Free Statistics

of Irreproducible Research!

Author's title

Author*The author of this computation has been verified*
R Software Module--
Title produced by softwareMultiple Regression
Date of computationFri, 21 Dec 2012 08:01:07 -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/21/t1356095045v0yyz7h4pvt1kwc.htm/, Retrieved Fri, 29 Mar 2024 02:05:50 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=203594, Retrieved Fri, 29 Mar 2024 02:05:50 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact58
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Multiple Regression] [] [2012-12-17 21:16:39] [147786ccb76fa00e429d4b9f5f28b291]
- RM      [Multiple Regression] [paper deel 3 mult...] [2012-12-21 13:01:07] [2382f403a285d81cd69bebfa1420b1d7] [Current]
Feedback Forum

Post a new message
Dataseries X:
210907	56	30	115	79
120982	56	28	109	58
176508	54	38	146	60
179321	89	30	116	108
123185	40	22	68	49
52746	25	26	101	0
385534	92	25	96	121
33170	18	18	67	1
101645	63	11	44	20
149061	44	26	100	43
165446	33	25	93	69
237213	84	38	140	78
173326	88	44	166	86
133131	55	30	99	44
258873	60	40	139	104
180083	66	34	130	63
324799	154	47	181	158
230964	53	30	116	102
236785	119	31	116	77
135473	41	23	88	82
202925	61	36	139	115
215147	58	36	135	101
344297	75	30	108	80
153935	33	25	89	50
132943	40	39	156	83
174724	92	34	129	123
174415	100	31	118	73
225548	112	31	118	81
223632	73	33	125	105
124817	40	25	95	47
221698	45	33	126	105
210767	60	35	135	94
170266	62	42	154	44
260561	75	43	165	114
84853	31	30	113	38
294424	77	33	127	107
101011	34	13	52	30
215641	46	32	121	71
325107	99	36	136	84
7176	17	0	0	0
167542	66	28	108	59
106408	30	14	46	33
96560	76	17	54	42
265769	146	32	124	96
269651	67	30	115	106
149112	56	35	128	56
175824	107	20	80	57
152871	58	28	97	59
111665	34	28	104	39
116408	61	39	59	34
362301	119	34	125	76
78800	42	26	82	20
183167	66	39	149	91
277965	89	39	149	115
150629	44	33	122	85
168809	66	28	118	76
24188	24	4	12	8
329267	259	39	144	79
65029	17	18	67	21
101097	64	14	52	30
218946	41	29	108	76
244052	68	44	166	101
341570	168	21	80	94
103597	43	16	60	27
233328	132	28	107	92
256462	105	35	127	123
206161	71	28	107	75
311473	112	38	146	128
235800	94	23	84	105
177939	82	36	141	55
207176	70	32	123	56
196553	57	29	111	41
174184	53	25	98	72
143246	103	27	105	67
187559	121	36	135	75
187681	62	28	107	114
119016	52	23	85	118
182192	52	40	155	77
73566	32	23	88	22
194979	62	40	155	66
167488	45	28	104	69
143756	46	34	132	105
275541	63	33	127	116
243199	75	28	108	88
182999	88	34	129	73
135649	46	30	116	99
152299	53	33	122	62
120221	37	22	85	53
346485	90	38	147	118
145790	63	26	99	30
193339	78	35	87	100
80953	25	8	28	49
122774	45	24	90	24
130585	46	29	109	67
112611	41	20	78	46
286468	144	29	111	57
241066	82	45	158	75
148446	91	37	141	135
204713	71	33	122	68
182079	63	33	124	124
140344	53	25	93	33
220516	62	32	124	98
243060	63	29	112	58
162765	32	28	108	68
182613	39	28	99	81
232138	62	31	117	131
265318	117	52	199	110
85574	34	21	78	37
310839	92	24	91	130
225060	93	41	158	93
232317	54	33	126	118
144966	144	32	122	39
43287	14	19	71	13
155754	61	20	75	74
164709	109	31	115	81
201940	38	31	119	109
235454	73	32	124	151
220801	75	18	72	51
99466	50	23	91	28
92661	61	17	45	40
133328	55	20	78	56
61361	77	12	39	27
125930	75	17	68	37
100750	72	30	119	83
224549	50	31	117	54
82316	32	10	39	27
102010	53	13	50	28
101523	42	22	88	59
243511	71	42	155	133
22938	10	1	0	12
41566	35	9	36	0
152474	65	32	123	106
61857	25	11	32	23
99923	66	25	99	44
132487	41	36	136	71
317394	86	31	117	116
21054	16	0	0	4
209641	42	24	88	62
22648	19	13	39	12
31414	19	8	25	18
46698	45	13	52	14
131698	65	19	75	60
91735	35	18	71	7
244749	95	33	124	98
184510	49	40	151	64
79863	37	22	71	29
128423	64	38	145	32
97839	38	24	87	25
38214	34	8	27	16
151101	32	35	131	48
272458	65	43	162	100
172494	52	43	165	46
108043	62	14	54	45
328107	65	41	159	129
250579	83	38	147	130
351067	95	45	170	136
158015	29	31	119	59
98866	18	13	49	25
85439	33	28	104	32
229242	247	31	120	63
351619	139	40	150	95
84207	29	30	112	14
120445	118	16	59	36
324598	110	37	136	113
131069	67	30	107	47
204271	42	35	130	92
165543	65	32	115	70
141722	94	27	107	19
116048	64	20	75	50
250047	81	18	71	41
299775	95	31	120	91
195838	67	31	116	111
173260	63	21	79	41
254488	83	39	150	120
104389	45	41	156	135
136084	30	13	51	27
199476	70	32	118	87
92499	32	18	71	25
224330	83	39	144	131
135781	31	14	47	45
74408	67	7	28	29
81240	66	17	68	58
14688	10	0	0	4
181633	70	30	110	47
271856	103	37	147	109
7199	5	0	0	7
46660	20	5	15	12
17547	5	1	4	0
133368	36	16	64	37
95227	34	32	111	37
152601	48	24	85	46
98146	40	17	68	15
79619	43	11	40	42
59194	31	24	80	7
139942	42	22	88	54
118612	46	12	48	54
72880	33	19	76	14
65475	18	13	51	16
99643	55	17	67	33
71965	35	15	59	32
77272	59	16	61	21
49289	19	24	76	15
135131	66	15	60	38
108446	60	17	68	22
89746	36	18	71	28
44296	25	20	76	10
77648	47	16	62	31
181528	54	16	61	32
134019	53	18	67	32
124064	40	22	88	43
92630	40	8	30	27
121848	39	17	64	37
52915	14	18	68	20
81872	45	16	64	32
58981	36	23	91	0
53515	28	22	88	5
60812	44	13	52	26
56375	30	13	49	10
65490	22	16	62	27
80949	17	16	61	11
76302	31	20	76	29
104011	55	22	88	25
98104	54	17	66	55
67989	21	18	71	23
30989	14	17	68	5
135458	81	12	48	43
73504	35	7	25	23
63123	43	17	68	34
61254	46	14	41	36
74914	30	23	90	35
31774	23	17	66	0
81437	38	14	54	37
87186	54	15	59	28
50090	20	17	60	16
65745	53	21	77	26
56653	45	18	68	38
158399	39	18	72	23
46455	20	17	67	22
73624	24	17	64	30
38395	31	16	63	16
91899	35	15	59	18
139526	151	21	84	28
52164	52	16	64	32
51567	30	14	56	21
70551	31	15	54	23
84856	29	17	67	29
102538	57	15	58	50
86678	40	15	59	12
85709	44	10	40	21
34662	25	6	22	18
150580	77	22	83	27
99611	35	21	81	41
19349	11	1	2	13
99373	63	18	72	12
86230	44	17	61	21
30837	19	4	15	8
31706	13	10	32	26
89806	42	16	62	27
62088	38	16	58	13
40151	29	9	36	16
27634	20	16	59	2
76990	27	17	68	42
37460	20	7	21	5
54157	19	15	55	37
49862	37	14	54	17
84337	26	14	55	38
64175	42	18	72	37
59382	49	12	41	29
119308	30	16	61	32
76702	49	21	67	35
103425	67	19	76	17
70344	28	16	64	20
43410	19	1	3	7
104838	49	16	63	46
62215	27	10	40	24
69304	30	19	69	40
53117	22	12	48	3
19764	12	2	8	10
86680	31	14	52	37
84105	20	17	66	17
77945	20	19	76	28
89113	39	14	43	19
91005	29	11	39	29
40248	16	4	14	8
64187	27	16	61	10
50857	21	20	71	15
56613	19	12	44	15
62792	35	15	60	28
72535	14	16	64	17




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time18 seconds
R Server'Gertrude Mary Cox' @ cox.wessa.net
R Framework error message
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.

\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 & 18 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
R Framework error message & 
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.
\tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=203594&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]18 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[ROW][C]R Framework error message[/C][C]
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.
[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=203594&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203594&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 time18 seconds
R Server'Gertrude Mary Cox' @ cox.wessa.net
R Framework error message
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.







Multiple Linear Regression - Estimated Regression Equation
time_in_rfc[t] = -76.2881199518274 + 788.302624205547logins[t] + 414.546111797971compendiums_reviewed[t] + 329.858621503493feedback_messages_p1[t] + 1077.78301504691`blogged_computations\r`[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
time_in_rfc[t] =  -76.2881199518274 +  788.302624205547logins[t] +  414.546111797971compendiums_reviewed[t] +  329.858621503493feedback_messages_p1[t] +  1077.78301504691`blogged_computations\r`[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=203594&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]time_in_rfc[t] =  -76.2881199518274 +  788.302624205547logins[t] +  414.546111797971compendiums_reviewed[t] +  329.858621503493feedback_messages_p1[t] +  1077.78301504691`blogged_computations\r`[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=203594&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203594&T=1

As an alternative you can also use a QR Code:  

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

Multiple Linear Regression - Estimated Regression Equation
time_in_rfc[t] = -76.2881199518274 + 788.302624205547logins[t] + 414.546111797971compendiums_reviewed[t] + 329.858621503493feedback_messages_p1[t] + 1077.78301504691`blogged_computations\r`[t] + e[t]







Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STATH0: parameter = 02-tail p-value1-tail p-value
(Intercept)-76.28811995182745569.112296-0.01370.989080.49454
logins788.30262420554780.9219699.741500
compendiums_reviewed414.5461117979711169.5227050.35450.7232590.36163
feedback_messages_p1329.858621503493311.4740271.0590.2904890.145244
`blogged_computations\r`1077.7830150469196.71417211.14400

\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) & -76.2881199518274 & 5569.112296 & -0.0137 & 0.98908 & 0.49454 \tabularnewline
logins & 788.302624205547 & 80.921969 & 9.7415 & 0 & 0 \tabularnewline
compendiums_reviewed & 414.546111797971 & 1169.522705 & 0.3545 & 0.723259 & 0.36163 \tabularnewline
feedback_messages_p1 & 329.858621503493 & 311.474027 & 1.059 & 0.290489 & 0.145244 \tabularnewline
`blogged_computations\r` & 1077.78301504691 & 96.714172 & 11.144 & 0 & 0 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=203594&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]-76.2881199518274[/C][C]5569.112296[/C][C]-0.0137[/C][C]0.98908[/C][C]0.49454[/C][/ROW]
[ROW][C]logins[/C][C]788.302624205547[/C][C]80.921969[/C][C]9.7415[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]compendiums_reviewed[/C][C]414.546111797971[/C][C]1169.522705[/C][C]0.3545[/C][C]0.723259[/C][C]0.36163[/C][/ROW]
[ROW][C]feedback_messages_p1[/C][C]329.858621503493[/C][C]311.474027[/C][C]1.059[/C][C]0.290489[/C][C]0.145244[/C][/ROW]
[ROW][C]`blogged_computations\r`[/C][C]1077.78301504691[/C][C]96.714172[/C][C]11.144[/C][C]0[/C][C]0[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=203594&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203594&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)-76.28811995182745569.112296-0.01370.989080.49454
logins788.30262420554780.9219699.741500
compendiums_reviewed414.5461117979711169.5227050.35450.7232590.36163
feedback_messages_p1329.858621503493311.4740271.0590.2904890.145244
`blogged_computations\r`1077.7830150469196.71417211.14400







Multiple Linear Regression - Regression Statistics
Multiple R0.892694868039812
R-squared0.796904127424618
Adjusted R-squared0.794043622177077
F-TEST (value)278.588591337065
F-TEST (DF numerator)4
F-TEST (DF denominator)284
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation37367.6124943528
Sum Squared Residuals396560123641.985

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.892694868039812 \tabularnewline
R-squared & 0.796904127424618 \tabularnewline
Adjusted R-squared & 0.794043622177077 \tabularnewline
F-TEST (value) & 278.588591337065 \tabularnewline
F-TEST (DF numerator) & 4 \tabularnewline
F-TEST (DF denominator) & 284 \tabularnewline
p-value & 0 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation & 37367.6124943528 \tabularnewline
Sum Squared Residuals & 396560123641.985 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=203594&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.892694868039812[/C][/ROW]
[ROW][C]R-squared[/C][C]0.796904127424618[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.794043622177077[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]278.588591337065[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]4[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]284[/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]37367.6124943528[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]396560123641.985[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=203594&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203594&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 R0.892694868039812
R-squared0.796904127424618
Adjusted R-squared0.794043622177077
F-TEST (value)278.588591337065
F-TEST (DF numerator)4
F-TEST (DF denominator)284
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation37367.6124943528
Sum Squared Residuals396560123641.985







Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolationForecastResidualsPrediction Error
1210907179583.64185110531323.3581488949
2120982154141.954582503-33159.9545825033
3176508171071.1454777955436.85452220499
4179321237183.194507752-57862.194507752
5123185115817.5853073617367.41469263868
65274663725.1971637869-10979.1971637869
7385534244889.378586919140644.621413081
83317044753.2997838924-11583.2997838924
910164590216.224081867111428.7759181329
10149061124717.75804920624343.2419507942
11165446141345.23111184224100.7688881581
12237213212141.16674578525071.8332542153
13173326234980.242192861-61654.2421928608
14133131135795.195756202-2664.19575620209
15258873221743.49575816437129.5042418364
16180083176828.2036221543254.79637784551
17324799370800.11013175-46001.1101317505
18230964202337.60194607128626.3980539291
19236785227835.5458792628949.45412073767
20135473159184.445969983-23711.4459699826
21202925232729.227100693-29804.2271006932
22215147213955.9225314061191.07746859408
23344297193330.164375533150966.835624467
24153935119547.91933993734387.0806600633
25132943188537.050411829-55594.0504118291
26174724261661.19413281-86937.1941328096
27174415209206.381202176-34791.3812021763
28225548227288.276813018-1740.27681301811
29223632225549.369404248-1917.3694042479
30124817123811.8403932561005.15960674424
31221698203806.75454799617891.2454520039
32210767207573.5005626913193.49943730929
33170266164430.0916499095835.9083500913
34260561254165.8277662016395.17223379942
3584853115027.255386036-30174.2553860364
36294424231517.86317417162906.1368258291
3710101181601.239325999219409.7606740008
38215641165886.59544129149754.4045587086
39325107228283.87748953996823.1225104605
40717613324.8564915425-6148.85649154247
41167542162772.9052181024769.09478189782
4210640880116.772257094826291.2277429052
4396560129961.247413394-33401.2474133939
44265769272651.009102529-6882.00910252922
45269651217355.11212363352295.8878763673
46149112161155.525143562-12043.5251435617
47175824180385.336483954-4561.33648395422
48152871152838.03938791932.9606120806193
49111665114672.126456573-3007.12645657259
50116408120283.751497008-3875.75149700834
51362301230970.128793141131330.871206859
527880092414.688267653-13614.688267653
53183167215346.172411024-32179.1724110241
54277965259343.92512887718621.0748711226
55150629180143.357136838-29514.3571368384
56168809184393.802688934-15584.8026889345
572418833081.7268865903-8893.72688659035
58329267352905.889594614-23638.8895946143
596502965520.657460625-491.657460625011
60101097105664.864163964-4567.8641639636
61218946161802.19698055957143.8030194411
62244052235380.9349344538671.06506554653
63341570268764.31422902672805.6857709739
6410359789345.121206130314251.8787938697
65233328250037.859290713-16709.8592907127
66256462271663.957116273-15201.9571162726
67206161183629.08795837722531.9120416231
68311473290081.94270490621391.0572950937
69235800224434.05991294111365.9400870585
70177939185276.318549202-7337.31854920237
71207176169298.83043952837877.1695604721
72196553137682.20930571658870.7906942836
73174184161993.92574861112190.074251389
74143246199158.244457774-55912.2444577742
75187559235596.629465136-48037.6294651359
76187681218567.901927356-30886.9019273563
77119016205666.387513422-86650.3875134217
78182192191614.671302309-9422.67130230867
797356687422.7414493184-13856.7414493184
80194979187642.0843788487336.91562115182
81167488155676.94577424111811.0542257592
82143756206988.755013021-63232.7550130206
83275541230181.67357071545359.3264292846
84243199201123.33627231242075.6637276876
85182999204618.832883642-21619.8328836421
86135649193586.134531491-57937.1345314913
87152299162449.07140861-10150.0714086096
88120221123371.406060492-3150.4060604917
89346485262291.31344341984193.6865565813
90145790125354.47009199820435.5299080021
91193339212396.432056504-19057.4320565043
928095384995.0555189668-4042.0555189668
93122774100900.50494888921873.4950511108
94130585156373.521587668-25788.5215876679
95112611115842.032877865-3231.03287786516
96286468223509.0658523562958.9341476505
97241066216170.49042188224895.5095781184
98148446279008.229482603-130562.229482603
99204713183105.21673459121607.7832654092
100182079237814.36182658-55735.3618265802
101140344118311.09505426422032.9049457358
102220516208589.15469935711926.8453006429
103243060161064.19492825181995.8050717494
104162765145670.66313053617094.3368694643
105182613162231.23310205320381.7668979471
106232138241432.437733583-9294.43773358255
107265318297909.514059946-32591.5140599465
10885574101038.413484802-15464.4134848022
109310839252525.58650302558313.4134969746
110225060242583.729111795-17523.729111795
111232317224912.6573614567404.34263854423
112144966208981.054753438-64015.0547534376
1134328756267.4660654451-12980.4660654451
114155754160796.433918779-5042.43391877898
115164709223933.793075891-59224.793075891
116201940199461.6656646252478.3343353755
117235454274382.983363104-38928.9833631041
118220801145224.99322347175576.0067765286
11999466109068.46263981-9602.46263981012
12092661113012.414426685-20351.4144266855
121133328137656.099767212-4328.09976721187
12261361107562.194930354-46201.1949303536
123125930128402.050415003-2472.05041500276
124100750197827.050384596-97077.0503845956
125224549148983.51408450475565.4859154958
1268231671259.484617508111056.5153824919
12710201093763.70591280388246.29408719618
128101523134769.193136311-33246.1931363114
129243511267777.362228437-24266.3622284367
1302293821154.68041446451783.31958553552
1314156643120.1291075498-1554.12910754981
132152474219246.468070845-66772.4680708455
1336185759535.76994915512321.23005084485
13499923142393.794063473-42470.7940634732
135132487168551.146090008-36064.1460900079
136317394244184.95548881273209.0445111879
1372105416847.68592752454206.31407247546
138209641138831.63440504870809.365594952
1392264846088.4436125263-23440.4436125263
1403141445864.390442769-14450.390442769
1414669873028.0399515097-26330.0399515097
142131698148446.136093147-16748.1360931465
1439173565940.576971682225794.4230283178
144244749235017.6874099389731.31259006189
145184510173919.14974806810590.8502519317
1467986392886.5929983171-13023.5929983171
147128423148446.388677034-20023.3886770336
1489783995470.59372998682368.40627001317
1493821456193.0810187653-17979.0810187653
150151101134603.57390676416497.4260932362
151272458230204.26344897842253.736551022
152172494162745.6223862839748.37761371658
153108043120914.721384263-12871.7213842631
154328107259641.30279723268465.6972027681
155250579269706.591254543-19127.5912545427
156351067296121.49191245754945.5080875431
157158015138477.79129442919537.2087055707
1589886662609.906398965536256.0936010345
15985439106339.342727039-20900.3427270387
160229242314968.75405293-85726.7540529297
161351619277947.80077151873671.1992284819
1628420787253.9991549961-3046.99915499609
163120445157838.006535465-37393.006535465
164324598268625.45990395955972.5400960413
165131069151127.045263837-20058.0452638373
166204271189579.1941893814691.8058106204
167165543177807.410557129-12264.4105571289
168141722140989.65336068732.346639320185
169116048137294.54943027-21246.5494302699
170250047138847.120196732111199.879803268
171299775225324.67959574450.3204050001
172195838223488.431932169-27650.4319321687
173173260128540.18026845444719.8197315459
174254488260332.883080382-5844.88308038212
175104389249352.372538892-144963.372538892
17613608474884.821162532861199.1788374672
177199476201060.810798465-1584.81079846454
1789249982975.76336990989523.23663009017
179224330270209.344516877-45879.3445168771
18013578194168.329683366741612.6703166333
1817440896133.5593228637-21725.5593228637
18281240143940.770113138-62700.7701131379
1831468812117.87018229132570.12981770874
184181633154481.52900096427151.4709990356
185271856262424.6543108719431.34568912933
186719911409.7061064043-4210.70610640426
1874666035643.770426264211016.2295737358
188175475599.2055988878511947.7944011122
18913336895924.267473174537443.7325268255
19095227116483.755224195-21256.7552241951
191152601125327.3460450227273.6539549797
1929814677100.232236776721045.7677632233
1937961996841.9634427742-17222.9634427742
1945919468243.3707391792-9049.37073917924
195139942129380.27806107710561.7219389232
196118612115193.682579783418.31742022043
1977288073972.2920479148-1092.29204791485
1986547553569.576506550311905.4234934497
19999643107995.007249201-8352.00724920071
2007196587683.210554419-15718.210554419
2017727295821.1237246411-18549.1237246411
2024928966086.5688830739-16797.5688830739
203135131118917.14861657616213.8513834241
204108446100410.7658262168035.23417378402
2058974689362.3229118727383.677088127266
2064429663769.2851058808-19473.2851058808
2077764897469.1810061471-19821.1810061471
208181528103735.22376912977792.7762308707
209134019105755.16509754128263.8349024593
210124064115948.059647158115.94035285023
2119263073768.085794025118861.9142059749
21212184898703.721457589123144.2785424109
2135291562407.825194465-9492.82519446496
2148187297630.0760157899-15758.0760157899
2155898167854.3014796191-8873.30147961909
2165351565532.6735849008-12017.6735849008
2176081285173.1335078671-24361.1335078671
2185637555902.7926637284472.207336271566
2196549073450.4833408208-7960.48334082078
2208094951934.583357539129014.4166424609
2217630288976.9781370053-12674.9781370053
222104011108372.504739389-4361.50473938868
22398104130588.072334524-32484.0723345236
2246798972148.868473555-4159.86847355499
2253098945826.5338569634-14837.5338569634
226135458130928.6612614584529.33873854224
2277350463451.601393494310052.3986065057
2286312399943.0173952845-36820.0173952845
2296125494313.6701820068-33059.6701820068
23074914100517.032639524-25603.032639524
2313177446872.6251565718-15098.6251565718
2328143793373.1942829547-11936.1942829547
2338718698349.8283541368-11163.8283541367
2345009059773.0937956847-9683.09379568471
23565745103830.691557688-38085.6915576881
23656653106245.300815681-49592.3008156812
23715839986668.174330758371730.8256692417
2384645568548.8022364906-22093.8022364906
2397362479334.7009891775-5710.70098917754
2403839569019.4524146582-30624.4524146582
2419189972594.248343762319304.7516562377
242139526185548.92511045-46022.92511045
24352164103148.194385229-50984.1943852287
2445156770481.9622915668-18914.9622915668
2457055173180.6598146572-2629.65981465716
2468485683188.00695966891667.99304033114
247102538124096.103936282-21558.1039362818
2488667870069.063374508616608.9366254914
2498570974582.276639196711126.7233608033
2503466248775.5380998958-14113.5380998958
251150580126221.43539448724358.5646055129
25299611107127.424033706-7516.42403370581
2531934923680.4832967239-4331.48329672391
2549937393731.82414617555641.1758538245
2558623084411.13047335591818.86952664414
2563083730129.7896300731707.210369926916
2573170652894.9413920313-21188.9413920313
2588980689216.5358249317589.464175068275
2596208869654.9286314389-7566.92863143888
2604015155634.841603067-15483.841603067
2612763443939.7268517266-16305.7268517266
2627699095952.439528371-18962.439528371
2633746030907.53327355286552.46672644721
2645415779139.8491563508-24982.8491563508
2654986271029.231357811-21167.231357811
2668433785321.2044290385-984.204429038538
26764175104122.044414032-39947.0444140317
2685938288305.0047256991-28923.0047256991
26911930884815.960788196234492.0392118038
27076702107078.941981253-30376.9419812531
271103425104007.930316044-582.930316044166
2727034471295.5352237327-951.535223732701
2734341023850.064821590319559.9351784097
274104838115542.390101765-10704.3901017653
2756221564414.4810728431-2199.48107284311
2766930497320.7322159933-28016.7322159933
2775311741307.485831454311809.5141685457
2781976423629.1347166077-3865.13471660767
2798668087195.3586705089-515.358670508889
2808410562830.028539752621274.9714602474
2817794578813.3201438994-868.320143899419
2828911371132.957799777517980.0422002225
2839100571464.688886783219540.3111132168
2844024827435.023135952912812.976864047
2856418758739.82658454765447.17341545238
2865085764355.6965767757-13498.6965767757
2875661350556.53965338656056.4603466135
2886279283701.9371157348-20909.9371157348
2897253557025.949439714315509.0505602857

