 & 0.214712044176926 & 0.429424088353853 & 0.785287955823074 \tabularnewline
47 & 0.192853243803272 & 0.385706487606544 & 0.807146756196728 \tabularnewline
48 & 0.171351698103333 & 0.342703396206667 & 0.828648301896667 \tabularnewline
49 & 0.150208300648736 & 0.300416601297473 & 0.849791699351264 \tabularnewline
50 & 0.124705100849791 & 0.249410201699583 & 0.875294899150209 \tabularnewline
51 & 0.106667598332821 & 0.213335196665642 & 0.893332401667179 \tabularnewline
52 & 0.0991997500051239 & 0.198399500010248 & 0.900800249994876 \tabularnewline
53 & 0.0810090113246215 & 0.162018022649243 & 0.918990988675379 \tabularnewline
54 & 0.112482597250508 & 0.224965194501015 & 0.887517402749492 \tabularnewline
55 & 0.0925290751346681 & 0.185058150269336 & 0.907470924865332 \tabularnewline
56 & 0.0756298620751326 & 0.151259724150265 & 0.924370137924867 \tabularnewline
57 & 0.061677686833708 & 0.123355373667416 & 0.938322313166292 \tabularnewline
58 & 0.0579269791669717 & 0.115853958333943 & 0.942073020833028 \tabularnewline
59 & 0.0466603124847095 & 0.093320624969419 & 0.953339687515291 \tabularnewline
60 & 0.0371351156917646 & 0.0742702313835293 & 0.962864884308235 \tabularnewline
61 & 0.0291288731619291 & 0.0582577463238582 & 0.970871126838071 \tabularnewline
62 & 0.0420373677940489 & 0.0840747355880978 & 0.957962632205951 \tabularnewline
63 & 0.0487009795804247 & 0.0974019591608494 & 0.951299020419575 \tabularnewline
64 & 0.0434546693824271 & 0.0869093387648541 & 0.956545330617573 \tabularnewline
65 & 0.0638912959756521 & 0.127782591951304 & 0.936108704024348 \tabularnewline
66 & 0.0533808416297661 & 0.106761683259532 & 0.946619158370234 \tabularnewline
67 & 0.0432300307916296 & 0.0864600615832593 & 0.95676996920837 \tabularnewline
68 & 0.0405270451861966 & 0.0810540903723932 & 0.959472954813803 \tabularnewline
69 & 0.174114772860957 & 0.348229545721913 & 0.825885227139043 \tabularnewline
70 & 0.206531522471406 & 0.413063044942812 & 0.793468477528594 \tabularnewline
71 & 0.179370057237025 & 0.358740114474049 & 0.820629942762975 \tabularnewline
72 & 0.166130558070956 & 0.332261116141912 & 0.833869441929044 \tabularnewline
73 & 0.148571620398386 & 0.297143240796772 & 0.851428379601614 \tabularnewline
74 & 0.19781159357188 & 0.395623187143761 & 0.80218840642812 \tabularnewline
75 & 0.178415439876274 & 0.356830879752548 & 0.821584560123726 \tabularnewline
76 & 0.166840694911684 & 0.333681389823369 & 0.833159305088316 \tabularnewline
77 & 0.166279813136766 & 0.332559626273531 & 0.833720186863234 \tabularnewline
78 & 0.157529346497881 & 0.315058692995762 & 0.842470653502119 \tabularnewline
79 & 0.152638597080411 & 0.305277194160821 & 0.847361402919589 \tabularnewline
80 & 0.142030691072806 & 0.284061382145612 & 0.857969308927194 \tabularnewline
81 & 0.126985840924145 & 0.253971681848291 & 0.873014159075855 \tabularnewline
82 & 0.108708088992685 & 0.21741617798537 & 0.891291911007315 \tabularnewline
83 & 0.0935153739359432 & 0.187030747871886 & 0.906484626064057 \tabularnewline
84 & 0.0800314643472956 & 0.160062928694591 & 0.919968535652704 \tabularnewline
85 & 0.940024048045191 & 0.119951903909619 & 0.0599759519548093 \tabularnewline
86 & 0.928941935888737 & 0.142116128222527 & 0.0710580641112634 \tabularnewline
87 & 0.919626240387654 & 0.160747519224691 & 0.0803737596123456 \tabularnewline
88 & 0.907131398675196 & 0.185737202649608 & 0.0928686013248041 \tabularnewline
89 & 0.898529640774884 & 0.202940718450232 & 0.101470359225116 \tabularnewline
90 & 0.898721592919788 & 0.202556814160423 & 0.101278407080212 \tabularnewline
91 & 0.882024897040022 & 0.235950205919957 & 0.117975102959978 \tabularnewline
92 & 0.890134047574819 & 0.219731904850361 & 0.109865952425181 \tabularnewline
93 & 0.914589546983078 & 0.170820906033845 & 0.0854104530169224 \tabularnewline
94 & 0.920587462589359 & 0.158825074821283 & 0.0794125374106415 \tabularnewline
95 & 0.917554982514646 & 0.164890034970708 & 0.082445017485354 \tabularnewline
96 & 0.905731979713356 & 0.188536040573287 & 0.0942680202866437 \tabularnewline
97 & 0.931669200156925 & 0.13666159968615 & 0.0683307998430748 \tabularnewline
98 & 0.95473552971094 & 0.0905289405781205 & 0.0452644702890602 \tabularnewline
99 & 0.970740106028571 & 0.0585197879428576 & 0.0292598939714288 \tabularnewline
100 & 0.968812111032714 & 0.062375777934571 & 0.0311878889672855 \tabularnewline
101 & 0.96333136221976 & 0.0733372755604797 & 0.0366686377802398 \tabularnewline
102 & 0.967877373261926 & 0.0642452534761474 & 0.0321226267380737 \tabularnewline
103 & 0.966728349080355 & 0.0665433018392897 & 0.0332716509196448 \tabularnewline
104 & 0.981568914779769 & 0.0368621704404627 & 0.0184310852202314 \tabularnewline
105 & 0.994462575191316 & 0.0110748496173679 & 0.00553742480868396 \tabularnewline
106 & 0.999175511240209 & 0.00164897751958113 & 0.000824488759790565 \tabularnewline
107 & 0.99897466750341 & 0.00205066499317928 & 0.00102533249658964 \tabularnewline
108 & 0.99888131835996 & 0.00223736328008083 & 0.00111868164004042 \tabularnewline
109 & 0.999814966714691 & 0.0003700665706169 & 0.00018503328530845 \tabularnewline
110 & 0.999751607387271 & 0.000496785225457537 & 0.000248392612728769 \tabularnewline
111 & 0.999828620445149 & 0.000342759109702543 & 0.000171379554851272 \tabularnewline
112 & 0.999879943059994 & 0.000240113880011107 & 0.000120056940005554 \tabularnewline
113 & 0.999842767902875 & 0.000314464194249134 & 0.000157232097124567 \tabularnewline
114 & 0.999814552263287 & 0.00037089547342599 & 0.000185447736712995 \tabularnewline
115 & 0.999761150858415 & 0.00047769828317017 & 0.000238849141585085 \tabularnewline
116 & 0.999674043210919 & 0.000651913578161259 & 0.000325956789080629 \tabularnewline
117 & 0.99955740863303 & 0.000885182733939067 & 0.000442591366969533 \tabularnewline
118 & 0.999552366713812 & 0.000895266572375086 & 0.000447633286187543 \tabularnewline
119 & 0.99999999940964 & 1.18071931982209e-09 & 5.90359659911045e-10 \tabularnewline
120 & 0.999999999038903 & 1.92219424682952e-09 & 9.6109712341476e-10 \tabularnewline
121 & 0.99999999859084 & 2.81832001606593e-09 & 1.40916000803297e-09 \tabularnewline
122 & 0.999999998006787 & 3.98642678073201e-09 & 1.993213390366e-09 \tabularnewline
123 & 0.999999997265481 & 5.46903731026264e-09 & 2.73451865513132e-09 \tabularnewline
124 & 0.999999999991395 & 1.72095508781062e-11 & 8.60477543905309e-12 \tabularnewline
125 & 0.99999999999554 & 8.91987513437656e-12 & 4.45993756718828e-12 \tabularnewline
126 & 0.999999999992454 & 1.50913765467755e-11 & 7.54568827338773e-12 \tabularnewline
127 & 0.999999999987999 & 2.40019273655131e-11 & 1.20009636827565e-11 \tabularnewline
128 & 0.999999999982436 & 3.51283726965361e-11 & 1.75641863482681e-11 \tabularnewline
129 & 0.999999999969953 & 6.00933123298222e-11 & 3.00466561649111e-11 \tabularnewline
130 & 0.999999999949993 & 1.00014181722117e-10 & 5.00070908610584e-11 \tabularnewline
131 & 0.999999999915589 & 1.68821972700788e-10 & 8.44109863503939e-11 \tabularnewline
132 & 0.999999999861964 & 2.76071492134659e-10 & 1.38035746067329e-10 \tabularnewline
133 & 0.999999999768495 & 4.63010318710826e-10 & 2.31505159355413e-10 \tabularnewline
134 & 0.999999999737119 & 5.25762156209684e-10 & 2.62881078104842e-10 \tabularnewline
135 & 0.999999999872285 & 2.55429714910505e-10 & 1.27714857455252e-10 \tabularnewline
136 & 0.999999999824881 & 3.5023895839485e-10 & 1.75119479197425e-10 \tabularnewline
137 & 0.999999999716659 & 5.66682225657944e-10 & 2.83341112828972e-10 \tabularnewline
138 & 0.99999999973615 & 5.27700241294588e-10 & 2.63850120647294e-10 \tabularnewline
139 & 0.999999999790373 & 4.19252971995734e-10 & 2.09626485997867e-10 \tabularnewline
140 & 0.999999999653174 & 6.93651317876462e-10 & 3.46825658938231e-10 \tabularnewline
141 & 0.999999999499132 & 1.00173637846449e-09 & 5.00868189232247e-10 \tabularnewline
142 & 0.999999999341826 & 1.31634734256681e-09 & 6.58173671283406e-10 \tabularnewline
143 & 0.999999999334146 & 1.33170745922003e-09 & 6.65853729610015e-10 \tabularnewline
144 & 0.999999999198868 & 1.60226350844159e-09 & 8.01131754220797e-10 \tabularnewline
145 & 0.999999999008716 & 1.98256836531302e-09 & 9.9128418265651e-10 \tabularnewline
146 & 0.999999998627818 & 2.74436313383885e-09 & 1.37218156691943e-09 \tabularnewline
147 & 0.999999998082573 & 3.83485343834751e-09 & 1.91742671917376e-09 \tabularnewline
148 & 0.999999999614737 & 7.70525219403454e-10 & 3.85262609701727e-10 \tabularnewline
149 & 0.999999999362232 & 1.27553642548384e-09 & 6.37768212741921e-10 \tabularnewline
150 & 0.999999998955691 & 2.08861728554336e-09 & 1.04430864277168e-09 \tabularnewline
151 & 0.999999998917727 & 2.16454696345057e-09 & 1.08227348172528e-09 \tabularnewline
152 & 0.999999998284431 & 3.43113721693681e-09 & 1.71556860846841e-09 \tabularnewline
153 & 0.999999997143699 & 5.71260245507555e-09 & 2.85630122753778e-09 \tabularnewline
154 & 0.999999996835397 & 6.3292065723617e-09 & 3.16460328618085e-09 \tabularnewline
155 & 0.999999994721738 & 1.05565247341681e-08 & 5.27826236708407e-09 \tabularnewline
156 & 0.999999999992333 & 1.53348823428e-11 & 7.66744117139999e-12 \tabularnewline
157 & 0.999999999986155 & 2.76908275010471e-11 & 1.38454137505235e-11 \tabularnewline
158 & 0.999999999976913 & 4.61740909735721e-11 & 2.3087045486786e-11 \tabularnewline
159 & 0.999999999959467 & 8.10661719144389e-11 & 4.05330859572194e-11 \tabularnewline
160 & 0.999999999928755 & 1.42489266811991e-10 & 7.12446334059955e-11 \tabularnewline
161 & 0.999999999887899 & 2.24201396494079e-10 & 1.1210069824704e-10 \tabularnewline
162 & 0.999999999997544 & 4.91157593790589e-12 & 2.45578796895295e-12 \tabularnewline
163 & 0.999999999995538 & 8.92411998484502e-12 & 4.46205999242251e-12 \tabularnewline
164 & 0.999999999996028 & 7.94336826923614e-12 & 3.97168413461807e-12 \tabularnewline
165 & 0.99999999999389 & 1.22203504746201e-11 & 6.11017523731003e-12 \tabularnewline
166 & 0.999999999989876 & 2.02482889058903e-11 & 1.01241444529452e-11 \tabularnewline
167 & 0.999999999990033 & 1.99336439855726e-11 & 9.9668219927863e-12 \tabularnewline
168 & 0.999999999984928 & 3.01444662392564e-11 & 1.50722331196282e-11 \tabularnewline
169 & 0.999999999977958 & 4.40842024708476e-11 & 2.20421012354238e-11 \tabularnewline
170 & 0.99999999997058 & 5.88391766168591e-11 & 2.94195883084296e-11 \tabularnewline
171 & 0.99999999994784 & 1.04319125092856e-10 & 5.21595625464279e-11 \tabularnewline
172 & 0.999999999964791 & 7.0418764475085e-11 & 3.52093822375425e-11 \tabularnewline
173 & 0.999999999961842 & 7.63158008785223e-11 & 3.81579004392611e-11 \tabularnewline
174 & 0.999999999934543 & 1.30913191196311e-10 & 6.54565955981557e-11 \tabularnewline
175 & 0.999999999998554 & 2.89220217907901e-12 & 1.44610108953951e-12 \tabularnewline
176 & 0.999999999997733 & 4.53363542846387e-12 & 2.26681771423194e-12 \tabularnewline
177 & 0.999999999999997 & 6.65539114415927e-15 & 3.32769557207964e-15 \tabularnewline
178 & 0.999999999999995 & 9.75083204432416e-15 & 4.87541602216208e-15 \tabularnewline
179 & 1 & 4.4037375221267e-17 & 2.20186876106335e-17 \tabularnewline
180 & 1 & 7.3300787993601e-17 & 3.66503939968005e-17 \tabularnewline
181 & 1 & 1.33006280820579e-16 & 6.65031404102896e-17 \tabularnewline
182 & 1 & 2.1553168403897e-16 & 1.07765842019485e-16 \tabularnewline
183 & 1 & 4.8194205435036e-16 & 2.4097102717518e-16 \tabularnewline
184 & 1 & 8.85218677530311e-16 & 4.42609338765155e-16 \tabularnewline
185 & 1 & 2.62054820944983e-16 & 1.31027410472491e-16 \tabularnewline
186 & 1 & 5.93483025835063e-16 & 2.96741512917532e-16 \tabularnewline
187 & 0.999999999999999 & 1.1566334295632e-15 & 5.78316714781599e-16 \tabularnewline
188 & 0.999999999999999 & 2.58123125391287e-15 & 1.29061562695643e-15 \tabularnewline
189 & 0.999999999999997 & 5.02018849942896e-15 & 2.51009424971448e-15 \tabularnewline
190 & 0.999999999999996 & 7.55093937561589e-15 & 3.77546968780794e-15 \tabularnewline
191 & 0.999999999999998 & 4.59127442034891e-15 & 2.29563721017446e-15 \tabularnewline
192 & 0.999999999999996 & 8.99074077451305e-15 & 4.49537038725653e-15 \tabularnewline
193 & 0.999999999999991 & 1.84029780111518e-14 & 9.2014890055759e-15 \tabularnewline
194 & 0.999999999999982 & 3.65598406065022e-14 & 1.82799203032511e-14 \tabularnewline
195 & 0.999999999999986 & 2.72386943835869e-14 & 1.36193471917935e-14 \tabularnewline
196 & 0.999999999999971 & 5.79742324144942e-14 & 2.89871162072471e-14 \tabularnewline
197 & 0.999999999999943 & 1.12968724899614e-13 & 5.64843624498072e-14 \tabularnewline
198 & 0.999999999999999 & 1.33313853653809e-15 & 6.66569268269046e-16 \tabularnewline
199 & 0.999999999999999 & 1.04919936888983e-15 & 5.24599684444917e-16 \tabularnewline
200 & 1 & 8.72688973711222e-16 & 4.36344486855611e-16 \tabularnewline
201 & 0.999999999999999 & 1.9778693593264e-15 & 9.88934679663202e-16 \tabularnewline
202 & 0.999999999999999 & 1.6812420382826e-15 & 8.40621019141298e-16 \tabularnewline
203 & 0.999999999999998 & 3.66707493165837e-15 & 1.83353746582918e-15 \tabularnewline
204 & 0.999999999999997 & 6.40651863299633e-15 & 3.20325931649817e-15 \tabularnewline
205 & 0.999999999999994 & 1.27856307231393e-14 & 6.39281536156967e-15 \tabularnewline
206 & 0.999999999999988 & 2.482937443304e-14 & 1.241468721652e-14 \tabularnewline
207 & 0.999999999999977 & 4.6031522477988e-14 & 2.3015761238994e-14 \tabularnewline
208 & 0.99999999999995 & 9.99054648212666e-14 & 4.99527324106333e-14 \tabularnewline
209 & 0.999999999999918 & 1.64798897914366e-13 & 8.23994489571831e-14 \tabularnewline
210 & 0.999999999999926 & 1.49011756229867e-13 & 7.45058781149333e-14 \tabularnewline
211 & 0.999999999999846 & 3.07326610352744e-13 & 1.53663305176372e-13 \tabularnewline
212 & 0.999999999999697 & 6.06733477677307e-13 & 3.03366738838653e-13 \tabularnewline
213 & 0.999999999999325 & 1.34971298618276e-12 & 6.74856493091378e-13 \tabularnewline
214 & 0.99999999999853 & 2.93966159228482e-12 & 1.46983079614241e-12 \tabularnewline
215 & 0.999999999997615 & 4.76965502124162e-12 & 2.38482751062081e-12 \tabularnewline
216 & 0.999999999997437 & 5.12660125044935e-12 & 2.56330062522467e-12 \tabularnewline
217 & 0.999999999994363 & 1.12739016882858e-11 & 5.63695084414291e-12 \tabularnewline
218 & 0.999999999994744 & 1.05115779435207e-11 & 5.25578897176037e-12 \tabularnewline
219 & 0.999999999989846 & 2.03084953255888e-11 & 1.01542476627944e-11 \tabularnewline
220 & 0.999999999982382 & 3.52360116595681e-11 & 1.76180058297841e-11 \tabularnewline
221 & 0.999999999961893 & 7.62138117586973e-11 & 3.81069058793487e-11 \tabularnewline
222 & 0.99999999997745 & 4.51004902042712e-11 & 2.25502451021356e-11 \tabularnewline
223 & 0.999999999959344 & 8.13113622564308e-11 & 4.06556811282154e-11 \tabularnewline
224 & 0.99999999991812 & 1.63759624701508e-10 & 8.18798123507542e-11 \tabularnewline
225 & 0.999999999912078 & 1.75843683597722e-10 & 8.79218417988608e-11 \tabularnewline
226 & 0.999999999931449 & 1.37101935845383e-10 & 6.85509679226913e-11 \tabularnewline
227 & 0.999999999907921 & 1.84157324885528e-10 & 9.20786624427642e-11 \tabularnewline
228 & 0.99999999984687 & 3.06260378956679e-10 & 1.53130189478339e-10 \tabularnewline
229 & 0.99999999977129 & 4.57419437430378e-10 & 2.28709718715189e-10 \tabularnewline
230 & 0.999999999976842 & 4.63162559721276e-11 & 2.31581279860638e-11 \tabularnewline
231 & 0.999999999973937 & 5.21266081473852e-11 & 2.60633040736926e-11 \tabularnewline
232 & 0.999999999938478 & 1.23043557549247e-10 & 6.15217787746234e-11 \tabularnewline
233 & 0.999999999959155 & 8.16898861248455e-11 & 4.08449430624227e-11 \tabularnewline
234 & 0.999999999904282 & 1.91435447509917e-10 & 9.57177237549586e-11 \tabularnewline
235 & 0.999999999805886 & 3.88228618512621e-10 & 1.94114309256311e-10 \tabularnewline
236 & 0.999999999549068 & 9.01864126196995e-10 & 4.50932063098497e-10 \tabularnewline
237 & 0.999999999335826 & 1.32834753940421e-09 & 6.64173769702107e-10 \tabularnewline