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 210907 & 179583.641851105 & 31323.3581488949 \tabularnewline
2 & 120982 & 154141.954582503 & -33159.9545825033 \tabularnewline
3 & 176508 & 171071.145477795 & 5436.85452220499 \tabularnewline
4 & 179321 & 237183.194507752 & -57862.194507752 \tabularnewline
5 & 123185 & 115817.585307361 & 7367.41469263868 \tabularnewline
6 & 52746 & 63725.1971637869 & -10979.1971637869 \tabularnewline
7 & 385534 & 244889.378586919 & 140644.621413081 \tabularnewline
8 & 33170 & 44753.2997838924 & -11583.2997838924 \tabularnewline
9 & 101645 & 90216.2240818671 & 11428.7759181329 \tabularnewline
10 & 149061 & 124717.758049206 & 24343.2419507942 \tabularnewline
11 & 165446 & 141345.231111842 & 24100.7688881581 \tabularnewline
12 & 237213 & 212141.166745785 & 25071.8332542153 \tabularnewline
13 & 173326 & 234980.242192861 & -61654.2421928608 \tabularnewline
14 & 133131 & 135795.195756202 & -2664.19575620209 \tabularnewline
15 & 258873 & 221743.495758164 & 37129.5042418364 \tabularnewline
16 & 180083 & 176828.203622154 & 3254.79637784551 \tabularnewline
17 & 324799 & 370800.11013175 & -46001.1101317505 \tabularnewline
18 & 230964 & 202337.601946071 & 28626.3980539291 \tabularnewline
19 & 236785 & 227835.545879262 & 8949.45412073767 \tabularnewline
20 & 135473 & 159184.445969983 & -23711.4459699826 \tabularnewline
21 & 202925 & 232729.227100693 & -29804.2271006932 \tabularnewline
22 & 215147 & 213955.922531406 & 1191.07746859408 \tabularnewline
23 & 344297 & 193330.164375533 & 150966.835624467 \tabularnewline
24 & 153935 & 119547.919339937 & 34387.0806600633 \tabularnewline
25 & 132943 & 188537.050411829 & -55594.0504118291 \tabularnewline
26 & 174724 & 261661.19413281 & -86937.1941328096 \tabularnewline
27 & 174415 & 209206.381202176 & -34791.3812021763 \tabularnewline
28 & 225548 & 227288.276813018 & -1740.27681301811 \tabularnewline
29 & 223632 & 225549.369404248 & -1917.3694042479 \tabularnewline
30 & 124817 & 123811.840393256 & 1005.15960674424 \tabularnewline
31 & 221698 & 203806.754547996 & 17891.2454520039 \tabularnewline
32 & 210767 & 207573.500562691 & 3193.49943730929 \tabularnewline
33 & 170266 & 164430.091649909 & 5835.9083500913 \tabularnewline
34 & 260561 & 254165.827766201 & 6395.17223379942 \tabularnewline
35 & 84853 & 115027.255386036 & -30174.2553860364 \tabularnewline
36 & 294424 & 231517.863174171 & 62906.1368258291 \tabularnewline
37 & 101011 & 81601.2393259992 & 19409.7606740008 \tabularnewline
38 & 215641 & 165886.595441291 & 49754.4045587086 \tabularnewline
39 & 325107 & 228283.877489539 & 96823.1225104605 \tabularnewline
40 & 7176 & 13324.8564915425 & -6148.85649154247 \tabularnewline
41 & 167542 & 162772.905218102 & 4769.09478189782 \tabularnewline
42 & 106408 & 80116.7722570948 & 26291.2277429052 \tabularnewline
43 & 96560 & 129961.247413394 & -33401.2474133939 \tabularnewline
44 & 265769 & 272651.009102529 & -6882.00910252922 \tabularnewline
45 & 269651 & 217355.112123633 & 52295.8878763673 \tabularnewline
46 & 149112 & 161155.525143562 & -12043.5251435617 \tabularnewline
47 & 175824 & 180385.336483954 & -4561.33648395422 \tabularnewline
48 & 152871 & 152838.039387919 & 32.9606120806193 \tabularnewline
49 & 111665 & 114672.126456573 & -3007.12645657259 \tabularnewline
50 & 116408 & 120283.751497008 & -3875.75149700834 \tabularnewline
51 & 362301 & 230970.128793141 & 131330.871206859 \tabularnewline
52 & 78800 & 92414.688267653 & -13614.688267653 \tabularnewline
53 & 183167 & 215346.172411024 & -32179.1724110241 \tabularnewline
54 & 277965 & 259343.925128877 & 18621.0748711226 \tabularnewline
55 & 150629 & 180143.357136838 & -29514.3571368384 \tabularnewline
56 & 168809 & 184393.802688934 & -15584.8026889345 \tabularnewline
57 & 24188 & 33081.7268865903 & -8893.72688659035 \tabularnewline
58 & 329267 & 352905.889594614 & -23638.8895946143 \tabularnewline
59 & 65029 & 65520.657460625 & -491.657460625011 \tabularnewline
60 & 101097 & 105664.864163964 & -4567.8641639636 \tabularnewline
61 & 218946 & 161802.196980559 & 57143.8030194411 \tabularnewline
62 & 244052 & 235380.934934453 & 8671.06506554653 \tabularnewline
63 & 341570 & 268764.314229026 & 72805.6857709739 \tabularnewline
64 & 103597 & 89345.1212061303 & 14251.8787938697 \tabularnewline
65 & 233328 & 250037.859290713 & -16709.8592907127 \tabularnewline
66 & 256462 & 271663.957116273 & -15201.9571162726 \tabularnewline
67 & 206161 & 183629.087958377 & 22531.9120416231 \tabularnewline
68 & 311473 & 290081.942704906 & 21391.0572950937 \tabularnewline
69 & 235800 & 224434.059912941 & 11365.9400870585 \tabularnewline
70 & 177939 & 185276.318549202 & -7337.31854920237 \tabularnewline
71 & 207176 & 169298.830439528 & 37877.1695604721 \tabularnewline
72 & 196553 & 137682.209305716 & 58870.7906942836 \tabularnewline
73 & 174184 & 161993.925748611 & 12190.074251389 \tabularnewline
74 & 143246 & 199158.244457774 & -55912.2444577742 \tabularnewline
75 & 187559 & 235596.629465136 & -48037.6294651359 \tabularnewline
76 & 187681 & 218567.901927356 & -30886.9019273563 \tabularnewline
77 & 119016 & 205666.387513422 & -86650.3875134217 \tabularnewline
78 & 182192 & 191614.671302309 & -9422.67130230867 \tabularnewline
79 & 73566 & 87422.7414493184 & -13856.7414493184 \tabularnewline
80 & 194979 & 187642.084378848 & 7336.91562115182 \tabularnewline
81 & 167488 & 155676.945774241 & 11811.0542257592 \tabularnewline
82 & 143756 & 206988.755013021 & -63232.7550130206 \tabularnewline
83 & 275541 & 230181.673570715 & 45359.3264292846 \tabularnewline
84 & 243199 & 201123.336272312 & 42075.6637276876 \tabularnewline
85 & 182999 & 204618.832883642 & -21619.8328836421 \tabularnewline
86 & 135649 & 193586.134531491 & -57937.1345314913 \tabularnewline
87 & 152299 & 162449.07140861 & -10150.0714086096 \tabularnewline
88 & 120221 & 123371.406060492 & -3150.4060604917 \tabularnewline
89 & 346485 & 262291.313443419 & 84193.6865565813 \tabularnewline
90 & 145790 & 125354.470091998 & 20435.5299080021 \tabularnewline
91 & 193339 & 212396.432056504 & -19057.4320565043 \tabularnewline
92 & 80953 & 84995.0555189668 & -4042.0555189668 \tabularnewline
93 & 122774 & 100900.504948889 & 21873.4950511108 \tabularnewline
94 & 130585 & 156373.521587668 & -25788.5215876679 \tabularnewline
95 & 112611 & 115842.032877865 & -3231.03287786516 \tabularnewline
96 & 286468 & 223509.06585235 & 62958.9341476505 \tabularnewline
97 & 241066 & 216170.490421882 & 24895.5095781184 \tabularnewline
98 & 148446 & 279008.229482603 & -130562.229482603 \tabularnewline
99 & 204713 & 183105.216734591 & 21607.7832654092 \tabularnewline
100 & 182079 & 237814.36182658 & -55735.3618265802 \tabularnewline
101 & 140344 & 118311.095054264 & 22032.9049457358 \tabularnewline
102 & 220516 & 208589.154699357 & 11926.8453006429 \tabularnewline
103 & 243060 & 161064.194928251 & 81995.8050717494 \tabularnewline
104 & 162765 & 145670.663130536 & 17094.3368694643 \tabularnewline
105 & 182613 & 162231.233102053 & 20381.7668979471 \tabularnewline
106 & 232138 & 241432.437733583 & -9294.43773358255 \tabularnewline
107 & 265318 & 297909.514059946 & -32591.5140599465 \tabularnewline
108 & 85574 & 101038.413484802 & -15464.4134848022 \tabularnewline
109 & 310839 & 252525.586503025 & 58313.4134969746 \tabularnewline
110 & 225060 & 242583.729111795 & -17523.729111795 \tabularnewline
111 & 232317 & 224912.657361456 & 7404.34263854423 \tabularnewline
112 & 144966 & 208981.054753438 & -64015.0547534376 \tabularnewline
113 & 43287 & 56267.4660654451 & -12980.4660654451 \tabularnewline
114 & 155754 & 160796.433918779 & -5042.43391877898 \tabularnewline
115 & 164709 & 223933.793075891 & -59224.793075891 \tabularnewline
116 & 201940 & 199461.665664625 & 2478.3343353755 \tabularnewline
117 & 235454 & 274382.983363104 & -38928.9833631041 \tabularnewline
118 & 220801 & 145224.993223471 & 75576.0067765286 \tabularnewline
119 & 99466 & 109068.46263981 & -9602.46263981012 \tabularnewline
120 & 92661 & 113012.414426685 & -20351.4144266855 \tabularnewline
121 & 133328 & 137656.099767212 & -4328.09976721187 \tabularnewline
122 & 61361 & 107562.194930354 & -46201.1949303536 \tabularnewline
123 & 125930 & 128402.050415003 & -2472.05041500276 \tabularnewline
124 & 100750 & 197827.050384596 & -97077.0503845956 \tabularnewline
125 & 224549 & 148983.514084504 & 75565.4859154958 \tabularnewline
126 & 82316 & 71259.4846175081 & 11056.5153824919 \tabularnewline
127 & 102010 & 93763.7059128038 & 8246.29408719618 \tabularnewline
128 & 101523 & 134769.193136311 & -33246.1931363114 \tabularnewline
129 & 243511 & 267777.362228437 & -24266.3622284367 \tabularnewline
130 & 22938 & 21154.6804144645 & 1783.31958553552 \tabularnewline
131 & 41566 & 43120.1291075498 & -1554.12910754981 \tabularnewline
132 & 152474 & 219246.468070845 & -66772.4680708455 \tabularnewline
133 & 61857 & 59535.7699491551 & 2321.23005084485 \tabularnewline
134 & 99923 & 142393.794063473 & -42470.7940634732 \tabularnewline
135 & 132487 & 168551.146090008 & -36064.1460900079 \tabularnewline
136 & 317394 & 244184.955488812 & 73209.0445111879 \tabularnewline
137 & 21054 & 16847.6859275245 & 4206.31407247546 \tabularnewline
138 & 209641 & 138831.634405048 & 70809.365594952 \tabularnewline
139 & 22648 & 46088.4436125263 & -23440.4436125263 \tabularnewline
140 & 31414 & 45864.390442769 & -14450.390442769 \tabularnewline
141 & 46698 & 73028.0399515097 & -26330.0399515097 \tabularnewline
142 & 131698 & 148446.136093147 & -16748.1360931465 \tabularnewline
143 & 91735 & 65940.5769716822 & 25794.4230283178 \tabularnewline
144 & 244749 & 235017.687409938 & 9731.31259006189 \tabularnewline
145 & 184510 & 173919.149748068 & 10590.8502519317 \tabularnewline
146 & 79863 & 92886.5929983171 & -13023.5929983171 \tabularnewline
147 & 128423 & 148446.388677034 & -20023.3886770336 \tabularnewline
148 & 97839 & 95470.5937299868 & 2368.40627001317 \tabularnewline
149 & 38214 & 56193.0810187653 & -17979.0810187653 \tabularnewline
150 & 151101 & 134603.573906764 & 16497.4260932362 \tabularnewline
151 & 272458 & 230204.263448978 & 42253.736551022 \tabularnewline
152 & 172494 & 162745.622386283 & 9748.37761371658 \tabularnewline
153 & 108043 & 120914.721384263 & -12871.7213842631 \tabularnewline
154 & 328107 & 259641.302797232 & 68465.6972027681 \tabularnewline
155 & 250579 & 269706.591254543 & -19127.5912545427 \tabularnewline
156 & 351067 & 296121.491912457 & 54945.5080875431 \tabularnewline
157 & 158015 & 138477.791294429 & 19537.2087055707 \tabularnewline
158 & 98866 & 62609.9063989655 & 36256.0936010345 \tabularnewline
159 & 85439 & 106339.342727039 & -20900.3427270387 \tabularnewline
160 & 229242 & 314968.75405293 & -85726.7540529297 \tabularnewline
161 & 351619 & 277947.800771518 & 73671.1992284819 \tabularnewline
162 & 84207 & 87253.9991549961 & -3046.99915499609 \tabularnewline
163 & 120445 & 157838.006535465 & -37393.006535465 \tabularnewline
164 & 324598 & 268625.459903959 & 55972.5400960413 \tabularnewline
165 & 131069 & 151127.045263837 & -20058.0452638373 \tabularnewline
166 & 204271 & 189579.19418938 & 14691.8058106204 \tabularnewline
167 & 165543 & 177807.410557129 & -12264.4105571289 \tabularnewline
168 & 141722 & 140989.65336068 & 732.346639320185 \tabularnewline
169 & 116048 & 137294.54943027 & -21246.5494302699 \tabularnewline
170 & 250047 & 138847.120196732 & 111199.879803268 \tabularnewline
171 & 299775 & 225324.679595 & 74450.3204050001 \tabularnewline
172 & 195838 & 223488.431932169 & -27650.4319321687 \tabularnewline
173 & 173260 & 128540.180268454 & 44719.8197315459 \tabularnewline
174 & 254488 & 260332.883080382 & -5844.88308038212 \tabularnewline
175 & 104389 & 249352.372538892 & -144963.372538892 \tabularnewline
176 & 136084 & 74884.8211625328 & 61199.1788374672 \tabularnewline
177 & 199476 & 201060.810798465 & -1584.81079846454 \tabularnewline
178 & 92499 & 82975.7633699098 & 9523.23663009017 \tabularnewline
179 & 224330 & 270209.344516877 & -45879.3445168771 \tabularnewline
180 & 135781 & 94168.3296833667 & 41612.6703166333 \tabularnewline
181 & 74408 & 96133.5593228637 & -21725.5593228637 \tabularnewline
182 & 81240 & 143940.770113138 & -62700.7701131379 \tabularnewline
183 & 14688 & 12117.8701822913 & 2570.12981770874 \tabularnewline
184 & 181633 & 154481.529000964 & 27151.4709990356 \tabularnewline
185 & 271856 & 262424.654310871 & 9431.34568912933 \tabularnewline
186 & 7199 & 11409.7061064043 & -4210.70610640426 \tabularnewline
187 & 46660 & 35643.7704262642 & 11016.2295737358 \tabularnewline
188 & 17547 & 5599.20559888785 & 11947.7944011122 \tabularnewline
189 & 133368 & 95924.2674731745 & 37443.7325268255 \tabularnewline
190 & 95227 & 116483.755224195 & -21256.7552241951 \tabularnewline
191 & 152601 & 125327.34604502 & 27273.6539549797 \tabularnewline
192 & 98146 & 77100.2322367767 & 21045.7677632233 \tabularnewline
193 & 79619 & 96841.9634427742 & -17222.9634427742 \tabularnewline
194 & 59194 & 68243.3707391792 & -9049.37073917924 \tabularnewline
195 & 139942 & 129380.278061077 & 10561.7219389232 \tabularnewline
196 & 118612 & 115193.68257978 & 3418.31742022043 \tabularnewline
197 & 72880 & 73972.2920479148 & -1092.29204791485 \tabularnewline
198 & 65475 & 53569.5765065503 & 11905.4234934497 \tabularnewline
199 & 99643 & 107995.007249201 & -8352.00724920071 \tabularnewline
200 & 71965 & 87683.210554419 & -15718.210554419 \tabularnewline
201 & 77272 & 95821.1237246411 & -18549.1237246411 \tabularnewline
202 & 49289 & 66086.5688830739 & -16797.5688830739 \tabularnewline
203 & 135131 & 118917.148616576 & 16213.8513834241 \tabularnewline
204 & 108446 & 100410.765826216 & 8035.23417378402 \tabularnewline
205 & 89746 & 89362.3229118727 & 383.677088127266 \tabularnewline
206 & 44296 & 63769.2851058808 & -19473.2851058808 \tabularnewline
207 & 77648 & 97469.1810061471 & -19821.1810061471 \tabularnewline
208 & 181528 & 103735.223769129 & 77792.7762308707 \tabularnewline
209 & 134019 & 105755.165097541 & 28263.8349024593 \tabularnewline
210 & 124064 & 115948.05964715 & 8115.94035285023 \tabularnewline
211 & 92630 & 73768.0857940251 & 18861.9142059749 \tabularnewline
212 & 121848 & 98703.7214575891 & 23144.2785424109 \tabularnewline
213 & 52915 & 62407.825194465 & -9492.82519446496 \tabularnewline
214 & 81872 & 97630.0760157899 & -15758.0760157899 \tabularnewline
215 & 58981 & 67854.3014796191 & -8873.30147961909 \tabularnewline
216 & 53515 & 65532.6735849008 & -12017.6735849008 \tabularnewline
217 & 60812 & 85173.1335078671 & -24361.1335078671 \tabularnewline
218 & 56375 & 55902.7926637284 & 472.207336271566 \tabularnewline
219 & 65490 & 73450.4833408208 & -7960.48334082078 \tabularnewline
220 & 80949 & 51934.5833575391 & 29014.4166424609 \tabularnewline
221 & 76302 & 88976.9781370053 & -12674.9781370053 \tabularnewline
222 & 104011 & 108372.504739389 & -4361.50473938868 \tabularnewline
223 & 98104 & 130588.072334524 & -32484.0723345236 \tabularnewline
224 & 67989 & 72148.868473555 & -4159.86847355499 \tabularnewline
225 & 30989 & 45826.5338569634 & -14837.5338569634 \tabularnewline
226 & 135458 & 130928.661261458 & 4529.33873854224 \tabularnewline
227 & 73504 & 63451.6013934943 & 10052.3986065057 \tabularnewline
228 & 63123 & 99943.0173952845 & -36820.0173952845 \tabularnewline
229 & 61254 & 94313.6701820068 & -33059.6701820068 \tabularnewline
230 & 74914 & 100517.032639524 & -25603.032639524 \tabularnewline
231 & 31774 & 46872.6251565718 & -15098.6251565718 \tabularnewline
232 & 81437 & 93373.1942829547 & -11936.1942829547 \tabularnewline
233 & 87186 & 98349.8283541368 & -11163.8283541367 \tabularnewline
234 & 50090 & 59773.0937956847 & -9683.09379568471 \tabularnewline
235 & 65745 & 103830.691557688 & -38085.6915576881 \tabularnewline
236 & 56653 & 106245.300815681 & -49592.3008156812 \tabularnewline
237 & 158399 & 86668.1743307583 & 71730.8256692417 \tabularnewline
238 & 46455 & 68548.8022364906 & -22093.8022364906 \tabularnewline
239 & 73624 & 79334.7009891775 & -5710.70098917754 \tabularnewline
240 & 38395 & 69019.4524146582 & -30624.4524146582 \tabularnewline
241 & 91899 & 72594.2483437623 & 19304.7516562377 \tabularnewline
242 & 139526 & 185548.92511045 & -46022.92511045 \tabularnewline
243 & 52164 & 103148.194385229 & -50984.1943852287 \tabularnewline
244 & 51567 & 70481.9622915668 & -18914.9622915668 \tabularnewline
245 & 70551 & 73180.6598146572 & -2629.65981465716 \tabularnewline
246 & 84856 & 83188.0069596689 & 1667.99304033114 \tabularnewline
247 & 102538 & 124096.103936282 & -21558.1039362818 \tabularnewline
248 & 86678 & 70069.0633745086 & 16608.9366254914 \tabularnewline
249 & 85709 & 74582.2766391967 & 11126.7233608033 \tabularnewline
250 & 34662 & 48775.5380998958 & -14113.5380998958 \tabularnewline
251 & 150580 & 126221.435394487 & 24358.5646055129 \tabularnewline
252 & 99611 & 107127.424033706 & -7516.42403370581 \tabularnewline
253 & 19349 & 23680.4832967239 & -4331.48329672391 \tabularnewline
254 & 99373 & 93731.8241461755 & 5641.1758538245 \tabularnewline
255 & 86230 & 84411.1304733559 & 1818.86952664414 \tabularnewline
256 & 30837 & 30129.7896300731 & 707.210369926916 \tabularnewline
257 & 31706 & 52894.9413920313 & -21188.9413920313 \tabularnewline
258 & 89806 & 89216.5358249317 & 589.464175068275 \tabularnewline
259 & 62088 & 69654.9286314389 & -7566.92863143888 \tabularnewline
260 & 40151 & 55634.841603067 & -15483.841603067 \tabularnewline
261 & 27634 & 43939.7268517266 & -16305.7268517266 \tabularnewline
262 & 76990 & 95952.439528371 & -18962.439528371 \tabularnewline
263 & 37460 & 30907.5332735528 & 6552.46672644721 \tabularnewline
264 & 54157 & 79139.8491563508 & -24982.8491563508 \tabularnewline
265 & 49862 & 71029.231357811 & -21167.231357811 \tabularnewline
266 & 84337 & 85321.2044290385 & -984.204429038538 \tabularnewline
267 & 64175 & 104122.044414032 & -39947.0444140317 \tabularnewline
268 & 59382 & 88305.0047256991 & -28923.0047256991 \tabularnewline
269 & 119308 & 84815.9607881962 & 34492.0392118038 \tabularnewline
270 & 76702 & 107078.941981253 & -30376.9419812531 \tabularnewline
271 & 103425 & 104007.930316044 & -582.930316044166 \tabularnewline
272 & 70344 & 71295.5352237327 & -951.535223732701 \tabularnewline
273 & 43410 & 23850.0648215903 & 19559.9351784097 \tabularnewline
274 & 104838 & 115542.390101765 & -10704.3901017653 \tabularnewline
275 & 62215 & 64414.4810728431 & -2199.48107284311 \tabularnewline
276 & 69304 & 97320.7322159933 & -28016.7322159933 \tabularnewline
277 & 53117 & 41307.4858314543 & 11809.5141685457 \tabularnewline
278 & 19764 & 23629.1347166077 & -3865.13471660767 \tabularnewline
279 & 86680 & 87195.3586705089 & -515.358670508889 \tabularnewline
280 & 84105 & 62830.0285397526 & 21274.9714602474 \tabularnewline
281 & 77945 & 78813.3201438994 & -868.320143899419 \tabularnewline
282 & 89113 & 71132.9577997775 & 17980.0422002225 \tabularnewline
283 & 91005 & 71464.6888867832 & 19540.3111132168 \tabularnewline
284 & 40248 & 27435.0231359529 & 12812.976864047 \tabularnewline
285 & 64187 & 58739.8265845476 & 5447.17341545238 \tabularnewline
286 & 50857 & 64355.6965767757 & -13498.6965767757 \tabularnewline
287 & 56613 & 50556.5396533865 & 6056.4603466135 \tabularnewline
288 & 62792 & 83701.9371157348 & -20909.9371157348 \tabularnewline
289 & 72535 & 57025.9494397143 & 15509.0505602857 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=203594&T=4