238 & 0.999999998881271 & 2.23745812059712e-09 & 1.11872906029856e-09 \tabularnewline
239 & 0.999999997875766 & 4.2484678398592e-09 & 2.1242339199296e-09 \tabularnewline
240 & 0.999999995456171 & 9.08765856286766e-09 & 4.54382928143383e-09 \tabularnewline
241 & 0.999999990601343 & 1.87973149214499e-08 & 9.39865746072495e-09 \tabularnewline
242 & 0.999999981036688 & 3.79266235151074e-08 & 1.89633117575537e-08 \tabularnewline
243 & 0.999999968861965 & 6.22760697366102e-08 & 3.11380348683051e-08 \tabularnewline
244 & 0.999999936450797 & 1.27098406206728e-07 & 6.35492031033641e-08 \tabularnewline
245 & 0.999999865847276 & 2.6830544785347e-07 & 1.34152723926735e-07 \tabularnewline
246 & 0.999999798633996 & 4.0273200800918e-07 & 2.0136600400459e-07 \tabularnewline
247 & 0.999999676248788 & 6.4750242451023e-07 & 3.23751212255115e-07 \tabularnewline
248 & 0.999999309652576 & 1.38069484718924e-06 & 6.9034742359462e-07 \tabularnewline
249 & 0.999998834230823 & 2.33153835300997e-06 & 1.16576917650499e-06 \tabularnewline
250 & 0.999999388025455 & 1.22394909091087e-06 & 6.11974545455434e-07 \tabularnewline
251 & 0.99999872820812 & 2.54358375982134e-06 & 1.27179187991067e-06 \tabularnewline
252 & 0.999997862270971 & 4.27545805894449e-06 & 2.13772902947225e-06 \tabularnewline
253 & 0.999995477733002 & 9.0445339967157e-06 & 4.52226699835785e-06 \tabularnewline
254 & 0.999992289996912 & 1.54200061767745e-05 & 7.71000308838724e-06 \tabularnewline
255 & 0.999989738968644 & 2.05220627117204e-05 & 1.02610313558602e-05 \tabularnewline
256 & 0.999980725025494 & 3.85499490124311e-05 & 1.92749745062156e-05 \tabularnewline
257 & 0.999973577042326 & 5.28459153481336e-05 & 2.64229576740668e-05 \tabularnewline
258 & 0.999948515117894 & 0.000102969764212699 & 5.14848821063494e-05 \tabularnewline
259 & 0.99992805126877 & 0.000143897462459423 & 7.19487312297115e-05 \tabularnewline
260 & 0.999859301218867 & 0.000281397562266241 & 0.000140698781133121 \tabularnewline
261 & 0.999810301250943 & 0.000379397498113654 & 0.000189698749056827 \tabularnewline
262 & 0.999638105710918 & 0.000723788578162988 & 0.000361894289081494 \tabularnewline
263 & 0.999419591703018 & 0.00116081659396467 & 0.000580408296982333 \tabularnewline
264 & 0.998923980310127 & 0.00215203937974594 & 0.00107601968987297 \tabularnewline
265 & 0.998286543151684 & 0.00342691369663171 & 0.00171345684831586 \tabularnewline
266 & 0.996845302028362 & 0.00630939594327555 & 0.00315469797163778 \tabularnewline
267 & 0.995352113624315 & 0.00929577275137012 & 0.00464788637568506 \tabularnewline
268 & 0.991918470173936 & 0.0161630596521289 & 0.00808152982606445 \tabularnewline
269 & 0.987200883890139 & 0.0255982322197228 & 0.0127991161098614 \tabularnewline
270 & 0.98176129506716 & 0.0364774098656796 & 0.0182387049328398 \tabularnewline
271 & 0.988016564627598 & 0.0239668707448043 & 0.0119834353724022 \tabularnewline
272 & 0.978550225458984 & 0.0428995490820317 & 0.0214497745410159 \tabularnewline
273 & 0.965134777678081 & 0.069730444643838 & 0.034865222321919 \tabularnewline
274 & 0.978522093439017 & 0.0429558131219653 & 0.0214779065609827 \tabularnewline
275 & 0.965304234874567 & 0.0693915302508659 & 0.0346957651254329 \tabularnewline
276 & 0.95670196086392 & 0.0865960782721591 & 0.0432980391360796 \tabularnewline
277 & 0.933226373766975 & 0.13354725246605 & 0.0667736262330248 \tabularnewline
278 & 0.901881176923076 & 0.196237646153849 & 0.0981188230769244 \tabularnewline
279 & 0.901825362219615 & 0.19634927556077 & 0.0981746377803852 \tabularnewline
280 & 0.836561076243033 & 0.326877847513934 & 0.163438923756967 \tabularnewline
281 & 0.728010639547791 & 0.543978720904417 & 0.271989360452209 \tabularnewline
282 & 0.932922502907817 & 0.134154994184367 & 0.0670774970921834 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=198216&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]0.502750174783346[/C][C]0.994499650433307[/C][C]0.497249825216654[/C][/ROW]
[ROW][C]8[/C][C]0.360170931625335[/C][C]0.720341863250669[/C][C]0.639829068374665[/C][/ROW]
[ROW][C]9[/C][C]0.283761593003104[/C][C]0.567523186006207[/C][C]0.716238406996896[/C][/ROW]
[ROW][C]10[/C][C]0.553577898474799[/C][C]0.892844203050402[/C][C]0.446422101525201[/C][/ROW]
[ROW][C]11[/C][C]0.489870584812576[/C][C]0.979741169625152[/C][C]0.510129415187424[/C][/ROW]
[ROW][C]12[/C][C]0.754896196746147[/C][C]0.490207606507706[/C][C]0.245103803253853[/C][/ROW]
[ROW][C]13[/C][C]0.727114221843559[/C][C]0.545771556312883[/C][C]0.272885778156441[/C][/ROW]
[ROW][C]14[/C][C]0.659377449960844[/C][C]0.681245100078311[/C][C]0.340622550039156[/C][/ROW]
[ROW][C]15[/C][C]0.666851422172359[/C][C]0.666297155655281[/C][C]0.333148577827641[/C][/ROW]
[ROW][C]16[/C][C]0.657512797350139[/C][C]0.684974405299723[/C][C]0.342487202649861[/C][/ROW]
[ROW][C]17[/C][C]0.589328061947395[/C][C]0.821343876105209[/C][C]0.410671938052605[/C][/ROW]
[ROW][C]18[/C][C]0.711421972981639[/C][C]0.577156054036722[/C][C]0.288578027018361[/C][/ROW]
[ROW][C]19[/C][C]0.696373381105443[/C][C]0.607253237789113[/C][C]0.303626618894557[/C][/ROW]
[ROW][C]20[/C][C]0.727728750254666[/C][C]0.544542499490668[/C][C]0.272271249745334[/C][/ROW]
[ROW][C]21[/C][C]0.722126099699521[/C][C]0.555747800600958[/C][C]0.277873900300479[/C][/ROW]
[ROW][C]22[/C][C]0.661943364934955[/C][C]0.67611327013009[/C][C]0.338056635065045[/C][/ROW]
[ROW][C]23[/C][C]0.794170695643845[/C][C]0.41165860871231[/C][C]0.205829304356155[/C][/ROW]
[ROW][C]24[/C][C]0.750927850102014[/C][C]0.498144299795971[/C][C]0.249072149897986[/C][/ROW]
[ROW][C]25[/C][C]0.714442129854689[/C][C]0.571115740290622[/C][C]0.285557870145311[/C][/ROW]
[ROW][C]26[/C][C]0.664414517567773[/C][C]0.671170964864454[/C][C]0.335585482432227[/C][/ROW]
[ROW][C]27[/C][C]0.61676037768937[/C][C]0.766479244621259[/C][C]0.38323962231063[/C][/ROW]
[ROW][C]28[/C][C]0.559418034536781[/C][C]0.881163930926439[/C][C]0.440581965463219[/C][/ROW]
[ROW][C]29[/C][C]0.52365611012811[/C][C]0.95268777974378[/C][C]0.47634388987189[/C][/ROW]
[ROW][C]30[/C][C]0.583146042867354[/C][C]0.833707914265293[/C][C]0.416853957132646[/C][/ROW]
[ROW][C]31[/C][C]0.540448824422211[/C][C]0.919102351155578[/C][C]0.459551175577789[/C][/ROW]
[ROW][C]32[/C][C]0.55464265019185[/C][C]0.890714699616299[/C][C]0.44535734980815[/C][/ROW]
[ROW][C]33[/C][C]0.518887015399286[/C][C]0.962225969201429[/C][C]0.481112984600714[/C][/ROW]
[ROW][C]34[/C][C]0.481474551841814[/C][C]0.962949103683628[/C][C]0.518525448158186[/C][/ROW]
[ROW][C]35[/C][C]0.427839276150245[/C][C]0.85567855230049[/C][C]0.572160723849755[/C][/ROW]
[ROW][C]36[/C][C]0.375931888184306[/C][C]0.751863776368612[/C][C]0.624068111815694[/C][/ROW]
[ROW][C]37[/C][C]0.361502978062561[/C][C]0.723005956125121[/C][C]0.638497021937439[/C][/ROW]
[ROW][C]38[/C][C]0.391332126820725[/C][C]0.78266425364145[/C][C]0.608667873179275[/C][/ROW]
[ROW][C]39[/C][C]0.397657958637298[/C][C]0.795315917274596[/C][C]0.602342041362702[/C][/ROW]
[ROW][C]40[/C][C]0.366916106822215[/C][C]0.73383221364443[/C][C]0.633083893177785[/C][/ROW]
[ROW][C]41[/C][C]0.337327003507594[/C][C]0.674654007015187[/C][C]0.662672996492406[/C][/ROW]
[ROW][C]42[/C][C]0.306038331613209[/C][C]0.612076663226418[/C][C]0.693961668386791[/C][/ROW]
[ROW][C]43[/C][C]0.285601007861114[/C][C]0.571202015722229[/C][C]0.714398992138886[/C][/ROW]
[ROW][C]44[/C][C]0.248374231012842[/C][C]0.496748462025683[/C][C]0.751625768987158[/C][/ROW]
[ROW][C]45[/C][C]0.235990578000568[/C][C]0.471981156001137[/C][C]0.764009421999432[/C][/ROW]
[ROW][C]46[/C][C]0.214712044176926[/C][C]0.429424088353853[/C][C]0.785287955823074[/C][/ROW]
[ROW][C]47[/C][C]0.192853243803272[/C][C]0.385706487606544[/C][C]0.807146756196728[/C][/ROW]
[ROW][C]48[/C][C]0.171351698103333[/C][C]0.342703396206667[/C][C]0.828648301896667[/C][/ROW]
[ROW][C]49[/C][C]0.150208300648736[/C][C]0.300416601297473[/C][C]0.849791699351264[/C][/ROW]
[ROW][C]50[/C][C]0.124705100849791[/C][C]0.249410201699583[/C][C]0.875294899150209[/C][/ROW]