[TABLE]
[ROW][C]Multiple Linear Regression - Actuals, Interpolation, and Residuals[/C][/ROW]
[ROW][C]Time or Index[/C][C]Actuals[/C][C]InterpolationForecast[/C][C]ResidualsPrediction Error[/C][/ROW]
[ROW][C]1[/C][C]210907[/C][C]179583.641851105[/C][C]31323.3581488949[/C][/ROW]
[ROW][C]2[/C][C]120982[/C][C]154141.954582503[/C][C]-33159.9545825033[/C][/ROW]
[ROW][C]3[/C][C]176508[/C][C]171071.145477795[/C][C]5436.85452220499[/C][/ROW]
[ROW][C]4[/C][C]179321[/C][C]237183.194507752[/C][C]-57862.194507752[/C][/ROW]
[ROW][C]5[/C][C]123185[/C][C]115817.585307361[/C][C]7367.41469263868[/C][/ROW]
[ROW][C]6[/C][C]52746[/C][C]63725.1971637869[/C][C]-10979.1971637869[/C][/ROW]
[ROW][C]7[/C][C]385534[/C][C]244889.378586919[/C][C]140644.621413081[/C][/ROW]
[ROW][C]8[/C][C]33170[/C][C]44753.2997838924[/C][C]-11583.2997838924[/C][/ROW]
[ROW][C]9[/C][C]101645[/C][C]90216.2240818671[/C][C]11428.7759181329[/C][/ROW]
[ROW][C]10[/C][C]149061[/C][C]124717.758049206[/C][C]24343.2419507942[/C][/ROW]
[ROW][C]11[/C][C]165446[/C][C]141345.231111842[/C][C]24100.7688881581[/C][/ROW]
[ROW][C]12[/C][C]237213[/C][C]212141.166745785[/C][C]25071.8332542153[/C][/ROW]
[ROW][C]13[/C][C]173326[/C][C]234980.242192861[/C][C]-61654.2421928608[/C][/ROW]
[ROW][C]14[/C][C]133131[/C][C]135795.195756202[/C][C]-2664.19575620209[/C][/ROW]
[ROW][C]15[/C][C]258873[/C][C]221743.495758164[/C][C]37129.5042418364[/C][/ROW]
[ROW][C]16[/C][C]180083[/C][C]176828.203622154[/C][C]3254.79637784551[/C][/ROW]
[ROW][C]17[/C][C]324799[/C][C]370800.11013175[/C][C]-46001.1101317505[/C][/ROW]
[ROW][C]18[/C][C]230964[/C][C]202337.601946071[/C][C]28626.3980539291[/C][/ROW]
[ROW][C]19[/C][C]236785[/C][C]227835.545879262[/C][C]8949.45412073767[/C][/ROW]
[ROW][C]20[/C][C]135473[/C][C]159184.445969983[/C][C]-23711.4459699826[/C][/ROW]
[ROW][C]21[/C][C]202925[/C][C]232729.227100693[/C][C]-29804.2271006932[/C][/ROW]
[ROW][C]22[/C][C]215147[/C][C]213955.922531406[/C][C]1191.07746859408[/C][/ROW]
[ROW][C]23[/C][C]344297[/C][C]193330.164375533[/C][C]150966.835624467[/C][/ROW]
[ROW][C]24[/C][C]153935[/C][C]119547.919339937[/C][C]34387.0806600633[/C][/ROW]
[ROW][C]25[/C][C]132943[/C][C]188537.050411829[/C][C]-55594.0504118291[/C][/ROW]
[ROW][C]26[/C][C]174724[/C][C]261661.19413281[/C][C]-86937.1941328096[/C][/ROW]
[ROW][C]27[/C][C]174415[/C][C]209206.381202176[/C][C]-34791.3812021763[/C][/ROW]
[ROW][C]28[/C][C]225548[/C][C]227288.276813018[/C][C]-1740.27681301811[/C][/ROW]
[ROW][C]29[/C][C]223632[/C][C]225549.369404248[/C][C]-1917.3694042479[/C][/ROW]
[ROW][C]30[/C][C]124817[/C][C]123811.840393256[/C][C]1005.15960674424[/C][/ROW]
[ROW][C]31[/C][C]221698[/C][C]203806.754547996[/C][C]17891.2454520039[/C][/ROW]
[ROW][C]32[/C][C]210767[/C][C]207573.500562691[/C][C]3193.49943730929[/C][/ROW]
[ROW][C]33[/C][C]170266[/C][C]164430.091649909[/C][C]5835.9083500913[/C][/ROW]
[ROW][C]34[/C][C]260561[/C][C]254165.827766201[/C][C]6395.17223379942[/C][/ROW]
[ROW][C]35[/C][C]84853[/C][C]115027.255386036[/C][C]-30174.2553860364[/C][/ROW]
[ROW][C]36[/C][C]294424[/C][C]231517.863174171[/C][C]62906.1368258291[/C][/ROW]
[ROW][C]37[/C][C]101011[/C][C]81601.2393259992[/C][C]19409.7606740008[/C][/ROW]
[ROW][C]38[/C][C]215641[/C][C]165886.595441291[/C][C]49754.4045587086[/C][/ROW]
[ROW][C]39[/C][C]325107[/C][C]228283.877489539[/C][C]96823.1225104605[/C][/ROW]
[ROW][C]40[/C][C]7176[/C][C]13324.8564915425[/C][C]-6148.85649154247[/C][/ROW]
[ROW][C]41[/C][C]167542[/C][C]162772.905218102[/C][C]4769.09478189782[/C][/ROW]
[ROW][C]42[/C][C]106408[/C][C]80116.7722570948[/C][C]26291.2277429052[/C][/ROW]
[ROW][C]43[/C][C]96560[/C][C]129961.247413394[/C][C]-33401.2474133939[/C][/ROW]
[ROW][C]44[/C][C]265769[/C][C]272651.009102529[/C][C]-6882.00910252922[/C][/ROW]
[ROW][C]45[/C][C]269651[/C][C]217355.112123633[/C][C]52295.8878763673[/C][/ROW]
[ROW][C]46[/C][C]149112[/C][C]161155.525143562[/C][C]-12043.5251435617[/C][/ROW]
[ROW][C]47[/C][C]175824[/C][C]180385.336483954[/C][C]-4561.33648395422[/C][/ROW]
[ROW][C]48[/C][C]152871[/C][C]152838.039387919[/C][C]32.9606120806193[/C][/ROW]
[ROW][C]49[/C][C]111665[/C][C]114672.126456573[/C][C]-3007.12645657259[/C][/ROW]
[ROW][C]50[/C][C]116408[/C][C]120283.751497008[/C][C]-3875.75149700834[/C][/ROW]
[ROW][C]51[/C][C]362301[/C][C]230970.128793141[/C][C]131330.871206859[/C][/ROW]
[ROW][C]52[/C][C]78800[/C][C]92414.688267653[/C][C]-13614.688267653[/C][/ROW]
[ROW][C]53[/C][C]183167[/C][C]215346.172411024[/C][C]-32179.1724110241[/C][/ROW]
[ROW][C]54[/C][C]277965[/C][C]259343.925128877[/C][C]18621.0748711226[/C][/ROW]
[ROW][C]55[/C][C]150629[/C][C]180143.357136838[/C][C]-29514.3571368384[/C][/ROW]
[ROW][C]56[/C][C]168809[/C][C]184393.802688934[/C][C]-15584.8026889345[/C][/ROW]
[ROW][C]57[/C][C]24188[/C][C]33081.7268865903[/C][C]-8893.72688659035[/C][/ROW]
[ROW][C]58[/C][C]329267[/C][C]352905.889594614[/C][C]-23638.8895946143[/C][/ROW]
[ROW][C]59[/C][C]65029[/C][C]65520.657460625[/C][C]-491.657460625011[/C][/ROW]
[ROW][C]60[/C][C]101097[/C][C]105664.864163964[/C][C]-4567.8641639636[/C][/ROW]
[ROW][C]61[/C][C]218946[/C][C]161802.196980559[/C][C]57143.8030194411[/C][/ROW]
[ROW][C]62[/C][C]244052[/C][C]235380.934934453[/C][C]8671.06506554653[/C][/ROW]
[ROW][C]63[/C][C]341570[/C][C]268764.314229026[/C][C]72805.6857709739[/C][/ROW]
[ROW][C]64[/C][C]103597[/C][C]89345.1212061303[/C][C]14251.8787938697[/C][/ROW]
[ROW][C]65[/C][C]233328[/C][C]250037.859290713[/C][C]-16709.8592907127[/C][/ROW]
[ROW][C]66[/C][C]256462[/C][C]271663.957116273[/C][C]-15201.9571162726[/C][/ROW]
[ROW][C]67[/C][C]206161[/C][C]183629.087958377[/C][C]22531.9120416231[/C][/ROW]
[ROW][C]68[/C][C]311473[/C][C]290081.942704906[/C][C]21391.0572950937[/C][/ROW]
[ROW][C]69[/C][C]235800[/C][C]224434.059912941[/C][C]11365.9400870585[/C][/ROW]
[ROW][C]70[/C][C]177939[/C][C]185276.318549202[/C][C]-7337.31854920237[/C][/ROW]
[ROW][C]71[/C][C]207176[/C][C]169298.830439528[/C][C]37877.1695604721[/C][/ROW]
[ROW][C]72[/C][C]196553[/C][C]137682.209305716[/C][C]58870.7906942836[/C][/ROW]
[ROW][C]73[/C][C]174184[/C][C]161993.925748611[/C][C]12190.074251389[/C][/ROW]
[ROW][C]74[/C][C]143246[/C][C]199158.244457774[/C][C]-55912.2444577742[/C][/ROW]
[ROW][C]75[/C][C]187559[/C][C]235596.629465136[/C][C]-48037.6294651359[/C][/ROW]
[ROW][C]76[/C][C]187681[/C][C]218567.901927356[/C][C]-30886.9019273563[/C][/ROW]
[ROW][C]77[/C][C]119016[/C][C]205666.387513422[/C][C]-86650.3875134217[/C][/ROW]
[ROW][C]78[/C][C]182192[/C][C]191614.671302309[/C][C]-9422.67130230867[/C][/ROW]
[ROW][C]79[/C][C]73566[/C][C]87422.7414493184[/C][C]-13856.7414493184[/C][/ROW]
[ROW][C]80[/C][C]194979[/C][C]187642.084378848[/C][C]7336.91562115182[/C][/ROW]
[ROW][C]81[/C][C]167488[/C][C]155676.945774241[/C][C]11811.0542257592[/C][/ROW]
[ROW][C]82[/C][C]143756[/C][C]206988.755013021[/C][C]-63232.7550130206[/C][/ROW]
[ROW][C]83[/C][C]275541[/C][C]230181.673570715[/C][C]45359.3264292846[/C][/ROW]
[ROW][C]84[/C][C]243199[/C][C]201123.336272312[/C][C]42075.6637276876[/C][/ROW]
[ROW][C]85[/C][C]182999[/C][C]204618.832883642[/C][C]-21619.8328836421[/C][/ROW]
[ROW][C]86[/C][C]135649[/C][C]193586.134531491[/C][C]-57937.1345314913[/C][/ROW]
[ROW][C]87[/C][C]152299[/C][C]162449.07140861[/C][C]-10150.0714086096[/C][/ROW]
[ROW][C]88[/C][C]120221[/C][C]123371.406060492[/C][C]-3150.4060604917[/C][/ROW]
[ROW][C]89[/C][C]346485[/C][C]262291.313443419[/C][C]84193.6865565813[/C][/ROW]
[ROW][C]90[/C][C]145790[/C][C]125354.470091998[/C][C]20435.5299080021[/C][/ROW]
[ROW][C]91[/C][C]193339[/C][C]212396.432056504[/C][C]-19057.4320565043[/C][/ROW]
[ROW][C]92[/C][C]80953[/C][C]84995.0555189668[/C][C]-4042.0555189668[/C][/ROW]
[ROW][C]93[/C][C]122774[/C][C]100900.504948889[/C][C]21873.4950511108[/C][/ROW]
[ROW][C]94[/C][C]130585[/C][C]156373.521587668[/C][C]-25788.5215876679[/C][/ROW]
[ROW][C]95[/C][C]112611[/C][C]115842.032877865[/C][C]-3231.03287786516[/C][/ROW]
[ROW][C]96[/C][C]286468[/C][C]223509.06585235[/C][C]62958.9341476505[/C][/ROW]
[ROW][C]97[/C][C]241066[/C][C]216170.490421882[/C][C]24895.5095781184[/C][/ROW]
[ROW][C]98[/C][C]148446[/C][C]279008.229482603[/C][C]-130562.229482603[/C][/ROW]
[ROW][C]99[/C][C]204713[/C][C]183105.216734591[/C][C]21607.7832654092[/C][/ROW]
[ROW][C]100[/C][C]182079[/C][C]237814.36182658[/C][C]-55735.3618265802[/C][/ROW]
[ROW][C]101[/C][C]140344[/C][C]118311.095054264[/C][C]22032.9049457358[/C][/ROW]
[ROW][C]102[/C][C]220516[/C][C]208589.154699357[/C][C]11926.8453006429[/C][/ROW]
[ROW][C]103[/C][C]243060[/C][C]161064.194928251[/C][C]81995.8050717494[/C][/ROW]
[ROW][C]104[/C][C]162765[/C][C]145670.663130536[/C][C]17094.3368694643[/C][/ROW]
[ROW][C]105[/C][C]182613[/C][C]162231.233102053[/C][C]20381.7668979471[/C][/ROW]
[ROW][C]106[/C][C]232138[/C][C]241432.437733583[/C][C]-9294.43773358255[/C][/ROW]
[ROW][C]107[/C][C]265318[/C][C]297909.514059946[/C][C]-32591.5140599465[/C][/ROW]
[ROW][C]108[/C][C]85574[/C][C]101038.413484802[/C][C]-15464.4134848022[/C][/ROW]
[ROW][C]109[/C][C]310839[/C][C]252525.586503025[/C][C]58313.4134969746[/C][/ROW]
[ROW][C]110[/C][C]225060[/C][C]242583.729111795[/C][C]-17523.729111795[/C][/ROW]
[ROW][C]111[/C][C]232317[/C][C]224912.657361456[/C][C]7404.34263854423[/C][/ROW]
[ROW][C]112[/C][C]144966[/C][C]208981.054753438[/C][C]-64015.0547534376[/C][/ROW]
[ROW][C]113[/C][C]43287[/C][C]56267.4660654451[/C][C]-12980.4660654451[/C][/ROW]
[ROW][C]114[/C][C]155754[/C][C]160796.433918779[/C][C]-5042.43391877898[/C][/ROW]
[ROW][C]115[/C][C]164709[/C][C]223933.793075891[/C][C]-59224.793075891[/C][/ROW]
[ROW][C]116[/C][C]201940[/C][C]199461.665664625[/C][C]2478.3343353755[/C][/ROW]
[ROW][C]117[/C][C]235454[/C][C]274382.983363104[/C][C]-38928.9833631041[/C][/ROW]
[ROW][C]118[/C][C]220801[/C][C]145224.993223471[/C][C]75576.0067765286[/C][/ROW]
[ROW][C]119[/C][C]99466[/C][C]109068.46263981[/C][C]-9602.46263981012[/C][/ROW]
[ROW][C]120[/C][C]92661[/C][C]113012.414426685[/C][C]-20351.4144266855[/C][/ROW]
[ROW][C]121[/C][C]133328[/C][C]137656.099767212[/C][C]-4328.09976721187[/C][/ROW]
[ROW][C]122[/C][C]61361[/C][C]107562.194930354[/C][C]-46201.1949303536[/C][/ROW]
[ROW][C]123[/C][C]125930[/C][C]128402.050415003[/C][C]-2472.05041500276[/C][/ROW]
[ROW][C]124[/C][C]100750[/C][C]197827.050384596[/C][C]-97077.0503845956[/C][/ROW]
[ROW][C]125[/C][C]224549[/C][C]148983.514084504[/C][C]75565.4859154958[/C][/ROW]
[ROW][C]126[/C][C]82316[/C][C]71259.4846175081[/C][C]11056.5153824919[/C][/ROW]
[ROW][C]127[/C][C]102010[/C][C]93763.7059128038[/C][C]8246.29408719618[/C][/ROW]
[ROW][C]128[/C][C]101523[/C][C]134769.193136311[/C][C]-33246.1931363114[/C][/ROW]
[ROW][C]129[/C][C]243511[/C][C]267777.362228437[/C][C]-24266.3622284367[/C][/ROW]
[ROW][C]130[/C][C]22938[/C][C]21154.6804144645[/C][C]1783.31958553552[/C][/ROW]
[ROW][C]131[/C][C]41566[/C][C]43120.1291075498[/C][C]-1554.12910754981[/C][/ROW]
[ROW][C]132[/C][C]152474[/C][C]219246.468070845[/C][C]-66772.4680708455[/C][/ROW]
[ROW][C]133[/C][C]61857[/C][C]59535.7699491551[/C][C]2321.23005084485[/C][/ROW]
[ROW][C]134[/C][C]99923[/C][C]142393.794063473[/C][C]-42470.7940634732[/C][/ROW]
[ROW][C]135[/C][C]132487[/C][C]168551.146090008[/C][C]-36064.1460900079[/C][/ROW]
[ROW][C]136[/C][C]317394[/C][C]244184.955488812[/C][C]73209.0445111879[/C][/ROW]
[ROW][C]137[/C][C]21054[/C][C]16847.6859275245[/C][C]4206.31407247546[/C][/ROW]
[ROW][C]138[/C][C]209641[/C][C]138831.634405048[/C][C]70809.365594952[/C][/ROW]
[ROW][C]139[/C][C]22648[/C][C]46088.4436125263[/C][C]-23440.4436125263[/C][/ROW]
[ROW][C]140[/C][C]31414[/C][C]45864.390442769[/C][C]-14450.390442769[/C][/ROW]
[ROW][C]141[/C][C]46698[/C][C]73028.0399515097[/C][C]-26330.0399515097[/C][/ROW]
[ROW][C]142[/C][C]131698[/C][C]148446.136093147[/C][C]-16748.1360931465[/C][/ROW]
[ROW][C]143[/C][C]91735[/C][C]65940.5769716822[/C][C]25794.4230283178[/C][/ROW]
[ROW][C]144[/C][C]244749[/C][C]235017.687409938[/C][C]9731.31259006189[/C][/ROW]
[ROW][C]145[/C][C]184510[/C][C]173919.149748068[/C][C]10590.8502519317[/C][/ROW]
[ROW][C]146[/C][C]79863[/C][C]92886.5929983171[/C][C]-13023.5929983171[/C][/ROW]
[ROW][C]147[/C][C]128423[/C][C]148446.388677034[/C][C]-20023.3886770336[/C][/ROW]
[ROW][C]148[/C][C]97839[/C][C]95470.5937299868[/C][C]2368.40627001317[/C][/ROW]
[ROW][C]149[/C][C]38214[/C][C]56193.0810187653[/C][C]-17979.0810187653[/C][/ROW]
[ROW][C]150[/C][C]151101[/C][C]134603.573906764[/C][C]16497.4260932362[/C][/ROW]
[ROW][C]151[/C][C]272458[/C][C]230204.263448978[/C][C]42253.736551022[/C][/ROW]
[ROW][C]152[/C][C]172494[/C][C]162745.622386283[/C][C]9748.37761371658[/C][/ROW]
[ROW][C]153[/C][C]108043[/C][C]120914.721384263[/C][C]-12871.7213842631[/C][/ROW]
[ROW][C]154[/C][C]328107[/C][C]259641.302797232[/C][C]68465.6972027681[/C][/ROW]
[ROW][C]155[/C][C]250579[/C][C]269706.591254543[/C][C]-19127.5912545427[/C][/ROW]
[ROW][C]156[/C][C]351067[/C][C]296121.491912457[/C][C]54945.5080875431[/C][/ROW]
[ROW][C]157[/C][C]158015[/C][C]138477.791294429[/C][C]19537.2087055707[/C][/ROW]
[ROW][C]158[/C][C]98866[/C][C]62609.9063989655[/C][C]36256.0936010345[/C][/ROW]
[ROW][C]159[/C][C]85439[/C][C]106339.342727039[/C][C]-20900.3427270387[/C][/ROW]
[ROW][C]160[/C][C]229242[/C][C]314968.75405293[/C][C]-85726.7540529297[/C][/ROW]
[ROW][C]161[/C][C]351619[/C][C]277947.800771518[/C][C]73671.1992284819[/C][/ROW]
[ROW][C]162[/C][C]84207[/C][C]87253.9991549961[/C][C]-3046.99915499609[/C][/ROW]
[ROW][C]163[/C][C]120445[/C][C]157838.006535465[/C][C]-37393.006535465[/C][/ROW]
[ROW][C]164[/C][C]324598[/C][C]268625.459903959[/C][C]55972.5400960413[/C][/ROW]
[ROW][C]165[/C][C]131069[/C][C]151127.045263837[/C][C]-20058.0452638373[/C][/ROW]
[ROW][C]166[/C][C]204271[/C][C]189579.19418938[/C][C]14691.8058106204[/C][/ROW]
[ROW][C]167[/C][C]165543[/C][C]177807.410557129[/C][C]-12264.4105571289[/C][/ROW]
[ROW][C]168[/C][C]141722[/C][C]140989.65336068[/C][C]732.346639320185[/C][/ROW]
[ROW][C]169[/C][C]116048[/C][C]137294.54943027[/C][C]-21246.5494302699[/C][/ROW]
[ROW][C]170[/C][C]250047[/C][C]138847.120196732[/C][C]111199.879803268[/C][/ROW]
[ROW][C]171[/C][C]299775[/C][C]225324.679595[/C][C]74450.3204050001[/C][/ROW]
[ROW][C]172[/C][C]195838[/C][C]223488.431932169[/C][C]-27650.4319321687[/C][/ROW]
[ROW][C]173[/C][C]173260[/C][C]128540.180268454[/C][C]44719.8197315459[/C][/ROW]
[ROW][C]174[/C][C]254488[/C][C]260332.883080382[/C][C]-5844.88308038212[/C][/ROW]
[ROW][C]175[/C][C]104389[/C][C]249352.372538892[/C][C]-144963.372538892[/C][/ROW]
[ROW][C]176[/C][C]136084[/C][C]74884.8211625328[/C][C]61199.1788374672[/C][/ROW]
[ROW][C]177[/C][C]199476[/C][C]201060.810798465[/C][C]-1584.81079846454[/C][/ROW]
[ROW][C]178[/C][C]92499[/C][C]82975.7633699098[/C][C]9523.23663009017[/C][/ROW]
[ROW][C]179[/C][C]224330[/C][C]270209.344516877[/C][C]-45879.3445168771[/C][/ROW]
[ROW][C]180[/C][C]135781[/C][C]94168.3296833667[/C][C]41612.6703166333[/C][/ROW]
[ROW][C]181[/C][C]74408[/C][C]96133.5593228637[/C][C]-21725.5593228637[/C][/ROW]
[ROW][C]182[/C][C]81240[/C][C]143940.770113138[/C][C]-62700.7701131379[/C][/ROW]
[ROW][C]183[/C][C]14688[/C][C]12117.8701822913[/C][C]2570.12981770874[/C][/ROW]
[ROW][C]184[/C][C]181633[/C][C]154481.529000964[/C][C]27151.4709990356[/C][/ROW]
[ROW][C]185[/C][C]271856[/C][C]262424.654310871[/C][C]9431.34568912933[/C][/ROW]
[ROW][C]186[/C][C]7199[/C][C]11409.7061064043[/C][C]-4210.70610640426[/C][/ROW]
[ROW][C]187[/C][C]46660[/C][C]35643.7704262642[/C][C]11016.2295737358[/C][/ROW]
[ROW][C]188[/C][C]17547[/C][C]5599.20559888785[/C][C]11947.7944011122[/C][/ROW]
[ROW][C]189[/C][C]133368[/C][C]95924.2674731745[/C][C]37443.7325268255[/C][/ROW]
[ROW][C]190[/C][C]95227[/C][C]116483.755224195[/C][C]-21256.7552241951[/C][/ROW]
[ROW][C]191[/C][C]152601[/C][C]125327.34604502[/C][C]27273.6539549797[/C][/ROW]
[ROW][C]192[/C][C]98146[/C][C]77100.2322367767[/C][C]21045.7677632233[/C][/ROW]
[ROW][C]193[/C][C]79619[/C][C]96841.9634427742[/C][C]-17222.9634427742[/C][/ROW]
[ROW][C]194[/C][C]59194[/C][C]68243.3707391792[/C][C]-9049.37073917924[/C][/ROW]
[ROW][C]195[/C][C]139942[/C][C]129380.278061077[/C][C]10561.7219389232[/C][/ROW]
[ROW][C]196[/C][C]118612[/C][C]115193.68257978[/C][C]3418.31742022043[/C][/ROW]
[ROW][C]197[/C][C]72880[/C][C]73972.2920479148[/C][C]-1092.29204791485[/C][/ROW]
[ROW][C]198[/C][C]65475[/C][C]53569.5765065503[/C][C]11905.4234934497[/C][/ROW]
[ROW][C]199[/C][C]99643[/C][C]107995.007249201[/C][C]-8352.00724920071[/C][/ROW]
[ROW][C]200[/C][C]71965[/C][C]87683.210554419[/C][C]-15718.210554419[/C][/ROW]
[ROW][C]201[/C][C]77272[/C][C]95821.1237246411[/C][C]-18549.1237246411[/C][/ROW]
[ROW][C]202[/C][C]49289[/C][C]66086.5688830739[/C][C]-16797.5688830739[/C][/ROW]
[ROW][C]203[/C][C]135131[/C][C]118917.148616576[/C][C]16213.8513834241[/C][/ROW]
[ROW][C]204[/C][C]108446[/C][C]100410.765826216[/C][C]8035.23417378402[/C][/ROW]
[ROW][C]205[/C][C]89746[/C][C]89362.3229118727[/C][C]383.677088127266[/C][/ROW]
[ROW][C]206[/C][C]44296[/C][C]63769.2851058808[/C][C]-19473.2851058808[/C][/ROW]
[ROW][C]207[/C][C]77648[/C][C]97469.1810061471[/C][C]-19821.1810061471[/C][/ROW]
[ROW][C]208[/C][C]181528[/C][C]103735.223769129[/C][C]77792.7762308707[/C][/ROW]
[ROW][C]209[/C][C]134019[/C][C]105755.165097541[/C][C]28263.8349024593[/C][/ROW]
[ROW][C]210[/C][C]124064[/C][C]115948.05964715[/C][C]8115.94035285023[/C][/ROW]
[ROW][C]211[/C][C]92630[/C][C]73768.0857940251[/C][C]18861.9142059749[/C][/ROW]
[ROW][C]212[/C][C]121848[/C][C]98703.7214575891[/C][C]23144.2785424109[/C][/ROW]
[ROW][C]213[/C][C]52915[/C][C]62407.825194465[/C][C]-9492.82519446496[/C][/ROW]
[ROW][C]214[/C][C]81872[/C][C]97630.0760157899[/C][C]-15758.0760157899[/C][/ROW]
[ROW][C]215[/C][C]58981[/C][C]67854.3014796191[/C][C]-8873.30147961909[/C][/ROW]
[ROW][C]216[/C][C]53515[/C][C]65532.6735849008[/C][C]-12017.6735849008[/C][/ROW]
[ROW][C]217[/C][C]60812[/C][C]85173.1335078671[/C][C]-24361.1335078671[/C][/ROW]
[ROW][C]218[/C][C]56375[/C][C]55902.7926637284[/C][C]472.207336271566[/C][/ROW]
[ROW][C]219[/C][C]65490[/C][C]73450.4833408208[/C][C]-7960.48334082078[/C][/ROW]
[ROW][C]220[/C][C]80949[/C][C]51934.5833575391[/C][C]29014.4166424609[/C][/ROW]
[ROW][C]221[/C][C]76302[/C][C]88976.9781370053[/C][C]-12674.9781370053[/C][/ROW]
[ROW][C]222[/C][C]104011[/C][C]108372.504739389[/C][C]-4361.50473938868[/C][/ROW]
[ROW][C]223[/C][C]98104[/C][C]130588.072334524[/C][C]-32484.0723345236[/C][/ROW]
[ROW][C]224[/C][C]67989[/C][C]72148.868473555[/C][C]-4159.86847355499[/C][/ROW]
[ROW][C]225[/C][C]30989[/C][C]45826.5338569634[/C][C]-14837.5338569634[/C][/ROW]
[ROW][C]226[/C][C]135458[/C][C]130928.661261458[/C][C]4529.33873854224[/C][/ROW]
[ROW][C]227[/C][C]73504[/C][C]63451.6013934943[/C][C]10052.3986065057[/C][/ROW]
[ROW][C]228[/C][C]63123[/C][C]99943.0173952845[/C][C]-36820.0173952845[/C][/ROW]
[ROW][C]229[/C][C]61254[/C][C]94313.6701820068[/C][C]-33059.6701820068[/C][/ROW]
[ROW][C]230[/C][C]74914[/C][C]100517.032639524[/C][C]-25603.032639524[/C][/ROW]
[ROW][C]231[/C][C]31774[/C][C]46872.6251565718[/C][C]-15098.6251565718[/C][/ROW]
[ROW][C]232[/C][C]81437[/C][C]93373.1942829547[/C][C]-11936.1942829547[/C][/ROW]
[ROW][C]233[/C][C]87186[/C][C]98349.8283541368[/C][C]-11163.8283541367[/C][/ROW]
[ROW][C]234[/C][C]50090[/C][C]59773.0937956847[/C][C]-9683.09379568471[/C][/ROW]
[ROW][C]235[/C][C]65745[/C][C]103830.691557688[/C][C]-38085.6915576881[/C][/ROW]
[ROW][C]236[/C][C]56653[/C][C]106245.300815681[/C][C]-49592.3008156812[/C][/ROW]
[ROW][C]237[/C][C]158399[/C][C]86668.1743307583[/C][C]71730.8256692417[/C][/ROW]
[ROW][C]238[/C][C]46455[/C][C]68548.8022364906[/C][C]-22093.8022364906[/C][/ROW]
[ROW][C]239[/C][C]73624[/C][C]79334.7009891775[/C][C]-5710.70098917754[/C][/ROW]
[ROW][C]240[/C][C]38395[/C][C]69019.4524146582[/C][C]-30624.4524146582[/C][/ROW]
[ROW][C]241[/C][C]91899[/C][C]72594.2483437623[/C][C]19304.7516562377[/C][/ROW]
[ROW][C]242[/C][C]139526[/C][C]185548.92511045[/C][C]-46022.92511045[/C][/ROW]
[ROW][C]243[/C][C]52164[/C][C]103148.194385229[/C][C]-50984.1943852287[/C][/ROW]
[ROW][C]244[/C][C]51567[/C][C]70481.9622915668[/C][C]-18914.9622915668[/C][/ROW]
[ROW][C]245[/C][C]70551[/C][C]73180.6598146572[/C][C]-2629.65981465716[/C][/ROW]
[ROW][C]246[/C][C]84856[/C][C]83188.0069596689[/C][C]1667.99304033114[/C][/ROW]
[ROW][C]247[/C][C]102538[/C][C]124096.103936282[/C][C]-21558.1039362818[/C][/ROW]
[ROW][C]248[/C][C]86678[/C][C]70069.0633745086[/C][C]16608.9366254914[/C][/ROW]
[ROW][C]249[/C][C]85709[/C][C]74582.2766391967[/C][C]11126.7233608033[/C][/ROW]
[ROW][C]250[/C][C]34662[/C][C]48775.5380998958[/C][C]-14113.5380998958[/C][/ROW]
[ROW][C]251[/C][C]150580[/C][C]126221.435394487[/C][C]24358.5646055129[/C][/ROW]
[ROW][C]252[/C][C]99611[/C][C]107127.424033706[/C][C]-7516.42403370581[/C][/ROW]
[ROW][C]253[/C][C]19349[/C][C]23680.4832967239[/C][C]-4331.48329672391[/C][/ROW]
[ROW][C]254[/C][C]99373[/C][C]93731.8241461755[/C][C]5641.1758538245[/C][/ROW]
[ROW][C]255[/C][C]86230[/C][C]84411.1304733559[/C][C]1818.86952664414[/C][/ROW]
[ROW][C]256[/C][C]30837[/C][C]30129.7896300731[/C][C]707.210369926916[/C][/ROW]
[ROW][C]257[/C][C]31706[/C][C]52894.9413920313[/C][C]-21188.9413920313[/C][/ROW]
[ROW][C]258[/C][C]89806[/C][C]89216.5358249317[/C][C]589.464175068275[/C][/ROW]
[ROW][C]259[/C][C]62088[/C][C]69654.9286314389[/C][C]-7566.92863143888[/C][/ROW]
[ROW][C]260[/C][C]40151[/C][C]55634.841603067[/C][C]-15483.841603067[/C][/ROW]
[ROW][C]261[/C][C]27634[/C][C]43939.7268517266[/C][C]-16305.7268517266[/C][/ROW]
[ROW][C]262[/C][C]76990[/C][C]95952.439528371[/C][C]-18962.439528371[/C][/ROW]
[ROW][C]263[/C][C]37460[/C][C]30907.5332735528[/C][C]6552.46672644721[/C][/ROW]
[ROW][C]264[/C][C]54157[/C][C]79139.8491563508[/C][C]-24982.8491563508[/C][/ROW]
[ROW][C]265[/C][C]49862[/C][C]71029.231357811[/C][C]-21167.231357811[/C][/ROW]
[ROW][C]266[/C][C]84337[/C][C]85321.2044290385[/C][C]-984.204429038538[/C][/ROW]
[ROW][C]267[/C][C]64175[/C][C]104122.044414032[/C][C]-39947.0444140317[/C][/ROW]
[ROW][C]268[/C][C]59382[/C][C]88305.0047256991[/C][C]-28923.0047256991[/C][/ROW]
[ROW][C]269[/C][C]119308[/C][C]84815.9607881962[/C][C]34492.0392118038[/C][/ROW]
[ROW][C]270[/C][C]76702[/C][C]107078.941981253[/C][C]-30376.9419812531[/C][/ROW]
[ROW][C]271[/C][C]103425[/C][C]104007.930316044[/C][C]-582.930316044166[/C][/ROW]
[ROW][C]272[/C][C]70344[/C][C]71295.5352237327[/C][C]-951.535223732701[/C][/ROW]
[ROW][C]273[/C][C]43410[/C][C]23850.0648215903[/C][C]19559.9351784097[/C][/ROW]
[ROW][C]274[/C][C]104838[/C][C]115542.390101765[/C][C]-10704.3901017653[/C][/ROW]
[ROW][C]275[/C][C]62215[/C][C]64414.4810728431[/C][C]-2199.48107284311[/C][/ROW]
[ROW][C]276[/C][C]69304[/C][C]97320.7322159933[/C][C]-28016.7322159933[/C][/ROW]
[ROW][C]277[/C][C]53117[/C][C]41307.4858314543[/C][C]11809.5141685457[/C][/ROW]
[ROW][C]278[/C][C]19764[/C][C]23629.1347166077[/C][C]-3865.13471660767[/C][/ROW]
[ROW][C]279[/C][C]86680[/C][C]87195.3586705089[/C][C]-515.358670508889[/C][/ROW]
[ROW][C]280[/C][C]84105[/C][C]62830.0285397526[/C][C]21274.9714602474[/C][/ROW]
[ROW][C]281[/C][C]77945[/C][C]78813.3201438994[/C][C]-868.320143899419[/C][/ROW]
[ROW][C]282[/C][C]89113[/C][C]71132.9577997775[/C][C]17980.0422002225[/C][/ROW]
[ROW][C]283[/C][C]91005[/C][C]71464.6888867832[/C][C]19540.3111132168[/C][/ROW]
[ROW][C]284[/C][C]40248[/C][C]27435.0231359529[/C][C]12812.976864047[/C][/ROW]
[ROW][C]285[/C][C]64187[/C][C]58739.8265845476[/C][C]5447.17341545238[/C][/ROW]
[ROW][C]286[/C][C]50857[/C][C]64355.6965767757[/C][C]-13498.6965767757[/C][/ROW]
[ROW][C]287[/C][C]56613[/C][C]50556.5396533865[/C][C]6056.4603466135[/C][/ROW]
[ROW][C]288[/C][C]62792[/C][C]83701.9371157348[/C][C]-20909.9371157348[/C][/ROW]
[ROW][C]289[/C][C]72535[/C][C]57025.9494397143[/C][C]15509.0505602857[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=203594&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203594&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
1210907179583.64185110531323.3581488949
2120982154141.954582503-33159.9545825033
3176508171071.1454777955436.85452220499
4179321237183.194507752-57862.194507752
5123185115817.5853073617367.41469263868
65274663725.1971637869-10979.1971637869
7385534244889.378586919140644.621413081
83317044753.2997838924-11583.2997838924
910164590216.224081867111428.7759181329
10149061124717.75804920624343.2419507942
11165446141345.23111184224100.7688881581
12237213212141.16674578525071.8332542153
13173326234980.242192861-61654.2421928608
14133131135795.195756202-2664.19575620209
15258873221743.49575816437129.5042418364
16180083176828.2036221543254.79637784551
17324799370800.11013175-46001.1101317505
18230964202337.60194607128626.3980539291
19236785227835.5458792628949.45412073767
20135473159184.445969983-23711.4459699826
21202925232729.227100693-29804.2271006932
22215147213955.9225314061191.07746859408
23344297193330.164375533150966.835624467
24153935119547.91933993734387.0806600633
25132943188537.050411829-55594.0504118291
26174724261661.19413281-86937.1941328096
27174415209206.381202176-34791.3812021763
28225548227288.276813018-1740.27681301811
29223632225549.369404248-1917.3694042479
30124817123811.8403932561005.15960674424
31221698203806.75454799617891.2454520039
32210767207573.5005626913193.49943730929
33170266164430.0916499095835.9083500913
34260561254165.8277662016395.17223379942
3584853115027.255386036-30174.2553860364
36294424231517.86317417162906.1368258291
3710101181601.239325999219409.7606740008
38215641165886.59544129149754.4045587086
39325107228283.87748953996823.1225104605
40717613324.8564915425-6148.85649154247
41167542162772.9052181024769.09478189782
4210640880116.772257094826291.2277429052
4396560129961.247413394-33401.2474133939
44265769272651.009102529-6882.00910252922
45269651217355.11212363352295.8878763673
46149112161155.525143562-12043.5251435617
47175824180385.336483954-4561.33648395422
48152871152838.03938791932.9606120806193
49111665114672.126456573-3007.12645657259
50116408120283.751497008-3875.75149700834
51362301230970.128793141131330.871206859
527880092414.688267653-13614.688267653
53183167215346.172411024-32179.1724110241
54277965259343.92512887718621.0748711226
55150629180143.357136838-29514.3571368384
56168809184393.802688934-15584.8026889345
572418833081.7268865903-8893.72688659035
58329267352905.889594614-23638.8895946143
596502965520.657460625-491.657460625011
60101097105664.864163964-4567.8641639636
61218946161802.19698055957143.8030194411
62244052235380.9349344538671.06506554653
63341570268764.31422902672805.6857709739
6410359789345.121206130314251.8787938697
65233328250037.859290713-16709.8592907127
66256462271663.957116273-15201.9571162726
67206161183629.08795837722531.9120416231
68311473290081.94270490621391.0572950937
69235800224434.05991294111365.9400870585
70177939185276.318549202-7337.31854920237
71207176169298.83043952837877.1695604721
72196553137682.20930571658870.7906942836
73174184161993.92574861112190.074251389
74143246199158.244457774-55912.2444577742
75187559235596.629465136-48037.6294651359
76187681218567.901927356-30886.9019273563
77119016205666.387513422-86650.3875134217
78182192191614.671302309-9422.67130230867
797356687422.7414493184-13856.7414493184
80194979187642.0843788487336.91562115182
81167488155676.94577424111811.0542257592
82143756206988.755013021-63232.7550130206
83275541230181.67357071545359.3264292846
84243199201123.33627231242075.6637276876
85182999204618.832883642-21619.8328836421
86135649193586.134531491-57937.1345314913
87152299162449.07140861-10150.0714086096
88120221123371.406060492-3150.4060604917
89346485262291.31344341984193.6865565813
90145790125354.47009199820435.5299080021
91193339212396.432056504-19057.4320565043
928095384995.0555189668-4042.0555189668
93122774100900.50494888921873.4950511108
94130585156373.521587668-25788.5215876679
95112611115842.032877865-3231.03287786516
96286468223509.0658523562958.9341476505
97241066216170.49042188224895.5095781184
98148446279008.229482603-130562.229482603
99204713183105.21673459121607.7832654092
100182079237814.36182658-55735.3618265802
101140344118311.09505426422032.9049457358
102220516208589.15469935711926.8453006429
103243060161064.19492825181995.8050717494
104162765145670.66313053617094.3368694643
105182613162231.23310205320381.7668979471
106232138241432.437733583-9294.43773358255
107265318297909.514059946-32591.5140599465
10885574101038.413484802-15464.4134848022
109310839252525.58650302558313.4134969746
110225060242583.729111795-17523.729111795
111232317224912.6573614567404.34263854423
112144966208981.054753438-64015.0547534376
1134328756267.4660654451-12980.4660654451
114155754160796.433918779-5042.43391877898
115164709223933.793075891-59224.793075891
116201940199461.6656646252478.3343353755
117235454274382.983363104-38928.9833631041
118220801145224.99322347175576.0067765286
11999466109068.46263981-9602.46263981012
12092661113012.414426685-20351.4144266855
121133328137656.099767212-4328.09976721187
12261361107562.194930354-46201.1949303536
123125930128402.050415003-2472.05041500276
124100750197827.050384596-97077.0503845956
125224549148983.51408450475565.4859154958
1268231671259.484617508111056.5153824919
12710201093763.70591280388246.29408719618
128101523134769.193136311-33246.1931363114
129243511267777.362228437-24266.3622284367
1302293821154.68041446451783.31958553552
1314156643120.1291075498-1554.12910754981
132152474219246.468070845-66772.4680708455
1336185759535.76994915512321.23005084485
13499923142393.794063473-42470.7940634732
135132487168551.146090008-36064.1460900079
136317394244184.95548881273209.0445111879
1372105416847.68592752454206.31407247546
138209641138831.63440504870809.365594952
1392264846088.4436125263-23440.4436125263
1403141445864.390442769-14450.390442769
1414669873028.0399515097-26330.0399515097
142131698148446.136093147-16748.1360931465
1439173565940.576971682225794.4230283178
144244749235017.6874099389731.31259006189
145184510173919.14974806810590.8502519317
1467986392886.5929983171-13023.5929983171
147128423148446.388677034-20023.3886770336
1489783995470.59372998682368.40627001317
1493821456193.0810187653-17979.0810187653
150151101134603.57390676416497.4260932362
151272458230204.26344897842253.736551022
152172494162745.6223862839748.37761371658
153108043120914.721384263-12871.7213842631
154328107259641.30279723268465.6972027681
155250579269706.591254543-19127.5912545427
156351067296121.49191245754945.5080875431
157158015138477.79129442919537.2087055707
1589886662609.906398965536256.0936010345
15985439106339.342727039-20900.3427270387
160229242314968.75405293-85726.7540529297
161351619277947.80077151873671.1992284819
1628420787253.9991549961-3046.99915499609
163120445157838.006535465-37393.006535465
164324598268625.45990395955972.5400960413
165131069151127.045263837-20058.0452638373
166204271189579.1941893814691.8058106204
167165543177807.410557129-12264.4105571289
168141722140989.65336068732.346639320185
169116048137294.54943027-21246.5494302699
170250047138847.120196732111199.879803268
171299775225324.67959574450.3204050001
172195838223488.431932169-27650.4319321687
173173260128540.18026845444719.8197315459
174254488260332.883080382-5844.88308038212
175104389249352.372538892-144963.372538892
17613608474884.821162532861199.1788374672
177199476201060.810798465-1584.81079846454
1789249982975.76336990989523.23663009017
179224330270209.344516877-45879.3445168771
18013578194168.329683366741612.6703166333
1817440896133.5593228637-21725.5593228637
18281240143940.770113138-62700.7701131379
1831468812117.87018229132570.12981770874
184181633154481.52900096427151.4709990356
185271856262424.6543108719431.34568912933
186719911409.7061064043-4210.70610640426
1874666035643.770426264211016.2295737358
188175475599.2055988878511947.7944011122
18913336895924.267473174537443.7325268255
19095227116483.755224195-21256.7552241951
191152601125327.3460450227273.6539549797
1929814677100.232236776721045.7677632233
1937961996841.9634427742-17222.9634427742
1945919468243.3707391792-9049.37073917924
195139942129380.27806107710561.7219389232
196118612115193.682579783418.31742022043
1977288073972.2920479148-1092.29204791485
1986547553569.576506550311905.4234934497
19999643107995.007249201-8352.00724920071
2007196587683.210554419-15718.210554419
2017727295821.1237246411-18549.1237246411
2024928966086.5688830739-16797.5688830739
203135131118917.14861657616213.8513834241
204108446100410.7658262168035.23417378402
2058974689362.3229118727383.677088127266
2064429663769.2851058808-19473.2851058808
2077764897469.1810061471-19821.1810061471
208181528103735.22376912977792.7762308707
209134019105755.16509754128263.8349024593
210124064115948.059647158115.94035285023
2119263073768.085794025118861.9142059749
21212184898703.721457589123144.2785424109
2135291562407.825194465-9492.82519446496
2148187297630.0760157899-15758.0760157899
2155898167854.3014796191-8873.30147961909
2165351565532.6735849008-12017.6735849008
2176081285173.1335078671-24361.1335078671
2185637555902.7926637284472.207336271566
2196549073450.4833408208-7960.48334082078
2208094951934.583357539129014.4166424609
2217630288976.9781370053-12674.9781370053
222104011108372.504739389-4361.50473938868
22398104130588.072334524-32484.0723345236
2246798972148.868473555-4159.86847355499
2253098945826.5338569634-14837.5338569634
226135458130928.6612614584529.33873854224
2277350463451.601393494310052.3986065057
2286312399943.0173952845-36820.0173952845
2296125494313.6701820068-33059.6701820068
23074914100517.032639524-25603.032639524
2313177446872.6251565718-15098.6251565718
2328143793373.1942829547-11936.1942829547
2338718698349.8283541368-11163.8283541367
2345009059773.0937956847-9683.09379568471
23565745103830.691557688-38085.6915576881
23656653106245.300815681-49592.3008156812
23715839986668.174330758371730.8256692417
2384645568548.8022364906-22093.8022364906
2397362479334.7009891775-5710.70098917754
2403839569019.4524146582-30624.4524146582
2419189972594.248343762319304.7516562377
242139526185548.92511045-46022.92511045
24352164103148.194385229-50984.1943852287
2445156770481.9622915668-18914.9622915668
2457055173180.6598146572-2629.65981465716
2468485683188.00695966891667.99304033114
247102538124096.103936282-21558.1039362818
2488667870069.063374508616608.9366254914
2498570974582.276639196711126.7233608033
2503466248775.5380998958-14113.5380998958
251150580126221.43539448724358.5646055129
25299611107127.424033706-7516.42403370581
2531934923680.4832967239-4331.48329672391
2549937393731.82414617555641.1758538245
2558623084411.13047335591818.86952664414
2563083730129.7896300731707.210369926916
2573170652894.9413920313-21188.9413920313
2588980689216.5358249317589.464175068275
2596208869654.9286314389-7566.92863143888
2604015155634.841603067-15483.841603067
2612763443939.7268517266-16305.7268517266
2627699095952.439528371-18962.439528371
2633746030907.53327355286552.46672644721
2645415779139.8491563508-24982.8491563508
2654986271029.231357811-21167.231357811
2668433785321.2044290385-984.204429038538
26764175104122.044414032-39947.0444140317
2685938288305.0047256991-28923.0047256991
26911930884815.960788196234492.0392118038
27076702107078.941981253-30376.9419812531
271103425104007.930316044-582.930316044166
2727034471295.5352237327-951.535223732701
2734341023850.064821590319559.9351784097
274104838115542.390101765-10704.3901017653
2756221564414.4810728431-2199.48107284311
2766930497320.7322159933-28016.7322159933
2775311741307.485831454311809.5141685457
2781976423629.1347166077-3865.13471660767
2798668087195.3586705089-515.358670508889
2808410562830.028539752621274.9714602474
2817794578813.3201438994-868.320143899419
2828911371132.957799777517980.0422002225
2839100571464.688886783219540.3111132168
2844024827435.023135952912812.976864047
2856418758739.82658454765447.17341545238
2865085764355.6965767757-13498.6965767757
2875661350556.53965338656056.4603466135
2886279283701.9371157348-20909.9371157348
2897253557025.949439714315509.0505602857







Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.9918449503041060.01631009939178820.0081550496958941
90.9852530540790.0294938918420010.0147469459210005
100.9719997956972920.05600040860541630.0280002043027082
110.9613736143789760.07725277124204830.0386263856210242
120.9523657990586950.09526840188261030.0476342009413051
130.9520306696967290.09593866060654260.0479693303032713
140.9257414714613660.1485170570772690.0742585285386344
150.8969663606197490.2060672787605020.103033639380251
160.8582157855994140.2835684288011710.141784214400586
170.8435391649148710.3129216701702580.156460835085129
180.8032989551074410.3934020897851190.196701044892559
190.7782352013744220.4435295972511550.221764798625578
200.8463601719040780.3072796561918440.153639828095922
210.8418586876320720.3162826247358550.158141312367928
220.7960426682910020.4079146634179960.203957331708998
230.9917607298559450.01647854028810980.00823927014405489
240.9882353925756560.02352921484868830.0117646074243442
250.9849486465172970.03010270696540560.0150513534827028
260.9977038371007550.004592325798489540.00229616289924477
270.9972125199988710.005574960002258250.00278748000112913
280.9957316962852180.008536607429565030.00426830371478252
290.9936604247910880.0126791504178250.00633957520891249
300.9907457895639960.01850842087200770.00925421043600384
310.9873339447203310.0253321105593380.012666055279669
320.9827066096094110.03458678078117730.0172933903905886
330.9793927624528710.04121447509425840.0206072375471292
340.9746734319097210.05065313618055870.0253265680902794
350.9698434853170750.06031302936585060.0301565146829253
360.9791859307760870.04162813844782540.0208140692239127
370.9723110096422310.05537798071553720.0276889903577686
380.9756935816182760.04861283676344730.0243064183817236
390.9951122366913840.009775526617232320.00488776330861616
400.9947677171758550.01046456564829020.00523228282414508
410.9927094963517150.01458100729657090.00729050364828547
420.9903971778309880.0192056443380230.00960282216901152
430.9938127993265120.01237440134697680.00618720067348842
440.991501625995480.01699674800903930.00849837400451966
450.9917199755133790.01656004897324150.00828002448662073
460.9891368108514270.02172637829714550.0108631891485727
470.985466960867320.02906607826535930.0145330391326797
480.9816895632415130.03662087351697390.018310436758487
490.9761050555868580.0477898888262840.023894944413142
500.9765895017083250.04682099658335070.0234104982916753
510.9987407969441210.002518406111758490.00125920305587924
520.9982920154769020.0034159690461960.001707984523098
530.99807149300340.003857013993200170.00192850699660009
540.9974232411030370.005153517793925880.00257675889696294
550.9971311397797870.00573772044042550.00286886022021275
560.9963662666035380.007267466792924780.00363373339646239
570.9955230333915070.008953933216986080.00447696660849304
580.9947676931150820.01046461376983630.00523230688491817
590.9930108218931440.0139783562137110.00698917810685552
600.9909968501894320.01800629962113550.00900314981056777
610.9925947567938480.01481048641230480.00740524320615241
620.9903922541794220.01921549164115560.00960774582057781
630.9932798770068290.01344024598634140.00672012299317069
640.9913038565957350.01739228680853070.00869614340426533
650.9901814165031490.01963716699370310.00981858349685153
660.9890259533081830.02194809338363310.0109740466918165
670.9865945881626780.02681082367464350.0134054118373217
680.9836545523977530.03269089520449330.0163454476022467
690.9803045668968350.03939086620633030.0196954331031652
700.9752297862341610.04954042753167890.0247702137658394
710.9754014573523390.04919708529532230.0245985426476611
720.9820654275775830.03586914484483360.0179345724224168
730.9776419349162340.04471613016753160.0223580650837658
740.9838276475539620.03234470489207560.0161723524460378
750.9853829265738650.02923414685227080.0146170734261354
760.9861469821595420.02770603568091650.0138530178404582
770.9963221427731630.007355714453673030.00367785722683652
780.9952189721868850.009562055626229060.00478102781311453
790.994019754625310.011960490749380.00598024537468998
800.992347976055680.015304047888640.00765202394432002
810.9903228940829750.01935421183404970.00967710591702483
820.9937877306105220.0124245387789560.00621226938947801
830.994213246367760.01157350726447910.00578675363223953
840.9942931843099670.01141363138006560.00570681569003278
850.9932056840278570.01358863194428540.00679431597214268
860.9952545804531950.009490839093610830.00474541954680541
870.9939483896514770.01210322069704690.00605161034852343
880.9922547667750830.01549046644983340.00774523322491671
890.9970819535811110.005836092837778150.00291804641888907
900.9964306931630620.007138613673876030.00356930683693801
910.9957218852310120.00855622953797590.00427811476898795
920.9945663710518910.01086725789621720.00543362894810861
930.993476634566520.01304673086696080.00652336543348041
940.9925759486183770.01484810276324680.00742405138162339
950.9906010226313150.01879795473737020.00939897736868512
960.9936551106520350.01268977869593010.00634488934796505
970.9929117009953220.01417659800935660.00708829900467829
980.9996162311823110.0007675376353770590.00038376881768853
990.9995277638197130.0009444723605741830.000472236180287091
1000.9996528230046490.0006943539907027670.000347176995351384
1010.9995663169360720.0008673661278560720.000433683063928036
1020.9994273748702750.001145250259450370.000572625129725187
1030.9998123237688220.0003753524623565280.000187676231178264
1040.9997543030289510.0004913939420978060.000245696971048903
1050.9996947275675570.0006105448648866490.000305272432443324
1060.9995870798143680.0008258403712642890.000412920185632145
1070.9995299957769210.0009400084461573740.000470004223078687
1080.9994081214500340.001183757099932250.000591878549966125
1090.999622663394920.0007546732101603630.000377336605080182
1100.9995122536979790.0009754926040415220.000487746302020761
1110.9993511567320420.001297686535916680.00064884326795834
1120.9996438921621730.0007122156756547240.000356107837827362
1130.9995431185405970.0009137629188052980.000456881459402649
1140.9993911849186370.001217630162725260.000608815081362632
1150.9995987771022970.0008024457954056380.000401222897702819
1160.9994559593205990.001088081358801670.000544040679400833
1170.9994576621570910.00108467568581760.000542337842908798
1180.999773333321820.0004533333563606380.000226666678180319
1190.9997002176682950.0005995646634107970.000299782331705398
1200.9996330414981260.000733917003747580.00036695850187379
1210.9995078118649480.0009843762701037850.000492188135051893
1220.9996002209245430.0007995581509141040.000399779075457052
1230.9994639086516790.001072182696641060.000536091348320529
1240.9999175501579730.0001648996840545298.24498420272645e-05
1250.999972114795635.57704087401029e-052.78852043700515e-05
1260.9999610137281527.79725436965284e-053.89862718482642e-05
1270.9999455607350340.0001088785299328525.44392649664261e-05
1280.9999439902443580.0001120195112846945.60097556423471e-05
1290.999931293643550.0001374127128995636.87063564497816e-05
1300.9999042455861630.0001915088276749929.57544138374961e-05
1310.999867808333530.0002643833329401430.000132191666470071
1320.9999434266343860.0001131467312283885.65733656141939e-05
1330.9999209099326020.0001581801347958187.90900673979092e-05
1340.9999319497865830.0001361004268334966.80502134167481e-05
1350.999934393829380.0001312123412405166.56061706202581e-05
1360.9999759983943684.80032112643586e-052.40016056321793e-05
1370.999965982366726.80352665595296e-053.40176332797648e-05
1380.9999876399807262.47200385486423e-051.23600192743211e-05
1390.9999842983326853.1403334630409e-051.57016673152045e-05
1400.9999785510103844.28979792328732e-052.14489896164366e-05
1410.9999748340149175.03319701649203e-052.51659850824602e-05
1420.9999667399358966.652012820784e-053.326006410392e-05
1430.9999595653469798.08693060426474e-054.04346530213237e-05
1440.9999441355174340.0001117289651317385.58644825658691e-05
1450.9999228767189380.000154246562124927.712328106246e-05
1460.9998945620313560.0002108759372890760.000105437968644538
1470.9998679042343510.0002641915312986130.000132095765649307
1480.9998166495330380.0003667009339238820.000183350466961941
1490.9997642792322650.0004714415354699160.000235720767734958
1500.9996935079155340.0006129841689311650.000306492084465582
1510.9997246185598030.0005507628803932570.000275381440196628
1520.9996298192503130.0007403614993741670.000370180749687084
1530.9995140558326850.0009718883346295650.000485944167314783
1540.9997914752678910.0004170494642171270.000208524732108564
1550.9997291888990330.0005416222019347370.000270811100967368
1560.9998582823361140.0002834353277724560.000141717663886228
1570.9998273069991130.0003453860017739730.000172693000886987
1580.9998285099474250.0003429801051499130.000171490052574957
1590.999781891328490.0004362173430202440.000218108671510122
1600.99997264281745.47143652004297e-052.73571826002148e-05
1610.9999926791111191.4641777761346e-057.32088888067298e-06
1620.9999891742522022.16514955958412e-051.08257477979206e-05
1630.999992164898331.56702033395463e-057.83510166977317e-06
1640.9999973358272245.32834555135677e-062.66417277567839e-06
1650.9999962503892727.49922145632422e-063.74961072816211e-06
1660.9999964699853817.06002923750952e-063.53001461875476e-06
1670.9999947973387281.0405322543227e-055.2026612716135e-06
1680.9999924180733251.51638533504496e-057.58192667522478e-06
1690.9999899177229432.01645541136083e-051.00822770568041e-05
1700.9999998208289963.5834200770035e-071.79171003850175e-07
1710.999999992894451.42111005843777e-087.10555029218887e-09
1720.9999999892893812.1421237765651e-081.07106188828255e-08
1730.9999999950696579.86068694879578e-094.93034347439789e-09
1740.9999999952361049.52779246833074e-094.76389623416537e-09
1750.9999999999963857.22944370355082e-123.61472185177541e-12
1760.9999999999995269.48479032506997e-134.74239516253498e-13
1770.9999999999991971.60507350345235e-128.02536751726175e-13
1780.9999999999985592.88206428988766e-121.44103214494383e-12
1790.999999999998373.26089309616618e-121.63044654808309e-12
1800.9999999999993691.26191054271684e-126.3095527135842e-13
1810.999999999999031.94045873021031e-129.70229365105155e-13
1820.9999999999998562.88012959654748e-131.44006479827374e-13
1830.9999999999997065.87657101480523e-132.93828550740261e-13
1840.9999999999998153.70325946541233e-131.85162973270617e-13
1850.9999999999997954.09718534839365e-132.04859267419683e-13
1860.9999999999996277.4548771603826e-133.7274385801913e-13
1870.9999999999992871.42593310482354e-127.12966552411771e-13
1880.9999999999985732.85398305893593e-121.42699152946797e-12
1890.9999999999992531.49454216244596e-127.4727108122298e-13
1900.9999999999985652.86927794729407e-121.43463897364704e-12
1910.9999999999993721.25693327013197e-126.28466635065984e-13
1920.9999999999991351.72911662404366e-128.64558312021832e-13
1930.9999999999984193.16098426303075e-121.58049213151538e-12
1940.9999999999968916.21706172155129e-123.10853086077565e-12
1950.9999999999958688.2632638978323e-124.13163194891615e-12
1960.999999999992611.4779418432607e-117.38970921630351e-12
1970.9999999999852252.95502703731997e-111.47751351865998e-11
1980.9999999999733245.33522100494497e-112.66761050247249e-11
1990.9999999999479111.0417859711051e-105.20892985552551e-11
2000.9999999999075311.84937902942834e-109.24689514714172e-11
2010.9999999998467443.06512477765419e-101.53256238882709e-10
2020.9999999997120785.75844249723542e-102.87922124861771e-10
2030.9999999996328687.34264447193301e-103.6713222359665e-10
2040.9999999993720511.25589814372735e-096.27949071863676e-10
2050.9999999988418382.31632491617132e-091.15816245808566e-09
2060.9999999982279843.54403225459575e-091.77201612729788e-09
2070.9999999970715965.85680859064742e-092.92840429532371e-09
2080.9999999999875492.49019962748212e-111.24509981374106e-11
2090.9999999999946351.07292890263834e-115.36464451319171e-12
2100.9999999999932931.34147834053233e-116.70739170266163e-12
2110.9999999999915931.68144930288788e-118.4072465144394e-12
2120.9999999999955118.9772635507966e-124.4886317753983e-12
2130.9999999999905981.88047409497734e-119.40237047488669e-12
2140.9999999999807683.84646510653357e-111.92323255326679e-11
2150.9999999999636777.26464774640001e-113.63232387320001e-11
2160.9999999999387661.22468332920878e-106.12341664604392e-11
2170.9999999999085911.82817536101683e-109.14087680508413e-11
2180.9999999998082333.83534095363601e-101.91767047681801e-10
2190.9999999996050017.89997998403947e-103.94998999201974e-10
2200.9999999996039497.92101829778378e-103.96050914889189e-10
2210.999999999192391.61522084249352e-098.07610421246758e-10
2220.9999999983959723.20805550295346e-091.60402775147673e-09
2230.9999999971708145.65837259262761e-092.82918629631381e-09
2240.9999999943010161.13979678031559e-085.69898390157795e-09
2250.9999999921400981.57198038286966e-087.8599019143483e-09
2260.9999999908817461.82365080370606e-089.11825401853032e-09
2270.9999999854285192.91429615854166e-081.45714807927083e-08
2280.9999999842170133.1565973225311e-081.57829866126555e-08
2290.9999999725545155.48909709288442e-082.74454854644221e-08
2300.9999999568687118.62625771648291e-084.31312885824146e-08
2310.9999999523258179.5348366232912e-084.7674183116456e-08
2320.9999999067016051.8659679066849e-079.32983953342451e-08
2330.9999998184296743.63140651405141e-071.81570325702571e-07
2340.9999996719065656.56186870818221e-073.2809343540911e-07
2350.99999967394366.5211280075562e-073.2605640037781e-07
2360.9999997895394524.20921096564341e-072.10460548282171e-07
2370.9999999989381452.12370954649426e-091.06185477324713e-09
2380.9999999986332032.73359501685696e-091.36679750842848e-09
2390.9999999968467526.30649647409223e-093.15324823704611e-09
2400.9999999980971873.80562666291279e-091.90281333145639e-09
2410.999999997418185.16363999596115e-092.58181999798058e-09
2420.9999999977465694.50686247536187e-092.25343123768094e-09
2430.9999999997583264.83348707654454e-102.41674353827227e-10
2440.9999999996597266.80547335122415e-103.40273667561207e-10
2450.9999999991273231.74535501304419e-098.72677506522093e-10
2460.9999999979343794.13124262889762e-092.06562131444881e-09
2470.9999999952276649.54467251494698e-094.77233625747349e-09
2480.9999999902934531.94130930946973e-089.70654654734864e-09
2490.9999999796706364.06587278522451e-082.03293639261226e-08
2500.9999999622534987.5493004894246e-083.7746502447123e-08
2510.9999999796521024.06957958121965e-082.03478979060983e-08
2520.999999951934729.61305599583983e-084.80652799791991e-08
2530.9999998959075622.08184875829191e-071.04092437914595e-07
2540.9999997659791094.68041782033565e-072.34020891016782e-07
2550.9999995143160049.71367991068415e-074.85683995534208e-07
2560.9999989262360532.14752789356642e-061.07376394678321e-06
2570.9999984858081653.02838367084983e-061.51419183542492e-06
2580.9999968762399376.24752012504053e-063.12376006252026e-06
2590.9999928221637681.43556724637016e-057.1778362318508e-06
2600.9999894603019622.10793960761232e-051.05396980380616e-05
2610.9999894856068112.10287863782646e-051.05143931891323e-05
2620.999977183809634.563238074044e-052.281619037022e-05
2630.9999489986917310.0001020026165373385.10013082686691e-05
2640.9999299039003490.0001401921993011727.00960996505862e-05
2650.9999090740574930.0001818518850144289.09259425072141e-05
2660.9998003044155870.0003993911688265590.00019969558441328
2670.9998696783944440.0002606432111118650.000130321605555933
2680.9998524301407220.0002951397185551320.000147569859277566
2690.9999785915975984.28168048040414e-052.14084024020207e-05
2700.9999743341377125.13317245761953e-052.56658622880976e-05
2710.9999241819388710.0001516361222572677.58180611286334e-05
2720.9997813779051170.000437244189766480.00021862209488324
2730.9994173878071470.00116522438570530.000582612192852652
2740.9984396417411720.003120716517656590.0015603582588283
2750.9960160414090620.007967917181875580.00398395859093779
2760.9959430453572750.008113909285449240.00405695464272462
2770.9901753707187880.01964925856242420.00982462928121209
2780.9857922156120660.02841556877586890.0142077843879344
2790.9641456771479590.07170864570408230.0358543228520412
2800.9513827254994440.0972345490011110.0486172745005555
2810.8750105228023370.2499789543953270.124989477197663