[ROW][C]51[/C][C]0.106667598332821[/C][C]0.213335196665642[/C][C]0.893332401667179[/C][/ROW]
[ROW][C]52[/C][C]0.0991997500051239[/C][C]0.198399500010248[/C][C]0.900800249994876[/C][/ROW]
[ROW][C]53[/C][C]0.0810090113246215[/C][C]0.162018022649243[/C][C]0.918990988675379[/C][/ROW]
[ROW][C]54[/C][C]0.112482597250508[/C][C]0.224965194501015[/C][C]0.887517402749492[/C][/ROW]
[ROW][C]55[/C][C]0.0925290751346681[/C][C]0.185058150269336[/C][C]0.907470924865332[/C][/ROW]
[ROW][C]56[/C][C]0.0756298620751326[/C][C]0.151259724150265[/C][C]0.924370137924867[/C][/ROW]
[ROW][C]57[/C][C]0.061677686833708[/C][C]0.123355373667416[/C][C]0.938322313166292[/C][/ROW]
[ROW][C]58[/C][C]0.0579269791669717[/C][C]0.115853958333943[/C][C]0.942073020833028[/C][/ROW]
[ROW][C]59[/C][C]0.0466603124847095[/C][C]0.093320624969419[/C][C]0.953339687515291[/C][/ROW]
[ROW][C]60[/C][C]0.0371351156917646[/C][C]0.0742702313835293[/C][C]0.962864884308235[/C][/ROW]
[ROW][C]61[/C][C]0.0291288731619291[/C][C]0.0582577463238582[/C][C]0.970871126838071[/C][/ROW]
[ROW][C]62[/C][C]0.0420373677940489[/C][C]0.0840747355880978[/C][C]0.957962632205951[/C][/ROW]
[ROW][C]63[/C][C]0.0487009795804247[/C][C]0.0974019591608494[/C][C]0.951299020419575[/C][/ROW]
[ROW][C]64[/C][C]0.0434546693824271[/C][C]0.0869093387648541[/C][C]0.956545330617573[/C][/ROW]
[ROW][C]65[/C][C]0.0638912959756521[/C][C]0.127782591951304[/C][C]0.936108704024348[/C][/ROW]
[ROW][C]66[/C][C]0.0533808416297661[/C][C]0.106761683259532[/C][C]0.946619158370234[/C][/ROW]
[ROW][C]67[/C][C]0.0432300307916296[/C][C]0.0864600615832593[/C][C]0.95676996920837[/C][/ROW]
[ROW][C]68[/C][C]0.0405270451861966[/C][C]0.0810540903723932[/C][C]0.959472954813803[/C][/ROW]
[ROW][C]69[/C][C]0.174114772860957[/C][C]0.348229545721913[/C][C]0.825885227139043[/C][/ROW]
[ROW][C]70[/C][C]0.206531522471406[/C][C]0.413063044942812[/C][C]0.793468477528594[/C][/ROW]
[ROW][C]71[/C][C]0.179370057237025[/C][C]0.358740114474049[/C][C]0.820629942762975[/C][/ROW]
[ROW][C]72[/C][C]0.166130558070956[/C][C]0.332261116141912[/C][C]0.833869441929044[/C][/ROW]
[ROW][C]73[/C][C]0.148571620398386[/C][C]0.297143240796772[/C][C]0.851428379601614[/C][/ROW]
[ROW][C]74[/C][C]0.19781159357188[/C][C]0.395623187143761[/C][C]0.80218840642812[/C][/ROW]
[ROW][C]75[/C][C]0.178415439876274[/C][C]0.356830879752548[/C][C]0.821584560123726[/C][/ROW]
[ROW][C]76[/C][C]0.166840694911684[/C][C]0.333681389823369[/C][C]0.833159305088316[/C][/ROW]
[ROW][C]77[/C][C]0.166279813136766[/C][C]0.332559626273531[/C][C]0.833720186863234[/C][/ROW]
[ROW][C]78[/C][C]0.157529346497881[/C][C]0.315058692995762[/C][C]0.842470653502119[/C][/ROW]
[ROW][C]79[/C][C]0.152638597080411[/C][C]0.305277194160821[/C][C]0.847361402919589[/C][/ROW]
[ROW][C]80[/C][C]0.142030691072806[/C][C]0.284061382145612[/C][C]0.857969308927194[/C][/ROW]
[ROW][C]81[/C][C]0.126985840924145[/C][C]0.253971681848291[/C][C]0.873014159075855[/C][/ROW]
[ROW][C]82[/C][C]0.108708088992685[/C][C]0.21741617798537[/C][C]0.891291911007315[/C][/ROW]
[ROW][C]83[/C][C]0.0935153739359432[/C][C]0.187030747871886[/C][C]0.906484626064057[/C][/ROW]
[ROW][C]84[/C][C]0.0800314643472956[/C][C]0.160062928694591[/C][C]0.919968535652704[/C][/ROW]
[ROW][C]85[/C][C]0.940024048045191[/C][C]0.119951903909619[/C][C]0.0599759519548093[/C][/ROW]
[ROW][C]86[/C][C]0.928941935888737[/C][C]0.142116128222527[/C][C]0.0710580641112634[/C][/ROW]
[ROW][C]87[/C][C]0.919626240387654[/C][C]0.160747519224691[/C][C]0.0803737596123456[/C][/ROW]
[ROW][C]88[/C][C]0.907131398675196[/C][C]0.185737202649608[/C][C]0.0928686013248041[/C][/ROW]
[ROW][C]89[/C][C]0.898529640774884[/C][C]0.202940718450232[/C][C]0.101470359225116[/C][/ROW]
[ROW][C]90[/C][C]0.898721592919788[/C][C]0.202556814160423[/C][C]0.101278407080212[/C][/ROW]
[ROW][C]91[/C][C]0.882024897040022[/C][C]0.235950205919957[/C][C]0.117975102959978[/C][/ROW]
[ROW][C]92[/C][C]0.890134047574819[/C][C]0.219731904850361[/C][C]0.109865952425181[/C][/ROW]
[ROW][C]93[/C][C]0.914589546983078[/C][C]0.170820906033845[/C][C]0.0854104530169224[/C][/ROW]
[ROW][C]94[/C][C]0.920587462589359[/C][C]0.158825074821283[/C][C]0.0794125374106415[/C][/ROW]
[ROW][C]95[/C][C]0.917554982514646[/C][C]0.164890034970708[/C][C]0.082445017485354[/C][/ROW]
[ROW][C]96[/C][C]0.905731979713356[/C][C]0.188536040573287[/C][C]0.0942680202866437[/C][/ROW]
[ROW][C]97[/C][C]0.931669200156925[/C][C]0.13666159968615[/C][C]0.0683307998430748[/C][/ROW]
[ROW][C]98[/C][C]0.95473552971094[/C][C]0.0905289405781205[/C][C]0.0452644702890602[/C][/ROW]
[ROW][C]99[/C][C]0.970740106028571[/C][C]0.0585197879428576[/C][C]0.0292598939714288[/C][/ROW]
[ROW][C]100[/C][C]0.968812111032714[/C][C]0.062375777934571[/C][C]0.0311878889672855[/C][/ROW]
[ROW][C]101[/C][C]0.96333136221976[/C][C]0.0733372755604797[/C][C]0.0366686377802398[/C][/ROW]
[ROW][C]102[/C][C]0.967877373261926[/C][C]0.0642452534761474[/C][C]0.0321226267380737[/C][/ROW]
[ROW][C]103[/C][C]0.966728349080355[/C][C]0.0665433018392897[/C][C]0.0332716509196448[/C][/ROW]
[ROW][C]104[/C][C]0.981568914779769[/C][C]0.0368621704404627[/C][C]0.0184310852202314[/C][/ROW]
[ROW][C]105[/C][C]0.994462575191316[/C][C]0.0110748496173679[/C][C]0.00553742480868396[/C][/ROW]
[ROW][C]106[/C][C]0.999175511240209[/C][C]0.00164897751958113[/C][C]0.000824488759790565[/C][/ROW]
[ROW][C]107[/C][C]0.99897466750341[/C][C]0.00205066499317928[/C][C]0.00102533249658964[/C][/ROW]
[ROW][C]108[/C][C]0.99888131835996[/C][C]0.00223736328008083[/C][C]0.00111868164004042[/C][/ROW]
[ROW][C]109[/C][C]0.999814966714691[/C][C]0.0003700665706169[/C][C]0.00018503328530845[/C][/ROW]
[ROW][C]110[/C][C]0.999751607387271[/C][C]0.000496785225457537[/C][C]0.000248392612728769[/C][/ROW]
[ROW][C]111[/C][C]0.999828620445149[/C][C]0.000342759109702543[/C][C]0.000171379554851272[/C][/ROW]
[ROW][C]112[/C][C]0.999879943059994[/C][C]0.000240113880011107[/C][C]0.000120056940005554[/C][/ROW]
[ROW][C]113[/C][C]0.999842767902875[/C][C]0.000314464194249134[/C][C]0.000157232097124567[/C][/ROW]
[ROW][C]114[/C][C]0.999814552263287[/C][C]0.00037089547342599[/C][C]0.000185447736712995[/C][/ROW]
[ROW][C]115[/C][C]0.999761150858415[/C][C]0.00047769828317017[/C][C]0.000238849141585085[/C][/ROW]
[ROW][C]116[/C][C]0.999674043210919[/C][C]0.000651913578161259[/C][C]0.000325956789080629[/C][/ROW]
[ROW][C]117[/C][C]0.99955740863303[/C][C]0.000885182733939067[/C][C]0.000442591366969533[/C][/ROW]
[ROW][C]118[/C][C]0.999552366713812[/C][C]0.000895266572375086[/C][C]0.000447633286187543[/C][/ROW]
[ROW][C]119[/C][C]0.99999999940964[/C][C]1.18071931982209e-09[/C][C]5.90359659911045e-10[/C][/ROW]
[ROW][C]120[/C][C]0.999999999038903[/C][C]1.92219424682952e-09[/C][C]9.6109712341476e-10[/C][/ROW]
[ROW][C]121[/C][C]0.99999999859084[/C][C]2.81832001606593e-09[/C][C]1.40916000803297e-09[/C][/ROW]
[ROW][C]122[/C][C]0.999999998006787[/C][C]3.98642678073201e-09[/C][C]1.993213390366e-09[/C][/ROW]
[ROW][C]123[/C][C]0.999999997265481[/C][C]5.46903731026264e-09[/C][C]2.73451865513132e-09[/C][/ROW]
[ROW][C]124[/C][C]0.999999999991395[/C][C]1.72095508781062e-11[/C][C]8.60477543905309e-12[/C][/ROW]
[ROW][C]125[/C][C]0.99999999999554[/C][C]8.91987513437656e-12[/C][C]4.45993756718828e-12[/C][/ROW]
[ROW][C]126[/C][C]0.999999999992454[/C][C]1.50913765467755e-11[/C][C]7.54568827338773e-12[/C][/ROW]
[ROW][C]127[/C][C]0.999999999987999[/C][C]2.40019273655131e-11[/C][C]1.20009636827565e-11[/C][/ROW]
[ROW][C]128[/C][C]0.999999999982436[/C][C]3.51283726965361e-11[/C][C]1.75641863482681e-11[/C][/ROW]
[ROW][C]129[/C][C]0.999999999969953[/C][C]6.00933123298222e-11[/C][C]3.00466561649111e-11[/C][/ROW]
[ROW][C]130[/C][C]0.999999999949993[/C][C]1.00014181722117e-10[/C][C]5.00070908610584e-11[/C][/ROW]
[ROW][C]131[/C][C]0.999999999915589[/C][C]1.68821972700788e-10[/C][C]8.44109863503939e-11[/C][/ROW]
[ROW][C]132[/C][C]0.999999999861964[/C][C]2.76071492134659e-10[/C][C]1.38035746067329e-10[/C][/ROW]
[ROW][C]133[/C][C]0.999999999768495[/C][C]4.63010318710826e-10[/C][C]2.31505159355413e-10[/C][/ROW]
[ROW][C]134[/C][C]0.999999999737119[/C][C]5.25762156209684e-10[/C][C]2.62881078104842e-10[/C][/ROW]
[ROW][C]135[/C][C]0.999999999872285[/C][C]2.55429714910505e-10[/C][C]1.27714857455252e-10[/C][/ROW]
[ROW][C]136[/C][C]0.999999999824881[/C][C]3.5023895839485e-10[/C][C]1.75119479197425e-10[/C][/ROW]
[ROW][C]137[/C][C]0.999999999716659[/C][C]5.66682225657944e-10[/C][C]2.83341112828972e-10[/C][/ROW]
[ROW][C]138[/C][C]0.99999999973615[/C][C]5.27700241294588e-10[/C][C]2.63850120647294e-10[/C][/ROW]
[ROW][C]139[/C][C]0.999999999790373[/C][C]4.19252971995734e-10[/C][C]2.09626485997867e-10[/C][/ROW]
[ROW][C]140[/C][C]0.999999999653174[/C][C]6.93651317876462e-10[/C][C]3.46825658938231e-10[/C][/ROW]
[ROW][C]141[/C][C]0.999999999499132[/C][C]1.00173637846449e-09[/C][C]5.00868189232247e-10[/C][/ROW]
[ROW][C]142[/C][C]0.999999999341826[/C][C]1.31634734256681e-09[/C][C]6.58173671283406e-10[/C][/ROW]
[ROW][C]143[/C][C]0.999999999334146[/C][C]1.33170745922003e-09[/C][C]6.65853729610015e-10[/C][/ROW]
[ROW][C]144[/C][C]0.999999999198868[/C][C]1.60226350844159e-09[/C][C]8.01131754220797e-10[/C][/ROW]
[ROW][C]145[/C][C]0.999999999008716[/C][C]1.98256836531302e-09[/C][C]9.9128418265651e-10[/C][/ROW]
[ROW][C]146[/C][C]0.999999998627818[/C][C]2.74436313383885e-09[/C][C]1.37218156691943e-09[/C][/ROW]
[ROW][C]147[/C][C]0.999999998082573[/C][C]3.83485343834751e-09[/C][C]1.91742671917376e-09[/C][/ROW]
[ROW][C]148[/C][C]0.999999999614737[/C][C]7.70525219403454e-10[/C][C]3.85262609701727e-10[/C][/ROW]
[ROW][C]149[/C][C]0.999999999362232[/C][C]1.27553642548384e-09[/C][C]6.37768212741921e-10[/C][/ROW]
[ROW][C]150[/C][C]0.999999998955691[/C][C]2.08861728554336e-09[/C][C]1.04430864277168e-09[/C][/ROW]
[ROW][C]151[/C][C]0.999999998917727[/C][C]2.16454696345057e-09[/C][C]1.08227348172528e-09[/C][/ROW]
[ROW][C]152[/C][C]0.999999998284431[/C][C]3.43113721693681e-09[/C][C]1.71556860846841e-09[/C][/ROW]
[ROW][C]153[/C][C]0.999999997143699[/C][C]5.71260245507555e-09[/C][C]2.85630122753778e-09[/C][/ROW]
[ROW][C]154[/C][C]0.999999996835397[/C][C]6.3292065723617e-09[/C][C]3.16460328618085e-09[/C][/ROW]
[ROW][C]155[/C][C]0.999999994721738[/C][C]1.05565247341681e-08[/C][C]5.27826236708407e-09[/C][/ROW]
[ROW][C]156[/C][C]0.999999999992333[/C][C]1.53348823428e-11[/C][C]7.66744117139999e-12[/C][/ROW]
[ROW][C]157[/C][C]0.999999999986155[/C][C]2.76908275010471e-11[/C][C]1.38454137505235e-11[/C][/ROW]
[ROW][C]158[/C][C]0.999999999976913[/C][C]4.61740909735721e-11[/C][C]2.3087045486786e-11[/C][/ROW]
[ROW][C]159[/C][C]0.999999999959467[/C][C]8.10661719144389e-11[/C][C]4.05330859572194e-11[/C][/ROW]
[ROW][C]160[/C][C]0.999999999928755[/C][C]1.42489266811991e-10[/C][C]7.12446334059955e-11[/C][/ROW]
[ROW][C]161[/C][C]0.999999999887899[/C][C]2.24201396494079e-10[/C][C]1.1210069824704e-10[/C][/ROW]
[ROW][C]162[/C][C]0.999999999997544[/C][C]4.91157593790589e-12[/C][C]2.45578796895295e-12[/C][/ROW]
[ROW][C]163[/C][C]0.999999999995538[/C][C]8.92411998484502e-12[/C][C]4.46205999242251e-12[/C][/ROW]
[ROW][C]164[/C][C]0.999999999996028[/C][C]7.94336826923614e-12[/C][C]3.97168413461807e-12[/C][/ROW]
[ROW][C]165[/C][C]0.99999999999389[/C][C]1.22203504746201e-11[/C][C]6.11017523731003e-12[/C][/ROW]
[ROW][C]166[/C][C]0.999999999989876[/C][C]2.02482889058903e-11[/C][C]1.01241444529452e-11[/C][/ROW]
[ROW][C]167[/C][C]0.999999999990033[/C][C]1.99336439855726e-11[/C][C]9.9668219927863e-12[/C][/ROW]
[ROW][C]168[/C][C]0.999999999984928[/C][C]3.01444662392564e-11[/C][C]1.50722331196282e-11[/C][/ROW]
[ROW][C]169[/C][C]0.999999999977958[/C][C]4.40842024708476e-11[/C][C]2.20421012354238e-11[/C][/ROW]
[ROW][C]170[/C][C]0.99999999997058[/C][C]5.88391766168591e-11[/C][C]2.94195883084296e-11[/C][/ROW]
[ROW][C]171[/C][C]0.99999999994784[/C][C]1.04319125092856e-10[/C][C]5.21595625464279e-11[/C][/ROW]
[ROW][C]172[/C][C]0.999999999964791[/C][C]7.0418764475085e-11[/C][C]3.52093822375425e-11[/C][/ROW]
[ROW][C]173[/C][C]0.999999999961842[/C][C]7.63158008785223e-11[/C][C]3.81579004392611e-11[/C][/ROW]
[ROW][C]174[/C][C]0.999999999934543[/C][C]1.30913191196311e-10[/C][C]6.54565955981557e-11[/C][/ROW]
[ROW][C]175[/C][C]0.999999999998554[/C][C]2.89220217907901e-12[/C][C]1.44610108953951e-12[/C][/ROW]
[ROW][C]176[/C][C]0.999999999997733[/C][C]4.53363542846387e-12[/C][C]2.26681771423194e-12[/C][/ROW]
[ROW][C]177[/C][C]0.999999999999997[/C][C]6.65539114415927e-15[/C][C]3.32769557207964e-15[/C][/ROW]
[ROW][C]178[/C][C]0.999999999999995[/C][C]9.75083204432416e-15[/C][C]4.87541602216208e-15[/C][/ROW]
[ROW][C]179[/C][C]1[/C][C]4.4037375221267e-17[/C][C]2.20186876106335e-17[/C][/ROW]
[ROW][C]180[/C][C]1[/C][C]7.3300787993601e-17[/C][C]3.66503939968005e-17[/C][/ROW]
[ROW][C]181[/C][C]1[/C][C]1.33006280820579e-16[/C][C]6.65031404102896e-17[/C][/ROW]
[ROW][C]182[/C][C]1[/C][C]2.1553168403897e-16[/C][C]1.07765842019485e-16[/C][/ROW]
[ROW][C]183[/C][C]1[/C][C]4.8194205435036e-16[/C][C]2.4097102717518e-16[/C][/ROW]
[ROW][C]184[/C][C]1[/C][C]8.85218677530311e-16[/C][C]4.42609338765155e-16[/C][/ROW]
[ROW][C]185[/C][C]1[/C][C]2.62054820944983e-16[/C][C]1.31027410472491e-16[/C][/ROW]
[ROW][C]186[/C][C]1[/C][C]5.93483025835063e-16[/C][C]2.96741512917532e-16[/C][/ROW]
[ROW][C]187[/C][C]0.999999999999999[/C][C]1.1566334295632e-15[/C][C]5.78316714781599e-16[/C][/ROW]
[ROW][C]188[/C][C]0.999999999999999[/C][C]2.58123125391287e-15[/C][C]1.29061562695643e-15[/C][/ROW]
[ROW][C]189[/C][C]0.999999999999997[/C][C]5.02018849942896e-15[/C][C]2.51009424971448e-15[/C][/ROW]
[ROW][C]190[/C][C]0.999999999999996[/C][C]7.55093937561589e-15[/C][C]3.77546968780794e-15[/C][/ROW]
[ROW][C]191[/C][C]0.999999999999998[/C][C]4.59127442034891e-15[/C][C]2.29563721017446e-15[/C][/ROW]
[ROW][C]192[/C][C]0.999999999999996[/C][C]8.99074077451305e-15[/C][C]4.49537038725653e-15[/C][/ROW]
[ROW][C]193[/C][C]0.999999999999991[/C][C]1.84029780111518e-14[/C][C]9.2014890055759e-15[/C][/ROW]
[ROW][C]194[/C][C]0.999999999999982[/C][C]3.65598406065022e-14[/C][C]1.82799203032511e-14[/C][/ROW]
[ROW][C]195[/C][C]0.999999999999986[/C][C]2.72386943835869e-14[/C][C]1.36193471917935e-14[/C][/ROW]
[ROW][C]196[/C][C]0.999999999999971[/C][C]5.79742324144942e-14[/C][C]2.89871162072471e-14[/C][/ROW]
[ROW][C]197[/C][C]0.999999999999943[/C][C]1.12968724899614e-13[/C][C]5.64843624498072e-14[/C][/ROW]
[ROW][C]198[/C][C]0.999999999999999[/C][C]1.33313853653809e-15[/C][C]6.66569268269046e-16[/C][/ROW]
[ROW][C]199[/C][C]0.999999999999999[/C][C]1.04919936888983e-15[/C][C]5.24599684444917e-16[/C][/ROW]
[ROW][C]200[/C][C]1[/C][C]8.72688973711222e-16[/C][C]4.36344486855611e-16[/C][/ROW]
[ROW][C]201[/C][C]0.999999999999999[/C][C]1.9778693593264e-15[/C][C]9.88934679663202e-16[/C][/ROW]
[ROW][C]202[/C][C]0.999999999999999[/C][C]1.6812420382826e-15[/C][C]8.40621019141298e-16[/C][/ROW]
[ROW][C]203[/C][C]0.999999999999998[/C][C]3.66707493165837e-15[/C][C]1.83353746582918e-15[/C][/ROW]
[ROW][C]204[/C][C]0.999999999999997[/C][C]6.40651863299633e-15[/C][C]3.20325931649817e-15[/C][/ROW]
[ROW][C]205[/C][C]0.999999999999994[/C][C]1.27856307231393e-14[/C][C]6.39281536156967e-15[/C][/ROW]
[ROW][C]206[/C][C]0.999999999999988[/C][C]2.482937443304e-14[/C][C]1.241468721652e-14[/C][/ROW]
[ROW][C]207[/C][C]0.999999999999977[/C][C]4.6031522477988e-14[/C][C]2.3015761238994e-14[/C][/ROW]
[ROW][C]208[/C][C]0.99999999999995[/C][C]9.99054648212666e-14[/C][C]4.99527324106333e-14[/C][/ROW]
[ROW][C]209[/C][C]0.999999999999918[/C][C]1.64798897914366e-13[/C][C]8.23994489571831e-14[/C][/ROW]
[ROW][C]210[/C][C]0.999999999999926[/C][C]1.49011756229867e-13[/C][C]7.45058781149333e-14[/C][/ROW]
[ROW][C]211[/C][C]0.999999999999846[/C][C]3.07326610352744e-13[/C][C]1.53663305176372e-13[/C][/ROW]
[ROW][C]212[/C][C]0.999999999999697[/C][C]6.06733477677307e-13[/C][C]3.03366738838653e-13[/C][/ROW]
[ROW][C]213[/C][C]0.999999999999325[/C][C]1.34971298618276e-12[/C][C]6.74856493091378e-13[/C][/ROW]
[ROW][C]214[/C][C]0.99999999999853[/C][C]2.93966159228482e-12[/C][C]1.46983079614241e-12[/C][/ROW]
[ROW][C]215[/C][C]0.999999999997615[/C][C]4.76965502124162e-12[/C][C]2.38482751062081e-12[/C][/ROW]