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
8 & 0.991844950304106 & 0.0163100993917882 & 0.0081550496958941 \tabularnewline
9 & 0.985253054079 & 0.029493891842001 & 0.0147469459210005 \tabularnewline
10 & 0.971999795697292 & 0.0560004086054163 & 0.0280002043027082 \tabularnewline
11 & 0.961373614378976 & 0.0772527712420483 & 0.0386263856210242 \tabularnewline
12 & 0.952365799058695 & 0.0952684018826103 & 0.0476342009413051 \tabularnewline
13 & 0.952030669696729 & 0.0959386606065426 & 0.0479693303032713 \tabularnewline
14 & 0.925741471461366 & 0.148517057077269 & 0.0742585285386344 \tabularnewline
15 & 0.896966360619749 & 0.206067278760502 & 0.103033639380251 \tabularnewline
16 & 0.858215785599414 & 0.283568428801171 & 0.141784214400586 \tabularnewline
17 & 0.843539164914871 & 0.312921670170258 & 0.156460835085129 \tabularnewline
18 & 0.803298955107441 & 0.393402089785119 & 0.196701044892559 \tabularnewline
19 & 0.778235201374422 & 0.443529597251155 & 0.221764798625578 \tabularnewline
20 & 0.846360171904078 & 0.307279656191844 & 0.153639828095922 \tabularnewline
21 & 0.841858687632072 & 0.316282624735855 & 0.158141312367928 \tabularnewline
22 & 0.796042668291002 & 0.407914663417996 & 0.203957331708998 \tabularnewline
23 & 0.991760729855945 & 0.0164785402881098 & 0.00823927014405489 \tabularnewline
24 & 0.988235392575656 & 0.0235292148486883 & 0.0117646074243442 \tabularnewline
25 & 0.984948646517297 & 0.0301027069654056 & 0.0150513534827028 \tabularnewline
26 & 0.997703837100755 & 0.00459232579848954 & 0.00229616289924477 \tabularnewline
27 & 0.997212519998871 & 0.00557496000225825 & 0.00278748000112913 \tabularnewline
28 & 0.995731696285218 & 0.00853660742956503 & 0.00426830371478252 \tabularnewline
29 & 0.993660424791088 & 0.012679150417825 & 0.00633957520891249 \tabularnewline
30 & 0.990745789563996 & 0.0185084208720077 & 0.00925421043600384 \tabularnewline
31 & 0.987333944720331 & 0.025332110559338 & 0.012666055279669 \tabularnewline
32 & 0.982706609609411 & 0.0345867807811773 & 0.0172933903905886 \tabularnewline
33 & 0.979392762452871 & 0.0412144750942584 & 0.0206072375471292 \tabularnewline
34 & 0.974673431909721 & 0.0506531361805587 & 0.0253265680902794 \tabularnewline
35 & 0.969843485317075 & 0.0603130293658506 & 0.0301565146829253 \tabularnewline
36 & 0.979185930776087 & 0.0416281384478254 & 0.0208140692239127 \tabularnewline
37 & 0.972311009642231 & 0.0553779807155372 & 0.0276889903577686 \tabularnewline
38 & 0.975693581618276 & 0.0486128367634473 & 0.0243064183817236 \tabularnewline
39 & 0.995112236691384 & 0.00977552661723232 & 0.00488776330861616 \tabularnewline
40 & 0.994767717175855 & 0.0104645656482902 & 0.00523228282414508 \tabularnewline
41 & 0.992709496351715 & 0.0145810072965709 & 0.00729050364828547 \tabularnewline
42 & 0.990397177830988 & 0.019205644338023 & 0.00960282216901152 \tabularnewline
43 & 0.993812799326512 & 0.0123744013469768 & 0.00618720067348842 \tabularnewline
44 & 0.99150162599548 & 0.0169967480090393 & 0.00849837400451966 \tabularnewline
45 & 0.991719975513379 & 0.0165600489732415 & 0.00828002448662073 \tabularnewline
46 & 0.989136810851427 & 0.0217263782971455 & 0.0108631891485727 \tabularnewline
47 & 0.98546696086732 & 0.0290660782653593 & 0.0145330391326797 \tabularnewline
48 & 0.981689563241513 & 0.0366208735169739 & 0.018310436758487 \tabularnewline
49 & 0.976105055586858 & 0.047789888826284 & 0.023894944413142 \tabularnewline
50 & 0.976589501708325 & 0.0468209965833507 & 0.0234104982916753 \tabularnewline
51 & 0.998740796944121 & 0.00251840611175849 & 0.00125920305587924 \tabularnewline
52 & 0.998292015476902 & 0.003415969046196 & 0.001707984523098 \tabularnewline
53 & 0.9980714930034 & 0.00385701399320017 & 0.00192850699660009 \tabularnewline
54 & 0.997423241103037 & 0.00515351779392588 & 0.00257675889696294 \tabularnewline
55 & 0.997131139779787 & 0.0057377204404255 & 0.00286886022021275 \tabularnewline
56 & 0.996366266603538 & 0.00726746679292478 & 0.00363373339646239 \tabularnewline
57 & 0.995523033391507 & 0.00895393321698608 & 0.00447696660849304 \tabularnewline
58 & 0.994767693115082 & 0.0104646137698363 & 0.00523230688491817 \tabularnewline
59 & 0.993010821893144 & 0.013978356213711 & 0.00698917810685552 \tabularnewline
60 & 0.990996850189432 & 0.0180062996211355 & 0.00900314981056777 \tabularnewline
61 & 0.992594756793848 & 0.0148104864123048 & 0.00740524320615241 \tabularnewline
62 & 0.990392254179422 & 0.0192154916411556 & 0.00960774582057781 \tabularnewline
63 & 0.993279877006829 & 0.0134402459863414 & 0.00672012299317069 \tabularnewline
64 & 0.991303856595735 & 0.0173922868085307 & 0.00869614340426533 \tabularnewline
65 & 0.990181416503149 & 0.0196371669937031 & 0.00981858349685153 \tabularnewline
66 & 0.989025953308183 & 0.0219480933836331 & 0.0109740466918165 \tabularnewline
67 & 0.986594588162678 & 0.0268108236746435 & 0.0134054118373217 \tabularnewline
68 & 0.983654552397753 & 0.0326908952044933 & 0.0163454476022467 \tabularnewline
69 & 0.980304566896835 & 0.0393908662063303 & 0.0196954331031652 \tabularnewline
70 & 0.975229786234161 & 0.0495404275316789 & 0.0247702137658394 \tabularnewline
71 & 0.975401457352339 & 0.0491970852953223 & 0.0245985426476611 \tabularnewline
72 & 0.982065427577583 & 0.0358691448448336 & 0.0179345724224168 \tabularnewline
73 & 0.977641934916234 & 0.0447161301675316 & 0.0223580650837658 \tabularnewline
74 & 0.983827647553962 & 0.0323447048920756 & 0.0161723524460378 \tabularnewline
75 & 0.985382926573865 & 0.0292341468522708 & 0.0146170734261354 \tabularnewline
76 & 0.986146982159542 & 0.0277060356809165 & 0.0138530178404582 \tabularnewline
77 & 0.996322142773163 & 0.00735571445367303 & 0.00367785722683652 \tabularnewline
78 & 0.995218972186885 & 0.00956205562622906 & 0.00478102781311453 \tabularnewline
79 & 0.99401975462531 & 0.01196049074938 & 0.00598024537468998 \tabularnewline
80 & 0.99234797605568 & 0.01530404788864 & 0.00765202394432002 \tabularnewline
81 & 0.990322894082975 & 0.0193542118340497 & 0.00967710591702483 \tabularnewline
82 & 0.993787730610522 & 0.012424538778956 & 0.00621226938947801 \tabularnewline
83 & 0.99421324636776 & 0.0115735072644791 & 0.00578675363223953 \tabularnewline
84 & 0.994293184309967 & 0.0114136313800656 & 0.00570681569003278 \tabularnewline
85 & 0.993205684027857 & 0.0135886319442854 & 0.00679431597214268 \tabularnewline
86 & 0.995254580453195 & 0.00949083909361083 & 0.00474541954680541 \tabularnewline
87 & 0.993948389651477 & 0.0121032206970469 & 0.00605161034852343 \tabularnewline
88 & 0.992254766775083 & 0.0154904664498334 & 0.00774523322491671 \tabularnewline
89 & 0.997081953581111 & 0.00583609283777815 & 0.00291804641888907 \tabularnewline
90 & 0.996430693163062 & 0.00713861367387603 & 0.00356930683693801 \tabularnewline
91 & 0.995721885231012 & 0.0085562295379759 & 0.00427811476898795 \tabularnewline
92 & 0.994566371051891 & 0.0108672578962172 & 0.00543362894810861 \tabularnewline
93 & 0.99347663456652 & 0.0130467308669608 & 0.00652336543348041 \tabularnewline
94 & 0.992575948618377 & 0.0148481027632468 & 0.00742405138162339 \tabularnewline
95 & 0.990601022631315 & 0.0187979547373702 & 0.00939897736868512 \tabularnewline
96 & 0.993655110652035 & 0.0126897786959301 & 0.00634488934796505 \tabularnewline
97 & 0.992911700995322 & 0.0141765980093566 & 0.00708829900467829 \tabularnewline
98 & 0.999616231182311 & 0.000767537635377059 & 0.00038376881768853 \tabularnewline
99 & 0.999527763819713 & 0.000944472360574183 & 0.000472236180287091 \tabularnewline
100 & 0.999652823004649 & 0.000694353990702767 & 0.000347176995351384 \tabularnewline
101 & 0.999566316936072 & 0.000867366127856072 & 0.000433683063928036 \tabularnewline
102 & 0.999427374870275 & 0.00114525025945037 & 0.000572625129725187 \tabularnewline
103 & 0.999812323768822 & 0.000375352462356528 & 0.000187676231178264 \tabularnewline
104 & 0.999754303028951 & 0.000491393942097806 & 0.000245696971048903 \tabularnewline
105 & 0.999694727567557 & 0.000610544864886649 & 0.000305272432443324 \tabularnewline
106 & 0.999587079814368 & 0.000825840371264289 & 0.000412920185632145 \tabularnewline
107 & 0.999529995776921 & 0.000940008446157374 & 0.000470004223078687 \tabularnewline
108 & 0.999408121450034 & 0.00118375709993225 & 0.000591878549966125 \tabularnewline
109 & 0.99962266339492 & 0.000754673210160363 & 0.000377336605080182 \tabularnewline
110 & 0.999512253697979 & 0.000975492604041522 & 0.000487746302020761 \tabularnewline
111 & 0.999351156732042 & 0.00129768653591668 & 0.00064884326795834 \tabularnewline
112 & 0.999643892162173 & 0.000712215675654724 & 0.000356107837827362 \tabularnewline
113 & 0.999543118540597 & 0.000913762918805298 & 0.000456881459402649 \tabularnewline
114 & 0.999391184918637 & 0.00121763016272526 & 0.000608815081362632 \tabularnewline
115 & 0.999598777102297 & 0.000802445795405638 & 0.000401222897702819 \tabularnewline
116 & 0.999455959320599 & 0.00108808135880167 & 0.000544040679400833 \tabularnewline
117 & 0.999457662157091 & 0.0010846756858176 & 0.000542337842908798 \tabularnewline
118 & 0.99977333332182 & 0.000453333356360638 & 0.000226666678180319 \tabularnewline
119 & 0.999700217668295 & 0.000599564663410797 & 0.000299782331705398 \tabularnewline
120 & 0.999633041498126 & 0.00073391700374758 & 0.00036695850187379 \tabularnewline
121 & 0.999507811864948 & 0.000984376270103785 & 0.000492188135051893 \tabularnewline
122 & 0.999600220924543 & 0.000799558150914104 & 0.000399779075457052 \tabularnewline
123 & 0.999463908651679 & 0.00107218269664106 & 0.000536091348320529 \tabularnewline
124 & 0.999917550157973 & 0.000164899684054529 & 8.24498420272645e-05 \tabularnewline
125 & 0.99997211479563 & 5.57704087401029e-05 & 2.78852043700515e-05 \tabularnewline
126 & 0.999961013728152 & 7.79725436965284e-05 & 3.89862718482642e-05 \tabularnewline
127 & 0.999945560735034 & 0.000108878529932852 & 5.44392649664261e-05 \tabularnewline
128 & 0.999943990244358 & 0.000112019511284694 & 5.60097556423471e-05 \tabularnewline
129 & 0.99993129364355 & 0.000137412712899563 & 6.87063564497816e-05 \tabularnewline
130 & 0.999904245586163 & 0.000191508827674992 & 9.57544138374961e-05 \tabularnewline
131 & 0.99986780833353 & 0.000264383332940143 & 0.000132191666470071 \tabularnewline
132 & 0.999943426634386 & 0.000113146731228388 & 5.65733656141939e-05 \tabularnewline
133 & 0.999920909932602 & 0.000158180134795818 & 7.90900673979092e-05 \tabularnewline
134 & 0.999931949786583 & 0.000136100426833496 & 6.80502134167481e-05 \tabularnewline
135 & 0.99993439382938 & 0.000131212341240516 & 6.56061706202581e-05 \tabularnewline
136 & 0.999975998394368 & 4.80032112643586e-05 & 2.40016056321793e-05 \tabularnewline
137 & 0.99996598236672 & 6.80352665595296e-05 & 3.40176332797648e-05 \tabularnewline
138 & 0.999987639980726 & 2.47200385486423e-05 & 1.23600192743211e-05 \tabularnewline
139 & 0.999984298332685 & 3.1403334630409e-05 & 1.57016673152045e-05 \tabularnewline
140 & 0.999978551010384 & 4.28979792328732e-05 & 2.14489896164366e-05 \tabularnewline
141 & 0.999974834014917 & 5.03319701649203e-05 & 2.51659850824602e-05 \tabularnewline
142 & 0.999966739935896 & 6.652012820784e-05 & 3.326006410392e-05 \tabularnewline
143 & 0.999959565346979 & 8.08693060426474e-05 & 4.04346530213237e-05 \tabularnewline
144 & 0.999944135517434 & 0.000111728965131738 & 5.58644825658691e-05 \tabularnewline
145 & 0.999922876718938 & 0.00015424656212492 & 7.712328106246e-05 \tabularnewline
146 & 0.999894562031356 & 0.000210875937289076 & 0.000105437968644538 \tabularnewline
147 & 0.999867904234351 & 0.000264191531298613 & 0.000132095765649307 \tabularnewline
148 & 0.999816649533038 & 0.000366700933923882 & 0.000183350466961941 \tabularnewline
149 & 0.999764279232265 & 0.000471441535469916 & 0.000235720767734958 \tabularnewline
150 & 0.999693507915534 & 0.000612984168931165 & 0.000306492084465582 \tabularnewline
151 & 0.999724618559803 & 0.000550762880393257 & 0.000275381440196628 \tabularnewline
152 & 0.999629819250313 & 0.000740361499374167 & 0.000370180749687084 \tabularnewline
153 & 0.999514055832685 & 0.000971888334629565 & 0.000485944167314783 \tabularnewline
154 & 0.999791475267891 & 0.000417049464217127 & 0.000208524732108564 \tabularnewline
155 & 0.999729188899033 & 0.000541622201934737 & 0.000270811100967368 \tabularnewline
156 & 0.999858282336114 & 0.000283435327772456 & 0.000141717663886228 \tabularnewline
157 & 0.999827306999113 & 0.000345386001773973 & 0.000172693000886987 \tabularnewline
158 & 0.999828509947425 & 0.000342980105149913 & 0.000171490052574957 \tabularnewline
159 & 0.99978189132849 & 0.000436217343020244 & 0.000218108671510122 \tabularnewline
160 & 0.9999726428174 & 5.47143652004297e-05 & 2.73571826002148e-05 \tabularnewline
161 & 0.999992679111119 & 1.4641777761346e-05 & 7.32088888067298e-06 \tabularnewline
162 & 0.999989174252202 & 2.16514955958412e-05 & 1.08257477979206e-05 \tabularnewline
163 & 0.99999216489833 & 1.56702033395463e-05 & 7.83510166977317e-06 \tabularnewline
164 & 0.999997335827224 & 5.32834555135677e-06 & 2.66417277567839e-06 \tabularnewline
165 & 0.999996250389272 & 7.49922145632422e-06 & 3.74961072816211e-06 \tabularnewline
166 & 0.999996469985381 & 7.06002923750952e-06 & 3.53001461875476e-06 \tabularnewline
167 & 0.999994797338728 & 1.0405322543227e-05 & 5.2026612716135e-06 \tabularnewline
168 & 0.999992418073325 & 1.51638533504496e-05 & 7.58192667522478e-06 \tabularnewline
169 & 0.999989917722943 & 2.01645541136083e-05 & 1.00822770568041e-05 \tabularnewline
170 & 0.999999820828996 & 3.5834200770035e-07 & 1.79171003850175e-07 \tabularnewline
171 & 0.99999999289445 & 1.42111005843777e-08 & 7.10555029218887e-09 \tabularnewline
172 & 0.999999989289381 & 2.1421237765651e-08 & 1.07106188828255e-08 \tabularnewline
173 & 0.999999995069657 & 9.86068694879578e-09 & 4.93034347439789e-09 \tabularnewline
174 & 0.999999995236104 & 9.52779246833074e-09 & 4.76389623416537e-09 \tabularnewline
175 & 0.999999999996385 & 7.22944370355082e-12 & 3.61472185177541e-12 \tabularnewline
176 & 0.999999999999526 & 9.48479032506997e-13 & 4.74239516253498e-13 \tabularnewline
177 & 0.999999999999197 & 1.60507350345235e-12 & 8.02536751726175e-13 \tabularnewline
178 & 0.999999999998559 & 2.88206428988766e-12 & 1.44103214494383e-12 \tabularnewline
179 & 0.99999999999837 & 3.26089309616618e-12 & 1.63044654808309e-12 \tabularnewline
180 & 0.999999999999369 & 1.26191054271684e-12 & 6.3095527135842e-13 \tabularnewline
181 & 0.99999999999903 & 1.94045873021031e-12 & 9.70229365105155e-13 \tabularnewline
182 & 0.999999999999856 & 2.88012959654748e-13 & 1.44006479827374e-13 \tabularnewline
183 & 0.999999999999706 & 5.87657101480523e-13 & 2.93828550740261e-13 \tabularnewline
184 & 0.999999999999815 & 3.70325946541233e-13 & 1.85162973270617e-13 \tabularnewline
185 & 0.999999999999795 & 4.09718534839365e-13 & 2.04859267419683e-13 \tabularnewline
186 & 0.999999999999627 & 7.4548771603826e-13 & 3.7274385801913e-13 \tabularnewline
187 & 0.999999999999287 & 1.42593310482354e-12 & 7.12966552411771e-13 \tabularnewline
188 & 0.999999999998573 & 2.85398305893593e-12 & 1.42699152946797e-12 \tabularnewline
189 & 0.999999999999253 & 1.49454216244596e-12 & 7.4727108122298e-13 \tabularnewline
190 & 0.999999999998565 & 2.86927794729407e-12 & 1.43463897364704e-12 \tabularnewline
191 & 0.999999999999372 & 1.25693327013197e-12 & 6.28466635065984e-13 \tabularnewline
192 & 0.999999999999135 & 1.72911662404366e-12 & 8.64558312021832e-13 \tabularnewline
193 & 0.999999999998419 & 3.16098426303075e-12 & 1.58049213151538e-12 \tabularnewline
194 & 0.999999999996891 & 6.21706172155129e-12 & 3.10853086077565e-12 \tabularnewline
195 & 0.999999999995868 & 8.2632638978323e-12 & 4.13163194891615e-12 \tabularnewline
196 & 0.99999999999261 & 1.4779418432607e-11 & 7.38970921630351e-12 \tabularnewline
197 & 0.999999999985225 & 2.95502703731997e-11 & 1.47751351865998e-11 \tabularnewline
198 & 0.999999999973324 & 5.33522100494497e-11 & 2.66761050247249e-11 \tabularnewline
199 & 0.999999999947911 & 1.0417859711051e-10 & 5.20892985552551e-11 \tabularnewline
200 & 0.999999999907531 & 1.84937902942834e-10 & 9.24689514714172e-11 \tabularnewline
201 & 0.999999999846744 & 3.06512477765419e-10 & 1.53256238882709e-10 \tabularnewline
202 & 0.999999999712078 & 5.75844249723542e-10 & 2.87922124861771e-10 \tabularnewline
203 & 0.999999999632868 & 7.34264447193301e-10 & 3.6713222359665e-10 \tabularnewline
204 & 0.999999999372051 & 1.25589814372735e-09 & 6.27949071863676e-10 \tabularnewline
205 & 0.999999998841838 & 2.31632491617132e-09 & 1.15816245808566e-09 \tabularnewline
206 & 0.999999998227984 & 3.54403225459575e-09 & 1.77201612729788e-09 \tabularnewline
207 & 0.999999997071596 & 5.85680859064742e-09 & 2.92840429532371e-09 \tabularnewline
208 & 0.999999999987549 & 2.49019962748212e-11 & 1.24509981374106e-11 \tabularnewline
209 & 0.999999999994635 & 1.07292890263834e-11 & 5.36464451319171e-12 \tabularnewline
210 & 0.999999999993293 & 1.34147834053233e-11 & 6.70739170266163e-12 \tabularnewline
211 & 0.999999999991593 & 1.68144930288788e-11 & 8.4072465144394e-12 \tabularnewline
212 & 0.999999999995511 & 8.9772635507966e-12 & 4.4886317753983e-12 \tabularnewline
213 & 0.999999999990598 & 1.88047409497734e-11 & 9.40237047488669e-12 \tabularnewline
214 & 0.999999999980768 & 3.84646510653357e-11 & 1.92323255326679e-11 \tabularnewline
215 & 0.999999999963677 & 7.26464774640001e-11 & 3.63232387320001e-11 \tabularnewline
216 & 0.999999999938766 & 1.22468332920878e-10 & 6.12341664604392e-11 \tabularnewline
217 & 0.999999999908591 & 1.82817536101683e-10 & 9.14087680508413e-11 \tabularnewline
218 & 0.999999999808233 & 3.83534095363601e-10 & 1.91767047681801e-10 \tabularnewline
219 & 0.999999999605001 & 7.89997998403947e-10 & 3.94998999201974e-10 \tabularnewline
220 & 0.999999999603949 & 7.92101829778378e-10 & 3.96050914889189e-10 \tabularnewline
221 & 0.99999999919239 & 1.61522084249352e-09 & 8.07610421246758e-10 \tabularnewline
222 & 0.999999998395972 & 3.20805550295346e-09 & 1.60402775147673e-09 \tabularnewline
223 & 0.999999997170814 & 5.65837259262761e-09 & 2.82918629631381e-09 \tabularnewline
224 & 0.999999994301016 & 1.13979678031559e-08 & 5.69898390157795e-09 \tabularnewline
225 & 0.999999992140098 & 1.57198038286966e-08 & 7.8599019143483e-09 \tabularnewline
226 & 0.999999990881746 & 1.82365080370606e-08 & 9.11825401853032e-09 \tabularnewline
227 & 0.999999985428519 & 2.91429615854166e-08 & 1.45714807927083e-08 \tabularnewline
228 & 0.999999984217013 & 3.1565973225311e-08 & 1.57829866126555e-08 \tabularnewline
229 & 0.999999972554515 & 5.48909709288442e-08 & 2.74454854644221e-08 \tabularnewline
230 & 0.999999956868711 & 8.62625771648291e-08 & 4.31312885824146e-08 \tabularnewline
231 & 0.999999952325817 & 9.5348366232912e-08 & 4.7674183116456e-08 \tabularnewline
232 & 0.999999906701605 & 1.8659679066849e-07 & 9.32983953342451e-08 \tabularnewline
233 & 0.999999818429674 & 3.63140651405141e-07 & 1.81570325702571e-07 \tabularnewline
234 & 0.999999671906565 & 6.56186870818221e-07 & 3.2809343540911e-07 \tabularnewline
235 & 0.9999996739436 & 6.5211280075562e-07 & 3.2605640037781e-07 \tabularnewline
236 & 0.999999789539452 & 4.20921096564341e-07 & 2.10460548282171e-07 \tabularnewline
237 & 0.999999998938145 & 2.12370954649426e-09 & 1.06185477324713e-09 \tabularnewline
238 & 0.999999998633203 & 2.73359501685696e-09 & 1.36679750842848e-09 \tabularnewline
239 & 0.999999996846752 & 6.30649647409223e-09 & 3.15324823704611e-09 \tabularnewline
240 & 0.999999998097187 & 3.80562666291279e-09 & 1.90281333145639e-09 \tabularnewline
241 & 0.99999999741818 & 5.16363999596115e-09 & 2.58181999798058e-09 \tabularnewline
242 & 0.999999997746569 & 4.50686247536187e-09 & 2.25343123768094e-09 \tabularnewline
243 & 0.999999999758326 & 4.83348707654454e-10 & 2.41674353827227e-10 \tabularnewline
244 & 0.999999999659726 & 6.80547335122415e-10 & 3.40273667561207e-10 \tabularnewline
245 & 0.999999999127323 & 1.74535501304419e-09 & 8.72677506522093e-10 \tabularnewline
246 & 0.999999997934379 & 4.13124262889762e-09 & 2.06562131444881e-09 \tabularnewline
247 & 0.999999995227664 & 9.54467251494698e-09 & 4.77233625747349e-09 \tabularnewline
248 & 0.999999990293453 & 1.94130930946973e-08 & 9.70654654734864e-09 \tabularnewline
249 & 0.999999979670636 & 4.06587278522451e-08 & 2.03293639261226e-08 \tabularnewline
250 & 0.999999962253498 & 7.5493004894246e-08 & 3.7746502447123e-08 \tabularnewline
251 & 0.999999979652102 & 4.06957958121965e-08 & 2.03478979060983e-08 \tabularnewline
252 & 0.99999995193472 & 9.61305599583983e-08 & 4.80652799791991e-08 \tabularnewline
253 & 0.999999895907562 & 2.08184875829191e-07 & 1.04092437914595e-07 \tabularnewline
254 & 0.999999765979109 & 4.68041782033565e-07 & 2.34020891016782e-07 \tabularnewline
255 & 0.999999514316004 & 9.71367991068415e-07 & 4.85683995534208e-07 \tabularnewline
256 & 0.999998926236053 & 2.14752789356642e-06 & 1.07376394678321e-06 \tabularnewline
257 & 0.999998485808165 & 3.02838367084983e-06 & 1.51419183542492e-06 \tabularnewline
258 & 0.999996876239937 & 6.24752012504053e-06 & 3.12376006252026e-06 \tabularnewline
259 & 0.999992822163768 & 1.43556724637016e-05 & 7.1778362318508e-06 \tabularnewline
260 & 0.999989460301962 & 2.10793960761232e-05 & 1.05396980380616e-05 \tabularnewline
261 & 0.999989485606811 & 2.10287863782646e-05 & 1.05143931891323e-05 \tabularnewline
262 & 0.99997718380963 & 4.563238074044e-05 & 2.281619037022e-05 \tabularnewline
263 & 0.999948998691731 & 0.000102002616537338 & 5.10013082686691e-05 \tabularnewline
264 & 0.999929903900349 & 0.000140192199301172 & 7.00960996505862e-05 \tabularnewline
265 & 0.999909074057493 & 0.000181851885014428 & 9.09259425072141e-05 \tabularnewline
266 & 0.999800304415587 & 0.000399391168826559 & 0.00019969558441328 \tabularnewline
267 & 0.999869678394444 & 0.000260643211111865 & 0.000130321605555933 \tabularnewline
268 & 0.999852430140722 & 0.000295139718555132 & 0.000147569859277566 \tabularnewline
269 & 0.999978591597598 & 4.28168048040414e-05 & 2.14084024020207e-05 \tabularnewline
270 & 0.999974334137712 & 5.13317245761953e-05 & 2.56658622880976e-05 \tabularnewline
271 & 0.999924181938871 & 0.000151636122257267 & 7.58180611286334e-05 \tabularnewline
272 & 0.999781377905117 & 0.00043724418976648 & 0.00021862209488324 \tabularnewline
273 & 0.999417387807147 & 0.0011652243857053 & 0.000582612192852652 \tabularnewline
274 & 0.998439641741172 & 0.00312071651765659 & 0.0015603582588283 \tabularnewline
275 & 0.996016041409062 & 0.00796791718187558 & 0.00398395859093779 \tabularnewline