[ROW][C]216[/C][C]0.999999999997437[/C][C]5.12660125044935e-12[/C][C]2.56330062522467e-12[/C][/ROW]
[ROW][C]217[/C][C]0.999999999994363[/C][C]1.12739016882858e-11[/C][C]5.63695084414291e-12[/C][/ROW]
[ROW][C]218[/C][C]0.999999999994744[/C][C]1.05115779435207e-11[/C][C]5.25578897176037e-12[/C][/ROW]
[ROW][C]219[/C][C]0.999999999989846[/C][C]2.03084953255888e-11[/C][C]1.01542476627944e-11[/C][/ROW]
[ROW][C]220[/C][C]0.999999999982382[/C][C]3.52360116595681e-11[/C][C]1.76180058297841e-11[/C][/ROW]
[ROW][C]221[/C][C]0.999999999961893[/C][C]7.62138117586973e-11[/C][C]3.81069058793487e-11[/C][/ROW]
[ROW][C]222[/C][C]0.99999999997745[/C][C]4.51004902042712e-11[/C][C]2.25502451021356e-11[/C][/ROW]
[ROW][C]223[/C][C]0.999999999959344[/C][C]8.13113622564308e-11[/C][C]4.06556811282154e-11[/C][/ROW]
[ROW][C]224[/C][C]0.99999999991812[/C][C]1.63759624701508e-10[/C][C]8.18798123507542e-11[/C][/ROW]
[ROW][C]225[/C][C]0.999999999912078[/C][C]1.75843683597722e-10[/C][C]8.79218417988608e-11[/C][/ROW]
[ROW][C]226[/C][C]0.999999999931449[/C][C]1.37101935845383e-10[/C][C]6.85509679226913e-11[/C][/ROW]
[ROW][C]227[/C][C]0.999999999907921[/C][C]1.84157324885528e-10[/C][C]9.20786624427642e-11[/C][/ROW]
[ROW][C]228[/C][C]0.99999999984687[/C][C]3.06260378956679e-10[/C][C]1.53130189478339e-10[/C][/ROW]
[ROW][C]229[/C][C]0.99999999977129[/C][C]4.57419437430378e-10[/C][C]2.28709718715189e-10[/C][/ROW]
[ROW][C]230[/C][C]0.999999999976842[/C][C]4.63162559721276e-11[/C][C]2.31581279860638e-11[/C][/ROW]
[ROW][C]231[/C][C]0.999999999973937[/C][C]5.21266081473852e-11[/C][C]2.60633040736926e-11[/C][/ROW]
[ROW][C]232[/C][C]0.999999999938478[/C][C]1.23043557549247e-10[/C][C]6.15217787746234e-11[/C][/ROW]
[ROW][C]233[/C][C]0.999999999959155[/C][C]8.16898861248455e-11[/C][C]4.08449430624227e-11[/C][/ROW]
[ROW][C]234[/C][C]0.999999999904282[/C][C]1.91435447509917e-10[/C][C]9.57177237549586e-11[/C][/ROW]
[ROW][C]235[/C][C]0.999999999805886[/C][C]3.88228618512621e-10[/C][C]1.94114309256311e-10[/C][/ROW]
[ROW][C]236[/C][C]0.999999999549068[/C][C]9.01864126196995e-10[/C][C]4.50932063098497e-10[/C][/ROW]
[ROW][C]237[/C][C]0.999999999335826[/C][C]1.32834753940421e-09[/C][C]6.64173769702107e-10[/C][/ROW]
[ROW][C]238[/C][C]0.999999998881271[/C][C]2.23745812059712e-09[/C][C]1.11872906029856e-09[/C][/ROW]
[ROW][C]239[/C][C]0.999999997875766[/C][C]4.2484678398592e-09[/C][C]2.1242339199296e-09[/C][/ROW]
[ROW][C]240[/C][C]0.999999995456171[/C][C]9.08765856286766e-09[/C][C]4.54382928143383e-09[/C][/ROW]
[ROW][C]241[/C][C]0.999999990601343[/C][C]1.87973149214499e-08[/C][C]9.39865746072495e-09[/C][/ROW]
[ROW][C]242[/C][C]0.999999981036688[/C][C]3.79266235151074e-08[/C][C]1.89633117575537e-08[/C][/ROW]
[ROW][C]243[/C][C]0.999999968861965[/C][C]6.22760697366102e-08[/C][C]3.11380348683051e-08[/C][/ROW]
[ROW][C]244[/C][C]0.999999936450797[/C][C]1.27098406206728e-07[/C][C]6.35492031033641e-08[/C][/ROW]
[ROW][C]245[/C][C]0.999999865847276[/C][C]2.6830544785347e-07[/C][C]1.34152723926735e-07[/C][/ROW]
[ROW][C]246[/C][C]0.999999798633996[/C][C]4.0273200800918e-07[/C][C]2.0136600400459e-07[/C][/ROW]
[ROW][C]247[/C][C]0.999999676248788[/C][C]6.4750242451023e-07[/C][C]3.23751212255115e-07[/C][/ROW]
[ROW][C]248[/C][C]0.999999309652576[/C][C]1.38069484718924e-06[/C][C]6.9034742359462e-07[/C][/ROW]
[ROW][C]249[/C][C]0.999998834230823[/C][C]2.33153835300997e-06[/C][C]1.16576917650499e-06[/C][/ROW]
[ROW][C]250[/C][C]0.999999388025455[/C][C]1.22394909091087e-06[/C][C]6.11974545455434e-07[/C][/ROW]
[ROW][C]251[/C][C]0.99999872820812[/C][C]2.54358375982134e-06[/C][C]1.27179187991067e-06[/C][/ROW]
[ROW][C]252[/C][C]0.999997862270971[/C][C]4.27545805894449e-06[/C][C]2.13772902947225e-06[/C][/ROW]
[ROW][C]253[/C][C]0.999995477733002[/C][C]9.0445339967157e-06[/C][C]4.52226699835785e-06[/C][/ROW]
[ROW][C]254[/C][C]0.999992289996912[/C][C]1.54200061767745e-05[/C][C]7.71000308838724e-06[/C][/ROW]
[ROW][C]255[/C][C]0.999989738968644[/C][C]2.05220627117204e-05[/C][C]1.02610313558602e-05[/C][/ROW]
[ROW][C]256[/C][C]0.999980725025494[/C][C]3.85499490124311e-05[/C][C]1.92749745062156e-05[/C][/ROW]
[ROW][C]257[/C][C]0.999973577042326[/C][C]5.28459153481336e-05[/C][C]2.64229576740668e-05[/C][/ROW]
[ROW][C]258[/C][C]0.999948515117894[/C][C]0.000102969764212699[/C][C]5.14848821063494e-05[/C][/ROW]
[ROW][C]259[/C][C]0.99992805126877[/C][C]0.000143897462459423[/C][C]7.19487312297115e-05[/C][/ROW]
[ROW][C]260[/C][C]0.999859301218867[/C][C]0.000281397562266241[/C][C]0.000140698781133121[/C][/ROW]
[ROW][C]261[/C][C]0.999810301250943[/C][C]0.000379397498113654[/C][C]0.000189698749056827[/C][/ROW]
[ROW][C]262[/C][C]0.999638105710918[/C][C]0.000723788578162988[/C][C]0.000361894289081494[/C][/ROW]
[ROW][C]263[/C][C]0.999419591703018[/C][C]0.00116081659396467[/C][C]0.000580408296982333[/C][/ROW]
[ROW][C]264[/C][C]0.998923980310127[/C][C]0.00215203937974594[/C][C]0.00107601968987297[/C][/ROW]
[ROW][C]265[/C][C]0.998286543151684[/C][C]0.00342691369663171[/C][C]0.00171345684831586[/C][/ROW]
[ROW][C]266[/C][C]0.996845302028362[/C][C]0.00630939594327555[/C][C]0.00315469797163778[/C][/ROW]
[ROW][C]267[/C][C]0.995352113624315[/C][C]0.00929577275137012[/C][C]0.00464788637568506[/C][/ROW]
[ROW][C]268[/C][C]0.991918470173936[/C][C]0.0161630596521289[/C][C]0.00808152982606445[/C][/ROW]
[ROW][C]269[/C][C]0.987200883890139[/C][C]0.0255982322197228[/C][C]0.0127991161098614[/C][/ROW]
[ROW][C]270[/C][C]0.98176129506716[/C][C]0.0364774098656796[/C][C]0.0182387049328398[/C][/ROW]
[ROW][C]271[/C][C]0.988016564627598[/C][C]0.0239668707448043[/C][C]0.0119834353724022[/C][/ROW]
[ROW][C]272[/C][C]0.978550225458984[/C][C]0.0428995490820317[/C][C]0.0214497745410159[/C][/ROW]
[ROW][C]273[/C][C]0.965134777678081[/C][C]0.069730444643838[/C][C]0.034865222321919[/C][/ROW]
[ROW][C]274[/C][C]0.978522093439017[/C][C]0.0429558131219653[/C][C]0.0214779065609827[/C][/ROW]
[ROW][C]275[/C][C]0.965304234874567[/C][C]0.0693915302508659[/C][C]0.0346957651254329[/C][/ROW]
[ROW][C]276[/C][C]0.95670196086392[/C][C]0.0865960782721591[/C][C]0.0432980391360796[/C][/ROW]
[ROW][C]277[/C][C]0.933226373766975[/C][C]0.13354725246605[/C][C]0.0667736262330248[/C][/ROW]
[ROW][C]278[/C][C]0.901881176923076[/C][C]0.196237646153849[/C][C]0.0981188230769244[/C][/ROW]
[ROW][C]279[/C][C]0.901825362219615[/C][C]0.19634927556077[/C][C]0.0981746377803852[/C][/ROW]
[ROW][C]280[/C][C]0.836561076243033[/C][C]0.326877847513934[/C][C]0.163438923756967[/C][/ROW]
[ROW][C]281[/C][C]0.728010639547791[/C][C]0.543978720904417[/C][C]0.271989360452209[/C][/ROW]
[ROW][C]282[/C][C]0.932922502907817[/C][C]0.134154994184367[/C][C]0.0670774970921834[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=198216&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=198216&T=5

As an alternative you can also use a QR Code:  

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

Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
70.5027501747833460.9944996504333070.497249825216654
80.3601709316253350.7203418632506690.639829068374665
90.2837615930031040.5675231860062070.716238406996896
100.5535778984747990.8928442030504020.446422101525201
110.4898705848125760.9797411696251520.510129415187424
120.7548961967461470.4902076065077060.245103803253853
130.7271142218435590.5457715563128830.272885778156441
140.6593774499608440.6812451000783110.340622550039156
150.6668514221723590.6662971556552810.333148577827641
160.6575127973501390.6849744052997230.342487202649861
170.5893280619473950.8213438761052090.410671938052605
180.7114219729816390.5771560540367220.288578027018361
190.6963733811054430.6072532377891130.303626618894557
200.7277287502546660.5445424994906680.272271249745334
210.7221260996995210.5557478006009580.277873900300479
220.6619433649349550.676113270130090.338056635065045
230.7941706956438450.411658608712310.205829304356155
240.7509278501020140.4981442997959710.249072149897986
250.7144421298546890.5711157402906220.285557870145311
260.6644145175677730.6711709648644540.335585482432227
270.616760377689370.7664792446212590.38323962231063
280.5594180345367810.8811639309264390.440581965463219
290.523656110128110.952687779743780.47634388987189
300.5831460428673540.8337079142652930.416853957132646
310.5404488244222110.9191023511555780.459551175577789
320.554642650191850.8907146996162990.44535734980815
330.5188870153992860.9622259692014290.481112984600714
340.4814745518418140.9629491036836280.518525448158186
350.4278392761502450.855678552300490.572160723849755
360.3759318881843060.7518637763686120.624068111815694
370.3615029780625610.7230059561251210.638497021937439
380.3913321268207250.782664253641450.608667873179275
390.3976579586372980.7953159172745960.602342041362702
400.3669161068222150.733832213644430.633083893177785
410.3373270035075940.6746540070151870.662672996492406
420.3060383316132090.6120766632264180.693961668386791
430.2856010078611140.5712020157222290.714398992138886
440.2483742310128420.4967484620256830.751625768987158
450.2359905780005680.4719811560011370.764009421999432
460.2147120441769260.4294240883538530.785287955823074
470.1928532438032720.3857064876065440.807146756196728
480.1713516981033330.3427033962066670.828648301896667
490.1502083006487360.3004166012974730.849791699351264
500.1247051008497910.2494102016995830.875294899150209
510.1066675983328210.2133351966656420.893332401667179
520.09919975000512390.1983995000102480.900800249994876
530.08100901132462150.1620180226492430.918990988675379
540.1124825972505080.2249651945010150.887517402749492
550.09252907513466810.1850581502693360.907470924865332
560.07562986207513260.1512597241502650.924370137924867
570.0616776868337080.1233553736674160.938322313166292
580.05792697916697170.1158539583339430.942073020833028
590.04666031248470950.0933206249694190.953339687515291
600.03713511569176460.07427023138352930.962864884308235
610.02912887316192910.05825774632385820.970871126838071
620.04203736779404890.08407473558809780.957962632205951
630.04870097958042470.09740195916084940.951299020419575
640.04345466938242710.08690933876485410.956545330617573
650.06389129597565210.1277825919513040.936108704024348
660.05338084162976610.1067616832595320.946619158370234
670.04323003079162960.08646006158325930.95676996920837
680.04052704518619660.08105409037239320.959472954813803
690.1741147728609570.3482295457219130.825885227139043
700.2065315224714060.4130630449428120.793468477528594
710.1793700572370250.3587401144740490.820629942762975
720.1661305580709560.3322611161419120.833869441929044
730.1485716203983860.2971432407967720.851428379601614
740.197811593571880.3956231871437610.80218840642812
750.1784154398762740.3568308797525480.821584560123726
760.1668406949116840.3336813898233690.833159305088316
770.1662798131367660.3325596262735310.833720186863234
780.1575293464978810.3150586929957620.842470653502119
790.1526385970804110.3052771941608210.847361402919589
800.1420306910728060.2840613821456120.857969308927194
810.1269858409241450.2539716818482910.873014159075855
820.1087080889926850.217416177985370.891291911007315
830.09351537393594320.1870307478718860.906484626064057
840.08003146434729560.1600629286945910.919968535652704
850.9400240480451910.1199519039096190.0599759519548093
860.9289419358887370.1421161282225270.0710580641112634
870.9196262403876540.1607475192246910.0803737596123456
880.9071313986751960.1857372026496080.0928686013248041
890.8985296407748840.2029407184502320.101470359225116
900.8987215929197880.2025568141604230.101278407080212
910.8820248970400220.2359502059199570.117975102959978
920.8901340475748190.2197319048503610.109865952425181
930.9145895469830780.1708209060338450.0854104530169224
940.9205874625893590.1588250748212830.0794125374106415
950.9175549825146460.1648900349707080.082445017485354
960.9057319797133560.1885360405732870.0942680202866437
970.9316692001569250.136661599686150.0683307998430748
980.954735529710940.09052894057812050.0452644702890602
990.9707401060285710.05851978794285760.0292598939714288
1000.9688121110327140.0623757779345710.0311878889672855
1010.963331362219760.07333727556047970.0366686377802398
1020.9678773732619260.06424525347614740.0321226267380737
1030.9667283490803550.06654330183928970.0332716509196448
1040.9815689147797690.03686217044046270.0184310852202314
1050.9944625751913160.01107484961736790.00553742480868396
1060.9991755112402090.001648977519581130.000824488759790565
1070.998974667503410.002050664993179280.00102533249658964
1080.998881318359960.002237363280080830.00111868164004042
1090.9998149667146910.00037006657061690.00018503328530845
1100.9997516073872710.0004967852254575370.000248392612728769
1110.9998286204451490.0003427591097025430.000171379554851272
1120.9998799430599940.0002401138800111070.000120056940005554
1130.9998427679028750.0003144641942491340.000157232097124567
1140.9998145522632870.000370895473425990.000185447736712995
1150.9997611508584150.000477698283170170.000238849141585085
1160.9996740432109190.0006519135781612590.000325956789080629
1170.999557408633030.0008851827339390670.000442591366969533
1180.9995523667138120.0008952665723750860.000447633286187543
1190.999999999409641.18071931982209e-095.90359659911045e-10
1200.9999999990389031.92219424682952e-099.6109712341476e-10
1210.999999998590842.81832001606593e-091.40916000803297e-09
1220.9999999980067873.98642678073201e-091.993213390366e-09
1230.9999999972654815.46903731026264e-092.73451865513132e-09
1240.9999999999913951.72095508781062e-118.60477543905309e-12
1250.999999999995548.91987513437656e-124.45993756718828e-12
1260.9999999999924541.50913765467755e-117.54568827338773e-12
1270.9999999999879992.40019273655131e-111.20009636827565e-11
1280.9999999999824363.51283726965361e-111.75641863482681e-11
1290.9999999999699536.00933123298222e-113.00466561649111e-11
1300.9999999999499931.00014181722117e-105.00070908610584e-11
1310.9999999999155891.68821972700788e-108.44109863503939e-11
1320.9999999998619642.76071492134659e-101.38035746067329e-10
1330.9999999997684954.63010318710826e-102.31505159355413e-10
1340.9999999997371195.25762156209684e-102.62881078104842e-10
1350.9999999998722852.55429714910505e-101.27714857455252e-10
1360.9999999998248813.5023895839485e-101.75119479197425e-10
1370.9999999997166595.66682225657944e-102.83341112828972e-10
1380.999999999736155.27700241294588e-102.63850120647294e-10
1390.9999999997903734.19252971995734e-102.09626485997867e-10
1400.9999999996531746.93651317876462e-103.46825658938231e-10
1410.9999999994991321.00173637846449e-095.00868189232247e-10
1420.9999999993418261.31634734256681e-096.58173671283406e-10
1430.9999999993341461.33170745922003e-096.65853729610015e-10
1440.9999999991988681.60226350844159e-098.01131754220797e-10
1450.9999999990087161.98256836531302e-099.9128418265651e-10
1460.9999999986278182.74436313383885e-091.37218156691943e-09
1470.9999999980825733.83485343834751e-091.91742671917376e-09
1480.9999999996147377.70525219403454e-103.85262609701727e-10
1490.9999999993622321.27553642548384e-096.37768212741921e-10
1500.9999999989556912.08861728554336e-091.04430864277168e-09
1510.9999999989177272.16454696345057e-091.08227348172528e-09
1520.9999999982844313.43113721693681e-091.71556860846841e-09
1530.9999999971436995.71260245507555e-092.85630122753778e-09
1540.9999999968353976.3292065723617e-093.16460328618085e-09
1550.9999999947217381.05565247341681e-085.27826236708407e-09
1560.9999999999923331.53348823428e-117.66744117139999e-12
1570.9999999999861552.76908275010471e-111.38454137505235e-11
1580.9999999999769134.61740909735721e-112.3087045486786e-11
1590.9999999999594678.10661719144389e-114.05330859572194e-11
1600.9999999999287551.42489266811991e-107.12446334059955e-11
1610.9999999998878992.24201396494079e-101.1210069824704e-10
1620.9999999999975444.91157593790589e-122.45578796895295e-12
1630.9999999999955388.92411998484502e-124.46205999242251e-12
1640.9999999999960287.94336826923614e-123.97168413461807e-12
1650.999999999993891.22203504746201e-116.11017523731003e-12
1660.9999999999898762.02482889058903e-111.01241444529452e-11