276 & 0.995943045357275 & 0.00811390928544924 & 0.00405695464272462 \tabularnewline
277 & 0.990175370718788 & 0.0196492585624242 & 0.00982462928121209 \tabularnewline
278 & 0.985792215612066 & 0.0284155687758689 & 0.0142077843879344 \tabularnewline
279 & 0.964145677147959 & 0.0717086457040823 & 0.0358543228520412 \tabularnewline
280 & 0.951382725499444 & 0.097234549001111 & 0.0486172745005555 \tabularnewline
281 & 0.875010522802337 & 0.249978954395327 & 0.124989477197663 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=203594&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]8[/C][C]0.991844950304106[/C][C]0.0163100993917882[/C][C]0.0081550496958941[/C][/ROW]
[ROW][C]9[/C][C]0.985253054079[/C][C]0.029493891842001[/C][C]0.0147469459210005[/C][/ROW]
[ROW][C]10[/C][C]0.971999795697292[/C][C]0.0560004086054163[/C][C]0.0280002043027082[/C][/ROW]
[ROW][C]11[/C][C]0.961373614378976[/C][C]0.0772527712420483[/C][C]0.0386263856210242[/C][/ROW]
[ROW][C]12[/C][C]0.952365799058695[/C][C]0.0952684018826103[/C][C]0.0476342009413051[/C][/ROW]
[ROW][C]13[/C][C]0.952030669696729[/C][C]0.0959386606065426[/C][C]0.0479693303032713[/C][/ROW]
[ROW][C]14[/C][C]0.925741471461366[/C][C]0.148517057077269[/C][C]0.0742585285386344[/C][/ROW]
[ROW][C]15[/C][C]0.896966360619749[/C][C]0.206067278760502[/C][C]0.103033639380251[/C][/ROW]
[ROW][C]16[/C][C]0.858215785599414[/C][C]0.283568428801171[/C][C]0.141784214400586[/C][/ROW]
[ROW][C]17[/C][C]0.843539164914871[/C][C]0.312921670170258[/C][C]0.156460835085129[/C][/ROW]
[ROW][C]18[/C][C]0.803298955107441[/C][C]0.393402089785119[/C][C]0.196701044892559[/C][/ROW]
[ROW][C]19[/C][C]0.778235201374422[/C][C]0.443529597251155[/C][C]0.221764798625578[/C][/ROW]
[ROW][C]20[/C][C]0.846360171904078[/C][C]0.307279656191844[/C][C]0.153639828095922[/C][/ROW]
[ROW][C]21[/C][C]0.841858687632072[/C][C]0.316282624735855[/C][C]0.158141312367928[/C][/ROW]
[ROW][C]22[/C][C]0.796042668291002[/C][C]0.407914663417996[/C][C]0.203957331708998[/C][/ROW]
[ROW][C]23[/C][C]0.991760729855945[/C][C]0.0164785402881098[/C][C]0.00823927014405489[/C][/ROW]
[ROW][C]24[/C][C]0.988235392575656[/C][C]0.0235292148486883[/C][C]0.0117646074243442[/C][/ROW]
[ROW][C]25[/C][C]0.984948646517297[/C][C]0.0301027069654056[/C][C]0.0150513534827028[/C][/ROW]
[ROW][C]26[/C][C]0.997703837100755[/C][C]0.00459232579848954[/C][C]0.00229616289924477[/C][/ROW]
[ROW][C]27[/C][C]0.997212519998871[/C][C]0.00557496000225825[/C][C]0.00278748000112913[/C][/ROW]
[ROW][C]28[/C][C]0.995731696285218[/C][C]0.00853660742956503[/C][C]0.00426830371478252[/C][/ROW]
[ROW][C]29[/C][C]0.993660424791088[/C][C]0.012679150417825[/C][C]0.00633957520891249[/C][/ROW]
[ROW][C]30[/C][C]0.990745789563996[/C][C]0.0185084208720077[/C][C]0.00925421043600384[/C][/ROW]
[ROW][C]31[/C][C]0.987333944720331[/C][C]0.025332110559338[/C][C]0.012666055279669[/C][/ROW]
[ROW][C]32[/C][C]0.982706609609411[/C][C]0.0345867807811773[/C][C]0.0172933903905886[/C][/ROW]
[ROW][C]33[/C][C]0.979392762452871[/C][C]0.0412144750942584[/C][C]0.0206072375471292[/C][/ROW]
[ROW][C]34[/C][C]0.974673431909721[/C][C]0.0506531361805587[/C][C]0.0253265680902794[/C][/ROW]
[ROW][C]35[/C][C]0.969843485317075[/C][C]0.0603130293658506[/C][C]0.0301565146829253[/C][/ROW]
[ROW][C]36[/C][C]0.979185930776087[/C][C]0.0416281384478254[/C][C]0.0208140692239127[/C][/ROW]
[ROW][C]37[/C][C]0.972311009642231[/C][C]0.0553779807155372[/C][C]0.0276889903577686[/C][/ROW]
[ROW][C]38[/C][C]0.975693581618276[/C][C]0.0486128367634473[/C][C]0.0243064183817236[/C][/ROW]
[ROW][C]39[/C][C]0.995112236691384[/C][C]0.00977552661723232[/C][C]0.00488776330861616[/C][/ROW]
[ROW][C]40[/C][C]0.994767717175855[/C][C]0.0104645656482902[/C][C]0.00523228282414508[/C][/ROW]
[ROW][C]41[/C][C]0.992709496351715[/C][C]0.0145810072965709[/C][C]0.00729050364828547[/C][/ROW]
[ROW][C]42[/C][C]0.990397177830988[/C][C]0.019205644338023[/C][C]0.00960282216901152[/C][/ROW]
[ROW][C]43[/C][C]0.993812799326512[/C][C]0.0123744013469768[/C][C]0.00618720067348842[/C][/ROW]
[ROW][C]44[/C][C]0.99150162599548[/C][C]0.0169967480090393[/C][C]0.00849837400451966[/C][/ROW]
[ROW][C]45[/C][C]0.991719975513379[/C][C]0.0165600489732415[/C][C]0.00828002448662073[/C][/ROW]
[ROW][C]46[/C][C]0.989136810851427[/C][C]0.0217263782971455[/C][C]0.0108631891485727[/C][/ROW]
[ROW][C]47[/C][C]0.98546696086732[/C][C]0.0290660782653593[/C][C]0.0145330391326797[/C][/ROW]
[ROW][C]48[/C][C]0.981689563241513[/C][C]0.0366208735169739[/C][C]0.018310436758487[/C][/ROW]
[ROW][C]49[/C][C]0.976105055586858[/C][C]0.047789888826284[/C][C]0.023894944413142[/C][/ROW]
[ROW][C]50[/C][C]0.976589501708325[/C][C]0.0468209965833507[/C][C]0.0234104982916753[/C][/ROW]
[ROW][C]51[/C][C]0.998740796944121[/C][C]0.00251840611175849[/C][C]0.00125920305587924[/C][/ROW]
[ROW][C]52[/C][C]0.998292015476902[/C][C]0.003415969046196[/C][C]0.001707984523098[/C][/ROW]
[ROW][C]53[/C][C]0.9980714930034[/C][C]0.00385701399320017[/C][C]0.00192850699660009[/C][/ROW]
[ROW][C]54[/C][C]0.997423241103037[/C][C]0.00515351779392588[/C][C]0.00257675889696294[/C][/ROW]
[ROW][C]55[/C][C]0.997131139779787[/C][C]0.0057377204404255[/C][C]0.00286886022021275[/C][/ROW]
[ROW][C]56[/C][C]0.996366266603538[/C][C]0.00726746679292478[/C][C]0.00363373339646239[/C][/ROW]
[ROW][C]57[/C][C]0.995523033391507[/C][C]0.00895393321698608[/C][C]0.00447696660849304[/C][/ROW]
[ROW][C]58[/C][C]0.994767693115082[/C][C]0.0104646137698363[/C][C]0.00523230688491817[/C][/ROW]
[ROW][C]59[/C][C]0.993010821893144[/C][C]0.013978356213711[/C][C]0.00698917810685552[/C][/ROW]
[ROW][C]60[/C][C]0.990996850189432[/C][C]0.0180062996211355[/C][C]0.00900314981056777[/C][/ROW]
[ROW][C]61[/C][C]0.992594756793848[/C][C]0.0148104864123048[/C][C]0.00740524320615241[/C][/ROW]
[ROW][C]62[/C][C]0.990392254179422[/C][C]0.0192154916411556[/C][C]0.00960774582057781[/C][/ROW]
[ROW][C]63[/C][C]0.993279877006829[/C][C]0.0134402459863414[/C][C]0.00672012299317069[/C][/ROW]
[ROW][C]64[/C][C]0.991303856595735[/C][C]0.0173922868085307[/C][C]0.00869614340426533[/C][/ROW]
[ROW][C]65[/C][C]0.990181416503149[/C][C]0.0196371669937031[/C][C]0.00981858349685153[/C][/ROW]
[ROW][C]66[/C][C]0.989025953308183[/C][C]0.0219480933836331[/C][C]0.0109740466918165[/C][/ROW]
[ROW][C]67[/C][C]0.986594588162678[/C][C]0.0268108236746435[/C][C]0.0134054118373217[/C][/ROW]
[ROW][C]68[/C][C]0.983654552397753[/C][C]0.0326908952044933[/C][C]0.0163454476022467[/C][/ROW]
[ROW][C]69[/C][C]0.980304566896835[/C][C]0.0393908662063303[/C][C]0.0196954331031652[/C][/ROW]
[ROW][C]70[/C][C]0.975229786234161[/C][C]0.0495404275316789[/C][C]0.0247702137658394[/C][/ROW]
[ROW][C]71[/C][C]0.975401457352339[/C][C]0.0491970852953223[/C][C]0.0245985426476611[/C][/ROW]
[ROW][C]72[/C][C]0.982065427577583[/C][C]0.0358691448448336[/C][C]0.0179345724224168[/C][/ROW]
[ROW][C]73[/C][C]0.977641934916234[/C][C]0.0447161301675316[/C][C]0.0223580650837658[/C][/ROW]
[ROW][C]74[/C][C]0.983827647553962[/C][C]0.0323447048920756[/C][C]0.0161723524460378[/C][/ROW]
[ROW][C]75[/C][C]0.985382926573865[/C][C]0.0292341468522708[/C][C]0.0146170734261354[/C][/ROW]
[ROW][C]76[/C][C]0.986146982159542[/C][C]0.0277060356809165[/C][C]0.0138530178404582[/C][/ROW]
[ROW][C]77[/C][C]0.996322142773163[/C][C]0.00735571445367303[/C][C]0.00367785722683652[/C][/ROW]
[ROW][C]78[/C][C]0.995218972186885[/C][C]0.00956205562622906[/C][C]0.00478102781311453[/C][/ROW]
[ROW][C]79[/C][C]0.99401975462531[/C][C]0.01196049074938[/C][C]0.00598024537468998[/C][/ROW]
[ROW][C]80[/C][C]0.99234797605568[/C][C]0.01530404788864[/C][C]0.00765202394432002[/C][/ROW]
[ROW][C]81[/C][C]0.990322894082975[/C][C]0.0193542118340497[/C][C]0.00967710591702483[/C][/ROW]
[ROW][C]82[/C][C]0.993787730610522[/C][C]0.012424538778956[/C][C]0.00621226938947801[/C][/ROW]
[ROW][C]83[/C][C]0.99421324636776[/C][C]0.0115735072644791[/C][C]0.00578675363223953[/C][/ROW]
[ROW][C]84[/C][C]0.994293184309967[/C][C]0.0114136313800656[/C][C]0.00570681569003278[/C][/ROW]
[ROW][C]85[/C][C]0.993205684027857[/C][C]0.0135886319442854[/C][C]0.00679431597214268[/C][/ROW]
[ROW][C]86[/C][C]0.995254580453195[/C][C]0.00949083909361083[/C][C]0.00474541954680541[/C][/ROW]
[ROW][C]87[/C][C]0.993948389651477[/C][C]0.0121032206970469[/C][C]0.00605161034852343[/C][/ROW]
[ROW][C]88[/C][C]0.992254766775083[/C][C]0.0154904664498334[/C][C]0.00774523322491671[/C][/ROW]
[ROW][C]89[/C][C]0.997081953581111[/C][C]0.00583609283777815[/C][C]0.00291804641888907[/C][/ROW]
[ROW][C]90[/C][C]0.996430693163062[/C][C]0.00713861367387603[/C][C]0.00356930683693801[/C][/ROW]
[ROW][C]91[/C][C]0.995721885231012[/C][C]0.0085562295379759[/C][C]0.00427811476898795[/C][/ROW]
[ROW][C]92[/C][C]0.994566371051891[/C][C]0.0108672578962172[/C][C]0.00543362894810861[/C][/ROW]
[ROW][C]93[/C][C]0.99347663456652[/C][C]0.0130467308669608[/C][C]0.00652336543348041[/C][/ROW]
[ROW][C]94[/C][C]0.992575948618377[/C][C]0.0148481027632468[/C][C]0.00742405138162339[/C][/ROW]
[ROW][C]95[/C][C]0.990601022631315[/C][C]0.0187979547373702[/C][C]0.00939897736868512[/C][/ROW]
[ROW][C]96[/C][C]0.993655110652035[/C][C]0.0126897786959301[/C][C]0.00634488934796505[/C][/ROW]
[ROW][C]97[/C][C]0.992911700995322[/C][C]0.0141765980093566[/C][C]0.00708829900467829[/C][/ROW]
[ROW][C]98[/C][C]0.999616231182311[/C][C]0.000767537635377059[/C][C]0.00038376881768853[/C][/ROW]
[ROW][C]99[/C][C]0.999527763819713[/C][C]0.000944472360574183[/C][C]0.000472236180287091[/C][/ROW]
[ROW][C]100[/C][C]0.999652823004649[/C][C]0.000694353990702767[/C][C]0.000347176995351384[/C][/ROW]
[ROW][C]101[/C][C]0.999566316936072[/C][C]0.000867366127856072[/C][C]0.000433683063928036[/C][/ROW]
[ROW][C]102[/C][C]0.999427374870275[/C][C]0.00114525025945037[/C][C]0.000572625129725187[/C][/ROW]
[ROW][C]103[/C][C]0.999812323768822[/C][C]0.000375352462356528[/C][C]0.000187676231178264[/C][/ROW]
[ROW][C]104[/C][C]0.999754303028951[/C][C]0.000491393942097806[/C][C]0.000245696971048903[/C][/ROW]
[ROW][C]105[/C][C]0.999694727567557[/C][C]0.000610544864886649[/C][C]0.000305272432443324[/C][/ROW]
[ROW][C]106[/C][C]0.999587079814368[/C][C]0.000825840371264289[/C][C]0.000412920185632145[/C][/ROW]
[ROW][C]107[/C][C]0.999529995776921[/C][C]0.000940008446157374[/C][C]0.000470004223078687[/C][/ROW]
[ROW][C]108[/C][C]0.999408121450034[/C][C]0.00118375709993225[/C][C]0.000591878549966125[/C][/ROW]
[ROW][C]109[/C][C]0.99962266339492[/C][C]0.000754673210160363[/C][C]0.000377336605080182[/C][/ROW]
[ROW][C]110[/C][C]0.999512253697979[/C][C]0.000975492604041522[/C][C]0.000487746302020761[/C][/ROW]
[ROW][C]111[/C][C]0.999351156732042[/C][C]0.00129768653591668[/C][C]0.00064884326795834[/C][/ROW]
[ROW][C]112[/C][C]0.999643892162173[/C][C]0.000712215675654724[/C][C]0.000356107837827362[/C][/ROW]
[ROW][C]113[/C][C]0.999543118540597[/C][C]0.000913762918805298[/C][C]0.000456881459402649[/C][/ROW]
[ROW][C]114[/C][C]0.999391184918637[/C][C]0.00121763016272526[/C][C]0.000608815081362632[/C][/ROW]
[ROW][C]115[/C][C]0.999598777102297[/C][C]0.000802445795405638[/C][C]0.000401222897702819[/C][/ROW]
[ROW][C]116[/C][C]0.999455959320599[/C][C]0.00108808135880167[/C][C]0.000544040679400833[/C][/ROW]
[ROW][C]117[/C][C]0.999457662157091[/C][C]0.0010846756858176[/C][C]0.000542337842908798[/C][/ROW]
[ROW][C]118[/C][C]0.99977333332182[/C][C]0.000453333356360638[/C][C]0.000226666678180319[/C][/ROW]
[ROW][C]119[/C][C]0.999700217668295[/C][C]0.000599564663410797[/C][C]0.000299782331705398[/C][/ROW]
[ROW][C]120[/C][C]0.999633041498126[/C][C]0.00073391700374758[/C][C]0.00036695850187379[/C][/ROW]
[ROW][C]121[/C][C]0.999507811864948[/C][C]0.000984376270103785[/C][C]0.000492188135051893[/C][/ROW]
[ROW][C]122[/C][C]0.999600220924543[/C][C]0.000799558150914104[/C][C]0.000399779075457052[/C][/ROW]
[ROW][C]123[/C][C]0.999463908651679[/C][C]0.00107218269664106[/C][C]0.000536091348320529[/C][/ROW]
[ROW][C]124[/C][C]0.999917550157973[/C][C]0.000164899684054529[/C][C]8.24498420272645e-05[/C][/ROW]
[ROW][C]125[/C][C]0.99997211479563[/C][C]5.57704087401029e-05[/C][C]2.78852043700515e-05[/C][/ROW]
[ROW][C]126[/C][C]0.999961013728152[/C][C]7.79725436965284e-05[/C][C]3.89862718482642e-05[/C][/ROW]
[ROW][C]127[/C][C]0.999945560735034[/C][C]0.000108878529932852[/C][C]5.44392649664261e-05[/C][/ROW]
[ROW][C]128[/C][C]0.999943990244358[/C][C]0.000112019511284694[/C][C]5.60097556423471e-05[/C][/ROW]
[ROW][C]129[/C][C]0.99993129364355[/C][C]0.000137412712899563[/C][C]6.87063564497816e-05[/C][/ROW]
[ROW][C]130[/C][C]0.999904245586163[/C][C]0.000191508827674992[/C][C]9.57544138374961e-05[/C][/ROW]
[ROW][C]131[/C][C]0.99986780833353[/C][C]0.000264383332940143[/C][C]0.000132191666470071[/C][/ROW]
[ROW][C]132[/C][C]0.999943426634386[/C][C]0.000113146731228388[/C][C]5.65733656141939e-05[/C][/ROW]
[ROW][C]133[/C][C]0.999920909932602[/C][C]0.000158180134795818[/C][C]7.90900673979092e-05[/C][/ROW]
[ROW][C]134[/C][C]0.999931949786583[/C][C]0.000136100426833496[/C][C]6.80502134167481e-05[/C][/ROW]
[ROW][C]135[/C][C]0.99993439382938[/C][C]0.000131212341240516[/C][C]6.56061706202581e-05[/C][/ROW]
[ROW][C]136[/C][C]0.999975998394368[/C][C]4.80032112643586e-05[/C][C]2.40016056321793e-05[/C][/ROW]
[ROW][C]137[/C][C]0.99996598236672[/C][C]6.80352665595296e-05[/C][C]3.40176332797648e-05[/C][/ROW]
[ROW][C]138[/C][C]0.999987639980726[/C][C]2.47200385486423e-05[/C][C]1.23600192743211e-05[/C][/ROW]
[ROW][C]139[/C][C]0.999984298332685[/C][C]3.1403334630409e-05[/C][C]1.57016673152045e-05[/C][/ROW]
[ROW][C]140[/C][C]0.999978551010384[/C][C]4.28979792328732e-05[/C][C]2.14489896164366e-05[/C][/ROW]
[ROW][C]141[/C][C]0.999974834014917[/C][C]5.03319701649203e-05[/C][C]2.51659850824602e-05[/C][/ROW]
[ROW][C]142[/C][C]0.999966739935896[/C][C]6.652012820784e-05[/C][C]3.326006410392e-05[/C][/ROW]
[ROW][C]143[/C][C]0.999959565346979[/C][C]8.08693060426474e-05[/C][C]4.04346530213237e-05[/C][/ROW]
[ROW][C]144[/C][C]0.999944135517434[/C][C]0.000111728965131738[/C][C]5.58644825658691e-05[/C][/ROW]
[ROW][C]145[/C][C]0.999922876718938[/C][C]0.00015424656212492[/C][C]7.712328106246e-05[/C][/ROW]
[ROW][C]146[/C][C]0.999894562031356[/C][C]0.000210875937289076[/C][C]0.000105437968644538[/C][/ROW]
[ROW][C]147[/C][C]0.999867904234351[/C][C]0.000264191531298613[/C][C]0.000132095765649307[/C][/ROW]
[ROW][C]148[/C][C]0.999816649533038[/C][C]0.000366700933923882[/C][C]0.000183350466961941[/C][/ROW]
[ROW][C]149[/C][C]0.999764279232265[/C][C]0.000471441535469916[/C][C]0.000235720767734958[/C][/ROW]
[ROW][C]150[/C][C]0.999693507915534[/C][C]0.000612984168931165[/C][C]0.000306492084465582[/C][/ROW]
[ROW][C]151[/C][C]0.999724618559803[/C][C]0.000550762880393257[/C][C]0.000275381440196628[/C][/ROW]
[ROW][C]152[/C][C]0.999629819250313[/C][C]0.000740361499374167[/C][C]0.000370180749687084[/C][/ROW]
[ROW][C]153[/C][C]0.999514055832685[/C][C]0.000971888334629565[/C][C]0.000485944167314783[/C][/ROW]
[ROW][C]154[/C][C]0.999791475267891[/C][C]0.000417049464217127[/C][C]0.000208524732108564[/C][/ROW]
[ROW][C]155[/C][C]0.999729188899033[/C][C]0.000541622201934737[/C][C]0.000270811100967368[/C][/ROW]
[ROW][C]156[/C][C]0.999858282336114[/C][C]0.000283435327772456[/C][C]0.000141717663886228[/C][/ROW]
[ROW][C]157[/C][C]0.999827306999113[/C][C]0.000345386001773973[/C][C]0.000172693000886987[/C][/ROW]
[ROW][C]158[/C][C]0.999828509947425[/C][C]0.000342980105149913[/C][C]0.000171490052574957[/C][/ROW]
[ROW][C]159[/C][C]0.99978189132849[/C][C]0.000436217343020244[/C][C]0.000218108671510122[/C][/ROW]
[ROW][C]160[/C][C]0.9999726428174[/C][C]5.47143652004297e-05[/C][C]2.73571826002148e-05[/C][/ROW]
[ROW][C]161[/C][C]0.999992679111119[/C][C]1.4641777761346e-05[/C][C]7.32088888067298e-06[/C][/ROW]
[ROW][C]162[/C][C]0.999989174252202[/C][C]2.16514955958412e-05[/C][C]1.08257477979206e-05[/C][/ROW]
[ROW][C]163[/C][C]0.99999216489833[/C][C]1.56702033395463e-05[/C][C]7.83510166977317e-06[/C][/ROW]
[ROW][C]164[/C][C]0.999997335827224[/C][C]5.32834555135677e-06[/C][C]2.66417277567839e-06[/C][/ROW]
[ROW][C]165[/C][C]0.999996250389272[/C][C]7.49922145632422e-06[/C][C]3.74961072816211e-06[/C][/ROW]
[ROW][C]166[/C][C]0.999996469985381[/C][C]7.06002923750952e-06[/C][C]3.53001461875476e-06[/C][/ROW]
[ROW][C]167[/C][C]0.999994797338728[/C][C]1.0405322543227e-05[/C][C]5.2026612716135e-06[/C][/ROW]
[ROW][C]168[/C][C]0.999992418073325[/C][C]1.51638533504496e-05[/C][C]7.58192667522478e-06[/C][/ROW]
[ROW][C]169[/C][C]0.999989917722943[/C][C]2.01645541136083e-05[/C][C]1.00822770568041e-05[/C][/ROW]
[ROW][C]170[/C][C]0.999999820828996[/C][C]3.5834200770035e-07[/C][C]1.79171003850175e-07[/C][/ROW]
[ROW][C]171[/C][C]0.99999999289445[/C][C]1.42111005843777e-08[/C][C]7.10555029218887e-09[/C][/ROW]
[ROW][C]172[/C][C]0.999999989289381[/C][C]2.1421237765651e-08[/C][C]1.07106188828255e-08[/C][/ROW]
[ROW][C]173[/C][C]0.999999995069657[/C][C]9.86068694879578e-09[/C][C]4.93034347439789e-09[/C][/ROW]
[ROW][C]174[/C][C]0.999999995236104[/C][C]9.52779246833074e-09[/C][C]4.76389623416537e-09[/C][/ROW]
[ROW][C]175[/C][C]0.999999999996385[/C][C]7.22944370355082e-12[/C][C]3.61472185177541e-12[/C][/ROW]
[ROW][C]176[/C][C]0.999999999999526[/C][C]9.48479032506997e-13[/C][C]4.74239516253498e-13[/C][/ROW]
[ROW][C]177[/C][C]0.999999999999197[/C][C]1.60507350345235e-12[/C][C]8.02536751726175e-13[/C][/ROW]
[ROW][C]178[/C][C]0.999999999998559[/C][C]2.88206428988766e-12[/C][C]1.44103214494383e-12[/C][/ROW]
[ROW][C]179[/C][C]0.99999999999837[/C][C]3.26089309616618e-12[/C][C]1.63044654808309e-12[/C][/ROW]
[ROW][C]180[/C][C]0.999999999999369[/C][C]1.26191054271684e-12[/C][C]6.3095527135842e-13[/C][/ROW]
[ROW][C]181[/C][C]0.99999999999903[/C][C]1.94045873021031e-12[/C][C]9.70229365105155e-13[/C][/ROW]
[ROW][C]182[/C][C]0.999999999999856[/C][C]2.88012959654748e-13[/C][C]1.44006479827374e-13[/C][/ROW]
[ROW][C]183[/C][C]0.999999999999706[/C][C]5.87657101480523e-13[/C][C]2.93828550740261e-13[/C][/ROW]
[ROW][C]184[/C][C]0.999999999999815[/C][C]3.70325946541233e-13[/C][C]1.85162973270617e-13[/C][/ROW]
[ROW][C]185[/C][C]0.999999999999795[/C][C]4.09718534839365e-13[/C][C]2.04859267419683e-13[/C][/ROW]
[ROW][C]186[/C][C]0.999999999999627[/C][C]7.4548771603826e-13[/C][C]3.7274385801913e-13[/C][/ROW]
[ROW][C]187[/C][C]0.999999999999287[/C][C]1.42593310482354e-12[/C][C]7.12966552411771e-13[/C][/ROW]
[ROW][C]188[/C][C]0.999999999998573[/C][C]2.85398305893593e-12[/C][C]1.42699152946797e-12[/C][/ROW]
[ROW][C]189[/C][C]0.999999999999253[/C][C]1.49454216244596e-12[/C][C]7.4727108122298e-13[/C][/ROW]
[ROW][C]190[/C][C]0.999999999998565[/C][C]2.86927794729407e-12[/C][C]1.43463897364704e-12[/C][/ROW]
[ROW][C]191[/C][C]0.999999999999372[/C][C]1.25693327013197e-12[/C][C]6.28466635065984e-13[/C][/ROW]
[ROW][C]192[/C][C]0.999999999999135[/C][C]1.72911662404366e-12[/C][C]8.64558312021832e-13[/C][/ROW]
[ROW][C]193[/C][C]0.999999999998419[/C][C]3.16098426303075e-12[/C][C]1.58049213151538e-12[/C][/ROW]
[ROW][C]194[/C][C]0.999999999996891[/C][C]6.21706172155129e-12[/C][C]3.10853086077565e-12[/C][/ROW]
[ROW][C]195[/C][C]0.999999999995868[/C][C]8.2632638978323e-12[/C][C]4.13163194891615e-12[/C][/ROW]
[ROW][C]196[/C][C]0.99999999999261[/C][C]1.4779418432607e-11[/C][C]7.38970921630351e-12[/C][/ROW]
[ROW][C]197[/C][C]0.999999999985225[/C][C]2.95502703731997e-11[/C][C]1.47751351865998e-11[/C][/ROW]
[ROW][C]198[/C][C]0.999999999973324[/C][C]5.33522100494497e-11[/C][C]2.66761050247249e-11[/C][/ROW]
[ROW][C]199[/C][C]0.999999999947911[/C][C]1.0417859711051e-10[/C][C]5.20892985552551e-11[/C][/ROW]
[ROW][C]200[/C][C]0.999999999907531[/C][C]1.84937902942834e-10[/C][C]9.24689514714172e-11[/C][/ROW]
[ROW][C]201[/C][C]0.999999999846744[/C][C]3.06512477765419e-10[/C][C]1.53256238882709e-10[/C][/ROW]
[ROW][C]202[/C][C]0.999999999712078[/C][C]5.75844249723542e-10[/C][C]2.87922124861771e-10[/C][/ROW]
[ROW][C]203[/C][C]0.999999999632868[/C][C]7.34264447193301e-10[/C][C]3.6713222359665e-10[/C][/ROW]
[ROW][C]204[/C][C]0.999999999372051[/C][C]1.25589814372735e-09[/C][C]6.27949071863676e-10[/C][/ROW]
[ROW][C]205[/C][C]0.999999998841838[/C][C]2.31632491617132e-09[/C][C]1.15816245808566e-09[/C][/ROW]
[ROW][C]206[/C][C]0.999999998227984[/C][C]3.54403225459575e-09[/C][C]1.77201612729788e-09[/C][/ROW]
[ROW][C]207[/C][C]0.999999997071596[/C][C]5.85680859064742e-09[/C][C]2.92840429532371e-09[/C][/ROW]
[ROW][C]208[/C][C]0.999999999987549[/C][C]2.49019962748212e-11[/C][C]1.24509981374106e-11[/C][/ROW]
[ROW][C]209[/C][C]0.999999999994635[/C][C]1.07292890263834e-11[/C][C]5.36464451319171e-12[/C][/ROW]
[ROW][C]210[/C][C]0.999999999993293[/C][C]1.34147834053233e-11[/C][C]6.70739170266163e-12[/C][/ROW]
[ROW][C]211[/C][C]0.999999999991593[/C][C]1.68144930288788e-11[/C][C]8.4072465144394e-12[/C][/ROW]
[ROW][C]212[/C][C]0.999999999995511[/C][C]8.9772635507966e-12[/C][C]4.4886317753983e-12[/C][/ROW]
[ROW][C]213[/C][C]0.999999999990598[/C][C]1.88047409497734e-11[/C][C]9.40237047488669e-12[/C][/ROW]
[ROW][C]214[/C][C]0.999999999980768[/C][C]3.84646510653357e-11[/C][C]1.92323255326679e-11[/C][/ROW]
[ROW][C]215[/C][C]0.999999999963677[/C][C]7.26464774640001e-11[/C][C]3.63232387320001e-11[/C][/ROW]
[ROW][C]216[/C][C]0.999999999938766[/C][C]1.22468332920878e-10[/C][C]6.12341664604392e-11[/C][/ROW]
[ROW][C]217[/C][C]0.999999999908591[/C][C]1.82817536101683e-10[/C][C]9.14087680508413e-11[/C][/ROW]
[ROW][C]218[/C][C]0.999999999808233[/C][C]3.83534095363601e-10[/C][C]1.91767047681801e-10[/C][/ROW]
[ROW][C]219[/C][C]0.999999999605001[/C][C]7.89997998403947e-10[/C][C]3.94998999201974e-10[/C][/ROW]
[ROW][C]220[/C][C]0.999999999603949[/C][C]7.92101829778378e-10[/C][C]3.96050914889189e-10[/C][/ROW]
[ROW][C]221[/C][C]0.99999999919239[/C][C]1.61522084249352e-09[/C][C]8.07610421246758e-10[/C][/ROW]
[ROW][C]222[/C][C]0.999999998395972[/C][C]3.20805550295346e-09[/C][C]1.60402775147673e-09[/C][/ROW]
[ROW][C]223[/C][C]0.999999997170814[/C][C]5.65837259262761e-09[/C][C]2.82918629631381e-09[/C][/ROW]
[ROW][C]224[/C][C]0.999999994301016[/C][C]1.13979678031559e-08[/C][C]5.69898390157795e-09[/C][/ROW]
[ROW][C]225[/C][C]0.999999992140098[/C][C]1.57198038286966e-08[/C][C]7.8599019143483e-09[/C][/ROW]
[ROW][C]226[/C][C]0.999999990881746[/C][C]1.82365080370606e-08[/C][C]9.11825401853032e-09[/C][/ROW]
[ROW][C]227[/C][C]0.999999985428519[/C][C]2.91429615854166e-08[/C][C]1.45714807927083e-08[/C][/ROW]
[ROW][C]228[/C][C]0.999999984217013[/C][C]3.1565973225311e-08[/C][C]1.57829866126555e-08[/C][/ROW]
[ROW][C]229[/C][C]0.999999972554515[/C][C]5.48909709288442e-08[/C][C]2.74454854644221e-08[/C][/ROW]
[ROW][C]230[/C][C]0.999999956868711[/C][C]8.62625771648291e-08[/C][C]4.31312885824146e-08[/C][/ROW]
[ROW][C]231[/C][C]0.999999952325817[/C][C]9.5348366232912e-08[/C][C]4.7674183116456e-08[/C][/ROW]