1670.9999999999900331.99336439855726e-119.9668219927863e-12
1680.9999999999849283.01444662392564e-111.50722331196282e-11
1690.9999999999779584.40842024708476e-112.20421012354238e-11
1700.999999999970585.88391766168591e-112.94195883084296e-11
1710.999999999947841.04319125092856e-105.21595625464279e-11
1720.9999999999647917.0418764475085e-113.52093822375425e-11
1730.9999999999618427.63158008785223e-113.81579004392611e-11
1740.9999999999345431.30913191196311e-106.54565955981557e-11
1750.9999999999985542.89220217907901e-121.44610108953951e-12
1760.9999999999977334.53363542846387e-122.26681771423194e-12
1770.9999999999999976.65539114415927e-153.32769557207964e-15
1780.9999999999999959.75083204432416e-154.87541602216208e-15
17914.4037375221267e-172.20186876106335e-17
18017.3300787993601e-173.66503939968005e-17
18111.33006280820579e-166.65031404102896e-17
18212.1553168403897e-161.07765842019485e-16
18314.8194205435036e-162.4097102717518e-16
18418.85218677530311e-164.42609338765155e-16
18512.62054820944983e-161.31027410472491e-16
18615.93483025835063e-162.96741512917532e-16
1870.9999999999999991.1566334295632e-155.78316714781599e-16
1880.9999999999999992.58123125391287e-151.29061562695643e-15
1890.9999999999999975.02018849942896e-152.51009424971448e-15
1900.9999999999999967.55093937561589e-153.77546968780794e-15
1910.9999999999999984.59127442034891e-152.29563721017446e-15
1920.9999999999999968.99074077451305e-154.49537038725653e-15
1930.9999999999999911.84029780111518e-149.2014890055759e-15
1940.9999999999999823.65598406065022e-141.82799203032511e-14
1950.9999999999999862.72386943835869e-141.36193471917935e-14
1960.9999999999999715.79742324144942e-142.89871162072471e-14
1970.9999999999999431.12968724899614e-135.64843624498072e-14
1980.9999999999999991.33313853653809e-156.66569268269046e-16
1990.9999999999999991.04919936888983e-155.24599684444917e-16
20018.72688973711222e-164.36344486855611e-16
2010.9999999999999991.9778693593264e-159.88934679663202e-16
2020.9999999999999991.6812420382826e-158.40621019141298e-16
2030.9999999999999983.66707493165837e-151.83353746582918e-15
2040.9999999999999976.40651863299633e-153.20325931649817e-15
2050.9999999999999941.27856307231393e-146.39281536156967e-15
2060.9999999999999882.482937443304e-141.241468721652e-14
2070.9999999999999774.6031522477988e-142.3015761238994e-14
2080.999999999999959.99054648212666e-144.99527324106333e-14
2090.9999999999999181.64798897914366e-138.23994489571831e-14
2100.9999999999999261.49011756229867e-137.45058781149333e-14
2110.9999999999998463.07326610352744e-131.53663305176372e-13
2120.9999999999996976.06733477677307e-133.03366738838653e-13
2130.9999999999993251.34971298618276e-126.74856493091378e-13
2140.999999999998532.93966159228482e-121.46983079614241e-12
2150.9999999999976154.76965502124162e-122.38482751062081e-12
2160.9999999999974375.12660125044935e-122.56330062522467e-12
2170.9999999999943631.12739016882858e-115.63695084414291e-12
2180.9999999999947441.05115779435207e-115.25578897176037e-12
2190.9999999999898462.03084953255888e-111.01542476627944e-11
2200.9999999999823823.52360116595681e-111.76180058297841e-11
2210.9999999999618937.62138117586973e-113.81069058793487e-11
2220.999999999977454.51004902042712e-112.25502451021356e-11
2230.9999999999593448.13113622564308e-114.06556811282154e-11
2240.999999999918121.63759624701508e-108.18798123507542e-11
2250.9999999999120781.75843683597722e-108.79218417988608e-11
2260.9999999999314491.37101935845383e-106.85509679226913e-11
2270.9999999999079211.84157324885528e-109.20786624427642e-11
2280.999999999846873.06260378956679e-101.53130189478339e-10
2290.999999999771294.57419437430378e-102.28709718715189e-10
2300.9999999999768424.63162559721276e-112.31581279860638e-11
2310.9999999999739375.21266081473852e-112.60633040736926e-11
2320.9999999999384781.23043557549247e-106.15217787746234e-11
2330.9999999999591558.16898861248455e-114.08449430624227e-11
2340.9999999999042821.91435447509917e-109.57177237549586e-11
2350.9999999998058863.88228618512621e-101.94114309256311e-10
2360.9999999995490689.01864126196995e-104.50932063098497e-10
2370.9999999993358261.32834753940421e-096.64173769702107e-10
2380.9999999988812712.23745812059712e-091.11872906029856e-09
2390.9999999978757664.2484678398592e-092.1242339199296e-09
2400.9999999954561719.08765856286766e-094.54382928143383e-09
2410.9999999906013431.87973149214499e-089.39865746072495e-09
2420.9999999810366883.79266235151074e-081.89633117575537e-08
2430.9999999688619656.22760697366102e-083.11380348683051e-08
2440.9999999364507971.27098406206728e-076.35492031033641e-08
2450.9999998658472762.6830544785347e-071.34152723926735e-07
2460.9999997986339964.0273200800918e-072.0136600400459e-07
2470.9999996762487886.4750242451023e-073.23751212255115e-07
2480.9999993096525761.38069484718924e-066.9034742359462e-07
2490.9999988342308232.33153835300997e-061.16576917650499e-06
2500.9999993880254551.22394909091087e-066.11974545455434e-07
2510.999998728208122.54358375982134e-061.27179187991067e-06
2520.9999978622709714.27545805894449e-062.13772902947225e-06
2530.9999954777330029.0445339967157e-064.52226699835785e-06
2540.9999922899969121.54200061767745e-057.71000308838724e-06
2550.9999897389686442.05220627117204e-051.02610313558602e-05
2560.9999807250254943.85499490124311e-051.92749745062156e-05
2570.9999735770423265.28459153481336e-052.64229576740668e-05
2580.9999485151178940.0001029697642126995.14848821063494e-05
2590.999928051268770.0001438974624594237.19487312297115e-05
2600.9998593012188670.0002813975622662410.000140698781133121
2610.9998103012509430.0003793974981136540.000189698749056827
2620.9996381057109180.0007237885781629880.000361894289081494
2630.9994195917030180.001160816593964670.000580408296982333
2640.9989239803101270.002152039379745940.00107601968987297
2650.9982865431516840.003426913696631710.00171345684831586
2660.9968453020283620.006309395943275550.00315469797163778
2670.9953521136243150.009295772751370120.00464788637568506
2680.9919184701739360.01616305965212890.00808152982606445
2690.9872008838901390.02559823221972280.0127991161098614
2700.981761295067160.03647740986567960.0182387049328398
2710.9880165646275980.02396687074480430.0119834353724022
2720.9785502254589840.04289954908203170.0214497745410159
2730.9651347776780810.0697304446438380.034865222321919
2740.9785220934390170.04295581312196530.0214779065609827
2750.9653042348745670.06939153025086590.0346957651254329
2760.956701960863920.08659607827215910.0432980391360796
2770.9332263737669750.133547252466050.0667736262330248
2780.9018811769230760.1962376461538490.0981188230769244
2790.9018253622196150.196349275560770.0981746377803852
2800.8365610762430330.3268778475139340.163438923756967
2810.7280106395477910.5439787209044170.271989360452209
2820.9329225029078170.1341549941843670.0670774970921834







Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1620.58695652173913NOK
5% type I error level1700.615942028985507NOK
10% type I error level1870.677536231884058NOK

\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 & 162 & 0.58695652173913 & NOK \tabularnewline
5% type I error level & 170 & 0.615942028985507 & NOK \tabularnewline
10% type I error level & 187 & 0.677536231884058 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=198216&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]162[/C][C]0.58695652173913[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]170[/C][C]0.615942028985507[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]187[/C][C]0.677536231884058[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=198216&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=198216&T=6

As an alternative you can also use a QR Code:  

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

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1620.58695652173913NOK
5% type I error level1700.615942028985507NOK
10% type I error level1870.677536231884058NOK



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