[ROW][C]232[/C][C]0.999999906701605[/C][C]1.8659679066849e-07[/C][C]9.32983953342451e-08[/C][/ROW]
[ROW][C]233[/C][C]0.999999818429674[/C][C]3.63140651405141e-07[/C][C]1.81570325702571e-07[/C][/ROW]
[ROW][C]234[/C][C]0.999999671906565[/C][C]6.56186870818221e-07[/C][C]3.2809343540911e-07[/C][/ROW]
[ROW][C]235[/C][C]0.9999996739436[/C][C]6.5211280075562e-07[/C][C]3.2605640037781e-07[/C][/ROW]
[ROW][C]236[/C][C]0.999999789539452[/C][C]4.20921096564341e-07[/C][C]2.10460548282171e-07[/C][/ROW]
[ROW][C]237[/C][C]0.999999998938145[/C][C]2.12370954649426e-09[/C][C]1.06185477324713e-09[/C][/ROW]
[ROW][C]238[/C][C]0.999999998633203[/C][C]2.73359501685696e-09[/C][C]1.36679750842848e-09[/C][/ROW]
[ROW][C]239[/C][C]0.999999996846752[/C][C]6.30649647409223e-09[/C][C]3.15324823704611e-09[/C][/ROW]
[ROW][C]240[/C][C]0.999999998097187[/C][C]3.80562666291279e-09[/C][C]1.90281333145639e-09[/C][/ROW]
[ROW][C]241[/C][C]0.99999999741818[/C][C]5.16363999596115e-09[/C][C]2.58181999798058e-09[/C][/ROW]
[ROW][C]242[/C][C]0.999999997746569[/C][C]4.50686247536187e-09[/C][C]2.25343123768094e-09[/C][/ROW]
[ROW][C]243[/C][C]0.999999999758326[/C][C]4.83348707654454e-10[/C][C]2.41674353827227e-10[/C][/ROW]
[ROW][C]244[/C][C]0.999999999659726[/C][C]6.80547335122415e-10[/C][C]3.40273667561207e-10[/C][/ROW]
[ROW][C]245[/C][C]0.999999999127323[/C][C]1.74535501304419e-09[/C][C]8.72677506522093e-10[/C][/ROW]
[ROW][C]246[/C][C]0.999999997934379[/C][C]4.13124262889762e-09[/C][C]2.06562131444881e-09[/C][/ROW]
[ROW][C]247[/C][C]0.999999995227664[/C][C]9.54467251494698e-09[/C][C]4.77233625747349e-09[/C][/ROW]
[ROW][C]248[/C][C]0.999999990293453[/C][C]1.94130930946973e-08[/C][C]9.70654654734864e-09[/C][/ROW]
[ROW][C]249[/C][C]0.999999979670636[/C][C]4.06587278522451e-08[/C][C]2.03293639261226e-08[/C][/ROW]
[ROW][C]250[/C][C]0.999999962253498[/C][C]7.5493004894246e-08[/C][C]3.7746502447123e-08[/C][/ROW]
[ROW][C]251[/C][C]0.999999979652102[/C][C]4.06957958121965e-08[/C][C]2.03478979060983e-08[/C][/ROW]
[ROW][C]252[/C][C]0.99999995193472[/C][C]9.61305599583983e-08[/C][C]4.80652799791991e-08[/C][/ROW]
[ROW][C]253[/C][C]0.999999895907562[/C][C]2.08184875829191e-07[/C][C]1.04092437914595e-07[/C][/ROW]
[ROW][C]254[/C][C]0.999999765979109[/C][C]4.68041782033565e-07[/C][C]2.34020891016782e-07[/C][/ROW]
[ROW][C]255[/C][C]0.999999514316004[/C][C]9.71367991068415e-07[/C][C]4.85683995534208e-07[/C][/ROW]
[ROW][C]256[/C][C]0.999998926236053[/C][C]2.14752789356642e-06[/C][C]1.07376394678321e-06[/C][/ROW]
[ROW][C]257[/C][C]0.999998485808165[/C][C]3.02838367084983e-06[/C][C]1.51419183542492e-06[/C][/ROW]
[ROW][C]258[/C][C]0.999996876239937[/C][C]6.24752012504053e-06[/C][C]3.12376006252026e-06[/C][/ROW]
[ROW][C]259[/C][C]0.999992822163768[/C][C]1.43556724637016e-05[/C][C]7.1778362318508e-06[/C][/ROW]
[ROW][C]260[/C][C]0.999989460301962[/C][C]2.10793960761232e-05[/C][C]1.05396980380616e-05[/C][/ROW]
[ROW][C]261[/C][C]0.999989485606811[/C][C]2.10287863782646e-05[/C][C]1.05143931891323e-05[/C][/ROW]
[ROW][C]262[/C][C]0.99997718380963[/C][C]4.563238074044e-05[/C][C]2.281619037022e-05[/C][/ROW]
[ROW][C]263[/C][C]0.999948998691731[/C][C]0.000102002616537338[/C][C]5.10013082686691e-05[/C][/ROW]
[ROW][C]264[/C][C]0.999929903900349[/C][C]0.000140192199301172[/C][C]7.00960996505862e-05[/C][/ROW]
[ROW][C]265[/C][C]0.999909074057493[/C][C]0.000181851885014428[/C][C]9.09259425072141e-05[/C][/ROW]
[ROW][C]266[/C][C]0.999800304415587[/C][C]0.000399391168826559[/C][C]0.00019969558441328[/C][/ROW]
[ROW][C]267[/C][C]0.999869678394444[/C][C]0.000260643211111865[/C][C]0.000130321605555933[/C][/ROW]
[ROW][C]268[/C][C]0.999852430140722[/C][C]0.000295139718555132[/C][C]0.000147569859277566[/C][/ROW]
[ROW][C]269[/C][C]0.999978591597598[/C][C]4.28168048040414e-05[/C][C]2.14084024020207e-05[/C][/ROW]
[ROW][C]270[/C][C]0.999974334137712[/C][C]5.13317245761953e-05[/C][C]2.56658622880976e-05[/C][/ROW]
[ROW][C]271[/C][C]0.999924181938871[/C][C]0.000151636122257267[/C][C]7.58180611286334e-05[/C][/ROW]
[ROW][C]272[/C][C]0.999781377905117[/C][C]0.00043724418976648[/C][C]0.00021862209488324[/C][/ROW]
[ROW][C]273[/C][C]0.999417387807147[/C][C]0.0011652243857053[/C][C]0.000582612192852652[/C][/ROW]
[ROW][C]274[/C][C]0.998439641741172[/C][C]0.00312071651765659[/C][C]0.0015603582588283[/C][/ROW]
[ROW][C]275[/C][C]0.996016041409062[/C][C]0.00796791718187558[/C][C]0.00398395859093779[/C][/ROW]
[ROW][C]276[/C][C]0.995943045357275[/C][C]0.00811390928544924[/C][C]0.00405695464272462[/C][/ROW]
[ROW][C]277[/C][C]0.990175370718788[/C][C]0.0196492585624242[/C][C]0.00982462928121209[/C][/ROW]
[ROW][C]278[/C][C]0.985792215612066[/C][C]0.0284155687758689[/C][C]0.0142077843879344[/C][/ROW]
[ROW][C]279[/C][C]0.964145677147959[/C][C]0.0717086457040823[/C][C]0.0358543228520412[/C][/ROW]
[ROW][C]280[/C][C]0.951382725499444[/C][C]0.097234549001111[/C][C]0.0486172745005555[/C][/ROW]
[ROW][C]281[/C][C]0.875010522802337[/C][C]0.249978954395327[/C][C]0.124989477197663[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=203594&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203594&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
80.9918449503041060.01631009939178820.0081550496958941
90.9852530540790.0294938918420010.0147469459210005
100.9719997956972920.05600040860541630.0280002043027082
110.9613736143789760.07725277124204830.0386263856210242
120.9523657990586950.09526840188261030.0476342009413051
130.9520306696967290.09593866060654260.0479693303032713
140.9257414714613660.1485170570772690.0742585285386344
150.8969663606197490.2060672787605020.103033639380251
160.8582157855994140.2835684288011710.141784214400586
170.8435391649148710.3129216701702580.156460835085129
180.8032989551074410.3934020897851190.196701044892559
190.7782352013744220.4435295972511550.221764798625578
200.8463601719040780.3072796561918440.153639828095922
210.8418586876320720.3162826247358550.158141312367928
220.7960426682910020.4079146634179960.203957331708998
230.9917607298559450.01647854028810980.00823927014405489
240.9882353925756560.02352921484868830.0117646074243442
250.9849486465172970.03010270696540560.0150513534827028
260.9977038371007550.004592325798489540.00229616289924477
270.9972125199988710.005574960002258250.00278748000112913
280.9957316962852180.008536607429565030.00426830371478252
290.9936604247910880.0126791504178250.00633957520891249
300.9907457895639960.01850842087200770.00925421043600384
310.9873339447203310.0253321105593380.012666055279669
320.9827066096094110.03458678078117730.0172933903905886
330.9793927624528710.04121447509425840.0206072375471292
340.9746734319097210.05065313618055870.0253265680902794
350.9698434853170750.06031302936585060.0301565146829253
360.9791859307760870.04162813844782540.0208140692239127
370.9723110096422310.05537798071553720.0276889903577686
380.9756935816182760.04861283676344730.0243064183817236
390.9951122366913840.009775526617232320.00488776330861616
400.9947677171758550.01046456564829020.00523228282414508
410.9927094963517150.01458100729657090.00729050364828547
420.9903971778309880.0192056443380230.00960282216901152
430.9938127993265120.01237440134697680.00618720067348842
440.991501625995480.01699674800903930.00849837400451966
450.9917199755133790.01656004897324150.00828002448662073
460.9891368108514270.02172637829714550.0108631891485727
470.985466960867320.02906607826535930.0145330391326797
480.9816895632415130.03662087351697390.018310436758487
490.9761050555868580.0477898888262840.023894944413142
500.9765895017083250.04682099658335070.0234104982916753
510.9987407969441210.002518406111758490.00125920305587924
520.9982920154769020.0034159690461960.001707984523098
530.99807149300340.003857013993200170.00192850699660009
540.9974232411030370.005153517793925880.00257675889696294
550.9971311397797870.00573772044042550.00286886022021275
560.9963662666035380.007267466792924780.00363373339646239
570.9955230333915070.008953933216986080.00447696660849304
580.9947676931150820.01046461376983630.00523230688491817
590.9930108218931440.0139783562137110.00698917810685552
600.9909968501894320.01800629962113550.00900314981056777
610.9925947567938480.01481048641230480.00740524320615241
620.9903922541794220.01921549164115560.00960774582057781
630.9932798770068290.01344024598634140.00672012299317069
640.9913038565957350.01739228680853070.00869614340426533
650.9901814165031490.01963716699370310.00981858349685153
660.9890259533081830.02194809338363310.0109740466918165
670.9865945881626780.02681082367464350.0134054118373217
680.9836545523977530.03269089520449330.0163454476022467
690.9803045668968350.03939086620633030.0196954331031652
700.9752297862341610.04954042753167890.0247702137658394
710.9754014573523390.04919708529532230.0245985426476611
720.9820654275775830.03586914484483360.0179345724224168
730.9776419349162340.04471613016753160.0223580650837658
740.9838276475539620.03234470489207560.0161723524460378
750.9853829265738650.02923414685227080.0146170734261354
760.9861469821595420.02770603568091650.0138530178404582
770.9963221427731630.007355714453673030.00367785722683652
780.9952189721868850.009562055626229060.00478102781311453
790.994019754625310.011960490749380.00598024537468998
800.992347976055680.015304047888640.00765202394432002
810.9903228940829750.01935421183404970.00967710591702483
820.9937877306105220.0124245387789560.00621226938947801
830.994213246367760.01157350726447910.00578675363223953
840.9942931843099670.01141363138006560.00570681569003278
850.9932056840278570.01358863194428540.00679431597214268
860.9952545804531950.009490839093610830.00474541954680541
870.9939483896514770.01210322069704690.00605161034852343
880.9922547667750830.01549046644983340.00774523322491671
890.9970819535811110.005836092837778150.00291804641888907
900.9964306931630620.007138613673876030.00356930683693801
910.9957218852310120.00855622953797590.00427811476898795
920.9945663710518910.01086725789621720.00543362894810861
930.993476634566520.01304673086696080.00652336543348041
940.9925759486183770.01484810276324680.00742405138162339
950.9906010226313150.01879795473737020.00939897736868512
960.9936551106520350.01268977869593010.00634488934796505
970.9929117009953220.01417659800935660.00708829900467829
980.9996162311823110.0007675376353770590.00038376881768853
990.9995277638197130.0009444723605741830.000472236180287091
1000.9996528230046490.0006943539907027670.000347176995351384
1010.9995663169360720.0008673661278560720.000433683063928036
1020.9994273748702750.001145250259450370.000572625129725187
1030.9998123237688220.0003753524623565280.000187676231178264
1040.9997543030289510.0004913939420978060.000245696971048903
1050.9996947275675570.0006105448648866490.000305272432443324
1060.9995870798143680.0008258403712642890.000412920185632145
1070.9995299957769210.0009400084461573740.000470004223078687
1080.9994081214500340.001183757099932250.000591878549966125
1090.999622663394920.0007546732101603630.000377336605080182
1100.9995122536979790.0009754926040415220.000487746302020761
1110.9993511567320420.001297686535916680.00064884326795834
1120.9996438921621730.0007122156756547240.000356107837827362
1130.9995431185405970.0009137629188052980.000456881459402649
1140.9993911849186370.001217630162725260.000608815081362632
1150.9995987771022970.0008024457954056380.000401222897702819
1160.9994559593205990.001088081358801670.000544040679400833
1170.9994576621570910.00108467568581760.000542337842908798
1180.999773333321820.0004533333563606380.000226666678180319
1190.9997002176682950.0005995646634107970.000299782331705398
1200.9996330414981260.000733917003747580.00036695850187379
1210.9995078118649480.0009843762701037850.000492188135051893
1220.9996002209245430.0007995581509141040.000399779075457052
1230.9994639086516790.001072182696641060.000536091348320529
1240.9999175501579730.0001648996840545298.24498420272645e-05
1250.999972114795635.57704087401029e-052.78852043700515e-05
1260.9999610137281527.79725436965284e-053.89862718482642e-05
1270.9999455607350340.0001088785299328525.44392649664261e-05
1280.9999439902443580.0001120195112846945.60097556423471e-05
1290.999931293643550.0001374127128995636.87063564497816e-05
1300.9999042455861630.0001915088276749929.57544138374961e-05
1310.999867808333530.0002643833329401430.000132191666470071
1320.9999434266343860.0001131467312283885.65733656141939e-05
1330.9999209099326020.0001581801347958187.90900673979092e-05
1340.9999319497865830.0001361004268334966.80502134167481e-05
1350.999934393829380.0001312123412405166.56061706202581e-05
1360.9999759983943684.80032112643586e-052.40016056321793e-05
1370.999965982366726.80352665595296e-053.40176332797648e-05
1380.9999876399807262.47200385486423e-051.23600192743211e-05
1390.9999842983326853.1403334630409e-051.57016673152045e-05
1400.9999785510103844.28979792328732e-052.14489896164366e-05
1410.9999748340149175.03319701649203e-052.51659850824602e-05
1420.9999667399358966.652012820784e-053.326006410392e-05
1430.9999595653469798.08693060426474e-054.04346530213237e-05
1440.9999441355174340.0001117289651317385.58644825658691e-05
1450.9999228767189380.000154246562124927.712328106246e-05
1460.9998945620313560.0002108759372890760.000105437968644538
1470.9998679042343510.0002641915312986130.000132095765649307
1480.9998166495330380.0003667009339238820.000183350466961941
1490.9997642792322650.0004714415354699160.000235720767734958
1500.9996935079155340.0006129841689311650.000306492084465582
1510.9997246185598030.0005507628803932570.000275381440196628
1520.9996298192503130.0007403614993741670.000370180749687084
1530.9995140558326850.0009718883346295650.000485944167314783
1540.9997914752678910.0004170494642171270.000208524732108564
1550.9997291888990330.0005416222019347370.000270811100967368
1560.9998582823361140.0002834353277724560.000141717663886228
1570.9998273069991130.0003453860017739730.000172693000886987
1580.9998285099474250.0003429801051499130.000171490052574957
1590.999781891328490.0004362173430202440.000218108671510122
1600.99997264281745.47143652004297e-052.73571826002148e-05
1610.9999926791111191.4641777761346e-057.32088888067298e-06
1620.9999891742522022.16514955958412e-051.08257477979206e-05
1630.999992164898331.56702033395463e-057.83510166977317e-06
1640.9999973358272245.32834555135677e-062.66417277567839e-06
1650.9999962503892727.49922145632422e-063.74961072816211e-06
1660.9999964699853817.06002923750952e-063.53001461875476e-06
1670.9999947973387281.0405322543227e-055.2026612716135e-06
1680.9999924180733251.51638533504496e-057.58192667522478e-06
1690.9999899177229432.01645541136083e-051.00822770568041e-05
1700.9999998208289963.5834200770035e-071.79171003850175e-07
1710.999999992894451.42111005843777e-087.10555029218887e-09
1720.9999999892893812.1421237765651e-081.07106188828255e-08
1730.9999999950696579.86068694879578e-094.93034347439789e-09
1740.9999999952361049.52779246833074e-094.76389623416537e-09
1750.9999999999963857.22944370355082e-123.61472185177541e-12
1760.9999999999995269.48479032506997e-134.74239516253498e-13
1770.9999999999991971.60507350345235e-128.02536751726175e-13
1780.9999999999985592.88206428988766e-121.44103214494383e-12
1790.999999999998373.26089309616618e-121.63044654808309e-12
1800.9999999999993691.26191054271684e-126.3095527135842e-13
1810.999999999999031.94045873021031e-129.70229365105155e-13
1820.9999999999998562.88012959654748e-131.44006479827374e-13
1830.9999999999997065.87657101480523e-132.93828550740261e-13
1840.9999999999998153.70325946541233e-131.85162973270617e-13
1850.9999999999997954.09718534839365e-132.04859267419683e-13
1860.9999999999996277.4548771603826e-133.7274385801913e-13
1870.9999999999992871.42593310482354e-127.12966552411771e-13
1880.9999999999985732.85398305893593e-121.42699152946797e-12
1890.9999999999992531.49454216244596e-127.4727108122298e-13
1900.9999999999985652.86927794729407e-121.43463897364704e-12
1910.9999999999993721.25693327013197e-126.28466635065984e-13
1920.9999999999991351.72911662404366e-128.64558312021832e-13
1930.9999999999984193.16098426303075e-121.58049213151538e-12
1940.9999999999968916.21706172155129e-123.10853086077565e-12
1950.9999999999958688.2632638978323e-124.13163194891615e-12
1960.999999999992611.4779418432607e-117.38970921630351e-12
1970.9999999999852252.95502703731997e-111.47751351865998e-11
1980.9999999999733245.33522100494497e-112.66761050247249e-11
1990.9999999999479111.0417859711051e-105.20892985552551e-11
2000.9999999999075311.84937902942834e-109.24689514714172e-11
2010.9999999998467443.06512477765419e-101.53256238882709e-10
2020.9999999997120785.75844249723542e-102.87922124861771e-10
2030.9999999996328687.34264447193301e-103.6713222359665e-10
2040.9999999993720511.25589814372735e-096.27949071863676e-10
2050.9999999988418382.31632491617132e-091.15816245808566e-09
2060.9999999982279843.54403225459575e-091.77201612729788e-09
2070.9999999970715965.85680859064742e-092.92840429532371e-09
2080.9999999999875492.49019962748212e-111.24509981374106e-11
2090.9999999999946351.07292890263834e-115.36464451319171e-12
2100.9999999999932931.34147834053233e-116.70739170266163e-12
2110.9999999999915931.68144930288788e-118.4072465144394e-12
2120.9999999999955118.9772635507966e-124.4886317753983e-12
2130.9999999999905981.88047409497734e-119.40237047488669e-12
2140.9999999999807683.84646510653357e-111.92323255326679e-11
2150.9999999999636777.26464774640001e-113.63232387320001e-11
2160.9999999999387661.22468332920878e-106.12341664604392e-11
2170.9999999999085911.82817536101683e-109.14087680508413e-11
2180.9999999998082333.83534095363601e-101.91767047681801e-10
2190.9999999996050017.89997998403947e-103.94998999201974e-10
2200.9999999996039497.92101829778378e-103.96050914889189e-10
2210.999999999192391.61522084249352e-098.07610421246758e-10
2220.9999999983959723.20805550295346e-091.60402775147673e-09
2230.9999999971708145.65837259262761e-092.82918629631381e-09
2240.9999999943010161.13979678031559e-085.69898390157795e-09
2250.9999999921400981.57198038286966e-087.8599019143483e-09
2260.9999999908817461.82365080370606e-089.11825401853032e-09
2270.9999999854285192.91429615854166e-081.45714807927083e-08
2280.9999999842170133.1565973225311e-081.57829866126555e-08
2290.9999999725545155.48909709288442e-082.74454854644221e-08
2300.9999999568687118.62625771648291e-084.31312885824146e-08
2310.9999999523258179.5348366232912e-084.7674183116456e-08
2320.9999999067016051.8659679066849e-079.32983953342451e-08
2330.9999998184296743.63140651405141e-071.81570325702571e-07
2340.9999996719065656.56186870818221e-073.2809343540911e-07
2350.99999967394366.5211280075562e-073.2605640037781e-07
2360.9999997895394524.20921096564341e-072.10460548282171e-07
2370.9999999989381452.12370954649426e-091.06185477324713e-09
2380.9999999986332032.73359501685696e-091.36679750842848e-09
2390.9999999968467526.30649647409223e-093.15324823704611e-09
2400.9999999980971873.80562666291279e-091.90281333145639e-09
2410.999999997418185.16363999596115e-092.58181999798058e-09
2420.9999999977465694.50686247536187e-092.25343123768094e-09
2430.9999999997583264.83348707654454e-102.41674353827227e-10
2440.9999999996597266.80547335122415e-103.40273667561207e-10
2450.9999999991273231.74535501304419e-098.72677506522093e-10
2460.9999999979343794.13124262889762e-092.06562131444881e-09
2470.9999999952276649.54467251494698e-094.77233625747349e-09
2480.9999999902934531.94130930946973e-089.70654654734864e-09
2490.9999999796706364.06587278522451e-082.03293639261226e-08
2500.9999999622534987.5493004894246e-083.7746502447123e-08
2510.9999999796521024.06957958121965e-082.03478979060983e-08
2520.999999951934729.61305599583983e-084.80652799791991e-08
2530.9999998959075622.08184875829191e-071.04092437914595e-07
2540.9999997659791094.68041782033565e-072.34020891016782e-07
2550.9999995143160049.71367991068415e-074.85683995534208e-07
2560.9999989262360532.14752789356642e-061.07376394678321e-06
2570.9999984858081653.02838367084983e-061.51419183542492e-06
2580.9999968762399376.24752012504053e-063.12376006252026e-06
2590.9999928221637681.43556724637016e-057.1778362318508e-06
2600.9999894603019622.10793960761232e-051.05396980380616e-05
2610.9999894856068112.10287863782646e-051.05143931891323e-05
2620.999977183809634.563238074044e-052.281619037022e-05
2630.9999489986917310.0001020026165373385.10013082686691e-05
2640.9999299039003490.0001401921993011727.00960996505862e-05
2650.9999090740574930.0001818518850144289.09259425072141e-05
2660.9998003044155870.0003993911688265590.00019969558441328
2670.9998696783944440.0002606432111118650.000130321605555933
2680.9998524301407220.0002951397185551320.000147569859277566
2690.9999785915975984.28168048040414e-052.14084024020207e-05
2700.9999743341377125.13317245761953e-052.56658622880976e-05
2710.9999241819388710.0001516361222572677.58180611286334e-05
2720.9997813779051170.000437244189766480.00021862209488324
2730.9994173878071470.00116522438570530.000582612192852652
2740.9984396417411720.003120716517656590.0015603582588283
2750.9960160414090620.007967917181875580.00398395859093779
2760.9959430453572750.008113909285449240.00405695464272462
2770.9901753707187880.01964925856242420.00982462928121209
2780.9857922156120660.02841556877586890.0142077843879344
2790.9641456771479590.07170864570408230.0358543228520412
2800.9513827254994440.0972345490011110.0486172745005555
2810.8750105228023370.2499789543953270.124989477197663







Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1960.715328467153285NOK
5% type I error level2550.930656934306569NOK
10% type I error level2640.963503649635037NOK

\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 & 196 & 0.715328467153285 & NOK \tabularnewline
5% type I error level & 255 & 0.930656934306569 & NOK \tabularnewline
10% type I error level & 264 & 0.963503649635037 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=203594&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]196[/C][C]0.715328467153285[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]255[/C][C]0.930656934306569[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]264[/C][C]0.963503649635037[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=203594&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203594&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 level1960.715328467153285NOK
5% type I error level2550.930656934306569NOK
10% type I error level2640.963503649635037NOK



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 ; par4 = ; par5 = ; par6 = ; par7 = ; par8 = ; par9 = ; par10 = ; par11 = ; par12 = ; par13 = ; par14 = ; par15 = ; par16 = ; par17 = ; par18 = ; par19 = ; par20 = ;
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')
}